diff --git a/data_diff/dbt_parser.py b/data_diff/dbt_parser.py index 5ca183cd..4b6124d5 100644 --- a/data_diff/dbt_parser.py +++ b/data_diff/dbt_parser.py @@ -64,7 +64,7 @@ def try_set_dbt_flags(): PROJECT_FILE = "dbt_project.yml" PROFILES_FILE = "profiles.yml" LOWER_DBT_V = "1.0.0" -UPPER_DBT_V = "1.7.0" +UPPER_DBT_V = "1.8.0" # https://github.com/dbt-labs/dbt-core/blob/c952d44ec5c2506995fbad75320acbae49125d3d/core/dbt/cli/resolvers.py#L6 diff --git a/poetry.lock b/poetry.lock index db3a35ee..a435b8d7 100644 --- a/poetry.lock +++ b/poetry.lock @@ -2045,4 +2045,4 @@ vertica = ["vertica-python"] [metadata] lock-version = "2.0" python-versions = "^3.8.0" -content-hash = "9bedbd69fd6b95551e7f46f39a7af7a384c3ca65e0546d2a34e5d6fe4642e9bf" +content-hash = "a6374bb2f1b1397e21d87eac32d9c8e63dd852dd28823130038b36984e7e6eef" diff --git a/pyproject.toml b/pyproject.toml index cd2b210d..a876e6e9 100755 --- a/pyproject.toml +++ b/pyproject.toml @@ -45,7 +45,7 @@ oracledb = {version = "*", optional=true} pyodbc = {version="^4.0.39", optional=true} typing-extensions = ">=4.0.1" attrs = "^23.1.0" -mashumaro = {version = ">=3.8.1,<3.9.0", extras = ["msgpack"]} +mashumaro = {version = ">=3.8.1,<3.11.0", extras = ["msgpack"]} [tool.poetry.dev-dependencies] parameterized = "*" diff --git a/tests/dbt_artifacts/manifests/manifest_v11.json b/tests/dbt_artifacts/manifests/manifest_v11.json index b2424f2a..51d36937 100644 --- a/tests/dbt_artifacts/manifests/manifest_v11.json +++ b/tests/dbt_artifacts/manifests/manifest_v11.json @@ -1,13 +1,13 @@ { "metadata": { "dbt_schema_version": "https://schemas.getdbt.com/dbt/manifest/v11.json", - "dbt_version": "1.7.0b1", - "generated_at": "2023-09-01T21:17:53.548673Z", - "invocation_id": "5d0612ec-c7ed-4766-a10a-a35bd43ccc3c", + "dbt_version": "1.7.0", + "generated_at": "2023-11-03T18:57:52.549173Z", + "invocation_id": "13fd3e9b-66fd-4dee-bb27-b6acd818c747", "env": {}, "project_name": "demo", "project_id": "fe01ce2a7fbac8fafaed7c982a04e229", - "user_id": "91102b47-e959-4de7-9f44-d78286dadde2", + "user_id": "d7e7ea52-5d77-4187-8199-e18356e00528", "send_anonymous_usage_stats": true, "adapter_type": "snowflake" }, @@ -38,6 +38,8 @@ "materialized": "view", "incremental_strategy": null, "persist_docs": {}, + "post-hook": [], + "pre-hook": [], "quoting": {}, "column_types": {}, "full_refresh": null, @@ -47,9 +49,8 @@ "grants": {}, "packages": [], "docs": { "show": true, "node_color": null }, - "contract": { "enforced": false }, - "post-hook": [], - "pre-hook": [] + "contract": { "enforced": false, "alias_types": true }, + "access": "protected" }, "tags": [], "description": "", @@ -68,10 +69,10 @@ "group": null, "docs": { "show": true, "node_color": null }, "patch_path": "demo://models/staging/schema.yml", - "build_path": "target/run/demo/models/staging/stg_customers.sql", + "build_path": null, "deferred": false, "unrendered_config": { "materialized": "view" }, - "created_at": 1693603074.01559, + "created_at": 1699027427.7940822, "relation_name": "DEV.development_sung.stg_customers", "raw_code": "with source as (\n\n {#-\n Normally we would select from the table here, but we are using seeds to load\n our data in this project\n #}\n select * from {{ ref('raw_customers') }}\n\n),\n\nrenamed as (\n\n select\n id as customer_id,\n first_name,\n last_name\n\n from source\n\n)\n\nselect * from renamed", "language": "sql", @@ -84,12 +85,12 @@ "macros": [], "nodes": ["seed.demo.raw_customers"] }, - "compiled_path": "target/compiled/demo/models/staging/stg_customers.sql", - "compiled": true, - "compiled_code": "with source as (\n select * from DEV.development_sung.raw_customers\n\n),\n\nrenamed as (\n\n select\n id as customer_id,\n first_name,\n last_name\n\n from source\n\n)\n\nselect * from renamed", - "extra_ctes_injected": true, - "extra_ctes": [], - "contract": { "enforced": false, "checksum": null }, + "compiled_path": null, + "contract": { + "enforced": false, + "alias_types": true, + "checksum": null + }, "access": "protected", "constraints": [], "version": null, @@ -122,6 +123,8 @@ "materialized": "view", "incremental_strategy": null, "persist_docs": {}, + "post-hook": [], + "pre-hook": [], "quoting": {}, "column_types": {}, "full_refresh": null, @@ -131,9 +134,8 @@ "grants": {}, "packages": [], "docs": { "show": true, "node_color": null }, - "contract": { "enforced": false }, - "post-hook": [], - "pre-hook": [] + "contract": { "enforced": false, "alias_types": true }, + "access": "protected" }, "tags": [], "description": "", @@ -161,10 +163,10 @@ "group": null, "docs": { "show": true, "node_color": null }, "patch_path": "demo://models/staging/schema.yml", - "build_path": "target/run/demo/models/staging/stg_payments.sql", + "build_path": null, "deferred": false, "unrendered_config": { "materialized": "view" }, - "created_at": 1693603074.01685, + "created_at": 1699027427.795491, "relation_name": "DEV.development_sung.stg_payments", "raw_code": "with source as (\n \n {#-\n Normally we would select from the table here, but we are using seeds to load\n our data in this project\n #}\n select * from {{ ref('raw_payments') }}\n\n),\n\nrenamed as (\n\n select\n id as payment_id,\n order_id,\n payment_method,\n\n -- `amount` is currently stored in cents, so we convert it to dollars\n amount / 100 as amount\n\n from source\n\n)\n\nselect * from renamed", "language": "sql", @@ -174,12 +176,12 @@ "sources": [], "metrics": [], "depends_on": { "macros": [], "nodes": ["seed.demo.raw_payments"] }, - "compiled_path": "target/compiled/demo/models/staging/stg_payments.sql", - "compiled": true, - "compiled_code": "with source as (\n select * from DEV.development_sung.raw_payments\n\n),\n\nrenamed as (\n\n select\n id as payment_id,\n order_id,\n payment_method,\n\n -- `amount` is currently stored in cents, so we convert it to dollars\n amount / 100 as amount\n\n from source\n\n)\n\nselect * from renamed", - "extra_ctes_injected": true, - "extra_ctes": [], - "contract": { "enforced": false, "checksum": null }, + "compiled_path": null, + "contract": { + "enforced": false, + "alias_types": true, + "checksum": null + }, "access": "protected", "constraints": [], "version": null, @@ -199,7 +201,7 @@ "alias": "stg_orders", "checksum": { "name": "sha256", - "checksum": "f4f881cb09d2c4162200fc331d7401df6d1abd4fed492554a7db70dede347108" + "checksum": "3a92ee213fc43bb422f957e739dada93b1673ecb7022e0a719a02c62d28923dd" }, "config": { "enabled": true, @@ -212,6 +214,8 @@ "materialized": "view", "incremental_strategy": null, "persist_docs": {}, + "post-hook": [], + "pre-hook": [], "quoting": {}, "column_types": {}, "full_refresh": null, @@ -221,9 +225,8 @@ "grants": {}, "packages": [], "docs": { "show": true, "node_color": null }, - "contract": { "enforced": false }, - "post-hook": [], - "pre-hook": [] + "contract": { "enforced": false, "alias_types": true }, + "access": "protected" }, "tags": [], "description": "", @@ -251,12 +254,12 @@ "group": null, "docs": { "show": true, "node_color": null }, "patch_path": "demo://models/staging/schema.yml", - "build_path": "target/run/demo/models/staging/stg_orders.sql", + "build_path": null, "deferred": false, "unrendered_config": { "materialized": "view" }, - "created_at": 1693603074.016263, + "created_at": 1699027427.7947571, "relation_name": "DEV.development_sung.stg_orders", - "raw_code": "with source as (\n\n {#-\n Normally we would select from the table here, but we are using seeds to load\n our data in this project\n #}\n select * from {{ ref('raw_orders') }}\n\n),\n\nrenamed as (\n\n select\n id as order_id,\n user_id as customer_id,\n order_date,\n status\n\n from source\n\n)\n\nselect * from renamed", + "raw_code": "with source as (\n\n {#-\n Normally we would select from the table here, but we are using seeds to load\n our data in this project\n #}\n select * from {{ ref('raw_orders') }}\n\n),\n\nrenamed as (\n\n select\n id as order_id,\n user_id as customer_id,\n order_date,\n status as status\n\n from source\n\n)\n\nselect * from renamed", "language": "sql", "refs": [ { "name": "raw_orders", "package": null, "version": null } @@ -264,12 +267,12 @@ "sources": [], "metrics": [], "depends_on": { "macros": [], "nodes": ["seed.demo.raw_orders"] }, - "compiled_path": "target/compiled/demo/models/staging/stg_orders.sql", - "compiled": true, - "compiled_code": "with source as (\n select * from DEV.development_sung.raw_orders\n\n),\n\nrenamed as (\n\n select\n id as order_id,\n user_id as customer_id,\n order_date,\n status\n\n from source\n\n)\n\nselect * from renamed", - "extra_ctes_injected": true, - "extra_ctes": [], - "contract": { "enforced": false, "checksum": null }, + "compiled_path": null, + "contract": { + "enforced": false, + "alias_types": true, + "checksum": null + }, "access": "protected", "constraints": [], "version": null, @@ -289,7 +292,7 @@ "alias": "customers", "checksum": { "name": "sha256", - "checksum": "60bd72e33da43fff3a7e7609135c17cd4468bd22afec0735dd36018bfb5af30a" + "checksum": "6dd48c9484f4aaa544d84a2ecc58fbd4ec6eaec6a3fea9c8aeaf627f7426e57d" }, "config": { "enabled": true, @@ -302,6 +305,8 @@ "materialized": "table", "incremental_strategy": null, "persist_docs": {}, + "post-hook": [], + "pre-hook": [], "quoting": {}, "column_types": {}, "full_refresh": null, @@ -311,9 +316,8 @@ "grants": {}, "packages": [], "docs": { "show": true, "node_color": null }, - "contract": { "enforced": false }, - "post-hook": [], - "pre-hook": [] + "contract": { "enforced": false, "alias_types": true }, + "access": "protected" }, "tags": [], "description": "This table has basic information about a customer, as well as some derived facts based on a customer's orders", @@ -389,9 +393,9 @@ "build_path": "target/run/demo/models/core/customers.sql", "deferred": false, "unrendered_config": { "materialized": "table" }, - "created_at": 1693603074.039788, + "created_at": 1699027427.85951, "relation_name": "DEV.development_sung.customers", - "raw_code": "with customers as (\n\n select * from {{ ref('stg_customers') }}\n\n),\n\norders as (\n\n select * from {{ ref('stg_orders') }}\n\n),\n\npayments as (\n\n select * from {{ ref('stg_payments') }}\n\n),\n\ncustomer_orders as (\n\n select\n customer_id,\n\n min(order_date) as first_order,\n max(order_date) as most_recent_order,\n count(order_id) as number_of_orders\n from orders\n\n group by customer_id\n\n),\n\ncustomer_payments as (\n\n select\n orders.customer_id,\n sum(amount) as total_amount\n\n from payments\n\n left join orders on\n payments.order_id = orders.order_id\n\n group by orders.customer_id\n\n),\n\nfinal as (\n\n select\n customers.customer_id,\n customers.first_name,\n customers.last_name,\n customer_orders.first_order,\n customer_orders.most_recent_order,\n customer_orders.number_of_orders,\n customer_payments.total_amount as customer_lifetime_value\n\n from customers\n\n left join customer_orders\n on customers.customer_id = customer_orders.customer_id\n\n left join customer_payments\n on customers.customer_id = customer_payments.customer_id\n\n)\n\nselect * from final", + "raw_code": "with customers as (\n\n select * from {{ ref('stg_customers') }}\n\n),\n\norders as (\n\n select * from {{ ref('stg_orders') }}\n\n),\n\npayments as (\n\n select * from {{ ref('stg_payments') }}\n\n),\n\ncustomer_orders as (\n\n select\n customer_id,\n\n min(order_date) as first_order,\n max(order_date) as most_recent_order,\n count(order_id) as number_of_orders\n from orders\n\n group by customer_id\n\n),\n\ncustomer_payments as (\n\n select\n orders.customer_id,\n sum(amount) as total_amount\n\n from payments\n\n left join orders on\n payments.order_id = orders.order_id\n\n group by orders.customer_id\n\n),\n\nfinal as (\n\n select\n customers.customer_id,\n customers.first_name as changed_names,\n customers.last_name,\n customer_orders.first_order,\n customer_orders.most_recent_order,\n customer_orders.number_of_orders,\n customer_payments.total_amount as customer_lifetime_value\n\n from customers\n\n left join customer_orders\n on customers.customer_id = customer_orders.customer_id\n\n left join customer_payments\n on customers.customer_id = customer_payments.customer_id\n\n)\n\nselect * from final", "language": "sql", "refs": [ { "name": "stg_customers", "package": null, "version": null }, @@ -410,10 +414,14 @@ }, "compiled_path": "target/compiled/demo/models/core/customers.sql", "compiled": true, - "compiled_code": "with customers as (\n\n select * from DEV.development_sung.stg_customers\n\n),\n\norders as (\n\n select * from DEV.development_sung.stg_orders\n\n),\n\npayments as (\n\n select * from DEV.development_sung.stg_payments\n\n),\n\ncustomer_orders as (\n\n select\n customer_id,\n\n min(order_date) as first_order,\n max(order_date) as most_recent_order,\n count(order_id) as number_of_orders\n from orders\n\n group by customer_id\n\n),\n\ncustomer_payments as (\n\n select\n orders.customer_id,\n sum(amount) as total_amount\n\n from payments\n\n left join orders on\n payments.order_id = orders.order_id\n\n group by orders.customer_id\n\n),\n\nfinal as (\n\n select\n customers.customer_id,\n customers.first_name,\n customers.last_name,\n customer_orders.first_order,\n customer_orders.most_recent_order,\n customer_orders.number_of_orders,\n customer_payments.total_amount as customer_lifetime_value\n\n from customers\n\n left join customer_orders\n on customers.customer_id = customer_orders.customer_id\n\n left join customer_payments\n on customers.customer_id = customer_payments.customer_id\n\n)\n\nselect * from final", + "compiled_code": "with customers as (\n\n select * from DEV.development_sung.stg_customers\n\n),\n\norders as (\n\n select * from DEV.development_sung.stg_orders\n\n),\n\npayments as (\n\n select * from DEV.development_sung.stg_payments\n\n),\n\ncustomer_orders as (\n\n select\n customer_id,\n\n min(order_date) as first_order,\n max(order_date) as most_recent_order,\n count(order_id) as number_of_orders\n from orders\n\n group by customer_id\n\n),\n\ncustomer_payments as (\n\n select\n orders.customer_id,\n sum(amount) as total_amount\n\n from payments\n\n left join orders on\n payments.order_id = orders.order_id\n\n group by orders.customer_id\n\n),\n\nfinal as (\n\n select\n customers.customer_id,\n customers.first_name as changed_names,\n customers.last_name,\n customer_orders.first_order,\n customer_orders.most_recent_order,\n customer_orders.number_of_orders,\n customer_payments.total_amount as customer_lifetime_value\n\n from customers\n\n left join customer_orders\n on customers.customer_id = customer_orders.customer_id\n\n left join customer_payments\n on customers.customer_id = customer_payments.customer_id\n\n)\n\nselect * from final", "extra_ctes_injected": true, "extra_ctes": [], - "contract": { "enforced": false, "checksum": null }, + "contract": { + "enforced": false, + "alias_types": true, + "checksum": null + }, "access": "protected", "constraints": [], "version": null, @@ -433,7 +441,7 @@ "alias": "orders", "checksum": { "name": "sha256", - "checksum": "2363d3ee2e0df29985c33ff75e70d4940c6d198a349d59d10c4ebf16c60b6ac2" + "checksum": "507494ea474c69863be5dc198efea6d5125ccc584695933bae74d20e4a50d545" }, "config": { "enabled": true, @@ -446,6 +454,8 @@ "materialized": "table", "incremental_strategy": null, "persist_docs": {}, + "post-hook": [], + "pre-hook": [], "quoting": {}, "column_types": {}, "full_refresh": null, @@ -455,9 +465,8 @@ "grants": {}, "packages": [], "docs": { "show": true, "node_color": null }, - "contract": { "enforced": false }, - "post-hook": [], - "pre-hook": [] + "contract": { "enforced": false, "alias_types": true }, + "access": "protected" }, "tags": [], "description": "This table has basic information about orders, as well as some derived facts based on payments", @@ -471,8 +480,8 @@ "quote": null, "tags": [] }, - "customer_id": { - "name": "customer_id", + "customer_id_change": { + "name": "customer_id_change", "description": "Foreign key to the customers table", "meta": {}, "data_type": null, @@ -548,12 +557,12 @@ "group": null, "docs": { "show": true, "node_color": null }, "patch_path": "demo://models/core/schema.yml", - "build_path": "target/run/demo/models/core/orders.sql", + "build_path": null, "deferred": false, "unrendered_config": { "materialized": "table" }, - "created_at": 1693603074.041228, + "created_at": 1699027427.861158, "relation_name": "DEV.development_sung.orders", - "raw_code": "{# {{\n config(\n materialized='dynamic_table',\n target_lag='70 seconds',\n warehouse=\"DEMO\",\n )\n}} #}\n\n{% set payment_methods = ['credit_card', 'coupon', 'bank_transfer', 'gift_card'] %}\n\nwith orders as (\n\n select * from {{ ref('stg_orders') }}\n\n),\n\npayments as (\n\n select * from {{ ref('stg_payments') }}\n\n),\n\norder_payments as (\n\n select\n order_id,\n\n {% for payment_method in payment_methods -%}\n sum(case when payment_method = '{{ payment_method }}' then amount else 0 end) as {{ payment_method }}_amount,\n {% endfor -%}\n\n sum(amount) as total_amount\n\n from payments\n\n group by order_id\n\n),\n\nfinal as (\n\n select\n orders.order_id,\n orders.customer_id,\n orders.order_date,\n orders.status,\n\n {% for payment_method in payment_methods -%}\n\n order_payments.{{ payment_method }}_amount,\n\n {% endfor -%}\n\n order_payments.total_amount as amount\n\n from orders\n\n\n left join order_payments\n on orders.order_id = order_payments.order_id\n\n)\n\nselect * from final limit 5", + "raw_code": "{# {{\n config(\n materialized='dynamic_table',\n target_lag='70 seconds',\n warehouse=\"DEMO\",\n )\n}} #}\n\n{% set payment_methods = ['credit_card', 'coupon', 'bank_transfer', 'gift_card'] %}\n\nwith orders as (\n\n select * from {{ ref('stg_orders') }}\n\n),\n\npayments as (\n\n select * from {{ ref('stg_payments') }}\n\n),\n\norder_payments as (\n\n select\n order_id,\n\n {% for payment_method in payment_methods -%}\n sum(case when payment_method = '{{ payment_method }}' then amount else 0 end) as {{ payment_method }}_amount,\n {% endfor -%}\n\n sum(amount) as total_amount\n\n from payments\n\n group by order_id\n\n),\n\nfinal as (\n\n select\n orders.order_id,\n orders.customer_id as customer_id_change,\n orders.order_date as order_date_change,\n orders.status,\n\n {% for payment_method in payment_methods -%}\n\n order_payments.{{ payment_method }}_amount,\n\n {% endfor -%}\n\n order_payments.total_amount * 3 as amount\n\n from orders\n\n\n left join order_payments\n on orders.order_id = order_payments.order_id\n\n)\n\nselect * from final", "language": "sql", "refs": [ { "name": "stg_orders", "package": null, "version": null }, @@ -565,12 +574,12 @@ "macros": [], "nodes": ["model.demo.stg_orders", "model.demo.stg_payments"] }, - "compiled_path": "target/compiled/demo/models/core/orders.sql", - "compiled": true, - "compiled_code": "\n\n\n\nwith orders as (\n\n select * from DEV.development_sung.stg_orders\n\n),\n\npayments as (\n\n select * from DEV.development_sung.stg_payments\n\n),\n\norder_payments as (\n\n select\n order_id,\n\n sum(case when payment_method = 'credit_card' then amount else 0 end) as credit_card_amount,\n sum(case when payment_method = 'coupon' then amount else 0 end) as coupon_amount,\n sum(case when payment_method = 'bank_transfer' then amount else 0 end) as bank_transfer_amount,\n sum(case when payment_method = 'gift_card' then amount else 0 end) as gift_card_amount,\n sum(amount) as total_amount\n\n from payments\n\n group by order_id\n\n),\n\nfinal as (\n\n select\n orders.order_id,\n orders.customer_id,\n orders.order_date,\n orders.status,\n\n order_payments.credit_card_amount,\n\n order_payments.coupon_amount,\n\n order_payments.bank_transfer_amount,\n\n order_payments.gift_card_amount,\n\n order_payments.total_amount as amount\n\n from orders\n\n\n left join order_payments\n on orders.order_id = order_payments.order_id\n\n)\n\nselect * from final limit 5", - "extra_ctes_injected": true, - "extra_ctes": [], - "contract": { "enforced": false, "checksum": null }, + "compiled_path": null, + "contract": { + "enforced": false, + "alias_types": true, + "checksum": null + }, "access": "protected", "constraints": [], "version": null, @@ -603,6 +612,8 @@ "materialized": "seed", "incremental_strategy": null, "persist_docs": {}, + "post-hook": [], + "pre-hook": [], "quoting": {}, "column_types": {}, "full_refresh": null, @@ -612,11 +623,9 @@ "grants": {}, "packages": [], "docs": { "show": true, "node_color": null }, - "contract": { "enforced": false }, + "contract": { "enforced": false, "alias_types": true }, "delimiter": ",", - "quote_columns": null, - "post-hook": [], - "pre-hook": [] + "quote_columns": null }, "tags": [], "description": "", @@ -625,10 +634,10 @@ "group": null, "docs": { "show": true, "node_color": null }, "patch_path": null, - "build_path": "target/run/demo/seeds/raw_customers.csv", + "build_path": null, "deferred": false, "unrendered_config": {}, - "created_at": 1693603073.994664, + "created_at": 1699027427.264695, "relation_name": "DEV.development_sung.raw_customers", "raw_code": "", "root_path": "/Users/sung/Desktop/data-diff/datafold-demo-sung", @@ -660,6 +669,8 @@ "materialized": "seed", "incremental_strategy": null, "persist_docs": {}, + "post-hook": [], + "pre-hook": [], "quoting": {}, "column_types": {}, "full_refresh": null, @@ -669,11 +680,9 @@ "grants": {}, "packages": [], "docs": { "show": true, "node_color": null }, - "contract": { "enforced": false }, + "contract": { "enforced": false, "alias_types": true }, "delimiter": ",", - "quote_columns": null, - "post-hook": [], - "pre-hook": [] + "quote_columns": null }, "tags": [], "description": "", @@ -682,10 +691,10 @@ "group": null, "docs": { "show": true, "node_color": null }, "patch_path": null, - "build_path": "target/run/demo/seeds/raw_orders.csv", + "build_path": null, "deferred": false, "unrendered_config": {}, - "created_at": 1693603073.9961228, + "created_at": 1699027427.266361, "relation_name": "DEV.development_sung.raw_orders", "raw_code": "", "root_path": "/Users/sung/Desktop/data-diff/datafold-demo-sung", @@ -717,6 +726,8 @@ "materialized": "seed", "incremental_strategy": null, "persist_docs": {}, + "post-hook": [], + "pre-hook": [], "quoting": {}, "column_types": {}, "full_refresh": null, @@ -726,11 +737,9 @@ "grants": {}, "packages": [], "docs": { "show": true, "node_color": null }, - "contract": { "enforced": false }, + "contract": { "enforced": false, "alias_types": true }, "delimiter": ",", - "quote_columns": null, - "post-hook": [], - "pre-hook": [] + "quote_columns": null }, "tags": [], "description": "", @@ -739,1592 +748,18575 @@ "group": null, "docs": { "show": true, "node_color": null }, "patch_path": null, - "build_path": "target/run/demo/seeds/raw_payments.csv", + "build_path": null, "deferred": false, "unrendered_config": {}, - "created_at": 1693603073.99761, + "created_at": 1699027427.267811, "relation_name": "DEV.development_sung.raw_payments", "raw_code": "", "root_path": "/Users/sung/Desktop/data-diff/datafold-demo-sung", "depends_on": { "macros": [] } }, - "test.demo.unique_stg_customers_customer_id.c7614daada": { - "test_metadata": { - "name": "unique", - "kwargs": { - "column_name": "customer_id", - "model": "{{ get_where_subquery(ref('stg_customers')) }}" - }, - "namespace": null - }, + "model.elementary.snapshot_run_results": { "database": "DEV", - "schema": "development_sung_dbt_test__audit", - "name": "unique_stg_customers_customer_id", - "resource_type": "test", - "package_name": "demo", - "path": "unique_stg_customers_customer_id.sql", - "original_file_path": "models/staging/schema.yml", - "unique_id": "test.demo.unique_stg_customers_customer_id.c7614daada", - "fqn": ["demo", "staging", "unique_stg_customers_customer_id"], - "alias": "unique_stg_customers_customer_id", - "checksum": { "name": "none", "checksum": "" }, + "schema": "development_sung_elementary", + "name": "snapshot_run_results", + "resource_type": "model", + "package_name": "elementary", + "path": "edr/run_results/snapshot_run_results.sql", + "original_file_path": "models/edr/run_results/snapshot_run_results.sql", + "unique_id": "model.elementary.snapshot_run_results", + "fqn": ["elementary", "edr", "run_results", "snapshot_run_results"], + "alias": "snapshot_run_results", + "checksum": { + "name": "sha256", + "checksum": "74f3672f15f52105a1d28ff0eb6e7bfb98b411740d12974234870b1d0390d0c4" + }, "config": { "enabled": true, "alias": null, - "schema": "dbt_test__audit", + "schema": "elementary", "database": null, "tags": [], - "meta": {}, + "meta": { "datafold": { "datadiff": { "never_diff": true } } }, "group": null, - "materialized": "test", - "severity": "ERROR", - "store_failures": null, - "where": null, - "limit": null, - "fail_calc": "count(*)", - "warn_if": "!= 0", - "error_if": "!= 0" + "materialized": "view", + "incremental_strategy": null, + "persist_docs": {}, + "post-hook": [], + "pre-hook": [], + "quoting": {}, + "column_types": {}, + "full_refresh": null, + "unique_key": null, + "on_schema_change": "ignore", + "on_configuration_change": "apply", + "grants": {}, + "packages": [], + "docs": { "show": true, "node_color": null }, + "contract": { "enforced": false, "alias_types": true }, + "access": "protected", + "bind": false }, "tags": [], - "description": "", + "description": "Run results of dbt snapshots, enriched with snapshots metadata. Each row is the result of a single snapshot. This is a view that joins data from `dbt_run_results` and `dbt_snapshots`.\n", "columns": {}, - "meta": {}, + "meta": { "datafold": { "datadiff": { "never_diff": true } } }, "group": null, "docs": { "show": true, "node_color": null }, - "patch_path": null, - "build_path": "target/run/demo/models/staging/schema.yml/unique_stg_customers_customer_id.sql", + "patch_path": "elementary://models/run_results.yml", + "build_path": null, "deferred": false, - "unrendered_config": {}, - "created_at": 1693603074.0219462, - "relation_name": null, - "raw_code": "{{ test_unique(**_dbt_generic_test_kwargs) }}", + "unrendered_config": { + "materialized": "view", + "bind": false, + "schema": "elementary", + "meta": { "datafold": { "datadiff": { "never_diff": true } } } + }, + "created_at": 1699027427.934216, + "relation_name": "DEV.development_sung_elementary.snapshot_run_results", + "raw_code": "{{\n config(\n materialized = 'view',\n bind=False\n )\n}}\n\nwith dbt_run_results as (\n select * from {{ ref('dbt_run_results') }}\n),\n\ndbt_snapshots as (\n select * from {{ ref('dbt_snapshots') }}\n)\n\nSELECT\n run_results.model_execution_id,\n run_results.unique_id,\n run_results.invocation_id,\n run_results.query_id,\n run_results.name,\n run_results.generated_at,\n run_results.status,\n run_results.full_refresh,\n run_results.message,\n run_results.execution_time,\n run_results.execute_started_at,\n run_results.execute_completed_at,\n run_results.compile_started_at,\n run_results.compile_completed_at,\n run_results.compiled_code,\n run_results.thread_id,\n snapshots.database_name,\n snapshots.schema_name,\n coalesce(run_results.materialization, snapshots.materialization) as materialization,\n snapshots.tags,\n snapshots.package_name,\n snapshots.path,\n snapshots.original_path,\n snapshots.owner,\n snapshots.alias\nFROM dbt_run_results run_results\nJOIN dbt_snapshots snapshots ON run_results.unique_id = snapshots.unique_id", "language": "sql", "refs": [ - { "name": "stg_customers", "package": null, "version": null } + { "name": "dbt_run_results", "package": null, "version": null }, + { "name": "dbt_snapshots", "package": null, "version": null } ], "sources": [], "metrics": [], "depends_on": { - "macros": [ - "macro.dbt.test_unique", - "macro.dbt.get_where_subquery", - "macro.dbt_snowflake.set_query_tag", - "macro.dbt.materialization_test_default", - "macro.dbt_snowflake.unset_query_tag" - ], - "nodes": ["model.demo.stg_customers"] + "macros": [], + "nodes": [ + "model.elementary.dbt_run_results", + "model.elementary.dbt_snapshots" + ] }, - "compiled_path": "target/compiled/demo/models/staging/schema.yml/unique_stg_customers_customer_id.sql", - "compiled": true, - "compiled_code": "\n \n \n\nselect\n customer_id as unique_field,\n count(*) as n_records\n\nfrom DEV.development_sung.stg_customers\nwhere customer_id is not null\ngroup by customer_id\nhaving count(*) > 1\n\n\n", - "extra_ctes_injected": true, - "extra_ctes": [], - "contract": { "enforced": false, "checksum": null }, - "column_name": "customer_id", - "file_key_name": "models.stg_customers", - "attached_node": "model.demo.stg_customers" - }, - "test.demo.not_null_stg_customers_customer_id.e2cfb1f9aa": { - "test_metadata": { - "name": "not_null", - "kwargs": { - "column_name": "customer_id", - "model": "{{ get_where_subquery(ref('stg_customers')) }}" - }, - "namespace": null + "compiled_path": null, + "contract": { + "enforced": false, + "alias_types": true, + "checksum": null }, + "access": "protected", + "constraints": [], + "version": null, + "latest_version": null, + "deprecation_date": null + }, + "model.elementary.job_run_results": { "database": "DEV", - "schema": "development_sung_dbt_test__audit", - "name": "not_null_stg_customers_customer_id", - "resource_type": "test", - "package_name": "demo", - "path": "not_null_stg_customers_customer_id.sql", - "original_file_path": "models/staging/schema.yml", - "unique_id": "test.demo.not_null_stg_customers_customer_id.e2cfb1f9aa", - "fqn": ["demo", "staging", "not_null_stg_customers_customer_id"], - "alias": "not_null_stg_customers_customer_id", - "checksum": { "name": "none", "checksum": "" }, + "schema": "development_sung_elementary", + "name": "job_run_results", + "resource_type": "model", + "package_name": "elementary", + "path": "edr/run_results/job_run_results.sql", + "original_file_path": "models/edr/run_results/job_run_results.sql", + "unique_id": "model.elementary.job_run_results", + "fqn": ["elementary", "edr", "run_results", "job_run_results"], + "alias": "job_run_results", + "checksum": { + "name": "sha256", + "checksum": "70fa0f75184f074237575d1146a8caf3048d0d0300a5da5013b7a88f137bc810" + }, "config": { "enabled": true, "alias": null, - "schema": "dbt_test__audit", + "schema": "elementary", "database": null, "tags": [], - "meta": {}, + "meta": { "datafold": { "datadiff": { "never_diff": true } } }, "group": null, - "materialized": "test", - "severity": "ERROR", - "store_failures": null, - "where": null, - "limit": null, - "fail_calc": "count(*)", - "warn_if": "!= 0", - "error_if": "!= 0" + "materialized": "view", + "incremental_strategy": null, + "persist_docs": {}, + "post-hook": [], + "pre-hook": [], + "quoting": {}, + "column_types": {}, + "full_refresh": null, + "unique_key": null, + "on_schema_change": "ignore", + "on_configuration_change": "apply", + "grants": {}, + "packages": [], + "docs": { "show": true, "node_color": null }, + "contract": { "enforced": false, "alias_types": true }, + "access": "protected", + "bind": false }, "tags": [], - "description": "", + "description": "Run results of dbt invocations, enriched with jobs metadata. Each row is the result of a single job. This is a view on `dbt_invocations`.", "columns": {}, - "meta": {}, + "meta": { "datafold": { "datadiff": { "never_diff": true } } }, "group": null, "docs": { "show": true, "node_color": null }, - "patch_path": null, - "build_path": "target/run/demo/models/staging/schema.yml/not_null_stg_customers_customer_id.sql", + "patch_path": "elementary://models/run_results.yml", + "build_path": null, "deferred": false, - "unrendered_config": {}, - "created_at": 1693603074.023159, - "relation_name": null, - "raw_code": "{{ test_not_null(**_dbt_generic_test_kwargs) }}", + "unrendered_config": { + "materialized": "view", + "bind": false, + "schema": "elementary", + "meta": { "datafold": { "datadiff": { "never_diff": true } } } + }, + "created_at": 1699027427.9345121, + "relation_name": "DEV.development_sung_elementary.job_run_results", + "raw_code": "{{\n config(\n materialized = 'view',\n bind=False\n )\n}}\n\n{% set job_run_started_at %}\nmin({{ elementary.edr_cast_as_timestamp(\"run_started_at\") }})\n{% endset %}\n\n{% set job_run_completed_at %}\nmax({{ elementary.edr_cast_as_timestamp(\"run_completed_at\") }})\n{% endset %}\n\nwith jobs as (\n select\n job_name,\n job_id,\n job_run_id,\n {{ job_run_started_at }} as job_run_started_at,\n {{ job_run_completed_at }} as job_run_completed_at,\n {{ elementary.timediff(\"second\", job_run_started_at, job_run_completed_at) }} as job_run_execution_time\n from {{ ref('dbt_invocations') }}\n where job_id is not null\n group by job_name, job_id, job_run_id\n)\n\nselect\n job_name as name,\n job_id as id,\n job_run_id as run_id,\n job_run_started_at as run_started_at,\n job_run_completed_at as run_completed_at,\n job_run_execution_time as run_execution_time\nfrom jobs", "language": "sql", "refs": [ - { "name": "stg_customers", "package": null, "version": null } + { "name": "dbt_invocations", "package": null, "version": null } ], "sources": [], "metrics": [], "depends_on": { "macros": [ - "macro.dbt.test_not_null", - "macro.dbt.get_where_subquery", - "macro.dbt_snowflake.set_query_tag", - "macro.dbt.materialization_test_default", - "macro.dbt_snowflake.unset_query_tag" + "macro.elementary.edr_cast_as_timestamp", + "macro.elementary.timediff" ], - "nodes": ["model.demo.stg_customers"] + "nodes": ["model.elementary.dbt_invocations"] }, - "compiled_path": "target/compiled/demo/models/staging/schema.yml/not_null_stg_customers_customer_id.sql", - "compiled": true, - "compiled_code": "\n \n \n\n\n\nselect customer_id\nfrom DEV.development_sung.stg_customers\nwhere customer_id is null\n\n\n", - "extra_ctes_injected": true, - "extra_ctes": [], - "contract": { "enforced": false, "checksum": null }, - "column_name": "customer_id", - "file_key_name": "models.stg_customers", - "attached_node": "model.demo.stg_customers" - }, - "test.demo.unique_stg_orders_order_id.e3b841c71a": { - "test_metadata": { - "name": "unique", - "kwargs": { - "column_name": "order_id", - "model": "{{ get_where_subquery(ref('stg_orders')) }}" - }, - "namespace": null + "compiled_path": null, + "contract": { + "enforced": false, + "alias_types": true, + "checksum": null }, + "access": "protected", + "constraints": [], + "version": null, + "latest_version": null, + "deprecation_date": null + }, + "model.elementary.model_run_results": { "database": "DEV", - "schema": "development_sung_dbt_test__audit", - "name": "unique_stg_orders_order_id", - "resource_type": "test", - "package_name": "demo", - "path": "unique_stg_orders_order_id.sql", - "original_file_path": "models/staging/schema.yml", - "unique_id": "test.demo.unique_stg_orders_order_id.e3b841c71a", - "fqn": ["demo", "staging", "unique_stg_orders_order_id"], - "alias": "unique_stg_orders_order_id", - "checksum": { "name": "none", "checksum": "" }, + "schema": "development_sung_elementary", + "name": "model_run_results", + "resource_type": "model", + "package_name": "elementary", + "path": "edr/run_results/model_run_results.sql", + "original_file_path": "models/edr/run_results/model_run_results.sql", + "unique_id": "model.elementary.model_run_results", + "fqn": ["elementary", "edr", "run_results", "model_run_results"], + "alias": "model_run_results", + "checksum": { + "name": "sha256", + "checksum": "cc6a625d583e417d7d43f3aa521fd4a2336aca790f5ed34599a82ddb1a7b4cdc" + }, "config": { "enabled": true, "alias": null, - "schema": "dbt_test__audit", + "schema": "elementary", "database": null, "tags": [], - "meta": {}, + "meta": { "datafold": { "datadiff": { "never_diff": true } } }, "group": null, - "materialized": "test", - "severity": "ERROR", - "store_failures": null, - "where": null, - "limit": null, - "fail_calc": "count(*)", - "warn_if": "!= 0", - "error_if": "!= 0" + "materialized": "view", + "incremental_strategy": null, + "persist_docs": {}, + "post-hook": [], + "pre-hook": [], + "quoting": {}, + "column_types": {}, + "full_refresh": null, + "unique_key": null, + "on_schema_change": "ignore", + "on_configuration_change": "apply", + "grants": {}, + "packages": [], + "docs": { "show": true, "node_color": null }, + "contract": { "enforced": false, "alias_types": true }, + "access": "protected", + "bind": false }, "tags": [], - "description": "", + "description": "Run results of dbt models, enriched with models metadata. Each row is the result of a single model. This is a view that joins data from `dbt_run_results` and `dbt_models`.\n", "columns": {}, - "meta": {}, + "meta": { "datafold": { "datadiff": { "never_diff": true } } }, "group": null, "docs": { "show": true, "node_color": null }, - "patch_path": null, - "build_path": "target/run/demo/models/staging/schema.yml/unique_stg_orders_order_id.sql", + "patch_path": "elementary://models/run_results.yml", + "build_path": null, "deferred": false, - "unrendered_config": {}, - "created_at": 1693603074.024259, - "relation_name": null, - "raw_code": "{{ test_unique(**_dbt_generic_test_kwargs) }}", + "unrendered_config": { + "materialized": "view", + "bind": false, + "schema": "elementary", + "meta": { "datafold": { "datadiff": { "never_diff": true } } } + }, + "created_at": 1699027427.933922, + "relation_name": "DEV.development_sung_elementary.model_run_results", + "raw_code": "{{\n config(\n materialized = 'view',\n bind=False\n )\n}}\n\nwith dbt_run_results as (\n select * from {{ ref('dbt_run_results') }}\n),\n\ndbt_models as (\n select * from {{ ref('dbt_models') }}\n)\n\nSELECT\n run_results.model_execution_id,\n run_results.unique_id,\n run_results.invocation_id,\n run_results.query_id,\n run_results.name,\n run_results.generated_at,\n run_results.status,\n run_results.full_refresh,\n run_results.message,\n run_results.execution_time,\n run_results.execute_started_at,\n run_results.execute_completed_at,\n run_results.compile_started_at,\n run_results.compile_completed_at,\n run_results.compiled_code,\n run_results.thread_id,\n models.database_name,\n models.schema_name,\n coalesce(run_results.materialization, models.materialization) as materialization,\n models.tags,\n models.package_name,\n models.path,\n models.original_path,\n models.owner,\n models.alias,\n ROW_NUMBER() OVER (PARTITION BY run_results.unique_id ORDER BY run_results.generated_at DESC) AS model_invocation_reverse_index,\n CASE WHEN FIRST_VALUE(invocation_id) OVER (PARTITION BY {{ elementary.edr_time_trunc('day', 'run_results.generated_at') }} ORDER BY run_results.generated_at ASC ROWS BETWEEN UNBOUNDED PRECEDING AND UNBOUNDED FOLLOWING ) = invocation_id\n THEN TRUE\n ELSE FALSE \n END AS is_the_first_invocation_of_the_day,\n CASE WHEN LAST_VALUE(invocation_id) OVER (PARTITION BY {{ elementary.edr_time_trunc('day', 'run_results.generated_at') }} ORDER BY run_results.generated_at ASC ROWS BETWEEN UNBOUNDED PRECEDING AND UNBOUNDED FOLLOWING ) = invocation_id\n THEN TRUE\n ELSE FALSE \n END AS is_the_last_invocation_of_the_day\n \nFROM dbt_run_results run_results\nJOIN dbt_models models ON run_results.unique_id = models.unique_id", "language": "sql", "refs": [ - { "name": "stg_orders", "package": null, "version": null } + { "name": "dbt_run_results", "package": null, "version": null }, + { "name": "dbt_models", "package": null, "version": null } ], "sources": [], "metrics": [], "depends_on": { - "macros": [ - "macro.dbt.test_unique", - "macro.dbt.get_where_subquery", - "macro.dbt_snowflake.set_query_tag", - "macro.dbt.materialization_test_default", - "macro.dbt_snowflake.unset_query_tag" - ], - "nodes": ["model.demo.stg_orders"] + "macros": ["macro.elementary.edr_time_trunc"], + "nodes": [ + "model.elementary.dbt_run_results", + "model.elementary.dbt_models" + ] }, - "compiled_path": "target/compiled/demo/models/staging/schema.yml/unique_stg_orders_order_id.sql", - "compiled": true, - "compiled_code": "\n \n \n\nselect\n order_id as unique_field,\n count(*) as n_records\n\nfrom DEV.development_sung.stg_orders\nwhere order_id is not null\ngroup by order_id\nhaving count(*) > 1\n\n\n", - "extra_ctes_injected": true, - "extra_ctes": [], - "contract": { "enforced": false, "checksum": null }, - "column_name": "order_id", - "file_key_name": "models.stg_orders", - "attached_node": "model.demo.stg_orders" - }, - "test.demo.not_null_stg_orders_order_id.81cfe2fe64": { - "test_metadata": { - "name": "not_null", - "kwargs": { - "column_name": "order_id", - "model": "{{ get_where_subquery(ref('stg_orders')) }}" - }, - "namespace": null + "compiled_path": null, + "contract": { + "enforced": false, + "alias_types": true, + "checksum": null }, + "access": "protected", + "constraints": [], + "version": null, + "latest_version": null, + "deprecation_date": null + }, + "model.elementary.test_result_rows": { "database": "DEV", - "schema": "development_sung_dbt_test__audit", - "name": "not_null_stg_orders_order_id", - "resource_type": "test", - "package_name": "demo", - "path": "not_null_stg_orders_order_id.sql", - "original_file_path": "models/staging/schema.yml", - "unique_id": "test.demo.not_null_stg_orders_order_id.81cfe2fe64", - "fqn": ["demo", "staging", "not_null_stg_orders_order_id"], - "alias": "not_null_stg_orders_order_id", - "checksum": { "name": "none", "checksum": "" }, + "schema": "development_sung_elementary", + "name": "test_result_rows", + "resource_type": "model", + "package_name": "elementary", + "path": "edr/run_results/test_result_rows.sql", + "original_file_path": "models/edr/run_results/test_result_rows.sql", + "unique_id": "model.elementary.test_result_rows", + "fqn": ["elementary", "edr", "run_results", "test_result_rows"], + "alias": "test_result_rows", + "checksum": { + "name": "sha256", + "checksum": "0909a70fc97aa3910dd175e2717af427465454dea52928e57d016309a38af7d6" + }, "config": { "enabled": true, "alias": null, - "schema": "dbt_test__audit", + "schema": "elementary", "database": null, "tags": [], - "meta": {}, + "meta": { + "timestamp_column": "created_at", + "prev_timestamp_column": "detected_at", + "datafold": { "datadiff": { "never_diff": true } } + }, "group": null, - "materialized": "test", - "severity": "ERROR", - "store_failures": null, - "where": null, - "limit": null, - "fail_calc": "count(*)", - "warn_if": "!= 0", - "error_if": "!= 0" + "materialized": "incremental", + "incremental_strategy": null, + "persist_docs": {}, + "post-hook": [ + { + "sql": "{{ elementary.backfill_result_rows() }}", + "transaction": true, + "index": null + } + ], + "pre-hook": [], + "quoting": {}, + "column_types": {}, + "full_refresh": false, + "unique_key": "elementary_test_results_id", + "on_schema_change": "append_new_columns", + "on_configuration_change": "apply", + "grants": {}, + "packages": [], + "docs": { "show": true, "node_color": null }, + "contract": { "enforced": false, "alias_types": true }, + "access": "protected" }, "tags": [], "description": "", "columns": {}, - "meta": {}, + "meta": { + "timestamp_column": "created_at", + "prev_timestamp_column": "detected_at", + "datafold": { "datadiff": { "never_diff": true } } + }, "group": null, "docs": { "show": true, "node_color": null }, "patch_path": null, - "build_path": "target/run/demo/models/staging/schema.yml/not_null_stg_orders_order_id.sql", + "build_path": null, "deferred": false, - "unrendered_config": {}, - "created_at": 1693603074.0252988, - "relation_name": null, - "raw_code": "{{ test_not_null(**_dbt_generic_test_kwargs) }}", + "unrendered_config": { + "materialized": "incremental", + "unique_key": "elementary_test_results_id", + "on_schema_change": "append_new_columns", + "full_refresh": false, + "meta": { "datafold": { "datadiff": { "never_diff": true } } }, + "post-hook": ["{{ elementary.backfill_result_rows() }}"], + "schema": "elementary" + }, + "created_at": 1699027427.318475, + "relation_name": "DEV.development_sung_elementary.test_result_rows", + "raw_code": "{{\n config(\n materialized = 'incremental',\n unique_key = 'elementary_test_results_id',\n on_schema_change = 'append_new_columns',\n full_refresh=elementary.get_config_var('elementary_full_refresh'),\n post_hook='{{ elementary.backfill_result_rows() }}',\n meta={\n \"timestamp_column\": \"created_at\",\n \"prev_timestamp_column\": \"detected_at\",\n }\n )\n}}\n\n-- depends_on: {{ ref('elementary_test_results') }}\n{{ elementary.empty_table([\n ('elementary_test_results_id', 'long_string'),\n ('result_row', 'long_string'),\n ('detected_at','timestamp'),\n ('created_at','timestamp'),\n]) }}", "language": "sql", "refs": [ - { "name": "stg_orders", "package": null, "version": null } + { + "name": "elementary_test_results", + "package": null, + "version": null + }, + { + "name": "elementary_test_results", + "package": null, + "version": null + }, + { + "name": "elementary_test_results", + "package": null, + "version": null + } ], "sources": [], "metrics": [], "depends_on": { "macros": [ - "macro.dbt.test_not_null", - "macro.dbt.get_where_subquery", - "macro.dbt_snowflake.set_query_tag", - "macro.dbt.materialization_test_default", - "macro.dbt_snowflake.unset_query_tag" + "macro.elementary.get_config_var", + "macro.elementary.empty_table", + "macro.elementary.backfill_result_rows" ], - "nodes": ["model.demo.stg_orders"] + "nodes": ["model.elementary.elementary_test_results"] }, - "compiled_path": "target/compiled/demo/models/staging/schema.yml/not_null_stg_orders_order_id.sql", - "compiled": true, - "compiled_code": "\n \n \n\n\n\nselect order_id\nfrom DEV.development_sung.stg_orders\nwhere order_id is null\n\n\n", - "extra_ctes_injected": true, - "extra_ctes": [], - "contract": { "enforced": false, "checksum": null }, - "column_name": "order_id", - "file_key_name": "models.stg_orders", - "attached_node": "model.demo.stg_orders" - }, - "test.demo.accepted_values_stg_orders_status__placed__shipped__completed__return_pending__returned.080fb20aad": { - "test_metadata": { - "name": "accepted_values", - "kwargs": { - "values": [ - "placed", - "shipped", - "completed", - "return_pending", - "returned" - ], - "column_name": "status", - "model": "{{ get_where_subquery(ref('stg_orders')) }}" - }, - "namespace": null + "compiled_path": null, + "contract": { + "enforced": false, + "alias_types": true, + "checksum": null }, + "access": "protected", + "constraints": [], + "version": null, + "latest_version": null, + "deprecation_date": null + }, + "model.elementary.elementary_test_results": { "database": "DEV", - "schema": "development_sung_dbt_test__audit", - "name": "accepted_values_stg_orders_status__placed__shipped__completed__return_pending__returned", - "resource_type": "test", - "package_name": "demo", - "path": "accepted_values_stg_orders_4f514bf94b77b7ea437830eec4421c58.sql", - "original_file_path": "models/staging/schema.yml", - "unique_id": "test.demo.accepted_values_stg_orders_status__placed__shipped__completed__return_pending__returned.080fb20aad", + "schema": "development_sung_elementary", + "name": "elementary_test_results", + "resource_type": "model", + "package_name": "elementary", + "path": "edr/run_results/elementary_test_results.sql", + "original_file_path": "models/edr/run_results/elementary_test_results.sql", + "unique_id": "model.elementary.elementary_test_results", "fqn": [ - "demo", - "staging", - "accepted_values_stg_orders_status__placed__shipped__completed__return_pending__returned" + "elementary", + "edr", + "run_results", + "elementary_test_results" ], - "alias": "accepted_values_stg_orders_4f514bf94b77b7ea437830eec4421c58", - "checksum": { "name": "none", "checksum": "" }, + "alias": "elementary_test_results", + "checksum": { + "name": "sha256", + "checksum": "c7e2506d700fde9f60e00f0e61ac45869aa89d1a387b8356440ed03b17a515c8" + }, "config": { "enabled": true, - "alias": "accepted_values_stg_orders_4f514bf94b77b7ea437830eec4421c58", - "schema": "dbt_test__audit", + "alias": null, + "schema": "elementary", "database": null, "tags": [], - "meta": {}, + "meta": { + "timestamp_column": "created_at", + "prev_timestamp_column": "detected_at", + "datafold": { "datadiff": { "never_diff": true } } + }, "group": null, - "materialized": "test", - "severity": "ERROR", - "store_failures": null, - "where": null, - "limit": null, - "fail_calc": "count(*)", - "warn_if": "!= 0", - "error_if": "!= 0" + "materialized": "incremental", + "incremental_strategy": null, + "persist_docs": {}, + "post-hook": [], + "pre-hook": [], + "quoting": {}, + "column_types": {}, + "full_refresh": false, + "unique_key": "id", + "on_schema_change": "append_new_columns", + "on_configuration_change": "apply", + "grants": {}, + "packages": [], + "docs": { "show": true, "node_color": null }, + "contract": { "enforced": false, "alias_types": true }, + "access": "protected" }, "tags": [], - "description": "", + "description": "Run results of all dbt tests, with fields and metadata needed to produce the Elementary report UI. Each row is the result of a single test, including native dbt tests, packages tests and elementary tests. New data is loaded to this model on an on-run-end hook named `elementary.handle_tests_results`.\n", "columns": {}, - "meta": {}, + "meta": { + "timestamp_column": "created_at", + "prev_timestamp_column": "detected_at", + "datafold": { "datadiff": { "never_diff": true } } + }, "group": null, "docs": { "show": true, "node_color": null }, - "patch_path": null, - "build_path": "target/run/demo/models/staging/schema.yml/accepted_values_stg_orders_4f514bf94b77b7ea437830eec4421c58.sql", + "patch_path": "elementary://models/run_results.yml", + "build_path": null, "deferred": false, "unrendered_config": { - "alias": "accepted_values_stg_orders_4f514bf94b77b7ea437830eec4421c58" + "materialized": "incremental", + "unique_key": "id", + "on_schema_change": "append_new_columns", + "full_refresh": false, + "meta": { "datafold": { "datadiff": { "never_diff": true } } }, + "schema": "elementary" }, - "created_at": 1693603074.026322, - "relation_name": null, - "raw_code": "{{ test_accepted_values(**_dbt_generic_test_kwargs) }}{{ config(alias=\"accepted_values_stg_orders_4f514bf94b77b7ea437830eec4421c58\") }}", + "created_at": 1699027427.933643, + "relation_name": "DEV.development_sung_elementary.elementary_test_results", + "raw_code": "{{\n config(\n materialized = 'incremental',\n unique_key = 'id',\n on_schema_change = 'append_new_columns',\n full_refresh=elementary.get_config_var('elementary_full_refresh'),\n meta={\n \"timestamp_column\": \"created_at\",\n \"prev_timestamp_column\": \"detected_at\",\n }\n )\n}}\n\n{{ elementary.empty_elementary_test_results() }}", "language": "sql", - "refs": [ - { "name": "stg_orders", "package": null, "version": null } - ], + "refs": [], "sources": [], "metrics": [], "depends_on": { "macros": [ - "macro.dbt.test_accepted_values", - "macro.dbt.get_where_subquery", - "macro.dbt_snowflake.set_query_tag", - "macro.dbt.materialization_test_default", - "macro.dbt_snowflake.unset_query_tag" + "macro.elementary.get_config_var", + "macro.elementary.empty_elementary_test_results" ], - "nodes": ["model.demo.stg_orders"] + "nodes": [] }, - "compiled_path": "target/compiled/demo/models/staging/schema.yml/accepted_values_stg_orders_4f514bf94b77b7ea437830eec4421c58.sql", - "compiled": true, - "compiled_code": "\n \n \n\nwith all_values as (\n\n select\n status as value_field,\n count(*) as n_records\n\n from DEV.development_sung.stg_orders\n group by status\n\n)\n\nselect *\nfrom all_values\nwhere value_field not in (\n 'placed','shipped','completed','return_pending','returned'\n)\n\n\n", - "extra_ctes_injected": true, - "extra_ctes": [], - "contract": { "enforced": false, "checksum": null }, - "column_name": "status", - "file_key_name": "models.stg_orders", - "attached_node": "model.demo.stg_orders" - }, - "test.demo.unique_stg_payments_payment_id.3744510712": { - "test_metadata": { - "name": "unique", - "kwargs": { - "column_name": "payment_id", - "model": "{{ get_where_subquery(ref('stg_payments')) }}" - }, - "namespace": null + "compiled_path": null, + "contract": { + "enforced": false, + "alias_types": true, + "checksum": null }, + "access": "protected", + "constraints": [], + "version": null, + "latest_version": null, + "deprecation_date": null + }, + "model.elementary.dbt_source_freshness_results": { "database": "DEV", - "schema": "development_sung_dbt_test__audit", - "name": "unique_stg_payments_payment_id", - "resource_type": "test", - "package_name": "demo", - "path": "unique_stg_payments_payment_id.sql", - "original_file_path": "models/staging/schema.yml", - "unique_id": "test.demo.unique_stg_payments_payment_id.3744510712", - "fqn": ["demo", "staging", "unique_stg_payments_payment_id"], - "alias": "unique_stg_payments_payment_id", - "checksum": { "name": "none", "checksum": "" }, + "schema": "development_sung_elementary", + "name": "dbt_source_freshness_results", + "resource_type": "model", + "package_name": "elementary", + "path": "edr/run_results/dbt_source_freshness_results.sql", + "original_file_path": "models/edr/run_results/dbt_source_freshness_results.sql", + "unique_id": "model.elementary.dbt_source_freshness_results", + "fqn": [ + "elementary", + "edr", + "run_results", + "dbt_source_freshness_results" + ], + "alias": "dbt_source_freshness_results", + "checksum": { + "name": "sha256", + "checksum": "9a26eff9c18a54283a48fe72947e6526c1e5f9d59e9776fc54a4db856f687bba" + }, "config": { "enabled": true, "alias": null, - "schema": "dbt_test__audit", + "schema": "elementary", "database": null, "tags": [], - "meta": {}, + "meta": { + "timestamp_column": "created_at", + "prev_timestamp_column": "generated_at", + "datafold": { "datadiff": { "never_diff": true } } + }, "group": null, - "materialized": "test", - "severity": "ERROR", - "store_failures": null, - "where": null, - "limit": null, - "fail_calc": "count(*)", - "warn_if": "!= 0", - "error_if": "!= 0" + "materialized": "incremental", + "incremental_strategy": null, + "persist_docs": {}, + "post-hook": [], + "pre-hook": [], + "quoting": {}, + "column_types": {}, + "full_refresh": false, + "unique_key": "source_freshness_execution_id", + "on_schema_change": "append_new_columns", + "on_configuration_change": "apply", + "grants": {}, + "packages": [], + "docs": { "show": true, "node_color": null }, + "contract": { "enforced": false, "alias_types": true }, + "access": "protected" }, "tags": [], "description": "", "columns": {}, - "meta": {}, + "meta": { + "timestamp_column": "created_at", + "prev_timestamp_column": "generated_at", + "datafold": { "datadiff": { "never_diff": true } } + }, "group": null, "docs": { "show": true, "node_color": null }, "patch_path": null, - "build_path": "target/run/demo/models/staging/schema.yml/unique_stg_payments_payment_id.sql", + "build_path": null, "deferred": false, - "unrendered_config": {}, - "created_at": 1693603074.033449, - "relation_name": null, - "raw_code": "{{ test_unique(**_dbt_generic_test_kwargs) }}", + "unrendered_config": { + "materialized": "incremental", + "unique_key": "source_freshness_execution_id", + "on_schema_change": "append_new_columns", + "full_refresh": false, + "meta": { "datafold": { "datadiff": { "never_diff": true } } }, + "schema": "elementary" + }, + "created_at": 1699027427.374273, + "relation_name": "DEV.development_sung_elementary.dbt_source_freshness_results", + "raw_code": "{{\n config(\n materialized = 'incremental',\n unique_key = 'source_freshness_execution_id',\n on_schema_change = 'append_new_columns',\n full_refresh=elementary.get_config_var('elementary_full_refresh'),\n meta={\n \"timestamp_column\": \"created_at\",\n \"prev_timestamp_column\": \"generated_at\",\n }\n )\n}}\n\n{{ elementary.empty_dbt_source_freshness_results() }}", "language": "sql", - "refs": [ - { "name": "stg_payments", "package": null, "version": null } - ], + "refs": [], "sources": [], "metrics": [], "depends_on": { "macros": [ - "macro.dbt.test_unique", - "macro.dbt.get_where_subquery", - "macro.dbt_snowflake.set_query_tag", - "macro.dbt.materialization_test_default", - "macro.dbt_snowflake.unset_query_tag" + "macro.elementary.get_config_var", + "macro.elementary.empty_dbt_source_freshness_results" ], - "nodes": ["model.demo.stg_payments"] + "nodes": [] }, - "compiled_path": "target/compiled/demo/models/staging/schema.yml/unique_stg_payments_payment_id.sql", - "compiled": true, - "compiled_code": "\n \n \n\nselect\n payment_id as unique_field,\n count(*) as n_records\n\nfrom DEV.development_sung.stg_payments\nwhere payment_id is not null\ngroup by payment_id\nhaving count(*) > 1\n\n\n", - "extra_ctes_injected": true, - "extra_ctes": [], - "contract": { "enforced": false, "checksum": null }, - "column_name": "payment_id", - "file_key_name": "models.stg_payments", - "attached_node": "model.demo.stg_payments" - }, - "test.demo.not_null_stg_payments_payment_id.c19cc50075": { - "test_metadata": { - "name": "not_null", - "kwargs": { - "column_name": "payment_id", - "model": "{{ get_where_subquery(ref('stg_payments')) }}" - }, - "namespace": null + "compiled_path": null, + "contract": { + "enforced": false, + "alias_types": true, + "checksum": null }, + "access": "protected", + "constraints": [], + "version": null, + "latest_version": null, + "deprecation_date": null + }, + "model.elementary.alerts_dbt_tests": { "database": "DEV", - "schema": "development_sung_dbt_test__audit", - "name": "not_null_stg_payments_payment_id", - "resource_type": "test", - "package_name": "demo", - "path": "not_null_stg_payments_payment_id.sql", - "original_file_path": "models/staging/schema.yml", - "unique_id": "test.demo.not_null_stg_payments_payment_id.c19cc50075", - "fqn": ["demo", "staging", "not_null_stg_payments_payment_id"], - "alias": "not_null_stg_payments_payment_id", - "checksum": { "name": "none", "checksum": "" }, + "schema": "development_sung_elementary", + "name": "alerts_dbt_tests", + "resource_type": "model", + "package_name": "elementary", + "path": "edr/alerts/alerts_dbt_tests.sql", + "original_file_path": "models/edr/alerts/alerts_dbt_tests.sql", + "unique_id": "model.elementary.alerts_dbt_tests", + "fqn": ["elementary", "edr", "alerts", "alerts_dbt_tests"], + "alias": "alerts_dbt_tests", + "checksum": { + "name": "sha256", + "checksum": "b8545517eaa84c583a0d86a65b6d5881a6de9b7f104329bfbd8e467f4072bca9" + }, "config": { "enabled": true, "alias": null, - "schema": "dbt_test__audit", + "schema": "elementary", "database": null, "tags": [], - "meta": {}, + "meta": { "datafold": { "datadiff": { "never_diff": true } } }, "group": null, - "materialized": "test", - "severity": "ERROR", - "store_failures": null, - "where": null, - "limit": null, - "fail_calc": "count(*)", - "warn_if": "!= 0", - "error_if": "!= 0" - }, - "tags": [], - "description": "", + "materialized": "view", + "incremental_strategy": null, + "persist_docs": {}, + "post-hook": [], + "pre-hook": [], + "quoting": {}, + "column_types": {}, + "full_refresh": null, + "unique_key": null, + "on_schema_change": "ignore", + "on_configuration_change": "apply", + "grants": {}, + "packages": [], + "docs": { "show": true, "node_color": null }, + "contract": { "enforced": false, "alias_types": true }, + "access": "protected", + "bind": false + }, + "tags": [], + "description": "A view that is used by the Elementary CLI to generate dbt tests alerts, including all the fields the alert will include such as owner, tags, error message, etc. This view includes data about all dbt tests except elementary tests. It filters alerts according to configuration.\n", "columns": {}, - "meta": {}, + "meta": { "datafold": { "datadiff": { "never_diff": true } } }, "group": null, "docs": { "show": true, "node_color": null }, - "patch_path": null, - "build_path": "target/run/demo/models/staging/schema.yml/not_null_stg_payments_payment_id.sql", + "patch_path": "elementary://models/alerts_views.yml", + "build_path": null, "deferred": false, - "unrendered_config": {}, - "created_at": 1693603074.034503, - "relation_name": null, - "raw_code": "{{ test_not_null(**_dbt_generic_test_kwargs) }}", + "unrendered_config": { + "materialized": "view", + "bind": false, + "schema": "elementary", + "meta": { "datafold": { "datadiff": { "never_diff": true } } } + }, + "created_at": 1699027427.89012, + "relation_name": "DEV.development_sung_elementary.alerts_dbt_tests", + "raw_code": "{{\n config(\n materialized = 'view',\n bind=False\n )\n}}\n\nwith elementary_test_results as (\n select * from {{ ref('elementary_test_results') }}\n),\n\nalerts_dbt_tests as (\n select id as alert_id,\n data_issue_id,\n test_execution_id,\n test_unique_id,\n model_unique_id,\n detected_at,\n database_name,\n schema_name,\n table_name,\n column_name,\n test_type as alert_type,\n test_sub_type as sub_type,\n test_results_description as alert_description,\n owners,\n tags,\n test_results_query as alert_results_query,\n other,\n test_name,\n test_short_name,\n test_params,\n severity,\n status,\n result_rows\n from elementary_test_results\n where {{ not elementary.get_config_var('disable_test_alerts') }} and lower(status) != 'pass' {%- if elementary.get_config_var('disable_warn_alerts') -%} and lower(status) != 'warn' {%- endif -%} {%- if elementary.get_config_var('disable_skipped_test_alerts') -%} and lower(status) != 'skipped' {%- endif -%} and test_type = 'dbt_test'\n)\n\nselect * from alerts_dbt_tests", "language": "sql", "refs": [ - { "name": "stg_payments", "package": null, "version": null } + { + "name": "elementary_test_results", + "package": null, + "version": null + } ], "sources": [], "metrics": [], "depends_on": { - "macros": [ - "macro.dbt.test_not_null", - "macro.dbt.get_where_subquery", - "macro.dbt_snowflake.set_query_tag", - "macro.dbt.materialization_test_default", - "macro.dbt_snowflake.unset_query_tag" - ], - "nodes": ["model.demo.stg_payments"] + "macros": ["macro.elementary.get_config_var"], + "nodes": ["model.elementary.elementary_test_results"] }, - "compiled_path": "target/compiled/demo/models/staging/schema.yml/not_null_stg_payments_payment_id.sql", - "compiled": true, - "compiled_code": "\n \n \n\n\n\nselect payment_id\nfrom DEV.development_sung.stg_payments\nwhere payment_id is null\n\n\n", - "extra_ctes_injected": true, - "extra_ctes": [], - "contract": { "enforced": false, "checksum": null }, - "column_name": "payment_id", - "file_key_name": "models.stg_payments", - "attached_node": "model.demo.stg_payments" - }, - "test.demo.accepted_values_stg_payments_payment_method__credit_card__coupon__bank_transfer__gift_card.3c3820f278": { - "test_metadata": { - "name": "accepted_values", - "kwargs": { - "values": [ - "credit_card", - "coupon", - "bank_transfer", - "gift_card" - ], - "column_name": "payment_method", - "model": "{{ get_where_subquery(ref('stg_payments')) }}" - }, - "namespace": null + "compiled_path": null, + "contract": { + "enforced": false, + "alias_types": true, + "checksum": null }, + "access": "protected", + "constraints": [], + "version": null, + "latest_version": null, + "deprecation_date": null + }, + "model.elementary.alerts_schema_changes": { "database": "DEV", - "schema": "development_sung_dbt_test__audit", - "name": "accepted_values_stg_payments_payment_method__credit_card__coupon__bank_transfer__gift_card", - "resource_type": "test", - "package_name": "demo", - "path": "accepted_values_stg_payments_c7909fb19b1f0177c2bf99c7912f06ef.sql", - "original_file_path": "models/staging/schema.yml", - "unique_id": "test.demo.accepted_values_stg_payments_payment_method__credit_card__coupon__bank_transfer__gift_card.3c3820f278", - "fqn": [ - "demo", - "staging", - "accepted_values_stg_payments_payment_method__credit_card__coupon__bank_transfer__gift_card" - ], - "alias": "accepted_values_stg_payments_c7909fb19b1f0177c2bf99c7912f06ef", - "checksum": { "name": "none", "checksum": "" }, + "schema": "development_sung_elementary", + "name": "alerts_schema_changes", + "resource_type": "model", + "package_name": "elementary", + "path": "edr/alerts/alerts_schema_changes.sql", + "original_file_path": "models/edr/alerts/alerts_schema_changes.sql", + "unique_id": "model.elementary.alerts_schema_changes", + "fqn": ["elementary", "edr", "alerts", "alerts_schema_changes"], + "alias": "alerts_schema_changes", + "checksum": { + "name": "sha256", + "checksum": "bad7007c54d8885efe0496bd6289998cfed84a250ada4899fb8e53765236db0b" + }, "config": { "enabled": true, - "alias": "accepted_values_stg_payments_c7909fb19b1f0177c2bf99c7912f06ef", - "schema": "dbt_test__audit", + "alias": null, + "schema": "elementary", "database": null, "tags": [], - "meta": {}, + "meta": { "datafold": { "datadiff": { "never_diff": true } } }, "group": null, - "materialized": "test", - "severity": "ERROR", - "store_failures": null, - "where": null, - "limit": null, - "fail_calc": "count(*)", - "warn_if": "!= 0", - "error_if": "!= 0" + "materialized": "view", + "incremental_strategy": null, + "persist_docs": {}, + "post-hook": [], + "pre-hook": [], + "quoting": {}, + "column_types": {}, + "full_refresh": null, + "unique_key": null, + "on_schema_change": "ignore", + "on_configuration_change": "apply", + "grants": {}, + "packages": [], + "docs": { "show": true, "node_color": null }, + "contract": { "enforced": false, "alias_types": true }, + "access": "protected", + "bind": false }, "tags": [], - "description": "", + "description": "A view that is used by the Elementary CLI to generate alerts on schema changes detected using elementary tests. The view filters alerts according to configuration.", "columns": {}, - "meta": {}, + "meta": { "datafold": { "datadiff": { "never_diff": true } } }, "group": null, "docs": { "show": true, "node_color": null }, - "patch_path": null, - "build_path": "target/run/demo/models/staging/schema.yml/accepted_values_stg_payments_c7909fb19b1f0177c2bf99c7912f06ef.sql", + "patch_path": "elementary://models/alerts_views.yml", + "build_path": null, "deferred": false, "unrendered_config": { - "alias": "accepted_values_stg_payments_c7909fb19b1f0177c2bf99c7912f06ef" + "materialized": "view", + "bind": false, + "schema": "elementary", + "meta": { "datafold": { "datadiff": { "never_diff": true } } } }, - "created_at": 1693603074.035636, - "relation_name": null, - "raw_code": "{{ test_accepted_values(**_dbt_generic_test_kwargs) }}{{ config(alias=\"accepted_values_stg_payments_c7909fb19b1f0177c2bf99c7912f06ef\") }}", + "created_at": 1699027427.8905568, + "relation_name": "DEV.development_sung_elementary.alerts_schema_changes", + "raw_code": "{{\n config(\n materialized = 'view',\n bind=False,\n )\n}}\n\n\nwith elementary_test_results as (\n select * from {{ ref('elementary_test_results') }}\n),\n\nalerts_schema_changes as (\n select id as alert_id,\n data_issue_id,\n test_execution_id,\n test_unique_id,\n model_unique_id,\n detected_at,\n database_name,\n schema_name,\n table_name,\n column_name,\n test_type as alert_type,\n test_sub_type as sub_type,\n test_results_description as alert_description,\n owners,\n tags,\n test_results_query as alert_results_query,\n other,\n test_name,\n test_short_name,\n test_params,\n severity,\n status,\n result_rows\n from elementary_test_results\n where {{ not elementary.get_config_var('disable_test_alerts') }} and lower(status) != 'pass' {%- if elementary.get_config_var('disable_warn_alerts') -%} and lower(status) != 'warn' {%- endif -%} {%- if elementary.get_config_var('disable_skipped_test_alerts') -%} and lower(status) != 'skipped' {%- endif -%} and test_type = 'schema_change'\n)\n\nselect * from alerts_schema_changes", "language": "sql", "refs": [ - { "name": "stg_payments", "package": null, "version": null } + { + "name": "elementary_test_results", + "package": null, + "version": null + } ], "sources": [], "metrics": [], "depends_on": { - "macros": [ - "macro.dbt.test_accepted_values", - "macro.dbt.get_where_subquery", - "macro.dbt_snowflake.set_query_tag", - "macro.dbt.materialization_test_default", - "macro.dbt_snowflake.unset_query_tag" - ], - "nodes": ["model.demo.stg_payments"] + "macros": ["macro.elementary.get_config_var"], + "nodes": ["model.elementary.elementary_test_results"] }, - "compiled_path": "target/compiled/demo/models/staging/schema.yml/accepted_values_stg_payments_c7909fb19b1f0177c2bf99c7912f06ef.sql", - "compiled": true, - "compiled_code": "\n \n \n\nwith all_values as (\n\n select\n payment_method as value_field,\n count(*) as n_records\n\n from DEV.development_sung.stg_payments\n group by payment_method\n\n)\n\nselect *\nfrom all_values\nwhere value_field not in (\n 'credit_card','coupon','bank_transfer','gift_card'\n)\n\n\n", - "extra_ctes_injected": true, - "extra_ctes": [], - "contract": { "enforced": false, "checksum": null }, - "column_name": "payment_method", - "file_key_name": "models.stg_payments", - "attached_node": "model.demo.stg_payments" - }, - "test.demo.unique_customers_customer_id.c5af1ff4b1": { - "test_metadata": { - "name": "unique", - "kwargs": { - "column_name": "customer_id", - "model": "{{ get_where_subquery(ref('customers')) }}" - }, - "namespace": null + "compiled_path": null, + "contract": { + "enforced": false, + "alias_types": true, + "checksum": null }, + "access": "protected", + "constraints": [], + "version": null, + "latest_version": null, + "deprecation_date": null + }, + "model.elementary.alerts_dbt_source_freshness": { "database": "DEV", - "schema": "development_sung_dbt_test__audit", - "name": "unique_customers_customer_id", - "resource_type": "test", - "package_name": "demo", - "path": "unique_customers_customer_id.sql", - "original_file_path": "models/core/schema.yml", - "unique_id": "test.demo.unique_customers_customer_id.c5af1ff4b1", - "fqn": ["demo", "core", "unique_customers_customer_id"], - "alias": "unique_customers_customer_id", - "checksum": { "name": "none", "checksum": "" }, + "schema": "development_sung_elementary", + "name": "alerts_dbt_source_freshness", + "resource_type": "model", + "package_name": "elementary", + "path": "edr/alerts/alerts_dbt_source_freshness.sql", + "original_file_path": "models/edr/alerts/alerts_dbt_source_freshness.sql", + "unique_id": "model.elementary.alerts_dbt_source_freshness", + "fqn": [ + "elementary", + "edr", + "alerts", + "alerts_dbt_source_freshness" + ], + "alias": "alerts_dbt_source_freshness", + "checksum": { + "name": "sha256", + "checksum": "ca4eca45129d0e51d368c4c9cc6818a1258290ac531146f3e8a4a61871ff71df" + }, "config": { "enabled": true, "alias": null, - "schema": "dbt_test__audit", + "schema": "elementary", "database": null, "tags": [], - "meta": {}, + "meta": { "datafold": { "datadiff": { "never_diff": true } } }, "group": null, - "materialized": "test", - "severity": "ERROR", - "store_failures": null, - "where": null, - "limit": null, - "fail_calc": "count(*)", - "warn_if": "!= 0", - "error_if": "!= 0" + "materialized": "view", + "incremental_strategy": null, + "persist_docs": {}, + "post-hook": [], + "pre-hook": [], + "quoting": {}, + "column_types": {}, + "full_refresh": null, + "unique_key": null, + "on_schema_change": "ignore", + "on_configuration_change": "apply", + "grants": {}, + "packages": [], + "docs": { "show": true, "node_color": null }, + "contract": { "enforced": false, "alias_types": true }, + "access": "protected", + "bind": false }, "tags": [], "description": "", "columns": {}, - "meta": {}, + "meta": { "datafold": { "datadiff": { "never_diff": true } } }, "group": null, "docs": { "show": true, "node_color": null }, "patch_path": null, - "build_path": "target/run/demo/models/core/schema.yml/unique_customers_customer_id.sql", + "build_path": null, "deferred": false, - "unrendered_config": {}, - "created_at": 1693603074.041611, - "relation_name": null, - "raw_code": "{{ test_unique(**_dbt_generic_test_kwargs) }}", + "unrendered_config": { + "materialized": "view", + "bind": false, + "schema": "elementary", + "meta": { "datafold": { "datadiff": { "never_diff": true } } } + }, + "created_at": 1699027427.402774, + "relation_name": "DEV.development_sung_elementary.alerts_dbt_source_freshness", + "raw_code": "{{\n config(\n materialized = 'view',\n bind=False\n )\n}}\n\nwith results as (\n select * from {{ ref('dbt_source_freshness_results') }}\n),\n\nsources as (\n select * from {{ ref('dbt_sources') }}\n)\n\nselect\n results.source_freshness_execution_id as alert_id,\n results.max_loaded_at,\n results.snapshotted_at,\n results.generated_at as detected_at,\n results.max_loaded_at_time_ago_in_s,\n results.status,\n results.error,\n sources.unique_id,\n sources.database_name,\n sources.schema_name,\n sources.source_name,\n sources.identifier,\n sources.freshness_error_after,\n sources.freshness_warn_after,\n sources.freshness_filter,\n sources.tags,\n sources.meta,\n sources.owner,\n sources.package_name,\n sources.path\nfrom results\njoin sources on results.unique_id = sources.unique_id\nwhere {{ not elementary.get_config_var('disable_source_freshness_alerts') }} and lower(status) != 'pass'", "language": "sql", - "refs": [{ "name": "customers", "package": null, "version": null }], + "refs": [ + { + "name": "dbt_source_freshness_results", + "package": null, + "version": null + }, + { "name": "dbt_sources", "package": null, "version": null } + ], "sources": [], "metrics": [], "depends_on": { - "macros": [ - "macro.dbt.test_unique", - "macro.dbt.get_where_subquery", - "macro.dbt_snowflake.set_query_tag", - "macro.dbt.materialization_test_default", - "macro.dbt_snowflake.unset_query_tag" - ], - "nodes": ["model.demo.customers"] + "macros": ["macro.elementary.get_config_var"], + "nodes": [ + "model.elementary.dbt_source_freshness_results", + "model.elementary.dbt_sources" + ] }, - "compiled_path": "target/compiled/demo/models/core/schema.yml/unique_customers_customer_id.sql", - "compiled": true, - "compiled_code": "\n \n \n\nselect\n customer_id as unique_field,\n count(*) as n_records\n\nfrom DEV.development_sung.customers\nwhere customer_id is not null\ngroup by customer_id\nhaving count(*) > 1\n\n\n", - "extra_ctes_injected": true, - "extra_ctes": [], - "contract": { "enforced": false, "checksum": null }, - "column_name": "customer_id", - "file_key_name": "models.customers", - "attached_node": "model.demo.customers" - }, - "test.demo.not_null_customers_customer_id.5c9bf9911d": { - "test_metadata": { - "name": "not_null", - "kwargs": { - "column_name": "customer_id", - "model": "{{ get_where_subquery(ref('customers')) }}" - }, - "namespace": null + "compiled_path": null, + "contract": { + "enforced": false, + "alias_types": true, + "checksum": null }, + "access": "protected", + "constraints": [], + "version": null, + "latest_version": null, + "deprecation_date": null + }, + "model.elementary.alerts_anomaly_detection": { "database": "DEV", - "schema": "development_sung_dbt_test__audit", - "name": "not_null_customers_customer_id", - "resource_type": "test", - "package_name": "demo", - "path": "not_null_customers_customer_id.sql", - "original_file_path": "models/core/schema.yml", - "unique_id": "test.demo.not_null_customers_customer_id.5c9bf9911d", - "fqn": ["demo", "core", "not_null_customers_customer_id"], - "alias": "not_null_customers_customer_id", - "checksum": { "name": "none", "checksum": "" }, + "schema": "development_sung_elementary", + "name": "alerts_anomaly_detection", + "resource_type": "model", + "package_name": "elementary", + "path": "edr/alerts/alerts_anomaly_detection.sql", + "original_file_path": "models/edr/alerts/alerts_anomaly_detection.sql", + "unique_id": "model.elementary.alerts_anomaly_detection", + "fqn": ["elementary", "edr", "alerts", "alerts_anomaly_detection"], + "alias": "alerts_anomaly_detection", + "checksum": { + "name": "sha256", + "checksum": "0d2bb9c33ded81e6501643abeeacde1b21695f406b861f748923e4bd9ce0c4c8" + }, "config": { "enabled": true, "alias": null, - "schema": "dbt_test__audit", + "schema": "elementary", "database": null, "tags": [], - "meta": {}, + "meta": { "datafold": { "datadiff": { "never_diff": true } } }, "group": null, - "materialized": "test", - "severity": "ERROR", - "store_failures": null, - "where": null, - "limit": null, - "fail_calc": "count(*)", - "warn_if": "!= 0", - "error_if": "!= 0" + "materialized": "view", + "incremental_strategy": null, + "persist_docs": {}, + "post-hook": [], + "pre-hook": [], + "quoting": {}, + "column_types": {}, + "full_refresh": null, + "unique_key": null, + "on_schema_change": "ignore", + "on_configuration_change": "apply", + "grants": {}, + "packages": [], + "docs": { "show": true, "node_color": null }, + "contract": { "enforced": false, "alias_types": true }, + "access": "protected", + "bind": false }, "tags": [], - "description": "", + "description": "A view that is used by the Elementary CLI to generate alerts on data anomalies detected using the elementary anomaly detection tests. The view filters alerts according to configuration.\n", "columns": {}, - "meta": {}, + "meta": { "datafold": { "datadiff": { "never_diff": true } } }, "group": null, "docs": { "show": true, "node_color": null }, - "patch_path": null, - "build_path": "target/run/demo/models/core/schema.yml/not_null_customers_customer_id.sql", + "patch_path": "elementary://models/alerts_views.yml", + "build_path": null, "deferred": false, - "unrendered_config": {}, - "created_at": 1693603074.0428119, - "relation_name": null, - "raw_code": "{{ test_not_null(**_dbt_generic_test_kwargs) }}", + "unrendered_config": { + "materialized": "view", + "bind": false, + "schema": "elementary", + "meta": { "datafold": { "datadiff": { "never_diff": true } } } + }, + "created_at": 1699027427.890348, + "relation_name": "DEV.development_sung_elementary.alerts_anomaly_detection", + "raw_code": "{{\n config(\n materialized = 'view',\n bind =False\n )\n}}\n\nwith elementary_test_results as (\n select * from {{ ref('elementary_test_results') }}\n),\n\nalerts_anomaly_detection as (\n select id as alert_id,\n data_issue_id,\n test_execution_id,\n test_unique_id,\n model_unique_id,\n detected_at,\n database_name,\n schema_name,\n table_name,\n column_name,\n test_type as alert_type,\n test_sub_type as sub_type,\n test_results_description as alert_description,\n owners,\n tags,\n test_results_query as alert_results_query,\n other,\n test_name,\n test_short_name,\n test_params,\n severity,\n status,\n result_rows\n from elementary_test_results\n where {{ not elementary.get_config_var('disable_test_alerts') }} and lower(status) != 'pass' {%- if elementary.get_config_var('disable_warn_alerts') -%} and lower(status) != 'warn' {%- endif -%} {%- if elementary.get_config_var('disable_skipped_test_alerts') -%} and lower(status) != 'skipped' {%- endif -%} and test_type = 'anomaly_detection'\n)\n\nselect * from alerts_anomaly_detection", "language": "sql", - "refs": [{ "name": "customers", "package": null, "version": null }], + "refs": [ + { + "name": "elementary_test_results", + "package": null, + "version": null + } + ], "sources": [], "metrics": [], "depends_on": { - "macros": [ - "macro.dbt.test_not_null", - "macro.dbt.get_where_subquery", - "macro.dbt_snowflake.set_query_tag", - "macro.dbt.materialization_test_default", - "macro.dbt_snowflake.unset_query_tag" - ], - "nodes": ["model.demo.customers"] + "macros": ["macro.elementary.get_config_var"], + "nodes": ["model.elementary.elementary_test_results"] }, - "compiled_path": "target/compiled/demo/models/core/schema.yml/not_null_customers_customer_id.sql", - "compiled": true, - "compiled_code": "\n \n \n\n\n\nselect customer_id\nfrom DEV.development_sung.customers\nwhere customer_id is null\n\n\n", - "extra_ctes_injected": true, - "extra_ctes": [], - "contract": { "enforced": false, "checksum": null }, - "column_name": "customer_id", - "file_key_name": "models.customers", - "attached_node": "model.demo.customers" - }, - "test.demo.unique_orders_order_id.fed79b3a6e": { - "test_metadata": { - "name": "unique", - "kwargs": { - "column_name": "order_id", - "model": "{{ get_where_subquery(ref('orders')) }}" - }, - "namespace": null + "compiled_path": null, + "contract": { + "enforced": false, + "alias_types": true, + "checksum": null }, + "access": "protected", + "constraints": [], + "version": null, + "latest_version": null, + "deprecation_date": null + }, + "model.elementary.alerts_dbt_models": { "database": "DEV", - "schema": "development_sung_dbt_test__audit", - "name": "unique_orders_order_id", - "resource_type": "test", - "package_name": "demo", - "path": "unique_orders_order_id.sql", - "original_file_path": "models/core/schema.yml", - "unique_id": "test.demo.unique_orders_order_id.fed79b3a6e", - "fqn": ["demo", "core", "unique_orders_order_id"], - "alias": "unique_orders_order_id", - "checksum": { "name": "none", "checksum": "" }, + "schema": "development_sung_elementary", + "name": "alerts_dbt_models", + "resource_type": "model", + "package_name": "elementary", + "path": "edr/alerts/alerts_dbt_models.sql", + "original_file_path": "models/edr/alerts/alerts_dbt_models.sql", + "unique_id": "model.elementary.alerts_dbt_models", + "fqn": ["elementary", "edr", "alerts", "alerts_dbt_models"], + "alias": "alerts_dbt_models", + "checksum": { + "name": "sha256", + "checksum": "d039f6459f8b9cb0d6f1e4cf653de020cc90eb035e31107860dfbaea302304f9" + }, "config": { "enabled": true, "alias": null, - "schema": "dbt_test__audit", + "schema": "elementary", "database": null, "tags": [], - "meta": {}, + "meta": { "datafold": { "datadiff": { "never_diff": true } } }, "group": null, - "materialized": "test", - "severity": "ERROR", - "store_failures": null, - "where": null, - "limit": null, - "fail_calc": "count(*)", - "warn_if": "!= 0", - "error_if": "!= 0" + "materialized": "view", + "incremental_strategy": null, + "persist_docs": {}, + "post-hook": [], + "pre-hook": [], + "quoting": {}, + "column_types": {}, + "full_refresh": null, + "unique_key": null, + "on_schema_change": "ignore", + "on_configuration_change": "apply", + "grants": {}, + "packages": [], + "docs": { "show": true, "node_color": null }, + "contract": { "enforced": false, "alias_types": true }, + "access": "protected", + "bind": false }, "tags": [], - "description": "", + "description": "A view that is used by the Elementary CLI to generate models alerts, including all the fields the alert will include such as owner, tags, error message, etc. It joins data about models and snapshots run results, and filters alerts according to configuration.\n", "columns": {}, - "meta": {}, + "meta": { "datafold": { "datadiff": { "never_diff": true } } }, "group": null, "docs": { "show": true, "node_color": null }, - "patch_path": null, - "build_path": "target/run/demo/models/core/schema.yml/unique_orders_order_id.sql", + "patch_path": "elementary://models/alerts_views.yml", + "build_path": null, "deferred": false, - "unrendered_config": {}, - "created_at": 1693603074.043843, - "relation_name": null, - "raw_code": "{{ test_unique(**_dbt_generic_test_kwargs) }}", + "unrendered_config": { + "materialized": "view", + "bind": false, + "schema": "elementary", + "meta": { "datafold": { "datadiff": { "never_diff": true } } } + }, + "created_at": 1699027427.88989, + "relation_name": "DEV.development_sung_elementary.alerts_dbt_models", + "raw_code": "{{\n config(\n materialized = 'view',\n bind=False\n )\n}}\n\nwith error_models as (\n \n select model_execution_id,\n unique_id,\n invocation_id,\n name,\n generated_at,\n status,\n full_refresh,\n message,\n execution_time,\n execute_started_at,\n execute_completed_at,\n compile_started_at,\n compile_completed_at,\n compiled_code,\n database_name,\n schema_name,\n materialization,\n tags,\n package_name,\n path,\n original_path,\n owner,\n alias \n from {{ ref('model_run_results') }}\n \n union all\n \n select model_execution_id,\n unique_id,\n invocation_id,\n name,\n generated_at,\n status,\n full_refresh,\n message,\n execution_time,\n execute_started_at,\n execute_completed_at,\n compile_started_at,\n compile_completed_at,\n compiled_code,\n database_name,\n schema_name,\n materialization,\n tags,\n package_name,\n path,\n original_path,\n owner,\n alias \n from {{ ref('snapshot_run_results') }}\n)\n\n\nselect model_execution_id as alert_id,\n unique_id,\n generated_at as detected_at,\n database_name,\n materialization,\n path,\n original_path,\n schema_name,\n message,\n owner as owners,\n tags,\n alias,\n status,\n full_refresh\nfrom error_models\nwhere {{ not elementary.get_config_var('disable_model_alerts') }} and lower(status) != 'success' {%- if elementary.get_config_var('disable_skipped_model_alerts') -%} and lower(status) != 'skipped' {%- endif -%}", "language": "sql", - "refs": [{ "name": "orders", "package": null, "version": null }], + "refs": [ + { + "name": "model_run_results", + "package": null, + "version": null + }, + { + "name": "snapshot_run_results", + "package": null, + "version": null + } + ], "sources": [], "metrics": [], "depends_on": { - "macros": [ - "macro.dbt.test_unique", - "macro.dbt.get_where_subquery", - "macro.dbt_snowflake.set_query_tag", - "macro.dbt.materialization_test_default", - "macro.dbt_snowflake.unset_query_tag" - ], - "nodes": ["model.demo.orders"] + "macros": ["macro.elementary.get_config_var"], + "nodes": [ + "model.elementary.model_run_results", + "model.elementary.snapshot_run_results" + ] }, - "compiled_path": "target/compiled/demo/models/core/schema.yml/unique_orders_order_id.sql", - "compiled": true, - "compiled_code": "\n \n \n\nselect\n order_id as unique_field,\n count(*) as n_records\n\nfrom DEV.development_sung.orders\nwhere order_id is not null\ngroup by order_id\nhaving count(*) > 1\n\n\n", - "extra_ctes_injected": true, - "extra_ctes": [], - "contract": { "enforced": false, "checksum": null }, - "column_name": "order_id", - "file_key_name": "models.orders", - "attached_node": "model.demo.orders" - }, - "test.demo.not_null_orders_order_id.cf6c17daed": { - "test_metadata": { - "name": "not_null", - "kwargs": { - "column_name": "order_id", - "model": "{{ get_where_subquery(ref('orders')) }}" - }, - "namespace": null + "compiled_path": null, + "contract": { + "enforced": false, + "alias_types": true, + "checksum": null }, + "access": "protected", + "constraints": [], + "version": null, + "latest_version": null, + "deprecation_date": null + }, + "model.elementary.monitors_runs": { "database": "DEV", - "schema": "development_sung_dbt_test__audit", - "name": "not_null_orders_order_id", - "resource_type": "test", - "package_name": "demo", - "path": "not_null_orders_order_id.sql", - "original_file_path": "models/core/schema.yml", - "unique_id": "test.demo.not_null_orders_order_id.cf6c17daed", - "fqn": ["demo", "core", "not_null_orders_order_id"], - "alias": "not_null_orders_order_id", - "checksum": { "name": "none", "checksum": "" }, + "schema": "development_sung_elementary", + "name": "monitors_runs", + "resource_type": "model", + "package_name": "elementary", + "path": "edr/system/monitors_runs.sql", + "original_file_path": "models/edr/system/monitors_runs.sql", + "unique_id": "model.elementary.monitors_runs", + "fqn": ["elementary", "edr", "system", "monitors_runs"], + "alias": "monitors_runs", + "checksum": { + "name": "sha256", + "checksum": "3720e206635d4f2f95c193835727b0d533ec1a5fa56e5dec79331418d07e934f" + }, "config": { "enabled": true, "alias": null, - "schema": "dbt_test__audit", + "schema": "elementary", "database": null, "tags": [], - "meta": {}, + "meta": { "datafold": { "datadiff": { "never_diff": true } } }, "group": null, - "materialized": "test", - "severity": "ERROR", - "store_failures": null, - "where": null, - "limit": null, - "fail_calc": "count(*)", - "warn_if": "!= 0", - "error_if": "!= 0" + "materialized": "view", + "incremental_strategy": null, + "persist_docs": {}, + "post-hook": [], + "pre-hook": [], + "quoting": {}, + "column_types": {}, + "full_refresh": null, + "unique_key": null, + "on_schema_change": "ignore", + "on_configuration_change": "apply", + "grants": {}, + "packages": [], + "docs": { "show": true, "node_color": null }, + "contract": { "enforced": false, "alias_types": true }, + "access": "protected", + "bind": false }, "tags": [], - "description": "", + "description": "This is a view on `data_monitoring_metrics` that is used to determine when a specific anomaly detection test was last executed. Each anomaly detection test queries this view to decide on a start time for collecting metrics.\n", "columns": {}, - "meta": {}, + "meta": { "datafold": { "datadiff": { "never_diff": true } } }, "group": null, "docs": { "show": true, "node_color": null }, - "patch_path": null, - "build_path": "target/run/demo/models/core/schema.yml/not_null_orders_order_id.sql", + "patch_path": "elementary://models/elementary_tests.yml", + "build_path": null, "deferred": false, - "unrendered_config": {}, - "created_at": 1693603074.044994, - "relation_name": null, - "raw_code": "{{ test_not_null(**_dbt_generic_test_kwargs) }}", + "unrendered_config": { + "materialized": "view", + "bind": false, + "schema": "elementary", + "meta": { "datafold": { "datadiff": { "never_diff": true } } } + }, + "created_at": 1699027427.889146, + "relation_name": "DEV.development_sung_elementary.monitors_runs", + "raw_code": "{{\n config(\n materialized = 'view',\n bind=False\n )\n}}\n\nwith data_monitoring_metrics as (\n\n select * from {{ ref('data_monitoring_metrics') }}\n\n),\n\nmax_bucket_end as (\n\n select full_table_name,\n column_name,\n metric_name,\n metric_properties,\n max(bucket_end) as last_bucket_end,\n min(bucket_end) as first_bucket_end\n from data_monitoring_metrics\n group by 1,2,3,4\n\n)\n\nselect * from max_bucket_end", "language": "sql", - "refs": [{ "name": "orders", "package": null, "version": null }], + "refs": [ + { + "name": "data_monitoring_metrics", + "package": null, + "version": null + } + ], "sources": [], "metrics": [], "depends_on": { - "macros": [ - "macro.dbt.test_not_null", - "macro.dbt.get_where_subquery", - "macro.dbt_snowflake.set_query_tag", - "macro.dbt.materialization_test_default", - "macro.dbt_snowflake.unset_query_tag" - ], - "nodes": ["model.demo.orders"] + "macros": [], + "nodes": ["model.elementary.data_monitoring_metrics"] }, - "compiled_path": "target/compiled/demo/models/core/schema.yml/not_null_orders_order_id.sql", - "compiled": true, - "compiled_code": "\n \n \n\n\n\nselect order_id\nfrom DEV.development_sung.orders\nwhere order_id is null\n\n\n", - "extra_ctes_injected": true, - "extra_ctes": [], - "contract": { "enforced": false, "checksum": null }, - "column_name": "order_id", - "file_key_name": "models.orders", - "attached_node": "model.demo.orders" - }, - "test.demo.not_null_orders_customer_id.c5f02694af": { - "test_metadata": { - "name": "not_null", - "kwargs": { - "column_name": "customer_id", - "model": "{{ get_where_subquery(ref('orders')) }}" - }, - "namespace": null + "compiled_path": null, + "contract": { + "enforced": false, + "alias_types": true, + "checksum": null }, + "access": "protected", + "constraints": [], + "version": null, + "latest_version": null, + "deprecation_date": null + }, + "model.elementary.metadata": { "database": "DEV", - "schema": "development_sung_dbt_test__audit", - "name": "not_null_orders_customer_id", - "resource_type": "test", - "package_name": "demo", - "path": "not_null_orders_customer_id.sql", - "original_file_path": "models/core/schema.yml", - "unique_id": "test.demo.not_null_orders_customer_id.c5f02694af", - "fqn": ["demo", "core", "not_null_orders_customer_id"], - "alias": "not_null_orders_customer_id", - "checksum": { "name": "none", "checksum": "" }, + "schema": "development_sung_elementary", + "name": "metadata", + "resource_type": "model", + "package_name": "elementary", + "path": "edr/system/metadata.sql", + "original_file_path": "models/edr/system/metadata.sql", + "unique_id": "model.elementary.metadata", + "fqn": ["elementary", "edr", "system", "metadata"], + "alias": "metadata", + "checksum": { + "name": "sha256", + "checksum": "7d06c726499b330d51c340d2dc2774ac95f958fd6824c09711b3881b39b76a84" + }, "config": { "enabled": true, "alias": null, - "schema": "dbt_test__audit", + "schema": "elementary", "database": null, "tags": [], - "meta": {}, + "meta": { "datafold": { "datadiff": { "never_diff": true } } }, "group": null, - "materialized": "test", - "severity": "ERROR", - "store_failures": null, - "where": null, - "limit": null, - "fail_calc": "count(*)", - "warn_if": "!= 0", - "error_if": "!= 0" + "materialized": "table", + "incremental_strategy": null, + "persist_docs": {}, + "post-hook": [], + "pre-hook": [], + "quoting": {}, + "column_types": {}, + "full_refresh": null, + "unique_key": null, + "on_schema_change": "ignore", + "on_configuration_change": "apply", + "grants": {}, + "packages": [], + "docs": { "show": true, "node_color": null }, + "contract": { "enforced": false, "alias_types": true }, + "access": "protected" }, "tags": [], "description": "", "columns": {}, - "meta": {}, + "meta": { "datafold": { "datadiff": { "never_diff": true } } }, "group": null, "docs": { "show": true, "node_color": null }, "patch_path": null, - "build_path": "target/run/demo/models/core/schema.yml/not_null_orders_customer_id.sql", + "build_path": null, "deferred": false, - "unrendered_config": {}, - "created_at": 1693603074.046016, - "relation_name": null, - "raw_code": "{{ test_not_null(**_dbt_generic_test_kwargs) }}", + "unrendered_config": { + "materialized": "table", + "schema": "elementary", + "meta": { "datafold": { "datadiff": { "never_diff": true } } } + }, + "created_at": 1699027427.422155, + "relation_name": "DEV.development_sung_elementary.metadata", + "raw_code": "{{ config(materialized='table') }}\n\nSELECT\n '{{ elementary.get_elementary_package_version() }}' as dbt_pkg_version", "language": "sql", - "refs": [{ "name": "orders", "package": null, "version": null }], + "refs": [], "sources": [], "metrics": [], "depends_on": { - "macros": [ - "macro.dbt.test_not_null", - "macro.dbt.get_where_subquery", - "macro.dbt_snowflake.set_query_tag", - "macro.dbt.materialization_test_default", - "macro.dbt_snowflake.unset_query_tag" - ], - "nodes": ["model.demo.orders"] + "macros": ["macro.elementary.get_elementary_package_version"], + "nodes": [] }, - "compiled_path": "target/compiled/demo/models/core/schema.yml/not_null_orders_customer_id.sql", - "compiled": true, - "compiled_code": "\n \n \n\n\n\nselect customer_id\nfrom DEV.development_sung.orders\nwhere customer_id is null\n\n\n", - "extra_ctes_injected": true, - "extra_ctes": [], - "contract": { "enforced": false, "checksum": null }, - "column_name": "customer_id", - "file_key_name": "models.orders", - "attached_node": "model.demo.orders" - }, - "test.demo.relationships_orders_customer_id__customer_id__ref_customers_.c6ec7f58f2": { - "test_metadata": { - "name": "relationships", - "kwargs": { - "to": "ref('customers')", - "field": "customer_id", - "column_name": "customer_id", - "model": "{{ get_where_subquery(ref('orders')) }}" - }, - "namespace": null + "compiled_path": null, + "contract": { + "enforced": false, + "alias_types": true, + "checksum": null }, + "access": "protected", + "constraints": [], + "version": null, + "latest_version": null, + "deprecation_date": null + }, + "model.elementary.dbt_tests": { "database": "DEV", - "schema": "development_sung_dbt_test__audit", - "name": "relationships_orders_customer_id__customer_id__ref_customers_", - "resource_type": "test", - "package_name": "demo", - "path": "relationships_orders_customer_id__customer_id__ref_customers_.sql", - "original_file_path": "models/core/schema.yml", - "unique_id": "test.demo.relationships_orders_customer_id__customer_id__ref_customers_.c6ec7f58f2", - "fqn": [ - "demo", - "core", - "relationships_orders_customer_id__customer_id__ref_customers_" - ], - "alias": "relationships_orders_customer_id__customer_id__ref_customers_", - "checksum": { "name": "none", "checksum": "" }, + "schema": "development_sung_elementary", + "name": "dbt_tests", + "resource_type": "model", + "package_name": "elementary", + "path": "edr/dbt_artifacts/dbt_tests.sql", + "original_file_path": "models/edr/dbt_artifacts/dbt_tests.sql", + "unique_id": "model.elementary.dbt_tests", + "fqn": ["elementary", "edr", "dbt_artifacts", "dbt_tests"], + "alias": "dbt_tests", + "checksum": { + "name": "sha256", + "checksum": "741409041141e4601052d37da988d545419809fd0c630fa7cfee31d75e66a5c2" + }, "config": { "enabled": true, "alias": null, - "schema": "dbt_test__audit", + "schema": "elementary", "database": null, "tags": [], - "meta": {}, + "meta": { "datafold": { "datadiff": { "never_diff": true } } }, "group": null, - "materialized": "test", - "severity": "ERROR", - "store_failures": null, - "where": null, - "limit": null, - "fail_calc": "count(*)", - "warn_if": "!= 0", - "error_if": "!= 0" + "materialized": "incremental", + "incremental_strategy": null, + "persist_docs": {}, + "post-hook": [ + { + "sql": "{{ elementary.upload_dbt_tests() }}", + "transaction": true, + "index": null + } + ], + "pre-hook": [], + "quoting": {}, + "column_types": {}, + "full_refresh": false, + "unique_key": "unique_id", + "on_schema_change": "sync_all_columns", + "on_configuration_change": "apply", + "grants": {}, + "packages": [], + "docs": { "show": true, "node_color": null }, + "contract": { "enforced": false, "alias_types": true }, + "access": "protected", + "transient": false }, "tags": [], - "description": "", - "columns": {}, - "meta": {}, + "description": "Metadata about tests in the project, including configuration and properties from the dbt graph. Each row contains information about a single test. Data is loaded every time this model is executed. It is recommended to execute the model every time a change is merged to the project.\n", + "columns": { + "unique_id": { + "name": "unique_id", + "description": "The unique id of the test.", + "meta": {}, + "data_type": "string", + "constraints": [], + "quote": null, + "tags": [] + }, + "database_name": { + "name": "database_name", + "description": "The tested model database name.", + "meta": {}, + "data_type": "string", + "constraints": [], + "quote": null, + "tags": [] + }, + "schema_name": { + "name": "schema_name", + "description": "The tested model schema name.", + "meta": {}, + "data_type": "string", + "constraints": [], + "quote": null, + "tags": [] + }, + "name": { + "name": "name", + "description": "The test name.", + "meta": {}, + "data_type": "string", + "constraints": [], + "quote": null, + "tags": [] + }, + "short_name": { + "name": "short_name", + "description": "", + "meta": {}, + "data_type": "string", + "constraints": [], + "quote": null, + "tags": [] + }, + "alias": { + "name": "alias", + "description": "", + "meta": {}, + "data_type": "string", + "constraints": [], + "quote": null, + "tags": [] + }, + "test_column_name": { + "name": "test_column_name", + "description": "The name of the tested column.", + "meta": {}, + "data_type": "string", + "constraints": [], + "quote": null, + "tags": [] + }, + "severity": { + "name": "severity", + "description": "", + "meta": {}, + "data_type": "string", + "constraints": [], + "quote": null, + "tags": [] + }, + "warn_if": { + "name": "warn_if", + "description": "", + "meta": {}, + "data_type": "string", + "constraints": [], + "quote": null, + "tags": [] + }, + "error_if": { + "name": "error_if", + "description": "", + "meta": {}, + "data_type": "string", + "constraints": [], + "quote": null, + "tags": [] + }, + "test_params": { + "name": "test_params", + "description": "", + "meta": {}, + "data_type": "string", + "constraints": [], + "quote": null, + "tags": [] + }, + "test_namespace": { + "name": "test_namespace", + "description": "", + "meta": {}, + "data_type": "string", + "constraints": [], + "quote": null, + "tags": [] + }, + "tags": { + "name": "tags", + "description": "", + "meta": {}, + "data_type": "string", + "constraints": [], + "quote": null, + "tags": [] + }, + "model_tags": { + "name": "model_tags", + "description": "", + "meta": {}, + "data_type": "string", + "constraints": [], + "quote": null, + "tags": [] + }, + "model_owners": { + "name": "model_owners", + "description": "", + "meta": {}, + "data_type": "string", + "constraints": [], + "quote": null, + "tags": [] + }, + "meta": { + "name": "meta", + "description": "", + "meta": {}, + "data_type": "string", + "constraints": [], + "quote": null, + "tags": [] + }, + "depends_on_macros": { + "name": "depends_on_macros", + "description": "", + "meta": {}, + "data_type": "string", + "constraints": [], + "quote": null, + "tags": [] + }, + "depends_on_nodes": { + "name": "depends_on_nodes", + "description": "", + "meta": {}, + "data_type": "string", + "constraints": [], + "quote": null, + "tags": [] + }, + "parent_model_unique_id": { + "name": "parent_model_unique_id", + "description": "", + "meta": {}, + "data_type": "string", + "constraints": [], + "quote": null, + "tags": [] + }, + "description": { + "name": "description", + "description": "", + "meta": {}, + "data_type": "string", + "constraints": [], + "quote": null, + "tags": [] + }, + "package_name": { + "name": "package_name", + "description": "", + "meta": {}, + "data_type": "string", + "constraints": [], + "quote": null, + "tags": [] + }, + "type": { + "name": "type", + "description": "", + "meta": {}, + "data_type": "string", + "constraints": [], + "quote": null, + "tags": [] + }, + "original_path": { + "name": "original_path", + "description": "", + "meta": {}, + "data_type": "string", + "constraints": [], + "quote": null, + "tags": [] + }, + "path": { + "name": "path", + "description": "", + "meta": {}, + "data_type": "string", + "constraints": [], + "quote": null, + "tags": [] + }, + "generated_at": { + "name": "generated_at", + "description": "", + "meta": {}, + "data_type": "string", + "constraints": [], + "quote": null, + "tags": [] + } + }, + "meta": { "datafold": { "datadiff": { "never_diff": true } } }, "group": null, "docs": { "show": true, "node_color": null }, - "patch_path": null, - "build_path": "target/run/demo/models/core/schema.yml/relationships_orders_customer_id__customer_id__ref_customers_.sql", + "patch_path": "elementary://models/dbt_artifacts.yml", + "build_path": null, "deferred": false, - "unrendered_config": {}, - "created_at": 1693603074.0470579, - "relation_name": null, - "raw_code": "{{ test_relationships(**_dbt_generic_test_kwargs) }}", + "unrendered_config": { + "materialized": "incremental", + "transient": false, + "unique_key": "unique_id", + "on_schema_change": "sync_all_columns", + "full_refresh": false, + "post-hook": ["{{ elementary.upload_dbt_tests() }}"], + "schema": "elementary", + "meta": { "datafold": { "datadiff": { "never_diff": true } } } + }, + "created_at": 1699027427.940001, + "relation_name": "DEV.development_sung_elementary.dbt_tests", + "raw_code": "{{\n config(\n materialized='incremental',\n transient=False,\n post_hook='{{ elementary.upload_dbt_tests() }}',\n unique_key='unique_id',\n on_schema_change='sync_all_columns',\n full_refresh=elementary.get_config_var('elementary_full_refresh')\n )\n}}\n\n{{ elementary.get_dbt_tests_empty_table_query() }}", "language": "sql", - "refs": [ - { "name": "customers", "package": null, "version": null }, - { "name": "orders", "package": null, "version": null } - ], + "refs": [], "sources": [], "metrics": [], "depends_on": { "macros": [ - "macro.dbt.test_relationships", - "macro.dbt.get_where_subquery", - "macro.dbt_snowflake.set_query_tag", - "macro.dbt.materialization_test_default", - "macro.dbt_snowflake.unset_query_tag" + "macro.elementary.get_config_var", + "macro.elementary.get_dbt_tests_empty_table_query", + "macro.elementary.upload_dbt_tests" ], - "nodes": ["model.demo.customers", "model.demo.orders"] + "nodes": [] }, - "compiled_path": "target/compiled/demo/models/core/schema.yml/relationships_orders_customer_id__customer_id__ref_customers_.sql", - "compiled": true, - "compiled_code": "\n \n \n\nwith child as (\n select customer_id as from_field\n from DEV.development_sung.orders\n where customer_id is not null\n),\n\nparent as (\n select customer_id as to_field\n from DEV.development_sung.customers\n)\n\nselect\n from_field\n\nfrom child\nleft join parent\n on child.from_field = parent.to_field\n\nwhere parent.to_field is null\n\n\n", - "extra_ctes_injected": true, - "extra_ctes": [], - "contract": { "enforced": false, "checksum": null }, - "column_name": "customer_id", - "file_key_name": "models.orders", - "attached_node": "model.demo.orders" - }, - "test.demo.accepted_values_orders_status__placed__shipped__completed__return_pending__returned.be6b5b5ec3": { - "test_metadata": { - "name": "accepted_values", - "kwargs": { - "values": [ - "placed", - "shipped", - "completed", - "return_pending", - "returned" - ], - "column_name": "status", - "model": "{{ get_where_subquery(ref('orders')) }}" - }, - "namespace": null + "compiled_path": null, + "contract": { + "enforced": false, + "alias_types": true, + "checksum": null }, + "access": "protected", + "constraints": [], + "version": null, + "latest_version": null, + "deprecation_date": null + }, + "model.elementary.dbt_models": { "database": "DEV", - "schema": "development_sung_dbt_test__audit", - "name": "accepted_values_orders_status__placed__shipped__completed__return_pending__returned", - "resource_type": "test", - "package_name": "demo", - "path": "accepted_values_orders_1ce6ab157c285f7cd2ac656013faf758.sql", - "original_file_path": "models/core/schema.yml", - "unique_id": "test.demo.accepted_values_orders_status__placed__shipped__completed__return_pending__returned.be6b5b5ec3", - "fqn": [ - "demo", - "core", - "accepted_values_orders_status__placed__shipped__completed__return_pending__returned" - ], - "alias": "accepted_values_orders_1ce6ab157c285f7cd2ac656013faf758", - "checksum": { "name": "none", "checksum": "" }, + "schema": "development_sung_elementary", + "name": "dbt_models", + "resource_type": "model", + "package_name": "elementary", + "path": "edr/dbt_artifacts/dbt_models.sql", + "original_file_path": "models/edr/dbt_artifacts/dbt_models.sql", + "unique_id": "model.elementary.dbt_models", + "fqn": ["elementary", "edr", "dbt_artifacts", "dbt_models"], + "alias": "dbt_models", + "checksum": { + "name": "sha256", + "checksum": "593b000e1d5ce7b219e4de4086c067491fb0333274ab375e793ccb2fb9fd3759" + }, "config": { "enabled": true, - "alias": "accepted_values_orders_1ce6ab157c285f7cd2ac656013faf758", - "schema": "dbt_test__audit", + "alias": null, + "schema": "elementary", "database": null, "tags": [], - "meta": {}, + "meta": { "datafold": { "datadiff": { "never_diff": true } } }, "group": null, - "materialized": "test", - "severity": "ERROR", - "store_failures": null, - "where": null, - "limit": null, - "fail_calc": "count(*)", - "warn_if": "!= 0", - "error_if": "!= 0" + "materialized": "incremental", + "incremental_strategy": null, + "persist_docs": {}, + "post-hook": [ + { + "sql": "{{ elementary.upload_dbt_models() }}", + "transaction": true, + "index": null + } + ], + "pre-hook": [], + "quoting": {}, + "column_types": {}, + "full_refresh": false, + "unique_key": "unique_id", + "on_schema_change": "sync_all_columns", + "on_configuration_change": "apply", + "grants": {}, + "packages": [], + "docs": { "show": true, "node_color": null }, + "contract": { "enforced": false, "alias_types": true }, + "access": "protected", + "transient": false }, "tags": [], + "description": "Metadata about models in the project, including configuration and properties from the dbt graph. Each row contains information about a single model. Data is loaded every time this model is executed. It is recommended to execute the model every time a change is merged to the project.\n", + "columns": { + "unique_id": { + "name": "unique_id", + "description": "The unique id of the model.", + "meta": {}, + "data_type": "string", + "constraints": [], + "quote": null, + "tags": [] + }, + "alias": { + "name": "alias", + "description": "", + "meta": {}, + "data_type": "string", + "constraints": [], + "quote": null, + "tags": [] + }, + "checksum": { + "name": "checksum", + "description": "Model file checksum.", + "meta": {}, + "data_type": "string", + "constraints": [], + "quote": null, + "tags": [] + }, + "materialization": { + "name": "materialization", + "description": "The model materialization config.", + "meta": {}, + "data_type": "string", + "constraints": [], + "quote": null, + "tags": [] + }, + "tags": { + "name": "tags", + "description": "Model tags property.", + "meta": {}, + "data_type": "string", + "constraints": [], + "quote": null, + "tags": [] + }, + "meta": { + "name": "meta", + "description": "The content of 'meta' property key.", + "meta": {}, + "data_type": "string", + "constraints": [], + "quote": null, + "tags": [] + }, + "owner": { + "name": "owner", + "description": "Model owner property (configured under 'meta' key).", + "meta": {}, + "data_type": "string", + "constraints": [], + "quote": null, + "tags": [] + }, + "database_name": { + "name": "database_name", + "description": "The model database name.", + "meta": {}, + "data_type": "string", + "constraints": [], + "quote": null, + "tags": [] + }, + "schema_name": { + "name": "schema_name", + "description": "The model schema name.", + "meta": {}, + "data_type": "string", + "constraints": [], + "quote": null, + "tags": [] + }, + "depends_on_macros": { + "name": "depends_on_macros", + "description": "The macros the model directly depends on.", + "meta": {}, + "data_type": "string", + "constraints": [], + "quote": null, + "tags": [] + }, + "depends_on_nodes": { + "name": "depends_on_nodes", + "description": "The nodes the model directly depends on.", + "meta": {}, + "data_type": "string", + "constraints": [], + "quote": null, + "tags": [] + }, + "description": { + "name": "description", + "description": "Model description.", + "meta": {}, + "data_type": "string", + "constraints": [], + "quote": null, + "tags": [] + }, + "name": { + "name": "name", + "description": "Model name.", + "meta": {}, + "data_type": "string", + "constraints": [], + "quote": null, + "tags": [] + }, + "package_name": { + "name": "package_name", + "description": "Package name of the model.", + "meta": {}, + "data_type": "string", + "constraints": [], + "quote": null, + "tags": [] + }, + "original_path": { + "name": "original_path", + "description": "Full path of the model file.", + "meta": {}, + "data_type": "string", + "constraints": [], + "quote": null, + "tags": [] + }, + "path": { + "name": "path", + "description": "Short path of the model file.", + "meta": {}, + "data_type": "string", + "constraints": [], + "quote": null, + "tags": [] + }, + "generated_at": { + "name": "generated_at", + "description": "Update time of the table.", + "meta": {}, + "data_type": "string", + "constraints": [], + "quote": null, + "tags": [] + } + }, + "meta": { "datafold": { "datadiff": { "never_diff": true } } }, + "group": null, + "docs": { "show": true, "node_color": null }, + "patch_path": "elementary://models/dbt_artifacts.yml", + "build_path": null, + "deferred": false, + "unrendered_config": { + "materialized": "incremental", + "transient": false, + "unique_key": "unique_id", + "on_schema_change": "sync_all_columns", + "full_refresh": false, + "post-hook": ["{{ elementary.upload_dbt_models() }}"], + "schema": "elementary", + "meta": { "datafold": { "datadiff": { "never_diff": true } } } + }, + "created_at": 1699027427.9374201, + "relation_name": "DEV.development_sung_elementary.dbt_models", + "raw_code": "{{\n config(\n materialized='incremental',\n transient=False,\n post_hook='{{ elementary.upload_dbt_models() }}',\n unique_key='unique_id',\n on_schema_change='sync_all_columns',\n full_refresh=elementary.get_config_var('elementary_full_refresh')\n )\n}}\n\n{{ elementary.get_dbt_models_empty_table_query() }}", + "language": "sql", + "refs": [], + "sources": [], + "metrics": [], + "depends_on": { + "macros": [ + "macro.elementary.get_config_var", + "macro.elementary.get_dbt_models_empty_table_query", + "macro.elementary.upload_dbt_models" + ], + "nodes": [] + }, + "compiled_path": null, + "contract": { + "enforced": false, + "alias_types": true, + "checksum": null + }, + "access": "protected", + "constraints": [], + "version": null, + "latest_version": null, + "deprecation_date": null + }, + "model.elementary.dbt_sources": { + "database": "DEV", + "schema": "development_sung_elementary", + "name": "dbt_sources", + "resource_type": "model", + "package_name": "elementary", + "path": "edr/dbt_artifacts/dbt_sources.sql", + "original_file_path": "models/edr/dbt_artifacts/dbt_sources.sql", + "unique_id": "model.elementary.dbt_sources", + "fqn": ["elementary", "edr", "dbt_artifacts", "dbt_sources"], + "alias": "dbt_sources", + "checksum": { + "name": "sha256", + "checksum": "d8a8439c596b52172075bc5b4106ba6c38d6dbfddbb83677b08815ea400bc712" + }, + "config": { + "enabled": true, + "alias": null, + "schema": "elementary", + "database": null, + "tags": [], + "meta": { "datafold": { "datadiff": { "never_diff": true } } }, + "group": null, + "materialized": "incremental", + "incremental_strategy": null, + "persist_docs": {}, + "post-hook": [ + { + "sql": "{{ elementary.upload_dbt_sources() }}", + "transaction": true, + "index": null + } + ], + "pre-hook": [], + "quoting": {}, + "column_types": {}, + "full_refresh": false, + "unique_key": "unique_id", + "on_schema_change": "sync_all_columns", + "on_configuration_change": "apply", + "grants": {}, + "packages": [], + "docs": { "show": true, "node_color": null }, + "contract": { "enforced": false, "alias_types": true }, + "access": "protected", + "transient": false + }, + "tags": [], + "description": "Metadata about sources in the project, including configuration and properties from the dbt graph. Each row contains information about a single source. Data is loaded every time this model is executed. It is recommended to execute the model every time a change is merged to the project.\n", + "columns": { + "unique_id": { + "name": "unique_id", + "description": "", + "meta": {}, + "data_type": "string", + "constraints": [], + "quote": null, + "tags": [] + }, + "database_name": { + "name": "database_name", + "description": "", + "meta": {}, + "data_type": "string", + "constraints": [], + "quote": null, + "tags": [] + }, + "schema_name": { + "name": "schema_name", + "description": "", + "meta": {}, + "data_type": "string", + "constraints": [], + "quote": null, + "tags": [] + }, + "source_name": { + "name": "source_name", + "description": "", + "meta": {}, + "data_type": "string", + "constraints": [], + "quote": null, + "tags": [] + }, + "name": { + "name": "name", + "description": "", + "meta": {}, + "data_type": "string", + "constraints": [], + "quote": null, + "tags": [] + }, + "identifier": { + "name": "identifier", + "description": "", + "meta": {}, + "data_type": "string", + "constraints": [], + "quote": null, + "tags": [] + }, + "loaded_at_field": { + "name": "loaded_at_field", + "description": "", + "meta": {}, + "data_type": "string", + "constraints": [], + "quote": null, + "tags": [] + }, + "freshness_warn_after": { + "name": "freshness_warn_after", + "description": "", + "meta": {}, + "data_type": "string", + "constraints": [], + "quote": null, + "tags": [] + }, + "freshness_error_after": { + "name": "freshness_error_after", + "description": "", + "meta": {}, + "data_type": "string", + "constraints": [], + "quote": null, + "tags": [] + }, + "freshness_filter": { + "name": "freshness_filter", + "description": "", + "meta": {}, + "data_type": "string", + "constraints": [], + "quote": null, + "tags": [] + }, + "relation_name": { + "name": "relation_name", + "description": "", + "meta": {}, + "data_type": "string", + "constraints": [], + "quote": null, + "tags": [] + }, + "tags": { + "name": "tags", + "description": "", + "meta": {}, + "data_type": "string", + "constraints": [], + "quote": null, + "tags": [] + }, + "meta": { + "name": "meta", + "description": "", + "meta": {}, + "data_type": "string", + "constraints": [], + "quote": null, + "tags": [] + }, + "owner": { + "name": "owner", + "description": "", + "meta": {}, + "data_type": "string", + "constraints": [], + "quote": null, + "tags": [] + }, + "package_name": { + "name": "package_name", + "description": "", + "meta": {}, + "data_type": "string", + "constraints": [], + "quote": null, + "tags": [] + }, + "original_path": { + "name": "original_path", + "description": "", + "meta": {}, + "data_type": "string", + "constraints": [], + "quote": null, + "tags": [] + }, + "path": { + "name": "path", + "description": "", + "meta": {}, + "data_type": "string", + "constraints": [], + "quote": null, + "tags": [] + }, + "source_description": { + "name": "source_description", + "description": "", + "meta": {}, + "data_type": "string", + "constraints": [], + "quote": null, + "tags": [] + }, + "description": { + "name": "description", + "description": "", + "meta": {}, + "data_type": "string", + "constraints": [], + "quote": null, + "tags": [] + }, + "generated_at": { + "name": "generated_at", + "description": "", + "meta": {}, + "data_type": "string", + "constraints": [], + "quote": null, + "tags": [] + } + }, + "meta": { "datafold": { "datadiff": { "never_diff": true } } }, + "group": null, + "docs": { "show": true, "node_color": null }, + "patch_path": "elementary://models/dbt_artifacts.yml", + "build_path": null, + "deferred": false, + "unrendered_config": { + "materialized": "incremental", + "transient": false, + "unique_key": "unique_id", + "on_schema_change": "sync_all_columns", + "full_refresh": false, + "post-hook": ["{{ elementary.upload_dbt_sources() }}"], + "schema": "elementary", + "meta": { "datafold": { "datadiff": { "never_diff": true } } } + }, + "created_at": 1699027427.9419909, + "relation_name": "DEV.development_sung_elementary.dbt_sources", + "raw_code": "{{\n config(\n materialized='incremental',\n transient=False,\n post_hook='{{ elementary.upload_dbt_sources() }}',\n unique_key='unique_id',\n on_schema_change='sync_all_columns',\n full_refresh=elementary.get_config_var('elementary_full_refresh')\n )\n}}\n\n{{ elementary.get_dbt_sources_empty_table_query() }}", + "language": "sql", + "refs": [], + "sources": [], + "metrics": [], + "depends_on": { + "macros": [ + "macro.elementary.get_config_var", + "macro.elementary.get_dbt_sources_empty_table_query", + "macro.elementary.upload_dbt_sources" + ], + "nodes": [] + }, + "compiled_path": null, + "contract": { + "enforced": false, + "alias_types": true, + "checksum": null + }, + "access": "protected", + "constraints": [], + "version": null, + "latest_version": null, + "deprecation_date": null + }, + "model.elementary.dbt_snapshots": { + "database": "DEV", + "schema": "development_sung_elementary", + "name": "dbt_snapshots", + "resource_type": "model", + "package_name": "elementary", + "path": "edr/dbt_artifacts/dbt_snapshots.sql", + "original_file_path": "models/edr/dbt_artifacts/dbt_snapshots.sql", + "unique_id": "model.elementary.dbt_snapshots", + "fqn": ["elementary", "edr", "dbt_artifacts", "dbt_snapshots"], + "alias": "dbt_snapshots", + "checksum": { + "name": "sha256", + "checksum": "e9a4dd4bf0b0a9ec362d517a263768f9c09d319b49297618b0e68201241db006" + }, + "config": { + "enabled": true, + "alias": null, + "schema": "elementary", + "database": null, + "tags": [], + "meta": { "datafold": { "datadiff": { "never_diff": true } } }, + "group": null, + "materialized": "incremental", + "incremental_strategy": null, + "persist_docs": {}, + "post-hook": [ + { + "sql": "{{ elementary.upload_dbt_snapshots() }}", + "transaction": true, + "index": null + } + ], + "pre-hook": [], + "quoting": {}, + "column_types": {}, + "full_refresh": false, + "unique_key": "unique_id", + "on_schema_change": "sync_all_columns", + "on_configuration_change": "apply", + "grants": {}, + "packages": [], + "docs": { "show": true, "node_color": null }, + "contract": { "enforced": false, "alias_types": true }, + "access": "protected", + "transient": false + }, + "tags": [], + "description": "Metadata about snapshots in the project, including configuration and properties from the dbt graph. Each row contains information about a single snapshot. Data is loaded every time this model is executed. It is recommended to execute the model every time a change is merged to the project.\n", + "columns": { + "unique_id": { + "name": "unique_id", + "description": "", + "meta": {}, + "data_type": "string", + "constraints": [], + "quote": null, + "tags": [] + }, + "alias": { + "name": "alias", + "description": "", + "meta": {}, + "data_type": "string", + "constraints": [], + "quote": null, + "tags": [] + }, + "checksum": { + "name": "checksum", + "description": "", + "meta": {}, + "data_type": "string", + "constraints": [], + "quote": null, + "tags": [] + }, + "materialization": { + "name": "materialization", + "description": "", + "meta": {}, + "data_type": "string", + "constraints": [], + "quote": null, + "tags": [] + }, + "tags": { + "name": "tags", + "description": "", + "meta": {}, + "data_type": "string", + "constraints": [], + "quote": null, + "tags": [] + }, + "meta": { + "name": "meta", + "description": "", + "meta": {}, + "data_type": "string", + "constraints": [], + "quote": null, + "tags": [] + }, + "owner": { + "name": "owner", + "description": "", + "meta": {}, + "data_type": "string", + "constraints": [], + "quote": null, + "tags": [] + }, + "database_name": { + "name": "database_name", + "description": "", + "meta": {}, + "data_type": "string", + "constraints": [], + "quote": null, + "tags": [] + }, + "schema_name": { + "name": "schema_name", + "description": "", + "meta": {}, + "data_type": "string", + "constraints": [], + "quote": null, + "tags": [] + }, + "depends_on_macros": { + "name": "depends_on_macros", + "description": "", + "meta": {}, + "data_type": "string", + "constraints": [], + "quote": null, + "tags": [] + }, + "depends_on_nodes": { + "name": "depends_on_nodes", + "description": "", + "meta": {}, + "data_type": "string", + "constraints": [], + "quote": null, + "tags": [] + }, + "description": { + "name": "description", + "description": "", + "meta": {}, + "data_type": "string", + "constraints": [], + "quote": null, + "tags": [] + }, + "name": { + "name": "name", + "description": "", + "meta": {}, + "data_type": "string", + "constraints": [], + "quote": null, + "tags": [] + }, + "package_name": { + "name": "package_name", + "description": "", + "meta": {}, + "data_type": "string", + "constraints": [], + "quote": null, + "tags": [] + }, + "original_path": { + "name": "original_path", + "description": "", + "meta": {}, + "data_type": "string", + "constraints": [], + "quote": null, + "tags": [] + }, + "path": { + "name": "path", + "description": "", + "meta": {}, + "data_type": "string", + "constraints": [], + "quote": null, + "tags": [] + }, + "generated_at": { + "name": "generated_at", + "description": "", + "meta": {}, + "data_type": "string", + "constraints": [], + "quote": null, + "tags": [] + } + }, + "meta": { "datafold": { "datadiff": { "never_diff": true } } }, + "group": null, + "docs": { "show": true, "node_color": null }, + "patch_path": "elementary://models/dbt_artifacts.yml", + "build_path": null, + "deferred": false, + "unrendered_config": { + "materialized": "incremental", + "transient": false, + "unique_key": "unique_id", + "on_schema_change": "sync_all_columns", + "full_refresh": false, + "post-hook": ["{{ elementary.upload_dbt_snapshots() }}"], + "schema": "elementary", + "meta": { "datafold": { "datadiff": { "never_diff": true } } } + }, + "created_at": 1699027427.942734, + "relation_name": "DEV.development_sung_elementary.dbt_snapshots", + "raw_code": "{{\n config(\n materialized='incremental',\n transient=False,\n post_hook='{{ elementary.upload_dbt_snapshots() }}',\n unique_key='unique_id',\n on_schema_change='sync_all_columns',\n full_refresh=elementary.get_config_var('elementary_full_refresh')\n )\n}}\n\n{{ elementary.get_dbt_models_empty_table_query() }}", + "language": "sql", + "refs": [], + "sources": [], + "metrics": [], + "depends_on": { + "macros": [ + "macro.elementary.get_config_var", + "macro.elementary.get_dbt_models_empty_table_query", + "macro.elementary.upload_dbt_snapshots" + ], + "nodes": [] + }, + "compiled_path": null, + "contract": { + "enforced": false, + "alias_types": true, + "checksum": null + }, + "access": "protected", + "constraints": [], + "version": null, + "latest_version": null, + "deprecation_date": null + }, + "model.elementary.dbt_columns": { + "database": "DEV", + "schema": "development_sung_elementary", + "name": "dbt_columns", + "resource_type": "model", + "package_name": "elementary", + "path": "edr/dbt_artifacts/dbt_columns.sql", + "original_file_path": "models/edr/dbt_artifacts/dbt_columns.sql", + "unique_id": "model.elementary.dbt_columns", + "fqn": ["elementary", "edr", "dbt_artifacts", "dbt_columns"], + "alias": "dbt_columns", + "checksum": { + "name": "sha256", + "checksum": "6a7f369e3a5d9143693a75006f663100871e3df2cc4b00711e08b67d49737be9" + }, + "config": { + "enabled": true, + "alias": null, + "schema": "elementary", + "database": null, + "tags": [], + "meta": { "datafold": { "datadiff": { "never_diff": true } } }, + "group": null, + "materialized": "view", + "incremental_strategy": null, + "persist_docs": {}, + "post-hook": [], + "pre-hook": [], + "quoting": {}, + "column_types": {}, + "full_refresh": null, + "unique_key": null, + "on_schema_change": "ignore", + "on_configuration_change": "apply", + "grants": {}, + "packages": [], + "docs": { "show": true, "node_color": null }, + "contract": { "enforced": false, "alias_types": true }, + "access": "protected" + }, + "tags": [], + "description": "", + "columns": {}, + "meta": { "datafold": { "datadiff": { "never_diff": true } } }, + "group": null, + "docs": { "show": true, "node_color": null }, + "patch_path": null, + "build_path": null, + "deferred": false, + "unrendered_config": { + "materialized": "view", + "schema": "elementary", + "meta": { "datafold": { "datadiff": { "never_diff": true } } } + }, + "created_at": 1699027427.508652, + "relation_name": "DEV.development_sung_elementary.dbt_columns", + "raw_code": "{{\n config(\n materialized=elementary.get_dbt_columns_materialized(),\n )\n}}\n{% if elementary.get_dbt_columns_materialized() == \"view\" %}\n {{ elementary.get_dbt_columns_query() }}\n{% else %}\n {{ elementary.get_empty_columns_from_information_schema_table() }}\n{% endif %}", + "language": "sql", + "refs": [ + { "name": "dbt_models", "package": null, "version": null }, + { "name": "dbt_snapshots", "package": null, "version": null }, + { "name": "dbt_sources", "package": null, "version": null }, + { "name": "dbt_seeds", "package": null, "version": null } + ], + "sources": [], + "metrics": [], + "depends_on": { + "macros": [ + "macro.elementary.get_dbt_columns_materialized", + "macro.elementary.get_dbt_columns_query" + ], + "nodes": [ + "model.elementary.dbt_models", + "model.elementary.dbt_snapshots", + "model.elementary.dbt_sources", + "model.elementary.dbt_seeds" + ] + }, + "compiled_path": null, + "contract": { + "enforced": false, + "alias_types": true, + "checksum": null + }, + "access": "protected", + "constraints": [], + "version": null, + "latest_version": null, + "deprecation_date": null + }, + "model.elementary.dbt_invocations": { + "database": "DEV", + "schema": "development_sung_elementary", + "name": "dbt_invocations", + "resource_type": "model", + "package_name": "elementary", + "path": "edr/dbt_artifacts/dbt_invocations.sql", + "original_file_path": "models/edr/dbt_artifacts/dbt_invocations.sql", + "unique_id": "model.elementary.dbt_invocations", + "fqn": ["elementary", "edr", "dbt_artifacts", "dbt_invocations"], + "alias": "dbt_invocations", + "checksum": { + "name": "sha256", + "checksum": "f4e42f7b6fee26bec2a8a4b4e643bdf1712afd8d641bfb241d6e749b5f07dd8e" + }, + "config": { + "enabled": true, + "alias": null, + "schema": "elementary", + "database": null, + "tags": [], + "meta": { + "timestamp_column": "created_at", + "prev_timestamp_column": "generated_at", + "datafold": { "datadiff": { "never_diff": true } } + }, + "group": null, + "materialized": "incremental", + "incremental_strategy": null, + "persist_docs": {}, + "post-hook": [], + "pre-hook": [], + "quoting": {}, + "column_types": {}, + "full_refresh": false, + "unique_key": "invocation_id", + "on_schema_change": "append_new_columns", + "on_configuration_change": "apply", + "grants": {}, + "packages": [], + "docs": { "show": true, "node_color": null }, + "contract": { "enforced": false, "alias_types": true }, + "access": "protected", + "transient": false + }, + "tags": [], + "description": "Attributes associated with each dbt invocation. Inserted at the end of each invocation.\n", + "columns": { + "invocation_id": { + "name": "invocation_id", + "description": "Primary key of this table.", + "meta": {}, + "data_type": "string", + "constraints": [], + "quote": null, + "tags": [] + }, + "run_started_at": { + "name": "run_started_at", + "description": "Timestamp the invocation was started.", + "meta": {}, + "data_type": "string", + "constraints": [], + "quote": null, + "tags": [] + }, + "run_completed_at": { + "name": "run_completed_at", + "description": "Timestamp the invocation was completed", + "meta": {}, + "data_type": "string", + "constraints": [], + "quote": null, + "tags": [] + }, + "generated_at": { + "name": "generated_at", + "description": "The time this invocation was uploaded to the database.", + "meta": {}, + "data_type": "string", + "constraints": [], + "quote": null, + "tags": [] + }, + "command": { + "name": "command", + "description": "dbt command that was used. For example, run.", + "meta": {}, + "data_type": "string", + "constraints": [], + "quote": null, + "tags": [] + }, + "dbt_version": { + "name": "dbt_version", + "description": "Version of dbt that was used in this invocation.", + "meta": {}, + "data_type": "string", + "constraints": [], + "quote": null, + "tags": [] + }, + "elementary_version": { + "name": "elementary_version", + "description": "Version of the elementary package that was used in this invocation.", + "meta": {}, + "data_type": "string", + "constraints": [], + "quote": null, + "tags": [] + }, + "full_refresh": { + "name": "full_refresh", + "description": "Whether or not this invocation was executed as a full-refresh.", + "meta": {}, + "data_type": "boolean", + "constraints": [], + "quote": null, + "tags": [] + }, + "invocation_vars": { + "name": "invocation_vars", + "description": "Dictionary of the variables (and values) that were declared in the invocation.", + "meta": {}, + "data_type": "string", + "constraints": [], + "quote": null, + "tags": [] + }, + "vars": { + "name": "vars", + "description": "Dictionary of all variables (and values) in the dbt project. If none were declared at runtime, these are the variables declared in dbt_project yml", + "meta": {}, + "data_type": "string", + "constraints": [], + "quote": null, + "tags": [] + }, + "target_name": { + "name": "target_name", + "description": "Name of the target used in this invocation.", + "meta": {}, + "data_type": "string", + "constraints": [], + "quote": null, + "tags": [] + }, + "target_database": { + "name": "target_database", + "description": "Name of the target database that was used in this invocation.", + "meta": {}, + "data_type": "string", + "constraints": [], + "quote": null, + "tags": [] + }, + "target_schema": { + "name": "target_schema", + "description": "Name of the target schema that was used in this invocation.", + "meta": {}, + "data_type": "string", + "constraints": [], + "quote": null, + "tags": [] + }, + "target_profile_name": { + "name": "target_profile_name", + "description": "Name of the dbt profile that was used in this invocation.", + "meta": {}, + "data_type": "string", + "constraints": [], + "quote": null, + "tags": [] + }, + "threads": { + "name": "threads", + "description": "Number of threads that were used to run this dbt invocation. (This number could impact the performance of a dbt invocation).", + "meta": {}, + "data_type": "integer", + "constraints": [], + "quote": null, + "tags": [] + }, + "selected": { + "name": "selected", + "description": "The selected resources in the dbt command. While this is a string in the database, this can easily be converted to an array.", + "meta": {}, + "data_type": "string", + "constraints": [], + "quote": null, + "tags": [] + }, + "yaml_selector": { + "name": "yaml_selector", + "description": "The yaml selector that was passed in this invocation.", + "meta": {}, + "data_type": "string", + "constraints": [], + "quote": null, + "tags": [] + }, + "job_id": { + "name": "job_id", + "description": "The ID of a job, defined in the `job_id` var or in the `JOB_ID` env var or by the orchestrator (dbt Cloud, GitHub Actions, etc).", + "meta": {}, + "data_type": "string", + "constraints": [], + "quote": null, + "tags": [] + }, + "job_name": { + "name": "job_name", + "description": "The name of a job, defined in the `job_name` var or in the `JOB_NAME` env var.", + "meta": {}, + "data_type": "string", + "constraints": [], + "quote": null, + "tags": [] + }, + "job_run_id": { + "name": "job_run_id", + "description": "The run ID of a job, defined in the `job_run_id` var or in the `DBT_JOB_RUN_ID` env var or by the orchestrator (dbt Cloud, GitHub Actions, etc).", + "meta": {}, + "data_type": "string", + "constraints": [], + "quote": null, + "tags": [] + }, + "env": { + "name": "env", + "description": "The environment's name, defined in the `DBT_ENV` env var.", + "meta": {}, + "data_type": "string", + "constraints": [], + "quote": null, + "tags": [] + }, + "env_id": { + "name": "env_id", + "description": "The ID of an environment, defined in the `DBT_ENV_ID` env var.", + "meta": {}, + "data_type": "string", + "constraints": [], + "quote": null, + "tags": [] + }, + "project_id": { + "name": "project_id", + "description": "The ID of a project, defined in the `DBT_PROJECT_ID` env var or by the orchestrator (dbt Cloud, GitHub Actions, etc).", + "meta": {}, + "data_type": "string", + "constraints": [], + "quote": null, + "tags": [] + }, + "cause_category": { + "name": "cause_category", + "description": "The category of the cause of the invocation. For example, if the invocation was triggered by a schedule, the cause category would be schedule.\nDefined in the `DBT_CAUSE_CATEGORY` env var or by the orchestrator (dbt Cloud, GitHub Actions, etc).\n", + "meta": {}, + "data_type": "string", + "constraints": [], + "quote": null, + "tags": [] + }, + "cause": { + "name": "cause", + "description": "The cause of the invocation. For example, if the invocation was triggered by a manual run, the cause would be _\"Kicked off by Joe.\"_.\nDefined in the `DBT_CAUSE` env var or by the orchestrator (dbt Cloud, GitHub Actions, etc).\n", + "meta": {}, + "data_type": "string", + "constraints": [], + "quote": null, + "tags": [] + }, + "pull_request_id": { + "name": "pull_request_id", + "description": "The ID of a pull request, defined in the `DBT_PULL_REQUEST_ID` env var or by the orchestrator (dbt Cloud, GitHub Actions, etc).", + "meta": {}, + "data_type": "string", + "constraints": [], + "quote": null, + "tags": [] + }, + "git_sha": { + "name": "git_sha", + "description": "The git SHA of the commit that was used in this invocation, defined in the `DBT_GIT_SHA` env var or by the orchestrator (dbt Cloud, GitHub Actions, etc).", + "meta": {}, + "data_type": "string", + "constraints": [], + "quote": null, + "tags": [] + }, + "orchestrator": { + "name": "orchestrator", + "description": "The orchestrator that was used to run this invocation, defined in the `orchestrator` var or in the `ORCHESTRATOR` env var or by the orchestrator env vars. For example, dbt Cloud, GitHub Actions, etc.", + "meta": {}, + "data_type": "string", + "constraints": [], + "quote": null, + "tags": [] + }, + "job_url": { + "name": "job_url", + "description": "The name of a job, defined in the `job_url` var or in the `JOB_URL` env var or by the orchestrator. For GitHub Actions orchestrator, the value is calculated.", + "meta": {}, + "data_type": "string", + "constraints": [], + "quote": null, + "tags": [] + }, + "account_id": { + "name": "account_id", + "description": "The ID of the account, defined in the `account_id` var or in the `ACCOUNT_ID` env var or by the orchestrator.", + "meta": {}, + "data_type": "string", + "constraints": [], + "quote": null, + "tags": [] + } + }, + "meta": { + "timestamp_column": "created_at", + "prev_timestamp_column": "generated_at", + "datafold": { "datadiff": { "never_diff": true } } + }, + "group": null, + "docs": { "show": true, "node_color": null }, + "patch_path": "elementary://models/run_results.yml", + "build_path": null, + "deferred": false, + "unrendered_config": { + "materialized": "incremental", + "transient": false, + "unique_key": "invocation_id", + "on_schema_change": "append_new_columns", + "full_refresh": false, + "meta": { "datafold": { "datadiff": { "never_diff": true } } }, + "schema": "elementary" + }, + "created_at": 1699027427.895962, + "relation_name": "DEV.development_sung_elementary.dbt_invocations", + "raw_code": "{{\n config(\n materialized = 'incremental',\n transient=False,\n unique_key = 'invocation_id',\n on_schema_change = 'append_new_columns',\n full_refresh=elementary.get_config_var('elementary_full_refresh'),\n meta={\n \"timestamp_column\": \"created_at\",\n \"prev_timestamp_column\": \"generated_at\",\n }\n )\n}}\n\n{{ elementary.get_dbt_invocations_empty_table_query() }}", + "language": "sql", + "refs": [], + "sources": [], + "metrics": [], + "depends_on": { + "macros": [ + "macro.elementary.get_config_var", + "macro.elementary.get_dbt_invocations_empty_table_query" + ], + "nodes": [] + }, + "compiled_path": null, + "contract": { + "enforced": false, + "alias_types": true, + "checksum": null + }, + "access": "protected", + "constraints": [], + "version": null, + "latest_version": null, + "deprecation_date": null + }, + "model.elementary.dbt_metrics": { + "database": "DEV", + "schema": "development_sung_elementary", + "name": "dbt_metrics", + "resource_type": "model", + "package_name": "elementary", + "path": "edr/dbt_artifacts/dbt_metrics.sql", + "original_file_path": "models/edr/dbt_artifacts/dbt_metrics.sql", + "unique_id": "model.elementary.dbt_metrics", + "fqn": ["elementary", "edr", "dbt_artifacts", "dbt_metrics"], + "alias": "dbt_metrics", + "checksum": { + "name": "sha256", + "checksum": "346d0ae98ddf568e9102387d30aa7d9ee4c8c3c3ea58cd254e5e57fcb800f7e9" + }, + "config": { + "enabled": true, + "alias": null, + "schema": "elementary", + "database": null, + "tags": [], + "meta": { "datafold": { "datadiff": { "never_diff": true } } }, + "group": null, + "materialized": "incremental", + "incremental_strategy": null, + "persist_docs": {}, + "post-hook": [ + { + "sql": "{{ elementary.upload_dbt_metrics() }}", + "transaction": true, + "index": null + } + ], + "pre-hook": [], + "quoting": {}, + "column_types": {}, + "full_refresh": false, + "unique_key": "unique_id", + "on_schema_change": "sync_all_columns", + "on_configuration_change": "apply", + "grants": {}, + "packages": [], + "docs": { "show": true, "node_color": null }, + "contract": { "enforced": false, "alias_types": true }, + "access": "protected", + "transient": false + }, + "tags": [], + "description": "Metadata about metrics in the project, including configuration and properties from the dbt graph. Each row contains information about a single metric. Data is loaded every time this model is executed. It is recommended to execute the model every time a change is merged to the project.\n", + "columns": { + "unique_id": { + "name": "unique_id", + "description": "", + "meta": {}, + "data_type": "string", + "constraints": [], + "quote": null, + "tags": [] + }, + "name": { + "name": "name", + "description": "", + "meta": {}, + "data_type": "string", + "constraints": [], + "quote": null, + "tags": [] + }, + "label": { + "name": "label", + "description": "", + "meta": {}, + "data_type": "string", + "constraints": [], + "quote": null, + "tags": [] + }, + "model": { + "name": "model", + "description": "", + "meta": {}, + "data_type": "string", + "constraints": [], + "quote": null, + "tags": [] + }, + "type": { + "name": "type", + "description": "", + "meta": {}, + "data_type": "string", + "constraints": [], + "quote": null, + "tags": [] + }, + "sql": { + "name": "sql", + "description": "", + "meta": {}, + "data_type": "string", + "constraints": [], + "quote": null, + "tags": [] + }, + "timestamp": { + "name": "timestamp", + "description": "", + "meta": {}, + "data_type": "string", + "constraints": [], + "quote": null, + "tags": [] + }, + "filters": { + "name": "filters", + "description": "", + "meta": {}, + "data_type": "string", + "constraints": [], + "quote": null, + "tags": [] + }, + "time_grains": { + "name": "time_grains", + "description": "", + "meta": {}, + "data_type": "string", + "constraints": [], + "quote": null, + "tags": [] + }, + "dimensions": { + "name": "dimensions", + "description": "", + "meta": {}, + "data_type": "string", + "constraints": [], + "quote": null, + "tags": [] + }, + "depends_on_macros": { + "name": "depends_on_macros", + "description": "", + "meta": {}, + "data_type": "string", + "constraints": [], + "quote": null, + "tags": [] + }, + "depends_on_nodes": { + "name": "depends_on_nodes", + "description": "", + "meta": {}, + "data_type": "string", + "constraints": [], + "quote": null, + "tags": [] + }, + "description": { + "name": "description", + "description": "", + "meta": {}, + "data_type": "string", + "constraints": [], + "quote": null, + "tags": [] + }, + "tags": { + "name": "tags", + "description": "", + "meta": {}, + "data_type": "string", + "constraints": [], + "quote": null, + "tags": [] + }, + "meta": { + "name": "meta", + "description": "", + "meta": {}, + "data_type": "string", + "constraints": [], + "quote": null, + "tags": [] + }, + "package_name": { + "name": "package_name", + "description": "", + "meta": {}, + "data_type": "string", + "constraints": [], + "quote": null, + "tags": [] + }, + "original_path": { + "name": "original_path", + "description": "", + "meta": {}, + "data_type": "string", + "constraints": [], + "quote": null, + "tags": [] + }, + "path": { + "name": "path", + "description": "", + "meta": {}, + "data_type": "string", + "constraints": [], + "quote": null, + "tags": [] + }, + "generated_at": { + "name": "generated_at", + "description": "", + "meta": {}, + "data_type": "string", + "constraints": [], + "quote": null, + "tags": [] + } + }, + "meta": { "datafold": { "datadiff": { "never_diff": true } } }, + "group": null, + "docs": { "show": true, "node_color": null }, + "patch_path": "elementary://models/dbt_artifacts.yml", + "build_path": null, + "deferred": false, + "unrendered_config": { + "materialized": "incremental", + "transient": false, + "unique_key": "unique_id", + "on_schema_change": "sync_all_columns", + "full_refresh": false, + "post-hook": ["{{ elementary.upload_dbt_metrics() }}"], + "schema": "elementary", + "meta": { "datafold": { "datadiff": { "never_diff": true } } } + }, + "created_at": 1699027427.944341, + "relation_name": "DEV.development_sung_elementary.dbt_metrics", + "raw_code": "{{\n config(\n materialized='incremental',\n transient=False,\n post_hook='{{ elementary.upload_dbt_metrics() }}',\n unique_key='unique_id',\n on_schema_change='sync_all_columns',\n full_refresh=elementary.get_config_var('elementary_full_refresh')\n )\n}}\n\n{{ elementary.get_dbt_metrics_empty_table_query() }}", + "language": "sql", + "refs": [], + "sources": [], + "metrics": [], + "depends_on": { + "macros": [ + "macro.elementary.get_config_var", + "macro.elementary.get_dbt_metrics_empty_table_query", + "macro.elementary.upload_dbt_metrics" + ], + "nodes": [] + }, + "compiled_path": null, + "contract": { + "enforced": false, + "alias_types": true, + "checksum": null + }, + "access": "protected", + "constraints": [], + "version": null, + "latest_version": null, + "deprecation_date": null + }, + "model.elementary.dbt_seeds": { + "database": "DEV", + "schema": "development_sung_elementary", + "name": "dbt_seeds", + "resource_type": "model", + "package_name": "elementary", + "path": "edr/dbt_artifacts/dbt_seeds.sql", + "original_file_path": "models/edr/dbt_artifacts/dbt_seeds.sql", + "unique_id": "model.elementary.dbt_seeds", + "fqn": ["elementary", "edr", "dbt_artifacts", "dbt_seeds"], + "alias": "dbt_seeds", + "checksum": { + "name": "sha256", + "checksum": "8daecb4cb68c55a0ad53ba73468d4537965acf2ccdc5c4343b9e1f4e3ae6f197" + }, + "config": { + "enabled": true, + "alias": null, + "schema": "elementary", + "database": null, + "tags": [], + "meta": { "datafold": { "datadiff": { "never_diff": true } } }, + "group": null, + "materialized": "incremental", + "incremental_strategy": null, + "persist_docs": {}, + "post-hook": [ + { + "sql": "{{ elementary.upload_dbt_seeds() }}", + "transaction": true, + "index": null + } + ], + "pre-hook": [], + "quoting": {}, + "column_types": {}, + "full_refresh": false, + "unique_key": "unique_id", + "on_schema_change": "sync_all_columns", + "on_configuration_change": "apply", + "grants": {}, + "packages": [], + "docs": { "show": true, "node_color": null }, + "contract": { "enforced": false, "alias_types": true }, + "access": "protected", + "transient": false + }, + "tags": [], + "description": "", + "columns": {}, + "meta": { "datafold": { "datadiff": { "never_diff": true } } }, + "group": null, + "docs": { "show": true, "node_color": null }, + "patch_path": null, + "build_path": null, + "deferred": false, + "unrendered_config": { + "materialized": "incremental", + "transient": false, + "unique_key": "unique_id", + "on_schema_change": "sync_all_columns", + "full_refresh": false, + "post-hook": ["{{ elementary.upload_dbt_seeds() }}"], + "schema": "elementary", + "meta": { "datafold": { "datadiff": { "never_diff": true } } } + }, + "created_at": 1699027427.599872, + "relation_name": "DEV.development_sung_elementary.dbt_seeds", + "raw_code": "{{\n config(\n materialized='incremental',\n transient=False,\n post_hook='{{ elementary.upload_dbt_seeds() }}',\n unique_key='unique_id',\n on_schema_change='sync_all_columns',\n full_refresh=elementary.get_config_var('elementary_full_refresh')\n )\n}}\n\n{{ elementary.get_dbt_seeds_empty_table_query() }}", + "language": "sql", + "refs": [], + "sources": [], + "metrics": [], + "depends_on": { + "macros": [ + "macro.elementary.get_config_var", + "macro.elementary.get_dbt_seeds_empty_table_query", + "macro.elementary.upload_dbt_seeds" + ], + "nodes": [] + }, + "compiled_path": null, + "contract": { + "enforced": false, + "alias_types": true, + "checksum": null + }, + "access": "protected", + "constraints": [], + "version": null, + "latest_version": null, + "deprecation_date": null + }, + "model.elementary.dbt_artifacts_hashes": { + "database": "DEV", + "schema": "development_sung_elementary", + "name": "dbt_artifacts_hashes", + "resource_type": "model", + "package_name": "elementary", + "path": "edr/dbt_artifacts/dbt_artifacts_hashes.sql", + "original_file_path": "models/edr/dbt_artifacts/dbt_artifacts_hashes.sql", + "unique_id": "model.elementary.dbt_artifacts_hashes", + "fqn": [ + "elementary", + "edr", + "dbt_artifacts", + "dbt_artifacts_hashes" + ], + "alias": "dbt_artifacts_hashes", + "checksum": { + "name": "sha256", + "checksum": "3291a913ae78e1f04e276f308683bcc28ce096edc9441ea92f35c6e18727aefb" + }, + "config": { + "enabled": true, + "alias": null, + "schema": "elementary", + "database": null, + "tags": [], + "meta": { "datafold": { "datadiff": { "never_diff": true } } }, + "group": null, + "materialized": "view", + "incremental_strategy": null, + "persist_docs": {}, + "post-hook": [], + "pre-hook": [], + "quoting": {}, + "column_types": {}, + "full_refresh": null, + "unique_key": null, + "on_schema_change": "ignore", + "on_configuration_change": "apply", + "grants": {}, + "packages": [], + "docs": { "show": true, "node_color": null }, + "contract": { "enforced": false, "alias_types": true }, + "access": "protected", + "bind": false + }, + "tags": [], + "description": "", + "columns": {}, + "meta": { "datafold": { "datadiff": { "never_diff": true } } }, + "group": null, + "docs": { "show": true, "node_color": null }, + "patch_path": null, + "build_path": null, + "deferred": false, + "unrendered_config": { + "materialized": "view", + "bind": false, + "schema": "elementary", + "meta": { "datafold": { "datadiff": { "never_diff": true } } } + }, + "created_at": 1699027427.6156511, + "relation_name": "DEV.development_sung_elementary.dbt_artifacts_hashes", + "raw_code": "{{\n config(\n materialized = 'view',\n bind=False\n )\n}}\n\n{% set artifact_models = [\n \"dbt_models\",\n \"dbt_tests\",\n \"dbt_sources\",\n \"dbt_snapshots\",\n \"dbt_metrics\",\n \"dbt_exposures\",\n \"dbt_seeds\",\n] %}\n\n{% for artifact_model in artifact_models %}\nselect\n '{{ artifact_model }}' as artifacts_model,\n metadata_hash\nfrom {{ ref(artifact_model) }}\n{% if not loop.last %} union all {% endif %}\n{% endfor %}\norder by metadata_hash", + "language": "sql", + "refs": [ + { "name": "dbt_models", "package": null, "version": null }, + { "name": "dbt_tests", "package": null, "version": null }, + { "name": "dbt_sources", "package": null, "version": null }, + { "name": "dbt_snapshots", "package": null, "version": null }, + { "name": "dbt_metrics", "package": null, "version": null }, + { "name": "dbt_exposures", "package": null, "version": null }, + { "name": "dbt_seeds", "package": null, "version": null } + ], + "sources": [], + "metrics": [], + "depends_on": { + "macros": [], + "nodes": [ + "model.elementary.dbt_models", + "model.elementary.dbt_tests", + "model.elementary.dbt_sources", + "model.elementary.dbt_snapshots", + "model.elementary.dbt_metrics", + "model.elementary.dbt_exposures", + "model.elementary.dbt_seeds" + ] + }, + "compiled_path": null, + "contract": { + "enforced": false, + "alias_types": true, + "checksum": null + }, + "access": "protected", + "constraints": [], + "version": null, + "latest_version": null, + "deprecation_date": null + }, + "model.elementary.dbt_run_results": { + "database": "DEV", + "schema": "development_sung_elementary", + "name": "dbt_run_results", + "resource_type": "model", + "package_name": "elementary", + "path": "edr/dbt_artifacts/dbt_run_results.sql", + "original_file_path": "models/edr/dbt_artifacts/dbt_run_results.sql", + "unique_id": "model.elementary.dbt_run_results", + "fqn": ["elementary", "edr", "dbt_artifacts", "dbt_run_results"], + "alias": "dbt_run_results", + "checksum": { + "name": "sha256", + "checksum": "e7a5c214d0ec8f7c51d662afbfd54bd5210b495c01dc5a9cf544bbde9536d170" + }, + "config": { + "enabled": true, + "alias": null, + "schema": "elementary", + "database": null, + "tags": [], + "meta": { + "deprecated_columns": [ + { + "name": "compiled_sql", + "data_type": "string", + "description": "The compiled SQL executed against the database." + } + ], + "timestamp_column": "created_at", + "prev_timestamp_column": "generated_at", + "datafold": { "datadiff": { "never_diff": true } } + }, + "group": null, + "materialized": "incremental", + "incremental_strategy": null, + "persist_docs": {}, + "post-hook": [], + "pre-hook": [], + "quoting": {}, + "column_types": {}, + "full_refresh": false, + "unique_key": "model_execution_id", + "on_schema_change": "append_new_columns", + "on_configuration_change": "apply", + "grants": {}, + "packages": [], + "docs": { "show": true, "node_color": null }, + "contract": { "enforced": false, "alias_types": true }, + "access": "protected", + "transient": false + }, + "tags": [], + "description": "Run results of dbt invocations, inserted at the end of each invocation. Each row is the invocation result of a single resource (model, test, snapshot, etc). New data is loaded to this model on an on-run-end hook named 'elementary.upload_run_results' from each invocation that produces a result object. This is an incremental model.\n", + "columns": { + "model_execution_id": { + "name": "model_execution_id", + "description": "Execution id generated by joining the unique_id of the resource and the invocation_id. This is the unique key of each row in this model.", + "meta": {}, + "data_type": "string", + "constraints": [], + "quote": null, + "tags": [] + }, + "unique_id": { + "name": "unique_id", + "description": "The unique id of the resource (would be similar for all executions of the same resource).", + "meta": {}, + "data_type": "string", + "constraints": [], + "quote": null, + "tags": [] + }, + "invocation_id": { + "name": "invocation_id", + "description": "The unique id of the invocation (would be similar for all resources executed on the same invocation). FK to dbt_invocations.", + "meta": {}, + "data_type": "string", + "constraints": [], + "quote": null, + "tags": [] + }, + "generated_at": { + "name": "generated_at", + "description": "", + "meta": {}, + "data_type": "string", + "constraints": [], + "quote": null, + "tags": [] + }, + "name": { + "name": "name", + "description": "Resource name.", + "meta": {}, + "data_type": "string", + "constraints": [], + "quote": null, + "tags": [] + }, + "message": { + "name": "message", + "description": "Execution results message returned by dbt.", + "meta": {}, + "data_type": "string", + "constraints": [], + "quote": null, + "tags": [] + }, + "status": { + "name": "status", + "description": "Execution result status (success, error, pass, fail)", + "meta": {}, + "data_type": "string", + "constraints": [], + "quote": null, + "tags": [] + }, + "resource_type": { + "name": "resource_type", + "description": "Resource type (model, test, snapshot, seed, etc)", + "meta": {}, + "data_type": "string", + "constraints": [], + "quote": null, + "tags": [] + }, + "execution_time": { + "name": "execution_time", + "description": "Resource execution duration in seconds.", + "meta": {}, + "data_type": "float", + "constraints": [], + "quote": null, + "tags": [] + }, + "execute_started_at": { + "name": "execute_started_at", + "description": "Start time of the execution.", + "meta": {}, + "data_type": "string", + "constraints": [], + "quote": null, + "tags": [] + }, + "execute_completed_at": { + "name": "execute_completed_at", + "description": "End time of the execution.", + "meta": {}, + "data_type": "string", + "constraints": [], + "quote": null, + "tags": [] + }, + "compile_started_at": { + "name": "compile_started_at", + "description": "Start time of resource compile action.", + "meta": {}, + "data_type": "string", + "constraints": [], + "quote": null, + "tags": [] + }, + "compile_completed_at": { + "name": "compile_completed_at", + "description": "End time of resource compile action.", + "meta": {}, + "data_type": "string", + "constraints": [], + "quote": null, + "tags": [] + }, + "rows_affected": { + "name": "rows_affected", + "description": "", + "meta": {}, + "data_type": "int", + "constraints": [], + "quote": null, + "tags": [] + }, + "full_refresh": { + "name": "full_refresh", + "description": "Was this a full refresh execution.", + "meta": {}, + "data_type": "boolean", + "constraints": [], + "quote": null, + "tags": [] + }, + "compiled_code": { + "name": "compiled_code", + "description": "The compiled code (SQL / Python) executed against the database.", + "meta": {}, + "data_type": "string", + "constraints": [], + "quote": null, + "tags": [] + }, + "failures": { + "name": "failures", + "description": "Number of failures in this run.", + "meta": {}, + "data_type": "int", + "constraints": [], + "quote": null, + "tags": [] + }, + "query_id": { + "name": "query_id", + "description": "Query ID in the data warehouse, if returned by the adapter (currently only supported in Snowflake, is null for any other adapter).", + "meta": {}, + "data_type": "string", + "constraints": [], + "quote": null, + "tags": [] + }, + "thread_id": { + "name": "thread_id", + "description": "Id of the thread of this resource run.", + "meta": {}, + "data_type": "string", + "constraints": [], + "quote": null, + "tags": [] + } + }, + "meta": { + "deprecated_columns": [ + { + "name": "compiled_sql", + "data_type": "string", + "description": "The compiled SQL executed against the database." + } + ], + "timestamp_column": "created_at", + "prev_timestamp_column": "generated_at", + "datafold": { "datadiff": { "never_diff": true } } + }, + "group": null, + "docs": { "show": true, "node_color": null }, + "patch_path": "elementary://models/run_results.yml", + "build_path": null, + "deferred": false, + "unrendered_config": { + "meta": { "datafold": { "datadiff": { "never_diff": true } } }, + "materialized": "incremental", + "transient": false, + "unique_key": "model_execution_id", + "on_schema_change": "append_new_columns", + "full_refresh": false, + "schema": "elementary" + }, + "created_at": 1699027427.933255, + "relation_name": "DEV.development_sung_elementary.dbt_run_results", + "raw_code": "{{\n config(\n materialized = 'incremental',\n transient=False,\n unique_key = 'model_execution_id',\n on_schema_change = 'append_new_columns',\n full_refresh=elementary.get_config_var('elementary_full_refresh'),\n meta={\n \"timestamp_column\": \"created_at\",\n \"prev_timestamp_column\": \"generated_at\",\n }\n )\n}}\n\n{{ elementary.get_dbt_run_results_empty_table_query() }}", + "language": "sql", + "refs": [], + "sources": [], + "metrics": [], + "depends_on": { + "macros": [ + "macro.elementary.get_config_var", + "macro.elementary.get_dbt_run_results_empty_table_query" + ], + "nodes": [] + }, + "compiled_path": null, + "contract": { + "enforced": false, + "alias_types": true, + "checksum": null + }, + "access": "protected", + "constraints": [], + "version": null, + "latest_version": null, + "deprecation_date": null + }, + "model.elementary.dbt_exposures": { + "database": "DEV", + "schema": "development_sung_elementary", + "name": "dbt_exposures", + "resource_type": "model", + "package_name": "elementary", + "path": "edr/dbt_artifacts/dbt_exposures.sql", + "original_file_path": "models/edr/dbt_artifacts/dbt_exposures.sql", + "unique_id": "model.elementary.dbt_exposures", + "fqn": ["elementary", "edr", "dbt_artifacts", "dbt_exposures"], + "alias": "dbt_exposures", + "checksum": { + "name": "sha256", + "checksum": "8a682af36a6af01c41098c007da5b2fbe040cc282350e2817269b1b20b0f0e36" + }, + "config": { + "enabled": true, + "alias": null, + "schema": "elementary", + "database": null, + "tags": [], + "meta": { "datafold": { "datadiff": { "never_diff": true } } }, + "group": null, + "materialized": "incremental", + "incremental_strategy": null, + "persist_docs": {}, + "post-hook": [ + { + "sql": "{{ elementary.upload_dbt_exposures() }}", + "transaction": true, + "index": null + } + ], + "pre-hook": [], + "quoting": {}, + "column_types": {}, + "full_refresh": false, + "unique_key": "unique_id", + "on_schema_change": "sync_all_columns", + "on_configuration_change": "apply", + "grants": {}, + "packages": [], + "docs": { "show": true, "node_color": null }, + "contract": { "enforced": false, "alias_types": true }, + "access": "protected", + "transient": false + }, + "tags": [], + "description": "Metadata about exposures in the project, including configuration and properties from the dbt graph. Each row contains information about a single exposure. Data is loaded every time this model is executed. It is recommended to execute the model every time a change is merged to the project.\n", + "columns": { + "unique_id": { + "name": "unique_id", + "description": "", + "meta": {}, + "data_type": "string", + "constraints": [], + "quote": null, + "tags": [] + }, + "name": { + "name": "name", + "description": "", + "meta": {}, + "data_type": "string", + "constraints": [], + "quote": null, + "tags": [] + }, + "maturity": { + "name": "maturity", + "description": "", + "meta": {}, + "data_type": "string", + "constraints": [], + "quote": null, + "tags": [] + }, + "type": { + "name": "type", + "description": "", + "meta": {}, + "data_type": "string", + "constraints": [], + "quote": null, + "tags": [] + }, + "owner_email": { + "name": "owner_email", + "description": "", + "meta": {}, + "data_type": "string", + "constraints": [], + "quote": null, + "tags": [] + }, + "owner_name": { + "name": "owner_name", + "description": "", + "meta": {}, + "data_type": "string", + "constraints": [], + "quote": null, + "tags": [] + }, + "url": { + "name": "url", + "description": "", + "meta": {}, + "data_type": "string", + "constraints": [], + "quote": null, + "tags": [] + }, + "depends_on_macros": { + "name": "depends_on_macros", + "description": "", + "meta": {}, + "data_type": "string", + "constraints": [], + "quote": null, + "tags": [] + }, + "depends_on_nodes": { + "name": "depends_on_nodes", + "description": "", + "meta": {}, + "data_type": "string", + "constraints": [], + "quote": null, + "tags": [] + }, + "description": { + "name": "description", + "description": "", + "meta": {}, + "data_type": "string", + "constraints": [], + "quote": null, + "tags": [] + }, + "tags": { + "name": "tags", + "description": "", + "meta": {}, + "data_type": "string", + "constraints": [], + "quote": null, + "tags": [] + }, + "meta": { + "name": "meta", + "description": "", + "meta": {}, + "data_type": "string", + "constraints": [], + "quote": null, + "tags": [] + }, + "package_name": { + "name": "package_name", + "description": "", + "meta": {}, + "data_type": "string", + "constraints": [], + "quote": null, + "tags": [] + }, + "original_path": { + "name": "original_path", + "description": "", + "meta": {}, + "data_type": "string", + "constraints": [], + "quote": null, + "tags": [] + }, + "path": { + "name": "path", + "description": "", + "meta": {}, + "data_type": "string", + "constraints": [], + "quote": null, + "tags": [] + }, + "generated_at": { + "name": "generated_at", + "description": "", + "meta": {}, + "data_type": "string", + "constraints": [], + "quote": null, + "tags": [] + } + }, + "meta": { "datafold": { "datadiff": { "never_diff": true } } }, + "group": null, + "docs": { "show": true, "node_color": null }, + "patch_path": "elementary://models/dbt_artifacts.yml", + "build_path": null, + "deferred": false, + "unrendered_config": { + "materialized": "incremental", + "transient": false, + "unique_key": "unique_id", + "on_schema_change": "sync_all_columns", + "full_refresh": false, + "post-hook": ["{{ elementary.upload_dbt_exposures() }}"], + "schema": "elementary", + "meta": { "datafold": { "datadiff": { "never_diff": true } } } + }, + "created_at": 1699027427.945548, + "relation_name": "DEV.development_sung_elementary.dbt_exposures", + "raw_code": "{{\n config(\n materialized='incremental',\n transient=False,\n post_hook='{{ elementary.upload_dbt_exposures() }}',\n unique_key='unique_id',\n on_schema_change='sync_all_columns',\n full_refresh=elementary.get_config_var('elementary_full_refresh')\n )\n}}\n\n{{ elementary.get_dbt_exposures_empty_table_query() }}", + "language": "sql", + "refs": [], + "sources": [], + "metrics": [], + "depends_on": { + "macros": [ + "macro.elementary.get_config_var", + "macro.elementary.get_dbt_exposures_empty_table_query", + "macro.elementary.upload_dbt_exposures" + ], + "nodes": [] + }, + "compiled_path": null, + "contract": { + "enforced": false, + "alias_types": true, + "checksum": null + }, + "access": "protected", + "constraints": [], + "version": null, + "latest_version": null, + "deprecation_date": null + }, + "model.elementary.metrics_anomaly_score": { + "database": "DEV", + "schema": "development_sung_elementary", + "name": "metrics_anomaly_score", + "resource_type": "model", + "package_name": "elementary", + "path": "edr/data_monitoring/anomaly_detection/metrics_anomaly_score.sql", + "original_file_path": "models/edr/data_monitoring/anomaly_detection/metrics_anomaly_score.sql", + "unique_id": "model.elementary.metrics_anomaly_score", + "fqn": [ + "elementary", + "edr", + "data_monitoring", + "anomaly_detection", + "metrics_anomaly_score" + ], + "alias": "metrics_anomaly_score", + "checksum": { + "name": "sha256", + "checksum": "abfd27ad29f3a4da67885dfd0c82ed98c043958f705c4258175db6c306d0795e" + }, + "config": { + "enabled": true, + "alias": null, + "schema": "elementary", + "database": null, + "tags": [], + "meta": { "datafold": { "datadiff": { "never_diff": true } } }, + "group": null, + "materialized": "view", + "incremental_strategy": null, + "persist_docs": {}, + "post-hook": [], + "pre-hook": [], + "quoting": {}, + "column_types": {}, + "full_refresh": null, + "unique_key": null, + "on_schema_change": "ignore", + "on_configuration_change": "apply", + "grants": {}, + "packages": [], + "docs": { "show": true, "node_color": null }, + "contract": { "enforced": false, "alias_types": true }, + "access": "protected", + "bind": false + }, + "tags": [], + "description": "This is a view on `data_monitoring_metrics` that runs the same query the anomaly detection tests run to calculate anomaly scores. The purpose of this view is to provide visibility to the results of anomaly detection tests.\n", + "columns": {}, + "meta": { "datafold": { "datadiff": { "never_diff": true } } }, + "group": null, + "docs": { "show": true, "node_color": null }, + "patch_path": "elementary://models/elementary_tests.yml", + "build_path": null, + "deferred": false, + "unrendered_config": { + "materialized": "view", + "bind": false, + "schema": "elementary", + "meta": { "datafold": { "datadiff": { "never_diff": true } } } + }, + "created_at": 1699027427.888656, + "relation_name": "DEV.development_sung_elementary.metrics_anomaly_score", + "raw_code": "{{\n config(\n materialized = 'view',\n bind=False\n )\n}}\n\nwith data_monitoring_metrics as (\n\n select * from {{ ref('data_monitoring_metrics') }}\n\n),\n\ntime_window_aggregation as (\n\n select\n id,\n full_table_name,\n column_name,\n dimension,\n dimension_value,\n metric_name,\n metric_value,\n source_value,\n bucket_start,\n bucket_end,\n bucket_duration_hours,\n updated_at,\n avg(metric_value) over (partition by metric_name, full_table_name, column_name order by bucket_start asc rows between unbounded preceding and current row) as training_avg,\n stddev(metric_value) over (partition by metric_name, full_table_name, column_name order by bucket_start asc rows between unbounded preceding and current row) as training_stddev,\n count(metric_value) over (partition by metric_name, full_table_name, column_name order by bucket_start asc rows between unbounded preceding and current row) as training_set_size,\n last_value(bucket_end) over (partition by metric_name, full_table_name, column_name order by bucket_start asc rows between unbounded preceding and current row) training_end,\n first_value(bucket_end) over (partition by metric_name, full_table_name, column_name order by bucket_start asc rows between unbounded preceding and current row) as training_start\n from data_monitoring_metrics\n {{ dbt_utils.group_by(12) }}\n),\n\nmetrics_anomaly_score as (\n\n select\n id,\n full_table_name,\n column_name,\n dimension,\n dimension_value,\n metric_name,\n case\n when training_stddev is null then null\n when training_stddev = 0 then 0\n else (metric_value - training_avg) / (training_stddev)\n end as anomaly_score,\n metric_value as latest_metric_value,\n bucket_start,\n bucket_end,\n training_avg,\n training_stddev,\n training_start,\n training_end,\n training_set_size,\n max(updated_at) as updated_at\n from time_window_aggregation\n where\n metric_value is not null\n and training_avg is not null\n and training_set_size >= {{ elementary.get_config_var('min_training_set_size') }}\n and bucket_end >= {{ elementary.edr_timeadd('day', '-7', elementary.edr_date_trunc('day', elementary.edr_current_timestamp())) }}\n {{ dbt_utils.group_by(15) }}\n order by bucket_end desc\n\n\n),\n\nfinal as (\n\n select\n id,\n full_table_name,\n column_name,\n dimension,\n dimension_value,\n metric_name,\n anomaly_score,\n latest_metric_value,\n bucket_start,\n bucket_end,\n training_avg,\n training_stddev,\n training_start,\n training_end,\n training_set_size,\n updated_at,\n case\n when abs(anomaly_score) > {{ elementary.get_config_var('anomaly_sensitivity') }} then true\n else false end\n as is_anomaly\n from metrics_anomaly_score\n)\n\nselect * from final", + "language": "sql", + "refs": [ + { + "name": "data_monitoring_metrics", + "package": null, + "version": null + } + ], + "sources": [], + "metrics": [], + "depends_on": { + "macros": [ + "macro.dbt_utils.group_by", + "macro.elementary.get_config_var", + "macro.elementary.edr_current_timestamp", + "macro.elementary.edr_date_trunc", + "macro.elementary.edr_timeadd" + ], + "nodes": ["model.elementary.data_monitoring_metrics"] + }, + "compiled_path": null, + "contract": { + "enforced": false, + "alias_types": true, + "checksum": null + }, + "access": "protected", + "constraints": [], + "version": null, + "latest_version": null, + "deprecation_date": null + }, + "model.elementary.anomaly_threshold_sensitivity": { + "database": "DEV", + "schema": "development_sung_elementary", + "name": "anomaly_threshold_sensitivity", + "resource_type": "model", + "package_name": "elementary", + "path": "edr/data_monitoring/anomaly_detection/anomaly_threshold_sensitivity.sql", + "original_file_path": "models/edr/data_monitoring/anomaly_detection/anomaly_threshold_sensitivity.sql", + "unique_id": "model.elementary.anomaly_threshold_sensitivity", + "fqn": [ + "elementary", + "edr", + "data_monitoring", + "anomaly_detection", + "anomaly_threshold_sensitivity" + ], + "alias": "anomaly_threshold_sensitivity", + "checksum": { + "name": "sha256", + "checksum": "b0e4310abc62902b98a6ad6fd465713d5aeb5e884b52594e8a1b2ff6429b1b2d" + }, + "config": { + "enabled": true, + "alias": null, + "schema": "elementary", + "database": null, + "tags": [], + "meta": { "datafold": { "datadiff": { "never_diff": true } } }, + "group": null, + "materialized": "view", + "incremental_strategy": null, + "persist_docs": {}, + "post-hook": [], + "pre-hook": [], + "quoting": {}, + "column_types": {}, + "full_refresh": null, + "unique_key": null, + "on_schema_change": "ignore", + "on_configuration_change": "apply", + "grants": {}, + "packages": [], + "docs": { "show": true, "node_color": null }, + "contract": { "enforced": false, "alias_types": true }, + "access": "protected", + "bind": false + }, + "tags": [], + "description": "This is a view on `metrics_anomaly_score` that calculates if values of metrics from latest runs would have been considered anomalies in different anomaly scores. This can help you decide if there is a need to adjust the `anomaly_score_threshold`.\n", + "columns": {}, + "meta": { "datafold": { "datadiff": { "never_diff": true } } }, + "group": null, + "docs": { "show": true, "node_color": null }, + "patch_path": "elementary://models/elementary_tests.yml", + "build_path": null, + "deferred": false, + "unrendered_config": { + "materialized": "view", + "bind": false, + "schema": "elementary", + "meta": { "datafold": { "datadiff": { "never_diff": true } } } + }, + "created_at": 1699027427.8889222, + "relation_name": "DEV.development_sung_elementary.anomaly_threshold_sensitivity", + "raw_code": "{{\n config(\n materialized = 'view',\n bind=False\n )\n}}\n\nwith metrics_anomaly_score as (\n\n select * from {{ ref('metrics_anomaly_score') }}\n\n),\n\nscore_sensitivity as (\n\n select\n full_table_name,\n column_name,\n metric_name,\n latest_metric_value,\n training_avg as metric_avg,\n training_stddev as metric_stddev,\n anomaly_score,\n case when abs(anomaly_score) >= 1.5 then true else false end as {{ elementary.edr_quote_column('is_anomaly_1_5') }},\n case when abs(anomaly_score) >= 2 then true else false end as {{ elementary.edr_quote_column('is_anomaly_2') }},\n case when abs(anomaly_score) >= 2.5 then true else false end as {{ elementary.edr_quote_column('is_anomaly_2_5') }},\n case when abs(anomaly_score) >= 3 then true else false end as {{ elementary.edr_quote_column('is_anomaly_3') }},\n case when abs(anomaly_score) >= 3.5 then true else false end as {{ elementary.edr_quote_column('is_anomaly_3_5') }},\n case when abs(anomaly_score) >= 4 then true else false end as {{ elementary.edr_quote_column('is_anomaly_4') }},\n case when abs(anomaly_score) >= 4.5 then true else false end as {{ elementary.edr_quote_column('is_anomaly_4_5') }}\n from metrics_anomaly_score\n where abs(anomaly_score) >= 1.5\n\n)\n\nselect * from score_sensitivity", + "language": "sql", + "refs": [ + { + "name": "metrics_anomaly_score", + "package": null, + "version": null + } + ], + "sources": [], + "metrics": [], + "depends_on": { + "macros": ["macro.elementary.edr_quote_column"], + "nodes": ["model.elementary.metrics_anomaly_score"] + }, + "compiled_path": null, + "contract": { + "enforced": false, + "alias_types": true, + "checksum": null + }, + "access": "protected", + "constraints": [], + "version": null, + "latest_version": null, + "deprecation_date": null + }, + "model.elementary.schema_columns_snapshot": { + "database": "DEV", + "schema": "development_sung_elementary", + "name": "schema_columns_snapshot", + "resource_type": "model", + "package_name": "elementary", + "path": "edr/data_monitoring/schema_changes/schema_columns_snapshot.sql", + "original_file_path": "models/edr/data_monitoring/schema_changes/schema_columns_snapshot.sql", + "unique_id": "model.elementary.schema_columns_snapshot", + "fqn": [ + "elementary", + "edr", + "data_monitoring", + "schema_changes", + "schema_columns_snapshot" + ], + "alias": "schema_columns_snapshot", + "checksum": { + "name": "sha256", + "checksum": "f46d29a009f8d8e320de1f86d8218745fb473afdf1fbae38990cd103630aadec" + }, + "config": { + "enabled": true, + "alias": null, + "schema": "elementary", + "database": null, + "tags": [], + "meta": { + "timestamp_column": "created_at", + "prev_timestamp_column": "detected_at", + "datafold": { "datadiff": { "never_diff": true } } + }, + "group": null, + "materialized": "incremental", + "incremental_strategy": null, + "persist_docs": {}, + "post-hook": [], + "pre-hook": [], + "quoting": {}, + "column_types": {}, + "full_refresh": false, + "unique_key": "column_state_id", + "on_schema_change": "append_new_columns", + "on_configuration_change": "apply", + "grants": {}, + "packages": [], + "docs": { "show": true, "node_color": null }, + "contract": { "enforced": false, "alias_types": true }, + "access": "protected" + }, + "tags": [], + "description": "Stores the schema details for tables that are monitored with elementary schema changes test. In order to compare current schema to previous state, we must store the previous state. The data is from a view that queries the data warehouse information schema. This is an incremental table.\n", + "columns": {}, + "meta": { + "timestamp_column": "created_at", + "prev_timestamp_column": "detected_at", + "datafold": { "datadiff": { "never_diff": true } } + }, + "group": null, + "docs": { "show": true, "node_color": null }, + "patch_path": "elementary://models/elementary_tests.yml", + "build_path": null, + "deferred": false, + "unrendered_config": { + "materialized": "incremental", + "unique_key": "column_state_id", + "on_schema_change": "append_new_columns", + "full_refresh": false, + "meta": { "datafold": { "datadiff": { "never_diff": true } } }, + "schema": "elementary" + }, + "created_at": 1699027427.889363, + "relation_name": "DEV.development_sung_elementary.schema_columns_snapshot", + "raw_code": "{{\n config(\n materialized='incremental',\n unique_key = 'column_state_id',\n on_schema_change = 'append_new_columns',\n full_refresh=elementary.get_config_var('elementary_full_refresh'),\n meta={\n \"timestamp_column\": \"created_at\",\n \"prev_timestamp_column\": \"detected_at\",\n }\n )\n}}\n\n{{ elementary.empty_schema_columns_snapshot() }}", + "language": "sql", + "refs": [], + "sources": [], + "metrics": [], + "depends_on": { + "macros": [ + "macro.elementary.get_config_var", + "macro.elementary.empty_schema_columns_snapshot" + ], + "nodes": [] + }, + "compiled_path": null, + "contract": { + "enforced": false, + "alias_types": true, + "checksum": null + }, + "access": "protected", + "constraints": [], + "version": null, + "latest_version": null, + "deprecation_date": null + }, + "model.elementary.data_monitoring_metrics": { + "database": "DEV", + "schema": "development_sung_elementary", + "name": "data_monitoring_metrics", + "resource_type": "model", + "package_name": "elementary", + "path": "edr/data_monitoring/data_monitoring/data_monitoring_metrics.sql", + "original_file_path": "models/edr/data_monitoring/data_monitoring/data_monitoring_metrics.sql", + "unique_id": "model.elementary.data_monitoring_metrics", + "fqn": [ + "elementary", + "edr", + "data_monitoring", + "data_monitoring", + "data_monitoring_metrics" + ], + "alias": "data_monitoring_metrics", + "checksum": { + "name": "sha256", + "checksum": "d9cfebe47d47e374e67142d8011a4153f23feed57b938098e8abdf9ff1258232" + }, + "config": { + "enabled": true, + "alias": null, + "schema": "elementary", + "database": null, + "tags": [], + "meta": { + "timestamp_column": "created_at", + "prev_timestamp_column": "updated_at", + "datafold": { "datadiff": { "never_diff": true } } + }, + "group": null, + "materialized": "incremental", + "incremental_strategy": null, + "persist_docs": {}, + "post-hook": [], + "pre-hook": [], + "quoting": {}, + "column_types": {}, + "full_refresh": false, + "unique_key": "id", + "on_schema_change": "append_new_columns", + "on_configuration_change": "apply", + "grants": {}, + "packages": [], + "docs": { "show": true, "node_color": null }, + "contract": { "enforced": false, "alias_types": true }, + "access": "protected" + }, + "tags": [], + "description": "Elementary anomaly detection tests monitor metrics such as volume, freshness and data quality metrics. This incremental table is used to store the metrics over time. On each anomaly detection test, the test queries this table for historical metrics, and compares to the latest values. The table is updated with new metrics on the on-run-end named handle_test_results that is executed at the end of dbt test invocations.\n", + "columns": {}, + "meta": { + "timestamp_column": "created_at", + "prev_timestamp_column": "updated_at", + "datafold": { "datadiff": { "never_diff": true } } + }, + "group": null, + "docs": { "show": true, "node_color": null }, + "patch_path": "elementary://models/elementary_tests.yml", + "build_path": null, + "deferred": false, + "unrendered_config": { + "materialized": "incremental", + "unique_key": "id", + "on_schema_change": "append_new_columns", + "full_refresh": false, + "meta": { "datafold": { "datadiff": { "never_diff": true } } }, + "schema": "elementary" + }, + "created_at": 1699027427.888433, + "relation_name": "DEV.development_sung_elementary.data_monitoring_metrics", + "raw_code": "{{\n config(\n materialized='incremental',\n unique_key='id',\n on_schema_change='append_new_columns',\n full_refresh=elementary.get_config_var('elementary_full_refresh'),\n meta={\n \"timestamp_column\": \"created_at\",\n \"prev_timestamp_column\": \"updated_at\",\n }\n )\n}}\n\n{{ elementary.empty_data_monitoring_metrics() }}", + "language": "sql", + "refs": [], + "sources": [], + "metrics": [], + "depends_on": { + "macros": [ + "macro.elementary.get_config_var", + "macro.elementary.empty_data_monitoring_metrics" + ], + "nodes": [] + }, + "compiled_path": null, + "contract": { + "enforced": false, + "alias_types": true, + "checksum": null + }, + "access": "protected", + "constraints": [], + "version": null, + "latest_version": null, + "deprecation_date": null + }, + "model.elementary.filtered_information_schema_columns": { + "database": "DEV", + "schema": "development_sung_elementary", + "name": "filtered_information_schema_columns", + "resource_type": "model", + "package_name": "elementary", + "path": "edr/metadata_store/filtered_information_schema_columns.sql", + "original_file_path": "models/edr/metadata_store/filtered_information_schema_columns.sql", + "unique_id": "model.elementary.filtered_information_schema_columns", + "fqn": [ + "elementary", + "edr", + "metadata_store", + "filtered_information_schema_columns" + ], + "alias": "filtered_information_schema_columns", + "checksum": { + "name": "sha256", + "checksum": "a1fe1e5f11d17b5012dcec8de3d690946970e386f72640fcf2c69d0cefdc6785" + }, + "config": { + "enabled": true, + "alias": null, + "schema": "elementary", + "database": null, + "tags": [], + "meta": { "datafold": { "datadiff": { "never_diff": true } } }, + "group": null, + "materialized": "view", + "incremental_strategy": null, + "persist_docs": {}, + "post-hook": [], + "pre-hook": [], + "quoting": {}, + "column_types": {}, + "full_refresh": null, + "unique_key": null, + "on_schema_change": "ignore", + "on_configuration_change": "apply", + "grants": {}, + "packages": [], + "docs": { "show": true, "node_color": null }, + "contract": { "enforced": false, "alias_types": true }, + "access": "protected" + }, + "tags": [], + "description": "Queries the columns view from the information schema of the schemas in the project. This view is generated using an adapter specific macro, as information schema is different between platforms. This is a view to make the work with the information schema more convenient.", + "columns": {}, + "meta": { "datafold": { "datadiff": { "never_diff": true } } }, + "group": null, + "docs": { "show": true, "node_color": null }, + "patch_path": "elementary://models/elementary_tests.yml", + "build_path": null, + "deferred": false, + "unrendered_config": { + "materialized": "view", + "schema": "elementary", + "meta": { "datafold": { "datadiff": { "never_diff": true } } } + }, + "created_at": 1699027427.8895738, + "relation_name": "DEV.development_sung_elementary.filtered_information_schema_columns", + "raw_code": "{{\n config(\n materialized = 'view',\n )\n}}\n\n{% set configured_schemas = elementary.get_configured_schemas_from_graph() %}\n\nwith filtered_information_schema_columns as (\n {{ elementary.get_columns_by_schemas(configured_schemas) }}\n)\n\nselect *\nfrom filtered_information_schema_columns\nwhere full_table_name is not null", + "language": "sql", + "refs": [], + "sources": [], + "metrics": [], + "depends_on": { + "macros": [ + "macro.elementary.get_configured_schemas_from_graph", + "macro.elementary.get_columns_by_schemas" + ], + "nodes": [] + }, + "compiled_path": null, + "contract": { + "enforced": false, + "alias_types": true, + "checksum": null + }, + "access": "protected", + "constraints": [], + "version": null, + "latest_version": null, + "deprecation_date": null + }, + "operation.elementary.elementary-on-run-start-0": { + "database": "DEV", + "schema": "development_sung_elementary", + "name": "elementary-on-run-start-0", + "resource_type": "operation", + "package_name": "elementary", + "path": "hooks/elementary-on-run-start-0.sql", + "original_file_path": "./dbt_project.yml", + "unique_id": "operation.elementary.elementary-on-run-start-0", + "fqn": ["elementary", "hooks", "elementary-on-run-start-0"], + "alias": "elementary-on-run-start-0", + "checksum": { + "name": "sha256", + "checksum": "9259494160fd28fa53867ad00e45d0372bff150b072937fac3e3b5f340c8c701" + }, + "config": { + "enabled": true, + "alias": null, + "schema": "elementary", + "database": null, + "tags": [], + "meta": { "datafold": { "datadiff": { "never_diff": true } } }, + "group": null, + "materialized": "view", + "incremental_strategy": null, + "persist_docs": {}, + "post-hook": [], + "pre-hook": [], + "quoting": {}, + "column_types": {}, + "full_refresh": null, + "unique_key": null, + "on_schema_change": "ignore", + "on_configuration_change": "apply", + "grants": {}, + "packages": [], + "docs": { "show": true, "node_color": null }, + "contract": { "enforced": false, "alias_types": true } + }, + "tags": ["on-run-start"], + "description": "", + "columns": {}, + "meta": { "datafold": { "datadiff": { "never_diff": true } } }, + "group": null, + "docs": { "show": true, "node_color": null }, + "patch_path": null, + "build_path": null, + "deferred": false, + "unrendered_config": { + "schema": "elementary", + "meta": { "datafold": { "datadiff": { "never_diff": true } } } + }, + "created_at": 1699027427.749107, + "relation_name": null, + "raw_code": "{{ elementary.on_run_start() }}", + "language": "sql", + "refs": [], + "sources": [], + "metrics": [], + "depends_on": { + "macros": ["macro.elementary.on_run_start"], + "nodes": [] + }, + "compiled_path": "target/compiled/elementary/./dbt_project.yml/hooks/elementary-on-run-start-0.sql", + "compiled": true, + "compiled_code": "\n \n \n\n \n \n\n \n", + "extra_ctes_injected": true, + "extra_ctes": [], + "contract": { + "enforced": false, + "alias_types": true, + "checksum": null + }, + "index": 0 + }, + "operation.elementary.elementary-on-run-end-0": { + "database": "DEV", + "schema": "development_sung_elementary", + "name": "elementary-on-run-end-0", + "resource_type": "operation", + "package_name": "elementary", + "path": "hooks/elementary-on-run-end-0.sql", + "original_file_path": "./dbt_project.yml", + "unique_id": "operation.elementary.elementary-on-run-end-0", + "fqn": ["elementary", "hooks", "elementary-on-run-end-0"], + "alias": "elementary-on-run-end-0", + "checksum": { + "name": "sha256", + "checksum": "9259494160fd28fa53867ad00e45d0372bff150b072937fac3e3b5f340c8c701" + }, + "config": { + "enabled": true, + "alias": null, + "schema": "elementary", + "database": null, + "tags": [], + "meta": { "datafold": { "datadiff": { "never_diff": true } } }, + "group": null, + "materialized": "view", + "incremental_strategy": null, + "persist_docs": {}, + "post-hook": [], + "pre-hook": [], + "quoting": {}, + "column_types": {}, + "full_refresh": null, + "unique_key": null, + "on_schema_change": "ignore", + "on_configuration_change": "apply", + "grants": {}, + "packages": [], + "docs": { "show": true, "node_color": null }, + "contract": { "enforced": false, "alias_types": true } + }, + "tags": ["on-run-end"], + "description": "", + "columns": {}, + "meta": { "datafold": { "datadiff": { "never_diff": true } } }, + "group": null, + "docs": { "show": true, "node_color": null }, + "patch_path": null, + "build_path": null, + "deferred": false, + "unrendered_config": { + "schema": "elementary", + "meta": { "datafold": { "datadiff": { "never_diff": true } } } + }, + "created_at": 1699027427.7548091, + "relation_name": null, + "raw_code": "{{ elementary.on_run_end() }}", + "language": "sql", + "refs": [], + "sources": [], + "metrics": [], + "depends_on": { + "macros": ["macro.elementary.on_run_end"], + "nodes": [] + }, + "compiled_path": "target/compiled/elementary/./dbt_project.yml/hooks/elementary-on-run-end-0.sql", + "compiled": true, + "compiled_code": "\n \n \n\n \n \n \n\n \n \n \n\n \n \n \n\n \n\n \n \n \n \n", + "extra_ctes_injected": true, + "extra_ctes": [], + "contract": { + "enforced": false, + "alias_types": true, + "checksum": null + }, + "index": 0 + }, + "test.demo.unique_stg_customers_customer_id.c7614daada": { + "test_metadata": { + "name": "unique", + "kwargs": { + 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"description": "", + "columns": {}, + "meta": {}, + "group": null, + "docs": { "show": true, "node_color": null }, + "patch_path": null, + "build_path": null, + "deferred": false, + "unrendered_config": {}, + "created_at": 1699027427.83968, + "relation_name": null, + "raw_code": "{{ test_unique(**_dbt_generic_test_kwargs) }}", + "language": "sql", + "refs": [ + { "name": "stg_customers", "package": null, "version": null } + ], + "sources": [], + "metrics": [], + "depends_on": { + "macros": ["macro.dbt.test_unique"], + "nodes": ["model.demo.stg_customers"] + }, + "compiled_path": null, + "contract": { + "enforced": false, + "alias_types": true, + "checksum": null + }, + "column_name": "customer_id", + "file_key_name": "models.stg_customers", + "attached_node": "model.demo.stg_customers" + }, + "test.demo.not_null_stg_customers_customer_id.e2cfb1f9aa": { + "test_metadata": { + "name": "not_null", + "kwargs": { + "column_name": "customer_id", + "model": "{{ get_where_subquery(ref('stg_customers')) }}" + }, + "namespace": null + }, + "database": "DEV", + "schema": "development_sung_dbt_test__audit", + "name": "not_null_stg_customers_customer_id", + "resource_type": "test", + "package_name": "demo", + "path": "not_null_stg_customers_customer_id.sql", + "original_file_path": "models/staging/schema.yml", + "unique_id": "test.demo.not_null_stg_customers_customer_id.e2cfb1f9aa", + "fqn": ["demo", "staging", "not_null_stg_customers_customer_id"], + "alias": "not_null_stg_customers_customer_id", + "checksum": { "name": "none", "checksum": "" }, + "config": { + "enabled": true, + "alias": null, + "schema": "dbt_test__audit", + "database": null, + "tags": [], + "meta": {}, + "group": null, + "materialized": "test", + "severity": "ERROR", + "store_failures": null, + "store_failures_as": null, + "where": null, + "limit": null, + "fail_calc": "count(*)", + "warn_if": "!= 0", + "error_if": "!= 0" + }, + "tags": [], + "description": "", + "columns": {}, + "meta": {}, + "group": null, + "docs": { "show": true, "node_color": null }, + "patch_path": null, + "build_path": null, + "deferred": false, + "unrendered_config": {}, + "created_at": 1699027427.8411882, + "relation_name": null, + "raw_code": "{{ test_not_null(**_dbt_generic_test_kwargs) }}", + "language": "sql", + "refs": [ + { "name": "stg_customers", "package": null, "version": null } + ], + "sources": [], + "metrics": [], + "depends_on": { + "macros": ["macro.dbt.test_not_null"], + "nodes": ["model.demo.stg_customers"] + }, + "compiled_path": null, + "contract": { + "enforced": false, + "alias_types": true, + "checksum": null + }, + "column_name": "customer_id", + "file_key_name": "models.stg_customers", + "attached_node": "model.demo.stg_customers" + }, + "test.demo.unique_stg_orders_order_id.e3b841c71a": { + "test_metadata": { + "name": "unique", + "kwargs": { + "column_name": "order_id", + "model": "{{ get_where_subquery(ref('stg_orders')) }}" + }, + "namespace": null + }, + "database": "DEV", + "schema": "development_sung_dbt_test__audit", + "name": "unique_stg_orders_order_id", + "resource_type": "test", + "package_name": "demo", + "path": "unique_stg_orders_order_id.sql", + "original_file_path": "models/staging/schema.yml", + "unique_id": "test.demo.unique_stg_orders_order_id.e3b841c71a", + "fqn": ["demo", "staging", "unique_stg_orders_order_id"], + "alias": "unique_stg_orders_order_id", + "checksum": { "name": "none", "checksum": "" }, + "config": { + "enabled": true, + "alias": null, + "schema": "dbt_test__audit", + "database": null, + "tags": [], + "meta": {}, + "group": null, + "materialized": "test", + "severity": "ERROR", + "store_failures": null, + "store_failures_as": null, + "where": null, + "limit": null, + "fail_calc": "count(*)", + "warn_if": "!= 0", + "error_if": "!= 0" + }, + "tags": [], + "description": "", + "columns": {}, + "meta": {}, + "group": null, + "docs": { "show": true, "node_color": null }, + "patch_path": null, + "build_path": null, + "deferred": false, + "unrendered_config": {}, + "created_at": 1699027427.8425741, + "relation_name": null, + "raw_code": "{{ test_unique(**_dbt_generic_test_kwargs) }}", + "language": "sql", + "refs": [ + { "name": "stg_orders", "package": null, "version": null } + ], + "sources": [], + "metrics": [], + "depends_on": { + "macros": ["macro.dbt.test_unique"], + "nodes": ["model.demo.stg_orders"] + }, + "compiled_path": null, + "contract": { + "enforced": false, + "alias_types": true, + "checksum": null + }, + "column_name": "order_id", + "file_key_name": "models.stg_orders", + "attached_node": "model.demo.stg_orders" + }, + "test.demo.not_null_stg_orders_order_id.81cfe2fe64": { + "test_metadata": { + "name": "not_null", + "kwargs": { + "column_name": "order_id", + "model": "{{ get_where_subquery(ref('stg_orders')) }}" + }, + "namespace": null + }, + "database": "DEV", + "schema": "development_sung_dbt_test__audit", + "name": "not_null_stg_orders_order_id", + "resource_type": 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"raw_code": "{{ test_not_null(**_dbt_generic_test_kwargs) }}", + "language": "sql", + "refs": [ + { "name": "stg_orders", "package": null, "version": null } + ], + "sources": [], + "metrics": [], + "depends_on": { + "macros": ["macro.dbt.test_not_null"], + "nodes": ["model.demo.stg_orders"] + }, + "compiled_path": null, + "contract": { + "enforced": false, + "alias_types": true, + "checksum": null + }, + "column_name": "order_id", + "file_key_name": "models.stg_orders", + "attached_node": "model.demo.stg_orders" + }, + "test.demo.accepted_values_stg_orders_status__placed__shipped__completed__return_pending__returned.080fb20aad": { + "test_metadata": { + "name": "accepted_values", + "kwargs": { + "values": [ + "placed", + "shipped", + "completed", + "return_pending", + "returned" + ], + "column_name": "status", + "model": "{{ get_where_subquery(ref('stg_orders')) }}" + }, + "namespace": null + }, + "database": "DEV", + "schema": "development_sung_dbt_test__audit", + "name": 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"fail_calc": "count(*)", + "warn_if": "!= 0", + "error_if": "!= 0" + }, + "tags": [], + "description": "", + "columns": {}, + "meta": {}, + "group": null, + "docs": { "show": true, "node_color": null }, + "patch_path": null, + "build_path": null, + "deferred": false, + "unrendered_config": { + "alias": "accepted_values_stg_orders_4f514bf94b77b7ea437830eec4421c58" + }, + "created_at": 1699027427.8449018, + "relation_name": null, + "raw_code": "{{ test_accepted_values(**_dbt_generic_test_kwargs) }}{{ config(alias=\"accepted_values_stg_orders_4f514bf94b77b7ea437830eec4421c58\") }}", + "language": "sql", + "refs": [ + { "name": "stg_orders", "package": null, "version": null } + ], + "sources": [], + "metrics": [], + "depends_on": { + "macros": [ + "macro.dbt.test_accepted_values", + "macro.dbt.get_where_subquery" + ], + "nodes": ["model.demo.stg_orders"] + }, + "compiled_path": null, + "contract": { + "enforced": false, + "alias_types": true, + "checksum": null + }, + "column_name": 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+ "severity": "ERROR", + "store_failures": null, + "store_failures_as": null, + "where": null, + "limit": null, + "fail_calc": "count(*)", + "warn_if": "!= 0", + "error_if": "!= 0" + }, + "tags": [], + "description": "", + "columns": {}, + "meta": {}, + "group": null, + "docs": { "show": true, "node_color": null }, + "patch_path": null, + "build_path": null, + "deferred": false, + "unrendered_config": {}, + "created_at": 1699027427.852405, + "relation_name": null, + "raw_code": "{{ test_unique(**_dbt_generic_test_kwargs) }}", + "language": "sql", + "refs": [ + { "name": "stg_payments", "package": null, "version": null } + ], + "sources": [], + "metrics": [], + "depends_on": { + "macros": ["macro.dbt.test_unique"], + "nodes": ["model.demo.stg_payments"] + }, + "compiled_path": null, + "contract": { + "enforced": false, + "alias_types": true, + "checksum": null + }, + "column_name": "payment_id", + "file_key_name": "models.stg_payments", + "attached_node": "model.demo.stg_payments" + }, 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"where": null, + "limit": null, + "fail_calc": "count(*)", + "warn_if": "!= 0", + "error_if": "!= 0" + }, + "tags": [], + "description": "", + "columns": {}, + "meta": {}, + "group": null, + "docs": { "show": true, "node_color": null }, + "patch_path": null, + "build_path": null, + "deferred": false, + "unrendered_config": {}, + "created_at": 1699027427.853699, + "relation_name": null, + "raw_code": "{{ test_not_null(**_dbt_generic_test_kwargs) }}", + "language": "sql", + "refs": [ + { "name": "stg_payments", "package": null, "version": null } + ], + "sources": [], + "metrics": [], + "depends_on": { + "macros": ["macro.dbt.test_not_null"], + "nodes": ["model.demo.stg_payments"] + }, + "compiled_path": null, + "contract": { + "enforced": false, + "alias_types": true, + "checksum": null + }, + "column_name": "payment_id", + "file_key_name": "models.stg_payments", + "attached_node": "model.demo.stg_payments" + }, + 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1699027427.8616068, + "relation_name": null, + "raw_code": "{{ test_unique(**_dbt_generic_test_kwargs) }}", + "language": "sql", + "refs": [{ "name": "customers", "package": null, "version": null }], + "sources": [], + "metrics": [], + "depends_on": { + "macros": ["macro.dbt.test_unique"], + "nodes": ["model.demo.customers"] + }, + "compiled_path": null, + "contract": { + "enforced": false, + "alias_types": true, + "checksum": null + }, + "column_name": "customer_id", + "file_key_name": "models.customers", + "attached_node": "model.demo.customers" + }, + "test.demo.not_null_customers_customer_id.5c9bf9911d": { + "test_metadata": { + "name": "not_null", + "kwargs": { + "column_name": "customer_id", + "model": "{{ get_where_subquery(ref('customers')) }}" + }, + "namespace": null + }, + "database": "DEV", + "schema": "development_sung_dbt_test__audit", + "name": "not_null_customers_customer_id", + "resource_type": "test", + "package_name": "demo", + "path": 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test_not_null(**_dbt_generic_test_kwargs) }}", + "language": "sql", + "refs": [{ "name": "customers", "package": null, "version": null }], + "sources": [], + "metrics": [], + "depends_on": { + "macros": ["macro.dbt.test_not_null"], + "nodes": ["model.demo.customers"] + }, + "compiled_path": null, + "contract": { + "enforced": false, + "alias_types": true, + "checksum": null + }, + "column_name": "customer_id", + "file_key_name": "models.customers", + "attached_node": "model.demo.customers" + }, + "test.demo.not_null_orders_order_id.cf6c17daed": { + "test_metadata": { + "name": "not_null", + "kwargs": { + "column_name": "order_id", + "model": "{{ get_where_subquery(ref('orders')) }}" + }, + "namespace": null + }, + "database": "DEV", + "schema": "development_sung_dbt_test__audit", + "name": "not_null_orders_order_id", + "resource_type": "test", + "package_name": "demo", + "path": "not_null_orders_order_id.sql", + "original_file_path": "models/core/schema.yml", + "unique_id": "test.demo.not_null_orders_order_id.cf6c17daed", + "fqn": ["demo", "core", "not_null_orders_order_id"], + "alias": "not_null_orders_order_id", + "checksum": { "name": "none", "checksum": "" }, + "config": { + "enabled": true, + "alias": null, + "schema": "dbt_test__audit", + "database": null, + "tags": [], + "meta": {}, + "group": null, + "materialized": "test", + "severity": "ERROR", + "store_failures": null, + "store_failures_as": null, + "where": null, + "limit": null, + "fail_calc": "count(*)", + "warn_if": "!= 0", + "error_if": "!= 0" + }, + "tags": [], + "description": "", + "columns": {}, + "meta": {}, + "group": null, + "docs": { "show": true, "node_color": null }, + "patch_path": null, + "build_path": null, + "deferred": false, + "unrendered_config": {}, + "created_at": 1699027427.863917, + "relation_name": null, + "raw_code": "{{ test_not_null(**_dbt_generic_test_kwargs) }}", + "language": "sql", + "refs": [{ "name": "orders", "package": null, "version": null }], + "sources": [], + "metrics": [], + "depends_on": { + "macros": ["macro.dbt.test_not_null"], + "nodes": ["model.demo.orders"] + }, + "compiled_path": null, + "contract": { + "enforced": false, + "alias_types": true, + "checksum": null + }, + "column_name": "order_id", + "file_key_name": "models.orders", + "attached_node": "model.demo.orders" + }, + "test.demo.not_null_orders_customer_id_change.a2fb2e87b2": { + "test_metadata": { + "name": "not_null", + "kwargs": { + "column_name": "customer_id_change", + "model": "{{ get_where_subquery(ref('orders')) }}" + }, + "namespace": null + }, + "database": "DEV", + "schema": "development_sung_dbt_test__audit", + "name": "not_null_orders_customer_id_change", + "resource_type": "test", + "package_name": "demo", + "path": "not_null_orders_customer_id_change.sql", + "original_file_path": "models/core/schema.yml", + "unique_id": "test.demo.not_null_orders_customer_id_change.a2fb2e87b2", + "fqn": ["demo", "core", "not_null_orders_customer_id_change"], + "alias": "not_null_orders_customer_id_change", + "checksum": { "name": "none", "checksum": "" }, + "config": { + "enabled": true, + "alias": null, + "schema": "dbt_test__audit", + "database": null, + "tags": [], + "meta": {}, + "group": null, + "materialized": "test", + "severity": "ERROR", + "store_failures": null, + "store_failures_as": null, + "where": null, + "limit": null, + "fail_calc": "count(*)", + "warn_if": "!= 0", + "error_if": "!= 0" + }, + "tags": [], + "description": "", + "columns": {}, + "meta": {}, + "group": null, + "docs": { "show": true, "node_color": null }, + "patch_path": null, + "build_path": null, + "deferred": false, + "unrendered_config": {}, + "created_at": 1699027427.865012, + "relation_name": null, + "raw_code": "{{ test_not_null(**_dbt_generic_test_kwargs) }}", + "language": "sql", + "refs": [{ "name": "orders", "package": null, "version": null }], + "sources": [], + "metrics": [], + "depends_on": { + "macros": ["macro.dbt.test_not_null"], + "nodes": ["model.demo.orders"] + }, + "compiled_path": null, + "contract": { + "enforced": false, + "alias_types": true, + "checksum": null + }, + "column_name": "customer_id_change", + "file_key_name": "models.orders", + "attached_node": "model.demo.orders" + }, + "test.demo.relationships_orders_customer_id_change__customer_id__ref_customers_.ae8faa1aca": { + "test_metadata": { + "name": "relationships", + "kwargs": { + "to": "ref('customers')", + "field": "customer_id", + "column_name": "customer_id_change", + "model": "{{ get_where_subquery(ref('orders')) }}" + }, + "namespace": null + }, + "database": "DEV", + "schema": "development_sung_dbt_test__audit", + "name": "relationships_orders_customer_id_change__customer_id__ref_customers_", + "resource_type": "test", + "package_name": "demo", + "path": "relationships_orders_efc8e5ae42eb0ca556a6b25d8696127e.sql", + "original_file_path": "models/core/schema.yml", + "unique_id": "test.demo.relationships_orders_customer_id_change__customer_id__ref_customers_.ae8faa1aca", + "fqn": [ + "demo", + "core", + "relationships_orders_customer_id_change__customer_id__ref_customers_" + ], + "alias": "relationships_orders_efc8e5ae42eb0ca556a6b25d8696127e", + "checksum": { "name": "none", "checksum": "" }, + "config": { + "enabled": true, + "alias": "relationships_orders_efc8e5ae42eb0ca556a6b25d8696127e", + "schema": "dbt_test__audit", + "database": null, + "tags": [], + "meta": {}, + "group": null, + "materialized": "test", + "severity": "ERROR", + "store_failures": null, + "store_failures_as": null, + "where": null, + "limit": null, + "fail_calc": "count(*)", + "warn_if": "!= 0", + "error_if": "!= 0" + }, + "tags": [], + "description": "", + "columns": {}, + "meta": {}, + "group": null, + "docs": { "show": true, "node_color": null }, + "patch_path": null, + "build_path": null, + "deferred": false, + "unrendered_config": { + "alias": "relationships_orders_efc8e5ae42eb0ca556a6b25d8696127e" + }, + "created_at": 1699027427.866335, + "relation_name": null, + "raw_code": "{{ test_relationships(**_dbt_generic_test_kwargs) }}{{ config(alias=\"relationships_orders_efc8e5ae42eb0ca556a6b25d8696127e\") }}", + "language": "sql", + "refs": [ + { "name": "customers", "package": null, "version": null }, + { "name": "orders", "package": null, "version": null } + ], + "sources": [], + "metrics": [], + "depends_on": { + "macros": [ + "macro.dbt.test_relationships", + "macro.dbt.get_where_subquery" + ], + "nodes": ["model.demo.customers", "model.demo.orders"] + }, + "compiled_path": null, + "contract": { + "enforced": false, + "alias_types": true, + "checksum": null + }, + "column_name": "customer_id_change", + "file_key_name": "models.orders", + "attached_node": "model.demo.orders" + }, + "test.demo.accepted_values_orders_status__placed__shipped__completed__return_pending__returned.be6b5b5ec3": { + "test_metadata": { + "name": "accepted_values", + "kwargs": { + "values": [ + "placed", + "shipped", + "completed", + "return_pending", + "returned" + ], + "column_name": "status", + "model": "{{ get_where_subquery(ref('orders')) }}" + }, + "namespace": null + }, + "database": "DEV", + "schema": "development_sung_dbt_test__audit", + "name": "accepted_values_orders_status__placed__shipped__completed__return_pending__returned", + "resource_type": "test", + "package_name": "demo", + "path": "accepted_values_orders_1ce6ab157c285f7cd2ac656013faf758.sql", + "original_file_path": "models/core/schema.yml", + "unique_id": "test.demo.accepted_values_orders_status__placed__shipped__completed__return_pending__returned.be6b5b5ec3", + "fqn": [ + "demo", + "core", + "accepted_values_orders_status__placed__shipped__completed__return_pending__returned" + ], + "alias": "accepted_values_orders_1ce6ab157c285f7cd2ac656013faf758", + "checksum": { "name": "none", "checksum": "" }, + "config": { + "enabled": true, + "alias": "accepted_values_orders_1ce6ab157c285f7cd2ac656013faf758", + "schema": "dbt_test__audit", + "database": null, + "tags": [], + "meta": {}, + "group": null, + "materialized": "test", + "severity": "ERROR", + "store_failures": null, + "store_failures_as": null, + "where": null, + "limit": null, + "fail_calc": "count(*)", + "warn_if": "!= 0", + "error_if": "!= 0" + }, + "tags": [], + "description": "", + "columns": {}, + "meta": {}, + "group": null, + "docs": { "show": true, "node_color": null }, + "patch_path": null, + "build_path": null, + "deferred": false, + "unrendered_config": { + "alias": "accepted_values_orders_1ce6ab157c285f7cd2ac656013faf758" + }, + "created_at": 1699027427.8710551, + "relation_name": null, + "raw_code": "{{ test_accepted_values(**_dbt_generic_test_kwargs) }}{{ config(alias=\"accepted_values_orders_1ce6ab157c285f7cd2ac656013faf758\") }}", + "language": "sql", + "refs": [{ "name": "orders", "package": null, "version": null }], + "sources": [], + "metrics": [], + "depends_on": { + "macros": [ + "macro.dbt.test_accepted_values", + "macro.dbt.get_where_subquery" + ], + "nodes": ["model.demo.orders"] + }, + "compiled_path": null, + "contract": { + "enforced": false, + "alias_types": true, + "checksum": null + }, + "column_name": "status", + "file_key_name": "models.orders", + "attached_node": "model.demo.orders" + }, + "test.demo.not_null_orders_amount.106140f9fd": { + "test_metadata": { + "name": "not_null", + "kwargs": { + "column_name": "amount", + "model": "{{ get_where_subquery(ref('orders')) }}" + }, + "namespace": null + }, + "database": "DEV", + "schema": "development_sung_dbt_test__audit", + "name": "not_null_orders_amount", + "resource_type": "test", + "package_name": "demo", + "path": "not_null_orders_amount.sql", + "original_file_path": "models/core/schema.yml", + "unique_id": "test.demo.not_null_orders_amount.106140f9fd", + "fqn": ["demo", "core", "not_null_orders_amount"], + "alias": "not_null_orders_amount", + "checksum": { "name": "none", "checksum": "" }, + "config": { + "enabled": true, + "alias": null, + "schema": "dbt_test__audit", + "database": null, + "tags": [], + "meta": {}, + "group": null, + "materialized": "test", + "severity": "ERROR", + "store_failures": null, + "store_failures_as": null, + "where": null, + "limit": null, + "fail_calc": "count(*)", + "warn_if": "!= 0", + "error_if": "!= 0" + }, + "tags": [], + "description": "", + "columns": {}, + "meta": {}, + "group": null, + "docs": { "show": true, "node_color": null }, + "patch_path": null, + "build_path": null, + "deferred": false, + "unrendered_config": {}, + "created_at": 1699027427.873517, + "relation_name": null, + "raw_code": "{{ test_not_null(**_dbt_generic_test_kwargs) }}", + "language": "sql", + "refs": [{ "name": "orders", "package": null, "version": null }], + "sources": [], + "metrics": [], + "depends_on": { + "macros": ["macro.dbt.test_not_null"], + "nodes": ["model.demo.orders"] + }, + "compiled_path": null, + "contract": { + "enforced": false, + "alias_types": true, + "checksum": null + }, + "column_name": "amount", + "file_key_name": "models.orders", + "attached_node": "model.demo.orders" + }, + "test.demo.not_null_orders_credit_card_amount.d3ca593b59": { + "test_metadata": { + "name": "not_null", + "kwargs": { + "column_name": "credit_card_amount", + "model": "{{ get_where_subquery(ref('orders')) }}" + }, + "namespace": null + }, + "database": "DEV", + "schema": "development_sung_dbt_test__audit", + "name": "not_null_orders_credit_card_amount", + "resource_type": "test", + "package_name": "demo", + "path": "not_null_orders_credit_card_amount.sql", + "original_file_path": "models/core/schema.yml", + "unique_id": "test.demo.not_null_orders_credit_card_amount.d3ca593b59", + "fqn": ["demo", "core", "not_null_orders_credit_card_amount"], + "alias": "not_null_orders_credit_card_amount", + "checksum": { "name": "none", "checksum": "" }, + "config": { + "enabled": true, + "alias": null, + "schema": "dbt_test__audit", + "database": null, + "tags": [], + "meta": {}, + "group": null, + "materialized": "test", + "severity": "ERROR", + "store_failures": null, + "store_failures_as": null, + "where": null, + "limit": null, + "fail_calc": "count(*)", + "warn_if": "!= 0", + "error_if": "!= 0" + }, + "tags": [], + "description": "", + "columns": {}, + "meta": {}, + "group": null, + "docs": { "show": true, "node_color": null }, + "patch_path": null, + "build_path": null, + "deferred": false, + "unrendered_config": {}, + "created_at": 1699027427.874582, + "relation_name": null, + "raw_code": "{{ test_not_null(**_dbt_generic_test_kwargs) }}", + "language": "sql", + "refs": [{ "name": "orders", "package": null, "version": null }], + "sources": [], + "metrics": [], + "depends_on": { + "macros": ["macro.dbt.test_not_null"], + "nodes": ["model.demo.orders"] + }, + "compiled_path": null, + "contract": { + "enforced": false, + "alias_types": true, + "checksum": null + }, + "column_name": "credit_card_amount", + "file_key_name": "models.orders", + "attached_node": "model.demo.orders" + }, + "test.demo.not_null_orders_coupon_amount.ab90c90625": { + "test_metadata": { + "name": "not_null", + "kwargs": { + "column_name": "coupon_amount", + "model": "{{ get_where_subquery(ref('orders')) }}" + }, + "namespace": null + }, + "database": "DEV", + "schema": "development_sung_dbt_test__audit", + "name": "not_null_orders_coupon_amount", + "resource_type": "test", + "package_name": "demo", + "path": "not_null_orders_coupon_amount.sql", + "original_file_path": "models/core/schema.yml", + "unique_id": "test.demo.not_null_orders_coupon_amount.ab90c90625", + "fqn": ["demo", "core", "not_null_orders_coupon_amount"], + "alias": "not_null_orders_coupon_amount", + "checksum": { "name": "none", "checksum": "" }, + "config": { + "enabled": true, + "alias": null, + "schema": "dbt_test__audit", + "database": null, + "tags": [], + "meta": {}, + "group": null, + "materialized": "test", + "severity": "ERROR", + "store_failures": null, + "store_failures_as": null, + "where": null, + "limit": null, + "fail_calc": "count(*)", + "warn_if": "!= 0", + "error_if": "!= 0" + }, + "tags": [], + "description": "", + "columns": {}, + "meta": {}, + "group": null, + "docs": { "show": true, "node_color": null }, + "patch_path": null, + "build_path": null, + "deferred": false, + "unrendered_config": {}, + "created_at": 1699027427.875781, + "relation_name": null, + "raw_code": "{{ test_not_null(**_dbt_generic_test_kwargs) }}", + "language": "sql", + "refs": [{ "name": "orders", "package": null, "version": null }], + "sources": [], + "metrics": [], + "depends_on": { + "macros": ["macro.dbt.test_not_null"], + "nodes": ["model.demo.orders"] + }, + "compiled_path": null, + "contract": { + "enforced": false, + "alias_types": true, + "checksum": null + }, + "column_name": "coupon_amount", + "file_key_name": "models.orders", + "attached_node": "model.demo.orders" + }, + "test.demo.not_null_orders_bank_transfer_amount.7743500c49": { + "test_metadata": { + "name": "not_null", + "kwargs": { + "column_name": "bank_transfer_amount", + "model": "{{ get_where_subquery(ref('orders')) }}" + }, + "namespace": null + }, + "database": "DEV", + "schema": "development_sung_dbt_test__audit", + "name": "not_null_orders_bank_transfer_amount", + "resource_type": "test", + "package_name": "demo", + "path": "not_null_orders_bank_transfer_amount.sql", + "original_file_path": "models/core/schema.yml", + "unique_id": "test.demo.not_null_orders_bank_transfer_amount.7743500c49", + "fqn": ["demo", "core", "not_null_orders_bank_transfer_amount"], + "alias": "not_null_orders_bank_transfer_amount", + "checksum": { "name": "none", "checksum": "" }, + "config": { + "enabled": true, + "alias": null, + "schema": "dbt_test__audit", + "database": null, + "tags": [], + "meta": {}, + "group": null, + "materialized": "test", + "severity": "ERROR", + "store_failures": null, + "store_failures_as": null, + "where": null, + "limit": null, + "fail_calc": "count(*)", + "warn_if": "!= 0", + "error_if": "!= 0" + }, + "tags": [], + "description": "", + "columns": {}, + "meta": {}, + "group": null, + "docs": { "show": true, "node_color": null }, + "patch_path": null, + "build_path": null, + "deferred": false, + "unrendered_config": {}, + "created_at": 1699027427.876838, + "relation_name": null, + "raw_code": "{{ test_not_null(**_dbt_generic_test_kwargs) }}", + "language": "sql", + "refs": [{ "name": "orders", "package": null, "version": null }], + "sources": [], + "metrics": [], + "depends_on": { + "macros": ["macro.dbt.test_not_null"], + "nodes": ["model.demo.orders"] + }, + "compiled_path": null, + "contract": { + "enforced": false, + "alias_types": true, + "checksum": null + }, + "column_name": "bank_transfer_amount", + "file_key_name": "models.orders", + "attached_node": "model.demo.orders" + }, + "test.demo.not_null_orders_gift_card_amount.413a0d2d7a": { + "test_metadata": { + "name": "not_null", + "kwargs": { + "column_name": "gift_card_amount", + "model": "{{ get_where_subquery(ref('orders')) }}" + }, + "namespace": null + }, + "database": "DEV", + "schema": "development_sung_dbt_test__audit", + "name": "not_null_orders_gift_card_amount", + "resource_type": "test", + "package_name": "demo", + "path": "not_null_orders_gift_card_amount.sql", + "original_file_path": "models/core/schema.yml", + "unique_id": "test.demo.not_null_orders_gift_card_amount.413a0d2d7a", + "fqn": ["demo", "core", "not_null_orders_gift_card_amount"], + "alias": "not_null_orders_gift_card_amount", + "checksum": { "name": "none", "checksum": "" }, + "config": { + "enabled": true, + "alias": null, + "schema": "dbt_test__audit", + "database": null, + "tags": [], + "meta": {}, + "group": null, + "materialized": "test", + "severity": "ERROR", + "store_failures": null, + "store_failures_as": null, + "where": null, + "limit": null, + "fail_calc": "count(*)", + "warn_if": "!= 0", + "error_if": "!= 0" + }, + "tags": [], + "description": "", + "columns": {}, + "meta": {}, + "group": null, + "docs": { "show": true, "node_color": null }, + "patch_path": null, + "build_path": null, + "deferred": false, + "unrendered_config": {}, + "created_at": 1699027427.877897, + "relation_name": null, + "raw_code": "{{ test_not_null(**_dbt_generic_test_kwargs) }}", + "language": "sql", + "refs": [{ "name": "orders", "package": null, "version": null }], + "sources": [], + "metrics": [], + "depends_on": { + "macros": ["macro.dbt.test_not_null"], + "nodes": ["model.demo.orders"] + }, + "compiled_path": null, + "contract": { + "enforced": false, + "alias_types": true, + "checksum": null + }, + "column_name": "gift_card_amount", + "file_key_name": "models.orders", + "attached_node": "model.demo.orders" + } + }, + "sources": {}, + "macros": { + "macro.dbt_snowflake.snowflake__get_catalog": { + "name": "snowflake__get_catalog", + "resource_type": "macro", + "package_name": "dbt_snowflake", + "path": "macros/catalog.sql", + "original_file_path": "macros/catalog.sql", + "unique_id": "macro.dbt_snowflake.snowflake__get_catalog", + "macro_sql": "{% macro snowflake__get_catalog(information_schema, schemas) -%}\n\n {% set query %}\n with tables as (\n {{ snowflake__get_catalog_tables_sql(information_schema) }}\n {{ snowflake__get_catalog_schemas_where_clause_sql(schemas) }}\n ),\n columns as (\n {{ snowflake__get_catalog_columns_sql(information_schema) }}\n {{ snowflake__get_catalog_schemas_where_clause_sql(schemas) }}\n )\n {{ snowflake__get_catalog_results_sql() }}\n {%- endset -%}\n\n {{ return(run_query(query)) }}\n\n{%- endmacro %}", + "depends_on": { + "macros": [ + "macro.dbt_snowflake.snowflake__get_catalog_tables_sql", + "macro.dbt_snowflake.snowflake__get_catalog_schemas_where_clause_sql", + "macro.dbt_snowflake.snowflake__get_catalog_columns_sql", + "macro.dbt_snowflake.snowflake__get_catalog_results_sql", + "macro.elementary.run_query" + ] + }, + "description": "", + "meta": {}, + "docs": { "show": true, "node_color": null }, + "patch_path": null, + "arguments": [], + "created_at": 1699027425.7647512, + "supported_languages": null + }, + "macro.dbt_snowflake.snowflake__get_catalog_relations": { + "name": "snowflake__get_catalog_relations", + "resource_type": "macro", + "package_name": "dbt_snowflake", + "path": "macros/catalog.sql", + "original_file_path": "macros/catalog.sql", + "unique_id": "macro.dbt_snowflake.snowflake__get_catalog_relations", + "macro_sql": "{% macro snowflake__get_catalog_relations(information_schema, relations) -%}\n\n {% set query %}\n with tables as (\n {{ snowflake__get_catalog_tables_sql(information_schema) }}\n {{ snowflake__get_catalog_relations_where_clause_sql(relations) }}\n ),\n columns as (\n {{ snowflake__get_catalog_columns_sql(information_schema) }}\n {{ snowflake__get_catalog_relations_where_clause_sql(relations) }}\n )\n {{ snowflake__get_catalog_results_sql() }}\n {%- endset -%}\n\n {{ return(run_query(query)) }}\n\n{%- endmacro %}", + "depends_on": { + "macros": [ + "macro.dbt_snowflake.snowflake__get_catalog_tables_sql", + "macro.dbt_snowflake.snowflake__get_catalog_relations_where_clause_sql", + "macro.dbt_snowflake.snowflake__get_catalog_columns_sql", + "macro.dbt_snowflake.snowflake__get_catalog_results_sql", + "macro.elementary.run_query" + ] + }, + "description": "", + "meta": {}, + "docs": { "show": true, "node_color": null }, + "patch_path": null, + "arguments": [], + "created_at": 1699027425.76514, + "supported_languages": null + }, + "macro.dbt_snowflake.snowflake__get_catalog_tables_sql": { + "name": "snowflake__get_catalog_tables_sql", + "resource_type": "macro", + "package_name": "dbt_snowflake", + "path": "macros/catalog.sql", + "original_file_path": "macros/catalog.sql", + "unique_id": "macro.dbt_snowflake.snowflake__get_catalog_tables_sql", + "macro_sql": "{% macro snowflake__get_catalog_tables_sql(information_schema) -%}\n select\n table_catalog as \"table_database\",\n table_schema as \"table_schema\",\n table_name as \"table_name\",\n coalesce(table_type, 'DYNAMIC TABLE') as \"table_type\",\n comment as \"table_comment\",\n\n -- note: this is the _role_ that owns the table\n table_owner as \"table_owner\",\n\n 'Clustering Key' as \"stats:clustering_key:label\",\n clustering_key as \"stats:clustering_key:value\",\n 'The key used to cluster this table' as \"stats:clustering_key:description\",\n (clustering_key is not null) as \"stats:clustering_key:include\",\n\n 'Row Count' as \"stats:row_count:label\",\n row_count as \"stats:row_count:value\",\n 'An approximate count of rows in this table' as \"stats:row_count:description\",\n (row_count is not null) as \"stats:row_count:include\",\n\n 'Approximate Size' as \"stats:bytes:label\",\n bytes as \"stats:bytes:value\",\n 'Approximate size of the table as reported by Snowflake' as \"stats:bytes:description\",\n (bytes is not null) as \"stats:bytes:include\",\n\n 'Last Modified' as \"stats:last_modified:label\",\n to_varchar(convert_timezone('UTC', last_altered), 'yyyy-mm-dd HH24:MI'||'UTC') as \"stats:last_modified:value\",\n 'The timestamp for last update/change' as \"stats:last_modified:description\",\n (last_altered is not null and table_type='BASE TABLE') as \"stats:last_modified:include\"\n from {{ information_schema }}.tables\n{%- endmacro %}", + "depends_on": { "macros": [] }, + "description": "", + "meta": {}, + "docs": { "show": true, "node_color": null }, + "patch_path": null, + "arguments": [], + "created_at": 1699027425.765332, + "supported_languages": null + }, + "macro.dbt_snowflake.snowflake__get_catalog_columns_sql": { + "name": "snowflake__get_catalog_columns_sql", + "resource_type": "macro", + "package_name": "dbt_snowflake", + "path": "macros/catalog.sql", + "original_file_path": "macros/catalog.sql", + "unique_id": "macro.dbt_snowflake.snowflake__get_catalog_columns_sql", + "macro_sql": "{% macro snowflake__get_catalog_columns_sql(information_schema) -%}\n select\n table_catalog as \"table_database\",\n table_schema as \"table_schema\",\n table_name as \"table_name\",\n\n column_name as \"column_name\",\n ordinal_position as \"column_index\",\n data_type as \"column_type\",\n comment as \"column_comment\"\n from {{ information_schema }}.columns\n{%- endmacro %}", + "depends_on": { "macros": [] }, + "description": "", + "meta": {}, + "docs": { "show": true, "node_color": null }, + "patch_path": null, + "arguments": [], + "created_at": 1699027425.76545, + "supported_languages": null + }, + "macro.dbt_snowflake.snowflake__get_catalog_results_sql": { + "name": "snowflake__get_catalog_results_sql", + "resource_type": "macro", + "package_name": "dbt_snowflake", + "path": "macros/catalog.sql", + "original_file_path": "macros/catalog.sql", + "unique_id": "macro.dbt_snowflake.snowflake__get_catalog_results_sql", + "macro_sql": "{% macro snowflake__get_catalog_results_sql() -%}\n select *\n from tables\n join columns using (\"table_database\", \"table_schema\", \"table_name\")\n order by \"column_index\"\n{%- endmacro %}", + "depends_on": { "macros": [] }, + "description": "", + "meta": {}, + "docs": { "show": true, "node_color": null }, + "patch_path": null, + "arguments": [], + "created_at": 1699027425.765536, + "supported_languages": null + }, + "macro.dbt_snowflake.snowflake__get_catalog_schemas_where_clause_sql": { + "name": "snowflake__get_catalog_schemas_where_clause_sql", + "resource_type": "macro", + "package_name": "dbt_snowflake", + "path": "macros/catalog.sql", + "original_file_path": "macros/catalog.sql", + "unique_id": "macro.dbt_snowflake.snowflake__get_catalog_schemas_where_clause_sql", + "macro_sql": "{% macro snowflake__get_catalog_schemas_where_clause_sql(schemas) -%}\n where ({%- for schema in schemas -%}\n upper(\"table_schema\") = upper('{{ schema }}'){%- if not loop.last %} or {% endif -%}\n {%- endfor -%})\n{%- endmacro %}", + "depends_on": { "macros": [] }, + "description": "", + "meta": {}, + "docs": { "show": true, "node_color": null }, + "patch_path": null, + "arguments": [], + "created_at": 1699027425.765814, + "supported_languages": null + }, + "macro.dbt_snowflake.snowflake__get_catalog_relations_where_clause_sql": { + "name": "snowflake__get_catalog_relations_where_clause_sql", + "resource_type": "macro", + "package_name": "dbt_snowflake", + "path": "macros/catalog.sql", + "original_file_path": "macros/catalog.sql", + "unique_id": "macro.dbt_snowflake.snowflake__get_catalog_relations_where_clause_sql", + "macro_sql": "{% macro snowflake__get_catalog_relations_where_clause_sql(relations) -%}\n where (\n {%- for relation in relations -%}\n {% if relation.schema and relation.identifier %}\n (\n upper(\"table_schema\") = upper('{{ relation.schema }}')\n and upper(\"table_name\") = upper('{{ relation.identifier }}')\n )\n {% elif relation.schema %}\n (\n upper(\"table_schema\") = upper('{{ relation.schema }}')\n )\n {% else %}\n {% do exceptions.raise_compiler_error(\n '`get_catalog_relations` requires a list of relations, each with a schema'\n ) %}\n {% endif %}\n\n {%- if not loop.last %} or {% endif -%}\n {%- endfor -%}\n )\n{%- endmacro %}", + "depends_on": { "macros": [] }, + "description": "", + "meta": {}, + "docs": { "show": true, "node_color": null }, + "patch_path": null, + "arguments": [], + "created_at": 1699027425.766349, + "supported_languages": null + }, + "macro.dbt_snowflake.get_column_comment_sql": { + "name": "get_column_comment_sql", + "resource_type": "macro", + "package_name": "dbt_snowflake", + "path": "macros/adapters.sql", + "original_file_path": "macros/adapters.sql", + "unique_id": "macro.dbt_snowflake.get_column_comment_sql", + "macro_sql": "{% macro get_column_comment_sql(column_name, column_dict) -%}\n {% if (column_name|upper in column_dict) -%}\n {% set matched_column = column_name|upper -%}\n {% elif (column_name|lower in column_dict) -%}\n {% set matched_column = column_name|lower -%}\n {% elif (column_name in column_dict) -%}\n {% set matched_column = column_name -%}\n {% else -%}\n {% set matched_column = None -%}\n {% endif -%}\n {% if matched_column -%}\n {{ adapter.quote(column_name) }} COMMENT $${{ column_dict[matched_column]['description'] | replace('$', '[$]') }}$$\n {%- else -%}\n {{ adapter.quote(column_name) }} COMMENT $$$$\n {%- endif -%}\n{% endmacro %}", + "depends_on": { "macros": [] }, + "description": "", + "meta": {}, + "docs": { "show": true, "node_color": null }, + "patch_path": null, + "arguments": [], + "created_at": 1699027425.776619, + "supported_languages": null + }, + "macro.dbt_snowflake.get_persist_docs_column_list": { + "name": "get_persist_docs_column_list", + "resource_type": "macro", + "package_name": "dbt_snowflake", + "path": "macros/adapters.sql", + "original_file_path": "macros/adapters.sql", + "unique_id": "macro.dbt_snowflake.get_persist_docs_column_list", + "macro_sql": "{% macro get_persist_docs_column_list(model_columns, query_columns) %}\n(\n {% for column_name in query_columns %}\n {{ get_column_comment_sql(column_name, model_columns) }}\n {{- \", \" if not loop.last else \"\" }}\n {% endfor %}\n)\n{% endmacro %}", + "depends_on": { + "macros": ["macro.dbt_snowflake.get_column_comment_sql"] + }, + "description": "", + "meta": {}, + "docs": { "show": true, "node_color": null }, + "patch_path": null, + "arguments": [], + "created_at": 1699027425.776936, + "supported_languages": null + }, + "macro.dbt_snowflake.snowflake__get_columns_in_relation": { + "name": "snowflake__get_columns_in_relation", + "resource_type": "macro", + "package_name": "dbt_snowflake", + "path": "macros/adapters.sql", + "original_file_path": "macros/adapters.sql", + "unique_id": "macro.dbt_snowflake.snowflake__get_columns_in_relation", + "macro_sql": "{% macro snowflake__get_columns_in_relation(relation) -%}\n {%- set sql -%}\n describe table {{ relation }}\n {%- endset -%}\n {%- set result = run_query(sql) -%}\n\n {% set maximum = 10000 %}\n {% if (result | length) >= maximum %}\n {% set msg %}\n Too many columns in relation {{ relation }}! dbt can only get\n information about relations with fewer than {{ maximum }} columns.\n {% endset %}\n {% do exceptions.raise_compiler_error(msg) %}\n {% endif %}\n\n {% set columns = [] %}\n {% for row in result %}\n {% do columns.append(api.Column.from_description(row['name'], row['type'])) %}\n {% endfor %}\n {% do return(columns) %}\n{% endmacro %}", + "depends_on": { "macros": ["macro.elementary.run_query"] }, + "description": "", + "meta": {}, + "docs": { "show": true, "node_color": null }, + "patch_path": null, + "arguments": [], + "created_at": 1699027425.777688, + "supported_languages": null + }, + "macro.dbt_snowflake.snowflake__list_schemas": { + "name": "snowflake__list_schemas", + "resource_type": "macro", + "package_name": "dbt_snowflake", + "path": "macros/adapters.sql", + "original_file_path": "macros/adapters.sql", + "unique_id": "macro.dbt_snowflake.snowflake__list_schemas", + "macro_sql": "{% macro snowflake__list_schemas(database) -%}\n {# 10k limit from here: https://docs.snowflake.net/manuals/sql-reference/sql/show-schemas.html#usage-notes #}\n {% set maximum = 10000 %}\n {% set sql -%}\n show terse schemas in database {{ database }}\n limit {{ maximum }}\n {%- endset %}\n {% set result = run_query(sql) %}\n {% if (result | length) >= maximum %}\n {% set msg %}\n Too many schemas in database {{ database }}! dbt can only get\n information about databases with fewer than {{ maximum }} schemas.\n {% endset %}\n {% do exceptions.raise_compiler_error(msg) %}\n {% endif %}\n {{ return(result) }}\n{% endmacro %}", + "depends_on": { "macros": ["macro.elementary.run_query"] }, + "description": "", + "meta": {}, + "docs": { "show": true, "node_color": null }, + "patch_path": null, + "arguments": [], + "created_at": 1699027425.77827, + "supported_languages": null + }, + "macro.dbt_snowflake.snowflake__get_paginated_relations_array": { + "name": "snowflake__get_paginated_relations_array", + "resource_type": "macro", + "package_name": "dbt_snowflake", + "path": "macros/adapters.sql", + "original_file_path": "macros/adapters.sql", + "unique_id": "macro.dbt_snowflake.snowflake__get_paginated_relations_array", + "macro_sql": "{% macro snowflake__get_paginated_relations_array(max_iter, max_results_per_iter, max_total_results, schema_relation, watermark) %}\n\n {% set paginated_relations = [] %}\n\n {% for _ in range(0, max_iter) %}\n\n {%- set paginated_sql -%}\n show terse objects in {{ schema_relation }} limit {{ max_results_per_iter }} from '{{ watermark.table_name }}'\n {%- endset -%}\n\n {%- set paginated_result = run_query(paginated_sql) %}\n {%- set paginated_n = (paginated_result | length) -%}\n\n {#\n terminating condition: if there are 0 records in the result we reached\n the end exactly on the previous iteration\n #}\n {%- if paginated_n == 0 -%}\n {%- break -%}\n {%- endif -%}\n\n {#\n terminating condition: At some point the user needs to be reasonable with how\n many objects are contained in their schemas. Since there was already\n one iteration before attempting pagination, loop.index == max_iter means\n the limit has been surpassed.\n #}\n\n {%- if loop.index == max_iter -%}\n {%- set msg -%}\n dbt will list a maximum of {{ max_total_results }} objects in schema {{ schema_relation }}.\n Your schema exceeds this limit. Please contact support@getdbt.com for troubleshooting tips,\n or review and reduce the number of objects contained.\n {%- endset -%}\n\n {% do exceptions.raise_compiler_error(msg) %}\n {%- endif -%}\n\n {%- do paginated_relations.append(paginated_result) -%}\n {% set watermark.table_name = paginated_result.columns[1].values()[-1] %}\n\n {#\n terminating condition: paginated_n < max_results_per_iter means we reached the end\n #}\n {%- if paginated_n < max_results_per_iter -%}\n {%- break -%}\n {%- endif -%}\n {%- endfor -%}\n\n {{ return(paginated_relations) }}\n\n{% endmacro %}", + "depends_on": { "macros": ["macro.elementary.run_query"] }, + "description": "", + "meta": {}, + "docs": { "show": true, "node_color": null }, + "patch_path": null, + "arguments": [], + "created_at": 1699027425.779407, + "supported_languages": null + }, + "macro.dbt_snowflake.snowflake__list_relations_without_caching": { + "name": "snowflake__list_relations_without_caching", + "resource_type": "macro", + "package_name": "dbt_snowflake", + "path": "macros/adapters.sql", + "original_file_path": "macros/adapters.sql", + "unique_id": "macro.dbt_snowflake.snowflake__list_relations_without_caching", + "macro_sql": "{% macro snowflake__list_relations_without_caching(schema_relation, max_iter=10, max_results_per_iter=10000) %}\n\n {%- set max_total_results = max_results_per_iter * max_iter -%}\n\n {%- set sql -%}\n show terse objects in {{ schema_relation }} limit {{ max_results_per_iter }}\n {%- endset -%}\n\n {%- set result = run_query(sql) -%}\n\n {%- set n = (result | length) -%}\n {%- set watermark = namespace(table_name=result.columns[1].values()[-1]) -%}\n {%- set paginated = namespace(result=[]) -%}\n\n {% if n >= max_results_per_iter %}\n\n {% set paginated.result = snowflake__get_paginated_relations_array(\n max_iter,\n max_results_per_iter,\n max_total_results,\n schema_relation,\n watermark\n )\n %}\n\n {% endif %}\n\n {%- set all_results_array = [result] + paginated.result -%}\n {%- set result = result.merge(all_results_array) -%}\n {%- do return(result) -%}\n\n{% endmacro %}", + "depends_on": { + "macros": [ + "macro.elementary.run_query", + "macro.dbt_snowflake.snowflake__get_paginated_relations_array" + ] + }, + "description": "", + "meta": {}, + "docs": { "show": true, "node_color": null }, + "patch_path": null, + "arguments": [], + "created_at": 1699027425.7803369, + "supported_languages": null + }, + "macro.dbt_snowflake.snowflake__check_schema_exists": { + "name": "snowflake__check_schema_exists", + "resource_type": "macro", + "package_name": "dbt_snowflake", + "path": "macros/adapters.sql", + "original_file_path": "macros/adapters.sql", + "unique_id": "macro.dbt_snowflake.snowflake__check_schema_exists", + "macro_sql": "{% macro snowflake__check_schema_exists(information_schema, schema) -%}\n {% call statement('check_schema_exists', fetch_result=True) -%}\n select count(*)\n from {{ information_schema }}.schemata\n where upper(schema_name) = upper('{{ schema }}')\n and upper(catalog_name) = upper('{{ information_schema.database }}')\n {%- endcall %}\n {{ return(load_result('check_schema_exists').table) }}\n{%- endmacro %}", + "depends_on": { "macros": ["macro.dbt.statement"] }, + "description": "", + "meta": {}, + "docs": { "show": true, "node_color": null }, + "patch_path": null, + "arguments": [], + "created_at": 1699027425.780649, + "supported_languages": null + }, + "macro.dbt_snowflake.snowflake__alter_column_type": { + "name": "snowflake__alter_column_type", + "resource_type": "macro", + "package_name": "dbt_snowflake", + "path": "macros/adapters.sql", + "original_file_path": "macros/adapters.sql", + "unique_id": "macro.dbt_snowflake.snowflake__alter_column_type", + "macro_sql": "{% macro snowflake__alter_column_type(relation, column_name, new_column_type) -%}\n {% call statement('alter_column_type') %}\n alter table {{ relation }} alter {{ adapter.quote(column_name) }} set data type {{ new_column_type }};\n {% endcall %}\n{% endmacro %}", + "depends_on": { "macros": ["macro.dbt.statement"] }, + "description": "", + "meta": {}, + "docs": { "show": true, "node_color": null }, + "patch_path": null, + "arguments": [], + "created_at": 1699027425.7809122, + "supported_languages": null + }, + "macro.dbt_snowflake.snowflake__alter_relation_comment": { + "name": "snowflake__alter_relation_comment", + "resource_type": "macro", + "package_name": "dbt_snowflake", + "path": "macros/adapters.sql", + "original_file_path": "macros/adapters.sql", + "unique_id": "macro.dbt_snowflake.snowflake__alter_relation_comment", + "macro_sql": "{% macro snowflake__alter_relation_comment(relation, relation_comment) -%}\n {%- if relation.is_dynamic_table -%}\n {%- set relation_type = 'dynamic table' -%}\n {%- else -%}\n {%- set relation_type = relation.type -%}\n {%- endif -%}\n comment on {{ relation_type }} {{ relation }} IS $${{ relation_comment | replace('$', '[$]') }}$$;\n{% endmacro %}", + "depends_on": { "macros": [] }, + "description": "", + "meta": {}, + "docs": { "show": true, "node_color": null }, + "patch_path": null, + "arguments": [], + "created_at": 1699027425.781246, + "supported_languages": null + }, + "macro.dbt_snowflake.snowflake__alter_column_comment": { + "name": "snowflake__alter_column_comment", + "resource_type": "macro", + "package_name": "dbt_snowflake", + "path": "macros/adapters.sql", + "original_file_path": "macros/adapters.sql", + "unique_id": "macro.dbt_snowflake.snowflake__alter_column_comment", + "macro_sql": "{% macro snowflake__alter_column_comment(relation, column_dict) -%}\n {% set existing_columns = adapter.get_columns_in_relation(relation) | map(attribute=\"name\") | list %}\n {% if relation.is_dynamic_table -%}\n {% set relation_type = \"table\" %}\n {% else -%}\n {% set relation_type = relation.type %}\n {% endif %}\n alter {{ relation_type }} {{ relation }} alter\n {% for column_name in existing_columns if (column_name in existing_columns) or (column_name|lower in existing_columns) %}\n {{ get_column_comment_sql(column_name, column_dict) }} {{- ',' if not loop.last else ';' }}\n {% endfor %}\n{% endmacro %}", + "depends_on": { + "macros": ["macro.dbt_snowflake.get_column_comment_sql"] + }, + "description": "", + "meta": {}, + "docs": { "show": true, "node_color": null }, + "patch_path": null, + "arguments": [], + "created_at": 1699027425.781904, + "supported_languages": null + }, + "macro.dbt_snowflake.get_current_query_tag": { + "name": "get_current_query_tag", + "resource_type": "macro", + "package_name": "dbt_snowflake", + "path": "macros/adapters.sql", + "original_file_path": "macros/adapters.sql", + "unique_id": "macro.dbt_snowflake.get_current_query_tag", + "macro_sql": "{% macro get_current_query_tag() -%}\n {{ return(run_query(\"show parameters like 'query_tag' in session\").rows[0]['value']) }}\n{% endmacro %}", + "depends_on": { "macros": ["macro.elementary.run_query"] }, + "description": "", + "meta": {}, + "docs": { "show": true, "node_color": null }, + "patch_path": null, + "arguments": [], + "created_at": 1699027425.782082, + "supported_languages": null + }, + "macro.dbt_snowflake.set_query_tag": { + "name": "set_query_tag", + "resource_type": "macro", + "package_name": "dbt_snowflake", + "path": "macros/adapters.sql", + "original_file_path": "macros/adapters.sql", + "unique_id": "macro.dbt_snowflake.set_query_tag", + "macro_sql": "{% macro set_query_tag() -%}\n {{ return(adapter.dispatch('set_query_tag', 'dbt')()) }}\n{% endmacro %}", + "depends_on": { + "macros": ["macro.dbt_snowflake.snowflake__set_query_tag"] + }, + "description": "", + "meta": {}, + "docs": { "show": true, "node_color": null }, + "patch_path": null, + "arguments": [], + "created_at": 1699027425.7822359, + "supported_languages": null + }, + "macro.dbt_snowflake.snowflake__set_query_tag": { + "name": "snowflake__set_query_tag", + "resource_type": "macro", + "package_name": "dbt_snowflake", + "path": "macros/adapters.sql", + "original_file_path": "macros/adapters.sql", + "unique_id": "macro.dbt_snowflake.snowflake__set_query_tag", + "macro_sql": "{% macro snowflake__set_query_tag() -%}\n {% set new_query_tag = config.get('query_tag') %}\n {% if new_query_tag %}\n {% set original_query_tag = get_current_query_tag() %}\n {{ log(\"Setting query_tag to '\" ~ new_query_tag ~ \"'. Will reset to '\" ~ original_query_tag ~ \"' after materialization.\") }}\n {% do run_query(\"alter session set query_tag = '{}'\".format(new_query_tag)) %}\n {{ return(original_query_tag)}}\n {% endif %}\n {{ return(none)}}\n{% endmacro %}", + "depends_on": { + "macros": [ + "macro.dbt_snowflake.get_current_query_tag", + "macro.elementary.run_query" + ] + }, + "description": "", + "meta": {}, + "docs": { "show": true, "node_color": null }, + "patch_path": null, + "arguments": [], + "created_at": 1699027425.7827892, + "supported_languages": null + }, + "macro.dbt_snowflake.unset_query_tag": { + "name": "unset_query_tag", + "resource_type": "macro", + "package_name": "dbt_snowflake", + "path": "macros/adapters.sql", + "original_file_path": "macros/adapters.sql", + "unique_id": "macro.dbt_snowflake.unset_query_tag", + "macro_sql": "{% macro unset_query_tag(original_query_tag) -%}\n {{ return(adapter.dispatch('unset_query_tag', 'dbt')(original_query_tag)) }}\n{% endmacro %}", + "depends_on": { + "macros": ["macro.dbt_snowflake.snowflake__unset_query_tag"] + }, + "description": "", + "meta": {}, + "docs": { "show": true, "node_color": null }, + "patch_path": null, + "arguments": [], + "created_at": 1699027425.782974, + "supported_languages": null + }, + "macro.dbt_snowflake.snowflake__unset_query_tag": { + "name": "snowflake__unset_query_tag", + "resource_type": "macro", + "package_name": "dbt_snowflake", + "path": "macros/adapters.sql", + "original_file_path": "macros/adapters.sql", + "unique_id": "macro.dbt_snowflake.snowflake__unset_query_tag", + "macro_sql": "{% macro snowflake__unset_query_tag(original_query_tag) -%}\n {% set new_query_tag = config.get('query_tag') %}\n {% if new_query_tag %}\n {% if original_query_tag %}\n {{ log(\"Resetting query_tag to '\" ~ original_query_tag ~ \"'.\") }}\n {% do run_query(\"alter session set query_tag = '{}'\".format(original_query_tag)) %}\n {% else %}\n {{ log(\"No original query_tag, unsetting parameter.\") }}\n {% do run_query(\"alter session unset query_tag\") %}\n {% endif %}\n {% endif %}\n{% endmacro %}", + "depends_on": { "macros": ["macro.elementary.run_query"] }, + "description": "", + "meta": {}, + "docs": { "show": true, "node_color": null }, + "patch_path": null, + "arguments": [], + "created_at": 1699027425.783455, + "supported_languages": null + }, + "macro.dbt_snowflake.snowflake__alter_relation_add_remove_columns": { + "name": "snowflake__alter_relation_add_remove_columns", + "resource_type": "macro", + "package_name": "dbt_snowflake", + "path": "macros/adapters.sql", + "original_file_path": "macros/adapters.sql", + "unique_id": "macro.dbt_snowflake.snowflake__alter_relation_add_remove_columns", + "macro_sql": "{% macro snowflake__alter_relation_add_remove_columns(relation, add_columns, remove_columns) %}\n\n {% if relation.is_dynamic_table -%}\n {% set relation_type = \"dynamic table\" %}\n {% else -%}\n {% set relation_type = relation.type %}\n {% endif %}\n\n {% if add_columns %}\n\n {% set sql -%}\n alter {{ relation_type }} {{ relation }} add column\n {% for column in add_columns %}\n {{ column.name }} {{ column.data_type }}{{ ',' if not loop.last }}\n {% endfor %}\n {%- endset -%}\n\n {% do run_query(sql) %}\n\n {% endif %}\n\n {% if remove_columns %}\n\n {% set sql -%}\n alter {{ relation_type }} {{ relation }} drop column\n {% for column in remove_columns %}\n {{ column.name }}{{ ',' if not loop.last }}\n {% endfor %}\n {%- endset -%}\n\n {% do run_query(sql) %}\n\n {% endif %}\n\n{% endmacro %}", + "depends_on": { "macros": ["macro.elementary.run_query"] }, + "description": "", + "meta": {}, + "docs": { "show": true, "node_color": null }, + "patch_path": null, + "arguments": [], + "created_at": 1699027425.784294, + "supported_languages": null + }, + "macro.dbt_snowflake.snowflake_dml_explicit_transaction": { + "name": "snowflake_dml_explicit_transaction", + "resource_type": "macro", + "package_name": "dbt_snowflake", + "path": "macros/adapters.sql", + "original_file_path": "macros/adapters.sql", + "unique_id": "macro.dbt_snowflake.snowflake_dml_explicit_transaction", + "macro_sql": "{% macro snowflake_dml_explicit_transaction(dml) %}\n {#\n Use this macro to wrap all INSERT, MERGE, UPDATE, DELETE, and TRUNCATE\n statements before passing them into run_query(), or calling in the 'main' statement\n of a materialization\n #}\n {% set dml_transaction -%}\n begin;\n {{ dml }};\n commit;\n {%- endset %}\n\n {% do return(dml_transaction) %}\n\n{% endmacro %}", + "depends_on": { "macros": [] }, + "description": "", + "meta": {}, + "docs": { "show": true, "node_color": null }, + "patch_path": null, + "arguments": [], + "created_at": 1699027425.784499, + "supported_languages": null + }, + "macro.dbt_snowflake.snowflake__truncate_relation": { + "name": "snowflake__truncate_relation", + "resource_type": "macro", + "package_name": "dbt_snowflake", + "path": "macros/adapters.sql", + "original_file_path": "macros/adapters.sql", + "unique_id": "macro.dbt_snowflake.snowflake__truncate_relation", + "macro_sql": "{% macro snowflake__truncate_relation(relation) -%}\n {% set truncate_dml %}\n truncate table {{ relation }}\n {% endset %}\n {% call statement('truncate_relation') -%}\n {{ snowflake_dml_explicit_transaction(truncate_dml) }}\n {%- endcall %}\n{% endmacro %}", + "depends_on": { + "macros": [ + "macro.dbt.statement", + "macro.dbt_snowflake.snowflake_dml_explicit_transaction" + ] + }, + "description": "", + "meta": {}, + "docs": { "show": true, "node_color": null }, + "patch_path": null, + "arguments": [], + "created_at": 1699027425.7847302, + "supported_languages": null + }, + "macro.dbt_snowflake.snowflake__copy_grants": { + "name": "snowflake__copy_grants", + "resource_type": "macro", + "package_name": "dbt_snowflake", + "path": "macros/apply_grants.sql", + "original_file_path": "macros/apply_grants.sql", + "unique_id": "macro.dbt_snowflake.snowflake__copy_grants", + "macro_sql": "{% macro snowflake__copy_grants() %}\n {% set copy_grants = config.get('copy_grants', False) %}\n {{ return(copy_grants) }}\n{% endmacro %}", + "depends_on": { "macros": [] }, + "description": "", + "meta": {}, + "docs": { "show": true, "node_color": null }, + "patch_path": null, + "arguments": [], + "created_at": 1699027425.785001, + "supported_languages": null + }, + "macro.dbt_snowflake.snowflake__support_multiple_grantees_per_dcl_statement": { + "name": "snowflake__support_multiple_grantees_per_dcl_statement", + "resource_type": "macro", + "package_name": "dbt_snowflake", + "path": "macros/apply_grants.sql", + "original_file_path": "macros/apply_grants.sql", + "unique_id": "macro.dbt_snowflake.snowflake__support_multiple_grantees_per_dcl_statement", + "macro_sql": "\n\n{%- macro snowflake__support_multiple_grantees_per_dcl_statement() -%}\n {{ return(False) }}\n{%- endmacro -%}", + "depends_on": { "macros": [] }, + "description": "", + "meta": {}, + "docs": { "show": true, "node_color": null }, + "patch_path": null, + "arguments": [], + "created_at": 1699027425.785109, + "supported_languages": null + }, + "macro.dbt_snowflake.snowflake__get_relation_last_modified": { + "name": "snowflake__get_relation_last_modified", + "resource_type": "macro", + "package_name": "dbt_snowflake", + "path": "macros/metadata.sql", + "original_file_path": "macros/metadata.sql", + "unique_id": "macro.dbt_snowflake.snowflake__get_relation_last_modified", + "macro_sql": "{% macro snowflake__get_relation_last_modified(information_schema, relations) -%}\n\n {%- call statement('last_modified', fetch_result=True) -%}\n select table_schema as schema,\n table_name as identifier,\n last_altered as last_modified,\n {{ current_timestamp() }} as snapshotted_at\n from {{ information_schema }}.tables\n where (\n {%- for relation in relations -%}\n (upper(table_schema) = upper('{{ relation.schema }}') and\n upper(table_name) = upper('{{ relation.identifier }}')){%- if not loop.last %} or {% endif -%}\n {%- endfor -%}\n )\n {%- endcall -%}\n\n {{ return(load_result('last_modified')) }}\n\n{% endmacro %}", + "depends_on": { + "macros": ["macro.dbt.statement", "macro.dbt.current_timestamp"] + }, + "description": "", + "meta": {}, + "docs": { "show": true, "node_color": null }, + "patch_path": null, + "arguments": [], + "created_at": 1699027425.7857668, + "supported_languages": null + }, + "macro.dbt_snowflake.materialization_test_snowflake": { + "name": "materialization_test_snowflake", + "resource_type": "macro", + "package_name": "dbt_snowflake", + "path": "macros/materializations/test.sql", + "original_file_path": "macros/materializations/test.sql", + "unique_id": "macro.dbt_snowflake.materialization_test_snowflake", + "macro_sql": "{%- materialization test, adapter='snowflake' -%}\n\n {% set original_query_tag = set_query_tag() %}\n {% set relations = materialization_test_default() %}\n {% do unset_query_tag(original_query_tag) %}\n {{ return(relations) }}\n\n{%- endmaterialization -%}", + "depends_on": { + "macros": [ + "macro.dbt_snowflake.set_query_tag", + "macro.elementary.materialization_test_default", + "macro.dbt_snowflake.unset_query_tag" + ] + }, + "description": "", + "meta": {}, + "docs": { "show": true, "node_color": null }, + "patch_path": null, + "arguments": [], + "created_at": 1699027425.786102, + "supported_languages": ["sql"] + }, + "macro.dbt_snowflake.snowflake__get_merge_sql": { + "name": "snowflake__get_merge_sql", + "resource_type": "macro", + "package_name": "dbt_snowflake", + "path": "macros/materializations/merge.sql", + "original_file_path": "macros/materializations/merge.sql", + "unique_id": "macro.dbt_snowflake.snowflake__get_merge_sql", + "macro_sql": "{% macro snowflake__get_merge_sql(target, source_sql, unique_key, dest_columns, incremental_predicates) -%}\n\n {#\n Workaround for Snowflake not being happy with a merge on a constant-false predicate.\n When no unique_key is provided, this macro will do a regular insert. If a unique_key\n is provided, then this macro will do a proper merge instead.\n #}\n\n {%- set dest_cols_csv = get_quoted_csv(dest_columns | map(attribute='name')) -%}\n {%- set sql_header = config.get('sql_header', none) -%}\n\n {%- set dml -%}\n {%- if unique_key is none -%}\n\n {{ sql_header if sql_header is not none }}\n\n insert into {{ target }} ({{ dest_cols_csv }})\n (\n select {{ dest_cols_csv }}\n from {{ source_sql }}\n )\n\n {%- else -%}\n\n {{ default__get_merge_sql(target, source_sql, unique_key, dest_columns, incremental_predicates) }}\n\n {%- endif -%}\n {%- endset -%}\n\n {% do return(snowflake_dml_explicit_transaction(dml)) %}\n\n{% endmacro %}", + "depends_on": { + "macros": [ + "macro.dbt.get_quoted_csv", + "macro.dbt.default__get_merge_sql", + "macro.dbt_snowflake.snowflake_dml_explicit_transaction" + ] + }, + "description": "", + "meta": {}, + "docs": { "show": true, "node_color": null }, + "patch_path": null, + "arguments": [], + "created_at": 1699027425.787467, + "supported_languages": null + }, + "macro.dbt_snowflake.snowflake__get_delete_insert_merge_sql": { + "name": "snowflake__get_delete_insert_merge_sql", + "resource_type": "macro", + "package_name": "dbt_snowflake", + "path": "macros/materializations/merge.sql", + "original_file_path": "macros/materializations/merge.sql", + "unique_id": "macro.dbt_snowflake.snowflake__get_delete_insert_merge_sql", + "macro_sql": "{% macro snowflake__get_delete_insert_merge_sql(target, source, unique_key, dest_columns, incremental_predicates) %}\n {% set dml = default__get_delete_insert_merge_sql(target, source, unique_key, dest_columns, incremental_predicates) %}\n {% do return(snowflake_dml_explicit_transaction(dml)) %}\n{% endmacro %}", + "depends_on": { + "macros": [ + "macro.dbt.default__get_delete_insert_merge_sql", + "macro.dbt_snowflake.snowflake_dml_explicit_transaction" + ] + }, + "description": "", + "meta": {}, + "docs": { "show": true, "node_color": null }, + "patch_path": null, + "arguments": [], + "created_at": 1699027425.787771, + "supported_languages": null + }, + "macro.dbt_snowflake.snowflake__snapshot_merge_sql": { + "name": "snowflake__snapshot_merge_sql", + "resource_type": "macro", + "package_name": "dbt_snowflake", + "path": "macros/materializations/merge.sql", + "original_file_path": "macros/materializations/merge.sql", + "unique_id": "macro.dbt_snowflake.snowflake__snapshot_merge_sql", + "macro_sql": "{% macro snowflake__snapshot_merge_sql(target, source, insert_cols) %}\n {% set dml = default__snapshot_merge_sql(target, source, insert_cols) %}\n {% do return(snowflake_dml_explicit_transaction(dml)) %}\n{% endmacro %}", + "depends_on": { + "macros": [ + "macro.dbt.default__snapshot_merge_sql", + "macro.dbt_snowflake.snowflake_dml_explicit_transaction" + ] + }, + "description": "", + "meta": {}, + "docs": { "show": true, "node_color": null }, + "patch_path": null, + "arguments": [], + "created_at": 1699027425.7880142, + "supported_languages": null + }, + "macro.dbt_snowflake.snowflake__get_incremental_append_sql": { + "name": "snowflake__get_incremental_append_sql", + "resource_type": "macro", + "package_name": "dbt_snowflake", + "path": "macros/materializations/merge.sql", + "original_file_path": "macros/materializations/merge.sql", + "unique_id": "macro.dbt_snowflake.snowflake__get_incremental_append_sql", + "macro_sql": "{% macro snowflake__get_incremental_append_sql(get_incremental_append_sql) %}\n {% set dml = default__get_incremental_append_sql(get_incremental_append_sql) %}\n {% do return(snowflake_dml_explicit_transaction(dml)) %}\n{% endmacro %}", + "depends_on": { + "macros": [ + "macro.dbt.default__get_incremental_append_sql", + "macro.dbt_snowflake.snowflake_dml_explicit_transaction" + ] + }, + "description": "", + "meta": {}, + "docs": { "show": true, "node_color": null }, + "patch_path": null, + "arguments": [], + "created_at": 1699027425.788217, + "supported_languages": null + }, + "macro.dbt_snowflake.snowflake__load_csv_rows": { + "name": "snowflake__load_csv_rows", + "resource_type": "macro", + "package_name": "dbt_snowflake", + "path": "macros/materializations/seed.sql", + "original_file_path": "macros/materializations/seed.sql", + "unique_id": "macro.dbt_snowflake.snowflake__load_csv_rows", + "macro_sql": "{% macro snowflake__load_csv_rows(model, agate_table) %}\n {% set batch_size = get_batch_size() %}\n {% set cols_sql = get_seed_column_quoted_csv(model, agate_table.column_names) %}\n {% set bindings = [] %}\n\n {% set statements = [] %}\n\n {% for chunk in agate_table.rows | batch(batch_size) %}\n {% set bindings = [] %}\n\n {% for row in chunk %}\n {% do bindings.extend(row) %}\n {% endfor %}\n\n {% set sql %}\n insert into {{ this.render() }} ({{ cols_sql }}) values\n {% for row in chunk -%}\n ({%- for column in agate_table.column_names -%}\n %s\n {%- if not loop.last%},{%- endif %}\n {%- endfor -%})\n {%- if not loop.last%},{%- endif %}\n {%- endfor %}\n {% endset %}\n\n {% do adapter.add_query('BEGIN', auto_begin=False) %}\n {% do adapter.add_query(sql, bindings=bindings, abridge_sql_log=True) %}\n {% do adapter.add_query('COMMIT', auto_begin=False) %}\n\n {% if loop.index0 == 0 %}\n {% do statements.append(sql) %}\n {% endif %}\n {% endfor %}\n\n {# Return SQL so we can render it out into the compiled files #}\n {{ return(statements[0]) }}\n{% endmacro %}", + "depends_on": { + "macros": [ + "macro.dbt.get_batch_size", + "macro.dbt.get_seed_column_quoted_csv" + ] + }, + "description": "", + "meta": {}, + "docs": { "show": true, "node_color": null }, + "patch_path": null, + "arguments": [], + "created_at": 1699027425.790435, + "supported_languages": null + }, + "macro.dbt_snowflake.materialization_seed_snowflake": { + "name": "materialization_seed_snowflake", + "resource_type": "macro", + "package_name": "dbt_snowflake", + "path": "macros/materializations/seed.sql", + "original_file_path": "macros/materializations/seed.sql", + "unique_id": "macro.dbt_snowflake.materialization_seed_snowflake", + "macro_sql": "{% materialization seed, adapter='snowflake' %}\n {% set original_query_tag = set_query_tag() %}\n\n {% set relations = materialization_seed_default() %}\n\n {% do unset_query_tag(original_query_tag) %}\n\n {{ return(relations) }}\n{% endmaterialization %}", + "depends_on": { + "macros": [ + "macro.dbt_snowflake.set_query_tag", + "macro.dbt.materialization_seed_default", + "macro.dbt_snowflake.unset_query_tag" + ] + }, + "description": "", + "meta": {}, + "docs": { "show": true, "node_color": null }, + "patch_path": null, + "arguments": [], + "created_at": 1699027425.79072, + "supported_languages": ["sql"] + }, + "macro.dbt_snowflake.materialization_view_snowflake": { + "name": "materialization_view_snowflake", + "resource_type": "macro", + "package_name": "dbt_snowflake", + "path": "macros/materializations/view.sql", + "original_file_path": "macros/materializations/view.sql", + "unique_id": "macro.dbt_snowflake.materialization_view_snowflake", + "macro_sql": "{% materialization view, adapter='snowflake' -%}\n\n {% set original_query_tag = set_query_tag() %}\n {% set to_return = snowflake__create_or_replace_view() %}\n\n {% set target_relation = this.incorporate(type='view') %}\n\n {% do persist_docs(target_relation, model, for_columns=false) %}\n\n {% do unset_query_tag(original_query_tag) %}\n\n {% do return(to_return) %}\n\n{%- endmaterialization %}", + "depends_on": { + "macros": [ + "macro.dbt_snowflake.set_query_tag", + "macro.dbt_snowflake.snowflake__create_or_replace_view", + "macro.dbt.persist_docs", + "macro.dbt_snowflake.unset_query_tag" + ] + }, + "description": "", + "meta": {}, + "docs": { "show": true, "node_color": null }, + "patch_path": null, + "arguments": [], + "created_at": 1699027425.791233, + "supported_languages": ["sql"] + }, + "macro.dbt_snowflake.materialization_table_snowflake": { + "name": "materialization_table_snowflake", + "resource_type": "macro", + "package_name": "dbt_snowflake", + "path": "macros/materializations/table.sql", + "original_file_path": "macros/materializations/table.sql", + "unique_id": "macro.dbt_snowflake.materialization_table_snowflake", + "macro_sql": "{% materialization table, adapter='snowflake', supported_languages=['sql', 'python']%}\n\n {% set original_query_tag = set_query_tag() %}\n\n {%- set identifier = model['alias'] -%}\n {%- set language = model['language'] -%}\n\n {% set grant_config = config.get('grants') %}\n\n {%- set old_relation = adapter.get_relation(database=database, schema=schema, identifier=identifier) -%}\n {%- set target_relation = api.Relation.create(identifier=identifier,\n schema=schema,\n database=database, type='table') -%}\n\n {{ run_hooks(pre_hooks) }}\n\n {#-- Drop the relation if it was a view to \"convert\" it in a table. This may lead to\n -- downtime, but it should be a relatively infrequent occurrence #}\n {% if old_relation is not none and not old_relation.is_table %}\n {{ log(\"Dropping relation \" ~ old_relation ~ \" because it is of type \" ~ old_relation.type) }}\n {{ drop_relation_if_exists(old_relation) }}\n {% endif %}\n\n {% call statement('main', language=language) -%}\n {{ create_table_as(False, target_relation, compiled_code, language) }}\n {%- endcall %}\n\n {{ run_hooks(post_hooks) }}\n\n {% set should_revoke = should_revoke(old_relation, full_refresh_mode=True) %}\n {% do apply_grants(target_relation, grant_config, should_revoke=should_revoke) %}\n\n {% do persist_docs(target_relation, model) %}\n\n {% do unset_query_tag(original_query_tag) %}\n\n {{ return({'relations': [target_relation]}) }}\n\n{% endmaterialization %}", + "depends_on": { + "macros": [ + "macro.dbt_snowflake.set_query_tag", + "macro.dbt.run_hooks", + "macro.dbt.drop_relation_if_exists", + "macro.dbt.statement", + "macro.dbt.create_table_as", + "macro.dbt.should_revoke", + "macro.dbt.apply_grants", + "macro.dbt.persist_docs", + "macro.dbt_snowflake.unset_query_tag" + ] + }, + "description": "", + "meta": {}, + "docs": { "show": true, "node_color": null }, + "patch_path": null, + "arguments": [], + "created_at": 1699027425.793385, + "supported_languages": ["sql", "python"] + }, + "macro.dbt_snowflake.py_write_table": { + "name": "py_write_table", + "resource_type": "macro", + "package_name": "dbt_snowflake", + "path": "macros/materializations/table.sql", + "original_file_path": "macros/materializations/table.sql", + "unique_id": "macro.dbt_snowflake.py_write_table", + "macro_sql": "{% macro py_write_table(compiled_code, target_relation, temporary=False, table_type=none) %}\n{#- The following logic is only for backwards-compatiblity with deprecated `temporary` parameter -#}\n{% if table_type is not none %}\n {#- Just use the table_type as-is -#}\n{% elif temporary -%}\n {#- Case 1 when the deprecated `temporary` parameter is used without the replacement `table_type` parameter -#}\n {%- set table_type = \"temporary\" -%}\n{% else %}\n {#- Case 2 when the deprecated `temporary` parameter is used without the replacement `table_type` parameter -#}\n {#- Snowflake treats \"\" as meaning \"permanent\" -#}\n {%- set table_type = \"\" -%}\n{%- endif %}\n{{ compiled_code }}\ndef materialize(session, df, target_relation):\n # make sure pandas exists\n import importlib.util\n package_name = 'pandas'\n if importlib.util.find_spec(package_name):\n import pandas\n if isinstance(df, pandas.core.frame.DataFrame):\n session.use_database(target_relation.database)\n session.use_schema(target_relation.schema)\n # session.write_pandas does not have overwrite function\n df = session.createDataFrame(df)\n {% set target_relation_name = resolve_model_name(target_relation) %}\n df.write.mode(\"overwrite\").save_as_table('{{ target_relation_name }}', table_type='{{table_type}}')\n\ndef main(session):\n dbt = dbtObj(session.table)\n df = model(dbt, session)\n materialize(session, df, dbt.this)\n return \"OK\"\n{% endmacro %}", + "depends_on": { "macros": ["macro.dbt.resolve_model_name"] }, + "description": "", + "meta": {}, + "docs": { "show": true, "node_color": null }, + "patch_path": null, + "arguments": [], + "created_at": 1699027425.793858, + "supported_languages": null + }, + "macro.dbt_snowflake.py_script_comment": { + "name": "py_script_comment", + "resource_type": "macro", + "package_name": "dbt_snowflake", + "path": "macros/materializations/table.sql", + "original_file_path": "macros/materializations/table.sql", + "unique_id": "macro.dbt_snowflake.py_script_comment", + "macro_sql": "{% macro py_script_comment()%}\n# To run this in snowsight, you need to select entry point to be main\n# And you may have to modify the return type to text to get the result back\n# def main(session):\n# dbt = dbtObj(session.table)\n# df = model(dbt, session)\n# return df.collect()\n\n# to run this in local notebook, you need to create a session following examples https://github.com/Snowflake-Labs/sfguide-getting-started-snowpark-python\n# then you can do the following to run model\n# dbt = dbtObj(session.table)\n# df = model(dbt, session)\n{%endmacro%}", + "depends_on": { "macros": [] }, + "description": "", + "meta": {}, + "docs": { "show": true, "node_color": null }, + "patch_path": null, + "arguments": [], + "created_at": 1699027425.793956, + "supported_languages": null + }, + "macro.dbt_snowflake.dbt_snowflake_get_tmp_relation_type": { + "name": "dbt_snowflake_get_tmp_relation_type", + "resource_type": "macro", + "package_name": "dbt_snowflake", + "path": "macros/materializations/incremental.sql", + "original_file_path": "macros/materializations/incremental.sql", + "unique_id": "macro.dbt_snowflake.dbt_snowflake_get_tmp_relation_type", + "macro_sql": "{% macro dbt_snowflake_get_tmp_relation_type(strategy, unique_key, language) %}\n{%- set tmp_relation_type = config.get('tmp_relation_type') -%}\n /* {#\n High-level principles:\n If we are running multiple statements (DELETE + INSERT),\n and we want to guarantee identical inputs to both statements,\n then we must first save the model query results as a temporary table\n (which presumably comes with a performance cost).\n If we are running a single statement (MERGE or INSERT alone),\n we _may_ save the model query definition as a view instead,\n for (presumably) faster overall incremental processing.\n\n Low-level specifics:\n If an invalid option is specified, then we will raise an\n excpetion with corresponding message.\n\n Languages other than SQL (like Python) will use a temporary table.\n With the default strategy of merge, the user may choose between a temporary\n table and view (defaulting to view).\n\n The append strategy can use a view because it will run a single INSERT statement.\n\n When unique_key is none, the delete+insert strategy can use a view beacuse a\n single INSERT statement is run with no DELETES as part of the statement.\n Otherwise, play it safe by using a temporary table.\n #} */\n\n {% if language == \"python\" and tmp_relation_type is not none %}\n {% do exceptions.raise_compiler_error(\n \"Python models currently only support 'table' for tmp_relation_type but \"\n ~ tmp_relation_type ~ \" was specified.\"\n ) %}\n {% endif %}\n\n {% if strategy == \"delete+insert\" and tmp_relation_type is not none and tmp_relation_type != \"table\" and unique_key is not none %}\n {% do exceptions.raise_compiler_error(\n \"In order to maintain consistent results when `unique_key` is not none,\n the `delete+insert` strategy only supports `table` for `tmp_relation_type` but \"\n ~ tmp_relation_type ~ \" was specified.\"\n )\n %}\n {% endif %}\n\n {% if language != \"sql\" %}\n {{ return(\"table\") }}\n {% elif tmp_relation_type == \"table\" %}\n {{ return(\"table\") }}\n {% elif tmp_relation_type == \"view\" %}\n {{ return(\"view\") }}\n {% elif strategy in (\"default\", \"merge\", \"append\") %}\n {{ return(\"view\") }}\n {% elif strategy == \"delete+insert\" and unique_key is none %}\n {{ return(\"view\") }}\n {% else %}\n {{ return(\"table\") }}\n {% endif %}\n{% endmacro %}", + "depends_on": { "macros": [] }, + "description": "", + "meta": {}, + "docs": { "show": true, "node_color": null }, + "patch_path": null, + "arguments": [], + "created_at": 1699027425.7964668, + "supported_languages": null + }, + "macro.dbt_snowflake.materialization_incremental_snowflake": { + "name": "materialization_incremental_snowflake", + "resource_type": "macro", + "package_name": "dbt_snowflake", + "path": "macros/materializations/incremental.sql", + "original_file_path": "macros/materializations/incremental.sql", + "unique_id": "macro.dbt_snowflake.materialization_incremental_snowflake", + "macro_sql": "{% materialization incremental, adapter='snowflake', supported_languages=['sql', 'python'] -%}\n\n {% set original_query_tag = set_query_tag() %}\n\n {#-- Set vars --#}\n {%- set full_refresh_mode = (should_full_refresh()) -%}\n {%- set language = model['language'] -%}\n {% set target_relation = this %}\n {% set existing_relation = load_relation(this) %}\n\n {#-- The temp relation will be a view (faster) or temp table, depending on upsert/merge strategy --#}\n {%- set unique_key = config.get('unique_key') -%}\n {% set incremental_strategy = config.get('incremental_strategy') or 'default' %}\n {% set tmp_relation_type = dbt_snowflake_get_tmp_relation_type(incremental_strategy, unique_key, language) %}\n {% set tmp_relation = make_temp_relation(this).incorporate(type=tmp_relation_type) %}\n\n {% set grant_config = config.get('grants') %}\n\n {% set on_schema_change = incremental_validate_on_schema_change(config.get('on_schema_change'), default='ignore') %}\n\n {{ run_hooks(pre_hooks) }}\n\n {% if existing_relation is none %}\n {%- call statement('main', language=language) -%}\n {{ create_table_as(False, target_relation, compiled_code, language) }}\n {%- endcall -%}\n\n {% elif existing_relation.is_view %}\n {#-- Can't overwrite a view with a table - we must drop --#}\n {{ log(\"Dropping relation \" ~ target_relation ~ \" because it is a view and this model is a table.\") }}\n {% do adapter.drop_relation(existing_relation) %}\n {%- call statement('main', language=language) -%}\n {{ create_table_as(False, target_relation, compiled_code, language) }}\n {%- endcall -%}\n {% elif full_refresh_mode %}\n {%- call statement('main', language=language) -%}\n {{ create_table_as(False, target_relation, compiled_code, language) }}\n {%- endcall -%}\n\n {% else %}\n {#-- Create the temp relation, either as a view or as a temp table --#}\n {% if tmp_relation_type == 'view' %}\n {%- call statement('create_tmp_relation') -%}\n {{ snowflake__create_view_as_with_temp_flag(tmp_relation, compiled_code, True) }}\n {%- endcall -%}\n {% else %}\n {%- call statement('create_tmp_relation', language=language) -%}\n {{ create_table_as(True, tmp_relation, compiled_code, language) }}\n {%- endcall -%}\n {% endif %}\n\n {% do adapter.expand_target_column_types(\n from_relation=tmp_relation,\n to_relation=target_relation) %}\n {#-- Process schema changes. Returns dict of changes if successful. Use source columns for upserting/merging --#}\n {% set dest_columns = process_schema_changes(on_schema_change, tmp_relation, existing_relation) %}\n {% if not dest_columns %}\n {% set dest_columns = adapter.get_columns_in_relation(existing_relation) %}\n {% endif %}\n\n {#-- Get the incremental_strategy, the macro to use for the strategy, and build the sql --#}\n {% set incremental_predicates = config.get('predicates', none) or config.get('incremental_predicates', none) %}\n {% set strategy_sql_macro_func = adapter.get_incremental_strategy_macro(context, incremental_strategy) %}\n {% set strategy_arg_dict = ({'target_relation': target_relation, 'temp_relation': tmp_relation, 'unique_key': unique_key, 'dest_columns': dest_columns, 'incremental_predicates': incremental_predicates }) %}\n\n {%- call statement('main') -%}\n {{ strategy_sql_macro_func(strategy_arg_dict) }}\n {%- endcall -%}\n {% endif %}\n\n {% do drop_relation_if_exists(tmp_relation) %}\n\n {{ run_hooks(post_hooks) }}\n\n {% set target_relation = target_relation.incorporate(type='table') %}\n\n {% set should_revoke =\n should_revoke(existing_relation.is_table, full_refresh_mode) %}\n {% do apply_grants(target_relation, grant_config, should_revoke=should_revoke) %}\n\n {% do persist_docs(target_relation, model) %}\n\n {% do unset_query_tag(original_query_tag) %}\n\n {{ return({'relations': [target_relation]}) }}\n\n{%- endmaterialization %}", + "depends_on": { + "macros": [ + "macro.dbt_snowflake.set_query_tag", + "macro.dbt.should_full_refresh", + "macro.dbt.load_relation", + "macro.dbt_snowflake.dbt_snowflake_get_tmp_relation_type", + "macro.dbt.make_temp_relation", + "macro.dbt.incremental_validate_on_schema_change", + "macro.dbt.run_hooks", + "macro.dbt.statement", + "macro.dbt.create_table_as", + "macro.dbt_snowflake.snowflake__create_view_as_with_temp_flag", + "macro.dbt.process_schema_changes", + "macro.dbt.drop_relation_if_exists", + "macro.dbt.should_revoke", + "macro.dbt.apply_grants", + "macro.dbt.persist_docs", + "macro.dbt_snowflake.unset_query_tag" + ] + }, + "description": "", + "meta": {}, + "docs": { "show": true, "node_color": null }, + "patch_path": null, + "arguments": [], + "created_at": 1699027425.7996879, + "supported_languages": ["sql", "python"] + }, + "macro.dbt_snowflake.snowflake__get_incremental_default_sql": { + "name": "snowflake__get_incremental_default_sql", + "resource_type": "macro", + "package_name": "dbt_snowflake", + "path": "macros/materializations/incremental.sql", + "original_file_path": "macros/materializations/incremental.sql", + "unique_id": "macro.dbt_snowflake.snowflake__get_incremental_default_sql", + "macro_sql": "{% macro snowflake__get_incremental_default_sql(arg_dict) %}\n {{ return(get_incremental_merge_sql(arg_dict)) }}\n{% endmacro %}", + "depends_on": { "macros": ["macro.dbt.get_incremental_merge_sql"] }, + "description": "", + "meta": {}, + "docs": { "show": true, "node_color": null }, + "patch_path": null, + "arguments": [], + "created_at": 1699027425.799855, + "supported_languages": null + }, + "macro.dbt_snowflake.materialization_snapshot_snowflake": { + "name": "materialization_snapshot_snowflake", + "resource_type": "macro", + "package_name": "dbt_snowflake", + "path": "macros/materializations/snapshot.sql", + "original_file_path": "macros/materializations/snapshot.sql", + "unique_id": "macro.dbt_snowflake.materialization_snapshot_snowflake", + "macro_sql": "{% materialization snapshot, adapter='snowflake' %}\n {% set original_query_tag = set_query_tag() %}\n {% set relations = materialization_snapshot_default() %}\n\n {% do unset_query_tag(original_query_tag) %}\n\n {{ return(relations) }}\n{% endmaterialization %}", + "depends_on": { + "macros": [ + "macro.dbt_snowflake.set_query_tag", + "macro.dbt.materialization_snapshot_default", + "macro.dbt_snowflake.unset_query_tag" + ] + }, + "description": "", + "meta": {}, + "docs": { "show": true, "node_color": null }, + "patch_path": null, + "arguments": [], + "created_at": 1699027425.800195, + "supported_languages": ["sql"] + }, + "macro.dbt_snowflake.materialization_dynamic_table_snowflake": { + "name": "materialization_dynamic_table_snowflake", + "resource_type": "macro", + "package_name": "dbt_snowflake", + "path": "macros/materializations/dynamic_table.sql", + "original_file_path": "macros/materializations/dynamic_table.sql", + "unique_id": "macro.dbt_snowflake.materialization_dynamic_table_snowflake", + "macro_sql": "{% materialization dynamic_table, adapter='snowflake' %}\n\n {% set query_tag = set_query_tag() %}\n\n {% set existing_relation = load_cached_relation(this) %}\n {% set target_relation = this.incorporate(type=this.DynamicTable) %}\n\n {{ run_hooks(pre_hooks) }}\n\n {% set build_sql = dynamic_table_get_build_sql(existing_relation, target_relation) %}\n\n {% if build_sql == '' %}\n {{ dynamic_table_execute_no_op(target_relation) }}\n {% else %}\n {{ dynamic_table_execute_build_sql(build_sql, existing_relation, target_relation) }}\n {% endif %}\n\n {{ run_hooks(post_hooks) }}\n\n {% do unset_query_tag(query_tag) %}\n\n {{ return({'relations': [target_relation]}) }}\n\n{% endmaterialization %}", + "depends_on": { + "macros": [ + "macro.dbt_snowflake.set_query_tag", + "macro.dbt.load_cached_relation", + "macro.dbt.run_hooks", + "macro.dbt_snowflake.dynamic_table_get_build_sql", + "macro.dbt_snowflake.dynamic_table_execute_no_op", + "macro.dbt_snowflake.dynamic_table_execute_build_sql", + "macro.dbt_snowflake.unset_query_tag" + ] + }, + "description": "", + "meta": {}, + "docs": { "show": true, "node_color": null }, + "patch_path": null, + "arguments": [], + "created_at": 1699027425.8037949, + "supported_languages": ["sql"] + }, + "macro.dbt_snowflake.dynamic_table_get_build_sql": { + "name": "dynamic_table_get_build_sql", + "resource_type": "macro", + "package_name": "dbt_snowflake", + "path": "macros/materializations/dynamic_table.sql", + "original_file_path": "macros/materializations/dynamic_table.sql", + "unique_id": "macro.dbt_snowflake.dynamic_table_get_build_sql", + "macro_sql": "{% macro dynamic_table_get_build_sql(existing_relation, target_relation) %}\n\n {% set full_refresh_mode = should_full_refresh() %}\n\n -- determine the scenario we're in: create, full_refresh, alter, refresh data\n {% if existing_relation is none %}\n {% set build_sql = get_create_sql(target_relation, sql) %}\n {% elif full_refresh_mode or not existing_relation.is_dynamic_table %}\n {% set build_sql = get_replace_sql(existing_relation, target_relation, sql) %}\n {% else %}\n\n -- get config options\n {% set on_configuration_change = config.get('on_configuration_change') %}\n {% set configuration_changes = snowflake__get_dynamic_table_configuration_changes(existing_relation, config) %}\n\n {% if configuration_changes is none %}\n {% set build_sql = '' %}\n {{ exceptions.warn(\"No configuration changes were identified on: `\" ~ target_relation ~ \"`. Continuing.\") }}\n\n {% elif on_configuration_change == 'apply' %}\n {% set build_sql = snowflake__get_alter_dynamic_table_as_sql(existing_relation, configuration_changes, target_relation, sql) %}\n {% elif on_configuration_change == 'continue' %}\n {% set build_sql = '' %}\n {{ exceptions.warn(\"Configuration changes were identified and `on_configuration_change` was set to `continue` for `\" ~ target_relation ~ \"`\") }}\n {% elif on_configuration_change == 'fail' %}\n {{ exceptions.raise_fail_fast_error(\"Configuration changes were identified and `on_configuration_change` was set to `fail` for `\" ~ target_relation ~ \"`\") }}\n\n {% else %}\n -- this only happens if the user provides a value other than `apply`, 'continue', 'fail'\n {{ exceptions.raise_compiler_error(\"Unexpected configuration scenario: `\" ~ on_configuration_change ~ \"`\") }}\n\n {% endif %}\n\n {% endif %}\n\n {% do return(build_sql) %}\n\n{% endmacro %}", + "depends_on": { + "macros": [ + "macro.dbt.should_full_refresh", + "macro.dbt.get_create_sql", + "macro.dbt.get_replace_sql", + "macro.dbt_snowflake.snowflake__get_dynamic_table_configuration_changes", + "macro.dbt_snowflake.snowflake__get_alter_dynamic_table_as_sql" + ] + }, + "description": "", + "meta": {}, + "docs": { "show": true, "node_color": null }, + "patch_path": null, + "arguments": [], + "created_at": 1699027425.805129, + "supported_languages": null + }, + "macro.dbt_snowflake.dynamic_table_execute_no_op": { + "name": "dynamic_table_execute_no_op", + "resource_type": "macro", + "package_name": "dbt_snowflake", + "path": "macros/materializations/dynamic_table.sql", + "original_file_path": "macros/materializations/dynamic_table.sql", + "unique_id": "macro.dbt_snowflake.dynamic_table_execute_no_op", + "macro_sql": "{% macro dynamic_table_execute_no_op(relation) %}\n {% do store_raw_result(\n name=\"main\",\n message=\"skip \" ~ relation,\n code=\"skip\",\n rows_affected=\"-1\"\n ) %}\n{% endmacro %}", + "depends_on": { "macros": [] }, + "description": "", + "meta": {}, + "docs": { "show": true, "node_color": null }, + "patch_path": null, + "arguments": [], + "created_at": 1699027425.805352, + "supported_languages": null + }, + "macro.dbt_snowflake.dynamic_table_execute_build_sql": { + "name": "dynamic_table_execute_build_sql", + "resource_type": "macro", + "package_name": "dbt_snowflake", + "path": "macros/materializations/dynamic_table.sql", + "original_file_path": "macros/materializations/dynamic_table.sql", + "unique_id": "macro.dbt_snowflake.dynamic_table_execute_build_sql", + "macro_sql": "{% macro dynamic_table_execute_build_sql(build_sql, existing_relation, target_relation) %}\n\n {% set grant_config = config.get('grants') %}\n\n {% call statement(name=\"main\") %}\n {{ build_sql }}\n {% endcall %}\n\n {% set should_revoke = should_revoke(existing_relation, full_refresh_mode=True) %}\n {% do apply_grants(target_relation, grant_config, should_revoke=should_revoke) %}\n\n {% do persist_docs(target_relation, model) %}\n\n{% endmacro %}", + "depends_on": { + "macros": [ + "macro.dbt.statement", + "macro.dbt.should_revoke", + "macro.dbt.apply_grants", + "macro.dbt.persist_docs" + ] + }, + "description": "", + "meta": {}, + "docs": { "show": true, "node_color": null }, + "patch_path": null, + "arguments": [], + "created_at": 1699027425.805838, + "supported_languages": null + }, + "macro.dbt_snowflake.snowflake__get_dynamic_table_configuration_changes": { + "name": "snowflake__get_dynamic_table_configuration_changes", + "resource_type": "macro", + "package_name": "dbt_snowflake", + "path": "macros/materializations/dynamic_table.sql", + "original_file_path": "macros/materializations/dynamic_table.sql", + "unique_id": "macro.dbt_snowflake.snowflake__get_dynamic_table_configuration_changes", + "macro_sql": "{% macro snowflake__get_dynamic_table_configuration_changes(existing_relation, new_config) -%}\n {% set _existing_dynamic_table = snowflake__describe_dynamic_table(existing_relation) %}\n {% set _configuration_changes = existing_relation.dynamic_table_config_changeset(_existing_dynamic_table, new_config) %}\n {% do return(_configuration_changes) %}\n{%- endmacro %}", + "depends_on": { + "macros": [ + "macro.dbt_snowflake.snowflake__describe_dynamic_table" + ] + }, + "description": "", + "meta": {}, + "docs": { "show": true, "node_color": null }, + "patch_path": null, + "arguments": [], + "created_at": 1699027425.8061109, + "supported_languages": null + }, + "macro.dbt_snowflake.snowflake__can_clone_table": { + "name": "snowflake__can_clone_table", + "resource_type": "macro", + "package_name": "dbt_snowflake", + "path": "macros/materializations/clone.sql", + "original_file_path": "macros/materializations/clone.sql", + "unique_id": "macro.dbt_snowflake.snowflake__can_clone_table", + "macro_sql": "{% macro snowflake__can_clone_table() %}\n {{ return(True) }}\n{% endmacro %}", + "depends_on": { "macros": [] }, + "description": "", + "meta": {}, + "docs": { "show": true, "node_color": null }, + "patch_path": null, + "arguments": [], + "created_at": 1699027425.806345, + "supported_languages": null + }, + "macro.dbt_snowflake.snowflake__create_or_replace_clone": { + "name": "snowflake__create_or_replace_clone", + "resource_type": "macro", + "package_name": "dbt_snowflake", + "path": "macros/materializations/clone.sql", + "original_file_path": "macros/materializations/clone.sql", + "unique_id": "macro.dbt_snowflake.snowflake__create_or_replace_clone", + "macro_sql": "{% macro snowflake__create_or_replace_clone(this_relation, defer_relation) %}\n create or replace\n {{ \"transient\" if config.get(\"transient\", true) }}\n table {{ this_relation }}\n clone {{ defer_relation }}\n {{ \"copy grants\" if config.get(\"copy_grants\", false) }}\n{% endmacro %}", + "depends_on": { "macros": [] }, + "description": "", + "meta": {}, + "docs": { "show": true, "node_color": null }, + "patch_path": null, + "arguments": [], + "created_at": 1699027425.806622, + "supported_languages": null + }, + "macro.dbt_snowflake.snowflake__get_drop_sql": { + "name": "snowflake__get_drop_sql", + "resource_type": "macro", + "package_name": "dbt_snowflake", + "path": "macros/relations/drop.sql", + "original_file_path": "macros/relations/drop.sql", + "unique_id": "macro.dbt_snowflake.snowflake__get_drop_sql", + "macro_sql": "{% macro snowflake__get_drop_sql(relation) %}\n\n {% if relation.is_dynamic_table %}\n {{ snowflake__get_drop_dynamic_table_sql(relation) }}\n\n {% else %}\n {{ default__get_drop_sql(relation) }}\n\n {% endif %}\n\n{% endmacro %}", + "depends_on": { + "macros": [ + "macro.dbt_snowflake.snowflake__get_drop_dynamic_table_sql", + "macro.dbt.default__get_drop_sql" + ] + }, + "description": "", + "meta": {}, + "docs": { "show": true, "node_color": null }, + "patch_path": null, + "arguments": [], + "created_at": 1699027425.806945, + "supported_languages": null + }, + "macro.dbt_snowflake.snowflake__get_replace_sql": { + "name": "snowflake__get_replace_sql", + "resource_type": "macro", + "package_name": "dbt_snowflake", + "path": "macros/relations/replace.sql", + "original_file_path": "macros/relations/replace.sql", + "unique_id": "macro.dbt_snowflake.snowflake__get_replace_sql", + "macro_sql": "{% macro snowflake__get_replace_sql(existing_relation, target_relation, sql) %}\n\n {% if existing_relation.is_dynamic_table and target_relation.is_dynamic_table %}\n {{ snowflake__get_replace_dynamic_table_sql(target_relation, sql) }}\n\n {% else %}\n {{ default__get_replace_sql(existing_relation, target_relation, sql) }}\n\n {% endif %}\n\n{% endmacro %}", + "depends_on": { + "macros": [ + "macro.dbt_snowflake.snowflake__get_replace_dynamic_table_sql", + "macro.dbt.default__get_replace_sql" + ] + }, + "description": "", + "meta": {}, + "docs": { "show": true, "node_color": null }, + "patch_path": null, + "arguments": [], + "created_at": 1699027425.8073332, + "supported_languages": null + }, + "macro.dbt_snowflake.snowflake__rename_relation": { + "name": "snowflake__rename_relation", + "resource_type": "macro", + "package_name": "dbt_snowflake", + "path": "macros/relations/rename.sql", + "original_file_path": "macros/relations/rename.sql", + "unique_id": "macro.dbt_snowflake.snowflake__rename_relation", + "macro_sql": "{% macro snowflake__rename_relation(from_relation, to_relation) -%}\n {% call statement('rename_relation') -%}\n alter table {{ from_relation }} rename to {{ to_relation }}\n {%- endcall %}\n{% endmacro %}", + "depends_on": { "macros": ["macro.dbt.statement"] }, + "description": "", + "meta": {}, + "docs": { "show": true, "node_color": null }, + "patch_path": null, + "arguments": [], + "created_at": 1699027425.807573, + "supported_languages": null + }, + "macro.dbt_snowflake.snowflake__get_create_sql": { + "name": "snowflake__get_create_sql", + "resource_type": "macro", + "package_name": "dbt_snowflake", + "path": "macros/relations/create.sql", + "original_file_path": "macros/relations/create.sql", + "unique_id": "macro.dbt_snowflake.snowflake__get_create_sql", + "macro_sql": "{% macro snowflake__get_create_sql(relation, sql) %}\n\n {% if relation.is_dynamic_table %}\n {{ snowflake__get_create_dynamic_table_as_sql(relation, sql) }}\n\n {% else %}\n {{ default__get_create_sql(relation, sql) }}\n\n {% endif %}\n\n{% endmacro %}", + "depends_on": { + "macros": [ + "macro.dbt_snowflake.snowflake__get_create_dynamic_table_as_sql", + "macro.dbt.default__get_create_sql" + ] + }, + "description": "", + "meta": {}, + "docs": { "show": true, "node_color": null }, + "patch_path": null, + "arguments": [], + "created_at": 1699027425.807924, + "supported_languages": null + }, + "macro.dbt_snowflake.snowflake__get_drop_table_sql": { + "name": "snowflake__get_drop_table_sql", + "resource_type": "macro", + "package_name": "dbt_snowflake", + "path": "macros/relations/table/drop.sql", + "original_file_path": "macros/relations/table/drop.sql", + "unique_id": "macro.dbt_snowflake.snowflake__get_drop_table_sql", + "macro_sql": "{% macro snowflake__get_drop_table_sql(relation) %}\n drop table if exists {{ relation }} cascade\n{% endmacro %}", + "depends_on": { "macros": [] }, + "description": "", + "meta": {}, + "docs": { "show": true, "node_color": null }, + "patch_path": null, + "arguments": [], + "created_at": 1699027425.808056, + "supported_languages": null + }, + "macro.dbt_snowflake.snowflake__get_replace_table_sql": { + "name": "snowflake__get_replace_table_sql", + "resource_type": "macro", + "package_name": "dbt_snowflake", + "path": "macros/relations/table/replace.sql", + "original_file_path": "macros/relations/table/replace.sql", + "unique_id": "macro.dbt_snowflake.snowflake__get_replace_table_sql", + "macro_sql": "{% macro snowflake__get_replace_table_sql(relation, sql) %}\n {{ snowflake__create_table_as(False, relation, sql) }}\n{% endmacro %}", + "depends_on": { + "macros": ["macro.dbt_snowflake.snowflake__create_table_as"] + }, + "description": "", + "meta": {}, + "docs": { "show": true, "node_color": null }, + "patch_path": null, + "arguments": [], + "created_at": 1699027425.808233, + "supported_languages": null + }, + "macro.dbt_snowflake.snowflake__get_rename_table_sql": { + "name": "snowflake__get_rename_table_sql", + "resource_type": "macro", + "package_name": "dbt_snowflake", + "path": "macros/relations/table/rename.sql", + "original_file_path": "macros/relations/table/rename.sql", + "unique_id": "macro.dbt_snowflake.snowflake__get_rename_table_sql", + "macro_sql": "{%- macro snowflake__get_rename_table_sql(relation, new_name) -%}\n alter table {{ relation }} rename to {{ new_name }}\n{%- endmacro -%}", + "depends_on": { "macros": [] }, + "description": "", + "meta": {}, + "docs": { "show": true, "node_color": null }, + "patch_path": null, + "arguments": [], + "created_at": 1699027425.8083892, + "supported_languages": null + }, + "macro.dbt_snowflake.snowflake__create_table_as": { + "name": "snowflake__create_table_as", + "resource_type": "macro", + "package_name": "dbt_snowflake", + "path": "macros/relations/table/create.sql", + "original_file_path": "macros/relations/table/create.sql", + "unique_id": "macro.dbt_snowflake.snowflake__create_table_as", + "macro_sql": "{% macro snowflake__create_table_as(temporary, relation, compiled_code, language='sql') -%}\n {%- set transient = config.get('transient', default=true) -%}\n\n {% if temporary -%}\n {%- set table_type = \"temporary\" -%}\n {%- elif transient -%}\n {%- set table_type = \"transient\" -%}\n {%- else -%}\n {%- set table_type = \"\" -%}\n {%- endif %}\n\n {%- if language == 'sql' -%}\n {%- set cluster_by_keys = config.get('cluster_by', default=none) -%}\n {%- set enable_automatic_clustering = config.get('automatic_clustering', default=false) -%}\n {%- set copy_grants = config.get('copy_grants', default=false) -%}\n\n {%- if cluster_by_keys is not none and cluster_by_keys is string -%}\n {%- set cluster_by_keys = [cluster_by_keys] -%}\n {%- endif -%}\n {%- if cluster_by_keys is not none -%}\n {%- set cluster_by_string = cluster_by_keys|join(\", \")-%}\n {% else %}\n {%- set cluster_by_string = none -%}\n {%- endif -%}\n {%- set sql_header = config.get('sql_header', none) -%}\n\n {{ sql_header if sql_header is not none }}\n\n create or replace {{ table_type }} table {{ relation }}\n {%- set contract_config = config.get('contract') -%}\n {%- if contract_config.enforced -%}\n {{ get_assert_columns_equivalent(sql) }}\n {{ get_table_columns_and_constraints() }}\n {% set compiled_code = get_select_subquery(compiled_code) %}\n {% endif %}\n {% if copy_grants and not temporary -%} copy grants {%- endif %} as\n (\n {%- if cluster_by_string is not none -%}\n select * from (\n {{ compiled_code }}\n ) order by ({{ cluster_by_string }})\n {%- else -%}\n {{ compiled_code }}\n {%- endif %}\n );\n {% if cluster_by_string is not none and not temporary -%}\n alter table {{relation}} cluster by ({{cluster_by_string}});\n {%- endif -%}\n {% if enable_automatic_clustering and cluster_by_string is not none and not temporary -%}\n alter table {{relation}} resume recluster;\n {%- endif -%}\n\n {%- elif language == 'python' -%}\n {{ py_write_table(compiled_code=compiled_code, target_relation=relation, table_type=table_type) }}\n {%- else -%}\n {% do exceptions.raise_compiler_error(\"snowflake__create_table_as macro didn't get supported language, it got %s\" % language) %}\n {%- endif -%}\n\n{% endmacro %}", + "depends_on": { + "macros": [ + "macro.dbt.get_assert_columns_equivalent", + "macro.dbt.get_table_columns_and_constraints", + "macro.dbt.get_select_subquery", + "macro.dbt_snowflake.py_write_table" + ] + }, + "description": "", + "meta": {}, + "docs": { "show": true, "node_color": null }, + "patch_path": null, + "arguments": [], + "created_at": 1699027425.812373, + "supported_languages": null + }, + "macro.dbt_snowflake.snowflake__get_drop_view_sql": { + "name": "snowflake__get_drop_view_sql", + "resource_type": "macro", + "package_name": "dbt_snowflake", + "path": "macros/relations/view/drop.sql", + "original_file_path": "macros/relations/view/drop.sql", + "unique_id": "macro.dbt_snowflake.snowflake__get_drop_view_sql", + "macro_sql": "{% macro snowflake__get_drop_view_sql(relation) %}\n drop view if exists {{ relation }} cascade\n{% endmacro %}", + "depends_on": { "macros": [] }, + "description": "", + "meta": {}, + "docs": { "show": true, "node_color": null }, + "patch_path": null, + "arguments": [], + "created_at": 1699027425.812521, + "supported_languages": null + }, + "macro.dbt_snowflake.snowflake__get_replace_view_sql": { + "name": "snowflake__get_replace_view_sql", + "resource_type": "macro", + "package_name": "dbt_snowflake", + "path": "macros/relations/view/replace.sql", + "original_file_path": "macros/relations/view/replace.sql", + "unique_id": "macro.dbt_snowflake.snowflake__get_replace_view_sql", + "macro_sql": "{% macro snowflake__get_replace_view_sql(relation, sql) %}\n {{ snowflake__create_view_as(relation, sql) }}\n{% endmacro %}", + "depends_on": { + "macros": ["macro.dbt_snowflake.snowflake__create_view_as"] + }, + "description": "", + "meta": {}, + "docs": { "show": true, "node_color": null }, + "patch_path": null, + "arguments": [], + "created_at": 1699027425.8127308, + "supported_languages": null + }, + "macro.dbt_snowflake.snowflake__get_rename_view_sql": { + "name": "snowflake__get_rename_view_sql", + "resource_type": "macro", + "package_name": "dbt_snowflake", + "path": "macros/relations/view/rename.sql", + "original_file_path": "macros/relations/view/rename.sql", + "unique_id": "macro.dbt_snowflake.snowflake__get_rename_view_sql", + "macro_sql": "{%- macro snowflake__get_rename_view_sql(relation, new_name) -%}\n alter view {{ relation }} rename to {{ new_name }}\n{%- endmacro -%}", + "depends_on": { "macros": [] }, + "description": "", + "meta": {}, + "docs": { "show": true, "node_color": null }, + "patch_path": null, + "arguments": [], + "created_at": 1699027425.812906, + "supported_languages": null + }, + "macro.dbt_snowflake.snowflake__create_view_as_with_temp_flag": { + "name": "snowflake__create_view_as_with_temp_flag", + "resource_type": "macro", + "package_name": "dbt_snowflake", + "path": "macros/relations/view/create.sql", + "original_file_path": "macros/relations/view/create.sql", + "unique_id": "macro.dbt_snowflake.snowflake__create_view_as_with_temp_flag", + "macro_sql": "{% macro snowflake__create_view_as_with_temp_flag(relation, sql, is_temporary=False) -%}\n {%- set secure = config.get('secure', default=false) -%}\n {%- set copy_grants = config.get('copy_grants', default=false) -%}\n {%- set sql_header = config.get('sql_header', none) -%}\n\n {{ sql_header if sql_header is not none }}\n create or replace {% if secure -%}\n secure\n {%- endif %} {% if is_temporary -%}\n temporary\n {%- endif %} view {{ relation }}\n {% if config.persist_column_docs() -%}\n {% set model_columns = model.columns %}\n {% set query_columns = get_columns_in_query(sql) %}\n {{ get_persist_docs_column_list(model_columns, query_columns) }}\n\n {%- endif %}\n {%- set contract_config = config.get('contract') -%}\n {%- if contract_config.enforced -%}\n {{ get_assert_columns_equivalent(sql) }}\n {%- endif %}\n {% if copy_grants -%} copy grants {%- endif %} as (\n {{ sql }}\n );\n{% endmacro %}", + "depends_on": { + "macros": [ + "macro.dbt.get_columns_in_query", + "macro.dbt_snowflake.get_persist_docs_column_list", + "macro.dbt.get_assert_columns_equivalent" + ] + }, + "description": "", + "meta": {}, + "docs": { "show": true, "node_color": null }, + "patch_path": null, + "arguments": [], + "created_at": 1699027425.814662, + "supported_languages": null + }, + "macro.dbt_snowflake.snowflake__create_view_as": { + "name": "snowflake__create_view_as", + "resource_type": "macro", + "package_name": "dbt_snowflake", + "path": "macros/relations/view/create.sql", + "original_file_path": "macros/relations/view/create.sql", + "unique_id": "macro.dbt_snowflake.snowflake__create_view_as", + "macro_sql": "{% macro snowflake__create_view_as(relation, sql) -%}\n {{ snowflake__create_view_as_with_temp_flag(relation, sql) }}\n{% endmacro %}", + "depends_on": { + "macros": [ + "macro.dbt_snowflake.snowflake__create_view_as_with_temp_flag" + ] + }, + "description": "", + "meta": {}, + "docs": { "show": true, "node_color": null }, + "patch_path": null, + "arguments": [], + "created_at": 1699027425.814833, + "supported_languages": null + }, + "macro.dbt_snowflake.snowflake__create_or_replace_view": { + "name": "snowflake__create_or_replace_view", + "resource_type": "macro", + "package_name": "dbt_snowflake", + "path": "macros/relations/view/create.sql", + "original_file_path": "macros/relations/view/create.sql", + "unique_id": "macro.dbt_snowflake.snowflake__create_or_replace_view", + "macro_sql": "{% macro snowflake__create_or_replace_view() %}\n {%- set identifier = model['alias'] -%}\n\n {%- set old_relation = adapter.get_relation(database=database, schema=schema, identifier=identifier) -%}\n {%- set exists_as_view = (old_relation is not none and old_relation.is_view) -%}\n\n {%- set target_relation = api.Relation.create(\n identifier=identifier, schema=schema, database=database,\n type='view') -%}\n {% set grant_config = config.get('grants') %}\n\n {{ run_hooks(pre_hooks) }}\n\n -- If there's a table with the same name and we weren't told to full refresh,\n -- that's an error. If we were told to full refresh, drop it. This behavior differs\n -- for Snowflake and BigQuery, so multiple dispatch is used.\n {%- if old_relation is not none and not old_relation.is_view -%}\n {{ handle_existing_table(should_full_refresh(), old_relation) }}\n {%- endif -%}\n\n -- build model\n {% call statement('main') -%}\n {{ get_create_view_as_sql(target_relation, sql) }}\n {%- endcall %}\n\n {% set should_revoke = should_revoke(exists_as_view, full_refresh_mode=True) %}\n {% do apply_grants(target_relation, grant_config, should_revoke=should_revoke) %}\n\n {{ run_hooks(post_hooks) }}\n\n {{ return({'relations': [target_relation]}) }}\n\n{% endmacro %}", + "depends_on": { + "macros": [ + "macro.dbt.run_hooks", + "macro.dbt.handle_existing_table", + "macro.dbt.should_full_refresh", + "macro.dbt.statement", + "macro.dbt.get_create_view_as_sql", + "macro.dbt.should_revoke", + "macro.dbt.apply_grants" + ] + }, + "description": "", + "meta": {}, + "docs": { "show": true, "node_color": null }, + "patch_path": null, + "arguments": [], + "created_at": 1699027425.815985, + "supported_languages": null + }, + "macro.dbt_snowflake.snowflake__get_drop_dynamic_table_sql": { + "name": "snowflake__get_drop_dynamic_table_sql", + "resource_type": "macro", + "package_name": "dbt_snowflake", + "path": "macros/relations/dynamic_table/drop.sql", + "original_file_path": "macros/relations/dynamic_table/drop.sql", + "unique_id": "macro.dbt_snowflake.snowflake__get_drop_dynamic_table_sql", + "macro_sql": "{% macro snowflake__get_drop_dynamic_table_sql(relation) %}\n drop dynamic table if exists {{ relation }}\n{% endmacro %}", + "depends_on": { "macros": [] }, + "description": "", + "meta": {}, + "docs": { "show": true, "node_color": null }, + "patch_path": null, + "arguments": [], + "created_at": 1699027425.816136, + "supported_languages": null + }, + "macro.dbt_snowflake.snowflake__get_replace_dynamic_table_sql": { + "name": "snowflake__get_replace_dynamic_table_sql", + "resource_type": "macro", + "package_name": "dbt_snowflake", + "path": "macros/relations/dynamic_table/replace.sql", + "original_file_path": "macros/relations/dynamic_table/replace.sql", + "unique_id": "macro.dbt_snowflake.snowflake__get_replace_dynamic_table_sql", + "macro_sql": "{% macro snowflake__get_replace_dynamic_table_sql(relation, sql) %}\n\n create or replace dynamic table {{ relation }}\n target_lag = '{{ config.get(\"target_lag\") }}'\n warehouse = {{ config.get(\"snowflake_warehouse\") }}\n as (\n {{ sql }}\n )\n ;\n {{ snowflake__refresh_dynamic_table(relation) }}\n\n{% endmacro %}", + "depends_on": { + "macros": [ + "macro.dbt_snowflake.snowflake__refresh_dynamic_table" + ] + }, + "description": "", + "meta": {}, + "docs": { "show": true, "node_color": null }, + "patch_path": null, + "arguments": [], + "created_at": 1699027425.8165288, + "supported_languages": null + }, + "macro.dbt_snowflake.snowflake__describe_dynamic_table": { + "name": "snowflake__describe_dynamic_table", + "resource_type": "macro", + "package_name": "dbt_snowflake", + "path": "macros/relations/dynamic_table/describe.sql", + "original_file_path": "macros/relations/dynamic_table/describe.sql", + "unique_id": "macro.dbt_snowflake.snowflake__describe_dynamic_table", + "macro_sql": "{% macro snowflake__describe_dynamic_table(relation) %}\n {%- set _dynamic_table_sql -%}\n show dynamic tables\n like '{{ relation.identifier }}'\n in schema {{ relation.database }}.{{ relation.schema }}\n ;\n select\n \"name\",\n \"schema_name\",\n \"database_name\",\n \"text\",\n \"target_lag\",\n \"warehouse\"\n from table(result_scan(last_query_id()))\n {%- endset %}\n {% set _dynamic_table = run_query(_dynamic_table_sql) %}\n\n {% do return({'dynamic_table': _dynamic_table}) %}\n{% endmacro %}", + "depends_on": { "macros": ["macro.elementary.run_query"] }, + "description": "", + "meta": {}, + "docs": { "show": true, "node_color": null }, + "patch_path": null, + "arguments": [], + "created_at": 1699027425.817079, + "supported_languages": null + }, + "macro.dbt_snowflake.snowflake__refresh_dynamic_table": { + "name": "snowflake__refresh_dynamic_table", + "resource_type": "macro", + "package_name": "dbt_snowflake", + "path": "macros/relations/dynamic_table/refresh.sql", + "original_file_path": "macros/relations/dynamic_table/refresh.sql", + "unique_id": "macro.dbt_snowflake.snowflake__refresh_dynamic_table", + "macro_sql": "{% macro snowflake__refresh_dynamic_table(relation) -%}\n {{- log('Applying REFRESH to: ' ~ relation) -}}\n\n alter dynamic table {{ relation }} refresh\n{%- endmacro %}", + "depends_on": { "macros": [] }, + "description": "", + "meta": {}, + "docs": { "show": true, "node_color": null }, + "patch_path": null, + "arguments": [], + "created_at": 1699027425.8172731, + "supported_languages": null + }, + "macro.dbt_snowflake.snowflake__get_alter_dynamic_table_as_sql": { + "name": "snowflake__get_alter_dynamic_table_as_sql", + "resource_type": "macro", + "package_name": "dbt_snowflake", + "path": "macros/relations/dynamic_table/alter.sql", + "original_file_path": "macros/relations/dynamic_table/alter.sql", + "unique_id": "macro.dbt_snowflake.snowflake__get_alter_dynamic_table_as_sql", + "macro_sql": "{% macro snowflake__get_alter_dynamic_table_as_sql(\n existing_relation,\n configuration_changes,\n target_relation,\n sql\n) -%}\n {{- log('Applying ALTER to: ' ~ existing_relation) -}}\n\n {% if configuration_changes.requires_full_refresh %}\n {{- get_replace_sql(existing_relation, target_relation, sql) -}}\n\n {% else %}\n\n {%- set target_lag = configuration_changes.target_lag -%}\n {%- if target_lag -%}{{- log('Applying UPDATE TARGET_LAG to: ' ~ existing_relation) -}}{%- endif -%}\n {%- set snowflake_warehouse = configuration_changes.snowflake_warehouse -%}\n {%- if snowflake_warehouse -%}{{- log('Applying UPDATE WAREHOUSE to: ' ~ existing_relation) -}}{%- endif -%}\n\n alter dynamic table {{ existing_relation }} set\n {% if target_lag %}target_lag = '{{ target_lag.context }}'{% endif %}\n {% if snowflake_warehouse %}warehouse = {{ snowflake_warehouse.context }}{% endif %}\n\n {%- endif -%}\n\n{%- endmacro %}", + "depends_on": { "macros": ["macro.dbt.get_replace_sql"] }, + "description": "", + "meta": {}, + "docs": { "show": true, "node_color": null }, + "patch_path": null, + "arguments": [], + "created_at": 1699027425.8182778, + "supported_languages": null + }, + "macro.dbt_snowflake.snowflake__get_create_dynamic_table_as_sql": { + "name": "snowflake__get_create_dynamic_table_as_sql", + "resource_type": "macro", + "package_name": "dbt_snowflake", + "path": "macros/relations/dynamic_table/create.sql", + "original_file_path": "macros/relations/dynamic_table/create.sql", + "unique_id": "macro.dbt_snowflake.snowflake__get_create_dynamic_table_as_sql", + "macro_sql": "{% macro snowflake__get_create_dynamic_table_as_sql(relation, sql) -%}\n\n create dynamic table {{ relation }}\n target_lag = '{{ config.get(\"target_lag\") }}'\n warehouse = {{ config.get(\"snowflake_warehouse\") }}\n as (\n {{ sql }}\n )\n ;\n\n{%- endmacro %}", + "depends_on": { "macros": [] }, + "description": "", + "meta": {}, + "docs": { "show": true, "node_color": null }, + "patch_path": null, + "arguments": [], + "created_at": 1699027425.818588, + "supported_languages": null + }, + "macro.dbt_snowflake.snowflake__current_timestamp": { + "name": "snowflake__current_timestamp", + "resource_type": "macro", + "package_name": "dbt_snowflake", + "path": "macros/utils/timestamps.sql", + "original_file_path": "macros/utils/timestamps.sql", + "unique_id": "macro.dbt_snowflake.snowflake__current_timestamp", + "macro_sql": "{% macro snowflake__current_timestamp() -%}\n convert_timezone('UTC', current_timestamp())\n{%- endmacro %}", + "depends_on": { "macros": [] }, + "description": "", + "meta": {}, + "docs": { "show": true, "node_color": null }, + "patch_path": null, + "arguments": [], + "created_at": 1699027425.818868, + "supported_languages": null + }, + "macro.dbt_snowflake.snowflake__snapshot_string_as_time": { + "name": "snowflake__snapshot_string_as_time", + "resource_type": "macro", + "package_name": "dbt_snowflake", + "path": "macros/utils/timestamps.sql", + "original_file_path": "macros/utils/timestamps.sql", + "unique_id": "macro.dbt_snowflake.snowflake__snapshot_string_as_time", + "macro_sql": "{% macro snowflake__snapshot_string_as_time(timestamp) -%}\n {%- set result = \"to_timestamp_ntz('\" ~ timestamp ~ \"')\" -%}\n {{ return(result) }}\n{%- endmacro %}", + "depends_on": { "macros": [] }, + "description": "", + "meta": {}, + "docs": { "show": true, "node_color": null }, + "patch_path": null, + "arguments": [], + "created_at": 1699027425.819037, + "supported_languages": null + }, + "macro.dbt_snowflake.snowflake__snapshot_get_time": { + "name": "snowflake__snapshot_get_time", + "resource_type": "macro", + "package_name": "dbt_snowflake", + "path": "macros/utils/timestamps.sql", + "original_file_path": "macros/utils/timestamps.sql", + "unique_id": "macro.dbt_snowflake.snowflake__snapshot_get_time", + "macro_sql": "{% macro snowflake__snapshot_get_time() -%}\n to_timestamp_ntz({{ current_timestamp() }})\n{%- endmacro %}", + "depends_on": { "macros": ["macro.dbt.current_timestamp"] }, + "description": "", + "meta": {}, + "docs": { "show": true, "node_color": null }, + "patch_path": null, + "arguments": [], + "created_at": 1699027425.8191419, + "supported_languages": null + }, + "macro.dbt_snowflake.snowflake__current_timestamp_backcompat": { + "name": "snowflake__current_timestamp_backcompat", + "resource_type": "macro", + "package_name": "dbt_snowflake", + "path": "macros/utils/timestamps.sql", + "original_file_path": "macros/utils/timestamps.sql", + "unique_id": "macro.dbt_snowflake.snowflake__current_timestamp_backcompat", + "macro_sql": "{% macro snowflake__current_timestamp_backcompat() %}\n current_timestamp::{{ type_timestamp() }}\n{% endmacro %}", + "depends_on": { "macros": ["macro.dbt.type_timestamp"] }, + "description": "", + "meta": {}, + "docs": { "show": true, "node_color": null }, + "patch_path": null, + "arguments": [], + "created_at": 1699027425.81926, + "supported_languages": null + }, + "macro.dbt_snowflake.snowflake__current_timestamp_in_utc_backcompat": { + "name": "snowflake__current_timestamp_in_utc_backcompat", + "resource_type": "macro", + "package_name": "dbt_snowflake", + "path": "macros/utils/timestamps.sql", + "original_file_path": "macros/utils/timestamps.sql", + "unique_id": "macro.dbt_snowflake.snowflake__current_timestamp_in_utc_backcompat", + "macro_sql": "{% macro snowflake__current_timestamp_in_utc_backcompat() %}\n convert_timezone('UTC', {{ snowflake__current_timestamp_backcompat() }})::{{ type_timestamp() }}\n{% endmacro %}", + "depends_on": { + "macros": [ + "macro.dbt_snowflake.snowflake__current_timestamp_backcompat", + "macro.dbt.type_timestamp" + ] + }, + "description": "", + "meta": {}, + "docs": { "show": true, "node_color": null }, + "patch_path": null, + "arguments": [], + "created_at": 1699027425.819391, + "supported_languages": null + }, + "macro.dbt_snowflake.snowflake__escape_single_quotes": { + "name": "snowflake__escape_single_quotes", + "resource_type": "macro", + "package_name": "dbt_snowflake", + "path": "macros/utils/escape_single_quotes.sql", + "original_file_path": "macros/utils/escape_single_quotes.sql", + "unique_id": "macro.dbt_snowflake.snowflake__escape_single_quotes", + "macro_sql": "{% macro snowflake__escape_single_quotes(expression) -%}\n{{ expression | replace(\"'\", \"\\\\'\") }}\n{%- endmacro %}", + "depends_on": { "macros": [] }, + "description": "", + "meta": {}, + "docs": { "show": true, "node_color": null }, + "patch_path": null, + "arguments": [], + "created_at": 1699027425.819595, + "supported_languages": null + }, + "macro.dbt_snowflake.snowflake__right": { + "name": "snowflake__right", + "resource_type": "macro", + "package_name": "dbt_snowflake", + "path": "macros/utils/right.sql", + "original_file_path": "macros/utils/right.sql", + "unique_id": "macro.dbt_snowflake.snowflake__right", + "macro_sql": "{% macro snowflake__right(string_text, length_expression) %}\n\n case when {{ length_expression }} = 0\n then ''\n else\n right(\n {{ string_text }},\n {{ length_expression }}\n )\n end\n\n{%- endmacro -%}", + "depends_on": { "macros": [] }, + "description": "", + "meta": {}, + "docs": { "show": true, "node_color": null }, + "patch_path": null, + "arguments": [], + "created_at": 1699027425.819838, + "supported_languages": null + }, + "macro.dbt_snowflake.snowflake__safe_cast": { + "name": "snowflake__safe_cast", + "resource_type": "macro", + "package_name": "dbt_snowflake", + "path": "macros/utils/safe_cast.sql", + "original_file_path": "macros/utils/safe_cast.sql", + "unique_id": "macro.dbt_snowflake.snowflake__safe_cast", + "macro_sql": "{% macro snowflake__safe_cast(field, type) %}\n try_cast({{field}} as {{type}})\n{% endmacro %}", + "depends_on": { "macros": [] }, + "description": "", + "meta": {}, + "docs": { "show": true, "node_color": null }, + "patch_path": null, + "arguments": [], + "created_at": 1699027425.8199968, + "supported_languages": null + }, + "macro.dbt_snowflake.snowflake__bool_or": { + "name": "snowflake__bool_or", + "resource_type": "macro", + "package_name": "dbt_snowflake", + "path": "macros/utils/bool_or.sql", + "original_file_path": "macros/utils/bool_or.sql", + "unique_id": "macro.dbt_snowflake.snowflake__bool_or", + "macro_sql": "{% macro snowflake__bool_or(expression) -%}\n\n boolor_agg({{ expression }})\n\n{%- endmacro %}", + "depends_on": { "macros": [] }, + "description": "", + "meta": {}, + "docs": { "show": true, "node_color": null }, + "patch_path": null, + "arguments": [], + "created_at": 1699027425.8201768, + "supported_languages": null + }, + "macro.dbt_snowflake.snowflake__array_construct": { + "name": "snowflake__array_construct", + "resource_type": "macro", + "package_name": "dbt_snowflake", + "path": "macros/utils/array_construct.sql", + "original_file_path": "macros/utils/array_construct.sql", + "unique_id": "macro.dbt_snowflake.snowflake__array_construct", + "macro_sql": "{% macro snowflake__array_construct(inputs, data_type) -%}\n array_construct( {{ inputs|join(' , ') }} )\n{%- endmacro %}", + "depends_on": { "macros": [] }, + "description": "", + "meta": {}, + "docs": { "show": true, "node_color": null }, + "patch_path": null, + "arguments": [], + "created_at": 1699027425.820342, + "supported_languages": null + }, + "macro.dbt.run_hooks": { + "name": "run_hooks", + "resource_type": "macro", + "package_name": "dbt", + "path": "macros/materializations/hooks.sql", + "original_file_path": "macros/materializations/hooks.sql", + "unique_id": "macro.dbt.run_hooks", + "macro_sql": "{% macro run_hooks(hooks, inside_transaction=True) %}\n {% for hook in hooks | selectattr('transaction', 'equalto', inside_transaction) %}\n {% if not inside_transaction and loop.first %}\n {% call statement(auto_begin=inside_transaction) %}\n commit;\n {% endcall %}\n {% endif %}\n {% set rendered = render(hook.get('sql')) | trim %}\n {% if (rendered | length) > 0 %}\n {% call statement(auto_begin=inside_transaction) %}\n {{ rendered }}\n {% endcall %}\n {% endif %}\n {% endfor %}\n{% endmacro %}", + "depends_on": { "macros": ["macro.dbt.statement"] }, + "description": "", + "meta": {}, + "docs": { "show": true, "node_color": null }, + "patch_path": null, + "arguments": [], + "created_at": 1699027425.8213792, + "supported_languages": null + }, + "macro.dbt.make_hook_config": { + "name": "make_hook_config", + "resource_type": "macro", + "package_name": "dbt", + "path": "macros/materializations/hooks.sql", + "original_file_path": "macros/materializations/hooks.sql", + "unique_id": "macro.dbt.make_hook_config", + "macro_sql": "{% macro make_hook_config(sql, inside_transaction) %}\n {{ tojson({\"sql\": sql, \"transaction\": inside_transaction}) }}\n{% endmacro %}", + "depends_on": { "macros": [] }, + "description": "", + "meta": {}, + "docs": { "show": true, "node_color": null }, + "patch_path": null, + "arguments": [], + "created_at": 1699027425.821567, + "supported_languages": null + }, + "macro.dbt.before_begin": { + "name": "before_begin", + "resource_type": "macro", + "package_name": "dbt", + "path": "macros/materializations/hooks.sql", + "original_file_path": "macros/materializations/hooks.sql", + "unique_id": "macro.dbt.before_begin", + "macro_sql": "{% macro before_begin(sql) %}\n {{ make_hook_config(sql, inside_transaction=False) }}\n{% endmacro %}", + "depends_on": { "macros": ["macro.dbt.make_hook_config"] }, + "description": "", + "meta": {}, + "docs": { "show": true, "node_color": null }, + "patch_path": null, + "arguments": [], + "created_at": 1699027425.821711, + "supported_languages": null + }, + "macro.dbt.in_transaction": { + "name": "in_transaction", + "resource_type": "macro", + "package_name": "dbt", + "path": "macros/materializations/hooks.sql", + "original_file_path": "macros/materializations/hooks.sql", + "unique_id": "macro.dbt.in_transaction", + "macro_sql": "{% macro in_transaction(sql) %}\n {{ make_hook_config(sql, inside_transaction=True) }}\n{% endmacro %}", + "depends_on": { "macros": ["macro.dbt.make_hook_config"] }, + "description": "", + "meta": {}, + "docs": { "show": true, "node_color": null }, + "patch_path": null, + "arguments": [], + "created_at": 1699027425.821845, + "supported_languages": null + }, + "macro.dbt.after_commit": { + "name": "after_commit", + "resource_type": "macro", + "package_name": "dbt", + "path": "macros/materializations/hooks.sql", + "original_file_path": "macros/materializations/hooks.sql", + "unique_id": "macro.dbt.after_commit", + "macro_sql": "{% macro after_commit(sql) %}\n {{ make_hook_config(sql, inside_transaction=False) }}\n{% endmacro %}", + "depends_on": { "macros": ["macro.dbt.make_hook_config"] }, + "description": "", + "meta": {}, + "docs": { "show": true, "node_color": null }, + "patch_path": null, + "arguments": [], + "created_at": 1699027425.821981, + "supported_languages": null + }, + "macro.dbt.set_sql_header": { + "name": "set_sql_header", + "resource_type": "macro", + "package_name": "dbt", + "path": "macros/materializations/configs.sql", + "original_file_path": "macros/materializations/configs.sql", + "unique_id": "macro.dbt.set_sql_header", + "macro_sql": "{% macro set_sql_header(config) -%}\n {{ config.set('sql_header', caller()) }}\n{%- endmacro %}", + "depends_on": { "macros": [] }, + "description": "", + "meta": {}, + "docs": { "show": true, "node_color": null }, + "patch_path": null, + "arguments": [], + "created_at": 1699027425.822332, + "supported_languages": null + }, + "macro.dbt.should_full_refresh": { + "name": "should_full_refresh", + "resource_type": "macro", + "package_name": "dbt", + "path": "macros/materializations/configs.sql", + "original_file_path": "macros/materializations/configs.sql", + "unique_id": "macro.dbt.should_full_refresh", + "macro_sql": "{% macro should_full_refresh() %}\n {% set config_full_refresh = config.get('full_refresh') %}\n {% if config_full_refresh is none %}\n {% set config_full_refresh = flags.FULL_REFRESH %}\n {% endif %}\n {% do return(config_full_refresh) %}\n{% endmacro %}", + "depends_on": { "macros": [] }, + "description": "", + "meta": {}, + "docs": { "show": true, "node_color": null }, + "patch_path": null, + "arguments": [], + "created_at": 1699027425.822624, + "supported_languages": null + }, + "macro.dbt.should_store_failures": { + "name": "should_store_failures", + "resource_type": "macro", + "package_name": "dbt", + "path": "macros/materializations/configs.sql", + "original_file_path": "macros/materializations/configs.sql", + "unique_id": "macro.dbt.should_store_failures", + "macro_sql": "{% macro should_store_failures() %}\n {% set config_store_failures = config.get('store_failures') %}\n {% if config_store_failures is none %}\n {% set config_store_failures = flags.STORE_FAILURES %}\n {% endif %}\n {% do return(config_store_failures) %}\n{% endmacro %}", + "depends_on": { "macros": [] }, + "description": "", + "meta": {}, + "docs": { "show": true, "node_color": null }, + "patch_path": null, + "arguments": [], + "created_at": 1699027425.822934, + "supported_languages": null + }, + "macro.dbt.snapshot_merge_sql": { + "name": "snapshot_merge_sql", + "resource_type": "macro", + "package_name": "dbt", + "path": "macros/materializations/snapshots/snapshot_merge.sql", + "original_file_path": "macros/materializations/snapshots/snapshot_merge.sql", + "unique_id": "macro.dbt.snapshot_merge_sql", + "macro_sql": "{% macro snapshot_merge_sql(target, source, insert_cols) -%}\n {{ adapter.dispatch('snapshot_merge_sql', 'dbt')(target, source, insert_cols) }}\n{%- endmacro %}", + "depends_on": { + "macros": ["macro.dbt_snowflake.snowflake__snapshot_merge_sql"] + }, + "description": "", + "meta": {}, + "docs": { "show": true, "node_color": null }, + "patch_path": null, + "arguments": [], + "created_at": 1699027425.823348, + "supported_languages": null + }, + "macro.dbt.default__snapshot_merge_sql": { + "name": "default__snapshot_merge_sql", + "resource_type": "macro", + "package_name": "dbt", + "path": "macros/materializations/snapshots/snapshot_merge.sql", + "original_file_path": "macros/materializations/snapshots/snapshot_merge.sql", + "unique_id": "macro.dbt.default__snapshot_merge_sql", + "macro_sql": "{% macro default__snapshot_merge_sql(target, source, insert_cols) -%}\n {%- set insert_cols_csv = insert_cols | join(', ') -%}\n\n merge into {{ target }} as DBT_INTERNAL_DEST\n using {{ source }} as DBT_INTERNAL_SOURCE\n on DBT_INTERNAL_SOURCE.dbt_scd_id = DBT_INTERNAL_DEST.dbt_scd_id\n\n when matched\n and DBT_INTERNAL_DEST.dbt_valid_to is null\n and DBT_INTERNAL_SOURCE.dbt_change_type in ('update', 'delete')\n then update\n set dbt_valid_to = DBT_INTERNAL_SOURCE.dbt_valid_to\n\n when not matched\n and DBT_INTERNAL_SOURCE.dbt_change_type = 'insert'\n then insert ({{ insert_cols_csv }})\n values ({{ insert_cols_csv }})\n\n{% endmacro %}", + "depends_on": { "macros": [] }, + "description": "", + "meta": {}, + "docs": { "show": true, "node_color": null }, + "patch_path": null, + "arguments": [], + "created_at": 1699027425.823607, + "supported_languages": null + }, + "macro.dbt.strategy_dispatch": { + "name": "strategy_dispatch", + "resource_type": "macro", + "package_name": "dbt", + "path": "macros/materializations/snapshots/strategies.sql", + "original_file_path": "macros/materializations/snapshots/strategies.sql", + "unique_id": "macro.dbt.strategy_dispatch", + "macro_sql": "{% macro strategy_dispatch(name) -%}\n{% set original_name = name %}\n {% if '.' in name %}\n {% set package_name, name = name.split(\".\", 1) %}\n {% else %}\n {% set package_name = none %}\n {% endif %}\n\n {% if package_name is none %}\n {% set package_context = context %}\n {% elif package_name in context %}\n {% set package_context = context[package_name] %}\n {% else %}\n {% set error_msg %}\n Could not find package '{{package_name}}', called with '{{original_name}}'\n {% endset %}\n {{ exceptions.raise_compiler_error(error_msg | trim) }}\n {% endif %}\n\n {%- set search_name = 'snapshot_' ~ name ~ '_strategy' -%}\n\n {% if search_name not in package_context %}\n {% set error_msg %}\n The specified strategy macro '{{name}}' was not found in package '{{ package_name }}'\n {% endset %}\n {{ exceptions.raise_compiler_error(error_msg | trim) }}\n {% endif %}\n {{ return(package_context[search_name]) }}\n{%- endmacro %}", + "depends_on": { "macros": [] }, + "description": "", + "meta": {}, + "docs": { "show": true, "node_color": null }, + "patch_path": null, + "arguments": [], + "created_at": 1699027425.826981, + "supported_languages": null + }, + "macro.dbt.snapshot_hash_arguments": { + "name": "snapshot_hash_arguments", + "resource_type": "macro", + "package_name": "dbt", + "path": "macros/materializations/snapshots/strategies.sql", + "original_file_path": "macros/materializations/snapshots/strategies.sql", + "unique_id": "macro.dbt.snapshot_hash_arguments", + "macro_sql": "{% macro snapshot_hash_arguments(args) -%}\n {{ adapter.dispatch('snapshot_hash_arguments', 'dbt')(args) }}\n{%- endmacro %}", + "depends_on": { + "macros": ["macro.dbt.default__snapshot_hash_arguments"] + }, + "description": "", + "meta": {}, + "docs": { "show": true, "node_color": null }, + "patch_path": null, + "arguments": [], + "created_at": 1699027425.827142, + "supported_languages": null + }, + "macro.dbt.default__snapshot_hash_arguments": { + "name": "default__snapshot_hash_arguments", + "resource_type": "macro", + "package_name": "dbt", + "path": "macros/materializations/snapshots/strategies.sql", + "original_file_path": "macros/materializations/snapshots/strategies.sql", + "unique_id": "macro.dbt.default__snapshot_hash_arguments", + "macro_sql": "{% macro default__snapshot_hash_arguments(args) -%}\n md5({%- for arg in args -%}\n coalesce(cast({{ arg }} as varchar ), '')\n {% if not loop.last %} || '|' || {% endif %}\n {%- endfor -%})\n{%- endmacro %}", + "depends_on": { "macros": [] }, + "description": "", + "meta": {}, + "docs": { "show": true, "node_color": null }, + "patch_path": null, + "arguments": [], + "created_at": 1699027425.827349, + "supported_languages": null + }, + "macro.dbt.snapshot_timestamp_strategy": { + "name": "snapshot_timestamp_strategy", + "resource_type": "macro", + "package_name": "dbt", + "path": "macros/materializations/snapshots/strategies.sql", + "original_file_path": "macros/materializations/snapshots/strategies.sql", + "unique_id": "macro.dbt.snapshot_timestamp_strategy", + "macro_sql": "{% macro snapshot_timestamp_strategy(node, snapshotted_rel, current_rel, config, target_exists) %}\n {% set primary_key = config['unique_key'] %}\n {% set updated_at = config['updated_at'] %}\n {% set invalidate_hard_deletes = config.get('invalidate_hard_deletes', false) %}\n\n {#/*\n The snapshot relation might not have an {{ updated_at }} value if the\n snapshot strategy is changed from `check` to `timestamp`. We\n should use a dbt-created column for the comparison in the snapshot\n table instead of assuming that the user-supplied {{ updated_at }}\n will be present in the historical data.\n\n See https://github.com/dbt-labs/dbt-core/issues/2350\n */ #}\n {% set row_changed_expr -%}\n ({{ snapshotted_rel }}.dbt_valid_from < {{ current_rel }}.{{ updated_at }})\n {%- endset %}\n\n {% set scd_id_expr = snapshot_hash_arguments([primary_key, updated_at]) %}\n\n {% do return({\n \"unique_key\": primary_key,\n \"updated_at\": updated_at,\n \"row_changed\": row_changed_expr,\n \"scd_id\": scd_id_expr,\n \"invalidate_hard_deletes\": invalidate_hard_deletes\n }) %}\n{% endmacro %}", + "depends_on": { "macros": ["macro.dbt.snapshot_hash_arguments"] }, + "description": "", + "meta": {}, + "docs": { "show": true, "node_color": null }, + "patch_path": null, + "arguments": [], + "created_at": 1699027425.828096, + "supported_languages": null + }, + "macro.dbt.snapshot_string_as_time": { + "name": "snapshot_string_as_time", + "resource_type": "macro", + "package_name": "dbt", + "path": "macros/materializations/snapshots/strategies.sql", + "original_file_path": "macros/materializations/snapshots/strategies.sql", + "unique_id": "macro.dbt.snapshot_string_as_time", + "macro_sql": "{% macro snapshot_string_as_time(timestamp) -%}\n {{ adapter.dispatch('snapshot_string_as_time', 'dbt')(timestamp) }}\n{%- endmacro %}", + "depends_on": { + "macros": [ + "macro.dbt_snowflake.snowflake__snapshot_string_as_time" + ] + }, + "description": "", + "meta": {}, + "docs": { "show": true, "node_color": null }, + "patch_path": null, + "arguments": [], + "created_at": 1699027425.828266, + "supported_languages": null + }, + "macro.dbt.default__snapshot_string_as_time": { + "name": "default__snapshot_string_as_time", + "resource_type": "macro", + "package_name": "dbt", + "path": "macros/materializations/snapshots/strategies.sql", + "original_file_path": "macros/materializations/snapshots/strategies.sql", + "unique_id": "macro.dbt.default__snapshot_string_as_time", + "macro_sql": "{% macro default__snapshot_string_as_time(timestamp) %}\n {% do exceptions.raise_not_implemented(\n 'snapshot_string_as_time macro not implemented for adapter '+adapter.type()\n ) %}\n{% endmacro %}", + "depends_on": { "macros": [] }, + "description": "", + "meta": {}, + "docs": { "show": true, "node_color": null }, + "patch_path": null, + "arguments": [], + "created_at": 1699027425.828449, + "supported_languages": null + }, + "macro.dbt.snapshot_check_all_get_existing_columns": { + "name": "snapshot_check_all_get_existing_columns", + "resource_type": "macro", + "package_name": "dbt", + "path": "macros/materializations/snapshots/strategies.sql", + "original_file_path": "macros/materializations/snapshots/strategies.sql", + "unique_id": "macro.dbt.snapshot_check_all_get_existing_columns", + "macro_sql": "{% macro snapshot_check_all_get_existing_columns(node, target_exists, check_cols_config) -%}\n {%- if not target_exists -%}\n {#-- no table yet -> return whatever the query does --#}\n {{ return((false, query_columns)) }}\n {%- endif -%}\n\n {#-- handle any schema changes --#}\n {%- set target_relation = adapter.get_relation(database=node.database, schema=node.schema, identifier=node.alias) -%}\n\n {% if check_cols_config == 'all' %}\n {%- set query_columns = get_columns_in_query(node['compiled_code']) -%}\n\n {% elif check_cols_config is iterable and (check_cols_config | length) > 0 %}\n {#-- query for proper casing/quoting, to support comparison below --#}\n {%- set select_check_cols_from_target -%}\n {#-- N.B. The whitespace below is necessary to avoid edge case issue with comments --#}\n {#-- See: https://github.com/dbt-labs/dbt-core/issues/6781 --#}\n select {{ check_cols_config | join(', ') }} from (\n {{ node['compiled_code'] }}\n ) subq\n {%- endset -%}\n {% set query_columns = get_columns_in_query(select_check_cols_from_target) %}\n\n {% else %}\n {% do exceptions.raise_compiler_error(\"Invalid value for 'check_cols': \" ~ check_cols_config) %}\n {% endif %}\n\n {%- set existing_cols = adapter.get_columns_in_relation(target_relation) | map(attribute = 'name') | list -%}\n {%- set ns = namespace() -%} {#-- handle for-loop scoping with a namespace --#}\n {%- set ns.column_added = false -%}\n\n {%- set intersection = [] -%}\n {%- for col in query_columns -%}\n {%- if col in existing_cols -%}\n {%- do intersection.append(adapter.quote(col)) -%}\n {%- else -%}\n {% set ns.column_added = true %}\n {%- endif -%}\n {%- endfor -%}\n {{ return((ns.column_added, intersection)) }}\n{%- endmacro %}", + "depends_on": { "macros": ["macro.dbt.get_columns_in_query"] }, + "description": "", + "meta": {}, + "docs": { "show": true, "node_color": null }, + "patch_path": null, + "arguments": [], + "created_at": 1699027425.8299892, + "supported_languages": null + }, + "macro.dbt.snapshot_check_strategy": { + "name": "snapshot_check_strategy", + "resource_type": "macro", + "package_name": "dbt", + "path": "macros/materializations/snapshots/strategies.sql", + "original_file_path": "macros/materializations/snapshots/strategies.sql", + "unique_id": "macro.dbt.snapshot_check_strategy", + "macro_sql": "{% macro snapshot_check_strategy(node, snapshotted_rel, current_rel, config, target_exists) %}\n {% set check_cols_config = config['check_cols'] %}\n {% set primary_key = config['unique_key'] %}\n {% set invalidate_hard_deletes = config.get('invalidate_hard_deletes', false) %}\n {% set updated_at = config.get('updated_at', snapshot_get_time()) %}\n\n {% set column_added = false %}\n\n {% set column_added, check_cols = snapshot_check_all_get_existing_columns(node, target_exists, check_cols_config) %}\n\n {%- set row_changed_expr -%}\n (\n {%- if column_added -%}\n {{ get_true_sql() }}\n {%- else -%}\n {%- for col in check_cols -%}\n {{ snapshotted_rel }}.{{ col }} != {{ current_rel }}.{{ col }}\n or\n (\n (({{ snapshotted_rel }}.{{ col }} is null) and not ({{ current_rel }}.{{ col }} is null))\n or\n ((not {{ snapshotted_rel }}.{{ col }} is null) and ({{ current_rel }}.{{ col }} is null))\n )\n {%- if not loop.last %} or {% endif -%}\n {%- endfor -%}\n {%- endif -%}\n )\n {%- endset %}\n\n {% set scd_id_expr = snapshot_hash_arguments([primary_key, updated_at]) %}\n\n {% do return({\n \"unique_key\": primary_key,\n \"updated_at\": updated_at,\n \"row_changed\": row_changed_expr,\n \"scd_id\": scd_id_expr,\n \"invalidate_hard_deletes\": invalidate_hard_deletes\n }) %}\n{% endmacro %}", + "depends_on": { + "macros": [ + "macro.dbt.snapshot_get_time", + "macro.dbt.snapshot_check_all_get_existing_columns", + "macro.dbt.get_true_sql", + "macro.dbt.snapshot_hash_arguments" + ] + }, + "description": "", + "meta": {}, + "docs": { "show": true, "node_color": null }, + "patch_path": null, + "arguments": [], + "created_at": 1699027425.831362, + "supported_languages": null + }, + "macro.dbt.create_columns": { + "name": "create_columns", + "resource_type": "macro", + "package_name": "dbt", + "path": "macros/materializations/snapshots/helpers.sql", + "original_file_path": "macros/materializations/snapshots/helpers.sql", + "unique_id": "macro.dbt.create_columns", + "macro_sql": "{% macro create_columns(relation, columns) %}\n {{ adapter.dispatch('create_columns', 'dbt')(relation, columns) }}\n{% endmacro %}", + "depends_on": { "macros": ["macro.dbt.default__create_columns"] }, + "description": "", + "meta": {}, + "docs": { "show": true, "node_color": null }, + "patch_path": null, + "arguments": [], + "created_at": 1699027425.835639, + "supported_languages": null + }, + "macro.dbt.default__create_columns": { + "name": "default__create_columns", + "resource_type": "macro", + "package_name": "dbt", + "path": "macros/materializations/snapshots/helpers.sql", + "original_file_path": "macros/materializations/snapshots/helpers.sql", + "unique_id": "macro.dbt.default__create_columns", + "macro_sql": "{% macro default__create_columns(relation, columns) %}\n {% for column in columns %}\n {% call statement() %}\n alter table {{ relation }} add column \"{{ column.name }}\" {{ column.data_type }};\n {% endcall %}\n {% endfor %}\n{% endmacro %}", + "depends_on": { "macros": ["macro.dbt.statement"] }, + "description": "", + "meta": {}, + "docs": { "show": true, "node_color": null }, + "patch_path": null, + "arguments": [], + "created_at": 1699027425.835927, + "supported_languages": null + }, + "macro.dbt.post_snapshot": { + "name": "post_snapshot", + "resource_type": "macro", + "package_name": "dbt", + "path": "macros/materializations/snapshots/helpers.sql", + "original_file_path": "macros/materializations/snapshots/helpers.sql", + "unique_id": "macro.dbt.post_snapshot", + "macro_sql": "{% macro post_snapshot(staging_relation) %}\n {{ adapter.dispatch('post_snapshot', 'dbt')(staging_relation) }}\n{% endmacro %}", + "depends_on": { "macros": ["macro.dbt.default__post_snapshot"] }, + "description": "", + "meta": {}, + "docs": { "show": true, "node_color": null }, + "patch_path": null, + "arguments": [], + "created_at": 1699027425.836096, + "supported_languages": null + }, + "macro.dbt.default__post_snapshot": { + "name": "default__post_snapshot", + "resource_type": "macro", + "package_name": "dbt", + "path": "macros/materializations/snapshots/helpers.sql", + "original_file_path": "macros/materializations/snapshots/helpers.sql", + "unique_id": "macro.dbt.default__post_snapshot", + "macro_sql": "{% macro default__post_snapshot(staging_relation) %}\n {# no-op #}\n{% endmacro %}", + "depends_on": { "macros": [] }, + "description": "", + "meta": {}, + "docs": { "show": true, "node_color": null }, + "patch_path": null, + "arguments": [], + "created_at": 1699027425.836184, + "supported_languages": null + }, + "macro.dbt.get_true_sql": { + "name": "get_true_sql", + "resource_type": "macro", + "package_name": "dbt", + "path": "macros/materializations/snapshots/helpers.sql", + "original_file_path": "macros/materializations/snapshots/helpers.sql", + "unique_id": "macro.dbt.get_true_sql", + "macro_sql": "{% macro get_true_sql() %}\n {{ adapter.dispatch('get_true_sql', 'dbt')() }}\n{% endmacro %}", + "depends_on": { "macros": ["macro.dbt.default__get_true_sql"] }, + "description": "", + "meta": {}, + "docs": { "show": true, "node_color": null }, + "patch_path": null, + "arguments": [], + "created_at": 1699027425.8363361, + "supported_languages": null + }, + "macro.dbt.default__get_true_sql": { + "name": "default__get_true_sql", + "resource_type": "macro", + "package_name": "dbt", + "path": "macros/materializations/snapshots/helpers.sql", + "original_file_path": "macros/materializations/snapshots/helpers.sql", + "unique_id": "macro.dbt.default__get_true_sql", + "macro_sql": "{% macro default__get_true_sql() %}\n {{ return('TRUE') }}\n{% endmacro %}", + "depends_on": { "macros": [] }, + "description": "", + "meta": {}, + "docs": { "show": true, "node_color": null }, + "patch_path": null, + "arguments": [], + "created_at": 1699027425.836454, + "supported_languages": null + }, + "macro.dbt.snapshot_staging_table": { + "name": "snapshot_staging_table", + "resource_type": "macro", + "package_name": "dbt", + "path": "macros/materializations/snapshots/helpers.sql", + "original_file_path": "macros/materializations/snapshots/helpers.sql", + "unique_id": "macro.dbt.snapshot_staging_table", + "macro_sql": "{% macro snapshot_staging_table(strategy, source_sql, target_relation) -%}\n {{ adapter.dispatch('snapshot_staging_table', 'dbt')(strategy, source_sql, target_relation) }}\n{% endmacro %}", + "depends_on": { + "macros": ["macro.dbt.default__snapshot_staging_table"] + }, + "description": "", + "meta": {}, + "docs": { "show": true, "node_color": null }, + "patch_path": null, + "arguments": [], + "created_at": 1699027425.8366551, + "supported_languages": null + }, + "macro.dbt.default__snapshot_staging_table": { + "name": "default__snapshot_staging_table", + "resource_type": "macro", + "package_name": "dbt", + "path": "macros/materializations/snapshots/helpers.sql", + "original_file_path": "macros/materializations/snapshots/helpers.sql", + "unique_id": "macro.dbt.default__snapshot_staging_table", + "macro_sql": "{% macro default__snapshot_staging_table(strategy, source_sql, target_relation) -%}\n\n with snapshot_query as (\n\n {{ source_sql }}\n\n ),\n\n snapshotted_data as (\n\n select *,\n {{ strategy.unique_key }} as dbt_unique_key\n\n from {{ target_relation }}\n where dbt_valid_to is null\n\n ),\n\n insertions_source_data as (\n\n select\n *,\n {{ strategy.unique_key }} as dbt_unique_key,\n {{ strategy.updated_at }} as dbt_updated_at,\n {{ strategy.updated_at }} as dbt_valid_from,\n nullif({{ strategy.updated_at }}, {{ strategy.updated_at }}) as dbt_valid_to,\n {{ strategy.scd_id }} as dbt_scd_id\n\n from snapshot_query\n ),\n\n updates_source_data as (\n\n select\n *,\n {{ strategy.unique_key }} as dbt_unique_key,\n {{ strategy.updated_at }} as dbt_updated_at,\n {{ strategy.updated_at }} as dbt_valid_from,\n {{ strategy.updated_at }} as dbt_valid_to\n\n from snapshot_query\n ),\n\n {%- if strategy.invalidate_hard_deletes %}\n\n deletes_source_data as (\n\n select\n *,\n {{ strategy.unique_key }} as dbt_unique_key\n from snapshot_query\n ),\n {% endif %}\n\n insertions as (\n\n select\n 'insert' as dbt_change_type,\n source_data.*\n\n from insertions_source_data as source_data\n left outer join snapshotted_data on snapshotted_data.dbt_unique_key = source_data.dbt_unique_key\n where snapshotted_data.dbt_unique_key is null\n or (\n snapshotted_data.dbt_unique_key is not null\n and (\n {{ strategy.row_changed }}\n )\n )\n\n ),\n\n updates as (\n\n select\n 'update' as dbt_change_type,\n source_data.*,\n snapshotted_data.dbt_scd_id\n\n from updates_source_data as source_data\n join snapshotted_data on snapshotted_data.dbt_unique_key = source_data.dbt_unique_key\n where (\n {{ strategy.row_changed }}\n )\n )\n\n {%- if strategy.invalidate_hard_deletes -%}\n ,\n\n deletes as (\n\n select\n 'delete' as dbt_change_type,\n source_data.*,\n {{ snapshot_get_time() }} as dbt_valid_from,\n {{ snapshot_get_time() }} as dbt_updated_at,\n {{ snapshot_get_time() }} as dbt_valid_to,\n snapshotted_data.dbt_scd_id\n\n from snapshotted_data\n left join deletes_source_data as source_data on snapshotted_data.dbt_unique_key = source_data.dbt_unique_key\n where source_data.dbt_unique_key is null\n )\n {%- endif %}\n\n select * from insertions\n union all\n select * from updates\n {%- if strategy.invalidate_hard_deletes %}\n union all\n select * from deletes\n {%- endif %}\n\n{%- endmacro %}", + "depends_on": { "macros": ["macro.dbt.snapshot_get_time"] }, + "description": "", + "meta": {}, + "docs": { "show": true, "node_color": null }, + "patch_path": null, + "arguments": [], + "created_at": 1699027425.8376052, + "supported_languages": null + }, + "macro.dbt.build_snapshot_table": { + "name": "build_snapshot_table", + "resource_type": "macro", + "package_name": "dbt", + "path": "macros/materializations/snapshots/helpers.sql", + "original_file_path": "macros/materializations/snapshots/helpers.sql", + "unique_id": "macro.dbt.build_snapshot_table", + "macro_sql": "{% macro build_snapshot_table(strategy, sql) -%}\n {{ adapter.dispatch('build_snapshot_table', 'dbt')(strategy, sql) }}\n{% endmacro %}", + "depends_on": { + "macros": ["macro.dbt.default__build_snapshot_table"] + }, + "description": "", + "meta": {}, + "docs": { "show": true, "node_color": null }, + "patch_path": null, + "arguments": [], + "created_at": 1699027425.837805, + "supported_languages": null + }, + "macro.dbt.default__build_snapshot_table": { + "name": "default__build_snapshot_table", + "resource_type": "macro", + "package_name": "dbt", + "path": "macros/materializations/snapshots/helpers.sql", + "original_file_path": "macros/materializations/snapshots/helpers.sql", + "unique_id": "macro.dbt.default__build_snapshot_table", + "macro_sql": "{% macro default__build_snapshot_table(strategy, sql) %}\n\n select *,\n {{ strategy.scd_id }} as dbt_scd_id,\n {{ strategy.updated_at }} as dbt_updated_at,\n {{ strategy.updated_at }} as dbt_valid_from,\n nullif({{ strategy.updated_at }}, {{ strategy.updated_at }}) as dbt_valid_to\n from (\n {{ sql }}\n ) sbq\n\n{% endmacro %}", + "depends_on": { "macros": [] }, + "description": "", + "meta": {}, + "docs": { "show": true, "node_color": null }, + "patch_path": null, + "arguments": [], + "created_at": 1699027425.838063, + "supported_languages": null + }, + "macro.dbt.build_snapshot_staging_table": { + "name": "build_snapshot_staging_table", + "resource_type": "macro", + "package_name": "dbt", + "path": "macros/materializations/snapshots/helpers.sql", + "original_file_path": "macros/materializations/snapshots/helpers.sql", + "unique_id": "macro.dbt.build_snapshot_staging_table", + "macro_sql": "{% macro build_snapshot_staging_table(strategy, sql, target_relation) %}\n {% set temp_relation = make_temp_relation(target_relation) %}\n\n {% set select = snapshot_staging_table(strategy, sql, target_relation) %}\n\n {% call statement('build_snapshot_staging_relation') %}\n {{ create_table_as(True, temp_relation, select) }}\n {% endcall %}\n\n {% do return(temp_relation) %}\n{% endmacro %}", + "depends_on": { + "macros": [ + "macro.dbt.make_temp_relation", + "macro.dbt.snapshot_staging_table", + "macro.dbt.statement", + "macro.dbt.create_table_as" + ] + }, + "description": "", + "meta": {}, + "docs": { "show": true, "node_color": null }, + "patch_path": null, + "arguments": [], + "created_at": 1699027425.8384871, + "supported_languages": null + }, + "macro.dbt.materialization_snapshot_default": { + "name": "materialization_snapshot_default", + "resource_type": "macro", + "package_name": "dbt", + "path": "macros/materializations/snapshots/snapshot.sql", + "original_file_path": "macros/materializations/snapshots/snapshot.sql", + "unique_id": "macro.dbt.materialization_snapshot_default", + "macro_sql": "{% materialization snapshot, default %}\n {%- set config = model['config'] -%}\n\n {%- set target_table = model.get('alias', model.get('name')) -%}\n\n {%- set strategy_name = config.get('strategy') -%}\n {%- set unique_key = config.get('unique_key') %}\n -- grab current tables grants config for comparision later on\n {%- set grant_config = config.get('grants') -%}\n\n {% set target_relation_exists, target_relation = get_or_create_relation(\n database=model.database,\n schema=model.schema,\n identifier=target_table,\n type='table') -%}\n\n {%- if not target_relation.is_table -%}\n {% do exceptions.relation_wrong_type(target_relation, 'table') %}\n {%- endif -%}\n\n\n {{ run_hooks(pre_hooks, inside_transaction=False) }}\n\n {{ run_hooks(pre_hooks, inside_transaction=True) }}\n\n {% set strategy_macro = strategy_dispatch(strategy_name) %}\n {% set strategy = strategy_macro(model, \"snapshotted_data\", \"source_data\", config, target_relation_exists) %}\n\n {% if not target_relation_exists %}\n\n {% set build_sql = build_snapshot_table(strategy, model['compiled_code']) %}\n {% set final_sql = create_table_as(False, target_relation, build_sql) %}\n\n {% else %}\n\n {{ adapter.valid_snapshot_target(target_relation) }}\n\n {% set staging_table = build_snapshot_staging_table(strategy, sql, target_relation) %}\n\n -- this may no-op if the database does not require column expansion\n {% do adapter.expand_target_column_types(from_relation=staging_table,\n to_relation=target_relation) %}\n\n {% set missing_columns = adapter.get_missing_columns(staging_table, target_relation)\n | rejectattr('name', 'equalto', 'dbt_change_type')\n | rejectattr('name', 'equalto', 'DBT_CHANGE_TYPE')\n | rejectattr('name', 'equalto', 'dbt_unique_key')\n | rejectattr('name', 'equalto', 'DBT_UNIQUE_KEY')\n | list %}\n\n {% do create_columns(target_relation, missing_columns) %}\n\n {% set source_columns = adapter.get_columns_in_relation(staging_table)\n | rejectattr('name', 'equalto', 'dbt_change_type')\n | rejectattr('name', 'equalto', 'DBT_CHANGE_TYPE')\n | rejectattr('name', 'equalto', 'dbt_unique_key')\n | rejectattr('name', 'equalto', 'DBT_UNIQUE_KEY')\n | list %}\n\n {% set quoted_source_columns = [] %}\n {% for column in source_columns %}\n {% do quoted_source_columns.append(adapter.quote(column.name)) %}\n {% endfor %}\n\n {% set final_sql = snapshot_merge_sql(\n target = target_relation,\n source = staging_table,\n insert_cols = quoted_source_columns\n )\n %}\n\n {% endif %}\n\n {% call statement('main') %}\n {{ final_sql }}\n {% endcall %}\n\n {% set should_revoke = should_revoke(target_relation_exists, full_refresh_mode=False) %}\n {% do apply_grants(target_relation, grant_config, should_revoke=should_revoke) %}\n\n {% do persist_docs(target_relation, model) %}\n\n {% if not target_relation_exists %}\n {% do create_indexes(target_relation) %}\n {% endif %}\n\n {{ run_hooks(post_hooks, inside_transaction=True) }}\n\n {{ adapter.commit() }}\n\n {% if staging_table is defined %}\n {% do post_snapshot(staging_table) %}\n {% endif %}\n\n {{ run_hooks(post_hooks, inside_transaction=False) }}\n\n {{ return({'relations': [target_relation]}) }}\n\n{% endmaterialization %}", + "depends_on": { + "macros": [ + "macro.dbt.get_or_create_relation", + "macro.dbt.run_hooks", + "macro.dbt.strategy_dispatch", + "macro.dbt.build_snapshot_table", + "macro.dbt.create_table_as", + "macro.dbt.build_snapshot_staging_table", + "macro.dbt.create_columns", + "macro.dbt.snapshot_merge_sql", + "macro.dbt.statement", + "macro.dbt.should_revoke", + "macro.dbt.apply_grants", + "macro.dbt.persist_docs", + "macro.dbt.create_indexes", + "macro.dbt.post_snapshot" + ] + }, + "description": "", + "meta": {}, + "docs": { "show": true, "node_color": null }, + "patch_path": null, + "arguments": [], + "created_at": 1699027425.844969, + "supported_languages": ["sql"] + }, + "macro.dbt.materialization_test_default": { + "name": "materialization_test_default", + "resource_type": "macro", + "package_name": "dbt", + "path": "macros/materializations/tests/test.sql", + "original_file_path": "macros/materializations/tests/test.sql", + "unique_id": "macro.dbt.materialization_test_default", + "macro_sql": "{%- materialization test, default -%}\n\n {% set relations = [] %}\n\n {% if should_store_failures() %}\n\n {% set identifier = model['alias'] %}\n {% set old_relation = adapter.get_relation(database=database, schema=schema, identifier=identifier) %}\n\n {% set store_failures_as = config.get('store_failures_as') %}\n -- if `--store-failures` is invoked via command line and `store_failures_as` is not set,\n -- config.get('store_failures_as', 'table') returns None, not 'table'\n {% if store_failures_as == none %}{% set store_failures_as = 'table' %}{% endif %}\n {% if store_failures_as not in ['table', 'view'] %}\n {{ exceptions.raise_compiler_error(\n \"'\" ~ store_failures_as ~ \"' is not a valid value for `store_failures_as`. \"\n \"Accepted values are: ['ephemeral', 'table', 'view']\"\n ) }}\n {% endif %}\n\n {% set target_relation = api.Relation.create(\n identifier=identifier, schema=schema, database=database, type=store_failures_as) -%} %}\n\n {% if old_relation %}\n {% do adapter.drop_relation(old_relation) %}\n {% endif %}\n\n {% call statement(auto_begin=True) %}\n {{ get_create_sql(target_relation, sql) }}\n {% endcall %}\n\n {% do relations.append(target_relation) %}\n\n {% set main_sql %}\n select *\n from {{ target_relation }}\n {% endset %}\n\n {{ adapter.commit() }}\n\n {% else %}\n\n {% set main_sql = sql %}\n\n {% endif %}\n\n {% set limit = config.get('limit') %}\n {% set fail_calc = config.get('fail_calc') %}\n {% set warn_if = config.get('warn_if') %}\n {% set error_if = config.get('error_if') %}\n\n {% call statement('main', fetch_result=True) -%}\n\n {{ get_test_sql(main_sql, fail_calc, warn_if, error_if, limit)}}\n\n {%- endcall %}\n\n {{ return({'relations': relations}) }}\n\n{%- endmaterialization -%}", + "depends_on": { + "macros": [ + "macro.dbt.should_store_failures", + "macro.dbt.statement", + "macro.dbt.get_create_sql", + "macro.dbt.get_test_sql" + ] + }, + "description": "", + "meta": {}, + "docs": { "show": true, "node_color": null }, + "patch_path": null, + "arguments": [], + "created_at": 1699027425.847668, + "supported_languages": ["sql"] + }, + "macro.dbt.get_test_sql": { + "name": "get_test_sql", + "resource_type": "macro", + "package_name": "dbt", + "path": "macros/materializations/tests/helpers.sql", + "original_file_path": "macros/materializations/tests/helpers.sql", + "unique_id": "macro.dbt.get_test_sql", + "macro_sql": "{% macro get_test_sql(main_sql, fail_calc, warn_if, error_if, limit) -%}\n {{ adapter.dispatch('get_test_sql', 'dbt')(main_sql, fail_calc, warn_if, error_if, limit) }}\n{%- endmacro %}", + "depends_on": { "macros": ["macro.dbt.default__get_test_sql"] }, + "description": "", + "meta": {}, + "docs": { "show": true, "node_color": null }, + "patch_path": null, + "arguments": [], + "created_at": 1699027425.8481212, + "supported_languages": null + }, + "macro.dbt.default__get_test_sql": { + "name": "default__get_test_sql", + "resource_type": "macro", + "package_name": "dbt", + "path": "macros/materializations/tests/helpers.sql", + "original_file_path": "macros/materializations/tests/helpers.sql", + "unique_id": "macro.dbt.default__get_test_sql", + "macro_sql": "{% macro default__get_test_sql(main_sql, fail_calc, warn_if, error_if, limit) -%}\n select\n {{ fail_calc }} as failures,\n {{ fail_calc }} {{ warn_if }} as should_warn,\n {{ fail_calc }} {{ error_if }} as should_error\n from (\n {{ main_sql }}\n {{ \"limit \" ~ limit if limit != none }}\n ) dbt_internal_test\n{%- endmacro %}", + "depends_on": { "macros": [] }, + "description": "", + "meta": {}, + "docs": { "show": true, "node_color": null }, + "patch_path": null, + "arguments": [], + "created_at": 1699027425.8484092, + "supported_languages": null + }, + "macro.dbt.get_where_subquery": { + "name": "get_where_subquery", + "resource_type": "macro", + "package_name": "dbt", + "path": "macros/materializations/tests/where_subquery.sql", + "original_file_path": "macros/materializations/tests/where_subquery.sql", + "unique_id": "macro.dbt.get_where_subquery", + "macro_sql": "{% macro get_where_subquery(relation) -%}\n {% do return(adapter.dispatch('get_where_subquery', 'dbt')(relation)) %}\n{%- endmacro %}", + "depends_on": { + "macros": ["macro.dbt.default__get_where_subquery"] + }, + "description": "", + "meta": {}, + "docs": { "show": true, "node_color": null }, + "patch_path": null, + "arguments": [], + "created_at": 1699027425.8488069, + "supported_languages": null + }, + "macro.dbt.default__get_where_subquery": { + "name": "default__get_where_subquery", + "resource_type": "macro", + "package_name": "dbt", + "path": "macros/materializations/tests/where_subquery.sql", + "original_file_path": "macros/materializations/tests/where_subquery.sql", + "unique_id": "macro.dbt.default__get_where_subquery", + "macro_sql": "{% macro default__get_where_subquery(relation) -%}\n {% set where = config.get('where', '') %}\n {% if where %}\n {%- set filtered -%}\n (select * from {{ relation }} where {{ where }}) dbt_subquery\n {%- endset -%}\n {% do return(filtered) %}\n {%- else -%}\n {% do return(relation) %}\n {%- endif -%}\n{%- endmacro %}", + "depends_on": { "macros": [] }, + "description": "", + "meta": {}, + "docs": { "show": true, "node_color": null }, + "patch_path": null, + "arguments": [], + "created_at": 1699027425.8492, + "supported_languages": null + }, + "macro.dbt.materialization_materialized_view_default": { + "name": "materialization_materialized_view_default", + "resource_type": "macro", + "package_name": "dbt", + "path": "macros/materializations/models/materialized_view.sql", + "original_file_path": "macros/materializations/models/materialized_view.sql", + "unique_id": "macro.dbt.materialization_materialized_view_default", + "macro_sql": "{% materialization materialized_view, default %}\n {% set existing_relation = load_cached_relation(this) %}\n {% set target_relation = this.incorporate(type=this.MaterializedView) %}\n {% set intermediate_relation = make_intermediate_relation(target_relation) %}\n {% set backup_relation_type = target_relation.MaterializedView if existing_relation is none else existing_relation.type %}\n {% set backup_relation = make_backup_relation(target_relation, backup_relation_type) %}\n\n {{ materialized_view_setup(backup_relation, intermediate_relation, pre_hooks) }}\n\n {% set build_sql = materialized_view_get_build_sql(existing_relation, target_relation, backup_relation, intermediate_relation) %}\n\n {% if build_sql == '' %}\n {{ materialized_view_execute_no_op(target_relation) }}\n {% else %}\n {{ materialized_view_execute_build_sql(build_sql, existing_relation, target_relation, post_hooks) }}\n {% endif %}\n\n {{ materialized_view_teardown(backup_relation, intermediate_relation, post_hooks) }}\n\n {{ return({'relations': [target_relation]}) }}\n\n{% endmaterialization %}", + "depends_on": { + "macros": [ + "macro.dbt.load_cached_relation", + "macro.dbt.make_intermediate_relation", + "macro.dbt.make_backup_relation", + "macro.dbt.materialized_view_setup", + "macro.dbt.materialized_view_get_build_sql", + "macro.dbt.materialized_view_execute_no_op", + "macro.dbt.materialized_view_execute_build_sql", + "macro.dbt.materialized_view_teardown" + ] + }, + "description": "", + "meta": {}, + "docs": { "show": true, "node_color": null }, + "patch_path": null, + "arguments": [], + "created_at": 1699027425.854089, + "supported_languages": ["sql"] + }, + "macro.dbt.materialized_view_setup": { + "name": "materialized_view_setup", + "resource_type": "macro", + "package_name": "dbt", + "path": "macros/materializations/models/materialized_view.sql", + "original_file_path": "macros/materializations/models/materialized_view.sql", + "unique_id": "macro.dbt.materialized_view_setup", + "macro_sql": "{% macro materialized_view_setup(backup_relation, intermediate_relation, pre_hooks) %}\n\n -- backup_relation and intermediate_relation should not already exist in the database\n -- it's possible these exist because of a previous run that exited unexpectedly\n {% set preexisting_backup_relation = load_cached_relation(backup_relation) %}\n {% set preexisting_intermediate_relation = load_cached_relation(intermediate_relation) %}\n\n -- drop the temp relations if they exist already in the database\n {{ drop_relation_if_exists(preexisting_backup_relation) }}\n {{ drop_relation_if_exists(preexisting_intermediate_relation) }}\n\n {{ run_hooks(pre_hooks, inside_transaction=False) }}\n\n{% endmacro %}", + "depends_on": { + "macros": [ + "macro.dbt.load_cached_relation", + "macro.dbt.drop_relation_if_exists", + "macro.dbt.run_hooks" + ] + }, + "description": "", + "meta": {}, + "docs": { "show": true, "node_color": null }, + "patch_path": null, + "arguments": [], + "created_at": 1699027425.854455, + "supported_languages": null + }, + "macro.dbt.materialized_view_teardown": { + "name": "materialized_view_teardown", + "resource_type": "macro", + "package_name": "dbt", + "path": "macros/materializations/models/materialized_view.sql", + "original_file_path": "macros/materializations/models/materialized_view.sql", + "unique_id": "macro.dbt.materialized_view_teardown", + "macro_sql": "{% macro materialized_view_teardown(backup_relation, intermediate_relation, post_hooks) %}\n\n -- drop the temp relations if they exist to leave the database clean for the next run\n {{ drop_relation_if_exists(backup_relation) }}\n {{ drop_relation_if_exists(intermediate_relation) }}\n\n {{ run_hooks(post_hooks, inside_transaction=False) }}\n\n{% endmacro %}", + "depends_on": { + "macros": [ + "macro.dbt.drop_relation_if_exists", + "macro.dbt.run_hooks" + ] + }, + "description": "", + "meta": {}, + "docs": { "show": true, "node_color": null }, + "patch_path": null, + "arguments": [], + "created_at": 1699027425.854692, + "supported_languages": null + }, + "macro.dbt.materialized_view_get_build_sql": { + "name": "materialized_view_get_build_sql", + "resource_type": "macro", + "package_name": "dbt", + "path": "macros/materializations/models/materialized_view.sql", + "original_file_path": "macros/materializations/models/materialized_view.sql", + "unique_id": "macro.dbt.materialized_view_get_build_sql", + "macro_sql": "{% macro materialized_view_get_build_sql(existing_relation, target_relation, backup_relation, intermediate_relation) %}\n\n {% set full_refresh_mode = should_full_refresh() %}\n\n -- determine the scenario we're in: create, full_refresh, alter, refresh data\n {% if existing_relation is none %}\n {% set build_sql = get_create_materialized_view_as_sql(target_relation, sql) %}\n {% elif full_refresh_mode or not existing_relation.is_materialized_view %}\n {% set build_sql = get_replace_sql(existing_relation, target_relation, sql) %}\n {% else %}\n\n -- get config options\n {% set on_configuration_change = config.get('on_configuration_change') %}\n {% set configuration_changes = get_materialized_view_configuration_changes(existing_relation, config) %}\n\n {% if configuration_changes is none %}\n {% set build_sql = refresh_materialized_view(target_relation) %}\n\n {% elif on_configuration_change == 'apply' %}\n {% set build_sql = get_alter_materialized_view_as_sql(target_relation, configuration_changes, sql, existing_relation, backup_relation, intermediate_relation) %}\n {% elif on_configuration_change == 'continue' %}\n {% set build_sql = '' %}\n {{ exceptions.warn(\"Configuration changes were identified and `on_configuration_change` was set to `continue` for `\" ~ target_relation ~ \"`\") }}\n {% elif on_configuration_change == 'fail' %}\n {{ exceptions.raise_fail_fast_error(\"Configuration changes were identified and `on_configuration_change` was set to `fail` for `\" ~ target_relation ~ \"`\") }}\n\n {% else %}\n -- this only happens if the user provides a value other than `apply`, 'skip', 'fail'\n {{ exceptions.raise_compiler_error(\"Unexpected configuration scenario\") }}\n\n {% endif %}\n\n {% endif %}\n\n {% do return(build_sql) %}\n\n{% endmacro %}", + "depends_on": { + "macros": [ + "macro.dbt.should_full_refresh", + "macro.dbt.get_create_materialized_view_as_sql", + "macro.dbt.get_replace_sql", + "macro.dbt.get_materialized_view_configuration_changes", + "macro.dbt.refresh_materialized_view", + "macro.dbt.get_alter_materialized_view_as_sql" + ] + }, + "description": "", + "meta": {}, + "docs": { "show": true, "node_color": null }, + "patch_path": null, + "arguments": [], + "created_at": 1699027425.8561091, + "supported_languages": null + }, + "macro.dbt.materialized_view_execute_no_op": { + "name": "materialized_view_execute_no_op", + "resource_type": "macro", + "package_name": "dbt", + "path": "macros/materializations/models/materialized_view.sql", + "original_file_path": "macros/materializations/models/materialized_view.sql", + "unique_id": "macro.dbt.materialized_view_execute_no_op", + "macro_sql": "{% macro materialized_view_execute_no_op(target_relation) %}\n {% do store_raw_result(\n name=\"main\",\n message=\"skip \" ~ target_relation,\n code=\"skip\",\n rows_affected=\"-1\"\n ) %}\n{% endmacro %}", + "depends_on": { "macros": [] }, + "description": "", + "meta": {}, + "docs": { "show": true, "node_color": null }, + "patch_path": null, + "arguments": [], + "created_at": 1699027425.856349, + "supported_languages": null + }, + "macro.dbt.materialized_view_execute_build_sql": { + "name": "materialized_view_execute_build_sql", + "resource_type": "macro", + "package_name": "dbt", + "path": "macros/materializations/models/materialized_view.sql", + "original_file_path": "macros/materializations/models/materialized_view.sql", + "unique_id": "macro.dbt.materialized_view_execute_build_sql", + "macro_sql": "{% macro materialized_view_execute_build_sql(build_sql, existing_relation, target_relation, post_hooks) %}\n\n -- `BEGIN` happens here:\n {{ run_hooks(pre_hooks, inside_transaction=True) }}\n\n {% set grant_config = config.get('grants') %}\n\n {% call statement(name=\"main\") %}\n {{ build_sql }}\n {% endcall %}\n\n {% set should_revoke = should_revoke(existing_relation, full_refresh_mode=True) %}\n {% do apply_grants(target_relation, grant_config, should_revoke=should_revoke) %}\n\n {% do persist_docs(target_relation, model) %}\n\n {{ run_hooks(post_hooks, inside_transaction=True) }}\n\n {{ adapter.commit() }}\n\n{% endmacro %}", + "depends_on": { + "macros": [ + "macro.dbt.run_hooks", + "macro.dbt.statement", + "macro.dbt.should_revoke", + "macro.dbt.apply_grants", + "macro.dbt.persist_docs" + ] + }, + "description": "", + "meta": {}, + "docs": { "show": true, "node_color": null }, + "patch_path": null, + "arguments": [], + "created_at": 1699027425.857002, + "supported_languages": null + }, + "macro.dbt.materialization_view_default": { + "name": "materialization_view_default", + "resource_type": "macro", + "package_name": "dbt", + "path": "macros/materializations/models/view.sql", + "original_file_path": "macros/materializations/models/view.sql", + "unique_id": "macro.dbt.materialization_view_default", + "macro_sql": "{%- materialization view, default -%}\n\n {%- set existing_relation = load_cached_relation(this) -%}\n {%- set target_relation = this.incorporate(type='view') -%}\n {%- set intermediate_relation = make_intermediate_relation(target_relation) -%}\n\n -- the intermediate_relation should not already exist in the database; get_relation\n -- will return None in that case. Otherwise, we get a relation that we can drop\n -- later, before we try to use this name for the current operation\n {%- set preexisting_intermediate_relation = load_cached_relation(intermediate_relation) -%}\n /*\n This relation (probably) doesn't exist yet. If it does exist, it's a leftover from\n a previous run, and we're going to try to drop it immediately. At the end of this\n materialization, we're going to rename the \"existing_relation\" to this identifier,\n and then we're going to drop it. In order to make sure we run the correct one of:\n - drop view ...\n - drop table ...\n\n We need to set the type of this relation to be the type of the existing_relation, if it exists,\n or else \"view\" as a sane default if it does not. Note that if the existing_relation does not\n exist, then there is nothing to move out of the way and subsequentally drop. In that case,\n this relation will be effectively unused.\n */\n {%- set backup_relation_type = 'view' if existing_relation is none else existing_relation.type -%}\n {%- set backup_relation = make_backup_relation(target_relation, backup_relation_type) -%}\n -- as above, the backup_relation should not already exist\n {%- set preexisting_backup_relation = load_cached_relation(backup_relation) -%}\n -- grab current tables grants config for comparision later on\n {% set grant_config = config.get('grants') %}\n\n {{ run_hooks(pre_hooks, inside_transaction=False) }}\n\n -- drop the temp relations if they exist already in the database\n {{ drop_relation_if_exists(preexisting_intermediate_relation) }}\n {{ drop_relation_if_exists(preexisting_backup_relation) }}\n\n -- `BEGIN` happens here:\n {{ run_hooks(pre_hooks, inside_transaction=True) }}\n\n -- build model\n {% call statement('main') -%}\n {{ get_create_view_as_sql(intermediate_relation, sql) }}\n {%- endcall %}\n\n -- cleanup\n -- move the existing view out of the way\n {% if existing_relation is not none %}\n /* Do the equivalent of rename_if_exists. 'existing_relation' could have been dropped\n since the variable was first set. */\n {% set existing_relation = load_cached_relation(existing_relation) %}\n {% if existing_relation is not none %}\n {{ adapter.rename_relation(existing_relation, backup_relation) }}\n {% endif %}\n {% endif %}\n {{ adapter.rename_relation(intermediate_relation, target_relation) }}\n\n {% set should_revoke = should_revoke(existing_relation, full_refresh_mode=True) %}\n {% do apply_grants(target_relation, grant_config, should_revoke=should_revoke) %}\n\n {% do persist_docs(target_relation, model) %}\n\n {{ run_hooks(post_hooks, inside_transaction=True) }}\n\n {{ adapter.commit() }}\n\n {{ drop_relation_if_exists(backup_relation) }}\n\n {{ run_hooks(post_hooks, inside_transaction=False) }}\n\n {{ return({'relations': [target_relation]}) }}\n\n{%- endmaterialization -%}", + "depends_on": { + "macros": [ + "macro.dbt.load_cached_relation", + "macro.dbt.make_intermediate_relation", + "macro.dbt.make_backup_relation", + "macro.dbt.run_hooks", + "macro.dbt.drop_relation_if_exists", + "macro.dbt.statement", + "macro.dbt.get_create_view_as_sql", + "macro.dbt.should_revoke", + "macro.dbt.apply_grants", + "macro.dbt.persist_docs" + ] + }, + "description": "", + "meta": {}, + "docs": { "show": true, "node_color": null }, + "patch_path": null, + "arguments": [], + "created_at": 1699027425.86002, + "supported_languages": ["sql"] + }, + "macro.dbt.materialization_table_default": { + "name": "materialization_table_default", + "resource_type": "macro", + "package_name": "dbt", + "path": "macros/materializations/models/table.sql", + "original_file_path": "macros/materializations/models/table.sql", + "unique_id": "macro.dbt.materialization_table_default", + "macro_sql": "{% materialization table, default %}\n\n {%- set existing_relation = load_cached_relation(this) -%}\n {%- set target_relation = this.incorporate(type='table') %}\n {%- set intermediate_relation = make_intermediate_relation(target_relation) -%}\n -- the intermediate_relation should not already exist in the database; get_relation\n -- will return None in that case. Otherwise, we get a relation that we can drop\n -- later, before we try to use this name for the current operation\n {%- set preexisting_intermediate_relation = load_cached_relation(intermediate_relation) -%}\n /*\n See ../view/view.sql for more information about this relation.\n */\n {%- set backup_relation_type = 'table' if existing_relation is none else existing_relation.type -%}\n {%- set backup_relation = make_backup_relation(target_relation, backup_relation_type) -%}\n -- as above, the backup_relation should not already exist\n {%- set preexisting_backup_relation = load_cached_relation(backup_relation) -%}\n -- grab current tables grants config for comparision later on\n {% set grant_config = config.get('grants') %}\n\n -- drop the temp relations if they exist already in the database\n {{ drop_relation_if_exists(preexisting_intermediate_relation) }}\n {{ drop_relation_if_exists(preexisting_backup_relation) }}\n\n {{ run_hooks(pre_hooks, inside_transaction=False) }}\n\n -- `BEGIN` happens here:\n {{ run_hooks(pre_hooks, inside_transaction=True) }}\n\n -- build model\n {% call statement('main') -%}\n {{ get_create_table_as_sql(False, intermediate_relation, sql) }}\n {%- endcall %}\n\n -- cleanup\n {% if existing_relation is not none %}\n /* Do the equivalent of rename_if_exists. 'existing_relation' could have been dropped\n since the variable was first set. */\n {% set existing_relation = load_cached_relation(existing_relation) %}\n {% if existing_relation is not none %}\n {{ adapter.rename_relation(existing_relation, backup_relation) }}\n {% endif %}\n {% endif %}\n\n {{ adapter.rename_relation(intermediate_relation, target_relation) }}\n\n {% do create_indexes(target_relation) %}\n\n {{ run_hooks(post_hooks, inside_transaction=True) }}\n\n {% set should_revoke = should_revoke(existing_relation, full_refresh_mode=True) %}\n {% do apply_grants(target_relation, grant_config, should_revoke=should_revoke) %}\n\n {% do persist_docs(target_relation, model) %}\n\n -- `COMMIT` happens here\n {{ adapter.commit() }}\n\n -- finally, drop the existing/backup relation after the commit\n {{ drop_relation_if_exists(backup_relation) }}\n\n {{ run_hooks(post_hooks, inside_transaction=False) }}\n\n {{ return({'relations': [target_relation]}) }}\n{% endmaterialization %}", + "depends_on": { + "macros": [ + "macro.dbt.load_cached_relation", + "macro.dbt.make_intermediate_relation", + "macro.dbt.make_backup_relation", + "macro.dbt.drop_relation_if_exists", + "macro.dbt.run_hooks", + "macro.dbt.statement", + "macro.dbt.get_create_table_as_sql", + "macro.dbt.create_indexes", + "macro.dbt.should_revoke", + "macro.dbt.apply_grants", + "macro.dbt.persist_docs" + ] + }, + "description": "", + "meta": {}, + "docs": { "show": true, "node_color": null }, + "patch_path": null, + "arguments": [], + "created_at": 1699027425.863192, + "supported_languages": ["sql"] + }, + "macro.dbt.get_quoted_csv": { + "name": "get_quoted_csv", + "resource_type": "macro", + "package_name": "dbt", + "path": "macros/materializations/models/incremental/column_helpers.sql", + "original_file_path": "macros/materializations/models/incremental/column_helpers.sql", + "unique_id": "macro.dbt.get_quoted_csv", + "macro_sql": "{% macro get_quoted_csv(column_names) %}\n\n {% set quoted = [] %}\n {% for col in column_names -%}\n {%- do quoted.append(adapter.quote(col)) -%}\n {%- endfor %}\n\n {%- set dest_cols_csv = quoted | join(', ') -%}\n {{ return(dest_cols_csv) }}\n\n{% endmacro %}", + "depends_on": { "macros": [] }, + "description": "", + "meta": {}, + "docs": { "show": true, "node_color": null }, + "patch_path": null, + "arguments": [], + "created_at": 1699027425.864737, + "supported_languages": null + }, + "macro.dbt.diff_columns": { + "name": "diff_columns", + "resource_type": "macro", + "package_name": "dbt", + "path": "macros/materializations/models/incremental/column_helpers.sql", + "original_file_path": "macros/materializations/models/incremental/column_helpers.sql", + "unique_id": "macro.dbt.diff_columns", + "macro_sql": "{% macro diff_columns(source_columns, target_columns) %}\n\n {% set result = [] %}\n {% set source_names = source_columns | map(attribute = 'column') | list %}\n {% set target_names = target_columns | map(attribute = 'column') | list %}\n\n {# --check whether the name attribute exists in the target - this does not perform a data type check #}\n {% for sc in source_columns %}\n {% if sc.name not in target_names %}\n {{ result.append(sc) }}\n {% endif %}\n {% endfor %}\n\n {{ return(result) }}\n\n{% endmacro %}", + "depends_on": { "macros": [] }, + "description": "", + "meta": {}, + "docs": { "show": true, "node_color": null }, + "patch_path": null, + "arguments": [], + "created_at": 1699027425.8652601, + "supported_languages": null + }, + "macro.dbt.diff_column_data_types": { + "name": "diff_column_data_types", + "resource_type": "macro", + "package_name": "dbt", + "path": "macros/materializations/models/incremental/column_helpers.sql", + "original_file_path": "macros/materializations/models/incremental/column_helpers.sql", + "unique_id": "macro.dbt.diff_column_data_types", + "macro_sql": "{% macro diff_column_data_types(source_columns, target_columns) %}\n\n {% set result = [] %}\n {% for sc in source_columns %}\n {% set tc = target_columns | selectattr(\"name\", \"equalto\", sc.name) | list | first %}\n {% if tc %}\n {% if sc.data_type != tc.data_type and not sc.can_expand_to(other_column=tc) %}\n {{ result.append( { 'column_name': tc.name, 'new_type': sc.data_type } ) }}\n {% endif %}\n {% endif %}\n {% endfor %}\n\n {{ return(result) }}\n\n{% endmacro %}", + "depends_on": { "macros": [] }, + "description": "", + "meta": {}, + "docs": { "show": true, "node_color": null }, + "patch_path": null, + "arguments": [], + "created_at": 1699027425.865927, + "supported_languages": null + }, + "macro.dbt.get_merge_update_columns": { + "name": "get_merge_update_columns", + "resource_type": "macro", + "package_name": "dbt", + "path": "macros/materializations/models/incremental/column_helpers.sql", + "original_file_path": "macros/materializations/models/incremental/column_helpers.sql", + "unique_id": "macro.dbt.get_merge_update_columns", + "macro_sql": "{% macro get_merge_update_columns(merge_update_columns, merge_exclude_columns, dest_columns) %}\n {{ return(adapter.dispatch('get_merge_update_columns', 'dbt')(merge_update_columns, merge_exclude_columns, dest_columns)) }}\n{% endmacro %}", + "depends_on": { + "macros": ["macro.dbt.default__get_merge_update_columns"] + }, + "description": "", + "meta": {}, + "docs": { "show": true, "node_color": null }, + "patch_path": null, + "arguments": [], + "created_at": 1699027425.866156, + "supported_languages": null + }, + "macro.dbt.default__get_merge_update_columns": { + "name": "default__get_merge_update_columns", + "resource_type": "macro", + "package_name": "dbt", + "path": "macros/materializations/models/incremental/column_helpers.sql", + "original_file_path": "macros/materializations/models/incremental/column_helpers.sql", + "unique_id": "macro.dbt.default__get_merge_update_columns", + "macro_sql": "{% macro default__get_merge_update_columns(merge_update_columns, merge_exclude_columns, dest_columns) %}\n {%- set default_cols = dest_columns | map(attribute=\"quoted\") | list -%}\n\n {%- if merge_update_columns and merge_exclude_columns -%}\n {{ exceptions.raise_compiler_error(\n 'Model cannot specify merge_update_columns and merge_exclude_columns. Please update model to use only one config'\n )}}\n {%- elif merge_update_columns -%}\n {%- set update_columns = merge_update_columns -%}\n {%- elif merge_exclude_columns -%}\n {%- set update_columns = [] -%}\n {%- for column in dest_columns -%}\n {% if column.column | lower not in merge_exclude_columns | map(\"lower\") | list %}\n {%- do update_columns.append(column.quoted) -%}\n {% endif %}\n {%- endfor -%}\n {%- else -%}\n {%- set update_columns = default_cols -%}\n {%- endif -%}\n\n {{ return(update_columns) }}\n\n{% endmacro %}", + "depends_on": { "macros": [] }, + "description": "", + "meta": {}, + "docs": { "show": true, "node_color": null }, + "patch_path": null, + "arguments": [], + "created_at": 1699027425.866859, + "supported_languages": null + }, + "macro.dbt.get_merge_sql": { + "name": "get_merge_sql", + "resource_type": "macro", + "package_name": "dbt", + "path": "macros/materializations/models/incremental/merge.sql", + "original_file_path": "macros/materializations/models/incremental/merge.sql", + "unique_id": "macro.dbt.get_merge_sql", + "macro_sql": "{% macro get_merge_sql(target, source, unique_key, dest_columns, incremental_predicates=none) -%}\n -- back compat for old kwarg name\n {% set incremental_predicates = kwargs.get('predicates', incremental_predicates) %}\n {{ adapter.dispatch('get_merge_sql', 'dbt')(target, source, unique_key, dest_columns, incremental_predicates) }}\n{%- endmacro %}", + "depends_on": { + "macros": ["macro.dbt_snowflake.snowflake__get_merge_sql"] + }, + "description": "", + "meta": {}, + "docs": { "show": true, "node_color": null }, + "patch_path": null, + "arguments": [], + "created_at": 1699027425.873685, + "supported_languages": null + }, + "macro.dbt.default__get_merge_sql": { + "name": "default__get_merge_sql", + "resource_type": "macro", + "package_name": "dbt", + "path": "macros/materializations/models/incremental/merge.sql", + "original_file_path": "macros/materializations/models/incremental/merge.sql", + "unique_id": "macro.dbt.default__get_merge_sql", + "macro_sql": "{% macro default__get_merge_sql(target, source, unique_key, dest_columns, incremental_predicates=none) -%}\n {%- set predicates = [] if incremental_predicates is none else [] + incremental_predicates -%}\n {%- set dest_cols_csv = get_quoted_csv(dest_columns | map(attribute=\"name\")) -%}\n {%- set merge_update_columns = config.get('merge_update_columns') -%}\n {%- set merge_exclude_columns = config.get('merge_exclude_columns') -%}\n {%- set update_columns = get_merge_update_columns(merge_update_columns, merge_exclude_columns, dest_columns) -%}\n {%- set sql_header = config.get('sql_header', none) -%}\n\n {% if unique_key %}\n {% if unique_key is sequence and unique_key is not mapping and unique_key is not string %}\n {% for key in unique_key %}\n {% set this_key_match %}\n DBT_INTERNAL_SOURCE.{{ key }} = DBT_INTERNAL_DEST.{{ key }}\n {% endset %}\n {% do predicates.append(this_key_match) %}\n {% endfor %}\n {% else %}\n {% set unique_key_match %}\n DBT_INTERNAL_SOURCE.{{ unique_key }} = DBT_INTERNAL_DEST.{{ unique_key }}\n {% endset %}\n {% do predicates.append(unique_key_match) %}\n {% endif %}\n {% else %}\n {% do predicates.append('FALSE') %}\n {% endif %}\n\n {{ sql_header if sql_header is not none }}\n\n merge into {{ target }} as DBT_INTERNAL_DEST\n using {{ source }} as DBT_INTERNAL_SOURCE\n on {{\"(\" ~ predicates | join(\") and (\") ~ \")\"}}\n\n {% if unique_key %}\n when matched then update set\n {% for column_name in update_columns -%}\n {{ column_name }} = DBT_INTERNAL_SOURCE.{{ column_name }}\n {%- if not loop.last %}, {%- endif %}\n {%- endfor %}\n {% endif %}\n\n when not matched then insert\n ({{ dest_cols_csv }})\n values\n ({{ dest_cols_csv }})\n\n{% endmacro %}", + "depends_on": { + "macros": [ + "macro.dbt.get_quoted_csv", + "macro.dbt.get_merge_update_columns" + ] + }, + "description": "", + "meta": {}, + "docs": { "show": true, "node_color": null }, + "patch_path": null, + "arguments": [], + "created_at": 1699027425.875385, + "supported_languages": null + }, + "macro.dbt.get_delete_insert_merge_sql": { + "name": "get_delete_insert_merge_sql", + "resource_type": "macro", + "package_name": "dbt", + "path": "macros/materializations/models/incremental/merge.sql", + "original_file_path": "macros/materializations/models/incremental/merge.sql", + "unique_id": "macro.dbt.get_delete_insert_merge_sql", + "macro_sql": "{% macro get_delete_insert_merge_sql(target, source, unique_key, dest_columns, incremental_predicates) -%}\n {{ adapter.dispatch('get_delete_insert_merge_sql', 'dbt')(target, source, unique_key, dest_columns, incremental_predicates) }}\n{%- endmacro %}", + "depends_on": { + "macros": [ + "macro.dbt_snowflake.snowflake__get_delete_insert_merge_sql" + ] + }, + "description": "", + "meta": {}, + "docs": { "show": true, "node_color": null }, + "patch_path": null, + "arguments": [], + "created_at": 1699027425.875747, + "supported_languages": null + }, + "macro.dbt.default__get_delete_insert_merge_sql": { + "name": "default__get_delete_insert_merge_sql", + "resource_type": "macro", + "package_name": "dbt", + "path": "macros/materializations/models/incremental/merge.sql", + "original_file_path": "macros/materializations/models/incremental/merge.sql", + "unique_id": "macro.dbt.default__get_delete_insert_merge_sql", + "macro_sql": "{% macro default__get_delete_insert_merge_sql(target, source, unique_key, dest_columns, incremental_predicates) -%}\n\n {%- set dest_cols_csv = get_quoted_csv(dest_columns | map(attribute=\"name\")) -%}\n\n {% if unique_key %}\n {% if unique_key is sequence and unique_key is not string %}\n delete from {{target }}\n using {{ source }}\n where (\n {% for key in unique_key %}\n {{ source }}.{{ key }} = {{ target }}.{{ key }}\n {{ \"and \" if not loop.last}}\n {% endfor %}\n {% if incremental_predicates %}\n {% for predicate in incremental_predicates %}\n and {{ predicate }}\n {% endfor %}\n {% endif %}\n );\n {% else %}\n delete from {{ target }}\n where (\n {{ unique_key }}) in (\n select ({{ unique_key }})\n from {{ source }}\n )\n {%- if incremental_predicates %}\n {% for predicate in incremental_predicates %}\n and {{ predicate }}\n {% endfor %}\n {%- endif -%};\n\n {% endif %}\n {% endif %}\n\n insert into {{ target }} ({{ dest_cols_csv }})\n (\n select {{ dest_cols_csv }}\n from {{ source }}\n )\n\n{%- endmacro %}", + "depends_on": { "macros": ["macro.dbt.get_quoted_csv"] }, + "description": "", + "meta": {}, + "docs": { "show": true, "node_color": null }, + "patch_path": null, + "arguments": [], + "created_at": 1699027425.876884, + "supported_languages": null + }, + "macro.dbt.get_insert_overwrite_merge_sql": { + "name": "get_insert_overwrite_merge_sql", + "resource_type": "macro", + "package_name": "dbt", + "path": "macros/materializations/models/incremental/merge.sql", + "original_file_path": "macros/materializations/models/incremental/merge.sql", + "unique_id": "macro.dbt.get_insert_overwrite_merge_sql", + "macro_sql": "{% macro get_insert_overwrite_merge_sql(target, source, dest_columns, predicates, include_sql_header=false) -%}\n {{ adapter.dispatch('get_insert_overwrite_merge_sql', 'dbt')(target, source, dest_columns, predicates, include_sql_header) }}\n{%- endmacro %}", + "depends_on": { + "macros": ["macro.dbt.default__get_insert_overwrite_merge_sql"] + }, + "description": "", + "meta": {}, + "docs": { "show": true, "node_color": null }, + "patch_path": null, + "arguments": [], + "created_at": 1699027425.877163, + "supported_languages": null + }, + "macro.dbt.default__get_insert_overwrite_merge_sql": { + "name": "default__get_insert_overwrite_merge_sql", + "resource_type": "macro", + "package_name": "dbt", + "path": "macros/materializations/models/incremental/merge.sql", + "original_file_path": "macros/materializations/models/incremental/merge.sql", + "unique_id": "macro.dbt.default__get_insert_overwrite_merge_sql", + "macro_sql": "{% macro default__get_insert_overwrite_merge_sql(target, source, dest_columns, predicates, include_sql_header) -%}\n {#-- The only time include_sql_header is True: --#}\n {#-- BigQuery + insert_overwrite strategy + \"static\" partitions config --#}\n {#-- We should consider including the sql header at the materialization level instead --#}\n\n {%- set predicates = [] if predicates is none else [] + predicates -%}\n {%- set dest_cols_csv = get_quoted_csv(dest_columns | map(attribute=\"name\")) -%}\n {%- set sql_header = config.get('sql_header', none) -%}\n\n {{ sql_header if sql_header is not none and include_sql_header }}\n\n merge into {{ target }} as DBT_INTERNAL_DEST\n using {{ source }} as DBT_INTERNAL_SOURCE\n on FALSE\n\n when not matched by source\n {% if predicates %} and {{ predicates | join(' and ') }} {% endif %}\n then delete\n\n when not matched then insert\n ({{ dest_cols_csv }})\n values\n ({{ dest_cols_csv }})\n\n{% endmacro %}", + "depends_on": { "macros": ["macro.dbt.get_quoted_csv"] }, + "description": "", + "meta": {}, + "docs": { "show": true, "node_color": null }, + "patch_path": null, + "arguments": [], + "created_at": 1699027425.87785, + "supported_languages": null + }, + "macro.dbt.is_incremental": { + "name": "is_incremental", + "resource_type": "macro", + "package_name": "dbt", + "path": "macros/materializations/models/incremental/is_incremental.sql", + "original_file_path": "macros/materializations/models/incremental/is_incremental.sql", + "unique_id": "macro.dbt.is_incremental", + "macro_sql": "{% macro is_incremental() %}\n {#-- do not run introspective queries in parsing #}\n {% if not execute %}\n {{ return(False) }}\n {% else %}\n {% set relation = adapter.get_relation(this.database, this.schema, this.table) %}\n {{ return(relation is not none\n and relation.type == 'table'\n and model.config.materialized == 'incremental'\n and not should_full_refresh()) }}\n {% endif %}\n{% endmacro %}", + "depends_on": { "macros": ["macro.dbt.should_full_refresh"] }, + "description": "", + "meta": {}, + "docs": { "show": true, "node_color": null }, + "patch_path": null, + "arguments": [], + "created_at": 1699027425.878494, + "supported_languages": null + }, + "macro.dbt.get_incremental_append_sql": { + "name": "get_incremental_append_sql", + "resource_type": "macro", + "package_name": "dbt", + "path": "macros/materializations/models/incremental/strategies.sql", + "original_file_path": "macros/materializations/models/incremental/strategies.sql", + "unique_id": "macro.dbt.get_incremental_append_sql", + "macro_sql": "{% macro get_incremental_append_sql(arg_dict) %}\n\n {{ return(adapter.dispatch('get_incremental_append_sql', 'dbt')(arg_dict)) }}\n\n{% endmacro %}", + "depends_on": { + "macros": [ + "macro.dbt_snowflake.snowflake__get_incremental_append_sql" + ] + }, + "description": "", + "meta": {}, + "docs": { "show": true, "node_color": null }, + "patch_path": null, + "arguments": [], + "created_at": 1699027425.8794072, + "supported_languages": null + }, + "macro.dbt.default__get_incremental_append_sql": { + "name": "default__get_incremental_append_sql", + "resource_type": "macro", + "package_name": "dbt", + "path": "macros/materializations/models/incremental/strategies.sql", + "original_file_path": "macros/materializations/models/incremental/strategies.sql", + "unique_id": "macro.dbt.default__get_incremental_append_sql", + "macro_sql": "{% macro default__get_incremental_append_sql(arg_dict) %}\n\n {% do return(get_insert_into_sql(arg_dict[\"target_relation\"], arg_dict[\"temp_relation\"], arg_dict[\"dest_columns\"])) %}\n\n{% endmacro %}", + "depends_on": { "macros": ["macro.dbt.get_insert_into_sql"] }, + "description": "", + "meta": {}, + "docs": { "show": true, "node_color": null }, + "patch_path": null, + "arguments": [], + "created_at": 1699027425.879665, + "supported_languages": null + }, + "macro.dbt.get_incremental_delete_insert_sql": { + "name": "get_incremental_delete_insert_sql", + "resource_type": "macro", + "package_name": "dbt", + "path": "macros/materializations/models/incremental/strategies.sql", + "original_file_path": "macros/materializations/models/incremental/strategies.sql", + "unique_id": "macro.dbt.get_incremental_delete_insert_sql", + "macro_sql": "{% macro get_incremental_delete_insert_sql(arg_dict) %}\n\n {{ return(adapter.dispatch('get_incremental_delete_insert_sql', 'dbt')(arg_dict)) }}\n\n{% endmacro %}", + "depends_on": { + "macros": [ + "macro.dbt.default__get_incremental_delete_insert_sql" + ] + }, + "description": "", + "meta": {}, + "docs": { "show": true, "node_color": null }, + "patch_path": null, + "arguments": [], + "created_at": 1699027425.879889, + "supported_languages": null + }, + "macro.dbt.default__get_incremental_delete_insert_sql": { + "name": "default__get_incremental_delete_insert_sql", + "resource_type": "macro", + "package_name": "dbt", + "path": "macros/materializations/models/incremental/strategies.sql", + "original_file_path": "macros/materializations/models/incremental/strategies.sql", + "unique_id": "macro.dbt.default__get_incremental_delete_insert_sql", + "macro_sql": "{% macro default__get_incremental_delete_insert_sql(arg_dict) %}\n\n {% do return(get_delete_insert_merge_sql(arg_dict[\"target_relation\"], arg_dict[\"temp_relation\"], arg_dict[\"unique_key\"], arg_dict[\"dest_columns\"], arg_dict[\"incremental_predicates\"])) %}\n\n{% endmacro %}", + "depends_on": { + "macros": ["macro.dbt.get_delete_insert_merge_sql"] + }, + "description": "", + "meta": {}, + "docs": { "show": true, "node_color": null }, + "patch_path": null, + "arguments": [], + "created_at": 1699027425.880198, + "supported_languages": null + }, + "macro.dbt.get_incremental_merge_sql": { + "name": "get_incremental_merge_sql", + "resource_type": "macro", + "package_name": "dbt", + "path": "macros/materializations/models/incremental/strategies.sql", + "original_file_path": "macros/materializations/models/incremental/strategies.sql", + "unique_id": "macro.dbt.get_incremental_merge_sql", + "macro_sql": "{% macro get_incremental_merge_sql(arg_dict) %}\n\n {{ return(adapter.dispatch('get_incremental_merge_sql', 'dbt')(arg_dict)) }}\n\n{% endmacro %}", + "depends_on": { + "macros": ["macro.dbt.default__get_incremental_merge_sql"] + }, + "description": "", + "meta": {}, + "docs": { "show": true, "node_color": null }, + "patch_path": null, + "arguments": [], + "created_at": 1699027425.880459, + "supported_languages": null + }, + "macro.dbt.default__get_incremental_merge_sql": { + "name": "default__get_incremental_merge_sql", + "resource_type": "macro", + "package_name": "dbt", + "path": "macros/materializations/models/incremental/strategies.sql", + "original_file_path": "macros/materializations/models/incremental/strategies.sql", + "unique_id": "macro.dbt.default__get_incremental_merge_sql", + "macro_sql": "{% macro default__get_incremental_merge_sql(arg_dict) %}\n\n {% do return(get_merge_sql(arg_dict[\"target_relation\"], arg_dict[\"temp_relation\"], arg_dict[\"unique_key\"], arg_dict[\"dest_columns\"], arg_dict[\"incremental_predicates\"])) %}\n\n{% endmacro %}", + "depends_on": { "macros": ["macro.dbt.get_merge_sql"] }, + "description": "", + "meta": {}, + "docs": { "show": true, "node_color": null }, + "patch_path": null, + "arguments": [], + "created_at": 1699027425.880789, + "supported_languages": null + }, + "macro.dbt.get_incremental_insert_overwrite_sql": { + "name": "get_incremental_insert_overwrite_sql", + "resource_type": "macro", + "package_name": "dbt", + "path": "macros/materializations/models/incremental/strategies.sql", + "original_file_path": "macros/materializations/models/incremental/strategies.sql", + "unique_id": "macro.dbt.get_incremental_insert_overwrite_sql", + "macro_sql": "{% macro get_incremental_insert_overwrite_sql(arg_dict) %}\n\n {{ return(adapter.dispatch('get_incremental_insert_overwrite_sql', 'dbt')(arg_dict)) }}\n\n{% endmacro %}", + "depends_on": { + "macros": [ + "macro.dbt.default__get_incremental_insert_overwrite_sql" + ] + }, + "description": "", + "meta": {}, + "docs": { "show": true, "node_color": null }, + "patch_path": null, + "arguments": [], + "created_at": 1699027425.8809679, + "supported_languages": null + }, + "macro.dbt.default__get_incremental_insert_overwrite_sql": { + "name": "default__get_incremental_insert_overwrite_sql", + "resource_type": "macro", + "package_name": "dbt", + "path": "macros/materializations/models/incremental/strategies.sql", + "original_file_path": "macros/materializations/models/incremental/strategies.sql", + "unique_id": "macro.dbt.default__get_incremental_insert_overwrite_sql", + "macro_sql": "{% macro default__get_incremental_insert_overwrite_sql(arg_dict) %}\n\n {% do return(get_insert_overwrite_merge_sql(arg_dict[\"target_relation\"], arg_dict[\"temp_relation\"], arg_dict[\"dest_columns\"], arg_dict[\"incremental_predicates\"])) %}\n\n{% endmacro %}", + "depends_on": { + "macros": ["macro.dbt.get_insert_overwrite_merge_sql"] + }, + "description": "", + "meta": {}, + "docs": { "show": true, "node_color": null }, + "patch_path": null, + "arguments": [], + "created_at": 1699027425.8812292, + "supported_languages": null + }, + "macro.dbt.get_incremental_default_sql": { + "name": "get_incremental_default_sql", + "resource_type": "macro", + "package_name": "dbt", + "path": "macros/materializations/models/incremental/strategies.sql", + "original_file_path": "macros/materializations/models/incremental/strategies.sql", + "unique_id": "macro.dbt.get_incremental_default_sql", + "macro_sql": "{% macro get_incremental_default_sql(arg_dict) %}\n\n {{ return(adapter.dispatch('get_incremental_default_sql', 'dbt')(arg_dict)) }}\n\n{% endmacro %}", + "depends_on": { + "macros": [ + "macro.dbt_snowflake.snowflake__get_incremental_default_sql" + ] + }, + "description": "", + "meta": {}, + "docs": { "show": true, "node_color": null }, + "patch_path": null, + "arguments": [], + "created_at": 1699027425.881408, + "supported_languages": null + }, + "macro.dbt.default__get_incremental_default_sql": { + "name": "default__get_incremental_default_sql", + "resource_type": "macro", + "package_name": "dbt", + "path": "macros/materializations/models/incremental/strategies.sql", + "original_file_path": "macros/materializations/models/incremental/strategies.sql", + "unique_id": "macro.dbt.default__get_incremental_default_sql", + "macro_sql": "{% macro default__get_incremental_default_sql(arg_dict) %}\n\n {% do return(get_incremental_append_sql(arg_dict)) %}\n\n{% endmacro %}", + "depends_on": { + "macros": ["macro.dbt.get_incremental_append_sql"] + }, + "description": "", + "meta": {}, + "docs": { "show": true, "node_color": null }, + "patch_path": null, + "arguments": [], + "created_at": 1699027425.8815548, + "supported_languages": null + }, + "macro.dbt.get_insert_into_sql": { + "name": "get_insert_into_sql", + "resource_type": "macro", + "package_name": "dbt", + "path": "macros/materializations/models/incremental/strategies.sql", + "original_file_path": "macros/materializations/models/incremental/strategies.sql", + "unique_id": "macro.dbt.get_insert_into_sql", + "macro_sql": "{% macro get_insert_into_sql(target_relation, temp_relation, dest_columns) %}\n\n {%- set dest_cols_csv = get_quoted_csv(dest_columns | map(attribute=\"name\")) -%}\n\n insert into {{ target_relation }} ({{ dest_cols_csv }})\n (\n select {{ dest_cols_csv }}\n from {{ temp_relation }}\n )\n\n{% endmacro %}", + "depends_on": { "macros": ["macro.dbt.get_quoted_csv"] }, + "description": "", + "meta": {}, + "docs": { "show": true, "node_color": null }, + "patch_path": null, + "arguments": [], + "created_at": 1699027425.881866, + "supported_languages": null + }, + "macro.dbt.materialization_incremental_default": { + "name": "materialization_incremental_default", + "resource_type": "macro", + "package_name": "dbt", + "path": "macros/materializations/models/incremental/incremental.sql", + "original_file_path": "macros/materializations/models/incremental/incremental.sql", + "unique_id": "macro.dbt.materialization_incremental_default", + "macro_sql": "{% materialization incremental, default -%}\n\n -- relations\n {%- set existing_relation = load_cached_relation(this) -%}\n {%- set target_relation = this.incorporate(type='table') -%}\n {%- set temp_relation = make_temp_relation(target_relation)-%}\n {%- set intermediate_relation = make_intermediate_relation(target_relation)-%}\n {%- set backup_relation_type = 'table' if existing_relation is none else existing_relation.type -%}\n {%- set backup_relation = make_backup_relation(target_relation, backup_relation_type) -%}\n\n -- configs\n {%- set unique_key = config.get('unique_key') -%}\n {%- set full_refresh_mode = (should_full_refresh() or existing_relation.is_view) -%}\n {%- set on_schema_change = incremental_validate_on_schema_change(config.get('on_schema_change'), default='ignore') -%}\n\n -- the temp_ and backup_ relations should not already exist in the database; get_relation\n -- will return None in that case. Otherwise, we get a relation that we can drop\n -- later, before we try to use this name for the current operation. This has to happen before\n -- BEGIN, in a separate transaction\n {%- set preexisting_intermediate_relation = load_cached_relation(intermediate_relation)-%}\n {%- set preexisting_backup_relation = load_cached_relation(backup_relation) -%}\n -- grab current tables grants config for comparision later on\n {% set grant_config = config.get('grants') %}\n {{ drop_relation_if_exists(preexisting_intermediate_relation) }}\n {{ drop_relation_if_exists(preexisting_backup_relation) }}\n\n {{ run_hooks(pre_hooks, inside_transaction=False) }}\n\n -- `BEGIN` happens here:\n {{ run_hooks(pre_hooks, inside_transaction=True) }}\n\n {% set to_drop = [] %}\n\n {% if existing_relation is none %}\n {% set build_sql = get_create_table_as_sql(False, target_relation, sql) %}\n {% elif full_refresh_mode %}\n {% set build_sql = get_create_table_as_sql(False, intermediate_relation, sql) %}\n {% set need_swap = true %}\n {% else %}\n {% do run_query(get_create_table_as_sql(True, temp_relation, sql)) %}\n {% do adapter.expand_target_column_types(\n from_relation=temp_relation,\n to_relation=target_relation) %}\n {#-- Process schema changes. Returns dict of changes if successful. Use source columns for upserting/merging --#}\n {% set dest_columns = process_schema_changes(on_schema_change, temp_relation, existing_relation) %}\n {% if not dest_columns %}\n {% set dest_columns = adapter.get_columns_in_relation(existing_relation) %}\n {% endif %}\n\n {#-- Get the incremental_strategy, the macro to use for the strategy, and build the sql --#}\n {% set incremental_strategy = config.get('incremental_strategy') or 'default' %}\n {% set incremental_predicates = config.get('predicates', none) or config.get('incremental_predicates', none) %}\n {% set strategy_sql_macro_func = adapter.get_incremental_strategy_macro(context, incremental_strategy) %}\n {% set strategy_arg_dict = ({'target_relation': target_relation, 'temp_relation': temp_relation, 'unique_key': unique_key, 'dest_columns': dest_columns, 'incremental_predicates': incremental_predicates }) %}\n {% set build_sql = strategy_sql_macro_func(strategy_arg_dict) %}\n\n {% endif %}\n\n {% call statement(\"main\") %}\n {{ build_sql }}\n {% endcall %}\n\n {% if need_swap %}\n {% do adapter.rename_relation(target_relation, backup_relation) %}\n {% do adapter.rename_relation(intermediate_relation, target_relation) %}\n {% do to_drop.append(backup_relation) %}\n {% endif %}\n\n {% set should_revoke = should_revoke(existing_relation, full_refresh_mode) %}\n {% do apply_grants(target_relation, grant_config, should_revoke=should_revoke) %}\n\n {% do persist_docs(target_relation, model) %}\n\n {% if existing_relation is none or existing_relation.is_view or should_full_refresh() %}\n {% do create_indexes(target_relation) %}\n {% endif %}\n\n {{ run_hooks(post_hooks, inside_transaction=True) }}\n\n -- `COMMIT` happens here\n {% do adapter.commit() %}\n\n {% for rel in to_drop %}\n {% do adapter.drop_relation(rel) %}\n {% endfor %}\n\n {{ run_hooks(post_hooks, inside_transaction=False) }}\n\n {{ return({'relations': [target_relation]}) }}\n\n{%- endmaterialization %}", + "depends_on": { + "macros": [ + "macro.dbt.load_cached_relation", + "macro.dbt.make_temp_relation", + "macro.dbt.make_intermediate_relation", + "macro.dbt.make_backup_relation", + "macro.dbt.should_full_refresh", + "macro.dbt.incremental_validate_on_schema_change", + "macro.dbt.drop_relation_if_exists", + "macro.dbt.run_hooks", + "macro.dbt.get_create_table_as_sql", + "macro.dbt.run_query", + "macro.dbt.process_schema_changes", + "macro.dbt.statement", + "macro.dbt.should_revoke", + "macro.dbt.apply_grants", + "macro.dbt.persist_docs", + "macro.dbt.create_indexes" + ] + }, + "description": "", + "meta": {}, + "docs": { "show": true, "node_color": null }, + "patch_path": null, + "arguments": [], + "created_at": 1699027425.886904, + "supported_languages": ["sql"] + }, + "macro.dbt.incremental_validate_on_schema_change": { + "name": "incremental_validate_on_schema_change", + "resource_type": "macro", + "package_name": "dbt", + "path": "macros/materializations/models/incremental/on_schema_change.sql", + "original_file_path": "macros/materializations/models/incremental/on_schema_change.sql", + "unique_id": "macro.dbt.incremental_validate_on_schema_change", + "macro_sql": "{% macro incremental_validate_on_schema_change(on_schema_change, default='ignore') %}\n\n {% if on_schema_change not in ['sync_all_columns', 'append_new_columns', 'fail', 'ignore'] %}\n\n {% set log_message = 'Invalid value for on_schema_change (%s) specified. Setting default value of %s.' % (on_schema_change, default) %}\n {% do log(log_message) %}\n\n {{ return(default) }}\n\n {% else %}\n\n {{ return(on_schema_change) }}\n\n {% endif %}\n\n{% endmacro %}", + "depends_on": { "macros": [] }, + "description": "", + "meta": {}, + "docs": { "show": true, "node_color": null }, + "patch_path": null, + "arguments": [], + "created_at": 1699027425.8928902, + "supported_languages": null + }, + "macro.dbt.check_for_schema_changes": { + "name": "check_for_schema_changes", + "resource_type": "macro", + "package_name": "dbt", + "path": "macros/materializations/models/incremental/on_schema_change.sql", + "original_file_path": "macros/materializations/models/incremental/on_schema_change.sql", + "unique_id": "macro.dbt.check_for_schema_changes", + "macro_sql": "{% macro check_for_schema_changes(source_relation, target_relation) %}\n\n {% set schema_changed = False %}\n\n {%- set source_columns = adapter.get_columns_in_relation(source_relation) -%}\n {%- set target_columns = adapter.get_columns_in_relation(target_relation) -%}\n {%- set source_not_in_target = diff_columns(source_columns, target_columns) -%}\n {%- set target_not_in_source = diff_columns(target_columns, source_columns) -%}\n\n {% set new_target_types = diff_column_data_types(source_columns, target_columns) %}\n\n {% if source_not_in_target != [] %}\n {% set schema_changed = True %}\n {% elif target_not_in_source != [] or new_target_types != [] %}\n {% set schema_changed = True %}\n {% elif new_target_types != [] %}\n {% set schema_changed = True %}\n {% endif %}\n\n {% set changes_dict = {\n 'schema_changed': schema_changed,\n 'source_not_in_target': source_not_in_target,\n 'target_not_in_source': target_not_in_source,\n 'source_columns': source_columns,\n 'target_columns': target_columns,\n 'new_target_types': new_target_types\n } %}\n\n {% set msg %}\n In {{ target_relation }}:\n Schema changed: {{ schema_changed }}\n Source columns not in target: {{ source_not_in_target }}\n Target columns not in source: {{ target_not_in_source }}\n New column types: {{ new_target_types }}\n {% endset %}\n\n {% do log(msg) %}\n\n {{ return(changes_dict) }}\n\n{% endmacro %}", + "depends_on": { + "macros": [ + "macro.dbt.diff_columns", + "macro.dbt.diff_column_data_types" + ] + }, + "description": "", + "meta": {}, + "docs": { "show": true, "node_color": null }, + "patch_path": null, + "arguments": [], + "created_at": 1699027425.894092, + "supported_languages": null + }, + "macro.dbt.sync_column_schemas": { + "name": "sync_column_schemas", + "resource_type": "macro", + "package_name": "dbt", + "path": "macros/materializations/models/incremental/on_schema_change.sql", + "original_file_path": "macros/materializations/models/incremental/on_schema_change.sql", + "unique_id": "macro.dbt.sync_column_schemas", + "macro_sql": "{% macro sync_column_schemas(on_schema_change, target_relation, schema_changes_dict) %}\n\n {%- set add_to_target_arr = schema_changes_dict['source_not_in_target'] -%}\n\n {%- if on_schema_change == 'append_new_columns'-%}\n {%- if add_to_target_arr | length > 0 -%}\n {%- do alter_relation_add_remove_columns(target_relation, add_to_target_arr, none) -%}\n {%- endif -%}\n\n {% elif on_schema_change == 'sync_all_columns' %}\n {%- set remove_from_target_arr = schema_changes_dict['target_not_in_source'] -%}\n {%- set new_target_types = schema_changes_dict['new_target_types'] -%}\n\n {% if add_to_target_arr | length > 0 or remove_from_target_arr | length > 0 %}\n {%- do alter_relation_add_remove_columns(target_relation, add_to_target_arr, remove_from_target_arr) -%}\n {% endif %}\n\n {% if new_target_types != [] %}\n {% for ntt in new_target_types %}\n {% set column_name = ntt['column_name'] %}\n {% set new_type = ntt['new_type'] %}\n {% do alter_column_type(target_relation, column_name, new_type) %}\n {% endfor %}\n {% endif %}\n\n {% endif %}\n\n {% set schema_change_message %}\n In {{ target_relation }}:\n Schema change approach: {{ on_schema_change }}\n Columns added: {{ add_to_target_arr }}\n Columns removed: {{ remove_from_target_arr }}\n Data types changed: {{ new_target_types }}\n {% endset %}\n\n {% do log(schema_change_message) %}\n\n{% endmacro %}", + "depends_on": { + "macros": [ + "macro.dbt.alter_relation_add_remove_columns", + "macro.dbt.alter_column_type" + ] + }, + "description": "", + "meta": {}, + "docs": { "show": true, "node_color": null }, + "patch_path": null, + "arguments": [], + "created_at": 1699027425.895238, + "supported_languages": null + }, + "macro.dbt.process_schema_changes": { + "name": "process_schema_changes", + "resource_type": "macro", + "package_name": "dbt", + "path": "macros/materializations/models/incremental/on_schema_change.sql", + "original_file_path": "macros/materializations/models/incremental/on_schema_change.sql", + "unique_id": "macro.dbt.process_schema_changes", + "macro_sql": "{% macro process_schema_changes(on_schema_change, source_relation, target_relation) %}\n\n {% if on_schema_change == 'ignore' %}\n\n {{ return({}) }}\n\n {% else %}\n\n {% set schema_changes_dict = check_for_schema_changes(source_relation, target_relation) %}\n\n {% if schema_changes_dict['schema_changed'] %}\n\n {% if on_schema_change == 'fail' %}\n\n {% set fail_msg %}\n The source and target schemas on this incremental model are out of sync!\n They can be reconciled in several ways:\n - set the `on_schema_change` config to either append_new_columns or sync_all_columns, depending on your situation.\n - Re-run the incremental model with `full_refresh: True` to update the target schema.\n - update the schema manually and re-run the process.\n\n Additional troubleshooting context:\n Source columns not in target: {{ schema_changes_dict['source_not_in_target'] }}\n Target columns not in source: {{ schema_changes_dict['target_not_in_source'] }}\n New column types: {{ schema_changes_dict['new_target_types'] }}\n {% endset %}\n\n {% do exceptions.raise_compiler_error(fail_msg) %}\n\n {# -- unless we ignore, run the sync operation per the config #}\n {% else %}\n\n {% do sync_column_schemas(on_schema_change, target_relation, schema_changes_dict) %}\n\n {% endif %}\n\n {% endif %}\n\n {{ return(schema_changes_dict['source_columns']) }}\n\n {% endif %}\n\n{% endmacro %}", + "depends_on": { + "macros": [ + "macro.dbt.check_for_schema_changes", + "macro.dbt.sync_column_schemas" + ] + }, + "description": "", + "meta": {}, + "docs": { "show": true, "node_color": null }, + "patch_path": null, + "arguments": [], + "created_at": 1699027425.896091, + "supported_languages": null + }, + "macro.dbt.can_clone_table": { + "name": "can_clone_table", + "resource_type": "macro", + "package_name": "dbt", + "path": "macros/materializations/models/clone/can_clone_table.sql", + "original_file_path": "macros/materializations/models/clone/can_clone_table.sql", + "unique_id": "macro.dbt.can_clone_table", + "macro_sql": "{% macro can_clone_table() %}\n {{ return(adapter.dispatch('can_clone_table', 'dbt')()) }}\n{% endmacro %}", + "depends_on": { + "macros": ["macro.dbt_snowflake.snowflake__can_clone_table"] + }, + "description": "", + "meta": {}, + "docs": { "show": true, "node_color": null }, + "patch_path": null, + "arguments": [], + "created_at": 1699027425.8963368, + "supported_languages": null + }, + "macro.dbt.default__can_clone_table": { + "name": "default__can_clone_table", + "resource_type": "macro", + "package_name": "dbt", + "path": "macros/materializations/models/clone/can_clone_table.sql", + "original_file_path": "macros/materializations/models/clone/can_clone_table.sql", + "unique_id": "macro.dbt.default__can_clone_table", + "macro_sql": "{% macro default__can_clone_table() %}\n {{ return(False) }}\n{% endmacro %}", + "depends_on": { "macros": [] }, + "description": "", + "meta": {}, + "docs": { "show": true, "node_color": null }, + "patch_path": null, + "arguments": [], + "created_at": 1699027425.896458, + "supported_languages": null + }, + "macro.dbt.create_or_replace_clone": { + "name": "create_or_replace_clone", + "resource_type": "macro", + "package_name": "dbt", + "path": "macros/materializations/models/clone/create_or_replace_clone.sql", + "original_file_path": "macros/materializations/models/clone/create_or_replace_clone.sql", + "unique_id": "macro.dbt.create_or_replace_clone", + "macro_sql": "{% macro create_or_replace_clone(this_relation, defer_relation) %}\n {{ return(adapter.dispatch('create_or_replace_clone', 'dbt')(this_relation, defer_relation)) }}\n{% endmacro %}", + "depends_on": { + "macros": [ + "macro.dbt_snowflake.snowflake__create_or_replace_clone" + ] + }, + "description": "", + "meta": {}, + "docs": { "show": true, "node_color": null }, + "patch_path": null, + "arguments": [], + "created_at": 1699027425.8967638, + "supported_languages": null + }, + "macro.dbt.default__create_or_replace_clone": { + "name": "default__create_or_replace_clone", + "resource_type": "macro", + "package_name": "dbt", + "path": "macros/materializations/models/clone/create_or_replace_clone.sql", + "original_file_path": "macros/materializations/models/clone/create_or_replace_clone.sql", + "unique_id": "macro.dbt.default__create_or_replace_clone", + "macro_sql": "{% macro default__create_or_replace_clone(this_relation, defer_relation) %}\n create or replace table {{ this_relation }} clone {{ defer_relation }}\n{% endmacro %}", + "depends_on": { "macros": [] }, + "description": "", + "meta": {}, + "docs": { "show": true, "node_color": null }, + "patch_path": null, + "arguments": [], + "created_at": 1699027425.896898, + "supported_languages": null + }, + "macro.dbt.materialization_clone_default": { + "name": "materialization_clone_default", + "resource_type": "macro", + "package_name": "dbt", + "path": "macros/materializations/models/clone/clone.sql", + "original_file_path": "macros/materializations/models/clone/clone.sql", + "unique_id": "macro.dbt.materialization_clone_default", + "macro_sql": "{%- materialization clone, default -%}\n\n {%- set relations = {'relations': []} -%}\n\n {%- if not defer_relation -%}\n -- nothing to do\n {{ log(\"No relation found in state manifest for \" ~ model.unique_id, info=True) }}\n {{ return(relations) }}\n {%- endif -%}\n\n {%- set existing_relation = load_cached_relation(this) -%}\n\n {%- if existing_relation and not flags.FULL_REFRESH -%}\n -- noop!\n {{ log(\"Relation \" ~ existing_relation ~ \" already exists\", info=True) }}\n {{ return(relations) }}\n {%- endif -%}\n\n {%- set other_existing_relation = load_cached_relation(defer_relation) -%}\n\n -- If this is a database that can do zero-copy cloning of tables, and the other relation is a table, then this will be a table\n -- Otherwise, this will be a view\n\n {% set can_clone_table = can_clone_table() %}\n\n {%- if other_existing_relation and other_existing_relation.type == 'table' and can_clone_table -%}\n\n {%- set target_relation = this.incorporate(type='table') -%}\n {% if existing_relation is not none and not existing_relation.is_table %}\n {{ log(\"Dropping relation \" ~ existing_relation ~ \" because it is of type \" ~ existing_relation.type) }}\n {{ drop_relation_if_exists(existing_relation) }}\n {% endif %}\n\n -- as a general rule, data platforms that can clone tables can also do atomic 'create or replace'\n {% call statement('main') %}\n {% if target_relation and defer_relation and target_relation == defer_relation %}\n {{ log(\"Target relation and defer relation are the same, skipping clone for relation: \" ~ target_relation) }}\n {% else %}\n {{ create_or_replace_clone(target_relation, defer_relation) }}\n {% endif %}\n\n {% endcall %}\n\n {% set should_revoke = should_revoke(existing_relation, full_refresh_mode=True) %}\n {% do apply_grants(target_relation, grant_config, should_revoke=should_revoke) %}\n {% do persist_docs(target_relation, model) %}\n\n {{ return({'relations': [target_relation]}) }}\n\n {%- else -%}\n\n {%- set target_relation = this.incorporate(type='view') -%}\n\n -- reuse the view materialization\n -- TODO: support actual dispatch for materialization macros\n -- Tracking ticket: https://github.com/dbt-labs/dbt-core/issues/7799\n {% set search_name = \"materialization_view_\" ~ adapter.type() %}\n {% if not search_name in context %}\n {% set search_name = \"materialization_view_default\" %}\n {% endif %}\n {% set materialization_macro = context[search_name] %}\n {% set relations = materialization_macro() %}\n {{ return(relations) }}\n\n {%- endif -%}\n\n{%- endmaterialization -%}", + "depends_on": { + "macros": [ + "macro.dbt.load_cached_relation", + "macro.dbt.can_clone_table", + "macro.dbt.drop_relation_if_exists", + "macro.dbt.statement", + "macro.dbt.create_or_replace_clone", + "macro.dbt.should_revoke", + "macro.dbt.apply_grants", + "macro.dbt.persist_docs" + ] + }, + "description": "", + "meta": {}, + "docs": { "show": true, "node_color": null }, + "patch_path": null, + "arguments": [], + "created_at": 1699027425.900519, + "supported_languages": ["sql"] + }, + "macro.dbt.materialization_seed_default": { + "name": "materialization_seed_default", + "resource_type": "macro", + "package_name": "dbt", + "path": "macros/materializations/seeds/seed.sql", + "original_file_path": "macros/materializations/seeds/seed.sql", + "unique_id": "macro.dbt.materialization_seed_default", + "macro_sql": "{% materialization seed, default %}\n\n {%- set identifier = model['alias'] -%}\n {%- set full_refresh_mode = (should_full_refresh()) -%}\n\n {%- set old_relation = adapter.get_relation(database=database, schema=schema, identifier=identifier) -%}\n\n {%- set exists_as_table = (old_relation is not none and old_relation.is_table) -%}\n {%- set exists_as_view = (old_relation is not none and old_relation.is_view) -%}\n\n {%- set grant_config = config.get('grants') -%}\n {%- set agate_table = load_agate_table() -%}\n -- grab current tables grants config for comparison later on\n\n {%- do store_result('agate_table', response='OK', agate_table=agate_table) -%}\n\n {{ run_hooks(pre_hooks, inside_transaction=False) }}\n\n -- `BEGIN` happens here:\n {{ run_hooks(pre_hooks, inside_transaction=True) }}\n\n -- build model\n {% set create_table_sql = \"\" %}\n {% if exists_as_view %}\n {{ exceptions.raise_compiler_error(\"Cannot seed to '{}', it is a view\".format(old_relation)) }}\n {% elif exists_as_table %}\n {% set create_table_sql = reset_csv_table(model, full_refresh_mode, old_relation, agate_table) %}\n {% else %}\n {% set create_table_sql = create_csv_table(model, agate_table) %}\n {% endif %}\n\n {% set code = 'CREATE' if full_refresh_mode else 'INSERT' %}\n {% set rows_affected = (agate_table.rows | length) %}\n {% set sql = load_csv_rows(model, agate_table) %}\n\n {% call noop_statement('main', code ~ ' ' ~ rows_affected, code, rows_affected) %}\n {{ get_csv_sql(create_table_sql, sql) }};\n {% endcall %}\n\n {% set target_relation = this.incorporate(type='table') %}\n\n {% set should_revoke = should_revoke(old_relation, full_refresh_mode) %}\n {% do apply_grants(target_relation, grant_config, should_revoke=should_revoke) %}\n\n {% do persist_docs(target_relation, model) %}\n\n {% if full_refresh_mode or not exists_as_table %}\n {% do create_indexes(target_relation) %}\n {% endif %}\n\n {{ run_hooks(post_hooks, inside_transaction=True) }}\n\n -- `COMMIT` happens here\n {{ adapter.commit() }}\n\n {{ run_hooks(post_hooks, inside_transaction=False) }}\n\n {{ return({'relations': [target_relation]}) }}\n\n{% endmaterialization %}", + "depends_on": { + "macros": [ + "macro.dbt.should_full_refresh", + "macro.dbt.run_hooks", + "macro.dbt.reset_csv_table", + "macro.dbt.create_csv_table", + "macro.dbt.load_csv_rows", + "macro.dbt.noop_statement", + "macro.dbt.get_csv_sql", + "macro.dbt.should_revoke", + "macro.dbt.apply_grants", + "macro.dbt.persist_docs", + "macro.dbt.create_indexes" + ] + }, + "description": "", + "meta": {}, + "docs": { "show": true, "node_color": null }, + "patch_path": null, + "arguments": [], + "created_at": 1699027425.9038432, + "supported_languages": ["sql"] + }, + "macro.dbt.create_csv_table": { + "name": "create_csv_table", + "resource_type": "macro", + "package_name": "dbt", + "path": "macros/materializations/seeds/helpers.sql", + "original_file_path": "macros/materializations/seeds/helpers.sql", + "unique_id": "macro.dbt.create_csv_table", + "macro_sql": "{% macro create_csv_table(model, agate_table) -%}\n {{ adapter.dispatch('create_csv_table', 'dbt')(model, agate_table) }}\n{%- endmacro %}", + "depends_on": { "macros": ["macro.dbt.default__create_csv_table"] }, + "description": "", + "meta": {}, + "docs": { "show": true, "node_color": null }, + "patch_path": null, + "arguments": [], + "created_at": 1699027425.909064, + "supported_languages": null + }, + "macro.dbt.default__create_csv_table": { + "name": "default__create_csv_table", + "resource_type": "macro", + "package_name": "dbt", + "path": "macros/materializations/seeds/helpers.sql", + "original_file_path": "macros/materializations/seeds/helpers.sql", + "unique_id": "macro.dbt.default__create_csv_table", + "macro_sql": "{% macro default__create_csv_table(model, agate_table) %}\n {%- set column_override = model['config'].get('column_types', {}) -%}\n {%- set quote_seed_column = model['config'].get('quote_columns', None) -%}\n\n {% set sql %}\n create table {{ this.render() }} (\n {%- for col_name in agate_table.column_names -%}\n {%- set inferred_type = adapter.convert_type(agate_table, loop.index0) -%}\n {%- set type = column_override.get(col_name, inferred_type) -%}\n {%- set column_name = (col_name | string) -%}\n {{ adapter.quote_seed_column(column_name, quote_seed_column) }} {{ type }} {%- if not loop.last -%}, {%- endif -%}\n {%- endfor -%}\n )\n {% endset %}\n\n {% call statement('_') -%}\n {{ sql }}\n {%- endcall %}\n\n {{ return(sql) }}\n{% endmacro %}", + "depends_on": { "macros": ["macro.dbt.statement"] }, + "description": "", + "meta": {}, + "docs": { "show": true, "node_color": null }, + "patch_path": null, + "arguments": [], + "created_at": 1699027425.9100428, + "supported_languages": null + }, + "macro.dbt.reset_csv_table": { + "name": "reset_csv_table", + "resource_type": "macro", + "package_name": "dbt", + "path": "macros/materializations/seeds/helpers.sql", + "original_file_path": "macros/materializations/seeds/helpers.sql", + "unique_id": "macro.dbt.reset_csv_table", + "macro_sql": "{% macro reset_csv_table(model, full_refresh, old_relation, agate_table) -%}\n {{ adapter.dispatch('reset_csv_table', 'dbt')(model, full_refresh, old_relation, agate_table) }}\n{%- endmacro %}", + "depends_on": { "macros": ["macro.dbt.default__reset_csv_table"] }, + "description": "", + "meta": {}, + "docs": { "show": true, "node_color": null }, + "patch_path": null, + "arguments": [], + "created_at": 1699027425.9102888, + "supported_languages": null + }, + "macro.dbt.default__reset_csv_table": { + "name": "default__reset_csv_table", + "resource_type": "macro", + "package_name": "dbt", + "path": "macros/materializations/seeds/helpers.sql", + "original_file_path": "macros/materializations/seeds/helpers.sql", + "unique_id": "macro.dbt.default__reset_csv_table", + "macro_sql": "{% macro default__reset_csv_table(model, full_refresh, old_relation, agate_table) %}\n {% set sql = \"\" %}\n {% if full_refresh %}\n {{ adapter.drop_relation(old_relation) }}\n {% set sql = create_csv_table(model, agate_table) %}\n {% else %}\n {{ adapter.truncate_relation(old_relation) }}\n {% set sql = \"truncate table \" ~ old_relation %}\n {% endif %}\n\n {{ return(sql) }}\n{% endmacro %}", + "depends_on": { "macros": ["macro.dbt.create_csv_table"] }, + "description": "", + "meta": {}, + "docs": { "show": true, "node_color": null }, + "patch_path": null, + "arguments": [], + "created_at": 1699027425.910767, + "supported_languages": null + }, + "macro.dbt.get_csv_sql": { + "name": "get_csv_sql", + "resource_type": "macro", + "package_name": "dbt", + "path": "macros/materializations/seeds/helpers.sql", + "original_file_path": "macros/materializations/seeds/helpers.sql", + "unique_id": "macro.dbt.get_csv_sql", + "macro_sql": "{% macro get_csv_sql(create_or_truncate_sql, insert_sql) %}\n {{ adapter.dispatch('get_csv_sql', 'dbt')(create_or_truncate_sql, insert_sql) }}\n{% endmacro %}", + "depends_on": { "macros": ["macro.dbt.default__get_csv_sql"] }, + "description": "", + "meta": {}, + "docs": { "show": true, "node_color": null }, + "patch_path": null, + "arguments": [], + "created_at": 1699027425.910966, + "supported_languages": null + }, + "macro.dbt.default__get_csv_sql": { + "name": "default__get_csv_sql", + "resource_type": "macro", + "package_name": "dbt", + "path": "macros/materializations/seeds/helpers.sql", + "original_file_path": "macros/materializations/seeds/helpers.sql", + "unique_id": "macro.dbt.default__get_csv_sql", + "macro_sql": "{% macro default__get_csv_sql(create_or_truncate_sql, insert_sql) %}\n {{ create_or_truncate_sql }};\n -- dbt seed --\n {{ insert_sql }}\n{% endmacro %}", + "depends_on": { "macros": [] }, + "description": "", + "meta": {}, + "docs": { "show": true, "node_color": null }, + "patch_path": null, + "arguments": [], + "created_at": 1699027425.9111, + "supported_languages": null + }, + "macro.dbt.get_binding_char": { + "name": "get_binding_char", + "resource_type": "macro", + "package_name": "dbt", + "path": "macros/materializations/seeds/helpers.sql", + "original_file_path": "macros/materializations/seeds/helpers.sql", + "unique_id": "macro.dbt.get_binding_char", + "macro_sql": "{% macro get_binding_char() -%}\n {{ adapter.dispatch('get_binding_char', 'dbt')() }}\n{%- endmacro %}", + "depends_on": { "macros": ["macro.dbt.default__get_binding_char"] }, + "description": "", + "meta": {}, + "docs": { "show": true, "node_color": null }, + "patch_path": null, + "arguments": [], + "created_at": 1699027425.911232, + "supported_languages": null + }, + "macro.dbt.default__get_binding_char": { + "name": "default__get_binding_char", + "resource_type": "macro", + "package_name": "dbt", + "path": "macros/materializations/seeds/helpers.sql", + "original_file_path": "macros/materializations/seeds/helpers.sql", + "unique_id": "macro.dbt.default__get_binding_char", + "macro_sql": "{% macro default__get_binding_char() %}\n {{ return('%s') }}\n{% endmacro %}", + "depends_on": { "macros": [] }, + "description": "", + "meta": {}, + "docs": { "show": true, "node_color": null }, + "patch_path": null, + "arguments": [], + "created_at": 1699027425.911346, + "supported_languages": null + }, + "macro.dbt.get_batch_size": { + "name": "get_batch_size", + "resource_type": "macro", + "package_name": "dbt", + "path": "macros/materializations/seeds/helpers.sql", + "original_file_path": "macros/materializations/seeds/helpers.sql", + "unique_id": "macro.dbt.get_batch_size", + "macro_sql": "{% macro get_batch_size() -%}\n {{ return(adapter.dispatch('get_batch_size', 'dbt')()) }}\n{%- endmacro %}", + "depends_on": { "macros": ["macro.dbt.default__get_batch_size"] }, + "description": "", + "meta": {}, + "docs": { "show": true, "node_color": null }, + "patch_path": null, + "arguments": [], + "created_at": 1699027425.911505, + "supported_languages": null + }, + "macro.dbt.default__get_batch_size": { + "name": "default__get_batch_size", + "resource_type": "macro", + "package_name": "dbt", + "path": "macros/materializations/seeds/helpers.sql", + "original_file_path": "macros/materializations/seeds/helpers.sql", + "unique_id": "macro.dbt.default__get_batch_size", + "macro_sql": "{% macro default__get_batch_size() %}\n {{ return(10000) }}\n{% endmacro %}", + "depends_on": { "macros": [] }, + "description": "", + "meta": {}, + "docs": { "show": true, "node_color": null }, + "patch_path": null, + "arguments": [], + "created_at": 1699027425.9116201, + "supported_languages": null + }, + "macro.dbt.get_seed_column_quoted_csv": { + "name": "get_seed_column_quoted_csv", + "resource_type": "macro", + "package_name": "dbt", + "path": "macros/materializations/seeds/helpers.sql", + "original_file_path": "macros/materializations/seeds/helpers.sql", + "unique_id": "macro.dbt.get_seed_column_quoted_csv", + "macro_sql": "{% macro get_seed_column_quoted_csv(model, column_names) %}\n {%- set quote_seed_column = model['config'].get('quote_columns', None) -%}\n {% set quoted = [] %}\n {% for col in column_names -%}\n {%- do quoted.append(adapter.quote_seed_column(col, quote_seed_column)) -%}\n {%- endfor %}\n\n {%- set dest_cols_csv = quoted | join(', ') -%}\n {{ return(dest_cols_csv) }}\n{% endmacro %}", + "depends_on": { "macros": [] }, + "description": "", + "meta": {}, + "docs": { "show": true, "node_color": null }, + "patch_path": null, + "arguments": [], + "created_at": 1699027425.912101, + "supported_languages": null + }, + "macro.dbt.load_csv_rows": { + "name": "load_csv_rows", + "resource_type": "macro", + "package_name": "dbt", + "path": "macros/materializations/seeds/helpers.sql", + "original_file_path": "macros/materializations/seeds/helpers.sql", + "unique_id": "macro.dbt.load_csv_rows", + "macro_sql": "{% macro load_csv_rows(model, agate_table) -%}\n {{ adapter.dispatch('load_csv_rows', 'dbt')(model, agate_table) }}\n{%- endmacro %}", + "depends_on": { + "macros": ["macro.dbt_snowflake.snowflake__load_csv_rows"] + }, + "description": "", + "meta": {}, + "docs": { "show": true, "node_color": null }, + "patch_path": null, + "arguments": [], + "created_at": 1699027425.9122849, + "supported_languages": null + }, + "macro.dbt.default__load_csv_rows": { + "name": "default__load_csv_rows", + "resource_type": "macro", + "package_name": "dbt", + "path": "macros/materializations/seeds/helpers.sql", + "original_file_path": "macros/materializations/seeds/helpers.sql", + "unique_id": "macro.dbt.default__load_csv_rows", + "macro_sql": "{% macro default__load_csv_rows(model, agate_table) %}\n\n {% set batch_size = get_batch_size() %}\n\n {% set cols_sql = get_seed_column_quoted_csv(model, agate_table.column_names) %}\n {% set bindings = [] %}\n\n {% set statements = [] %}\n\n {% for chunk in agate_table.rows | batch(batch_size) %}\n {% set bindings = [] %}\n\n {% for row in chunk %}\n {% do bindings.extend(row) %}\n {% endfor %}\n\n {% set sql %}\n insert into {{ this.render() }} ({{ cols_sql }}) values\n {% for row in chunk -%}\n ({%- for column in agate_table.column_names -%}\n {{ get_binding_char() }}\n {%- if not loop.last%},{%- endif %}\n {%- endfor -%})\n {%- if not loop.last%},{%- endif %}\n {%- endfor %}\n {% endset %}\n\n {% do adapter.add_query(sql, bindings=bindings, abridge_sql_log=True) %}\n\n {% if loop.index0 == 0 %}\n {% do statements.append(sql) %}\n {% endif %}\n {% endfor %}\n\n {# Return SQL so we can render it out into the compiled files #}\n {{ return(statements[0]) }}\n{% endmacro %}", + "depends_on": { + "macros": [ + "macro.dbt.get_batch_size", + "macro.dbt.get_seed_column_quoted_csv", + "macro.dbt.get_binding_char" + ] + }, + "description": "", + "meta": {}, + "docs": { "show": true, "node_color": null }, + "patch_path": null, + "arguments": [], + "created_at": 1699027425.9135518, + "supported_languages": null + }, + "macro.dbt.generate_alias_name": { + "name": "generate_alias_name", + "resource_type": "macro", + "package_name": "dbt", + "path": "macros/get_custom_name/get_custom_alias.sql", + "original_file_path": "macros/get_custom_name/get_custom_alias.sql", + "unique_id": "macro.dbt.generate_alias_name", + "macro_sql": "{% macro generate_alias_name(custom_alias_name=none, node=none) -%}\n {% do return(adapter.dispatch('generate_alias_name', 'dbt')(custom_alias_name, node)) %}\n{%- endmacro %}", + "depends_on": { + "macros": ["macro.dbt.default__generate_alias_name"] + }, + "description": "", + "meta": {}, + "docs": { "show": true, "node_color": null }, + "patch_path": null, + "arguments": [], + "created_at": 1699027425.914009, + "supported_languages": null + }, + "macro.dbt.default__generate_alias_name": { + "name": "default__generate_alias_name", + "resource_type": "macro", + "package_name": "dbt", + "path": "macros/get_custom_name/get_custom_alias.sql", + "original_file_path": "macros/get_custom_name/get_custom_alias.sql", + "unique_id": "macro.dbt.default__generate_alias_name", + "macro_sql": "{% macro default__generate_alias_name(custom_alias_name=none, node=none) -%}\n\n {%- if custom_alias_name -%}\n\n {{ custom_alias_name | trim }}\n\n {%- elif node.version -%}\n\n {{ return(node.name ~ \"_v\" ~ (node.version | replace(\".\", \"_\"))) }}\n\n {%- else -%}\n\n {{ node.name }}\n\n {%- endif -%}\n\n{%- endmacro %}", + "depends_on": { "macros": [] }, + "description": "", + "meta": {}, + "docs": { "show": true, "node_color": null }, + "patch_path": null, + "arguments": [], + "created_at": 1699027425.9143848, + "supported_languages": null + }, + "macro.dbt.generate_schema_name": { + "name": "generate_schema_name", + "resource_type": "macro", + "package_name": "dbt", + "path": "macros/get_custom_name/get_custom_schema.sql", + "original_file_path": "macros/get_custom_name/get_custom_schema.sql", + "unique_id": "macro.dbt.generate_schema_name", + "macro_sql": "{% macro generate_schema_name(custom_schema_name=none, node=none) -%}\n {{ return(adapter.dispatch('generate_schema_name', 'dbt')(custom_schema_name, node)) }}\n{% endmacro %}", + "depends_on": { + "macros": ["macro.dbt.default__generate_schema_name"] + }, + "description": "", + "meta": {}, + "docs": { "show": true, "node_color": null }, + "patch_path": null, + "arguments": [], + "created_at": 1699027425.914911, + "supported_languages": null + }, + "macro.dbt.default__generate_schema_name": { + "name": "default__generate_schema_name", + "resource_type": "macro", + "package_name": "dbt", + "path": "macros/get_custom_name/get_custom_schema.sql", + "original_file_path": "macros/get_custom_name/get_custom_schema.sql", + "unique_id": "macro.dbt.default__generate_schema_name", + "macro_sql": "{% macro default__generate_schema_name(custom_schema_name, node) -%}\n\n {%- set default_schema = target.schema -%}\n {%- if custom_schema_name is none -%}\n\n {{ default_schema }}\n\n {%- else -%}\n\n {{ default_schema }}_{{ custom_schema_name | trim }}\n\n {%- endif -%}\n\n{%- endmacro %}", + "depends_on": { "macros": [] }, + "description": "", + "meta": {}, + "docs": { "show": true, "node_color": null }, + "patch_path": null, + "arguments": [], + "created_at": 1699027425.915156, + "supported_languages": null + }, + "macro.dbt.generate_schema_name_for_env": { + "name": "generate_schema_name_for_env", + "resource_type": "macro", + "package_name": "dbt", + "path": "macros/get_custom_name/get_custom_schema.sql", + "original_file_path": "macros/get_custom_name/get_custom_schema.sql", + "unique_id": "macro.dbt.generate_schema_name_for_env", + "macro_sql": "{% macro generate_schema_name_for_env(custom_schema_name, node) -%}\n\n {%- set default_schema = target.schema -%}\n {%- if target.name == 'prod' and custom_schema_name is not none -%}\n\n {{ custom_schema_name | trim }}\n\n {%- else -%}\n\n {{ default_schema }}\n\n {%- endif -%}\n\n{%- endmacro %}", + "depends_on": { "macros": [] }, + "description": "", + "meta": {}, + "docs": { "show": true, "node_color": null }, + "patch_path": null, + "arguments": [], + "created_at": 1699027425.9154298, + "supported_languages": null + }, + "macro.dbt.generate_database_name": { + "name": "generate_database_name", + "resource_type": "macro", + "package_name": "dbt", + "path": "macros/get_custom_name/get_custom_database.sql", + "original_file_path": "macros/get_custom_name/get_custom_database.sql", + "unique_id": "macro.dbt.generate_database_name", + "macro_sql": "{% macro generate_database_name(custom_database_name=none, node=none) -%}\n {% do return(adapter.dispatch('generate_database_name', 'dbt')(custom_database_name, node)) %}\n{%- endmacro %}", + "depends_on": { + "macros": ["macro.dbt.default__generate_database_name"] + }, + "description": "", + "meta": {}, + "docs": { "show": true, "node_color": null }, + "patch_path": null, + "arguments": [], + "created_at": 1699027425.915818, + "supported_languages": null + }, + "macro.dbt.default__generate_database_name": { + "name": "default__generate_database_name", + "resource_type": "macro", + "package_name": "dbt", + "path": "macros/get_custom_name/get_custom_database.sql", + "original_file_path": "macros/get_custom_name/get_custom_database.sql", + "unique_id": "macro.dbt.default__generate_database_name", + "macro_sql": "{% macro default__generate_database_name(custom_database_name=none, node=none) -%}\n {%- set default_database = target.database -%}\n {%- if custom_database_name is none -%}\n\n {{ default_database }}\n\n {%- else -%}\n\n {{ custom_database_name }}\n\n {%- endif -%}\n\n{%- endmacro %}", + "depends_on": { "macros": [] }, + "description": "", + "meta": {}, + "docs": { "show": true, "node_color": null }, + "patch_path": null, + "arguments": [], + "created_at": 1699027425.9160588, + "supported_languages": null + }, + "macro.dbt.get_drop_sql": { + "name": "get_drop_sql", + "resource_type": "macro", + "package_name": "dbt", + "path": "macros/relations/drop.sql", + "original_file_path": "macros/relations/drop.sql", + "unique_id": "macro.dbt.get_drop_sql", + "macro_sql": "{%- macro get_drop_sql(relation) -%}\n {{- log('Applying DROP to: ' ~ relation) -}}\n {{- adapter.dispatch('get_drop_sql', 'dbt')(relation) -}}\n{%- endmacro -%}\n\n\n", + "depends_on": { + "macros": ["macro.dbt_snowflake.snowflake__get_drop_sql"] + }, + "description": "", + "meta": {}, + "docs": { "show": true, "node_color": null }, + "patch_path": null, + "arguments": [], + "created_at": 1699027425.9167502, + "supported_languages": null + }, + "macro.dbt.default__get_drop_sql": { + "name": "default__get_drop_sql", + "resource_type": "macro", + "package_name": "dbt", + "path": "macros/relations/drop.sql", + "original_file_path": "macros/relations/drop.sql", + "unique_id": "macro.dbt.default__get_drop_sql", + "macro_sql": "{%- macro default__get_drop_sql(relation) -%}\n\n {%- if relation.is_view -%}\n {{ drop_view(relation) }}\n\n {%- elif relation.is_table -%}\n {{ drop_table(relation) }}\n\n {%- elif relation.is_materialized_view -%}\n {{ drop_materialized_view(relation) }}\n\n {%- else -%}\n drop {{ relation.type }} if exists {{ relation }} cascade\n\n {%- endif -%}\n\n{%- endmacro -%}\n\n\n", + "depends_on": { + "macros": [ + "macro.dbt.drop_view", + "macro.dbt.drop_table", + "macro.dbt.drop_materialized_view" + ] + }, + "description": "", + "meta": {}, + "docs": { "show": true, "node_color": null }, + "patch_path": null, + "arguments": [], + "created_at": 1699027425.9170969, + "supported_languages": null + }, + "macro.dbt.drop_relation": { + "name": "drop_relation", + "resource_type": "macro", + "package_name": "dbt", + "path": "macros/relations/drop.sql", + "original_file_path": "macros/relations/drop.sql", + "unique_id": "macro.dbt.drop_relation", + "macro_sql": "{% macro drop_relation(relation) -%}\n {{ return(adapter.dispatch('drop_relation', 'dbt')(relation)) }}\n{% endmacro %}", + "depends_on": { "macros": ["macro.dbt.default__drop_relation"] }, + "description": "", + "meta": {}, + "docs": { "show": true, "node_color": null }, + "patch_path": null, + "arguments": [], + "created_at": 1699027425.917274, + "supported_languages": null + }, + "macro.dbt.default__drop_relation": { + "name": "default__drop_relation", + "resource_type": "macro", + "package_name": "dbt", + "path": "macros/relations/drop.sql", + "original_file_path": "macros/relations/drop.sql", + "unique_id": "macro.dbt.default__drop_relation", + "macro_sql": "{% macro default__drop_relation(relation) -%}\n {% call statement('drop_relation', auto_begin=False) -%}\n {{ get_drop_sql(relation) }}\n {%- endcall %}\n{% endmacro %}", + "depends_on": { + "macros": ["macro.dbt.statement", "macro.dbt.get_drop_sql"] + }, + "description": "", + "meta": {}, + "docs": { "show": true, "node_color": null }, + "patch_path": null, + "arguments": [], + "created_at": 1699027425.917464, + "supported_languages": null + }, + "macro.dbt.drop_relation_if_exists": { + "name": "drop_relation_if_exists", + "resource_type": "macro", + "package_name": "dbt", + "path": "macros/relations/drop.sql", + "original_file_path": "macros/relations/drop.sql", + "unique_id": "macro.dbt.drop_relation_if_exists", + "macro_sql": "{% macro drop_relation_if_exists(relation) %}\n {% if relation is not none %}\n {{ adapter.drop_relation(relation) }}\n {% endif %}\n{% endmacro %}", + "depends_on": { "macros": [] }, + "description": "", + "meta": {}, + "docs": { "show": true, "node_color": null }, + "patch_path": null, + "arguments": [], + "created_at": 1699027425.9176462, + "supported_languages": null + }, + "macro.dbt.get_replace_sql": { + "name": "get_replace_sql", + "resource_type": "macro", + "package_name": "dbt", + "path": "macros/relations/replace.sql", + "original_file_path": "macros/relations/replace.sql", + "unique_id": "macro.dbt.get_replace_sql", + "macro_sql": "{% macro get_replace_sql(existing_relation, target_relation, sql) %}\n {{- log('Applying REPLACE to: ' ~ existing_relation) -}}\n {{- adapter.dispatch('get_replace_sql', 'dbt')(existing_relation, target_relation, sql) -}}\n{% endmacro %}", + "depends_on": { + "macros": ["macro.dbt_snowflake.snowflake__get_replace_sql"] + }, + "description": "", + "meta": {}, + "docs": { "show": true, "node_color": null }, + "patch_path": null, + "arguments": [], + "created_at": 1699027425.918371, + "supported_languages": null + }, + "macro.dbt.default__get_replace_sql": { + "name": "default__get_replace_sql", + "resource_type": "macro", + "package_name": "dbt", + "path": "macros/relations/replace.sql", + "original_file_path": "macros/relations/replace.sql", + "unique_id": "macro.dbt.default__get_replace_sql", + "macro_sql": "{% macro default__get_replace_sql(existing_relation, target_relation, sql) %}\n\n {# /* use a create or replace statement if possible */ #}\n\n {% set is_replaceable = existing_relation.type == target_relation_type and existing_relation.can_be_replaced %}\n\n {% if is_replaceable and existing_relation.is_view %}\n {{ get_replace_view_sql(target_relation, sql) }}\n\n {% elif is_replaceable and existing_relation.is_table %}\n {{ get_replace_table_sql(target_relation, sql) }}\n\n {% elif is_replaceable and existing_relation.is_materialized_view %}\n {{ get_replace_materialized_view_sql(target_relation, sql) }}\n\n {# /* a create or replace statement is not possible, so try to stage and/or backup to be safe */ #}\n\n {# /* create target_relation as an intermediate relation, then swap it out with the existing one using a backup */ #}\n {%- elif target_relation.can_be_renamed and existing_relation.can_be_renamed -%}\n {{ get_create_intermediate_sql(target_relation, sql) }};\n {{ get_create_backup_sql(existing_relation) }};\n {{ get_rename_intermediate_sql(target_relation) }};\n {{ get_drop_backup_sql(existing_relation) }}\n\n {# /* create target_relation as an intermediate relation, then swap it out with the existing one without using a backup */ #}\n {%- elif target_relation.can_be_renamed -%}\n {{ get_create_intermediate_sql(target_relation, sql) }};\n {{ get_drop_sql(existing_relation) }};\n {{ get_rename_intermediate_sql(target_relation) }}\n\n {# /* create target_relation in place by first backing up the existing relation */ #}\n {%- elif existing_relation.can_be_renamed -%}\n {{ get_create_backup_sql(existing_relation) }};\n {{ get_create_sql(target_relation, sql) }};\n {{ get_drop_backup_sql(existing_relation) }}\n\n {# /* no renaming is allowed, so just drop and create */ #}\n {%- else -%}\n {{ get_drop_sql(existing_relation) }};\n {{ get_create_sql(target_relation, sql) }}\n\n {%- endif -%}\n\n{% endmacro %}", + "depends_on": { + "macros": [ + "macro.dbt.get_replace_view_sql", + "macro.dbt.get_replace_table_sql", + "macro.dbt.get_replace_materialized_view_sql", + "macro.dbt.get_create_intermediate_sql", + "macro.dbt.get_create_backup_sql", + "macro.dbt.get_rename_intermediate_sql", + "macro.dbt.get_drop_backup_sql", + "macro.dbt.get_drop_sql", + "macro.dbt.get_create_sql" + ] + }, + "description": "", + "meta": {}, + "docs": { "show": true, "node_color": null }, + "patch_path": null, + "arguments": [], + "created_at": 1699027425.919646, + "supported_languages": null + }, + "macro.dbt.get_create_intermediate_sql": { + "name": "get_create_intermediate_sql", + "resource_type": "macro", + "package_name": "dbt", + "path": "macros/relations/create_intermediate.sql", + "original_file_path": "macros/relations/create_intermediate.sql", + "unique_id": "macro.dbt.get_create_intermediate_sql", + "macro_sql": "{%- macro get_create_intermediate_sql(relation, sql) -%}\n {{- log('Applying CREATE INTERMEDIATE to: ' ~ relation) -}}\n {{- adapter.dispatch('get_create_intermediate_sql', 'dbt')(relation, sql) -}}\n{%- endmacro -%}\n\n\n", + "depends_on": { + "macros": ["macro.dbt.default__get_create_intermediate_sql"] + }, + "description": "", + "meta": {}, + "docs": { "show": true, "node_color": null }, + "patch_path": null, + "arguments": [], + "created_at": 1699027425.9200058, + "supported_languages": null + }, + "macro.dbt.default__get_create_intermediate_sql": { + "name": "default__get_create_intermediate_sql", + "resource_type": "macro", + "package_name": "dbt", + "path": "macros/relations/create_intermediate.sql", + "original_file_path": "macros/relations/create_intermediate.sql", + "unique_id": "macro.dbt.default__get_create_intermediate_sql", + "macro_sql": "{%- macro default__get_create_intermediate_sql(relation, sql) -%}\n\n -- get the standard intermediate name\n {% set intermediate_relation = make_intermediate_relation(relation) %}\n\n -- drop any pre-existing intermediate\n {{ get_drop_sql(intermediate_relation) }};\n\n {{ get_create_sql(intermediate_relation, sql) }}\n\n{%- endmacro -%}", + "depends_on": { + "macros": [ + "macro.dbt.make_intermediate_relation", + "macro.dbt.get_drop_sql", + "macro.dbt.get_create_sql" + ] + }, + "description": "", + "meta": {}, + "docs": { "show": true, "node_color": null }, + "patch_path": null, + "arguments": [], + "created_at": 1699027425.9202418, + "supported_languages": null + }, + "macro.dbt.get_drop_backup_sql": { + "name": "get_drop_backup_sql", + "resource_type": "macro", + "package_name": "dbt", + "path": "macros/relations/drop_backup.sql", + "original_file_path": "macros/relations/drop_backup.sql", + "unique_id": "macro.dbt.get_drop_backup_sql", + "macro_sql": "{%- macro get_drop_backup_sql(relation) -%}\n {{- log('Applying DROP BACKUP to: ' ~ relation) -}}\n {{- adapter.dispatch('get_drop_backup_sql', 'dbt')(relation) -}}\n{%- endmacro -%}\n\n\n", + "depends_on": { + "macros": ["macro.dbt.default__get_drop_backup_sql"] + }, + "description": "", + "meta": {}, + "docs": { "show": true, "node_color": null }, + "patch_path": null, + "arguments": [], + "created_at": 1699027425.920543, + "supported_languages": null + }, + "macro.dbt.default__get_drop_backup_sql": { + "name": "default__get_drop_backup_sql", + "resource_type": "macro", + "package_name": "dbt", + "path": "macros/relations/drop_backup.sql", + "original_file_path": "macros/relations/drop_backup.sql", + "unique_id": "macro.dbt.default__get_drop_backup_sql", + "macro_sql": "{%- macro default__get_drop_backup_sql(relation) -%}\n\n -- get the standard backup name\n {% set backup_relation = make_backup_relation(relation, relation.type) %}\n\n {{ get_drop_sql(backup_relation) }}\n\n{%- endmacro -%}", + "depends_on": { + "macros": [ + "macro.dbt.make_backup_relation", + "macro.dbt.get_drop_sql" + ] + }, + "description": "", + "meta": {}, + "docs": { "show": true, "node_color": null }, + "patch_path": null, + "arguments": [], + "created_at": 1699027425.9207418, + "supported_languages": null + }, + "macro.dbt.get_rename_sql": { + "name": "get_rename_sql", + "resource_type": "macro", + "package_name": "dbt", + "path": "macros/relations/rename.sql", + "original_file_path": "macros/relations/rename.sql", + "unique_id": "macro.dbt.get_rename_sql", + "macro_sql": "{%- macro get_rename_sql(relation, new_name) -%}\n {{- log('Applying RENAME to: ' ~ relation) -}}\n {{- adapter.dispatch('get_rename_sql', 'dbt')(relation, new_name) -}}\n{%- endmacro -%}\n\n\n", + "depends_on": { "macros": ["macro.dbt.default__get_rename_sql"] }, + "description": "", + "meta": {}, + "docs": { "show": true, "node_color": null }, + "patch_path": null, + "arguments": [], + "created_at": 1699027425.921459, + "supported_languages": null + }, + "macro.dbt.default__get_rename_sql": { + "name": "default__get_rename_sql", + "resource_type": "macro", + "package_name": "dbt", + "path": "macros/relations/rename.sql", + "original_file_path": "macros/relations/rename.sql", + "unique_id": "macro.dbt.default__get_rename_sql", + "macro_sql": "{%- macro default__get_rename_sql(relation, new_name) -%}\n\n {%- if relation.is_view -%}\n {{ get_rename_view_sql(relation, new_name) }}\n\n {%- elif relation.is_table -%}\n {{ get_rename_table_sql(relation, new_name) }}\n\n {%- elif relation.is_materialized_view -%}\n {{ get_rename_materialized_view_sql(relation, new_name) }}\n\n {%- else -%}\n {{- exceptions.raise_compiler_error(\"`get_rename_sql` has not been implemented for: \" ~ relation.type ) -}}\n\n {%- endif -%}\n\n{%- endmacro -%}\n\n\n", + "depends_on": { + "macros": [ + "macro.dbt.get_rename_view_sql", + "macro.dbt.get_rename_table_sql", + "macro.dbt.get_rename_materialized_view_sql" + ] + }, + "description": "", + "meta": {}, + "docs": { "show": true, "node_color": null }, + "patch_path": null, + "arguments": [], + "created_at": 1699027425.922005, + "supported_languages": null + }, + "macro.dbt.rename_relation": { + "name": "rename_relation", + "resource_type": "macro", + "package_name": "dbt", + "path": "macros/relations/rename.sql", + "original_file_path": "macros/relations/rename.sql", + "unique_id": "macro.dbt.rename_relation", + "macro_sql": "{% macro rename_relation(from_relation, to_relation) -%}\n {{ return(adapter.dispatch('rename_relation', 'dbt')(from_relation, to_relation)) }}\n{% endmacro %}", + "depends_on": { + "macros": ["macro.dbt_snowflake.snowflake__rename_relation"] + }, + "description": "", + "meta": {}, + "docs": { "show": true, "node_color": null }, + "patch_path": null, + "arguments": [], + "created_at": 1699027425.922283, + "supported_languages": null + }, + "macro.dbt.default__rename_relation": { + "name": "default__rename_relation", + "resource_type": "macro", + "package_name": "dbt", + "path": "macros/relations/rename.sql", + "original_file_path": "macros/relations/rename.sql", + "unique_id": "macro.dbt.default__rename_relation", + "macro_sql": "{% macro default__rename_relation(from_relation, to_relation) -%}\n {% set target_name = adapter.quote_as_configured(to_relation.identifier, 'identifier') %}\n {% call statement('rename_relation') -%}\n alter table {{ from_relation }} rename to {{ target_name }}\n {%- endcall %}\n{% endmacro %}", + "depends_on": { "macros": ["macro.dbt.statement"] }, + "description": "", + "meta": {}, + "docs": { "show": true, "node_color": null }, + "patch_path": null, + "arguments": [], + "created_at": 1699027425.922581, + "supported_languages": null + }, + "macro.dbt.get_create_backup_sql": { + "name": "get_create_backup_sql", + "resource_type": "macro", + "package_name": "dbt", + "path": "macros/relations/create_backup.sql", + "original_file_path": "macros/relations/create_backup.sql", + "unique_id": "macro.dbt.get_create_backup_sql", + "macro_sql": "{%- macro get_create_backup_sql(relation) -%}\n {{- log('Applying CREATE BACKUP to: ' ~ relation) -}}\n {{- adapter.dispatch('get_create_backup_sql', 'dbt')(relation) -}}\n{%- endmacro -%}\n\n\n", + "depends_on": { + "macros": ["macro.dbt.default__get_create_backup_sql"] + }, + "description": "", + "meta": {}, + "docs": { "show": true, "node_color": null }, + "patch_path": null, + "arguments": [], + "created_at": 1699027425.922967, + "supported_languages": null + }, + "macro.dbt.default__get_create_backup_sql": { + "name": "default__get_create_backup_sql", + "resource_type": "macro", + "package_name": "dbt", + "path": "macros/relations/create_backup.sql", + "original_file_path": "macros/relations/create_backup.sql", + "unique_id": "macro.dbt.default__get_create_backup_sql", + "macro_sql": "{%- macro default__get_create_backup_sql(relation) -%}\n\n -- get the standard backup name\n {% set backup_relation = make_backup_relation(relation, relation.type) %}\n\n -- drop any pre-existing backup\n {{ get_drop_sql(backup_relation) }};\n\n {{ get_rename_sql(relation, backup_relation.identifier) }}\n\n{%- endmacro -%}", + "depends_on": { + "macros": [ + "macro.dbt.make_backup_relation", + "macro.dbt.get_drop_sql", + "macro.dbt.get_rename_sql" + ] + }, + "description": "", + "meta": {}, + "docs": { "show": true, "node_color": null }, + "patch_path": null, + "arguments": [], + "created_at": 1699027425.9232361, + "supported_languages": null + }, + "macro.dbt.get_create_sql": { + "name": "get_create_sql", + "resource_type": "macro", + "package_name": "dbt", + "path": "macros/relations/create.sql", + "original_file_path": "macros/relations/create.sql", + "unique_id": "macro.dbt.get_create_sql", + "macro_sql": "{%- macro get_create_sql(relation, sql) -%}\n {{- log('Applying CREATE to: ' ~ relation) -}}\n {{- adapter.dispatch('get_create_sql', 'dbt')(relation, sql) -}}\n{%- endmacro -%}\n\n\n", + "depends_on": { + "macros": ["macro.dbt_snowflake.snowflake__get_create_sql"] + }, + "description": "", + "meta": {}, + "docs": { "show": true, "node_color": null }, + "patch_path": null, + "arguments": [], + "created_at": 1699027425.923713, + "supported_languages": null + }, + "macro.dbt.default__get_create_sql": { + "name": "default__get_create_sql", + "resource_type": "macro", + "package_name": "dbt", + "path": "macros/relations/create.sql", + "original_file_path": "macros/relations/create.sql", + "unique_id": "macro.dbt.default__get_create_sql", + "macro_sql": "{%- macro default__get_create_sql(relation, sql) -%}\n\n {%- if relation.is_view -%}\n {{ get_create_view_as_sql(relation, sql) }}\n\n {%- elif relation.is_table -%}\n {{ get_create_table_as_sql(False, relation, sql) }}\n\n {%- elif relation.is_materialized_view -%}\n {{ get_create_materialized_view_as_sql(relation, sql) }}\n\n {%- else -%}\n {{- exceptions.raise_compiler_error(\"`get_create_sql` has not been implemented for: \" ~ relation.type ) -}}\n\n {%- endif -%}\n\n{%- endmacro -%}", + "depends_on": { + "macros": [ + "macro.dbt.get_create_view_as_sql", + "macro.dbt.get_create_table_as_sql", + "macro.dbt.get_create_materialized_view_as_sql" + ] + }, + "description": "", + "meta": {}, + "docs": { "show": true, "node_color": null }, + "patch_path": null, + "arguments": [], + "created_at": 1699027425.924171, + "supported_languages": null + }, + "macro.dbt.get_rename_intermediate_sql": { + "name": "get_rename_intermediate_sql", + "resource_type": "macro", + "package_name": "dbt", + "path": "macros/relations/rename_intermediate.sql", + "original_file_path": "macros/relations/rename_intermediate.sql", + "unique_id": "macro.dbt.get_rename_intermediate_sql", + "macro_sql": "{%- macro get_rename_intermediate_sql(relation) -%}\n {{- log('Applying RENAME INTERMEDIATE to: ' ~ relation) -}}\n {{- adapter.dispatch('get_rename_intermediate_sql', 'dbt')(relation) -}}\n{%- endmacro -%}\n\n\n", + "depends_on": { + "macros": ["macro.dbt.default__get_rename_intermediate_sql"] + }, + "description": "", + "meta": {}, + "docs": { "show": true, "node_color": null }, + "patch_path": null, + "arguments": [], + "created_at": 1699027425.9245079, + "supported_languages": null + }, + "macro.dbt.default__get_rename_intermediate_sql": { + "name": "default__get_rename_intermediate_sql", + "resource_type": "macro", + "package_name": "dbt", + "path": "macros/relations/rename_intermediate.sql", + "original_file_path": "macros/relations/rename_intermediate.sql", + "unique_id": "macro.dbt.default__get_rename_intermediate_sql", + "macro_sql": "{%- macro default__get_rename_intermediate_sql(relation) -%}\n\n -- get the standard intermediate name\n {% set intermediate_relation = make_intermediate_relation(relation) %}\n\n {{ get_rename_sql(intermediate_relation, relation.identifier) }}\n\n{%- endmacro -%}", + "depends_on": { + "macros": [ + "macro.dbt.make_intermediate_relation", + "macro.dbt.get_rename_sql" + ] + }, + "description": "", + "meta": {}, + "docs": { "show": true, "node_color": null }, + "patch_path": null, + "arguments": [], + "created_at": 1699027425.924709, + "supported_languages": null + }, + "macro.dbt.drop_materialized_view": { + "name": "drop_materialized_view", + "resource_type": "macro", + "package_name": "dbt", + "path": "macros/relations/materialized_view/drop.sql", + "original_file_path": "macros/relations/materialized_view/drop.sql", + "unique_id": "macro.dbt.drop_materialized_view", + "macro_sql": "{% macro drop_materialized_view(relation) -%}\n {{ return(adapter.dispatch('drop_materialized_view', 'dbt')(relation)) }}\n{%- endmacro %}", + "depends_on": { + "macros": ["macro.dbt.default__drop_materialized_view"] + }, + "description": "", + "meta": {}, + "docs": { "show": true, "node_color": null }, + "patch_path": null, + "arguments": [], + "created_at": 1699027425.924994, + "supported_languages": null + }, + "macro.dbt.default__drop_materialized_view": { + "name": "default__drop_materialized_view", + "resource_type": "macro", + "package_name": "dbt", + "path": "macros/relations/materialized_view/drop.sql", + "original_file_path": "macros/relations/materialized_view/drop.sql", + "unique_id": "macro.dbt.default__drop_materialized_view", + "macro_sql": "{% macro default__drop_materialized_view(relation) -%}\n drop materialized view if exists {{ relation }} cascade\n{%- endmacro %}", + "depends_on": { "macros": [] }, + "description": "", + "meta": {}, + "docs": { "show": true, "node_color": null }, + "patch_path": null, + "arguments": [], + "created_at": 1699027425.925101, + "supported_languages": null + }, + "macro.dbt.get_replace_materialized_view_sql": { + "name": "get_replace_materialized_view_sql", + "resource_type": "macro", + "package_name": "dbt", + "path": "macros/relations/materialized_view/replace.sql", + "original_file_path": "macros/relations/materialized_view/replace.sql", + "unique_id": "macro.dbt.get_replace_materialized_view_sql", + "macro_sql": "{% macro get_replace_materialized_view_sql(relation, sql) %}\n {{- adapter.dispatch('get_replace_materialized_view_sql', 'dbt')(relation, sql) -}}\n{% endmacro %}", + "depends_on": { + "macros": [ + "macro.dbt.default__get_replace_materialized_view_sql" + ] + }, + "description": "", + "meta": {}, + "docs": { "show": true, "node_color": null }, + "patch_path": null, + "arguments": [], + "created_at": 1699027425.9253602, + "supported_languages": null + }, + "macro.dbt.default__get_replace_materialized_view_sql": { + "name": "default__get_replace_materialized_view_sql", + "resource_type": "macro", + "package_name": "dbt", + "path": "macros/relations/materialized_view/replace.sql", + "original_file_path": "macros/relations/materialized_view/replace.sql", + "unique_id": "macro.dbt.default__get_replace_materialized_view_sql", + "macro_sql": "{% macro default__get_replace_materialized_view_sql(relation, sql) %}\n {{ exceptions.raise_compiler_error(\n \"`get_replace_materialized_view_sql` has not been implemented for this adapter.\"\n ) }}\n{% endmacro %}", + "depends_on": { "macros": [] }, + "description": "", + "meta": {}, + "docs": { "show": true, "node_color": null }, + "patch_path": null, + "arguments": [], + "created_at": 1699027425.925498, + "supported_languages": null + }, + "macro.dbt.refresh_materialized_view": { + "name": "refresh_materialized_view", + "resource_type": "macro", + "package_name": "dbt", + "path": "macros/relations/materialized_view/refresh.sql", + "original_file_path": "macros/relations/materialized_view/refresh.sql", + "unique_id": "macro.dbt.refresh_materialized_view", + "macro_sql": "{% macro refresh_materialized_view(relation) %}\n {{- log('Applying REFRESH to: ' ~ relation) -}}\n {{- adapter.dispatch('refresh_materialized_view', 'dbt')(relation) -}}\n{% endmacro %}", + "depends_on": { + "macros": ["macro.dbt.default__refresh_materialized_view"] + }, + "description": "", + "meta": {}, + "docs": { "show": true, "node_color": null }, + "patch_path": null, + "arguments": [], + "created_at": 1699027425.925833, + "supported_languages": null + }, + "macro.dbt.default__refresh_materialized_view": { + "name": "default__refresh_materialized_view", + "resource_type": "macro", + "package_name": "dbt", + "path": "macros/relations/materialized_view/refresh.sql", + "original_file_path": "macros/relations/materialized_view/refresh.sql", + "unique_id": "macro.dbt.default__refresh_materialized_view", + "macro_sql": "{% macro default__refresh_materialized_view(relation) %}\n {{ exceptions.raise_compiler_error(\"`refresh_materialized_view` has not been implemented for this adapter.\") }}\n{% endmacro %}", + "depends_on": { "macros": [] }, + "description": "", + "meta": {}, + "docs": { "show": true, "node_color": null }, + "patch_path": null, + "arguments": [], + "created_at": 1699027425.926044, + "supported_languages": null + }, + "macro.dbt.get_rename_materialized_view_sql": { + "name": "get_rename_materialized_view_sql", + "resource_type": "macro", + "package_name": "dbt", + "path": "macros/relations/materialized_view/rename.sql", + "original_file_path": "macros/relations/materialized_view/rename.sql", + "unique_id": "macro.dbt.get_rename_materialized_view_sql", + "macro_sql": "{% macro get_rename_materialized_view_sql(relation, new_name) %}\n {{- adapter.dispatch('get_rename_materialized_view_sql', 'dbt')(relation, new_name) -}}\n{% endmacro %}", + "depends_on": { + "macros": [ + "macro.dbt.default__get_rename_materialized_view_sql" + ] + }, + "description": "", + "meta": {}, + "docs": { "show": true, "node_color": null }, + "patch_path": null, + "arguments": [], + "created_at": 1699027425.926317, + "supported_languages": null + }, + "macro.dbt.default__get_rename_materialized_view_sql": { + "name": "default__get_rename_materialized_view_sql", + "resource_type": "macro", + "package_name": "dbt", + "path": "macros/relations/materialized_view/rename.sql", + "original_file_path": "macros/relations/materialized_view/rename.sql", + "unique_id": "macro.dbt.default__get_rename_materialized_view_sql", + "macro_sql": "{% macro default__get_rename_materialized_view_sql(relation, new_name) %}\n {{ exceptions.raise_compiler_error(\n \"`get_rename_materialized_view_sql` has not been implemented for this adapter.\"\n ) }}\n{% endmacro %}", + "depends_on": { "macros": [] }, + "description": "", + "meta": {}, + "docs": { "show": true, "node_color": null }, + "patch_path": null, + "arguments": [], + "created_at": 1699027425.9264598, + "supported_languages": null + }, + "macro.dbt.get_alter_materialized_view_as_sql": { + "name": "get_alter_materialized_view_as_sql", + "resource_type": "macro", + "package_name": "dbt", + "path": "macros/relations/materialized_view/alter.sql", + "original_file_path": "macros/relations/materialized_view/alter.sql", + "unique_id": "macro.dbt.get_alter_materialized_view_as_sql", + "macro_sql": "{% macro get_alter_materialized_view_as_sql(\n relation,\n configuration_changes,\n sql,\n existing_relation,\n backup_relation,\n intermediate_relation\n) %}\n {{- log('Applying ALTER to: ' ~ relation) -}}\n {{- adapter.dispatch('get_alter_materialized_view_as_sql', 'dbt')(\n relation,\n configuration_changes,\n sql,\n existing_relation,\n backup_relation,\n intermediate_relation\n ) -}}\n{% endmacro %}", + "depends_on": { + "macros": [ + "macro.dbt.default__get_alter_materialized_view_as_sql" + ] + }, + "description": "", + "meta": {}, + "docs": { "show": true, "node_color": null }, + "patch_path": null, + "arguments": [], + "created_at": 1699027425.927117, + "supported_languages": null + }, + "macro.dbt.default__get_alter_materialized_view_as_sql": { + "name": "default__get_alter_materialized_view_as_sql", + "resource_type": "macro", + "package_name": "dbt", + "path": "macros/relations/materialized_view/alter.sql", + "original_file_path": "macros/relations/materialized_view/alter.sql", + "unique_id": "macro.dbt.default__get_alter_materialized_view_as_sql", + "macro_sql": "{% macro default__get_alter_materialized_view_as_sql(\n relation,\n configuration_changes,\n sql,\n existing_relation,\n backup_relation,\n intermediate_relation\n) %}\n {{ exceptions.raise_compiler_error(\"Materialized views have not been implemented for this adapter.\") }}\n{% endmacro %}", + "depends_on": { "macros": [] }, + "description": "", + "meta": {}, + "docs": { "show": true, "node_color": null }, + "patch_path": null, + "arguments": [], + "created_at": 1699027425.927306, + "supported_languages": null + }, + "macro.dbt.get_materialized_view_configuration_changes": { + "name": "get_materialized_view_configuration_changes", + "resource_type": "macro", + "package_name": "dbt", + "path": "macros/relations/materialized_view/alter.sql", + "original_file_path": "macros/relations/materialized_view/alter.sql", + "unique_id": "macro.dbt.get_materialized_view_configuration_changes", + "macro_sql": "{% macro get_materialized_view_configuration_changes(existing_relation, new_config) %}\n /* {#\n It's recommended that configuration changes be formatted as follows:\n {\"\": [{\"action\": \"\", \"context\": ...}]}\n\n For example:\n {\n \"indexes\": [\n {\"action\": \"drop\", \"context\": \"index_abc\"},\n {\"action\": \"create\", \"context\": {\"columns\": [\"column_1\", \"column_2\"], \"type\": \"hash\", \"unique\": True}},\n ],\n }\n\n Either way, `get_materialized_view_configuration_changes` needs to align with `get_alter_materialized_view_as_sql`.\n #} */\n {{- log('Determining configuration changes on: ' ~ existing_relation) -}}\n {%- do return(adapter.dispatch('get_materialized_view_configuration_changes', 'dbt')(existing_relation, new_config)) -%}\n{% endmacro %}", + "depends_on": { + "macros": [ + "macro.dbt.default__get_materialized_view_configuration_changes" + ] + }, + "description": "", + "meta": {}, + "docs": { "show": true, "node_color": null }, + "patch_path": null, + "arguments": [], + "created_at": 1699027425.927614, + "supported_languages": null + }, + "macro.dbt.default__get_materialized_view_configuration_changes": { + "name": "default__get_materialized_view_configuration_changes", + "resource_type": "macro", + "package_name": "dbt", + "path": "macros/relations/materialized_view/alter.sql", + "original_file_path": "macros/relations/materialized_view/alter.sql", + "unique_id": "macro.dbt.default__get_materialized_view_configuration_changes", + "macro_sql": "{% macro default__get_materialized_view_configuration_changes(existing_relation, new_config) %}\n {{ exceptions.raise_compiler_error(\"Materialized views have not been implemented for this adapter.\") }}\n{% endmacro %}", + "depends_on": { "macros": [] }, + "description": "", + "meta": {}, + "docs": { "show": true, "node_color": null }, + "patch_path": null, + "arguments": [], + "created_at": 1699027425.927777, + "supported_languages": null + }, + "macro.dbt.get_create_materialized_view_as_sql": { + "name": "get_create_materialized_view_as_sql", + "resource_type": "macro", + "package_name": "dbt", + "path": "macros/relations/materialized_view/create.sql", + "original_file_path": "macros/relations/materialized_view/create.sql", + "unique_id": "macro.dbt.get_create_materialized_view_as_sql", + "macro_sql": "{% macro get_create_materialized_view_as_sql(relation, sql) -%}\n {{- adapter.dispatch('get_create_materialized_view_as_sql', 'dbt')(relation, sql) -}}\n{%- endmacro %}", + "depends_on": { + "macros": [ + "macro.dbt.default__get_create_materialized_view_as_sql" + ] + }, + "description": "", + "meta": {}, + "docs": { "show": true, "node_color": null }, + "patch_path": null, + "arguments": [], + "created_at": 1699027425.928052, + "supported_languages": null + }, + "macro.dbt.default__get_create_materialized_view_as_sql": { + "name": "default__get_create_materialized_view_as_sql", + "resource_type": "macro", + "package_name": "dbt", + "path": "macros/relations/materialized_view/create.sql", + "original_file_path": "macros/relations/materialized_view/create.sql", + "unique_id": "macro.dbt.default__get_create_materialized_view_as_sql", + "macro_sql": "{% macro default__get_create_materialized_view_as_sql(relation, sql) -%}\n {{ exceptions.raise_compiler_error(\n \"`get_create_materialized_view_as_sql` has not been implemented for this adapter.\"\n ) }}\n{% endmacro %}", + "depends_on": { "macros": [] }, + "description": "", + "meta": {}, + "docs": { "show": true, "node_color": null }, + "patch_path": null, + "arguments": [], + "created_at": 1699027425.928187, + "supported_languages": null + }, + "macro.dbt.get_table_columns_and_constraints": { + "name": "get_table_columns_and_constraints", + "resource_type": "macro", + "package_name": "dbt", + "path": "macros/relations/column/columns_spec_ddl.sql", + "original_file_path": "macros/relations/column/columns_spec_ddl.sql", + "unique_id": "macro.dbt.get_table_columns_and_constraints", + "macro_sql": "{%- macro get_table_columns_and_constraints() -%}\n {{ adapter.dispatch('get_table_columns_and_constraints', 'dbt')() }}\n{%- endmacro -%}\n\n", + "depends_on": { + "macros": [ + "macro.dbt.default__get_table_columns_and_constraints" + ] + }, + "description": "", + "meta": {}, + "docs": { "show": true, "node_color": null }, + "patch_path": null, + "arguments": [], + "created_at": 1699027425.92918, + "supported_languages": null + }, + "macro.dbt.default__get_table_columns_and_constraints": { + "name": "default__get_table_columns_and_constraints", + "resource_type": "macro", + "package_name": "dbt", + "path": "macros/relations/column/columns_spec_ddl.sql", + "original_file_path": "macros/relations/column/columns_spec_ddl.sql", + "unique_id": "macro.dbt.default__get_table_columns_and_constraints", + "macro_sql": "{% macro default__get_table_columns_and_constraints() -%}\n {{ return(table_columns_and_constraints()) }}\n{%- endmacro %}", + "depends_on": { + "macros": ["macro.dbt.table_columns_and_constraints"] + }, + "description": "", + "meta": {}, + "docs": { "show": true, "node_color": null }, + "patch_path": null, + "arguments": [], + "created_at": 1699027425.929298, + "supported_languages": null + }, + "macro.dbt.table_columns_and_constraints": { + "name": "table_columns_and_constraints", + "resource_type": "macro", + "package_name": "dbt", + "path": "macros/relations/column/columns_spec_ddl.sql", + "original_file_path": "macros/relations/column/columns_spec_ddl.sql", + "unique_id": "macro.dbt.table_columns_and_constraints", + "macro_sql": "{% macro table_columns_and_constraints() %}\n {# loop through user_provided_columns to create DDL with data types and constraints #}\n {%- set raw_column_constraints = adapter.render_raw_columns_constraints(raw_columns=model['columns']) -%}\n {%- set raw_model_constraints = adapter.render_raw_model_constraints(raw_constraints=model['constraints']) -%}\n (\n {% for c in raw_column_constraints -%}\n {{ c }}{{ \",\" if not loop.last or raw_model_constraints }}\n {% endfor %}\n {% for c in raw_model_constraints -%}\n {{ c }}{{ \",\" if not loop.last }}\n {% endfor -%}\n )\n{% endmacro %}", + "depends_on": { "macros": [] }, + "description": "", + "meta": {}, + "docs": { "show": true, "node_color": null }, + "patch_path": null, + "arguments": [], + "created_at": 1699027425.9298298, + "supported_languages": null + }, + "macro.dbt.get_assert_columns_equivalent": { + "name": "get_assert_columns_equivalent", + "resource_type": "macro", + "package_name": "dbt", + "path": "macros/relations/column/columns_spec_ddl.sql", + "original_file_path": "macros/relations/column/columns_spec_ddl.sql", + "unique_id": "macro.dbt.get_assert_columns_equivalent", + "macro_sql": "\n\n{%- macro get_assert_columns_equivalent(sql) -%}\n {{ adapter.dispatch('get_assert_columns_equivalent', 'dbt')(sql) }}\n{%- endmacro -%}\n\n", + "depends_on": { + "macros": ["macro.dbt.default__get_assert_columns_equivalent"] + }, + "description": "", + "meta": {}, + "docs": { "show": true, "node_color": null }, + "patch_path": null, + "arguments": [], + "created_at": 1699027425.929995, + "supported_languages": null + }, + "macro.dbt.default__get_assert_columns_equivalent": { + "name": "default__get_assert_columns_equivalent", + "resource_type": "macro", + "package_name": "dbt", + "path": "macros/relations/column/columns_spec_ddl.sql", + "original_file_path": "macros/relations/column/columns_spec_ddl.sql", + "unique_id": "macro.dbt.default__get_assert_columns_equivalent", + "macro_sql": "{% macro default__get_assert_columns_equivalent(sql) -%}\n {{ return(assert_columns_equivalent(sql)) }}\n{%- endmacro %}", + "depends_on": { "macros": ["macro.dbt.assert_columns_equivalent"] }, + "description": "", + "meta": {}, + "docs": { "show": true, "node_color": null }, + "patch_path": null, + "arguments": [], + "created_at": 1699027425.9301262, + "supported_languages": null + }, + "macro.dbt.assert_columns_equivalent": { + "name": "assert_columns_equivalent", + "resource_type": "macro", + "package_name": "dbt", + "path": "macros/relations/column/columns_spec_ddl.sql", + "original_file_path": "macros/relations/column/columns_spec_ddl.sql", + "unique_id": "macro.dbt.assert_columns_equivalent", + "macro_sql": "{% macro assert_columns_equivalent(sql) %}\n\n {#-- First ensure the user has defined 'columns' in yaml specification --#}\n {%- set user_defined_columns = model['columns'] -%}\n {%- if not user_defined_columns -%}\n {{ exceptions.raise_contract_error([], []) }}\n {%- endif -%}\n\n {#-- Obtain the column schema provided by sql file. #}\n {%- set sql_file_provided_columns = get_column_schema_from_query(sql, config.get('sql_header', none)) -%}\n {#--Obtain the column schema provided by the schema file by generating an 'empty schema' query from the model's columns. #}\n {%- set schema_file_provided_columns = get_column_schema_from_query(get_empty_schema_sql(user_defined_columns)) -%}\n\n {#-- create dictionaries with name and formatted data type and strings for exception #}\n {%- set sql_columns = format_columns(sql_file_provided_columns) -%}\n {%- set yaml_columns = format_columns(schema_file_provided_columns) -%}\n\n {%- if sql_columns|length != yaml_columns|length -%}\n {%- do exceptions.raise_contract_error(yaml_columns, sql_columns) -%}\n {%- endif -%}\n\n {%- for sql_col in sql_columns -%}\n {%- set yaml_col = [] -%}\n {%- for this_col in yaml_columns -%}\n {%- if this_col['name'] == sql_col['name'] -%}\n {%- do yaml_col.append(this_col) -%}\n {%- break -%}\n {%- endif -%}\n {%- endfor -%}\n {%- if not yaml_col -%}\n {#-- Column with name not found in yaml #}\n {%- do exceptions.raise_contract_error(yaml_columns, sql_columns) -%}\n {%- endif -%}\n {%- if sql_col['formatted'] != yaml_col[0]['formatted'] -%}\n {#-- Column data types don't match #}\n {%- do exceptions.raise_contract_error(yaml_columns, sql_columns) -%}\n {%- endif -%}\n {%- endfor -%}\n\n{% endmacro %}", + "depends_on": { + "macros": [ + "macro.dbt.get_column_schema_from_query", + "macro.dbt.get_empty_schema_sql", + "macro.dbt.format_columns" + ] + }, + "description": "", + "meta": {}, + "docs": { "show": true, "node_color": null }, + "patch_path": null, + "arguments": [], + "created_at": 1699027425.931586, + "supported_languages": null + }, + "macro.dbt.format_columns": { + "name": "format_columns", + "resource_type": "macro", + "package_name": "dbt", + "path": "macros/relations/column/columns_spec_ddl.sql", + "original_file_path": "macros/relations/column/columns_spec_ddl.sql", + "unique_id": "macro.dbt.format_columns", + "macro_sql": "{% macro format_columns(columns) %}\n {% set formatted_columns = [] %}\n {% for column in columns %}\n {%- set formatted_column = adapter.dispatch('format_column', 'dbt')(column) -%}\n {%- do formatted_columns.append(formatted_column) -%}\n {% endfor %}\n {{ return(formatted_columns) }}\n{% endmacro %}", + "depends_on": { "macros": ["macro.dbt.default__format_column"] }, + "description": "", + "meta": {}, + "docs": { "show": true, "node_color": null }, + "patch_path": null, + "arguments": [], + "created_at": 1699027425.9319758, + "supported_languages": null + }, + "macro.dbt.default__format_column": { + "name": "default__format_column", + "resource_type": "macro", + "package_name": "dbt", + "path": "macros/relations/column/columns_spec_ddl.sql", + "original_file_path": "macros/relations/column/columns_spec_ddl.sql", + "unique_id": "macro.dbt.default__format_column", + "macro_sql": "{% macro default__format_column(column) -%}\n {% set data_type = column.dtype %}\n {% set formatted = column.column.lower() ~ \" \" ~ data_type %}\n {{ return({'name': column.name, 'data_type': data_type, 'formatted': formatted}) }}\n{%- endmacro -%}", + "depends_on": { "macros": [] }, + "description": "", + "meta": {}, + "docs": { "show": true, "node_color": null }, + "patch_path": null, + "arguments": [], + "created_at": 1699027425.932302, + "supported_languages": null + }, + "macro.dbt.drop_table": { + "name": "drop_table", + "resource_type": "macro", + "package_name": "dbt", + "path": "macros/relations/table/drop.sql", + "original_file_path": "macros/relations/table/drop.sql", + "unique_id": "macro.dbt.drop_table", + "macro_sql": "{% macro drop_table(relation) -%}\n {{ return(adapter.dispatch('drop_table', 'dbt')(relation)) }}\n{%- endmacro %}", + "depends_on": { "macros": ["macro.dbt.default__drop_table"] }, + "description": "", + "meta": {}, + "docs": { "show": true, "node_color": null }, + "patch_path": null, + "arguments": [], + "created_at": 1699027425.9325702, + "supported_languages": null + }, + "macro.dbt.default__drop_table": { + "name": "default__drop_table", + "resource_type": "macro", + "package_name": "dbt", + "path": "macros/relations/table/drop.sql", + "original_file_path": "macros/relations/table/drop.sql", + "unique_id": "macro.dbt.default__drop_table", + "macro_sql": "{% macro default__drop_table(relation) -%}\n drop table if exists {{ relation }} cascade\n{%- endmacro %}", + "depends_on": { "macros": [] }, + "description": "", + "meta": {}, + "docs": { "show": true, "node_color": null }, + "patch_path": null, + "arguments": [], + "created_at": 1699027425.932683, + "supported_languages": null + }, + "macro.dbt.get_replace_table_sql": { + "name": "get_replace_table_sql", + "resource_type": "macro", + "package_name": "dbt", + "path": "macros/relations/table/replace.sql", + "original_file_path": "macros/relations/table/replace.sql", + "unique_id": "macro.dbt.get_replace_table_sql", + "macro_sql": "{% macro get_replace_table_sql(relation, sql) %}\n {{- adapter.dispatch('get_replace_table_sql', 'dbt')(relation, sql) -}}\n{% endmacro %}", + "depends_on": { + "macros": [ + "macro.dbt_snowflake.snowflake__get_replace_table_sql" + ] + }, + "description": "", + "meta": {}, + "docs": { "show": true, "node_color": null }, + "patch_path": null, + "arguments": [], + "created_at": 1699027425.932986, + "supported_languages": null + }, + "macro.dbt.default__get_replace_table_sql": { + "name": "default__get_replace_table_sql", + "resource_type": "macro", + "package_name": "dbt", + "path": "macros/relations/table/replace.sql", + "original_file_path": "macros/relations/table/replace.sql", + "unique_id": "macro.dbt.default__get_replace_table_sql", + "macro_sql": "{% macro default__get_replace_table_sql(relation, sql) %}\n {{ exceptions.raise_compiler_error(\n \"`get_replace_table_sql` has not been implemented for this adapter.\"\n ) }}\n{% endmacro %}", + "depends_on": { "macros": [] }, + "description": "", + "meta": {}, + "docs": { "show": true, "node_color": null }, + "patch_path": null, + "arguments": [], + "created_at": 1699027425.933134, + "supported_languages": null + }, + "macro.dbt.get_rename_table_sql": { + "name": "get_rename_table_sql", + "resource_type": "macro", + "package_name": "dbt", + "path": "macros/relations/table/rename.sql", + "original_file_path": "macros/relations/table/rename.sql", + "unique_id": "macro.dbt.get_rename_table_sql", + "macro_sql": "{% macro get_rename_table_sql(relation, new_name) %}\n {{- adapter.dispatch('get_rename_table_sql', 'dbt')(relation, new_name) -}}\n{% endmacro %}", + "depends_on": { + "macros": [ + "macro.dbt_snowflake.snowflake__get_rename_table_sql" + ] + }, + "description": "", + "meta": {}, + "docs": { "show": true, "node_color": null }, + "patch_path": null, + "arguments": [], + "created_at": 1699027425.933402, + "supported_languages": null + }, + "macro.dbt.default__get_rename_table_sql": { + "name": "default__get_rename_table_sql", + "resource_type": "macro", + "package_name": "dbt", + "path": "macros/relations/table/rename.sql", + "original_file_path": "macros/relations/table/rename.sql", + "unique_id": "macro.dbt.default__get_rename_table_sql", + "macro_sql": "{% macro default__get_rename_table_sql(relation, new_name) %}\n {{ exceptions.raise_compiler_error(\n \"`get_rename_table_sql` has not been implemented for this adapter.\"\n ) }}\n{% endmacro %}", + "depends_on": { "macros": [] }, + "description": "", + "meta": {}, + "docs": { "show": true, "node_color": null }, + "patch_path": null, + "arguments": [], + "created_at": 1699027425.933543, + "supported_languages": null + }, + "macro.dbt.get_create_table_as_sql": { + "name": "get_create_table_as_sql", + "resource_type": "macro", + "package_name": "dbt", + "path": "macros/relations/table/create.sql", + "original_file_path": "macros/relations/table/create.sql", + "unique_id": "macro.dbt.get_create_table_as_sql", + "macro_sql": "{% macro get_create_table_as_sql(temporary, relation, sql) -%}\n {{ adapter.dispatch('get_create_table_as_sql', 'dbt')(temporary, relation, sql) }}\n{%- endmacro %}", + "depends_on": { + "macros": ["macro.dbt.default__get_create_table_as_sql"] + }, + "description": "", + "meta": {}, + "docs": { "show": true, "node_color": null }, + "patch_path": null, + "arguments": [], + "created_at": 1699027425.934345, + "supported_languages": null + }, + "macro.dbt.default__get_create_table_as_sql": { + "name": "default__get_create_table_as_sql", + "resource_type": "macro", + "package_name": "dbt", + "path": "macros/relations/table/create.sql", + "original_file_path": "macros/relations/table/create.sql", + "unique_id": "macro.dbt.default__get_create_table_as_sql", + "macro_sql": "{% macro default__get_create_table_as_sql(temporary, relation, sql) -%}\n {{ return(create_table_as(temporary, relation, sql)) }}\n{% endmacro %}", + "depends_on": { "macros": ["macro.dbt.create_table_as"] }, + "description": "", + "meta": {}, + "docs": { "show": true, "node_color": null }, + "patch_path": null, + "arguments": [], + "created_at": 1699027425.9345212, + "supported_languages": null + }, + "macro.dbt.create_table_as": { + "name": "create_table_as", + "resource_type": "macro", + "package_name": "dbt", + "path": "macros/relations/table/create.sql", + "original_file_path": "macros/relations/table/create.sql", + "unique_id": "macro.dbt.create_table_as", + "macro_sql": "{% macro create_table_as(temporary, relation, compiled_code, language='sql') -%}\n {# backward compatibility for create_table_as that does not support language #}\n {% if language == \"sql\" %}\n {{ adapter.dispatch('create_table_as', 'dbt')(temporary, relation, compiled_code)}}\n {% else %}\n {{ adapter.dispatch('create_table_as', 'dbt')(temporary, relation, compiled_code, language) }}\n {% endif %}\n\n{%- endmacro %}", + "depends_on": { + "macros": ["macro.dbt_snowflake.snowflake__create_table_as"] + }, + "description": "", + "meta": {}, + "docs": { "show": true, "node_color": null }, + "patch_path": null, + "arguments": [], + "created_at": 1699027425.934967, + "supported_languages": null + }, + "macro.dbt.default__create_table_as": { + "name": "default__create_table_as", + "resource_type": "macro", + "package_name": "dbt", + "path": "macros/relations/table/create.sql", + "original_file_path": "macros/relations/table/create.sql", + "unique_id": "macro.dbt.default__create_table_as", + "macro_sql": "{% macro default__create_table_as(temporary, relation, sql) -%}\n {%- set sql_header = config.get('sql_header', none) -%}\n\n {{ sql_header if sql_header is not none }}\n\n create {% if temporary: -%}temporary{%- endif %} table\n {{ relation.include(database=(not temporary), schema=(not temporary)) }}\n {% set contract_config = config.get('contract') %}\n {% if contract_config.enforced and (not temporary) %}\n {{ get_assert_columns_equivalent(sql) }}\n {{ get_table_columns_and_constraints() }}\n {%- set sql = get_select_subquery(sql) %}\n {% endif %}\n as (\n {{ sql }}\n );\n{%- endmacro %}", + "depends_on": { + "macros": [ + "macro.dbt.get_assert_columns_equivalent", + "macro.dbt.get_table_columns_and_constraints", + "macro.dbt.get_select_subquery" + ] + }, + "description": "", + "meta": {}, + "docs": { "show": true, "node_color": null }, + "patch_path": null, + "arguments": [], + "created_at": 1699027425.9356182, + "supported_languages": null + }, + "macro.dbt.default__get_column_names": { + "name": "default__get_column_names", + "resource_type": "macro", + "package_name": "dbt", + "path": "macros/relations/table/create.sql", + "original_file_path": "macros/relations/table/create.sql", + "unique_id": "macro.dbt.default__get_column_names", + "macro_sql": "{% macro default__get_column_names() %}\n {#- loop through user_provided_columns to get column names -#}\n {%- set user_provided_columns = model['columns'] -%}\n {%- for i in user_provided_columns %}\n {%- set col = user_provided_columns[i] -%}\n {%- set col_name = adapter.quote(col['name']) if col.get('quote') else col['name'] -%}\n {{ col_name }}{{ \", \" if not loop.last }}\n {%- endfor -%}\n{% endmacro %}", + "depends_on": { "macros": [] }, + "description": "", + "meta": {}, + "docs": { "show": true, "node_color": null }, + "patch_path": null, + "arguments": [], + "created_at": 1699027425.936073, + "supported_languages": null + }, + "macro.dbt.get_select_subquery": { + "name": "get_select_subquery", + "resource_type": "macro", + "package_name": "dbt", + "path": "macros/relations/table/create.sql", + "original_file_path": "macros/relations/table/create.sql", + "unique_id": "macro.dbt.get_select_subquery", + "macro_sql": "{% macro get_select_subquery(sql) %}\n {{ return(adapter.dispatch('get_select_subquery', 'dbt')(sql)) }}\n{% endmacro %}", + "depends_on": { + "macros": ["macro.dbt.default__get_select_subquery"] + }, + "description": "", + "meta": {}, + "docs": { "show": true, "node_color": null }, + "patch_path": null, + "arguments": [], + "created_at": 1699027425.936247, + "supported_languages": null + }, + "macro.dbt.default__get_select_subquery": { + "name": "default__get_select_subquery", + "resource_type": "macro", + "package_name": "dbt", + "path": "macros/relations/table/create.sql", + "original_file_path": "macros/relations/table/create.sql", + "unique_id": "macro.dbt.default__get_select_subquery", + "macro_sql": "{% macro default__get_select_subquery(sql) %}\n select {{ adapter.dispatch('get_column_names', 'dbt')() }}\n from (\n {{ sql }}\n ) as model_subq\n{%- endmacro %}", + "depends_on": { "macros": ["macro.dbt.default__get_column_names"] }, + "description": "", + "meta": {}, + "docs": { "show": true, "node_color": null }, + "patch_path": null, + "arguments": [], + "created_at": 1699027425.936415, + "supported_languages": null + }, + "macro.dbt.drop_view": { + "name": "drop_view", + "resource_type": "macro", + "package_name": "dbt", + "path": "macros/relations/view/drop.sql", + "original_file_path": "macros/relations/view/drop.sql", + "unique_id": "macro.dbt.drop_view", + "macro_sql": "{% macro drop_view(relation) -%}\n {{ return(adapter.dispatch('drop_view', 'dbt')(relation)) }}\n{%- endmacro %}", + "depends_on": { "macros": ["macro.dbt.default__drop_view"] }, + "description": "", + "meta": {}, + "docs": { "show": true, "node_color": null }, + "patch_path": null, + "arguments": [], + "created_at": 1699027425.9366632, + "supported_languages": null + }, + "macro.dbt.default__drop_view": { + "name": "default__drop_view", + "resource_type": "macro", + "package_name": "dbt", + "path": "macros/relations/view/drop.sql", + "original_file_path": "macros/relations/view/drop.sql", + "unique_id": "macro.dbt.default__drop_view", + "macro_sql": "{% macro default__drop_view(relation) -%}\n drop view if exists {{ relation }} cascade\n{%- endmacro %}", + "depends_on": { "macros": [] }, + "description": "", + "meta": {}, + "docs": { "show": true, "node_color": null }, + "patch_path": null, + "arguments": [], + "created_at": 1699027425.9367611, + "supported_languages": null + }, + "macro.dbt.get_replace_view_sql": { + "name": "get_replace_view_sql", + "resource_type": "macro", + "package_name": "dbt", + "path": "macros/relations/view/replace.sql", + "original_file_path": "macros/relations/view/replace.sql", + "unique_id": "macro.dbt.get_replace_view_sql", + "macro_sql": "{% macro get_replace_view_sql(relation, sql) %}\n {{- adapter.dispatch('get_replace_view_sql', 'dbt')(relation, sql) -}}\n{% endmacro %}", + "depends_on": { + "macros": [ + "macro.dbt_snowflake.snowflake__get_replace_view_sql" + ] + }, + "description": "", + "meta": {}, + "docs": { "show": true, "node_color": null }, + "patch_path": null, + "arguments": [], + "created_at": 1699027425.937608, + "supported_languages": null + }, + "macro.dbt.default__get_replace_view_sql": { + "name": "default__get_replace_view_sql", + "resource_type": "macro", + "package_name": "dbt", + "path": "macros/relations/view/replace.sql", + "original_file_path": "macros/relations/view/replace.sql", + "unique_id": "macro.dbt.default__get_replace_view_sql", + "macro_sql": "{% macro default__get_replace_view_sql(relation, sql) %}\n {{ exceptions.raise_compiler_error(\n \"`get_replace_view_sql` has not been implemented for this adapter.\"\n ) }}\n{% endmacro %}", + "depends_on": { "macros": [] }, + "description": "", + "meta": {}, + "docs": { "show": true, "node_color": null }, + "patch_path": null, + "arguments": [], + "created_at": 1699027425.937772, + "supported_languages": null + }, + "macro.dbt.create_or_replace_view": { + "name": "create_or_replace_view", + "resource_type": "macro", + "package_name": "dbt", + "path": "macros/relations/view/replace.sql", + "original_file_path": "macros/relations/view/replace.sql", + "unique_id": "macro.dbt.create_or_replace_view", + "macro_sql": "{% macro create_or_replace_view() %}\n {%- set identifier = model['alias'] -%}\n\n {%- set old_relation = adapter.get_relation(database=database, schema=schema, identifier=identifier) -%}\n {%- set exists_as_view = (old_relation is not none and old_relation.is_view) -%}\n\n {%- set target_relation = api.Relation.create(\n identifier=identifier, schema=schema, database=database,\n type='view') -%}\n {% set grant_config = config.get('grants') %}\n\n {{ run_hooks(pre_hooks) }}\n\n -- If there's a table with the same name and we weren't told to full refresh,\n -- that's an error. If we were told to full refresh, drop it. This behavior differs\n -- for Snowflake and BigQuery, so multiple dispatch is used.\n {%- if old_relation is not none and old_relation.is_table -%}\n {{ handle_existing_table(should_full_refresh(), old_relation) }}\n {%- endif -%}\n\n -- build model\n {% call statement('main') -%}\n {{ get_create_view_as_sql(target_relation, sql) }}\n {%- endcall %}\n\n {% set should_revoke = should_revoke(exists_as_view, full_refresh_mode=True) %}\n {% do apply_grants(target_relation, grant_config, should_revoke=should_revoke) %}\n\n {{ run_hooks(post_hooks) }}\n\n {{ return({'relations': [target_relation]}) }}\n\n{% endmacro %}", + "depends_on": { + "macros": [ + "macro.dbt.run_hooks", + "macro.dbt.handle_existing_table", + "macro.dbt.should_full_refresh", + "macro.dbt.statement", + "macro.dbt.get_create_view_as_sql", + "macro.dbt.should_revoke", + "macro.dbt.apply_grants" + ] + }, + "description": "", + "meta": {}, + "docs": { "show": true, "node_color": null }, + "patch_path": null, + "arguments": [], + "created_at": 1699027425.939042, + "supported_languages": null + }, + "macro.dbt.handle_existing_table": { + "name": "handle_existing_table", + "resource_type": "macro", + "package_name": "dbt", + "path": "macros/relations/view/replace.sql", + "original_file_path": "macros/relations/view/replace.sql", + "unique_id": "macro.dbt.handle_existing_table", + "macro_sql": "{% macro handle_existing_table(full_refresh, old_relation) %}\n {{ adapter.dispatch('handle_existing_table', 'dbt')(full_refresh, old_relation) }}\n{% endmacro %}", + "depends_on": { + "macros": ["macro.dbt.default__handle_existing_table"] + }, + "description": "", + "meta": {}, + "docs": { "show": true, "node_color": null }, + "patch_path": null, + "arguments": [], + "created_at": 1699027425.939235, + "supported_languages": null + }, + "macro.dbt.default__handle_existing_table": { + "name": "default__handle_existing_table", + "resource_type": "macro", + "package_name": "dbt", + "path": "macros/relations/view/replace.sql", + "original_file_path": "macros/relations/view/replace.sql", + "unique_id": "macro.dbt.default__handle_existing_table", + "macro_sql": "{% macro default__handle_existing_table(full_refresh, old_relation) %}\n {{ log(\"Dropping relation \" ~ old_relation ~ \" because it is of type \" ~ old_relation.type) }}\n {{ adapter.drop_relation(old_relation) }}\n{% endmacro %}", + "depends_on": { "macros": [] }, + "description": "", + "meta": {}, + "docs": { "show": true, "node_color": null }, + "patch_path": null, + "arguments": [], + "created_at": 1699027425.939445, + "supported_languages": null + }, + "macro.dbt.get_rename_view_sql": { + "name": "get_rename_view_sql", + "resource_type": "macro", + "package_name": "dbt", + "path": "macros/relations/view/rename.sql", + "original_file_path": "macros/relations/view/rename.sql", + "unique_id": "macro.dbt.get_rename_view_sql", + "macro_sql": "{% macro get_rename_view_sql(relation, new_name) %}\n {{- adapter.dispatch('get_rename_view_sql', 'dbt')(relation, new_name) -}}\n{% endmacro %}", + "depends_on": { + "macros": ["macro.dbt_snowflake.snowflake__get_rename_view_sql"] + }, + "description": "", + "meta": {}, + "docs": { "show": true, "node_color": null }, + "patch_path": null, + "arguments": [], + "created_at": 1699027425.939711, + "supported_languages": null + }, + "macro.dbt.default__get_rename_view_sql": { + "name": "default__get_rename_view_sql", + "resource_type": "macro", + "package_name": "dbt", + "path": "macros/relations/view/rename.sql", + "original_file_path": "macros/relations/view/rename.sql", + "unique_id": "macro.dbt.default__get_rename_view_sql", + "macro_sql": "{% macro default__get_rename_view_sql(relation, new_name) %}\n {{ exceptions.raise_compiler_error(\n \"`get_rename_view_sql` has not been implemented for this adapter.\"\n ) }}\n{% endmacro %}", + "depends_on": { "macros": [] }, + "description": "", + "meta": {}, + "docs": { "show": true, "node_color": null }, + "patch_path": null, + "arguments": [], + "created_at": 1699027425.939851, + "supported_languages": null + }, + "macro.dbt.get_create_view_as_sql": { + "name": "get_create_view_as_sql", + "resource_type": "macro", + "package_name": "dbt", + "path": "macros/relations/view/create.sql", + "original_file_path": "macros/relations/view/create.sql", + "unique_id": "macro.dbt.get_create_view_as_sql", + "macro_sql": "{% macro get_create_view_as_sql(relation, sql) -%}\n {{ adapter.dispatch('get_create_view_as_sql', 'dbt')(relation, sql) }}\n{%- endmacro %}", + "depends_on": { + "macros": ["macro.dbt.default__get_create_view_as_sql"] + }, + "description": "", + "meta": {}, + "docs": { "show": true, "node_color": null }, + "patch_path": null, + "arguments": [], + "created_at": 1699027425.940237, + "supported_languages": null + }, + "macro.dbt.default__get_create_view_as_sql": { + "name": "default__get_create_view_as_sql", + "resource_type": "macro", + "package_name": "dbt", + "path": "macros/relations/view/create.sql", + "original_file_path": "macros/relations/view/create.sql", + "unique_id": "macro.dbt.default__get_create_view_as_sql", + "macro_sql": "{% macro default__get_create_view_as_sql(relation, sql) -%}\n {{ return(create_view_as(relation, sql)) }}\n{% endmacro %}", + "depends_on": { "macros": ["macro.dbt.create_view_as"] }, + "description": "", + "meta": {}, + "docs": { "show": true, "node_color": null }, + "patch_path": null, + "arguments": [], + "created_at": 1699027425.940393, + "supported_languages": null + }, + "macro.dbt.create_view_as": { + "name": "create_view_as", + "resource_type": "macro", + "package_name": "dbt", + "path": "macros/relations/view/create.sql", + "original_file_path": "macros/relations/view/create.sql", + "unique_id": "macro.dbt.create_view_as", + "macro_sql": "{% macro create_view_as(relation, sql) -%}\n {{ adapter.dispatch('create_view_as', 'dbt')(relation, sql) }}\n{%- endmacro %}", + "depends_on": { + "macros": ["macro.dbt_snowflake.snowflake__create_view_as"] + }, + "description": "", + "meta": {}, + "docs": { "show": true, "node_color": null }, + "patch_path": null, + "arguments": [], + "created_at": 1699027425.940564, + "supported_languages": null + }, + "macro.dbt.default__create_view_as": { + "name": "default__create_view_as", + "resource_type": "macro", + "package_name": "dbt", + "path": "macros/relations/view/create.sql", + "original_file_path": "macros/relations/view/create.sql", + "unique_id": "macro.dbt.default__create_view_as", + "macro_sql": "{% macro default__create_view_as(relation, sql) -%}\n {%- set sql_header = config.get('sql_header', none) -%}\n\n {{ sql_header if sql_header is not none }}\n create view {{ relation }}\n {% set contract_config = config.get('contract') %}\n {% if contract_config.enforced %}\n {{ get_assert_columns_equivalent(sql) }}\n {%- endif %}\n as (\n {{ sql }}\n );\n{%- endmacro %}", + "depends_on": { + "macros": ["macro.dbt.get_assert_columns_equivalent"] + }, + "description": "", + "meta": {}, + "docs": { "show": true, "node_color": null }, + "patch_path": null, + "arguments": [], + "created_at": 1699027425.940962, + "supported_languages": null + }, + "macro.dbt.default__test_relationships": { + "name": "default__test_relationships", + "resource_type": "macro", + "package_name": "dbt", + "path": "macros/generic_test_sql/relationships.sql", + "original_file_path": "macros/generic_test_sql/relationships.sql", + "unique_id": "macro.dbt.default__test_relationships", + "macro_sql": "{% macro default__test_relationships(model, column_name, to, field) %}\n\nwith child as (\n select {{ column_name }} as from_field\n from {{ model }}\n where {{ column_name }} is not null\n),\n\nparent as (\n select {{ field }} as to_field\n from {{ to }}\n)\n\nselect\n from_field\n\nfrom child\nleft join parent\n on child.from_field = parent.to_field\n\nwhere parent.to_field is null\n\n{% endmacro %}", + "depends_on": { "macros": [] }, + "description": "", + "meta": {}, + "docs": { "show": true, "node_color": null }, + "patch_path": null, + "arguments": [], + "created_at": 1699027425.9412868, + "supported_languages": null + }, + "macro.dbt.default__test_not_null": { + "name": "default__test_not_null", + "resource_type": "macro", + "package_name": "dbt", + "path": "macros/generic_test_sql/not_null.sql", + "original_file_path": "macros/generic_test_sql/not_null.sql", + "unique_id": "macro.dbt.default__test_not_null", + "macro_sql": "{% macro default__test_not_null(model, column_name) %}\n\n{% set column_list = '*' if should_store_failures() else column_name %}\n\nselect {{ column_list }}\nfrom {{ model }}\nwhere {{ column_name }} is null\n\n{% endmacro %}", + "depends_on": { "macros": ["macro.dbt.should_store_failures"] }, + "description": "", + "meta": {}, + "docs": { "show": true, "node_color": null }, + "patch_path": null, + "arguments": [], + "created_at": 1699027425.941577, + "supported_languages": null + }, + "macro.dbt.default__test_unique": { + "name": "default__test_unique", + "resource_type": "macro", + "package_name": "dbt", + "path": "macros/generic_test_sql/unique.sql", + "original_file_path": "macros/generic_test_sql/unique.sql", + "unique_id": "macro.dbt.default__test_unique", + "macro_sql": "{% macro default__test_unique(model, column_name) %}\n\nselect\n {{ column_name }} as unique_field,\n count(*) as n_records\n\nfrom {{ model }}\nwhere {{ column_name }} is not null\ngroup by {{ column_name }}\nhaving count(*) > 1\n\n{% endmacro %}", + "depends_on": { "macros": [] }, + "description": "", + "meta": {}, + "docs": { "show": true, "node_color": null }, + "patch_path": null, + "arguments": [], + "created_at": 1699027425.941806, + "supported_languages": null + }, + "macro.dbt.default__test_accepted_values": { + "name": "default__test_accepted_values", + "resource_type": "macro", + "package_name": "dbt", + "path": "macros/generic_test_sql/accepted_values.sql", + "original_file_path": "macros/generic_test_sql/accepted_values.sql", + "unique_id": "macro.dbt.default__test_accepted_values", + "macro_sql": "{% macro default__test_accepted_values(model, column_name, values, quote=True) %}\n\nwith all_values as (\n\n select\n {{ column_name }} as value_field,\n count(*) as n_records\n\n from {{ model }}\n group by {{ column_name }}\n\n)\n\nselect *\nfrom all_values\nwhere value_field not in (\n {% for value in values -%}\n {% if quote -%}\n '{{ value }}'\n {%- else -%}\n {{ value }}\n {%- endif -%}\n {%- if not loop.last -%},{%- endif %}\n {%- endfor %}\n)\n\n{% endmacro %}", + "depends_on": { "macros": [] }, + "description": "", + "meta": {}, + "docs": { "show": true, "node_color": null }, + "patch_path": null, + "arguments": [], + "created_at": 1699027425.942341, + "supported_languages": null + }, + "macro.dbt.statement": { + "name": "statement", + "resource_type": "macro", + "package_name": "dbt", + "path": "macros/etc/statement.sql", + "original_file_path": "macros/etc/statement.sql", + "unique_id": "macro.dbt.statement", + "macro_sql": "\n{%- macro statement(name=None, fetch_result=False, auto_begin=True, language='sql') -%}\n {%- if execute: -%}\n {%- set compiled_code = caller() -%}\n\n {%- if name == 'main' -%}\n {{ log('Writing runtime {} for node \"{}\"'.format(language, model['unique_id'])) }}\n {{ write(compiled_code) }}\n {%- endif -%}\n {%- if language == 'sql'-%}\n {%- set res, table = adapter.execute(compiled_code, auto_begin=auto_begin, fetch=fetch_result) -%}\n {%- elif language == 'python' -%}\n {%- set res = submit_python_job(model, compiled_code) -%}\n {#-- TODO: What should table be for python models? --#}\n {%- set table = None -%}\n {%- else -%}\n {% do exceptions.raise_compiler_error(\"statement macro didn't get supported language\") %}\n {%- endif -%}\n\n {%- if name is not none -%}\n {{ store_result(name, response=res, agate_table=table) }}\n {%- endif -%}\n\n {%- endif -%}\n{%- endmacro %}", + "depends_on": { "macros": [] }, + "description": "", + "meta": {}, + "docs": { "show": true, "node_color": null }, + "patch_path": null, + "arguments": [], + "created_at": 1699027425.943852, + "supported_languages": null + }, + "macro.dbt.noop_statement": { + "name": "noop_statement", + "resource_type": "macro", + "package_name": "dbt", + "path": "macros/etc/statement.sql", + "original_file_path": "macros/etc/statement.sql", + "unique_id": "macro.dbt.noop_statement", + "macro_sql": "{% macro noop_statement(name=None, message=None, code=None, rows_affected=None, res=None) -%}\n {%- set sql = caller() -%}\n\n {%- if name == 'main' -%}\n {{ log('Writing runtime SQL for node \"{}\"'.format(model['unique_id'])) }}\n {{ write(sql) }}\n {%- endif -%}\n\n {%- if name is not none -%}\n {{ store_raw_result(name, message=message, code=code, rows_affected=rows_affected, agate_table=res) }}\n {%- endif -%}\n\n{%- endmacro %}", + "depends_on": { "macros": [] }, + "description": "", + "meta": {}, + "docs": { "show": true, "node_color": null }, + "patch_path": null, + "arguments": [], + "created_at": 1699027425.9444082, + "supported_languages": null + }, + "macro.dbt.run_query": { + "name": "run_query", + "resource_type": "macro", + "package_name": "dbt", + "path": "macros/etc/statement.sql", + "original_file_path": "macros/etc/statement.sql", + "unique_id": "macro.dbt.run_query", + "macro_sql": "{% macro run_query(sql) %}\n {% call statement(\"run_query_statement\", fetch_result=true, auto_begin=false) %}\n {{ sql }}\n {% endcall %}\n\n {% do return(load_result(\"run_query_statement\").table) %}\n{% endmacro %}", + "depends_on": { "macros": ["macro.dbt.statement"] }, + "description": "", + "meta": {}, + "docs": { "show": true, "node_color": null }, + "patch_path": null, + "arguments": [], + "created_at": 1699027425.944684, + "supported_languages": null + }, + "macro.dbt.convert_datetime": { + "name": "convert_datetime", + "resource_type": "macro", + "package_name": "dbt", + "path": "macros/etc/datetime.sql", + "original_file_path": "macros/etc/datetime.sql", + "unique_id": "macro.dbt.convert_datetime", + "macro_sql": "{% macro convert_datetime(date_str, date_fmt) %}\n\n {% set error_msg -%}\n The provided partition date '{{ date_str }}' does not match the expected format '{{ date_fmt }}'\n {%- endset %}\n\n {% set res = try_or_compiler_error(error_msg, modules.datetime.datetime.strptime, date_str.strip(), date_fmt) %}\n {{ return(res) }}\n\n{% endmacro %}", + "depends_on": { "macros": [] }, + "description": "", + "meta": {}, + "docs": { "show": true, "node_color": null }, + "patch_path": null, + "arguments": [], + "created_at": 1699027425.946604, + "supported_languages": null + }, + "macro.dbt.dates_in_range": { + "name": "dates_in_range", + "resource_type": "macro", + "package_name": "dbt", + "path": "macros/etc/datetime.sql", + "original_file_path": "macros/etc/datetime.sql", + "unique_id": "macro.dbt.dates_in_range", + "macro_sql": "{% macro dates_in_range(start_date_str, end_date_str=none, in_fmt=\"%Y%m%d\", out_fmt=\"%Y%m%d\") %}\n {% set end_date_str = start_date_str if end_date_str is none else end_date_str %}\n\n {% set start_date = convert_datetime(start_date_str, in_fmt) %}\n {% set end_date = convert_datetime(end_date_str, in_fmt) %}\n\n {% set day_count = (end_date - start_date).days %}\n {% if day_count < 0 %}\n {% set msg -%}\n Partition start date is after the end date ({{ start_date }}, {{ end_date }})\n {%- endset %}\n\n {{ exceptions.raise_compiler_error(msg, model) }}\n {% endif %}\n\n {% set date_list = [] %}\n {% for i in range(0, day_count + 1) %}\n {% set the_date = (modules.datetime.timedelta(days=i) + start_date) %}\n {% if not out_fmt %}\n {% set _ = date_list.append(the_date) %}\n {% else %}\n {% set _ = date_list.append(the_date.strftime(out_fmt)) %}\n {% endif %}\n {% endfor %}\n\n {{ return(date_list) }}\n{% endmacro %}", + "depends_on": { "macros": ["macro.dbt.convert_datetime"] }, + "description": "", + "meta": {}, + "docs": { "show": true, "node_color": null }, + "patch_path": null, + "arguments": [], + "created_at": 1699027425.947905, + "supported_languages": null + }, + "macro.dbt.partition_range": { + "name": "partition_range", + "resource_type": "macro", + "package_name": "dbt", + "path": "macros/etc/datetime.sql", + "original_file_path": "macros/etc/datetime.sql", + "unique_id": "macro.dbt.partition_range", + "macro_sql": "{% macro partition_range(raw_partition_date, date_fmt='%Y%m%d') %}\n {% set partition_range = (raw_partition_date | string).split(\",\") %}\n\n {% if (partition_range | length) == 1 %}\n {% set start_date = partition_range[0] %}\n {% set end_date = none %}\n {% elif (partition_range | length) == 2 %}\n {% set start_date = partition_range[0] %}\n {% set end_date = partition_range[1] %}\n {% else %}\n {{ exceptions.raise_compiler_error(\"Invalid partition time. Expected format: {Start Date}[,{End Date}]. Got: \" ~ raw_partition_date) }}\n {% endif %}\n\n {{ return(dates_in_range(start_date, end_date, in_fmt=date_fmt)) }}\n{% endmacro %}", + "depends_on": { "macros": ["macro.dbt.dates_in_range"] }, + "description": "", + "meta": {}, + "docs": { "show": true, "node_color": null }, + "patch_path": null, + "arguments": [], + "created_at": 1699027425.948629, + "supported_languages": null + }, + "macro.dbt.py_current_timestring": { + "name": "py_current_timestring", + "resource_type": "macro", + "package_name": "dbt", + "path": "macros/etc/datetime.sql", + "original_file_path": "macros/etc/datetime.sql", + "unique_id": "macro.dbt.py_current_timestring", + "macro_sql": "{% macro py_current_timestring() %}\n {% set dt = modules.datetime.datetime.now() %}\n {% do return(dt.strftime(\"%Y%m%d%H%M%S%f\")) %}\n{% endmacro %}", + "depends_on": { "macros": [] }, + "description": "", + "meta": {}, + "docs": { "show": true, "node_color": null }, + "patch_path": null, + "arguments": [], + "created_at": 1699027425.948881, + "supported_languages": null + }, + "macro.dbt.except": { + "name": "except", + "resource_type": "macro", + "package_name": "dbt", + "path": "macros/utils/except.sql", + "original_file_path": "macros/utils/except.sql", + "unique_id": "macro.dbt.except", + "macro_sql": "{% macro except() %}\n {{ return(adapter.dispatch('except', 'dbt')()) }}\n{% endmacro %}", + "depends_on": { "macros": ["macro.dbt.default__except"] }, + "description": "", + "meta": {}, + "docs": { "show": true, "node_color": null }, + "patch_path": null, + "arguments": [], + "created_at": 1699027425.949096, + "supported_languages": null + }, + "macro.dbt.default__except": { + "name": "default__except", + "resource_type": "macro", + "package_name": "dbt", + "path": "macros/utils/except.sql", + "original_file_path": "macros/utils/except.sql", + "unique_id": "macro.dbt.default__except", + "macro_sql": "{% macro default__except() %}\n\n except\n\n{% endmacro %}", + "depends_on": { "macros": [] }, + "description": "", + "meta": {}, + "docs": { "show": true, "node_color": null }, + "patch_path": null, + "arguments": [], + "created_at": 1699027425.9491682, + "supported_languages": null + }, + "macro.dbt.get_intervals_between": { + "name": "get_intervals_between", + "resource_type": "macro", + "package_name": "dbt", + "path": "macros/utils/date_spine.sql", + "original_file_path": "macros/utils/date_spine.sql", + "unique_id": "macro.dbt.get_intervals_between", + "macro_sql": "{% macro get_intervals_between(start_date, end_date, datepart) -%}\n {{ return(adapter.dispatch('get_intervals_between', 'dbt')(start_date, end_date, datepart)) }}\n{%- endmacro %}", + "depends_on": { + "macros": ["macro.dbt.default__get_intervals_between"] + }, + "description": "", + "meta": {}, + "docs": { "show": true, "node_color": null }, + "patch_path": null, + "arguments": [], + "created_at": 1699027425.949924, + "supported_languages": null + }, + "macro.dbt.default__get_intervals_between": { + "name": "default__get_intervals_between", + "resource_type": "macro", + "package_name": "dbt", + "path": "macros/utils/date_spine.sql", + "original_file_path": "macros/utils/date_spine.sql", + "unique_id": "macro.dbt.default__get_intervals_between", + "macro_sql": "{% macro default__get_intervals_between(start_date, end_date, datepart) -%}\n {%- call statement('get_intervals_between', fetch_result=True) %}\n\n select {{ dbt.datediff(start_date, end_date, datepart) }}\n\n {%- endcall -%}\n\n {%- set value_list = load_result('get_intervals_between') -%}\n\n {%- if value_list and value_list['data'] -%}\n {%- set values = value_list['data'] | map(attribute=0) | list %}\n {{ return(values[0]) }}\n {%- else -%}\n {{ return(1) }}\n {%- endif -%}\n\n{%- endmacro %}", + "depends_on": { + "macros": ["macro.dbt.statement", "macro.dbt.datediff"] + }, + "description": "", + "meta": {}, + "docs": { "show": true, "node_color": null }, + "patch_path": null, + "arguments": [], + "created_at": 1699027425.9505, + "supported_languages": null + }, + "macro.dbt.date_spine": { + "name": "date_spine", + "resource_type": "macro", + "package_name": "dbt", + "path": "macros/utils/date_spine.sql", + "original_file_path": "macros/utils/date_spine.sql", + "unique_id": "macro.dbt.date_spine", + "macro_sql": "{% macro date_spine(datepart, start_date, end_date) %}\n {{ return(adapter.dispatch('date_spine', 'dbt')(datepart, start_date, end_date)) }}\n{%- endmacro %}", + "depends_on": { "macros": ["macro.dbt.default__date_spine"] }, + "description": "", + "meta": {}, + "docs": { "show": true, "node_color": null }, + "patch_path": null, + "arguments": [], + "created_at": 1699027425.950727, + "supported_languages": null + }, + "macro.dbt.default__date_spine": { + "name": "default__date_spine", + "resource_type": "macro", + "package_name": "dbt", + "path": "macros/utils/date_spine.sql", + "original_file_path": "macros/utils/date_spine.sql", + "unique_id": "macro.dbt.default__date_spine", + "macro_sql": "{% macro default__date_spine(datepart, start_date, end_date) %}\n\n\n {# call as follows:\n\n date_spine(\n \"day\",\n \"to_date('01/01/2016', 'mm/dd/yyyy')\",\n \"dbt.dateadd(week, 1, current_date)\"\n ) #}\n\n\n with rawdata as (\n\n {{dbt.generate_series(\n dbt.get_intervals_between(start_date, end_date, datepart)\n )}}\n\n ),\n\n all_periods as (\n\n select (\n {{\n dbt.dateadd(\n datepart,\n \"row_number() over (order by 1) - 1\",\n start_date\n )\n }}\n ) as date_{{datepart}}\n from rawdata\n\n ),\n\n filtered as (\n\n select *\n from all_periods\n where date_{{datepart}} <= {{ end_date }}\n\n )\n\n select * from filtered\n\n{% endmacro %}", + "depends_on": { + "macros": [ + "macro.dbt.generate_series", + "macro.dbt.get_intervals_between", + "macro.dbt.dateadd" + ] + }, + "description": "", + "meta": {}, + "docs": { "show": true, "node_color": null }, + "patch_path": null, + "arguments": [], + "created_at": 1699027425.951073, + "supported_languages": null + }, + "macro.dbt.replace": { + "name": "replace", + "resource_type": "macro", + "package_name": "dbt", + "path": "macros/utils/replace.sql", + "original_file_path": "macros/utils/replace.sql", + "unique_id": "macro.dbt.replace", + "macro_sql": "{% macro replace(field, old_chars, new_chars) -%}\n {{ return(adapter.dispatch('replace', 'dbt') (field, old_chars, new_chars)) }}\n{% endmacro %}", + "depends_on": { "macros": ["macro.dbt.default__replace"] }, + "description": "", + "meta": {}, + "docs": { "show": true, "node_color": null }, + "patch_path": null, + "arguments": [], + "created_at": 1699027425.951384, + "supported_languages": null + }, + "macro.dbt.default__replace": { + "name": "default__replace", + "resource_type": "macro", + "package_name": "dbt", + "path": "macros/utils/replace.sql", + "original_file_path": "macros/utils/replace.sql", + "unique_id": "macro.dbt.default__replace", + "macro_sql": "{% macro default__replace(field, old_chars, new_chars) %}\n\n replace(\n {{ field }},\n {{ old_chars }},\n {{ new_chars }}\n )\n\n\n{% endmacro %}", + "depends_on": { "macros": [] }, + "description": "", + "meta": {}, + "docs": { "show": true, "node_color": null }, + "patch_path": null, + "arguments": [], + "created_at": 1699027425.951542, + "supported_languages": null + }, + "macro.dbt.concat": { + "name": "concat", + "resource_type": "macro", + "package_name": "dbt", + "path": "macros/utils/concat.sql", + "original_file_path": "macros/utils/concat.sql", + "unique_id": "macro.dbt.concat", + "macro_sql": "{% macro concat(fields) -%}\n {{ return(adapter.dispatch('concat', 'dbt')(fields)) }}\n{%- endmacro %}", + "depends_on": { "macros": ["macro.dbt.default__concat"] }, + "description": "", + "meta": {}, + "docs": { "show": true, "node_color": null }, + "patch_path": null, + "arguments": [], + "created_at": 1699027425.951788, + "supported_languages": null + }, + "macro.dbt.default__concat": { + "name": "default__concat", + "resource_type": "macro", + "package_name": "dbt", + "path": "macros/utils/concat.sql", + "original_file_path": "macros/utils/concat.sql", + "unique_id": "macro.dbt.default__concat", + "macro_sql": "{% macro default__concat(fields) -%}\n {{ fields|join(' || ') }}\n{%- endmacro %}", + "depends_on": { "macros": [] }, + "description": "", + "meta": {}, + "docs": { "show": true, "node_color": null }, + "patch_path": null, + "arguments": [], + "created_at": 1699027425.951915, + "supported_languages": null + }, + "macro.dbt.get_powers_of_two": { + "name": "get_powers_of_two", + "resource_type": "macro", + "package_name": "dbt", + "path": "macros/utils/generate_series.sql", + "original_file_path": "macros/utils/generate_series.sql", + "unique_id": "macro.dbt.get_powers_of_two", + "macro_sql": "{% macro get_powers_of_two(upper_bound) %}\n {{ return(adapter.dispatch('get_powers_of_two', 'dbt')(upper_bound)) }}\n{% endmacro %}", + "depends_on": { + "macros": ["macro.dbt.default__get_powers_of_two"] + }, + "description": "", + "meta": {}, + "docs": { "show": true, "node_color": null }, + "patch_path": null, + "arguments": [], + "created_at": 1699027425.952778, + "supported_languages": null + }, + "macro.dbt.default__get_powers_of_two": { + "name": "default__get_powers_of_two", + "resource_type": "macro", + "package_name": "dbt", + "path": "macros/utils/generate_series.sql", + "original_file_path": "macros/utils/generate_series.sql", + "unique_id": "macro.dbt.default__get_powers_of_two", + "macro_sql": "{% macro default__get_powers_of_two(upper_bound) %}\n\n {% if upper_bound <= 0 %}\n {{ exceptions.raise_compiler_error(\"upper bound must be positive\") }}\n {% endif %}\n\n {% for _ in range(1, 100) %}\n {% if upper_bound <= 2 ** loop.index %}{{ return(loop.index) }}{% endif %}\n {% endfor %}\n\n{% endmacro %}", + "depends_on": { "macros": [] }, + "description": "", + "meta": {}, + "docs": { "show": true, "node_color": null }, + "patch_path": null, + "arguments": [], + "created_at": 1699027425.9531908, + "supported_languages": null + }, + "macro.dbt.generate_series": { + "name": "generate_series", + "resource_type": "macro", + "package_name": "dbt", + "path": "macros/utils/generate_series.sql", + "original_file_path": "macros/utils/generate_series.sql", + "unique_id": "macro.dbt.generate_series", + "macro_sql": "{% macro generate_series(upper_bound) %}\n {{ return(adapter.dispatch('generate_series', 'dbt')(upper_bound)) }}\n{% endmacro %}", + "depends_on": { "macros": ["macro.dbt.default__generate_series"] }, + "description": "", + "meta": {}, + "docs": { "show": true, "node_color": null }, + "patch_path": null, + "arguments": [], + "created_at": 1699027425.95337, + "supported_languages": null + }, + "macro.dbt.default__generate_series": { + "name": "default__generate_series", + "resource_type": "macro", + "package_name": "dbt", + "path": "macros/utils/generate_series.sql", + "original_file_path": "macros/utils/generate_series.sql", + "unique_id": "macro.dbt.default__generate_series", + "macro_sql": "{% macro default__generate_series(upper_bound) %}\n\n {% set n = dbt.get_powers_of_two(upper_bound) %}\n\n with p as (\n select 0 as generated_number union all select 1\n ), unioned as (\n\n select\n\n {% for i in range(n) %}\n p{{i}}.generated_number * power(2, {{i}})\n {% if not loop.last %} + {% endif %}\n {% endfor %}\n + 1\n as generated_number\n\n from\n\n {% for i in range(n) %}\n p as p{{i}}\n {% if not loop.last %} cross join {% endif %}\n {% endfor %}\n\n )\n\n select *\n from unioned\n where generated_number <= {{upper_bound}}\n order by generated_number\n\n{% endmacro %}", + "depends_on": { "macros": ["macro.dbt.get_powers_of_two"] }, + "description": "", + "meta": {}, + "docs": { "show": true, "node_color": null }, + "patch_path": null, + "arguments": [], + "created_at": 1699027425.95387, + "supported_languages": null + }, + "macro.dbt.length": { + "name": "length", + "resource_type": "macro", + "package_name": "dbt", + "path": "macros/utils/length.sql", + "original_file_path": "macros/utils/length.sql", + "unique_id": "macro.dbt.length", + "macro_sql": "{% macro length(expression) -%}\n {{ return(adapter.dispatch('length', 'dbt') (expression)) }}\n{% endmacro %}", + "depends_on": { "macros": ["macro.dbt.default__length"] }, + "description": "", + "meta": {}, + "docs": { "show": true, "node_color": null }, + "patch_path": null, + "arguments": [], + "created_at": 1699027425.954114, + "supported_languages": null + }, + "macro.dbt.default__length": { + "name": "default__length", + "resource_type": "macro", + "package_name": "dbt", + "path": "macros/utils/length.sql", + "original_file_path": "macros/utils/length.sql", + "unique_id": "macro.dbt.default__length", + "macro_sql": "{% macro default__length(expression) %}\n\n length(\n {{ expression }}\n )\n\n{%- endmacro -%}", + "depends_on": { "macros": [] }, + "description": "", + "meta": {}, + "docs": { "show": true, "node_color": null }, + "patch_path": null, + "arguments": [], + "created_at": 1699027425.9542148, + "supported_languages": null + }, + "macro.dbt.dateadd": { + "name": "dateadd", + "resource_type": "macro", + "package_name": "dbt", + "path": "macros/utils/dateadd.sql", + "original_file_path": "macros/utils/dateadd.sql", + "unique_id": "macro.dbt.dateadd", + "macro_sql": "{% macro dateadd(datepart, interval, from_date_or_timestamp) %}\n {{ return(adapter.dispatch('dateadd', 'dbt')(datepart, interval, from_date_or_timestamp)) }}\n{% endmacro %}", + "depends_on": { "macros": ["macro.dbt.default__dateadd"] }, + "description": "", + "meta": {}, + "docs": { "show": true, "node_color": null }, + "patch_path": null, + "arguments": [], + "created_at": 1699027425.954544, + "supported_languages": null + }, + "macro.dbt.default__dateadd": { + "name": "default__dateadd", + "resource_type": "macro", + "package_name": "dbt", + "path": "macros/utils/dateadd.sql", + "original_file_path": "macros/utils/dateadd.sql", + "unique_id": "macro.dbt.default__dateadd", + "macro_sql": "{% macro default__dateadd(datepart, interval, from_date_or_timestamp) %}\n\n dateadd(\n {{ datepart }},\n {{ interval }},\n {{ from_date_or_timestamp }}\n )\n\n{% endmacro %}", + "depends_on": { "macros": [] }, + "description": "", + "meta": {}, + "docs": { "show": true, "node_color": null }, + "patch_path": null, + "arguments": [], + "created_at": 1699027425.954703, + "supported_languages": null + }, + "macro.dbt.intersect": { + "name": "intersect", + "resource_type": "macro", + "package_name": "dbt", + "path": "macros/utils/intersect.sql", + "original_file_path": "macros/utils/intersect.sql", + "unique_id": "macro.dbt.intersect", + "macro_sql": "{% macro intersect() %}\n {{ return(adapter.dispatch('intersect', 'dbt')()) }}\n{% endmacro %}", + "depends_on": { "macros": ["macro.dbt.default__intersect"] }, + "description": "", + "meta": {}, + "docs": { "show": true, "node_color": null }, + "patch_path": null, + "arguments": [], + "created_at": 1699027425.954923, + "supported_languages": null + }, + "macro.dbt.default__intersect": { + "name": "default__intersect", + "resource_type": "macro", + "package_name": "dbt", + "path": "macros/utils/intersect.sql", + "original_file_path": "macros/utils/intersect.sql", + "unique_id": "macro.dbt.default__intersect", + "macro_sql": "{% macro default__intersect() %}\n\n intersect\n\n{% endmacro %}", + "depends_on": { "macros": [] }, + "description": "", + "meta": {}, + "docs": { "show": true, "node_color": null }, + "patch_path": null, + "arguments": [], + "created_at": 1699027425.95506, + "supported_languages": null + }, + "macro.dbt.escape_single_quotes": { + "name": "escape_single_quotes", + "resource_type": "macro", + "package_name": "dbt", + "path": "macros/utils/escape_single_quotes.sql", + "original_file_path": "macros/utils/escape_single_quotes.sql", + "unique_id": "macro.dbt.escape_single_quotes", + "macro_sql": "{% macro escape_single_quotes(expression) %}\n {{ return(adapter.dispatch('escape_single_quotes', 'dbt') (expression)) }}\n{% endmacro %}", + "depends_on": { + "macros": [ + "macro.dbt_snowflake.snowflake__escape_single_quotes" + ] + }, + "description": "", + "meta": {}, + "docs": { "show": true, "node_color": null }, + "patch_path": null, + "arguments": [], + "created_at": 1699027425.9553201, + "supported_languages": null + }, + "macro.dbt.default__escape_single_quotes": { + "name": "default__escape_single_quotes", + "resource_type": "macro", + "package_name": "dbt", + "path": "macros/utils/escape_single_quotes.sql", + "original_file_path": "macros/utils/escape_single_quotes.sql", + "unique_id": "macro.dbt.default__escape_single_quotes", + "macro_sql": "{% macro default__escape_single_quotes(expression) -%}\n{{ expression | replace(\"'\",\"''\") }}\n{%- endmacro %}", + "depends_on": { "macros": [] }, + "description": "", + "meta": {}, + "docs": { "show": true, "node_color": null }, + "patch_path": null, + "arguments": [], + "created_at": 1699027425.955457, + "supported_languages": null + }, + "macro.dbt.right": { + "name": "right", + "resource_type": "macro", + "package_name": "dbt", + "path": "macros/utils/right.sql", + "original_file_path": "macros/utils/right.sql", + "unique_id": "macro.dbt.right", + "macro_sql": "{% macro right(string_text, length_expression) -%}\n {{ return(adapter.dispatch('right', 'dbt') (string_text, length_expression)) }}\n{% endmacro %}", + "depends_on": { + "macros": ["macro.dbt_snowflake.snowflake__right"] + }, + "description": "", + "meta": {}, + "docs": { "show": true, "node_color": null }, + "patch_path": null, + "arguments": [], + "created_at": 1699027425.955766, + "supported_languages": null + }, + "macro.dbt.default__right": { + "name": "default__right", + "resource_type": "macro", + "package_name": "dbt", + "path": "macros/utils/right.sql", + "original_file_path": "macros/utils/right.sql", + "unique_id": "macro.dbt.default__right", + "macro_sql": "{% macro default__right(string_text, length_expression) %}\n\n right(\n {{ string_text }},\n {{ length_expression }}\n )\n\n{%- endmacro -%}", + "depends_on": { "macros": [] }, + "description": "", + "meta": {}, + "docs": { "show": true, "node_color": null }, + "patch_path": null, + "arguments": [], + "created_at": 1699027425.9558961, + "supported_languages": null + }, + "macro.dbt.listagg": { + "name": "listagg", + "resource_type": "macro", + "package_name": "dbt", + "path": "macros/utils/listagg.sql", + "original_file_path": "macros/utils/listagg.sql", + "unique_id": "macro.dbt.listagg", + "macro_sql": "{% macro listagg(measure, delimiter_text=\"','\", order_by_clause=none, limit_num=none) -%}\n {{ return(adapter.dispatch('listagg', 'dbt') (measure, delimiter_text, order_by_clause, limit_num)) }}\n{%- endmacro %}", + "depends_on": { "macros": ["macro.dbt.default__listagg"] }, + "description": "", + "meta": {}, + "docs": { "show": true, "node_color": null }, + "patch_path": null, + "arguments": [], + "created_at": 1699027425.956518, + "supported_languages": null + }, + "macro.dbt.default__listagg": { + "name": "default__listagg", + "resource_type": "macro", + "package_name": "dbt", + "path": "macros/utils/listagg.sql", + "original_file_path": "macros/utils/listagg.sql", + "unique_id": "macro.dbt.default__listagg", + "macro_sql": "{% macro default__listagg(measure, delimiter_text, order_by_clause, limit_num) -%}\n\n {% if limit_num -%}\n array_to_string(\n array_slice(\n array_agg(\n {{ measure }}\n ){% if order_by_clause -%}\n within group ({{ order_by_clause }})\n {%- endif %}\n ,0\n ,{{ limit_num }}\n ),\n {{ delimiter_text }}\n )\n {%- else %}\n listagg(\n {{ measure }},\n {{ delimiter_text }}\n )\n {% if order_by_clause -%}\n within group ({{ order_by_clause }})\n {%- endif %}\n {%- endif %}\n\n{%- endmacro %}", + "depends_on": { "macros": [] }, + "description": "", + "meta": {}, + "docs": { "show": true, "node_color": null }, + "patch_path": null, + "arguments": [], + "created_at": 1699027425.956928, + "supported_languages": null + }, + "macro.dbt.datediff": { + "name": "datediff", + "resource_type": "macro", + "package_name": "dbt", + "path": "macros/utils/datediff.sql", + "original_file_path": "macros/utils/datediff.sql", + "unique_id": "macro.dbt.datediff", + "macro_sql": "{% macro datediff(first_date, second_date, datepart) %}\n {{ return(adapter.dispatch('datediff', 'dbt')(first_date, second_date, datepart)) }}\n{% endmacro %}", + "depends_on": { "macros": ["macro.dbt.default__datediff"] }, + "description": "", + "meta": {}, + "docs": { "show": true, "node_color": null }, + "patch_path": null, + "arguments": [], + "created_at": 1699027425.9572601, + "supported_languages": null + }, + "macro.dbt.default__datediff": { + "name": "default__datediff", + "resource_type": "macro", + "package_name": "dbt", + "path": "macros/utils/datediff.sql", + "original_file_path": "macros/utils/datediff.sql", + "unique_id": "macro.dbt.default__datediff", + "macro_sql": "{% macro default__datediff(first_date, second_date, datepart) -%}\n\n datediff(\n {{ datepart }},\n {{ first_date }},\n {{ second_date }}\n )\n\n{%- endmacro %}", + "depends_on": { "macros": [] }, + "description": "", + "meta": {}, + "docs": { "show": true, "node_color": null }, + "patch_path": null, + "arguments": [], + "created_at": 1699027425.957419, + "supported_languages": null + }, + "macro.dbt.safe_cast": { + "name": "safe_cast", + "resource_type": "macro", + "package_name": "dbt", + "path": "macros/utils/safe_cast.sql", + "original_file_path": "macros/utils/safe_cast.sql", + "unique_id": "macro.dbt.safe_cast", + "macro_sql": "{% macro safe_cast(field, type) %}\n {{ return(adapter.dispatch('safe_cast', 'dbt') (field, type)) }}\n{% endmacro %}", + "depends_on": { + "macros": ["macro.dbt_snowflake.snowflake__safe_cast"] + }, + "description": "", + "meta": {}, + "docs": { "show": true, "node_color": null }, + "patch_path": null, + "arguments": [], + "created_at": 1699027425.957691, + "supported_languages": null + }, + "macro.dbt.default__safe_cast": { + "name": "default__safe_cast", + "resource_type": "macro", + "package_name": "dbt", + "path": "macros/utils/safe_cast.sql", + "original_file_path": "macros/utils/safe_cast.sql", + "unique_id": "macro.dbt.default__safe_cast", + "macro_sql": "{% macro default__safe_cast(field, type) %}\n {# most databases don't support this function yet\n so we just need to use cast #}\n cast({{field}} as {{type}})\n{% endmacro %}", + "depends_on": { "macros": [] }, + "description": "", + "meta": {}, + "docs": { "show": true, "node_color": null }, + "patch_path": null, + "arguments": [], + "created_at": 1699027425.957845, + "supported_languages": null + }, + "macro.dbt.hash": { + "name": "hash", + "resource_type": "macro", + "package_name": "dbt", + "path": "macros/utils/hash.sql", + "original_file_path": "macros/utils/hash.sql", + "unique_id": "macro.dbt.hash", + "macro_sql": "{% macro hash(field) -%}\n {{ return(adapter.dispatch('hash', 'dbt') (field)) }}\n{%- endmacro %}", + "depends_on": { "macros": ["macro.dbt.default__hash"] }, + "description": "", + "meta": {}, + "docs": { "show": true, "node_color": null }, + "patch_path": null, + "arguments": [], + "created_at": 1699027425.9580932, + "supported_languages": null + }, + "macro.dbt.default__hash": { + "name": "default__hash", + "resource_type": "macro", + "package_name": "dbt", + "path": "macros/utils/hash.sql", + "original_file_path": "macros/utils/hash.sql", + "unique_id": "macro.dbt.default__hash", + "macro_sql": "{% macro default__hash(field) -%}\n md5(cast({{ field }} as {{ api.Column.translate_type('string') }}))\n{%- endmacro %}", + "depends_on": { "macros": [] }, + "description": "", + "meta": {}, + "docs": { "show": true, "node_color": null }, + "patch_path": null, + "arguments": [], + "created_at": 1699027425.958246, + "supported_languages": null + }, + "macro.dbt.cast_bool_to_text": { + "name": "cast_bool_to_text", + "resource_type": "macro", + "package_name": "dbt", + "path": "macros/utils/cast_bool_to_text.sql", + "original_file_path": "macros/utils/cast_bool_to_text.sql", + "unique_id": "macro.dbt.cast_bool_to_text", + "macro_sql": "{% macro cast_bool_to_text(field) %}\n {{ adapter.dispatch('cast_bool_to_text', 'dbt') (field) }}\n{% endmacro %}", + "depends_on": { + "macros": ["macro.dbt.default__cast_bool_to_text"] + }, + "description": "", + "meta": {}, + "docs": { "show": true, "node_color": null }, + "patch_path": null, + "arguments": [], + "created_at": 1699027425.958487, + "supported_languages": null + }, + "macro.dbt.default__cast_bool_to_text": { + "name": "default__cast_bool_to_text", + "resource_type": "macro", + "package_name": "dbt", + "path": "macros/utils/cast_bool_to_text.sql", + "original_file_path": "macros/utils/cast_bool_to_text.sql", + "unique_id": "macro.dbt.default__cast_bool_to_text", + "macro_sql": "{% macro default__cast_bool_to_text(field) %}\n cast({{ field }} as {{ api.Column.translate_type('string') }})\n{% endmacro %}", + "depends_on": { "macros": [] }, + "description": "", + "meta": {}, + "docs": { "show": true, "node_color": null }, + "patch_path": null, + "arguments": [], + "created_at": 1699027425.958647, + "supported_languages": null + }, + "macro.dbt.any_value": { + "name": "any_value", + "resource_type": "macro", + "package_name": "dbt", + "path": "macros/utils/any_value.sql", + "original_file_path": "macros/utils/any_value.sql", + "unique_id": "macro.dbt.any_value", + "macro_sql": "{% macro any_value(expression) -%}\n {{ return(adapter.dispatch('any_value', 'dbt') (expression)) }}\n{% endmacro %}", + "depends_on": { "macros": ["macro.dbt.default__any_value"] }, + "description": "", + "meta": {}, + "docs": { "show": true, "node_color": null }, + "patch_path": null, + "arguments": [], + "created_at": 1699027425.958901, + "supported_languages": null + }, + "macro.dbt.default__any_value": { + "name": "default__any_value", + "resource_type": "macro", + "package_name": "dbt", + "path": "macros/utils/any_value.sql", + "original_file_path": "macros/utils/any_value.sql", + "unique_id": "macro.dbt.default__any_value", + "macro_sql": "{% macro default__any_value(expression) -%}\n\n any_value({{ expression }})\n\n{%- endmacro %}", + "depends_on": { "macros": [] }, + "description": "", + "meta": {}, + "docs": { "show": true, "node_color": null }, + "patch_path": null, + "arguments": [], + "created_at": 1699027425.959, + "supported_languages": null + }, + "macro.dbt.position": { + "name": "position", + "resource_type": "macro", + "package_name": "dbt", + "path": "macros/utils/position.sql", + "original_file_path": "macros/utils/position.sql", + "unique_id": "macro.dbt.position", + "macro_sql": "{% macro position(substring_text, string_text) -%}\n {{ return(adapter.dispatch('position', 'dbt') (substring_text, string_text)) }}\n{% endmacro %}", + "depends_on": { "macros": ["macro.dbt.default__position"] }, + "description": "", + "meta": {}, + "docs": { "show": true, "node_color": null }, + "patch_path": null, + "arguments": [], + "created_at": 1699027425.959269, + "supported_languages": null + }, + "macro.dbt.default__position": { + "name": "default__position", + "resource_type": "macro", + "package_name": "dbt", + "path": "macros/utils/position.sql", + "original_file_path": "macros/utils/position.sql", + "unique_id": "macro.dbt.default__position", + "macro_sql": "{% macro default__position(substring_text, string_text) %}\n\n position(\n {{ substring_text }} in {{ string_text }}\n )\n\n{%- endmacro -%}", + "depends_on": { "macros": [] }, + "description": "", + "meta": {}, + "docs": { "show": true, "node_color": null }, + "patch_path": null, + "arguments": [], + "created_at": 1699027425.9593978, + "supported_languages": null + }, + "macro.dbt.string_literal": { + "name": "string_literal", + "resource_type": "macro", + "package_name": "dbt", + "path": "macros/utils/literal.sql", + "original_file_path": "macros/utils/literal.sql", + "unique_id": "macro.dbt.string_literal", + "macro_sql": "{%- macro string_literal(value) -%}\n {{ return(adapter.dispatch('string_literal', 'dbt') (value)) }}\n{%- endmacro -%}\n\n", + "depends_on": { "macros": ["macro.dbt.default__string_literal"] }, + "description": "", + "meta": {}, + "docs": { "show": true, "node_color": null }, + "patch_path": null, + "arguments": [], + "created_at": 1699027425.959626, + "supported_languages": null + }, + "macro.dbt.default__string_literal": { + "name": "default__string_literal", + "resource_type": "macro", + "package_name": "dbt", + "path": "macros/utils/literal.sql", + "original_file_path": "macros/utils/literal.sql", + "unique_id": "macro.dbt.default__string_literal", + "macro_sql": "{% macro default__string_literal(value) -%}\n '{{ value }}'\n{%- endmacro %}", + "depends_on": { "macros": [] }, + "description": "", + "meta": {}, + "docs": { "show": true, "node_color": null }, + "patch_path": null, + "arguments": [], + "created_at": 1699027425.95978, + "supported_languages": null + }, + "macro.dbt.type_string": { + "name": "type_string", + "resource_type": "macro", + "package_name": "dbt", + "path": "macros/utils/data_types.sql", + "original_file_path": "macros/utils/data_types.sql", + "unique_id": "macro.dbt.type_string", + "macro_sql": "\n\n{%- macro type_string() -%}\n {{ return(adapter.dispatch('type_string', 'dbt')()) }}\n{%- endmacro -%}\n\n", + "depends_on": { "macros": ["macro.dbt.default__type_string"] }, + "description": "", + "meta": {}, + "docs": { "show": true, "node_color": null }, + "patch_path": null, + "arguments": [], + "created_at": 1699027425.96064, + "supported_languages": null + }, + "macro.dbt.default__type_string": { + "name": "default__type_string", + "resource_type": "macro", + "package_name": "dbt", + "path": "macros/utils/data_types.sql", + "original_file_path": "macros/utils/data_types.sql", + "unique_id": "macro.dbt.default__type_string", + "macro_sql": "{% macro default__type_string() %}\n {{ return(api.Column.translate_type(\"string\")) }}\n{% endmacro %}", + "depends_on": { "macros": [] }, + "description": "", + "meta": {}, + "docs": { "show": true, "node_color": null }, + "patch_path": null, + "arguments": [], + "created_at": 1699027425.960798, + "supported_languages": null + }, + "macro.dbt.type_timestamp": { + "name": "type_timestamp", + "resource_type": "macro", + "package_name": "dbt", + "path": "macros/utils/data_types.sql", + "original_file_path": "macros/utils/data_types.sql", + "unique_id": "macro.dbt.type_timestamp", + "macro_sql": "\n\n{%- macro type_timestamp() -%}\n {{ return(adapter.dispatch('type_timestamp', 'dbt')()) }}\n{%- endmacro -%}\n\n", + "depends_on": { "macros": ["macro.dbt.default__type_timestamp"] }, + "description": "", + "meta": {}, + "docs": { "show": true, "node_color": null }, + "patch_path": null, + "arguments": [], + "created_at": 1699027425.960962, + "supported_languages": null + }, + "macro.dbt.default__type_timestamp": { + "name": "default__type_timestamp", + "resource_type": "macro", + "package_name": "dbt", + "path": "macros/utils/data_types.sql", + "original_file_path": "macros/utils/data_types.sql", + "unique_id": "macro.dbt.default__type_timestamp", + "macro_sql": "{% macro default__type_timestamp() %}\n {{ return(api.Column.translate_type(\"timestamp\")) }}\n{% endmacro %}", + "depends_on": { "macros": [] }, + "description": "", + "meta": {}, + "docs": { "show": true, "node_color": null }, + "patch_path": null, + "arguments": [], + "created_at": 1699027425.961115, + "supported_languages": null + }, + "macro.dbt.type_float": { + "name": "type_float", + "resource_type": "macro", + "package_name": "dbt", + "path": "macros/utils/data_types.sql", + "original_file_path": "macros/utils/data_types.sql", + "unique_id": "macro.dbt.type_float", + "macro_sql": "\n\n{%- macro type_float() -%}\n {{ return(adapter.dispatch('type_float', 'dbt')()) }}\n{%- endmacro -%}\n\n", + "depends_on": { "macros": ["macro.dbt.default__type_float"] }, + "description": "", + "meta": {}, + "docs": { "show": true, "node_color": null }, + "patch_path": null, + "arguments": [], + "created_at": 1699027425.961292, + "supported_languages": null + }, + "macro.dbt.default__type_float": { + "name": "default__type_float", + "resource_type": "macro", + "package_name": "dbt", + "path": "macros/utils/data_types.sql", + "original_file_path": "macros/utils/data_types.sql", + "unique_id": "macro.dbt.default__type_float", + "macro_sql": "{% macro default__type_float() %}\n {{ return(api.Column.translate_type(\"float\")) }}\n{% endmacro %}", + "depends_on": { "macros": [] }, + "description": "", + "meta": {}, + "docs": { "show": true, "node_color": null }, + "patch_path": null, + "arguments": [], + "created_at": 1699027425.961438, + "supported_languages": null + }, + "macro.dbt.type_numeric": { + "name": "type_numeric", + "resource_type": "macro", + "package_name": "dbt", + "path": "macros/utils/data_types.sql", + "original_file_path": "macros/utils/data_types.sql", + "unique_id": "macro.dbt.type_numeric", + "macro_sql": "\n\n{%- macro type_numeric() -%}\n {{ return(adapter.dispatch('type_numeric', 'dbt')()) }}\n{%- endmacro -%}\n\n", + "depends_on": { "macros": ["macro.dbt.default__type_numeric"] }, + "description": "", + "meta": {}, + "docs": { "show": true, "node_color": null }, + "patch_path": null, + "arguments": [], + "created_at": 1699027425.9615989, + "supported_languages": null + }, + "macro.dbt.default__type_numeric": { + "name": "default__type_numeric", + "resource_type": "macro", + "package_name": "dbt", + "path": "macros/utils/data_types.sql", + "original_file_path": "macros/utils/data_types.sql", + "unique_id": "macro.dbt.default__type_numeric", + "macro_sql": "{% macro default__type_numeric() %}\n {{ return(api.Column.numeric_type(\"numeric\", 28, 6)) }}\n{% endmacro %}", + "depends_on": { "macros": [] }, + "description": "", + "meta": {}, + "docs": { "show": true, "node_color": null }, + "patch_path": null, + "arguments": [], + "created_at": 1699027425.961796, + "supported_languages": null + }, + "macro.dbt.type_bigint": { + "name": "type_bigint", + "resource_type": "macro", + "package_name": "dbt", + "path": "macros/utils/data_types.sql", + "original_file_path": "macros/utils/data_types.sql", + "unique_id": "macro.dbt.type_bigint", + "macro_sql": "\n\n{%- macro type_bigint() -%}\n {{ return(adapter.dispatch('type_bigint', 'dbt')()) }}\n{%- endmacro -%}\n\n", + "depends_on": { "macros": ["macro.dbt.default__type_bigint"] }, + "description": "", + "meta": {}, + "docs": { "show": true, "node_color": null }, + "patch_path": null, + "arguments": [], + "created_at": 1699027425.961953, + "supported_languages": null + }, + "macro.dbt.default__type_bigint": { + "name": "default__type_bigint", + "resource_type": "macro", + "package_name": "dbt", + "path": "macros/utils/data_types.sql", + "original_file_path": "macros/utils/data_types.sql", + "unique_id": "macro.dbt.default__type_bigint", + "macro_sql": "{% macro default__type_bigint() %}\n {{ return(api.Column.translate_type(\"bigint\")) }}\n{% endmacro %}", + "depends_on": { "macros": [] }, + "description": "", + "meta": {}, + "docs": { "show": true, "node_color": null }, + "patch_path": null, + "arguments": [], + "created_at": 1699027425.9620962, + "supported_languages": null + }, + "macro.dbt.type_int": { + "name": "type_int", + "resource_type": "macro", + "package_name": "dbt", + "path": "macros/utils/data_types.sql", + "original_file_path": "macros/utils/data_types.sql", + "unique_id": "macro.dbt.type_int", + "macro_sql": "\n\n{%- macro type_int() -%}\n {{ return(adapter.dispatch('type_int', 'dbt')()) }}\n{%- endmacro -%}\n\n", + "depends_on": { "macros": ["macro.dbt.default__type_int"] }, + "description": "", + "meta": {}, + "docs": { "show": true, "node_color": null }, + "patch_path": null, + "arguments": [], + "created_at": 1699027425.9622579, + "supported_languages": null + }, + "macro.dbt.default__type_int": { + "name": "default__type_int", + "resource_type": "macro", + "package_name": "dbt", + "path": "macros/utils/data_types.sql", + "original_file_path": "macros/utils/data_types.sql", + "unique_id": "macro.dbt.default__type_int", + "macro_sql": "{%- macro default__type_int() -%}\n {{ return(api.Column.translate_type(\"integer\")) }}\n{%- endmacro -%}\n\n", + "depends_on": { "macros": [] }, + "description": "", + "meta": {}, + "docs": { "show": true, "node_color": null }, + "patch_path": null, + "arguments": [], + "created_at": 1699027425.962396, + "supported_languages": null + }, + "macro.dbt.type_boolean": { + "name": "type_boolean", + "resource_type": "macro", + "package_name": "dbt", + "path": "macros/utils/data_types.sql", + "original_file_path": "macros/utils/data_types.sql", + "unique_id": "macro.dbt.type_boolean", + "macro_sql": "\n\n{%- macro type_boolean() -%}\n {{ return(adapter.dispatch('type_boolean', 'dbt')()) }}\n{%- endmacro -%}\n\n", + "depends_on": { "macros": ["macro.dbt.default__type_boolean"] }, + "description": "", + "meta": {}, + "docs": { "show": true, "node_color": null }, + "patch_path": null, + "arguments": [], + "created_at": 1699027425.962556, + "supported_languages": null + }, + "macro.dbt.default__type_boolean": { + "name": "default__type_boolean", + "resource_type": "macro", + "package_name": "dbt", + "path": "macros/utils/data_types.sql", + "original_file_path": "macros/utils/data_types.sql", + "unique_id": "macro.dbt.default__type_boolean", + "macro_sql": "{%- macro default__type_boolean() -%}\n {{ return(api.Column.translate_type(\"boolean\")) }}\n{%- endmacro -%}\n\n", + "depends_on": { "macros": [] }, + "description": "", + "meta": {}, + "docs": { "show": true, "node_color": null }, + "patch_path": null, + "arguments": [], + "created_at": 1699027425.962709, + "supported_languages": null + }, + "macro.dbt.array_concat": { + "name": "array_concat", + "resource_type": "macro", + "package_name": "dbt", + "path": "macros/utils/array_concat.sql", + "original_file_path": "macros/utils/array_concat.sql", + "unique_id": "macro.dbt.array_concat", + "macro_sql": "{% macro array_concat(array_1, array_2) -%}\n {{ return(adapter.dispatch('array_concat', 'dbt')(array_1, array_2)) }}\n{%- endmacro %}", + "depends_on": { "macros": ["macro.dbt.default__array_concat"] }, + "description": "", + "meta": {}, + "docs": { "show": true, "node_color": null }, + "patch_path": null, + "arguments": [], + "created_at": 1699027425.96302, + "supported_languages": null + }, + "macro.dbt.default__array_concat": { + "name": "default__array_concat", + "resource_type": "macro", + "package_name": "dbt", + "path": "macros/utils/array_concat.sql", + "original_file_path": "macros/utils/array_concat.sql", + "unique_id": "macro.dbt.default__array_concat", + "macro_sql": "{% macro default__array_concat(array_1, array_2) -%}\n array_cat({{ array_1 }}, {{ array_2 }})\n{%- endmacro %}", + "depends_on": { "macros": [] }, + "description": "", + "meta": {}, + "docs": { "show": true, "node_color": null }, + "patch_path": null, + "arguments": [], + "created_at": 1699027425.9631512, + "supported_languages": null + }, + "macro.dbt.bool_or": { + "name": "bool_or", + "resource_type": "macro", + "package_name": "dbt", + "path": "macros/utils/bool_or.sql", + "original_file_path": "macros/utils/bool_or.sql", + "unique_id": "macro.dbt.bool_or", + "macro_sql": "{% macro bool_or(expression) -%}\n {{ return(adapter.dispatch('bool_or', 'dbt') (expression)) }}\n{% endmacro %}", + "depends_on": { + "macros": ["macro.dbt_snowflake.snowflake__bool_or"] + }, + "description": "", + "meta": {}, + "docs": { "show": true, "node_color": null }, + "patch_path": null, + "arguments": [], + "created_at": 1699027425.963383, + "supported_languages": null + }, + "macro.dbt.default__bool_or": { + "name": "default__bool_or", + "resource_type": "macro", + "package_name": "dbt", + "path": "macros/utils/bool_or.sql", + "original_file_path": "macros/utils/bool_or.sql", + "unique_id": "macro.dbt.default__bool_or", + "macro_sql": "{% macro default__bool_or(expression) -%}\n\n bool_or({{ expression }})\n\n{%- endmacro %}", + "depends_on": { "macros": [] }, + "description": "", + "meta": {}, + "docs": { "show": true, "node_color": null }, + "patch_path": null, + "arguments": [], + "created_at": 1699027425.9634812, + "supported_languages": null + }, + "macro.dbt.last_day": { + "name": "last_day", + "resource_type": "macro", + "package_name": "dbt", + "path": "macros/utils/last_day.sql", + "original_file_path": "macros/utils/last_day.sql", + "unique_id": "macro.dbt.last_day", + "macro_sql": "{% macro last_day(date, datepart) %}\n {{ return(adapter.dispatch('last_day', 'dbt') (date, datepart)) }}\n{% endmacro %}", + "depends_on": { "macros": ["macro.dbt.default__last_day"] }, + "description": "", + "meta": {}, + "docs": { "show": true, "node_color": null }, + "patch_path": null, + "arguments": [], + "created_at": 1699027425.963849, + "supported_languages": null + }, + "macro.dbt.default_last_day": { + "name": "default_last_day", + "resource_type": "macro", + "package_name": "dbt", + "path": "macros/utils/last_day.sql", + "original_file_path": "macros/utils/last_day.sql", + "unique_id": "macro.dbt.default_last_day", + "macro_sql": "\n\n{%- macro default_last_day(date, datepart) -%}\n cast(\n {{dbt.dateadd('day', '-1',\n dbt.dateadd(datepart, '1', dbt.date_trunc(datepart, date))\n )}}\n as date)\n{%- endmacro -%}\n\n", + "depends_on": { + "macros": ["macro.dbt.dateadd", "macro.dbt.date_trunc"] + }, + "description": "", + "meta": {}, + "docs": { "show": true, "node_color": null }, + "patch_path": null, + "arguments": [], + "created_at": 1699027425.964185, + "supported_languages": null + }, + "macro.dbt.default__last_day": { + "name": "default__last_day", + "resource_type": "macro", + "package_name": "dbt", + "path": "macros/utils/last_day.sql", + "original_file_path": "macros/utils/last_day.sql", + "unique_id": "macro.dbt.default__last_day", + "macro_sql": "{% macro default__last_day(date, datepart) -%}\n {{dbt.default_last_day(date, datepart)}}\n{%- endmacro %}", + "depends_on": { "macros": ["macro.dbt.default_last_day"] }, + "description": "", + "meta": {}, + "docs": { "show": true, "node_color": null }, + "patch_path": null, + "arguments": [], + "created_at": 1699027425.96434, + "supported_languages": null + }, + "macro.dbt.split_part": { + "name": "split_part", + "resource_type": "macro", + "package_name": "dbt", + "path": "macros/utils/split_part.sql", + "original_file_path": "macros/utils/split_part.sql", + "unique_id": "macro.dbt.split_part", + "macro_sql": "{% macro split_part(string_text, delimiter_text, part_number) %}\n {{ return(adapter.dispatch('split_part', 'dbt') (string_text, delimiter_text, part_number)) }}\n{% endmacro %}", + "depends_on": { "macros": ["macro.dbt.default__split_part"] }, + "description": "", + "meta": {}, + "docs": { "show": true, "node_color": null }, + "patch_path": null, + "arguments": [], + "created_at": 1699027425.964885, + "supported_languages": null + }, + "macro.dbt.default__split_part": { + "name": "default__split_part", + "resource_type": "macro", + "package_name": "dbt", + "path": "macros/utils/split_part.sql", + "original_file_path": "macros/utils/split_part.sql", + "unique_id": "macro.dbt.default__split_part", + "macro_sql": "{% macro default__split_part(string_text, delimiter_text, part_number) %}\n\n split_part(\n {{ string_text }},\n {{ delimiter_text }},\n {{ part_number }}\n )\n\n{% endmacro %}", + "depends_on": { "macros": [] }, + "description": "", + "meta": {}, + "docs": { "show": true, "node_color": null }, + "patch_path": null, + "arguments": [], + "created_at": 1699027425.9650428, + "supported_languages": null + }, + "macro.dbt._split_part_negative": { + "name": "_split_part_negative", + "resource_type": "macro", + "package_name": "dbt", + "path": "macros/utils/split_part.sql", + "original_file_path": "macros/utils/split_part.sql", + "unique_id": "macro.dbt._split_part_negative", + "macro_sql": "{% macro _split_part_negative(string_text, delimiter_text, part_number) %}\n\n split_part(\n {{ string_text }},\n {{ delimiter_text }},\n length({{ string_text }})\n - length(\n replace({{ string_text }}, {{ delimiter_text }}, '')\n ) + 2 + {{ part_number }}\n )\n\n{% endmacro %}", + "depends_on": { "macros": [] }, + "description": "", + "meta": {}, + "docs": { "show": true, "node_color": null }, + "patch_path": null, + "arguments": [], + "created_at": 1699027425.965268, + "supported_languages": null + }, + "macro.dbt.date_trunc": { + "name": "date_trunc", + "resource_type": "macro", + "package_name": "dbt", + "path": "macros/utils/date_trunc.sql", + "original_file_path": "macros/utils/date_trunc.sql", + "unique_id": "macro.dbt.date_trunc", + "macro_sql": "{% macro date_trunc(datepart, date) -%}\n {{ return(adapter.dispatch('date_trunc', 'dbt') (datepart, date)) }}\n{%- endmacro %}", + "depends_on": { "macros": ["macro.dbt.default__date_trunc"] }, + "description": "", + "meta": {}, + "docs": { "show": true, "node_color": null }, + "patch_path": null, + "arguments": [], + "created_at": 1699027425.965549, + "supported_languages": null + }, + "macro.dbt.default__date_trunc": { + "name": "default__date_trunc", + "resource_type": "macro", + "package_name": "dbt", + "path": "macros/utils/date_trunc.sql", + "original_file_path": "macros/utils/date_trunc.sql", + "unique_id": "macro.dbt.default__date_trunc", + "macro_sql": "{% macro default__date_trunc(datepart, date) -%}\n date_trunc('{{datepart}}', {{date}})\n{%- endmacro %}", + "depends_on": { "macros": [] }, + "description": "", + "meta": {}, + "docs": { "show": true, "node_color": null }, + "patch_path": null, + "arguments": [], + "created_at": 1699027425.965682, + "supported_languages": null + }, + "macro.dbt.array_construct": { + "name": "array_construct", + "resource_type": "macro", + "package_name": "dbt", + "path": "macros/utils/array_construct.sql", + "original_file_path": "macros/utils/array_construct.sql", + "unique_id": "macro.dbt.array_construct", + "macro_sql": "{% macro array_construct(inputs=[], data_type=api.Column.translate_type('integer')) -%}\n {{ return(adapter.dispatch('array_construct', 'dbt')(inputs, data_type)) }}\n{%- endmacro %}", + "depends_on": { + "macros": ["macro.dbt_snowflake.snowflake__array_construct"] + }, + "description": "", + "meta": {}, + "docs": { "show": true, "node_color": null }, + "patch_path": null, + "arguments": [], + "created_at": 1699027425.9660811, + "supported_languages": null + }, + "macro.dbt.default__array_construct": { + "name": "default__array_construct", + "resource_type": "macro", + "package_name": "dbt", + "path": "macros/utils/array_construct.sql", + "original_file_path": "macros/utils/array_construct.sql", + "unique_id": "macro.dbt.default__array_construct", + "macro_sql": "{% macro default__array_construct(inputs, data_type) -%}\n {% if inputs|length > 0 %}\n array[ {{ inputs|join(' , ') }} ]\n {% else %}\n array[]::{{data_type}}[]\n {% endif %}\n{%- endmacro %}", + "depends_on": { "macros": [] }, + "description": "", + "meta": {}, + "docs": { "show": true, "node_color": null }, + "patch_path": null, + "arguments": [], + "created_at": 1699027425.966341, + "supported_languages": null + }, + "macro.dbt.array_append": { + "name": "array_append", + "resource_type": "macro", + "package_name": "dbt", + "path": "macros/utils/array_append.sql", + "original_file_path": "macros/utils/array_append.sql", + "unique_id": "macro.dbt.array_append", + "macro_sql": "{% macro array_append(array, new_element) -%}\n {{ return(adapter.dispatch('array_append', 'dbt')(array, new_element)) }}\n{%- endmacro %}", + "depends_on": { "macros": ["macro.dbt.default__array_append"] }, + "description": "", + "meta": {}, + "docs": { "show": true, "node_color": null }, + "patch_path": null, + "arguments": [], + "created_at": 1699027425.966615, + "supported_languages": null + }, + "macro.dbt.default__array_append": { + "name": "default__array_append", + "resource_type": "macro", + "package_name": "dbt", + "path": "macros/utils/array_append.sql", + "original_file_path": "macros/utils/array_append.sql", + "unique_id": "macro.dbt.default__array_append", + "macro_sql": "{% macro default__array_append(array, new_element) -%}\n array_append({{ array }}, {{ new_element }})\n{%- endmacro %}", + "depends_on": { "macros": [] }, + "description": "", + "meta": {}, + "docs": { "show": true, "node_color": null }, + "patch_path": null, + "arguments": [], + "created_at": 1699027425.966769, + "supported_languages": null + }, + "macro.dbt.create_schema": { + "name": "create_schema", + "resource_type": "macro", + "package_name": "dbt", + "path": "macros/adapters/schema.sql", + "original_file_path": "macros/adapters/schema.sql", + "unique_id": "macro.dbt.create_schema", + "macro_sql": "{% macro create_schema(relation) -%}\n {{ adapter.dispatch('create_schema', 'dbt')(relation) }}\n{% endmacro %}", + "depends_on": { "macros": ["macro.dbt.default__create_schema"] }, + "description": "", + "meta": {}, + "docs": { "show": true, "node_color": null }, + "patch_path": null, + "arguments": [], + "created_at": 1699027425.967118, + "supported_languages": null + }, + "macro.dbt.default__create_schema": { + "name": "default__create_schema", + "resource_type": "macro", + "package_name": "dbt", + "path": "macros/adapters/schema.sql", + "original_file_path": "macros/adapters/schema.sql", + "unique_id": "macro.dbt.default__create_schema", + "macro_sql": "{% macro default__create_schema(relation) -%}\n {%- call statement('create_schema') -%}\n create schema if not exists {{ relation.without_identifier() }}\n {% endcall %}\n{% endmacro %}", + "depends_on": { "macros": ["macro.dbt.statement"] }, + "description": "", + "meta": {}, + "docs": { "show": true, "node_color": null }, + "patch_path": null, + "arguments": [], + "created_at": 1699027425.967297, + "supported_languages": null + }, + "macro.dbt.drop_schema": { + "name": "drop_schema", + "resource_type": "macro", + "package_name": "dbt", + "path": "macros/adapters/schema.sql", + "original_file_path": "macros/adapters/schema.sql", + "unique_id": "macro.dbt.drop_schema", + "macro_sql": "{% macro drop_schema(relation) -%}\n {{ adapter.dispatch('drop_schema', 'dbt')(relation) }}\n{% endmacro %}", + "depends_on": { "macros": ["macro.dbt.default__drop_schema"] }, + "description": "", + "meta": {}, + "docs": { "show": true, "node_color": null }, + "patch_path": null, + "arguments": [], + "created_at": 1699027425.9674501, + "supported_languages": null + }, + "macro.dbt.default__drop_schema": { + "name": "default__drop_schema", + "resource_type": "macro", + "package_name": "dbt", + "path": "macros/adapters/schema.sql", + "original_file_path": "macros/adapters/schema.sql", + "unique_id": "macro.dbt.default__drop_schema", + "macro_sql": "{% macro default__drop_schema(relation) -%}\n {%- call statement('drop_schema') -%}\n drop schema if exists {{ relation.without_identifier() }} cascade\n {% endcall %}\n{% endmacro %}", + "depends_on": { "macros": ["macro.dbt.statement"] }, + "description": "", + "meta": {}, + "docs": { "show": true, "node_color": null }, + "patch_path": null, + "arguments": [], + "created_at": 1699027425.967621, + "supported_languages": null + }, + "macro.dbt.current_timestamp": { + "name": "current_timestamp", + "resource_type": "macro", + "package_name": "dbt", + "path": "macros/adapters/timestamps.sql", + "original_file_path": "macros/adapters/timestamps.sql", + "unique_id": "macro.dbt.current_timestamp", + "macro_sql": "{%- macro current_timestamp() -%}\n {{ adapter.dispatch('current_timestamp', 'dbt')() }}\n{%- endmacro -%}\n\n", + "depends_on": { + "macros": ["macro.dbt_snowflake.snowflake__current_timestamp"] + }, + "description": "", + "meta": {}, + "docs": { "show": true, "node_color": null }, + "patch_path": null, + "arguments": [], + "created_at": 1699027425.968081, + "supported_languages": null + }, + "macro.dbt.default__current_timestamp": { + "name": "default__current_timestamp", + "resource_type": "macro", + "package_name": "dbt", + "path": "macros/adapters/timestamps.sql", + "original_file_path": "macros/adapters/timestamps.sql", + "unique_id": "macro.dbt.default__current_timestamp", + "macro_sql": "{% macro default__current_timestamp() -%}\n {{ exceptions.raise_not_implemented(\n 'current_timestamp macro not implemented for adapter ' + adapter.type()) }}\n{%- endmacro %}", + "depends_on": { "macros": [] }, + "description": "", + "meta": {}, + "docs": { "show": true, "node_color": null }, + "patch_path": null, + "arguments": [], + "created_at": 1699027425.968226, + "supported_languages": null + }, + "macro.dbt.snapshot_get_time": { + "name": "snapshot_get_time", + "resource_type": "macro", + "package_name": "dbt", + "path": "macros/adapters/timestamps.sql", + "original_file_path": "macros/adapters/timestamps.sql", + "unique_id": "macro.dbt.snapshot_get_time", + "macro_sql": "\n\n{%- macro snapshot_get_time() -%}\n {{ adapter.dispatch('snapshot_get_time', 'dbt')() }}\n{%- endmacro -%}\n\n", + "depends_on": { + "macros": ["macro.dbt_snowflake.snowflake__snapshot_get_time"] + }, + "description": "", + "meta": {}, + "docs": { "show": true, "node_color": null }, + "patch_path": null, + "arguments": [], + "created_at": 1699027425.96837, + "supported_languages": null + }, + "macro.dbt.default__snapshot_get_time": { + "name": "default__snapshot_get_time", + "resource_type": "macro", + "package_name": "dbt", + "path": "macros/adapters/timestamps.sql", + "original_file_path": "macros/adapters/timestamps.sql", + "unique_id": "macro.dbt.default__snapshot_get_time", + "macro_sql": "{% macro default__snapshot_get_time() %}\n {{ current_timestamp() }}\n{% endmacro %}", + "depends_on": { "macros": ["macro.dbt.current_timestamp"] }, + "description": "", + "meta": {}, + "docs": { "show": true, "node_color": null }, + "patch_path": null, + "arguments": [], + "created_at": 1699027425.9684749, + "supported_languages": null + }, + "macro.dbt.current_timestamp_backcompat": { + "name": "current_timestamp_backcompat", + "resource_type": "macro", + "package_name": "dbt", + "path": "macros/adapters/timestamps.sql", + "original_file_path": "macros/adapters/timestamps.sql", + "unique_id": "macro.dbt.current_timestamp_backcompat", + "macro_sql": "{% macro current_timestamp_backcompat() %}\n {{ return(adapter.dispatch('current_timestamp_backcompat', 'dbt')()) }}\n{% endmacro %}", + "depends_on": { + "macros": [ + "macro.dbt_snowflake.snowflake__current_timestamp_backcompat" + ] + }, + "description": "", + "meta": {}, + "docs": { "show": true, "node_color": null }, + "patch_path": null, + "arguments": [], + "created_at": 1699027425.968637, + "supported_languages": null + }, + "macro.dbt.default__current_timestamp_backcompat": { + "name": "default__current_timestamp_backcompat", + "resource_type": "macro", + "package_name": "dbt", + "path": "macros/adapters/timestamps.sql", + "original_file_path": "macros/adapters/timestamps.sql", + "unique_id": "macro.dbt.default__current_timestamp_backcompat", + "macro_sql": "{% macro default__current_timestamp_backcompat() %}\n current_timestamp::timestamp\n{% endmacro %}", + "depends_on": { "macros": [] }, + "description": "", + "meta": {}, + "docs": { "show": true, "node_color": null }, + "patch_path": null, + "arguments": [], + "created_at": 1699027425.9687119, + "supported_languages": null + }, + "macro.dbt.current_timestamp_in_utc_backcompat": { + "name": "current_timestamp_in_utc_backcompat", + "resource_type": "macro", + "package_name": "dbt", + "path": "macros/adapters/timestamps.sql", + "original_file_path": "macros/adapters/timestamps.sql", + "unique_id": "macro.dbt.current_timestamp_in_utc_backcompat", + "macro_sql": "{% macro current_timestamp_in_utc_backcompat() %}\n {{ return(adapter.dispatch('current_timestamp_in_utc_backcompat', 'dbt')()) }}\n{% endmacro %}", + "depends_on": { + "macros": [ + "macro.dbt_snowflake.snowflake__current_timestamp_in_utc_backcompat" + ] + }, + "description": "", + "meta": {}, + "docs": { "show": true, "node_color": null }, + "patch_path": null, + "arguments": [], + "created_at": 1699027425.968974, + "supported_languages": null + }, + "macro.dbt.default__current_timestamp_in_utc_backcompat": { + "name": "default__current_timestamp_in_utc_backcompat", + "resource_type": "macro", + "package_name": "dbt", + "path": "macros/adapters/timestamps.sql", + "original_file_path": "macros/adapters/timestamps.sql", + "unique_id": "macro.dbt.default__current_timestamp_in_utc_backcompat", + "macro_sql": "{% macro default__current_timestamp_in_utc_backcompat() %}\n {{ return(adapter.dispatch('current_timestamp_backcompat', 'dbt')()) }}\n{% endmacro %}", + "depends_on": { + "macros": [ + "macro.dbt.current_timestamp_backcompat", + "macro.dbt_snowflake.snowflake__current_timestamp_backcompat" + ] + }, + "description": "", + "meta": {}, + "docs": { "show": true, "node_color": null }, + "patch_path": null, + "arguments": [], + "created_at": 1699027425.96913, + "supported_languages": null + }, + "macro.dbt.get_create_index_sql": { + "name": "get_create_index_sql", + "resource_type": "macro", + "package_name": "dbt", + "path": "macros/adapters/indexes.sql", + "original_file_path": "macros/adapters/indexes.sql", + "unique_id": "macro.dbt.get_create_index_sql", + "macro_sql": "{% macro get_create_index_sql(relation, index_dict) -%}\n {{ return(adapter.dispatch('get_create_index_sql', 'dbt')(relation, index_dict)) }}\n{% endmacro %}", + "depends_on": { + "macros": ["macro.dbt.default__get_create_index_sql"] + }, + "description": "", + "meta": {}, + "docs": { "show": true, "node_color": null }, + "patch_path": null, + "arguments": [], + "created_at": 1699027425.970003, + "supported_languages": null + }, + "macro.dbt.default__get_create_index_sql": { + "name": "default__get_create_index_sql", + "resource_type": "macro", + "package_name": "dbt", + "path": "macros/adapters/indexes.sql", + "original_file_path": "macros/adapters/indexes.sql", + "unique_id": "macro.dbt.default__get_create_index_sql", + "macro_sql": "{% macro default__get_create_index_sql(relation, index_dict) -%}\n {% do return(None) %}\n{% endmacro %}", + "depends_on": { "macros": [] }, + "description": "", + "meta": {}, + "docs": { "show": true, "node_color": null }, + "patch_path": null, + "arguments": [], + "created_at": 1699027425.970135, + "supported_languages": null + }, + "macro.dbt.create_indexes": { + "name": "create_indexes", + "resource_type": "macro", + "package_name": "dbt", + "path": "macros/adapters/indexes.sql", + "original_file_path": "macros/adapters/indexes.sql", + "unique_id": "macro.dbt.create_indexes", + "macro_sql": "{% macro create_indexes(relation) -%}\n {{ adapter.dispatch('create_indexes', 'dbt')(relation) }}\n{%- endmacro %}", + "depends_on": { "macros": ["macro.dbt.default__create_indexes"] }, + "description": "", + "meta": {}, + "docs": { "show": true, "node_color": null }, + "patch_path": null, + "arguments": [], + "created_at": 1699027425.970295, + "supported_languages": null + }, + "macro.dbt.default__create_indexes": { + "name": "default__create_indexes", + "resource_type": "macro", + "package_name": "dbt", + "path": "macros/adapters/indexes.sql", + "original_file_path": "macros/adapters/indexes.sql", + "unique_id": "macro.dbt.default__create_indexes", + "macro_sql": "{% macro default__create_indexes(relation) -%}\n {%- set _indexes = config.get('indexes', default=[]) -%}\n\n {% for _index_dict in _indexes %}\n {% set create_index_sql = get_create_index_sql(relation, _index_dict) %}\n {% if create_index_sql %}\n {% do run_query(create_index_sql) %}\n {% endif %}\n {% endfor %}\n{% endmacro %}", + "depends_on": { + "macros": [ + "macro.dbt.get_create_index_sql", + "macro.dbt.run_query" + ] + }, + "description": "", + "meta": {}, + "docs": { "show": true, "node_color": null }, + "patch_path": null, + "arguments": [], + "created_at": 1699027425.970689, + "supported_languages": null + }, + "macro.dbt.get_drop_index_sql": { + "name": "get_drop_index_sql", + "resource_type": "macro", + "package_name": "dbt", + "path": "macros/adapters/indexes.sql", + "original_file_path": "macros/adapters/indexes.sql", + "unique_id": "macro.dbt.get_drop_index_sql", + "macro_sql": "{% macro get_drop_index_sql(relation, index_name) -%}\n {{ adapter.dispatch('get_drop_index_sql', 'dbt')(relation, index_name) }}\n{%- endmacro %}", + "depends_on": { + "macros": ["macro.dbt.default__get_drop_index_sql"] + }, + "description": "", + "meta": {}, + "docs": { "show": true, "node_color": null }, + "patch_path": null, + "arguments": [], + "created_at": 1699027425.97089, + "supported_languages": null + }, + "macro.dbt.default__get_drop_index_sql": { + "name": "default__get_drop_index_sql", + "resource_type": "macro", + "package_name": "dbt", + "path": "macros/adapters/indexes.sql", + "original_file_path": "macros/adapters/indexes.sql", + "unique_id": "macro.dbt.default__get_drop_index_sql", + "macro_sql": "{% macro default__get_drop_index_sql(relation, index_name) -%}\n {{ exceptions.raise_compiler_error(\"`get_drop_index_sql has not been implemented for this adapter.\") }}\n{%- endmacro %}", + "depends_on": { "macros": [] }, + "description": "", + "meta": {}, + "docs": { "show": true, "node_color": null }, + "patch_path": null, + "arguments": [], + "created_at": 1699027425.971018, + "supported_languages": null + }, + "macro.dbt.get_show_indexes_sql": { + "name": "get_show_indexes_sql", + "resource_type": "macro", + "package_name": "dbt", + "path": "macros/adapters/indexes.sql", + "original_file_path": "macros/adapters/indexes.sql", + "unique_id": "macro.dbt.get_show_indexes_sql", + "macro_sql": "{% macro get_show_indexes_sql(relation) -%}\n {{ adapter.dispatch('get_show_indexes_sql', 'dbt')(relation) }}\n{%- endmacro %}", + "depends_on": { + "macros": ["macro.dbt.default__get_show_indexes_sql"] + }, + "description": "", + "meta": {}, + "docs": { "show": true, "node_color": null }, + "patch_path": null, + "arguments": [], + "created_at": 1699027425.971166, + "supported_languages": null + }, + "macro.dbt.default__get_show_indexes_sql": { + "name": "default__get_show_indexes_sql", + "resource_type": "macro", + "package_name": "dbt", + "path": "macros/adapters/indexes.sql", + "original_file_path": "macros/adapters/indexes.sql", + "unique_id": "macro.dbt.default__get_show_indexes_sql", + "macro_sql": "{% macro default__get_show_indexes_sql(relation) -%}\n {{ exceptions.raise_compiler_error(\"`get_show_indexes_sql has not been implemented for this adapter.\") }}\n{%- endmacro %}", + "depends_on": { "macros": [] }, + "description": "", + "meta": {}, + "docs": { "show": true, "node_color": null }, + "patch_path": null, + "arguments": [], + "created_at": 1699027425.971283, + "supported_languages": null + }, + "macro.dbt.make_intermediate_relation": { + "name": "make_intermediate_relation", + "resource_type": "macro", + "package_name": "dbt", + "path": "macros/adapters/relation.sql", + "original_file_path": "macros/adapters/relation.sql", + "unique_id": "macro.dbt.make_intermediate_relation", + "macro_sql": "{% macro make_intermediate_relation(base_relation, suffix='__dbt_tmp') %}\n {{ return(adapter.dispatch('make_intermediate_relation', 'dbt')(base_relation, suffix)) }}\n{% endmacro %}", + "depends_on": { + "macros": ["macro.dbt.default__make_intermediate_relation"] + }, + "description": "", + "meta": {}, + "docs": { "show": true, "node_color": null }, + "patch_path": null, + "arguments": [], + "created_at": 1699027425.973305, + "supported_languages": null + }, + "macro.dbt.default__make_intermediate_relation": { + "name": "default__make_intermediate_relation", + "resource_type": "macro", + "package_name": "dbt", + "path": "macros/adapters/relation.sql", + "original_file_path": "macros/adapters/relation.sql", + "unique_id": "macro.dbt.default__make_intermediate_relation", + "macro_sql": "{% macro default__make_intermediate_relation(base_relation, suffix) %}\n {{ return(default__make_temp_relation(base_relation, suffix)) }}\n{% endmacro %}", + "depends_on": { + "macros": ["macro.dbt.default__make_temp_relation"] + }, + "description": "", + "meta": {}, + "docs": { "show": true, "node_color": null }, + "patch_path": null, + "arguments": [], + "created_at": 1699027425.973463, + "supported_languages": null + }, + "macro.dbt.make_temp_relation": { + "name": "make_temp_relation", + "resource_type": "macro", + "package_name": "dbt", + "path": "macros/adapters/relation.sql", + "original_file_path": "macros/adapters/relation.sql", + "unique_id": "macro.dbt.make_temp_relation", + "macro_sql": "{% macro make_temp_relation(base_relation, suffix='__dbt_tmp') %}\n {{ return(adapter.dispatch('make_temp_relation', 'dbt')(base_relation, suffix)) }}\n{% endmacro %}", + "depends_on": { + "macros": ["macro.dbt.default__make_temp_relation"] + }, + "description": "", + "meta": {}, + "docs": { "show": true, "node_color": null }, + "patch_path": null, + "arguments": [], + "created_at": 1699027425.973674, + "supported_languages": null + }, + "macro.dbt.default__make_temp_relation": { + "name": "default__make_temp_relation", + "resource_type": "macro", + "package_name": "dbt", + "path": "macros/adapters/relation.sql", + "original_file_path": "macros/adapters/relation.sql", + "unique_id": "macro.dbt.default__make_temp_relation", + "macro_sql": "{% macro default__make_temp_relation(base_relation, suffix) %}\n {%- set temp_identifier = base_relation.identifier ~ suffix -%}\n {%- set temp_relation = base_relation.incorporate(\n path={\"identifier\": temp_identifier}) -%}\n\n {{ return(temp_relation) }}\n{% endmacro %}", + "depends_on": { "macros": [] }, + "description": "", + "meta": {}, + "docs": { "show": true, "node_color": null }, + "patch_path": null, + "arguments": [], + "created_at": 1699027425.973954, + "supported_languages": null + }, + "macro.dbt.make_backup_relation": { + "name": "make_backup_relation", + "resource_type": "macro", + "package_name": "dbt", + "path": "macros/adapters/relation.sql", + "original_file_path": "macros/adapters/relation.sql", + "unique_id": "macro.dbt.make_backup_relation", + "macro_sql": "{% macro make_backup_relation(base_relation, backup_relation_type, suffix='__dbt_backup') %}\n {{ return(adapter.dispatch('make_backup_relation', 'dbt')(base_relation, backup_relation_type, suffix)) }}\n{% endmacro %}", + "depends_on": { + "macros": ["macro.dbt.default__make_backup_relation"] + }, + "description": "", + "meta": {}, + "docs": { "show": true, "node_color": null }, + "patch_path": null, + "arguments": [], + "created_at": 1699027425.974185, + "supported_languages": null + }, + "macro.dbt.default__make_backup_relation": { + "name": "default__make_backup_relation", + "resource_type": "macro", + "package_name": "dbt", + "path": "macros/adapters/relation.sql", + "original_file_path": "macros/adapters/relation.sql", + "unique_id": "macro.dbt.default__make_backup_relation", + "macro_sql": "{% macro default__make_backup_relation(base_relation, backup_relation_type, suffix) %}\n {%- set backup_identifier = base_relation.identifier ~ suffix -%}\n {%- set backup_relation = base_relation.incorporate(\n path={\"identifier\": backup_identifier},\n type=backup_relation_type\n ) -%}\n {{ return(backup_relation) }}\n{% endmacro %}", + "depends_on": { "macros": [] }, + "description": "", + "meta": {}, + "docs": { "show": true, "node_color": null }, + "patch_path": null, + "arguments": [], + "created_at": 1699027425.974499, + "supported_languages": null + }, + "macro.dbt.truncate_relation": { + "name": "truncate_relation", + "resource_type": "macro", + "package_name": "dbt", + "path": "macros/adapters/relation.sql", + "original_file_path": "macros/adapters/relation.sql", + "unique_id": "macro.dbt.truncate_relation", + "macro_sql": "{% macro truncate_relation(relation) -%}\n {{ return(adapter.dispatch('truncate_relation', 'dbt')(relation)) }}\n{% endmacro %}", + "depends_on": { + "macros": ["macro.dbt_snowflake.snowflake__truncate_relation"] + }, + "description": "", + "meta": {}, + "docs": { "show": true, "node_color": null }, + "patch_path": null, + "arguments": [], + "created_at": 1699027425.97469, + "supported_languages": null + }, + "macro.dbt.default__truncate_relation": { + "name": "default__truncate_relation", + "resource_type": "macro", + "package_name": "dbt", + "path": "macros/adapters/relation.sql", + "original_file_path": "macros/adapters/relation.sql", + "unique_id": "macro.dbt.default__truncate_relation", + "macro_sql": "{% macro default__truncate_relation(relation) -%}\n {% call statement('truncate_relation') -%}\n truncate table {{ relation }}\n {%- endcall %}\n{% endmacro %}", + "depends_on": { "macros": ["macro.dbt.statement"] }, + "description": "", + "meta": {}, + "docs": { "show": true, "node_color": null }, + "patch_path": null, + "arguments": [], + "created_at": 1699027425.974873, + "supported_languages": null + }, + "macro.dbt.get_or_create_relation": { + "name": "get_or_create_relation", + "resource_type": "macro", + "package_name": "dbt", + "path": "macros/adapters/relation.sql", + "original_file_path": "macros/adapters/relation.sql", + "unique_id": "macro.dbt.get_or_create_relation", + "macro_sql": "{% macro get_or_create_relation(database, schema, identifier, type) -%}\n {{ return(adapter.dispatch('get_or_create_relation', 'dbt')(database, schema, identifier, type)) }}\n{% endmacro %}", + "depends_on": { + "macros": ["macro.dbt.default__get_or_create_relation"] + }, + "description": "", + "meta": {}, + "docs": { "show": true, "node_color": null }, + "patch_path": null, + "arguments": [], + "created_at": 1699027425.975117, + "supported_languages": null + }, + "macro.dbt.default__get_or_create_relation": { + "name": "default__get_or_create_relation", + "resource_type": "macro", + "package_name": "dbt", + "path": "macros/adapters/relation.sql", + "original_file_path": "macros/adapters/relation.sql", + "unique_id": "macro.dbt.default__get_or_create_relation", + "macro_sql": "{% macro default__get_or_create_relation(database, schema, identifier, type) %}\n {%- set target_relation = adapter.get_relation(database=database, schema=schema, identifier=identifier) %}\n\n {% if target_relation %}\n {% do return([true, target_relation]) %}\n {% endif %}\n\n {%- set new_relation = api.Relation.create(\n database=database,\n schema=schema,\n identifier=identifier,\n type=type\n ) -%}\n {% do return([false, new_relation]) %}\n{% endmacro %}", + "depends_on": { "macros": [] }, + "description": "", + "meta": {}, + "docs": { "show": true, "node_color": null }, + "patch_path": null, + "arguments": [], + "created_at": 1699027425.9757252, + "supported_languages": null + }, + "macro.dbt.load_cached_relation": { + "name": "load_cached_relation", + "resource_type": "macro", + "package_name": "dbt", + "path": "macros/adapters/relation.sql", + "original_file_path": "macros/adapters/relation.sql", + "unique_id": "macro.dbt.load_cached_relation", + "macro_sql": "{% macro load_cached_relation(relation) %}\n {% do return(adapter.get_relation(\n database=relation.database,\n schema=relation.schema,\n identifier=relation.identifier\n )) -%}\n{% endmacro %}", + "depends_on": { "macros": [] }, + "description": "", + "meta": {}, + "docs": { "show": true, "node_color": null }, + "patch_path": null, + "arguments": [], + "created_at": 1699027425.975979, + "supported_languages": null + }, + "macro.dbt.load_relation": { + "name": "load_relation", + "resource_type": "macro", + "package_name": "dbt", + "path": "macros/adapters/relation.sql", + "original_file_path": "macros/adapters/relation.sql", + "unique_id": "macro.dbt.load_relation", + "macro_sql": "{% macro load_relation(relation) %}\n {{ return(load_cached_relation(relation)) }}\n{% endmacro %}", + "depends_on": { "macros": ["macro.dbt.load_cached_relation"] }, + "description": "", + "meta": {}, + "docs": { "show": true, "node_color": null }, + "patch_path": null, + "arguments": [], + "created_at": 1699027425.976133, + "supported_languages": null + }, + "macro.dbt.collect_freshness": { + "name": "collect_freshness", + "resource_type": "macro", + "package_name": "dbt", + "path": "macros/adapters/freshness.sql", + "original_file_path": "macros/adapters/freshness.sql", + "unique_id": "macro.dbt.collect_freshness", + "macro_sql": "{% macro collect_freshness(source, loaded_at_field, filter) %}\n {{ return(adapter.dispatch('collect_freshness', 'dbt')(source, loaded_at_field, filter))}}\n{% endmacro %}", + "depends_on": { + "macros": ["macro.dbt.default__collect_freshness"] + }, + "description": "", + "meta": {}, + "docs": { "show": true, "node_color": null }, + "patch_path": null, + "arguments": [], + "created_at": 1699027425.9765708, + "supported_languages": null + }, + "macro.dbt.default__collect_freshness": { + "name": "default__collect_freshness", + "resource_type": "macro", + "package_name": "dbt", + "path": "macros/adapters/freshness.sql", + "original_file_path": "macros/adapters/freshness.sql", + "unique_id": "macro.dbt.default__collect_freshness", + "macro_sql": "{% macro default__collect_freshness(source, loaded_at_field, filter) %}\n {% call statement('collect_freshness', fetch_result=True, auto_begin=False) -%}\n select\n max({{ loaded_at_field }}) as max_loaded_at,\n {{ current_timestamp() }} as snapshotted_at\n from {{ source }}\n {% if filter %}\n where {{ filter }}\n {% endif %}\n {% endcall %}\n {{ return(load_result('collect_freshness')) }}\n{% endmacro %}", + "depends_on": { + "macros": ["macro.dbt.statement", "macro.dbt.current_timestamp"] + }, + "description": "", + "meta": {}, + "docs": { "show": true, "node_color": null }, + "patch_path": null, + "arguments": [], + "created_at": 1699027425.977046, + "supported_languages": null + }, + "macro.dbt.validate_sql": { + "name": "validate_sql", + "resource_type": "macro", + "package_name": "dbt", + "path": "macros/adapters/validate_sql.sql", + "original_file_path": "macros/adapters/validate_sql.sql", + "unique_id": "macro.dbt.validate_sql", + "macro_sql": "{% macro validate_sql(sql) -%}\n {{ return(adapter.dispatch('validate_sql', 'dbt')(sql)) }}\n{% endmacro %}", + "depends_on": { "macros": ["macro.dbt.default__validate_sql"] }, + "description": "", + "meta": {}, + "docs": { "show": true, "node_color": null }, + "patch_path": null, + "arguments": [], + "created_at": 1699027425.9773371, + "supported_languages": null + }, + "macro.dbt.default__validate_sql": { + "name": "default__validate_sql", + "resource_type": "macro", + "package_name": "dbt", + "path": "macros/adapters/validate_sql.sql", + "original_file_path": "macros/adapters/validate_sql.sql", + "unique_id": "macro.dbt.default__validate_sql", + "macro_sql": "{% macro default__validate_sql(sql) -%}\n {% call statement('validate_sql') -%}\n explain {{ sql }}\n {% endcall %}\n {{ return(load_result('validate_sql')) }}\n{% endmacro %}", + "depends_on": { "macros": ["macro.dbt.statement"] }, + "description": "", + "meta": {}, + "docs": { "show": true, "node_color": null }, + "patch_path": null, + "arguments": [], + "created_at": 1699027425.9775622, + "supported_languages": null + }, + "macro.dbt.copy_grants": { + "name": "copy_grants", + "resource_type": "macro", + "package_name": "dbt", + "path": "macros/adapters/apply_grants.sql", + "original_file_path": "macros/adapters/apply_grants.sql", + "unique_id": "macro.dbt.copy_grants", + "macro_sql": "{% macro copy_grants() %}\n {{ return(adapter.dispatch('copy_grants', 'dbt')()) }}\n{% endmacro %}", + "depends_on": { + "macros": ["macro.dbt_snowflake.snowflake__copy_grants"] + }, + "description": "", + "meta": {}, + "docs": { "show": true, "node_color": null }, + "patch_path": null, + "arguments": [], + "created_at": 1699027425.9792309, + "supported_languages": null + }, + "macro.dbt.default__copy_grants": { + "name": "default__copy_grants", + "resource_type": "macro", + "package_name": "dbt", + "path": "macros/adapters/apply_grants.sql", + "original_file_path": "macros/adapters/apply_grants.sql", + "unique_id": "macro.dbt.default__copy_grants", + "macro_sql": "{% macro default__copy_grants() %}\n {{ return(True) }}\n{% endmacro %}", + "depends_on": { "macros": [] }, + "description": "", + "meta": {}, + "docs": { "show": true, "node_color": null }, + "patch_path": null, + "arguments": [], + "created_at": 1699027425.979344, + "supported_languages": null + }, + "macro.dbt.support_multiple_grantees_per_dcl_statement": { + "name": "support_multiple_grantees_per_dcl_statement", + "resource_type": "macro", + "package_name": "dbt", + "path": "macros/adapters/apply_grants.sql", + "original_file_path": "macros/adapters/apply_grants.sql", + "unique_id": "macro.dbt.support_multiple_grantees_per_dcl_statement", + "macro_sql": "{% macro support_multiple_grantees_per_dcl_statement() %}\n {{ return(adapter.dispatch('support_multiple_grantees_per_dcl_statement', 'dbt')()) }}\n{% endmacro %}", + "depends_on": { + "macros": [ + "macro.dbt_snowflake.snowflake__support_multiple_grantees_per_dcl_statement" + ] + }, + "description": "", + "meta": {}, + "docs": { "show": true, "node_color": null }, + "patch_path": null, + "arguments": [], + "created_at": 1699027425.979504, + "supported_languages": null + }, + "macro.dbt.default__support_multiple_grantees_per_dcl_statement": { + "name": "default__support_multiple_grantees_per_dcl_statement", + "resource_type": "macro", + "package_name": "dbt", + "path": "macros/adapters/apply_grants.sql", + "original_file_path": "macros/adapters/apply_grants.sql", + "unique_id": "macro.dbt.default__support_multiple_grantees_per_dcl_statement", + "macro_sql": "\n\n{%- macro default__support_multiple_grantees_per_dcl_statement() -%}\n {{ return(True) }}\n{%- endmacro -%}\n\n\n", + "depends_on": { "macros": [] }, + "description": "", + "meta": {}, + "docs": { "show": true, "node_color": null }, + "patch_path": null, + "arguments": [], + "created_at": 1699027425.979609, + "supported_languages": null + }, + "macro.dbt.should_revoke": { + "name": "should_revoke", + "resource_type": "macro", + "package_name": "dbt", + "path": "macros/adapters/apply_grants.sql", + "original_file_path": "macros/adapters/apply_grants.sql", + "unique_id": "macro.dbt.should_revoke", + "macro_sql": "{% macro should_revoke(existing_relation, full_refresh_mode=True) %}\n\n {% if not existing_relation %}\n {#-- The table doesn't already exist, so no grants to copy over --#}\n {{ return(False) }}\n {% elif full_refresh_mode %}\n {#-- The object is being REPLACED -- whether grants are copied over depends on the value of user config --#}\n {{ return(copy_grants()) }}\n {% else %}\n {#-- The table is being merged/upserted/inserted -- grants will be carried over --#}\n {{ return(True) }}\n {% endif %}\n\n{% endmacro %}", + "depends_on": { "macros": ["macro.dbt.copy_grants"] }, + "description": "", + "meta": {}, + "docs": { "show": true, "node_color": null }, + "patch_path": null, + "arguments": [], + "created_at": 1699027425.979934, + "supported_languages": null + }, + "macro.dbt.get_show_grant_sql": { + "name": "get_show_grant_sql", + "resource_type": "macro", + "package_name": "dbt", + "path": "macros/adapters/apply_grants.sql", + "original_file_path": "macros/adapters/apply_grants.sql", + "unique_id": "macro.dbt.get_show_grant_sql", + "macro_sql": "{% macro get_show_grant_sql(relation) %}\n {{ return(adapter.dispatch(\"get_show_grant_sql\", \"dbt\")(relation)) }}\n{% endmacro %}", + "depends_on": { + "macros": ["macro.dbt.default__get_show_grant_sql"] + }, + "description": "", + "meta": {}, + "docs": { "show": true, "node_color": null }, + "patch_path": null, + "arguments": [], + "created_at": 1699027425.9801102, + "supported_languages": null + }, + "macro.dbt.default__get_show_grant_sql": { + "name": "default__get_show_grant_sql", + "resource_type": "macro", + "package_name": "dbt", + "path": "macros/adapters/apply_grants.sql", + "original_file_path": "macros/adapters/apply_grants.sql", + "unique_id": "macro.dbt.default__get_show_grant_sql", + "macro_sql": "{% macro default__get_show_grant_sql(relation) %}\n show grants on {{ relation }}\n{% endmacro %}", + "depends_on": { "macros": [] }, + "description": "", + "meta": {}, + "docs": { "show": true, "node_color": null }, + "patch_path": null, + "arguments": [], + "created_at": 1699027425.9802072, + "supported_languages": null + }, + "macro.dbt.get_grant_sql": { + "name": "get_grant_sql", + "resource_type": "macro", + "package_name": "dbt", + "path": "macros/adapters/apply_grants.sql", + "original_file_path": "macros/adapters/apply_grants.sql", + "unique_id": "macro.dbt.get_grant_sql", + "macro_sql": "{% macro get_grant_sql(relation, privilege, grantees) %}\n {{ return(adapter.dispatch('get_grant_sql', 'dbt')(relation, privilege, grantees)) }}\n{% endmacro %}", + "depends_on": { "macros": ["macro.dbt.default__get_grant_sql"] }, + "description": "", + "meta": {}, + "docs": { "show": true, "node_color": null }, + "patch_path": null, + "arguments": [], + "created_at": 1699027425.980433, + "supported_languages": null + }, + "macro.dbt.default__get_grant_sql": { + "name": "default__get_grant_sql", + "resource_type": "macro", + "package_name": "dbt", + "path": "macros/adapters/apply_grants.sql", + "original_file_path": "macros/adapters/apply_grants.sql", + "unique_id": "macro.dbt.default__get_grant_sql", + "macro_sql": "\n\n{%- macro default__get_grant_sql(relation, privilege, grantees) -%}\n grant {{ privilege }} on {{ relation }} to {{ grantees | join(', ') }}\n{%- endmacro -%}\n\n\n", + "depends_on": { "macros": [] }, + "description": "", + "meta": {}, + "docs": { "show": true, "node_color": null }, + "patch_path": null, + "arguments": [], + "created_at": 1699027425.9806452, + "supported_languages": null + }, + "macro.dbt.get_revoke_sql": { + "name": "get_revoke_sql", + "resource_type": "macro", + "package_name": "dbt", + "path": "macros/adapters/apply_grants.sql", + "original_file_path": "macros/adapters/apply_grants.sql", + "unique_id": "macro.dbt.get_revoke_sql", + "macro_sql": "{% macro get_revoke_sql(relation, privilege, grantees) %}\n {{ return(adapter.dispatch('get_revoke_sql', 'dbt')(relation, privilege, grantees)) }}\n{% endmacro %}", + "depends_on": { "macros": ["macro.dbt.default__get_revoke_sql"] }, + "description": "", + "meta": {}, + "docs": { "show": true, "node_color": null }, + "patch_path": null, + "arguments": [], + "created_at": 1699027425.98091, + "supported_languages": null + }, + "macro.dbt.default__get_revoke_sql": { + "name": "default__get_revoke_sql", + "resource_type": "macro", + "package_name": "dbt", + "path": "macros/adapters/apply_grants.sql", + "original_file_path": "macros/adapters/apply_grants.sql", + "unique_id": "macro.dbt.default__get_revoke_sql", + "macro_sql": "\n\n{%- macro default__get_revoke_sql(relation, privilege, grantees) -%}\n revoke {{ privilege }} on {{ relation }} from {{ grantees | join(', ') }}\n{%- endmacro -%}\n\n\n", + "depends_on": { "macros": [] }, + "description": "", + "meta": {}, + "docs": { "show": true, "node_color": null }, + "patch_path": null, + "arguments": [], + "created_at": 1699027425.9811032, + "supported_languages": null + }, + "macro.dbt.get_dcl_statement_list": { + "name": "get_dcl_statement_list", + "resource_type": "macro", + "package_name": "dbt", + "path": "macros/adapters/apply_grants.sql", + "original_file_path": "macros/adapters/apply_grants.sql", + "unique_id": "macro.dbt.get_dcl_statement_list", + "macro_sql": "{% macro get_dcl_statement_list(relation, grant_config, get_dcl_macro) %}\n {{ return(adapter.dispatch('get_dcl_statement_list', 'dbt')(relation, grant_config, get_dcl_macro)) }}\n{% endmacro %}", + "depends_on": { + "macros": ["macro.dbt.default__get_dcl_statement_list"] + }, + "description": "", + "meta": {}, + "docs": { "show": true, "node_color": null }, + "patch_path": null, + "arguments": [], + "created_at": 1699027425.981329, + "supported_languages": null + }, + "macro.dbt.default__get_dcl_statement_list": { + "name": "default__get_dcl_statement_list", + "resource_type": "macro", + "package_name": "dbt", + "path": "macros/adapters/apply_grants.sql", + "original_file_path": "macros/adapters/apply_grants.sql", + "unique_id": "macro.dbt.default__get_dcl_statement_list", + "macro_sql": "\n\n{%- macro default__get_dcl_statement_list(relation, grant_config, get_dcl_macro) -%}\n {#\n -- Unpack grant_config into specific privileges and the set of users who need them granted/revoked.\n -- Depending on whether this database supports multiple grantees per statement, pass in the list of\n -- all grantees per privilege, or (if not) template one statement per privilege-grantee pair.\n -- `get_dcl_macro` will be either `get_grant_sql` or `get_revoke_sql`\n #}\n {%- set dcl_statements = [] -%}\n {%- for privilege, grantees in grant_config.items() %}\n {%- if support_multiple_grantees_per_dcl_statement() and grantees -%}\n {%- set dcl = get_dcl_macro(relation, privilege, grantees) -%}\n {%- do dcl_statements.append(dcl) -%}\n {%- else -%}\n {%- for grantee in grantees -%}\n {% set dcl = get_dcl_macro(relation, privilege, [grantee]) %}\n {%- do dcl_statements.append(dcl) -%}\n {% endfor -%}\n {%- endif -%}\n {%- endfor -%}\n {{ return(dcl_statements) }}\n{%- endmacro %}", + "depends_on": { + "macros": [ + "macro.dbt.support_multiple_grantees_per_dcl_statement" + ] + }, + "description": "", + "meta": {}, + "docs": { "show": true, "node_color": null }, + "patch_path": null, + "arguments": [], + "created_at": 1699027425.982065, + "supported_languages": null + }, + "macro.dbt.call_dcl_statements": { + "name": "call_dcl_statements", + "resource_type": "macro", + "package_name": "dbt", + "path": "macros/adapters/apply_grants.sql", + "original_file_path": "macros/adapters/apply_grants.sql", + "unique_id": "macro.dbt.call_dcl_statements", + "macro_sql": "{% macro call_dcl_statements(dcl_statement_list) %}\n {{ return(adapter.dispatch(\"call_dcl_statements\", \"dbt\")(dcl_statement_list)) }}\n{% endmacro %}", + "depends_on": { + "macros": ["macro.dbt.default__call_dcl_statements"] + }, + "description": "", + "meta": {}, + "docs": { "show": true, "node_color": null }, + "patch_path": null, + "arguments": [], + "created_at": 1699027425.982244, + "supported_languages": null + }, + "macro.dbt.default__call_dcl_statements": { + "name": "default__call_dcl_statements", + "resource_type": "macro", + "package_name": "dbt", + "path": "macros/adapters/apply_grants.sql", + "original_file_path": "macros/adapters/apply_grants.sql", + "unique_id": "macro.dbt.default__call_dcl_statements", + "macro_sql": "{% macro default__call_dcl_statements(dcl_statement_list) %}\n {#\n -- By default, supply all grant + revoke statements in a single semicolon-separated block,\n -- so that they're all processed together.\n\n -- Some databases do not support this. Those adapters will need to override this macro\n -- to run each statement individually.\n #}\n {% call statement('grants') %}\n {% for dcl_statement in dcl_statement_list %}\n {{ dcl_statement }};\n {% endfor %}\n {% endcall %}\n{% endmacro %}", + "depends_on": { "macros": ["macro.dbt.statement"] }, + "description": "", + "meta": {}, + "docs": { "show": true, "node_color": null }, + "patch_path": null, + "arguments": [], + "created_at": 1699027425.982476, + "supported_languages": null + }, + "macro.dbt.apply_grants": { + "name": "apply_grants", + "resource_type": "macro", + "package_name": "dbt", + "path": "macros/adapters/apply_grants.sql", + "original_file_path": "macros/adapters/apply_grants.sql", + "unique_id": "macro.dbt.apply_grants", + "macro_sql": "{% macro apply_grants(relation, grant_config, should_revoke) %}\n {{ return(adapter.dispatch(\"apply_grants\", \"dbt\")(relation, grant_config, should_revoke)) }}\n{% endmacro %}", + "depends_on": { "macros": ["macro.dbt.default__apply_grants"] }, + "description": "", + "meta": {}, + "docs": { "show": true, "node_color": null }, + "patch_path": null, + "arguments": [], + "created_at": 1699027425.982697, + "supported_languages": null + }, + "macro.dbt.default__apply_grants": { + "name": "default__apply_grants", + "resource_type": "macro", + "package_name": "dbt", + "path": "macros/adapters/apply_grants.sql", + "original_file_path": "macros/adapters/apply_grants.sql", + "unique_id": "macro.dbt.default__apply_grants", + "macro_sql": "{% macro default__apply_grants(relation, grant_config, should_revoke=True) %}\n {#-- If grant_config is {} or None, this is a no-op --#}\n {% if grant_config %}\n {% if should_revoke %}\n {#-- We think previous grants may have carried over --#}\n {#-- Show current grants and calculate diffs --#}\n {% set current_grants_table = run_query(get_show_grant_sql(relation)) %}\n {% set current_grants_dict = adapter.standardize_grants_dict(current_grants_table) %}\n {% set needs_granting = diff_of_two_dicts(grant_config, current_grants_dict) %}\n {% set needs_revoking = diff_of_two_dicts(current_grants_dict, grant_config) %}\n {% if not (needs_granting or needs_revoking) %}\n {{ log('On ' ~ relation ~': All grants are in place, no revocation or granting needed.')}}\n {% endif %}\n {% else %}\n {#-- We don't think there's any chance of previous grants having carried over. --#}\n {#-- Jump straight to granting what the user has configured. --#}\n {% set needs_revoking = {} %}\n {% set needs_granting = grant_config %}\n {% endif %}\n {% if needs_granting or needs_revoking %}\n {% set revoke_statement_list = get_dcl_statement_list(relation, needs_revoking, get_revoke_sql) %}\n {% set grant_statement_list = get_dcl_statement_list(relation, needs_granting, get_grant_sql) %}\n {% set dcl_statement_list = revoke_statement_list + grant_statement_list %}\n {% if dcl_statement_list %}\n {{ call_dcl_statements(dcl_statement_list) }}\n {% endif %}\n {% endif %}\n {% endif %}\n{% endmacro %}", + "depends_on": { + "macros": [ + "macro.dbt.run_query", + "macro.dbt.get_show_grant_sql", + "macro.dbt.get_dcl_statement_list", + "macro.dbt.call_dcl_statements" + ] + }, + "description": "", + "meta": {}, + "docs": { "show": true, "node_color": null }, + "patch_path": null, + "arguments": [], + "created_at": 1699027425.9838321, + "supported_languages": null + }, + "macro.dbt.get_show_sql": { + "name": "get_show_sql", + "resource_type": "macro", + "package_name": "dbt", + "path": "macros/adapters/show.sql", + "original_file_path": "macros/adapters/show.sql", + "unique_id": "macro.dbt.get_show_sql", + "macro_sql": "{% macro get_show_sql(compiled_code, sql_header, limit) -%}\n {%- if sql_header -%}\n {{ sql_header }}\n {%- endif -%}\n {%- if limit is not none -%}\n {{ get_limit_subquery_sql(compiled_code, limit) }}\n {%- else -%}\n {{ compiled_code }}\n {%- endif -%}\n{% endmacro %}", + "depends_on": { "macros": ["macro.dbt.get_limit_subquery_sql"] }, + "description": "", + "meta": {}, + "docs": { "show": true, "node_color": null }, + "patch_path": null, + "arguments": [], + "created_at": 1699027425.984331, + "supported_languages": null + }, + "macro.dbt.get_limit_subquery_sql": { + "name": "get_limit_subquery_sql", + "resource_type": "macro", + "package_name": "dbt", + "path": "macros/adapters/show.sql", + "original_file_path": "macros/adapters/show.sql", + "unique_id": "macro.dbt.get_limit_subquery_sql", + "macro_sql": "{% macro get_limit_subquery_sql(sql, limit) %}\n {{ adapter.dispatch('get_limit_subquery_sql', 'dbt')(sql, limit) }}\n{% endmacro %}", + "depends_on": { + "macros": ["macro.dbt.default__get_limit_subquery_sql"] + }, + "description": "", + "meta": {}, + "docs": { "show": true, "node_color": null }, + "patch_path": null, + "arguments": [], + "created_at": 1699027425.98451, + "supported_languages": null + }, + "macro.dbt.default__get_limit_subquery_sql": { + "name": "default__get_limit_subquery_sql", + "resource_type": "macro", + "package_name": "dbt", + "path": "macros/adapters/show.sql", + "original_file_path": "macros/adapters/show.sql", + "unique_id": "macro.dbt.default__get_limit_subquery_sql", + "macro_sql": "{% macro default__get_limit_subquery_sql(sql, limit) %}\n select *\n from (\n {{ sql }}\n ) as model_limit_subq\n limit {{ limit }}\n{% endmacro %}", + "depends_on": { "macros": [] }, + "description": "", + "meta": {}, + "docs": { "show": true, "node_color": null }, + "patch_path": null, + "arguments": [], + "created_at": 1699027425.984652, + "supported_languages": null + }, + "macro.dbt.alter_column_comment": { + "name": "alter_column_comment", + "resource_type": "macro", + "package_name": "dbt", + "path": "macros/adapters/persist_docs.sql", + "original_file_path": "macros/adapters/persist_docs.sql", + "unique_id": "macro.dbt.alter_column_comment", + "macro_sql": "{% macro alter_column_comment(relation, column_dict) -%}\n {{ return(adapter.dispatch('alter_column_comment', 'dbt')(relation, column_dict)) }}\n{% endmacro %}", + "depends_on": { + "macros": [ + "macro.dbt_snowflake.snowflake__alter_column_comment" + ] + }, + "description": "", + "meta": {}, + "docs": { "show": true, "node_color": null }, + "patch_path": null, + "arguments": [], + "created_at": 1699027425.9853282, + "supported_languages": null + }, + "macro.dbt.default__alter_column_comment": { + "name": "default__alter_column_comment", + "resource_type": "macro", + "package_name": "dbt", + "path": "macros/adapters/persist_docs.sql", + "original_file_path": "macros/adapters/persist_docs.sql", + "unique_id": "macro.dbt.default__alter_column_comment", + "macro_sql": "{% macro default__alter_column_comment(relation, column_dict) -%}\n {{ exceptions.raise_not_implemented(\n 'alter_column_comment macro not implemented for adapter '+adapter.type()) }}\n{% endmacro %}", + "depends_on": { "macros": [] }, + "description": "", + "meta": {}, + "docs": { "show": true, "node_color": null }, + "patch_path": null, + "arguments": [], + "created_at": 1699027425.9854999, + "supported_languages": null + }, + "macro.dbt.alter_relation_comment": { + "name": "alter_relation_comment", + "resource_type": "macro", + "package_name": "dbt", + "path": "macros/adapters/persist_docs.sql", + "original_file_path": "macros/adapters/persist_docs.sql", + "unique_id": "macro.dbt.alter_relation_comment", + "macro_sql": "{% macro alter_relation_comment(relation, relation_comment) -%}\n {{ return(adapter.dispatch('alter_relation_comment', 'dbt')(relation, relation_comment)) }}\n{% endmacro %}", + "depends_on": { + "macros": [ + "macro.dbt_snowflake.snowflake__alter_relation_comment" + ] + }, + "description": "", + "meta": {}, + "docs": { "show": true, "node_color": null }, + "patch_path": null, + "arguments": [], + "created_at": 1699027425.9857228, + "supported_languages": null + }, + "macro.dbt.default__alter_relation_comment": { + "name": "default__alter_relation_comment", + "resource_type": "macro", + "package_name": "dbt", + "path": "macros/adapters/persist_docs.sql", + "original_file_path": "macros/adapters/persist_docs.sql", + "unique_id": "macro.dbt.default__alter_relation_comment", + "macro_sql": "{% macro default__alter_relation_comment(relation, relation_comment) -%}\n {{ exceptions.raise_not_implemented(\n 'alter_relation_comment macro not implemented for adapter '+adapter.type()) }}\n{% endmacro %}", + "depends_on": { "macros": [] }, + "description": "", + "meta": {}, + "docs": { "show": true, "node_color": null }, + "patch_path": null, + "arguments": [], + "created_at": 1699027425.985883, + "supported_languages": null + }, + "macro.dbt.persist_docs": { + "name": "persist_docs", + "resource_type": "macro", + "package_name": "dbt", + "path": "macros/adapters/persist_docs.sql", + "original_file_path": "macros/adapters/persist_docs.sql", + "unique_id": "macro.dbt.persist_docs", + "macro_sql": "{% macro persist_docs(relation, model, for_relation=true, for_columns=true) -%}\n {{ return(adapter.dispatch('persist_docs', 'dbt')(relation, model, for_relation, for_columns)) }}\n{% endmacro %}", + "depends_on": { "macros": ["macro.dbt.default__persist_docs"] }, + "description": "", + "meta": {}, + "docs": { "show": true, "node_color": null }, + "patch_path": null, + "arguments": [], + "created_at": 1699027425.98617, + "supported_languages": null + }, + "macro.dbt.default__persist_docs": { + "name": "default__persist_docs", + "resource_type": "macro", + "package_name": "dbt", + "path": "macros/adapters/persist_docs.sql", + "original_file_path": "macros/adapters/persist_docs.sql", + "unique_id": "macro.dbt.default__persist_docs", + "macro_sql": "{% macro default__persist_docs(relation, model, for_relation, for_columns) -%}\n {% if for_relation and config.persist_relation_docs() and model.description %}\n {% do run_query(alter_relation_comment(relation, model.description)) %}\n {% endif %}\n\n {% if for_columns and config.persist_column_docs() and model.columns %}\n {% do run_query(alter_column_comment(relation, model.columns)) %}\n {% endif %}\n{% endmacro %}", + "depends_on": { + "macros": [ + "macro.dbt.run_query", + "macro.dbt.alter_relation_comment", + "macro.dbt.alter_column_comment" + ] + }, + "description": "", + "meta": {}, + "docs": { "show": true, "node_color": null }, + "patch_path": null, + "arguments": [], + "created_at": 1699027425.9867032, + "supported_languages": null + }, + "macro.dbt.get_catalog_relations": { + "name": "get_catalog_relations", + "resource_type": "macro", + "package_name": "dbt", + "path": "macros/adapters/metadata.sql", + "original_file_path": "macros/adapters/metadata.sql", + "unique_id": "macro.dbt.get_catalog_relations", + "macro_sql": "{% macro get_catalog_relations(information_schema, relations) -%}\n {{ return(adapter.dispatch('get_catalog_relations', 'dbt')(information_schema, relations)) }}\n{%- endmacro %}", + "depends_on": { + "macros": [ + "macro.dbt_snowflake.snowflake__get_catalog_relations" + ] + }, + "description": "", + "meta": {}, + "docs": { "show": true, "node_color": null }, + "patch_path": null, + "arguments": [], + "created_at": 1699027425.989755, + "supported_languages": null + }, + "macro.dbt.default__get_catalog_relations": { + "name": "default__get_catalog_relations", + "resource_type": "macro", + "package_name": "dbt", + "path": "macros/adapters/metadata.sql", + "original_file_path": "macros/adapters/metadata.sql", + "unique_id": "macro.dbt.default__get_catalog_relations", + "macro_sql": "{% macro default__get_catalog_relations(information_schema, relations) -%}\n {% set typename = adapter.type() %}\n {% set msg -%}\n get_catalog_relations not implemented for {{ typename }}\n {%- endset %}\n\n {{ exceptions.raise_compiler_error(msg) }}\n{%- endmacro %}", + "depends_on": { "macros": [] }, + "description": "", + "meta": {}, + "docs": { "show": true, "node_color": null }, + "patch_path": null, + "arguments": [], + "created_at": 1699027425.9900281, + "supported_languages": null + }, + "macro.dbt.get_catalog": { + "name": "get_catalog", + "resource_type": "macro", + "package_name": "dbt", + "path": "macros/adapters/metadata.sql", + "original_file_path": "macros/adapters/metadata.sql", + "unique_id": "macro.dbt.get_catalog", + "macro_sql": "{% macro get_catalog(information_schema, schemas) -%}\n {{ return(adapter.dispatch('get_catalog', 'dbt')(information_schema, schemas)) }}\n{%- endmacro %}", + "depends_on": { + "macros": ["macro.dbt_snowflake.snowflake__get_catalog"] + }, + "description": "", + "meta": {}, + "docs": { "show": true, "node_color": null }, + "patch_path": null, + "arguments": [], + "created_at": 1699027425.990238, + "supported_languages": null + }, + "macro.dbt.default__get_catalog": { + "name": "default__get_catalog", + "resource_type": "macro", + "package_name": "dbt", + "path": "macros/adapters/metadata.sql", + "original_file_path": "macros/adapters/metadata.sql", + "unique_id": "macro.dbt.default__get_catalog", + "macro_sql": "{% macro default__get_catalog(information_schema, schemas) -%}\n\n {% set typename = adapter.type() %}\n {% set msg -%}\n get_catalog not implemented for {{ typename }}\n {%- endset %}\n\n {{ exceptions.raise_compiler_error(msg) }}\n{% endmacro %}", + "depends_on": { "macros": [] }, + "description": "", + "meta": {}, + "docs": { "show": true, "node_color": null }, + "patch_path": null, + "arguments": [], + "created_at": 1699027425.990498, + "supported_languages": null + }, + "macro.dbt.information_schema_name": { + "name": "information_schema_name", + "resource_type": "macro", + "package_name": "dbt", + "path": "macros/adapters/metadata.sql", + "original_file_path": "macros/adapters/metadata.sql", + "unique_id": "macro.dbt.information_schema_name", + "macro_sql": "{% macro information_schema_name(database) %}\n {{ return(adapter.dispatch('information_schema_name', 'dbt')(database)) }}\n{% endmacro %}", + "depends_on": { + "macros": ["macro.dbt.default__information_schema_name"] + }, + "description": "", + "meta": {}, + "docs": { "show": true, "node_color": null }, + "patch_path": null, + "arguments": [], + "created_at": 1699027425.990693, + "supported_languages": null + }, + "macro.dbt.default__information_schema_name": { + "name": "default__information_schema_name", + "resource_type": "macro", + "package_name": "dbt", + "path": "macros/adapters/metadata.sql", + "original_file_path": "macros/adapters/metadata.sql", + "unique_id": "macro.dbt.default__information_schema_name", + "macro_sql": "{% macro default__information_schema_name(database) -%}\n {%- if database -%}\n {{ database }}.INFORMATION_SCHEMA\n {%- else -%}\n INFORMATION_SCHEMA\n {%- endif -%}\n{%- endmacro %}", + "depends_on": { "macros": [] }, + "description": "", + "meta": {}, + "docs": { "show": true, "node_color": null }, + "patch_path": null, + "arguments": [], + "created_at": 1699027425.990901, + "supported_languages": null + }, + "macro.dbt.list_schemas": { + "name": "list_schemas", + "resource_type": "macro", + "package_name": "dbt", + "path": "macros/adapters/metadata.sql", + "original_file_path": "macros/adapters/metadata.sql", + "unique_id": "macro.dbt.list_schemas", + "macro_sql": "{% macro list_schemas(database) -%}\n {{ return(adapter.dispatch('list_schemas', 'dbt')(database)) }}\n{% endmacro %}", + "depends_on": { + "macros": ["macro.dbt_snowflake.snowflake__list_schemas"] + }, + "description": "", + "meta": {}, + "docs": { "show": true, "node_color": null }, + "patch_path": null, + "arguments": [], + "created_at": 1699027425.991092, + "supported_languages": null + }, + "macro.dbt.default__list_schemas": { + "name": "default__list_schemas", + "resource_type": "macro", + "package_name": "dbt", + "path": "macros/adapters/metadata.sql", + "original_file_path": "macros/adapters/metadata.sql", + "unique_id": "macro.dbt.default__list_schemas", + "macro_sql": "{% macro default__list_schemas(database) -%}\n {% set sql %}\n select distinct schema_name\n from {{ information_schema_name(database) }}.SCHEMATA\n where catalog_name ilike '{{ database }}'\n {% endset %}\n {{ return(run_query(sql)) }}\n{% endmacro %}", + "depends_on": { + "macros": [ + "macro.dbt.information_schema_name", + "macro.dbt.run_query" + ] + }, + "description": "", + "meta": {}, + "docs": { "show": true, "node_color": null }, + "patch_path": null, + "arguments": [], + "created_at": 1699027425.991405, + "supported_languages": null + }, + "macro.dbt.check_schema_exists": { + "name": "check_schema_exists", + "resource_type": "macro", + "package_name": "dbt", + "path": "macros/adapters/metadata.sql", + "original_file_path": "macros/adapters/metadata.sql", + "unique_id": "macro.dbt.check_schema_exists", + "macro_sql": "{% macro check_schema_exists(information_schema, schema) -%}\n {{ return(adapter.dispatch('check_schema_exists', 'dbt')(information_schema, schema)) }}\n{% endmacro %}", + "depends_on": { + "macros": ["macro.dbt_snowflake.snowflake__check_schema_exists"] + }, + "description": "", + "meta": {}, + "docs": { "show": true, "node_color": null }, + "patch_path": null, + "arguments": [], + "created_at": 1699027425.991606, + "supported_languages": null + }, + "macro.dbt.default__check_schema_exists": { + "name": "default__check_schema_exists", + "resource_type": "macro", + "package_name": "dbt", + "path": "macros/adapters/metadata.sql", + "original_file_path": "macros/adapters/metadata.sql", + "unique_id": "macro.dbt.default__check_schema_exists", + "macro_sql": "{% macro default__check_schema_exists(information_schema, schema) -%}\n {% set sql -%}\n select count(*)\n from {{ information_schema.replace(information_schema_view='SCHEMATA') }}\n where catalog_name='{{ information_schema.database }}'\n and schema_name='{{ schema }}'\n {%- endset %}\n {{ return(run_query(sql)) }}\n{% endmacro %}", + "depends_on": { + "macros": ["macro.dbt.replace", "macro.dbt.run_query"] + }, + "description": "", + "meta": {}, + "docs": { "show": true, "node_color": null }, + "patch_path": null, + "arguments": [], + "created_at": 1699027425.991926, + "supported_languages": null + }, + "macro.dbt.list_relations_without_caching": { + "name": "list_relations_without_caching", + "resource_type": "macro", + "package_name": "dbt", + "path": "macros/adapters/metadata.sql", + "original_file_path": "macros/adapters/metadata.sql", + "unique_id": "macro.dbt.list_relations_without_caching", + "macro_sql": "{% macro list_relations_without_caching(schema_relation) %}\n {{ return(adapter.dispatch('list_relations_without_caching', 'dbt')(schema_relation)) }}\n{% endmacro %}", + "depends_on": { + "macros": [ + "macro.dbt_snowflake.snowflake__list_relations_without_caching" + ] + }, + "description": "", + "meta": {}, + "docs": { "show": true, "node_color": null }, + "patch_path": null, + "arguments": [], + "created_at": 1699027425.9921138, + "supported_languages": null + }, + "macro.dbt.default__list_relations_without_caching": { + "name": "default__list_relations_without_caching", + "resource_type": "macro", + "package_name": "dbt", + "path": "macros/adapters/metadata.sql", + "original_file_path": "macros/adapters/metadata.sql", + "unique_id": "macro.dbt.default__list_relations_without_caching", + "macro_sql": "{% macro default__list_relations_without_caching(schema_relation) %}\n {{ exceptions.raise_not_implemented(\n 'list_relations_without_caching macro not implemented for adapter '+adapter.type()) }}\n{% endmacro %}", + "depends_on": { "macros": [] }, + "description": "", + "meta": {}, + "docs": { "show": true, "node_color": null }, + "patch_path": null, + "arguments": [], + "created_at": 1699027425.9922712, + "supported_languages": null + }, + "macro.dbt.get_relations": { + "name": "get_relations", + "resource_type": "macro", + "package_name": "dbt", + "path": "macros/adapters/metadata.sql", + "original_file_path": "macros/adapters/metadata.sql", + "unique_id": "macro.dbt.get_relations", + "macro_sql": "{% macro get_relations() %}\n {{ return(adapter.dispatch('get_relations', 'dbt')()) }}\n{% endmacro %}", + "depends_on": { "macros": ["macro.dbt.default__get_relations"] }, + "description": "", + "meta": {}, + "docs": { "show": true, "node_color": null }, + "patch_path": null, + "arguments": [], + "created_at": 1699027425.992457, + "supported_languages": null + }, + "macro.dbt.default__get_relations": { + "name": "default__get_relations", + "resource_type": "macro", + "package_name": "dbt", + "path": "macros/adapters/metadata.sql", + "original_file_path": "macros/adapters/metadata.sql", + "unique_id": "macro.dbt.default__get_relations", + "macro_sql": "{% macro default__get_relations() %}\n {{ exceptions.raise_not_implemented(\n 'get_relations macro not implemented for adapter '+adapter.type()) }}\n{% endmacro %}", + "depends_on": { "macros": [] }, + "description": "", + "meta": {}, + "docs": { "show": true, "node_color": null }, + "patch_path": null, + "arguments": [], + "created_at": 1699027425.99261, + "supported_languages": null + }, + "macro.dbt.get_relation_last_modified": { + "name": "get_relation_last_modified", + "resource_type": "macro", + "package_name": "dbt", + "path": "macros/adapters/metadata.sql", + "original_file_path": "macros/adapters/metadata.sql", + "unique_id": "macro.dbt.get_relation_last_modified", + "macro_sql": "{% macro get_relation_last_modified(information_schema, relations) %}\n {{ return(adapter.dispatch('get_relation_last_modified', 'dbt')(information_schema, relations)) }}\n{% endmacro %}", + "depends_on": { + "macros": [ + "macro.dbt_snowflake.snowflake__get_relation_last_modified" + ] + }, + "description": "", + "meta": {}, + "docs": { "show": true, "node_color": null }, + "patch_path": null, + "arguments": [], + "created_at": 1699027425.992862, + "supported_languages": null + }, + "macro.dbt.default__get_relation_last_modified": { + "name": "default__get_relation_last_modified", + "resource_type": "macro", + "package_name": "dbt", + "path": "macros/adapters/metadata.sql", + "original_file_path": "macros/adapters/metadata.sql", + "unique_id": "macro.dbt.default__get_relation_last_modified", + "macro_sql": "{% macro default__get_relation_last_modified(information_schema, relations) %}\n {{ exceptions.raise_not_implemented(\n 'get_relation_last_modified macro not implemented for adapter ' + adapter.type()) }}\n{% endmacro %}", + "depends_on": { "macros": [] }, + "description": "", + "meta": {}, + "docs": { "show": true, "node_color": null }, + "patch_path": null, + "arguments": [], + "created_at": 1699027425.993032, + "supported_languages": null + }, + "macro.dbt.get_columns_in_relation": { + "name": "get_columns_in_relation", + "resource_type": "macro", + "package_name": "dbt", + "path": "macros/adapters/columns.sql", + "original_file_path": "macros/adapters/columns.sql", + "unique_id": "macro.dbt.get_columns_in_relation", + "macro_sql": "{% macro get_columns_in_relation(relation) -%}\n {{ return(adapter.dispatch('get_columns_in_relation', 'dbt')(relation)) }}\n{% endmacro %}", + "depends_on": { + "macros": [ + "macro.dbt_snowflake.snowflake__get_columns_in_relation" + ] + }, + "description": "", + "meta": {}, + "docs": { "show": true, "node_color": null }, + "patch_path": null, + "arguments": [], + "created_at": 1699027425.9952881, + "supported_languages": null + }, + "macro.dbt.default__get_columns_in_relation": { + "name": "default__get_columns_in_relation", + "resource_type": "macro", + "package_name": "dbt", + "path": "macros/adapters/columns.sql", + "original_file_path": "macros/adapters/columns.sql", + "unique_id": "macro.dbt.default__get_columns_in_relation", + "macro_sql": "{% macro default__get_columns_in_relation(relation) -%}\n {{ exceptions.raise_not_implemented(\n 'get_columns_in_relation macro not implemented for adapter '+adapter.type()) }}\n{% endmacro %}", + "depends_on": { "macros": [] }, + "description": "", + "meta": {}, + "docs": { "show": true, "node_color": null }, + "patch_path": null, + "arguments": [], + "created_at": 1699027425.995438, + "supported_languages": null + }, + "macro.dbt.sql_convert_columns_in_relation": { + "name": "sql_convert_columns_in_relation", + "resource_type": "macro", + "package_name": "dbt", + "path": "macros/adapters/columns.sql", + "original_file_path": "macros/adapters/columns.sql", + "unique_id": "macro.dbt.sql_convert_columns_in_relation", + "macro_sql": "{% macro sql_convert_columns_in_relation(table) -%}\n {% set columns = [] %}\n {% for row in table %}\n {% do columns.append(api.Column(*row)) %}\n {% endfor %}\n {{ return(columns) }}\n{% endmacro %}", + "depends_on": { "macros": [] }, + "description": "", + "meta": {}, + "docs": { "show": true, "node_color": null }, + "patch_path": null, + "arguments": [], + "created_at": 1699027425.995761, + "supported_languages": null + }, + "macro.dbt.get_empty_subquery_sql": { + "name": "get_empty_subquery_sql", + "resource_type": "macro", + "package_name": "dbt", + "path": "macros/adapters/columns.sql", + "original_file_path": "macros/adapters/columns.sql", + "unique_id": "macro.dbt.get_empty_subquery_sql", + "macro_sql": "{% macro get_empty_subquery_sql(select_sql, select_sql_header=none) -%}\n {{ return(adapter.dispatch('get_empty_subquery_sql', 'dbt')(select_sql, select_sql_header)) }}\n{% endmacro %}", + "depends_on": { + "macros": ["macro.dbt.default__get_empty_subquery_sql"] + }, + "description": "", + "meta": {}, + "docs": { "show": true, "node_color": null }, + "patch_path": null, + "arguments": [], + "created_at": 1699027425.995976, + "supported_languages": null + }, + "macro.dbt.default__get_empty_subquery_sql": { + "name": "default__get_empty_subquery_sql", + "resource_type": "macro", + "package_name": "dbt", + "path": "macros/adapters/columns.sql", + "original_file_path": "macros/adapters/columns.sql", + "unique_id": "macro.dbt.default__get_empty_subquery_sql", + "macro_sql": "{% macro default__get_empty_subquery_sql(select_sql, select_sql_header=none) %}\n {%- if select_sql_header is not none -%}\n {{ select_sql_header }}\n {%- endif -%}\n select * from (\n {{ select_sql }}\n ) as __dbt_sbq\n where false\n limit 0\n{% endmacro %}", + "depends_on": { "macros": [] }, + "description": "", + "meta": {}, + "docs": { "show": true, "node_color": null }, + "patch_path": null, + "arguments": [], + "created_at": 1699027425.996181, + "supported_languages": null + }, + "macro.dbt.get_empty_schema_sql": { + "name": "get_empty_schema_sql", + "resource_type": "macro", + "package_name": "dbt", + "path": "macros/adapters/columns.sql", + "original_file_path": "macros/adapters/columns.sql", + "unique_id": "macro.dbt.get_empty_schema_sql", + "macro_sql": "{% macro get_empty_schema_sql(columns) -%}\n {{ return(adapter.dispatch('get_empty_schema_sql', 'dbt')(columns)) }}\n{% endmacro %}", + "depends_on": { + "macros": ["macro.dbt.default__get_empty_schema_sql"] + }, + "description": "", + "meta": {}, + "docs": { "show": true, "node_color": null }, + "patch_path": null, + "arguments": [], + "created_at": 1699027425.996354, + "supported_languages": null + }, + "macro.dbt.default__get_empty_schema_sql": { + "name": "default__get_empty_schema_sql", + "resource_type": "macro", + "package_name": "dbt", + "path": "macros/adapters/columns.sql", + "original_file_path": "macros/adapters/columns.sql", + "unique_id": "macro.dbt.default__get_empty_schema_sql", + "macro_sql": "{% macro default__get_empty_schema_sql(columns) %}\n {%- set col_err = [] -%}\n {%- set col_naked_numeric = [] -%}\n select\n {% for i in columns %}\n {%- set col = columns[i] -%}\n {%- if col['data_type'] is not defined -%}\n {%- do col_err.append(col['name']) -%}\n {#-- If this column's type is just 'numeric' then it is missing precision/scale, raise a warning --#}\n {%- elif col['data_type'].strip().lower() in ('numeric', 'decimal', 'number') -%}\n {%- do col_naked_numeric.append(col['name']) -%}\n {%- endif -%}\n {% set col_name = adapter.quote(col['name']) if col.get('quote') else col['name'] %}\n cast(null as {{ col['data_type'] }}) as {{ col_name }}{{ \", \" if not loop.last }}\n {%- endfor -%}\n {%- if (col_err | length) > 0 -%}\n {{ exceptions.column_type_missing(column_names=col_err) }}\n {%- elif (col_naked_numeric | length) > 0 -%}\n {{ exceptions.warn(\"Detected columns with numeric type and unspecified precision/scale, this can lead to unintended rounding: \" ~ col_naked_numeric ~ \"`\") }}\n {%- endif -%}\n{% endmacro %}", + "depends_on": { "macros": [] }, + "description": "", + "meta": {}, + "docs": { "show": true, "node_color": null }, + "patch_path": null, + "arguments": [], + "created_at": 1699027425.997547, + "supported_languages": null + }, + "macro.dbt.get_column_schema_from_query": { + "name": "get_column_schema_from_query", + "resource_type": "macro", + "package_name": "dbt", + "path": "macros/adapters/columns.sql", + "original_file_path": "macros/adapters/columns.sql", + "unique_id": "macro.dbt.get_column_schema_from_query", + "macro_sql": "{% macro get_column_schema_from_query(select_sql, select_sql_header=none) -%}\n {% set columns = [] %}\n {# -- Using an 'empty subquery' here to get the same schema as the given select_sql statement, without necessitating a data scan.#}\n {% set sql = get_empty_subquery_sql(select_sql, select_sql_header) %}\n {% set column_schema = adapter.get_column_schema_from_query(sql) %}\n {{ return(column_schema) }}\n{% endmacro %}", + "depends_on": { "macros": ["macro.dbt.get_empty_subquery_sql"] }, + "description": "", + "meta": {}, + "docs": { "show": true, "node_color": null }, + "patch_path": null, + "arguments": [], + "created_at": 1699027425.997921, + "supported_languages": null + }, + "macro.dbt.get_columns_in_query": { + "name": "get_columns_in_query", + "resource_type": "macro", + "package_name": "dbt", + "path": "macros/adapters/columns.sql", + "original_file_path": "macros/adapters/columns.sql", + "unique_id": "macro.dbt.get_columns_in_query", + "macro_sql": "{% macro get_columns_in_query(select_sql) -%}\n {{ return(adapter.dispatch('get_columns_in_query', 'dbt')(select_sql)) }}\n{% endmacro %}", + "depends_on": { + "macros": ["macro.dbt.default__get_columns_in_query"] + }, + "description": "", + "meta": {}, + "docs": { "show": true, "node_color": null }, + "patch_path": null, + "arguments": [], + "created_at": 1699027425.998104, + "supported_languages": null + }, + "macro.dbt.default__get_columns_in_query": { + "name": "default__get_columns_in_query", + "resource_type": "macro", + "package_name": "dbt", + "path": "macros/adapters/columns.sql", + "original_file_path": "macros/adapters/columns.sql", + "unique_id": "macro.dbt.default__get_columns_in_query", + "macro_sql": "{% macro default__get_columns_in_query(select_sql) %}\n {% call statement('get_columns_in_query', fetch_result=True, auto_begin=False) -%}\n {{ get_empty_subquery_sql(select_sql) }}\n {% endcall %}\n {{ return(load_result('get_columns_in_query').table.columns | map(attribute='name') | list) }}\n{% endmacro %}", + "depends_on": { + "macros": [ + "macro.dbt.statement", + "macro.dbt.get_empty_subquery_sql" + ] + }, + "description": "", + "meta": {}, + "docs": { "show": true, "node_color": null }, + "patch_path": null, + "arguments": [], + "created_at": 1699027425.99843, + "supported_languages": null + }, + "macro.dbt.alter_column_type": { + "name": "alter_column_type", + "resource_type": "macro", + "package_name": "dbt", + "path": "macros/adapters/columns.sql", + "original_file_path": "macros/adapters/columns.sql", + "unique_id": "macro.dbt.alter_column_type", + "macro_sql": "{% macro alter_column_type(relation, column_name, new_column_type) -%}\n {{ return(adapter.dispatch('alter_column_type', 'dbt')(relation, column_name, new_column_type)) }}\n{% endmacro %}", + "depends_on": { + "macros": ["macro.dbt_snowflake.snowflake__alter_column_type"] + }, + "description": "", + "meta": {}, + "docs": { "show": true, "node_color": null }, + "patch_path": null, + "arguments": [], + "created_at": 1699027425.9986482, + "supported_languages": null + }, + "macro.dbt.default__alter_column_type": { + "name": "default__alter_column_type", + "resource_type": "macro", + "package_name": "dbt", + "path": "macros/adapters/columns.sql", + "original_file_path": "macros/adapters/columns.sql", + "unique_id": "macro.dbt.default__alter_column_type", + "macro_sql": "{% macro default__alter_column_type(relation, column_name, new_column_type) -%}\n {#\n 1. Create a new column (w/ temp name and correct type)\n 2. Copy data over to it\n 3. Drop the existing column (cascade!)\n 4. Rename the new column to existing column\n #}\n {%- set tmp_column = column_name + \"__dbt_alter\" -%}\n\n {% call statement('alter_column_type') %}\n alter table {{ relation }} add column {{ adapter.quote(tmp_column) }} {{ new_column_type }};\n update {{ relation }} set {{ adapter.quote(tmp_column) }} = {{ adapter.quote(column_name) }};\n alter table {{ relation }} drop column {{ adapter.quote(column_name) }} cascade;\n alter table {{ relation }} rename column {{ adapter.quote(tmp_column) }} to {{ adapter.quote(column_name) }}\n {% endcall %}\n\n{% endmacro %}", + "depends_on": { "macros": ["macro.dbt.statement"] }, + "description": "", + "meta": {}, + "docs": { "show": true, "node_color": null }, + "patch_path": null, + "arguments": [], + "created_at": 1699027425.999264, + "supported_languages": null + }, + "macro.dbt.alter_relation_add_remove_columns": { + "name": "alter_relation_add_remove_columns", + "resource_type": "macro", + "package_name": "dbt", + "path": "macros/adapters/columns.sql", + "original_file_path": "macros/adapters/columns.sql", + "unique_id": "macro.dbt.alter_relation_add_remove_columns", + "macro_sql": "{% macro alter_relation_add_remove_columns(relation, add_columns = none, remove_columns = none) -%}\n {{ return(adapter.dispatch('alter_relation_add_remove_columns', 'dbt')(relation, add_columns, remove_columns)) }}\n{% endmacro %}", + "depends_on": { + "macros": [ + "macro.dbt_snowflake.snowflake__alter_relation_add_remove_columns" + ] + }, + "description": "", + "meta": {}, + "docs": { "show": true, "node_color": null }, + "patch_path": null, + "arguments": [], + "created_at": 1699027425.9995258, + "supported_languages": null + }, + "macro.dbt.default__alter_relation_add_remove_columns": { + "name": "default__alter_relation_add_remove_columns", + "resource_type": "macro", + "package_name": "dbt", + "path": "macros/adapters/columns.sql", + "original_file_path": "macros/adapters/columns.sql", + "unique_id": "macro.dbt.default__alter_relation_add_remove_columns", + "macro_sql": "{% macro default__alter_relation_add_remove_columns(relation, add_columns, remove_columns) %}\n\n {% if add_columns is none %}\n {% set add_columns = [] %}\n {% endif %}\n {% if remove_columns is none %}\n {% set remove_columns = [] %}\n {% endif %}\n\n {% set sql -%}\n\n alter {{ relation.type }} {{ relation }}\n\n {% for column in add_columns %}\n add column {{ column.name }} {{ column.data_type }}{{ ',' if not loop.last }}\n {% endfor %}{{ ',' if add_columns and remove_columns }}\n\n {% for column in remove_columns %}\n drop column {{ column.name }}{{ ',' if not loop.last }}\n {% endfor %}\n\n {%- endset -%}\n\n {% do run_query(sql) %}\n\n{% endmacro %}", + "depends_on": { "macros": ["macro.dbt.run_query"] }, + "description": "", + "meta": {}, + "docs": { "show": true, "node_color": null }, + "patch_path": null, + "arguments": [], + "created_at": 1699027426.000302, + "supported_languages": null + }, + "macro.dbt.resolve_model_name": { + "name": "resolve_model_name", + "resource_type": "macro", + "package_name": "dbt", + "path": "macros/python_model/python.sql", + "original_file_path": "macros/python_model/python.sql", + "unique_id": "macro.dbt.resolve_model_name", + "macro_sql": "{% macro resolve_model_name(input_model_name) %}\n {{ return(adapter.dispatch('resolve_model_name', 'dbt')(input_model_name)) }}\n{% endmacro %}", + "depends_on": { + "macros": ["macro.dbt.default__resolve_model_name"] + }, + "description": "", + "meta": {}, + "docs": { "show": true, "node_color": null }, + "patch_path": null, + "arguments": [], + "created_at": 1699027426.001903, + "supported_languages": null + }, + "macro.dbt.default__resolve_model_name": { + "name": "default__resolve_model_name", + "resource_type": "macro", + "package_name": "dbt", + "path": "macros/python_model/python.sql", + "original_file_path": "macros/python_model/python.sql", + "unique_id": "macro.dbt.default__resolve_model_name", + "macro_sql": "\n\n{%- macro default__resolve_model_name(input_model_name) -%}\n {{ input_model_name | string | replace('\"', '\\\"') }}\n{%- endmacro -%}\n\n", + "depends_on": { "macros": [] }, + "description": "", + "meta": {}, + "docs": { "show": true, "node_color": null }, + "patch_path": null, + "arguments": [], + "created_at": 1699027426.002047, + "supported_languages": null + }, + "macro.dbt.build_ref_function": { + "name": "build_ref_function", + "resource_type": "macro", + "package_name": "dbt", + "path": "macros/python_model/python.sql", + "original_file_path": "macros/python_model/python.sql", + "unique_id": "macro.dbt.build_ref_function", + "macro_sql": "{% macro build_ref_function(model) %}\n\n {%- set ref_dict = {} -%}\n {%- for _ref in model.refs -%}\n {% set _ref_args = [_ref.get('package'), _ref['name']] if _ref.get('package') else [_ref['name'],] %}\n {%- set resolved = ref(*_ref_args, v=_ref.get('version')) -%}\n {%- if _ref.get('version') -%}\n {% do _ref_args.extend([\"v\" ~ _ref['version']]) %}\n {%- endif -%}\n {%- do ref_dict.update({_ref_args | join('.'): resolve_model_name(resolved)}) -%}\n {%- endfor -%}\n\ndef ref(*args, **kwargs):\n refs = {{ ref_dict | tojson }}\n key = '.'.join(args)\n version = kwargs.get(\"v\") or kwargs.get(\"version\")\n if version:\n key += f\".v{version}\"\n dbt_load_df_function = kwargs.get(\"dbt_load_df_function\")\n return dbt_load_df_function(refs[key])\n\n{% endmacro %}", + "depends_on": { "macros": ["macro.dbt.resolve_model_name"] }, + "description": "", + "meta": {}, + "docs": { "show": true, "node_color": null }, + "patch_path": null, + "arguments": [], + "created_at": 1699027426.002878, + "supported_languages": null + }, + "macro.dbt.build_source_function": { + "name": "build_source_function", + "resource_type": "macro", + "package_name": "dbt", + "path": "macros/python_model/python.sql", + "original_file_path": "macros/python_model/python.sql", + "unique_id": "macro.dbt.build_source_function", + "macro_sql": "{% macro build_source_function(model) %}\n\n {%- set source_dict = {} -%}\n {%- for _source in model.sources -%}\n {%- set resolved = source(*_source) -%}\n {%- do source_dict.update({_source | join('.'): resolve_model_name(resolved)}) -%}\n {%- endfor -%}\n\ndef source(*args, dbt_load_df_function):\n sources = {{ source_dict | tojson }}\n key = '.'.join(args)\n return dbt_load_df_function(sources[key])\n\n{% endmacro %}", + "depends_on": { "macros": ["macro.dbt.resolve_model_name"] }, + "description": "", + "meta": {}, + "docs": { "show": true, "node_color": null }, + "patch_path": null, + "arguments": [], + "created_at": 1699027426.003298, + "supported_languages": null + }, + "macro.dbt.build_config_dict": { + "name": "build_config_dict", + "resource_type": "macro", + "package_name": "dbt", + "path": "macros/python_model/python.sql", + "original_file_path": "macros/python_model/python.sql", + "unique_id": "macro.dbt.build_config_dict", + "macro_sql": "{% macro build_config_dict(model) %}\n {%- set config_dict = {} -%}\n {% set config_dbt_used = zip(model.config.config_keys_used, model.config.config_keys_defaults) | list %}\n {%- for key, default in config_dbt_used -%}\n {# weird type testing with enum, would be much easier to write this logic in Python! #}\n {%- if key == \"language\" -%}\n {%- set value = \"python\" -%}\n {%- endif -%}\n {%- set value = model.config.get(key, default) -%}\n {%- do config_dict.update({key: value}) -%}\n {%- endfor -%}\nconfig_dict = {{ config_dict }}\n{% endmacro %}", + "depends_on": { "macros": [] }, + "description": "", + "meta": {}, + "docs": { "show": true, "node_color": null }, + "patch_path": null, + "arguments": [], + "created_at": 1699027426.003882, + "supported_languages": null + }, + "macro.dbt.py_script_postfix": { + "name": "py_script_postfix", + "resource_type": "macro", + "package_name": "dbt", + "path": "macros/python_model/python.sql", + "original_file_path": "macros/python_model/python.sql", + "unique_id": "macro.dbt.py_script_postfix", + "macro_sql": "{% macro py_script_postfix(model) %}\n# This part is user provided model code\n# you will need to copy the next section to run the code\n# COMMAND ----------\n# this part is dbt logic for get ref work, do not modify\n\n{{ build_ref_function(model ) }}\n{{ build_source_function(model ) }}\n{{ build_config_dict(model) }}\n\nclass config:\n def __init__(self, *args, **kwargs):\n pass\n\n @staticmethod\n def get(key, default=None):\n return config_dict.get(key, default)\n\nclass this:\n \"\"\"dbt.this() or dbt.this.identifier\"\"\"\n database = \"{{ this.database }}\"\n schema = \"{{ this.schema }}\"\n identifier = \"{{ this.identifier }}\"\n {% set this_relation_name = resolve_model_name(this) %}\n def __repr__(self):\n return '{{ this_relation_name }}'\n\n\nclass dbtObj:\n def __init__(self, load_df_function) -> None:\n self.source = lambda *args: source(*args, dbt_load_df_function=load_df_function)\n self.ref = lambda *args, **kwargs: ref(*args, **kwargs, dbt_load_df_function=load_df_function)\n self.config = config\n self.this = this()\n self.is_incremental = {{ is_incremental() }}\n\n# COMMAND ----------\n{{py_script_comment()}}\n{% endmacro %}", + "depends_on": { + "macros": [ + "macro.dbt.build_ref_function", + "macro.dbt.build_source_function", + "macro.dbt.build_config_dict", + "macro.dbt.resolve_model_name", + "macro.dbt.is_incremental", + "macro.dbt.py_script_comment" + ] + }, + "description": "", + "meta": {}, + "docs": { "show": true, "node_color": null }, + "patch_path": null, + "arguments": [], + "created_at": 1699027426.004332, + "supported_languages": null + }, + "macro.dbt.py_script_comment": { + "name": "py_script_comment", + "resource_type": "macro", + "package_name": "dbt", + "path": "macros/python_model/python.sql", + "original_file_path": "macros/python_model/python.sql", + "unique_id": "macro.dbt.py_script_comment", + "macro_sql": "{%macro py_script_comment()%}\n{%endmacro%}", + "depends_on": { "macros": [] }, + "description": "", + "meta": {}, + "docs": { "show": true, "node_color": null }, + "patch_path": null, + "arguments": [], + "created_at": 1699027426.004399, + "supported_languages": null + }, + "macro.dbt.test_unique": { + "name": "test_unique", + "resource_type": "macro", + "package_name": "dbt", + "path": "tests/generic/builtin.sql", + "original_file_path": "tests/generic/builtin.sql", + "unique_id": "macro.dbt.test_unique", + "macro_sql": "{% test unique(model, column_name) %}\n {% set macro = adapter.dispatch('test_unique', 'dbt') %}\n {{ macro(model, column_name) }}\n{% endtest %}", + "depends_on": { "macros": ["macro.dbt.default__test_unique"] }, + "description": "", + "meta": {}, + "docs": { "show": true, "node_color": null }, + "patch_path": null, + "arguments": [], + "created_at": 1699027426.0048919, + "supported_languages": null + }, + "macro.dbt.test_not_null": { + "name": "test_not_null", + "resource_type": "macro", + "package_name": "dbt", + "path": "tests/generic/builtin.sql", + "original_file_path": "tests/generic/builtin.sql", + "unique_id": "macro.dbt.test_not_null", + "macro_sql": "{% test not_null(model, column_name) %}\n {% set macro = adapter.dispatch('test_not_null', 'dbt') %}\n {{ macro(model, column_name) }}\n{% endtest %}", + "depends_on": { "macros": ["macro.dbt.default__test_not_null"] }, + "description": "", + "meta": {}, + "docs": { "show": true, "node_color": null }, + "patch_path": null, + "arguments": [], + "created_at": 1699027426.005114, + "supported_languages": null + }, + "macro.dbt.test_accepted_values": { + "name": "test_accepted_values", + "resource_type": "macro", + "package_name": "dbt", + "path": "tests/generic/builtin.sql", + "original_file_path": "tests/generic/builtin.sql", + "unique_id": "macro.dbt.test_accepted_values", + "macro_sql": "{% test accepted_values(model, column_name, values, quote=True) %}\n {% set macro = adapter.dispatch('test_accepted_values', 'dbt') %}\n {{ macro(model, column_name, values, quote) }}\n{% endtest %}", + "depends_on": { + "macros": ["macro.dbt.default__test_accepted_values"] + }, + "description": "", + "meta": {}, + "docs": { "show": true, "node_color": null }, + "patch_path": null, + "arguments": [], + "created_at": 1699027426.0053902, + "supported_languages": null + }, + "macro.dbt.test_relationships": { + "name": "test_relationships", + "resource_type": "macro", + "package_name": "dbt", + "path": "tests/generic/builtin.sql", + "original_file_path": "tests/generic/builtin.sql", + "unique_id": "macro.dbt.test_relationships", + "macro_sql": "{% test relationships(model, column_name, to, field) %}\n {% set macro = adapter.dispatch('test_relationships', 'dbt') %}\n {{ macro(model, column_name, to, field) }}\n{% endtest %}", + "depends_on": { + "macros": ["macro.dbt.default__test_relationships"] + }, + "description": "", + "meta": {}, + "docs": { "show": true, "node_color": null }, + "patch_path": null, + "arguments": [], + "created_at": 1699027426.0056472, + "supported_languages": null + }, + "macro.dbt_utils.get_url_host": { + "name": "get_url_host", + "resource_type": "macro", + "package_name": "dbt_utils", + "path": "macros/web/get_url_host.sql", + "original_file_path": "macros/web/get_url_host.sql", + "unique_id": "macro.dbt_utils.get_url_host", + "macro_sql": "{% macro get_url_host(field) -%}\n {{ return(adapter.dispatch('get_url_host', 'dbt_utils')(field)) }}\n{% endmacro %}", + "depends_on": { + "macros": ["macro.dbt_utils.default__get_url_host"] + }, + "description": "", + "meta": {}, + "docs": { "show": true, "node_color": null }, + "patch_path": null, + "arguments": [], + "created_at": 1699027426.0059881, + "supported_languages": null + }, + "macro.dbt_utils.default__get_url_host": { + "name": "default__get_url_host", + "resource_type": "macro", + "package_name": "dbt_utils", + "path": "macros/web/get_url_host.sql", + "original_file_path": "macros/web/get_url_host.sql", + "unique_id": "macro.dbt_utils.default__get_url_host", + "macro_sql": "{% macro default__get_url_host(field) -%}\n\n{%- set parsed =\n dbt.split_part(\n dbt.split_part(\n dbt.replace(\n dbt.replace(\n dbt.replace(field, \"'android-app://'\", \"''\"\n ), \"'http://'\", \"''\"\n ), \"'https://'\", \"''\"\n ), \"'/'\", 1\n ), \"'?'\", 1\n )\n\n-%}\n\n\n {{ dbt.safe_cast(\n parsed,\n dbt.type_string()\n )}}\n\n{%- endmacro %}", + "depends_on": { + "macros": [ + "macro.dbt.split_part", + "macro.dbt.replace", + "macro.dbt.safe_cast", + "macro.dbt.type_string" + ] + }, + "description": "", + "meta": {}, + "docs": { "show": true, "node_color": null }, + "patch_path": null, + "arguments": [], + "created_at": 1699027426.006515, + "supported_languages": null + }, + "macro.dbt_utils.get_url_path": { + "name": "get_url_path", + "resource_type": "macro", + "package_name": "dbt_utils", + "path": "macros/web/get_url_path.sql", + "original_file_path": "macros/web/get_url_path.sql", + "unique_id": "macro.dbt_utils.get_url_path", + "macro_sql": "{% macro get_url_path(field) -%}\n {{ return(adapter.dispatch('get_url_path', 'dbt_utils')(field)) }}\n{% endmacro %}", + "depends_on": { + "macros": ["macro.dbt_utils.default__get_url_path"] + }, + "description": "", + "meta": {}, + "docs": { "show": true, "node_color": null }, + "patch_path": null, + "arguments": [], + "created_at": 1699027426.007005, + "supported_languages": null + }, + "macro.dbt_utils.default__get_url_path": { + "name": "default__get_url_path", + "resource_type": "macro", + "package_name": "dbt_utils", + "path": "macros/web/get_url_path.sql", + "original_file_path": "macros/web/get_url_path.sql", + "unique_id": "macro.dbt_utils.default__get_url_path", + "macro_sql": "{% macro default__get_url_path(field) -%}\n\n {%- set stripped_url =\n dbt.replace(\n dbt.replace(field, \"'http://'\", \"''\"), \"'https://'\", \"''\")\n -%}\n\n {%- set first_slash_pos -%}\n coalesce(\n nullif({{ dbt.position(\"'/'\", stripped_url) }}, 0),\n {{ dbt.position(\"'?'\", stripped_url) }} - 1\n )\n {%- endset -%}\n\n {%- set parsed_path =\n dbt.split_part(\n dbt.right(\n stripped_url,\n dbt.length(stripped_url) ~ \"-\" ~ first_slash_pos\n ),\n \"'?'\", 1\n )\n -%}\n\n {{ dbt.safe_cast(\n parsed_path,\n dbt.type_string()\n )}}\n\n{%- endmacro %}", + "depends_on": { + "macros": [ + "macro.dbt.replace", + "macro.dbt.position", + "macro.dbt.split_part", + "macro.dbt.right", + "macro.dbt.length", + "macro.dbt.safe_cast", + "macro.dbt.type_string" + ] + }, + "description": "", + "meta": {}, + "docs": { "show": true, "node_color": null }, + "patch_path": null, + "arguments": [], + "created_at": 1699027426.007628, + "supported_languages": null + }, + "macro.dbt_utils.get_url_parameter": { + "name": "get_url_parameter", + "resource_type": "macro", + "package_name": "dbt_utils", + "path": "macros/web/get_url_parameter.sql", + "original_file_path": "macros/web/get_url_parameter.sql", + "unique_id": "macro.dbt_utils.get_url_parameter", + "macro_sql": "{% macro get_url_parameter(field, url_parameter) -%}\n {{ return(adapter.dispatch('get_url_parameter', 'dbt_utils')(field, url_parameter)) }}\n{% endmacro %}", + "depends_on": { + "macros": ["macro.dbt_utils.default__get_url_parameter"] + }, + "description": "", + "meta": {}, + "docs": { "show": true, "node_color": null }, + "patch_path": null, + "arguments": [], + "created_at": 1699027426.007949, + "supported_languages": null + }, + "macro.dbt_utils.default__get_url_parameter": { + "name": "default__get_url_parameter", + "resource_type": "macro", + "package_name": "dbt_utils", + "path": "macros/web/get_url_parameter.sql", + "original_file_path": "macros/web/get_url_parameter.sql", + "unique_id": "macro.dbt_utils.default__get_url_parameter", + "macro_sql": "{% macro default__get_url_parameter(field, url_parameter) -%}\n\n{%- set formatted_url_parameter = \"'\" + url_parameter + \"='\" -%}\n\n{%- set split = dbt.split_part(dbt.split_part(field, formatted_url_parameter, 2), \"'&'\", 1) -%}\n\nnullif({{ split }},'')\n\n{%- endmacro %}", + "depends_on": { "macros": ["macro.dbt.split_part"] }, + "description": "", + "meta": {}, + "docs": { "show": true, "node_color": null }, + "patch_path": null, + "arguments": [], + "created_at": 1699027426.0082471, + "supported_languages": null + }, + "macro.dbt_utils.test_fewer_rows_than": { + "name": "test_fewer_rows_than", + "resource_type": "macro", + "package_name": "dbt_utils", + "path": "macros/generic_tests/fewer_rows_than.sql", + "original_file_path": "macros/generic_tests/fewer_rows_than.sql", + "unique_id": "macro.dbt_utils.test_fewer_rows_than", + "macro_sql": "{% test fewer_rows_than(model, compare_model, group_by_columns = []) %}\n {{ return(adapter.dispatch('test_fewer_rows_than', 'dbt_utils')(model, compare_model, group_by_columns)) }}\n{% endtest %}", + "depends_on": { + "macros": ["macro.dbt_utils.default__test_fewer_rows_than"] + }, + "description": "", + "meta": {}, + "docs": { "show": true, "node_color": null }, + "patch_path": null, + "arguments": [], + "created_at": 1699027426.009343, + "supported_languages": null + }, + "macro.dbt_utils.default__test_fewer_rows_than": { + "name": "default__test_fewer_rows_than", + "resource_type": "macro", + "package_name": "dbt_utils", + "path": "macros/generic_tests/fewer_rows_than.sql", + "original_file_path": "macros/generic_tests/fewer_rows_than.sql", + "unique_id": "macro.dbt_utils.default__test_fewer_rows_than", + "macro_sql": "{% macro default__test_fewer_rows_than(model, compare_model, group_by_columns) %}\n\n{{ config(fail_calc = 'sum(coalesce(row_count_delta, 0))') }}\n\n{% if group_by_columns|length() > 0 %}\n {% set select_gb_cols = group_by_columns|join(' ,') + ', ' %}\n {% set join_gb_cols %}\n {% for c in group_by_columns %}\n and a.{{c}} = b.{{c}}\n {% endfor %}\n {% endset %}\n {% set groupby_gb_cols = 'group by ' + group_by_columns|join(',') %}\n{% endif %}\n\n{#-- We must add a fake join key in case additional grouping variables are not provided --#}\n{#-- Redshift does not allow for dynamically created join conditions (e.g. full join on 1 = 1 --#}\n{#-- The same logic is used in equal_rowcount. In case of changes, maintain consistent logic --#}\n{% set group_by_columns = ['id_dbtutils_test_fewer_rows_than'] + group_by_columns %}\n{% set groupby_gb_cols = 'group by ' + group_by_columns|join(',') %}\n\n\nwith a as (\n\n select \n {{select_gb_cols}}\n 1 as id_dbtutils_test_fewer_rows_than,\n count(*) as count_our_model \n from {{ model }}\n {{ groupby_gb_cols }}\n\n),\nb as (\n\n select \n {{select_gb_cols}}\n 1 as id_dbtutils_test_fewer_rows_than,\n count(*) as count_comparison_model \n from {{ compare_model }}\n {{ groupby_gb_cols }}\n\n),\ncounts as (\n\n select\n\n {% for c in group_by_columns -%}\n a.{{c}} as {{c}}_a,\n b.{{c}} as {{c}}_b,\n {% endfor %}\n\n count_our_model,\n count_comparison_model\n from a\n full join b on \n a.id_dbtutils_test_fewer_rows_than = b.id_dbtutils_test_fewer_rows_than\n {{ join_gb_cols }}\n\n),\nfinal as (\n\n select *,\n case\n -- fail the test if we have more rows than the reference model and return the row count delta\n when count_our_model > count_comparison_model then (count_our_model - count_comparison_model)\n -- fail the test if they are the same number\n when count_our_model = count_comparison_model then 1\n -- pass the test if the delta is positive (i.e. return the number 0)\n else 0\n end as row_count_delta\n from counts\n\n)\n\nselect * from final\n\n{% endmacro %}", + "depends_on": { "macros": [] }, + "description": "", + "meta": {}, + "docs": { "show": true, "node_color": null }, + "patch_path": null, + "arguments": [], + "created_at": 1699027426.010307, + "supported_languages": null + }, + "macro.dbt_utils.test_equal_rowcount": { + "name": "test_equal_rowcount", + "resource_type": "macro", + "package_name": "dbt_utils", + "path": "macros/generic_tests/equal_rowcount.sql", + "original_file_path": "macros/generic_tests/equal_rowcount.sql", + "unique_id": "macro.dbt_utils.test_equal_rowcount", + "macro_sql": "{% test equal_rowcount(model, compare_model, group_by_columns = []) %}\n {{ return(adapter.dispatch('test_equal_rowcount', 'dbt_utils')(model, compare_model, group_by_columns)) }}\n{% endtest %}", + "depends_on": { + "macros": ["macro.dbt_utils.default__test_equal_rowcount"] + }, + "description": "", + "meta": {}, + "docs": { "show": true, "node_color": null }, + "patch_path": null, + "arguments": [], + "created_at": 1699027426.011122, + "supported_languages": null + }, + "macro.dbt_utils.default__test_equal_rowcount": { + "name": "default__test_equal_rowcount", + "resource_type": "macro", + "package_name": "dbt_utils", + "path": "macros/generic_tests/equal_rowcount.sql", + "original_file_path": "macros/generic_tests/equal_rowcount.sql", + "unique_id": "macro.dbt_utils.default__test_equal_rowcount", + "macro_sql": "{% macro default__test_equal_rowcount(model, compare_model, group_by_columns) %}\n\n{#-- Needs to be set at parse time, before we return '' below --#}\n{{ config(fail_calc = 'sum(coalesce(diff_count, 0))') }}\n\n{#-- Prevent querying of db in parsing mode. This works because this macro does not create any new refs. #}\n{%- if not execute -%}\n {{ return('') }}\n{% endif %}\n\n{% if group_by_columns|length() > 0 %}\n {% set select_gb_cols = group_by_columns|join(', ') + ', ' %}\n {% set join_gb_cols %}\n {% for c in group_by_columns %}\n and a.{{c}} = b.{{c}}\n {% endfor %}\n {% endset %}\n {% set groupby_gb_cols = 'group by ' + group_by_columns|join(',') %}\n{% endif %}\n\n{#-- We must add a fake join key in case additional grouping variables are not provided --#}\n{#-- Redshift does not allow for dynamically created join conditions (e.g. full join on 1 = 1 --#}\n{#-- The same logic is used in fewer_rows_than. In case of changes, maintain consistent logic --#}\n{% set group_by_columns = ['id_dbtutils_test_equal_rowcount'] + group_by_columns %}\n{% set groupby_gb_cols = 'group by ' + group_by_columns|join(',') %}\n\nwith a as (\n\n select \n {{select_gb_cols}}\n 1 as id_dbtutils_test_equal_rowcount,\n count(*) as count_a \n from {{ model }}\n {{groupby_gb_cols}}\n\n\n),\nb as (\n\n select \n {{select_gb_cols}}\n 1 as id_dbtutils_test_equal_rowcount,\n count(*) as count_b \n from {{ compare_model }}\n {{groupby_gb_cols}}\n\n),\nfinal as (\n\n select\n \n {% for c in group_by_columns -%}\n a.{{c}} as {{c}}_a,\n b.{{c}} as {{c}}_b,\n {% endfor %}\n\n count_a,\n count_b,\n abs(count_a - count_b) as diff_count\n\n from a\n full join b\n on\n a.id_dbtutils_test_equal_rowcount = b.id_dbtutils_test_equal_rowcount\n {{join_gb_cols}}\n\n\n)\n\nselect * from final\n\n{% endmacro %}", + "depends_on": { "macros": [] }, + "description": "", + "meta": {}, + "docs": { "show": true, "node_color": null }, + "patch_path": null, + "arguments": [], + "created_at": 1699027426.012186, + "supported_languages": null + }, + "macro.dbt_utils.test_relationships_where": { + "name": "test_relationships_where", + "resource_type": "macro", + "package_name": "dbt_utils", + "path": "macros/generic_tests/relationships_where.sql", + "original_file_path": "macros/generic_tests/relationships_where.sql", + "unique_id": "macro.dbt_utils.test_relationships_where", + "macro_sql": "{% test relationships_where(model, column_name, to, field, from_condition=\"1=1\", to_condition=\"1=1\") %}\n {{ return(adapter.dispatch('test_relationships_where', 'dbt_utils')(model, column_name, to, field, from_condition, to_condition)) }}\n{% endtest %}", + "depends_on": { + "macros": ["macro.dbt_utils.default__test_relationships_where"] + }, + "description": "", + "meta": {}, + "docs": { "show": true, "node_color": null }, + "patch_path": null, + "arguments": [], + "created_at": 1699027426.012897, + "supported_languages": null + }, + "macro.dbt_utils.default__test_relationships_where": { + "name": "default__test_relationships_where", + "resource_type": "macro", + "package_name": "dbt_utils", + "path": "macros/generic_tests/relationships_where.sql", + "original_file_path": "macros/generic_tests/relationships_where.sql", + "unique_id": "macro.dbt_utils.default__test_relationships_where", + "macro_sql": "{% macro default__test_relationships_where(model, column_name, to, field, from_condition=\"1=1\", to_condition=\"1=1\") %}\n\n{# T-SQL has no boolean data type so we use 1=1 which returns TRUE #}\n{# ref https://stackoverflow.com/a/7170753/3842610 #}\n\nwith left_table as (\n\n select\n {{column_name}} as id\n\n from {{model}}\n\n where {{column_name}} is not null\n and {{from_condition}}\n\n),\n\nright_table as (\n\n select\n {{field}} as id\n\n from {{to}}\n\n where {{field}} is not null\n and {{to_condition}}\n\n),\n\nexceptions as (\n\n select\n left_table.id,\n right_table.id as right_id\n\n from left_table\n\n left join right_table\n on left_table.id = right_table.id\n\n where right_table.id is null\n\n)\n\nselect * from exceptions\n\n{% endmacro %}", + "depends_on": { "macros": [] }, + "description": "", + "meta": {}, + "docs": { "show": true, "node_color": null }, + "patch_path": null, + "arguments": [], + "created_at": 1699027426.013261, + "supported_languages": null + }, + "macro.dbt_utils.test_recency": { + "name": "test_recency", + "resource_type": "macro", + "package_name": "dbt_utils", + "path": "macros/generic_tests/recency.sql", + "original_file_path": "macros/generic_tests/recency.sql", + "unique_id": "macro.dbt_utils.test_recency", + "macro_sql": "{% test recency(model, field, datepart, interval, ignore_time_component=False, group_by_columns = []) %}\n {{ return(adapter.dispatch('test_recency', 'dbt_utils')(model, field, datepart, interval, ignore_time_component, group_by_columns)) }}\n{% endtest %}", + "depends_on": { + "macros": ["macro.dbt_utils.default__test_recency"] + }, + "description": "", + "meta": {}, + "docs": { "show": true, "node_color": null }, + "patch_path": null, + "arguments": [], + "created_at": 1699027426.014007, + "supported_languages": null + }, + "macro.dbt_utils.default__test_recency": { + "name": "default__test_recency", + "resource_type": "macro", + "package_name": "dbt_utils", + "path": "macros/generic_tests/recency.sql", + "original_file_path": "macros/generic_tests/recency.sql", + "unique_id": "macro.dbt_utils.default__test_recency", + "macro_sql": "{% macro default__test_recency(model, field, datepart, interval, ignore_time_component, group_by_columns) %}\n\n{% set threshold = 'cast(' ~ dbt.dateadd(datepart, interval * -1, dbt.current_timestamp()) ~ ' as ' ~ ('date' if ignore_time_component else dbt.type_timestamp()) ~ ')' %}\n\n{% if group_by_columns|length() > 0 %}\n {% set select_gb_cols = group_by_columns|join(' ,') + ', ' %}\n {% set groupby_gb_cols = 'group by ' + group_by_columns|join(',') %}\n{% endif %}\n\n\nwith recency as (\n\n select \n\n {{ select_gb_cols }}\n {% if ignore_time_component %}\n cast(max({{ field }}) as date) as most_recent\n {%- else %}\n max({{ field }}) as most_recent\n {%- endif %}\n\n from {{ model }}\n\n {{ groupby_gb_cols }}\n\n)\n\nselect\n\n {{ select_gb_cols }}\n most_recent,\n {{ threshold }} as threshold\n\nfrom recency\nwhere most_recent < {{ threshold }}\n\n{% endmacro %}", + "depends_on": { + "macros": [ + "macro.dbt.dateadd", + "macro.dbt.current_timestamp", + "macro.dbt.type_timestamp" + ] + }, + "description": "", + "meta": {}, + "docs": { "show": true, "node_color": null }, + "patch_path": null, + "arguments": [], + "created_at": 1699027426.014787, + "supported_languages": null + }, + "macro.dbt_utils.test_not_constant": { + "name": "test_not_constant", + "resource_type": "macro", + "package_name": "dbt_utils", + "path": "macros/generic_tests/not_constant.sql", + "original_file_path": "macros/generic_tests/not_constant.sql", + "unique_id": "macro.dbt_utils.test_not_constant", + "macro_sql": "{% test not_constant(model, column_name, group_by_columns = []) %}\n {{ return(adapter.dispatch('test_not_constant', 'dbt_utils')(model, column_name, group_by_columns)) }}\n{% endtest %}", + "depends_on": { + "macros": ["macro.dbt_utils.default__test_not_constant"] + }, + "description": "", + "meta": {}, + "docs": { "show": true, "node_color": null }, + "patch_path": null, + "arguments": [], + "created_at": 1699027426.0152042, + "supported_languages": null + }, + "macro.dbt_utils.default__test_not_constant": { + "name": "default__test_not_constant", + "resource_type": "macro", + "package_name": "dbt_utils", + "path": "macros/generic_tests/not_constant.sql", + "original_file_path": "macros/generic_tests/not_constant.sql", + "unique_id": "macro.dbt_utils.default__test_not_constant", + "macro_sql": "{% macro default__test_not_constant(model, column_name, group_by_columns) %}\n\n{% if group_by_columns|length() > 0 %}\n {% set select_gb_cols = group_by_columns|join(' ,') + ', ' %}\n {% set groupby_gb_cols = 'group by ' + group_by_columns|join(',') %}\n{% endif %}\n\n\nselect\n {# In TSQL, subquery aggregate columns need aliases #}\n {# thus: a filler col name, 'filler_column' #}\n {{select_gb_cols}}\n count(distinct {{ column_name }}) as filler_column\n\nfrom {{ model }}\n\n {{groupby_gb_cols}}\n\nhaving count(distinct {{ column_name }}) = 1\n\n\n{% endmacro %}", + "depends_on": { "macros": [] }, + "description": "", + "meta": {}, + "docs": { "show": true, "node_color": null }, + "patch_path": null, + "arguments": [], + "created_at": 1699027426.0156338, + "supported_languages": null + }, + "macro.dbt_utils.test_accepted_range": { + "name": "test_accepted_range", + "resource_type": "macro", + "package_name": "dbt_utils", + "path": "macros/generic_tests/accepted_range.sql", + "original_file_path": "macros/generic_tests/accepted_range.sql", + "unique_id": "macro.dbt_utils.test_accepted_range", + "macro_sql": "{% test accepted_range(model, column_name, min_value=none, max_value=none, inclusive=true) %}\n {{ return(adapter.dispatch('test_accepted_range', 'dbt_utils')(model, column_name, min_value, max_value, inclusive)) }}\n{% endtest %}", + "depends_on": { + "macros": ["macro.dbt_utils.default__test_accepted_range"] + }, + "description": "", + "meta": {}, + "docs": { "show": true, "node_color": null }, + "patch_path": null, + "arguments": [], + "created_at": 1699027426.016201, + "supported_languages": null + }, + "macro.dbt_utils.default__test_accepted_range": { + "name": "default__test_accepted_range", + "resource_type": "macro", + "package_name": "dbt_utils", + "path": "macros/generic_tests/accepted_range.sql", + "original_file_path": "macros/generic_tests/accepted_range.sql", + "unique_id": "macro.dbt_utils.default__test_accepted_range", + "macro_sql": "{% macro default__test_accepted_range(model, column_name, min_value=none, max_value=none, inclusive=true) %}\n\nwith meet_condition as(\n select *\n from {{ model }}\n),\n\nvalidation_errors as (\n select *\n from meet_condition\n where\n -- never true, defaults to an empty result set. Exists to ensure any combo of the `or` clauses below succeeds\n 1 = 2\n\n {%- if min_value is not none %}\n -- records with a value >= min_value are permitted. The `not` flips this to find records that don't meet the rule.\n or not {{ column_name }} > {{- \"=\" if inclusive }} {{ min_value }}\n {%- endif %}\n\n {%- if max_value is not none %}\n -- records with a value <= max_value are permitted. The `not` flips this to find records that don't meet the rule.\n or not {{ column_name }} < {{- \"=\" if inclusive }} {{ max_value }}\n {%- endif %}\n)\n\nselect *\nfrom validation_errors\n\n{% endmacro %}", + "depends_on": { "macros": [] }, + "description": "", + "meta": {}, + "docs": { "show": true, "node_color": null }, + "patch_path": null, + "arguments": [], + "created_at": 1699027426.016646, + "supported_languages": null + }, + "macro.dbt_utils.test_not_accepted_values": { + "name": "test_not_accepted_values", + "resource_type": "macro", + "package_name": "dbt_utils", + "path": "macros/generic_tests/not_accepted_values.sql", + "original_file_path": "macros/generic_tests/not_accepted_values.sql", + "unique_id": "macro.dbt_utils.test_not_accepted_values", + "macro_sql": "{% test not_accepted_values(model, column_name, values, quote=True) %}\n {{ return(adapter.dispatch('test_not_accepted_values', 'dbt_utils')(model, column_name, values, quote)) }}\n{% endtest %}", + "depends_on": { + "macros": ["macro.dbt_utils.default__test_not_accepted_values"] + }, + "description": "", + "meta": {}, + "docs": { "show": true, "node_color": null }, + "patch_path": null, + "arguments": [], + "created_at": 1699027426.0171661, + "supported_languages": null + }, + "macro.dbt_utils.default__test_not_accepted_values": { + "name": "default__test_not_accepted_values", + "resource_type": "macro", + "package_name": "dbt_utils", + "path": "macros/generic_tests/not_accepted_values.sql", + "original_file_path": "macros/generic_tests/not_accepted_values.sql", + "unique_id": "macro.dbt_utils.default__test_not_accepted_values", + "macro_sql": "{% macro default__test_not_accepted_values(model, column_name, values, quote=True) %}\nwith all_values as (\n\n select distinct\n {{ column_name }} as value_field\n\n from {{ model }}\n\n),\n\nvalidation_errors as (\n\n select\n value_field\n\n from all_values\n where value_field in (\n {% for value in values -%}\n {% if quote -%}\n '{{ value }}'\n {%- else -%}\n {{ value }}\n {%- endif -%}\n {%- if not loop.last -%},{%- endif %}\n {%- endfor %}\n )\n\n)\n\nselect *\nfrom validation_errors\n\n{% endmacro %}", + "depends_on": { "macros": [] }, + "description": "", + "meta": {}, + "docs": { "show": true, "node_color": null }, + "patch_path": null, + "arguments": [], + "created_at": 1699027426.017729, + "supported_languages": null + }, + "macro.dbt_utils.test_at_least_one": { + "name": "test_at_least_one", + "resource_type": "macro", + "package_name": "dbt_utils", + "path": "macros/generic_tests/at_least_one.sql", + "original_file_path": "macros/generic_tests/at_least_one.sql", + "unique_id": "macro.dbt_utils.test_at_least_one", + "macro_sql": "{% test at_least_one(model, column_name, group_by_columns = []) %}\n {{ return(adapter.dispatch('test_at_least_one', 'dbt_utils')(model, column_name, group_by_columns)) }}\n{% endtest %}", + "depends_on": { + "macros": ["macro.dbt_utils.default__test_at_least_one"] + }, + "description": "", + "meta": {}, + "docs": { "show": true, "node_color": null }, + "patch_path": null, + "arguments": [], + "created_at": 1699027426.018346, + "supported_languages": null + }, + "macro.dbt_utils.default__test_at_least_one": { + "name": "default__test_at_least_one", + "resource_type": "macro", + "package_name": "dbt_utils", + "path": "macros/generic_tests/at_least_one.sql", + "original_file_path": "macros/generic_tests/at_least_one.sql", + "unique_id": "macro.dbt_utils.default__test_at_least_one", + "macro_sql": "{% macro default__test_at_least_one(model, column_name, group_by_columns) %}\n\n{% set pruned_cols = [column_name] %}\n\n{% if group_by_columns|length() > 0 %}\n\n {% set select_gb_cols = group_by_columns|join(' ,') + ', ' %}\n {% set groupby_gb_cols = 'group by ' + group_by_columns|join(',') %}\n {% set pruned_cols = group_by_columns %}\n\n {% if column_name not in pruned_cols %}\n {% do pruned_cols.append(column_name) %}\n {% endif %}\n\n{% endif %}\n\n{% set select_pruned_cols = pruned_cols|join(' ,') %}\n\nselect *\nfrom (\n with pruned_rows as (\n select\n {{ select_pruned_cols }}\n from {{ model }}\n where {{ column_name }} is not null\n limit 1\n )\n select\n {# In TSQL, subquery aggregate columns need aliases #}\n {# thus: a filler col name, 'filler_column' #}\n {{select_gb_cols}}\n count({{ column_name }}) as filler_column\n\n from pruned_rows\n\n {{groupby_gb_cols}}\n\n having count({{ column_name }}) = 0\n\n) validation_errors\n\n{% endmacro %}", + "depends_on": { "macros": [] }, + "description": "", + "meta": {}, + "docs": { "show": true, "node_color": null }, + "patch_path": null, + "arguments": [], + "created_at": 1699027426.019093, + "supported_languages": null + }, + "macro.dbt_utils.test_unique_combination_of_columns": { + "name": "test_unique_combination_of_columns", + "resource_type": "macro", + "package_name": "dbt_utils", + "path": "macros/generic_tests/unique_combination_of_columns.sql", + "original_file_path": "macros/generic_tests/unique_combination_of_columns.sql", + "unique_id": "macro.dbt_utils.test_unique_combination_of_columns", + "macro_sql": "{% test unique_combination_of_columns(model, combination_of_columns, quote_columns=false) %}\n {{ return(adapter.dispatch('test_unique_combination_of_columns', 'dbt_utils')(model, combination_of_columns, quote_columns)) }}\n{% endtest %}", + "depends_on": { + "macros": [ + "macro.dbt_utils.default__test_unique_combination_of_columns" + ] + }, + "description": "", + "meta": {}, + "docs": { "show": true, "node_color": null }, + "patch_path": null, + "arguments": [], + "created_at": 1699027426.019743, + "supported_languages": null + }, + "macro.dbt_utils.default__test_unique_combination_of_columns": { + "name": "default__test_unique_combination_of_columns", + "resource_type": "macro", + "package_name": "dbt_utils", + "path": "macros/generic_tests/unique_combination_of_columns.sql", + "original_file_path": "macros/generic_tests/unique_combination_of_columns.sql", + "unique_id": "macro.dbt_utils.default__test_unique_combination_of_columns", + "macro_sql": "{% macro default__test_unique_combination_of_columns(model, combination_of_columns, quote_columns=false) %}\n\n{% if not quote_columns %}\n {%- set column_list=combination_of_columns %}\n{% elif quote_columns %}\n {%- set column_list=[] %}\n {% for column in combination_of_columns -%}\n {% set column_list = column_list.append( adapter.quote(column) ) %}\n {%- endfor %}\n{% else %}\n {{ exceptions.raise_compiler_error(\n \"`quote_columns` argument for unique_combination_of_columns test must be one of [True, False] Got: '\" ~ quote ~\"'.'\"\n ) }}\n{% endif %}\n\n{%- set columns_csv=column_list | join(', ') %}\n\n\nwith validation_errors as (\n\n select\n {{ columns_csv }}\n from {{ model }}\n group by {{ columns_csv }}\n having count(*) > 1\n\n)\n\nselect *\nfrom validation_errors\n\n\n{% endmacro %}", + "depends_on": { "macros": [] }, + "description": "", + "meta": {}, + "docs": { "show": true, "node_color": null }, + "patch_path": null, + "arguments": [], + "created_at": 1699027426.020423, + "supported_languages": null + }, + "macro.dbt_utils.test_cardinality_equality": { + "name": "test_cardinality_equality", + "resource_type": "macro", + "package_name": "dbt_utils", + "path": "macros/generic_tests/cardinality_equality.sql", + "original_file_path": "macros/generic_tests/cardinality_equality.sql", + "unique_id": "macro.dbt_utils.test_cardinality_equality", + "macro_sql": "{% test cardinality_equality(model, column_name, to, field) %}\n {{ return(adapter.dispatch('test_cardinality_equality', 'dbt_utils')(model, column_name, to, field)) }}\n{% endtest %}", + "depends_on": { + "macros": ["macro.dbt_utils.default__test_cardinality_equality"] + }, + "description": "", + "meta": {}, + "docs": { "show": true, "node_color": null }, + "patch_path": null, + "arguments": [], + "created_at": 1699027426.0210502, + "supported_languages": null + }, + "macro.dbt_utils.default__test_cardinality_equality": { + "name": "default__test_cardinality_equality", + "resource_type": "macro", + "package_name": "dbt_utils", + "path": "macros/generic_tests/cardinality_equality.sql", + "original_file_path": "macros/generic_tests/cardinality_equality.sql", + "unique_id": "macro.dbt_utils.default__test_cardinality_equality", + "macro_sql": "{% macro default__test_cardinality_equality(model, column_name, to, field) %}\n\n{# T-SQL does not let you use numbers as aliases for columns #}\n{# Thus, no \"GROUP BY 1\" #}\n\nwith table_a as (\nselect\n {{ column_name }},\n count(*) as num_rows\nfrom {{ model }}\ngroup by {{ column_name }}\n),\n\ntable_b as (\nselect\n {{ field }},\n count(*) as num_rows\nfrom {{ to }}\ngroup by {{ field }}\n),\n\nexcept_a as (\n select *\n from table_a\n {{ dbt.except() }}\n select *\n from table_b\n),\n\nexcept_b as (\n select *\n from table_b\n {{ dbt.except() }}\n select *\n from table_a\n),\n\nunioned as (\n select *\n from except_a\n union all\n select *\n from except_b\n)\n\nselect *\nfrom unioned\n\n{% endmacro %}", + "depends_on": { "macros": ["macro.dbt.except"] }, + "description": "", + "meta": {}, + "docs": { "show": true, "node_color": null }, + "patch_path": null, + "arguments": [], + "created_at": 1699027426.021398, + "supported_languages": null + }, + "macro.dbt_utils.test_expression_is_true": { + "name": "test_expression_is_true", + "resource_type": "macro", + "package_name": "dbt_utils", + "path": "macros/generic_tests/expression_is_true.sql", + "original_file_path": "macros/generic_tests/expression_is_true.sql", + "unique_id": "macro.dbt_utils.test_expression_is_true", + "macro_sql": "{% test expression_is_true(model, expression, column_name=None) %}\n {{ return(adapter.dispatch('test_expression_is_true', 'dbt_utils')(model, expression, column_name)) }}\n{% endtest %}", + "depends_on": { + "macros": ["macro.dbt_utils.default__test_expression_is_true"] + }, + "description": "", + "meta": {}, + "docs": { "show": true, "node_color": null }, + "patch_path": null, + "arguments": [], + "created_at": 1699027426.021814, + "supported_languages": null + }, + "macro.dbt_utils.default__test_expression_is_true": { + "name": "default__test_expression_is_true", + "resource_type": "macro", + "package_name": "dbt_utils", + "path": "macros/generic_tests/expression_is_true.sql", + "original_file_path": "macros/generic_tests/expression_is_true.sql", + "unique_id": "macro.dbt_utils.default__test_expression_is_true", + "macro_sql": "{% macro default__test_expression_is_true(model, expression, column_name) %}\n\n{% set column_list = '*' if should_store_failures() else \"1\" %}\n\nselect\n {{ column_list }}\nfrom {{ model }}\n{% if column_name is none %}\nwhere not({{ expression }})\n{%- else %}\nwhere not({{ column_name }} {{ expression }})\n{%- endif %}\n\n{% endmacro %}", + "depends_on": { "macros": ["macro.dbt.should_store_failures"] }, + "description": "", + "meta": {}, + "docs": { "show": true, "node_color": null }, + "patch_path": null, + "arguments": [], + "created_at": 1699027426.0222578, + "supported_languages": null + }, + "macro.dbt_utils.test_not_null_proportion": { + "name": "test_not_null_proportion", + "resource_type": "macro", + "package_name": "dbt_utils", + "path": "macros/generic_tests/not_null_proportion.sql", + "original_file_path": "macros/generic_tests/not_null_proportion.sql", + "unique_id": "macro.dbt_utils.test_not_null_proportion", + "macro_sql": "{% macro test_not_null_proportion(model, group_by_columns = []) %}\n {{ return(adapter.dispatch('test_not_null_proportion', 'dbt_utils')(model, group_by_columns, **kwargs)) }}\n{% endmacro %}", + "depends_on": { + "macros": ["macro.dbt_utils.default__test_not_null_proportion"] + }, + "description": "", + "meta": {}, + "docs": { "show": true, "node_color": null }, + "patch_path": null, + "arguments": [], + "created_at": 1699027426.022936, + "supported_languages": null + }, + "macro.dbt_utils.default__test_not_null_proportion": { + "name": "default__test_not_null_proportion", + "resource_type": "macro", + "package_name": "dbt_utils", + "path": "macros/generic_tests/not_null_proportion.sql", + "original_file_path": "macros/generic_tests/not_null_proportion.sql", + "unique_id": "macro.dbt_utils.default__test_not_null_proportion", + "macro_sql": "{% macro default__test_not_null_proportion(model, group_by_columns) %}\n\n{% set column_name = kwargs.get('column_name', kwargs.get('arg')) %}\n{% set at_least = kwargs.get('at_least', kwargs.get('arg')) %}\n{% set at_most = kwargs.get('at_most', kwargs.get('arg', 1)) %}\n\n{% if group_by_columns|length() > 0 %}\n {% set select_gb_cols = group_by_columns|join(' ,') + ', ' %}\n {% set groupby_gb_cols = 'group by ' + group_by_columns|join(',') %}\n{% endif %}\n\nwith validation as (\n select\n {{select_gb_cols}}\n sum(case when {{ column_name }} is null then 0 else 1 end) / cast(count(*) as numeric) as not_null_proportion\n from {{ model }}\n {{groupby_gb_cols}}\n),\nvalidation_errors as (\n select\n {{select_gb_cols}}\n not_null_proportion\n from validation\n where not_null_proportion < {{ at_least }} or not_null_proportion > {{ at_most }}\n)\nselect\n *\nfrom validation_errors\n\n{% endmacro %}", + "depends_on": { "macros": [] }, + "description": "", + "meta": {}, + "docs": { "show": true, "node_color": null }, + "patch_path": null, + "arguments": [], + "created_at": 1699027426.023734, + "supported_languages": null + }, + "macro.dbt_utils.test_sequential_values": { + "name": "test_sequential_values", + "resource_type": "macro", + "package_name": "dbt_utils", + "path": "macros/generic_tests/sequential_values.sql", + "original_file_path": "macros/generic_tests/sequential_values.sql", + "unique_id": "macro.dbt_utils.test_sequential_values", + "macro_sql": "{% test sequential_values(model, column_name, interval=1, datepart=None, group_by_columns = []) %}\n\n {{ return(adapter.dispatch('test_sequential_values', 'dbt_utils')(model, column_name, interval, datepart, group_by_columns)) }}\n\n{% endtest %}", + "depends_on": { + "macros": ["macro.dbt_utils.default__test_sequential_values"] + }, + "description": "", + "meta": {}, + "docs": { "show": true, "node_color": null }, + "patch_path": null, + "arguments": [], + "created_at": 1699027426.024626, + "supported_languages": null + }, + "macro.dbt_utils.default__test_sequential_values": { + "name": "default__test_sequential_values", + "resource_type": "macro", + "package_name": "dbt_utils", + "path": "macros/generic_tests/sequential_values.sql", + "original_file_path": "macros/generic_tests/sequential_values.sql", + "unique_id": "macro.dbt_utils.default__test_sequential_values", + "macro_sql": "{% macro default__test_sequential_values(model, column_name, interval=1, datepart=None, group_by_columns = []) %}\n\n{% set previous_column_name = \"previous_\" ~ dbt_utils.slugify(column_name) %}\n\n{% if group_by_columns|length() > 0 %}\n {% set select_gb_cols = group_by_columns|join(',') + ', ' %}\n {% set partition_gb_cols = 'partition by ' + group_by_columns|join(',') %}\n{% endif %}\n\nwith windowed as (\n\n select\n {{ select_gb_cols }}\n {{ column_name }},\n lag({{ column_name }}) over (\n {{partition_gb_cols}}\n order by {{ column_name }}\n ) as {{ previous_column_name }}\n from {{ model }}\n),\n\nvalidation_errors as (\n select\n *\n from windowed\n {% if datepart %}\n where not(cast({{ column_name }} as {{ dbt.type_timestamp() }})= cast({{ dbt.dateadd(datepart, interval, previous_column_name) }} as {{ dbt.type_timestamp() }}))\n {% else %}\n where not({{ column_name }} = {{ previous_column_name }} + {{ interval }})\n {% endif %}\n)\n\nselect *\nfrom validation_errors\n\n{% endmacro %}", + "depends_on": { + "macros": [ + "macro.dbt_utils.slugify", + "macro.dbt.type_timestamp", + "macro.dbt.dateadd" + ] + }, + "description": "", + "meta": {}, + "docs": { "show": true, "node_color": null }, + "patch_path": null, + "arguments": [], + "created_at": 1699027426.025669, + "supported_languages": null + }, + "macro.dbt_utils.test_equality": { + "name": "test_equality", + "resource_type": "macro", + "package_name": "dbt_utils", + "path": "macros/generic_tests/equality.sql", + "original_file_path": "macros/generic_tests/equality.sql", + "unique_id": "macro.dbt_utils.test_equality", + "macro_sql": "{% test equality(model, compare_model, compare_columns=None) %}\n {{ return(adapter.dispatch('test_equality', 'dbt_utils')(model, compare_model, compare_columns)) }}\n{% endtest %}", + "depends_on": { + "macros": ["macro.dbt_utils.default__test_equality"] + }, + "description": "", + "meta": {}, + "docs": { "show": true, "node_color": null }, + "patch_path": null, + "arguments": [], + "created_at": 1699027426.02639, + "supported_languages": null + }, + "macro.dbt_utils.default__test_equality": { + "name": "default__test_equality", + "resource_type": "macro", + "package_name": "dbt_utils", + "path": "macros/generic_tests/equality.sql", + "original_file_path": "macros/generic_tests/equality.sql", + "unique_id": "macro.dbt_utils.default__test_equality", + "macro_sql": "{% macro default__test_equality(model, compare_model, compare_columns=None) %}\n\n{% set set_diff %}\n count(*) + coalesce(abs(\n sum(case when which_diff = 'a_minus_b' then 1 else 0 end) -\n sum(case when which_diff = 'b_minus_a' then 1 else 0 end)\n ), 0)\n{% endset %}\n\n{#-- Needs to be set at parse time, before we return '' below --#}\n{{ config(fail_calc = set_diff) }}\n\n{#-- Prevent querying of db in parsing mode. This works because this macro does not create any new refs. #}\n{%- if not execute -%}\n {{ return('') }}\n{% endif %}\n\n-- setup\n{%- do dbt_utils._is_relation(model, 'test_equality') -%}\n\n{#-\nIf the compare_cols arg is provided, we can run this test without querying the\ninformation schema\u00a0\u2014 this allows the model to be an ephemeral model\n-#}\n\n{%- if not compare_columns -%}\n {%- do dbt_utils._is_ephemeral(model, 'test_equality') -%}\n {%- set compare_columns = adapter.get_columns_in_relation(model) | map(attribute='quoted') -%}\n{%- endif -%}\n\n{% set compare_cols_csv = compare_columns | join(', ') %}\n\nwith a as (\n\n select * from {{ model }}\n\n),\n\nb as (\n\n select * from {{ compare_model }}\n\n),\n\na_minus_b as (\n\n select {{compare_cols_csv}} from a\n {{ dbt.except() }}\n select {{compare_cols_csv}} from b\n\n),\n\nb_minus_a as (\n\n select {{compare_cols_csv}} from b\n {{ dbt.except() }}\n select {{compare_cols_csv}} from a\n\n),\n\nunioned as (\n\n select 'a_minus_b' as which_diff, a_minus_b.* from a_minus_b\n union all\n select 'b_minus_a' as which_diff, b_minus_a.* from b_minus_a\n\n)\n\nselect * from unioned\n\n{% endmacro %}", + "depends_on": { + "macros": [ + "macro.dbt_utils._is_relation", + "macro.dbt_utils._is_ephemeral", + "macro.dbt.except" + ] + }, + "description": "", + "meta": {}, + "docs": { "show": true, "node_color": null }, + "patch_path": null, + "arguments": [], + "created_at": 1699027426.027274, + "supported_languages": null + }, + "macro.dbt_utils.test_not_empty_string": { + "name": "test_not_empty_string", + "resource_type": "macro", + "package_name": "dbt_utils", + "path": "macros/generic_tests/not_empty_string.sql", + "original_file_path": "macros/generic_tests/not_empty_string.sql", + "unique_id": "macro.dbt_utils.test_not_empty_string", + "macro_sql": "{% test not_empty_string(model, column_name, trim_whitespace=true) %}\n\n {{ return(adapter.dispatch('test_not_empty_string', 'dbt_utils')(model, column_name, trim_whitespace)) }}\n\n{% endtest %}", + "depends_on": { + "macros": ["macro.dbt_utils.default__test_not_empty_string"] + }, + "description": "", + "meta": {}, + "docs": { "show": true, "node_color": null }, + "patch_path": null, + "arguments": [], + "created_at": 1699027426.027798, + "supported_languages": null + }, + "macro.dbt_utils.default__test_not_empty_string": { + "name": "default__test_not_empty_string", + "resource_type": "macro", + "package_name": "dbt_utils", + "path": "macros/generic_tests/not_empty_string.sql", + "original_file_path": "macros/generic_tests/not_empty_string.sql", + "unique_id": "macro.dbt_utils.default__test_not_empty_string", + "macro_sql": "{% macro default__test_not_empty_string(model, column_name, trim_whitespace=true) %}\n\n with\n \n all_values as (\n\n select \n\n\n {% if trim_whitespace == true -%}\n\n trim({{ column_name }}) as {{ column_name }}\n\n {%- else -%}\n\n {{ column_name }}\n\n {%- endif %}\n \n from {{ model }}\n\n ),\n\n errors as (\n\n select * from all_values\n where {{ column_name }} = ''\n\n )\n\n select * from errors\n\n{% endmacro %}", + "depends_on": { "macros": [] }, + "description": "", + "meta": {}, + "docs": { "show": true, "node_color": null }, + "patch_path": null, + "arguments": [], + "created_at": 1699027426.028084, + "supported_languages": null + }, + "macro.dbt_utils.test_mutually_exclusive_ranges": { + "name": "test_mutually_exclusive_ranges", + "resource_type": "macro", + "package_name": "dbt_utils", + "path": "macros/generic_tests/mutually_exclusive_ranges.sql", + "original_file_path": "macros/generic_tests/mutually_exclusive_ranges.sql", + "unique_id": "macro.dbt_utils.test_mutually_exclusive_ranges", + "macro_sql": "{% test mutually_exclusive_ranges(model, lower_bound_column, upper_bound_column, partition_by=None, gaps='allowed', zero_length_range_allowed=False) %}\n {{ return(adapter.dispatch('test_mutually_exclusive_ranges', 'dbt_utils')(model, lower_bound_column, upper_bound_column, partition_by, gaps, zero_length_range_allowed)) }}\n{% endtest %}", + "depends_on": { + "macros": [ + "macro.dbt_utils.default__test_mutually_exclusive_ranges" + ] + }, + "description": "", + "meta": {}, + "docs": { "show": true, "node_color": null }, + "patch_path": null, + "arguments": [], + "created_at": 1699027426.03151, + "supported_languages": null + }, + "macro.dbt_utils.default__test_mutually_exclusive_ranges": { + "name": "default__test_mutually_exclusive_ranges", + "resource_type": "macro", + "package_name": "dbt_utils", + "path": "macros/generic_tests/mutually_exclusive_ranges.sql", + "original_file_path": "macros/generic_tests/mutually_exclusive_ranges.sql", + "unique_id": "macro.dbt_utils.default__test_mutually_exclusive_ranges", + "macro_sql": "{% macro default__test_mutually_exclusive_ranges(model, lower_bound_column, upper_bound_column, partition_by=None, gaps='allowed', zero_length_range_allowed=False) %}\n{% if gaps == 'not_allowed' %}\n {% set allow_gaps_operator='=' %}\n {% set allow_gaps_operator_in_words='equal_to' %}\n{% elif gaps == 'allowed' %}\n {% set allow_gaps_operator='<=' %}\n {% set allow_gaps_operator_in_words='less_than_or_equal_to' %}\n{% elif gaps == 'required' %}\n {% set allow_gaps_operator='<' %}\n {% set allow_gaps_operator_in_words='less_than' %}\n{% else %}\n {{ exceptions.raise_compiler_error(\n \"`gaps` argument for mutually_exclusive_ranges test must be one of ['not_allowed', 'allowed', 'required'] Got: '\" ~ gaps ~\"'.'\"\n ) }}\n{% endif %}\n{% if not zero_length_range_allowed %}\n {% set allow_zero_length_operator='<' %}\n {% set allow_zero_length_operator_in_words='less_than' %}\n{% elif zero_length_range_allowed %}\n {% set allow_zero_length_operator='<=' %}\n {% set allow_zero_length_operator_in_words='less_than_or_equal_to' %}\n{% else %}\n {{ exceptions.raise_compiler_error(\n \"`zero_length_range_allowed` argument for mutually_exclusive_ranges test must be one of [true, false] Got: '\" ~ zero_length_range_allowed ~\"'.'\"\n ) }}\n{% endif %}\n\n{% set partition_clause=\"partition by \" ~ partition_by if partition_by else '' %}\n\nwith window_functions as (\n\n select\n {% if partition_by %}\n {{ partition_by }} as partition_by_col,\n {% endif %}\n {{ lower_bound_column }} as lower_bound,\n {{ upper_bound_column }} as upper_bound,\n\n lead({{ lower_bound_column }}) over (\n {{ partition_clause }}\n order by {{ lower_bound_column }}, {{ upper_bound_column }}\n ) as next_lower_bound,\n\n row_number() over (\n {{ partition_clause }}\n order by {{ lower_bound_column }} desc, {{ upper_bound_column }} desc\n ) = 1 as is_last_record\n\n from {{ model }}\n\n),\n\ncalc as (\n -- We want to return records where one of our assumptions fails, so we'll use\n -- the `not` function with `and` statements so we can write our assumptions more cleanly\n select\n *,\n\n -- For each record: lower_bound should be < upper_bound.\n -- Coalesce it to return an error on the null case (implicit assumption\n -- these columns are not_null)\n coalesce(\n lower_bound {{ allow_zero_length_operator }} upper_bound,\n false\n ) as lower_bound_{{ allow_zero_length_operator_in_words }}_upper_bound,\n\n -- For each record: upper_bound {{ allow_gaps_operator }} the next lower_bound.\n -- Coalesce it to handle null cases for the last record.\n coalesce(\n upper_bound {{ allow_gaps_operator }} next_lower_bound,\n is_last_record,\n false\n ) as upper_bound_{{ allow_gaps_operator_in_words }}_next_lower_bound\n\n from window_functions\n\n),\n\nvalidation_errors as (\n\n select\n *\n from calc\n\n where not(\n -- THE FOLLOWING SHOULD BE TRUE --\n lower_bound_{{ allow_zero_length_operator_in_words }}_upper_bound\n and upper_bound_{{ allow_gaps_operator_in_words }}_next_lower_bound\n )\n)\n\nselect * from validation_errors\n{% endmacro %}", + "depends_on": { "macros": [] }, + "description": "", + "meta": {}, + "docs": { "show": true, "node_color": null }, + "patch_path": null, + "arguments": [], + "created_at": 1699027426.033206, + "supported_languages": null + }, + "macro.dbt_utils.pretty_log_format": { + "name": "pretty_log_format", + "resource_type": "macro", + "package_name": "dbt_utils", + "path": "macros/jinja_helpers/pretty_log_format.sql", + "original_file_path": "macros/jinja_helpers/pretty_log_format.sql", + "unique_id": "macro.dbt_utils.pretty_log_format", + "macro_sql": "{% macro pretty_log_format(message) %}\n {{ return(adapter.dispatch('pretty_log_format', 'dbt_utils')(message)) }}\n{% endmacro %}", + "depends_on": { + "macros": ["macro.dbt_utils.default__pretty_log_format"] + }, + "description": "", + "meta": {}, + "docs": { "show": true, "node_color": null }, + "patch_path": null, + "arguments": [], + "created_at": 1699027426.033476, + "supported_languages": null + }, + "macro.dbt_utils.default__pretty_log_format": { + "name": "default__pretty_log_format", + "resource_type": "macro", + "package_name": "dbt_utils", + "path": "macros/jinja_helpers/pretty_log_format.sql", + "original_file_path": "macros/jinja_helpers/pretty_log_format.sql", + "unique_id": "macro.dbt_utils.default__pretty_log_format", + "macro_sql": "{% macro default__pretty_log_format(message) %}\n {{ return( dbt_utils.pretty_time() ~ ' + ' ~ message) }}\n{% endmacro %}", + "depends_on": { "macros": ["macro.dbt_utils.pretty_time"] }, + "description": "", + "meta": {}, + "docs": { "show": true, "node_color": null }, + "patch_path": null, + "arguments": [], + "created_at": 1699027426.0336561, + "supported_languages": null + }, + "macro.dbt_utils._is_relation": { + "name": "_is_relation", + "resource_type": "macro", + "package_name": "dbt_utils", + "path": "macros/jinja_helpers/_is_relation.sql", + "original_file_path": "macros/jinja_helpers/_is_relation.sql", + "unique_id": "macro.dbt_utils._is_relation", + "macro_sql": "{% macro _is_relation(obj, macro) %}\n {%- if not (obj is mapping and obj.get('metadata', {}).get('type', '').endswith('Relation')) -%}\n {%- do exceptions.raise_compiler_error(\"Macro \" ~ macro ~ \" expected a Relation but received the value: \" ~ obj) -%}\n {%- endif -%}\n{% endmacro %}", + "depends_on": { "macros": [] }, + "description": "", + "meta": {}, + "docs": { "show": true, "node_color": null }, + "patch_path": null, + "arguments": [], + "created_at": 1699027426.034081, + "supported_languages": null + }, + "macro.dbt_utils.pretty_time": { + "name": "pretty_time", + "resource_type": "macro", + "package_name": "dbt_utils", + "path": "macros/jinja_helpers/pretty_time.sql", + "original_file_path": "macros/jinja_helpers/pretty_time.sql", + "unique_id": "macro.dbt_utils.pretty_time", + "macro_sql": "{% macro pretty_time(format='%H:%M:%S') %}\n {{ return(adapter.dispatch('pretty_time', 'dbt_utils')(format)) }}\n{% endmacro %}", + "depends_on": { + "macros": ["macro.dbt_utils.default__pretty_time"] + }, + "description": "", + "meta": {}, + "docs": { "show": true, "node_color": null }, + "patch_path": null, + "arguments": [], + "created_at": 1699027426.0343401, + "supported_languages": null + }, + "macro.dbt_utils.default__pretty_time": { + "name": "default__pretty_time", + "resource_type": "macro", + "package_name": "dbt_utils", + "path": "macros/jinja_helpers/pretty_time.sql", + "original_file_path": "macros/jinja_helpers/pretty_time.sql", + "unique_id": "macro.dbt_utils.default__pretty_time", + "macro_sql": "{% macro default__pretty_time(format='%H:%M:%S') %}\n {{ return(modules.datetime.datetime.now().strftime(format)) }}\n{% endmacro %}", + "depends_on": { "macros": [] }, + "description": "", + "meta": {}, + "docs": { "show": true, "node_color": null }, + "patch_path": null, + "arguments": [], + "created_at": 1699027426.034524, + "supported_languages": null + }, + "macro.dbt_utils.log_info": { + "name": "log_info", + "resource_type": "macro", + "package_name": "dbt_utils", + "path": "macros/jinja_helpers/log_info.sql", + "original_file_path": "macros/jinja_helpers/log_info.sql", + "unique_id": "macro.dbt_utils.log_info", + "macro_sql": "{% macro log_info(message) %}\n {{ return(adapter.dispatch('log_info', 'dbt_utils')(message)) }}\n{% endmacro %}", + "depends_on": { "macros": ["macro.dbt_utils.default__log_info"] }, + "description": "", + "meta": {}, + "docs": { "show": true, "node_color": null }, + "patch_path": null, + "arguments": [], + "created_at": 1699027426.0348, + "supported_languages": null + }, + "macro.dbt_utils.default__log_info": { + "name": "default__log_info", + "resource_type": "macro", + "package_name": "dbt_utils", + "path": "macros/jinja_helpers/log_info.sql", + "original_file_path": "macros/jinja_helpers/log_info.sql", + "unique_id": "macro.dbt_utils.default__log_info", + "macro_sql": "{% macro default__log_info(message) %}\n {{ log(dbt_utils.pretty_log_format(message), info=True) }}\n{% endmacro %}", + "depends_on": { "macros": ["macro.dbt_utils.pretty_log_format"] }, + "description": "", + "meta": {}, + "docs": { "show": true, "node_color": null }, + "patch_path": null, + "arguments": [], + "created_at": 1699027426.034965, + "supported_languages": null + }, + "macro.dbt_utils.slugify": { + "name": "slugify", + "resource_type": "macro", + "package_name": "dbt_utils", + "path": "macros/jinja_helpers/slugify.sql", + "original_file_path": "macros/jinja_helpers/slugify.sql", + "unique_id": "macro.dbt_utils.slugify", + "macro_sql": "{% macro slugify(string) %}\n\n{#- Lower case the string -#}\n{% set string = string | lower %}\n{#- Replace spaces and dashes with underscores -#}\n{% set string = modules.re.sub('[ -]+', '_', string) %}\n{#- Only take letters, numbers, and underscores -#}\n{% set string = modules.re.sub('[^a-z0-9_]+', '', string) %}\n{#- Prepends \"_\" if string begins with a number -#}\n{% set string = modules.re.sub('^[0-9]', '_' + string[0], string) %}\n\n{{ return(string) }}\n\n{% endmacro %}", + "depends_on": { "macros": [] }, + "description": "", + "meta": {}, + "docs": { "show": true, "node_color": null }, + "patch_path": null, + "arguments": [], + "created_at": 1699027426.0355499, + "supported_languages": null + }, + "macro.dbt_utils._is_ephemeral": { + "name": "_is_ephemeral", + "resource_type": "macro", + "package_name": "dbt_utils", + "path": "macros/jinja_helpers/_is_ephemeral.sql", + "original_file_path": "macros/jinja_helpers/_is_ephemeral.sql", + "unique_id": "macro.dbt_utils._is_ephemeral", + "macro_sql": "{% macro _is_ephemeral(obj, macro) %}\n {%- if obj.is_cte -%}\n {% set ephemeral_prefix = api.Relation.add_ephemeral_prefix('') %}\n {% if obj.name.startswith(ephemeral_prefix) %}\n {% set model_name = obj.name[(ephemeral_prefix|length):] %}\n {% else %}\n {% set model_name = obj.name %}\n {%- endif -%}\n {% set error_message %}\nThe `{{ macro }}` macro cannot be used with ephemeral models, as it relies on the information schema.\n\n`{{ model_name }}` is an ephemeral model. Consider making it a view or table instead.\n {% endset %}\n {%- do exceptions.raise_compiler_error(error_message) -%}\n {%- endif -%}\n{% endmacro %}", + "depends_on": { "macros": [] }, + "description": "", + "meta": {}, + "docs": { "show": true, "node_color": null }, + "patch_path": null, + "arguments": [], + "created_at": 1699027426.036436, + "supported_languages": null + }, + "macro.dbt_utils.get_intervals_between": { + "name": "get_intervals_between", + "resource_type": "macro", + "package_name": "dbt_utils", + "path": "macros/sql/date_spine.sql", + "original_file_path": "macros/sql/date_spine.sql", + "unique_id": "macro.dbt_utils.get_intervals_between", + "macro_sql": "{% macro get_intervals_between(start_date, end_date, datepart) -%}\n {{ return(adapter.dispatch('get_intervals_between', 'dbt_utils')(start_date, end_date, datepart)) }}\n{%- endmacro %}", + "depends_on": { + "macros": ["macro.dbt_utils.default__get_intervals_between"] + }, + "description": "", + "meta": {}, + "docs": { "show": true, "node_color": null }, + "patch_path": null, + "arguments": [], + "created_at": 1699027426.037139, + "supported_languages": null + }, + "macro.dbt_utils.default__get_intervals_between": { + "name": "default__get_intervals_between", + "resource_type": "macro", + "package_name": "dbt_utils", + "path": "macros/sql/date_spine.sql", + "original_file_path": "macros/sql/date_spine.sql", + "unique_id": "macro.dbt_utils.default__get_intervals_between", + "macro_sql": "{% macro default__get_intervals_between(start_date, end_date, datepart) -%}\n {%- call statement('get_intervals_between', fetch_result=True) %}\n\n select {{ dbt.datediff(start_date, end_date, datepart) }}\n\n {%- endcall -%}\n\n {%- set value_list = load_result('get_intervals_between') -%}\n\n {%- if value_list and value_list['data'] -%}\n {%- set values = value_list['data'] | map(attribute=0) | list %}\n {{ return(values[0]) }}\n {%- else -%}\n {{ return(1) }}\n {%- endif -%}\n\n{%- endmacro %}", + "depends_on": { + "macros": ["macro.dbt.statement", "macro.dbt.datediff"] + }, + "description": "", + "meta": {}, + "docs": { "show": true, "node_color": null }, + "patch_path": null, + "arguments": [], + "created_at": 1699027426.037736, + "supported_languages": null + }, + "macro.dbt_utils.date_spine": { + "name": "date_spine", + "resource_type": "macro", + "package_name": "dbt_utils", + "path": "macros/sql/date_spine.sql", + "original_file_path": "macros/sql/date_spine.sql", + "unique_id": "macro.dbt_utils.date_spine", + "macro_sql": "{% macro date_spine(datepart, start_date, end_date) %}\n {{ return(adapter.dispatch('date_spine', 'dbt_utils')(datepart, start_date, end_date)) }}\n{%- endmacro %}", + "depends_on": { "macros": ["macro.dbt_utils.default__date_spine"] }, + "description": "", + "meta": {}, + "docs": { "show": true, "node_color": null }, + "patch_path": null, + "arguments": [], + "created_at": 1699027426.037965, + "supported_languages": null + }, + "macro.dbt_utils.default__date_spine": { + "name": "default__date_spine", + "resource_type": "macro", + "package_name": "dbt_utils", + "path": "macros/sql/date_spine.sql", + "original_file_path": "macros/sql/date_spine.sql", + "unique_id": "macro.dbt_utils.default__date_spine", + "macro_sql": "{% macro default__date_spine(datepart, start_date, end_date) %}\n\n\n{# call as follows:\n\ndate_spine(\n \"day\",\n \"to_date('01/01/2016', 'mm/dd/yyyy')\",\n \"dbt.dateadd(week, 1, current_date)\"\n) #}\n\n\nwith rawdata as (\n\n {{dbt_utils.generate_series(\n dbt_utils.get_intervals_between(start_date, end_date, datepart)\n )}}\n\n),\n\nall_periods as (\n\n select (\n {{\n dbt.dateadd(\n datepart,\n \"row_number() over (order by 1) - 1\",\n start_date\n )\n }}\n ) as date_{{datepart}}\n from rawdata\n\n),\n\nfiltered as (\n\n select *\n from all_periods\n where date_{{datepart}} <= {{ end_date }}\n\n)\n\nselect * from filtered\n\n{% endmacro %}", + "depends_on": { + "macros": [ + "macro.dbt_utils.generate_series", + "macro.dbt_utils.get_intervals_between", + "macro.dbt.dateadd" + ] + }, + "description": "", + "meta": {}, + "docs": { "show": true, "node_color": null }, + "patch_path": null, + "arguments": [], + "created_at": 1699027426.038326, + "supported_languages": null + }, + "macro.dbt_utils.safe_subtract": { + "name": "safe_subtract", + "resource_type": "macro", + "package_name": "dbt_utils", + "path": "macros/sql/safe_subtract.sql", + "original_file_path": "macros/sql/safe_subtract.sql", + "unique_id": "macro.dbt_utils.safe_subtract", + "macro_sql": "{%- macro safe_subtract(field_list) -%}\n {{ return(adapter.dispatch('safe_subtract', 'dbt_utils')(field_list)) }}\n{% endmacro %}", + "depends_on": { + "macros": ["macro.dbt_utils.default__safe_subtract"] + }, + "description": "", + "meta": {}, + "docs": { "show": true, "node_color": null }, + "patch_path": null, + "arguments": [], + "created_at": 1699027426.0387251, + "supported_languages": null + }, + "macro.dbt_utils.default__safe_subtract": { + "name": "default__safe_subtract", + "resource_type": "macro", + "package_name": "dbt_utils", + "path": "macros/sql/safe_subtract.sql", + "original_file_path": "macros/sql/safe_subtract.sql", + "unique_id": "macro.dbt_utils.default__safe_subtract", + "macro_sql": "\n\n{%- macro default__safe_subtract(field_list) -%}\n\n{%- if field_list is not iterable or field_list is string or field_list is mapping -%}\n\n{%- set error_message = '\nWarning: the `safe_subtract` macro takes a single list argument instead of \\\nstring arguments. The {}.{} model triggered this warning. \\\n'.format(model.package_name, model.name) -%}\n\n{%- do exceptions.raise_compiler_error(error_message) -%}\n\n{%- endif -%}\n\n{% set fields = [] %}\n\n{%- for field in field_list -%}\n\n {% do fields.append(\"coalesce(\" ~ field ~ \", 0)\") %}\n\n{%- endfor -%}\n\n{{ fields|join(' -\\n ') }}\n\n{%- endmacro -%}", + "depends_on": { "macros": [] }, + "description": "", + "meta": {}, + "docs": { "show": true, "node_color": null }, + "patch_path": null, + "arguments": [], + "created_at": 1699027426.0393019, + "supported_languages": null + }, + "macro.dbt_utils.nullcheck_table": { + "name": "nullcheck_table", + "resource_type": "macro", + "package_name": "dbt_utils", + "path": "macros/sql/nullcheck_table.sql", + "original_file_path": "macros/sql/nullcheck_table.sql", + "unique_id": "macro.dbt_utils.nullcheck_table", + "macro_sql": "{% macro nullcheck_table(relation) %}\n {{ return(adapter.dispatch('nullcheck_table', 'dbt_utils')(relation)) }}\n{% endmacro %}", + "depends_on": { + "macros": ["macro.dbt_utils.default__nullcheck_table"] + }, + "description": "", + "meta": {}, + "docs": { "show": true, "node_color": null }, + "patch_path": null, + "arguments": [], + "created_at": 1699027426.0395992, + "supported_languages": null + }, + "macro.dbt_utils.default__nullcheck_table": { + "name": "default__nullcheck_table", + "resource_type": "macro", + "package_name": "dbt_utils", + "path": "macros/sql/nullcheck_table.sql", + "original_file_path": "macros/sql/nullcheck_table.sql", + "unique_id": "macro.dbt_utils.default__nullcheck_table", + "macro_sql": "{% macro default__nullcheck_table(relation) %}\n\n {%- do dbt_utils._is_relation(relation, 'nullcheck_table') -%}\n {%- do dbt_utils._is_ephemeral(relation, 'nullcheck_table') -%}\n {% set cols = adapter.get_columns_in_relation(relation) %}\n\n select {{ dbt_utils.nullcheck(cols) }}\n from {{relation}}\n\n{% endmacro %}", + "depends_on": { + "macros": [ + "macro.dbt_utils._is_relation", + "macro.dbt_utils._is_ephemeral", + "macro.dbt_utils.nullcheck" + ] + }, + "description": "", + "meta": {}, + "docs": { "show": true, "node_color": null }, + "patch_path": null, + "arguments": [], + "created_at": 1699027426.0399601, + "supported_languages": null + }, + "macro.dbt_utils.get_relations_by_pattern": { + "name": "get_relations_by_pattern", + "resource_type": "macro", + "package_name": "dbt_utils", + "path": "macros/sql/get_relations_by_pattern.sql", + "original_file_path": "macros/sql/get_relations_by_pattern.sql", + "unique_id": "macro.dbt_utils.get_relations_by_pattern", + "macro_sql": "{% macro get_relations_by_pattern(schema_pattern, table_pattern, exclude='', database=target.database) %}\n {{ return(adapter.dispatch('get_relations_by_pattern', 'dbt_utils')(schema_pattern, table_pattern, exclude, database)) }}\n{% endmacro %}", + "depends_on": { + "macros": ["macro.dbt_utils.default__get_relations_by_pattern"] + }, + "description": "", + "meta": {}, + "docs": { "show": true, "node_color": null }, + "patch_path": null, + "arguments": [], + "created_at": 1699027426.04063, + "supported_languages": null + }, + "macro.dbt_utils.default__get_relations_by_pattern": { + "name": "default__get_relations_by_pattern", + "resource_type": "macro", + "package_name": "dbt_utils", + "path": "macros/sql/get_relations_by_pattern.sql", + "original_file_path": "macros/sql/get_relations_by_pattern.sql", + "unique_id": "macro.dbt_utils.default__get_relations_by_pattern", + "macro_sql": "{% macro default__get_relations_by_pattern(schema_pattern, table_pattern, exclude='', database=target.database) %}\n\n {%- call statement('get_tables', fetch_result=True) %}\n\n {{ dbt_utils.get_tables_by_pattern_sql(schema_pattern, table_pattern, exclude, database) }}\n\n {%- endcall -%}\n\n {%- set table_list = load_result('get_tables') -%}\n\n {%- if table_list and table_list['table'] -%}\n {%- set tbl_relations = [] -%}\n {%- for row in table_list['table'] -%}\n {%- set tbl_relation = api.Relation.create(\n database=database,\n schema=row.table_schema,\n identifier=row.table_name,\n type=row.table_type\n ) -%}\n {%- do tbl_relations.append(tbl_relation) -%}\n {%- endfor -%}\n\n {{ return(tbl_relations) }}\n {%- else -%}\n {{ return([]) }}\n {%- endif -%}\n\n{% endmacro %}", + "depends_on": { + "macros": [ + "macro.dbt.statement", + "macro.dbt_utils.get_tables_by_pattern_sql" + ] + }, + "description": "", + "meta": {}, + "docs": { "show": true, "node_color": null }, + "patch_path": null, + "arguments": [], + "created_at": 1699027426.041505, + "supported_languages": null + }, + "macro.dbt_utils.get_powers_of_two": { + "name": "get_powers_of_two", + "resource_type": "macro", + "package_name": "dbt_utils", + "path": "macros/sql/generate_series.sql", + "original_file_path": "macros/sql/generate_series.sql", + "unique_id": "macro.dbt_utils.get_powers_of_two", + "macro_sql": "{% macro get_powers_of_two(upper_bound) %}\n {{ return(adapter.dispatch('get_powers_of_two', 'dbt_utils')(upper_bound)) }}\n{% endmacro %}", + "depends_on": { + "macros": ["macro.dbt_utils.default__get_powers_of_two"] + }, + "description": "", + "meta": {}, + "docs": { "show": true, "node_color": null }, + "patch_path": null, + "arguments": [], + "created_at": 1699027426.0423439, + "supported_languages": null + }, + "macro.dbt_utils.default__get_powers_of_two": { + "name": "default__get_powers_of_two", + "resource_type": "macro", + "package_name": "dbt_utils", + "path": "macros/sql/generate_series.sql", + "original_file_path": "macros/sql/generate_series.sql", + "unique_id": "macro.dbt_utils.default__get_powers_of_two", + "macro_sql": "{% macro default__get_powers_of_two(upper_bound) %}\n\n {% if upper_bound <= 0 %}\n {{ exceptions.raise_compiler_error(\"upper bound must be positive\") }}\n {% endif %}\n\n {% for _ in range(1, 100) %}\n {% if upper_bound <= 2 ** loop.index %}{{ return(loop.index) }}{% endif %}\n {% endfor %}\n\n{% endmacro %}", + "depends_on": { "macros": [] }, + "description": "", + "meta": {}, + "docs": { "show": true, "node_color": null }, + "patch_path": null, + "arguments": [], + "created_at": 1699027426.0427752, + "supported_languages": null + }, + "macro.dbt_utils.generate_series": { + "name": "generate_series", + "resource_type": "macro", + "package_name": "dbt_utils", + "path": "macros/sql/generate_series.sql", + "original_file_path": "macros/sql/generate_series.sql", + "unique_id": "macro.dbt_utils.generate_series", + "macro_sql": "{% macro generate_series(upper_bound) %}\n {{ return(adapter.dispatch('generate_series', 'dbt_utils')(upper_bound)) }}\n{% endmacro %}", + "depends_on": { + "macros": ["macro.dbt_utils.default__generate_series"] + }, + "description": "", + "meta": {}, + "docs": { "show": true, "node_color": null }, + "patch_path": null, + "arguments": [], + "created_at": 1699027426.042969, + "supported_languages": null + }, + "macro.dbt_utils.default__generate_series": { + "name": "default__generate_series", + "resource_type": "macro", + "package_name": "dbt_utils", + "path": "macros/sql/generate_series.sql", + "original_file_path": "macros/sql/generate_series.sql", + "unique_id": "macro.dbt_utils.default__generate_series", + "macro_sql": "{% macro default__generate_series(upper_bound) %}\n\n {% set n = dbt_utils.get_powers_of_two(upper_bound) %}\n\n with p as (\n select 0 as generated_number union all select 1\n ), unioned as (\n\n select\n\n {% for i in range(n) %}\n p{{i}}.generated_number * power(2, {{i}})\n {% if not loop.last %} + {% endif %}\n {% endfor %}\n + 1\n as generated_number\n\n from\n\n {% for i in range(n) %}\n p as p{{i}}\n {% if not loop.last %} cross join {% endif %}\n {% endfor %}\n\n )\n\n select *\n from unioned\n where generated_number <= {{upper_bound}}\n order by generated_number\n\n{% endmacro %}", + "depends_on": { "macros": ["macro.dbt_utils.get_powers_of_two"] }, + "description": "", + "meta": {}, + "docs": { "show": true, "node_color": null }, + "patch_path": null, + "arguments": [], + "created_at": 1699027426.043496, + "supported_languages": null + }, + "macro.dbt_utils.get_relations_by_prefix": { + "name": "get_relations_by_prefix", + "resource_type": "macro", + "package_name": "dbt_utils", + "path": "macros/sql/get_relations_by_prefix.sql", + "original_file_path": "macros/sql/get_relations_by_prefix.sql", + "unique_id": "macro.dbt_utils.get_relations_by_prefix", + "macro_sql": "{% macro get_relations_by_prefix(schema, prefix, exclude='', database=target.database) %}\n {{ return(adapter.dispatch('get_relations_by_prefix', 'dbt_utils')(schema, prefix, exclude, database)) }}\n{% endmacro %}", + "depends_on": { + "macros": ["macro.dbt_utils.default__get_relations_by_prefix"] + }, + "description": "", + "meta": {}, + "docs": { "show": true, "node_color": null }, + "patch_path": null, + "arguments": [], + "created_at": 1699027426.044192, + "supported_languages": null + }, + "macro.dbt_utils.default__get_relations_by_prefix": { + "name": "default__get_relations_by_prefix", + "resource_type": "macro", + "package_name": "dbt_utils", + "path": "macros/sql/get_relations_by_prefix.sql", + "original_file_path": "macros/sql/get_relations_by_prefix.sql", + "unique_id": "macro.dbt_utils.default__get_relations_by_prefix", + "macro_sql": "{% macro default__get_relations_by_prefix(schema, prefix, exclude='', database=target.database) %}\n\n {%- call statement('get_tables', fetch_result=True) %}\n\n {{ dbt_utils.get_tables_by_prefix_sql(schema, prefix, exclude, database) }}\n\n {%- endcall -%}\n\n {%- set table_list = load_result('get_tables') -%}\n\n {%- if table_list and table_list['table'] -%}\n {%- set tbl_relations = [] -%}\n {%- for row in table_list['table'] -%}\n {%- set tbl_relation = api.Relation.create(\n database=database,\n schema=row.table_schema,\n identifier=row.table_name,\n type=row.table_type\n ) -%}\n {%- do tbl_relations.append(tbl_relation) -%}\n {%- endfor -%}\n\n {{ return(tbl_relations) }}\n {%- else -%}\n {{ return([]) }}\n {%- endif -%}\n\n{% endmacro %}", + "depends_on": { + "macros": [ + "macro.dbt.statement", + "macro.dbt_utils.get_tables_by_prefix_sql" + ] + }, + "description": "", + "meta": {}, + "docs": { "show": true, "node_color": null }, + "patch_path": null, + "arguments": [], + "created_at": 1699027426.0450308, + "supported_languages": null + }, + "macro.dbt_utils.get_tables_by_prefix_sql": { + "name": "get_tables_by_prefix_sql", + "resource_type": "macro", + "package_name": "dbt_utils", + "path": "macros/sql/get_tables_by_prefix_sql.sql", + "original_file_path": "macros/sql/get_tables_by_prefix_sql.sql", + "unique_id": "macro.dbt_utils.get_tables_by_prefix_sql", + "macro_sql": "{% macro get_tables_by_prefix_sql(schema, prefix, exclude='', database=target.database) %}\n {{ return(adapter.dispatch('get_tables_by_prefix_sql', 'dbt_utils')(schema, prefix, exclude, database)) }}\n{% endmacro %}", + "depends_on": { + "macros": ["macro.dbt_utils.default__get_tables_by_prefix_sql"] + }, + "description": "", + "meta": {}, + "docs": { "show": true, "node_color": null }, + "patch_path": null, + "arguments": [], + "created_at": 1699027426.045426, + "supported_languages": null + }, + "macro.dbt_utils.default__get_tables_by_prefix_sql": { + "name": "default__get_tables_by_prefix_sql", + "resource_type": "macro", + "package_name": "dbt_utils", + "path": "macros/sql/get_tables_by_prefix_sql.sql", + "original_file_path": "macros/sql/get_tables_by_prefix_sql.sql", + "unique_id": "macro.dbt_utils.default__get_tables_by_prefix_sql", + "macro_sql": "{% macro default__get_tables_by_prefix_sql(schema, prefix, exclude='', database=target.database) %}\n\n {{ dbt_utils.get_tables_by_pattern_sql(\n schema_pattern = schema,\n table_pattern = prefix ~ '%',\n exclude = exclude,\n database = database\n ) }}\n \n{% endmacro %}", + "depends_on": { + "macros": ["macro.dbt_utils.get_tables_by_pattern_sql"] + }, + "description": "", + "meta": {}, + "docs": { "show": true, "node_color": null }, + "patch_path": null, + "arguments": [], + "created_at": 1699027426.0457, + "supported_languages": null + }, + "macro.dbt_utils.star": { + "name": "star", + "resource_type": "macro", + "package_name": "dbt_utils", + "path": "macros/sql/star.sql", + "original_file_path": "macros/sql/star.sql", + "unique_id": "macro.dbt_utils.star", + "macro_sql": "{% macro star(from, relation_alias=False, except=[], prefix='', suffix='', quote_identifiers=True) -%}\r\n {{ return(adapter.dispatch('star', 'dbt_utils')(from, relation_alias, except, prefix, suffix, quote_identifiers)) }}\r\n{% endmacro %}", + "depends_on": { "macros": ["macro.dbt_utils.default__star"] }, + "description": "", + "meta": {}, + "docs": { "show": true, "node_color": null }, + "patch_path": null, + "arguments": [], + "created_at": 1699027426.047012, + "supported_languages": null + }, + "macro.dbt_utils.default__star": { + "name": "default__star", + "resource_type": "macro", + "package_name": "dbt_utils", + "path": "macros/sql/star.sql", + "original_file_path": "macros/sql/star.sql", + "unique_id": "macro.dbt_utils.default__star", + "macro_sql": "{% macro default__star(from, relation_alias=False, except=[], prefix='', suffix='', quote_identifiers=True) -%}\r\n {%- do dbt_utils._is_relation(from, 'star') -%}\r\n {%- do dbt_utils._is_ephemeral(from, 'star') -%}\r\n\r\n {#-- Prevent querying of db in parsing mode. This works because this macro does not create any new refs. #}\r\n {%- if not execute -%}\r\n {% do return('*') %}\r\n {%- endif -%}\r\n\r\n {% set cols = dbt_utils.get_filtered_columns_in_relation(from, except) %}\r\n\r\n {%- if cols|length <= 0 -%}\r\n {% if flags.WHICH == 'compile' %}\r\n {% set response %}\r\n*\r\n/* No columns were returned. Maybe the relation doesn't exist yet \r\nor all columns were excluded. This star is only output during \r\ndbt compile, and exists to keep SQLFluff happy. */\r\n {% endset %}\r\n {% do return(response) %}\r\n {% else %}\r\n {% do return(\"/* no columns returned from star() macro */\") %}\r\n {% endif %}\r\n {%- else -%}\r\n {%- for col in cols %}\r\n {%- if relation_alias %}{{ relation_alias }}.{% else %}{%- endif -%}\r\n {%- if quote_identifiers -%}\r\n {{ adapter.quote(col)|trim }} {%- if prefix!='' or suffix!='' %} as {{ adapter.quote(prefix ~ col ~ suffix)|trim }} {%- endif -%}\r\n {%- else -%}\r\n {{ col|trim }} {%- if prefix!='' or suffix!='' %} as {{ (prefix ~ col ~ suffix)|trim }} {%- endif -%}\r\n {% endif %}\r\n {%- if not loop.last %},{{ '\\n ' }}{%- endif -%}\r\n {%- endfor -%}\r\n {% endif %}\r\n{%- endmacro %}", + "depends_on": { + "macros": [ + "macro.dbt_utils._is_relation", + "macro.dbt_utils._is_ephemeral", + "macro.dbt_utils.get_filtered_columns_in_relation" + ] + }, + "description": "", + "meta": {}, + "docs": { "show": true, "node_color": null }, + "patch_path": null, + "arguments": [], + "created_at": 1699027426.048364, + "supported_languages": null + }, + "macro.dbt_utils.unpivot": { + "name": "unpivot", + "resource_type": "macro", + "package_name": "dbt_utils", + "path": "macros/sql/unpivot.sql", + "original_file_path": "macros/sql/unpivot.sql", + "unique_id": "macro.dbt_utils.unpivot", + "macro_sql": "{% macro unpivot(relation=none, cast_to='varchar', exclude=none, remove=none, field_name='field_name', value_name='value') -%}\n {{ return(adapter.dispatch('unpivot', 'dbt_utils')(relation, cast_to, exclude, remove, field_name, value_name)) }}\n{% endmacro %}", + "depends_on": { "macros": ["macro.dbt_utils.default__unpivot"] }, + "description": "", + "meta": {}, + "docs": { "show": true, "node_color": null }, + "patch_path": null, + "arguments": [], + "created_at": 1699027426.049654, + "supported_languages": null + }, + "macro.dbt_utils.default__unpivot": { + "name": "default__unpivot", + "resource_type": "macro", + "package_name": "dbt_utils", + "path": "macros/sql/unpivot.sql", + "original_file_path": "macros/sql/unpivot.sql", + "unique_id": "macro.dbt_utils.default__unpivot", + "macro_sql": "{% macro default__unpivot(relation=none, cast_to='varchar', exclude=none, remove=none, field_name='field_name', value_name='value') -%}\n\n {% if not relation %}\n {{ exceptions.raise_compiler_error(\"Error: argument `relation` is required for `unpivot` macro.\") }}\n {% endif %}\n\n {%- set exclude = exclude if exclude is not none else [] %}\n {%- set remove = remove if remove is not none else [] %}\n\n {%- set include_cols = [] %}\n\n {%- set table_columns = {} %}\n\n {%- do table_columns.update({relation: []}) %}\n\n {%- do dbt_utils._is_relation(relation, 'unpivot') -%}\n {%- do dbt_utils._is_ephemeral(relation, 'unpivot') -%}\n {%- set cols = adapter.get_columns_in_relation(relation) %}\n\n {%- for col in cols -%}\n {%- if col.column.lower() not in remove|map('lower') and col.column.lower() not in exclude|map('lower') -%}\n {% do include_cols.append(col) %}\n {%- endif %}\n {%- endfor %}\n\n\n {%- for col in include_cols -%}\n select\n {%- for exclude_col in exclude %}\n {{ exclude_col }},\n {%- endfor %}\n\n cast('{{ col.column }}' as {{ dbt.type_string() }}) as {{ field_name }},\n cast( {% if col.data_type == 'boolean' %}\n {{ dbt.cast_bool_to_text(col.column) }}\n {% else %}\n {{ col.column }}\n {% endif %}\n as {{ cast_to }}) as {{ value_name }}\n\n from {{ relation }}\n\n {% if not loop.last -%}\n union all\n {% endif -%}\n {%- endfor -%}\n\n{%- endmacro %}", + "depends_on": { + "macros": [ + "macro.dbt_utils._is_relation", + "macro.dbt_utils._is_ephemeral", + "macro.dbt.type_string", + "macro.dbt.cast_bool_to_text" + ] + }, + "description": "", + "meta": {}, + "docs": { "show": true, "node_color": null }, + "patch_path": null, + "arguments": [], + "created_at": 1699027426.0512798, + "supported_languages": null + }, + "macro.dbt_utils.safe_divide": { + "name": "safe_divide", + "resource_type": "macro", + "package_name": "dbt_utils", + "path": "macros/sql/safe_divide.sql", + "original_file_path": "macros/sql/safe_divide.sql", + "unique_id": "macro.dbt_utils.safe_divide", + "macro_sql": "{% macro safe_divide(numerator, denominator) -%}\n {{ return(adapter.dispatch('safe_divide', 'dbt_utils')(numerator, denominator)) }}\n{%- endmacro %}", + "depends_on": { + "macros": ["macro.dbt_utils.default__safe_divide"] + }, + "description": "", + "meta": {}, + "docs": { "show": true, "node_color": null }, + "patch_path": null, + "arguments": [], + "created_at": 1699027426.051584, + "supported_languages": null + }, + "macro.dbt_utils.default__safe_divide": { + "name": "default__safe_divide", + "resource_type": "macro", + "package_name": "dbt_utils", + "path": "macros/sql/safe_divide.sql", + "original_file_path": "macros/sql/safe_divide.sql", + "unique_id": "macro.dbt_utils.default__safe_divide", + "macro_sql": "{% macro default__safe_divide(numerator, denominator) %}\n ( {{ numerator }} ) / nullif( ( {{ denominator }} ), 0)\n{% endmacro %}", + "depends_on": { "macros": [] }, + "description": "", + "meta": {}, + "docs": { "show": true, "node_color": null }, + "patch_path": null, + "arguments": [], + "created_at": 1699027426.051719, + "supported_languages": null + }, + "macro.dbt_utils.union_relations": { + "name": "union_relations", + "resource_type": "macro", + "package_name": "dbt_utils", + "path": "macros/sql/union.sql", + "original_file_path": "macros/sql/union.sql", + "unique_id": "macro.dbt_utils.union_relations", + "macro_sql": "{%- macro union_relations(relations, column_override=none, include=[], exclude=[], source_column_name='_dbt_source_relation', where=none) -%}\n {{ return(adapter.dispatch('union_relations', 'dbt_utils')(relations, column_override, include, exclude, source_column_name, where)) }}\n{% endmacro %}", + "depends_on": { + "macros": ["macro.dbt_utils.default__union_relations"] + }, + "description": "", + "meta": {}, + "docs": { "show": true, "node_color": null }, + "patch_path": null, + "arguments": [], + "created_at": 1699027426.055281, + "supported_languages": null + }, + "macro.dbt_utils.default__union_relations": { + "name": "default__union_relations", + "resource_type": "macro", + "package_name": "dbt_utils", + "path": "macros/sql/union.sql", + "original_file_path": "macros/sql/union.sql", + "unique_id": "macro.dbt_utils.default__union_relations", + "macro_sql": "\n\n{%- macro default__union_relations(relations, column_override=none, include=[], exclude=[], source_column_name='_dbt_source_relation', where=none) -%}\n\n {%- if exclude and include -%}\n {{ exceptions.raise_compiler_error(\"Both an exclude and include list were provided to the `union` macro. Only one is allowed\") }}\n {%- endif -%}\n\n {#-- Prevent querying of db in parsing mode. This works because this macro does not create any new refs. -#}\n {%- if not execute %}\n {{ return('') }}\n {% endif -%}\n\n {%- set column_override = column_override if column_override is not none else {} -%}\n\n {%- set relation_columns = {} -%}\n {%- set column_superset = {} -%}\n {%- set all_excludes = [] -%}\n {%- set all_includes = [] -%}\n\n {%- if exclude -%}\n {%- for exc in exclude -%}\n {%- do all_excludes.append(exc | lower) -%}\n {%- endfor -%}\n {%- endif -%}\n\n {%- if include -%}\n {%- for inc in include -%}\n {%- do all_includes.append(inc | lower) -%}\n {%- endfor -%}\n {%- endif -%}\n\n {%- for relation in relations -%}\n\n {%- do relation_columns.update({relation: []}) -%}\n\n {%- do dbt_utils._is_relation(relation, 'union_relations') -%}\n {%- do dbt_utils._is_ephemeral(relation, 'union_relations') -%}\n {%- set cols = adapter.get_columns_in_relation(relation) -%}\n {%- for col in cols -%}\n\n {#- If an exclude list was provided and the column is in the list, do nothing -#}\n {%- if exclude and col.column | lower in all_excludes -%}\n\n {#- If an include list was provided and the column is not in the list, do nothing -#}\n {%- elif include and col.column | lower not in all_includes -%}\n\n {#- Otherwise add the column to the column superset -#}\n {%- else -%}\n\n {#- update the list of columns in this relation -#}\n {%- do relation_columns[relation].append(col.column) -%}\n\n {%- if col.column in column_superset -%}\n\n {%- set stored = column_superset[col.column] -%}\n {%- if col.is_string() and stored.is_string() and col.string_size() > stored.string_size() -%}\n\n {%- do column_superset.update({col.column: col}) -%}\n\n {%- endif %}\n\n {%- else -%}\n\n {%- do column_superset.update({col.column: col}) -%}\n\n {%- endif -%}\n\n {%- endif -%}\n\n {%- endfor -%}\n {%- endfor -%}\n\n {%- set ordered_column_names = column_superset.keys() -%}\n {%- set dbt_command = flags.WHICH -%}\n\n\n {% if dbt_command in ['run', 'build'] %}\n {% if (include | length > 0 or exclude | length > 0) and not column_superset.keys() %}\n {%- set relations_string -%}\n {%- for relation in relations -%}\n {{ relation.name }}\n {%- if not loop.last %}, {% endif -%}\n {%- endfor -%}\n {%- endset -%}\n\n {%- set error_message -%}\n There were no columns found to union for relations {{ relations_string }}\n {%- endset -%}\n\n {{ exceptions.raise_compiler_error(error_message) }}\n {%- endif -%}\n {%- endif -%}\n\n {%- for relation in relations %}\n\n (\n select\n\n {%- if source_column_name is not none %}\n cast({{ dbt.string_literal(relation) }} as {{ dbt.type_string() }}) as {{ source_column_name }},\n {%- endif %}\n\n {% for col_name in ordered_column_names -%}\n\n {%- set col = column_superset[col_name] %}\n {%- set col_type = column_override.get(col.column, col.data_type) %}\n {%- set col_name = adapter.quote(col_name) if col_name in relation_columns[relation] else 'null' %}\n cast({{ col_name }} as {{ col_type }}) as {{ col.quoted }} {% if not loop.last %},{% endif -%}\n\n {%- endfor %}\n\n from {{ relation }}\n\n {% if where -%}\n where {{ where }}\n {%- endif %}\n )\n\n {% if not loop.last -%}\n union all\n {% endif -%}\n\n {%- endfor -%}\n\n{%- endmacro -%}", + "depends_on": { + "macros": [ + "macro.dbt_utils._is_relation", + "macro.dbt_utils._is_ephemeral", + "macro.dbt.string_literal", + "macro.dbt.type_string" + ] + }, + "description": "", + "meta": {}, + "docs": { "show": true, "node_color": null }, + "patch_path": null, + "arguments": [], + "created_at": 1699027426.058796, + "supported_languages": null + }, + "macro.dbt_utils.group_by": { + "name": "group_by", + "resource_type": "macro", + "package_name": "dbt_utils", + "path": "macros/sql/groupby.sql", + "original_file_path": "macros/sql/groupby.sql", + "unique_id": "macro.dbt_utils.group_by", + "macro_sql": "{%- macro group_by(n) -%}\n {{ return(adapter.dispatch('group_by', 'dbt_utils')(n)) }}\n{% endmacro %}", + "depends_on": { "macros": ["macro.dbt_utils.default__group_by"] }, + "description": "", + "meta": {}, + "docs": { "show": true, "node_color": null }, + "patch_path": null, + "arguments": [], + "created_at": 1699027426.0590951, + "supported_languages": null + }, + "macro.dbt_utils.default__group_by": { + "name": "default__group_by", + "resource_type": "macro", + "package_name": "dbt_utils", + "path": "macros/sql/groupby.sql", + "original_file_path": "macros/sql/groupby.sql", + "unique_id": "macro.dbt_utils.default__group_by", + "macro_sql": "\n\n{%- macro default__group_by(n) -%}\n\n group by {% for i in range(1, n + 1) -%}\n {{ i }}{{ ',' if not loop.last }} \n {%- endfor -%}\n\n{%- endmacro -%}", + "depends_on": { "macros": [] }, + "description": "", + "meta": {}, + "docs": { "show": true, "node_color": null }, + "patch_path": null, + "arguments": [], + "created_at": 1699027426.0593688, + "supported_languages": null + }, + "macro.dbt_utils.deduplicate": { + "name": "deduplicate", + "resource_type": "macro", + "package_name": "dbt_utils", + "path": "macros/sql/deduplicate.sql", + "original_file_path": "macros/sql/deduplicate.sql", + "unique_id": "macro.dbt_utils.deduplicate", + "macro_sql": "{%- macro deduplicate(relation, partition_by, order_by) -%}\n {{ return(adapter.dispatch('deduplicate', 'dbt_utils')(relation, partition_by, order_by)) }}\n{% endmacro %}", + "depends_on": { + "macros": ["macro.dbt_utils.snowflake__deduplicate"] + }, + "description": "", + "meta": {}, + "docs": { "show": true, "node_color": null }, + "patch_path": null, + "arguments": [], + "created_at": 1699027426.060181, + "supported_languages": null + }, + "macro.dbt_utils.default__deduplicate": { + "name": "default__deduplicate", + "resource_type": "macro", + "package_name": "dbt_utils", + "path": "macros/sql/deduplicate.sql", + "original_file_path": "macros/sql/deduplicate.sql", + "unique_id": "macro.dbt_utils.default__deduplicate", + "macro_sql": "\n\n{%- macro default__deduplicate(relation, partition_by, order_by) -%}\n\n with row_numbered as (\n select\n _inner.*,\n row_number() over (\n partition by {{ partition_by }}\n order by {{ order_by }}\n ) as rn\n from {{ relation }} as _inner\n )\n\n select\n distinct data.*\n from {{ relation }} as data\n {#\n -- Not all DBs will support natural joins but the ones that do include:\n -- Oracle, MySQL, SQLite, Redshift, Teradata, Materialize, Databricks\n -- Apache Spark, SingleStore, Vertica\n -- Those that do not appear to support natural joins include:\n -- SQLServer, Trino, Presto, Rockset, Athena\n #}\n natural join row_numbered\n where row_numbered.rn = 1\n\n{%- endmacro -%}\n\n", + "depends_on": { "macros": [] }, + "description": "", + "meta": {}, + "docs": { "show": true, "node_color": null }, + "patch_path": null, + "arguments": [], + "created_at": 1699027426.060404, + "supported_languages": null + }, + "macro.dbt_utils.redshift__deduplicate": { + "name": "redshift__deduplicate", + "resource_type": "macro", + "package_name": "dbt_utils", + "path": "macros/sql/deduplicate.sql", + "original_file_path": "macros/sql/deduplicate.sql", + "unique_id": "macro.dbt_utils.redshift__deduplicate", + "macro_sql": "{% macro redshift__deduplicate(relation, partition_by, order_by) -%}\n\n {{ return(dbt_utils.default__deduplicate(relation, partition_by, order_by=order_by)) }}\n\n{% endmacro %}", + "depends_on": { + "macros": ["macro.dbt_utils.default__deduplicate"] + }, + "description": "", + "meta": {}, + "docs": { "show": true, "node_color": null }, + "patch_path": null, + "arguments": [], + "created_at": 1699027426.060606, + "supported_languages": null + }, + "macro.dbt_utils.postgres__deduplicate": { + "name": "postgres__deduplicate", + "resource_type": "macro", + "package_name": "dbt_utils", + "path": "macros/sql/deduplicate.sql", + "original_file_path": "macros/sql/deduplicate.sql", + "unique_id": "macro.dbt_utils.postgres__deduplicate", + "macro_sql": "\n{%- macro postgres__deduplicate(relation, partition_by, order_by) -%}\n\n select\n distinct on ({{ partition_by }}) *\n from {{ relation }}\n order by {{ partition_by }}{{ ',' ~ order_by }}\n\n{%- endmacro -%}\n\n", + "depends_on": { "macros": [] }, + "description": "", + "meta": {}, + "docs": { "show": true, "node_color": null }, + "patch_path": null, + "arguments": [], + "created_at": 1699027426.060843, + "supported_languages": null + }, + "macro.dbt_utils.snowflake__deduplicate": { + "name": "snowflake__deduplicate", + "resource_type": "macro", + "package_name": "dbt_utils", + "path": "macros/sql/deduplicate.sql", + "original_file_path": "macros/sql/deduplicate.sql", + "unique_id": "macro.dbt_utils.snowflake__deduplicate", + "macro_sql": "\n{%- macro snowflake__deduplicate(relation, partition_by, order_by) -%}\n\n select *\n from {{ relation }}\n qualify\n row_number() over (\n partition by {{ partition_by }}\n order by {{ order_by }}\n ) = 1\n\n{%- endmacro -%}\n\n", + "depends_on": { "macros": [] }, + "description": "", + "meta": {}, + "docs": { "show": true, "node_color": null }, + "patch_path": null, + "arguments": [], + "created_at": 1699027426.061003, + "supported_languages": null + }, + "macro.dbt_utils.bigquery__deduplicate": { + "name": "bigquery__deduplicate", + "resource_type": "macro", + "package_name": "dbt_utils", + "path": "macros/sql/deduplicate.sql", + "original_file_path": "macros/sql/deduplicate.sql", + "unique_id": "macro.dbt_utils.bigquery__deduplicate", + "macro_sql": "\n{%- macro bigquery__deduplicate(relation, partition_by, order_by) -%}\n\n select unique.*\n from (\n select\n array_agg (\n original\n order by {{ order_by }}\n limit 1\n )[offset(0)] unique\n from {{ relation }} original\n group by {{ partition_by }}\n )\n\n{%- endmacro -%}", + "depends_on": { "macros": [] }, + "description": "", + "meta": {}, + "docs": { "show": true, "node_color": null }, + "patch_path": null, + "arguments": [], + "created_at": 1699027426.061171, + "supported_languages": null + }, + "macro.dbt_utils.surrogate_key": { + "name": "surrogate_key", + "resource_type": "macro", + "package_name": "dbt_utils", + "path": "macros/sql/surrogate_key.sql", + "original_file_path": "macros/sql/surrogate_key.sql", + "unique_id": "macro.dbt_utils.surrogate_key", + "macro_sql": "{%- macro surrogate_key(field_list) -%}\n {% set frustrating_jinja_feature = varargs %}\n {{ return(adapter.dispatch('surrogate_key', 'dbt_utils')(field_list, *varargs)) }}\n{% endmacro %}", + "depends_on": { + "macros": ["macro.dbt_utils.default__surrogate_key"] + }, + "description": "", + "meta": {}, + "docs": { "show": true, "node_color": null }, + "patch_path": null, + "arguments": [], + "created_at": 1699027426.061543, + "supported_languages": null + }, + "macro.dbt_utils.default__surrogate_key": { + "name": "default__surrogate_key", + "resource_type": "macro", + "package_name": "dbt_utils", + "path": "macros/sql/surrogate_key.sql", + "original_file_path": "macros/sql/surrogate_key.sql", + "unique_id": "macro.dbt_utils.default__surrogate_key", + "macro_sql": "\n\n{%- macro default__surrogate_key(field_list) -%}\n\n{%- set error_message = '\nWarning: `dbt_utils.surrogate_key` has been replaced by \\\n`dbt_utils.generate_surrogate_key`. The new macro treats null values \\\ndifferently to empty strings. To restore the behaviour of the original \\\nmacro, add a global variable in dbt_project.yml called \\\n`surrogate_key_treat_nulls_as_empty_strings` to your \\\ndbt_project.yml file with a value of True. \\\nThe {}.{} model triggered this warning. \\\n'.format(model.package_name, model.name) -%}\n\n{%- do exceptions.raise_compiler_error(error_message) -%}\n\n{%- endmacro -%}", + "depends_on": { "macros": [] }, + "description": "", + "meta": {}, + "docs": { "show": true, "node_color": null }, + "patch_path": null, + "arguments": [], + "created_at": 1699027426.061803, + "supported_languages": null + }, + "macro.dbt_utils.safe_add": { + "name": "safe_add", + "resource_type": "macro", + "package_name": "dbt_utils", + "path": "macros/sql/safe_add.sql", + "original_file_path": "macros/sql/safe_add.sql", + "unique_id": "macro.dbt_utils.safe_add", + "macro_sql": "{%- macro safe_add(field_list) -%}\n {{ return(adapter.dispatch('safe_add', 'dbt_utils')(field_list)) }}\n{% endmacro %}", + "depends_on": { "macros": ["macro.dbt_utils.default__safe_add"] }, + "description": "", + "meta": {}, + "docs": { "show": true, "node_color": null }, + "patch_path": null, + "arguments": [], + "created_at": 1699027426.062173, + "supported_languages": null + }, + "macro.dbt_utils.default__safe_add": { + "name": "default__safe_add", + "resource_type": "macro", + "package_name": "dbt_utils", + "path": "macros/sql/safe_add.sql", + "original_file_path": "macros/sql/safe_add.sql", + "unique_id": "macro.dbt_utils.default__safe_add", + "macro_sql": "\n\n{%- macro default__safe_add(field_list) -%}\n\n{%- if field_list is not iterable or field_list is string or field_list is mapping -%}\n\n{%- set error_message = '\nWarning: the `safe_add` macro now takes a single list argument instead of \\\nstring arguments. The {}.{} model triggered this warning. \\\n'.format(model.package_name, model.name) -%}\n\n{%- do exceptions.warn(error_message) -%}\n\n{%- endif -%}\n\n{% set fields = [] %}\n\n{%- for field in field_list -%}\n\n {% do fields.append(\"coalesce(\" ~ field ~ \", 0)\") %}\n\n{%- endfor -%}\n\n{{ fields|join(' +\\n ') }}\n\n{%- endmacro -%}", + "depends_on": { "macros": [] }, + "description": "", + "meta": {}, + "docs": { "show": true, "node_color": null }, + "patch_path": null, + "arguments": [], + "created_at": 1699027426.062711, + "supported_languages": null + }, + "macro.dbt_utils.nullcheck": { + "name": "nullcheck", + "resource_type": "macro", + "package_name": "dbt_utils", + "path": "macros/sql/nullcheck.sql", + "original_file_path": "macros/sql/nullcheck.sql", + "unique_id": "macro.dbt_utils.nullcheck", + "macro_sql": "{% macro nullcheck(cols) %}\n {{ return(adapter.dispatch('nullcheck', 'dbt_utils')(cols)) }}\n{% endmacro %}", + "depends_on": { "macros": ["macro.dbt_utils.default__nullcheck"] }, + "description": "", + "meta": {}, + "docs": { "show": true, "node_color": null }, + "patch_path": null, + "arguments": [], + "created_at": 1699027426.063074, + "supported_languages": null + }, + "macro.dbt_utils.default__nullcheck": { + "name": "default__nullcheck", + "resource_type": "macro", + "package_name": "dbt_utils", + "path": "macros/sql/nullcheck.sql", + "original_file_path": "macros/sql/nullcheck.sql", + "unique_id": "macro.dbt_utils.default__nullcheck", + "macro_sql": "{% macro default__nullcheck(cols) %}\n{%- for col in cols %}\n\n {% if col.is_string() -%}\n\n nullif({{col.name}},'') as {{col.name}}\n\n {%- else -%}\n\n {{col.name}}\n\n {%- endif -%}\n\n{%- if not loop.last -%} , {%- endif -%}\n\n{%- endfor -%}\n{% endmacro %}", + "depends_on": { "macros": [] }, + "description": "", + "meta": {}, + "docs": { "show": true, "node_color": null }, + "patch_path": null, + "arguments": [], + "created_at": 1699027426.063398, + "supported_languages": null + }, + "macro.dbt_utils.get_tables_by_pattern_sql": { + "name": "get_tables_by_pattern_sql", + "resource_type": "macro", + "package_name": "dbt_utils", + "path": "macros/sql/get_tables_by_pattern_sql.sql", + "original_file_path": "macros/sql/get_tables_by_pattern_sql.sql", + "unique_id": "macro.dbt_utils.get_tables_by_pattern_sql", + "macro_sql": "{% macro get_tables_by_pattern_sql(schema_pattern, table_pattern, exclude='', database=target.database) %}\n {{ return(adapter.dispatch('get_tables_by_pattern_sql', 'dbt_utils')\n (schema_pattern, table_pattern, exclude, database)) }}\n{% endmacro %}", + "depends_on": { + "macros": ["macro.dbt_utils.default__get_tables_by_pattern_sql"] + }, + "description": "", + "meta": {}, + "docs": { "show": true, "node_color": null }, + "patch_path": null, + "arguments": [], + "created_at": 1699027426.06521, + "supported_languages": null + }, + "macro.dbt_utils.default__get_tables_by_pattern_sql": { + "name": "default__get_tables_by_pattern_sql", + "resource_type": "macro", + "package_name": "dbt_utils", + "path": "macros/sql/get_tables_by_pattern_sql.sql", + "original_file_path": "macros/sql/get_tables_by_pattern_sql.sql", + "unique_id": "macro.dbt_utils.default__get_tables_by_pattern_sql", + "macro_sql": "{% macro default__get_tables_by_pattern_sql(schema_pattern, table_pattern, exclude='', database=target.database) %}\n\n select distinct\n table_schema as {{ adapter.quote('table_schema') }},\n table_name as {{ adapter.quote('table_name') }},\n {{ dbt_utils.get_table_types_sql() }}\n from {{ database }}.information_schema.tables\n where table_schema ilike '{{ schema_pattern }}'\n and table_name ilike '{{ table_pattern }}'\n and table_name not ilike '{{ exclude }}'\n\n{% endmacro %}", + "depends_on": { "macros": ["macro.dbt_utils.get_table_types_sql"] }, + "description": "", + "meta": {}, + "docs": { "show": true, "node_color": null }, + "patch_path": null, + "arguments": [], + "created_at": 1699027426.06556, + "supported_languages": null + }, + "macro.dbt_utils.bigquery__get_tables_by_pattern_sql": { + "name": "bigquery__get_tables_by_pattern_sql", + "resource_type": "macro", + "package_name": "dbt_utils", + "path": "macros/sql/get_tables_by_pattern_sql.sql", + "original_file_path": "macros/sql/get_tables_by_pattern_sql.sql", + "unique_id": "macro.dbt_utils.bigquery__get_tables_by_pattern_sql", + "macro_sql": "{% macro bigquery__get_tables_by_pattern_sql(schema_pattern, table_pattern, exclude='', database=target.database) %}\n\n {% if '%' in schema_pattern %}\n {% set schemata=dbt_utils._bigquery__get_matching_schemata(schema_pattern, database) %}\n {% else %}\n {% set schemata=[schema_pattern] %}\n {% endif %}\n\n {% set sql %}\n {% for schema in schemata %}\n select distinct\n table_schema,\n table_name,\n {{ dbt_utils.get_table_types_sql() }}\n\n from {{ adapter.quote(database) }}.{{ schema }}.INFORMATION_SCHEMA.TABLES\n where lower(table_name) like lower ('{{ table_pattern }}')\n and lower(table_name) not like lower ('{{ exclude }}')\n\n {% if not loop.last %} union all {% endif %}\n\n {% endfor %}\n {% endset %}\n\n {{ return(sql) }}\n\n{% endmacro %}", + "depends_on": { + "macros": [ + "macro.dbt_utils._bigquery__get_matching_schemata", + "macro.dbt_utils.get_table_types_sql" + ] + }, + "description": "", + "meta": {}, + "docs": { "show": true, "node_color": null }, + "patch_path": null, + "arguments": [], + "created_at": 1699027426.0664032, + "supported_languages": null + }, + "macro.dbt_utils._bigquery__get_matching_schemata": { + "name": "_bigquery__get_matching_schemata", + "resource_type": "macro", + "package_name": "dbt_utils", + "path": "macros/sql/get_tables_by_pattern_sql.sql", + "original_file_path": "macros/sql/get_tables_by_pattern_sql.sql", + "unique_id": "macro.dbt_utils._bigquery__get_matching_schemata", + "macro_sql": "{% macro _bigquery__get_matching_schemata(schema_pattern, database) %}\n {% if execute %}\n\n {% set sql %}\n select schema_name from {{ adapter.quote(database) }}.INFORMATION_SCHEMA.SCHEMATA\n where lower(schema_name) like lower('{{ schema_pattern }}')\n {% endset %}\n\n {% set results=run_query(sql) %}\n\n {% set schemata=results.columns['schema_name'].values() %}\n\n {{ return(schemata) }}\n\n {% else %}\n\n {{ return([]) }}\n\n {% endif %}\n\n\n{% endmacro %}", + "depends_on": { "macros": ["macro.elementary.run_query"] }, + "description": "", + "meta": {}, + "docs": { "show": true, "node_color": null }, + "patch_path": null, + "arguments": [], + "created_at": 1699027426.0669498, + "supported_languages": null + }, + "macro.dbt_utils.get_column_values": { + "name": "get_column_values", + "resource_type": "macro", + "package_name": "dbt_utils", + "path": "macros/sql/get_column_values.sql", + "original_file_path": "macros/sql/get_column_values.sql", + "unique_id": "macro.dbt_utils.get_column_values", + "macro_sql": "{% macro get_column_values(table, column, order_by='count(*) desc', max_records=none, default=none, where=none) -%}\n {{ return(adapter.dispatch('get_column_values', 'dbt_utils')(table, column, order_by, max_records, default, where)) }}\n{% endmacro %}", + "depends_on": { + "macros": ["macro.dbt_utils.default__get_column_values"] + }, + "description": "", + "meta": {}, + "docs": { "show": true, "node_color": null }, + "patch_path": null, + "arguments": [], + "created_at": 1699027426.0680408, + "supported_languages": null + }, + "macro.dbt_utils.default__get_column_values": { + "name": "default__get_column_values", + "resource_type": "macro", + "package_name": "dbt_utils", + "path": "macros/sql/get_column_values.sql", + "original_file_path": "macros/sql/get_column_values.sql", + "unique_id": "macro.dbt_utils.default__get_column_values", + "macro_sql": "{% macro default__get_column_values(table, column, order_by='count(*) desc', max_records=none, default=none, where=none) -%}\n {#-- Prevent querying of db in parsing mode. This works because this macro does not create any new refs. #}\n {%- if not execute -%}\n {% set default = [] if not default %}\n {{ return(default) }}\n {% endif %}\n\n {%- do dbt_utils._is_ephemeral(table, 'get_column_values') -%}\n\n {# Not all relations are tables. Renaming for internal clarity without breaking functionality for anyone using named arguments #}\n {# TODO: Change the method signature in a future 0.x.0 release #}\n {%- set target_relation = table -%}\n\n {# adapter.load_relation is a convenience wrapper to avoid building a Relation when we already have one #}\n {% set relation_exists = (load_relation(target_relation)) is not none %}\n\n {%- call statement('get_column_values', fetch_result=true) %}\n\n {%- if not relation_exists and default is none -%}\n\n {{ exceptions.raise_compiler_error(\"In get_column_values(): relation \" ~ target_relation ~ \" does not exist and no default value was provided.\") }}\n\n {%- elif not relation_exists and default is not none -%}\n\n {{ log(\"Relation \" ~ target_relation ~ \" does not exist. Returning the default value: \" ~ default) }}\n\n {{ return(default) }}\n\n {%- else -%}\n\n\n select\n {{ column }} as value\n\n from {{ target_relation }}\n\n {% if where is not none %}\n where {{ where }}\n {% endif %}\n\n group by {{ column }}\n order by {{ order_by }}\n\n {% if max_records is not none %}\n limit {{ max_records }}\n {% endif %}\n\n {% endif %}\n\n {%- endcall -%}\n\n {%- set value_list = load_result('get_column_values') -%}\n\n {%- if value_list and value_list['data'] -%}\n {%- set values = value_list['data'] | map(attribute=0) | list %}\n {{ return(values) }}\n {%- else -%}\n {{ return(default) }}\n {%- endif -%}\n\n{%- endmacro %}", + "depends_on": { + "macros": [ + "macro.dbt_utils._is_ephemeral", + "macro.dbt.load_relation", + "macro.dbt.statement" + ] + }, + "description": "", + "meta": {}, + "docs": { "show": true, "node_color": null }, + "patch_path": null, + "arguments": [], + "created_at": 1699027426.06947, + "supported_languages": null + }, + "macro.dbt_utils.pivot": { + "name": "pivot", + "resource_type": "macro", + "package_name": "dbt_utils", + "path": "macros/sql/pivot.sql", + "original_file_path": "macros/sql/pivot.sql", + "unique_id": "macro.dbt_utils.pivot", + "macro_sql": "{% macro pivot(column,\n values,\n alias=True,\n agg='sum',\n cmp='=',\n prefix='',\n suffix='',\n then_value=1,\n else_value=0,\n quote_identifiers=True,\n distinct=False) %}\n {{ return(adapter.dispatch('pivot', 'dbt_utils')(column, values, alias, agg, cmp, prefix, suffix, then_value, else_value, quote_identifiers, distinct)) }}\n{% endmacro %}", + "depends_on": { "macros": ["macro.dbt_utils.default__pivot"] }, + "description": "", + "meta": {}, + "docs": { "show": true, "node_color": null }, + "patch_path": null, + "arguments": [], + "created_at": 1699027426.0705988, + "supported_languages": null + }, + "macro.dbt_utils.default__pivot": { + "name": "default__pivot", + "resource_type": "macro", + "package_name": "dbt_utils", + "path": "macros/sql/pivot.sql", + "original_file_path": "macros/sql/pivot.sql", + "unique_id": "macro.dbt_utils.default__pivot", + "macro_sql": "{% macro default__pivot(column,\n values,\n alias=True,\n agg='sum',\n cmp='=',\n prefix='',\n suffix='',\n then_value=1,\n else_value=0,\n quote_identifiers=True,\n distinct=False) %}\n {% for value in values %}\n {{ agg }}(\n {% if distinct %} distinct {% endif %}\n case\n when {{ column }} {{ cmp }} '{{ dbt.escape_single_quotes(value) }}'\n then {{ then_value }}\n else {{ else_value }}\n end\n )\n {% if alias %}\n {% if quote_identifiers %}\n as {{ adapter.quote(prefix ~ value ~ suffix) }}\n {% else %}\n as {{ dbt_utils.slugify(prefix ~ value ~ suffix) }}\n {% endif %}\n {% endif %}\n {% if not loop.last %},{% endif %}\n {% endfor %}\n{% endmacro %}", + "depends_on": { + "macros": [ + "macro.dbt.escape_single_quotes", + "macro.dbt_utils.slugify" + ] + }, + "description": "", + "meta": {}, + "docs": { "show": true, "node_color": null }, + "patch_path": null, + "arguments": [], + "created_at": 1699027426.071469, + "supported_languages": null + }, + "macro.dbt_utils.get_filtered_columns_in_relation": { + "name": "get_filtered_columns_in_relation", + "resource_type": "macro", + "package_name": "dbt_utils", + "path": "macros/sql/get_filtered_columns_in_relation.sql", + "original_file_path": "macros/sql/get_filtered_columns_in_relation.sql", + "unique_id": "macro.dbt_utils.get_filtered_columns_in_relation", + "macro_sql": "{% macro get_filtered_columns_in_relation(from, except=[]) -%}\n {{ return(adapter.dispatch('get_filtered_columns_in_relation', 'dbt_utils')(from, except)) }}\n{% endmacro %}", + "depends_on": { + "macros": [ + "macro.dbt_utils.default__get_filtered_columns_in_relation" + ] + }, + "description": "", + "meta": {}, + "docs": { "show": true, "node_color": null }, + "patch_path": null, + "arguments": [], + "created_at": 1699027426.071955, + "supported_languages": null + }, + "macro.dbt_utils.default__get_filtered_columns_in_relation": { + "name": "default__get_filtered_columns_in_relation", + "resource_type": "macro", + "package_name": "dbt_utils", + "path": "macros/sql/get_filtered_columns_in_relation.sql", + "original_file_path": "macros/sql/get_filtered_columns_in_relation.sql", + "unique_id": "macro.dbt_utils.default__get_filtered_columns_in_relation", + "macro_sql": "{% macro default__get_filtered_columns_in_relation(from, except=[]) -%}\n {%- do dbt_utils._is_relation(from, 'get_filtered_columns_in_relation') -%}\n {%- do dbt_utils._is_ephemeral(from, 'get_filtered_columns_in_relation') -%}\n\n {# -- Prevent querying of db in parsing mode. This works because this macro does not create any new refs. #}\n {%- if not execute -%}\n {{ return('') }}\n {% endif %}\n\n {%- set include_cols = [] %}\n {%- set cols = adapter.get_columns_in_relation(from) -%}\n {%- set except = except | map(\"lower\") | list %}\n {%- for col in cols -%}\n {%- if col.column|lower not in except -%}\n {% do include_cols.append(col.column) %}\n {%- endif %}\n {%- endfor %}\n\n {{ return(include_cols) }}\n\n{%- endmacro %}", + "depends_on": { + "macros": [ + "macro.dbt_utils._is_relation", + "macro.dbt_utils._is_ephemeral" + ] + }, + "description": "", + "meta": {}, + "docs": { "show": true, "node_color": null }, + "patch_path": null, + "arguments": [], + "created_at": 1699027426.072651, + "supported_languages": null + }, + "macro.dbt_utils.width_bucket": { + "name": "width_bucket", + "resource_type": "macro", + "package_name": "dbt_utils", + "path": "macros/sql/width_bucket.sql", + "original_file_path": "macros/sql/width_bucket.sql", + "unique_id": "macro.dbt_utils.width_bucket", + "macro_sql": "{% macro width_bucket(expr, min_value, max_value, num_buckets) %}\n {{ return(adapter.dispatch('width_bucket', 'dbt_utils') (expr, min_value, max_value, num_buckets)) }}\n{% endmacro %}", + "depends_on": { + "macros": ["macro.dbt_utils.snowflake__width_bucket"] + }, + "description": "", + "meta": {}, + "docs": { "show": true, "node_color": null }, + "patch_path": null, + "arguments": [], + "created_at": 1699027426.073442, + "supported_languages": null + }, + "macro.dbt_utils.default__width_bucket": { + "name": "default__width_bucket", + "resource_type": "macro", + "package_name": "dbt_utils", + "path": "macros/sql/width_bucket.sql", + "original_file_path": "macros/sql/width_bucket.sql", + "unique_id": "macro.dbt_utils.default__width_bucket", + "macro_sql": "{% macro default__width_bucket(expr, min_value, max_value, num_buckets) -%}\n\n {% set bin_size -%}\n (( {{ max_value }} - {{ min_value }} ) / {{ num_buckets }} )\n {%- endset %}\n (\n -- to break ties when the amount is eaxtly at the bucket egde\n case\n when\n mod(\n {{ dbt.safe_cast(expr, dbt.type_numeric() ) }},\n {{ dbt.safe_cast(bin_size, dbt.type_numeric() ) }}\n ) = 0\n then 1\n else 0\n end\n ) +\n -- Anything over max_value goes the N+1 bucket\n least(\n ceil(\n ({{ expr }} - {{ min_value }})/{{ bin_size }}\n ),\n {{ num_buckets }} + 1\n )\n{%- endmacro %}", + "depends_on": { + "macros": ["macro.dbt.safe_cast", "macro.dbt.type_numeric"] + }, + "description": "", + "meta": {}, + "docs": { "show": true, "node_color": null }, + "patch_path": null, + "arguments": [], + "created_at": 1699027426.0739598, + "supported_languages": null + }, + "macro.dbt_utils.snowflake__width_bucket": { + "name": "snowflake__width_bucket", + "resource_type": "macro", + "package_name": "dbt_utils", + "path": "macros/sql/width_bucket.sql", + "original_file_path": "macros/sql/width_bucket.sql", + "unique_id": "macro.dbt_utils.snowflake__width_bucket", + "macro_sql": "{% macro snowflake__width_bucket(expr, min_value, max_value, num_buckets) %}\n width_bucket({{ expr }}, {{ min_value }}, {{ max_value }}, {{ num_buckets }} )\n{% endmacro %}", + "depends_on": { "macros": [] }, + "description": "", + "meta": {}, + "docs": { "show": true, "node_color": null }, + "patch_path": null, + "arguments": [], + "created_at": 1699027426.074153, + "supported_languages": null + }, + "macro.dbt_utils.get_query_results_as_dict": { + "name": "get_query_results_as_dict", + "resource_type": "macro", + "package_name": "dbt_utils", + "path": "macros/sql/get_query_results_as_dict.sql", + "original_file_path": "macros/sql/get_query_results_as_dict.sql", + "unique_id": "macro.dbt_utils.get_query_results_as_dict", + "macro_sql": "{% macro get_query_results_as_dict(query) %}\n {{ return(adapter.dispatch('get_query_results_as_dict', 'dbt_utils')(query)) }}\n{% endmacro %}", + "depends_on": { + "macros": ["macro.dbt_utils.default__get_query_results_as_dict"] + }, + "description": "", + "meta": {}, + "docs": { "show": true, "node_color": null }, + "patch_path": null, + "arguments": [], + "created_at": 1699027426.0745192, + "supported_languages": null + }, + "macro.dbt_utils.default__get_query_results_as_dict": { + "name": "default__get_query_results_as_dict", + "resource_type": "macro", + "package_name": "dbt_utils", + "path": "macros/sql/get_query_results_as_dict.sql", + "original_file_path": "macros/sql/get_query_results_as_dict.sql", + "unique_id": "macro.dbt_utils.default__get_query_results_as_dict", + "macro_sql": "{% macro default__get_query_results_as_dict(query) %}\n\n{# This macro returns a dictionary of the form {column_name: (tuple_of_results)} #}\n\n {%- call statement('get_query_results', fetch_result=True,auto_begin=false) -%}\n\n {{ query }}\n\n {%- endcall -%}\n\n {% set sql_results={} %}\n\n {%- if execute -%}\n {% set sql_results_table = load_result('get_query_results').table.columns %}\n {% for column_name, column in sql_results_table.items() %}\n {% do sql_results.update({column_name: column.values()}) %}\n {% endfor %}\n {%- endif -%}\n\n {{ return(sql_results) }}\n\n{% endmacro %}", + "depends_on": { "macros": ["macro.dbt.statement"] }, + "description": "", + "meta": {}, + "docs": { "show": true, "node_color": null }, + "patch_path": null, + "arguments": [], + "created_at": 1699027426.07511, + "supported_languages": null + }, + "macro.dbt_utils.generate_surrogate_key": { + "name": "generate_surrogate_key", + "resource_type": "macro", + "package_name": "dbt_utils", + "path": "macros/sql/generate_surrogate_key.sql", + "original_file_path": "macros/sql/generate_surrogate_key.sql", + "unique_id": "macro.dbt_utils.generate_surrogate_key", + "macro_sql": "{%- macro generate_surrogate_key(field_list) -%}\n {{ return(adapter.dispatch('generate_surrogate_key', 'dbt_utils')(field_list)) }}\n{% endmacro %}", + "depends_on": { + "macros": ["macro.dbt_utils.default__generate_surrogate_key"] + }, + "description": "", + "meta": {}, + "docs": { "show": true, "node_color": null }, + "patch_path": null, + "arguments": [], + "created_at": 1699027426.075551, + "supported_languages": null + }, + "macro.dbt_utils.default__generate_surrogate_key": { + "name": "default__generate_surrogate_key", + "resource_type": "macro", + "package_name": "dbt_utils", + "path": "macros/sql/generate_surrogate_key.sql", + "original_file_path": "macros/sql/generate_surrogate_key.sql", + "unique_id": "macro.dbt_utils.default__generate_surrogate_key", + "macro_sql": "\n\n{%- macro default__generate_surrogate_key(field_list) -%}\n\n{%- if var('surrogate_key_treat_nulls_as_empty_strings', False) -%}\n {%- set default_null_value = \"\" -%}\n{%- else -%}\n {%- set default_null_value = '_dbt_utils_surrogate_key_null_' -%}\n{%- endif -%}\n\n{%- set fields = [] -%}\n\n{%- for field in field_list -%}\n\n {%- do fields.append(\n \"coalesce(cast(\" ~ field ~ \" as \" ~ dbt.type_string() ~ \"), '\" ~ default_null_value ~\"')\"\n ) -%}\n\n {%- if not loop.last %}\n {%- do fields.append(\"'-'\") -%}\n {%- endif -%}\n\n{%- endfor -%}\n\n{{ dbt.hash(dbt.concat(fields)) }}\n\n{%- endmacro -%}", + "depends_on": { + "macros": [ + "macro.dbt.type_string", + "macro.dbt.hash", + "macro.dbt.concat" + ] + }, + "description": "", + "meta": {}, + "docs": { "show": true, "node_color": null }, + "patch_path": null, + "arguments": [], + "created_at": 1699027426.076185, + "supported_languages": null + }, + "macro.dbt_utils.get_table_types_sql": { + "name": "get_table_types_sql", + "resource_type": "macro", + "package_name": "dbt_utils", + "path": "macros/sql/get_table_types_sql.sql", + "original_file_path": "macros/sql/get_table_types_sql.sql", + "unique_id": "macro.dbt_utils.get_table_types_sql", + "macro_sql": "{%- macro get_table_types_sql() -%}\n {{ return(adapter.dispatch('get_table_types_sql', 'dbt_utils')()) }}\n{%- endmacro -%}\n\n", + "depends_on": { + "macros": ["macro.dbt_utils.default__get_table_types_sql"] + }, + "description": "", + "meta": {}, + "docs": { "show": true, "node_color": null }, + "patch_path": null, + "arguments": [], + "created_at": 1699027426.076736, + "supported_languages": null + }, + "macro.dbt_utils.default__get_table_types_sql": { + "name": "default__get_table_types_sql", + "resource_type": "macro", + "package_name": "dbt_utils", + "path": "macros/sql/get_table_types_sql.sql", + "original_file_path": "macros/sql/get_table_types_sql.sql", + "unique_id": "macro.dbt_utils.default__get_table_types_sql", + "macro_sql": "{% macro default__get_table_types_sql() %}\n case table_type\n when 'BASE TABLE' then 'table'\n when 'EXTERNAL TABLE' then 'external'\n when 'MATERIALIZED VIEW' then 'materializedview'\n else lower(table_type)\n end as {{ adapter.quote('table_type') }}\n{% endmacro %}", + "depends_on": { "macros": [] }, + "description": "", + "meta": {}, + "docs": { "show": true, "node_color": null }, + "patch_path": null, + "arguments": [], + "created_at": 1699027426.0769129, + "supported_languages": null + }, + "macro.dbt_utils.postgres__get_table_types_sql": { + "name": "postgres__get_table_types_sql", + "resource_type": "macro", + "package_name": "dbt_utils", + "path": "macros/sql/get_table_types_sql.sql", + "original_file_path": "macros/sql/get_table_types_sql.sql", + "unique_id": "macro.dbt_utils.postgres__get_table_types_sql", + "macro_sql": "{% macro postgres__get_table_types_sql() %}\n case table_type\n when 'BASE TABLE' then 'table'\n when 'FOREIGN' then 'external'\n when 'MATERIALIZED VIEW' then 'materializedview'\n else lower(table_type)\n end as {{ adapter.quote('table_type') }}\n{% endmacro %}", + "depends_on": { "macros": [] }, + "description": "", + "meta": {}, + "docs": { "show": true, "node_color": null }, + "patch_path": null, + "arguments": [], + "created_at": 1699027426.077055, + "supported_languages": null + }, + "macro.dbt_utils.databricks__get_table_types_sql": { + "name": "databricks__get_table_types_sql", + "resource_type": "macro", + "package_name": "dbt_utils", + "path": "macros/sql/get_table_types_sql.sql", + "original_file_path": "macros/sql/get_table_types_sql.sql", + "unique_id": "macro.dbt_utils.databricks__get_table_types_sql", + "macro_sql": "{% macro databricks__get_table_types_sql() %}\n case table_type\n when 'MANAGED' then 'table'\n when 'BASE TABLE' then 'table'\n when 'MATERIALIZED VIEW' then 'materializedview'\n else lower(table_type)\n end as {{ adapter.quote('table_type') }}\n{% endmacro %}", + "depends_on": { "macros": [] }, + "description": "", + "meta": {}, + "docs": { "show": true, "node_color": null }, + "patch_path": null, + "arguments": [], + "created_at": 1699027426.077188, + "supported_languages": null + }, + "macro.dbt_utils.get_single_value": { + "name": "get_single_value", + "resource_type": "macro", + "package_name": "dbt_utils", + "path": "macros/sql/get_single_value.sql", + "original_file_path": "macros/sql/get_single_value.sql", + "unique_id": "macro.dbt_utils.get_single_value", + "macro_sql": "{% macro get_single_value(query, default=none) %}\n {{ return(adapter.dispatch('get_single_value', 'dbt_utils')(query, default)) }}\n{% endmacro %}", + "depends_on": { + "macros": ["macro.dbt_utils.default__get_single_value"] + }, + "description": "", + "meta": {}, + "docs": { "show": true, "node_color": null }, + "patch_path": null, + "arguments": [], + "created_at": 1699027426.0776849, + "supported_languages": null + }, + "macro.dbt_utils.default__get_single_value": { + "name": "default__get_single_value", + "resource_type": "macro", + "package_name": "dbt_utils", + "path": "macros/sql/get_single_value.sql", + "original_file_path": "macros/sql/get_single_value.sql", + "unique_id": "macro.dbt_utils.default__get_single_value", + "macro_sql": "{% macro default__get_single_value(query, default) %}\n\n{# This macro returns the (0, 0) record in a query, i.e. the first row of the first column #}\n\n {%- call statement('get_query_result', fetch_result=True, auto_begin=false) -%}\n\n {{ query }}\n\n {%- endcall -%}\n\n {%- if execute -%}\n\n {% set r = load_result('get_query_result').table.columns[0].values() %}\n {% if r | length == 0 %}\n {% do print('Query `' ~ query ~ '` returned no rows. Using the default value: ' ~ default) %}\n {% set sql_result = default %}\n {% else %}\n {% set sql_result = r[0] %}\n {% endif %}\n \n {%- else -%}\n \n {% set sql_result = default %}\n \n {%- endif -%}\n\n {% do return(sql_result) %}\n\n{% endmacro %}", + "depends_on": { "macros": ["macro.dbt.statement"] }, + "description": "", + "meta": {}, + "docs": { "show": true, "node_color": null }, + "patch_path": null, + "arguments": [], + "created_at": 1699027426.0784798, + "supported_languages": null + }, + "macro.dbt_utils.degrees_to_radians": { + "name": "degrees_to_radians", + "resource_type": "macro", + "package_name": "dbt_utils", + "path": "macros/sql/haversine_distance.sql", + "original_file_path": "macros/sql/haversine_distance.sql", + "unique_id": "macro.dbt_utils.degrees_to_radians", + "macro_sql": "{% macro degrees_to_radians(degrees) -%}\n acos(-1) * {{degrees}} / 180\n{%- endmacro %}", + "depends_on": { "macros": [] }, + "description": "", + "meta": {}, + "docs": { "show": true, "node_color": null }, + "patch_path": null, + "arguments": [], + "created_at": 1699027426.079541, + "supported_languages": null + }, + "macro.dbt_utils.haversine_distance": { + "name": "haversine_distance", + "resource_type": "macro", + "package_name": "dbt_utils", + "path": "macros/sql/haversine_distance.sql", + "original_file_path": "macros/sql/haversine_distance.sql", + "unique_id": "macro.dbt_utils.haversine_distance", + "macro_sql": "{% macro haversine_distance(lat1, lon1, lat2, lon2, unit='mi') -%}\n {{ return(adapter.dispatch('haversine_distance', 'dbt_utils')(lat1,lon1,lat2,lon2,unit)) }}\n{% endmacro %}", + "depends_on": { + "macros": ["macro.dbt_utils.default__haversine_distance"] + }, + "description": "", + "meta": {}, + "docs": { "show": true, "node_color": null }, + "patch_path": null, + "arguments": [], + "created_at": 1699027426.0798268, + "supported_languages": null + }, + "macro.dbt_utils.default__haversine_distance": { + "name": "default__haversine_distance", + "resource_type": "macro", + "package_name": "dbt_utils", + "path": "macros/sql/haversine_distance.sql", + "original_file_path": "macros/sql/haversine_distance.sql", + "unique_id": "macro.dbt_utils.default__haversine_distance", + "macro_sql": "{% macro default__haversine_distance(lat1, lon1, lat2, lon2, unit='mi') -%}\n{%- if unit == 'mi' %}\n {% set conversion_rate = 1 %}\n{% elif unit == 'km' %}\n {% set conversion_rate = 1.60934 %}\n{% else %}\n {{ exceptions.raise_compiler_error(\"unit input must be one of 'mi' or 'km'. Got \" ~ unit) }}\n{% endif %}\n\n 2 * 3961 * asin(sqrt(power((sin(radians(({{ lat2 }} - {{ lat1 }}) / 2))), 2) +\n cos(radians({{lat1}})) * cos(radians({{lat2}})) *\n power((sin(radians(({{ lon2 }} - {{ lon1 }}) / 2))), 2))) * {{ conversion_rate }}\n\n{%- endmacro %}", + "depends_on": { "macros": [] }, + "description": "", + "meta": {}, + "docs": { "show": true, "node_color": null }, + "patch_path": null, + "arguments": [], + "created_at": 1699027426.0803578, + "supported_languages": null + }, + "macro.dbt_utils.bigquery__haversine_distance": { + "name": "bigquery__haversine_distance", + "resource_type": "macro", + "package_name": "dbt_utils", + "path": "macros/sql/haversine_distance.sql", + "original_file_path": "macros/sql/haversine_distance.sql", + "unique_id": "macro.dbt_utils.bigquery__haversine_distance", + "macro_sql": "{% macro bigquery__haversine_distance(lat1, lon1, lat2, lon2, unit='mi') -%}\n{% set radians_lat1 = dbt_utils.degrees_to_radians(lat1) %}\n{% set radians_lat2 = dbt_utils.degrees_to_radians(lat2) %}\n{% set radians_lon1 = dbt_utils.degrees_to_radians(lon1) %}\n{% set radians_lon2 = dbt_utils.degrees_to_radians(lon2) %}\n{%- if unit == 'mi' %}\n {% set conversion_rate = 1 %}\n{% elif unit == 'km' %}\n {% set conversion_rate = 1.60934 %}\n{% else %}\n {{ exceptions.raise_compiler_error(\"unit input must be one of 'mi' or 'km'. Got \" ~ unit) }}\n{% endif %}\n 2 * 3961 * asin(sqrt(power(sin(({{ radians_lat2 }} - {{ radians_lat1 }}) / 2), 2) +\n cos({{ radians_lat1 }}) * cos({{ radians_lat2 }}) *\n power(sin(({{ radians_lon2 }} - {{ radians_lon1 }}) / 2), 2))) * {{ conversion_rate }}\n\n{%- endmacro %}", + "depends_on": { "macros": ["macro.dbt_utils.degrees_to_radians"] }, + "description": "", + "meta": {}, + "docs": { "show": true, "node_color": null }, + "patch_path": null, + "arguments": [], + "created_at": 1699027426.081151, + "supported_languages": null + }, + "macro.elementary.create_test_result_temp_table": { + "name": "create_test_result_temp_table", + "resource_type": "macro", + "package_name": "elementary", + "path": "macros/edr/materializations/test/test.sql", + "original_file_path": "macros/edr/materializations/test/test.sql", + "unique_id": "macro.elementary.create_test_result_temp_table", + "macro_sql": "{% macro create_test_result_temp_table() %}\n {% set database, schema = elementary.get_package_database_and_schema() %}\n {% set test_id = model[\"alias\"] %}\n {% set relation = elementary.create_temp_table(database, schema, test_id, sql) %}\n {% set new_sql %}\n select * from {{ relation }}\n {% endset %}\n {% do return(new_sql) %}\n{% endmacro %}", + "depends_on": { + "macros": [ + "macro.elementary.get_package_database_and_schema", + "macro.elementary.create_temp_table" + ] + }, + "description": "", + "meta": {}, + "docs": { "show": true, "node_color": null }, + "patch_path": null, + "arguments": [], + "created_at": 1699027426.1014872, + "supported_languages": null + }, + "macro.elementary.query_test_result_rows": { + "name": "query_test_result_rows", + "resource_type": "macro", + "package_name": "elementary", + "path": "macros/edr/materializations/test/test.sql", + "original_file_path": "macros/edr/materializations/test/test.sql", + "unique_id": "macro.elementary.query_test_result_rows", + "macro_sql": "{% macro query_test_result_rows(sample_limit=none) %}\n {% if sample_limit == 0 %} {# performance: no need to run a sql query that we know returns an empty list #}\n {% do return([]) %}\n {% endif %}\n {% set query %}\n with test_results as (\n {{ sql }}\n )\n select * from test_results {% if sample_limit is not none %} limit {{ sample_limit }} {% endif %}\n {% endset %}\n {% do return(elementary.agate_to_dicts(elementary.run_query(query))) %}\n{% endmacro %}", + "depends_on": { + "macros": [ + "macro.elementary.agate_to_dicts", + "macro.elementary.run_query" + ] + }, + "description": "", + "meta": {}, + "docs": { "show": true, "node_color": null }, + "patch_path": null, + "arguments": [], + "created_at": 1699027426.101959, + "supported_languages": null + }, + "macro.elementary.cache_elementary_test_results_rows": { + "name": "cache_elementary_test_results_rows", + "resource_type": "macro", + "package_name": "elementary", + "path": "macros/edr/materializations/test/test.sql", + "original_file_path": "macros/edr/materializations/test/test.sql", + "unique_id": "macro.elementary.cache_elementary_test_results_rows", + "macro_sql": "{% macro cache_elementary_test_results_rows(elementary_test_results_rows) %}\n {% do elementary.get_cache(\"elementary_test_results\").update({model.unique_id: elementary_test_results_rows}) %}\n{% endmacro %}", + "depends_on": { "macros": ["macro.elementary.get_cache"] }, + "description": "", + "meta": {}, + "docs": { "show": true, "node_color": null }, + "patch_path": null, + "arguments": [], + "created_at": 1699027426.102164, + "supported_languages": null + }, + "macro.elementary.handle_anomaly_test": { + "name": "handle_anomaly_test", + "resource_type": "macro", + "package_name": "elementary", + "path": "macros/edr/materializations/test/test.sql", + "original_file_path": "macros/edr/materializations/test/test.sql", + "unique_id": "macro.elementary.handle_anomaly_test", + "macro_sql": "{% macro handle_anomaly_test(flattened_test) %}\n {% set metrics_tables_cache = elementary.get_cache(\"tables\").get(\"metrics\").get(\"relations\") %}\n {% set metrics_table = elementary.get_elementary_test_table(elementary.get_elementary_test_table_name(), 'metrics') %}\n {% if metrics_table %}\n {% do metrics_tables_cache.append(metrics_table) %}\n {% endif %}\n\n {% set anomaly_scores_groups_rows = {} %}\n {% set anomaly_scores_rows = elementary.query_test_result_rows() %}\n {% for anomaly_scores_row in anomaly_scores_rows %}\n {% set anomaly_scores_group = (anomaly_scores_row.full_table_name, anomaly_scores_row.column_name, anomaly_scores_row.metric_name) %}\n {% do anomaly_scores_groups_rows.setdefault(anomaly_scores_group, []) %}\n {% do anomaly_scores_groups_rows[anomaly_scores_group].append(anomaly_scores_row) %}\n {% endfor %}\n\n {% set elementary_test_results_rows = [] %}\n {% for anomaly_scores_group, anomaly_scores_rows in anomaly_scores_groups_rows.items() %}\n {% do elementary.debug_log(\"Found {} anomaly scores for group {}.\".format(anomaly_scores_rows | length, anomaly_scores_group)) %}\n {% do elementary_test_results_rows.append(elementary.get_anomaly_test_result_row(flattened_test, anomaly_scores_rows)) %}\n {% endfor %}\n {% do elementary.cache_elementary_test_results_rows(elementary_test_results_rows) %}\n\n {% do context.update({\"sql\": elementary.get_anomaly_query(flattened_test)}) %}\n{% endmacro %}", + "depends_on": { + "macros": [ + "macro.elementary.get_cache", + "macro.elementary.get_elementary_test_table", + "macro.elementary.get_elementary_test_table_name", + "macro.elementary.query_test_result_rows", + "macro.elementary.debug_log", + "macro.elementary.get_anomaly_test_result_row", + "macro.elementary.cache_elementary_test_results_rows", + "macro.elementary.get_anomaly_query" + ] + }, + "description": "", + "meta": {}, + "docs": { "show": true, "node_color": null }, + "patch_path": null, + "arguments": [], + "created_at": 1699027426.103495, + "supported_languages": null + }, + "macro.elementary.handle_schema_changes_test": { + "name": "handle_schema_changes_test", + "resource_type": "macro", + "package_name": "elementary", + "path": "macros/edr/materializations/test/test.sql", + "original_file_path": "macros/edr/materializations/test/test.sql", + "unique_id": "macro.elementary.handle_schema_changes_test", + "macro_sql": "{% macro handle_schema_changes_test(flattened_test) %}\n {% set schema_snapshots_tables_cache = elementary.get_cache(\"tables\").get(\"schema_snapshots\") %}\n {% set schema_snapshots_table = elementary.get_elementary_test_table(elementary.get_elementary_test_table_name(), 'schema_changes') %}\n {% if schema_snapshots_table %}\n {% do schema_snapshots_tables_cache.append(schema_snapshots_table) %}\n {% endif %}\n\n {% set elementary_test_results_rows = [] %}\n {% set schema_changes_rows = elementary.query_test_result_rows() %}\n {% for schema_changes_row in schema_changes_rows %}\n {% do elementary_test_results_rows.append(elementary.get_schema_changes_test_result_row(flattened_test, schema_changes_row, schema_changes_rows)) %}\n {% endfor %}\n {% do elementary.cache_elementary_test_results_rows(elementary_test_results_rows) %}\n{% endmacro %}", + "depends_on": { + "macros": [ + "macro.elementary.get_cache", + "macro.elementary.get_elementary_test_table", + "macro.elementary.get_elementary_test_table_name", + "macro.elementary.query_test_result_rows", + "macro.elementary.get_schema_changes_test_result_row", + "macro.elementary.cache_elementary_test_results_rows" + ] + }, + "description": "", + "meta": {}, + "docs": { "show": true, "node_color": null }, + "patch_path": null, + "arguments": [], + "created_at": 1699027426.104309, + "supported_languages": null + }, + "macro.elementary.handle_dbt_test": { + "name": "handle_dbt_test", + "resource_type": "macro", + "package_name": "elementary", + "path": "macros/edr/materializations/test/test.sql", + "original_file_path": "macros/edr/materializations/test/test.sql", + "unique_id": "macro.elementary.handle_dbt_test", + "macro_sql": "{% macro handle_dbt_test(flattened_test) %}\n {% set result_rows = elementary.query_test_result_rows(sample_limit=elementary.get_config_var('test_sample_row_count')) %}\n {% set elementary_test_results_row = elementary.get_dbt_test_result_row(flattened_test, result_rows) %}\n {% do elementary.cache_elementary_test_results_rows([elementary_test_results_row]) %}\n{% endmacro %}", + "depends_on": { + "macros": [ + "macro.elementary.query_test_result_rows", + "macro.elementary.get_config_var", + "macro.elementary.get_dbt_test_result_row", + "macro.elementary.cache_elementary_test_results_rows" + ] + }, + "description": "", + "meta": {}, + "docs": { "show": true, "node_color": null }, + "patch_path": null, + "arguments": [], + "created_at": 1699027426.1046422, + "supported_languages": null + }, + "macro.elementary.get_test_type_handler": { + "name": "get_test_type_handler", + "resource_type": "macro", + "package_name": "elementary", + "path": "macros/edr/materializations/test/test.sql", + "original_file_path": "macros/edr/materializations/test/test.sql", + "unique_id": "macro.elementary.get_test_type_handler", + "macro_sql": "{% macro get_test_type_handler(flattened_test) %}\n {% set test_type = elementary.get_test_type(flattened_test) %}\n {% set test_type_handler_map = {\n \"anomaly_detection\": elementary.handle_anomaly_test,\n \"schema_change\": elementary.handle_schema_changes_test,\n \"dbt_test\": elementary.handle_dbt_test\n } %}\n {% set test_type_handler = test_type_handler_map.get(test_type) %}\n {% if not test_type_handler %}\n {% do exceptions.raise_compiler_error(\"Unknown test type: {}\".format(test_type)) %}\n {% endif %}\n {% do return(test_type_handler) %}\n{% endmacro %}", + "depends_on": { "macros": ["macro.elementary.get_test_type"] }, + "description": "", + "meta": {}, + "docs": { "show": true, "node_color": null }, + "patch_path": null, + "arguments": [], + "created_at": 1699027426.105172, + "supported_languages": null + }, + "macro.elementary.materialize_test": { + "name": "materialize_test", + "resource_type": "macro", + "package_name": "elementary", + "path": "macros/edr/materializations/test/test.sql", + "original_file_path": "macros/edr/materializations/test/test.sql", + "unique_id": "macro.elementary.materialize_test", + "macro_sql": "{% macro materialize_test() %}\n {% if not elementary.is_elementary_enabled() %}\n {% do return(none) %}\n {% endif %}\n\n {% if elementary.get_config_var(\"tests_use_temp_tables\") %}\n {% set temp_table_sql = elementary.create_test_result_temp_table() %}\n {% do context.update({\"sql\": temp_table_sql}) %}\n {% endif %}\n {% set flattened_test = elementary.flatten_test(model) %}\n {% set test_type_handler = elementary.get_test_type_handler(flattened_test) %}\n {% do test_type_handler(flattened_test) %}\n {% if elementary.get_config_var(\"calculate_failed_count\") %}\n {% set failed_row_count = elementary.get_failed_row_count(flattened_test) %}\n {% if failed_row_count is not none %}\n {% do elementary.get_cache(\"elementary_test_failed_row_counts\").update({model.unique_id: failed_row_count}) %}\n {% endif %}\n {% endif %}\n{% endmacro %}", + "depends_on": { + "macros": [ + "macro.elementary.is_elementary_enabled", + "macro.elementary.get_config_var", + "macro.elementary.create_test_result_temp_table", + "macro.elementary.flatten_test", + "macro.elementary.get_test_type_handler", + "macro.elementary.get_failed_row_count", + "macro.elementary.get_cache" + ] + }, + "description": "", + "meta": {}, + "docs": { "show": true, "node_color": null }, + "patch_path": null, + "arguments": [], + "created_at": 1699027426.106069, + "supported_languages": null + }, + "macro.elementary.materialization_test_default": { + "name": "materialization_test_default", + "resource_type": "macro", + "package_name": "elementary", + "path": "macros/edr/materializations/test/test.sql", + "original_file_path": "macros/edr/materializations/test/test.sql", + "unique_id": "macro.elementary.materialization_test_default", + "macro_sql": "{% materialization test, default %}\n {% do elementary.materialize_test() %}\n {{ return(dbt.materialization_test_default()) }}\n{% endmaterialization %}", + "depends_on": { + "macros": [ + "macro.elementary.materialize_test", + "macro.dbt.materialization_test_default" + ] + }, + "description": "", + "meta": {}, + "docs": { "show": true, "node_color": null }, + "patch_path": null, + "arguments": [], + "created_at": 1699027426.1062558, + "supported_languages": ["sql"] + }, + "macro.elementary.materialization_test_snowflake": { + "name": "materialization_test_snowflake", + "resource_type": "macro", + "package_name": "elementary", + "path": "macros/edr/materializations/test/test.sql", + "original_file_path": "macros/edr/materializations/test/test.sql", + "unique_id": "macro.elementary.materialization_test_snowflake", + "macro_sql": "{% materialization test, adapter=\"snowflake\" %}\n {% do elementary.materialize_test() %}\n {%- if dbt.materialization_test_snowflake -%}\n {{ return(dbt.materialization_test_snowflake()) }}\n {%- else -%}\n {{ return(dbt.materialization_test_default()) }}\n {%- endif -%}\n{% endmaterialization %}", + "depends_on": { + "macros": [ + "macro.elementary.materialize_test", + "macro.elementary.materialization_test_snowflake", + "macro.dbt.materialization_test_default" + ] + }, + "description": "", + "meta": {}, + "docs": { "show": true, "node_color": null }, + "patch_path": null, + "arguments": [], + "created_at": 1699027426.1065578, + "supported_languages": ["sql"] + }, + "macro.elementary.get_anomaly_test_result_row": { + "name": "get_anomaly_test_result_row", + "resource_type": "macro", + "package_name": "elementary", + "path": "macros/edr/materializations/test/test.sql", + "original_file_path": "macros/edr/materializations/test/test.sql", + "unique_id": "macro.elementary.get_anomaly_test_result_row", + "macro_sql": "{% macro get_anomaly_test_result_row(flattened_test, anomaly_scores_rows) %}\n {%- set latest_row = anomaly_scores_rows[-1] %}\n {%- set full_table_name = elementary.insensitive_get_dict_value(latest_row, 'full_table_name') %}\n {%- set test_unique_id = flattened_test.unique_id %}\n {%- set test_configuration = elementary.get_cache(test_unique_id) %}\n {%- set test_params = elementary.insensitive_get_dict_value(flattened_test, 'test_params') %}\n {%- do test_params.update(test_configuration) %}\n {%- set parent_model_unique_id = elementary.insensitive_get_dict_value(flattened_test, 'parent_model_unique_id') %}\n {%- set column_name = elementary.insensitive_get_dict_value(latest_row, 'column_name') %}\n {%- set metric_name = elementary.insensitive_get_dict_value(latest_row, 'metric_name') %}\n {%- set test_unique_id = elementary.insensitive_get_dict_value(latest_row, 'test_unique_id') %}\n {%- set has_anomaly_score = elementary.insensitive_get_dict_value(latest_row, 'anomaly_score') is not none %}\n {%- if not has_anomaly_score %}\n {% do elementary.edr_log(\"Not enough data to calculate anomaly scores on `{}`\".format(test_unique_id)) %}\n {% endif %}\n {%- set test_results_query -%}\n select * from ({{ sql }}) results\n where\n anomaly_score is not null and\n upper(full_table_name) = upper({{ elementary.const_as_string(full_table_name) }}) and\n metric_name = {{ elementary.const_as_string(metric_name) }}\n {%- if column_name %}\n and upper(column_name) = upper({{ elementary.const_as_string(column_name) }})\n {%- endif %}\n {%- endset -%}\n {% set test_results_description %}\n {% if has_anomaly_score %}\n {{ elementary.insensitive_get_dict_value(latest_row, 'anomaly_description') }}\n {% else %}\n Not enough data to calculate anomaly score.\n {% endif %}\n {% endset %}\n {% set failures = namespace(data=0) %}\n {% set filtered_anomaly_scores_rows = [] %}\n {% for row in anomaly_scores_rows %}\n {% if row.anomaly_score is not none %}\n {% do filtered_anomaly_scores_rows.append(row) %}\n {% if row.is_anomalous %}\n {% set failures.data = failures.data + 1 %}\n {% endif %}\n {% endif %}\n {% endfor %}\n {% set test_result_dict = {\n 'id': elementary.insensitive_get_dict_value(latest_row, 'id'),\n 'data_issue_id': elementary.insensitive_get_dict_value(latest_row, 'metric_id'),\n 'model_unique_id': parent_model_unique_id,\n 'column_name': column_name,\n 'test_type': 'anomaly_detection',\n 'test_sub_type': metric_name,\n 'test_results_description': test_results_description,\n 'other': elementary.insensitive_get_dict_value(latest_row, 'anomalous_value'),\n 'test_results_query': test_results_query,\n 'test_params': test_params,\n 'result_rows': filtered_anomaly_scores_rows,\n 'failures': failures.data\n } %}\n {% set elementary_test_row = elementary.get_dbt_test_result_row(flattened_test) %}\n {% do elementary_test_row.update(test_result_dict) %}\n {% do return(elementary_test_row) %}\n{% endmacro %}", + "depends_on": { + "macros": [ + "macro.elementary.insensitive_get_dict_value", + "macro.elementary.get_cache", + "macro.elementary.edr_log", + "macro.elementary.const_as_string", + "macro.elementary.get_dbt_test_result_row" + ] + }, + "description": "", + "meta": {}, + "docs": { "show": true, "node_color": null }, + "patch_path": null, + "arguments": [], + "created_at": 1699027426.109065, + "supported_languages": null + }, + "macro.elementary.get_schema_changes_test_result_row": { + "name": "get_schema_changes_test_result_row", + "resource_type": "macro", + "package_name": "elementary", + "path": "macros/edr/materializations/test/test.sql", + "original_file_path": "macros/edr/materializations/test/test.sql", + "unique_id": "macro.elementary.get_schema_changes_test_result_row", + "macro_sql": "{% macro get_schema_changes_test_result_row(flattened_test, schema_changes_row, schema_changes_rows) %}\n {% set elementary_test_row = elementary.get_dbt_test_result_row(flattened_test, schema_changes_rows) %}\n {% do elementary_test_row.update(schema_changes_row) %}\n {% do return(elementary_test_row) %}\n{% endmacro %}", + "depends_on": { + "macros": ["macro.elementary.get_dbt_test_result_row"] + }, + "description": "", + "meta": {}, + "docs": { "show": true, "node_color": null }, + "patch_path": null, + "arguments": [], + "created_at": 1699027426.109407, + "supported_languages": null + }, + "macro.elementary.get_dbt_test_result_row": { + "name": "get_dbt_test_result_row", + "resource_type": "macro", + "package_name": "elementary", + "path": "macros/edr/materializations/test/test.sql", + "original_file_path": "macros/edr/materializations/test/test.sql", + "unique_id": "macro.elementary.get_dbt_test_result_row", + "macro_sql": "{% macro get_dbt_test_result_row(flattened_test, result_rows=none) %}\n {% if not result_rows %}\n {% set result_rows = [] %}\n {% endif %}\n\n {% set test_execution_id = elementary.get_node_execution_id(flattened_test) %}\n {% set parent_model_unique_id = elementary.insensitive_get_dict_value(flattened_test, 'parent_model_unique_id') %}\n {% set parent_model = elementary.get_node(parent_model_unique_id) %}\n {% set parent_model_name = elementary.get_table_name_from_node(parent_model) %}\n {% set test_result_dict = {\n 'id': test_execution_id,\n 'data_issue_id': none,\n 'test_execution_id': test_execution_id,\n 'test_unique_id': elementary.insensitive_get_dict_value(flattened_test, 'unique_id'),\n 'model_unique_id': parent_model_unique_id,\n 'detected_at': elementary.insensitive_get_dict_value(flattened_test, 'generated_at'),\n 'database_name': elementary.insensitive_get_dict_value(flattened_test, 'database_name'),\n 'schema_name': elementary.insensitive_get_dict_value(flattened_test, 'schema_name'),\n 'table_name': parent_model_name,\n 'column_name': elementary.insensitive_get_dict_value(flattened_test, 'test_column_name'),\n 'test_type': elementary.get_test_type(flattened_test),\n 'test_sub_type': elementary.insensitive_get_dict_value(flattened_test, 'type'),\n 'other': none,\n 'owners': elementary.insensitive_get_dict_value(flattened_test, 'model_owners'),\n 'tags': elementary.insensitive_get_dict_value(flattened_test, 'model_tags') + elementary.insensitive_get_dict_value(flattened_test, 'tags'),\n 'test_results_query': elementary.get_compiled_code(flattened_test),\n 'test_name': elementary.insensitive_get_dict_value(flattened_test, 'name'),\n 'test_params': elementary.insensitive_get_dict_value(flattened_test, 'test_params'),\n 'severity': elementary.insensitive_get_dict_value(flattened_test, 'severity'),\n 'test_short_name': elementary.insensitive_get_dict_value(flattened_test, 'short_name'),\n 'test_alias': elementary.insensitive_get_dict_value(flattened_test, 'alias'),\n 'result_rows': result_rows\n }%}\n {% do return(test_result_dict) %}\n{% endmacro %}", + "depends_on": { + "macros": [ + "macro.elementary.get_node_execution_id", + "macro.elementary.insensitive_get_dict_value", + "macro.elementary.get_node", + "macro.elementary.get_table_name_from_node", + "macro.elementary.get_test_type", + "macro.elementary.get_compiled_code" + ] + }, + "description": "", + "meta": {}, + "docs": { "show": true, "node_color": null }, + "patch_path": null, + "arguments": [], + "created_at": 1699027426.111182, + "supported_languages": null + }, + "macro.elementary.get_failed_row_count": { + "name": "get_failed_row_count", + "resource_type": "macro", + "package_name": "elementary", + "path": "macros/edr/materializations/test/failed_row_count.sql", + "original_file_path": "macros/edr/materializations/test/failed_row_count.sql", + "unique_id": "macro.elementary.get_failed_row_count", + "macro_sql": "{% macro get_failed_row_count(flattened_test) %}\n {% set failed_row_count_query = elementary.get_failed_row_count_query(flattened_test) %}\n {% if failed_row_count_query %}\n {% set result_count = elementary.result_value(failed_row_count_query) %}\n {% do return(result_count) %}\n {% endif %}\n {% do return(none) %}\n{% endmacro %}", + "depends_on": { + "macros": [ + "macro.elementary.get_failed_row_count_query", + "macro.elementary.result_value" + ] + }, + "description": "", + "meta": {}, + "docs": { "show": true, "node_color": null }, + "patch_path": null, + "arguments": [], + "created_at": 1699027426.112149, + "supported_languages": null + }, + "macro.elementary.get_failed_row_count_query": { + "name": "get_failed_row_count_query", + "resource_type": "macro", + "package_name": "elementary", + "path": "macros/edr/materializations/test/failed_row_count.sql", + "original_file_path": "macros/edr/materializations/test/failed_row_count.sql", + "unique_id": "macro.elementary.get_failed_row_count_query", + "macro_sql": "{% macro get_failed_row_count_query(flattened_test) %}\n {% set failed_row_count_calc = elementary.get_failed_row_count_calc(flattened_test) %}\n {% if failed_row_count_calc %}\n {% set failed_row_count_query = elementary.get_failed_row_count_calc_query(failed_row_count_calc) %}\n {% do return(failed_row_count_query) %}\n {% endif %}\n {% do return(none) %}\n{% endmacro %}", + "depends_on": { + "macros": [ + "macro.elementary.get_failed_row_count_calc", + "macro.elementary.get_failed_row_count_calc_query" + ] + }, + "description": "", + "meta": {}, + "docs": { "show": true, "node_color": null }, + "patch_path": null, + "arguments": [], + "created_at": 1699027426.1125062, + "supported_languages": null + }, + "macro.elementary.get_failed_row_count_calc": { + "name": "get_failed_row_count_calc", + "resource_type": "macro", + "package_name": "elementary", + "path": "macros/edr/materializations/test/failed_row_count.sql", + "original_file_path": "macros/edr/materializations/test/failed_row_count.sql", + "unique_id": "macro.elementary.get_failed_row_count_calc", + "macro_sql": "{% macro get_failed_row_count_calc(flattened_test) %}\n {% if \"failed_row_count_calc\" in flattened_test[\"meta\"] %}\n {% do return(flattened_test[\"meta\"][\"failed_row_count_calc\"]) %}\n {% endif %}\n {% set common_test_config = elementary.get_common_test_config(flattened_test) %}\n {% if common_test_config %}\n {% do return(common_test_config.get(\"failed_row_count_calc\")) %}\n {% endif %}\n {% do return(none) %}\n{% endmacro %}", + "depends_on": { + "macros": ["macro.elementary.get_common_test_config"] + }, + "description": "", + "meta": {}, + "docs": { "show": true, "node_color": null }, + "patch_path": null, + "arguments": [], + "created_at": 1699027426.113033, + "supported_languages": null + }, + "macro.elementary.get_failed_row_count_calc_query": { + "name": "get_failed_row_count_calc_query", + "resource_type": "macro", + "package_name": "elementary", + "path": "macros/edr/materializations/test/failed_row_count.sql", + "original_file_path": "macros/edr/materializations/test/failed_row_count.sql", + "unique_id": "macro.elementary.get_failed_row_count_calc_query", + "macro_sql": "{% macro get_failed_row_count_calc_query(failed_row_count_calc) %}\n with results as (\n {{ sql }}\n )\n select {{ failed_row_count_calc }} as count from results\n{% endmacro %}", + "depends_on": { "macros": [] }, + "description": "", + "meta": {}, + "docs": { "show": true, "node_color": null }, + "patch_path": null, + "arguments": [], + "created_at": 1699027426.113159, + "supported_languages": null + }, + "macro.elementary.query_table_metrics": { + "name": "query_table_metrics", + "resource_type": "macro", + "package_name": "elementary", + "path": "macros/edr/materializations/model/metrics.sql", + "original_file_path": "macros/edr/materializations/model/metrics.sql", + "unique_id": "macro.elementary.query_table_metrics", + "macro_sql": "{% macro query_table_metrics() %}\n {% set query %}\n select\n {{ modules.datetime.datetime.utcnow().timestamp() }} as build_timestamp,\n count(*) as row_count\n from {{ this }}\n {% endset %}\n\n {% set metrics = [] %}\n {% for metric_column in elementary.run_query(query).columns %}\n {% set metric_name = metric_column.name %}\n {% set metric_value = metric_column[0] %}\n {% do metrics.append({\n \"id\": \"{}.{}\".format(invocation_id, this),\n \"full_table_name\": elementary.relation_to_full_name(this),\n \"column_name\": none,\n \"metric_name\": metric_name,\n \"metric_value\": metric_value,\n \"updated_at\": elementary.datetime_now_utc_as_string()\n }) %}\n {% endfor %}\n {% do return(metrics) %}\n{% endmacro %}", + "depends_on": { + "macros": [ + "macro.elementary.run_query", + "macro.elementary.relation_to_full_name", + "macro.elementary.datetime_now_utc_as_string" + ] + }, + "description": "", + "meta": {}, + "docs": { "show": true, "node_color": null }, + "patch_path": null, + "arguments": [], + "created_at": 1699027426.114552, + "supported_languages": null + }, + "macro.elementary.can_query_metrics": { + "name": "can_query_metrics", + "resource_type": "macro", + "package_name": "elementary", + "path": "macros/edr/materializations/model/metrics.sql", + "original_file_path": "macros/edr/materializations/model/metrics.sql", + "unique_id": "macro.elementary.can_query_metrics", + "macro_sql": "{% macro can_query_metrics() %}\n {% if not elementary.get_config_var('collect_metrics') %}\n {% do return(false) %}\n {% endif %}\n\n {% if model.config.require_partition_filter %}\n {% do return(false) %}\n {% endif %}\n\n {% do return(true) %}\n{% endmacro %}", + "depends_on": { "macros": ["macro.elementary.get_config_var"] }, + "description": "", + "meta": {}, + "docs": { "show": true, "node_color": null }, + "patch_path": null, + "arguments": [], + "created_at": 1699027426.1148958, + "supported_languages": null + }, + "macro.elementary.query_metrics": { + "name": "query_metrics", + "resource_type": "macro", + "package_name": "elementary", + "path": "macros/edr/materializations/model/metrics.sql", + "original_file_path": "macros/edr/materializations/model/metrics.sql", + "unique_id": "macro.elementary.query_metrics", + "macro_sql": "{% macro query_metrics() %}\n {% if not elementary.can_query_metrics() %}\n {% do return([]) %}\n {% endif %}\n\n {% do return(elementary.query_table_metrics()) %}\n{% endmacro %}", + "depends_on": { + "macros": [ + "macro.elementary.can_query_metrics", + "macro.elementary.query_table_metrics" + ] + }, + "description": "", + "meta": {}, + "docs": { "show": true, "node_color": null }, + "patch_path": null, + "arguments": [], + "created_at": 1699027426.115146, + "supported_languages": null + }, + "macro.elementary.cache_metrics": { + "name": "cache_metrics", + "resource_type": "macro", + "package_name": "elementary", + "path": "macros/edr/materializations/model/metrics.sql", + "original_file_path": "macros/edr/materializations/model/metrics.sql", + "unique_id": "macro.elementary.cache_metrics", + "macro_sql": "{% macro cache_metrics(metrics) %}\n {% do elementary.get_cache(\"tables\").get(\"metrics\").get(\"rows\").extend(metrics) %}\n{% endmacro %}", + "depends_on": { "macros": ["macro.elementary.get_cache"] }, + "description": "", + "meta": {}, + "docs": { "show": true, "node_color": null }, + "patch_path": null, + "arguments": [], + "created_at": 1699027426.115354, + "supported_languages": null + }, + "macro.elementary.materialization_table_default": { + "name": "materialization_table_default", + "resource_type": "macro", + "package_name": "elementary", + "path": "macros/edr/materializations/model/table.sql", + "original_file_path": "macros/edr/materializations/model/table.sql", + "unique_id": "macro.elementary.materialization_table_default", + "macro_sql": "{% materialization table, default %}\n {% set relations = dbt.materialization_table_default.call_macro() %}\n {% if not elementary.is_elementary_enabled() %}\n {% do return(relations) %}\n {% endif %}\n\n {% set metrics = elementary.query_metrics() %}\n {% do elementary.cache_metrics(metrics) %}\n {% do return(relations) %}\n{% endmaterialization %}", + "depends_on": { + "macros": [ + "macro.elementary.is_elementary_enabled", + "macro.elementary.query_metrics", + "macro.elementary.cache_metrics" + ] + }, + "description": "", + "meta": {}, + "docs": { "show": true, "node_color": null }, + "patch_path": null, + "arguments": [], + "created_at": 1699027426.11696, + "supported_languages": ["sql"] + }, + "macro.elementary.materialization_table_snowflake": { + "name": "materialization_table_snowflake", + "resource_type": "macro", + "package_name": "elementary", + "path": "macros/edr/materializations/model/table.sql", + "original_file_path": "macros/edr/materializations/model/table.sql", + "unique_id": "macro.elementary.materialization_table_snowflake", + "macro_sql": "{% materialization table, adapter=\"snowflake\", supported_languages=[\"sql\", \"python\"] %}\n {% set relations = dbt.materialization_table_snowflake.call_macro() %}\n {% if not elementary.is_elementary_enabled() %}\n {% do return(relations) %}\n {% endif %}\n\n {% set metrics = elementary.query_metrics() %}\n {% do elementary.cache_metrics(metrics) %}\n {% do return(relations) %}\n{% endmaterialization %}", + "depends_on": { + "macros": [ + "macro.elementary.is_elementary_enabled", + "macro.elementary.query_metrics", + "macro.elementary.cache_metrics" + ] + }, + "description": "", + "meta": {}, + "docs": { "show": true, "node_color": null }, + "patch_path": null, + "arguments": [], + "created_at": 1699027426.117424, + "supported_languages": ["sql", "python"] + }, + "macro.elementary.materialization_table_bigquery": { + "name": "materialization_table_bigquery", + "resource_type": "macro", + "package_name": "elementary", + "path": "macros/edr/materializations/model/table.sql", + "original_file_path": "macros/edr/materializations/model/table.sql", + "unique_id": "macro.elementary.materialization_table_bigquery", + "macro_sql": "{% materialization table, adapter=\"bigquery\", supported_languages=[\"sql\", \"python\"] %}\n {% set relations = dbt.materialization_table_bigquery.call_macro() %}\n {% if not elementary.is_elementary_enabled() %}\n {% do return(relations) %}\n {% endif %}\n\n {% set metrics = elementary.query_metrics() %}\n {% do elementary.cache_metrics(metrics) %}\n {% do return(relations) %}\n{% endmaterialization %}", + "depends_on": { + "macros": [ + "macro.elementary.is_elementary_enabled", + "macro.elementary.query_metrics", + "macro.elementary.cache_metrics" + ] + }, + "description": "", + "meta": {}, + "docs": { "show": true, "node_color": null }, + "patch_path": null, + "arguments": [], + "created_at": 1699027426.117887, + "supported_languages": ["sql", "python"] + }, + "macro.elementary.materialization_table_spark": { + "name": "materialization_table_spark", + "resource_type": "macro", + "package_name": "elementary", + "path": "macros/edr/materializations/model/table.sql", + "original_file_path": "macros/edr/materializations/model/table.sql", + "unique_id": "macro.elementary.materialization_table_spark", + "macro_sql": "{% materialization table, adapter=\"spark\", supported_languages=[\"sql\", \"python\"] %}\n {% set relations = dbt.materialization_table_spark.call_macro() %}\n {% if not elementary.is_elementary_enabled() %}\n {% do return(relations) %}\n {% endif %}\n\n {% set metrics = elementary.query_metrics() %}\n {% do elementary.cache_metrics(metrics) %}\n {% do return(relations) %}\n{% endmaterialization %}", + "depends_on": { + "macros": [ + "macro.elementary.is_elementary_enabled", + "macro.elementary.query_metrics", + "macro.elementary.cache_metrics" + ] + }, + "description": "", + "meta": {}, + "docs": { "show": true, "node_color": null }, + "patch_path": null, + "arguments": [], + "created_at": 1699027426.118346, + "supported_languages": ["sql", "python"] + }, + "macro.elementary.materialization_table_databricks": { + "name": "materialization_table_databricks", + "resource_type": "macro", + "package_name": "elementary", + "path": "macros/edr/materializations/model/table.sql", + "original_file_path": "macros/edr/materializations/model/table.sql", + "unique_id": "macro.elementary.materialization_table_databricks", + "macro_sql": "{% materialization table, adapter=\"databricks\", supported_languages=[\"sql\", \"python\"] %}\n {% set relations = dbt.materialization_table_databricks.call_macro() %}\n {% if not elementary.is_elementary_enabled() %}\n {% do return(relations) %}\n {% endif %}\n\n {% set metrics = elementary.query_metrics() %}\n {% do elementary.cache_metrics(metrics) %}\n {% do return(relations) %}\n{% endmaterialization %}", + "depends_on": { + "macros": [ + "macro.elementary.is_elementary_enabled", + "macro.elementary.query_metrics", + "macro.elementary.cache_metrics" + ] + }, + "description": "", + "meta": {}, + "docs": { "show": true, "node_color": null }, + "patch_path": null, + "arguments": [], + "created_at": 1699027426.1188421, + "supported_languages": ["sql", "python"] + }, + "macro.elementary.materialization_incremental_default": { + "name": "materialization_incremental_default", + "resource_type": "macro", + "package_name": "elementary", + "path": "macros/edr/materializations/model/incremental.sql", + "original_file_path": "macros/edr/materializations/model/incremental.sql", + "unique_id": "macro.elementary.materialization_incremental_default", + "macro_sql": "{% materialization incremental, default %}\n {% set relations = dbt.materialization_incremental_default.call_macro() %}\n {% if not elementary.is_elementary_enabled() %}\n {% do return(relations) %}\n {% endif %}\n\n {% set metrics = elementary.query_metrics() %}\n {% do elementary.cache_metrics(metrics) %}\n {% do return(relations) %}\n{% endmaterialization %}", + "depends_on": { + "macros": [ + "macro.elementary.is_elementary_enabled", + "macro.elementary.query_metrics", + "macro.elementary.cache_metrics" + ] + }, + "description": "", + "meta": {}, + "docs": { "show": true, "node_color": null }, + "patch_path": null, + "arguments": [], + "created_at": 1699027426.12039, + "supported_languages": ["sql"] + }, + "macro.elementary.materialization_incremental_snowflake": { + "name": "materialization_incremental_snowflake", + "resource_type": "macro", + "package_name": "elementary", + "path": "macros/edr/materializations/model/incremental.sql", + "original_file_path": "macros/edr/materializations/model/incremental.sql", + "unique_id": "macro.elementary.materialization_incremental_snowflake", + "macro_sql": "{% materialization incremental, adapter=\"snowflake\", supported_languages=[\"sql\", \"python\"] %}\n {% set relations = dbt.materialization_incremental_snowflake.call_macro() %}\n {% if not elementary.is_elementary_enabled() %}\n {% do return(relations) %}\n {% endif %}\n\n {% set metrics = elementary.query_metrics() %}\n {% do elementary.cache_metrics(metrics) %}\n {% do return(relations) %}\n{% endmaterialization %}", + "depends_on": { + "macros": [ + "macro.elementary.is_elementary_enabled", + "macro.elementary.query_metrics", + "macro.elementary.cache_metrics" + ] + }, + "description": "", + "meta": {}, + "docs": { "show": true, "node_color": null }, + "patch_path": null, + "arguments": [], + "created_at": 1699027426.120909, + "supported_languages": ["sql", "python"] + }, + "macro.elementary.materialization_incremental_bigquery": { + "name": "materialization_incremental_bigquery", + "resource_type": "macro", + "package_name": "elementary", + "path": "macros/edr/materializations/model/incremental.sql", + "original_file_path": "macros/edr/materializations/model/incremental.sql", + "unique_id": "macro.elementary.materialization_incremental_bigquery", + "macro_sql": "{% materialization incremental, adapter=\"bigquery\", supported_languages=[\"sql\", \"python\"] %}\n {% set relations = dbt.materialization_incremental_bigquery.call_macro() %}\n {% if not elementary.is_elementary_enabled() %}\n {% do return(relations) %}\n {% endif %}\n\n {% set metrics = elementary.query_metrics() %}\n {% do elementary.cache_metrics(metrics) %}\n {% do return(relations) %}\n{% endmaterialization %}", + "depends_on": { + "macros": [ + "macro.elementary.is_elementary_enabled", + "macro.elementary.query_metrics", + "macro.elementary.cache_metrics" + ] + }, + "description": "", + "meta": {}, + "docs": { "show": true, "node_color": null }, + "patch_path": null, + "arguments": [], + "created_at": 1699027426.121374, + "supported_languages": ["sql", "python"] + }, + "macro.elementary.materialization_incremental_spark": { + "name": "materialization_incremental_spark", + "resource_type": "macro", + "package_name": "elementary", + "path": "macros/edr/materializations/model/incremental.sql", + "original_file_path": "macros/edr/materializations/model/incremental.sql", + "unique_id": "macro.elementary.materialization_incremental_spark", + "macro_sql": "{% materialization incremental, adapter=\"spark\", supported_languages=[\"sql\", \"python\"] %}\n {% set relations = dbt.materialization_incremental_spark.call_macro() %}\n {% if not elementary.is_elementary_enabled() %}\n {% do return(relations) %}\n {% endif %}\n\n {% set metrics = elementary.query_metrics() %}\n {% do elementary.cache_metrics(metrics) %}\n {% do return(relations) %}\n{% endmaterialization %}", + "depends_on": { + "macros": [ + "macro.elementary.is_elementary_enabled", + "macro.elementary.query_metrics", + "macro.elementary.cache_metrics" + ] + }, + "description": "", + "meta": {}, + "docs": { "show": true, "node_color": null }, + "patch_path": null, + "arguments": [], + "created_at": 1699027426.121894, + "supported_languages": ["sql", "python"] + }, + "macro.elementary.materialization_incremental_databricks": { + "name": "materialization_incremental_databricks", + "resource_type": "macro", + "package_name": "elementary", + "path": "macros/edr/materializations/model/incremental.sql", + "original_file_path": "macros/edr/materializations/model/incremental.sql", + "unique_id": "macro.elementary.materialization_incremental_databricks", + "macro_sql": "{% materialization incremental, adapter=\"databricks\", supported_languages=[\"sql\", \"python\"] %}\n {% set relations = dbt.materialization_incremental_databricks.call_macro() %}\n {% if not elementary.is_elementary_enabled() %}\n {% do return(relations) %}\n {% endif %}\n\n {% set metrics = elementary.query_metrics() %}\n {% do elementary.cache_metrics(metrics) %}\n {% do return(relations) %}\n{% endmaterialization %}", + "depends_on": { + "macros": [ + "macro.elementary.is_elementary_enabled", + "macro.elementary.query_metrics", + "macro.elementary.cache_metrics" + ] + }, + "description": "", + "meta": {}, + "docs": { "show": true, "node_color": null }, + "patch_path": null, + "arguments": [], + "created_at": 1699027426.12238, + "supported_languages": ["sql", "python"] + }, + "macro.elementary.test_schema_changes_from_baseline": { + "name": "test_schema_changes_from_baseline", + "resource_type": "macro", + "package_name": "elementary", + "path": "macros/edr/tests/test_schema_changes_from_baseline.sql", + "original_file_path": "macros/edr/tests/test_schema_changes_from_baseline.sql", + "unique_id": "macro.elementary.test_schema_changes_from_baseline", + "macro_sql": "{% test schema_changes_from_baseline(model, fail_on_added=False, enforce_types=False) %}\n -- depends_on: {{ ref('schema_columns_snapshot') }}\n -- depends_on: {{ ref('filtered_information_schema_columns') }}\n\n {%- if execute and flags.WHICH in ['test', 'build'] %}\n {% set model_relation = elementary.get_model_relation_for_test(model, context[\"model\"]) %}\n {% if not model_relation %}\n {{ exceptions.raise_compiler_error(\"Unsupported model: \" ~ model ~ \" (this might happen if you override 'ref' or 'source)\") }}\n {% endif %}\n\n {%- if elementary.is_ephemeral_model(model_relation) %}\n {{ exceptions.raise_compiler_error(\"The test is not supported for ephemeral models, model name: {}\".format(model_relation.identifier)) }}\n {%- endif %}\n\n {% set test_table_name = elementary.get_elementary_test_table_name() %}\n {% set database_name, schema_name = elementary.get_package_database_and_schema('elementary') %}\n {% set tests_schema_name = elementary.get_elementary_tests_schema(database_name, schema_name) %}\n\n {# Get baseline and store it in a table #}\n {% set baseline_columns = elementary.get_model_baseline_columns(model_relation, enforce_types=enforce_types) %}\n {% set baseline_table_relation = elementary.create_model_baseline_table(baseline_columns, database_name, schema_name, test_table_name) %}\n\n {% set full_table_name = elementary.relation_to_full_name(model_relation) %}\n {% set changes_from_baseline_query = elementary.get_column_changes_from_baseline_query(full_table_name, baseline_table_relation, include_added=fail_on_added) %}\n {{ changes_from_baseline_query }}\n {% else %}\n {# test must run an sql query #}\n {{ elementary.no_results_query() }}\n {% endif %}\n{% endtest %}", + "depends_on": { + "macros": [ + "macro.elementary.get_model_relation_for_test", + "macro.elementary.is_ephemeral_model", + "macro.elementary.get_elementary_test_table_name", + "macro.elementary.get_package_database_and_schema", + "macro.elementary.get_elementary_tests_schema", + "macro.elementary.get_model_baseline_columns", + "macro.elementary.create_model_baseline_table", + "macro.elementary.relation_to_full_name", + "macro.elementary.get_column_changes_from_baseline_query", + "macro.elementary.no_results_query" + ] + }, + "description": "", + "meta": {}, + "docs": { "show": true, "node_color": null }, + "patch_path": null, + "arguments": [], + "created_at": 1699027426.124128, + "supported_languages": null + }, + "macro.elementary.test_freshness_anomalies": { + "name": "test_freshness_anomalies", + "resource_type": "macro", + "package_name": "elementary", + "path": "macros/edr/tests/test_freshness_anomalies.sql", + "original_file_path": "macros/edr/tests/test_freshness_anomalies.sql", + "unique_id": "macro.elementary.test_freshness_anomalies", + "macro_sql": "{% test freshness_anomalies(model, timestamp_column, where_expression, anomaly_sensitivity, anomaly_direction, min_training_set_size, time_bucket, days_back, backfill_days, seasonality, sensitivity) %}\n -- depends_on: {{ ref('monitors_runs') }}\n -- depends_on: {{ ref('data_monitoring_metrics') }}\n -- depends_on: {{ ref('dbt_run_results') }}\n\n {{ elementary.test_table_anomalies(\n model=model,\n table_anomalies=[\"freshness\"],\n freshness_column=none,\n timestamp_column=timestamp_column,\n where_expression=where_expression,\n anomaly_sensitivity=anomaly_sensitivity,\n min_training_set_size=min_training_set_size,\n time_bucket=time_bucket,\n days_back=days_back,\n backfill_days=backfill_days,\n mandatory_params=['timestamp_column'],\n seasonality=seasonality,\n sensitivity=sensitivity\n )\n }}\n{% endtest %}", + "depends_on": { + "macros": ["macro.elementary.test_table_anomalies"] + }, + "description": "", + "meta": {}, + "docs": { "show": true, "node_color": null }, + "patch_path": null, + "arguments": [], + "created_at": 1699027426.124921, + "supported_languages": null + }, + "macro.elementary.test_all_columns_anomalies": { + "name": "test_all_columns_anomalies", + "resource_type": "macro", + "package_name": "elementary", + "path": "macros/edr/tests/test_all_columns_anomalies.sql", + "original_file_path": "macros/edr/tests/test_all_columns_anomalies.sql", + "unique_id": "macro.elementary.test_all_columns_anomalies", + "macro_sql": "{% test all_columns_anomalies(model, column_anomalies, exclude_prefix, exclude_regexp, timestamp_column, where_expression, anomaly_sensitivity, anomaly_direction, min_training_set_size, time_bucket, days_back, backfill_days, seasonality, sensitivity) %}\n -- depends_on: {{ ref('monitors_runs') }}\n -- depends_on: {{ ref('data_monitoring_metrics') }}\n -- depends_on: {{ ref('dbt_run_results') }}\n\n {%- if execute and flags.WHICH in ['test', 'build'] %}\n {% set model_relation = elementary.get_model_relation_for_test(model, context[\"model\"]) %}\n {% if not model_relation %}\n {{ exceptions.raise_compiler_error(\"Unsupported model: \" ~ model ~ \" (this might happen if you override 'ref' or 'source')\") }}\n {% endif %}\n\n {%- if elementary.is_ephemeral_model(model_relation) %}\n {{ exceptions.raise_compiler_error(\"The test is not supported for ephemeral models, model name: {}\".format(model_relation.identifier)) }}\n {%- endif %}\n\n {%- set test_table_name = elementary.get_elementary_test_table_name() %}\n {{- elementary.debug_log('collecting metrics for test: ' ~ test_table_name) }}\n {#- creates temp relation for test metrics -#}\n {%- set database_name, schema_name = elementary.get_package_database_and_schema('elementary') %}\n {% set tests_schema_name = elementary.get_elementary_tests_schema(database_name, schema_name) %}\n {%- set empty_table_query = elementary.empty_data_monitoring_metrics(with_created_at=false) %}\n {% set temp_table_relation = elementary.create_elementary_test_table(database_name, tests_schema_name, test_table_name, 'metrics', empty_table_query) %}\n\n {#- get table configuration -#}\n {%- set full_table_name = elementary.relation_to_full_name(model_relation) %}\n\n {%- set test_configuration, metric_properties = elementary.get_anomalies_test_configuration(model_relation=model_relation,\n timestamp_column=timestamp_column,\n where_expression=where_expression,\n anomaly_sensitivity=anomaly_sensitivity,\n anomaly_direction=anomaly_direction,\n min_training_set_size=min_training_set_size,\n time_bucket=time_bucket,\n days_back=days_back,\n backfill_days=backfill_days,\n seasonality=seasonality,\n sensitivity=sensitivity) %}\n {%- if not test_configuration %}\n {{ exceptions.raise_compiler_error(\"Failed to create test configuration dict for test `{}`\".format(test_table_name)) }}\n {%- endif %}\n {{ elementary.debug_log('test configuration - ' ~ test_configuration) }}\n\n {%- set column_objs_and_monitors = elementary.get_all_column_obj_and_monitors(model_relation, column_anomalies) -%}\n {#- execute table monitors and write to temp test table -#}\n {%- set monitors = [] %}\n {%- if column_objs_and_monitors | length > 0 %}\n {{- elementary.test_log('start', full_table_name, 'all columns') }}\n {%- for column_obj_and_monitors in column_objs_and_monitors %}\n {%- set column_obj = column_obj_and_monitors['column'] %}\n {%- set column_monitors = column_obj_and_monitors['monitors'] %}\n {%- set column_name = column_obj.name -%}\n {%- set ignore_column = elementary.should_ignore_column(column_name, exclude_regexp, exclude_prefix) -%}\n {%- if not ignore_column -%}\n {%- do monitors.extend(column_monitors) -%}\n {% if test_configuration.timestamp_column %}\n {%- set min_bucket_start, max_bucket_end = elementary.get_test_buckets_min_and_max(model_relation=model_relation,\n backfill_days=test_configuration.backfill_days,\n days_back=test_configuration.days_back,\n monitors=column_monitors,\n column_name=column_name,\n metric_properties=metric_properties) %}\n {%- endif %}\n {{ elementary.debug_log('min_bucket_start - ' ~ min_bucket_start) }}\n {{ elementary.test_log('start', full_table_name, column_name) }}\n {%- set column_monitoring_query = elementary.column_monitoring_query(model, model_relation, min_bucket_start, max_bucket_end, test_configuration.days_back, column_obj, column_monitors, metric_properties) %}\n {%- do elementary.run_query(elementary.insert_as_select(temp_table_relation, column_monitoring_query)) -%}\n {%- else -%}\n {{ elementary.debug_log('column ' ~ column_name ~ ' is excluded') }}\n {%- endif -%}\n {%- endfor %}\n {%- endif %}\n {%- set all_columns_monitors = monitors | unique | list %}\n {#- query if there is an anomaly in recent metrics -#}\n {%- set anomaly_scores_query = elementary.get_anomaly_scores_query(test_metrics_table_relation=temp_table_relation,\n model_relation=model_relation,\n test_configuration=test_configuration,\n monitors=all_columns_monitors,\n columns_only=true,\n metric_properties=metric_properties) %}\n\n {% set anomaly_scores_test_table_relation = elementary.create_elementary_test_table(database_name, tests_schema_name, test_table_name, 'anomaly_scores', anomaly_scores_query) %}\n\n {{- elementary.test_log('end', full_table_name, 'all columns') }}\n\n {{ elementary.get_read_anomaly_scores_query() }}\n\n {%- else %}\n\n {#- test must run an sql query -#}\n {{- elementary.no_results_query() }}\n\n {%- endif %}\n{% endtest %}", + "depends_on": { + "macros": [ + "macro.elementary.get_model_relation_for_test", + "macro.elementary.is_ephemeral_model", + "macro.elementary.get_elementary_test_table_name", + "macro.elementary.debug_log", + "macro.elementary.get_package_database_and_schema", + "macro.elementary.get_elementary_tests_schema", + "macro.elementary.empty_data_monitoring_metrics", + "macro.elementary.create_elementary_test_table", + "macro.elementary.relation_to_full_name", + "macro.elementary.get_anomalies_test_configuration", + "macro.elementary.get_all_column_obj_and_monitors", + "macro.elementary.test_log", + "macro.elementary.should_ignore_column", + "macro.elementary.get_test_buckets_min_and_max", + "macro.elementary.column_monitoring_query", + "macro.elementary.run_query", + "macro.elementary.insert_as_select", + "macro.elementary.get_anomaly_scores_query", + "macro.elementary.get_read_anomaly_scores_query", + "macro.elementary.no_results_query" + ] + }, + "description": "", + "meta": {}, + "docs": { "show": true, "node_color": null }, + "patch_path": null, + "arguments": [], + "created_at": 1699027426.132959, + "supported_languages": null + }, + "macro.elementary.should_ignore_column": { + "name": "should_ignore_column", + "resource_type": "macro", + "package_name": "elementary", + "path": "macros/edr/tests/test_all_columns_anomalies.sql", + "original_file_path": "macros/edr/tests/test_all_columns_anomalies.sql", + "unique_id": "macro.elementary.should_ignore_column", + "macro_sql": "\n\n{%- macro should_ignore_column(column_name, exclude_regexp, exclude_prefix) -%}\n {%- set regex_module = modules.re -%}\n {%- if exclude_regexp -%}\n {%- set is_match = regex_module.match(exclude_regexp, column_name, regex_module.IGNORECASE) %}\n {%- if is_match -%}\n {{ return(True) }}\n {%- endif -%}\n {%- endif -%}\n {% if exclude_prefix %}\n {%- set exclude_regexp = '^' ~ exclude_prefix ~ '.*' %}\n {%- set is_match = regex_module.match(exclude_regexp, column_name, regex_module.IGNORECASE) %}\n {%- if is_match -%}\n {{ return(True) }}\n {%- endif -%}\n {%- endif -%}\n {{ return(False) }}\n{%- endmacro -%}", + "depends_on": { "macros": [] }, + "description": "", + "meta": {}, + "docs": { "show": true, "node_color": null }, + "patch_path": null, + "arguments": [], + "created_at": 1699027426.133645, + "supported_languages": null + }, + "macro.elementary.test_json_schema": { + "name": "test_json_schema", + "resource_type": "macro", + "package_name": "elementary", + "path": "macros/edr/tests/test_json_schema.sql", + "original_file_path": "macros/edr/tests/test_json_schema.sql", + "unique_id": "macro.elementary.test_json_schema", + "macro_sql": "{% test json_schema(model, column_name, where_expression) %}\n {{ config(fail_calc = 'fail_count') }}\n\n {% if not execute %}\n {% do return(none) %}\n {% endif %}\n\n {% if model is string %}\n {{ exceptions.raise_compiler_error(\"Unsupported model: \" ~ model ~ \" (this might happen if you provide a 'where' parameter to the test or override 'ref' or 'source')\") }}\n {% endif %}\n\n {% if not elementary.column_exists_in_relation(model, column_name) %}\n {% do exceptions.raise_compiler_error(\"Column '{}' does not exist in node '{}'!\".format(column_name, model.name)) %}\n {% endif %}\n {% if not kwargs %}\n {% do exceptions.raise_compiler_error(\"A json schema must be supplied as a part of the test!\") %}\n {% endif %}\n\n {{ elementary.test_python(model, elementary.json_schema_python_test, {'column_name': column_name, 'json_schema': kwargs}, where_expression,\n packages=['jsonschema']) }}\n{% endtest %}", + "depends_on": { + "macros": [ + "macro.elementary.column_exists_in_relation", + "macro.elementary.test_python" + ] + }, + "description": "", + "meta": {}, + "docs": { "show": true, "node_color": null }, + "patch_path": null, + "arguments": [], + "created_at": 1699027426.135305, + "supported_languages": null + }, + "macro.elementary.json_schema_python_test": { + "name": "json_schema_python_test", + "resource_type": "macro", + "package_name": "elementary", + "path": "macros/edr/tests/test_json_schema.sql", + "original_file_path": "macros/edr/tests/test_json_schema.sql", + "unique_id": "macro.elementary.json_schema_python_test", + "macro_sql": "{% macro json_schema_python_test(args) %}\nimport json\nimport jsonschema\n\ndef is_valid_json(val, json_schema):\n try:\n jsonschema.validate(json.loads(val), json_schema)\n return True\n except (json.JSONDecodeError, jsonschema.ValidationError):\n return False\n\ndef get_column_name_in_df(df, column_name):\n matching = [col for col in df.columns if col.lower() == column_name.lower()]\n if len(matching) > 1:\n # Case matters, switch to case-sensitive match\n matching = [col for col in df.columns if col == column_name]\n\n if len(matching) == 0:\n raise Exception(\"No column with the name: {}\".format(col))\n return matching[0]\n\ndef test(model_df, ref, session):\n raw_json_schema = r\"\"\"{{ args.json_schema if args.json_schema is string else tojson(args.json_schema) }}\"\"\"\n json_schema = json.loads(raw_json_schema)\n\n model_df = model_df.toPandas()\n column_name = get_column_name_in_df(model_df, \"{{ args.column_name }}\")\n model_df[\"is_valid_json\"] = model_df[column_name].apply(lambda val: is_valid_json(val, json_schema))\n\n return model_df[model_df.is_valid_json == False]\n{% endmacro %}", + "depends_on": { "macros": [] }, + "description": "", + "meta": {}, + "docs": { "show": true, "node_color": null }, + "patch_path": null, + "arguments": [], + "created_at": 1699027426.135586, + "supported_languages": null + }, + "macro.elementary.test_volume_anomalies": { + "name": "test_volume_anomalies", + "resource_type": "macro", + "package_name": "elementary", + "path": "macros/edr/tests/test_volume_anomalies.sql", + "original_file_path": "macros/edr/tests/test_volume_anomalies.sql", + "unique_id": "macro.elementary.test_volume_anomalies", + "macro_sql": "{% test volume_anomalies(model, timestamp_column, where_expression, anomaly_sensitivity, anomaly_direction, min_training_set_size, time_bucket, days_back, backfill_days, seasonality, sensitivity) %}\n -- depends_on: {{ ref('monitors_runs') }}\n -- depends_on: {{ ref('data_monitoring_metrics') }}\n -- depends_on: {{ ref('dbt_run_results') }}\n\n {{ elementary.test_table_anomalies(\n model=model,\n table_anomalies=[\"row_count\"],\n freshness_column=none,\n timestamp_column=timestamp_column,\n where_expression=where_expression,\n anomaly_sensitivity=anomaly_sensitivity,\n anomaly_direction=anomaly_direction,\n min_training_set_size=min_training_set_size,\n time_bucket=time_bucket,\n days_back=days_back,\n backfill_days=backfill_days,\n seasonality=seasonality,\n sensitivity=sensitivity\n )\n }}\n{% endtest %}", + "depends_on": { + "macros": ["macro.elementary.test_table_anomalies"] + }, + "description": "", + "meta": {}, + "docs": { "show": true, "node_color": null }, + "patch_path": null, + "arguments": [], + "created_at": 1699027426.136446, + "supported_languages": null + }, + "macro.elementary.test_dimension_anomalies": { + "name": "test_dimension_anomalies", + "resource_type": "macro", + "package_name": "elementary", + "path": "macros/edr/tests/test_dimension_anomalies.sql", + "original_file_path": "macros/edr/tests/test_dimension_anomalies.sql", + "unique_id": "macro.elementary.test_dimension_anomalies", + "macro_sql": "{% test dimension_anomalies(model, dimensions, timestamp_column, where_expression, anomaly_sensitivity, anomaly_direction, min_training_set_size, time_bucket, days_back, backfill_days, seasonality, sensitivity) %}\n -- depends_on: {{ ref('monitors_runs') }}\n -- depends_on: {{ ref('data_monitoring_metrics') }}\n -- depends_on: {{ ref('dbt_run_results') }}\n\n {%- if execute and flags.WHICH in ['test', 'build'] %}\n {% set model_relation = elementary.get_model_relation_for_test(model, context[\"model\"]) %}\n {% if not model_relation %}\n {{ exceptions.raise_compiler_error(\"Unsupported model: \" ~ model ~ \" (this might happen if you override 'ref' or 'source')\") }}\n {% endif %}\n\n {%- if elementary.is_ephemeral_model(model_relation) %}\n {{ exceptions.raise_compiler_error(\"The test is not supported for ephemeral models, model name: {}\".format(model_relation.identifier)) }}\n {%- endif %}\n {%- set mandatory_params = ['dimensions'] %}\n\n {% set test_table_name = elementary.get_elementary_test_table_name() %}\n {{ elementary.debug_log('collecting metrics for test: ' ~ test_table_name) }}\n {#- creates temp relation for test metrics -#}\n {% set database_name, schema_name = elementary.get_package_database_and_schema('elementary') %}\n {% set tests_schema_name = elementary.get_elementary_tests_schema(database_name, schema_name) %}\n\n {#- get table configuration -#}\n {%- set full_table_name = elementary.relation_to_full_name(model_relation) %}\n\n {%- set test_configuration, metric_properties = elementary.get_anomalies_test_configuration(model_relation=model_relation,\n mandatory_params=mandatory_params,\n timestamp_column=timestamp_column,\n where_expression=where_expression,\n anomaly_sensitivity=anomaly_sensitivity,\n anomaly_direction=anomaly_direction,\n min_training_set_size=min_training_set_size,\n time_bucket=time_bucket,\n days_back=days_back,\n backfill_days=backfill_days,\n seasonality=seasonality,\n dimensions=dimensions,\n sensitivity=sensitivity) %}\n {%- if not test_configuration %}\n {{ exceptions.raise_compiler_error(\"Failed to create test configuration dict for test `{}`\".format(test_table_name)) }}\n {%- endif %}\n {{ elementary.debug_log('test configuration - ' ~ test_configuration) }}\n\n {%- set min_bucket_start, max_bucket_end = elementary.get_test_buckets_min_and_max(model_relation=model_relation,\n backfill_days=test_configuration.backfill_days,\n days_back=test_configuration.days_back,\n metric_properties=metric_properties) %}\n\n {{ elementary.debug_log('min_bucket_start - ' ~ min_bucket_start) }}\n {#- execute table monitors and write to temp test table -#}\n {{ elementary.test_log('start', full_table_name) }}\n\n {%- set dimension_monitoring_query = elementary.dimension_monitoring_query(model, model_relation, metric_properties.dimensions, min_bucket_start, max_bucket_end, test_configuration, metric_properties) %}\n {{ elementary.debug_log('dimension_monitoring_query - \\n' ~ dimension_monitoring_query) }}\n\n {% set temp_table_relation = elementary.create_elementary_test_table(database_name, tests_schema_name, test_table_name, 'metrics', dimension_monitoring_query) %}\n\n {#- calculate anomaly scores for metrics -#}\n {% set anomaly_scores_query = elementary.get_anomaly_scores_query(test_metrics_table_relation=temp_table_relation,\n model_relation=model_relation,\n test_configuration=test_configuration,\n monitors=['dimension'],\n metric_properties=metric_properties) %}\n\n {{ elementary.debug_log('dimension monitors anomaly scores query - \\n' ~ anomaly_scores_query) }}\n {% set anomaly_scores_test_table_relation = elementary.create_elementary_test_table(database_name, tests_schema_name, test_table_name, 'anomaly_scores', anomaly_scores_query) %}\n {{ elementary.test_log('end', full_table_name) }}\n\n {{ elementary.get_anomaly_query() }}\n\n {% else %}\n\n {# test must run an sql query #}\n {{ elementary.no_results_query() }}\n\n {% endif %}\n\n{% endtest %}", + "depends_on": { + "macros": [ + "macro.elementary.get_model_relation_for_test", + "macro.elementary.is_ephemeral_model", + "macro.elementary.get_elementary_test_table_name", + "macro.elementary.debug_log", + "macro.elementary.get_package_database_and_schema", + "macro.elementary.get_elementary_tests_schema", + "macro.elementary.relation_to_full_name", + "macro.elementary.get_anomalies_test_configuration", + "macro.elementary.get_test_buckets_min_and_max", + "macro.elementary.test_log", + "macro.elementary.dimension_monitoring_query", + "macro.elementary.create_elementary_test_table", + "macro.elementary.get_anomaly_scores_query", + "macro.elementary.get_anomaly_query", + "macro.elementary.no_results_query" + ] + }, + "description": "", + "meta": {}, + "docs": { "show": true, "node_color": null }, + "patch_path": null, + "arguments": [], + "created_at": 1699027426.141323, + "supported_languages": null + }, + "macro.elementary.test_python": { + "name": "test_python", + "resource_type": "macro", + "package_name": "elementary", + "path": "macros/edr/tests/python.sql", + "original_file_path": "macros/edr/tests/python.sql", + "unique_id": "macro.elementary.test_python", + "macro_sql": "{% test python(model, code_macro, macro_args, where_expression) %}\n {{ config(fail_calc = 'fail_count') }}\n\n {% if not execute %}\n {% do return(none) %}\n {% endif %}\n\n {% if model is string %}\n {{ exceptions.raise_compiler_error(\"Unsupported model: \" ~ model ~ \" (this might happen if you provide a 'where' parameter to the test or override 'ref' or 'source')\") }}\n {% endif %}\n\n {% if not code_macro %}\n {% do exceptions.raise_compiler_error('A `code_macro` must be provided to a Python test.') %}\n {% endif %}\n {% if not macro_args %}\n {% set macro_args = {} %}\n {% endif %}\n\n {% set test_args = kwargs %}\n {% set test_node = context.model %}\n {% set model_relation = model.quote(false, false, false) %}\n {% set elementary_database_name, elementary_schema_name = elementary.get_package_database_and_schema() %}\n {% set output_table = api.Relation.create(database=elementary_database_name, schema=elementary_schema_name,\n identifier='pytest_tmp__' ~ test_node.alias).quote(false, false, false) %}\n\n {# This affects where resources needed for python execution (e.g. stored procedures) are created.\n By default, dbt uses the audit schema (adds _dbt__test_audit to the model's schema).\n We prefer to change this behavior and use Elementary's database and schema instead (this also guarantees the test\n will work for sources).\n #}\n {% do test_node.update({'database': elementary_database_name, 'schema': elementary_schema_name}) %}\n\n {% do test_node.config.update(test_args) %}\n\n {% if code_macro is string %}\n {% set user_py_code_macro = context[code_macro] %}\n {% else %}\n {% set user_py_code_macro = code_macro %}\n {% endif %}\n\n {% if not user_py_code_macro %}\n {% do exceptions.raise_compiler_error('Unable to find the macro `' ~ code_macro ~ '`.') %}\n {% endif %}\n {% set user_py_code = user_py_code_macro(macro_args) %}\n {% set compiled_py_code = adapter.dispatch('compile_py_code', 'elementary')(model_relation, user_py_code,\n output_table, where_expression, code_type='test') %}\n\n {% do elementary.run_python(test_node, compiled_py_code) %}\n select fail_count from {{ output_table }}\n{% endtest %}", + "depends_on": { + "macros": [ + "macro.elementary.get_package_database_and_schema", + "macro.elementary.snowflake__compile_py_code", + "macro.elementary.run_python" + ] + }, + "description": "", + "meta": {}, + "docs": { "show": true, "node_color": null }, + "patch_path": null, + "arguments": [], + "created_at": 1699027426.144066, + "supported_languages": null + }, + "macro.elementary.test_schema_changes": { + "name": "test_schema_changes", + "resource_type": "macro", + "package_name": "elementary", + "path": "macros/edr/tests/test_schema_changes.sql", + "original_file_path": "macros/edr/tests/test_schema_changes.sql", + "unique_id": "macro.elementary.test_schema_changes", + "macro_sql": "{% test schema_changes(model) %}\n -- depends_on: {{ ref('schema_columns_snapshot') }}\n -- depends_on: {{ ref('filtered_information_schema_columns') }}\n\n {%- if execute and flags.WHICH in ['test', 'build'] %}\n {% set model_relation = elementary.get_model_relation_for_test(model, context[\"model\"]) %}\n {% if not model_relation %}\n {{ exceptions.raise_compiler_error(\"Unsupported model: \" ~ model ~ \" (this might happen if you override 'ref' or 'source')\") }}\n {% endif %}\n\n {%- if elementary.is_ephemeral_model(model_relation) %}\n {{ exceptions.raise_compiler_error(\"The test is not supported for ephemeral models, model name: {}\".format(model_relation.identifier)) }}\n {%- endif %}\n {% set test_table_name = elementary.get_elementary_test_table_name() %}\n {{ elementary.debug_log('collecting metrics for test: ' ~ test_table_name) }}\n {# creates temp relation for schema columns info #}\n {% set database_name, schema_name = elementary.get_package_database_and_schema('elementary') %}\n {% set tests_schema_name = elementary.get_elementary_tests_schema(database_name, schema_name) %}\n\n {#- get table configuration -#}\n {%- set full_table_name = elementary.relation_to_full_name(model_relation) %}\n\n {#- query current schema and write to temp test table -#}\n {{ elementary.edr_log('Started testing schema changes on:' ~ full_table_name) }}\n {%- set column_snapshot_query = elementary.get_columns_snapshot_query(full_table_name) %}\n {{ elementary.debug_log('column_snapshot_query - \\n' ~ column_snapshot_query) }}\n\n {% set temp_table_relation = elementary.create_elementary_test_table(database_name, tests_schema_name, test_table_name, 'schema_changes', column_snapshot_query) %}\n\n {# query if there were schema changes since last execution #}\n {% set schema_changes_alert_query = elementary.get_columns_changes_from_last_run_query(full_table_name, temp_table_relation) %}\n {{ elementary.debug_log('schema_changes_alert_query - \\n' ~ schema_changes_alert_query) }}\n {% set alerts_temp_table_relation = elementary.create_elementary_test_table(database_name, tests_schema_name, test_table_name, 'schema_changes_alerts', schema_changes_alert_query) %}\n {# return schema changes query as standard test query #}\n select * from {{ alerts_temp_table_relation }}\n\n {% else %}\n\n {# test must run an sql query #}\n {{ elementary.no_results_query() }}\n\n {% endif %}\n\n{% endtest %}", + "depends_on": { + "macros": [ + "macro.elementary.get_model_relation_for_test", + "macro.elementary.is_ephemeral_model", + "macro.elementary.get_elementary_test_table_name", + "macro.elementary.debug_log", + "macro.elementary.get_package_database_and_schema", + "macro.elementary.get_elementary_tests_schema", + "macro.elementary.relation_to_full_name", + "macro.elementary.edr_log", + "macro.elementary.get_columns_snapshot_query", + "macro.elementary.create_elementary_test_table", + "macro.elementary.get_columns_changes_from_last_run_query", + "macro.elementary.no_results_query" + ] + }, + "description": "", + "meta": {}, + "docs": { "show": true, "node_color": null }, + "patch_path": null, + "arguments": [], + "created_at": 1699027426.14623, + "supported_languages": null + }, + "macro.elementary.test_column_anomalies": { + "name": "test_column_anomalies", + "resource_type": "macro", + "package_name": "elementary", + "path": "macros/edr/tests/test_column_anomalies.sql", + "original_file_path": "macros/edr/tests/test_column_anomalies.sql", + "unique_id": "macro.elementary.test_column_anomalies", + "macro_sql": "{% test column_anomalies(model, column_name, column_anomalies, timestamp_column, where_expression, anomaly_sensitivity, anomaly_direction, min_training_set_size, time_bucket, days_back, backfill_days, seasonality, sensitivity) %}\n -- depends_on: {{ ref('monitors_runs') }}\n -- depends_on: {{ ref('data_monitoring_metrics') }}\n -- depends_on: {{ ref('dbt_run_results') }}\n\n {%- if execute and flags.WHICH in ['test', 'build'] %}\n {% set model_relation = elementary.get_model_relation_for_test(model, context[\"model\"]) %}\n {% if not model_relation %}\n {{ exceptions.raise_compiler_error(\"Unsupported model: \" ~ model ~ \" (this might happen if you override 'ref' or 'source')\") }}\n {% endif %}\n\n {%- if elementary.is_ephemeral_model(model_relation) %}\n {{ exceptions.raise_compiler_error(\"The test is not supported for ephemeral models, model name: {}\".format(model_relation.identifier)) }}\n {%- endif %}\n\n {% set test_table_name = elementary.get_elementary_test_table_name() %}\n {{ elementary.debug_log('collecting metrics for test: ' ~ test_table_name) }}\n {#- creates temp relation for test metrics -#}\n {% set database_name, schema_name = elementary.get_package_database_and_schema('elementary') %}\n {% set tests_schema_name = elementary.get_elementary_tests_schema(database_name, schema_name) %}\n\n {#- get table configuration -#}\n {%- set full_table_name = elementary.relation_to_full_name(model_relation) %}\n\n {%- set test_configuration, metric_properties = elementary.get_anomalies_test_configuration(model_relation=model_relation,\n timestamp_column=timestamp_column,\n where_expression=where_expression,\n anomaly_sensitivity=anomaly_sensitivity,\n anomaly_direction=anomaly_direction,\n min_training_set_size=min_training_set_size,\n time_bucket=time_bucket,\n days_back=days_back,\n backfill_days=backfill_days,\n seasonality=seasonality,\n sensitivity=sensitivity) %}\n {%- if not test_configuration %}\n {{ exceptions.raise_compiler_error(\"Failed to create test configuration dict for test `{}`\".format(test_table_name)) }}\n {%- endif %}\n {{ elementary.debug_log('test configuration - ' ~ test_configuration) }}\n\n {%- set column_obj_and_monitors = elementary.get_column_obj_and_monitors(model_relation, column_name, column_anomalies) -%}\n {%- if not column_obj_and_monitors -%}\n {{ exceptions.raise_compiler_error(\"Unable to find column `{}` in `{}`\".format(column_name, full_table_name)) }}\n {%- endif -%}\n {%- set column_monitors = column_obj_and_monitors['monitors'] -%}\n {%- set column_obj = column_obj_and_monitors['column'] -%}\n {{ elementary.debug_log('column_monitors - ' ~ column_monitors) }}\n\n {% if test_configuration.timestamp_column %}\n {%- set min_bucket_start, max_bucket_end = elementary.get_test_buckets_min_and_max(model_relation=model_relation,\n backfill_days=test_configuration.backfill_days,\n days_back=test_configuration.days_back,\n monitors=column_monitors,\n column_name=column_name,\n metric_properties=metric_properties) %}\n {%- endif %}\n {{ elementary.debug_log('min_bucket_start - ' ~ min_bucket_start) }}\n {#- execute table monitors and write to temp test table -#}\n {{ elementary.test_log('start', full_table_name, column_name) }}\n {%- set column_monitoring_query = elementary.column_monitoring_query(model,\n model_relation,\n min_bucket_start,\n max_bucket_end,\n test_configuration.days_back,\n column_obj,\n column_monitors,\n metric_properties) %}\n {{ elementary.debug_log('column_monitoring_query - \\n' ~ column_monitoring_query) }}\n {% set temp_table_relation = elementary.create_elementary_test_table(database_name, tests_schema_name, test_table_name, 'metrics', column_monitoring_query) %}\n\n {#- calculate anomaly scores for metrics -#}\n {%- set temp_table_name = elementary.relation_to_full_name(temp_table_relation) %}\n {% set anomaly_scores_query = elementary.get_anomaly_scores_query(test_metrics_table_relation=temp_table_relation,\n model_relation=model_relation,\n test_configuration=test_configuration,\n monitors=column_monitors,\n column_name=column_name,\n metric_properties=metric_properties\n ) %}\n\n {{ elementary.debug_log('anomaly_score_query - \\n' ~ anomaly_scores_query) }}\n {% set anomaly_scores_test_table_relation = elementary.create_elementary_test_table(database_name, tests_schema_name, test_table_name, 'anomaly_scores', anomaly_scores_query) %}\n {{ elementary.test_log('end', full_table_name, column_name) }}\n\n {{ elementary.get_read_anomaly_scores_query() }}\n\n {%- else %}\n\n {#- test must run an sql query -#}\n {{ elementary.no_results_query() }}\n\n {%- endif %}\n{% endtest %}", + "depends_on": { + "macros": [ + "macro.elementary.get_model_relation_for_test", + "macro.elementary.is_ephemeral_model", + "macro.elementary.get_elementary_test_table_name", + "macro.elementary.debug_log", + "macro.elementary.get_package_database_and_schema", + "macro.elementary.get_elementary_tests_schema", + "macro.elementary.relation_to_full_name", + "macro.elementary.get_anomalies_test_configuration", + "macro.elementary.get_column_obj_and_monitors", + "macro.elementary.get_test_buckets_min_and_max", + "macro.elementary.test_log", + "macro.elementary.column_monitoring_query", + "macro.elementary.create_elementary_test_table", + "macro.elementary.get_anomaly_scores_query", + "macro.elementary.get_read_anomaly_scores_query", + "macro.elementary.no_results_query" + ] + }, + "description": "", + "meta": {}, + "docs": { "show": true, "node_color": null }, + "patch_path": null, + "arguments": [], + "created_at": 1699027426.1535208, + "supported_languages": null + }, + "macro.elementary.test_event_freshness_anomalies": { + "name": "test_event_freshness_anomalies", + "resource_type": "macro", + "package_name": "elementary", + "path": "macros/edr/tests/test_event_freshness_anomalies.sql", + "original_file_path": "macros/edr/tests/test_event_freshness_anomalies.sql", + "unique_id": "macro.elementary.test_event_freshness_anomalies", + "macro_sql": "{% test event_freshness_anomalies(model, event_timestamp_column, update_timestamp_column, where_expression, anomaly_sensitivity, anomaly_direction, min_training_set_size, time_bucket, days_back, backfill_days, sensitivity) %}\n -- depends_on: {{ ref('monitors_runs') }}\n -- depends_on: {{ ref('data_monitoring_metrics') }}\n -- depends_on: {{ ref('dbt_run_results') }}\n\n {% if execute %}\n {% set model_relation = elementary.get_model_relation_for_test(model, context[\"model\"]) %}\n {% if not model_relation %}\n {{ exceptions.raise_compiler_error(\"Unsupported model: \" ~ model ~ \" (this might happen if you override 'ref' or 'source')\") }}\n {% endif %}\n\n {%- if not event_timestamp_column -%}\n {%- do exceptions.raise_compiler_error('event_timestamp_column must be specified for the event freshness test!') -%}\n {%- endif -%}\n {%- set event_timestamp_column_data_type = elementary.find_normalized_data_type_for_column(model, event_timestamp_column) -%}\n {%- if not elementary.is_column_timestamp(model_relation, event_timestamp_column, event_timestamp_column_data_type) -%}\n {% do exceptions.raise_compiler_error(\"Column `{}` is not a timestamp.\".format(event_timestamp_column)) %}\n {%- endif -%}\n {% endif %}\n {{ elementary.test_table_anomalies(\n model=model,\n table_anomalies=[\"event_freshness\"],\n timestamp_column=update_timestamp_column,\n where_expression=where_expression,\n anomaly_sensitivity=anomaly_sensitivity,\n min_training_set_size=min_training_set_size,\n time_bucket=time_bucket,\n days_back=days_back,\n backfill_days=backfill_days,\n event_timestamp_column=event_timestamp_column,\n mandatory_params=['event_timestamp_column'],\n sensitivity=sensitivity\n )\n }}\n{% endtest %}", + "depends_on": { + "macros": [ + "macro.elementary.get_model_relation_for_test", + "macro.elementary.find_normalized_data_type_for_column", + "macro.elementary.is_column_timestamp", + "macro.elementary.test_table_anomalies" + ] + }, + "description": "", + "meta": {}, + "docs": { "show": true, "node_color": null }, + "patch_path": null, + "arguments": [], + "created_at": 1699027426.1552918, + "supported_languages": null + }, + "macro.elementary.test_table_anomalies": { + "name": "test_table_anomalies", + "resource_type": "macro", + "package_name": "elementary", + "path": "macros/edr/tests/test_table_anomalies.sql", + "original_file_path": "macros/edr/tests/test_table_anomalies.sql", + "unique_id": "macro.elementary.test_table_anomalies", + "macro_sql": "{% test table_anomalies(model, table_anomalies, timestamp_column, where_expression, anomaly_sensitivity, anomaly_direction, min_training_set_size, time_bucket, days_back, backfill_days, seasonality, mandatory_params=none, event_timestamp_column=none, freshness_column=none, sensitivity=none) %}\n -- depends_on: {{ ref('monitors_runs') }}\n -- depends_on: {{ ref('data_monitoring_metrics') }}\n -- depends_on: {{ ref('dbt_run_results') }}\n\n {%- if execute and flags.WHICH in ['test', 'build'] %}\n {% set model_relation = elementary.get_model_relation_for_test(model, context[\"model\"]) %}\n {% if not model_relation %}\n {{ exceptions.raise_compiler_error(\"The test has unsupported configuration, please contact Elementary support\") }}\n {% endif %}\n\n {%- if elementary.is_ephemeral_model(model_relation) %}\n {{ exceptions.raise_compiler_error(\"The test is not supported for ephemeral models, model name: {}\".format(model_relation.identifier)) }}\n {%- endif %}\n\n {% set test_table_name = elementary.get_elementary_test_table_name() %}\n {{ elementary.debug_log('collecting metrics for test: ' ~ test_table_name) }}\n {#- creates temp relation for test metrics -#}\n {% set database_name, schema_name = elementary.get_package_database_and_schema('elementary') %}\n {% set tests_schema_name = elementary.get_elementary_tests_schema(database_name, schema_name) %}\n\n {#- get table configuration -#}\n {%- set full_table_name = elementary.relation_to_full_name(model_relation) %}\n\n {% set test_configuration, metric_properties = elementary.get_anomalies_test_configuration(model_relation=model_relation,\n mandatory_params=mandatory_params,\n timestamp_column=timestamp_column,\n where_expression=where_expression,\n anomaly_sensitivity=anomaly_sensitivity,\n anomaly_direction=anomaly_direction,\n min_training_set_size=min_training_set_size,\n time_bucket=time_bucket,\n days_back=days_back,\n backfill_days=backfill_days,\n seasonality=seasonality,\n event_timestamp_column=event_timestamp_column,\n sensitivity=sensitivity) %}\n {% if not test_configuration %}\n {{ exceptions.raise_compiler_error(\"Failed to create test configuration dict for test `{}`\".format(test_table_name)) }}\n {% endif %}\n {{ elementary.debug_log('test configuration - ' ~ test_configuration) }}\n {%- set table_monitors = elementary.get_final_table_monitors(table_anomalies) %}\n {{ elementary.debug_log('table_monitors - ' ~ table_monitors) }}\n {% if test_configuration.timestamp_column %}\n {%- set min_bucket_start, max_bucket_end = elementary.get_test_buckets_min_and_max(model_relation,\n test_configuration.backfill_days,\n test_configuration.days_back,\n monitors=table_monitors,\n metric_properties=metric_properties) %}\n {%- endif %}\n {{ elementary.debug_log('min_bucket_start: ' ~ min_bucket_start ~ ' | max_bucket_end: ' ~ min_bucket_start ) }}\n\n {#- execute table monitors and write to temp test table -#}\n {{ elementary.test_log('start', full_table_name) }}\n {%- set table_monitoring_query = elementary.table_monitoring_query(model,\n model_relation,\n min_bucket_start,\n max_bucket_end,\n table_monitors,\n test_configuration.days_back,\n metric_properties=metric_properties) %}\n {{ elementary.debug_log('table_monitoring_query - \\n' ~ table_monitoring_query) }}\n {% set temp_table_relation = elementary.create_elementary_test_table(database_name, tests_schema_name, test_table_name, 'metrics', table_monitoring_query) %}\n\n {#- calculate anomaly scores for metrics -#}\n {% set anomaly_scores_query = elementary.get_anomaly_scores_query(temp_table_relation,\n model_relation,\n test_configuration=test_configuration,\n metric_properties=metric_properties,\n monitors=table_monitors) %}\n {{ elementary.debug_log('table monitors anomaly scores query - \\n' ~ anomaly_scores_query) }}\n \n {% set anomaly_scores_test_table_relation = elementary.create_elementary_test_table(database_name, tests_schema_name, test_table_name, 'anomaly_scores', anomaly_scores_query) %}\n {{ elementary.test_log('end', full_table_name) }}\n {{ elementary.get_read_anomaly_scores_query() }}\n {% else %}\n\n {# test must run an sql query #}\n {{ elementary.no_results_query() }}\n\n {% endif %}\n\n{% endtest %}", + "depends_on": { + "macros": [ + "macro.elementary.get_model_relation_for_test", + "macro.elementary.is_ephemeral_model", + "macro.elementary.get_elementary_test_table_name", + "macro.elementary.debug_log", + "macro.elementary.get_package_database_and_schema", + "macro.elementary.get_elementary_tests_schema", + "macro.elementary.relation_to_full_name", + "macro.elementary.get_anomalies_test_configuration", + "macro.elementary.get_final_table_monitors", + "macro.elementary.get_test_buckets_min_and_max", + "macro.elementary.test_log", + "macro.elementary.table_monitoring_query", + "macro.elementary.create_elementary_test_table", + "macro.elementary.get_anomaly_scores_query", + "macro.elementary.get_read_anomaly_scores_query", + "macro.elementary.no_results_query" + ] + }, + "description": "", + "meta": {}, + "docs": { "show": true, "node_color": null }, + "patch_path": null, + "arguments": [], + "created_at": 1699027426.161222, + "supported_languages": null + }, + "macro.elementary.get_test_unique_id": { + "name": "get_test_unique_id", + "resource_type": "macro", + "package_name": "elementary", + "path": "macros/edr/tests/test_utils/get_test_unique_id.sql", + "original_file_path": "macros/edr/tests/test_utils/get_test_unique_id.sql", + "unique_id": "macro.elementary.get_test_unique_id", + "macro_sql": "{% macro get_test_unique_id() %}\n {% set test_unique_id = model.get('unique_id') %}\n {{ return(test_unique_id) }}\n{% endmacro %}", + "depends_on": { "macros": [] }, + "description": "", + "meta": {}, + "docs": { "show": true, "node_color": null }, + "patch_path": null, + "arguments": [], + "created_at": 1699027426.161459, + "supported_languages": null + }, + "macro.elementary.find_normalized_data_type_for_column": { + "name": "find_normalized_data_type_for_column", + "resource_type": "macro", + "package_name": "elementary", + "path": "macros/edr/tests/test_utils/find_normalized_data_type_for_column.sql", + "original_file_path": "macros/edr/tests/test_utils/find_normalized_data_type_for_column.sql", + "unique_id": "macro.elementary.find_normalized_data_type_for_column", + "macro_sql": "{% macro find_normalized_data_type_for_column(model_relation, column_name) %}\n\n{% set columns_from_relation = adapter.get_columns_in_relation(model_relation) %}\n{% if column_name and columns_from_relation and columns_from_relation is iterable %}\n {% for column_obj in columns_from_relation %}\n {% if column_obj.column | lower == column_name | trim('\\'\\\"\\`') | lower %}\n {{ return(elementary.normalize_data_type(column_obj.dtype)) }}\n {% endif %}\n {% endfor %}\n {% do exceptions.raise_compiler_error(\"Column `{}` was not found in `{}`.\".format(column_name, model_relation.name)) %}\n{% endif %}\n{{ return(none) }}\n\n{% endmacro %}", + "depends_on": { + "macros": ["macro.elementary.normalize_data_type"] + }, + "description": "", + "meta": {}, + "docs": { "show": true, "node_color": null }, + "patch_path": null, + "arguments": [], + "created_at": 1699027426.162273, + "supported_languages": null + }, + "macro.elementary.create_elementary_test_table": { + "name": "create_elementary_test_table", + "resource_type": "macro", + "package_name": "elementary", + "path": "macros/edr/tests/test_utils/create_elementary_test_table.sql", + "original_file_path": "macros/edr/tests/test_utils/create_elementary_test_table.sql", + "unique_id": "macro.elementary.create_elementary_test_table", + "macro_sql": "{% macro create_elementary_test_table(database_name, schema_name, test_name, table_type, sql_query) %}\n {% if execute %}\n {% set temp_table_name = elementary.table_name_with_suffix(test_name, \"__\" ~ table_type ~ elementary.get_timestamped_table_suffix()) %}\n {{ elementary.debug_log(table_type ~ ' table: ' ~ database_name ~ '.' ~ schema_name ~ '.' ~ temp_table_name) }}\n\n {% set _, temp_table_relation = dbt.get_or_create_relation(database=database_name,\n schema=schema_name,\n identifier=temp_table_name,\n type='table') -%}\n\n {# Create the table if it doesn't exist #}\n {%- do elementary.create_or_replace(false, temp_table_relation, sql_query) %}\n\n {# Cache the test table for easy access later #}\n {% set test_entry = elementary.get_cache(\"temp_test_table_relations_map\").setdefault(test_name, {}) %}\n {% do test_entry.update({table_type: temp_table_relation}) %}\n {{ return(temp_table_relation) }}\n {% endif %}\n {{ return(none) }}\n{% endmacro %}", + "depends_on": { + "macros": [ + "macro.elementary.table_name_with_suffix", + "macro.elementary.get_timestamped_table_suffix", + "macro.elementary.debug_log", + "macro.dbt.get_or_create_relation", + "macro.elementary.create_or_replace", + "macro.elementary.get_cache" + ] + }, + "description": "", + "meta": {}, + "docs": { "show": true, "node_color": null }, + "patch_path": null, + "arguments": [], + "created_at": 1699027426.16355, + "supported_languages": null + }, + "macro.elementary.create_model_baseline_table": { + "name": "create_model_baseline_table", + "resource_type": "macro", + "package_name": "elementary", + "path": "macros/edr/tests/test_utils/create_model_baseline_table.sql", + "original_file_path": "macros/edr/tests/test_utils/create_model_baseline_table.sql", + "unique_id": "macro.elementary.create_model_baseline_table", + "macro_sql": "{% macro create_model_baseline_table(baseline_columns, database_name, schema_name, test_name) %}\n {% set empty_table_query = elementary.empty_table([('column_name','string'),('data_type','string')]) %}\n {% set baseline_table_relation = elementary.create_elementary_test_table(database_name, schema_name,\n test_name | lower, 'schema_baseline',\n empty_table_query) %}\n {% do elementary.insert_rows(baseline_table_relation, baseline_columns, should_commit=True) %}\n {% do return(baseline_table_relation) %}\n{% endmacro %}", + "depends_on": { + "macros": [ + "macro.elementary.empty_table", + "macro.elementary.create_elementary_test_table", + "macro.elementary.insert_rows" + ] + }, + "description": "", + "meta": {}, + "docs": { "show": true, "node_color": null }, + "patch_path": null, + "arguments": [], + "created_at": 1699027426.1643689, + "supported_languages": null + }, + "macro.elementary.get_model_graph_node": { + "name": "get_model_graph_node", + "resource_type": "macro", + "package_name": "elementary", + "path": "macros/edr/tests/test_utils/get_model_graph_node.sql", + "original_file_path": "macros/edr/tests/test_utils/get_model_graph_node.sql", + "unique_id": "macro.elementary.get_model_graph_node", + "macro_sql": "{% macro get_model_graph_node(model_relation) %}\n {% if execute %}\n {# model here is actually the test node in the graph #}\n {% set test_graph_node = model %}\n {% set test_depends_on_unique_ids = test_graph_node.depends_on.nodes %}\n {# model relation is the relation object of the model where the test is defined #}\n {% set relation_name = model_relation.name | lower %}\n {% set depends_on_nodes = elementary.get_nodes_by_unique_ids(test_depends_on_unique_ids) %}\n {% if depends_on_nodes %}\n {% for node in depends_on_nodes %}\n {% set node_name = node.name | lower %}\n {% set node_alias = node.get('alias', '') | lower %}\n {% set node_identifier = node.get('identifier', '') | lower %}\n {% if node_name == relation_name or node_alias == relation_name or node_identifier == relation_name %}\n {{ return(node) }}\n {% endif %}\n {% endfor %}\n {% endif %}\n {% endif %}\n {{ return(none) }}\n{% endmacro %}", + "depends_on": { + "macros": ["macro.elementary.get_nodes_by_unique_ids"] + }, + "description": "", + "meta": {}, + "docs": { "show": true, "node_color": null }, + "patch_path": null, + "arguments": [], + "created_at": 1699027426.165636, + "supported_languages": null + }, + "macro.elementary.get_test_execution_id": { + "name": "get_test_execution_id", + "resource_type": "macro", + "package_name": "elementary", + "path": "macros/edr/tests/test_utils/get_test_execution_id.sql", + "original_file_path": "macros/edr/tests/test_utils/get_test_execution_id.sql", + "unique_id": "macro.elementary.get_test_execution_id", + "macro_sql": "{% macro get_test_execution_id() %}\n {{ return(elementary.get_node_execution_id(model)) }}\n{% endmacro %}", + "depends_on": { + "macros": ["macro.elementary.get_node_execution_id"] + }, + "description": "", + "meta": {}, + "docs": { "show": true, "node_color": null }, + "patch_path": null, + "arguments": [], + "created_at": 1699027426.1658099, + "supported_languages": null + }, + "macro.elementary.get_test_type": { + "name": "get_test_type", + "resource_type": "macro", + "package_name": "elementary", + "path": "macros/edr/tests/test_utils/get_test_type.sql", + "original_file_path": "macros/edr/tests/test_utils/get_test_type.sql", + "unique_id": "macro.elementary.get_test_type", + "macro_sql": "{% macro get_test_type(flattened_test) %}\n {% if flattened_test.test_namespace == \"elementary\" %}\n {%- set elementary_test_type = elementary.get_elementary_test_type(flattened_test) %}\n {% endif %}\n\n {%- if elementary_test_type and elementary_test_type != \"python_test\" %}\n {{ return(elementary_test_type) }}\n {%- else %}\n {{ return(\"dbt_test\") }}\n {%- endif %}\n{% endmacro %}", + "depends_on": { + "macros": ["macro.elementary.get_elementary_test_type"] + }, + "description": "", + "meta": {}, + "docs": { "show": true, "node_color": null }, + "patch_path": null, + "arguments": [], + "created_at": 1699027426.166712, + "supported_languages": null + }, + "macro.elementary.get_elementary_test_type": { + "name": "get_elementary_test_type", + "resource_type": "macro", + "package_name": "elementary", + "path": "macros/edr/tests/test_utils/get_test_type.sql", + "original_file_path": "macros/edr/tests/test_utils/get_test_type.sql", + "unique_id": "macro.elementary.get_elementary_test_type", + "macro_sql": "{% macro get_elementary_test_type(flattened_test) %}\n {%- set anomaly_detection_tests = [\n 'volume_anomalies',\n 'freshness_anomalies',\n 'event_freshness_anomalies',\n 'table_anomalies',\n 'dimension_anomalies',\n 'column_anomalies',\n 'all_columns_anomalies'\n ] %}\n {%- set schema_changes_tests = [\n 'schema_changes',\n 'schema_changes_from_baseline',\n 'json_schema'\n ] %}\n {%- set python_tests = [\n 'python',\n 'json_schema'\n ] %}\n\n {% if flattened_test.test_namespace == \"elementary\" %}\n {% if flattened_test.short_name | lower in anomaly_detection_tests %}\n {% do return(\"anomaly_detection\") %}\n {% elif flattened_test.short_name | lower in schema_changes_tests %}\n {% do return(\"schema_change\") %}\n {% elif flattened_test.short_name | lower in python_tests %}\n {% do return(\"python_test\") %}\n {% endif %}\n {% endif %}\n{% endmacro %}", + "depends_on": { "macros": [] }, + "description": "", + "meta": {}, + "docs": { "show": true, "node_color": null }, + "patch_path": null, + "arguments": [], + "created_at": 1699027426.167455, + "supported_languages": null + }, + "macro.elementary.get_model_relation_for_test": { + "name": "get_model_relation_for_test", + "resource_type": "macro", + "package_name": "elementary", + "path": "macros/edr/tests/test_utils/get_model_relation_for_test.sql", + "original_file_path": "macros/edr/tests/test_utils/get_model_relation_for_test.sql", + "unique_id": "macro.elementary.get_model_relation_for_test", + "macro_sql": "{% macro get_model_relation_for_test(test_model, test_node) %}\n {# If the test model is not a string, then return as-is #}\n {% if test_model is not string %}\n {% do return(test_model) %}\n {% endif %}\n\n {# Test model is a string, this might mean that a \"where\" parameter was passed to the test.\n In the heuristic below we rely on the fact that in this case the model jinja will have\n a very specific structure (see the \"build_model_str\" function in dbt-core) #}\n\n {% set test_metadata = elementary.safe_get_with_default(test_node, 'test_metadata', {}) %}\n {% set test_kwargs = elementary.safe_get_with_default(test_metadata, 'kwargs', {}) %}\n {% set test_model_jinja = test_kwargs.get('model') %}\n\n {% if not test_model_jinja %}\n {% do return(none) %}\n {% endif %}\n\n {# Try to match ref #}\n {% set match = modules.re.match(\n \"{{ get_where_subquery\\(ref\\('(?P.+)'\\)\\) }}\",\n test_model_jinja\n ) %}\n {% if match %}\n {% set group_dict = match.groupdict() %}\n {% set model_name = group_dict[\"model_name\"] %}\n {% do return(ref(model_name)) %}\n {% endif %}\n\n {# Try to match source #}\n {% set match = modules.re.match(\n \"{{ get_where_subquery\\(source\\('(?P.+)', '(?P.+)'\\)\\) }}\",\n test_model_jinja\n ) %}\n {% if match %}\n {% set group_dict = match.groupdict() %}\n {% set source_name = group_dict[\"source_name\"] %}\n {% set table_name = group_dict[\"table_name\"] %}\n {% do return(source(source_name, table_name)) %}\n {% endif %}\n\n {# If we got here, then probably \"ref\" or \"source\" have been overridden with a string query,\n which right now we cannot handle #}\n {% do return(none) %}\n{% endmacro %}", + "depends_on": { + "macros": ["macro.elementary.safe_get_with_default"] + }, + "description": "", + "meta": {}, + "docs": { "show": true, "node_color": null }, + "patch_path": null, + "arguments": [], + "created_at": 1699027426.169203, + "supported_languages": null + }, + "macro.elementary.clean_elementary_test_tables": { + "name": "clean_elementary_test_tables", + "resource_type": "macro", + "package_name": "elementary", + "path": "macros/edr/tests/test_utils/clean_elementary_test_tables.sql", + "original_file_path": "macros/edr/tests/test_utils/clean_elementary_test_tables.sql", + "unique_id": "macro.elementary.clean_elementary_test_tables", + "macro_sql": "{% macro clean_elementary_test_tables() %}\n {% set test_table_relations = [] %}\n {% set temp_test_table_relations_map = elementary.get_cache(\"temp_test_table_relations_map\") %}\n {% for test_entry in temp_test_table_relations_map.values() %}\n {% for test_relation in test_entry.values() %}\n {% do test_table_relations.append(test_relation) %}\n {% endfor %}\n {% endfor %}\n\n {% do elementary.file_log(\"Deleting temporary Elementary test tables: {}\".format(test_table_relations)) %}\n {% set queries = elementary.get_clean_elementary_test_tables_queries(test_table_relations) %}\n {% for query in queries %}\n {% do elementary.run_query(query) %}\n {% endfor %}\n{% endmacro %}", + "depends_on": { + "macros": [ + "macro.elementary.get_cache", + "macro.elementary.file_log", + "macro.elementary.get_clean_elementary_test_tables_queries", + "macro.elementary.run_query" + ] + }, + "description": "", + "meta": {}, + "docs": { "show": true, "node_color": null }, + "patch_path": null, + "arguments": [], + "created_at": 1699027426.17118, + "supported_languages": null + }, + "macro.elementary.get_clean_elementary_test_tables_queries": { + "name": "get_clean_elementary_test_tables_queries", + "resource_type": "macro", + "package_name": "elementary", + "path": "macros/edr/tests/test_utils/clean_elementary_test_tables.sql", + "original_file_path": "macros/edr/tests/test_utils/clean_elementary_test_tables.sql", + "unique_id": "macro.elementary.get_clean_elementary_test_tables_queries", + "macro_sql": "{% macro get_clean_elementary_test_tables_queries(test_table_relations) %}\n {% do return(adapter.dispatch(\"get_clean_elementary_test_tables_queries\", \"elementary\")(test_table_relations)) %}\n{% endmacro %}", + "depends_on": { + "macros": [ + "macro.elementary.default__get_clean_elementary_test_tables_queries" + ] + }, + "description": "", + "meta": {}, + "docs": { "show": true, "node_color": null }, + "patch_path": null, + "arguments": [], + "created_at": 1699027426.171375, + "supported_languages": null + }, + "macro.elementary.default__get_clean_elementary_test_tables_queries": { + "name": "default__get_clean_elementary_test_tables_queries", + "resource_type": "macro", + "package_name": "elementary", + "path": "macros/edr/tests/test_utils/clean_elementary_test_tables.sql", + "original_file_path": "macros/edr/tests/test_utils/clean_elementary_test_tables.sql", + "unique_id": "macro.elementary.default__get_clean_elementary_test_tables_queries", + "macro_sql": "{% macro default__get_clean_elementary_test_tables_queries(test_table_relations) %}\n {% do return(elementary.get_transaction_clean_elementary_test_tables_queries(test_table_relations)) %}\n{% endmacro %}", + "depends_on": { + "macros": [ + "macro.elementary.get_transaction_clean_elementary_test_tables_queries" + ] + }, + "description": "", + "meta": {}, + "docs": { "show": true, "node_color": null }, + "patch_path": null, + "arguments": [], + "created_at": 1699027426.171527, + "supported_languages": null + }, + "macro.elementary.bigquery__get_clean_elementary_test_tables_queries": { + "name": "bigquery__get_clean_elementary_test_tables_queries", + "resource_type": "macro", + "package_name": "elementary", + "path": "macros/edr/tests/test_utils/clean_elementary_test_tables.sql", + "original_file_path": "macros/edr/tests/test_utils/clean_elementary_test_tables.sql", + "unique_id": "macro.elementary.bigquery__get_clean_elementary_test_tables_queries", + "macro_sql": "{% macro bigquery__get_clean_elementary_test_tables_queries(test_table_relations) %}\n {% do return(elementary.get_transactionless_clean_elementary_test_tables_queries(test_table_relations)) %}\n{% endmacro %}", + "depends_on": { + "macros": [ + "macro.elementary.get_transactionless_clean_elementary_test_tables_queries" + ] + }, + "description": "", + "meta": {}, + "docs": { "show": true, "node_color": null }, + "patch_path": null, + "arguments": [], + "created_at": 1699027426.171676, + "supported_languages": null + }, + "macro.elementary.spark__get_clean_elementary_test_tables_queries": { + "name": "spark__get_clean_elementary_test_tables_queries", + "resource_type": "macro", + "package_name": "elementary", + "path": "macros/edr/tests/test_utils/clean_elementary_test_tables.sql", + "original_file_path": "macros/edr/tests/test_utils/clean_elementary_test_tables.sql", + "unique_id": "macro.elementary.spark__get_clean_elementary_test_tables_queries", + "macro_sql": "{% macro spark__get_clean_elementary_test_tables_queries(test_table_relations) %}\n {% do return(elementary.get_transactionless_clean_elementary_test_tables_queries(test_table_relations)) %}\n{% endmacro %}", + "depends_on": { + "macros": [ + "macro.elementary.get_transactionless_clean_elementary_test_tables_queries" + ] + }, + "description": "", + "meta": {}, + "docs": { "show": true, "node_color": null }, + "patch_path": null, + "arguments": [], + "created_at": 1699027426.171854, + "supported_languages": null + }, + "macro.elementary.get_transaction_clean_elementary_test_tables_queries": { + "name": "get_transaction_clean_elementary_test_tables_queries", + "resource_type": "macro", + "package_name": "elementary", + "path": "macros/edr/tests/test_utils/clean_elementary_test_tables.sql", + "original_file_path": "macros/edr/tests/test_utils/clean_elementary_test_tables.sql", + "unique_id": "macro.elementary.get_transaction_clean_elementary_test_tables_queries", + "macro_sql": "{% macro get_transaction_clean_elementary_test_tables_queries(test_table_relations) %}\n {% set query %}\n BEGIN TRANSACTION;\n {% for test_relation in test_table_relations %}\n DROP TABLE IF EXISTS {{ test_relation }};\n {% endfor %}\n COMMIT;\n {% endset %}\n {% do return([query]) %}\n{% endmacro %}", + "depends_on": { "macros": [] }, + "description": "", + "meta": {}, + "docs": { "show": true, "node_color": null }, + "patch_path": null, + "arguments": [], + "created_at": 1699027426.172112, + "supported_languages": null + }, + "macro.elementary.get_transactionless_clean_elementary_test_tables_queries": { + "name": "get_transactionless_clean_elementary_test_tables_queries", + "resource_type": "macro", + "package_name": "elementary", + "path": "macros/edr/tests/test_utils/clean_elementary_test_tables.sql", + "original_file_path": "macros/edr/tests/test_utils/clean_elementary_test_tables.sql", + "unique_id": "macro.elementary.get_transactionless_clean_elementary_test_tables_queries", + "macro_sql": "{% macro get_transactionless_clean_elementary_test_tables_queries(test_table_relations) %}\n {% set queries = [] %}\n {% for test_relation in test_table_relations %}\n {% do queries.append(\"DROP TABLE IF EXISTS {}\".format(test_relation)) %}\n {% endfor %}\n {% do return(queries) %}\n{% endmacro %}", + "depends_on": { "macros": [] }, + "description": "", + "meta": {}, + "docs": { "show": true, "node_color": null }, + "patch_path": null, + "arguments": [], + "created_at": 1699027426.172437, + "supported_languages": null + }, + "macro.elementary.run_python": { + "name": "run_python", + "resource_type": "macro", + "package_name": "elementary", + "path": "macros/edr/tests/test_utils/run_python.sql", + "original_file_path": "macros/edr/tests/test_utils/run_python.sql", + "unique_id": "macro.elementary.run_python", + "macro_sql": "{% macro run_python(graph_node, code) %}\n {% set macro_stack = context_macro_stack.call_stack %}\n {% set macro_stack_copy = macro_stack.copy() %}\n {% do macro_stack.clear() %}\n {% do macro_stack.extend([[\"materialization\"], \"macro.dbt.statement\"]) %}\n {% do submit_python_job(graph_node, code) %}\n {% do macro_stack.clear() %}\n {% do macro_stack.extend(macro_stack_copy) %}\n{% endmacro %}", + "depends_on": { "macros": [] }, + "description": "", + "meta": {}, + "docs": { "show": true, "node_color": null }, + "patch_path": null, + "arguments": [], + "created_at": 1699027426.173037, + "supported_languages": null + }, + "macro.elementary.get_elementary_test_table_name": { + "name": "get_elementary_test_table_name", + "resource_type": "macro", + "package_name": "elementary", + "path": "macros/edr/tests/test_utils/get_elementary_test_table_name.sql", + "original_file_path": "macros/edr/tests/test_utils/get_elementary_test_table_name.sql", + "unique_id": "macro.elementary.get_elementary_test_table_name", + "macro_sql": "{% macro get_elementary_test_table_name() %}\n {% set test_node = model %}\n {% set test_hash = test_node.unique_id.split(\".\")[-1] %}\n {% set test_name = test_node.name %}\n {% do return(\"test_{}_{}\".format(test_hash, test_name)) %}\n{% endmacro %}", + "depends_on": { "macros": [] }, + "description": "", + "meta": {}, + "docs": { "show": true, "node_color": null }, + "patch_path": null, + "arguments": [], + "created_at": 1699027426.173435, + "supported_languages": null + }, + "macro.elementary.get_elementary_test_table": { + "name": "get_elementary_test_table", + "resource_type": "macro", + "package_name": "elementary", + "path": "macros/edr/tests/test_utils/get_elementary_test_table.sql", + "original_file_path": "macros/edr/tests/test_utils/get_elementary_test_table.sql", + "unique_id": "macro.elementary.get_elementary_test_table", + "macro_sql": "{% macro get_elementary_test_table(test_name, table_type) %}\n {% if execute %}\n {% set test_entry = elementary.get_cache(\"temp_test_table_relations_map\").setdefault(test_name, {}) %}\n {% do return(test_entry.get(table_type)) %}\n {% endif %}\n {% do return(none) %}\n{% endmacro %}", + "depends_on": { "macros": ["macro.elementary.get_cache"] }, + "description": "", + "meta": {}, + "docs": { "show": true, "node_color": null }, + "patch_path": null, + "arguments": [], + "created_at": 1699027426.173952, + "supported_languages": null + }, + "macro.elementary.get_anomaly_query": { + "name": "get_anomaly_query", + "resource_type": "macro", + "package_name": "elementary", + "path": "macros/edr/tests/test_utils/get_anomaly_query.sql", + "original_file_path": "macros/edr/tests/test_utils/get_anomaly_query.sql", + "unique_id": "macro.elementary.get_anomaly_query", + "macro_sql": "{%- macro get_anomaly_query(flattened_test=none) -%}\n {%- set query -%}\n select * from ({{ elementary.get_read_anomaly_scores_query(flattened_test) }}) results\n where is_anomalous = true\n {%- endset -%}\n {{- return(query) -}}\n{%- endmacro -%}\n\n", + "depends_on": { + "macros": ["macro.elementary.get_read_anomaly_scores_query"] + }, + "description": "", + "meta": {}, + "docs": { "show": true, "node_color": null }, + "patch_path": null, + "arguments": [], + "created_at": 1699027426.176507, + "supported_languages": null + }, + "macro.elementary.get_read_anomaly_scores_query": { + "name": "get_read_anomaly_scores_query", + "resource_type": "macro", + "package_name": "elementary", + "path": "macros/edr/tests/test_utils/get_anomaly_query.sql", + "original_file_path": "macros/edr/tests/test_utils/get_anomaly_query.sql", + "unique_id": "macro.elementary.get_read_anomaly_scores_query", + "macro_sql": "{% macro get_read_anomaly_scores_query(flattened_test=none) %}\n {% if not flattened_test %}\n {% set flattened_test = elementary.flatten_test(model) %}\n {% endif %}\n {%- set test_unique_id = flattened_test.unique_id %}\n {%- set test_configuration = elementary.get_cache(test_unique_id) %}\n {%- if not test_configuration %}\n {{ exceptions.raise_compiler_error(\"Failed to load configuration dict from cache for test `{}`\".format(test_unique_id)) }}\n {%- endif %}\n {%- set backfill_period = \"'-\" ~ test_configuration.backfill_days ~ \"'\" %}\n\n {%- set anomaly_query -%}\n with anomaly_scores as (\n select\n id,\n metric_id,\n test_execution_id,\n test_unique_id,\n detected_at,\n full_table_name,\n column_name,\n metric_name,\n anomaly_score,\n anomaly_score_threshold,\n anomalous_value,\n bucket_start,\n bucket_end,\n bucket_seasonality,\n metric_value,\n min_metric_value,\n max_metric_value,\n training_avg,\n training_stddev,\n training_set_size,\n training_start,\n training_end,\n dimension,\n dimension_value,\n {{ elementary.anomaly_detection_description() }},\n max(bucket_end) over (partition by test_execution_id) as max_bucket_end\n from {{ elementary.get_elementary_test_table(elementary.get_elementary_test_table_name(), 'anomaly_scores') }}\n ),\n anomaly_scores_with_is_anomalous as (\n select\n *,\n case when\n anomaly_score is not null and\n {{ elementary.is_score_anomalous_condition(test_configuration.anomaly_sensitivity, test_configuration.anomaly_direction) }} and\n bucket_end >= {{ elementary.edr_timeadd('day', backfill_period, 'max_bucket_end') }} and\n training_set_size >= {{ test_configuration.min_training_set_size }}\n then TRUE else FALSE end as is_anomalous\n from anomaly_scores\n )\n\n select\n metric_value as value,\n training_avg as average,\n {# when there is an anomaly we would want to use the last value of the metric (lag), otherwise visually the expectations would look out of bounds #}\n case\n when is_anomalous = TRUE and '{{ test_configuration.anomaly_direction }}' = 'spike' then\n lag(metric_value) over (partition by full_table_name, column_name, metric_name, dimension, dimension_value order by bucket_end)\n when is_anomalous = TRUE and '{{ test_configuration.anomaly_direction }}' != 'spike' then\n lag(min_metric_value) over (partition by full_table_name, column_name, metric_name, dimension, dimension_value order by bucket_end)\n when '{{ test_configuration.anomaly_direction }}' = 'spike' then metric_value\n else min_metric_value end as min_value,\n case\n when is_anomalous = TRUE and '{{ test_configuration.anomaly_direction }}' = 'drop' then\n lag(metric_value) over (partition by full_table_name, column_name, metric_name, dimension, dimension_value order by bucket_end)\n when is_anomalous = TRUE and '{{ test_configuration.anomaly_direction }}' != 'drop' then\n lag(max_metric_value) over (partition by full_table_name, column_name, metric_name, dimension, dimension_value order by bucket_end)\n when '{{ test_configuration.anomaly_direction }}' = 'drop' then metric_value\n else max_metric_value end as max_value,\n bucket_start as start_time,\n bucket_end as end_time,\n *\n from anomaly_scores_with_is_anomalous\n order by bucket_end, dimension_value\n {%- endset -%}\n {{- return(anomaly_query) -}}\n{% endmacro %}", + "depends_on": { + "macros": [ + "macro.elementary.flatten_test", + "macro.elementary.get_cache", + "macro.elementary.anomaly_detection_description", + "macro.elementary.get_elementary_test_table", + "macro.elementary.get_elementary_test_table_name", + "macro.elementary.is_score_anomalous_condition", + "macro.elementary.edr_timeadd" + ] + }, + "description": "", + "meta": {}, + "docs": { "show": true, "node_color": null }, + "patch_path": null, + "arguments": [], + "created_at": 1699027426.177674, + "supported_languages": null + }, + "macro.elementary.set_directional_anomaly": { + "name": "set_directional_anomaly", + "resource_type": "macro", + "package_name": "elementary", + "path": "macros/edr/tests/test_utils/get_anomaly_query.sql", + "original_file_path": "macros/edr/tests/test_utils/get_anomaly_query.sql", + "unique_id": "macro.elementary.set_directional_anomaly", + "macro_sql": "\n\n\n{%- macro set_directional_anomaly(anomaly_direction, anomaly_score, sensitivity) -%}\n {% if anomaly_direction | lower == 'spike' %}\n anomaly_score > {{ sensitivity }}\n {% elif anomaly_direction | lower == 'drop' %}\n anomaly_score < {{ sensitivity * -1 }}\n {% else %}\n abs(anomaly_score) > {{ sensitivity }}\n {% endif %}\n{% endmacro %}", + "depends_on": { "macros": [] }, + "description": "", + "meta": {}, + "docs": { "show": true, "node_color": null }, + "patch_path": null, + "arguments": [], + "created_at": 1699027426.1780322, + "supported_languages": null + }, + "macro.elementary.is_score_anomalous_condition": { + "name": "is_score_anomalous_condition", + "resource_type": "macro", + "package_name": "elementary", + "path": "macros/edr/tests/test_utils/get_anomaly_query.sql", + "original_file_path": "macros/edr/tests/test_utils/get_anomaly_query.sql", + "unique_id": "macro.elementary.is_score_anomalous_condition", + "macro_sql": "\n\n{%- macro is_score_anomalous_condition(sensitivity, anomaly_direction) -%}\n {%- set spikes_only_metrics = ['freshness', 'event_freshness'] -%}\n case when metric_name IN {{ elementary.strings_list_to_tuple(spikes_only_metrics) }} then\n anomaly_score > {{ sensitivity }}\n else\n {{ elementary.set_directional_anomaly(anomaly_direction, anomaly_score, sensitivity) }}\n end\n{%- endmacro -%}", + "depends_on": { + "macros": [ + "macro.elementary.strings_list_to_tuple", + "macro.elementary.set_directional_anomaly" + ] + }, + "description": "", + "meta": {}, + "docs": { "show": true, "node_color": null }, + "patch_path": null, + "arguments": [], + "created_at": 1699027426.178321, + "supported_languages": null + }, + "macro.elementary.backfill_result_rows": { + "name": "backfill_result_rows", + "resource_type": "macro", + "package_name": "elementary", + "path": "macros/edr/tests/test_utils/backfill_result_rows.sql", + "original_file_path": "macros/edr/tests/test_utils/backfill_result_rows.sql", + "unique_id": "macro.elementary.backfill_result_rows", + "macro_sql": "{% macro backfill_result_rows() %}\n -- depends_on: {{ ref('elementary_test_results') }}\n {% if is_incremental() %}\n {% do return('') %}\n {% endif %}\n\n {% set elementary_test_results_relation = ref(\"elementary_test_results\") %}\n {% set result_row_exists = elementary.get_column_in_relation(elementary_test_results_relation, \"result_rows\") is not none %}\n {% if not result_row_exists %}\n {% do return('') %}\n {% endif %}\n\n {% set test_result_rows_rows = [] %}\n {% set backfill_query %}\n select\n id,\n detected_at,\n result_rows\n from {{ elementary_test_results_relation }}\n where {{ elementary.edr_datediff(elementary.edr_cast_as_timestamp('detected_at'), elementary.edr_current_timestamp(), 'day') }} < {{ elementary.get_config_var(\"days_back\") }}\n and result_rows is not null\n {% endset %}\n {% set test_results_with_result_rows = elementary.run_query(backfill_query) %}\n {% for elementary_test_results_row in test_results_with_result_rows %}\n {% set result_rows = fromjson(elementary_test_results_row.result_rows) %}\n {% for result_row in result_rows %}\n {% do test_result_rows_rows.append({\n \"elementary_test_results_id\": elementary_test_results_row.id,\n \"detected_at\": elementary_test_results_row.detected_at.strftime(elementary.get_time_format()),\n \"result_row\": result_row\n }) %}\n {% endfor %}\n {% endfor %}\n {% do elementary.insert_rows(this, test_result_rows_rows) %}\n {% do return('') %}\n{% endmacro %}", + "depends_on": { + "macros": [ + "macro.dbt.is_incremental", + "macro.elementary.get_column_in_relation", + "macro.elementary.edr_datediff", + "macro.elementary.edr_cast_as_timestamp", + "macro.elementary.edr_current_timestamp", + "macro.elementary.get_config_var", + "macro.elementary.run_query", + "macro.elementary.get_time_format", + "macro.elementary.insert_rows" + ] + }, + "description": "", + "meta": {}, + "docs": { "show": true, "node_color": null }, + "patch_path": null, + "arguments": [], + "created_at": 1699027426.1804202, + "supported_languages": null + }, + "macro.elementary.snowflake__compile_py_code": { + "name": "snowflake__compile_py_code", + "resource_type": "macro", + "package_name": "elementary", + "path": "macros/edr/tests/test_utils/compile_py_code.sql", + "original_file_path": "macros/edr/tests/test_utils/compile_py_code.sql", + "unique_id": "macro.elementary.snowflake__compile_py_code", + "macro_sql": "{% macro snowflake__compile_py_code(model, py_code, output_table, where_expression, code_type) %}\nimport pandas\nimport snowflake.snowpark\n\n{{ py_code }}\n\ndef write_output_table(session, output_df, target_relation):\n output_df.write.mode('overwrite').save_as_table(target_relation, table_type='temporary')\n\ndef get_fail_count(test_output):\n if isinstance(test_output, int):\n return test_output\n if isinstance(test_output, bool):\n return 0 if test_output else 1\n if isinstance(test_output, snowflake.snowpark.DataFrame):\n return test_output.count()\n if isinstance(test_output, pandas.DataFrame):\n return len(test_output)\n raise ValueError('Received invalid return value, expected either DataFrame or a boolean.')\n\ndef get_output_df(model_df, code_type, ref, session):\n if code_type == \"test\":\n test_output = test(model_df, ref, session)\n fail_count = get_fail_count(test_output)\n return session.createDataFrame([[fail_count]], ['fail_count'])\n elif code_type == \"function\":\n res = func(model_df, ref, session)\n return session.createDataFrame([[res]], ['result'])\n\n raise Exception(\"Unsupported code type: {}\".format(code_type))\n\ndef main(session):\n ref = session.table\n model_df = ref('{{ model }}')\n\n {% if where_expression %}\n model_df = model_df.filter(\"\"\"{{ where_expression }}\"\"\")\n {% endif %}\n\n output_df = get_output_df(model_df, '{{ code_type }}', ref, session)\n write_output_table(session, output_df, '{{ output_table }}')\n{% endmacro %}", + "depends_on": { "macros": [] }, + "description": "", + "meta": {}, + "docs": { "show": true, "node_color": null }, + "patch_path": null, + "arguments": [], + "created_at": 1699027426.1816509, + "supported_languages": null + }, + "macro.elementary.bigquery__compile_py_code": { + "name": "bigquery__compile_py_code", + "resource_type": "macro", + "package_name": "elementary", + "path": "macros/edr/tests/test_utils/compile_py_code.sql", + "original_file_path": "macros/edr/tests/test_utils/compile_py_code.sql", + "unique_id": "macro.elementary.bigquery__compile_py_code", + "macro_sql": "{% macro bigquery__compile_py_code(model, py_code, output_table, where_expression, code_type) %}\nimport pandas\nimport pyspark.sql\n\n{{ py_code }}\n\ndef write_output_table(session, output_df, target_relation):\n output_df.write.mode('overwrite').format('bigquery').option('writeMethod', 'direct').option('writeDisposition', 'WRITE_TRUNCATE').save(target_relation)\n\ndef get_fail_count(test_output):\n if isinstance(test_output, int):\n return test_output\n if isinstance(test_output, bool):\n return 0 if test_output else 1\n if isinstance(test_output, pyspark.sql.DataFrame):\n return test_output.count()\n if isinstance(test_output, pandas.DataFrame):\n return len(test_output)\n raise ValueError('Received invalid return value, expected either DataFrame or a boolean.')\n\ndef get_session():\n session = pyspark.sql.SparkSession.builder.appName('Elementary').getOrCreate()\n session.conf.set('viewsEnabled', 'true')\n session.conf.set('temporaryGcsBucket', '{{ target.gcs_bucket }}')\n return session\n\ndef get_output_df(model_df, code_type, ref, session):\n if code_type == \"test\":\n test_output = test(model_df, ref, session)\n fail_count = get_fail_count(test_output)\n return session.createDataFrame([[fail_count]], ['fail_count'])\n elif code_type == \"function\":\n res = func(model_df, ref, session)\n return session.createDataFrame([[res]], ['result'])\n\n raise Exception(\"Unsupported code type: {}\".format(code_type))\n\ndef main():\n session = get_session()\n ref = session.read.format('bigquery').load\n model_df = ref('{{ model }}')\n\n {% if where_expression %}\n model_df = model_df.filter(\"\"\"{{ where_expression }}\"\"\")\n {% endif %}\n\n output_df = get_output_df(model_df, '{{ code_type }}', ref, session)\n write_output_table(session, output_df, '{{ output_table }}')\n\nmain()\n{% endmacro %}", + "depends_on": { "macros": [] }, + "description": "", + "meta": {}, + "docs": { "show": true, "node_color": null }, + "patch_path": null, + "arguments": [], + "created_at": 1699027426.182067, + "supported_languages": null + }, + "macro.elementary.default__compile_py_code": { + "name": "default__compile_py_code", + "resource_type": "macro", + "package_name": "elementary", + "path": "macros/edr/tests/test_utils/compile_py_code.sql", + "original_file_path": "macros/edr/tests/test_utils/compile_py_code.sql", + "unique_id": "macro.elementary.default__compile_py_code", + "macro_sql": "{% macro default__compile_py_code(model, py_code, output_table, where_expression, code_type) %}\n {{ exceptions.raise_compiler_error(\"Elementary's Python tests are not yet supported on %s.\" % target.type) }}\n{% endmacro %}", + "depends_on": { "macros": [] }, + "description": "", + "meta": {}, + "docs": { "show": true, "node_color": null }, + "patch_path": null, + "arguments": [], + "created_at": 1699027426.182267, + "supported_languages": null + }, + "macro.elementary.get_elementary_tests_schema": { + "name": "get_elementary_tests_schema", + "resource_type": "macro", + "package_name": "elementary", + "path": "macros/edr/tests/test_utils/get_elementary_tests_schema.sql", + "original_file_path": "macros/edr/tests/test_utils/get_elementary_tests_schema.sql", + "unique_id": "macro.elementary.get_elementary_tests_schema", + "macro_sql": "{% macro get_elementary_tests_schema(elementary_database, elementary_schema) %}\n {% set LEGACY_TESTS_SCHEMA_SUFFIX = \"__tests\" %}\n\n {% set cached_tests_schema_name = elementary.get_cache(\"tests_schema_name\") %}\n {% if cached_tests_schema_name is not none %}\n {{ return(cached_tests_schema_name) }}\n {% endif %}\n\n {% set tests_schema_suffix = elementary.get_config_var('tests_schema_name') %}\n {% set tests_schema_name = elementary_schema ~ tests_schema_suffix %}\n\n {# Backward compatibility - if a tests schema suffix is not defined, but the legacy tests schema exists in the DB,\n then use it #}\n {% if not tests_schema_suffix %}\n {% set legacy_tests_schema_name = elementary_schema ~ LEGACY_TESTS_SCHEMA_SUFFIX %}\n {% if adapter.check_schema_exists(elementary_database, legacy_tests_schema_name) %}\n {% set tests_schema_name = legacy_tests_schema_name %}\n {% endif %}\n {% endif %}\n\n {% do elementary.set_cache(\"tests_schema_name\", tests_schema_name) %}\n\n {{ return(tests_schema_name) }}\n{% endmacro %}", + "depends_on": { + "macros": [ + "macro.elementary.get_cache", + "macro.elementary.get_config_var", + "macro.elementary.set_cache" + ] + }, + "description": "", + "meta": {}, + "docs": { "show": true, "node_color": null }, + "patch_path": null, + "arguments": [], + "created_at": 1699027426.183312, + "supported_languages": null + }, + "macro.elementary.union_metrics_query": { + "name": "union_metrics_query", + "resource_type": "macro", + "package_name": "elementary", + "path": "macros/edr/tests/on_run_end/union_metrics_query.sql", + "original_file_path": "macros/edr/tests/on_run_end/union_metrics_query.sql", + "unique_id": "macro.elementary.union_metrics_query", + "macro_sql": "{% macro union_metrics_query(temp_metrics_tables) %}\n {%- if temp_metrics_tables | length > 0 %}\n {%- set union_temp_query -%}\n with union_temps_metrics as (\n {%- for temp_table in temp_metrics_tables -%}\n select * from {{ temp_table }}\n {%- if not loop.last %} union all {% endif %}\n {%- endfor %}\n ),\n metrics_with_duplicates as (\n select *,\n row_number() over (partition by id order by updated_at desc) as row_number\n from union_temps_metrics\n )\n select\n id,\n full_table_name,\n column_name,\n metric_name,\n metric_value,\n source_value,\n bucket_start,\n bucket_end,\n bucket_duration_hours,\n updated_at,\n dimension,\n dimension_value,\n metric_properties\n from metrics_with_duplicates\n where row_number = 1\n {%- endset %}\n {{ return(union_temp_query) }}\n {%- endif %}\n {{ return(none) }}\n{% endmacro %}", + "depends_on": { "macros": [] }, + "description": "", + "meta": {}, + "docs": { "show": true, "node_color": null }, + "patch_path": null, + "arguments": [], + "created_at": 1699027426.1842198, + "supported_languages": null + }, + "macro.elementary.insert_metrics": { + "name": "insert_metrics", + "resource_type": "macro", + "package_name": "elementary", + "path": "macros/edr/tests/on_run_end/insert_metrics.sql", + "original_file_path": "macros/edr/tests/on_run_end/insert_metrics.sql", + "unique_id": "macro.elementary.insert_metrics", + "macro_sql": "{% macro insert_metrics() %}\n {% set metrics = elementary.get_cache(\"tables\").get(\"metrics\").get(\"rows\") %}\n {% set database_name, schema_name = elementary.get_package_database_and_schema() %}\n {%- set target_relation = adapter.get_relation(database=database_name, schema=schema_name, identifier='data_monitoring_metrics') -%}\n {% if not target_relation %}\n {% do exceptions.warn(\"Couldn't find Elementary's models. Please run `dbt run -s elementary`.\") %}\n {% do return(none) %}\n {% endif %}\n\n {{ elementary.file_log(\"Inserting {} metrics into {}.\".format(metrics | length, target_relation)) }}\n {% do elementary.insert_rows(target_relation, metrics, should_commit=true) %}\n{% endmacro %}", + "depends_on": { + "macros": [ + "macro.elementary.get_cache", + "macro.elementary.get_package_database_and_schema", + "macro.elementary.file_log", + "macro.elementary.insert_rows" + ] + }, + "description": "", + "meta": {}, + "docs": { "show": true, "node_color": null }, + "patch_path": null, + "arguments": [], + "created_at": 1699027426.185067, + "supported_languages": null + }, + "macro.elementary.union_columns_snapshot_query": { + "name": "union_columns_snapshot_query", + "resource_type": "macro", + "package_name": "elementary", + "path": "macros/edr/tests/on_run_end/union_columns_snapshot_query.sql", + "original_file_path": "macros/edr/tests/on_run_end/union_columns_snapshot_query.sql", + "unique_id": "macro.elementary.union_columns_snapshot_query", + "macro_sql": "{% macro union_columns_snapshot_query(temp_columns_snapshot_tables) %}\n {%- if temp_columns_snapshot_tables | length > 0 %}\n {%- set union_temp_query -%}\n with union_temp_columns_snapshot as (\n {%- for temp_table in temp_columns_snapshot_tables -%}\n select * from {{ temp_table }}\n {%- if not loop.last %} union all {% endif %}\n {%- endfor %}\n ),\n columns_snapshot_with_duplicates as (\n select *,\n row_number() over (partition by column_state_id order by detected_at desc) as row_number\n from union_temp_columns_snapshot\n )\n select\n column_state_id,\n full_column_name,\n full_table_name,\n column_name,\n data_type,\n is_new,\n detected_at\n from columns_snapshot_with_duplicates\n where row_number = 1\n {%- endset %}\n {{ return(union_temp_query) }}\n {%- endif %}\n {{ return(none) }}\n{% endmacro %}", + "depends_on": { "macros": [] }, + "description": "", + "meta": {}, + "docs": { "show": true, "node_color": null }, + "patch_path": null, + "arguments": [], + "created_at": 1699027426.185889, + "supported_languages": null + }, + "macro.elementary.handle_tests_results": { + "name": "handle_tests_results", + "resource_type": "macro", + "package_name": "elementary", + "path": "macros/edr/tests/on_run_end/handle_tests_results.sql", + "original_file_path": "macros/edr/tests/on_run_end/handle_tests_results.sql", + "unique_id": "macro.elementary.handle_tests_results", + "macro_sql": "{% macro handle_tests_results() %}\n {{ elementary.file_log(\"Handling test results.\") }}\n {% set cached_elementary_test_results = elementary.get_cache(\"elementary_test_results\") %}\n {% set cached_elementary_test_failed_row_counts = elementary.get_cache(\"elementary_test_failed_row_counts\") %}\n {% set store_result_rows_in_own_table = elementary.get_config_var(\"store_result_rows_in_own_table\") %}\n {% set elementary_test_results = elementary.get_result_enriched_elementary_test_results(cached_elementary_test_results, cached_elementary_test_failed_row_counts, render_result_rows=(not store_result_rows_in_own_table)) %}\n {% if store_result_rows_in_own_table %}\n {% set test_result_rows = elementary.pop_test_result_rows(elementary_test_results) %}\n {% endif %}\n {% set tables_cache = elementary.get_cache(\"tables\") %}\n {% set test_metrics_tables = tables_cache.get(\"metrics\").get(\"relations\") %}\n {% set test_columns_snapshot_tables = tables_cache.get(\"schema_snapshots\") %}\n {% set database_name, schema_name = elementary.get_package_database_and_schema('elementary') %}\n {% do elementary.insert_data_monitoring_metrics(database_name, schema_name, test_metrics_tables) %}\n {% do elementary.insert_schema_columns_snapshot(database_name, schema_name, test_columns_snapshot_tables) %}\n {% if elementary.get_config_var(\"clean_elementary_temp_tables\") %}\n {% do elementary.clean_elementary_test_tables() %}\n {% endif %}\n {% if test_result_rows %}\n {% set test_result_rows_relation = adapter.get_relation(database=database_name, schema=schema_name, identifier='test_result_rows') %}\n {% do elementary.insert_rows(test_result_rows_relation, test_result_rows, should_commit=True) %}\n {% endif %}\n {% if elementary_test_results %}\n {% set elementary_test_results_relation = adapter.get_relation(database=database_name, schema=schema_name, identifier='elementary_test_results') %}\n {% do elementary.insert_rows(elementary_test_results_relation, elementary_test_results, should_commit=True) %}\n {% endif %}\n {% do elementary.file_log(\"Handled test results successfully.\") %}\n {% do return('') %}\n{% endmacro %}", + "depends_on": { + "macros": [ + "macro.elementary.file_log", + "macro.elementary.get_cache", + "macro.elementary.get_config_var", + "macro.elementary.get_result_enriched_elementary_test_results", + "macro.elementary.pop_test_result_rows", + "macro.elementary.get_package_database_and_schema", + "macro.elementary.insert_data_monitoring_metrics", + "macro.elementary.insert_schema_columns_snapshot", + "macro.elementary.clean_elementary_test_tables", + "macro.elementary.insert_rows" + ] + }, + "description": "", + "meta": {}, + "docs": { "show": true, "node_color": null }, + "patch_path": null, + "arguments": [], + "created_at": 1699027426.193656, + "supported_languages": null + }, + "macro.elementary.get_result_enriched_elementary_test_results": { + "name": "get_result_enriched_elementary_test_results", + "resource_type": "macro", + "package_name": "elementary", + "path": "macros/edr/tests/on_run_end/handle_tests_results.sql", + "original_file_path": "macros/edr/tests/on_run_end/handle_tests_results.sql", + "unique_id": "macro.elementary.get_result_enriched_elementary_test_results", + "macro_sql": "{% macro get_result_enriched_elementary_test_results(cached_elementary_test_results, cached_elementary_test_failed_row_counts, render_result_rows=false) %}\n {% set elementary_test_results = [] %}\n\n {% for result in results | selectattr('node.resource_type', '==', 'test') %}\n {% set result = result.to_dict() %}\n {% set elementary_test_results_rows = cached_elementary_test_results.get(result.node.unique_id) %}\n {% set elementary_test_failed_row_count = cached_elementary_test_failed_row_counts.get(result.node.unique_id) %}\n\n {# Materializing the test failed and therefore was not added to the cache. #}\n {% if not elementary_test_results_rows %}\n {% set flattened_test = elementary.flatten_test(result.node) %}\n {% set elementary_test_results_rows = [elementary.get_dbt_test_result_row(flattened_test)] %}\n {% endif %}\n\n {% for elementary_test_results_row in elementary_test_results_rows %}\n {% set failures = elementary_test_results_row.get(\"failures\", result.failures) %}\n {% set status = \"pass\" if failures == 0 else result.status %}\n {% do elementary_test_results_row.update({'status': status, 'failures': failures, 'invocation_id': invocation_id, \n 'failed_row_count': elementary_test_failed_row_count}) %}\n {% do elementary_test_results_row.setdefault('test_results_description', result.message) %}\n {% if render_result_rows %}\n {% do elementary_test_results_row.update({\"result_rows\": elementary.render_result_rows(elementary_test_results_row.result_rows)}) %}\n {% endif %}\n {% do elementary_test_results.append(elementary_test_results_row) %}\n {% endfor %}\n {% endfor %}\n\n {% do return(elementary_test_results) %}\n{% endmacro %}", + "depends_on": { + "macros": [ + "macro.elementary.flatten_test", + "macro.elementary.get_dbt_test_result_row", + "macro.elementary.render_result_rows" + ] + }, + "description": "", + "meta": {}, + "docs": { "show": true, "node_color": null }, + "patch_path": null, + "arguments": [], + "created_at": 1699027426.1950662, + "supported_languages": null + }, + "macro.elementary.insert_data_monitoring_metrics": { + "name": "insert_data_monitoring_metrics", + "resource_type": "macro", + "package_name": "elementary", + "path": "macros/edr/tests/on_run_end/handle_tests_results.sql", + "original_file_path": "macros/edr/tests/on_run_end/handle_tests_results.sql", + "unique_id": "macro.elementary.insert_data_monitoring_metrics", + "macro_sql": "{% macro insert_data_monitoring_metrics(database_name, schema_name, test_metrics_tables) %}\n {%- if not test_metrics_tables %}\n {% do return(none) %}\n {% endif %}\n\n {%- set test_tables_union_query = elementary.union_metrics_query(test_metrics_tables) -%}\n {% if not test_tables_union_query %}\n {% do return(none) %}\n {% endif %}\n\n {%- set target_relation = adapter.get_relation(database=database_name, schema=schema_name, identifier='data_monitoring_metrics') -%}\n {% if not target_relation %}\n {% do exceptions.raise_compiler_error(\"Couldn't find Elementary's models. Please run `dbt run -s elementary`.\") %}\n {% endif %}\n\n {%- set temp_relation = elementary.make_temp_view_relation(target_relation) -%}\n {% set insert_query %}\n INSERT INTO {{ target_relation }} (\n id,\n full_table_name,\n column_name,\n metric_name,\n metric_value,\n source_value,\n bucket_start,\n bucket_end,\n bucket_duration_hours,\n updated_at,\n dimension,\n dimension_value,\n metric_properties,\n created_at\n )\n SELECT\n id,\n full_table_name,\n column_name,\n metric_name,\n metric_value,\n source_value,\n bucket_start,\n bucket_end,\n bucket_duration_hours,\n updated_at,\n dimension,\n dimension_value,\n metric_properties,\n {{ elementary.edr_current_timestamp() }} as created_at\n FROM {{ temp_relation }}\n {% endset %}\n\n {{ elementary.file_log(\"Inserting metrics into {}.\".format(target_relation)) }}\n {%- do elementary.run_query(dbt.create_table_as(True, temp_relation, test_tables_union_query)) %}\n {% do elementary.run_query(insert_query) %}\n{% endmacro %}", + "depends_on": { + "macros": [ + "macro.elementary.union_metrics_query", + "macro.elementary.make_temp_view_relation", + "macro.elementary.edr_current_timestamp", + "macro.elementary.file_log", + "macro.elementary.run_query", + "macro.dbt.create_table_as" + ] + }, + "description": "", + "meta": {}, + "docs": { "show": true, "node_color": null }, + "patch_path": null, + "arguments": [], + "created_at": 1699027426.196084, + "supported_languages": null + }, + "macro.elementary.insert_schema_columns_snapshot": { + "name": "insert_schema_columns_snapshot", + "resource_type": "macro", + "package_name": "elementary", + "path": "macros/edr/tests/on_run_end/handle_tests_results.sql", + "original_file_path": "macros/edr/tests/on_run_end/handle_tests_results.sql", + "unique_id": "macro.elementary.insert_schema_columns_snapshot", + "macro_sql": "{% macro insert_schema_columns_snapshot(database_name, schema_name, test_columns_snapshot_tables) %}\n {%- if not test_columns_snapshot_tables %}\n {% do return(none) %}\n {% endif %}\n\n {%- set test_tables_union_query = elementary.union_columns_snapshot_query(test_columns_snapshot_tables) -%}\n {% if not test_tables_union_query %}\n {% do return(none) %}\n {% endif %}\n\n {%- set target_relation = adapter.get_relation(database=database_name, schema=schema_name, identifier='schema_columns_snapshot') -%}\n {% if not target_relation %}\n {% do exceptions.raise_compiler_error(\"Couldn't find Elementary's models. Please run `dbt run -s elementary`.\") %}\n {% endif %}\n\n {%- set temp_relation = elementary.make_temp_view_relation(target_relation) -%}\n {% set insert_query %}\n INSERT INTO {{ target_relation }} (\n column_state_id,\n full_column_name,\n full_table_name,\n column_name,\n data_type,\n is_new,\n detected_at,\n created_at\n )\n SELECT\n column_state_id,\n full_column_name,\n full_table_name,\n column_name,\n data_type,\n is_new,\n detected_at,\n {{ elementary.edr_current_timestamp() }} as created_at\n FROM {{ temp_relation }}\n {% endset %}\n\n {{ elementary.file_log(\"Inserting schema columns snapshot into {}.\".format(target_relation)) }}\n {%- do elementary.run_query(dbt.create_table_as(True, temp_relation, test_tables_union_query)) %}\n {% do elementary.run_query(insert_query) %}\n{% endmacro %}", + "depends_on": { + "macros": [ + "macro.elementary.union_columns_snapshot_query", + "macro.elementary.make_temp_view_relation", + "macro.elementary.edr_current_timestamp", + "macro.elementary.file_log", + "macro.elementary.run_query", + "macro.dbt.create_table_as" + ] + }, + "description": "", + "meta": {}, + "docs": { "show": true, "node_color": null }, + "patch_path": null, + "arguments": [], + "created_at": 1699027426.197126, + "supported_languages": null + }, + "macro.elementary.pop_test_result_rows": { + "name": "pop_test_result_rows", + "resource_type": "macro", + "package_name": "elementary", + "path": "macros/edr/tests/on_run_end/handle_tests_results.sql", + "original_file_path": "macros/edr/tests/on_run_end/handle_tests_results.sql", + "unique_id": "macro.elementary.pop_test_result_rows", + "macro_sql": "{% macro pop_test_result_rows(elementary_test_results) %}\n {% set result_rows = [] %}\n {% for test_result in elementary_test_results %}\n {% for result_row in test_result.pop('result_rows', []) %}\n {% do result_rows.append({\n \"elementary_test_results_id\": test_result.id,\n \"detected_at\": test_result.detected_at,\n \"result_row\": result_row\n }) %}\n {% endfor %}\n {% endfor %}\n {% do return(result_rows) %}\n{% endmacro %}", + "depends_on": { "macros": [] }, + "description": "", + "meta": {}, + "docs": { "show": true, "node_color": null }, + "patch_path": null, + "arguments": [], + "created_at": 1699027426.197655, + "supported_languages": null + }, + "macro.elementary.render_result_rows": { + "name": "render_result_rows", + "resource_type": "macro", + "package_name": "elementary", + "path": "macros/edr/tests/on_run_end/handle_tests_results.sql", + "original_file_path": "macros/edr/tests/on_run_end/handle_tests_results.sql", + "unique_id": "macro.elementary.render_result_rows", + "macro_sql": "{% macro render_result_rows(test_result_rows) %}\n {% set column_size = elementary.get_column_size() %}\n {% if not column_size or (tojson(test_result_rows) | length) < column_size %}\n {% do return(test_result_rows) %}\n {% endif %}\n {% do return(none) %}\n{% endmacro %}", + "depends_on": { "macros": ["macro.elementary.get_column_size"] }, + "description": "", + "meta": {}, + "docs": { "show": true, "node_color": null }, + "patch_path": null, + "arguments": [], + "created_at": 1699027426.198055, + "supported_languages": null + }, + "macro.elementary.init_elementary_graph": { + "name": "init_elementary_graph", + "resource_type": "macro", + "package_name": "elementary", + "path": "macros/edr/tests/on_run_start/init_elementary_graph.sql", + "original_file_path": "macros/edr/tests/on_run_start/init_elementary_graph.sql", + "unique_id": "macro.elementary.init_elementary_graph", + "macro_sql": "{% macro init_elementary_graph() %}\n {% do graph.setdefault(\"elementary\", {\n \"elementary_test_results\": {},\n \"elementary_test_failed_row_counts\": {},\n \"tests_schema_name\": none,\n \"tables\": {\n \"metrics\": {\n \"relations\": [],\n \"rows\": []\n },\n \"schema_snapshots\": []\n },\n \"temp_test_table_relations_map\": {},\n }) %}\n{% endmacro %}", + "depends_on": { "macros": [] }, + "description": "", + "meta": {}, + "docs": { "show": true, "node_color": null }, + "patch_path": null, + "arguments": [], + "created_at": 1699027426.1985338, + "supported_languages": null + }, + "macro.elementary.recommend_dbt_core_artifacts_upgrade": { + "name": "recommend_dbt_core_artifacts_upgrade", + "resource_type": "macro", + "package_name": "elementary", + "path": "macros/edr/tests/on_run_start/recommend_dbt_core_artifacts_upgrade.sql", + "original_file_path": "macros/edr/tests/on_run_start/recommend_dbt_core_artifacts_upgrade.sql", + "unique_id": "macro.elementary.recommend_dbt_core_artifacts_upgrade", + "macro_sql": "{% macro recommend_dbt_core_artifacts_upgrade() %}\n {% if elementary.get_config_var(\"mute_dbt_upgrade_recommendation\") %}\n {% do return(none) %}\n {% endif %}\n\n {% set major, minor, revision = dbt_version.split(\".\") %}\n {% set major = major | int %}\n {% set minor = minor | int %}\n {% if major < 1 or major == 1 and minor < 4 %}\n {%- set msg %}\nYou are using dbt version {{ dbt_version }}.\nElementary introduced major performance improvements for dbt version 1.4.0 or later.\nMore information on the performance impact can be found here: https://docs.elementary-data.com/dbt/on-run-end_hooks#performance-impact-of-on-run-end-hooks\nThis message can be muted by setting the 'mute_dbt_upgrade_recommendation' var to true.\n {% endset %}\n {% do log(msg, info=true) %}\n {% endif %}\n{% endmacro %}", + "depends_on": { "macros": ["macro.elementary.get_config_var"] }, + "description": "", + "meta": {}, + "docs": { "show": true, "node_color": null }, + "patch_path": null, + "arguments": [], + "created_at": 1699027426.199409, + "supported_languages": null + }, + "macro.elementary.create_elementary_tests_schema": { + "name": "create_elementary_tests_schema", + "resource_type": "macro", + "package_name": "elementary", + "path": "macros/edr/tests/on_run_start/create_elementary_tests_schema.sql", + "original_file_path": "macros/edr/tests/on_run_start/create_elementary_tests_schema.sql", + "unique_id": "macro.elementary.create_elementary_tests_schema", + "macro_sql": "{% macro create_elementary_tests_schema() %}\n {% if execute and flags.WHICH in ['test', 'build'] %}\n {% set database_name, schema_name = elementary.get_package_database_and_schema('elementary') %}\n {% set tests_schema_name = elementary.get_elementary_tests_schema(database_name, schema_name) %}\n {%- if tests_schema_name != schema_name and not adapter.check_schema_exists(database_name, tests_schema_name) %}\n {{ elementary.edr_log(\"Creating Elementary's tests schema.\") }}\n {% set schema_relation = api.Relation.create(database=database_name, schema=tests_schema_name).without_identifier() %}\n {%- do dbt.create_schema(schema_relation) %}\n {% do adapter.commit() %}\n {%- endif %}\n {% endif %}\n {{ return('') }}\n{% endmacro %}", + "depends_on": { + "macros": [ + "macro.elementary.get_package_database_and_schema", + "macro.elementary.get_elementary_tests_schema", + "macro.elementary.edr_log", + "macro.dbt.create_schema" + ] + }, + "description": "", + "meta": {}, + "docs": { "show": true, "node_color": null }, + "patch_path": null, + "arguments": [], + "created_at": 1699027426.200358, + "supported_languages": null + }, + "macro.elementary.get_days_back": { + "name": "get_days_back", + "resource_type": "macro", + "package_name": "elementary", + "path": "macros/edr/tests/test_configuration/get_days_back.sql", + "original_file_path": "macros/edr/tests/test_configuration/get_days_back.sql", + "unique_id": "macro.elementary.get_days_back", + "macro_sql": "{% macro get_days_back(days_back, model_graph_node, seasonality=none) %}\n {% set days_back = elementary.get_test_argument('days_back', days_back, model_graph_node) %}\n {% if seasonality in [\"day_of_week\", \"hour_of_week\"] %}\n {% do return(days_back * 7) %}\n {% endif %}\n {% do return(days_back) %}\n{% endmacro %}", + "depends_on": { "macros": ["macro.elementary.get_test_argument"] }, + "description": "", + "meta": {}, + "docs": { "show": true, "node_color": null }, + "patch_path": null, + "arguments": [], + "created_at": 1699027426.200832, + "supported_languages": null + }, + "macro.elementary.get_daily_time_bucket": { + "name": "get_daily_time_bucket", + "resource_type": "macro", + "package_name": "elementary", + "path": "macros/edr/tests/test_configuration/get_time_bucket.sql", + "original_file_path": "macros/edr/tests/test_configuration/get_time_bucket.sql", + "unique_id": "macro.elementary.get_daily_time_bucket", + "macro_sql": "{% macro get_daily_time_bucket() %}\n {% do return({\"period\": \"day\", \"count\": 1}) %}\n{% endmacro %}", + "depends_on": { "macros": [] }, + "description": "", + "meta": {}, + "docs": { "show": true, "node_color": null }, + "patch_path": null, + "arguments": [], + "created_at": 1699027426.203948, + "supported_languages": null + }, + "macro.elementary.get_default_time_bucket": { + "name": "get_default_time_bucket", + "resource_type": "macro", + "package_name": "elementary", + "path": "macros/edr/tests/test_configuration/get_time_bucket.sql", + "original_file_path": "macros/edr/tests/test_configuration/get_time_bucket.sql", + "unique_id": "macro.elementary.get_default_time_bucket", + "macro_sql": "{% macro get_default_time_bucket() %}\n {% do return(elementary.get_daily_time_bucket()) %}\n{% endmacro %}", + "depends_on": { + "macros": ["macro.elementary.get_daily_time_bucket"] + }, + "description": "", + "meta": {}, + "docs": { "show": true, "node_color": null }, + "patch_path": null, + "arguments": [], + "created_at": 1699027426.204097, + "supported_languages": null + }, + "macro.elementary.get_time_bucket": { + "name": "get_time_bucket", + "resource_type": "macro", + "package_name": "elementary", + "path": "macros/edr/tests/test_configuration/get_time_bucket.sql", + "original_file_path": "macros/edr/tests/test_configuration/get_time_bucket.sql", + "unique_id": "macro.elementary.get_time_bucket", + "macro_sql": "{% macro get_time_bucket(time_bucket, model_graph_node) %}\n {%- set configured_time_bucket = elementary.get_test_argument('time_bucket', time_bucket, model_graph_node) %}\n {%- do elementary.validate_time_bucket(configured_time_bucket) %}\n {%- set default_time_bucket = elementary.get_default_time_bucket() %}\n\n {%- if not configured_time_bucket %}\n {{ return(default_time_bucket) }}\n {%- else %}\n {%- set time_bucket = default_time_bucket.copy() %}\n {%- do time_bucket.update(configured_time_bucket) %}\n {{ return(time_bucket) }}\n {%- endif %}\n{% endmacro %}", + "depends_on": { + "macros": [ + "macro.elementary.get_test_argument", + "macro.elementary.validate_time_bucket", + "macro.elementary.get_default_time_bucket" + ] + }, + "description": "", + "meta": {}, + "docs": { "show": true, "node_color": null }, + "patch_path": null, + "arguments": [], + "created_at": 1699027426.204661, + "supported_languages": null + }, + "macro.elementary.validate_time_bucket": { + "name": "validate_time_bucket", + "resource_type": "macro", + "package_name": "elementary", + "path": "macros/edr/tests/test_configuration/get_time_bucket.sql", + "original_file_path": "macros/edr/tests/test_configuration/get_time_bucket.sql", + "unique_id": "macro.elementary.validate_time_bucket", + "macro_sql": "{% macro validate_time_bucket(time_bucket) %}\n {% if time_bucket %}\n {%- if time_bucket is not mapping %}\n {% do exceptions.raise_compiler_error(\n \"\n Invalid time_bucket format. Expected format:\n\n time_bucket:\n count: int\n period: string\n \") %}\n {%- endif %}\n {%- if time_bucket is mapping %}\n {%- set invalid_keys = [] %}\n {%- set valid_keys = ['period', 'count'] %}\n {%- for key, value in time_bucket.items() %}\n {%- if key not in valid_keys %}\n {%- do invalid_keys.append(key) -%}\n {%- endif %}\n {%- endfor %}\n {%- if invalid_keys | length > 0 %}\n {% do exceptions.raise_compiler_error(\n (\"\n Found invalid keys in time_bucket: {0}.\n Supported keys: {1}.\n Expected format:\n\n time_bucket:\n count: int\n period: string\n \").format(invalid_keys, valid_keys)) %}\n {%- endif %}\n {%- endif %}\n\n {% if time_bucket.count and time_bucket.count is not integer %}\n {% do exceptions.raise_compiler_error(\"time_bucket.count expects valid integer, got: {} (If it's an integer, try to remove quotes)\".format(time_bucket.count)) %}\n {% endif %}\n {% if time_bucket.count <= 0 %}\n {% do exceptions.raise_compiler_error(\"time_bucket.count has to be larger than 0, got: {})\".format(time_bucket.count)) %}\n {% endif %}\n {% set supported_periods = adapter.dispatch(\"supported_periods\", \"elementary\")() %}\n {% if time_bucket.period and time_bucket.period not in supported_periods %}\n {% do exceptions.raise_compiler_error(\"time_bucket.period value should be one of {0}, got: {1}\".format(supported_periods, time_bucket.period)) %}\n {% endif %}\n {% endif %}\n{% endmacro %}", + "depends_on": { + "macros": ["macro.elementary.default__supported_periods"] + }, + "description": "", + "meta": {}, + "docs": { "show": true, "node_color": null }, + "patch_path": null, + "arguments": [], + "created_at": 1699027426.206084, + "supported_languages": null + }, + "macro.elementary.default__supported_periods": { + "name": "default__supported_periods", + "resource_type": "macro", + "package_name": "elementary", + "path": "macros/edr/tests/test_configuration/get_time_bucket.sql", + "original_file_path": "macros/edr/tests/test_configuration/get_time_bucket.sql", + "unique_id": "macro.elementary.default__supported_periods", + "macro_sql": "{% macro default__supported_periods() %}\n {% do return([\"hour\", \"day\", \"week\", \"month\"]) %}\n{% endmacro %}", + "depends_on": { "macros": [] }, + "description": "", + "meta": {}, + "docs": { "show": true, "node_color": null }, + "patch_path": null, + "arguments": [], + "created_at": 1699027426.206263, + "supported_languages": null + }, + "macro.elementary.redshift__supported_periods": { + "name": "redshift__supported_periods", + "resource_type": "macro", + "package_name": "elementary", + "path": "macros/edr/tests/test_configuration/get_time_bucket.sql", + "original_file_path": "macros/edr/tests/test_configuration/get_time_bucket.sql", + "unique_id": "macro.elementary.redshift__supported_periods", + "macro_sql": "{% macro redshift__supported_periods() %}\n {% do return([\"hour\", \"day\", \"week\"]) %}\n{% endmacro %}", + "depends_on": { "macros": [] }, + "description": "", + "meta": {}, + "docs": { "show": true, "node_color": null }, + "patch_path": null, + "arguments": [], + "created_at": 1699027426.2064168, + "supported_languages": null + }, + "macro.elementary.get_anomalies_test_configuration": { + "name": "get_anomalies_test_configuration", + "resource_type": "macro", + "package_name": "elementary", + "path": "macros/edr/tests/test_configuration/get_anomalies_test_configuration.sql", + "original_file_path": "macros/edr/tests/test_configuration/get_anomalies_test_configuration.sql", + "unique_id": "macro.elementary.get_anomalies_test_configuration", + "macro_sql": "{% macro get_anomalies_test_configuration(model_relation,\n mandatory_params,\n timestamp_column,\n where_expression,\n anomaly_sensitivity,\n anomaly_direction,\n min_training_set_size,\n time_bucket,\n days_back,\n backfill_days,\n seasonality,\n freshness_column,\n event_timestamp_column,\n dimensions,\n sensitivity) %}\n\n {%- set model_graph_node = elementary.get_model_graph_node(model_relation) %}\n\n {# All anomaly detection tests #}\n {%- set timestamp_column = elementary.get_test_argument('timestamp_column', timestamp_column, model_graph_node) %}\n {%- set where_expression = elementary.get_test_argument('where_expression', where_expression, model_graph_node) %}\n {# We had a names mix in sensitivity/anomaly_sensitivity, this keeps backwards competability #}\n {%- set anomaly_sensitivity = sensitivity if sensitivity else elementary.get_test_argument('anomaly_sensitivity', anomaly_sensitivity, model_graph_node) %}\n {%- set anomaly_direction = elementary.get_anomaly_direction(anomaly_direction, model_graph_node) %}\n {%- set min_training_set_size = elementary.get_test_argument('min_training_set_size', min_training_set_size, model_graph_node) %}\n {%- set backfill_days = elementary.get_test_argument('backfill_days', backfill_days, model_graph_node) %}\n\n {# timestamp_column anomaly detection tests #}\n {%- set time_bucket = elementary.get_time_bucket(time_bucket, model_graph_node) %}\n {%- set days_back = elementary.get_days_back(days_back, model_graph_node, seasonality) %}\n {%- set seasonality = elementary.get_seasonality(seasonality, model_graph_node, time_bucket, timestamp_column) %}\n\n {% set test_configuration =\n {'timestamp_column': timestamp_column,\n 'where_expression': where_expression,\n 'anomaly_sensitivity': anomaly_sensitivity,\n 'anomaly_direction': anomaly_direction,\n 'min_training_set_size': min_training_set_size,\n 'time_bucket': time_bucket,\n 'days_back': days_back,\n 'backfill_days': backfill_days,\n 'seasonality': seasonality,\n 'freshness_column': freshness_column,\n 'event_timestamp_column': event_timestamp_column,\n 'dimensions': dimensions\n } %}\n {%- set test_configuration = elementary.empty_dict_keys_to_none(test_configuration) -%}\n {%- do elementary.validate_mandatory_configuration(test_configuration, mandatory_params) -%}\n\n {# Changes in these configs impact the metric id of the test. #}\n {# If these configs change, we ignore the old metrics and recalculate. #}\n {% set metric_properties =\n {'timestamp_column': timestamp_column,\n 'where_expression': where_expression,\n 'time_bucket': time_bucket,\n 'freshness_column': freshness_column,\n 'event_timestamp_column': event_timestamp_column,\n 'dimensions': dimensions\n } %}\n {%- set metric_properties = elementary.empty_dict_keys_to_none(metric_properties) -%}\n\n {# Adding to cache so test configuration will be available outside the test context #}\n {%- set test_unique_id = elementary.get_test_unique_id() %}\n {%- do elementary.set_cache(test_unique_id, test_configuration) -%}\n\n {{ return([test_configuration, metric_properties]) }}\n{% endmacro %}", + "depends_on": { + "macros": [ + "macro.elementary.get_model_graph_node", + "macro.elementary.get_test_argument", + "macro.elementary.get_anomaly_direction", + "macro.elementary.get_time_bucket", + "macro.elementary.get_days_back", + "macro.elementary.get_seasonality", + "macro.elementary.empty_dict_keys_to_none", + "macro.elementary.validate_mandatory_configuration", + "macro.elementary.get_test_unique_id", + "macro.elementary.set_cache" + ] + }, + "description": "", + "meta": {}, + "docs": { "show": true, "node_color": null }, + "patch_path": null, + "arguments": [], + "created_at": 1699027426.2095602, + "supported_languages": null + }, + "macro.elementary.validate_mandatory_configuration": { + "name": "validate_mandatory_configuration", + "resource_type": "macro", + "package_name": "elementary", + "path": "macros/edr/tests/test_configuration/get_anomalies_test_configuration.sql", + "original_file_path": "macros/edr/tests/test_configuration/get_anomalies_test_configuration.sql", + "unique_id": "macro.elementary.validate_mandatory_configuration", + "macro_sql": "{% macro validate_mandatory_configuration(test_configuration, mandatory_params) %}\n {%- set mandatory_configuration = ['anomaly_sensitivity', 'anomaly_direction', 'min_training_set_size', 'backfill_days'] %}\n {%- set with_timestamp_mandatory_configuration = ['time_bucket', 'days_back'] %}\n {%- set missing_mandatory_params = [] %}\n\n {%- if mandatory_params and mandatory_params is iterable %}\n {%- set mandatory_configuration = elementary.union_lists(mandatory_configuration, mandatory_params) %}\n {%- endif %}\n {%- if test_configuration.timestamp_column %}\n {%- set mandatory_configuration = elementary.union_lists(mandatory_configuration, with_timestamp_mandatory_configuration) %}\n {%- endif %}\n\n {%- for mandatory_param in mandatory_configuration %}\n {%- if not test_configuration.get(mandatory_param) %}\n {%- do missing_mandatory_params.append(mandatory_param) -%}\n {%- endif %}\n {%- endfor %}\n {%- if missing_mandatory_params | length > 0 %}\n {% do exceptions.raise_compiler_error('Missing mandatory configuration: {}'.format(missing_mandatory_params)) %}\n {%- endif %}\n{% endmacro %}", + "depends_on": { "macros": ["macro.elementary.union_lists"] }, + "description": "", + "meta": {}, + "docs": { "show": true, "node_color": null }, + "patch_path": null, + "arguments": [], + "created_at": 1699027426.210491, + "supported_languages": null + }, + "macro.elementary.get_anomaly_direction": { + "name": "get_anomaly_direction", + "resource_type": "macro", + "package_name": "elementary", + "path": "macros/edr/tests/test_configuration/get_anomaly_direction.sql", + "original_file_path": "macros/edr/tests/test_configuration/get_anomaly_direction.sql", + "unique_id": "macro.elementary.get_anomaly_direction", + "macro_sql": "{% macro get_anomaly_direction(anomaly_direction, model_graph_node) %}\n {%- set anomaly_direction = elementary.get_test_argument('anomaly_direction', anomaly_direction, model_graph_node) | lower %}\n {%- do elementary.validate_anomaly_direction(anomaly_direction) -%}\n {{ return(anomaly_direction) }}\n{% endmacro %}", + "depends_on": { + "macros": [ + "macro.elementary.get_test_argument", + "macro.elementary.validate_anomaly_direction" + ] + }, + "description": "", + "meta": {}, + "docs": { "show": true, "node_color": null }, + "patch_path": null, + "arguments": [], + "created_at": 1699027426.2110348, + "supported_languages": null + }, + "macro.elementary.validate_anomaly_direction": { + "name": "validate_anomaly_direction", + "resource_type": "macro", + "package_name": "elementary", + "path": "macros/edr/tests/test_configuration/get_anomaly_direction.sql", + "original_file_path": "macros/edr/tests/test_configuration/get_anomaly_direction.sql", + "unique_id": "macro.elementary.validate_anomaly_direction", + "macro_sql": "{% macro validate_anomaly_direction(anomaly_direction) %}\n {% if anomaly_direction %}\n {% set direction_case_insensitive = anomaly_direction %}\n {% if direction_case_insensitive not in ['drop','spike','both'] %}\n {% do exceptions.raise_compiler_error('Supported anomaly directions are: both, drop, spike. received anomaly_direction: {}'.format(anomaly_direction)) %}\n {% endif %}\n {% else %}\n {% do exceptions.raise_compiler_error('anomaly_direction can\\'t be empty. Supported anomaly directions are: both, drop, spike') %}\n {% endif %}\n{% endmacro %}", + "depends_on": { "macros": [] }, + "description": "", + "meta": {}, + "docs": { "show": true, "node_color": null }, + "patch_path": null, + "arguments": [], + "created_at": 1699027426.2114692, + "supported_languages": null + }, + "macro.elementary.get_seasonality": { + "name": "get_seasonality", + "resource_type": "macro", + "package_name": "elementary", + "path": "macros/edr/tests/test_configuration/get_seasonality.sql", + "original_file_path": "macros/edr/tests/test_configuration/get_seasonality.sql", + "unique_id": "macro.elementary.get_seasonality", + "macro_sql": "{% macro get_seasonality(seasonality, model_graph_node, time_bucket, timestamp_column) %}\n {%- set seasonality = elementary.get_test_argument('seasonality', seasonality, model_graph_node) %}\n {%- do elementary.validate_seasonality(seasonality, time_bucket, timestamp_column) -%}\n {%- if seasonality %}\n {{ return(seasonality) }}\n {%- endif %}\n {{ return(none)}}\n{% endmacro %}", + "depends_on": { + "macros": [ + "macro.elementary.get_test_argument", + "macro.elementary.validate_seasonality" + ] + }, + "description": "", + "meta": {}, + "docs": { "show": true, "node_color": null }, + "patch_path": null, + "arguments": [], + "created_at": 1699027426.212563, + "supported_languages": null + }, + "macro.elementary.validate_seasonality": { + "name": "validate_seasonality", + "resource_type": "macro", + "package_name": "elementary", + "path": "macros/edr/tests/test_configuration/get_seasonality.sql", + "original_file_path": "macros/edr/tests/test_configuration/get_seasonality.sql", + "unique_id": "macro.elementary.validate_seasonality", + "macro_sql": "{% macro validate_seasonality(seasonality, time_bucket, timestamp_column) %}\n {% if seasonality %}\n {% if not timestamp_column %}\n {% do exceptions.raise_compiler_error('Test with seasonality must have a timestamp_column, but none was provided') %}\n {% endif %}\n {% set supported_seasonality_values = ['day_of_week', 'hour_of_day', 'hour_of_week'] %}\n {%- set seasonality = seasonality | lower %}\n {% if seasonality not in supported_seasonality_values %}\n {% do exceptions.raise_compiler_error('Seasonality value should be one of' ~ supported_seasonality_values ~ ', got ' ~ seasonality ~ ' instead') %}\n {% endif %}\n {% if seasonality == 'day_of_week' and ((time_bucket.count != 1) or (time_bucket.period != 'day')) %}\n {% do exceptions.raise_compiler_error('Daily seasonality is supported only with time_bucket 1 day, got period: ' ~ time_bucket.period ~ ' and count: ' ~ time_bucket.count ~ ' instead') %}\n {% elif seasonality in ['hour_of_day', 'hour_of_week'] and ((time_bucket.count != 1) or (time_bucket.period != 'hour')) %}\n {% do exceptions.raise_compiler_error('Hourly seasonality is supported only with time_bucket 1 hour, got period: ' ~ time_bucket.period ~ ' and count: ' ~ time_bucket.count ~ ' instead') %}\n {% endif %}\n {% endif %}\n{% endmacro %}", + "depends_on": { "macros": [] }, + "description": "", + "meta": {}, + "docs": { "show": true, "node_color": null }, + "patch_path": null, + "arguments": [], + "created_at": 1699027426.213665, + "supported_languages": null + }, + "macro.elementary.get_model_baseline_columns": { + "name": "get_model_baseline_columns", + "resource_type": "macro", + "package_name": "elementary", + "path": "macros/edr/tests/test_configuration/get_model_baseline_columns.sql", + "original_file_path": "macros/edr/tests/test_configuration/get_model_baseline_columns.sql", + "unique_id": "macro.elementary.get_model_baseline_columns", + "macro_sql": "{% macro get_model_baseline_columns(model, enforce_types=False) %}\n {# Get baseline columns #}\n {% set model_relation = dbt.load_relation(model) %}\n {% set model_graph_node = elementary.get_model_graph_node(model_relation) %}\n\n {% set baseline = [] %}\n {% set columns_without_types = [] %}\n {% for column in model_graph_node[\"columns\"].values() %}\n {% if \"data_type\" in column %}\n {% set info_schema_data_type = elementary.get_normalized_data_type(column[\"data_type\"]) %}\n {% else %}\n {% set info_schema_data_type = none %}\n {% endif %}\n {% set column_info = {\"column_name\": column[\"name\"], \"data_type\": info_schema_data_type } %}\n {% if column_info[\"data_type\"] is none %}\n {% do columns_without_types.append(column_info[\"column_name\"]) %}\n {% endif %}\n {% do baseline.append(column_info) %}\n {% endfor %}\n \n {% if columns_without_types %}\n {% if enforce_types %}\n {% do exceptions.raise_compiler_error(\"Data type not defined for columns `{}` on model `{}` for schema change from baseline test\".format(columns_without_types, model)) %}\n {% else %}\n {% do elementary.edr_log(\"Warning - missing data types for columns: \" ~ columns_without_types) %}\n {% endif %}\n {% endif %}\n\n {% do return(baseline) %}\n{% endmacro %}", + "depends_on": { + "macros": [ + "macro.dbt.load_relation", + "macro.elementary.get_model_graph_node", + "macro.elementary.get_normalized_data_type", + "macro.elementary.edr_log" + ] + }, "description": "", - "columns": {}, "meta": {}, - "group": null, "docs": { "show": true, "node_color": null }, "patch_path": null, - "build_path": "target/run/demo/models/core/schema.yml/accepted_values_orders_1ce6ab157c285f7cd2ac656013faf758.sql", - "deferred": false, - "unrendered_config": { - "alias": "accepted_values_orders_1ce6ab157c285f7cd2ac656013faf758" - }, - "created_at": 1693603074.051486, - "relation_name": null, - "raw_code": "{{ test_accepted_values(**_dbt_generic_test_kwargs) }}{{ config(alias=\"accepted_values_orders_1ce6ab157c285f7cd2ac656013faf758\") }}", - "language": "sql", - "refs": [{ "name": "orders", "package": null, "version": null }], - "sources": [], - "metrics": [], + "arguments": [], + "created_at": 1699027426.215512, + "supported_languages": null + }, + "macro.elementary.dbt_model_run_result_description": { + "name": "dbt_model_run_result_description", + "resource_type": "macro", + "package_name": "elementary", + "path": "macros/edr/alerts/dbt_run_results_description.sql", + "original_file_path": "macros/edr/alerts/dbt_run_results_description.sql", + "unique_id": "macro.elementary.dbt_model_run_result_description", + "macro_sql": "{% macro dbt_model_run_result_description() %}\n 'The model ' || name || ' returned ' || status || ' at ' || generated_at || ' on run ' || invocation_id\n{% endmacro %}", + "depends_on": { "macros": [] }, + "description": "", + "meta": {}, + "docs": { "show": true, "node_color": null }, + "patch_path": null, + "arguments": [], + "created_at": 1699027426.215631, + "supported_languages": null + }, + "macro.elementary.anomaly_detection_description": { + "name": "anomaly_detection_description", + "resource_type": "macro", + "package_name": "elementary", + "path": "macros/edr/alerts/anomaly_detection_description.sql", + "original_file_path": "macros/edr/alerts/anomaly_detection_description.sql", + "unique_id": "macro.elementary.anomaly_detection_description", + "macro_sql": "{% macro anomaly_detection_description() %}\n case\n when dimension is not null then {{ elementary.dimension_metric_description() }}\n when metric_name = 'freshness' then {{ elementary.freshness_description() }}\n when column_name is null then {{ elementary.table_metric_description() }}\n when column_name is not null then {{ elementary.column_metric_description() }}\n else null\n end as anomaly_description\n{% endmacro %}", "depends_on": { "macros": [ - "macro.dbt.test_accepted_values", - "macro.dbt.get_where_subquery", - "macro.dbt_snowflake.set_query_tag", - "macro.dbt.materialization_test_default", - "macro.dbt_snowflake.unset_query_tag" - ], - "nodes": ["model.demo.orders"] + "macro.elementary.dimension_metric_description", + "macro.elementary.freshness_description", + "macro.elementary.table_metric_description", + "macro.elementary.column_metric_description" + ] }, - "compiled_path": "target/compiled/demo/models/core/schema.yml/accepted_values_orders_1ce6ab157c285f7cd2ac656013faf758.sql", - "compiled": true, - "compiled_code": "\n \n \n\nwith all_values as (\n\n select\n status as value_field,\n count(*) as n_records\n\n from DEV.development_sung.orders\n group by status\n\n)\n\nselect *\nfrom all_values\nwhere value_field not in (\n 'placed','shipped','completed','return_pending','returned'\n)\n\n\n", - "extra_ctes_injected": true, - "extra_ctes": [], - "contract": { "enforced": false, "checksum": null }, - "column_name": "status", - "file_key_name": "models.orders", - "attached_node": "model.demo.orders" + "description": "", + "meta": {}, + "docs": { "show": true, "node_color": null }, + "patch_path": null, + "arguments": [], + "created_at": 1699027426.216471, + "supported_languages": null }, - "test.demo.not_null_orders_amount.106140f9fd": { - "test_metadata": { - "name": "not_null", - "kwargs": { - "column_name": "amount", - "model": "{{ get_where_subquery(ref('orders')) }}" - }, - "namespace": null + "macro.elementary.freshness_description": { + "name": "freshness_description", + "resource_type": "macro", + "package_name": "elementary", + "path": "macros/edr/alerts/anomaly_detection_description.sql", + "original_file_path": "macros/edr/alerts/anomaly_detection_description.sql", + "unique_id": "macro.elementary.freshness_description", + "macro_sql": "{% macro freshness_description() %}\n 'Last update was at ' || anomalous_value || ', ' || abs(round({{ elementary.edr_cast_as_numeric('metric_value/3600') }}, 2)) || ' hours ago. Usually the table is updated within ' || abs(round({{ elementary.edr_cast_as_numeric('training_avg/3600') }}, 2)) || ' hours.'\n{% endmacro %}", + "depends_on": { + "macros": ["macro.elementary.edr_cast_as_numeric"] }, - "database": "DEV", - "schema": "development_sung_dbt_test__audit", - "name": "not_null_orders_amount", - "resource_type": "test", - "package_name": "demo", - "path": "not_null_orders_amount.sql", - "original_file_path": "models/core/schema.yml", - "unique_id": "test.demo.not_null_orders_amount.106140f9fd", - "fqn": ["demo", "core", "not_null_orders_amount"], - "alias": "not_null_orders_amount", - "checksum": { "name": "none", "checksum": "" }, - "config": { - "enabled": true, - "alias": null, - "schema": "dbt_test__audit", - "database": null, - "tags": [], - "meta": {}, - "group": null, - "materialized": "test", - "severity": "ERROR", - "store_failures": null, - "where": null, - "limit": null, - "fail_calc": "count(*)", - "warn_if": "!= 0", - "error_if": "!= 0" + "description": "", + "meta": {}, + "docs": { "show": true, "node_color": null }, + "patch_path": null, + "arguments": [], + "created_at": 1699027426.216654, + "supported_languages": null + }, + "macro.elementary.table_metric_description": { + "name": "table_metric_description", + "resource_type": "macro", + "package_name": "elementary", + "path": "macros/edr/alerts/anomaly_detection_description.sql", + "original_file_path": "macros/edr/alerts/anomaly_detection_description.sql", + "unique_id": "macro.elementary.table_metric_description", + "macro_sql": "{% macro table_metric_description() %}\n 'The last ' || metric_name || ' value is ' || round({{ elementary.edr_cast_as_numeric('metric_value') }}, 3) ||\n '. The average for this metric is ' || round({{ elementary.edr_cast_as_numeric('training_avg') }}, 3) || '.'\n{% endmacro %}", + "depends_on": { + "macros": ["macro.elementary.edr_cast_as_numeric"] }, - "tags": [], "description": "", - "columns": {}, "meta": {}, - "group": null, "docs": { "show": true, "node_color": null }, "patch_path": null, - "build_path": "target/run/demo/models/core/schema.yml/not_null_orders_amount.sql", - "deferred": false, - "unrendered_config": {}, - "created_at": 1693603074.054104, - "relation_name": null, - "raw_code": "{{ test_not_null(**_dbt_generic_test_kwargs) }}", - "language": "sql", - "refs": [{ "name": "orders", "package": null, "version": null }], - "sources": [], - "metrics": [], + "arguments": [], + "created_at": 1699027426.216832, + "supported_languages": null + }, + "macro.elementary.column_metric_description": { + "name": "column_metric_description", + "resource_type": "macro", + "package_name": "elementary", + "path": "macros/edr/alerts/anomaly_detection_description.sql", + "original_file_path": "macros/edr/alerts/anomaly_detection_description.sql", + "unique_id": "macro.elementary.column_metric_description", + "macro_sql": "{% macro column_metric_description() %}\n 'In column ' || column_name || ', the last ' || metric_name || ' value is ' || round({{ elementary.edr_cast_as_numeric('metric_value') }}, 3) ||\n '. The average for this metric is ' || round({{ elementary.edr_cast_as_numeric('training_avg') }}, 3) || '.'\n{% endmacro %}", "depends_on": { - "macros": [ - "macro.dbt.test_not_null", - "macro.dbt.get_where_subquery", - "macro.dbt_snowflake.set_query_tag", - "macro.dbt.materialization_test_default", - "macro.dbt_snowflake.unset_query_tag" - ], - "nodes": ["model.demo.orders"] + "macros": ["macro.elementary.edr_cast_as_numeric"] }, - "compiled_path": "target/compiled/demo/models/core/schema.yml/not_null_orders_amount.sql", - "compiled": true, - "compiled_code": "\n \n \n\n\n\nselect amount\nfrom DEV.development_sung.orders\nwhere amount is null\n\n\n", - "extra_ctes_injected": true, - "extra_ctes": [], - "contract": { "enforced": false, "checksum": null }, - "column_name": "amount", - "file_key_name": "models.orders", - "attached_node": "model.demo.orders" + "description": "", + "meta": {}, + "docs": { "show": true, "node_color": null }, + "patch_path": null, + "arguments": [], + "created_at": 1699027426.217011, + "supported_languages": null }, - "test.demo.not_null_orders_credit_card_amount.d3ca593b59": { - "test_metadata": { - "name": "not_null", - "kwargs": { - "column_name": "credit_card_amount", - "model": "{{ get_where_subquery(ref('orders')) }}" - }, - "namespace": null + "macro.elementary.dimension_metric_description": { + "name": "dimension_metric_description", + "resource_type": "macro", + "package_name": "elementary", + "path": "macros/edr/alerts/anomaly_detection_description.sql", + "original_file_path": "macros/edr/alerts/anomaly_detection_description.sql", + "unique_id": "macro.elementary.dimension_metric_description", + "macro_sql": "{% macro dimension_metric_description() %}\n 'The last ' || metric_name || ' value for dimension ' || dimension || ' - ' ||\n case when dimension_value is null then 'NULL' else dimension_value end || ' is ' || round({{ elementary.edr_cast_as_numeric('metric_value') }}, 3) ||\n '. The average for this metric is ' || round({{ elementary.edr_cast_as_numeric('training_avg') }}, 3) || '.'\n{% endmacro %}", + "depends_on": { + "macros": ["macro.elementary.edr_cast_as_numeric"] }, - "database": "DEV", - "schema": "development_sung_dbt_test__audit", - "name": "not_null_orders_credit_card_amount", - "resource_type": "test", - "package_name": "demo", - "path": "not_null_orders_credit_card_amount.sql", - "original_file_path": "models/core/schema.yml", - "unique_id": "test.demo.not_null_orders_credit_card_amount.d3ca593b59", - "fqn": ["demo", "core", "not_null_orders_credit_card_amount"], - "alias": "not_null_orders_credit_card_amount", - "checksum": { "name": "none", "checksum": "" }, - "config": { - "enabled": true, - "alias": null, - "schema": "dbt_test__audit", - "database": null, - "tags": [], - "meta": {}, - "group": null, - "materialized": "test", - "severity": "ERROR", - "store_failures": null, - "where": null, - "limit": null, - "fail_calc": "count(*)", - "warn_if": "!= 0", - "error_if": "!= 0" + "description": "", + "meta": {}, + "docs": { "show": true, "node_color": null }, + "patch_path": null, + "arguments": [], + "created_at": 1699027426.217195, + "supported_languages": null + }, + "macro.elementary.get_configured_schemas_from_graph": { + "name": "get_configured_schemas_from_graph", + "resource_type": "macro", + "package_name": "elementary", + "path": "macros/edr/system/configuration/get_configured_schemas_from_graph.sql", + "original_file_path": "macros/edr/system/configuration/get_configured_schemas_from_graph.sql", + "unique_id": "macro.elementary.get_configured_schemas_from_graph", + "macro_sql": "{% macro get_configured_schemas_from_graph() %}\n {% set configured_schemas = [] %}\n {% set existing_schemas = [] %}\n {% if execute %}\n {% set root_project = context[\"project_name\"] %}\n {% set nodes = elementary.get_nodes_from_graph() %}\n {% for node in nodes %}\n {% if node.resource_type in ['model', 'source', 'snapshot', 'seed'] and node.package_name == root_project %}\n {% set schema_tuple = (node.database, node.schema) %}\n {% if schema_tuple not in configured_schemas %}\n {% do configured_schemas.append(schema_tuple) %}\n {% endif %}\n {% endif %}\n {% endfor %}\n\n {% for schema_tuple in configured_schemas %}\n {% set database_name = schema_tuple[0] %}\n {% set schema_name = schema_tuple[1] %}\n {% if adapter.check_schema_exists(database_name, schema_name) %}\n {% do existing_schemas.append(schema_tuple) %}\n {% endif %}\n {% endfor %}\n {% endif %}\n {{ return(existing_schemas) }}\n{% endmacro %}", + "depends_on": { + "macros": ["macro.elementary.get_nodes_from_graph"] }, - "tags": [], "description": "", - "columns": {}, "meta": {}, - "group": null, "docs": { "show": true, "node_color": null }, "patch_path": null, - "build_path": "target/run/demo/models/core/schema.yml/not_null_orders_credit_card_amount.sql", - "deferred": false, - "unrendered_config": {}, - "created_at": 1693603074.05513, - "relation_name": null, - "raw_code": "{{ test_not_null(**_dbt_generic_test_kwargs) }}", - "language": "sql", - "refs": [{ "name": "orders", "package": null, "version": null }], - "sources": [], - "metrics": [], + "arguments": [], + "created_at": 1699027426.218803, + "supported_languages": null + }, + "macro.elementary.is_elementary_enabled": { + "name": "is_elementary_enabled", + "resource_type": "macro", + "package_name": "elementary", + "path": "macros/edr/system/configuration/is_elementary_enabled.sql", + "original_file_path": "macros/edr/system/configuration/is_elementary_enabled.sql", + "unique_id": "macro.elementary.is_elementary_enabled", + "macro_sql": "{% macro is_elementary_enabled() %}\n {% do return(\"elementary\" in graph) %}\n{% endmacro %}", + "depends_on": { "macros": [] }, + "description": "", + "meta": {}, + "docs": { "show": true, "node_color": null }, + "patch_path": null, + "arguments": [], + "created_at": 1699027426.2189782, + "supported_languages": null + }, + "macro.elementary.on_run_start": { + "name": "on_run_start", + "resource_type": "macro", + "package_name": "elementary", + "path": "macros/edr/system/hooks/on_run_start.sql", + "original_file_path": "macros/edr/system/hooks/on_run_start.sql", + "unique_id": "macro.elementary.on_run_start", + "macro_sql": "{% macro on_run_start() %}\n {% set edr_cli_run = elementary.get_config_var('edr_cli_run') %}\n {% if not execute or edr_cli_run %}\n {{ return('') }}\n {% endif %}\n\n {% do recommend_dbt_core_artifacts_upgrade() %}\n {% do elementary.init_elementary_graph() %}\n\n {% if flags.WHICH in ['test', 'build'] %}\n {{ elementary.create_elementary_tests_schema() }}\n {% endif %}\n{% endmacro %}", "depends_on": { "macros": [ - "macro.dbt.test_not_null", - "macro.dbt.get_where_subquery", - "macro.dbt_snowflake.set_query_tag", - "macro.dbt.materialization_test_default", - "macro.dbt_snowflake.unset_query_tag" - ], - "nodes": ["model.demo.orders"] + "macro.elementary.get_config_var", + "macro.elementary.recommend_dbt_core_artifacts_upgrade", + "macro.elementary.init_elementary_graph", + "macro.elementary.create_elementary_tests_schema" + ] }, - "compiled_path": "target/compiled/demo/models/core/schema.yml/not_null_orders_credit_card_amount.sql", - "compiled": true, - "compiled_code": "\n \n \n\n\n\nselect credit_card_amount\nfrom DEV.development_sung.orders\nwhere credit_card_amount is null\n\n\n", - "extra_ctes_injected": true, - "extra_ctes": [], - "contract": { "enforced": false, "checksum": null }, - "column_name": "credit_card_amount", - "file_key_name": "models.orders", - "attached_node": "model.demo.orders" + "description": "", + "meta": {}, + "docs": { "show": true, "node_color": null }, + "patch_path": null, + "arguments": [], + "created_at": 1699027426.219542, + "supported_languages": null }, - "test.demo.not_null_orders_coupon_amount.ab90c90625": { - "test_metadata": { - "name": "not_null", - "kwargs": { - "column_name": "coupon_amount", - "model": "{{ get_where_subquery(ref('orders')) }}" - }, - "namespace": null + "macro.elementary.on_run_end": { + "name": "on_run_end", + "resource_type": "macro", + "package_name": "elementary", + "path": "macros/edr/system/hooks/on_run_end.sql", + "original_file_path": "macros/edr/system/hooks/on_run_end.sql", + "unique_id": "macro.elementary.on_run_end", + "macro_sql": "{% macro on_run_end() %}\n {%- if execute and flags.WHICH not in ['generate', 'serve'] %}\n {% set edr_cli_run = elementary.get_config_var('edr_cli_run') %}\n {% if not execute or edr_cli_run %}\n {% do return(\"\") %}\n {% endif %}\n\n {% if flags.WHICH in ['run', 'build'] %}\n {% do elementary.insert_metrics() %}\n {% endif %}\n\n {% if not elementary.get_config_var('disable_dbt_artifacts_autoupload') %}\n {% do elementary.upload_dbt_artifacts() %}\n {% endif %}\n\n {% if not elementary.get_config_var('disable_run_results') %}\n {% do elementary.upload_run_results() %}\n {% endif %}\n\n {% if flags.WHICH in ['test', 'build'] and not elementary.get_config_var('disable_tests_results') %}\n {% do elementary.handle_tests_results() %}\n {% endif %}\n\n {% if not elementary.get_config_var('disable_dbt_invocation_autoupload') %}\n {% do elementary.upload_dbt_invocation() %}\n {% endif %}\n {% endif %}\n{% endmacro %}", + "depends_on": { + "macros": [ + "macro.elementary.get_config_var", + "macro.elementary.insert_metrics", + "macro.elementary.upload_dbt_artifacts", + "macro.elementary.upload_run_results", + "macro.elementary.handle_tests_results", + "macro.elementary.upload_dbt_invocation" + ] }, - "database": "DEV", - "schema": "development_sung_dbt_test__audit", - "name": "not_null_orders_coupon_amount", - "resource_type": "test", - "package_name": "demo", - "path": "not_null_orders_coupon_amount.sql", - "original_file_path": "models/core/schema.yml", - "unique_id": "test.demo.not_null_orders_coupon_amount.ab90c90625", - "fqn": ["demo", "core", "not_null_orders_coupon_amount"], - "alias": "not_null_orders_coupon_amount", - "checksum": { "name": "none", "checksum": "" }, - "config": { - "enabled": true, - "alias": null, - "schema": "dbt_test__audit", - "database": null, - "tags": [], - "meta": {}, - "group": null, - "materialized": "test", - "severity": "ERROR", - "store_failures": null, - "where": null, - "limit": null, - "fail_calc": "count(*)", - "warn_if": "!= 0", - "error_if": "!= 0" + "description": "", + "meta": {}, + "docs": { "show": true, "node_color": null }, + "patch_path": null, + "arguments": [], + "created_at": 1699027426.221072, + "supported_languages": null + }, + "macro.elementary.get_compiled_model_code_text": { + "name": "get_compiled_model_code_text", + "resource_type": "macro", + "package_name": "elementary", + "path": "macros/edr/system/system_utils/get_compiled_model_code_text.sql", + "original_file_path": "macros/edr/system/system_utils/get_compiled_model_code_text.sql", + "unique_id": "macro.elementary.get_compiled_model_code_text", + "macro_sql": "{% macro get_compiled_model_code_text(node) %}\n {% set should_collect_model_sql = elementary.get_config_var('collect_model_sql') %}\n {% if not should_collect_model_sql %}\n {{ return(none) }}\n {% endif %}\n\n {% set model_sql_max_size = elementary.get_config_var('model_sql_max_size') %}\n {% set long_string_size = elementary.get_config_var('long_string_size') %}\n {% set model_sql_size_limit = [model_sql_max_size, long_string_size] | min %}\n {% set model_code = elementary.get_compiled_code(node) %}\n\n {# Seeds do not have compiled code. #}\n {% if not model_code %}\n {{ return(none) }}\n {% endif %}\n\n {% if model_sql_size_limit < model_code | length %}\n {{ return('Model code is too long - over ' ~ model_sql_size_limit ~ ' bytes') }}\n {% else %}\n {{ return(model_code) }}\n {% endif %}\n{% endmacro %}", + "depends_on": { + "macros": [ + "macro.elementary.get_config_var", + "macro.elementary.get_compiled_code" + ] }, - "tags": [], "description": "", - "columns": {}, "meta": {}, - "group": null, "docs": { "show": true, "node_color": null }, "patch_path": null, - "build_path": "target/run/demo/models/core/schema.yml/not_null_orders_coupon_amount.sql", - "deferred": false, - "unrendered_config": {}, - "created_at": 1693603074.056309, - "relation_name": null, - "raw_code": "{{ test_not_null(**_dbt_generic_test_kwargs) }}", - "language": "sql", - "refs": [{ "name": "orders", "package": null, "version": null }], - "sources": [], - "metrics": [], + "arguments": [], + "created_at": 1699027426.222101, + "supported_languages": null + }, + "macro.elementary.get_time_format": { + "name": "get_time_format", + "resource_type": "macro", + "package_name": "elementary", + "path": "macros/edr/system/system_utils/times.sql", + "original_file_path": "macros/edr/system/system_utils/times.sql", + "unique_id": "macro.elementary.get_time_format", + "macro_sql": "{% macro get_time_format() %}\n {% do return(\"%Y-%m-%d %H:%M:%S\") %}\n{% endmacro %}", + "depends_on": { "macros": [] }, + "description": "", + "meta": {}, + "docs": { "show": true, "node_color": null }, + "patch_path": null, + "arguments": [], + "created_at": 1699027426.222462, + "supported_languages": null + }, + "macro.elementary.run_started_at_as_string": { + "name": "run_started_at_as_string", + "resource_type": "macro", + "package_name": "elementary", + "path": "macros/edr/system/system_utils/times.sql", + "original_file_path": "macros/edr/system/system_utils/times.sql", + "unique_id": "macro.elementary.run_started_at_as_string", + "macro_sql": "{% macro run_started_at_as_string() %}\n {% do return(elementary.get_run_started_at().strftime(elementary.get_time_format())) %}\n{% endmacro %}", "depends_on": { "macros": [ - "macro.dbt.test_not_null", - "macro.dbt.get_where_subquery", - "macro.dbt_snowflake.set_query_tag", - "macro.dbt.materialization_test_default", - "macro.dbt_snowflake.unset_query_tag" - ], - "nodes": ["model.demo.orders"] + "macro.elementary.get_run_started_at", + "macro.elementary.get_time_format" + ] }, - "compiled_path": "target/compiled/demo/models/core/schema.yml/not_null_orders_coupon_amount.sql", - "compiled": true, - "compiled_code": "\n \n \n\n\n\nselect coupon_amount\nfrom DEV.development_sung.orders\nwhere coupon_amount is null\n\n\n", - "extra_ctes_injected": true, - "extra_ctes": [], - "contract": { "enforced": false, "checksum": null }, - "column_name": "coupon_amount", - "file_key_name": "models.orders", - "attached_node": "model.demo.orders" + "description": "", + "meta": {}, + "docs": { "show": true, "node_color": null }, + "patch_path": null, + "arguments": [], + "created_at": 1699027426.2226381, + "supported_languages": null }, - "test.demo.not_null_orders_bank_transfer_amount.7743500c49": { - "test_metadata": { - "name": "not_null", - "kwargs": { - "column_name": "bank_transfer_amount", - "model": "{{ get_where_subquery(ref('orders')) }}" - }, - "namespace": null - }, - "database": "DEV", - "schema": "development_sung_dbt_test__audit", - "name": "not_null_orders_bank_transfer_amount", - "resource_type": "test", - "package_name": "demo", - "path": "not_null_orders_bank_transfer_amount.sql", - "original_file_path": "models/core/schema.yml", - "unique_id": "test.demo.not_null_orders_bank_transfer_amount.7743500c49", - "fqn": ["demo", "core", "not_null_orders_bank_transfer_amount"], - "alias": "not_null_orders_bank_transfer_amount", - "checksum": { "name": "none", "checksum": "" }, - "config": { - "enabled": true, - "alias": null, - "schema": "dbt_test__audit", - "database": null, - "tags": [], - "meta": {}, - "group": null, - "materialized": "test", - "severity": "ERROR", - "store_failures": null, - "where": null, - "limit": null, - "fail_calc": "count(*)", - "warn_if": "!= 0", - "error_if": "!= 0" - }, - "tags": [], + "macro.elementary.datetime_now_utc_as_string": { + "name": "datetime_now_utc_as_string", + "resource_type": "macro", + "package_name": "elementary", + "path": "macros/edr/system/system_utils/times.sql", + "original_file_path": "macros/edr/system/system_utils/times.sql", + "unique_id": "macro.elementary.datetime_now_utc_as_string", + "macro_sql": "{% macro datetime_now_utc_as_string() %}\n {% do return(modules.datetime.datetime.utcnow().strftime(elementary.get_time_format())) %}\n{% endmacro %}", + "depends_on": { "macros": ["macro.elementary.get_time_format"] }, "description": "", - "columns": {}, "meta": {}, - "group": null, "docs": { "show": true, "node_color": null }, "patch_path": null, - "build_path": "target/run/demo/models/core/schema.yml/not_null_orders_bank_transfer_amount.sql", - "deferred": false, - "unrendered_config": {}, - "created_at": 1693603074.057373, - "relation_name": null, - "raw_code": "{{ test_not_null(**_dbt_generic_test_kwargs) }}", - "language": "sql", - "refs": [{ "name": "orders", "package": null, "version": null }], - "sources": [], - "metrics": [], + "arguments": [], + "created_at": 1699027426.2228549, + "supported_languages": null + }, + "macro.elementary.current_timestamp_column": { + "name": "current_timestamp_column", + "resource_type": "macro", + "package_name": "elementary", + "path": "macros/edr/system/system_utils/times.sql", + "original_file_path": "macros/edr/system/system_utils/times.sql", + "unique_id": "macro.elementary.current_timestamp_column", + "macro_sql": "{% macro current_timestamp_column() %}\n cast ({{elementary.edr_current_timestamp_in_utc()}} as {{ elementary.edr_type_timestamp() }})\n{% endmacro %}", "depends_on": { "macros": [ - "macro.dbt.test_not_null", - "macro.dbt.get_where_subquery", - "macro.dbt_snowflake.set_query_tag", - "macro.dbt.materialization_test_default", - "macro.dbt_snowflake.unset_query_tag" - ], - "nodes": ["model.demo.orders"] + "macro.elementary.edr_current_timestamp_in_utc", + "macro.elementary.edr_type_timestamp" + ] }, - "compiled_path": "target/compiled/demo/models/core/schema.yml/not_null_orders_bank_transfer_amount.sql", - "compiled": true, - "compiled_code": "\n \n \n\n\n\nselect bank_transfer_amount\nfrom DEV.development_sung.orders\nwhere bank_transfer_amount is null\n\n\n", - "extra_ctes_injected": true, - "extra_ctes": [], - "contract": { "enforced": false, "checksum": null }, - "column_name": "bank_transfer_amount", - "file_key_name": "models.orders", - "attached_node": "model.demo.orders" + "description": "", + "meta": {}, + "docs": { "show": true, "node_color": null }, + "patch_path": null, + "arguments": [], + "created_at": 1699027426.222998, + "supported_languages": null }, - "test.demo.not_null_orders_gift_card_amount.413a0d2d7a": { - "test_metadata": { - "name": "not_null", - "kwargs": { - "column_name": "gift_card_amount", - "model": "{{ get_where_subquery(ref('orders')) }}" - }, - "namespace": null + "macro.elementary.datetime_now_utc_as_timestamp_column": { + "name": "datetime_now_utc_as_timestamp_column", + "resource_type": "macro", + "package_name": "elementary", + "path": "macros/edr/system/system_utils/times.sql", + "original_file_path": "macros/edr/system/system_utils/times.sql", + "unique_id": "macro.elementary.datetime_now_utc_as_timestamp_column", + "macro_sql": "{% macro datetime_now_utc_as_timestamp_column() %}\n cast ('{{ elementary.datetime_now_utc_as_string() }}' as {{ elementary.edr_type_timestamp() }})\n{% endmacro %}", + "depends_on": { + "macros": [ + "macro.elementary.datetime_now_utc_as_string", + "macro.elementary.edr_type_timestamp" + ] }, - "database": "DEV", - "schema": "development_sung_dbt_test__audit", - "name": "not_null_orders_gift_card_amount", - "resource_type": "test", - "package_name": "demo", - "path": "not_null_orders_gift_card_amount.sql", - "original_file_path": "models/core/schema.yml", - "unique_id": "test.demo.not_null_orders_gift_card_amount.413a0d2d7a", - "fqn": ["demo", "core", "not_null_orders_gift_card_amount"], - "alias": "not_null_orders_gift_card_amount", - "checksum": { "name": "none", "checksum": "" }, - "config": { - "enabled": true, - "alias": null, - "schema": "dbt_test__audit", - "database": null, - "tags": [], - "meta": {}, - "group": null, - "materialized": "test", - "severity": "ERROR", - "store_failures": null, - "where": null, - "limit": null, - "fail_calc": "count(*)", - "warn_if": "!= 0", - "error_if": "!= 0" + "description": "", + "meta": {}, + "docs": { "show": true, "node_color": null }, + "patch_path": null, + "arguments": [], + "created_at": 1699027426.223138, + "supported_languages": null + }, + "macro.elementary.no_results_query": { + "name": "no_results_query", + "resource_type": "macro", + "package_name": "elementary", + "path": "macros/edr/system/system_utils/no_results_query.sql", + "original_file_path": "macros/edr/system/system_utils/no_results_query.sql", + "unique_id": "macro.elementary.no_results_query", + "macro_sql": "{% macro no_results_query() %}\n with nothing as (select 1 as num)\n select * from nothing where num = 2\n{% endmacro %}", + "depends_on": { "macros": [] }, + "description": "", + "meta": {}, + "docs": { "show": true, "node_color": null }, + "patch_path": null, + "arguments": [], + "created_at": 1699027426.22324, + "supported_languages": null + }, + "macro.elementary.get_run_started_at": { + "name": "get_run_started_at", + "resource_type": "macro", + "package_name": "elementary", + "path": "macros/edr/system/system_utils/get_run_started_at.sql", + "original_file_path": "macros/edr/system/system_utils/get_run_started_at.sql", + "unique_id": "macro.elementary.get_run_started_at", + "macro_sql": "{% macro get_run_started_at() %}\n {% set custom_run_started_at = elementary.get_config_var('custom_run_started_at') %}\n {% if custom_run_started_at %}\n {# dbt run_started_at is fromtype datetime, so we convert the given custom time to be datetime as well. #}\n {{ return(modules.datetime.datetime.fromisoformat(custom_run_started_at)) }}\n {% else %}\n {{ return(run_started_at) }}\n {% endif %}\n{% endmacro %}", + "depends_on": { "macros": ["macro.elementary.get_config_var"] }, + "description": "", + "meta": {}, + "docs": { "show": true, "node_color": null }, + "patch_path": null, + "arguments": [], + "created_at": 1699027426.223673, + "supported_languages": null + }, + "macro.elementary.complete_buckets_cte": { + "name": "complete_buckets_cte", + "resource_type": "macro", + "package_name": "elementary", + "path": "macros/edr/system/system_utils/buckets_cte.sql", + "original_file_path": "macros/edr/system/system_utils/buckets_cte.sql", + "unique_id": "macro.elementary.complete_buckets_cte", + "macro_sql": "{% macro complete_buckets_cte(metric_properties, min_bucket_start, max_bucket_end) %}\n {%- set time_bucket = metric_properties.time_bucket %}\n {%- set bucket_end_expr = elementary.edr_timeadd(time_bucket.period, time_bucket.count, 'edr_bucket_start') %}\n {%- set min_bucket_start_expr = elementary.edr_cast_as_timestamp(min_bucket_start) %}\n {%- set max_bucket_end_expr = elementary.edr_cast_as_timestamp(max_bucket_end) %}\n {{ adapter.dispatch('complete_buckets_cte','elementary')(time_bucket, bucket_end_expr, min_bucket_start_expr, max_bucket_end_expr) }}\n{% endmacro %}", + "depends_on": { + "macros": [ + "macro.elementary.edr_timeadd", + "macro.elementary.edr_cast_as_timestamp", + "macro.elementary.snowflake__complete_buckets_cte" + ] }, - "tags": [], "description": "", - "columns": {}, "meta": {}, - "group": null, "docs": { "show": true, "node_color": null }, "patch_path": null, - "build_path": "target/run/demo/models/core/schema.yml/not_null_orders_gift_card_amount.sql", - "deferred": false, - "unrendered_config": {}, - "created_at": 1693603074.0584068, - "relation_name": null, - "raw_code": "{{ test_not_null(**_dbt_generic_test_kwargs) }}", - "language": "sql", - "refs": [{ "name": "orders", "package": null, "version": null }], - "sources": [], - "metrics": [], + "arguments": [], + "created_at": 1699027426.2293718, + "supported_languages": null + }, + "macro.elementary.default__complete_buckets_cte": { + "name": "default__complete_buckets_cte", + "resource_type": "macro", + "package_name": "elementary", + "path": "macros/edr/system/system_utils/buckets_cte.sql", + "original_file_path": "macros/edr/system/system_utils/buckets_cte.sql", + "unique_id": "macro.elementary.default__complete_buckets_cte", + "macro_sql": "{% macro default__complete_buckets_cte(time_bucket, bucket_end_expr, min_bucket_start_expr, max_bucket_end_expr) %}\n {{ exceptions.raise_compiler_error(\"The adapter does not have an implementation for macro 'complete_buckets_cte'\") }}\n {{ return('') }}\n{% endmacro %}", + "depends_on": { "macros": [] }, + "description": "", + "meta": {}, + "docs": { "show": true, "node_color": null }, + "patch_path": null, + "arguments": [], + "created_at": 1699027426.229579, + "supported_languages": null + }, + "macro.elementary.spark__complete_buckets_cte": { + "name": "spark__complete_buckets_cte", + "resource_type": "macro", + "package_name": "elementary", + "path": "macros/edr/system/system_utils/buckets_cte.sql", + "original_file_path": "macros/edr/system/system_utils/buckets_cte.sql", + "unique_id": "macro.elementary.spark__complete_buckets_cte", + "macro_sql": "{% macro spark__complete_buckets_cte(time_bucket, bucket_end_expr, min_bucket_start_expr, max_bucket_end_expr) %}\n {%- set complete_buckets_cte %}\n select\n edr_bucket_start,\n {{ bucket_end_expr }} as edr_bucket_end\n from (select explode(sequence({{ min_bucket_start_expr }}, {{ max_bucket_end_expr }}, interval {{ time_bucket.count }} {{ time_bucket.period }})) as edr_bucket_start)\n where {{ bucket_end_expr }} <= {{ max_bucket_end_expr }}\n {%- endset %}\n {{ return(complete_buckets_cte) }}\n{% endmacro %}", + "depends_on": { "macros": [] }, + "description": "", + "meta": {}, + "docs": { "show": true, "node_color": null }, + "patch_path": null, + "arguments": [], + "created_at": 1699027426.229963, + "supported_languages": null + }, + "macro.elementary.snowflake__complete_buckets_cte": { + "name": "snowflake__complete_buckets_cte", + "resource_type": "macro", + "package_name": "elementary", + "path": "macros/edr/system/system_utils/buckets_cte.sql", + "original_file_path": "macros/edr/system/system_utils/buckets_cte.sql", + "unique_id": "macro.elementary.snowflake__complete_buckets_cte", + "macro_sql": "{% macro snowflake__complete_buckets_cte(time_bucket, bucket_end_expr, min_bucket_start_expr, max_bucket_end_expr) -%}\n {%- set complete_buckets_cte %}\n with timestamps as (\n select {{ min_bucket_start_expr }} as edr_bucket_start\n union all\n select {{ bucket_end_expr }} as next_bucket\n from timestamps\n where next_bucket < {{ max_bucket_end_expr }}\n )\n select\n edr_bucket_start,\n {{ bucket_end_expr }} as edr_bucket_end\n from timestamps\n where {{ bucket_end_expr }} <= {{ max_bucket_end_expr }}\n {%- endset %}\n {{ return(complete_buckets_cte) }}\n{% endmacro %}", + "depends_on": { "macros": [] }, + "description": "", + "meta": {}, + "docs": { "show": true, "node_color": null }, + "patch_path": null, + "arguments": [], + "created_at": 1699027426.2302668, + "supported_languages": null + }, + "macro.elementary.bigquery__complete_buckets_cte": { + "name": "bigquery__complete_buckets_cte", + "resource_type": "macro", + "package_name": "elementary", + "path": "macros/edr/system/system_utils/buckets_cte.sql", + "original_file_path": "macros/edr/system/system_utils/buckets_cte.sql", + "unique_id": "macro.elementary.bigquery__complete_buckets_cte", + "macro_sql": "{% macro bigquery__complete_buckets_cte(time_bucket, bucket_end_expr, min_bucket_start_expr, max_bucket_end_expr) %}\n\n {%- if time_bucket.period | lower in ['second', 'minute', 'hour', 'day'] %}\n {%- set complete_buckets_cte %}\n select\n edr_bucket_start,\n {{ bucket_end_expr }} as edr_bucket_end\n from unnest(generate_timestamp_array({{ min_bucket_start_expr }}, {{ max_bucket_end_expr }}, interval {{ time_bucket.count }} {{ time_bucket.period }})) as edr_bucket_start\n where {{ bucket_end_expr }} <= {{ max_bucket_end_expr }}\n {%- endset %}\n {%- elif time_bucket.period | lower in ['week', 'month', 'quarter', 'year'] %}\n {%- set complete_buckets_cte %}\n select\n {{ elementary.edr_cast_as_timestamp('edr_bucket_start') }} as edr_bucket_start,\n {{ elementary.edr_cast_as_timestamp(bucket_end_expr) }} as edr_bucket_end\n from unnest(generate_date_array({{ elementary.edr_cast_as_date(min_bucket_start_expr) }}, {{ elementary.edr_cast_as_date(max_bucket_end_expr) }}, interval {{ time_bucket.count }} {{ time_bucket.period }})) as edr_bucket_start\n where {{ elementary.edr_cast_as_timestamp(bucket_end_expr) }} <= {{ max_bucket_end_expr }}\n {%- endset %}\n {%- else %}\n {{ exceptions.raise_compiler_error(\"Unsupported time bucket period: \".format(time_bucket.period)) }}\n {%- endif %}\n\n {{ return(complete_buckets_cte) }}\n{% endmacro %}", "depends_on": { "macros": [ - "macro.dbt.test_not_null", - "macro.dbt.get_where_subquery", - "macro.dbt_snowflake.set_query_tag", - "macro.dbt.materialization_test_default", - "macro.dbt_snowflake.unset_query_tag" - ], - "nodes": ["model.demo.orders"] + "macro.elementary.edr_cast_as_timestamp", + "macro.elementary.edr_cast_as_date" + ] }, - "compiled_path": "target/compiled/demo/models/core/schema.yml/not_null_orders_gift_card_amount.sql", - "compiled": true, - "compiled_code": "\n \n \n\n\n\nselect gift_card_amount\nfrom DEV.development_sung.orders\nwhere gift_card_amount is null\n\n\n", - "extra_ctes_injected": true, - "extra_ctes": [], - "contract": { "enforced": false, "checksum": null }, - "column_name": "gift_card_amount", - "file_key_name": "models.orders", - "attached_node": "model.demo.orders" - } - }, - "sources": {}, - "macros": { - "macro.dbt_snowflake.snowflake__get_catalog": { - "name": "snowflake__get_catalog", + "description": "", + "meta": {}, + "docs": { "show": true, "node_color": null }, + "patch_path": null, + "arguments": [], + "created_at": 1699027426.231359, + "supported_languages": null + }, + "macro.elementary.redshift__complete_buckets_cte": { + "name": "redshift__complete_buckets_cte", + "resource_type": "macro", + "package_name": "elementary", + "path": "macros/edr/system/system_utils/buckets_cte.sql", + "original_file_path": "macros/edr/system/system_utils/buckets_cte.sql", + "unique_id": "macro.elementary.redshift__complete_buckets_cte", + "macro_sql": "{% macro redshift__complete_buckets_cte(time_bucket, bucket_end_expr, min_bucket_start_expr, max_bucket_end_expr) %}\n {%- set complete_buckets_cte %}\n with integers as (\n select (row_number() over (order by 1)) - 1 as num\n from pg_catalog.pg_class\n limit {{ elementary.edr_datediff(min_bucket_start_expr, max_bucket_end_expr, time_bucket.period) }} / {{ time_bucket.count }} + 1\n )\n select\n {{ min_bucket_start_expr }} + (num * interval '{{ time_bucket.count }} {{ time_bucket.period }}') as edr_bucket_start,\n {{ min_bucket_start_expr }} + ((num + 1) * interval '{{ time_bucket.count }} {{ time_bucket.period }}') as edr_bucket_end\n from integers\n where edr_bucket_end <= {{ max_bucket_end_expr }}\n {%- endset %}\n {{ return(complete_buckets_cte) }}\n{% endmacro %}", + "depends_on": { "macros": ["macro.elementary.edr_datediff"] }, + "description": "", + "meta": {}, + "docs": { "show": true, "node_color": null }, + "patch_path": null, + "arguments": [], + "created_at": 1699027426.231817, + "supported_languages": null + }, + "macro.elementary.postgres__complete_buckets_cte": { + "name": "postgres__complete_buckets_cte", + "resource_type": "macro", + "package_name": "elementary", + "path": "macros/edr/system/system_utils/buckets_cte.sql", + "original_file_path": "macros/edr/system/system_utils/buckets_cte.sql", + "unique_id": "macro.elementary.postgres__complete_buckets_cte", + "macro_sql": "{% macro postgres__complete_buckets_cte(time_bucket, bucket_end_expr, min_bucket_start_expr, max_bucket_end_expr) %}\n {%- set complete_buckets_cte %}\n select\n edr_bucket_start,\n {{ bucket_end_expr }} as edr_bucket_end\n from generate_series({{ min_bucket_start_expr }}, {{ max_bucket_end_expr }}, interval '{{ time_bucket.count }} {{ time_bucket.period }}') edr_bucket_start\n where {{ bucket_end_expr }} <= {{ max_bucket_end_expr }}\n {%- endset %}\n {{ return(complete_buckets_cte) }}\n{% endmacro %}", + "depends_on": { "macros": [] }, + "description": "", + "meta": {}, + "docs": { "show": true, "node_color": null }, + "patch_path": null, + "arguments": [], + "created_at": 1699027426.2321439, + "supported_languages": null + }, + "macro.elementary.get_test_argument": { + "name": "get_test_argument", "resource_type": "macro", - "package_name": "dbt_snowflake", - "path": "macros/catalog.sql", - "original_file_path": "macros/catalog.sql", - "unique_id": "macro.dbt_snowflake.snowflake__get_catalog", - "macro_sql": "{% macro snowflake__get_catalog(information_schema, schemas) -%}\n {% set query %}\n with tables as (\n\n select\n table_catalog as \"table_database\",\n table_schema as \"table_schema\",\n table_name as \"table_name\",\n table_type as \"table_type\",\n comment as \"table_comment\",\n\n -- note: this is the _role_ that owns the table\n table_owner as \"table_owner\",\n\n 'Clustering Key' as \"stats:clustering_key:label\",\n clustering_key as \"stats:clustering_key:value\",\n 'The key used to cluster this table' as \"stats:clustering_key:description\",\n (clustering_key is not null) as \"stats:clustering_key:include\",\n\n 'Row Count' as \"stats:row_count:label\",\n row_count as \"stats:row_count:value\",\n 'An approximate count of rows in this table' as \"stats:row_count:description\",\n (row_count is not null) as \"stats:row_count:include\",\n\n 'Approximate Size' as \"stats:bytes:label\",\n bytes as \"stats:bytes:value\",\n 'Approximate size of the table as reported by Snowflake' as \"stats:bytes:description\",\n (bytes is not null) as \"stats:bytes:include\",\n\n 'Last Modified' as \"stats:last_modified:label\",\n to_varchar(convert_timezone('UTC', last_altered), 'yyyy-mm-dd HH24:MI'||'UTC') as \"stats:last_modified:value\",\n 'The timestamp for last update/change' as \"stats:last_modified:description\",\n (last_altered is not null and table_type='BASE TABLE') as \"stats:last_modified:include\"\n\n from {{ information_schema }}.tables\n where (\n {%- for schema in schemas -%}\n upper(\"table_schema\") = upper('{{ schema }}'){%- if not loop.last %} or {% endif -%}\n {%- endfor -%}\n )\n\n ),\n\n columns as (\n\n select\n table_catalog as \"table_database\",\n table_schema as \"table_schema\",\n table_name as \"table_name\",\n\n column_name as \"column_name\",\n ordinal_position as \"column_index\",\n data_type as \"column_type\",\n comment as \"column_comment\"\n\n from {{ information_schema }}.columns\n where (\n {%- for schema in schemas -%}\n upper(\"table_schema\") = upper('{{ schema }}'){%- if not loop.last %} or {% endif -%}\n {%- endfor -%}\n )\n )\n\n select *\n from tables\n join columns using (\"table_database\", \"table_schema\", \"table_name\")\n order by \"column_index\"\n {%- endset -%}\n\n {{ return(run_query(query)) }}\n\n{%- endmacro %}", - "depends_on": { "macros": ["macro.dbt.run_query"] }, + "package_name": "elementary", + "path": "macros/edr/system/system_utils/get_test_argument.sql", + "original_file_path": "macros/edr/system/system_utils/get_test_argument.sql", + "unique_id": "macro.elementary.get_test_argument", + "macro_sql": "{% macro get_test_argument(argument_name, value, model_graph_node) %}\n {% if value %}\n {{ return(value) }}\n {%- endif %}\n {%- if model_graph_node %}\n {% set elementary_config = elementary.get_elementary_config_from_node(model_graph_node) %}\n {% if elementary_config and elementary_config is mapping %}\n {%- set model_config_value = elementary_config.get(argument_name) %}\n {%- if model_config_value %}\n {{ return(model_config_value) }}\n {%- endif %}\n {% endif %}\n {% endif %}\n {%- if elementary.get_config_var(argument_name) %}\n {{ return(elementary.get_config_var(argument_name)) }}\n {% endif %}\n {{ return(none) }}\n{% endmacro %}", + "depends_on": { + "macros": [ + "macro.elementary.get_elementary_config_from_node", + "macro.elementary.get_config_var" + ] + }, "description": "", "meta": {}, "docs": { "show": true, "node_color": null }, "patch_path": null, "arguments": [], - "created_at": 1693603073.5707939, + "created_at": 1699027426.233043, "supported_languages": null }, - "macro.dbt_snowflake.snowflake__create_table_as": { - "name": "snowflake__create_table_as", + "macro.elementary.get_var": { + "name": "get_var", "resource_type": "macro", - "package_name": "dbt_snowflake", - "path": "macros/adapters.sql", - "original_file_path": "macros/adapters.sql", - "unique_id": "macro.dbt_snowflake.snowflake__create_table_as", - "macro_sql": "{% macro snowflake__create_table_as(temporary, relation, compiled_code, language='sql') -%}\n {%- if language == 'sql' -%}\n {%- set transient = config.get('transient', default=true) -%}\n {%- set cluster_by_keys = config.get('cluster_by', default=none) -%}\n {%- set enable_automatic_clustering = config.get('automatic_clustering', default=false) -%}\n {%- set copy_grants = config.get('copy_grants', default=false) -%}\n\n {%- if cluster_by_keys is not none and cluster_by_keys is string -%}\n {%- set cluster_by_keys = [cluster_by_keys] -%}\n {%- endif -%}\n {%- if cluster_by_keys is not none -%}\n {%- set cluster_by_string = cluster_by_keys|join(\", \")-%}\n {% else %}\n {%- set cluster_by_string = none -%}\n {%- endif -%}\n {%- set sql_header = config.get('sql_header', none) -%}\n\n {{ sql_header if sql_header is not none }}\n\n create or replace {% if temporary -%}\n temporary\n {%- elif transient -%}\n transient\n {%- endif %} table {{ relation }}\n {%- set contract_config = config.get('contract') -%}\n {%- if contract_config.enforced -%}\n {{ get_assert_columns_equivalent(sql) }}\n {{ get_table_columns_and_constraints() }}\n {% set compiled_code = get_select_subquery(compiled_code) %}\n {% endif %}\n {% if copy_grants and not temporary -%} copy grants {%- endif %} as\n (\n {%- if cluster_by_string is not none -%}\n select * from (\n {{ compiled_code }}\n ) order by ({{ cluster_by_string }})\n {%- else -%}\n {{ compiled_code }}\n {%- endif %}\n );\n {% if cluster_by_string is not none and not temporary -%}\n alter table {{relation}} cluster by ({{cluster_by_string}});\n {%- endif -%}\n {% if enable_automatic_clustering and cluster_by_string is not none and not temporary -%}\n alter table {{relation}} resume recluster;\n {%- endif -%}\n\n {%- elif language == 'python' -%}\n {{ py_write_table(compiled_code=compiled_code, target_relation=relation, temporary=temporary) }}\n {%- else -%}\n {% do exceptions.raise_compiler_error(\"snowflake__create_table_as macro didn't get supported language, it got %s\" % language) %}\n {%- endif -%}\n\n{% endmacro %}", + "package_name": "elementary", + "path": "macros/edr/system/system_utils/get_var.sql", + "original_file_path": "macros/edr/system/system_utils/get_var.sql", + "unique_id": "macro.elementary.get_var", + "macro_sql": "{% macro get_var(config_var_name, env_vars_names) %}\n {% do return(elementary.get_config_var(config_var_name) or elementary.get_first_env_var(env_vars_names)) %}\n{% endmacro %}", "depends_on": { "macros": [ - "macro.dbt.get_assert_columns_equivalent", - "macro.dbt.get_table_columns_and_constraints", - "macro.dbt.get_select_subquery", - "macro.dbt_snowflake.py_write_table" + "macro.elementary.get_config_var", + "macro.elementary.get_first_env_var" ] }, "description": "", @@ -2332,152 +19324,214 @@ "docs": { "show": true, "node_color": null }, "patch_path": null, "arguments": [], - "created_at": 1693603073.5868218, + "created_at": 1699027426.233302, "supported_languages": null }, - "macro.dbt_snowflake.get_column_comment_sql": { - "name": "get_column_comment_sql", + "macro.elementary.get_config_var": { + "name": "get_config_var", "resource_type": "macro", - "package_name": "dbt_snowflake", - "path": "macros/adapters.sql", - "original_file_path": "macros/adapters.sql", - "unique_id": "macro.dbt_snowflake.get_column_comment_sql", - "macro_sql": "{% macro get_column_comment_sql(column_name, column_dict) -%}\n {% if (column_name|upper in column_dict) -%}\n {% set matched_column = column_name|upper -%}\n {% elif (column_name|lower in column_dict) -%}\n {% set matched_column = column_name|lower -%}\n {% elif (column_name in column_dict) -%}\n {% set matched_column = column_name -%}\n {% else -%}\n {% set matched_column = None -%}\n {% endif -%}\n {% if matched_column -%}\n {{ adapter.quote(column_name) }} COMMENT $${{ column_dict[matched_column]['description'] | replace('$', '[$]') }}$$\n {%- else -%}\n {{ adapter.quote(column_name) }} COMMENT $$$$\n {%- endif -%}\n{% endmacro %}", - "depends_on": { "macros": [] }, + "package_name": "elementary", + "path": "macros/edr/system/system_utils/get_config_var.sql", + "original_file_path": "macros/edr/system/system_utils/get_config_var.sql", + "unique_id": "macro.elementary.get_config_var", + "macro_sql": "{% macro get_config_var(var_name) %}\n {% set default_config = elementary.get_default_config() %}\n {% set var_value = var(var_name, default_config.get(var_name)) %}\n {% if var_value is string %}\n {% if var_value.lower() == \"true\" %}\n {% do return(true) %}\n {% elif var_value.lower() == \"false\" %}\n {% do return(false) %}\n {% endif %}\n {% endif %}\n {% do return(var_value) %}\n{% endmacro %}", + "depends_on": { "macros": ["macro.elementary.get_default_config"] }, "description": "", "meta": {}, "docs": { "show": true, "node_color": null }, "patch_path": null, "arguments": [], - "created_at": 1693603073.58755, + "created_at": 1699027426.234441, "supported_languages": null }, - "macro.dbt_snowflake.get_persist_docs_column_list": { - "name": "get_persist_docs_column_list", + "macro.elementary.get_default_config": { + "name": "get_default_config", "resource_type": "macro", - "package_name": "dbt_snowflake", - "path": "macros/adapters.sql", - "original_file_path": "macros/adapters.sql", - "unique_id": "macro.dbt_snowflake.get_persist_docs_column_list", - "macro_sql": "{% macro get_persist_docs_column_list(model_columns, query_columns) %}\n(\n {% for column_name in query_columns %}\n {{ get_column_comment_sql(column_name, model_columns) }}\n {{- \", \" if not loop.last else \"\" }}\n {% endfor %}\n)\n{% endmacro %}", + "package_name": "elementary", + "path": "macros/edr/system/system_utils/get_config_var.sql", + "original_file_path": "macros/edr/system/system_utils/get_config_var.sql", + "unique_id": "macro.elementary.get_default_config", + "macro_sql": "{% macro get_default_config(var_name) %}\n {{ return(adapter.dispatch('get_default_config', 'elementary')()) }}\n{%- endmacro -%}\n\n", "depends_on": { - "macros": ["macro.dbt_snowflake.get_column_comment_sql"] + "macros": ["macro.elementary.default__get_default_config"] }, "description": "", "meta": {}, "docs": { "show": true, "node_color": null }, "patch_path": null, "arguments": [], - "created_at": 1693603073.5878458, + "created_at": 1699027426.234611, "supported_languages": null }, - "macro.dbt_snowflake.snowflake__create_view_as_with_temp_flag": { - "name": "snowflake__create_view_as_with_temp_flag", + "macro.elementary.default__get_default_config": { + "name": "default__get_default_config", "resource_type": "macro", - "package_name": "dbt_snowflake", - "path": "macros/adapters.sql", - "original_file_path": "macros/adapters.sql", - "unique_id": "macro.dbt_snowflake.snowflake__create_view_as_with_temp_flag", - "macro_sql": "{% macro snowflake__create_view_as_with_temp_flag(relation, sql, is_temporary=False) -%}\n {%- set secure = config.get('secure', default=false) -%}\n {%- set copy_grants = config.get('copy_grants', default=false) -%}\n {%- set sql_header = config.get('sql_header', none) -%}\n\n {{ sql_header if sql_header is not none }}\n create or replace {% if secure -%}\n secure\n {%- endif %} {% if is_temporary -%}\n temporary\n {%- endif %} view {{ relation }}\n {% if config.persist_column_docs() -%}\n {% set model_columns = model.columns %}\n {% set query_columns = get_columns_in_query(sql) %}\n {{ get_persist_docs_column_list(model_columns, query_columns) }}\n\n {%- endif %}\n {%- set contract_config = config.get('contract') -%}\n {%- if contract_config.enforced -%}\n {{ get_assert_columns_equivalent(sql) }}\n {%- endif %}\n {% if copy_grants -%} copy grants {%- endif %} as (\n {{ sql }}\n );\n{% endmacro %}", + "package_name": "elementary", + "path": "macros/edr/system/system_utils/get_config_var.sql", + "original_file_path": "macros/edr/system/system_utils/get_config_var.sql", + "unique_id": "macro.elementary.default__get_default_config", + "macro_sql": "{%- macro default__get_default_config() -%}\n{# We use this macro to define and call vars, as the global vars defined in dbt_project.yml\n of the package are not accessible at on-run-start and on-run-end #}\n {% set default_config = {\n 'days_back': 14,\n 'anomaly_sensitivity': 3,\n 'backfill_days': 2,\n 'tests_schema_name': '',\n 'debug_logs': false,\n 'disable_warn_alerts': false,\n 'disable_model_alerts': false,\n 'disable_test_alerts': false,\n 'disable_source_freshness_alerts': false,\n 'disable_run_results': false,\n 'disable_tests_results': false,\n 'disable_dbt_artifacts_autoupload': false,\n 'disable_dbt_invocation_autoupload': false,\n 'disable_skipped_model_alerts': true,\n 'disable_skipped_test_alerts': true,\n 'dbt_artifacts_chunk_size': 5000,\n 'test_sample_row_count': 5,\n 'edr_cli_run': false,\n 'max_int': 2147483647,\n 'custom_run_started_at': none,\n 'edr_monitors': elementary.get_default_monitors(),\n 'long_string_size': 65535,\n 'collect_model_sql': true,\n 'model_sql_max_size': 10240,\n 'query_max_size': 1000000,\n 'insert_rows_method': 'max_query_size',\n 'upload_artifacts_method': 'diff',\n 'project_name': none,\n 'elementary_full_refresh': false,\n 'min_training_set_size': 14,\n 'cache_artifacts': true,\n 'anomaly_direction': 'both',\n 'store_result_rows_in_own_table': true,\n 'mute_dbt_upgrade_recommendation': false,\n 'calculate_failed_count': true,\n 'tests_use_temp_tables': false,\n 'collect_metrics': true,\n 'upload_dbt_columns': false,\n 'clean_elementary_temp_tables': true,\n } %}\n {{- return(default_config) -}}\n{%- endmacro -%}\n\n", "depends_on": { - "macros": [ - "macro.dbt.get_columns_in_query", - "macro.dbt_snowflake.get_persist_docs_column_list", - "macro.dbt.get_assert_columns_equivalent" - ] + "macros": ["macro.elementary.get_default_monitors"] }, "description": "", "meta": {}, "docs": { "show": true, "node_color": null }, "patch_path": null, "arguments": [], - "created_at": 1693603073.588821, + "created_at": 1699027426.235849, "supported_languages": null }, - "macro.dbt_snowflake.snowflake__create_view_as": { - "name": "snowflake__create_view_as", + "macro.elementary.bigquery__get_default_config": { + "name": "bigquery__get_default_config", "resource_type": "macro", - "package_name": "dbt_snowflake", - "path": "macros/adapters.sql", - "original_file_path": "macros/adapters.sql", - "unique_id": "macro.dbt_snowflake.snowflake__create_view_as", - "macro_sql": "{% macro snowflake__create_view_as(relation, sql) -%}\n {{ snowflake__create_view_as_with_temp_flag(relation, sql) }}\n{% endmacro %}", + "package_name": "elementary", + "path": "macros/edr/system/system_utils/get_config_var.sql", + "original_file_path": "macros/edr/system/system_utils/get_config_var.sql", + "unique_id": "macro.elementary.bigquery__get_default_config", + "macro_sql": "{%- macro bigquery__get_default_config() -%}\n {% set default_config = elementary.default__get_default_config() %}\n {% do default_config.update({'query_max_size': 250000}) %}\n {{- return(default_config) -}}\n{%- endmacro -%}", "depends_on": { - "macros": [ - "macro.dbt_snowflake.snowflake__create_view_as_with_temp_flag" - ] + "macros": ["macro.elementary.default__get_default_config"] }, "description": "", "meta": {}, "docs": { "show": true, "node_color": null }, "patch_path": null, "arguments": [], - "created_at": 1693603073.588972, + "created_at": 1699027426.236094, "supported_languages": null }, - "macro.dbt_snowflake.snowflake__get_columns_in_relation": { - "name": "snowflake__get_columns_in_relation", + "macro.elementary.get_elementary_package_version": { + "name": "get_elementary_package_version", "resource_type": "macro", - "package_name": "dbt_snowflake", - "path": "macros/adapters.sql", - "original_file_path": "macros/adapters.sql", - "unique_id": "macro.dbt_snowflake.snowflake__get_columns_in_relation", - "macro_sql": "{% macro snowflake__get_columns_in_relation(relation) -%}\n {%- set sql -%}\n describe table {{ relation }}\n {%- endset -%}\n {%- set result = run_query(sql) -%}\n\n {% set maximum = 10000 %}\n {% if (result | length) >= maximum %}\n {% set msg %}\n Too many columns in relation {{ relation }}! dbt can only get\n information about relations with fewer than {{ maximum }} columns.\n {% endset %}\n {% do exceptions.raise_compiler_error(msg) %}\n {% endif %}\n\n {% set columns = [] %}\n {% for row in result %}\n {% do columns.append(api.Column.from_description(row['name'], row['type'])) %}\n {% endfor %}\n {% do return(columns) %}\n{% endmacro %}", - "depends_on": { "macros": ["macro.dbt.run_query"] }, + "package_name": "elementary", + "path": "macros/edr/system/system_utils/get_elementary_package_version.sql", + "original_file_path": "macros/edr/system/system_utils/get_elementary_package_version.sql", + "unique_id": "macro.elementary.get_elementary_package_version", + "macro_sql": "{% macro get_elementary_package_version() %}\n {% set conf = elementary.get_runtime_config() %}\n {% do return(conf.dependencies[\"elementary\"].version) %}\n{% endmacro %}", + "depends_on": { "macros": ["macro.elementary.get_runtime_config"] }, "description": "", "meta": {}, "docs": { "show": true, "node_color": null }, "patch_path": null, "arguments": [], - "created_at": 1693603073.589719, + "created_at": 1699027426.236344, "supported_languages": null }, - "macro.dbt_snowflake.snowflake__list_schemas": { - "name": "snowflake__list_schemas", + "macro.elementary.get_runtime_config": { + "name": "get_runtime_config", "resource_type": "macro", - "package_name": "dbt_snowflake", - "path": "macros/adapters.sql", - "original_file_path": "macros/adapters.sql", - "unique_id": "macro.dbt_snowflake.snowflake__list_schemas", - "macro_sql": "{% macro snowflake__list_schemas(database) -%}\n {# 10k limit from here: https://docs.snowflake.net/manuals/sql-reference/sql/show-schemas.html#usage-notes #}\n {% set maximum = 10000 %}\n {% set sql -%}\n show terse schemas in database {{ database }}\n limit {{ maximum }}\n {%- endset %}\n {% set result = run_query(sql) %}\n {% if (result | length) >= maximum %}\n {% set msg %}\n Too many schemas in database {{ database }}! dbt can only get\n information about databases with fewer than {{ maximum }} schemas.\n {% endset %}\n {% do exceptions.raise_compiler_error(msg) %}\n {% endif %}\n {{ return(result) }}\n{% endmacro %}", - "depends_on": { "macros": ["macro.dbt.run_query"] }, + "package_name": "elementary", + "path": "macros/edr/system/system_utils/get_runtime_config.sql", + "original_file_path": "macros/edr/system/system_utils/get_runtime_config.sql", + "unique_id": "macro.elementary.get_runtime_config", + "macro_sql": "{% macro get_runtime_config() %}\n {{ return(builtins.ref.config) }}\n{% endmacro %}", + "depends_on": { "macros": [] }, "description": "", "meta": {}, "docs": { "show": true, "node_color": null }, "patch_path": null, "arguments": [], - "created_at": 1693603073.590288, + "created_at": 1699027426.2365, "supported_languages": null }, - "macro.dbt_snowflake.snowflake__get_paginated_relations_array": { - "name": "snowflake__get_paginated_relations_array", + "macro.elementary.get_first_env_var": { + "name": "get_first_env_var", "resource_type": "macro", - "package_name": "dbt_snowflake", - "path": "macros/adapters.sql", - "original_file_path": "macros/adapters.sql", - "unique_id": "macro.dbt_snowflake.snowflake__get_paginated_relations_array", - "macro_sql": "{% macro snowflake__get_paginated_relations_array(max_iter, max_results_per_iter, max_total_results, schema_relation, watermark) %}\n\n {% set paginated_relations = [] %}\n\n {% for _ in range(0, max_iter) %}\n\n {%- set paginated_sql -%}\n show terse objects in {{ schema_relation }} limit {{ max_results_per_iter }} from '{{ watermark.table_name }}'\n {%- endset -%}\n\n {%- set paginated_result = run_query(paginated_sql) %}\n {%- set paginated_n = (paginated_result | length) -%}\n\n {#\n terminating condition: if there are 0 records in the result we reached\n the end exactly on the previous iteration\n #}\n {%- if paginated_n == 0 -%}\n {%- break -%}\n {%- endif -%}\n\n {#\n terminating condition: At some point the user needs to be reasonable with how\n many objects are contained in their schemas. Since there was already\n one iteration before attempting pagination, loop.index == max_iter means\n the limit has been surpassed.\n #}\n\n {%- if loop.index == max_iter -%}\n {%- set msg -%}\n dbt will list a maximum of {{ max_total_results }} objects in schema {{ schema_relation }}.\n Your schema exceeds this limit. Please contact support@getdbt.com for troubleshooting tips,\n or review and reduce the number of objects contained.\n {%- endset -%}\n\n {% do exceptions.raise_compiler_error(msg) %}\n {%- endif -%}\n\n {%- do paginated_relations.append(paginated_result) -%}\n {% set watermark.table_name = paginated_result.columns[1].values()[-1] %}\n\n {#\n terminating condition: paginated_n < max_results_per_iter means we reached the end\n #}\n {%- if paginated_n < max_results_per_iter -%}\n {%- break -%}\n {%- endif -%}\n {%- endfor -%}\n\n {{ return(paginated_relations) }}\n\n{% endmacro %}", - "depends_on": { "macros": ["macro.dbt.run_query"] }, + "package_name": "elementary", + "path": "macros/edr/system/system_utils/get_first_env_var.sql", + "original_file_path": "macros/edr/system/system_utils/get_first_env_var.sql", + "unique_id": "macro.elementary.get_first_env_var", + "macro_sql": "{% macro get_first_env_var(var_names) %}\n {% for var_name in var_names %}\n {% set value = env_var(var_name, \"\") %}\n {% if value %}\n {{ return(value) }}\n {% endif %}\n {% endfor %}\n {{ return(none) }}\n{% endmacro %}", + "depends_on": { "macros": [] }, "description": "", "meta": {}, "docs": { "show": true, "node_color": null }, "patch_path": null, "arguments": [], - "created_at": 1693603073.5913222, + "created_at": 1699027426.2369149, "supported_languages": null }, - "macro.dbt_snowflake.snowflake__list_relations_without_caching": { - "name": "snowflake__list_relations_without_caching", + "macro.elementary.empty_elementary_test_results": { + "name": "empty_elementary_test_results", "resource_type": "macro", - "package_name": "dbt_snowflake", - "path": "macros/adapters.sql", - "original_file_path": "macros/adapters.sql", - "unique_id": "macro.dbt_snowflake.snowflake__list_relations_without_caching", - "macro_sql": "{% macro snowflake__list_relations_without_caching(schema_relation, max_iter=10, max_results_per_iter=10000) %}\n\n {%- set max_total_results = max_results_per_iter * max_iter -%}\n\n {%- set sql -%}\n show terse objects in {{ schema_relation }} limit {{ max_results_per_iter }}\n {%- endset -%}\n\n {%- set result = run_query(sql) -%}\n\n {%- set n = (result | length) -%}\n {%- set watermark = namespace(table_name=result.columns[1].values()[-1]) -%}\n {%- set paginated = namespace(result=[]) -%}\n\n {% if n >= max_results_per_iter %}\n\n {% set paginated.result = snowflake__get_paginated_relations_array(\n max_iter,\n max_results_per_iter,\n max_total_results,\n schema_relation,\n watermark\n )\n %}\n\n {% endif %}\n\n {%- set all_results_array = [result] + paginated.result -%}\n {%- set result = result.merge(all_results_array) -%}\n {%- do return(result) -%}\n\n{% endmacro %}", + "package_name": "elementary", + "path": "macros/edr/system/system_utils/empty_table.sql", + "original_file_path": "macros/edr/system/system_utils/empty_table.sql", + "unique_id": "macro.elementary.empty_elementary_test_results", + "macro_sql": "{% macro empty_elementary_test_results() %}\n {{ elementary.empty_table([\n ('id','long_string'),\n ('data_issue_id','string'),\n ('test_execution_id','long_string'),\n ('test_unique_id','long_string'),\n ('model_unique_id','long_string'),\n ('invocation_id', 'string'),\n ('detected_at','timestamp'),\n ('created_at','timestamp'),\n ('database_name','string'),\n ('schema_name','string'),\n ('table_name','string'),\n ('column_name','string'),\n ('test_type','string'),\n ('test_sub_type','string'),\n ('test_results_description','long_string'),\n ('owners','string'),\n ('tags','string'),\n ('test_results_query','long_string'),\n ('other','string'),\n ('test_name','long_string'),\n ('test_params','long_string'),\n ('severity','string'),\n ('status','string'),\n ('failures', 'bigint'),\n ('test_short_name', 'string'),\n ('test_alias', 'string'),\n ('result_rows', 'long_string'),\n ('failed_row_count', 'bigint')\n ]) }}\n{% endmacro %}", + "depends_on": { "macros": ["macro.elementary.empty_table"] }, + "description": "", + "meta": {}, + "docs": { "show": true, "node_color": null }, + "patch_path": null, + "arguments": [], + "created_at": 1699027426.242198, + "supported_languages": null + }, + "macro.elementary.empty_dbt_source_freshness_results": { + "name": "empty_dbt_source_freshness_results", + "resource_type": "macro", + "package_name": "elementary", + "path": "macros/edr/system/system_utils/empty_table.sql", + "original_file_path": "macros/edr/system/system_utils/empty_table.sql", + "unique_id": "macro.elementary.empty_dbt_source_freshness_results", + "macro_sql": "{% macro empty_dbt_source_freshness_results() %}\n {{ elementary.empty_table([\n ('source_freshness_execution_id','string'),\n ('unique_id','string'),\n ('max_loaded_at','string'),\n ('snapshotted_at','string'),\n ('generated_at', 'string'),\n ('created_at', 'timestamp'),\n ('max_loaded_at_time_ago_in_s','float'),\n ('status','string'),\n ('error','string'),\n ('compile_started_at', 'string'),\n ('compile_completed_at', 'string'),\n ('execute_started_at', 'string'),\n ('execute_completed_at', 'string'),\n ('invocation_id', 'string')\n ]) }}\n{% endmacro %}", + "depends_on": { "macros": ["macro.elementary.empty_table"] }, + "description": "", + "meta": {}, + "docs": { "show": true, "node_color": null }, + "patch_path": null, + "arguments": [], + "created_at": 1699027426.242871, + "supported_languages": null + }, + "macro.elementary.empty_data_monitoring_metrics": { + "name": "empty_data_monitoring_metrics", + "resource_type": "macro", + "package_name": "elementary", + "path": "macros/edr/system/system_utils/empty_table.sql", + "original_file_path": "macros/edr/system/system_utils/empty_table.sql", + "unique_id": "macro.elementary.empty_data_monitoring_metrics", + "macro_sql": "{% macro empty_data_monitoring_metrics(with_created_at=true) %}\n {% set columns = [('id','string'),\n ('full_table_name','string'),\n ('column_name','string'),\n ('metric_name','string'),\n ('metric_value','float'),\n ('source_value','string'),\n ('bucket_start','timestamp'),\n ('bucket_end','timestamp'),\n ('bucket_duration_hours','int'),\n ('updated_at','timestamp'),\n ('dimension','string'),\n ('dimension_value','string'),\n ('metric_properties','string')] \n %}\n {% if with_created_at %}\n {% do columns.append(('created_at','timestamp')) %}\n {% endif %}\n {{ elementary.empty_table(columns) }}\n{% endmacro %}", + "depends_on": { "macros": ["macro.elementary.empty_table"] }, + "description": "", + "meta": {}, + "docs": { "show": true, "node_color": null }, + "patch_path": null, + "arguments": [], + "created_at": 1699027426.2436638, + "supported_languages": null + }, + "macro.elementary.empty_schema_columns_snapshot": { + "name": "empty_schema_columns_snapshot", + "resource_type": "macro", + "package_name": "elementary", + "path": "macros/edr/system/system_utils/empty_table.sql", + "original_file_path": "macros/edr/system/system_utils/empty_table.sql", + "unique_id": "macro.elementary.empty_schema_columns_snapshot", + "macro_sql": "{% macro empty_schema_columns_snapshot() %}\n {{ elementary.empty_table([('column_state_id','string'),('full_column_name','string'),('full_table_name','string'),('column_name','string'),('data_type','string'),('is_new','boolean'),('detected_at','timestamp'),('created_at','timestamp')]) }}\n{% endmacro %}", + "depends_on": { "macros": ["macro.elementary.empty_table"] }, + "description": "", + "meta": {}, + "docs": { "show": true, "node_color": null }, + "patch_path": null, + "arguments": [], + "created_at": 1699027426.2441, + "supported_languages": null + }, + "macro.elementary.empty_column_monitors_cte": { + "name": "empty_column_monitors_cte", + "resource_type": "macro", + "package_name": "elementary", + "path": "macros/edr/system/system_utils/empty_table.sql", + "original_file_path": "macros/edr/system/system_utils/empty_table.sql", + "unique_id": "macro.elementary.empty_column_monitors_cte", + "macro_sql": "{% macro empty_column_monitors_cte() %}\n {%- set column_monitors_list = elementary.get_agg_column_monitors() %}\n {%- set columns_definition = [('column_name', 'string'), ('bucket', 'timestamp')] %}\n {%- for monitor in column_monitors_list %}\n {%- do columns_definition.append((monitor,'int'))-%}\n {%- endfor %}\n {{ elementary.empty_table(columns_definition) }}\n{% endmacro %}", "depends_on": { "macros": [ - "macro.dbt.run_query", - "macro.dbt_snowflake.snowflake__get_paginated_relations_array" + "macro.elementary.get_agg_column_monitors", + "macro.elementary.empty_table" ] }, "description": "", @@ -2485,236 +19539,333 @@ "docs": { "show": true, "node_color": null }, "patch_path": null, "arguments": [], - "created_at": 1693603073.592191, + "created_at": 1699027426.244509, "supported_languages": null }, - "macro.dbt_snowflake.snowflake__check_schema_exists": { - "name": "snowflake__check_schema_exists", + "macro.elementary.empty_table": { + "name": "empty_table", "resource_type": "macro", - "package_name": "dbt_snowflake", - "path": "macros/adapters.sql", - "original_file_path": "macros/adapters.sql", - "unique_id": "macro.dbt_snowflake.snowflake__check_schema_exists", - "macro_sql": "{% macro snowflake__check_schema_exists(information_schema, schema) -%}\n {% call statement('check_schema_exists', fetch_result=True) -%}\n select count(*)\n from {{ information_schema }}.schemata\n where upper(schema_name) = upper('{{ schema }}')\n and upper(catalog_name) = upper('{{ information_schema.database }}')\n {%- endcall %}\n {{ return(load_result('check_schema_exists').table) }}\n{%- endmacro %}", - "depends_on": { "macros": ["macro.dbt.statement"] }, + "package_name": "elementary", + "path": "macros/edr/system/system_utils/empty_table.sql", + "original_file_path": "macros/edr/system/system_utils/empty_table.sql", + "unique_id": "macro.elementary.empty_table", + "macro_sql": "{% macro empty_table(column_name_and_type_list) %}\n\n {%- set empty_table_query -%}\n with empty_table as (\n select\n {% for column in column_name_and_type_list %}\n {{ elementary.empty_column(column[0], column[1]) }} {%- if not loop.last -%},{%- endif %}\n {%- endfor %}\n )\n select * from empty_table\n where 1 = 0\n {%- endset -%}\n\n {{- return(empty_table_query)-}}\n\n{% endmacro %}", + "depends_on": { "macros": ["macro.elementary.empty_column"] }, "description": "", "meta": {}, "docs": { "show": true, "node_color": null }, "patch_path": null, "arguments": [], - "created_at": 1693603073.592501, + "created_at": 1699027426.244908, "supported_languages": null }, - "macro.dbt_snowflake.snowflake__rename_relation": { - "name": "snowflake__rename_relation", + "macro.elementary.empty_column": { + "name": "empty_column", "resource_type": "macro", - "package_name": "dbt_snowflake", - "path": "macros/adapters.sql", - "original_file_path": "macros/adapters.sql", - "unique_id": "macro.dbt_snowflake.snowflake__rename_relation", - "macro_sql": "{% macro snowflake__rename_relation(from_relation, to_relation) -%}\n {% call statement('rename_relation') -%}\n alter table {{ from_relation }} rename to {{ to_relation }}\n {%- endcall %}\n{% endmacro %}", - "depends_on": { "macros": ["macro.dbt.statement"] }, + "package_name": "elementary", + "path": "macros/edr/system/system_utils/empty_table.sql", + "original_file_path": "macros/edr/system/system_utils/empty_table.sql", + "unique_id": "macro.elementary.empty_column", + "macro_sql": "{% macro empty_column(column_name, data_type) %}\n\n {%- set dummy_values = elementary.dummy_values() %}\n\n {%- if data_type == 'boolean' %}\n cast ({{ dummy_values['boolean'] }} as {{ elementary.edr_type_bool()}}) as {{ column_name }}\n {%- elif data_type == 'timestamp' -%}\n cast('{{ dummy_values['timestamp'] }}' as {{ elementary.edr_type_timestamp() }}) as {{ column_name }}\n {%- elif data_type == 'int' %}\n cast({{ dummy_values['int'] }} as {{ elementary.edr_type_int() }}) as {{ column_name }}\n {%- elif data_type == 'bigint' %}\n cast({{ dummy_values['bigint'] }} as {{ elementary.edr_type_bigint() }}) as {{ column_name }}\n {%- elif data_type == 'float' %}\n cast({{ dummy_values['float'] }} as {{ elementary.edr_type_float() }}) as {{ column_name }}\n {%- elif data_type == 'long_string' %}\n cast('{{ dummy_values['long_string'] }}' as {{ elementary.edr_type_long_string() }}) as {{ column_name }}\n {%- else %}\n cast('{{ dummy_values['string'] }}' as {{ elementary.edr_type_string() }}) as {{ column_name }}\n {%- endif %}\n\n{% endmacro %}", + "depends_on": { + "macros": [ + "macro.elementary.dummy_values", + "macro.elementary.edr_type_bool", + "macro.elementary.edr_type_timestamp", + "macro.elementary.edr_type_int", + "macro.elementary.edr_type_bigint", + "macro.elementary.edr_type_float", + "macro.elementary.edr_type_long_string", + "macro.elementary.edr_type_string" + ] + }, "description": "", "meta": {}, "docs": { "show": true, "node_color": null }, "patch_path": null, "arguments": [], - "created_at": 1693603073.59269, + "created_at": 1699027426.246033, "supported_languages": null }, - "macro.dbt_snowflake.snowflake__alter_column_type": { - "name": "snowflake__alter_column_type", + "macro.elementary.dummy_values": { + "name": "dummy_values", "resource_type": "macro", - "package_name": "dbt_snowflake", - "path": "macros/adapters.sql", - "original_file_path": "macros/adapters.sql", - "unique_id": "macro.dbt_snowflake.snowflake__alter_column_type", - "macro_sql": "{% macro snowflake__alter_column_type(relation, column_name, new_column_type) -%}\n {% call statement('alter_column_type') %}\n alter table {{ relation }} alter {{ adapter.quote(column_name) }} set data type {{ new_column_type }};\n {% endcall %}\n{% endmacro %}", - "depends_on": { "macros": ["macro.dbt.statement"] }, + "package_name": "elementary", + "path": "macros/edr/system/system_utils/empty_table.sql", + "original_file_path": "macros/edr/system/system_utils/empty_table.sql", + "unique_id": "macro.elementary.dummy_values", + "macro_sql": "{% macro dummy_values() %}\n\n {%- set dummy_values = {\n 'string': \"dummy_string\",\n 'long_string': \"this_is_just_a_long_dummy_string\",\n 'boolean': 'True',\n 'int': 123456789,\n 'bigint': 31474836478,\n 'float': 123456789.99,\n 'timestamp': \"2091-02-17\"\n } %}\n\n {{ return(dummy_values) }}\n\n{% endmacro %}", + "depends_on": { "macros": [] }, "description": "", "meta": {}, "docs": { "show": true, "node_color": null }, "patch_path": null, "arguments": [], - "created_at": 1693603073.592947, + "created_at": 1699027426.2464051, "supported_languages": null }, - "macro.dbt_snowflake.snowflake__alter_relation_comment": { - "name": "snowflake__alter_relation_comment", + "macro.elementary.edr_log": { + "name": "edr_log", "resource_type": "macro", - "package_name": "dbt_snowflake", - "path": "macros/adapters.sql", - "original_file_path": "macros/adapters.sql", - "unique_id": "macro.dbt_snowflake.snowflake__alter_relation_comment", - "macro_sql": "{% macro snowflake__alter_relation_comment(relation, relation_comment) -%}\n comment on {{ relation.type }} {{ relation }} IS $${{ relation_comment | replace('$', '[$]') }}$$;\n{% endmacro %}", + "package_name": "elementary", + "path": "macros/edr/system/system_utils/logs.sql", + "original_file_path": "macros/edr/system/system_utils/logs.sql", + "unique_id": "macro.elementary.edr_log", + "macro_sql": "{% macro edr_log(msg, info=True) %}\n {%- if execute %}\n {% do log('Elementary: ' ~ msg, info=info) %}\n {%- endif %}\n{% endmacro %}", "depends_on": { "macros": [] }, "description": "", "meta": {}, "docs": { "show": true, "node_color": null }, "patch_path": null, "arguments": [], - "created_at": 1693603073.593142, + "created_at": 1699027426.247339, "supported_languages": null }, - "macro.dbt_snowflake.snowflake__alter_column_comment": { - "name": "snowflake__alter_column_comment", + "macro.elementary.file_log": { + "name": "file_log", "resource_type": "macro", - "package_name": "dbt_snowflake", - "path": "macros/adapters.sql", - "original_file_path": "macros/adapters.sql", - "unique_id": "macro.dbt_snowflake.snowflake__alter_column_comment", - "macro_sql": "{% macro snowflake__alter_column_comment(relation, column_dict) -%}\n {% set existing_columns = adapter.get_columns_in_relation(relation) | map(attribute=\"name\") | list %}\n alter {{ relation.type }} {{ relation }} alter\n {% for column_name in existing_columns if (column_name in existing_columns) or (column_name|lower in existing_columns) %}\n {{ get_column_comment_sql(column_name, column_dict) }} {{- ',' if not loop.last else ';' }}\n {% endfor %}\n{% endmacro %}", + "package_name": "elementary", + "path": "macros/edr/system/system_utils/logs.sql", + "original_file_path": "macros/edr/system/system_utils/logs.sql", + "unique_id": "macro.elementary.file_log", + "macro_sql": "{% macro file_log(msg) %}\n {% if execute %}\n {% do elementary.edr_log(msg, info=false) %}\n {% do elementary.debug_log(msg) %}\n {% endif %}\n{% endmacro %}", "depends_on": { - "macros": ["macro.dbt_snowflake.get_column_comment_sql"] + "macros": [ + "macro.elementary.edr_log", + "macro.elementary.debug_log" + ] }, "description": "", "meta": {}, "docs": { "show": true, "node_color": null }, "patch_path": null, "arguments": [], - "created_at": 1693603073.593636, + "created_at": 1699027426.247589, "supported_languages": null }, - "macro.dbt_snowflake.get_current_query_tag": { - "name": "get_current_query_tag", + "macro.elementary.debug_log": { + "name": "debug_log", "resource_type": "macro", - "package_name": "dbt_snowflake", - "path": "macros/adapters.sql", - "original_file_path": "macros/adapters.sql", - "unique_id": "macro.dbt_snowflake.get_current_query_tag", - "macro_sql": "{% macro get_current_query_tag() -%}\n {{ return(run_query(\"show parameters like 'query_tag' in session\").rows[0]['value']) }}\n{% endmacro %}", - "depends_on": { "macros": ["macro.dbt.run_query"] }, + "package_name": "elementary", + "path": "macros/edr/system/system_utils/logs.sql", + "original_file_path": "macros/edr/system/system_utils/logs.sql", + "unique_id": "macro.elementary.debug_log", + "macro_sql": "{% macro debug_log(msg) %}\n {%- if execute %}\n {% set debug_logs_enabled = elementary.get_config_var('debug_logs') %}\n {% if debug_logs_enabled %}\n {{ elementary.edr_log(msg) }}\n {% endif %}\n {%- endif %}\n{% endmacro %}", + "depends_on": { + "macros": [ + "macro.elementary.get_config_var", + "macro.elementary.edr_log" + ] + }, "description": "", "meta": {}, "docs": { "show": true, "node_color": null }, "patch_path": null, "arguments": [], - "created_at": 1693603073.593812, + "created_at": 1699027426.247917, "supported_languages": null }, - "macro.dbt_snowflake.set_query_tag": { - "name": "set_query_tag", + "macro.elementary.test_log": { + "name": "test_log", "resource_type": "macro", - "package_name": "dbt_snowflake", - "path": "macros/adapters.sql", - "original_file_path": "macros/adapters.sql", - "unique_id": "macro.dbt_snowflake.set_query_tag", - "macro_sql": "{% macro set_query_tag() -%}\n {{ return(adapter.dispatch('set_query_tag', 'dbt')()) }}\n{% endmacro %}", - "depends_on": { - "macros": ["macro.dbt_snowflake.snowflake__set_query_tag"] - }, + "package_name": "elementary", + "path": "macros/edr/system/system_utils/logs.sql", + "original_file_path": "macros/edr/system/system_utils/logs.sql", + "unique_id": "macro.elementary.test_log", + "macro_sql": "{% macro test_log(msg_type, table_name, column_name=none) %}\n {%- if column_name %}\n {%- set start = 'Started running data monitors on: ' ~ table_name ~ ' ' ~ column_name %}\n {%- set end = 'Finished running data monitors on: ' ~ table_name ~ ' ' ~ column_name %}\n {%- else %}\n {%- set start = 'Started running data monitors on: ' ~ table_name %}\n {%- set end = 'Finished running data monitors on: ' ~ table_name %}\n {%- endif %}\n\n {%- if msg_type == 'start' %}\n {% do elementary.edr_log(start) %}\n {%- elif msg_type == 'end' %}\n {% do elementary.edr_log(end) %}\n {%- endif %}\n{% endmacro %}", + "depends_on": { "macros": ["macro.elementary.edr_log"] }, "description": "", "meta": {}, "docs": { "show": true, "node_color": null }, "patch_path": null, "arguments": [], - "created_at": 1693603073.5939689, + "created_at": 1699027426.248496, "supported_languages": null }, - "macro.dbt_snowflake.snowflake__set_query_tag": { - "name": "snowflake__set_query_tag", + "macro.elementary.full_table_name": { + "name": "full_table_name", "resource_type": "macro", - "package_name": "dbt_snowflake", - "path": "macros/adapters.sql", - "original_file_path": "macros/adapters.sql", - "unique_id": "macro.dbt_snowflake.snowflake__set_query_tag", - "macro_sql": "{% macro snowflake__set_query_tag() -%}\n {% set new_query_tag = config.get('query_tag') %}\n {% if new_query_tag %}\n {% set original_query_tag = get_current_query_tag() %}\n {{ log(\"Setting query_tag to '\" ~ new_query_tag ~ \"'. Will reset to '\" ~ original_query_tag ~ \"' after materialization.\") }}\n {% do run_query(\"alter session set query_tag = '{}'\".format(new_query_tag)) %}\n {{ return(original_query_tag)}}\n {% endif %}\n {{ return(none)}}\n{% endmacro %}", + "package_name": "elementary", + "path": "macros/edr/system/system_utils/full_names.sql", + "original_file_path": "macros/edr/system/system_utils/full_names.sql", + "unique_id": "macro.elementary.full_table_name", + "macro_sql": "{% macro full_table_name(alias) -%}\n {% if alias is defined %}{%- set alias_dot = alias ~ '.' %}{% endif %}\n upper({{ alias_dot }}database_name || '.' || {{ alias_dot }}schema_name || '.' || {{ alias_dot }}table_name)\n{%- endmacro %}", + "depends_on": { "macros": [] }, + "description": "", + "meta": {}, + "docs": { "show": true, "node_color": null }, + "patch_path": null, + "arguments": [], + "created_at": 1699027426.251382, + "supported_languages": null + }, + "macro.elementary.full_schema_name": { + "name": "full_schema_name", + "resource_type": "macro", + "package_name": "elementary", + "path": "macros/edr/system/system_utils/full_names.sql", + "original_file_path": "macros/edr/system/system_utils/full_names.sql", + "unique_id": "macro.elementary.full_schema_name", + "macro_sql": "{% macro full_schema_name() -%}\n upper(database_name || '.' || schema_name)\n{%- endmacro %}", + "depends_on": { "macros": [] }, + "description": "", + "meta": {}, + "docs": { "show": true, "node_color": null }, + "patch_path": null, + "arguments": [], + "created_at": 1699027426.2514539, + "supported_languages": null + }, + "macro.elementary.full_column_name": { + "name": "full_column_name", + "resource_type": "macro", + "package_name": "elementary", + "path": "macros/edr/system/system_utils/full_names.sql", + "original_file_path": "macros/edr/system/system_utils/full_names.sql", + "unique_id": "macro.elementary.full_column_name", + "macro_sql": "{% macro full_column_name() -%}\n upper(database_name || '.' || schema_name || '.' || table_name || '.' || column_name)\n{%- endmacro %}", + "depends_on": { "macros": [] }, + "description": "", + "meta": {}, + "docs": { "show": true, "node_color": null }, + "patch_path": null, + "arguments": [], + "created_at": 1699027426.2515259, + "supported_languages": null + }, + "macro.elementary.full_name_split": { + "name": "full_name_split", + "resource_type": "macro", + "package_name": "elementary", + "path": "macros/edr/system/system_utils/full_names.sql", + "original_file_path": "macros/edr/system/system_utils/full_names.sql", + "unique_id": "macro.elementary.full_name_split", + "macro_sql": "{% macro full_name_split(part_name) %}\n {{ adapter.dispatch('full_name_split','elementary')(part_name) }}\n{% endmacro %}", "depends_on": { - "macros": [ - "macro.dbt_snowflake.get_current_query_tag", - "macro.dbt.run_query" - ] + "macros": ["macro.elementary.default__full_name_split"] }, "description": "", "meta": {}, "docs": { "show": true, "node_color": null }, "patch_path": null, "arguments": [], - "created_at": 1693603073.5944252, + "created_at": 1699027426.251679, "supported_languages": null }, - "macro.dbt_snowflake.unset_query_tag": { - "name": "unset_query_tag", + "macro.elementary.default__full_name_split": { + "name": "default__full_name_split", + "resource_type": "macro", + "package_name": "elementary", + "path": "macros/edr/system/system_utils/full_names.sql", + "original_file_path": "macros/edr/system/system_utils/full_names.sql", + "unique_id": "macro.elementary.default__full_name_split", + "macro_sql": "{% macro default__full_name_split(part_name) %}\n {%- if part_name == 'database_name' -%}\n {%- set part_index = 0 -%}\n {%- elif part_name == 'schema_name' -%}\n {%- set part_index = 1 -%}\n {%- elif part_name == 'table_name' -%}\n {%- set part_index = 2 -%}\n {%- else -%}\n {{ return('') }}\n {%- endif -%}\n trim(split(full_table_name,'.')[{{ part_index }}],'\"') as {{ part_name }}\n{% endmacro %}", + "depends_on": { "macros": [] }, + "description": "", + "meta": {}, + "docs": { "show": true, "node_color": null }, + "patch_path": null, + "arguments": [], + "created_at": 1699027426.252071, + "supported_languages": null + }, + "macro.elementary.bigquery__full_name_split": { + "name": "bigquery__full_name_split", + "resource_type": "macro", + "package_name": "elementary", + "path": "macros/edr/system/system_utils/full_names.sql", + "original_file_path": "macros/edr/system/system_utils/full_names.sql", + "unique_id": "macro.elementary.bigquery__full_name_split", + "macro_sql": "{% macro bigquery__full_name_split(part_name) %}\n {%- if part_name == 'database_name' -%}\n {%- set part_index = 0 %}\n {%- elif part_name == 'schema_name' -%}\n {%- set part_index = 1 %}\n {%- elif part_name == 'table_name' -%}\n {%- set part_index = 2 -%}\n {%- else -%}\n {{ return('') }}\n {%- endif -%}\n trim(split(full_table_name,'.')[OFFSET({{ part_index }})],'\"') as {{ part_name }}\n{% endmacro %}", + "depends_on": { "macros": [] }, + "description": "", + "meta": {}, + "docs": { "show": true, "node_color": null }, + "patch_path": null, + "arguments": [], + "created_at": 1699027426.252466, + "supported_languages": null + }, + "macro.elementary.postgres__full_name_split": { + "name": "postgres__full_name_split", "resource_type": "macro", - "package_name": "dbt_snowflake", - "path": "macros/adapters.sql", - "original_file_path": "macros/adapters.sql", - "unique_id": "macro.dbt_snowflake.unset_query_tag", - "macro_sql": "{% macro unset_query_tag(original_query_tag) -%}\n {{ return(adapter.dispatch('unset_query_tag', 'dbt')(original_query_tag)) }}\n{% endmacro %}", - "depends_on": { - "macros": ["macro.dbt_snowflake.snowflake__unset_query_tag"] - }, + "package_name": "elementary", + "path": "macros/edr/system/system_utils/full_names.sql", + "original_file_path": "macros/edr/system/system_utils/full_names.sql", + "unique_id": "macro.elementary.postgres__full_name_split", + "macro_sql": "{% macro postgres__full_name_split(part_name) %}\n {%- if part_name == 'database_name' -%}\n {%- set part_index = 1 -%}\n {%- elif part_name == 'schema_name' -%}\n {%- set part_index = 2 -%}\n {%- elif part_name == 'table_name' -%}\n {%- set part_index = 3 -%}\n {%- else -%}\n {{ return('') }}\n {%- endif -%}\n trim(split_part(full_table_name,'.',{{ part_index }}),'\"') as {{ part_name }}\n{% endmacro %}", + "depends_on": { "macros": [] }, "description": "", "meta": {}, "docs": { "show": true, "node_color": null }, "patch_path": null, "arguments": [], - "created_at": 1693603073.594603, + "created_at": 1699027426.2528582, "supported_languages": null }, - "macro.dbt_snowflake.snowflake__unset_query_tag": { - "name": "snowflake__unset_query_tag", + "macro.elementary.databricks__full_name_split": { + "name": "databricks__full_name_split", "resource_type": "macro", - "package_name": "dbt_snowflake", - "path": "macros/adapters.sql", - "original_file_path": "macros/adapters.sql", - "unique_id": "macro.dbt_snowflake.snowflake__unset_query_tag", - "macro_sql": "{% macro snowflake__unset_query_tag(original_query_tag) -%}\n {% set new_query_tag = config.get('query_tag') %}\n {% if new_query_tag %}\n {% if original_query_tag %}\n {{ log(\"Resetting query_tag to '\" ~ original_query_tag ~ \"'.\") }}\n {% do run_query(\"alter session set query_tag = '{}'\".format(original_query_tag)) %}\n {% else %}\n {{ log(\"No original query_tag, unsetting parameter.\") }}\n {% do run_query(\"alter session unset query_tag\") %}\n {% endif %}\n {% endif %}\n{% endmacro %}", - "depends_on": { "macros": ["macro.dbt.run_query"] }, + "package_name": "elementary", + "path": "macros/edr/system/system_utils/full_names.sql", + "original_file_path": "macros/edr/system/system_utils/full_names.sql", + "unique_id": "macro.elementary.databricks__full_name_split", + "macro_sql": "{% macro databricks__full_name_split(part_name) %}\n {%- if part_name == 'database_name' -%}\n {%- set part_index = 0 -%}\n {%- elif part_name == 'schema_name' -%}\n {%- set part_index = 1 -%}\n {%- elif part_name == 'table_name' -%}\n {%- set part_index = 2 -%}\n {%- else -%}\n {{ return('') }}\n {%- endif -%}\n trim('\"' from split(full_table_name,'[.]')[{{ part_index }}]) as {{ part_name }}\n{% endmacro %}", + "depends_on": { "macros": [] }, "description": "", "meta": {}, "docs": { "show": true, "node_color": null }, "patch_path": null, "arguments": [], - "created_at": 1693603073.595066, + "created_at": 1699027426.253255, "supported_languages": null }, - "macro.dbt_snowflake.snowflake__alter_relation_add_remove_columns": { - "name": "snowflake__alter_relation_add_remove_columns", + "macro.elementary.relation_to_full_name": { + "name": "relation_to_full_name", "resource_type": "macro", - "package_name": "dbt_snowflake", - "path": "macros/adapters.sql", - "original_file_path": "macros/adapters.sql", - "unique_id": "macro.dbt_snowflake.snowflake__alter_relation_add_remove_columns", - "macro_sql": "{% macro snowflake__alter_relation_add_remove_columns(relation, add_columns, remove_columns) %}\n\n {% if add_columns %}\n\n {% set sql -%}\n alter {{ relation.type }} {{ relation }} add column\n {% for column in add_columns %}\n {{ column.name }} {{ column.data_type }}{{ ',' if not loop.last }}\n {% endfor %}\n {%- endset -%}\n\n {% do run_query(sql) %}\n\n {% endif %}\n\n {% if remove_columns %}\n\n {% set sql -%}\n alter {{ relation.type }} {{ relation }} drop column\n {% for column in remove_columns %}\n {{ column.name }}{{ ',' if not loop.last }}\n {% endfor %}\n {%- endset -%}\n\n {% do run_query(sql) %}\n\n {% endif %}\n\n{% endmacro %}", - "depends_on": { "macros": ["macro.dbt.run_query"] }, + "package_name": "elementary", + "path": "macros/edr/system/system_utils/full_names.sql", + "original_file_path": "macros/edr/system/system_utils/full_names.sql", + "unique_id": "macro.elementary.relation_to_full_name", + "macro_sql": "{% macro relation_to_full_name(relation) %}\n {%- if relation.is_cte %}\n {# Ephemeral models don't have db and schema #}\n {%- set full_table_name = relation.identifier | upper %}\n {%- elif relation.database %}\n {%- set full_table_name = relation.database | upper ~'.'~ relation.schema | upper ~'.'~ relation.identifier | upper %}\n {%- else %}\n {# Databricks doesn't always have a database #}\n {%- set full_table_name = relation.schema | upper ~'.'~ relation.identifier | upper %}\n {%- endif %}\n {{ return(full_table_name) }}\n{% endmacro %}", + "depends_on": { "macros": [] }, "description": "", "meta": {}, "docs": { "show": true, "node_color": null }, "patch_path": null, "arguments": [], - "created_at": 1693603073.595847, + "created_at": 1699027426.253759, "supported_languages": null }, - "macro.dbt_snowflake.snowflake_dml_explicit_transaction": { - "name": "snowflake_dml_explicit_transaction", + "macro.elementary.model_node_to_full_name": { + "name": "model_node_to_full_name", "resource_type": "macro", - "package_name": "dbt_snowflake", - "path": "macros/adapters.sql", - "original_file_path": "macros/adapters.sql", - "unique_id": "macro.dbt_snowflake.snowflake_dml_explicit_transaction", - "macro_sql": "{% macro snowflake_dml_explicit_transaction(dml) %}\n {#\n Use this macro to wrap all INSERT, MERGE, UPDATE, DELETE, and TRUNCATE\n statements before passing them into run_query(), or calling in the 'main' statement\n of a materialization\n #}\n {% set dml_transaction -%}\n begin;\n {{ dml }};\n commit;\n {%- endset %}\n\n {% do return(dml_transaction) %}\n\n{% endmacro %}", + "package_name": "elementary", + "path": "macros/edr/system/system_utils/full_names.sql", + "original_file_path": "macros/edr/system/system_utils/full_names.sql", + "unique_id": "macro.elementary.model_node_to_full_name", + "macro_sql": "{% macro model_node_to_full_name(model_node) %}\n {% set identifier = model_node.identifier or model_node.alias %}\n {%- if model_node.database %}\n {%- set full_table_name = model_node.database | upper ~'.'~ model_node.schema | upper ~'.'~ identifier | upper %}\n {%- else %}\n {# Databricks doesn't always have a database #}\n {%- set full_table_name = model_node.schema | upper ~'.'~ identifier | upper %}\n {%- endif %}\n {{ return(full_table_name) }}\n{% endmacro %}", "depends_on": { "macros": [] }, "description": "", "meta": {}, "docs": { "show": true, "node_color": null }, "patch_path": null, "arguments": [], - "created_at": 1693603073.596054, + "created_at": 1699027426.254287, "supported_languages": null }, - "macro.dbt_snowflake.snowflake__truncate_relation": { - "name": "snowflake__truncate_relation", + "macro.elementary.configured_schemas_from_graph_as_tuple": { + "name": "configured_schemas_from_graph_as_tuple", "resource_type": "macro", - "package_name": "dbt_snowflake", - "path": "macros/adapters.sql", - "original_file_path": "macros/adapters.sql", - "unique_id": "macro.dbt_snowflake.snowflake__truncate_relation", - "macro_sql": "{% macro snowflake__truncate_relation(relation) -%}\n {% set truncate_dml %}\n truncate table {{ relation }}\n {% endset %}\n {% call statement('truncate_relation') -%}\n {{ snowflake_dml_explicit_transaction(truncate_dml) }}\n {%- endcall %}\n{% endmacro %}", + "package_name": "elementary", + "path": "macros/edr/system/system_utils/full_names.sql", + "original_file_path": "macros/edr/system/system_utils/full_names.sql", + "unique_id": "macro.elementary.configured_schemas_from_graph_as_tuple", + "macro_sql": "{% macro configured_schemas_from_graph_as_tuple() %}\n\n {%- set configured_schema_tuples = elementary.get_configured_schemas_from_graph() %}\n {%- set schemas_list = [] %}\n\n {%- for configured_schema_tuple in configured_schema_tuples %}\n {%- set database_name, schema_name = configured_schema_tuple %}\n {%- set full_schema_name = database_name | upper ~ '.' ~ schema_name | upper %}\n {%- do schemas_list.append(full_schema_name) -%}\n {%- endfor %}\n\n {% set schemas_tuple = elementary.strings_list_to_tuple(schemas_list) %}\n {{ return(schemas_tuple) }}\n\n{% endmacro %}", "depends_on": { "macros": [ - "macro.dbt.statement", - "macro.dbt_snowflake.snowflake_dml_explicit_transaction" + "macro.elementary.get_configured_schemas_from_graph", + "macro.elementary.strings_list_to_tuple" ] }, "description": "", @@ -2722,21 +19873,21 @@ "docs": { "show": true, "node_color": null }, "patch_path": null, "arguments": [], - "created_at": 1693603073.596291, + "created_at": 1699027426.254878, "supported_languages": null }, - "macro.dbt_snowflake.snowflake__drop_relation": { - "name": "snowflake__drop_relation", + "macro.elementary.get_columns_by_schemas": { + "name": "get_columns_by_schemas", "resource_type": "macro", - "package_name": "dbt_snowflake", - "path": "macros/adapters.sql", - "original_file_path": "macros/adapters.sql", - "unique_id": "macro.dbt_snowflake.snowflake__drop_relation", - "macro_sql": "{% macro snowflake__drop_relation(relation) -%}\n {%- if relation.is_dynamic_table -%}\n {% call statement('drop_relation', auto_begin=False) -%}\n drop dynamic table if exists {{ relation }}\n {%- endcall %}\n {%- else -%}\n {{- default__drop_relation(relation) -}}\n {%- endif -%}\n{% endmacro %}", + "package_name": "elementary", + "path": "macros/edr/metadata_collection/get_columns_by_schemas.sql", + "original_file_path": "macros/edr/metadata_collection/get_columns_by_schemas.sql", + "unique_id": "macro.elementary.get_columns_by_schemas", + "macro_sql": "{% macro get_columns_by_schemas(configured_schemas) %}\n {%- if configured_schemas | length > 0 -%}\n {{ elementary.union_macro_queries(configured_schemas, elementary.get_columns_from_information_schema) }}\n {%- else %}\n {{ elementary.get_empty_columns_from_information_schema_table() }}\n {%- endif %}\n{% endmacro %}", "depends_on": { "macros": [ - "macro.dbt.statement", - "macro.dbt.default__drop_relation" + "macro.elementary.union_macro_queries", + "macro.elementary.get_empty_columns_from_information_schema_table" ] }, "description": "", @@ -2744,56 +19895,60 @@ "docs": { "show": true, "node_color": null }, "patch_path": null, "arguments": [], - "created_at": 1693603073.596555, + "created_at": 1699027426.255222, "supported_languages": null }, - "macro.dbt_snowflake.snowflake__copy_grants": { - "name": "snowflake__copy_grants", + "macro.elementary.get_columns_from_information_schema": { + "name": "get_columns_from_information_schema", "resource_type": "macro", - "package_name": "dbt_snowflake", - "path": "macros/apply_grants.sql", - "original_file_path": "macros/apply_grants.sql", - "unique_id": "macro.dbt_snowflake.snowflake__copy_grants", - "macro_sql": "{% macro snowflake__copy_grants() %}\n {% set copy_grants = config.get('copy_grants', False) %}\n {{ return(copy_grants) }}\n{% endmacro %}", - "depends_on": { "macros": [] }, + "package_name": "elementary", + "path": "macros/edr/metadata_collection/get_columns_from_information_schema.sql", + "original_file_path": "macros/edr/metadata_collection/get_columns_from_information_schema.sql", + "unique_id": "macro.elementary.get_columns_from_information_schema", + "macro_sql": "{% macro get_columns_from_information_schema(schema_tuple) %}\n {%- set database_name, schema_name = schema_tuple %}\n {{ return(adapter.dispatch('get_columns_from_information_schema', 'elementary')(database_name, schema_name)) }}\n{% endmacro %}", + "depends_on": { + "macros": [ + "macro.elementary.default__get_columns_from_information_schema" + ] + }, "description": "", "meta": {}, "docs": { "show": true, "node_color": null }, "patch_path": null, "arguments": [], - "created_at": 1693603073.596822, + "created_at": 1699027426.256466, "supported_languages": null }, - "macro.dbt_snowflake.snowflake__support_multiple_grantees_per_dcl_statement": { - "name": "snowflake__support_multiple_grantees_per_dcl_statement", + "macro.elementary.default__get_columns_from_information_schema": { + "name": "default__get_columns_from_information_schema", "resource_type": "macro", - "package_name": "dbt_snowflake", - "path": "macros/apply_grants.sql", - "original_file_path": "macros/apply_grants.sql", - "unique_id": "macro.dbt_snowflake.snowflake__support_multiple_grantees_per_dcl_statement", - "macro_sql": "\n\n{%- macro snowflake__support_multiple_grantees_per_dcl_statement() -%}\n {{ return(False) }}\n{%- endmacro -%}", + "package_name": "elementary", + "path": "macros/edr/metadata_collection/get_columns_from_information_schema.sql", + "original_file_path": "macros/edr/metadata_collection/get_columns_from_information_schema.sql", + "unique_id": "macro.elementary.default__get_columns_from_information_schema", + "macro_sql": "{% macro default__get_columns_from_information_schema(database_name, schema_name) %}\n {% set schema_relation = api.Relation.create(database=database_name, schema=schema_name).without_identifier() %}\n select\n upper(table_catalog || '.' || table_schema || '.' || table_name) as full_table_name,\n upper(table_catalog) as database_name,\n upper(table_schema) as schema_name,\n upper(table_name) as table_name,\n upper(column_name) as column_name,\n data_type\n from {{ schema_relation.information_schema('COLUMNS') }}\n where upper(table_schema) = upper('{{ schema_name }}')\n{% endmacro %}", "depends_on": { "macros": [] }, "description": "", "meta": {}, "docs": { "show": true, "node_color": null }, "patch_path": null, "arguments": [], - "created_at": 1693603073.59693, + "created_at": 1699027426.256758, "supported_languages": null }, - "macro.dbt_snowflake.materialization_test_snowflake": { - "name": "materialization_test_snowflake", + "macro.elementary.bigquery__get_columns_from_information_schema": { + "name": "bigquery__get_columns_from_information_schema", "resource_type": "macro", - "package_name": "dbt_snowflake", - "path": "macros/materializations/test.sql", - "original_file_path": "macros/materializations/test.sql", - "unique_id": "macro.dbt_snowflake.materialization_test_snowflake", - "macro_sql": "{%- materialization test, adapter='snowflake' -%}\n\n {% set original_query_tag = set_query_tag() %}\n {% set relations = materialization_test_default() %}\n {% do unset_query_tag(original_query_tag) %}\n {{ return(relations) }}\n\n{%- endmaterialization -%}", + "package_name": "elementary", + "path": "macros/edr/metadata_collection/get_columns_from_information_schema.sql", + "original_file_path": "macros/edr/metadata_collection/get_columns_from_information_schema.sql", + "unique_id": "macro.elementary.bigquery__get_columns_from_information_schema", + "macro_sql": "{% macro bigquery__get_columns_from_information_schema(database_name, schema_name) %}\n {% set schema_relation = api.Relation.create(database=database_name, schema=schema_name).without_identifier() %}\n {% set columns_schema = schema_relation.information_schema('COLUMNS') %}\n {% if elementary.can_query_relation(columns_schema) %}\n {{ elementary.default__get_columns_from_information_schema(database_name, schema_name) }}\n {% else %}\n {{ elementary.get_empty_columns_from_information_schema_table() }}\n {% endif %}\n{% endmacro %}", "depends_on": { "macros": [ - "macro.dbt_snowflake.set_query_tag", - "macro.dbt.materialization_test_default", - "macro.dbt_snowflake.unset_query_tag" + "macro.elementary.can_query_relation", + "macro.elementary.default__get_columns_from_information_schema", + "macro.elementary.get_empty_columns_from_information_schema_table" ] }, "description": "", @@ -2801,66 +19956,54 @@ "docs": { "show": true, "node_color": null }, "patch_path": null, "arguments": [], - "created_at": 1693603073.597266, - "supported_languages": ["sql"] + "created_at": 1699027426.257241, + "supported_languages": null }, - "macro.dbt_snowflake.snowflake__get_merge_sql": { - "name": "snowflake__get_merge_sql", + "macro.elementary.redshift__get_columns_from_information_schema": { + "name": "redshift__get_columns_from_information_schema", "resource_type": "macro", - "package_name": "dbt_snowflake", - "path": "macros/materializations/merge.sql", - "original_file_path": "macros/materializations/merge.sql", - "unique_id": "macro.dbt_snowflake.snowflake__get_merge_sql", - "macro_sql": "{% macro snowflake__get_merge_sql(target, source_sql, unique_key, dest_columns, incremental_predicates) -%}\n\n {#\n Workaround for Snowflake not being happy with a merge on a constant-false predicate.\n When no unique_key is provided, this macro will do a regular insert. If a unique_key\n is provided, then this macro will do a proper merge instead.\n #}\n\n {%- set dest_cols_csv = get_quoted_csv(dest_columns | map(attribute='name')) -%}\n {%- set sql_header = config.get('sql_header', none) -%}\n\n {%- set dml -%}\n {%- if unique_key is none -%}\n\n {{ sql_header if sql_header is not none }}\n\n insert into {{ target }} ({{ dest_cols_csv }})\n (\n select {{ dest_cols_csv }}\n from {{ source_sql }}\n )\n\n {%- else -%}\n\n {{ default__get_merge_sql(target, source_sql, unique_key, dest_columns, incremental_predicates) }}\n\n {%- endif -%}\n {%- endset -%}\n\n {% do return(snowflake_dml_explicit_transaction(dml)) %}\n\n{% endmacro %}", - "depends_on": { - "macros": [ - "macro.dbt.get_quoted_csv", - "macro.dbt.default__get_merge_sql", - "macro.dbt_snowflake.snowflake_dml_explicit_transaction" - ] - }, + "package_name": "elementary", + "path": "macros/edr/metadata_collection/get_columns_from_information_schema.sql", + "original_file_path": "macros/edr/metadata_collection/get_columns_from_information_schema.sql", + "unique_id": "macro.elementary.redshift__get_columns_from_information_schema", + "macro_sql": "{% macro redshift__get_columns_from_information_schema(database_name, schema_name) %}\n select\n upper(table_catalog || '.' || table_schema || '.' || table_name) as full_table_name,\n upper(table_catalog) as database_name,\n upper(table_schema) as schema_name,\n upper(table_name) as table_name,\n upper(column_name) as column_name,\n data_type\n from pg_catalog.svv_columns\n where upper(table_schema) = upper('{{ schema_name }}')\n{% endmacro %}", + "depends_on": { "macros": [] }, "description": "", "meta": {}, "docs": { "show": true, "node_color": null }, "patch_path": null, "arguments": [], - "created_at": 1693603073.598567, + "created_at": 1699027426.2573812, "supported_languages": null }, - "macro.dbt_snowflake.snowflake__get_delete_insert_merge_sql": { - "name": "snowflake__get_delete_insert_merge_sql", + "macro.elementary.postgres__get_columns_from_information_schema": { + "name": "postgres__get_columns_from_information_schema", "resource_type": "macro", - "package_name": "dbt_snowflake", - "path": "macros/materializations/merge.sql", - "original_file_path": "macros/materializations/merge.sql", - "unique_id": "macro.dbt_snowflake.snowflake__get_delete_insert_merge_sql", - "macro_sql": "{% macro snowflake__get_delete_insert_merge_sql(target, source, unique_key, dest_columns, incremental_predicates) %}\n {% set dml = default__get_delete_insert_merge_sql(target, source, unique_key, dest_columns, incremental_predicates) %}\n {% do return(snowflake_dml_explicit_transaction(dml)) %}\n{% endmacro %}", - "depends_on": { - "macros": [ - "macro.dbt.default__get_delete_insert_merge_sql", - "macro.dbt_snowflake.snowflake_dml_explicit_transaction" - ] - }, + "package_name": "elementary", + "path": "macros/edr/metadata_collection/get_columns_from_information_schema.sql", + "original_file_path": "macros/edr/metadata_collection/get_columns_from_information_schema.sql", + "unique_id": "macro.elementary.postgres__get_columns_from_information_schema", + "macro_sql": "{% macro postgres__get_columns_from_information_schema(database_name, schema_name) %}\n select\n upper(table_catalog || '.' || table_schema || '.' || table_name) as full_table_name,\n upper(table_catalog) as database_name,\n upper(table_schema) as schema_name,\n upper(table_name) as table_name,\n upper(column_name) as column_name,\n data_type\n from information_schema.columns\n where upper(table_schema) = upper('{{ schema_name }}')\n{% endmacro %}", + "depends_on": { "macros": [] }, "description": "", "meta": {}, "docs": { "show": true, "node_color": null }, "patch_path": null, "arguments": [], - "created_at": 1693603073.598859, + "created_at": 1699027426.2575092, "supported_languages": null }, - "macro.dbt_snowflake.snowflake__snapshot_merge_sql": { - "name": "snowflake__snapshot_merge_sql", + "macro.elementary.databricks__get_columns_from_information_schema": { + "name": "databricks__get_columns_from_information_schema", "resource_type": "macro", - "package_name": "dbt_snowflake", - "path": "macros/materializations/merge.sql", - "original_file_path": "macros/materializations/merge.sql", - "unique_id": "macro.dbt_snowflake.snowflake__snapshot_merge_sql", - "macro_sql": "{% macro snowflake__snapshot_merge_sql(target, source, insert_cols) %}\n {% set dml = default__snapshot_merge_sql(target, source, insert_cols) %}\n {% do return(snowflake_dml_explicit_transaction(dml)) %}\n{% endmacro %}", + "package_name": "elementary", + "path": "macros/edr/metadata_collection/get_columns_from_information_schema.sql", + "original_file_path": "macros/edr/metadata_collection/get_columns_from_information_schema.sql", + "unique_id": "macro.elementary.databricks__get_columns_from_information_schema", + "macro_sql": "{% macro databricks__get_columns_from_information_schema(database_name, schema_name) %}\n {% if target.catalog is not none %}\n {# Information schema is only available when using Unity Catalog. #}\n {% set schema_relation = api.Relation.create(database=database_name, schema=schema_name).quote(false, false, false) %}\n select\n upper(table_catalog || '.' || table_schema || '.' || table_name) as full_table_name,\n upper(table_catalog) as database_name,\n upper(table_schema) as schema_name,\n upper(table_name) as table_name,\n upper(column_name) as column_name,\n data_type\n from {{ schema_relation.information_schema('COLUMNS') }}\n where upper(table_schema) = upper('{{ schema_name }}')\n {% else %}\n {{ elementary.get_empty_columns_from_information_schema_table() }}\n {% endif %}\n{% endmacro %}", "depends_on": { "macros": [ - "macro.dbt.default__snapshot_merge_sql", - "macro.dbt_snowflake.snowflake_dml_explicit_transaction" + "macro.elementary.get_empty_columns_from_information_schema_table" ] }, "description": "", @@ -2868,21 +20011,20 @@ "docs": { "show": true, "node_color": null }, "patch_path": null, "arguments": [], - "created_at": 1693603073.5991051, + "created_at": 1699027426.257963, "supported_languages": null }, - "macro.dbt_snowflake.snowflake__get_incremental_append_sql": { - "name": "snowflake__get_incremental_append_sql", + "macro.elementary.spark__get_columns_from_information_schema": { + "name": "spark__get_columns_from_information_schema", "resource_type": "macro", - "package_name": "dbt_snowflake", - "path": "macros/materializations/merge.sql", - "original_file_path": "macros/materializations/merge.sql", - "unique_id": "macro.dbt_snowflake.snowflake__get_incremental_append_sql", - "macro_sql": "{% macro snowflake__get_incremental_append_sql(get_incremental_append_sql) %}\n {% set dml = default__get_incremental_append_sql(get_incremental_append_sql) %}\n {% do return(snowflake_dml_explicit_transaction(dml)) %}\n{% endmacro %}", + "package_name": "elementary", + "path": "macros/edr/metadata_collection/get_columns_from_information_schema.sql", + "original_file_path": "macros/edr/metadata_collection/get_columns_from_information_schema.sql", + "unique_id": "macro.elementary.spark__get_columns_from_information_schema", + "macro_sql": "{% macro spark__get_columns_from_information_schema(database_name, schema_name) %}\n {{ elementary.get_empty_columns_from_information_schema_table() }}\n{% endmacro %}", "depends_on": { "macros": [ - "macro.dbt.default__get_incremental_append_sql", - "macro.dbt_snowflake.snowflake_dml_explicit_transaction" + "macro.elementary.get_empty_columns_from_information_schema_table" ] }, "description": "", @@ -2890,44 +20032,38 @@ "docs": { "show": true, "node_color": null }, "patch_path": null, "arguments": [], - "created_at": 1693603073.599308, + "created_at": 1699027426.258091, "supported_languages": null }, - "macro.dbt_snowflake.snowflake__load_csv_rows": { - "name": "snowflake__load_csv_rows", + "macro.elementary.get_empty_columns_from_information_schema_table": { + "name": "get_empty_columns_from_information_schema_table", "resource_type": "macro", - "package_name": "dbt_snowflake", - "path": "macros/materializations/seed.sql", - "original_file_path": "macros/materializations/seed.sql", - "unique_id": "macro.dbt_snowflake.snowflake__load_csv_rows", - "macro_sql": "{% macro snowflake__load_csv_rows(model, agate_table) %}\n {% set batch_size = get_batch_size() %}\n {% set cols_sql = get_seed_column_quoted_csv(model, agate_table.column_names) %}\n {% set bindings = [] %}\n\n {% set statements = [] %}\n\n {% for chunk in agate_table.rows | batch(batch_size) %}\n {% set bindings = [] %}\n\n {% for row in chunk %}\n {% do bindings.extend(row) %}\n {% endfor %}\n\n {% set sql %}\n insert into {{ this.render() }} ({{ cols_sql }}) values\n {% for row in chunk -%}\n ({%- for column in agate_table.column_names -%}\n %s\n {%- if not loop.last%},{%- endif %}\n {%- endfor -%})\n {%- if not loop.last%},{%- endif %}\n {%- endfor %}\n {% endset %}\n\n {% do adapter.add_query('BEGIN', auto_begin=False) %}\n {% do adapter.add_query(sql, bindings=bindings, abridge_sql_log=True) %}\n {% do adapter.add_query('COMMIT', auto_begin=False) %}\n\n {% if loop.index0 == 0 %}\n {% do statements.append(sql) %}\n {% endif %}\n {% endfor %}\n\n {# Return SQL so we can render it out into the compiled files #}\n {{ return(statements[0]) }}\n{% endmacro %}", - "depends_on": { - "macros": [ - "macro.dbt.get_batch_size", - "macro.dbt.get_seed_column_quoted_csv" - ] - }, + "package_name": "elementary", + "path": "macros/edr/metadata_collection/get_columns_from_information_schema.sql", + "original_file_path": "macros/edr/metadata_collection/get_columns_from_information_schema.sql", + "unique_id": "macro.elementary.get_empty_columns_from_information_schema_table", + "macro_sql": "{% macro get_empty_columns_from_information_schema_table() %}\n {{ elementary.empty_table([('full_table_name', 'string'), ('database_name', 'string'), ('schema_name', 'string'), ('table_name', 'string'), ('column_name', 'string'), ('data_type', 'string')]) }}\n{% endmacro %}", + "depends_on": { "macros": ["macro.elementary.empty_table"] }, "description": "", "meta": {}, "docs": { "show": true, "node_color": null }, "patch_path": null, "arguments": [], - "created_at": 1693603073.60138, + "created_at": 1699027426.258445, "supported_languages": null }, - "macro.dbt_snowflake.materialization_seed_snowflake": { - "name": "materialization_seed_snowflake", + "macro.elementary.get_columns_in_project": { + "name": "get_columns_in_project", "resource_type": "macro", - "package_name": "dbt_snowflake", - "path": "macros/materializations/seed.sql", - "original_file_path": "macros/materializations/seed.sql", - "unique_id": "macro.dbt_snowflake.materialization_seed_snowflake", - "macro_sql": "{% materialization seed, adapter='snowflake' %}\n {% set original_query_tag = set_query_tag() %}\n\n {% set relations = materialization_seed_default() %}\n\n {% do unset_query_tag(original_query_tag) %}\n\n {{ return(relations) }}\n{% endmaterialization %}", + "package_name": "elementary", + "path": "macros/edr/metadata_collection/get_columns_in_project.sql", + "original_file_path": "macros/edr/metadata_collection/get_columns_in_project.sql", + "unique_id": "macro.elementary.get_columns_in_project", + "macro_sql": "{% macro get_columns_in_project() %}\n {% set configured_schemas = elementary.get_configured_schemas_from_graph() %}\n {{ elementary.get_columns_by_schemas(configured_schemas) }}\n{% endmacro %}", "depends_on": { "macros": [ - "macro.dbt_snowflake.set_query_tag", - "macro.dbt.materialization_seed_default", - "macro.dbt_snowflake.unset_query_tag" + "macro.elementary.get_configured_schemas_from_graph", + "macro.elementary.get_columns_by_schemas" ] }, "description": "", @@ -2935,23 +20071,20 @@ "docs": { "show": true, "node_color": null }, "patch_path": null, "arguments": [], - "created_at": 1693603073.601665, - "supported_languages": ["sql"] + "created_at": 1699027426.258664, + "supported_languages": null }, - "macro.dbt_snowflake.materialization_view_snowflake": { - "name": "materialization_view_snowflake", + "macro.elementary.get_tables_from_information_schema": { + "name": "get_tables_from_information_schema", "resource_type": "macro", - "package_name": "dbt_snowflake", - "path": "macros/materializations/view.sql", - "original_file_path": "macros/materializations/view.sql", - "unique_id": "macro.dbt_snowflake.materialization_view_snowflake", - "macro_sql": "{% materialization view, adapter='snowflake' -%}\n\n {% set original_query_tag = set_query_tag() %}\n {% set to_return = create_or_replace_view() %}\n\n {% set target_relation = this.incorporate(type='view') %}\n\n {% do persist_docs(target_relation, model, for_columns=false) %}\n\n {% do unset_query_tag(original_query_tag) %}\n\n {% do return(to_return) %}\n\n{%- endmaterialization %}", + "package_name": "elementary", + "path": "macros/edr/metadata_collection/get_tables_from_information_schema.sql", + "original_file_path": "macros/edr/metadata_collection/get_tables_from_information_schema.sql", + "unique_id": "macro.elementary.get_tables_from_information_schema", + "macro_sql": "{% macro get_tables_from_information_schema(schema_tuple) %}\n {{ return(adapter.dispatch('get_tables_from_information_schema','elementary')(schema_tuple)) }}\n{% endmacro %}", "depends_on": { "macros": [ - "macro.dbt_snowflake.set_query_tag", - "macro.dbt.create_or_replace_view", - "macro.dbt.persist_docs", - "macro.dbt_snowflake.unset_query_tag" + "macro.elementary.default__get_tables_from_information_schema" ] }, "description": "", @@ -2959,115 +20092,111 @@ "docs": { "show": true, "node_color": null }, "patch_path": null, "arguments": [], - "created_at": 1693603073.602182, - "supported_languages": ["sql"] + "created_at": 1699027426.260601, + "supported_languages": null }, - "macro.dbt_snowflake.materialization_table_snowflake": { - "name": "materialization_table_snowflake", + "macro.elementary.default__get_tables_from_information_schema": { + "name": "default__get_tables_from_information_schema", "resource_type": "macro", - "package_name": "dbt_snowflake", - "path": "macros/materializations/table.sql", - "original_file_path": "macros/materializations/table.sql", - "unique_id": "macro.dbt_snowflake.materialization_table_snowflake", - "macro_sql": "{% materialization table, adapter='snowflake', supported_languages=['sql', 'python']%}\n\n {% set original_query_tag = set_query_tag() %}\n\n {%- set identifier = model['alias'] -%}\n {%- set language = model['language'] -%}\n\n {% set grant_config = config.get('grants') %}\n\n {%- set old_relation = adapter.get_relation(database=database, schema=schema, identifier=identifier) -%}\n {%- set target_relation = api.Relation.create(identifier=identifier,\n schema=schema,\n database=database, type='table') -%}\n\n {{ run_hooks(pre_hooks) }}\n\n {#-- Drop the relation if it was a view to \"convert\" it in a table. This may lead to\n -- downtime, but it should be a relatively infrequent occurrence #}\n {% if old_relation is not none and not old_relation.is_table %}\n {{ log(\"Dropping relation \" ~ old_relation ~ \" because it is of type \" ~ old_relation.type) }}\n {{ drop_relation_if_exists(old_relation) }}\n {% endif %}\n\n {% call statement('main', language=language) -%}\n {{ create_table_as(False, target_relation, compiled_code, language) }}\n {%- endcall %}\n\n {{ run_hooks(post_hooks) }}\n\n {% set should_revoke = should_revoke(old_relation, full_refresh_mode=True) %}\n {% do apply_grants(target_relation, grant_config, should_revoke=should_revoke) %}\n\n {% do persist_docs(target_relation, model) %}\n\n {% do unset_query_tag(original_query_tag) %}\n\n {{ return({'relations': [target_relation]}) }}\n\n{% endmaterialization %}", - "depends_on": { - "macros": [ - "macro.dbt_snowflake.set_query_tag", - "macro.dbt.run_hooks", - "macro.dbt.drop_relation_if_exists", - "macro.dbt.statement", - "macro.dbt.create_table_as", - "macro.dbt.should_revoke", - "macro.dbt.apply_grants", - "macro.dbt.persist_docs", - "macro.dbt_snowflake.unset_query_tag" - ] - }, + "package_name": "elementary", + "path": "macros/edr/metadata_collection/get_tables_from_information_schema.sql", + "original_file_path": "macros/edr/metadata_collection/get_tables_from_information_schema.sql", + "unique_id": "macro.elementary.default__get_tables_from_information_schema", + "macro_sql": "{% macro default__get_tables_from_information_schema(schema_tuple) %}\n {%- set database_name, schema_name = schema_tuple %}\n {% set schema_relation = api.Relation.create(database=database_name, schema=schema_name).without_identifier() %}\n\n with information_schema_tables as (\n\n select\n upper(table_catalog) as database_name,\n upper(table_schema) as schema_name,\n upper(table_name) as table_name\n from {{ schema_relation.information_schema('TABLES') }}\n where upper(table_schema) = upper('{{ schema_name }}')\n\n ),\n\n information_schema_schemata as (\n\n select\n upper(catalog_name) as database_name,\n upper(schema_name) as schema_name\n from {{ schema_relation.information_schema('SCHEMATA') }}\n where upper(schema_name) = upper('{{ schema_name }}')\n\n )\n\n select\n case when tables.table_name is not null\n then {{ elementary.full_table_name('TABLES') }}\n else null end as full_table_name,\n upper(schemas.database_name || '.' || schemas.schema_name) as full_schema_name,\n schemas.database_name as database_name,\n schemas.schema_name as schema_name,\n tables.table_name\n from information_schema_tables as tables\n full outer join information_schema_schemata as schemas\n on (tables.database_name = schemas.database_name and tables.schema_name = schemas.schema_name)\n{% endmacro %}", + "depends_on": { "macros": ["macro.elementary.full_table_name"] }, "description": "", "meta": {}, "docs": { "show": true, "node_color": null }, "patch_path": null, "arguments": [], - "created_at": 1693603073.6045702, - "supported_languages": ["sql", "python"] + "created_at": 1699027426.2610712, + "supported_languages": null }, - "macro.dbt_snowflake.py_write_table": { - "name": "py_write_table", + "macro.elementary.redshift__get_tables_from_information_schema": { + "name": "redshift__get_tables_from_information_schema", "resource_type": "macro", - "package_name": "dbt_snowflake", - "path": "macros/materializations/table.sql", - "original_file_path": "macros/materializations/table.sql", - "unique_id": "macro.dbt_snowflake.py_write_table", - "macro_sql": "{% macro py_write_table(compiled_code, target_relation, temporary=False) %}\n{{ compiled_code }}\ndef materialize(session, df, target_relation):\n # make sure pandas exists\n import importlib.util\n package_name = 'pandas'\n if importlib.util.find_spec(package_name):\n import pandas\n if isinstance(df, pandas.core.frame.DataFrame):\n session.use_database(target_relation.database)\n session.use_schema(target_relation.schema)\n # session.write_pandas does not have overwrite function\n df = session.createDataFrame(df)\n {% set target_relation_name = resolve_model_name(target_relation) %}\n df.write.mode(\"overwrite\").save_as_table('{{ target_relation_name }}', create_temp_table={{temporary}})\n\ndef main(session):\n dbt = dbtObj(session.table)\n df = model(dbt, session)\n materialize(session, df, dbt.this)\n return \"OK\"\n{% endmacro %}", - "depends_on": { "macros": ["macro.dbt.resolve_model_name"] }, + "package_name": "elementary", + "path": "macros/edr/metadata_collection/get_tables_from_information_schema.sql", + "original_file_path": "macros/edr/metadata_collection/get_tables_from_information_schema.sql", + "unique_id": "macro.elementary.redshift__get_tables_from_information_schema", + "macro_sql": "{% macro redshift__get_tables_from_information_schema(schema_tuple) %}\n {%- set database_name, schema_name = schema_tuple %}\n\n with information_schema_tables as (\n\n select\n upper(table_catalog) as database_name,\n upper(table_schema) as schema_name,\n upper(table_name) as table_name\n from pg_catalog.svv_tables\n where upper(table_schema) = upper('{{ schema_name }}') and upper(table_catalog) = upper('{{ database_name }}')\n\n )\n\n select\n {{ elementary.full_table_name() }} as full_table_name,\n upper(database_name || '.' || schema_name) as full_schema_name,\n database_name,\n schema_name,\n table_name\n from information_schema_tables\n{% endmacro %}", + "depends_on": { "macros": ["macro.elementary.full_table_name"] }, "description": "", "meta": {}, "docs": { "show": true, "node_color": null }, "patch_path": null, "arguments": [], - "created_at": 1693603073.604904, + "created_at": 1699027426.261302, "supported_languages": null }, - "macro.dbt_snowflake.py_script_comment": { - "name": "py_script_comment", + "macro.elementary.postgres__get_tables_from_information_schema": { + "name": "postgres__get_tables_from_information_schema", "resource_type": "macro", - "package_name": "dbt_snowflake", - "path": "macros/materializations/table.sql", - "original_file_path": "macros/materializations/table.sql", - "unique_id": "macro.dbt_snowflake.py_script_comment", - "macro_sql": "{% macro py_script_comment()%}\n# To run this in snowsight, you need to select entry point to be main\n# And you may have to modify the return type to text to get the result back\n# def main(session):\n# dbt = dbtObj(session.table)\n# df = model(dbt, session)\n# return df.collect()\n\n# to run this in local notebook, you need to create a session following examples https://github.com/Snowflake-Labs/sfguide-getting-started-snowpark-python\n# then you can do the following to run model\n# dbt = dbtObj(session.table)\n# df = model(dbt, session)\n{%endmacro%}", - "depends_on": { "macros": [] }, + "package_name": "elementary", + "path": "macros/edr/metadata_collection/get_tables_from_information_schema.sql", + "original_file_path": "macros/edr/metadata_collection/get_tables_from_information_schema.sql", + "unique_id": "macro.elementary.postgres__get_tables_from_information_schema", + "macro_sql": "{% macro postgres__get_tables_from_information_schema(schema_tuple) %}\n {%- set database_name, schema_name = schema_tuple %}\n\n with information_schema_tables as (\n\n select\n upper(table_catalog) as database_name,\n upper(table_schema) as schema_name,\n upper(table_name) as table_name\n from information_schema.tables\n where upper(table_schema) = upper('{{ schema_name }}') and upper(table_catalog) = upper('{{ database_name }}')\n\n )\n\n select\n {{ elementary.full_table_name() }} as full_table_name,\n upper(database_name || '.' || schema_name) as full_schema_name,\n database_name,\n schema_name,\n table_name\n from information_schema_tables\n{% endmacro %}", + "depends_on": { "macros": ["macro.elementary.full_table_name"] }, "description": "", "meta": {}, "docs": { "show": true, "node_color": null }, "patch_path": null, "arguments": [], - "created_at": 1693603073.605002, + "created_at": 1699027426.261528, "supported_languages": null }, - "macro.dbt_snowflake.dbt_snowflake_get_tmp_relation_type": { - "name": "dbt_snowflake_get_tmp_relation_type", + "macro.elementary.databricks__get_tables_from_information_schema": { + "name": "databricks__get_tables_from_information_schema", "resource_type": "macro", - "package_name": "dbt_snowflake", - "path": "macros/materializations/incremental.sql", - "original_file_path": "macros/materializations/incremental.sql", - "unique_id": "macro.dbt_snowflake.dbt_snowflake_get_tmp_relation_type", - "macro_sql": "{% macro dbt_snowflake_get_tmp_relation_type(strategy, unique_key, language) %}\n{%- set tmp_relation_type = config.get('tmp_relation_type') -%}\n /* {#\n High-level principles:\n If we are running multiple statements (DELETE + INSERT),\n and we want to guarantee identical inputs to both statements,\n then we must first save the model query results as a temporary table\n (which presumably comes with a performance cost).\n If we are running a single statement (MERGE or INSERT alone),\n we _may_ save the model query definition as a view instead,\n for (presumably) faster overall incremental processing.\n\n Low-level specifics:\n If an invalid option is specified, then we will raise an\n excpetion with corresponding message.\n\n Languages other than SQL (like Python) will use a temporary table.\n With the default strategy of merge, the user may choose between a temporary\n table and view (defaulting to view).\n\n The append strategy can use a view because it will run a single INSERT statement.\n\n When unique_key is none, the delete+insert strategy can use a view beacuse a\n single INSERT statement is run with no DELETES as part of the statement.\n Otherwise, play it safe by using a temporary table.\n #} */\n\n {% if language == \"python\" and tmp_relation_type is not none %}\n {% do exceptions.raise_compiler_error(\n \"Python models currently only support 'table' for tmp_relation_type but \"\n ~ tmp_relation_type ~ \" was specified.\"\n ) %}\n {% endif %}\n\n {% if strategy == \"delete+insert\" and tmp_relation_type is not none and tmp_relation_type != \"table\" and unique_key is not none %}\n {% do exceptions.raise_compiler_error(\n \"In order to maintain consistent results when `unique_key` is not none,\n the `delete+insert` strategy only supports `table` for `tmp_relation_type` but \"\n ~ tmp_relation_type ~ \" was specified.\"\n )\n %}\n {% endif %}\n\n {% if language != \"sql\" %}\n {{ return(\"table\") }}\n {% elif tmp_relation_type == \"table\" %}\n {{ return(\"table\") }}\n {% elif tmp_relation_type == \"view\" %}\n {{ return(\"view\") }}\n {% elif strategy in (\"default\", \"merge\", \"append\") %}\n {{ return(\"view\") }}\n {% elif strategy == \"delete+insert\" and unique_key is none %}\n {{ return(\"view\") }}\n {% else %}\n {{ return(\"table\") }}\n {% endif %}\n{% endmacro %}", - "depends_on": { "macros": [] }, + "package_name": "elementary", + "path": "macros/edr/metadata_collection/get_tables_from_information_schema.sql", + "original_file_path": "macros/edr/metadata_collection/get_tables_from_information_schema.sql", + "unique_id": "macro.elementary.databricks__get_tables_from_information_schema", + "macro_sql": "{% macro databricks__get_tables_from_information_schema(schema_tuple) %}\n {%- set database_name, schema_name = schema_tuple %}\n {% set schema_relation = api.Relation.create(database=database_name, schema=schema_name).without_identifier() %}\n\n {# \n Database only exists when using databricks with catalog (it is the catalog).\n When using databricks without catalog, it is none.\n #}\n {% set is_catalog = schema_relation.database is not none %}\n\n {# Information schema only exists on databricks with catalog #}\n {% if is_catalog %}\n with information_schema_tables as (\n\n select\n upper(table_catalog) as database_name,\n upper(table_schema) as schema_name,\n upper(table_name) as table_name\n from {{ schema_relation.information_schema('TABLES') }}\n where upper(table_schema) = upper('{{ schema_name }}')\n\n ),\n\n information_schema_schemata as (\n\n select\n upper(catalog_name) as database_name,\n upper(schema_name) as schema_name\n from {{ schema_relation.information_schema('SCHEMATA') }}\n where upper(schema_name) = upper('{{ schema_name }}')\n\n )\n\n select\n case when tables.table_name is not null\n then {{ elementary.full_table_name('TABLES') }}\n else null end as full_table_name,\n upper(schemas.database_name || '.' || schemas.schema_name) as full_schema_name,\n schemas.database_name as database_name,\n schemas.schema_name as schema_name,\n tables.table_name\n from information_schema_tables as tables\n full outer join information_schema_schemata as schemas\n on (tables.database_name = schemas.database_name and tables.schema_name = schemas.schema_name)\n {% else %}\n {{ elementary.get_empty_tables_from_information_schema_table() }}\n {% endif %}\n{% endmacro %}", + "depends_on": { + "macros": [ + "macro.elementary.full_table_name", + "macro.elementary.get_empty_tables_from_information_schema_table" + ] + }, "description": "", "meta": {}, "docs": { "show": true, "node_color": null }, "patch_path": null, "arguments": [], - "created_at": 1693603073.607432, + "created_at": 1699027426.2621708, "supported_languages": null }, - "macro.dbt_snowflake.materialization_incremental_snowflake": { - "name": "materialization_incremental_snowflake", + "macro.elementary.get_empty_tables_from_information_schema_table": { + "name": "get_empty_tables_from_information_schema_table", "resource_type": "macro", - "package_name": "dbt_snowflake", - "path": "macros/materializations/incremental.sql", - "original_file_path": "macros/materializations/incremental.sql", - "unique_id": "macro.dbt_snowflake.materialization_incremental_snowflake", - "macro_sql": "{% materialization incremental, adapter='snowflake', supported_languages=['sql', 'python'] -%}\n\n {% set original_query_tag = set_query_tag() %}\n\n {#-- Set vars --#}\n {%- set full_refresh_mode = (should_full_refresh()) -%}\n {%- set language = model['language'] -%}\n {% set target_relation = this %}\n {% set existing_relation = load_relation(this) %}\n\n {#-- The temp relation will be a view (faster) or temp table, depending on upsert/merge strategy --#}\n {%- set unique_key = config.get('unique_key') -%}\n {% set incremental_strategy = config.get('incremental_strategy') or 'default' %}\n {% set tmp_relation_type = dbt_snowflake_get_tmp_relation_type(incremental_strategy, unique_key, language) %}\n {% set tmp_relation = make_temp_relation(this).incorporate(type=tmp_relation_type) %}\n\n {% set grant_config = config.get('grants') %}\n\n {% set on_schema_change = incremental_validate_on_schema_change(config.get('on_schema_change'), default='ignore') %}\n\n {{ run_hooks(pre_hooks) }}\n\n {% if existing_relation is none %}\n {%- call statement('main', language=language) -%}\n {{ create_table_as(False, target_relation, compiled_code, language) }}\n {%- endcall -%}\n\n {% elif existing_relation.is_view %}\n {#-- Can't overwrite a view with a table - we must drop --#}\n {{ log(\"Dropping relation \" ~ target_relation ~ \" because it is a view and this model is a table.\") }}\n {% do adapter.drop_relation(existing_relation) %}\n {%- call statement('main', language=language) -%}\n {{ create_table_as(False, target_relation, compiled_code, language) }}\n {%- endcall -%}\n {% elif full_refresh_mode %}\n {%- call statement('main', language=language) -%}\n {{ create_table_as(False, target_relation, compiled_code, language) }}\n {%- endcall -%}\n\n {% else %}\n {#-- Create the temp relation, either as a view or as a temp table --#}\n {% if tmp_relation_type == 'view' %}\n {%- call statement('create_tmp_relation') -%}\n {{ snowflake__create_view_as_with_temp_flag(tmp_relation, compiled_code, True) }}\n {%- endcall -%}\n {% else %}\n {%- call statement('create_tmp_relation', language=language) -%}\n {{ create_table_as(True, tmp_relation, compiled_code, language) }}\n {%- endcall -%}\n {% endif %}\n\n {% do adapter.expand_target_column_types(\n from_relation=tmp_relation,\n to_relation=target_relation) %}\n {#-- Process schema changes. Returns dict of changes if successful. Use source columns for upserting/merging --#}\n {% set dest_columns = process_schema_changes(on_schema_change, tmp_relation, existing_relation) %}\n {% if not dest_columns %}\n {% set dest_columns = adapter.get_columns_in_relation(existing_relation) %}\n {% endif %}\n\n {#-- Get the incremental_strategy, the macro to use for the strategy, and build the sql --#}\n {% set incremental_predicates = config.get('predicates', none) or config.get('incremental_predicates', none) %}\n {% set strategy_sql_macro_func = adapter.get_incremental_strategy_macro(context, incremental_strategy) %}\n {% set strategy_arg_dict = ({'target_relation': target_relation, 'temp_relation': tmp_relation, 'unique_key': unique_key, 'dest_columns': dest_columns, 'incremental_predicates': incremental_predicates }) %}\n\n {%- call statement('main') -%}\n {{ strategy_sql_macro_func(strategy_arg_dict) }}\n {%- endcall -%}\n {% endif %}\n\n {% do drop_relation_if_exists(tmp_relation) %}\n\n {{ run_hooks(post_hooks) }}\n\n {% set target_relation = target_relation.incorporate(type='table') %}\n\n {% set should_revoke =\n should_revoke(existing_relation.is_table, full_refresh_mode) %}\n {% do apply_grants(target_relation, grant_config, should_revoke=should_revoke) %}\n\n {% do persist_docs(target_relation, model) %}\n\n {% do unset_query_tag(original_query_tag) %}\n\n {{ return({'relations': [target_relation]}) }}\n\n{%- endmaterialization %}", + "package_name": "elementary", + "path": "macros/edr/metadata_collection/get_tables_from_information_schema.sql", + "original_file_path": "macros/edr/metadata_collection/get_tables_from_information_schema.sql", + "unique_id": "macro.elementary.get_empty_tables_from_information_schema_table", + "macro_sql": "{% macro get_empty_tables_from_information_schema_table() %}\n {{ elementary.empty_table([\n ('full_table_name', 'string'),\n ('full_schema_name', 'string'),\n ('database_name', 'string'),\n ('schema_name', 'string'),\n ('table_name', 'string'),\n ]) }}\n{% endmacro %}", + "depends_on": { "macros": ["macro.elementary.empty_table"] }, + "description": "", + "meta": {}, + "docs": { "show": true, "node_color": null }, + "patch_path": null, + "arguments": [], + "created_at": 1699027426.2625558, + "supported_languages": null + }, + "macro.elementary.upload_dbt_snapshots": { + "name": "upload_dbt_snapshots", + "resource_type": "macro", + "package_name": "elementary", + "path": "macros/edr/dbt_artifacts/upload_dbt_snapshots.sql", + "original_file_path": "macros/edr/dbt_artifacts/upload_dbt_snapshots.sql", + "unique_id": "macro.elementary.upload_dbt_snapshots", + "macro_sql": "{%- macro upload_dbt_snapshots(should_commit=false, metadata_hashes=none) -%}\n {% set relation = elementary.get_elementary_relation('dbt_snapshots') %}\n {% if execute and relation %}\n {% set snapshots = graph.nodes.values() | selectattr('resource_type', '==', 'snapshot') %}\n {% do elementary.upload_artifacts_to_table(relation, snapshots, elementary.flatten_model, should_commit=should_commit, metadata_hashes=metadata_hashes) %}\n {%- endif -%}\n {{- return('') -}}\n{%- endmacro -%}", "depends_on": { "macros": [ - "macro.dbt_snowflake.set_query_tag", - "macro.dbt.should_full_refresh", - "macro.dbt.load_relation", - "macro.dbt_snowflake.dbt_snowflake_get_tmp_relation_type", - "macro.dbt.make_temp_relation", - "macro.dbt.incremental_validate_on_schema_change", - "macro.dbt.run_hooks", - "macro.dbt.statement", - "macro.dbt.create_table_as", - "macro.dbt_snowflake.snowflake__create_view_as_with_temp_flag", - "macro.dbt.process_schema_changes", - "macro.dbt.drop_relation_if_exists", - "macro.dbt.should_revoke", - "macro.dbt.apply_grants", - "macro.dbt.persist_docs", - "macro.dbt_snowflake.unset_query_tag" + "macro.elementary.get_elementary_relation", + "macro.elementary.upload_artifacts_to_table" ] }, "description": "", @@ -3075,39 +20204,63 @@ "docs": { "show": true, "node_color": null }, "patch_path": null, "arguments": [], - "created_at": 1693603073.6106188, - "supported_languages": ["sql", "python"] + "created_at": 1699027426.263217, + "supported_languages": null }, - "macro.dbt_snowflake.snowflake__get_incremental_default_sql": { - "name": "snowflake__get_incremental_default_sql", + "macro.elementary.upload_dbt_sources": { + "name": "upload_dbt_sources", "resource_type": "macro", - "package_name": "dbt_snowflake", - "path": "macros/materializations/incremental.sql", - "original_file_path": "macros/materializations/incremental.sql", - "unique_id": "macro.dbt_snowflake.snowflake__get_incremental_default_sql", - "macro_sql": "{% macro snowflake__get_incremental_default_sql(arg_dict) %}\n {{ return(get_incremental_merge_sql(arg_dict)) }}\n{% endmacro %}", - "depends_on": { "macros": ["macro.dbt.get_incremental_merge_sql"] }, + "package_name": "elementary", + "path": "macros/edr/dbt_artifacts/upload_dbt_sources.sql", + "original_file_path": "macros/edr/dbt_artifacts/upload_dbt_sources.sql", + "unique_id": "macro.elementary.upload_dbt_sources", + "macro_sql": "{%- macro upload_dbt_sources(should_commit=false, metadata_hashes=none) -%}\n {% set relation = elementary.get_elementary_relation('dbt_sources') %}\n {% if execute and relation %}\n {% set sources = graph.sources.values() | selectattr('resource_type', '==', 'source') %}\n {% do elementary.upload_artifacts_to_table(relation, sources, elementary.flatten_source, should_commit=should_commit, metadata_hashes=metadata_hashes) %}\n {%- endif -%}\n {{- return('') -}}\n{%- endmacro -%}\n\n\n\n", + "depends_on": { + "macros": [ + "macro.elementary.get_elementary_relation", + "macro.elementary.upload_artifacts_to_table" + ] + }, + "description": "", + "meta": {}, + "docs": { "show": true, "node_color": null }, + "patch_path": null, + "arguments": [], + "created_at": 1699027426.2693279, + "supported_languages": null + }, + "macro.elementary.get_dbt_sources_empty_table_query": { + "name": "get_dbt_sources_empty_table_query", + "resource_type": "macro", + "package_name": "elementary", + "path": "macros/edr/dbt_artifacts/upload_dbt_sources.sql", + "original_file_path": "macros/edr/dbt_artifacts/upload_dbt_sources.sql", + "unique_id": "macro.elementary.get_dbt_sources_empty_table_query", + "macro_sql": "{% macro get_dbt_sources_empty_table_query() %}\n {% set dbt_sources_empty_table_query = elementary.empty_table([('unique_id', 'string'),\n ('database_name', 'string'),\n ('schema_name', 'string'),\n ('source_name', 'string'),\n ('name', 'string'),\n ('identifier', 'string'),\n ('loaded_at_field', 'string'),\n ('freshness_warn_after', 'string'),\n ('freshness_error_after', 'string'),\n ('freshness_filter', 'long_string'),\n ('relation_name', 'string'),\n ('tags', 'long_string'),\n ('meta', 'long_string'),\n ('owner', 'string'),\n ('package_name', 'string'),\n ('original_path', 'long_string'),\n ('path', 'string'),\n ('source_description', 'long_string'),\n ('description', 'long_string'),\n ('generated_at', 'string'),\n ('metadata_hash', 'string'),\n ]) %}\n {{ return(dbt_sources_empty_table_query) }}\n{% endmacro %}", + "depends_on": { "macros": ["macro.elementary.empty_table"] }, "description": "", "meta": {}, "docs": { "show": true, "node_color": null }, "patch_path": null, "arguments": [], - "created_at": 1693603073.61078, + "created_at": 1699027426.2703948, "supported_languages": null }, - "macro.dbt_snowflake.materialization_snapshot_snowflake": { - "name": "materialization_snapshot_snowflake", + "macro.elementary.flatten_source": { + "name": "flatten_source", "resource_type": "macro", - "package_name": "dbt_snowflake", - "path": "macros/materializations/snapshot.sql", - "original_file_path": "macros/materializations/snapshot.sql", - "unique_id": "macro.dbt_snowflake.materialization_snapshot_snowflake", - "macro_sql": "{% materialization snapshot, adapter='snowflake' %}\n {% set original_query_tag = set_query_tag() %}\n {% set relations = materialization_snapshot_default() %}\n\n {% do unset_query_tag(original_query_tag) %}\n\n {{ return(relations) }}\n{% endmaterialization %}", + "package_name": "elementary", + "path": "macros/edr/dbt_artifacts/upload_dbt_sources.sql", + "original_file_path": "macros/edr/dbt_artifacts/upload_dbt_sources.sql", + "unique_id": "macro.elementary.flatten_source", + "macro_sql": "{% macro flatten_source(node_dict) %}\n {% set freshness_dict = elementary.safe_get_with_default(node_dict, 'freshness', {}) %}\n {% set config_dict = elementary.safe_get_with_default(node_dict, 'config', {}) %}\n {% set config_meta_dict = elementary.safe_get_with_default(config_dict, 'meta', {}) %}\n {% set source_meta_dict = elementary.safe_get_with_default(node_dict, 'source_meta', {}) %}\n {% set meta_dict = elementary.safe_get_with_default(node_dict, 'meta', {}) %}\n {% do meta_dict.update(source_meta_dict) %}\n {% do meta_dict.update(config_meta_dict) %}\n {% set formatted_owner = [] %}\n {% set raw_owner = meta_dict.get('owner') %}\n {% if raw_owner is string %}\n {% set owners = raw_owner.split(',') %}\n {% for owner in owners %}\n {% do formatted_owner.append(owner | trim) %} \n {% endfor %}\n {% elif raw_owner is iterable %}\n {% do formatted_owner.extend(raw_owner) %}\n {% endif %}\n {% set config_tags = elementary.safe_get_with_default(config_dict, 'tags', []) %}\n {% set global_tags = elementary.safe_get_with_default(node_dict, 'tags', []) %}\n {% set meta_tags = elementary.safe_get_with_default(meta_dict, 'tags', []) %}\n {% set tags = elementary.union_lists(config_tags, global_tags) %}\n {% set tags = elementary.union_lists(tags, meta_tags) %}\n {% set flatten_source_metadata_dict = {\n 'unique_id': node_dict.get('unique_id'),\n 'database_name': node_dict.get('database'),\n 'schema_name': node_dict.get('schema'),\n 'source_name': node_dict.get('source_name'),\n 'name': node_dict.get('name'),\n 'identifier': node_dict.get('identifier'),\n 'loaded_at_field': node_dict.get('loaded_at_field'),\n 'freshness_warn_after': freshness_dict.get('warn_after', {}),\n 'freshness_error_after': freshness_dict.get('error_after', {}),\n 'freshness_filter': freshness_dict.get('filter'),\n 'relation_name': node_dict.get('relation_name'),\n 'tags': elementary.filter_none_and_sort(tags),\n 'meta': meta_dict,\n 'owner': formatted_owner,\n 'package_name': node_dict.get('package_name'),\n 'original_path': node_dict.get('original_file_path'),\n 'path': node_dict.get('path'),\n 'source_description': node_dict.get('source_description'),\n 'description': node_dict.get('description'),\n 'generated_at': elementary.datetime_now_utc_as_string()\n }%}\n {% do flatten_source_metadata_dict.update({\"metadata_hash\": elementary.get_artifact_metadata_hash(flatten_source_metadata_dict)}) %}\n {{ return(flatten_source_metadata_dict) }}\n{% endmacro %}", "depends_on": { "macros": [ - "macro.dbt_snowflake.set_query_tag", - "macro.dbt.materialization_snapshot_default", - "macro.dbt_snowflake.unset_query_tag" + "macro.elementary.safe_get_with_default", + "macro.elementary.union_lists", + "macro.elementary.filter_none_and_sort", + "macro.elementary.datetime_now_utc_as_string", + "macro.elementary.get_artifact_metadata_hash" ] }, "description": "", @@ -3115,54 +20268,63 @@ "docs": { "show": true, "node_color": null }, "patch_path": null, "arguments": [], - "created_at": 1693603073.6111622, - "supported_languages": ["sql"] + "created_at": 1699027426.273227, + "supported_languages": null }, - "macro.dbt_snowflake.snowflake__can_clone_table": { - "name": "snowflake__can_clone_table", + "macro.elementary.upload_dbt_models": { + "name": "upload_dbt_models", "resource_type": "macro", - "package_name": "dbt_snowflake", - "path": "macros/materializations/clone.sql", - "original_file_path": "macros/materializations/clone.sql", - "unique_id": "macro.dbt_snowflake.snowflake__can_clone_table", - "macro_sql": "{% macro snowflake__can_clone_table() %}\n {{ return(True) }}\n{% endmacro %}", - "depends_on": { "macros": [] }, + "package_name": "elementary", + "path": "macros/edr/dbt_artifacts/upload_dbt_models.sql", + "original_file_path": "macros/edr/dbt_artifacts/upload_dbt_models.sql", + "unique_id": "macro.elementary.upload_dbt_models", + "macro_sql": "{%- macro upload_dbt_models(should_commit=false, metadata_hashes=none) -%}\n {% set relation = elementary.get_elementary_relation('dbt_models') %}\n {% if execute and relation %}\n {% set models = graph.nodes.values() | selectattr('resource_type', '==', 'model') %}\n {% do elementary.upload_artifacts_to_table(relation, models, elementary.flatten_model, should_commit=should_commit, metadata_hashes=metadata_hashes) %}\n {%- endif -%}\n {{- return('') -}}\n{%- endmacro -%}\n\n", + "depends_on": { + "macros": [ + "macro.elementary.get_elementary_relation", + "macro.elementary.upload_artifacts_to_table" + ] + }, "description": "", "meta": {}, "docs": { "show": true, "node_color": null }, "patch_path": null, "arguments": [], - "created_at": 1693603073.6114151, + "created_at": 1699027426.27842, "supported_languages": null }, - "macro.dbt_snowflake.snowflake__create_or_replace_clone": { - "name": "snowflake__create_or_replace_clone", + "macro.elementary.get_dbt_models_empty_table_query": { + "name": "get_dbt_models_empty_table_query", "resource_type": "macro", - "package_name": "dbt_snowflake", - "path": "macros/materializations/clone.sql", - "original_file_path": "macros/materializations/clone.sql", - "unique_id": "macro.dbt_snowflake.snowflake__create_or_replace_clone", - "macro_sql": "{% macro snowflake__create_or_replace_clone(this_relation, defer_relation) %}\n create or replace\n {{ \"transient\" if config.get(\"transient\", true) }}\n table {{ this_relation }}\n clone {{ defer_relation }}\n {{ \"copy grants\" if config.get(\"copy_grants\", false) }}\n{% endmacro %}", - "depends_on": { "macros": [] }, + "package_name": "elementary", + "path": "macros/edr/dbt_artifacts/upload_dbt_models.sql", + "original_file_path": "macros/edr/dbt_artifacts/upload_dbt_models.sql", + "unique_id": "macro.elementary.get_dbt_models_empty_table_query", + "macro_sql": "{% macro get_dbt_models_empty_table_query() %}\n {% set dbt_models_empty_table_query = elementary.empty_table([('unique_id', 'string'),\n ('alias', 'string'),\n ('checksum', 'string'),\n ('materialization', 'string'),\n ('tags', 'long_string'),\n ('meta', 'long_string'),\n ('owner', 'string'),\n ('database_name', 'string'),\n ('schema_name', 'string'),\n ('depends_on_macros', 'long_string'),\n ('depends_on_nodes', 'long_string'),\n ('description', 'long_string'),\n ('name', 'string'),\n ('package_name', 'string'),\n ('original_path', 'long_string'),\n ('path', 'string'),\n ('generated_at', 'string'),\n ('metadata_hash', 'string'),\n ]) %}\n {{ return(dbt_models_empty_table_query) }}\n{% endmacro %}", + "depends_on": { "macros": ["macro.elementary.empty_table"] }, "description": "", "meta": {}, "docs": { "show": true, "node_color": null }, "patch_path": null, "arguments": [], - "created_at": 1693603073.611691, + "created_at": 1699027426.2793138, "supported_languages": null }, - "macro.dbt_snowflake.snowflake__get_alter_dynamic_table_as_sql": { - "name": "snowflake__get_alter_dynamic_table_as_sql", + "macro.elementary.flatten_model": { + "name": "flatten_model", "resource_type": "macro", - "package_name": "dbt_snowflake", - "path": "macros/materializations/dynamic_table/ddl.sql", - "original_file_path": "macros/materializations/dynamic_table/ddl.sql", - "unique_id": "macro.dbt_snowflake.snowflake__get_alter_dynamic_table_as_sql", - "macro_sql": "{% macro snowflake__get_alter_dynamic_table_as_sql(\n target_relation,\n configuration_changes,\n sql,\n existing_relation,\n backup_relation,\n intermediate_relation\n) -%}\n {{- log('Applying ALTER to: ' ~ target_relation) -}}\n\n {% if configuration_changes.requires_full_refresh %}\n {{- snowflake__get_replace_dynamic_table_as_sql(target_relation, sql, existing_relation, backup_relation, intermediate_relation) -}}\n\n {% else %}\n\n {%- set target_lag = configuration_changes.target_lag -%}\n {%- if target_lag -%}{{- log('Applying UPDATE TARGET_LAG to: ' ~ existing_relation) -}}{%- endif -%}\n {%- set snowflake_warehouse = configuration_changes.snowflake_warehouse -%}\n {%- if snowflake_warehouse -%}{{- log('Applying UPDATE WAREHOUSE to: ' ~ existing_relation) -}}{%- endif -%}\n\n alter dynamic table {{ existing_relation }} set\n {% if target_lag %}target_lag = '{{ target_lag.context }}'{% endif %}\n {% if snowflake_warehouse %}warehouse = {{ snowflake_warehouse.context }}{% endif %}\n\n {%- endif -%}\n\n{%- endmacro %}", + "package_name": "elementary", + "path": "macros/edr/dbt_artifacts/upload_dbt_models.sql", + "original_file_path": "macros/edr/dbt_artifacts/upload_dbt_models.sql", + "unique_id": "macro.elementary.flatten_model", + "macro_sql": "{% macro flatten_model(node_dict) %}\n {% set checksum_dict = elementary.safe_get_with_default(node_dict, 'checksum', {}) %}\n {% set config_dict = elementary.safe_get_with_default(node_dict, 'config', {}) %}\n {% set depends_on_dict = elementary.safe_get_with_default(node_dict, 'depends_on', {}) %}\n\n {% set config_meta_dict = elementary.safe_get_with_default(config_dict, 'meta', {}) %}\n {% set meta_dict = elementary.safe_get_with_default(node_dict, 'meta', {}) %}\n {% do meta_dict.update(config_meta_dict) %}\n {% set formatted_owner = [] %}\n {% set raw_owner = meta_dict.get('owner') %}\n {% if raw_owner is string %}\n {% set owners = raw_owner.split(',') %}\n {% for owner in owners %}\n {% do formatted_owner.append(owner | trim) %} \n {% endfor %}\n {% elif raw_owner is iterable %}\n {% do formatted_owner.extend(raw_owner) %}\n {% endif %}\n {% set config_tags = elementary.safe_get_with_default(config_dict, 'tags', []) %}\n {% set global_tags = elementary.safe_get_with_default(node_dict, 'tags', []) %}\n {% set meta_tags = elementary.safe_get_with_default(meta_dict, 'tags', []) %}\n {% set tags = elementary.union_lists(config_tags, global_tags) %}\n {% set tags = elementary.union_lists(tags, meta_tags) %}\n\n {% set flatten_model_metadata_dict = {\n 'unique_id': node_dict.get('unique_id'),\n 'alias': node_dict.get('alias'),\n 'checksum': checksum_dict.get('checksum'),\n 'materialization': config_dict.get('materialized'),\n 'tags': elementary.filter_none_and_sort(tags),\n 'meta': meta_dict,\n 'owner': elementary.filter_none_and_sort(formatted_owner),\n 'database_name': node_dict.get('database'),\n 'schema_name': node_dict.get('schema'),\n 'depends_on_macros': elementary.filter_none_and_sort(depends_on_dict.get('macros', [])),\n 'depends_on_nodes': elementary.filter_none_and_sort(depends_on_dict.get('nodes', [])),\n 'description': node_dict.get('description'),\n 'name': node_dict.get('name'),\n 'package_name': node_dict.get('package_name'),\n 'original_path': node_dict.get('original_file_path'),\n 'path': node_dict.get('path'),\n 'generated_at': elementary.datetime_now_utc_as_string()\n }%}\n {% do flatten_model_metadata_dict.update({\"metadata_hash\": elementary.get_artifact_metadata_hash(flatten_model_metadata_dict)}) %}\n {{ return(flatten_model_metadata_dict) }}\n{% endmacro %}", "depends_on": { "macros": [ - "macro.dbt_snowflake.snowflake__get_replace_dynamic_table_as_sql" + "macro.elementary.safe_get_with_default", + "macro.elementary.union_lists", + "macro.elementary.filter_none_and_sort", + "macro.elementary.datetime_now_utc_as_string", + "macro.elementary.get_artifact_metadata_hash" ] }, "description": "", @@ -3170,20 +20332,21 @@ "docs": { "show": true, "node_color": null }, "patch_path": null, "arguments": [], - "created_at": 1693603073.6146848, + "created_at": 1699027426.282017, "supported_languages": null }, - "macro.dbt_snowflake.snowflake__get_create_dynamic_table_as_sql": { - "name": "snowflake__get_create_dynamic_table_as_sql", + "macro.elementary.upload_dbt_seeds": { + "name": "upload_dbt_seeds", "resource_type": "macro", - "package_name": "dbt_snowflake", - "path": "macros/materializations/dynamic_table/ddl.sql", - "original_file_path": "macros/materializations/dynamic_table/ddl.sql", - "unique_id": "macro.dbt_snowflake.snowflake__get_create_dynamic_table_as_sql", - "macro_sql": "{% macro snowflake__get_create_dynamic_table_as_sql(relation, sql) -%}\n {{- log('Applying CREATE to: ' ~ relation) -}}\n\n create or replace dynamic table {{ relation }}\n target_lag = '{{ config.get(\"target_lag\") }}'\n warehouse = {{ config.get(\"snowflake_warehouse\") }}\n as (\n {{ sql }}\n )\n ;\n {{ snowflake__refresh_dynamic_table(relation) }}\n\n{%- endmacro %}", + "package_name": "elementary", + "path": "macros/edr/dbt_artifacts/upload_dbt_seeds.sql", + "original_file_path": "macros/edr/dbt_artifacts/upload_dbt_seeds.sql", + "unique_id": "macro.elementary.upload_dbt_seeds", + "macro_sql": "{%- macro upload_dbt_seeds(should_commit=false, metadata_hashes=none) -%}\n {% set relation = elementary.get_elementary_relation('dbt_seeds') %}\n {% if execute and relation %}\n {% set seeds = graph.nodes.values() | selectattr('resource_type', '==', 'seed') %}\n {% do elementary.upload_artifacts_to_table(relation, seeds, elementary.flatten_seed, should_commit=should_commit, metadata_hashes=metadata_hashes) %}\n {%- endif -%}\n {{- return('') -}}\n{%- endmacro -%}\n\n", "depends_on": { "macros": [ - "macro.dbt_snowflake.snowflake__refresh_dynamic_table" + "macro.elementary.get_elementary_relation", + "macro.elementary.upload_artifacts_to_table" ] }, "description": "", @@ -3191,38 +20354,41 @@ "docs": { "show": true, "node_color": null }, "patch_path": null, "arguments": [], - "created_at": 1693603073.61499, + "created_at": 1699027426.286957, "supported_languages": null }, - "macro.dbt_snowflake.snowflake__describe_dynamic_table": { - "name": "snowflake__describe_dynamic_table", + "macro.elementary.get_dbt_seeds_empty_table_query": { + "name": "get_dbt_seeds_empty_table_query", "resource_type": "macro", - "package_name": "dbt_snowflake", - "path": "macros/materializations/dynamic_table/ddl.sql", - "original_file_path": "macros/materializations/dynamic_table/ddl.sql", - "unique_id": "macro.dbt_snowflake.snowflake__describe_dynamic_table", - "macro_sql": "{% macro snowflake__describe_dynamic_table(relation) %}\n {%- set _dynamic_table_sql -%}\n show dynamic tables\n like '{{ relation.identifier }}'\n in schema {{ relation.database }}.{{ relation.schema }}\n ;\n select\n \"name\",\n \"schema_name\",\n \"database_name\",\n \"text\",\n \"target_lag\",\n \"warehouse\"\n from table(result_scan(last_query_id()))\n {%- endset %}\n {% set _dynamic_table = run_query(_dynamic_table_sql) %}\n\n {% do return({'dynamic_table': _dynamic_table}) %}\n{% endmacro %}", - "depends_on": { "macros": ["macro.dbt.run_query"] }, + "package_name": "elementary", + "path": "macros/edr/dbt_artifacts/upload_dbt_seeds.sql", + "original_file_path": "macros/edr/dbt_artifacts/upload_dbt_seeds.sql", + "unique_id": "macro.elementary.get_dbt_seeds_empty_table_query", + "macro_sql": "{% macro get_dbt_seeds_empty_table_query() %}\n {% set dbt_seeds_empty_table_query = elementary.empty_table([('unique_id', 'string'),\n ('alias', 'string'),\n ('checksum', 'string'),\n ('tags', 'long_string'),\n ('meta', 'long_string'),\n ('owner', 'string'),\n ('database_name', 'string'),\n ('schema_name', 'string'),\n ('description', 'long_string'),\n ('name', 'string'),\n ('package_name', 'string'),\n ('original_path', 'long_string'),\n ('path', 'string'),\n ('generated_at', 'string'),\n ('metadata_hash', 'string'),\n ]) %}\n {{ return(dbt_seeds_empty_table_query) }}\n{% endmacro %}", + "depends_on": { "macros": ["macro.elementary.empty_table"] }, "description": "", "meta": {}, "docs": { "show": true, "node_color": null }, "patch_path": null, "arguments": [], - "created_at": 1693603073.6153338, + "created_at": 1699027426.287723, "supported_languages": null }, - "macro.dbt_snowflake.snowflake__get_replace_dynamic_table_as_sql": { - "name": "snowflake__get_replace_dynamic_table_as_sql", + "macro.elementary.flatten_seed": { + "name": "flatten_seed", "resource_type": "macro", - "package_name": "dbt_snowflake", - "path": "macros/materializations/dynamic_table/ddl.sql", - "original_file_path": "macros/materializations/dynamic_table/ddl.sql", - "unique_id": "macro.dbt_snowflake.snowflake__get_replace_dynamic_table_as_sql", - "macro_sql": "{% macro snowflake__get_replace_dynamic_table_as_sql(target_relation, sql, existing_relation, backup_relation, intermediate_relation) -%}\n {{- log('Applying REPLACE to: ' ~ target_relation) -}}\n {{ snowflake__get_drop_dynamic_table_sql(existing_relation) }};\n {{ snowflake__get_create_dynamic_table_as_sql(target_relation, sql) }}\n{%- endmacro %}", + "package_name": "elementary", + "path": "macros/edr/dbt_artifacts/upload_dbt_seeds.sql", + "original_file_path": "macros/edr/dbt_artifacts/upload_dbt_seeds.sql", + "unique_id": "macro.elementary.flatten_seed", + "macro_sql": "{% macro flatten_seed(node_dict) %}\n {% set checksum_dict = elementary.safe_get_with_default(node_dict, 'checksum', {}) %}\n {% set config_dict = elementary.safe_get_with_default(node_dict, 'config', {}) %}\n {% set depends_on_dict = elementary.safe_get_with_default(node_dict, 'depends_on', {}) %}\n\n {% set config_meta_dict = elementary.safe_get_with_default(config_dict, 'meta', {}) %}\n {% set meta_dict = elementary.safe_get_with_default(node_dict, 'meta', {}) %}\n {% do meta_dict.update(config_meta_dict) %}\n {% set formatted_owner = [] %}\n {% set raw_owner = meta_dict.get('owner') %}\n {% if raw_owner is string %}\n {% set owners = raw_owner.split(',') %}\n {% for owner in owners %}\n {% do formatted_owner.append(owner | trim) %}\n {% endfor %}\n {% elif raw_owner is iterable %}\n {% do formatted_owner.extend(raw_owner) %}\n {% endif %}\n {% set config_tags = elementary.safe_get_with_default(config_dict, 'tags', []) %}\n {% set global_tags = elementary.safe_get_with_default(node_dict, 'tags', []) %}\n {% set meta_tags = elementary.safe_get_with_default(meta_dict, 'tags', []) %}\n {% set tags = elementary.union_lists(config_tags, global_tags) %}\n {% set tags = elementary.union_lists(tags, meta_tags) %}\n\n {% set flatten_seed_metadata_dict = {\n 'unique_id': node_dict.get('unique_id'),\n 'alias': node_dict.get('alias'),\n 'checksum': checksum_dict.get('checksum'),\n 'tags': elementary.filter_none_and_sort(tags),\n 'meta': meta_dict,\n 'owner': elementary.filter_none_and_sort(formatted_owner),\n 'database_name': node_dict.get('database'),\n 'schema_name': node_dict.get('schema'),\n 'description': node_dict.get('description'),\n 'name': node_dict.get('name'),\n 'package_name': node_dict.get('package_name'),\n 'original_path': node_dict.get('original_file_path'),\n 'path': node_dict.get('path'),\n 'generated_at': elementary.datetime_now_utc_as_string()\n }%}\n {% do flatten_seed_metadata_dict.update({\"metadata_hash\": elementary.get_artifact_metadata_hash(flatten_seed_metadata_dict)}) %}\n {{ return(flatten_seed_metadata_dict) }}\n{% endmacro %}", "depends_on": { "macros": [ - "macro.dbt_snowflake.snowflake__get_drop_dynamic_table_sql", - "macro.dbt_snowflake.snowflake__get_create_dynamic_table_as_sql" + "macro.elementary.safe_get_with_default", + "macro.elementary.union_lists", + "macro.elementary.filter_none_and_sort", + "macro.elementary.datetime_now_utc_as_string", + "macro.elementary.get_artifact_metadata_hash" ] }, "description": "", @@ -3230,37 +20396,58 @@ "docs": { "show": true, "node_color": null }, "patch_path": null, "arguments": [], - "created_at": 1693603073.615579, + "created_at": 1699027426.290289, "supported_languages": null }, - "macro.dbt_snowflake.snowflake__refresh_dynamic_table": { - "name": "snowflake__refresh_dynamic_table", + "macro.elementary.upload_dbt_invocation": { + "name": "upload_dbt_invocation", "resource_type": "macro", - "package_name": "dbt_snowflake", - "path": "macros/materializations/dynamic_table/ddl.sql", - "original_file_path": "macros/materializations/dynamic_table/ddl.sql", - "unique_id": "macro.dbt_snowflake.snowflake__refresh_dynamic_table", - "macro_sql": "{% macro snowflake__refresh_dynamic_table(relation) -%}\n {{- log('Applying REFRESH to: ' ~ relation) -}}\n\n alter dynamic table {{ relation }} refresh\n{%- endmacro %}", - "depends_on": { "macros": [] }, + "package_name": "elementary", + "path": "macros/edr/dbt_artifacts/upload_dbt_invocation.sql", + "original_file_path": "macros/edr/dbt_artifacts/upload_dbt_invocation.sql", + "unique_id": "macro.elementary.upload_dbt_invocation", + "macro_sql": "{% macro upload_dbt_invocation() %}\n {% set relation = elementary.get_elementary_relation('dbt_invocations') %}\n {% if not execute or not relation %}\n {{ return('') }}\n {% endif %}\n\n {% do elementary.file_log(\"Uploading dbt invocation.\") %}\n {% set now_str = elementary.datetime_now_utc_as_string() %}\n {% set orchestrator = elementary.get_orchestrator() %}\n {% set job_id = elementary.get_var(\"job_id\", [\"JOB_ID\", \"DBT_JOB_ID\", \"DBT_CLOUD_JOB_ID\"]) %}\n {% set job_run_id = elementary.get_var(\"job_run_id\", [\"DBT_JOB_RUN_ID\", \"DBT_CLOUD_RUN_ID\", \"GITHUB_RUN_ID\"]) %}\n {% set dbt_invocation = {\n 'invocation_id': invocation_id,\n 'run_started_at': elementary.run_started_at_as_string(),\n 'run_completed_at': now_str,\n 'generated_at': now_str,\n 'command': flags.WHICH,\n 'dbt_version': dbt_version,\n 'elementary_version': elementary.get_elementary_package_version(),\n 'full_refresh': flags.FULL_REFRESH,\n 'invocation_vars': elementary.get_invocation_vars(),\n 'vars': elementary.get_all_vars(),\n 'target_name': target.name,\n 'target_database': elementary.target_database(),\n 'target_schema': target.schema,\n 'target_profile_name': target.profile_name,\n 'threads': target.threads,\n 'selected': elementary.get_invocation_select_filter(),\n 'yaml_selector': elementary.get_invocation_yaml_selector(),\n 'project_name': elementary.get_project_name(),\n 'job_id': job_id,\n 'job_run_id': job_run_id,\n 'job_name': elementary.get_var(\"job_name\", [\"JOB_NAME\", \"DBT_JOB_NAME\"]),\n 'env': elementary.get_first_env_var([\"DBT_ENV\"]),\n 'env_id': elementary.get_first_env_var([\"DBT_ENV_ID\"]),\n 'project_id': elementary.get_first_env_var([\"DBT_PROJECT_ID\", \"DBT_CLOUD_PROJECT_ID\", \"GITHUB_REPOSITORY\"]),\n 'cause_category': elementary.get_first_env_var([\"DBT_CAUSE_CATEGORY\", \"DBT_CLOUD_RUN_REASON_CATEGORY\", \"GITHUB_EVENT_NAME\"]),\n 'cause': elementary.get_first_env_var([\"DBT_CAUSE\", \"DBT_CLOUD_RUN_REASON\"]),\n 'pull_request_id': elementary.get_first_env_var([\"DBT_PULL_REQUEST_ID\", \"DBT_CLOUD_PR_ID\", \"GITHUB_HEAD_REF\"]),\n 'git_sha': elementary.get_first_env_var([\"DBT_GIT_SHA\", \"DBT_CLOUD_GIT_SHA\", \"GITHUB_SHA\"]),\n 'orchestrator': orchestrator,\n 'dbt_user': elementary.get_first_env_var([\"DBT_USER\"]),\n 'job_url': elementary.get_job_url(orchestrator, job_id),\n 'job_run_url': elementary.get_job_run_url(orchestrator, job_id, job_run_id),\n 'account_id': elementary.get_var(\"account_id\", [\"ACCOUNT_ID\"]),\n } %}\n {% do elementary.insert_rows(relation, [dbt_invocation], should_commit=true) %}\n {% do elementary.file_log(\"Uploaded dbt invocation successfully.\") %}\n{% endmacro %}", + "depends_on": { + "macros": [ + "macro.elementary.get_elementary_relation", + "macro.elementary.file_log", + "macro.elementary.datetime_now_utc_as_string", + "macro.elementary.get_orchestrator", + "macro.elementary.get_var", + "macro.elementary.run_started_at_as_string", + "macro.elementary.get_elementary_package_version", + "macro.elementary.get_invocation_vars", + "macro.elementary.get_all_vars", + "macro.elementary.target_database", + "macro.elementary.get_invocation_select_filter", + "macro.elementary.get_invocation_yaml_selector", + "macro.elementary.get_project_name", + "macro.elementary.get_first_env_var", + "macro.elementary.get_job_url", + "macro.elementary.get_job_run_url", + "macro.elementary.insert_rows" + ] + }, "description": "", "meta": {}, "docs": { "show": true, "node_color": null }, "patch_path": null, "arguments": [], - "created_at": 1693603073.615723, + "created_at": 1699027426.307536, "supported_languages": null }, - "macro.dbt_snowflake.snowflake__get_dynamic_table_configuration_changes": { - "name": "snowflake__get_dynamic_table_configuration_changes", + "macro.elementary.get_project_name": { + "name": "get_project_name", "resource_type": "macro", - "package_name": "dbt_snowflake", - "path": "macros/materializations/dynamic_table/ddl.sql", - "original_file_path": "macros/materializations/dynamic_table/ddl.sql", - "unique_id": "macro.dbt_snowflake.snowflake__get_dynamic_table_configuration_changes", - "macro_sql": "{% macro snowflake__get_dynamic_table_configuration_changes(existing_relation, new_config) -%}\n {% set _existing_dynamic_table = snowflake__describe_dynamic_table(existing_relation) %}\n {% set _configuration_changes = existing_relation.dynamic_table_config_changeset(_existing_dynamic_table, new_config) %}\n {% do return(_configuration_changes) %}\n{%- endmacro %}", + "package_name": "elementary", + "path": "macros/edr/dbt_artifacts/upload_dbt_invocation.sql", + "original_file_path": "macros/edr/dbt_artifacts/upload_dbt_invocation.sql", + "unique_id": "macro.elementary.get_project_name", + "macro_sql": "{% macro get_project_name() %}\n {% set project_name = elementary.get_config_var(\"project_name\") %}\n {% if project_name %}\n {{ return(project_name) }}\n {% endif %}\n\n {% set config = elementary.get_runtime_config() %}\n {% do return(config.project_name) %}\n{% endmacro %}", "depends_on": { "macros": [ - "macro.dbt_snowflake.snowflake__describe_dynamic_table" + "macro.elementary.get_config_var", + "macro.elementary.get_runtime_config" ] }, "description": "", @@ -3268,69 +20455,55 @@ "docs": { "show": true, "node_color": null }, "patch_path": null, "arguments": [], - "created_at": 1693603073.615982, + "created_at": 1699027426.3079412, "supported_languages": null }, - "macro.dbt_snowflake.snowflake__get_drop_dynamic_table_sql": { - "name": "snowflake__get_drop_dynamic_table_sql", + "macro.elementary.get_invocation_select_filter": { + "name": "get_invocation_select_filter", "resource_type": "macro", - "package_name": "dbt_snowflake", - "path": "macros/materializations/dynamic_table/ddl.sql", - "original_file_path": "macros/materializations/dynamic_table/ddl.sql", - "unique_id": "macro.dbt_snowflake.snowflake__get_drop_dynamic_table_sql", - "macro_sql": "{% macro snowflake__get_drop_dynamic_table_sql(relation) %}\n drop dynamic table if exists {{ relation }}\n{% endmacro %}", - "depends_on": { "macros": [] }, + "package_name": "elementary", + "path": "macros/edr/dbt_artifacts/upload_dbt_invocation.sql", + "original_file_path": "macros/edr/dbt_artifacts/upload_dbt_invocation.sql", + "unique_id": "macro.elementary.get_invocation_select_filter", + "macro_sql": "\n\n{%- macro get_invocation_select_filter() -%}\n {% set config = elementary.get_runtime_config() %}\n {%- if invocation_args_dict and invocation_args_dict.select -%}\n {{- return(invocation_args_dict.select) -}}\n {%- elif config.args and config.args.select -%}\n {{- return(config.args.select) -}}\n {%- else -%}\n {{- return([]) -}}\n {%- endif -%}\n{%- endmacro -%}\n\n", + "depends_on": { "macros": ["macro.elementary.get_runtime_config"] }, "description": "", "meta": {}, "docs": { "show": true, "node_color": null }, "patch_path": null, "arguments": [], - "created_at": 1693603073.616082, + "created_at": 1699027426.30834, "supported_languages": null }, - "macro.dbt_snowflake.materialization_dynamic_table_snowflake": { - "name": "materialization_dynamic_table_snowflake", + "macro.elementary.get_invocation_yaml_selector": { + "name": "get_invocation_yaml_selector", "resource_type": "macro", - "package_name": "dbt_snowflake", - "path": "macros/materializations/dynamic_table/materialization.sql", - "original_file_path": "macros/materializations/dynamic_table/materialization.sql", - "unique_id": "macro.dbt_snowflake.materialization_dynamic_table_snowflake", - "macro_sql": "{% materialization dynamic_table, adapter='snowflake' %}\n\n {% set original_query_tag = set_query_tag() %}\n\n {% set existing_relation = load_cached_relation(this) %}\n {% set target_relation = this.incorporate(type=this.DynamicTable) %}\n {% set intermediate_relation = make_intermediate_relation(target_relation) %}\n {% set backup_relation_type = target_relation.DynamicTable if existing_relation is none else existing_relation.type %}\n {% set backup_relation = make_backup_relation(target_relation, backup_relation_type) %}\n\n {{ dynamic_table_setup(backup_relation, intermediate_relation, pre_hooks) }}\n\n {% set build_sql = dynamic_table_get_build_sql(existing_relation, target_relation, backup_relation, intermediate_relation) %}\n\n {% if build_sql == '' %}\n {{ dynamic_table_execute_no_op(target_relation) }}\n {% else %}\n {{ dynamic_table_execute_build_sql(build_sql, existing_relation, target_relation, post_hooks) }}\n {% endif %}\n\n {{ dynamic_table_teardown(backup_relation, intermediate_relation, post_hooks) }}\n\n {% do unset_query_tag(original_query_tag) %}\n\n {{ return({'relations': [target_relation]}) }}\n\n{% endmaterialization %}", - "depends_on": { - "macros": [ - "macro.dbt_snowflake.set_query_tag", - "macro.dbt.load_cached_relation", - "macro.dbt.make_intermediate_relation", - "macro.dbt.make_backup_relation", - "macro.dbt_snowflake.dynamic_table_setup", - "macro.dbt_snowflake.dynamic_table_get_build_sql", - "macro.dbt_snowflake.dynamic_table_execute_no_op", - "macro.dbt_snowflake.dynamic_table_execute_build_sql", - "macro.dbt_snowflake.dynamic_table_teardown", - "macro.dbt_snowflake.unset_query_tag" - ] - }, + "package_name": "elementary", + "path": "macros/edr/dbt_artifacts/upload_dbt_invocation.sql", + "original_file_path": "macros/edr/dbt_artifacts/upload_dbt_invocation.sql", + "unique_id": "macro.elementary.get_invocation_yaml_selector", + "macro_sql": "{% macro get_invocation_yaml_selector() %}\n {% set config = elementary.get_runtime_config() %}\n {% if invocation_args_dict and invocation_args_dict.selector %}\n {% do return(invocation_args_dict.selector) %}\n {% elif invocation_args_dict and invocation_args_dict.selector_name %}\n {% do return(invocation_args_dict.selector_name) %}\n {% elif config.args and config.args.selector_name %}\n {% do return(config.args.selector_name) %}\n {% else %}\n {% do return(none) %}\n {% endif %}\n{% endmacro %}", + "depends_on": { "macros": ["macro.elementary.get_runtime_config"] }, "description": "", "meta": {}, "docs": { "show": true, "node_color": null }, "patch_path": null, "arguments": [], - "created_at": 1693603073.6214452, - "supported_languages": ["sql"] + "created_at": 1699027426.308937, + "supported_languages": null }, - "macro.dbt_snowflake.dynamic_table_setup": { - "name": "dynamic_table_setup", + "macro.elementary.get_invocation_vars": { + "name": "get_invocation_vars", "resource_type": "macro", - "package_name": "dbt_snowflake", - "path": "macros/materializations/dynamic_table/materialization.sql", - "original_file_path": "macros/materializations/dynamic_table/materialization.sql", - "unique_id": "macro.dbt_snowflake.dynamic_table_setup", - "macro_sql": "{% macro dynamic_table_setup(backup_relation, intermediate_relation, pre_hooks) %}\n\n -- backup_relation and intermediate_relation should not already exist in the database\n -- it's possible these exist because of a previous run that exited unexpectedly\n {% set preexisting_backup_relation = load_cached_relation(backup_relation) %}\n {% set preexisting_intermediate_relation = load_cached_relation(intermediate_relation) %}\n\n -- drop the temp relations if they exist already in the database\n {{ snowflake__get_drop_dynamic_table_sql(preexisting_backup_relation) }}\n {{ snowflake__get_drop_dynamic_table_sql(preexisting_intermediate_relation) }}\n\n {{ run_hooks(pre_hooks) }}\n\n{% endmacro %}", + "package_name": "elementary", + "path": "macros/edr/dbt_artifacts/upload_dbt_invocation.sql", + "original_file_path": "macros/edr/dbt_artifacts/upload_dbt_invocation.sql", + "unique_id": "macro.elementary.get_invocation_vars", + "macro_sql": "{% macro get_invocation_vars() %}\n {% set config = elementary.get_runtime_config() %}\n {% set invocation_vars = {} %}\n {% if invocation_args_dict and invocation_args_dict.vars %}\n {% if invocation_args_dict.vars is mapping %}\n {% set invocation_vars = invocation_args_dict.vars %}\n {% else %}\n {% set invocation_vars = fromyaml(invocation_args_dict.vars) %}\n {% endif %}\n {% elif config.cli_vars %}\n {% set invocation_vars = config.cli_vars %}\n {% endif %}\n {{ return(elementary.to_primitive(invocation_vars)) }}\n{% endmacro %}", "depends_on": { "macros": [ - "macro.dbt.load_cached_relation", - "macro.dbt_snowflake.snowflake__get_drop_dynamic_table_sql", - "macro.dbt.run_hooks" + "macro.elementary.get_runtime_config", + "macro.elementary.to_primitive" ] }, "description": "", @@ -3338,21 +20511,21 @@ "docs": { "show": true, "node_color": null }, "patch_path": null, "arguments": [], - "created_at": 1693603073.621809, + "created_at": 1699027426.309577, "supported_languages": null }, - "macro.dbt_snowflake.dynamic_table_teardown": { - "name": "dynamic_table_teardown", + "macro.elementary.get_all_vars": { + "name": "get_all_vars", "resource_type": "macro", - "package_name": "dbt_snowflake", - "path": "macros/materializations/dynamic_table/materialization.sql", - "original_file_path": "macros/materializations/dynamic_table/materialization.sql", - "unique_id": "macro.dbt_snowflake.dynamic_table_teardown", - "macro_sql": "{% macro dynamic_table_teardown(backup_relation, intermediate_relation, post_hooks) %}\n\n -- drop the temp relations if they exist to leave the database clean for the next run\n {{ snowflake__get_drop_dynamic_table_sql(backup_relation) }}\n {{ snowflake__get_drop_dynamic_table_sql(intermediate_relation) }}\n\n {{ run_hooks(post_hooks) }}\n\n{% endmacro %}", + "package_name": "elementary", + "path": "macros/edr/dbt_artifacts/upload_dbt_invocation.sql", + "original_file_path": "macros/edr/dbt_artifacts/upload_dbt_invocation.sql", + "unique_id": "macro.elementary.get_all_vars", + "macro_sql": "\n\n{%- macro get_all_vars() -%}\n {% set all_vars = {} %}\n {% set config = elementary.get_runtime_config() %}\n {%- if config.vars -%}\n {% do all_vars.update(config.vars.to_dict()) %}\n {%- endif -%}\n {% do all_vars.update(elementary.get_invocation_vars()) %}\n {{- return(all_vars) -}}\n{%- endmacro -%}\n\n", "depends_on": { "macros": [ - "macro.dbt_snowflake.snowflake__get_drop_dynamic_table_sql", - "macro.dbt.run_hooks" + "macro.elementary.get_runtime_config", + "macro.elementary.get_invocation_vars" ] }, "description": "", @@ -3360,24 +20533,21 @@ "docs": { "show": true, "node_color": null }, "patch_path": null, "arguments": [], - "created_at": 1693603073.622026, + "created_at": 1699027426.3100128, "supported_languages": null }, - "macro.dbt_snowflake.dynamic_table_get_build_sql": { - "name": "dynamic_table_get_build_sql", + "macro.elementary.get_orchestrator": { + "name": "get_orchestrator", "resource_type": "macro", - "package_name": "dbt_snowflake", - "path": "macros/materializations/dynamic_table/materialization.sql", - "original_file_path": "macros/materializations/dynamic_table/materialization.sql", - "unique_id": "macro.dbt_snowflake.dynamic_table_get_build_sql", - "macro_sql": "{% macro dynamic_table_get_build_sql(existing_relation, target_relation, backup_relation, intermediate_relation) %}\n\n {% set full_refresh_mode = should_full_refresh() %}\n\n -- determine the scenario we're in: create, full_refresh, alter, refresh data\n {% if existing_relation is none %}\n {% set build_sql = snowflake__get_create_dynamic_table_as_sql(target_relation, sql) %}\n {% elif full_refresh_mode or not existing_relation.is_dynamic_table %}\n {% set build_sql = snowflake__get_replace_dynamic_table_as_sql(target_relation, sql, existing_relation, backup_relation, intermediate_relation) %}\n {% else %}\n\n -- get config options\n {% set on_configuration_change = config.get('on_configuration_change') %}\n {% set configuration_changes = snowflake__get_dynamic_table_configuration_changes(existing_relation, config) %}\n\n {% if configuration_changes is none %}\n {% set build_sql = '' %}\n {{ exceptions.warn(\"No configuration changes were identified on: `\" ~ target_relation ~ \"`. Continuing.\") }}\n\n {% elif on_configuration_change == 'apply' %}\n {% set build_sql = snowflake__get_alter_dynamic_table_as_sql(target_relation, configuration_changes, sql, existing_relation, backup_relation, intermediate_relation) %}\n {% elif on_configuration_change == 'continue' %}\n {% set build_sql = '' %}\n {{ exceptions.warn(\"Configuration changes were identified and `on_configuration_change` was set to `continue` for `\" ~ target_relation ~ \"`\") }}\n {% elif on_configuration_change == 'fail' %}\n {{ exceptions.raise_fail_fast_error(\"Configuration changes were identified and `on_configuration_change` was set to `fail` for `\" ~ target_relation ~ \"`\") }}\n\n {% else %}\n -- this only happens if the user provides a value other than `apply`, 'continue', 'fail'\n {{ exceptions.raise_compiler_error(\"Unexpected configuration scenario: `\" ~ on_configuration_change ~ \"`\") }}\n\n {% endif %}\n\n {% endif %}\n\n {% do return(build_sql) %}\n\n{% endmacro %}", + "package_name": "elementary", + "path": "macros/edr/dbt_artifacts/upload_dbt_invocation.sql", + "original_file_path": "macros/edr/dbt_artifacts/upload_dbt_invocation.sql", + "unique_id": "macro.elementary.get_orchestrator", + "macro_sql": "{% macro get_orchestrator() %}\n {% set var_value = elementary.get_var(\"orchestrator\", [\"ORCHESTRATOR\", \"DBT_ORCHESTRATOR\"])%}\n {% if var_value %}\n {% do return(var_value) %}\n {% endif %}\n {% set orchestrator_env_map = {\n \"airflow\": [\"AIRFLOW_HOME\"],\n \"dbt_cloud\": [\"DBT_CLOUD_PROJECT_ID\"],\n \"github_actions\": [\"GITHUB_ACTIONS\"],\n } %}\n {% for orchestrator, env_vars in orchestrator_env_map.items() %}\n {% if elementary.get_first_env_var(env_vars) %}\n {% do return(orchestrator) %}\n {% endif %}\n {% endfor %}\n {% do return(none) %}\n{% endmacro %}", "depends_on": { "macros": [ - "macro.dbt.should_full_refresh", - "macro.dbt_snowflake.snowflake__get_create_dynamic_table_as_sql", - "macro.dbt_snowflake.snowflake__get_replace_dynamic_table_as_sql", - "macro.dbt_snowflake.snowflake__get_dynamic_table_configuration_changes", - "macro.dbt_snowflake.snowflake__get_alter_dynamic_table_as_sql" + "macro.elementary.get_var", + "macro.elementary.get_first_env_var" ] }, "description": "", @@ -3385,40 +20555,43 @@ "docs": { "show": true, "node_color": null }, "patch_path": null, "arguments": [], - "created_at": 1693603073.6234229, + "created_at": 1699027426.310684, "supported_languages": null }, - "macro.dbt_snowflake.dynamic_table_execute_no_op": { - "name": "dynamic_table_execute_no_op", + "macro.elementary.get_job_url": { + "name": "get_job_url", "resource_type": "macro", - "package_name": "dbt_snowflake", - "path": "macros/materializations/dynamic_table/materialization.sql", - "original_file_path": "macros/materializations/dynamic_table/materialization.sql", - "unique_id": "macro.dbt_snowflake.dynamic_table_execute_no_op", - "macro_sql": "{% macro dynamic_table_execute_no_op(target_relation) %}\n {% do store_raw_result(\n name=\"main\",\n message=\"skip \" ~ target_relation,\n code=\"skip\",\n rows_affected=\"-1\"\n ) %}\n{% endmacro %}", - "depends_on": { "macros": [] }, + "package_name": "elementary", + "path": "macros/edr/dbt_artifacts/upload_dbt_invocation.sql", + "original_file_path": "macros/edr/dbt_artifacts/upload_dbt_invocation.sql", + "unique_id": "macro.elementary.get_job_url", + "macro_sql": "{% macro get_job_url(orchestrator, job_id) %}\n {% set var_value = elementary.get_var(\"job_url\", [\"JOB_URL\", \"DBT_JOB_URL\"]) %}\n {% if var_value %}\n {% do return(var_value) %}\n {% endif %}\n {% if orchestrator == 'airflow' %}\n {% set server_url = elementary.get_var('airflow_url', [\"AIRFLOW_URL\"]) %}\n {% set airflow_job_url = server_url ~ \"/dags/\" ~ job_id ~ \"/grid\" %}\n {% do return(airflow_job_url) %}\n {% elif orchestrator == 'dbt_cloud' %}\n {% set account_id = elementary.get_var('account_id', ['ACCOUNT_ID']) %}\n {% set dbt_cloud_project_id = elementary.get_first_env_var(['DBT_CLOUD_PROJECT_ID']) %}\n {% set dbt_cloud_job_id = elementary.get_first_env_var(['DBT_CLOUD_JOB_ID']) %}\n\n {% set dbt_cloud_job_url = \"https://cloud.getdbt.com/deploy/\" ~ account_id ~ \"/projects/\" ~ dbt_cloud_project_id ~ \"/jobs/\" ~ dbt_cloud_job_id %}\n {% do return(dbt_cloud_job_url) %}\n {% elif orchestrator == 'github_actions' %}\n {% set server_url = elementary.get_first_env_var([\"GITHUB_SERVER_URL\"]) %}\n {% set repository = elementary.get_first_env_var([\"GITHUB_REPOSITORY\"]) %}\n {% set run_id = elementary.get_first_env_var([\"GITHUB_RUN_ID\"]) %}\n\n {% set github_job_url = server_url ~ \"/\" ~ repository ~ \"/actions/runs/\" ~ run_id %}\n {% do return(github_job_url) %}\n {% endif %}\n {% do return(none) %}\n{% endmacro %}", + "depends_on": { + "macros": [ + "macro.elementary.get_var", + "macro.elementary.get_first_env_var" + ] + }, "description": "", "meta": {}, "docs": { "show": true, "node_color": null }, "patch_path": null, "arguments": [], - "created_at": 1693603073.62365, + "created_at": 1699027426.3120809, "supported_languages": null }, - "macro.dbt_snowflake.dynamic_table_execute_build_sql": { - "name": "dynamic_table_execute_build_sql", + "macro.elementary.get_job_run_url": { + "name": "get_job_run_url", "resource_type": "macro", - "package_name": "dbt_snowflake", - "path": "macros/materializations/dynamic_table/materialization.sql", - "original_file_path": "macros/materializations/dynamic_table/materialization.sql", - "unique_id": "macro.dbt_snowflake.dynamic_table_execute_build_sql", - "macro_sql": "{% macro dynamic_table_execute_build_sql(build_sql, existing_relation, target_relation, post_hooks) %}\n\n {% set grant_config = config.get('grants') %}\n\n {% call statement(name=\"main\") %}\n {{ build_sql }}\n {% endcall %}\n\n {% set should_revoke = should_revoke(existing_relation, full_refresh_mode=True) %}\n {% do apply_grants(target_relation, grant_config, should_revoke=should_revoke) %}\n\n {% do persist_docs(target_relation, model) %}\n\n{% endmacro %}", + "package_name": "elementary", + "path": "macros/edr/dbt_artifacts/upload_dbt_invocation.sql", + "original_file_path": "macros/edr/dbt_artifacts/upload_dbt_invocation.sql", + "unique_id": "macro.elementary.get_job_run_url", + "macro_sql": "{% macro get_job_run_url(orchestrator, job_id, job_run_id) %}\n {% set var_value = elementary.get_var(\"job_run_url\", [\"JOB_RUN_URL\", \"DBT_JOB_RUN_URL\"]) %}\n {% if var_value %}\n {% do return(var_value) %}\n {% endif %}\n {% if orchestrator == 'airflow' %}\n {% set server_url = elementary.get_var('airflow_url', [\"AIRFLOW_URL\"]) %}\n {% set airflow_job_url = server_url ~ \"/dags/\" ~ job_id ~ \"/grid?dag_run_id=\" ~ job_run_id %}\n {% do return(airflow_job_url) %}\n {% elif orchestrator == 'dbt_cloud' %}\n {% set account_id = elementary.get_var('account_id', ['ACCOUNT_ID']) %}\n {% set dbt_cloud_project_id = elementary.get_first_env_var(['DBT_CLOUD_PROJECT_ID']) %}\n {% set dbt_cloud_run_id = elementary.get_first_env_var(['DBT_CLOUD_RUN_ID']) %}\n\n {% set dbt_cloud_job_url = \"https://cloud.getdbt.com/deploy/\" ~ account_id ~ \"/projects/\" ~ dbt_cloud_project_id ~ \"/runs/\" ~ dbt_cloud_run_id %}\n {% do return(dbt_cloud_job_url) %}\n {% elif orchestrator == 'github_actions' %}\n {% set server_url = elementary.get_first_env_var([\"GITHUB_SERVER_URL\"]) %}\n {% set repository = elementary.get_first_env_var([\"GITHUB_REPOSITORY\"]) %}\n {% set run_id = elementary.get_first_env_var([\"GITHUB_RUN_ID\"]) %}\n\n {% set github_job_url = server_url ~ \"/\" ~ repository ~ \"/actions/runs/\" ~ run_id %}\n {% do return(github_job_url) %}\n {% endif %}\n {% do return(none) %}\n{% endmacro %}", "depends_on": { "macros": [ - "macro.dbt.statement", - "macro.dbt.should_revoke", - "macro.dbt.apply_grants", - "macro.dbt.persist_docs" + "macro.elementary.get_var", + "macro.elementary.get_first_env_var" ] }, "description": "", @@ -3426,89 +20599,101 @@ "docs": { "show": true, "node_color": null }, "patch_path": null, "arguments": [], - "created_at": 1693603073.6241212, + "created_at": 1699027426.3135529, "supported_languages": null }, - "macro.dbt_snowflake.snowflake__current_timestamp": { - "name": "snowflake__current_timestamp", + "macro.elementary.get_dbt_invocations_empty_table_query": { + "name": "get_dbt_invocations_empty_table_query", "resource_type": "macro", - "package_name": "dbt_snowflake", - "path": "macros/utils/timestamps.sql", - "original_file_path": "macros/utils/timestamps.sql", - "unique_id": "macro.dbt_snowflake.snowflake__current_timestamp", - "macro_sql": "{% macro snowflake__current_timestamp() -%}\n convert_timezone('UTC', current_timestamp())\n{%- endmacro %}", - "depends_on": { "macros": [] }, + "package_name": "elementary", + "path": "macros/edr/dbt_artifacts/upload_dbt_invocation.sql", + "original_file_path": "macros/edr/dbt_artifacts/upload_dbt_invocation.sql", + "unique_id": "macro.elementary.get_dbt_invocations_empty_table_query", + "macro_sql": "{% macro get_dbt_invocations_empty_table_query() %}\n {{ return(elementary.empty_table([\n ('invocation_id', 'long_string'),\n ('job_id', 'long_string'),\n ('job_name', 'long_string'),\n ('job_run_id', 'long_string'),\n ('run_started_at', 'string'),\n ('run_completed_at', 'string'),\n ('generated_at', 'string'),\n ('created_at', 'timestamp'),\n ('command', 'string'),\n ('dbt_version', 'string'),\n ('elementary_version', 'string'),\n ('full_refresh', 'boolean'),\n ('invocation_vars', 'long_string'),\n ('vars', 'long_string'),\n ('target_name', 'string'),\n ('target_database', 'string'),\n ('target_schema', 'string'),\n ('target_profile_name', 'string'),\n ('threads', 'int'),\n ('selected', 'long_string'),\n ('yaml_selector', 'long_string'),\n ('project_id', 'string'),\n ('project_name', 'string'),\n ('env', 'string'),\n ('env_id', 'string'),\n ('cause_category', 'string'),\n ('cause', 'long_string'),\n ('pull_request_id', 'string'),\n ('git_sha', 'string'),\n ('orchestrator', 'string'),\n ('dbt_user', 'string'),\n ('job_url', 'string'),\n ('job_run_url', 'string'),\n ('account_id', 'string')\n ])) }}\n{% endmacro %}", + "depends_on": { "macros": ["macro.elementary.empty_table"] }, "description": "", "meta": {}, "docs": { "show": true, "node_color": null }, "patch_path": null, "arguments": [], - "created_at": 1693603073.624407, + "created_at": 1699027426.3149261, "supported_languages": null }, - "macro.dbt_snowflake.snowflake__snapshot_string_as_time": { - "name": "snowflake__snapshot_string_as_time", + "macro.elementary.upload_source_freshness": { + "name": "upload_source_freshness", "resource_type": "macro", - "package_name": "dbt_snowflake", - "path": "macros/utils/timestamps.sql", - "original_file_path": "macros/utils/timestamps.sql", - "unique_id": "macro.dbt_snowflake.snowflake__snapshot_string_as_time", - "macro_sql": "{% macro snowflake__snapshot_string_as_time(timestamp) -%}\n {%- set result = \"to_timestamp_ntz('\" ~ timestamp ~ \"')\" -%}\n {{ return(result) }}\n{%- endmacro %}", - "depends_on": { "macros": [] }, + "package_name": "elementary", + "path": "macros/edr/dbt_artifacts/upload_source_freshness.sql", + "original_file_path": "macros/edr/dbt_artifacts/upload_source_freshness.sql", + "unique_id": "macro.elementary.upload_source_freshness", + "macro_sql": "{% macro upload_source_freshness() %}\n {% if not flags.Path %}\n {% do exceptions.raise_compiler_error(\"Unable to upload source freshness using this operation on dbt 1.3.2 onwards.\") %}\n {% endif %}\n\n {% set source_freshness_results_relation = ref('dbt_source_freshness_results') %}\n {% set sources_json_path = flags.Path(elementary.get_runtime_config().target_path).joinpath('sources.json') %}\n {% if not sources_json_path.exists() %}\n {% do exceptions.raise_compiler_error('Source freshness artifact (sources.json) does not exist, please run `dbt source freshness`.') %}\n {% endif %}\n {% set source_freshess_results_dicts = fromjson(sources_json_path.read_text())['results'] %}\n {% do elementary.upload_artifacts_to_table(source_freshness_results_relation, source_freshess_results_dicts, elementary.flatten_source_freshness, append=True, should_commit=True) %}\n{% endmacro %}", + "depends_on": { + "macros": [ + "macro.elementary.get_runtime_config", + "macro.elementary.upload_artifacts_to_table" + ] + }, "description": "", "meta": {}, "docs": { "show": true, "node_color": null }, "patch_path": null, "arguments": [], - "created_at": 1693603073.624574, + "created_at": 1699027426.3165529, "supported_languages": null }, - "macro.dbt_snowflake.snowflake__snapshot_get_time": { - "name": "snowflake__snapshot_get_time", + "macro.elementary.flatten_source_freshness": { + "name": "flatten_source_freshness", "resource_type": "macro", - "package_name": "dbt_snowflake", - "path": "macros/utils/timestamps.sql", - "original_file_path": "macros/utils/timestamps.sql", - "unique_id": "macro.dbt_snowflake.snowflake__snapshot_get_time", - "macro_sql": "{% macro snowflake__snapshot_get_time() -%}\n to_timestamp_ntz({{ current_timestamp() }})\n{%- endmacro %}", - "depends_on": { "macros": ["macro.dbt.current_timestamp"] }, + "package_name": "elementary", + "path": "macros/edr/dbt_artifacts/upload_source_freshness.sql", + "original_file_path": "macros/edr/dbt_artifacts/upload_source_freshness.sql", + "unique_id": "macro.elementary.flatten_source_freshness", + "macro_sql": "{% macro flatten_source_freshness(node_dict) %}\n {% set compile_timing = {} %}\n {% set execute_timing = {} %}\n {% for timing in node_dict['timing'] %}\n {% if timing['name'] == 'compile' %}\n {% do compile_timing.update(timing) %}\n {% elif timing['name'] == 'execute' %}\n {% do execute_timing.update(timing) %}\n {% endif %}\n {% endfor %}\n {% set flatten_source_freshness_dict = {\n 'source_freshness_execution_id': [invocation_id, node_dict.get('unique_id')] | join('.'),\n 'unique_id': node_dict.get('unique_id'),\n 'max_loaded_at': node_dict.get('max_loaded_at'),\n 'snapshotted_at': node_dict.get('snapshotted_at'),\n 'max_loaded_at_time_ago_in_s': node_dict.get('max_loaded_at_time_ago_in_s'),\n 'status': node_dict.get('status'),\n 'error': node_dict.get('error'),\n 'generated_at': elementary.datetime_now_utc_as_string(),\n 'invocation_id': invocation_id,\n 'compile_started_at': compile_timing.get('started_at'),\n 'compile_completed_at': compile_timing.get('completed_at'),\n 'execute_started_at': execute_timing.get('started_at'),\n 'execute_completed_at': execute_timing.get('completed_at'),\n } %}\n {{ return(flatten_source_freshness_dict) }}\n{% endmacro %}", + "depends_on": { + "macros": ["macro.elementary.datetime_now_utc_as_string"] + }, "description": "", "meta": {}, "docs": { "show": true, "node_color": null }, "patch_path": null, "arguments": [], - "created_at": 1693603073.624674, + "created_at": 1699027426.31797, "supported_languages": null }, - "macro.dbt_snowflake.snowflake__current_timestamp_backcompat": { - "name": "snowflake__current_timestamp_backcompat", + "macro.elementary.get_artifact_metadata_hash": { + "name": "get_artifact_metadata_hash", "resource_type": "macro", - "package_name": "dbt_snowflake", - "path": "macros/utils/timestamps.sql", - "original_file_path": "macros/utils/timestamps.sql", - "unique_id": "macro.dbt_snowflake.snowflake__current_timestamp_backcompat", - "macro_sql": "{% macro snowflake__current_timestamp_backcompat() %}\n current_timestamp::{{ type_timestamp() }}\n{% endmacro %}", - "depends_on": { "macros": ["macro.dbt.type_timestamp"] }, + "package_name": "elementary", + "path": "macros/edr/dbt_artifacts/get_artifact_metadata_hash.sql", + "original_file_path": "macros/edr/dbt_artifacts/get_artifact_metadata_hash.sql", + "unique_id": "macro.elementary.get_artifact_metadata_hash", + "macro_sql": "{% macro get_artifact_metadata_hash(artifact) %}\n {% if not local_md5 %}\n {% do return(none) %}\n {% endif %}\n\n {% set time_excluded_artifact = artifact.copy() %}\n {% do time_excluded_artifact.pop(\"generated_at\") %}\n {% do return(local_md5(tojson(time_excluded_artifact, sort_keys=true))) %}\n{% endmacro %}", + "depends_on": { "macros": [] }, "description": "", "meta": {}, "docs": { "show": true, "node_color": null }, "patch_path": null, "arguments": [], - "created_at": 1693603073.624772, + "created_at": 1699027426.318472, "supported_languages": null }, - "macro.dbt_snowflake.snowflake__current_timestamp_in_utc_backcompat": { - "name": "snowflake__current_timestamp_in_utc_backcompat", + "macro.elementary.upload_dbt_artifacts": { + "name": "upload_dbt_artifacts", "resource_type": "macro", - "package_name": "dbt_snowflake", - "path": "macros/utils/timestamps.sql", - "original_file_path": "macros/utils/timestamps.sql", - "unique_id": "macro.dbt_snowflake.snowflake__current_timestamp_in_utc_backcompat", - "macro_sql": "{% macro snowflake__current_timestamp_in_utc_backcompat() %}\n convert_timezone('UTC', {{ snowflake__current_timestamp_backcompat() }})::{{ type_timestamp() }}\n{% endmacro %}", + "package_name": "elementary", + "path": "macros/edr/dbt_artifacts/upload_dbt_artifacts.sql", + "original_file_path": "macros/edr/dbt_artifacts/upload_dbt_artifacts.sql", + "unique_id": "macro.elementary.upload_dbt_artifacts", + "macro_sql": "{% macro upload_dbt_artifacts() %}\n {% if execute and results %}\n {% set model_upload_func_map = {\n \"dbt_models\": elementary.upload_dbt_models,\n \"dbt_tests\": elementary.upload_dbt_tests,\n \"dbt_sources\": elementary.upload_dbt_sources,\n \"dbt_snapshots\": elementary.upload_dbt_snapshots,\n \"dbt_metrics\": elementary.upload_dbt_metrics,\n \"dbt_exposures\": elementary.upload_dbt_exposures,\n \"dbt_seeds\": elementary.upload_dbt_seeds,\n }\n %}\n\n {% set artifacts_hashes = elementary.get_artifacts_hashes() %}\n {% do elementary.file_log(\"Uploading dbt artifacts.\") %}\n {% for artifacts_model, upload_artifacts_func in model_upload_func_map.items() %}\n {% if not elementary.get_result_node(artifacts_model) %}\n {% if elementary.get_elementary_relation(artifacts_model) %}\n {% if artifacts_hashes is not none %}\n {% do upload_artifacts_func(should_commit=true, metadata_hashes=artifacts_hashes.get(artifacts_model, [])) %}\n {% else %}\n {% do upload_artifacts_func(should_commit=true) %}\n {% endif %}\n {% endif %}\n {% else %}\n {% do elementary.file_log('[{}] Artifacts already ran.'.format(artifacts_model)) %}\n {% endif %}\n {% endfor %}\n {% if elementary.get_dbt_columns_materialized() != \"view\" and elementary.get_config_var(\"upload_dbt_columns\") %}\n {% do elementary.upload_dbt_columns() %} {# dbt_columns upload must come after other artifacts, as it is dependant on them #}\n {% endif %}\n {% do elementary.file_log(\"Uploaded dbt artifacts.\") %}\n {% endif %}\n{% endmacro %}", "depends_on": { "macros": [ - "macro.dbt_snowflake.snowflake__current_timestamp_backcompat", - "macro.dbt.type_timestamp" + "macro.elementary.get_artifacts_hashes", + "macro.elementary.file_log", + "macro.elementary.get_result_node", + "macro.elementary.get_elementary_relation", + "macro.elementary.get_dbt_columns_materialized", + "macro.elementary.get_config_var", + "macro.elementary.upload_dbt_columns" ] }, "description": "", @@ -3516,347 +20701,410 @@ "docs": { "show": true, "node_color": null }, "patch_path": null, "arguments": [], - "created_at": 1693603073.624898, - "supported_languages": null - }, - "macro.dbt_snowflake.snowflake__escape_single_quotes": { - "name": "snowflake__escape_single_quotes", - "resource_type": "macro", - "package_name": "dbt_snowflake", - "path": "macros/utils/escape_single_quotes.sql", - "original_file_path": "macros/utils/escape_single_quotes.sql", - "unique_id": "macro.dbt_snowflake.snowflake__escape_single_quotes", - "macro_sql": "{% macro snowflake__escape_single_quotes(expression) -%}\n{{ expression | replace(\"'\", \"\\\\'\") }}\n{%- endmacro %}", - "depends_on": { "macros": [] }, - "description": "", - "meta": {}, - "docs": { "show": true, "node_color": null }, - "patch_path": null, - "arguments": [], - "created_at": 1693603073.6250849, + "created_at": 1699027426.3207092, "supported_languages": null }, - "macro.dbt_snowflake.snowflake__right": { - "name": "snowflake__right", + "macro.elementary.get_artifacts_hashes": { + "name": "get_artifacts_hashes", "resource_type": "macro", - "package_name": "dbt_snowflake", - "path": "macros/utils/right.sql", - "original_file_path": "macros/utils/right.sql", - "unique_id": "macro.dbt_snowflake.snowflake__right", - "macro_sql": "{% macro snowflake__right(string_text, length_expression) %}\n\n case when {{ length_expression }} = 0\n then ''\n else\n right(\n {{ string_text }},\n {{ length_expression }}\n )\n end\n\n{%- endmacro -%}", - "depends_on": { "macros": [] }, + "package_name": "elementary", + "path": "macros/edr/dbt_artifacts/upload_dbt_artifacts.sql", + "original_file_path": "macros/edr/dbt_artifacts/upload_dbt_artifacts.sql", + "unique_id": "macro.elementary.get_artifacts_hashes", + "macro_sql": "{% macro get_artifacts_hashes() %}\n {# The stored hashes are only needed if it can be compared later to the local hashes. #}\n {% if not local_md5 %}\n {% do return(none) %}\n {% endif %}\n\n {% set database_name, schema_name = elementary.get_package_database_and_schema() %}\n {% set artifacts_hash_relation = adapter.get_relation(database_name, schema_name, \"dbt_artifacts_hashes\") %}\n {% if not artifacts_hash_relation %}\n {% do return(none) %}\n {% endif %}\n\n {% set stored_artifacts_query %}\n select artifacts_model, metadata_hash from {{ artifacts_hash_relation }}\n order by metadata_hash\n {% endset %}\n {% set artifacts_hashes_results = elementary.run_query(stored_artifacts_query) %}\n {% set artifact_agate_hashes = artifacts_hashes_results.group_by(\"artifacts_model\") %}\n {% set artifacts_hashes = {} %}\n {% for artifacts_model, metadata_hashes in artifact_agate_hashes.items() %}\n {% do artifacts_hashes.update({artifacts_model: metadata_hashes.columns[\"metadata_hash\"]}) %}\n {% endfor %}\n {% do return(artifacts_hashes) %}\n{% endmacro %}", + "depends_on": { + "macros": [ + "macro.elementary.get_package_database_and_schema", + "macro.elementary.run_query", + "macro.dbt_utils.group_by" + ] + }, "description": "", "meta": {}, "docs": { "show": true, "node_color": null }, "patch_path": null, "arguments": [], - "created_at": 1693603073.6253178, + "created_at": 1699027426.3217542, "supported_languages": null }, - "macro.dbt_snowflake.snowflake__safe_cast": { - "name": "snowflake__safe_cast", + "macro.elementary.upload_run_results": { + "name": "upload_run_results", "resource_type": "macro", - "package_name": "dbt_snowflake", - "path": "macros/utils/safe_cast.sql", - "original_file_path": "macros/utils/safe_cast.sql", - "unique_id": "macro.dbt_snowflake.snowflake__safe_cast", - "macro_sql": "{% macro snowflake__safe_cast(field, type) %}\n try_cast({{field}} as {{type}})\n{% endmacro %}", - "depends_on": { "macros": [] }, + "package_name": "elementary", + "path": "macros/edr/dbt_artifacts/upload_run_results.sql", + "original_file_path": "macros/edr/dbt_artifacts/upload_run_results.sql", + "unique_id": "macro.elementary.upload_run_results", + "macro_sql": "{% macro upload_run_results() %}\n {% set relation = elementary.get_elementary_relation('dbt_run_results') %}\n {% if execute and relation %}\n {{ elementary.file_log(\"Uploading run results.\") }}\n {% do elementary.upload_artifacts_to_table(relation, results, elementary.flatten_run_result, append=True, should_commit=True) %}\n {{ elementary.file_log(\"Uploaded run results successfully.\") }}\n {% endif %}\n {{ return ('') }}\n{% endmacro %}", + "depends_on": { + "macros": [ + "macro.elementary.get_elementary_relation", + "macro.elementary.file_log", + "macro.elementary.upload_artifacts_to_table" + ] + }, "description": "", "meta": {}, "docs": { "show": true, "node_color": null }, "patch_path": null, "arguments": [], - "created_at": 1693603073.625479, + "created_at": 1699027426.328023, "supported_languages": null }, - "macro.dbt_snowflake.snowflake__bool_or": { - "name": "snowflake__bool_or", + "macro.elementary.get_dbt_run_results_empty_table_query": { + "name": "get_dbt_run_results_empty_table_query", "resource_type": "macro", - "package_name": "dbt_snowflake", - "path": "macros/utils/bool_or.sql", - "original_file_path": "macros/utils/bool_or.sql", - "unique_id": "macro.dbt_snowflake.snowflake__bool_or", - "macro_sql": "{% macro snowflake__bool_or(expression) -%}\n\n boolor_agg({{ expression }})\n\n{%- endmacro %}", - "depends_on": { "macros": [] }, + "package_name": "elementary", + "path": "macros/edr/dbt_artifacts/upload_run_results.sql", + "original_file_path": "macros/edr/dbt_artifacts/upload_run_results.sql", + "unique_id": "macro.elementary.get_dbt_run_results_empty_table_query", + "macro_sql": "{% macro get_dbt_run_results_empty_table_query() %}\n {% set dbt_run_results_empty_table_query = elementary.empty_table([('model_execution_id', 'long_string'),\n ('unique_id', 'long_string'),\n ('invocation_id', 'string'),\n ('generated_at', 'string'),\n ('created_at', 'timestamp'),\n ('name', 'long_string'),\n ('message', 'long_string'),\n ('status', 'string'),\n ('resource_type', 'string'),\n ('execution_time', 'float'),\n ('execute_started_at', 'string'),\n ('execute_completed_at', 'string'),\n ('compile_started_at', 'string'),\n ('compile_completed_at', 'string'),\n ('rows_affected', 'bigint'),\n ('full_refresh', 'boolean'),\n ('compiled_code', 'long_string'),\n ('failures', 'bigint'),\n ('query_id', 'string'),\n ('thread_id', 'string'),\n ('materialization', 'string')\n ]) %}\n {{ return(dbt_run_results_empty_table_query) }}\n{% endmacro %}", + "depends_on": { "macros": ["macro.elementary.empty_table"] }, "description": "", "meta": {}, "docs": { "show": true, "node_color": null }, "patch_path": null, "arguments": [], - "created_at": 1693603073.625608, + "created_at": 1699027426.3290198, "supported_languages": null }, - "macro.dbt_snowflake.snowflake__array_construct": { - "name": "snowflake__array_construct", + "macro.elementary.flatten_run_result": { + "name": "flatten_run_result", "resource_type": "macro", - "package_name": "dbt_snowflake", - "path": "macros/utils/array_construct.sql", - "original_file_path": "macros/utils/array_construct.sql", - "unique_id": "macro.dbt_snowflake.snowflake__array_construct", - "macro_sql": "{% macro snowflake__array_construct(inputs, data_type) -%}\n array_construct( {{ inputs|join(' , ') }} )\n{%- endmacro %}", - "depends_on": { "macros": [] }, + "package_name": "elementary", + "path": "macros/edr/dbt_artifacts/upload_run_results.sql", + "original_file_path": "macros/edr/dbt_artifacts/upload_run_results.sql", + "unique_id": "macro.elementary.flatten_run_result", + "macro_sql": "{% macro flatten_run_result(run_result) %}\n {% set run_result_dict = run_result.to_dict() %}\n {% set node = elementary.safe_get_with_default(run_result_dict, 'node', {}) %}\n {% set config_dict = elementary.safe_get_with_default(node, 'config', {}) %}\n {% set flatten_run_result_dict = {\n 'model_execution_id': elementary.get_node_execution_id(node),\n 'invocation_id': invocation_id,\n 'unique_id': node.get('unique_id'),\n 'name': node.get('name'),\n 'message': run_result_dict.get('message'),\n 'generated_at': elementary.datetime_now_utc_as_string(),\n 'rows_affected': run_result_dict.get('adapter_response', {}).get('rows_affected'),\n 'execution_time': run_result_dict.get('execution_time'),\n 'status': run_result_dict.get('status'),\n 'resource_type': node.get('resource_type'),\n 'execute_started_at': none,\n 'execute_completed_at': none,\n 'compile_started_at': none,\n 'compile_completed_at': none,\n 'full_refresh': flags.FULL_REFRESH,\n 'compiled_code': elementary.get_compiled_model_code_text(node),\n 'failures': run_result_dict.get('failures'),\n 'query_id': run_result_dict.get('adapter_response', {}).get('query_id'),\n 'thread_id': run_result_dict.get('thread_id'),\n 'materialization': config_dict.get('materialized')\n }%}\n\n {% set timings = elementary.safe_get_with_default(run_result_dict, 'timing', []) %}\n {% if timings %}\n {% for timing in timings %}\n {% if timing is mapping %}\n {% if timing.get('name') == 'execute' %}\n {% do flatten_run_result_dict.update({'execute_started_at': timing.get('started_at'), 'execute_completed_at': timing.get('completed_at')}) %}\n {% elif timing.get('name') == 'compile' %}\n {% do flatten_run_result_dict.update({'compile_started_at': timing.get('started_at'), 'compile_completed_at': timing.get('completed_at')}) %}\n {% endif %}\n {% endif %}\n {% endfor %}\n {% endif %}\n {{ return(flatten_run_result_dict) }}\n{% endmacro %}", + "depends_on": { + "macros": [ + "macro.elementary.safe_get_with_default", + "macro.elementary.get_node_execution_id", + "macro.elementary.datetime_now_utc_as_string", + "macro.elementary.get_compiled_model_code_text" + ] + }, "description": "", "meta": {}, "docs": { "show": true, "node_color": null }, "patch_path": null, "arguments": [], - "created_at": 1693603073.625797, + "created_at": 1699027426.3312662, "supported_languages": null }, - "macro.dbt.run_hooks": { - "name": "run_hooks", + "macro.elementary.upload_artifacts_to_table": { + "name": "upload_artifacts_to_table", "resource_type": "macro", - "package_name": "dbt", - "path": "macros/materializations/hooks.sql", - "original_file_path": "macros/materializations/hooks.sql", - "unique_id": "macro.dbt.run_hooks", - "macro_sql": "{% macro run_hooks(hooks, inside_transaction=True) %}\n {% for hook in hooks | selectattr('transaction', 'equalto', inside_transaction) %}\n {% if not inside_transaction and loop.first %}\n {% call statement(auto_begin=inside_transaction) %}\n commit;\n {% endcall %}\n {% endif %}\n {% set rendered = render(hook.get('sql')) | trim %}\n {% if (rendered | length) > 0 %}\n {% call statement(auto_begin=inside_transaction) %}\n {{ rendered }}\n {% endcall %}\n {% endif %}\n {% endfor %}\n{% endmacro %}", - "depends_on": { "macros": ["macro.dbt.statement"] }, + "package_name": "elementary", + "path": "macros/edr/dbt_artifacts/upload_artifacts_to_table.sql", + "original_file_path": "macros/edr/dbt_artifacts/upload_artifacts_to_table.sql", + "unique_id": "macro.elementary.upload_artifacts_to_table", + "macro_sql": "{% macro upload_artifacts_to_table(table_relation, artifacts, flatten_artifact_callback, append=False, should_commit=False, metadata_hashes=None) %}\n {% set flatten_artifact_dicts = [] %}\n {% do elementary.file_log(\"[{}] Flattening the artifacts.\".format(table_relation.identifier)) %}\n {% for artifact in artifacts %}\n {% set flatten_artifact_dict = flatten_artifact_callback(artifact) %}\n {% if flatten_artifact_dict is not none %}\n {% do flatten_artifact_dicts.append(flatten_artifact_dict) %}\n {% endif %}\n {% endfor %}\n {% do elementary.file_log(\"[{}] Flattened {} artifacts.\".format(table_relation.identifier, flatten_artifact_dicts | length)) %}\n\n {% if append %}\n {# In append mode, just insert, and no need to be atomic #}\n {% do elementary.insert_rows(table_relation, flatten_artifact_dicts, should_commit, elementary.get_config_var('dbt_artifacts_chunk_size')) %}\n {% else %}\n {% if metadata_hashes is not none and elementary.get_config_var(\"cache_artifacts\") %}\n {% do elementary.file_log(\"[{}] Comparing the artifacts state.\".format(table_relation.identifier)) %}\n {% set new_metadata_hashes = flatten_artifact_dicts | map(attribute=\"metadata_hash\") | sort %}\n {% if new_metadata_hashes == metadata_hashes %}\n {% do elementary.file_log(\"[{}] Artifacts did not change.\".format(table_relation.identifier)) %}\n {% else %}\n {% do elementary.file_log(\"[{}] Artifacts changed.\".format(table_relation.identifier)) %}\n {% set upload_artifacts_method = elementary.get_config_var(\"upload_artifacts_method\") %}\n {% if upload_artifacts_method == \"diff\" %}\n {% set added_artifacts = flatten_artifact_dicts | rejectattr(\"metadata_hash\", \"in\", metadata_hashes) | list %}\n {% set removed_artifact_hashes = metadata_hashes | reject(\"in\", new_metadata_hashes) | list %}\n {% do elementary.delete_and_insert(table_relation, insert_rows=added_artifacts, delete_values=removed_artifact_hashes, delete_column_key=\"metadata_hash\") %}\n {% elif upload_artifacts_method == \"replace\" %}\n {% do elementary.replace_table_data(table_relation, flatten_artifact_dicts) %}\n {% else %}\n {% do exceptions.raise_compiler_error(\"Invalid var('upload_artifacts_method') provided.\") %}\n {% endif %}\n {% endif %}\n {% else %}\n {% do elementary.replace_table_data(table_relation, flatten_artifact_dicts) %}\n {% endif %}\n {% endif %}\n{% endmacro %}", + "depends_on": { + "macros": [ + "macro.elementary.file_log", + "macro.elementary.insert_rows", + "macro.elementary.get_config_var", + "macro.elementary.delete_and_insert", + "macro.elementary.replace_table_data" + ] + }, "description": "", "meta": {}, "docs": { "show": true, "node_color": null }, "patch_path": null, "arguments": [], - "created_at": 1693603073.6268759, + "created_at": 1699027426.334454, "supported_languages": null - }, - "macro.dbt.make_hook_config": { - "name": "make_hook_config", - "resource_type": "macro", - "package_name": "dbt", - "path": "macros/materializations/hooks.sql", - "original_file_path": "macros/materializations/hooks.sql", - "unique_id": "macro.dbt.make_hook_config", - "macro_sql": "{% macro make_hook_config(sql, inside_transaction) %}\n {{ tojson({\"sql\": sql, \"transaction\": inside_transaction}) }}\n{% endmacro %}", - "depends_on": { "macros": [] }, + }, + "macro.elementary.upload_dbt_metrics": { + "name": "upload_dbt_metrics", + "resource_type": "macro", + "package_name": "elementary", + "path": "macros/edr/dbt_artifacts/upload_dbt_metrics.sql", + "original_file_path": "macros/edr/dbt_artifacts/upload_dbt_metrics.sql", + "unique_id": "macro.elementary.upload_dbt_metrics", + "macro_sql": "{%- macro upload_dbt_metrics(should_commit=false, metadata_hashes=none) -%}\n {% set relation = elementary.get_elementary_relation('dbt_metrics') %}\n {% if execute and relation %}\n {% set metrics = graph.metrics.values() | selectattr('resource_type', '==', 'metric') %}\n {% do elementary.upload_artifacts_to_table(relation, metrics, elementary.flatten_metric, should_commit=should_commit, metadata_hashes=metadata_hashes) %}\n {%- endif -%}\n {{- return('') -}}\n{%- endmacro -%}\n\n\n\n", + "depends_on": { + "macros": [ + "macro.elementary.get_elementary_relation", + "macro.elementary.upload_artifacts_to_table" + ] + }, "description": "", "meta": {}, "docs": { "show": true, "node_color": null }, "patch_path": null, "arguments": [], - "created_at": 1693603073.627073, + "created_at": 1699027426.339444, "supported_languages": null }, - "macro.dbt.before_begin": { - "name": "before_begin", + "macro.elementary.get_dbt_metrics_empty_table_query": { + "name": "get_dbt_metrics_empty_table_query", "resource_type": "macro", - "package_name": "dbt", - "path": "macros/materializations/hooks.sql", - "original_file_path": "macros/materializations/hooks.sql", - "unique_id": "macro.dbt.before_begin", - "macro_sql": "{% macro before_begin(sql) %}\n {{ make_hook_config(sql, inside_transaction=False) }}\n{% endmacro %}", - "depends_on": { "macros": ["macro.dbt.make_hook_config"] }, + "package_name": "elementary", + "path": "macros/edr/dbt_artifacts/upload_dbt_metrics.sql", + "original_file_path": "macros/edr/dbt_artifacts/upload_dbt_metrics.sql", + "unique_id": "macro.elementary.get_dbt_metrics_empty_table_query", + "macro_sql": "{% macro get_dbt_metrics_empty_table_query() %}\n {% set dbt_metrics_empty_table_query = elementary.empty_table([('unique_id', 'string'),\n ('name', 'string'),\n ('label', 'string'),\n ('model', 'string'),\n ('type', 'string'),\n ('sql', 'long_string'),\n ('timestamp', 'string'),\n ('filters', 'long_string'),\n ('time_grains', 'long_string'),\n ('dimensions', 'long_string'),\n ('depends_on_macros', 'long_string'),\n ('depends_on_nodes', 'long_string'),\n ('description', 'long_string'),\n ('tags', 'long_string'),\n ('meta', 'long_string'),\n ('package_name', 'string'),\n ('original_path', 'long_string'),\n ('path', 'string'),\n ('generated_at', 'string'),\n ('metadata_hash', 'string'),\n ]) %}\n {{ return(dbt_metrics_empty_table_query) }}\n{% endmacro %}", + "depends_on": { "macros": ["macro.elementary.empty_table"] }, "description": "", "meta": {}, "docs": { "show": true, "node_color": null }, "patch_path": null, "arguments": [], - "created_at": 1693603073.627221, + "created_at": 1699027426.340363, "supported_languages": null }, - "macro.dbt.in_transaction": { - "name": "in_transaction", + "macro.elementary.flatten_metric": { + "name": "flatten_metric", "resource_type": "macro", - "package_name": "dbt", - "path": "macros/materializations/hooks.sql", - "original_file_path": "macros/materializations/hooks.sql", - "unique_id": "macro.dbt.in_transaction", - "macro_sql": "{% macro in_transaction(sql) %}\n {{ make_hook_config(sql, inside_transaction=True) }}\n{% endmacro %}", - "depends_on": { "macros": ["macro.dbt.make_hook_config"] }, + "package_name": "elementary", + "path": "macros/edr/dbt_artifacts/upload_dbt_metrics.sql", + "original_file_path": "macros/edr/dbt_artifacts/upload_dbt_metrics.sql", + "unique_id": "macro.elementary.flatten_metric", + "macro_sql": "{% macro flatten_metric(node_dict) %}\n {% set depends_on_dict = elementary.safe_get_with_default(node_dict, 'depends_on', {}) %}\n {% set meta_dict = elementary.safe_get_with_default(node_dict, 'meta', {}) %}\n {% set tags = elementary.safe_get_with_default(node_dict, 'tags', []) %}\n {% set flatten_metric_metadata_dict = {\n 'unique_id': node_dict.get('unique_id'),\n 'name': node_dict.get('name'),\n 'label': node_dict.get('label'),\n 'model': node_dict.get('model'),\n 'type': node_dict.get('type'),\n 'sql': node_dict.get('sql'),\n 'timestamp': node_dict.get('timestamp'),\n 'filters': node_dict.get('filters', {}),\n 'time_grains': elementary.filter_none_and_sort(node_dict.get('time_grains', [])),\n 'dimensions': elementary.filter_none_and_sort(node_dict.get('dimensions', [])),\n 'depends_on_macros': elementary.filter_none_and_sort(depends_on_dict.get('macros', [])),\n 'depends_on_nodes': elementary.filter_none_and_sort(depends_on_dict.get('nodes', [])),\n 'description': node_dict.get('description'),\n 'tags': elementary.filter_none_and_sort(tags),\n 'meta': meta_dict,\n 'package_name': node_dict.get('package_name'),\n 'original_path': node_dict.get('original_file_path'),\n 'path': node_dict.get('path'),\n 'generated_at': elementary.datetime_now_utc_as_string()\n }%}\n {% do flatten_metric_metadata_dict.update({\"metadata_hash\": elementary.get_artifact_metadata_hash(flatten_metric_metadata_dict)}) %}\n {{ return(flatten_metric_metadata_dict) }}\n{% endmacro %}", + "depends_on": { + "macros": [ + "macro.elementary.safe_get_with_default", + "macro.elementary.filter_none_and_sort", + "macro.elementary.datetime_now_utc_as_string", + "macro.elementary.get_artifact_metadata_hash" + ] + }, "description": "", "meta": {}, "docs": { "show": true, "node_color": null }, "patch_path": null, "arguments": [], - "created_at": 1693603073.627363, + "created_at": 1699027426.342072, "supported_languages": null }, - "macro.dbt.after_commit": { - "name": "after_commit", + "macro.elementary.upload_dbt_tests": { + "name": "upload_dbt_tests", "resource_type": "macro", - "package_name": "dbt", - "path": "macros/materializations/hooks.sql", - "original_file_path": "macros/materializations/hooks.sql", - "unique_id": "macro.dbt.after_commit", - "macro_sql": "{% macro after_commit(sql) %}\n {{ make_hook_config(sql, inside_transaction=False) }}\n{% endmacro %}", - "depends_on": { "macros": ["macro.dbt.make_hook_config"] }, + "package_name": "elementary", + "path": "macros/edr/dbt_artifacts/upload_dbt_tests.sql", + "original_file_path": "macros/edr/dbt_artifacts/upload_dbt_tests.sql", + "unique_id": "macro.elementary.upload_dbt_tests", + "macro_sql": "{%- macro upload_dbt_tests(should_commit=false, metadata_hashes=none) -%}\n {% set relation = elementary.get_elementary_relation('dbt_tests') %}\n {% if execute and relation %}\n {% set tests = graph.nodes.values() | selectattr('resource_type', '==', 'test') %}\n {% do elementary.upload_artifacts_to_table(relation, tests, elementary.flatten_test, should_commit=should_commit, metadata_hashes=metadata_hashes) %}\n {%- endif -%}\n {{- return('') -}}\n{%- endmacro -%}\n\n\n\n\n", + "depends_on": { + "macros": [ + "macro.elementary.get_elementary_relation", + "macro.elementary.upload_artifacts_to_table" + ] + }, "description": "", "meta": {}, "docs": { "show": true, "node_color": null }, "patch_path": null, "arguments": [], - "created_at": 1693603073.627502, + "created_at": 1699027426.3521469, "supported_languages": null }, - "macro.dbt.set_sql_header": { - "name": "set_sql_header", + "macro.elementary.get_dbt_tests_empty_table_query": { + "name": "get_dbt_tests_empty_table_query", "resource_type": "macro", - "package_name": "dbt", - "path": "macros/materializations/configs.sql", - "original_file_path": "macros/materializations/configs.sql", - "unique_id": "macro.dbt.set_sql_header", - "macro_sql": "{% macro set_sql_header(config) -%}\n {{ config.set('sql_header', caller()) }}\n{%- endmacro %}", - "depends_on": { "macros": [] }, + "package_name": "elementary", + "path": "macros/edr/dbt_artifacts/upload_dbt_tests.sql", + "original_file_path": "macros/edr/dbt_artifacts/upload_dbt_tests.sql", + "unique_id": "macro.elementary.get_dbt_tests_empty_table_query", + "macro_sql": "{% macro get_dbt_tests_empty_table_query() %}\n {% set dbt_tests_empty_table_query = elementary.empty_table([('unique_id', 'string'),\n ('database_name', 'string'),\n ('schema_name', 'string'),\n ('name', 'string'),\n ('short_name', 'string'),\n ('alias', 'string'),\n ('test_column_name', 'string'),\n ('severity', 'string'),\n ('warn_if', 'string'),\n ('error_if', 'string'),\n ('test_params', 'long_string'),\n ('test_namespace', 'string'),\n ('tags', 'long_string'),\n ('model_tags', 'long_string'),\n ('model_owners', 'long_string'),\n ('meta', 'long_string'),\n ('depends_on_macros', 'long_string'),\n ('depends_on_nodes', 'long_string'),\n ('parent_model_unique_id', 'string'),\n ('description', 'long_string'),\n ('package_name', 'string'),\n ('type', 'string'),\n ('original_path', 'long_string'),\n ('path', 'string'),\n ('generated_at', 'string'),\n ('metadata_hash', 'string'),\n ('quality_dimension', 'string')\n ]) %}\n {{ return(dbt_tests_empty_table_query) }}\n{% endmacro %}", + "depends_on": { "macros": ["macro.elementary.empty_table"] }, "description": "", "meta": {}, "docs": { "show": true, "node_color": null }, "patch_path": null, "arguments": [], - "created_at": 1693603073.627871, + "created_at": 1699027426.3534222, "supported_languages": null }, - "macro.dbt.should_full_refresh": { - "name": "should_full_refresh", + "macro.elementary.flatten_test": { + "name": "flatten_test", "resource_type": "macro", - "package_name": "dbt", - "path": "macros/materializations/configs.sql", - "original_file_path": "macros/materializations/configs.sql", - "unique_id": "macro.dbt.should_full_refresh", - "macro_sql": "{% macro should_full_refresh() %}\n {% set config_full_refresh = config.get('full_refresh') %}\n {% if config_full_refresh is none %}\n {% set config_full_refresh = flags.FULL_REFRESH %}\n {% endif %}\n {% do return(config_full_refresh) %}\n{% endmacro %}", - "depends_on": { "macros": [] }, + "package_name": "elementary", + "path": "macros/edr/dbt_artifacts/upload_dbt_tests.sql", + "original_file_path": "macros/edr/dbt_artifacts/upload_dbt_tests.sql", + "unique_id": "macro.elementary.flatten_test", + "macro_sql": "{% macro flatten_test(node_dict) %}\n {% set config_dict = elementary.safe_get_with_default(node_dict, 'config', {}) %}\n {% set depends_on_dict = elementary.safe_get_with_default(node_dict, 'depends_on', {}) %}\n\n {% set test_metadata = elementary.safe_get_with_default(node_dict, 'test_metadata', {}) %}\n {% set test_namespace = test_metadata.get('namespace') %}\n {% set test_short_name = elementary.get_test_short_name(node_dict, test_metadata) %}\n\n {% set default_description = elementary.get_default_description(test_short_name, test_namespace) %}\n\n {% set config_meta_dict = elementary.safe_get_with_default(config_dict, 'meta', {}) %}\n {% set meta_dict = {} %}\n {% if default_description %}\n {% set meta_dict = {'description': default_description} %} \n {% endif %}\n {% do meta_dict.update(elementary.safe_get_with_default(node_dict, 'meta', {})) %}\n {% do meta_dict.update(config_meta_dict) %}\n\n {% set config_tags = elementary.safe_get_with_default(config_dict, 'tags', []) %}\n {% set global_tags = elementary.safe_get_with_default(node_dict, 'tags', []) %}\n {% set meta_tags = elementary.safe_get_with_default(meta_dict, 'tags', []) %}\n {% set tags = elementary.union_lists(config_tags, global_tags) %}\n {% set tags = elementary.union_lists(tags, meta_tags) %}\n\n {% set test_model_unique_ids = elementary.get_parent_model_unique_ids_from_test_node(node_dict) %}\n {% set test_model_nodes = elementary.get_nodes_by_unique_ids(test_model_unique_ids) %}\n {% set test_models_owners = [] %}\n {% set test_models_tags = [] %}\n {% for test_model_node in test_model_nodes %}\n {% set flatten_test_model_node = elementary.flatten_model(test_model_node) %}\n {% set test_model_owner = flatten_test_model_node.get('owner') %}\n {% if test_model_owner %}\n {% if test_model_owner is string %}\n {% set owners = test_model_owner.split(',') %}\n {% for owner in owners %}\n {% do test_models_owners.append(owner | trim) %} \n {% endfor %}\n {% elif test_model_owner is iterable %}\n {% do test_models_owners.extend(test_model_owner) %}\n {% endif %}\n {% endif %}\n {% set test_model_tags = flatten_test_model_node.get('tags') %}\n {% if test_model_tags and test_model_tags is sequence %}\n {% do test_models_tags.extend(test_model_tags) %}\n {% endif %}\n {% endfor %}\n {% set test_models_owners = test_models_owners | unique | list %}\n {% set test_models_tags = test_models_tags | unique | list %}\n\n {% set test_kwargs = elementary.safe_get_with_default(test_metadata, 'kwargs', {}) %}\n\n {% set primary_test_model_id = namespace(data=none) %}\n {% if test_model_unique_ids | length == 1 %}\n {# if only one parent model for this test, simply use this model #}\n {% set primary_test_model_id.data = test_model_unique_ids[0] %}\n {% else %}\n {% set test_model_jinja = test_kwargs.get('model') %}\n {% if test_model_jinja %}\n {% set test_model_name_matches =\n modules.re.findall(\"ref\\(['\\\"](\\w+)['\\\"]\\)\", test_model_jinja) +\n modules.re.findall(\"source\\(['\\\"]\\w+['\\\"], ['\\\"](\\w+)['\\\"]\\)\", test_model_jinja) %}\n {% if test_model_name_matches | length == 1 %}\n {% set test_model_name = test_model_name_matches[0] %}\n {% for test_model_unique_id in test_model_unique_ids %}\n {% set split_test_model_unique_id = test_model_unique_id.split('.') %}\n {% if split_test_model_unique_id and split_test_model_unique_id | length > 0 %}\n {% set test_node_model_name = split_test_model_unique_id[-1] %}\n {% if test_node_model_name == test_model_name %}\n {% set primary_test_model_id.data = test_model_unique_id %}\n {% endif %}\n {% endif %}\n {% endfor %}\n {% endif %}\n {% endif %}\n {% endif %}\n\n {% set primary_test_model_database = none %}\n {% set primary_test_model_schema = none %}\n {%- if primary_test_model_id.data is not none -%}\n {% set tested_model_node = elementary.get_node(primary_test_model_id.data) %}\n {%- if tested_model_node -%}\n {% set primary_test_model_database = tested_model_node.get('database') %}\n {% set primary_test_model_schema = tested_model_node.get('schema') %}\n {%- endif -%}\n {%- endif -%}\n\n {%- if primary_test_model_database is none or primary_test_model_schema is none -%}\n {# This is mainly here to support singular test cases with multiple referred models, in this case the tested node is being used to extract the db and schema #}\n {% set primary_test_model_database, primary_test_model_schema = elementary.get_model_database_and_schema_from_test_node(node_dict) %}\n {%- endif -%}\n\n {% set original_file_path = node_dict.get('original_file_path') %}\n {% set flatten_test_metadata_dict = {\n 'unique_id': node_dict.get('unique_id'),\n 'short_name': test_short_name,\n 'alias': node_dict.get('alias'),\n 'test_column_name': node_dict.get('column_name'),\n 'severity': config_dict.get('severity'),\n 'warn_if': config_dict.get('warn_if'),\n 'error_if': config_dict.get('error_if'),\n 'test_params': test_kwargs,\n 'test_namespace': test_namespace,\n 'tags': elementary.filter_none_and_sort(tags),\n 'model_tags': elementary.filter_none_and_sort(test_models_tags),\n 'model_owners': elementary.filter_none_and_sort(test_models_owners),\n 'meta': meta_dict,\n 'database_name': primary_test_model_database,\n 'schema_name': primary_test_model_schema,\n 'depends_on_macros': elementary.filter_none_and_sort(depends_on_dict.get('macros', [])),\n 'depends_on_nodes': elementary.filter_none_and_sort(depends_on_dict.get('nodes', [])),\n 'parent_model_unique_id': primary_test_model_id.data,\n 'description': meta_dict.get('description'),\n 'name': node_dict.get('name'),\n 'package_name': node_dict.get('package_name'),\n 'type': elementary.get_test_sub_type(original_file_path, test_namespace),\n 'original_path': original_file_path,\n 'compiled_code': elementary.get_compiled_code(node_dict),\n 'path': node_dict.get('path'),\n 'generated_at': elementary.datetime_now_utc_as_string(),\n 'quality_dimension': meta_dict.get('quality_dimension') or elementary.get_quality_dimension(test_short_name, test_namespace)\n }%}\n {% do flatten_test_metadata_dict.update({\"metadata_hash\": elementary.get_artifact_metadata_hash(flatten_test_metadata_dict)}) %}\n {{ return(flatten_test_metadata_dict) }}\n{% endmacro %}", + "depends_on": { + "macros": [ + "macro.elementary.safe_get_with_default", + "macro.elementary.get_test_short_name", + "macro.elementary.get_default_description", + "macro.elementary.union_lists", + "macro.elementary.get_parent_model_unique_ids_from_test_node", + "macro.elementary.get_nodes_by_unique_ids", + "macro.elementary.flatten_model", + "macro.elementary.get_node", + "macro.elementary.get_model_database_and_schema_from_test_node", + "macro.elementary.filter_none_and_sort", + "macro.elementary.get_test_sub_type", + "macro.elementary.get_compiled_code", + "macro.elementary.datetime_now_utc_as_string", + "macro.elementary.get_quality_dimension", + "macro.elementary.get_artifact_metadata_hash" + ] + }, "description": "", "meta": {}, "docs": { "show": true, "node_color": null }, "patch_path": null, "arguments": [], - "created_at": 1693603073.62817, + "created_at": 1699027426.359475, "supported_languages": null }, - "macro.dbt.should_store_failures": { - "name": "should_store_failures", + "macro.elementary.get_test_sub_type": { + "name": "get_test_sub_type", "resource_type": "macro", - "package_name": "dbt", - "path": "macros/materializations/configs.sql", - "original_file_path": "macros/materializations/configs.sql", - "unique_id": "macro.dbt.should_store_failures", - "macro_sql": "{% macro should_store_failures() %}\n {% set config_store_failures = config.get('store_failures') %}\n {% if config_store_failures is none %}\n {% set config_store_failures = flags.STORE_FAILURES %}\n {% endif %}\n {% do return(config_store_failures) %}\n{% endmacro %}", + "package_name": "elementary", + "path": "macros/edr/dbt_artifacts/upload_dbt_tests.sql", + "original_file_path": "macros/edr/dbt_artifacts/upload_dbt_tests.sql", + "unique_id": "macro.elementary.get_test_sub_type", + "macro_sql": "{% macro get_test_sub_type(test_path, test_namespace = none) %}\n {% set test_type = 'generic' %}\n {%- if test_namespace == 'dbt_expectations' -%}\n {% set test_type = 'expectation' %}\n {%- elif 'tests/generic' in test_path or 'macros/' in test_path -%}\n {% set test_type = 'generic' %}\n {%- elif 'tests/' in test_path -%}\n {% set test_type = 'singular' %}\n {%- endif -%}\n {{- return(test_type) -}}\n{%- endmacro -%}\n\n\n", "depends_on": { "macros": [] }, "description": "", "meta": {}, "docs": { "show": true, "node_color": null }, "patch_path": null, "arguments": [], - "created_at": 1693603073.6287518, + "created_at": 1699027426.359988, "supported_languages": null }, - "macro.dbt.snapshot_merge_sql": { - "name": "snapshot_merge_sql", + "macro.elementary.get_test_short_name": { + "name": "get_test_short_name", "resource_type": "macro", - "package_name": "dbt", - "path": "macros/materializations/snapshots/snapshot_merge.sql", - "original_file_path": "macros/materializations/snapshots/snapshot_merge.sql", - "unique_id": "macro.dbt.snapshot_merge_sql", - "macro_sql": "{% macro snapshot_merge_sql(target, source, insert_cols) -%}\n {{ adapter.dispatch('snapshot_merge_sql', 'dbt')(target, source, insert_cols) }}\n{%- endmacro %}", - "depends_on": { - "macros": ["macro.dbt_snowflake.snowflake__snapshot_merge_sql"] - }, + "package_name": "elementary", + "path": "macros/edr/dbt_artifacts/upload_dbt_tests.sql", + "original_file_path": "macros/edr/dbt_artifacts/upload_dbt_tests.sql", + "unique_id": "macro.elementary.get_test_short_name", + "macro_sql": "{% macro get_test_short_name(node_dict, test_metadata) %}\n {#\n If there is a custom name it overrides the dbt auto generated long name.\n This is a best effort to extract custom names.\n dbt automated name generation -\n - Generic test long name starts with the generic name or source_generic\n - Generic tests from packages long name starts with the package_generic or package_source_generic\n #}\n\n {% set generic_test_name = test_metadata.get('name') %} {# 'unique', 'relationships', 'volume_anomalies' etc #}\n {% set test_package_name = test_metadata.get('namespace') %}\n {% set test_instance_name = node_dict.get('name') %} {# Test custom name or dbt auto generated long name #}\n {%- if generic_test_name %}\n {%- if test_package_name == 'elementary' %}\n {{ return(generic_test_name) }}\n {%- elif test_package_name %}\n {% set test_short_name =\n generic_test_name if (test_instance_name.startswith(test_package_name + '_' + generic_test_name) or test_instance_name.startswith(test_package_name + '_source_' + generic_test_name))\n else test_instance_name\n %}\n {%- else %}\n {% set test_short_name =\n generic_test_name if (test_instance_name.startswith(generic_test_name) or test_instance_name.startswith('source_' + generic_test_name))\n else test_instance_name\n %}\n {%- endif %}\n {{ return(test_short_name) }}\n {%- else %}\n {{ return(test_instance_name) }}\n {%- endif %}\n{% endmacro %}", + "depends_on": { "macros": [] }, "description": "", "meta": {}, "docs": { "show": true, "node_color": null }, "patch_path": null, "arguments": [], - "created_at": 1693603073.629206, + "created_at": 1699027426.361009, "supported_languages": null }, - "macro.dbt.default__snapshot_merge_sql": { - "name": "default__snapshot_merge_sql", + "macro.elementary.get_default_description": { + "name": "get_default_description", "resource_type": "macro", - "package_name": "dbt", - "path": "macros/materializations/snapshots/snapshot_merge.sql", - "original_file_path": "macros/materializations/snapshots/snapshot_merge.sql", - "unique_id": "macro.dbt.default__snapshot_merge_sql", - "macro_sql": "{% macro default__snapshot_merge_sql(target, source, insert_cols) -%}\n {%- set insert_cols_csv = insert_cols | join(', ') -%}\n\n merge into {{ target }} as DBT_INTERNAL_DEST\n using {{ source }} as DBT_INTERNAL_SOURCE\n on DBT_INTERNAL_SOURCE.dbt_scd_id = DBT_INTERNAL_DEST.dbt_scd_id\n\n when matched\n and DBT_INTERNAL_DEST.dbt_valid_to is null\n and DBT_INTERNAL_SOURCE.dbt_change_type in ('update', 'delete')\n then update\n set dbt_valid_to = DBT_INTERNAL_SOURCE.dbt_valid_to\n\n when not matched\n and DBT_INTERNAL_SOURCE.dbt_change_type = 'insert'\n then insert ({{ insert_cols_csv }})\n values ({{ insert_cols_csv }})\n\n{% endmacro %}", - "depends_on": { "macros": [] }, + "package_name": "elementary", + "path": "macros/edr/dbt_artifacts/upload_dbt_tests.sql", + "original_file_path": "macros/edr/dbt_artifacts/upload_dbt_tests.sql", + "unique_id": "macro.elementary.get_default_description", + "macro_sql": "{% macro get_default_description(short_name, test_namespace = none) %}\n {% set description = none %}\n {% set common_test_config = elementary.get_common_test_config_by_namespace_and_name(test_namespace, short_name) %}\n {% if common_test_config %}\n {% set description = common_test_config.get(\"description\") %}\n {% endif %}\n {% do return(description) %}\n{% endmacro %}", + "depends_on": { + "macros": [ + "macro.elementary.get_common_test_config_by_namespace_and_name" + ] + }, "description": "", "meta": {}, "docs": { "show": true, "node_color": null }, "patch_path": null, "arguments": [], - "created_at": 1693603073.6295, + "created_at": 1699027426.361402, "supported_languages": null }, - "macro.dbt.strategy_dispatch": { - "name": "strategy_dispatch", + "macro.elementary.get_quality_dimension": { + "name": "get_quality_dimension", "resource_type": "macro", - "package_name": "dbt", - "path": "macros/materializations/snapshots/strategies.sql", - "original_file_path": "macros/materializations/snapshots/strategies.sql", - "unique_id": "macro.dbt.strategy_dispatch", - "macro_sql": "{% macro strategy_dispatch(name) -%}\n{% set original_name = name %}\n {% if '.' in name %}\n {% set package_name, name = name.split(\".\", 1) %}\n {% else %}\n {% set package_name = none %}\n {% endif %}\n\n {% if package_name is none %}\n {% set package_context = context %}\n {% elif package_name in context %}\n {% set package_context = context[package_name] %}\n {% else %}\n {% set error_msg %}\n Could not find package '{{package_name}}', called with '{{original_name}}'\n {% endset %}\n {{ exceptions.raise_compiler_error(error_msg | trim) }}\n {% endif %}\n\n {%- set search_name = 'snapshot_' ~ name ~ '_strategy' -%}\n\n {% if search_name not in package_context %}\n {% set error_msg %}\n The specified strategy macro '{{name}}' was not found in package '{{ package_name }}'\n {% endset %}\n {{ exceptions.raise_compiler_error(error_msg | trim) }}\n {% endif %}\n {{ return(package_context[search_name]) }}\n{%- endmacro %}", - "depends_on": { "macros": [] }, + "package_name": "elementary", + "path": "macros/edr/dbt_artifacts/upload_dbt_tests.sql", + "original_file_path": "macros/edr/dbt_artifacts/upload_dbt_tests.sql", + "unique_id": "macro.elementary.get_quality_dimension", + "macro_sql": "{% macro get_quality_dimension(short_name, test_namespace = none) %}\n {% set quality_dimension = none %}\n {% set common_test_config = elementary.get_common_test_config_by_namespace_and_name(test_namespace, short_name) %}\n {% if common_test_config %}\n {% set quality_dimension = common_test_config.get(\"quality_dimension\") %}\n {% endif %}\n {% do return(quality_dimension) %}\n{% endmacro %}", + "depends_on": { + "macros": [ + "macro.elementary.get_common_test_config_by_namespace_and_name" + ] + }, "description": "", "meta": {}, "docs": { "show": true, "node_color": null }, "patch_path": null, "arguments": [], - "created_at": 1693603073.6330729, + "created_at": 1699027426.361824, "supported_languages": null }, - "macro.dbt.snapshot_hash_arguments": { - "name": "snapshot_hash_arguments", + "macro.elementary.upload_dbt_exposures": { + "name": "upload_dbt_exposures", "resource_type": "macro", - "package_name": "dbt", - "path": "macros/materializations/snapshots/strategies.sql", - "original_file_path": "macros/materializations/snapshots/strategies.sql", - "unique_id": "macro.dbt.snapshot_hash_arguments", - "macro_sql": "{% macro snapshot_hash_arguments(args) -%}\n {{ adapter.dispatch('snapshot_hash_arguments', 'dbt')(args) }}\n{%- endmacro %}", + "package_name": "elementary", + "path": "macros/edr/dbt_artifacts/upload_dbt_exposures.sql", + "original_file_path": "macros/edr/dbt_artifacts/upload_dbt_exposures.sql", + "unique_id": "macro.elementary.upload_dbt_exposures", + "macro_sql": "{%- macro upload_dbt_exposures(should_commit=false, metadata_hashes=none) -%}\n {% set relation = elementary.get_elementary_relation('dbt_exposures') %}\n {% if execute and relation %}\n {% set exposures = graph.exposures.values() | selectattr('resource_type', '==', 'exposure') %}\n {% do elementary.upload_artifacts_to_table(relation, exposures, elementary.flatten_exposure, should_commit=should_commit, metadata_hashes=metadata_hashes) %}\n {%- endif -%}\n {{- return('') -}}\n{%- endmacro -%}\n\n\n\n", "depends_on": { - "macros": ["macro.dbt.default__snapshot_hash_arguments"] + "macros": [ + "macro.elementary.get_elementary_relation", + "macro.elementary.upload_artifacts_to_table" + ] }, "description": "", "meta": {}, "docs": { "show": true, "node_color": null }, "patch_path": null, "arguments": [], - "created_at": 1693603073.63325, + "created_at": 1699027426.366509, "supported_languages": null }, - "macro.dbt.default__snapshot_hash_arguments": { - "name": "default__snapshot_hash_arguments", + "macro.elementary.get_dbt_exposures_empty_table_query": { + "name": "get_dbt_exposures_empty_table_query", "resource_type": "macro", - "package_name": "dbt", - "path": "macros/materializations/snapshots/strategies.sql", - "original_file_path": "macros/materializations/snapshots/strategies.sql", - "unique_id": "macro.dbt.default__snapshot_hash_arguments", - "macro_sql": "{% macro default__snapshot_hash_arguments(args) -%}\n md5({%- for arg in args -%}\n coalesce(cast({{ arg }} as varchar ), '')\n {% if not loop.last %} || '|' || {% endif %}\n {%- endfor -%})\n{%- endmacro %}", - "depends_on": { "macros": [] }, + "package_name": "elementary", + "path": "macros/edr/dbt_artifacts/upload_dbt_exposures.sql", + "original_file_path": "macros/edr/dbt_artifacts/upload_dbt_exposures.sql", + "unique_id": "macro.elementary.get_dbt_exposures_empty_table_query", + "macro_sql": "{% macro get_dbt_exposures_empty_table_query() %}\n {% set dbt_exposures_empty_table_query = elementary.empty_table([('unique_id', 'string'),\n ('name', 'string'),\n ('maturity', 'string'),\n ('type', 'string'),\n ('owner_email', 'string'),\n ('owner_name', 'string'),\n ('url', 'long_string'),\n ('depends_on_macros', 'long_string'),\n ('depends_on_nodes', 'long_string'),\n ('description', 'long_string'),\n ('tags', 'long_string'),\n ('meta', 'long_string'),\n ('package_name', 'string'),\n ('original_path', 'long_string'),\n ('path', 'string'),\n ('generated_at', 'string'),\n ('metadata_hash', 'string'),\n ('label', 'string'),\n ]) %}\n {{ return(dbt_exposures_empty_table_query) }}\n{% endmacro %}", + "depends_on": { "macros": ["macro.elementary.empty_table"] }, "description": "", "meta": {}, "docs": { "show": true, "node_color": null }, "patch_path": null, "arguments": [], - "created_at": 1693603073.633467, + "created_at": 1699027426.367403, "supported_languages": null }, - "macro.dbt.snapshot_timestamp_strategy": { - "name": "snapshot_timestamp_strategy", + "macro.elementary.flatten_exposure": { + "name": "flatten_exposure", "resource_type": "macro", - "package_name": "dbt", - "path": "macros/materializations/snapshots/strategies.sql", - "original_file_path": "macros/materializations/snapshots/strategies.sql", - "unique_id": "macro.dbt.snapshot_timestamp_strategy", - "macro_sql": "{% macro snapshot_timestamp_strategy(node, snapshotted_rel, current_rel, config, target_exists) %}\n {% set primary_key = config['unique_key'] %}\n {% set updated_at = config['updated_at'] %}\n {% set invalidate_hard_deletes = config.get('invalidate_hard_deletes', false) %}\n\n {#/*\n The snapshot relation might not have an {{ updated_at }} value if the\n snapshot strategy is changed from `check` to `timestamp`. We\n should use a dbt-created column for the comparison in the snapshot\n table instead of assuming that the user-supplied {{ updated_at }}\n will be present in the historical data.\n\n See https://github.com/dbt-labs/dbt-core/issues/2350\n */ #}\n {% set row_changed_expr -%}\n ({{ snapshotted_rel }}.dbt_valid_from < {{ current_rel }}.{{ updated_at }})\n {%- endset %}\n\n {% set scd_id_expr = snapshot_hash_arguments([primary_key, updated_at]) %}\n\n {% do return({\n \"unique_key\": primary_key,\n \"updated_at\": updated_at,\n \"row_changed\": row_changed_expr,\n \"scd_id\": scd_id_expr,\n \"invalidate_hard_deletes\": invalidate_hard_deletes\n }) %}\n{% endmacro %}", - "depends_on": { "macros": ["macro.dbt.snapshot_hash_arguments"] }, + "package_name": "elementary", + "path": "macros/edr/dbt_artifacts/upload_dbt_exposures.sql", + "original_file_path": "macros/edr/dbt_artifacts/upload_dbt_exposures.sql", + "unique_id": "macro.elementary.flatten_exposure", + "macro_sql": "{% macro flatten_exposure(node_dict) %}\n {% set owner_dict = elementary.safe_get_with_default(node_dict, 'owner', {}) %}\n {% set depends_on_dict = elementary.safe_get_with_default(node_dict, 'depends_on', {}) %}\n {% set meta_dict = elementary.safe_get_with_default(node_dict, 'meta', {}) %}\n {% set tags = elementary.safe_get_with_default(node_dict, 'tags', []) %}\n {% set flatten_exposure_metadata_dict = {\n 'unique_id': node_dict.get('unique_id'),\n 'name': node_dict.get('name'),\n 'label': node_dict.get('label'),\n 'maturity': node_dict.get('maturity'),\n 'type': node_dict.get('type'),\n 'owner_email': owner_dict.get('email'),\n 'owner_name': owner_dict.get('name'),\n 'url': node_dict.get('url'),\n 'depends_on_macros': elementary.filter_none_and_sort(depends_on_dict.get('macros', [])),\n 'depends_on_nodes': elementary.filter_none_and_sort(depends_on_dict.get('nodes', [])),\n 'description': node_dict.get('description'),\n 'tags': elementary.filter_none_and_sort(tags),\n 'meta': meta_dict,\n 'package_name': node_dict.get('package_name'),\n 'original_path': node_dict.get('original_file_path'),\n 'path': node_dict.get('path'),\n 'generated_at': elementary.datetime_now_utc_as_string()\n }%}\n {% do flatten_exposure_metadata_dict.update({\"metadata_hash\": elementary.get_artifact_metadata_hash(flatten_exposure_metadata_dict)}) %}\n {{ return(flatten_exposure_metadata_dict) }}\n{% endmacro %}", + "depends_on": { + "macros": [ + "macro.elementary.safe_get_with_default", + "macro.elementary.filter_none_and_sort", + "macro.elementary.datetime_now_utc_as_string", + "macro.elementary.get_artifact_metadata_hash" + ] + }, "description": "", "meta": {}, "docs": { "show": true, "node_color": null }, "patch_path": null, "arguments": [], - "created_at": 1693603073.634155, + "created_at": 1699027426.3689952, "supported_languages": null }, - "macro.dbt.snapshot_string_as_time": { - "name": "snapshot_string_as_time", + "macro.elementary.upload_dbt_columns": { + "name": "upload_dbt_columns", "resource_type": "macro", - "package_name": "dbt", - "path": "macros/materializations/snapshots/strategies.sql", - "original_file_path": "macros/materializations/snapshots/strategies.sql", - "unique_id": "macro.dbt.snapshot_string_as_time", - "macro_sql": "{% macro snapshot_string_as_time(timestamp) -%}\n {{ adapter.dispatch('snapshot_string_as_time', 'dbt')(timestamp) }}\n{%- endmacro %}", + "package_name": "elementary", + "path": "macros/edr/dbt_artifacts/dbt_columns/upload_dbt_columns.sql", + "original_file_path": "macros/edr/dbt_artifacts/dbt_columns/upload_dbt_columns.sql", + "unique_id": "macro.elementary.upload_dbt_columns", + "macro_sql": "{% macro upload_dbt_columns() %}\n {% set relation = elementary.get_elementary_relation(\"dbt_columns\") %}\n {% if execute and relation %}\n {% set dbt_columns_query = elementary.get_dbt_columns_query(is_model_build_context=false) %}\n {% do elementary.create_or_replace(false, relation, dbt_columns_query) %}\n {% endif %}\n{% endmacro %}", "depends_on": { "macros": [ - "macro.dbt_snowflake.snowflake__snapshot_string_as_time" + "macro.elementary.get_elementary_relation", + "macro.elementary.get_dbt_columns_query", + "macro.elementary.create_or_replace" ] }, "description": "", @@ -3864,255 +21112,280 @@ "docs": { "show": true, "node_color": null }, "patch_path": null, "arguments": [], - "created_at": 1693603073.634312, + "created_at": 1699027426.369453, "supported_languages": null }, - "macro.dbt.default__snapshot_string_as_time": { - "name": "default__snapshot_string_as_time", + "macro.elementary.get_dbt_columns_materialized": { + "name": "get_dbt_columns_materialized", "resource_type": "macro", - "package_name": "dbt", - "path": "macros/materializations/snapshots/strategies.sql", - "original_file_path": "macros/materializations/snapshots/strategies.sql", - "unique_id": "macro.dbt.default__snapshot_string_as_time", - "macro_sql": "{% macro default__snapshot_string_as_time(timestamp) %}\n {% do exceptions.raise_not_implemented(\n 'snapshot_string_as_time macro not implemented for adapter '+adapter.type()\n ) %}\n{% endmacro %}", - "depends_on": { "macros": [] }, + "package_name": "elementary", + "path": "macros/edr/dbt_artifacts/dbt_columns/get_dbt_columns_materialization.sql", + "original_file_path": "macros/edr/dbt_artifacts/dbt_columns/get_dbt_columns_materialization.sql", + "unique_id": "macro.elementary.get_dbt_columns_materialized", + "macro_sql": "{% macro get_dbt_columns_materialized() %}\n {% if var(\"sync\", false) %}\n {% do return(\"table\") %}\n {% endif %}\n {% do return(adapter.dispatch(\"get_dbt_columns_materialized\", \"elementary\")()) %}\n{% endmacro %}", + "depends_on": { + "macros": [ + "macro.elementary.default__get_dbt_columns_materialized" + ] + }, "description": "", "meta": {}, "docs": { "show": true, "node_color": null }, "patch_path": null, "arguments": [], - "created_at": 1693603073.634489, + "created_at": 1699027426.36992, "supported_languages": null }, - "macro.dbt.snapshot_check_all_get_existing_columns": { - "name": "snapshot_check_all_get_existing_columns", + "macro.elementary.default__get_dbt_columns_materialized": { + "name": "default__get_dbt_columns_materialized", "resource_type": "macro", - "package_name": "dbt", - "path": "macros/materializations/snapshots/strategies.sql", - "original_file_path": "macros/materializations/snapshots/strategies.sql", - "unique_id": "macro.dbt.snapshot_check_all_get_existing_columns", - "macro_sql": "{% macro snapshot_check_all_get_existing_columns(node, target_exists, check_cols_config) -%}\n {%- if not target_exists -%}\n {#-- no table yet -> return whatever the query does --#}\n {{ return((false, query_columns)) }}\n {%- endif -%}\n\n {#-- handle any schema changes --#}\n {%- set target_relation = adapter.get_relation(database=node.database, schema=node.schema, identifier=node.alias) -%}\n\n {% if check_cols_config == 'all' %}\n {%- set query_columns = get_columns_in_query(node['compiled_code']) -%}\n\n {% elif check_cols_config is iterable and (check_cols_config | length) > 0 %}\n {#-- query for proper casing/quoting, to support comparison below --#}\n {%- set select_check_cols_from_target -%}\n {#-- N.B. The whitespace below is necessary to avoid edge case issue with comments --#}\n {#-- See: https://github.com/dbt-labs/dbt-core/issues/6781 --#}\n select {{ check_cols_config | join(', ') }} from (\n {{ node['compiled_code'] }}\n ) subq\n {%- endset -%}\n {% set query_columns = get_columns_in_query(select_check_cols_from_target) %}\n\n {% else %}\n {% do exceptions.raise_compiler_error(\"Invalid value for 'check_cols': \" ~ check_cols_config) %}\n {% endif %}\n\n {%- set existing_cols = adapter.get_columns_in_relation(target_relation) | map(attribute = 'name') | list -%}\n {%- set ns = namespace() -%} {#-- handle for-loop scoping with a namespace --#}\n {%- set ns.column_added = false -%}\n\n {%- set intersection = [] -%}\n {%- for col in query_columns -%}\n {%- if col in existing_cols -%}\n {%- do intersection.append(adapter.quote(col)) -%}\n {%- else -%}\n {% set ns.column_added = true %}\n {%- endif -%}\n {%- endfor -%}\n {{ return((ns.column_added, intersection)) }}\n{%- endmacro %}", - "depends_on": { "macros": ["macro.dbt.get_columns_in_query"] }, + "package_name": "elementary", + "path": "macros/edr/dbt_artifacts/dbt_columns/get_dbt_columns_materialization.sql", + "original_file_path": "macros/edr/dbt_artifacts/dbt_columns/get_dbt_columns_materialization.sql", + "unique_id": "macro.elementary.default__get_dbt_columns_materialized", + "macro_sql": "{% macro default__get_dbt_columns_materialized() %}\n {% do return(\"view\") %}\n{% endmacro %}", + "depends_on": { "macros": [] }, "description": "", "meta": {}, "docs": { "show": true, "node_color": null }, "patch_path": null, "arguments": [], - "created_at": 1693603073.63586, + "created_at": 1699027426.370052, "supported_languages": null }, - "macro.dbt.snapshot_check_strategy": { - "name": "snapshot_check_strategy", + "macro.elementary.bigquery__get_dbt_columns_materialized": { + "name": "bigquery__get_dbt_columns_materialized", "resource_type": "macro", - "package_name": "dbt", - "path": "macros/materializations/snapshots/strategies.sql", - "original_file_path": "macros/materializations/snapshots/strategies.sql", - "unique_id": "macro.dbt.snapshot_check_strategy", - "macro_sql": "{% macro snapshot_check_strategy(node, snapshotted_rel, current_rel, config, target_exists) %}\n {% set check_cols_config = config['check_cols'] %}\n {% set primary_key = config['unique_key'] %}\n {% set invalidate_hard_deletes = config.get('invalidate_hard_deletes', false) %}\n {% set updated_at = config.get('updated_at', snapshot_get_time()) %}\n\n {% set column_added = false %}\n\n {% set column_added, check_cols = snapshot_check_all_get_existing_columns(node, target_exists, check_cols_config) %}\n\n {%- set row_changed_expr -%}\n (\n {%- if column_added -%}\n {{ get_true_sql() }}\n {%- else -%}\n {%- for col in check_cols -%}\n {{ snapshotted_rel }}.{{ col }} != {{ current_rel }}.{{ col }}\n or\n (\n (({{ snapshotted_rel }}.{{ col }} is null) and not ({{ current_rel }}.{{ col }} is null))\n or\n ((not {{ snapshotted_rel }}.{{ col }} is null) and ({{ current_rel }}.{{ col }} is null))\n )\n {%- if not loop.last %} or {% endif -%}\n {%- endfor -%}\n {%- endif -%}\n )\n {%- endset %}\n\n {% set scd_id_expr = snapshot_hash_arguments([primary_key, updated_at]) %}\n\n {% do return({\n \"unique_key\": primary_key,\n \"updated_at\": updated_at,\n \"row_changed\": row_changed_expr,\n \"scd_id\": scd_id_expr,\n \"invalidate_hard_deletes\": invalidate_hard_deletes\n }) %}\n{% endmacro %}", - "depends_on": { - "macros": [ - "macro.dbt.snapshot_get_time", - "macro.dbt.snapshot_check_all_get_existing_columns", - "macro.dbt.get_true_sql", - "macro.dbt.snapshot_hash_arguments" - ] - }, + "package_name": "elementary", + "path": "macros/edr/dbt_artifacts/dbt_columns/get_dbt_columns_materialization.sql", + "original_file_path": "macros/edr/dbt_artifacts/dbt_columns/get_dbt_columns_materialization.sql", + "unique_id": "macro.elementary.bigquery__get_dbt_columns_materialized", + "macro_sql": "{% macro bigquery__get_dbt_columns_materialized() %}\n {% do return(\"incremental\") %}\n{% endmacro %}", + "depends_on": { "macros": [] }, "description": "", "meta": {}, "docs": { "show": true, "node_color": null }, "patch_path": null, "arguments": [], - "created_at": 1693603073.637182, + "created_at": 1699027426.3701901, "supported_languages": null }, - "macro.dbt.create_columns": { - "name": "create_columns", + "macro.elementary.get_dbt_columns_query": { + "name": "get_dbt_columns_query", "resource_type": "macro", - "package_name": "dbt", - "path": "macros/materializations/snapshots/helpers.sql", - "original_file_path": "macros/materializations/snapshots/helpers.sql", - "unique_id": "macro.dbt.create_columns", - "macro_sql": "{% macro create_columns(relation, columns) %}\n {{ adapter.dispatch('create_columns', 'dbt')(relation, columns) }}\n{% endmacro %}", - "depends_on": { "macros": ["macro.dbt.default__create_columns"] }, + "package_name": "elementary", + "path": "macros/edr/dbt_artifacts/dbt_columns/get_dbt_columns_query.sql", + "original_file_path": "macros/edr/dbt_artifacts/dbt_columns/get_dbt_columns_query.sql", + "unique_id": "macro.elementary.get_dbt_columns_query", + "macro_sql": "{% macro get_dbt_columns_query(is_model_build_context=true) %}\n {% if is_model_build_context %}\n {% set get_relation = ref %}\n {% else %}\n {% set get_relation = elementary.get_elementary_relation %}\n {% endif %}\n\n with dbt_models_data as (\n select\n database_name,\n schema_name,\n alias as table_name\n from {{ get_relation('dbt_models') }}\n ),\n\n dbt_snapshots_data as (\n select\n database_name,\n schema_name,\n alias as table_name\n from {{ get_relation('dbt_snapshots') }}\n ),\n\n dbt_sources_data as (\n select\n database_name,\n schema_name,\n name as table_name\n from {{ get_relation('dbt_sources') }}\n ),\n\n dbt_seeds_data as (\n select\n database_name,\n schema_name,\n name as table_name\n from {{ get_relation('dbt_seeds') }}\n ),\n\n tables_information as (\n select * from dbt_models_data\n union all\n select * from dbt_sources_data\n union all\n select * from dbt_snapshots_data\n union all\n select * from dbt_seeds_data\n ),\n\n columns_information as (\n {{ elementary.get_columns_in_project() }}\n ),\n\n dbt_columns as (\n select col_info.*\n from tables_information tbl_info\n join columns_information col_info\n on (lower(tbl_info.database_name) = lower(col_info.database_name) and\n lower(tbl_info.schema_name) = lower(col_info.schema_name) and\n lower(tbl_info.table_name) = lower(col_info.table_name)\n )\n )\n\n select *\n from dbt_columns\n{% endmacro %}", + "depends_on": { + "macros": ["macro.elementary.get_columns_in_project"] + }, "description": "", "meta": {}, "docs": { "show": true, "node_color": null }, "patch_path": null, "arguments": [], - "created_at": 1693603073.64123, + "created_at": 1699027426.3712971, "supported_languages": null }, - "macro.dbt.default__create_columns": { - "name": "default__create_columns", + "macro.elementary.get_anomaly_scores_query": { + "name": "get_anomaly_scores_query", "resource_type": "macro", - "package_name": "dbt", - "path": "macros/materializations/snapshots/helpers.sql", - "original_file_path": "macros/materializations/snapshots/helpers.sql", - "unique_id": "macro.dbt.default__create_columns", - "macro_sql": "{% macro default__create_columns(relation, columns) %}\n {% for column in columns %}\n {% call statement() %}\n alter table {{ relation }} add column \"{{ column.name }}\" {{ column.data_type }};\n {% endcall %}\n {% endfor %}\n{% endmacro %}", - "depends_on": { "macros": ["macro.dbt.statement"] }, + "package_name": "elementary", + "path": "macros/edr/data_monitoring/anomaly_detection/get_anomaly_scores_query.sql", + "original_file_path": "macros/edr/data_monitoring/anomaly_detection/get_anomaly_scores_query.sql", + "unique_id": "macro.elementary.get_anomaly_scores_query", + "macro_sql": "{% macro get_anomaly_scores_query(test_metrics_table_relation, model_relation, test_configuration, monitors, column_name = none, columns_only = false, metric_properties = none, data_monitoring_metrics_table=none) %}\n {%- set model_graph_node = elementary.get_model_graph_node(model_relation) %}\n {%- set full_table_name = elementary.model_node_to_full_name(model_graph_node) %}\n {%- set test_execution_id = elementary.get_test_execution_id() %}\n {%- set test_unique_id = elementary.get_test_unique_id() %}\n {%- if not data_monitoring_metrics_table %}\n {# data_monitoring_metrics_table is none except for integration-tests that test the get_anomaly_scores_query macro,\n and in which case it holds mock history metrics #}\n {%- set data_monitoring_metrics_table = ref('data_monitoring_metrics') %}\n {%- endif %}\n\n\n {%- if elementary.is_incremental_model(model_graph_node) %}\n {%- set latest_full_refresh = elementary.get_latest_full_refresh(model_graph_node) %}\n {%- else %}\n {%- set latest_full_refresh = none %}\n {%- endif %}\n\n {%- if test_configuration.seasonality == 'day_of_week' %}\n {%- set bucket_seasonality_expr = elementary.edr_day_of_week_expression('bucket_end') %}\n\n {%- elif test_configuration.seasonality == 'hour_of_day' %}\n {%- set bucket_seasonality_expr = elementary.edr_hour_of_day_expression('bucket_end') %}\n\n {%- elif test_configuration.seasonality == 'hour_of_week' %}\n {%- set bucket_seasonality_expr = elementary.edr_hour_of_week_expression('bucket_end') %}\n\n {%- else %}\n {%- set bucket_seasonality_expr = elementary.const_as_text('no_seasonality') %}\n {%- endif %}\n {%- set min_bucket_start_expr = elementary.get_trunc_min_bucket_start_expr(metric_properties, test_configuration.days_back) %}\n\n {%- set anomaly_scores_query %}\n\n with data_monitoring_metrics as (\n\n select\n id,\n full_table_name,\n column_name,\n metric_name,\n metric_value,\n source_value,\n bucket_start,\n bucket_end,\n bucket_duration_hours,\n updated_at,\n dimension,\n dimension_value,\n metric_properties\n from {{ data_monitoring_metrics_table }}\n {# We use bucket_end because non-timestamp tests have only bucket_end field. #}\n where\n bucket_end > {{ min_bucket_start_expr }}\n and metric_properties = {{ elementary.dict_to_quoted_json(metric_properties) }}\n {% if latest_full_refresh %}\n and updated_at > {{ elementary.edr_cast_as_timestamp(elementary.edr_quote(latest_full_refresh)) }}\n {% endif %}\n and upper(full_table_name) = upper('{{ full_table_name }}')\n and metric_name in {{ elementary.strings_list_to_tuple(monitors) }}\n {%- if column_name %}\n and upper(column_name) = upper('{{ column_name }}')\n {%- endif %}\n {%- if columns_only %}\n and column_name is not null\n {%- endif %}\n {% if test_configuration.dimensions %}\n and dimension = {{ elementary.edr_quote(elementary.join_list(test_configuration.dimensions, '; ')) }}\n {% endif %}\n ),\n\n union_metrics as (\n\n select * from data_monitoring_metrics\n union all\n select * from {{ test_metrics_table_relation }}\n\n ),\n\n grouped_metrics_duplicates as (\n\n select\n id,\n full_table_name,\n column_name,\n metric_name,\n metric_value,\n source_value,\n bucket_start,\n bucket_end,\n bucket_duration_hours,\n updated_at,\n dimension,\n dimension_value,\n row_number() over (partition by id order by updated_at desc) as row_number\n from union_metrics\n\n ),\n\n grouped_metrics as (\n\n select\n id as metric_id,\n full_table_name,\n column_name,\n dimension,\n dimension_value,\n metric_name,\n metric_value,\n source_value,\n bucket_start,\n bucket_end,\n {{ bucket_seasonality_expr }} as bucket_seasonality,\n bucket_duration_hours,\n updated_at\n from grouped_metrics_duplicates\n where row_number = 1\n\n ),\n\n time_window_aggregation as (\n\n select\n metric_id,\n full_table_name,\n column_name,\n dimension,\n dimension_value,\n metric_name,\n metric_value,\n source_value,\n bucket_start,\n bucket_end,\n bucket_seasonality,\n bucket_duration_hours,\n updated_at,\n avg(metric_value) over (partition by metric_name, full_table_name, column_name, dimension, dimension_value, bucket_seasonality order by bucket_end asc rows between unbounded preceding and current row) as training_avg,\n stddev(metric_value) over (partition by metric_name, full_table_name, column_name, dimension, dimension_value, bucket_seasonality order by bucket_end asc rows between unbounded preceding and current row) as training_stddev,\n count(metric_value) over (partition by metric_name, full_table_name, column_name, dimension, dimension_value, bucket_seasonality order by bucket_end asc rows between unbounded preceding and current row) as training_set_size,\n last_value(bucket_end) over (partition by metric_name, full_table_name, column_name, dimension, dimension_value, bucket_seasonality order by bucket_end asc rows between unbounded preceding and current row) training_end,\n first_value(bucket_end) over (partition by metric_name, full_table_name, column_name, dimension, dimension_value, bucket_seasonality order by bucket_end asc rows between unbounded preceding and current row) as training_start\n from grouped_metrics\n {{ dbt_utils.group_by(13) }}\n ),\n\n anomaly_scores as (\n\n select\n {{ elementary.generate_surrogate_key([\n 'metric_id',\n elementary.const_as_string(test_execution_id)\n ]) }} as id,\n metric_id,\n {{ elementary.const_as_string(test_execution_id) }} as test_execution_id,\n {{ elementary.const_as_string(test_unique_id) }} as test_unique_id,\n {{ elementary.current_timestamp_column() }} as detected_at,\n full_table_name,\n column_name,\n metric_name,\n case\n when training_stddev is null then null\n when training_stddev = 0 then 0\n else (metric_value - training_avg) / (training_stddev)\n end as anomaly_score,\n {{ test_configuration.anomaly_sensitivity }} as anomaly_score_threshold,\n source_value as anomalous_value,\n bucket_start,\n bucket_end,\n bucket_seasonality,\n metric_value,\n {% set min_metric_value_expr %}\n ((-1) * {{ test_configuration.anomaly_sensitivity }} * training_stddev + training_avg)\n {% endset %}\n case\n when training_stddev is null then null\n when {{ min_metric_value_expr }} > 0 or metric_name in {{ elementary.to_sql_list(elementary.get_negative_value_supported_metrics()) }} then {{ min_metric_value_expr }}\n else 0\n end as min_metric_value,\n case \n when training_stddev is null then null\n else {{ test_configuration.anomaly_sensitivity }} * training_stddev + training_avg\n end as max_metric_value,\n training_avg,\n training_stddev,\n training_set_size,\n training_start,\n training_end,\n dimension,\n dimension_value\n from time_window_aggregation\n where\n metric_value is not null\n and training_avg is not null\n )\n\n select * from anomaly_scores\n\n {% endset %}\n {{ return(anomaly_scores_query) }}\n{% endmacro %}", + "depends_on": { + "macros": [ + "macro.elementary.get_model_graph_node", + "macro.elementary.model_node_to_full_name", + "macro.elementary.get_test_execution_id", + "macro.elementary.get_test_unique_id", + "macro.elementary.is_incremental_model", + "macro.elementary.get_latest_full_refresh", + "macro.elementary.edr_day_of_week_expression", + "macro.elementary.edr_hour_of_day_expression", + "macro.elementary.edr_hour_of_week_expression", + "macro.elementary.const_as_text", + "macro.elementary.get_trunc_min_bucket_start_expr", + "macro.elementary.dict_to_quoted_json", + "macro.elementary.edr_cast_as_timestamp", + "macro.elementary.edr_quote", + "macro.elementary.strings_list_to_tuple", + "macro.elementary.join_list", + "macro.dbt_utils.group_by", + "macro.elementary.generate_surrogate_key", + "macro.elementary.const_as_string", + "macro.elementary.current_timestamp_column", + "macro.elementary.to_sql_list", + "macro.elementary.get_negative_value_supported_metrics" + ] + }, "description": "", "meta": {}, "docs": { "show": true, "node_color": null }, "patch_path": null, "arguments": [], - "created_at": 1693603073.6414988, + "created_at": 1699027426.380466, "supported_languages": null }, - "macro.dbt.post_snapshot": { - "name": "post_snapshot", + "macro.elementary.get_negative_value_supported_metrics": { + "name": "get_negative_value_supported_metrics", "resource_type": "macro", - "package_name": "dbt", - "path": "macros/materializations/snapshots/helpers.sql", - "original_file_path": "macros/materializations/snapshots/helpers.sql", - "unique_id": "macro.dbt.post_snapshot", - "macro_sql": "{% macro post_snapshot(staging_relation) %}\n {{ adapter.dispatch('post_snapshot', 'dbt')(staging_relation) }}\n{% endmacro %}", - "depends_on": { "macros": ["macro.dbt.default__post_snapshot"] }, + "package_name": "elementary", + "path": "macros/edr/data_monitoring/anomaly_detection/get_anomaly_scores_query.sql", + "original_file_path": "macros/edr/data_monitoring/anomaly_detection/get_anomaly_scores_query.sql", + "unique_id": "macro.elementary.get_negative_value_supported_metrics", + "macro_sql": "{% macro get_negative_value_supported_metrics() %}\n {% do return([\"min\", \"max\", \"average\", \"standard_deviation\", \"variance\", \"sum\"]) %}\n{% endmacro %}", + "depends_on": { "macros": [] }, "description": "", "meta": {}, "docs": { "show": true, "node_color": null }, "patch_path": null, "arguments": [], - "created_at": 1693603073.641661, + "created_at": 1699027426.3806772, "supported_languages": null }, - "macro.dbt.default__post_snapshot": { - "name": "default__post_snapshot", + "macro.elementary.row_count": { + "name": "row_count", "resource_type": "macro", - "package_name": "dbt", - "path": "macros/materializations/snapshots/helpers.sql", - "original_file_path": "macros/materializations/snapshots/helpers.sql", - "unique_id": "macro.dbt.default__post_snapshot", - "macro_sql": "{% macro default__post_snapshot(staging_relation) %}\n {# no-op #}\n{% endmacro %}", + "package_name": "elementary", + "path": "macros/edr/data_monitoring/monitors/table_monitors.sql", + "original_file_path": "macros/edr/data_monitoring/monitors/table_monitors.sql", + "unique_id": "macro.elementary.row_count", + "macro_sql": "{% macro row_count() -%}\n count(*)\n{%- endmacro %}", "depends_on": { "macros": [] }, "description": "", "meta": {}, "docs": { "show": true, "node_color": null }, "patch_path": null, "arguments": [], - "created_at": 1693603073.641744, + "created_at": 1699027426.380777, "supported_languages": null }, - "macro.dbt.get_true_sql": { - "name": "get_true_sql", + "macro.elementary.max_length": { + "name": "max_length", "resource_type": "macro", - "package_name": "dbt", - "path": "macros/materializations/snapshots/helpers.sql", - "original_file_path": "macros/materializations/snapshots/helpers.sql", - "unique_id": "macro.dbt.get_true_sql", - "macro_sql": "{% macro get_true_sql() %}\n {{ adapter.dispatch('get_true_sql', 'dbt')() }}\n{% endmacro %}", - "depends_on": { "macros": ["macro.dbt.default__get_true_sql"] }, + "package_name": "elementary", + "path": "macros/edr/data_monitoring/monitors/column_string_monitors.sql", + "original_file_path": "macros/edr/data_monitoring/monitors/column_string_monitors.sql", + "unique_id": "macro.elementary.max_length", + "macro_sql": "{% macro max_length(column_name) -%}\n max(length({{ column_name }}))\n{%- endmacro %}", + "depends_on": { "macros": [] }, "description": "", "meta": {}, "docs": { "show": true, "node_color": null }, "patch_path": null, "arguments": [], - "created_at": 1693603073.641883, + "created_at": 1699027426.3811, "supported_languages": null }, - "macro.dbt.default__get_true_sql": { - "name": "default__get_true_sql", + "macro.elementary.min_length": { + "name": "min_length", "resource_type": "macro", - "package_name": "dbt", - "path": "macros/materializations/snapshots/helpers.sql", - "original_file_path": "macros/materializations/snapshots/helpers.sql", - "unique_id": "macro.dbt.default__get_true_sql", - "macro_sql": "{% macro default__get_true_sql() %}\n {{ return('TRUE') }}\n{% endmacro %}", + "package_name": "elementary", + "path": "macros/edr/data_monitoring/monitors/column_string_monitors.sql", + "original_file_path": "macros/edr/data_monitoring/monitors/column_string_monitors.sql", + "unique_id": "macro.elementary.min_length", + "macro_sql": "{% macro min_length(column_name) -%}\n min(length({{ column_name }}))\n{%- endmacro %}", "depends_on": { "macros": [] }, "description": "", "meta": {}, "docs": { "show": true, "node_color": null }, "patch_path": null, "arguments": [], - "created_at": 1693603073.6419919, + "created_at": 1699027426.3811939, "supported_languages": null }, - "macro.dbt.snapshot_staging_table": { - "name": "snapshot_staging_table", + "macro.elementary.average_length": { + "name": "average_length", "resource_type": "macro", - "package_name": "dbt", - "path": "macros/materializations/snapshots/helpers.sql", - "original_file_path": "macros/materializations/snapshots/helpers.sql", - "unique_id": "macro.dbt.snapshot_staging_table", - "macro_sql": "{% macro snapshot_staging_table(strategy, source_sql, target_relation) -%}\n {{ adapter.dispatch('snapshot_staging_table', 'dbt')(strategy, source_sql, target_relation) }}\n{% endmacro %}", - "depends_on": { - "macros": ["macro.dbt.default__snapshot_staging_table"] - }, + "package_name": "elementary", + "path": "macros/edr/data_monitoring/monitors/column_string_monitors.sql", + "original_file_path": "macros/edr/data_monitoring/monitors/column_string_monitors.sql", + "unique_id": "macro.elementary.average_length", + "macro_sql": "{% macro average_length(column_name) -%}\n avg(length({{ column_name }}))\n{%- endmacro %}", + "depends_on": { "macros": [] }, "description": "", "meta": {}, "docs": { "show": true, "node_color": null }, "patch_path": null, "arguments": [], - "created_at": 1693603073.642186, + "created_at": 1699027426.381291, "supported_languages": null }, - "macro.dbt.default__snapshot_staging_table": { - "name": "default__snapshot_staging_table", + "macro.elementary.missing_count": { + "name": "missing_count", "resource_type": "macro", - "package_name": "dbt", - "path": "macros/materializations/snapshots/helpers.sql", - "original_file_path": "macros/materializations/snapshots/helpers.sql", - "unique_id": "macro.dbt.default__snapshot_staging_table", - "macro_sql": "{% macro default__snapshot_staging_table(strategy, source_sql, target_relation) -%}\n\n with snapshot_query as (\n\n {{ source_sql }}\n\n ),\n\n snapshotted_data as (\n\n select *,\n {{ strategy.unique_key }} as dbt_unique_key\n\n from {{ target_relation }}\n where dbt_valid_to is null\n\n ),\n\n insertions_source_data as (\n\n select\n *,\n {{ strategy.unique_key }} as dbt_unique_key,\n {{ strategy.updated_at }} as dbt_updated_at,\n {{ strategy.updated_at }} as dbt_valid_from,\n nullif({{ strategy.updated_at }}, {{ strategy.updated_at }}) as dbt_valid_to,\n {{ strategy.scd_id }} as dbt_scd_id\n\n from snapshot_query\n ),\n\n updates_source_data as (\n\n select\n *,\n {{ strategy.unique_key }} as dbt_unique_key,\n {{ strategy.updated_at }} as dbt_updated_at,\n {{ strategy.updated_at }} as dbt_valid_from,\n {{ strategy.updated_at }} as dbt_valid_to\n\n from snapshot_query\n ),\n\n {%- if strategy.invalidate_hard_deletes %}\n\n deletes_source_data as (\n\n select\n *,\n {{ strategy.unique_key }} as dbt_unique_key\n from snapshot_query\n ),\n {% endif %}\n\n insertions as (\n\n select\n 'insert' as dbt_change_type,\n source_data.*\n\n from insertions_source_data as source_data\n left outer join snapshotted_data on snapshotted_data.dbt_unique_key = source_data.dbt_unique_key\n where snapshotted_data.dbt_unique_key is null\n or (\n snapshotted_data.dbt_unique_key is not null\n and (\n {{ strategy.row_changed }}\n )\n )\n\n ),\n\n updates as (\n\n select\n 'update' as dbt_change_type,\n source_data.*,\n snapshotted_data.dbt_scd_id\n\n from updates_source_data as source_data\n join snapshotted_data on snapshotted_data.dbt_unique_key = source_data.dbt_unique_key\n where (\n {{ strategy.row_changed }}\n )\n )\n\n {%- if strategy.invalidate_hard_deletes -%}\n ,\n\n deletes as (\n\n select\n 'delete' as dbt_change_type,\n source_data.*,\n {{ snapshot_get_time() }} as dbt_valid_from,\n {{ snapshot_get_time() }} as dbt_updated_at,\n {{ snapshot_get_time() }} as dbt_valid_to,\n snapshotted_data.dbt_scd_id\n\n from snapshotted_data\n left join deletes_source_data as source_data on snapshotted_data.dbt_unique_key = source_data.dbt_unique_key\n where source_data.dbt_unique_key is null\n )\n {%- endif %}\n\n select * from insertions\n union all\n select * from updates\n {%- if strategy.invalidate_hard_deletes %}\n union all\n select * from deletes\n {%- endif %}\n\n{%- endmacro %}", - "depends_on": { "macros": ["macro.dbt.snapshot_get_time"] }, + "package_name": "elementary", + "path": "macros/edr/data_monitoring/monitors/column_string_monitors.sql", + "original_file_path": "macros/edr/data_monitoring/monitors/column_string_monitors.sql", + "unique_id": "macro.elementary.missing_count", + "macro_sql": "{% macro missing_count(column_name) %}\n coalesce(sum(case when {{ column_name }} is null then 1 when trim({{ column_name }}, ' ') = '' then 1 when lower({{ column_name }}) = 'null' then 1 else 0 end), 0)\n{% endmacro %}", + "depends_on": { "macros": [] }, "description": "", "meta": {}, "docs": { "show": true, "node_color": null }, "patch_path": null, "arguments": [], - "created_at": 1693603073.643061, + "created_at": 1699027426.3814259, "supported_languages": null }, - "macro.dbt.build_snapshot_table": { - "name": "build_snapshot_table", + "macro.elementary.missing_percent": { + "name": "missing_percent", "resource_type": "macro", - "package_name": "dbt", - "path": "macros/materializations/snapshots/helpers.sql", - "original_file_path": "macros/materializations/snapshots/helpers.sql", - "unique_id": "macro.dbt.build_snapshot_table", - "macro_sql": "{% macro build_snapshot_table(strategy, sql) -%}\n {{ adapter.dispatch('build_snapshot_table', 'dbt')(strategy, sql) }}\n{% endmacro %}", + "package_name": "elementary", + "path": "macros/edr/data_monitoring/monitors/column_string_monitors.sql", + "original_file_path": "macros/edr/data_monitoring/monitors/column_string_monitors.sql", + "unique_id": "macro.elementary.missing_percent", + "macro_sql": "{% macro missing_percent(column_name) %}\n {{ elementary.edr_percent(elementary.missing_count(column_name), elementary.row_count()) }}\n{% endmacro %}", "depends_on": { - "macros": ["macro.dbt.default__build_snapshot_table"] + "macros": [ + "macro.elementary.edr_percent", + "macro.elementary.missing_count", + "macro.elementary.row_count" + ] }, "description": "", "meta": {}, "docs": { "show": true, "node_color": null }, "patch_path": null, "arguments": [], - "created_at": 1693603073.643271, + "created_at": 1699027426.3816, "supported_languages": null }, - "macro.dbt.default__build_snapshot_table": { - "name": "default__build_snapshot_table", + "macro.elementary.null_count": { + "name": "null_count", "resource_type": "macro", - "package_name": "dbt", - "path": "macros/materializations/snapshots/helpers.sql", - "original_file_path": "macros/materializations/snapshots/helpers.sql", - "unique_id": "macro.dbt.default__build_snapshot_table", - "macro_sql": "{% macro default__build_snapshot_table(strategy, sql) %}\n\n select *,\n {{ strategy.scd_id }} as dbt_scd_id,\n {{ strategy.updated_at }} as dbt_updated_at,\n {{ strategy.updated_at }} as dbt_valid_from,\n nullif({{ strategy.updated_at }}, {{ strategy.updated_at }}) as dbt_valid_to\n from (\n {{ sql }}\n ) sbq\n\n{% endmacro %}", + "package_name": "elementary", + "path": "macros/edr/data_monitoring/monitors/column_any_type_monitors.sql", + "original_file_path": "macros/edr/data_monitoring/monitors/column_any_type_monitors.sql", + "unique_id": "macro.elementary.null_count", + "macro_sql": "{% macro null_count(column_name) %}\n coalesce(sum(case when {{ column_name }} is null then 1 else 0 end), 0)\n{% endmacro %}", "depends_on": { "macros": [] }, "description": "", "meta": {}, "docs": { "show": true, "node_color": null }, "patch_path": null, "arguments": [], - "created_at": 1693603073.643518, + "created_at": 1699027426.3817642, "supported_languages": null }, - "macro.dbt.build_snapshot_staging_table": { - "name": "build_snapshot_staging_table", + "macro.elementary.null_percent": { + "name": "null_percent", "resource_type": "macro", - "package_name": "dbt", - "path": "macros/materializations/snapshots/helpers.sql", - "original_file_path": "macros/materializations/snapshots/helpers.sql", - "unique_id": "macro.dbt.build_snapshot_staging_table", - "macro_sql": "{% macro build_snapshot_staging_table(strategy, sql, target_relation) %}\n {% set temp_relation = make_temp_relation(target_relation) %}\n\n {% set select = snapshot_staging_table(strategy, sql, target_relation) %}\n\n {% call statement('build_snapshot_staging_relation') %}\n {{ create_table_as(True, temp_relation, select) }}\n {% endcall %}\n\n {% do return(temp_relation) %}\n{% endmacro %}", + "package_name": "elementary", + "path": "macros/edr/data_monitoring/monitors/column_any_type_monitors.sql", + "original_file_path": "macros/edr/data_monitoring/monitors/column_any_type_monitors.sql", + "unique_id": "macro.elementary.null_percent", + "macro_sql": "{% macro null_percent(column_name) %}\n {{ elementary.edr_percent(elementary.null_count(column_name), elementary.row_count()) }}\n{% endmacro %}", "depends_on": { "macros": [ - "macro.dbt.make_temp_relation", - "macro.dbt.snapshot_staging_table", - "macro.dbt.statement", - "macro.dbt.create_table_as" + "macro.elementary.edr_percent", + "macro.elementary.null_count", + "macro.elementary.row_count" ] }, "description": "", @@ -4120,276 +21393,261 @@ "docs": { "show": true, "node_color": null }, "patch_path": null, "arguments": [], - "created_at": 1693603073.643939, + "created_at": 1699027426.381939, "supported_languages": null }, - "macro.dbt.materialization_snapshot_default": { - "name": "materialization_snapshot_default", + "macro.elementary.get_available_monitors": { + "name": "get_available_monitors", "resource_type": "macro", - "package_name": "dbt", - "path": "macros/materializations/snapshots/snapshot.sql", - "original_file_path": "macros/materializations/snapshots/snapshot.sql", - "unique_id": "macro.dbt.materialization_snapshot_default", - "macro_sql": "{% materialization snapshot, default %}\n {%- set config = model['config'] -%}\n\n {%- set target_table = model.get('alias', model.get('name')) -%}\n\n {%- set strategy_name = config.get('strategy') -%}\n {%- set unique_key = config.get('unique_key') %}\n -- grab current tables grants config for comparision later on\n {%- set grant_config = config.get('grants') -%}\n\n {% set target_relation_exists, target_relation = get_or_create_relation(\n database=model.database,\n schema=model.schema,\n identifier=target_table,\n type='table') -%}\n\n {%- if not target_relation.is_table -%}\n {% do exceptions.relation_wrong_type(target_relation, 'table') %}\n {%- endif -%}\n\n\n {{ run_hooks(pre_hooks, inside_transaction=False) }}\n\n {{ run_hooks(pre_hooks, inside_transaction=True) }}\n\n {% set strategy_macro = strategy_dispatch(strategy_name) %}\n {% set strategy = strategy_macro(model, \"snapshotted_data\", \"source_data\", config, target_relation_exists) %}\n\n {% if not target_relation_exists %}\n\n {% set build_sql = build_snapshot_table(strategy, model['compiled_code']) %}\n {% set final_sql = create_table_as(False, target_relation, build_sql) %}\n\n {% else %}\n\n {{ adapter.valid_snapshot_target(target_relation) }}\n\n {% set staging_table = build_snapshot_staging_table(strategy, sql, target_relation) %}\n\n -- this may no-op if the database does not require column expansion\n {% do adapter.expand_target_column_types(from_relation=staging_table,\n to_relation=target_relation) %}\n\n {% set missing_columns = adapter.get_missing_columns(staging_table, target_relation)\n | rejectattr('name', 'equalto', 'dbt_change_type')\n | rejectattr('name', 'equalto', 'DBT_CHANGE_TYPE')\n | rejectattr('name', 'equalto', 'dbt_unique_key')\n | rejectattr('name', 'equalto', 'DBT_UNIQUE_KEY')\n | list %}\n\n {% do create_columns(target_relation, missing_columns) %}\n\n {% set source_columns = adapter.get_columns_in_relation(staging_table)\n | rejectattr('name', 'equalto', 'dbt_change_type')\n | rejectattr('name', 'equalto', 'DBT_CHANGE_TYPE')\n | rejectattr('name', 'equalto', 'dbt_unique_key')\n | rejectattr('name', 'equalto', 'DBT_UNIQUE_KEY')\n | list %}\n\n {% set quoted_source_columns = [] %}\n {% for column in source_columns %}\n {% do quoted_source_columns.append(adapter.quote(column.name)) %}\n {% endfor %}\n\n {% set final_sql = snapshot_merge_sql(\n target = target_relation,\n source = staging_table,\n insert_cols = quoted_source_columns\n )\n %}\n\n {% endif %}\n\n {% call statement('main') %}\n {{ final_sql }}\n {% endcall %}\n\n {% set should_revoke = should_revoke(target_relation_exists, full_refresh_mode=False) %}\n {% do apply_grants(target_relation, grant_config, should_revoke=should_revoke) %}\n\n {% do persist_docs(target_relation, model) %}\n\n {% if not target_relation_exists %}\n {% do create_indexes(target_relation) %}\n {% endif %}\n\n {{ run_hooks(post_hooks, inside_transaction=True) }}\n\n {{ adapter.commit() }}\n\n {% if staging_table is defined %}\n {% do post_snapshot(staging_table) %}\n {% endif %}\n\n {{ run_hooks(post_hooks, inside_transaction=False) }}\n\n {{ return({'relations': [target_relation]}) }}\n\n{% endmaterialization %}", - "depends_on": { - "macros": [ - "macro.dbt.get_or_create_relation", - "macro.dbt.run_hooks", - "macro.dbt.strategy_dispatch", - "macro.dbt.build_snapshot_table", - "macro.dbt.create_table_as", - "macro.dbt.build_snapshot_staging_table", - "macro.dbt.create_columns", - "macro.dbt.snapshot_merge_sql", - "macro.dbt.statement", - "macro.dbt.should_revoke", - "macro.dbt.apply_grants", - "macro.dbt.persist_docs", - "macro.dbt.create_indexes", - "macro.dbt.post_snapshot" - ] - }, + "package_name": "elementary", + "path": "macros/edr/data_monitoring/monitors/monitors.sql", + "original_file_path": "macros/edr/data_monitoring/monitors/monitors.sql", + "unique_id": "macro.elementary.get_available_monitors", + "macro_sql": "{% macro get_available_monitors() %}\n {% do return({\n 'table': ['row_count', 'freshness'],\n 'column_any_type': ['null_count', 'null_percent'],\n 'column_string': ['min_length', 'max_length', 'average_length', 'missing_count', 'missing_percent'],\n 'column_numeric': ['min', 'max', 'zero_count', 'zero_percent', 'average', 'standard_deviation', 'variance', 'sum']\n }) %}\n{% endmacro %}", + "depends_on": { "macros": [] }, "description": "", "meta": {}, "docs": { "show": true, "node_color": null }, "patch_path": null, "arguments": [], - "created_at": 1693603073.650203, - "supported_languages": ["sql"] + "created_at": 1699027426.382584, + "supported_languages": null }, - "macro.dbt.materialization_test_default": { - "name": "materialization_test_default", + "macro.elementary.get_default_monitors": { + "name": "get_default_monitors", "resource_type": "macro", - "package_name": "dbt", - "path": "macros/materializations/tests/test.sql", - "original_file_path": "macros/materializations/tests/test.sql", - "unique_id": "macro.dbt.materialization_test_default", - "macro_sql": "{%- materialization test, default -%}\n\n {% set relations = [] %}\n\n {% if should_store_failures() %}\n\n {% set identifier = model['alias'] %}\n {% set old_relation = adapter.get_relation(database=database, schema=schema, identifier=identifier) %}\n {% set target_relation = api.Relation.create(\n identifier=identifier, schema=schema, database=database, type='table') -%} %}\n\n {% if old_relation %}\n {% do adapter.drop_relation(old_relation) %}\n {% endif %}\n\n {% call statement(auto_begin=True) %}\n {{ create_table_as(False, target_relation, sql) }}\n {% endcall %}\n\n {% do relations.append(target_relation) %}\n\n {% set main_sql %}\n select *\n from {{ target_relation }}\n {% endset %}\n\n {{ adapter.commit() }}\n\n {% else %}\n\n {% set main_sql = sql %}\n\n {% endif %}\n\n {% set limit = config.get('limit') %}\n {% set fail_calc = config.get('fail_calc') %}\n {% set warn_if = config.get('warn_if') %}\n {% set error_if = config.get('error_if') %}\n\n {% call statement('main', fetch_result=True) -%}\n\n {{ get_test_sql(main_sql, fail_calc, warn_if, error_if, limit)}}\n\n {%- endcall %}\n\n {{ return({'relations': relations}) }}\n\n{%- endmaterialization -%}", - "depends_on": { - "macros": [ - "macro.dbt.should_store_failures", - "macro.dbt.statement", - "macro.dbt.create_table_as", - "macro.dbt.get_test_sql" - ] - }, + "package_name": "elementary", + "path": "macros/edr/data_monitoring/monitors/monitors.sql", + "original_file_path": "macros/edr/data_monitoring/monitors/monitors.sql", + "unique_id": "macro.elementary.get_default_monitors", + "macro_sql": "{% macro get_default_monitors() %}\n {% do return({\n 'table': ['row_count', 'freshness'],\n 'column_any_type': ['null_count', 'null_percent'],\n 'column_string': ['min_length', 'max_length', 'average_length', 'missing_count', 'missing_percent'],\n 'column_numeric': ['min', 'max', 'zero_count', 'zero_percent', 'average', 'standard_deviation', 'variance']\n }) %}\n{% endmacro %}", + "depends_on": { "macros": [] }, "description": "", "meta": {}, "docs": { "show": true, "node_color": null }, "patch_path": null, "arguments": [], - "created_at": 1693603073.6522171, - "supported_languages": ["sql"] + "created_at": 1699027426.383001, + "supported_languages": null }, - "macro.dbt.get_test_sql": { - "name": "get_test_sql", + "macro.elementary.max": { + "name": "max", "resource_type": "macro", - "package_name": "dbt", - "path": "macros/materializations/tests/helpers.sql", - "original_file_path": "macros/materializations/tests/helpers.sql", - "unique_id": "macro.dbt.get_test_sql", - "macro_sql": "{% macro get_test_sql(main_sql, fail_calc, warn_if, error_if, limit) -%}\n {{ adapter.dispatch('get_test_sql', 'dbt')(main_sql, fail_calc, warn_if, error_if, limit) }}\n{%- endmacro %}", - "depends_on": { "macros": ["macro.dbt.default__get_test_sql"] }, + "package_name": "elementary", + "path": "macros/edr/data_monitoring/monitors/column_numeric_monitors.sql", + "original_file_path": "macros/edr/data_monitoring/monitors/column_numeric_monitors.sql", + "unique_id": "macro.elementary.max", + "macro_sql": "{% macro max(column_name) -%}\n max(cast({{ column_name }} as {{ elementary.edr_type_float() }}))\n{%- endmacro %}", + "depends_on": { "macros": ["macro.elementary.edr_type_float"] }, "description": "", "meta": {}, "docs": { "show": true, "node_color": null }, "patch_path": null, "arguments": [], - "created_at": 1693603073.6526458, + "created_at": 1699027426.383701, "supported_languages": null }, - "macro.dbt.default__get_test_sql": { - "name": "default__get_test_sql", + "macro.elementary.min": { + "name": "min", "resource_type": "macro", - "package_name": "dbt", - "path": "macros/materializations/tests/helpers.sql", - "original_file_path": "macros/materializations/tests/helpers.sql", - "unique_id": "macro.dbt.default__get_test_sql", - "macro_sql": "{% macro default__get_test_sql(main_sql, fail_calc, warn_if, error_if, limit) -%}\n select\n {{ fail_calc }} as failures,\n {{ fail_calc }} {{ warn_if }} as should_warn,\n {{ fail_calc }} {{ error_if }} as should_error\n from (\n {{ main_sql }}\n {{ \"limit \" ~ limit if limit != none }}\n ) dbt_internal_test\n{%- endmacro %}", - "depends_on": { "macros": [] }, + "package_name": "elementary", + "path": "macros/edr/data_monitoring/monitors/column_numeric_monitors.sql", + "original_file_path": "macros/edr/data_monitoring/monitors/column_numeric_monitors.sql", + "unique_id": "macro.elementary.min", + "macro_sql": "{% macro min(column_name) -%}\n min(cast({{ column_name }} as {{ elementary.edr_type_float() }}))\n{%- endmacro %}", + "depends_on": { "macros": ["macro.elementary.edr_type_float"] }, "description": "", "meta": {}, "docs": { "show": true, "node_color": null }, "patch_path": null, "arguments": [], - "created_at": 1693603073.6529632, + "created_at": 1699027426.383851, "supported_languages": null }, - "macro.dbt.get_where_subquery": { - "name": "get_where_subquery", + "macro.elementary.average": { + "name": "average", "resource_type": "macro", - "package_name": "dbt", - "path": "macros/materializations/tests/where_subquery.sql", - "original_file_path": "macros/materializations/tests/where_subquery.sql", - "unique_id": "macro.dbt.get_where_subquery", - "macro_sql": "{% macro get_where_subquery(relation) -%}\n {% do return(adapter.dispatch('get_where_subquery', 'dbt')(relation)) %}\n{%- endmacro %}", - "depends_on": { - "macros": ["macro.dbt.default__get_where_subquery"] - }, + "package_name": "elementary", + "path": "macros/edr/data_monitoring/monitors/column_numeric_monitors.sql", + "original_file_path": "macros/edr/data_monitoring/monitors/column_numeric_monitors.sql", + "unique_id": "macro.elementary.average", + "macro_sql": "{% macro average(column_name) -%}\n avg(cast({{ column_name }} as {{ elementary.edr_type_float() }}))\n{%- endmacro %}", + "depends_on": { "macros": ["macro.elementary.edr_type_float"] }, "description": "", "meta": {}, "docs": { "show": true, "node_color": null }, "patch_path": null, "arguments": [], - "created_at": 1693603073.653345, + "created_at": 1699027426.3840399, "supported_languages": null }, - "macro.dbt.default__get_where_subquery": { - "name": "default__get_where_subquery", + "macro.elementary.zero_count": { + "name": "zero_count", "resource_type": "macro", - "package_name": "dbt", - "path": "macros/materializations/tests/where_subquery.sql", - "original_file_path": "macros/materializations/tests/where_subquery.sql", - "unique_id": "macro.dbt.default__get_where_subquery", - "macro_sql": "{% macro default__get_where_subquery(relation) -%}\n {% set where = config.get('where', '') %}\n {% if where %}\n {%- set filtered -%}\n (select * from {{ relation }} where {{ where }}) dbt_subquery\n {%- endset -%}\n {% do return(filtered) %}\n {%- else -%}\n {% do return(relation) %}\n {%- endif -%}\n{%- endmacro %}", - "depends_on": { "macros": [] }, + "package_name": "elementary", + "path": "macros/edr/data_monitoring/monitors/column_numeric_monitors.sql", + "original_file_path": "macros/edr/data_monitoring/monitors/column_numeric_monitors.sql", + "unique_id": "macro.elementary.zero_count", + "macro_sql": "{% macro zero_count(column_name) %}\n coalesce(sum(case when {{ column_name }} is null then 1 when cast({{ column_name }} as {{ elementary.edr_type_float() }}) = 0 then 1 else 0 end), 0)\n{% endmacro %}", + "depends_on": { "macros": ["macro.elementary.edr_type_float"] }, "description": "", "meta": {}, "docs": { "show": true, "node_color": null }, "patch_path": null, "arguments": [], - "created_at": 1693603073.653727, + "created_at": 1699027426.384245, "supported_languages": null }, - "macro.dbt.get_quoted_csv": { - "name": "get_quoted_csv", + "macro.elementary.zero_percent": { + "name": "zero_percent", "resource_type": "macro", - "package_name": "dbt", - "path": "macros/materializations/models/incremental/column_helpers.sql", - "original_file_path": "macros/materializations/models/incremental/column_helpers.sql", - "unique_id": "macro.dbt.get_quoted_csv", - "macro_sql": "{% macro get_quoted_csv(column_names) %}\n\n {% set quoted = [] %}\n {% for col in column_names -%}\n {%- do quoted.append(adapter.quote(col)) -%}\n {%- endfor %}\n\n {%- set dest_cols_csv = quoted | join(', ') -%}\n {{ return(dest_cols_csv) }}\n\n{% endmacro %}", - "depends_on": { "macros": [] }, + "package_name": "elementary", + "path": "macros/edr/data_monitoring/monitors/column_numeric_monitors.sql", + "original_file_path": "macros/edr/data_monitoring/monitors/column_numeric_monitors.sql", + "unique_id": "macro.elementary.zero_percent", + "macro_sql": "{% macro zero_percent(column_name) %}\n {{ elementary.edr_percent(elementary.zero_count(column_name), elementary.row_count()) }}\n{% endmacro %}", + "depends_on": { + "macros": [ + "macro.elementary.edr_percent", + "macro.elementary.zero_count", + "macro.elementary.row_count" + ] + }, "description": "", "meta": {}, "docs": { "show": true, "node_color": null }, "patch_path": null, "arguments": [], - "created_at": 1693603073.6553159, + "created_at": 1699027426.384476, "supported_languages": null }, - "macro.dbt.diff_columns": { - "name": "diff_columns", + "macro.elementary.standard_deviation": { + "name": "standard_deviation", "resource_type": "macro", - "package_name": "dbt", - "path": "macros/materializations/models/incremental/column_helpers.sql", - "original_file_path": "macros/materializations/models/incremental/column_helpers.sql", - "unique_id": "macro.dbt.diff_columns", - "macro_sql": "{% macro diff_columns(source_columns, target_columns) %}\n\n {% set result = [] %}\n {% set source_names = source_columns | map(attribute = 'column') | list %}\n {% set target_names = target_columns | map(attribute = 'column') | list %}\n\n {# --check whether the name attribute exists in the target - this does not perform a data type check #}\n {% for sc in source_columns %}\n {% if sc.name not in target_names %}\n {{ result.append(sc) }}\n {% endif %}\n {% endfor %}\n\n {{ return(result) }}\n\n{% endmacro %}", - "depends_on": { "macros": [] }, + "package_name": "elementary", + "path": "macros/edr/data_monitoring/monitors/column_numeric_monitors.sql", + "original_file_path": "macros/edr/data_monitoring/monitors/column_numeric_monitors.sql", + "unique_id": "macro.elementary.standard_deviation", + "macro_sql": "{% macro standard_deviation(column_name) -%}\n stddev(cast({{ column_name }} as {{ elementary.edr_type_float() }}))\n{%- endmacro %}", + "depends_on": { "macros": ["macro.elementary.edr_type_float"] }, "description": "", "meta": {}, "docs": { "show": true, "node_color": null }, "patch_path": null, "arguments": [], - "created_at": 1693603073.6558552, + "created_at": 1699027426.38461, "supported_languages": null }, - "macro.dbt.diff_column_data_types": { - "name": "diff_column_data_types", + "macro.elementary.variance": { + "name": "variance", "resource_type": "macro", - "package_name": "dbt", - "path": "macros/materializations/models/incremental/column_helpers.sql", - "original_file_path": "macros/materializations/models/incremental/column_helpers.sql", - "unique_id": "macro.dbt.diff_column_data_types", - "macro_sql": "{% macro diff_column_data_types(source_columns, target_columns) %}\n\n {% set result = [] %}\n {% for sc in source_columns %}\n {% set tc = target_columns | selectattr(\"name\", \"equalto\", sc.name) | list | first %}\n {% if tc %}\n {% if sc.data_type != tc.data_type and not sc.can_expand_to(other_column=tc) %}\n {{ result.append( { 'column_name': tc.name, 'new_type': sc.data_type } ) }}\n {% endif %}\n {% endif %}\n {% endfor %}\n\n {{ return(result) }}\n\n{% endmacro %}", - "depends_on": { "macros": [] }, + "package_name": "elementary", + "path": "macros/edr/data_monitoring/monitors/column_numeric_monitors.sql", + "original_file_path": "macros/edr/data_monitoring/monitors/column_numeric_monitors.sql", + "unique_id": "macro.elementary.variance", + "macro_sql": "{% macro variance(column_name) -%}\n variance(cast({{ column_name }} as {{ elementary.edr_type_float() }}))\n{%- endmacro %}", + "depends_on": { "macros": ["macro.elementary.edr_type_float"] }, "description": "", "meta": {}, "docs": { "show": true, "node_color": null }, "patch_path": null, "arguments": [], - "created_at": 1693603073.656514, + "created_at": 1699027426.384741, "supported_languages": null }, - "macro.dbt.get_merge_update_columns": { - "name": "get_merge_update_columns", + "macro.elementary.sum": { + "name": "sum", "resource_type": "macro", - "package_name": "dbt", - "path": "macros/materializations/models/incremental/column_helpers.sql", - "original_file_path": "macros/materializations/models/incremental/column_helpers.sql", - "unique_id": "macro.dbt.get_merge_update_columns", - "macro_sql": "{% macro get_merge_update_columns(merge_update_columns, merge_exclude_columns, dest_columns) %}\n {{ return(adapter.dispatch('get_merge_update_columns', 'dbt')(merge_update_columns, merge_exclude_columns, dest_columns)) }}\n{% endmacro %}", - "depends_on": { - "macros": ["macro.dbt.default__get_merge_update_columns"] - }, + "package_name": "elementary", + "path": "macros/edr/data_monitoring/monitors/column_numeric_monitors.sql", + "original_file_path": "macros/edr/data_monitoring/monitors/column_numeric_monitors.sql", + "unique_id": "macro.elementary.sum", + "macro_sql": "{% macro sum(column_name) -%}\n sum(cast({{ column_name }} as {{ elementary.edr_type_float() }}))\n{%- endmacro %}", + "depends_on": { "macros": ["macro.elementary.edr_type_float"] }, "description": "", "meta": {}, "docs": { "show": true, "node_color": null }, "patch_path": null, "arguments": [], - "created_at": 1693603073.656765, + "created_at": 1699027426.38488, "supported_languages": null }, - "macro.dbt.default__get_merge_update_columns": { - "name": "default__get_merge_update_columns", + "macro.elementary.get_last_schema_changes_time": { + "name": "get_last_schema_changes_time", "resource_type": "macro", - "package_name": "dbt", - "path": "macros/materializations/models/incremental/column_helpers.sql", - "original_file_path": "macros/materializations/models/incremental/column_helpers.sql", - "unique_id": "macro.dbt.default__get_merge_update_columns", - "macro_sql": "{% macro default__get_merge_update_columns(merge_update_columns, merge_exclude_columns, dest_columns) %}\n {%- set default_cols = dest_columns | map(attribute=\"quoted\") | list -%}\n\n {%- if merge_update_columns and merge_exclude_columns -%}\n {{ exceptions.raise_compiler_error(\n 'Model cannot specify merge_update_columns and merge_exclude_columns. Please update model to use only one config'\n )}}\n {%- elif merge_update_columns -%}\n {%- set update_columns = merge_update_columns -%}\n {%- elif merge_exclude_columns -%}\n {%- set update_columns = [] -%}\n {%- for column in dest_columns -%}\n {% if column.column | lower not in merge_exclude_columns | map(\"lower\") | list %}\n {%- do update_columns.append(column.quoted) -%}\n {% endif %}\n {%- endfor -%}\n {%- else -%}\n {%- set update_columns = default_cols -%}\n {%- endif -%}\n\n {{ return(update_columns) }}\n\n{% endmacro %}", - "depends_on": { "macros": [] }, + "package_name": "elementary", + "path": "macros/edr/data_monitoring/schema_changes/get_last_schema_changes_time.sql", + "original_file_path": "macros/edr/data_monitoring/schema_changes/get_last_schema_changes_time.sql", + "unique_id": "macro.elementary.get_last_schema_changes_time", + "macro_sql": "{% macro get_last_schema_changes_time() %}\n -- depends_on: {{ ref('elementary_test_results') }}\n {%- if execute -%}\n {%- set last_schema_changes_time_query %}\n select max(detected_at) as last_alert_time\n from {{ ref('elementary_test_results') }}\n where test_type = 'schema_change' and test_sub_type != 'table_added'\n {%- endset %}\n\n {%- set last_schema_changes_query_result = elementary.result_value(last_schema_changes_time_query) %}\n\n {%- if last_schema_changes_query_result %}\n {{ return(last_schema_changes_query_result) }}\n {%- else %}\n {{ return(none) }}\n {%- endif %}\n {%- endif -%}\n {{- return(none) -}}\n{% endmacro %}", + "depends_on": { "macros": ["macro.elementary.result_value"] }, "description": "", "meta": {}, "docs": { "show": true, "node_color": null }, "patch_path": null, "arguments": [], - "created_at": 1693603073.6574879, + "created_at": 1699027426.385646, "supported_languages": null }, - "macro.dbt.get_merge_sql": { - "name": "get_merge_sql", + "macro.elementary.get_columns_snapshot_query": { + "name": "get_columns_snapshot_query", "resource_type": "macro", - "package_name": "dbt", - "path": "macros/materializations/models/incremental/merge.sql", - "original_file_path": "macros/materializations/models/incremental/merge.sql", - "unique_id": "macro.dbt.get_merge_sql", - "macro_sql": "{% macro get_merge_sql(target, source, unique_key, dest_columns, incremental_predicates=none) -%}\n -- back compat for old kwarg name\n {% set incremental_predicates = kwargs.get('predicates', incremental_predicates) %}\n {{ adapter.dispatch('get_merge_sql', 'dbt')(target, source, unique_key, dest_columns, incremental_predicates) }}\n{%- endmacro %}", + "package_name": "elementary", + "path": "macros/edr/data_monitoring/schema_changes/get_columns_snapshot_query.sql", + "original_file_path": "macros/edr/data_monitoring/schema_changes/get_columns_snapshot_query.sql", + "unique_id": "macro.elementary.get_columns_snapshot_query", + "macro_sql": "{% macro get_columns_snapshot_query(full_table_name) %}\n\n {%- set known_columns_query %}\n select full_column_name from {{ ref('schema_columns_snapshot') }}\n where detected_at = (select max(detected_at) from {{ ref('schema_columns_snapshot') }} where lower(full_table_name) = lower('{{ full_table_name }}'))\n and lower(full_table_name) = lower('{{ full_table_name }}')\n {% endset %}\n\n {%- set known_tables_query %}\n select distinct full_table_name from {{ ref('schema_columns_snapshot') }}\n where detected_at = (select max(detected_at) from {{ ref('schema_columns_snapshot') }} where lower(full_table_name) = lower('{{ full_table_name }}'))\n and lower(full_table_name) = lower('{{ full_table_name }}')\n {% endset %}\n\n\n with information_schema_columns as (\n\n select * from {{ ref('filtered_information_schema_columns') }}\n where lower(full_table_name) = lower('{{ full_table_name }}')\n\n ),\n\n columns_snapshot as (\n\n select\n full_table_name,\n database_name,\n schema_name,\n table_name,\n column_name,\n cast(data_type as {{ elementary.edr_type_string() }}) as data_type,\n {{ elementary.datetime_now_utc_as_timestamp_column() }} as detected_at,\n case when\n {{ elementary.full_column_name() }} not in ({{ known_columns_query }})\n and full_table_name in ({{ known_tables_query }})\n then true\n else false\n end as is_new\n from information_schema_columns\n\n ),\n\n columns_snapshot_with_id as (\n\n select\n {{ elementary.generate_surrogate_key([\n 'full_table_name',\n 'column_name',\n 'data_type',\n ]) }} as column_state_id,\n {{ elementary.full_column_name() }} as full_column_name,\n full_table_name,\n column_name,\n data_type,\n is_new,\n detected_at\n from columns_snapshot\n group by 1,2,3,4,5,6,7\n\n )\n\n select\n {{ elementary.edr_cast_as_string('column_state_id') }} as column_state_id,\n {{ elementary.edr_cast_as_string('full_column_name') }} as full_column_name,\n {{ elementary.edr_cast_as_string('full_table_name') }} as full_table_name,\n {{ elementary.edr_cast_as_string('column_name') }} as column_name,\n {{ elementary.edr_cast_as_string('data_type') }} as data_type,\n {{ elementary.edr_cast_as_bool('is_new') }} as is_new,\n {{ elementary.edr_cast_as_timestamp('detected_at') }} as detected_at\n from columns_snapshot_with_id\n\n{%- endmacro %}", "depends_on": { - "macros": ["macro.dbt_snowflake.snowflake__get_merge_sql"] + "macros": [ + "macro.elementary.edr_type_string", + "macro.elementary.datetime_now_utc_as_timestamp_column", + "macro.elementary.full_column_name", + "macro.elementary.generate_surrogate_key", + "macro.elementary.edr_cast_as_string", + "macro.elementary.edr_cast_as_bool", + "macro.elementary.edr_cast_as_timestamp" + ] }, "description": "", "meta": {}, "docs": { "show": true, "node_color": null }, "patch_path": null, "arguments": [], - "created_at": 1693603073.663872, + "created_at": 1699027426.388951, "supported_languages": null }, - "macro.dbt.default__get_merge_sql": { - "name": "default__get_merge_sql", + "macro.elementary.get_columns_changes_from_last_run_query": { + "name": "get_columns_changes_from_last_run_query", "resource_type": "macro", - "package_name": "dbt", - "path": "macros/materializations/models/incremental/merge.sql", - "original_file_path": "macros/materializations/models/incremental/merge.sql", - "unique_id": "macro.dbt.default__get_merge_sql", - "macro_sql": "{% macro default__get_merge_sql(target, source, unique_key, dest_columns, incremental_predicates=none) -%}\n {%- set predicates = [] if incremental_predicates is none else [] + incremental_predicates -%}\n {%- set dest_cols_csv = get_quoted_csv(dest_columns | map(attribute=\"name\")) -%}\n {%- set merge_update_columns = config.get('merge_update_columns') -%}\n {%- set merge_exclude_columns = config.get('merge_exclude_columns') -%}\n {%- set update_columns = get_merge_update_columns(merge_update_columns, merge_exclude_columns, dest_columns) -%}\n {%- set sql_header = config.get('sql_header', none) -%}\n\n {% if unique_key %}\n {% if unique_key is sequence and unique_key is not mapping and unique_key is not string %}\n {% for key in unique_key %}\n {% set this_key_match %}\n DBT_INTERNAL_SOURCE.{{ key }} = DBT_INTERNAL_DEST.{{ key }}\n {% endset %}\n {% do predicates.append(this_key_match) %}\n {% endfor %}\n {% else %}\n {% set unique_key_match %}\n DBT_INTERNAL_SOURCE.{{ unique_key }} = DBT_INTERNAL_DEST.{{ unique_key }}\n {% endset %}\n {% do predicates.append(unique_key_match) %}\n {% endif %}\n {% else %}\n {% do predicates.append('FALSE') %}\n {% endif %}\n\n {{ sql_header if sql_header is not none }}\n\n merge into {{ target }} as DBT_INTERNAL_DEST\n using {{ source }} as DBT_INTERNAL_SOURCE\n on {{\"(\" ~ predicates | join(\") and (\") ~ \")\"}}\n\n {% if unique_key %}\n when matched then update set\n {% for column_name in update_columns -%}\n {{ column_name }} = DBT_INTERNAL_SOURCE.{{ column_name }}\n {%- if not loop.last %}, {%- endif %}\n {%- endfor %}\n {% endif %}\n\n when not matched then insert\n ({{ dest_cols_csv }})\n values\n ({{ dest_cols_csv }})\n\n{% endmacro %}", + "package_name": "elementary", + "path": "macros/edr/data_monitoring/schema_changes/get_columns_changes_query.sql", + "original_file_path": "macros/edr/data_monitoring/schema_changes/get_columns_changes_query.sql", + "unique_id": "macro.elementary.get_columns_changes_from_last_run_query", + "macro_sql": "{% macro get_columns_changes_from_last_run_query(full_table_name, temp_columns_snapshot_relation) %}\n {%- set previous_schema_time_query -%}\n (select max(detected_at) from {{ ref('schema_columns_snapshot') }} where lower(full_table_name) = lower('{{ full_table_name }}'))\n {%- endset %}\n\n {% set cur %}\n {# This is the current snapshot of the columns. #}\n select full_table_name, column_name, data_type, is_new, detected_at\n from {{ temp_columns_snapshot_relation }}\n {% endset %}\n\n {% set pre %}\n {# This is the previous snapshot of the columns. #}\n select full_table_name, column_name, data_type, detected_at\n from {{ ref('schema_columns_snapshot') }}\n where lower(full_table_name) = lower('{{ full_table_name }}')\n and detected_at = {{ previous_schema_time_query }}\n order by detected_at desc\n {% endset %}\n\n {{ elementary.get_columns_changes_query_generic(full_table_name, cur, pre) }}\n{% endmacro %}", "depends_on": { - "macros": [ - "macro.dbt.get_quoted_csv", - "macro.dbt.get_merge_update_columns" - ] + "macros": ["macro.elementary.get_columns_changes_query_generic"] }, "description": "", "meta": {}, "docs": { "show": true, "node_color": null }, "patch_path": null, "arguments": [], - "created_at": 1693603073.665547, + "created_at": 1699027426.3915362, "supported_languages": null }, - "macro.dbt.get_delete_insert_merge_sql": { - "name": "get_delete_insert_merge_sql", + "macro.elementary.get_column_changes_from_baseline_query": { + "name": "get_column_changes_from_baseline_query", "resource_type": "macro", - "package_name": "dbt", - "path": "macros/materializations/models/incremental/merge.sql", - "original_file_path": "macros/materializations/models/incremental/merge.sql", - "unique_id": "macro.dbt.get_delete_insert_merge_sql", - "macro_sql": "{% macro get_delete_insert_merge_sql(target, source, unique_key, dest_columns, incremental_predicates) -%}\n {{ adapter.dispatch('get_delete_insert_merge_sql', 'dbt')(target, source, unique_key, dest_columns, incremental_predicates) }}\n{%- endmacro %}", + "package_name": "elementary", + "path": "macros/edr/data_monitoring/schema_changes/get_columns_changes_query.sql", + "original_file_path": "macros/edr/data_monitoring/schema_changes/get_columns_changes_query.sql", + "unique_id": "macro.elementary.get_column_changes_from_baseline_query", + "macro_sql": "{% macro get_column_changes_from_baseline_query(full_table_name, model_baseline_relation, include_added=False) %}\n {% set cur %}\n with baseline as (\n select lower(column_name) as column_name, data_type\n from {{ model_baseline_relation }}\n )\n\n select\n info_schema.full_table_name,\n lower(info_schema.column_name) as column_name,\n info_schema.data_type,\n (baseline.column_name IS NULL) as is_new,\n {{ elementary.datetime_now_utc_as_timestamp_column() }} as detected_at\n from {{ ref('filtered_information_schema_columns') }} info_schema\n left join baseline on (\n lower(info_schema.column_name) = lower(baseline.column_name)\n )\n where lower(info_schema.full_table_name) = lower('{{ full_table_name }}')\n {% endset %}\n\n {% set pre %}\n select\n {{ elementary.const_as_string(full_table_name) }} as full_table_name,\n column_name,\n data_type,\n {{ elementary.datetime_now_utc_as_timestamp_column() }} as detected_at\n from {{ model_baseline_relation }}\n {% endset %}\n\n {{ elementary.get_columns_changes_query_generic(full_table_name, cur, pre, include_added=include_added) }}\n{% endmacro %}", "depends_on": { "macros": [ - "macro.dbt_snowflake.snowflake__get_delete_insert_merge_sql" + "macro.elementary.datetime_now_utc_as_timestamp_column", + "macro.elementary.const_as_string", + "macro.elementary.get_columns_changes_query_generic" ] }, "description": "", @@ -4397,90 +21655,162 @@ "docs": { "show": true, "node_color": null }, "patch_path": null, "arguments": [], - "created_at": 1693603073.665799, + "created_at": 1699027426.392124, "supported_languages": null }, - "macro.dbt.default__get_delete_insert_merge_sql": { - "name": "default__get_delete_insert_merge_sql", + "macro.elementary.get_columns_changes_query_generic": { + "name": "get_columns_changes_query_generic", "resource_type": "macro", - "package_name": "dbt", - "path": "macros/materializations/models/incremental/merge.sql", - "original_file_path": "macros/materializations/models/incremental/merge.sql", - "unique_id": "macro.dbt.default__get_delete_insert_merge_sql", - "macro_sql": "{% macro default__get_delete_insert_merge_sql(target, source, unique_key, dest_columns, incremental_predicates) -%}\n\n {%- set dest_cols_csv = get_quoted_csv(dest_columns | map(attribute=\"name\")) -%}\n\n {% if unique_key %}\n {% if unique_key is sequence and unique_key is not string %}\n delete from {{target }}\n using {{ source }}\n where (\n {% for key in unique_key %}\n {{ source }}.{{ key }} = {{ target }}.{{ key }}\n {{ \"and \" if not loop.last}}\n {% endfor %}\n {% if incremental_predicates %}\n {% for predicate in incremental_predicates %}\n and {{ predicate }}\n {% endfor %}\n {% endif %}\n );\n {% else %}\n delete from {{ target }}\n where (\n {{ unique_key }}) in (\n select ({{ unique_key }})\n from {{ source }}\n )\n {%- if incremental_predicates %}\n {% for predicate in incremental_predicates %}\n and {{ predicate }}\n {% endfor %}\n {%- endif -%};\n\n {% endif %}\n {% endif %}\n\n insert into {{ target }} ({{ dest_cols_csv }})\n (\n select {{ dest_cols_csv }}\n from {{ source }}\n )\n\n{%- endmacro %}", - "depends_on": { "macros": ["macro.dbt.get_quoted_csv"] }, + "package_name": "elementary", + "path": "macros/edr/data_monitoring/schema_changes/get_columns_changes_query.sql", + "original_file_path": "macros/edr/data_monitoring/schema_changes/get_columns_changes_query.sql", + "unique_id": "macro.elementary.get_columns_changes_query_generic", + "macro_sql": "{% macro get_columns_changes_query_generic(full_table_name, cur, pre, include_added=True) %}\n {%- set test_execution_id = elementary.get_test_execution_id() %}\n {%- set test_unique_id = elementary.get_test_unique_id() %}\n\n with cur as (\n {{ cur }}\n ),\n\n pre as (\n {{ pre }}\n ),\n\n type_changes as (\n\n {# Finding the columns that have changed type. #}\n select\n cur.full_table_name,\n 'type_changed' as change,\n cur.column_name,\n cur.data_type as data_type,\n pre.data_type as pre_data_type,\n pre.detected_at\n from cur inner join pre\n on (lower(cur.full_table_name) = lower(pre.full_table_name) and lower(cur.column_name) = lower(pre.column_name))\n where pre.data_type IS NOT NULL AND lower(cur.data_type) != lower(pre.data_type)\n\n ),\n\n {% if include_added %}\n columns_added as (\n\n {# This is the columns that have been added. #}\n select\n full_table_name,\n 'column_added' as change,\n column_name,\n data_type,\n {{ elementary.null_string() }} as pre_data_type,\n detected_at as detected_at\n from cur\n where is_new = true\n\n ),\n {% endif %}\n\n columns_removed as (\n\n {# This is finding the columns that have been removed. #}\n select\n pre.full_table_name,\n 'column_removed' as change,\n pre.column_name as column_name,\n {{ elementary.null_string() }} as data_type,\n pre.data_type as pre_data_type,\n pre.detected_at as detected_at\n from pre left join cur\n on (lower(cur.full_table_name) = lower(pre.full_table_name) and lower(cur.column_name) = lower(pre.column_name))\n where cur.full_table_name is null and cur.column_name is null\n\n ),\n\n columns_removed_filter_deleted_tables as (\n\n {# This is filtering out the columns of tables that have been deleted. #}\n select\n removed.full_table_name,\n removed.change,\n removed.column_name,\n removed.data_type,\n removed.pre_data_type,\n removed.detected_at\n from columns_removed as removed join cur\n on (lower(removed.full_table_name) = lower(cur.full_table_name))\n\n ),\n\n all_column_changes as (\n\n {# Combining the results of the three queries into one table. #}\n select * from type_changes\n union all\n select * from columns_removed_filter_deleted_tables\n {% if include_added %}\n union all\n select * from columns_added\n {% endif %}\n ),\n\n column_changes_test_results as (\n\n {# This is the query that is creating the test results table, by formatting a description and adding id + detection time #}\n select\n {{ elementary.generate_surrogate_key([\n 'full_table_name',\n 'column_name',\n 'change',\n 'detected_at',\n ]) }} as data_issue_id,\n {{ elementary.datetime_now_utc_as_timestamp_column() }} as detected_at,\n {{ elementary.full_name_split('database_name') }},\n {{ elementary.full_name_split('schema_name') }},\n {{ elementary.full_name_split('table_name') }},\n column_name,\n 'schema_change' as test_type,\n change as test_sub_type,\n case\n when change = 'column_added'\n then 'The column \"' || column_name || '\" was added'\n when change= 'column_removed'\n then 'The column \"' || column_name || '\" was removed'\n when change= 'type_changed'\n then 'The type of \"' || column_name || '\" was changed from ' || pre_data_type || ' to ' || data_type\n else NULL\n end as test_results_description\n from all_column_changes\n {{ dbt_utils.group_by(9) }}\n\n )\n\n {# Creating a unique id for each row in the table, and adding execution id #}\n select {{ elementary.generate_surrogate_key([\n 'data_issue_id',\n elementary.const_as_string(test_execution_id)\n ]) }} as id,\n {{ elementary.const_as_string(test_execution_id) }} as test_execution_id,\n {{ elementary.const_as_string(test_unique_id) }} as test_unique_id,\n *\n from column_changes_test_results\n\n{%- endmacro %}", + "depends_on": { + "macros": [ + "macro.elementary.get_test_execution_id", + "macro.elementary.get_test_unique_id", + "macro.elementary.null_string", + "macro.elementary.generate_surrogate_key", + "macro.elementary.datetime_now_utc_as_timestamp_column", + "macro.elementary.full_name_split", + "macro.dbt_utils.group_by", + "macro.elementary.const_as_string" + ] + }, "description": "", "meta": {}, "docs": { "show": true, "node_color": null }, "patch_path": null, "arguments": [], - "created_at": 1693603073.666752, + "created_at": 1699027426.3933032, "supported_languages": null }, - "macro.dbt.get_insert_overwrite_merge_sql": { - "name": "get_insert_overwrite_merge_sql", + "macro.elementary.column_monitoring_query": { + "name": "column_monitoring_query", "resource_type": "macro", - "package_name": "dbt", - "path": "macros/materializations/models/incremental/merge.sql", - "original_file_path": "macros/materializations/models/incremental/merge.sql", - "unique_id": "macro.dbt.get_insert_overwrite_merge_sql", - "macro_sql": "{% macro get_insert_overwrite_merge_sql(target, source, dest_columns, predicates, include_sql_header=false) -%}\n {{ adapter.dispatch('get_insert_overwrite_merge_sql', 'dbt')(target, source, dest_columns, predicates, include_sql_header) }}\n{%- endmacro %}", + "package_name": "elementary", + "path": "macros/edr/data_monitoring/monitors_query/column_monitoring_query.sql", + "original_file_path": "macros/edr/data_monitoring/monitors_query/column_monitoring_query.sql", + "unique_id": "macro.elementary.column_monitoring_query", + "macro_sql": "{% macro column_monitoring_query(monitored_table, monitored_table_relation, min_bucket_start, max_bucket_end, days_back, column_obj, column_monitors, metric_properties) %}\n {%- set full_table_name_str = elementary.edr_quote(elementary.relation_to_full_name(monitored_table_relation)) %}\n {%- set timestamp_column = metric_properties.timestamp_column %}\n\n\n with monitored_table as (\n select * from {{ monitored_table }}\n {% if metric_properties.where_expression %} where {{ metric_properties.where_expression }} {% endif %}\n ),\n\n {% if timestamp_column -%}\n buckets as (\n select edr_bucket_start, edr_bucket_end\n from ({{ elementary.complete_buckets_cte(metric_properties, min_bucket_start, max_bucket_end) }}) results\n where edr_bucket_start >= {{ elementary.edr_cast_as_timestamp(min_bucket_start) }}\n and edr_bucket_end <= {{ elementary.edr_cast_as_timestamp(max_bucket_end) }}\n ),\n\n filtered_monitored_table as (\n select {{ column_obj.quoted }},\n {{ elementary.get_start_bucket_in_data(timestamp_column, min_bucket_start, metric_properties.time_bucket) }} as start_bucket_in_data\n from monitored_table\n where\n {{ elementary.edr_cast_as_timestamp(timestamp_column) }} >= (select min(edr_bucket_start) from buckets)\n and {{ elementary.edr_cast_as_timestamp(timestamp_column) }} < (select max(edr_bucket_end) from buckets)\n ),\n {%- else %}\n filtered_monitored_table as (\n select {{ column_obj.quoted }},\n {{ elementary.null_timestamp() }} as start_bucket_in_data\n from monitored_table\n ),\n {% endif %}\n\n column_monitors as (\n\n {%- if column_monitors %}\n {%- set column = column_obj.quoted -%}\n select\n {%- if timestamp_column %}\n edr_bucket_start as bucket_start,\n edr_bucket_end as bucket_end,\n {{ elementary.timediff(\"hour\", \"edr_bucket_start\", \"edr_bucket_end\") }} as bucket_duration_hours,\n {%- else %}\n {{ elementary.null_timestamp() }} as bucket_start,\n {{ elementary.edr_cast_as_timestamp(elementary.edr_quote(elementary.run_started_at_as_string())) }} as bucket_end,\n {{ elementary.null_int() }} as bucket_duration_hours,\n {%- endif %}\n {{ elementary.const_as_string(column_obj.name) }} as edr_column_name,\n {%- if 'null_count' in column_monitors -%} {{ elementary.null_count(column) }} {%- else -%} null {% endif %} as null_count,\n {%- if 'null_percent' in column_monitors -%} {{ elementary.null_percent(column) }} {%- else -%} null {% endif %} as null_percent,\n {%- if 'max' in column_monitors -%} {{ elementary.max(column) }} {%- else -%} null {% endif %} as max,\n {%- if 'min' in column_monitors -%} {{ elementary.min(column) }} {%- else -%} null {% endif %} as min,\n {%- if 'average' in column_monitors -%} {{ elementary.average(column) }} {%- else -%} null {% endif %} as average,\n {%- if 'zero_count' in column_monitors -%} {{ elementary.zero_count(column) }} {%- else -%} null {% endif %} as zero_count,\n {%- if 'zero_percent' in column_monitors -%} {{ elementary.zero_percent(column) }} {%- else -%} null {% endif %} as zero_percent,\n {%- if 'standard_deviation' in column_monitors -%} {{ elementary.standard_deviation(column) }} {%- else -%} null {% endif %} as standard_deviation,\n {%- if 'variance' in column_monitors -%} {{ elementary.variance(column) }} {%- else -%} null {% endif %} as variance,\n {%- if 'max_length' in column_monitors -%} {{ elementary.max_length(column) }} {%- else -%} null {% endif %} as max_length,\n {%- if 'min_length' in column_monitors -%} {{ elementary.min_length(column) }} {%- else -%} null {% endif %} as min_length,\n {%- if 'average_length' in column_monitors -%} {{ elementary.average_length(column) }} {%- else -%} null {% endif %} as average_length,\n {%- if 'missing_count' in column_monitors -%} {{ elementary.missing_count(column) }} {%- else -%} null {% endif %} as missing_count,\n {%- if 'missing_percent' in column_monitors -%} {{ elementary.missing_percent(column) }} {%- else -%} null {% endif %} as missing_percent,\n {%- if 'sum' in column_monitors -%} {{ elementary.sum(column) }} {%- else -%} null {% endif %} as sum\n from filtered_monitored_table\n {%- if timestamp_column %}\n left join buckets on (edr_bucket_start = start_bucket_in_data)\n {%- endif %}\n group by 1,2,3,4\n {%- else %}\n {{ elementary.empty_column_monitors_cte() }}\n {%- endif %}\n\n ),\n\n column_monitors_unpivot as (\n\n {%- if column_monitors %}\n {% for monitor in column_monitors %}\n select edr_column_name, bucket_start, bucket_end, bucket_duration_hours, {{ elementary.edr_cast_as_string(elementary.edr_quote(monitor)) }} as metric_name, {{ elementary.edr_cast_as_float(monitor) }} as metric_value from column_monitors where {{ monitor }} is not null\n {% if not loop.last %} union all {% endif %}\n {%- endfor %}\n {%- else %}\n {{ elementary.empty_table([('edr_column_name','string'),('bucket_start','timestamp'),('bucket_end','timestamp'),('bucket_duration_hours','int'),('metric_name','string'),('metric_value','float')]) }}\n {%- endif %}\n\n ),\n\n metrics_final as (\n\n select\n {{ elementary.edr_cast_as_string(full_table_name_str) }} as full_table_name,\n edr_column_name as column_name,\n metric_name,\n {{ elementary.edr_cast_as_float('metric_value') }} as metric_value,\n {{ elementary.null_string() }} as source_value,\n bucket_start,\n bucket_end,\n bucket_duration_hours,\n {{ elementary.null_string() }} as dimension,\n {{ elementary.null_string() }} as dimension_value,\n {{elementary.dict_to_quoted_json(metric_properties) }} as metric_properties\n from column_monitors_unpivot\n\n )\n\n select\n {{ elementary.generate_surrogate_key([\n 'full_table_name',\n 'column_name',\n 'metric_name',\n 'bucket_end',\n 'metric_properties'\n ]) }} as id,\n full_table_name,\n column_name,\n metric_name,\n metric_value,\n source_value,\n bucket_start,\n bucket_end,\n bucket_duration_hours,\n {{ elementary.edr_current_timestamp_in_utc() }} as updated_at,\n dimension,\n dimension_value,\n metric_properties\n from metrics_final\n\n{% endmacro %}", "depends_on": { - "macros": ["macro.dbt.default__get_insert_overwrite_merge_sql"] + "macros": [ + "macro.elementary.edr_quote", + "macro.elementary.relation_to_full_name", + "macro.elementary.complete_buckets_cte", + "macro.elementary.edr_cast_as_timestamp", + "macro.elementary.get_start_bucket_in_data", + "macro.elementary.null_timestamp", + "macro.elementary.timediff", + "macro.elementary.run_started_at_as_string", + "macro.elementary.null_int", + "macro.elementary.const_as_string", + "macro.elementary.null_count", + "macro.elementary.null_percent", + "macro.elementary.max", + "macro.elementary.min", + "macro.elementary.average", + "macro.elementary.zero_count", + "macro.elementary.zero_percent", + "macro.elementary.standard_deviation", + "macro.elementary.variance", + "macro.elementary.max_length", + "macro.elementary.min_length", + "macro.elementary.average_length", + "macro.elementary.missing_count", + "macro.elementary.missing_percent", + "macro.elementary.sum", + "macro.elementary.empty_column_monitors_cte", + "macro.elementary.edr_cast_as_string", + "macro.elementary.edr_cast_as_float", + "macro.elementary.empty_table", + "macro.elementary.null_string", + "macro.elementary.dict_to_quoted_json", + "macro.elementary.generate_surrogate_key", + "macro.elementary.edr_current_timestamp_in_utc" + ] }, "description": "", "meta": {}, "docs": { "show": true, "node_color": null }, "patch_path": null, "arguments": [], - "created_at": 1693603073.6670122, + "created_at": 1699027426.4109812, "supported_languages": null }, - "macro.dbt.default__get_insert_overwrite_merge_sql": { - "name": "default__get_insert_overwrite_merge_sql", + "macro.elementary.get_latest_full_refresh": { + "name": "get_latest_full_refresh", "resource_type": "macro", - "package_name": "dbt", - "path": "macros/materializations/models/incremental/merge.sql", - "original_file_path": "macros/materializations/models/incremental/merge.sql", - "unique_id": "macro.dbt.default__get_insert_overwrite_merge_sql", - "macro_sql": "{% macro default__get_insert_overwrite_merge_sql(target, source, dest_columns, predicates, include_sql_header) -%}\n {#-- The only time include_sql_header is True: --#}\n {#-- BigQuery + insert_overwrite strategy + \"static\" partitions config --#}\n {#-- We should consider including the sql header at the materialization level instead --#}\n\n {%- set predicates = [] if predicates is none else [] + predicates -%}\n {%- set dest_cols_csv = get_quoted_csv(dest_columns | map(attribute=\"name\")) -%}\n {%- set sql_header = config.get('sql_header', none) -%}\n\n {{ sql_header if sql_header is not none and include_sql_header }}\n\n merge into {{ target }} as DBT_INTERNAL_DEST\n using {{ source }} as DBT_INTERNAL_SOURCE\n on FALSE\n\n when not matched by source\n {% if predicates %} and {{ predicates | join(' and ') }} {% endif %}\n then delete\n\n when not matched then insert\n ({{ dest_cols_csv }})\n values\n ({{ dest_cols_csv }})\n\n{% endmacro %}", - "depends_on": { "macros": ["macro.dbt.get_quoted_csv"] }, + "package_name": "elementary", + "path": "macros/edr/data_monitoring/monitors_query/get_latest_full_refresh.sql", + "original_file_path": "macros/edr/data_monitoring/monitors_query/get_latest_full_refresh.sql", + "unique_id": "macro.elementary.get_latest_full_refresh", + "macro_sql": "{% macro get_latest_full_refresh(model_node) %}\n {% set query %}\n select generated_at from {{ ref('dbt_run_results') }}\n where\n unique_id = '{{ model_node.unique_id }}' and\n full_refresh = true\n order by generated_at desc\n limit 1\n {% endset %}\n {% do return(elementary.result_value(query)) %}\n{% endmacro %}", + "depends_on": { "macros": ["macro.elementary.result_value"] }, "description": "", "meta": {}, "docs": { "show": true, "node_color": null }, "patch_path": null, "arguments": [], - "created_at": 1693603073.667666, + "created_at": 1699027426.411372, "supported_languages": null }, - "macro.dbt.is_incremental": { - "name": "is_incremental", + "macro.elementary.get_start_bucket_in_data": { + "name": "get_start_bucket_in_data", "resource_type": "macro", - "package_name": "dbt", - "path": "macros/materializations/models/incremental/is_incremental.sql", - "original_file_path": "macros/materializations/models/incremental/is_incremental.sql", - "unique_id": "macro.dbt.is_incremental", - "macro_sql": "{% macro is_incremental() %}\n {#-- do not run introspective queries in parsing #}\n {% if not execute %}\n {{ return(False) }}\n {% else %}\n {% set relation = adapter.get_relation(this.database, this.schema, this.table) %}\n {{ return(relation is not none\n and relation.type == 'table'\n and model.config.materialized == 'incremental'\n and not should_full_refresh()) }}\n {% endif %}\n{% endmacro %}", - "depends_on": { "macros": ["macro.dbt.should_full_refresh"] }, + "package_name": "elementary", + "path": "macros/edr/data_monitoring/monitors_query/get_start_bucket_in_data.sql", + "original_file_path": "macros/edr/data_monitoring/monitors_query/get_start_bucket_in_data.sql", + "unique_id": "macro.elementary.get_start_bucket_in_data", + "macro_sql": "{% macro get_start_bucket_in_data(timestamp_column, min_bucket_start, time_bucket) %}\n {% set bucket_start_datediff_expr %}\n floor({{ elementary.edr_datediff(min_bucket_start, elementary.edr_cast_as_timestamp(timestamp_column), time_bucket.period) }} / {{ time_bucket.count }}) * {{ time_bucket.count }}\n {% endset %}\n {% do return(elementary.edr_cast_as_timestamp(elementary.edr_timeadd(time_bucket.period, elementary.edr_cast_as_int(bucket_start_datediff_expr), min_bucket_start))) %}\n{% endmacro %}", + "depends_on": { + "macros": [ + "macro.elementary.edr_datediff", + "macro.elementary.edr_cast_as_timestamp", + "macro.elementary.edr_timeadd", + "macro.elementary.edr_cast_as_int" + ] + }, "description": "", "meta": {}, "docs": { "show": true, "node_color": null }, "patch_path": null, "arguments": [], - "created_at": 1693603073.668277, + "created_at": 1699027426.411922, "supported_languages": null }, - "macro.dbt.get_incremental_append_sql": { - "name": "get_incremental_append_sql", + "macro.elementary.dimension_monitoring_query": { + "name": "dimension_monitoring_query", "resource_type": "macro", - "package_name": "dbt", - "path": "macros/materializations/models/incremental/strategies.sql", - "original_file_path": "macros/materializations/models/incremental/strategies.sql", - "unique_id": "macro.dbt.get_incremental_append_sql", - "macro_sql": "{% macro get_incremental_append_sql(arg_dict) %}\n\n {{ return(adapter.dispatch('get_incremental_append_sql', 'dbt')(arg_dict)) }}\n\n{% endmacro %}", + "package_name": "elementary", + "path": "macros/edr/data_monitoring/monitors_query/dimension_monitoring_query.sql", + "original_file_path": "macros/edr/data_monitoring/monitors_query/dimension_monitoring_query.sql", + "unique_id": "macro.elementary.dimension_monitoring_query", + "macro_sql": "{% macro dimension_monitoring_query(monitored_table, monitored_table_relation, dimensions, min_bucket_start, max_bucket_end, test_configuration, metric_properties) %}\n {% set metric_name = 'dimension' %}\n {% set full_table_name_str = elementary.edr_quote(elementary.relation_to_full_name(monitored_table_relation)) %}\n {% set dimensions_string = elementary.join_list(dimensions, '; ') %}\n {% set concat_dimensions_sql_expression = elementary.list_concat_with_separator(dimensions, '; ') %}\n {% set timestamp_column = metric_properties.timestamp_column %}\n\n with filtered_monitored_table as (\n select *,\n {{ concat_dimensions_sql_expression }} as dimension_value\n from {{ monitored_table }}\n {% if metric_properties.where_expression %}\n where {{ metric_properties.where_expression }}\n {% endif %}\n ),\n\n {% if timestamp_column %}\n buckets as (\n select\n edr_bucket_start,\n edr_bucket_end,\n 1 as joiner\n from ({{ elementary.complete_buckets_cte(metric_properties, min_bucket_start, max_bucket_end) }}) results\n where edr_bucket_start >= {{ elementary.edr_cast_as_timestamp(min_bucket_start) }}\n and edr_bucket_end <= {{ elementary.edr_cast_as_timestamp(max_bucket_end) }}\n ),\n\n time_filtered_monitored_table as (\n select *,\n {{ elementary.get_start_bucket_in_data(timestamp_column, min_bucket_start, metric_properties.time_bucket) }} as start_bucket_in_data\n from filtered_monitored_table\n where\n {{ elementary.edr_cast_as_timestamp(timestamp_column) }} >= (select min(edr_bucket_start) from buckets)\n and {{ elementary.edr_cast_as_timestamp(timestamp_column) }} < (select max(edr_bucket_end) from buckets)\n ),\n\n all_dimension_metrics as (\n select\n bucket_end,\n dimension_value,\n metric_value,\n row_number () over (partition by dimension_value order by bucket_end desc) as row_number\n from {{ ref('data_monitoring_metrics') }}\n where full_table_name = {{ full_table_name_str }}\n and metric_name = {{ elementary.edr_quote(metric_name) }}\n and metric_properties = {{ elementary.dict_to_quoted_json(metric_properties) }}\n ),\n\n training_set_dimensions as (\n select distinct\n dimension_value,\n 1 as joiner,\n min(bucket_end) as dimension_min_bucket_end,\n sum(metric_value)\n from all_dimension_metrics\n where row_number <= {{ test_configuration.min_training_set_size }}\n group by 1,2\n {# Remove outdated dimension values (dimensions with all metrics of 0 in the range of the test time) #}\n having sum(metric_value) > 0\n ),\n\n {# Create buckets for each previous dimension value #}\n dimensions_buckets as (\n select edr_bucket_start, edr_bucket_end, dimension_value\n from training_set_dimensions left join buckets\n on (buckets.joiner = training_set_dimensions.joiner\n {# This makes sure we don't create empty buckets for dimensions before their first appearance #}\n and edr_bucket_end >= dimension_min_bucket_end)\n where dimension_value is not null\n ),\n\n {# Calculating the row count for the value of each dimension #}\n row_count_values as (\n select\n edr_bucket_start,\n edr_bucket_end,\n start_bucket_in_data,\n dimension_value,\n case when start_bucket_in_data is null then\n 0\n else {{ elementary.edr_cast_as_float(elementary.row_count()) }} end as row_count_value\n from buckets left join time_filtered_monitored_table on (edr_bucket_start = start_bucket_in_data)\n group by 1,2,3,4\n ),\n\n {# Merging between the row count and the dimensions buckets #}\n {# This way we make sure that if a dimension has no rows, it will get a metric with value 0 #}\n fill_empty_buckets_row_count_values as (\n select dimensions_buckets.edr_bucket_start,\n dimensions_buckets.edr_bucket_end,\n start_bucket_in_data,\n dimensions_buckets.dimension_value,\n case when start_bucket_in_data is null then\n 0\n else row_count_value end as row_count_value\n from dimensions_buckets left join row_count_values\n on (dimensions_buckets.edr_bucket_start = start_bucket_in_data and dimensions_buckets.dimension_value = row_count_values.dimension_value)\n ),\n\n {# We union so new buckets added in this run will be included (were filtered by the join we did on 'fill_empty_buckets_row_count_values') #}\n union_row_count_values as (\n select distinct *\n from\n (\n select * from row_count_values\n union all\n select * from fill_empty_buckets_row_count_values\n ) as results\n ),\n\n row_count as (\n select edr_bucket_start,\n edr_bucket_end,\n {{ elementary.const_as_string(metric_name) }} as metric_name,\n {{ elementary.null_string() }} as source_value,\n row_count_value as metric_value,\n {{ elementary.const_as_string(dimensions_string) }} as dimension,\n dimension_value,\n {{elementary.dict_to_quoted_json(metric_properties) }} as metric_properties\n from union_row_count_values\n ),\n\n metrics_final as (\n\n select\n {{ elementary.edr_cast_as_string(full_table_name_str) }} as full_table_name,\n {{ elementary.null_string() }} as column_name,\n metric_name,\n {{ elementary.edr_cast_as_float('metric_value') }} as metric_value,\n source_value,\n edr_bucket_start as bucket_start,\n edr_bucket_end as bucket_end,\n {{ elementary.timediff(\"hour\", \"edr_bucket_start\", \"edr_bucket_end\") }} as bucket_duration_hours,\n dimension,\n dimension_value,\n metric_properties\n from row_count\n where (metric_value is not null and cast(metric_value as {{ elementary.edr_type_int() }}) < {{ elementary.get_config_var('max_int') }}) or\n metric_value is null\n )\n\n {% else %}\n\n {# Get all of the dimension anomaly metrics that were created for the test until this run #}\n all_dimension_metrics as (\n select\n bucket_end,\n dimension_value,\n metric_value,\n row_number () over (partition by dimension_value order by bucket_end desc) as row_number\n from {{ ref('data_monitoring_metrics') }}\n where full_table_name = {{ full_table_name_str }}\n and metric_name = {{ elementary.edr_quote(metric_name) }}\n and metric_properties = {{ elementary.dict_to_quoted_json(metric_properties) }}\n ),\n\n training_set_dimensions as (\n select distinct\n dimension_value,\n sum(metric_value)\n from all_dimension_metrics\n where row_number <= {{ test_configuration.min_training_set_size }}\n group by 1\n {# Remove outdated dimension values (dimensions with all metrics of 0 in the range of the test time) #}\n having sum(metric_value) > 0\n ),\n\n {# Calculating the row count for the value of each dimension #}\n row_count_values as (\n select\n {{ elementary.edr_cast_as_timestamp(elementary.edr_quote(elementary.run_started_at_as_string())) }} as bucket_end,\n dimension_value,\n {{ elementary.edr_cast_as_float(elementary.row_count()) }} as row_count_value\n from filtered_monitored_table\n group by 1,2\n ),\n\n {# This way we make sure that if a dimension has no rows, it will get a metric with value 0 #}\n fill_empty_dimensions_row_count_values as (\n select {{ elementary.edr_cast_as_timestamp(elementary.edr_quote(elementary.run_started_at_as_string())) }} as bucket_end,\n dimension_value,\n 0 as row_count_value\n from training_set_dimensions\n where dimension_value not in (select distinct dimension_value from row_count_values)\n ),\n\n {# Union between current row count for each dimension, and the \"hydrated\" metrics of the test until this run #}\n row_count as (\n select * from row_count_values\n union all\n select * from fill_empty_dimensions_row_count_values\n ),\n\n metrics_final as (\n select\n {{ elementary.edr_cast_as_string(full_table_name_str) }} as full_table_name,\n {{ elementary.null_string() }} as column_name,\n {{ elementary.const_as_string(metric_name) }} as metric_name,\n {{ elementary.edr_cast_as_float('row_count_value') }} as metric_value,\n {{ elementary.null_string() }} as source_value,\n {{ elementary.null_timestamp() }} as bucket_start,\n bucket_end,\n {{ elementary.null_int() }} as bucket_duration_hours,\n {{ elementary.const_as_string(dimensions_string) }} as dimension,\n dimension_value,\n {{ elementary.dict_to_quoted_json(metric_properties) }} as metric_properties\n from row_count\n )\n {% endif %}\n\n select\n {{ elementary.generate_surrogate_key([\n 'full_table_name',\n 'column_name',\n 'metric_name',\n 'dimension',\n 'dimension_value',\n 'bucket_end',\n 'metric_properties']) }} as id,\n full_table_name,\n column_name,\n metric_name,\n metric_value,\n source_value,\n bucket_start,\n bucket_end,\n bucket_duration_hours,\n {{ elementary.edr_current_timestamp_in_utc() }} as updated_at,\n dimension,\n dimension_value,\n metric_properties\n from metrics_final\n\n{% endmacro %}", "depends_on": { "macros": [ - "macro.dbt_snowflake.snowflake__get_incremental_append_sql" + "macro.elementary.edr_quote", + "macro.elementary.relation_to_full_name", + "macro.elementary.join_list", + "macro.elementary.list_concat_with_separator", + "macro.elementary.complete_buckets_cte", + "macro.elementary.edr_cast_as_timestamp", + "macro.elementary.get_start_bucket_in_data", + "macro.elementary.dict_to_quoted_json", + "macro.elementary.edr_cast_as_float", + "macro.elementary.row_count", + "macro.elementary.const_as_string", + "macro.elementary.null_string", + "macro.elementary.edr_cast_as_string", + "macro.elementary.timediff", + "macro.elementary.edr_type_int", + "macro.elementary.get_config_var", + "macro.elementary.run_started_at_as_string", + "macro.elementary.null_timestamp", + "macro.elementary.null_int", + "macro.elementary.generate_surrogate_key", + "macro.elementary.edr_current_timestamp_in_utc" ] }, "description": "", @@ -4488,37 +21818,59 @@ "docs": { "show": true, "node_color": null }, "patch_path": null, "arguments": [], - "created_at": 1693603073.6691809, + "created_at": 1699027426.4216828, "supported_languages": null }, - "macro.dbt.default__get_incremental_append_sql": { - "name": "default__get_incremental_append_sql", + "macro.elementary.table_monitoring_query": { + "name": "table_monitoring_query", "resource_type": "macro", - "package_name": "dbt", - "path": "macros/materializations/models/incremental/strategies.sql", - "original_file_path": "macros/materializations/models/incremental/strategies.sql", - "unique_id": "macro.dbt.default__get_incremental_append_sql", - "macro_sql": "{% macro default__get_incremental_append_sql(arg_dict) %}\n\n {% do return(get_insert_into_sql(arg_dict[\"target_relation\"], arg_dict[\"temp_relation\"], arg_dict[\"dest_columns\"])) %}\n\n{% endmacro %}", - "depends_on": { "macros": ["macro.dbt.get_insert_into_sql"] }, + "package_name": "elementary", + "path": "macros/edr/data_monitoring/monitors_query/table_monitoring_query.sql", + "original_file_path": "macros/edr/data_monitoring/monitors_query/table_monitoring_query.sql", + "unique_id": "macro.elementary.table_monitoring_query", + "macro_sql": "{% macro table_monitoring_query(monitored_table, monitored_table_relation, min_bucket_start, max_bucket_end, table_monitors, days_back, metric_properties) %}\n\n {%- set full_table_name_str = elementary.edr_quote(elementary.relation_to_full_name(monitored_table_relation)) %}\n {%- set timestamp_column = metric_properties.timestamp_column %}\n\n with monitored_table as (\n select * from {{ monitored_table }}\n {% if metric_properties.where_expression %} where {{ metric_properties.where_expression }} {% endif %}\n ),\n\n {% if timestamp_column %}\n buckets as (\n select edr_bucket_start, edr_bucket_end\n from ({{ elementary.complete_buckets_cte(metric_properties, min_bucket_start, max_bucket_end) }}) results\n where edr_bucket_start >= {{ elementary.edr_cast_as_timestamp(min_bucket_start) }}\n and edr_bucket_end <= {{ elementary.edr_cast_as_timestamp(max_bucket_end) }}\n ),\n\n time_filtered_monitored_table as (\n select *,\n {{ elementary.get_start_bucket_in_data(timestamp_column, min_bucket_start, metric_properties.time_bucket) }} as start_bucket_in_data\n from monitored_table\n where\n {{ elementary.edr_cast_as_timestamp(timestamp_column) }} >= (select min(edr_bucket_start) from buckets)\n and {{ elementary.edr_cast_as_timestamp(timestamp_column) }} < (select max(edr_bucket_end) from buckets)\n ),\n {% endif %}\n\n metrics as (\n {{ elementary.get_unified_metrics_query(metrics=table_monitors,\n metric_properties=metric_properties) }}\n ),\n\n {% if timestamp_column %}\n metrics_final as (\n\n select\n {{ elementary.edr_cast_as_string(full_table_name_str) }} as full_table_name,\n {{ elementary.null_string() }} as column_name,\n metric_name,\n {{ elementary.edr_cast_as_float('metric_value') }} as metric_value,\n source_value,\n edr_bucket_start as bucket_start,\n edr_bucket_end as bucket_end,\n {{ elementary.timediff(\"hour\", \"edr_bucket_start\", \"edr_bucket_end\") }} as bucket_duration_hours,\n {{ elementary.null_string() }} as dimension,\n {{ elementary.null_string() }} as dimension_value,\n {{elementary.dict_to_quoted_json(metric_properties) }} as metric_properties\n from\n metrics\n where (metric_value is not null and cast(metric_value as {{ elementary.edr_type_int() }}) < {{ elementary.get_config_var('max_int') }}) or\n metric_value is null\n )\n {% else %}\n metrics_final as (\n\n select\n {{ elementary.edr_cast_as_string(full_table_name_str) }} as full_table_name,\n {{ elementary.null_string() }} as column_name,\n metric_name,\n {{ elementary.edr_cast_as_float('metric_value') }} as metric_value,\n {{ elementary.null_string() }} as source_value,\n {{ elementary.null_timestamp() }} as bucket_start,\n {{ elementary.edr_cast_as_timestamp(elementary.edr_quote(elementary.run_started_at_as_string())) }} as bucket_end,\n {{ elementary.null_int() }} as bucket_duration_hours,\n {{ elementary.null_string() }} as dimension,\n {{ elementary.null_string() }} as dimension_value,\n {{elementary.dict_to_quoted_json(metric_properties) }} as metric_properties\n from metrics\n\n )\n {% endif %}\n\n select\n {{ elementary.generate_surrogate_key([\n 'full_table_name',\n 'column_name',\n 'metric_name',\n 'bucket_end',\n 'metric_properties'\n ]) }} as id,\n full_table_name,\n column_name,\n metric_name,\n metric_value,\n source_value,\n bucket_start,\n bucket_end,\n bucket_duration_hours,\n {{ elementary.edr_current_timestamp_in_utc() }} as updated_at,\n dimension,\n dimension_value,\n metric_properties\n from metrics_final\n\n{% endmacro %}", + "depends_on": { + "macros": [ + "macro.elementary.edr_quote", + "macro.elementary.relation_to_full_name", + "macro.elementary.complete_buckets_cte", + "macro.elementary.edr_cast_as_timestamp", + "macro.elementary.get_start_bucket_in_data", + "macro.elementary.get_unified_metrics_query", + "macro.elementary.edr_cast_as_string", + "macro.elementary.null_string", + "macro.elementary.edr_cast_as_float", + "macro.elementary.timediff", + "macro.elementary.dict_to_quoted_json", + "macro.elementary.edr_type_int", + "macro.elementary.get_config_var", + "macro.elementary.null_timestamp", + "macro.elementary.run_started_at_as_string", + "macro.elementary.null_int", + "macro.elementary.generate_surrogate_key", + "macro.elementary.edr_current_timestamp_in_utc" + ] + }, "description": "", "meta": {}, "docs": { "show": true, "node_color": null }, "patch_path": null, "arguments": [], - "created_at": 1693603073.6694121, + "created_at": 1699027426.439832, "supported_languages": null }, - "macro.dbt.get_incremental_delete_insert_sql": { - "name": "get_incremental_delete_insert_sql", + "macro.elementary.get_unified_metrics_query": { + "name": "get_unified_metrics_query", "resource_type": "macro", - "package_name": "dbt", - "path": "macros/materializations/models/incremental/strategies.sql", - "original_file_path": "macros/materializations/models/incremental/strategies.sql", - "unique_id": "macro.dbt.get_incremental_delete_insert_sql", - "macro_sql": "{% macro get_incremental_delete_insert_sql(arg_dict) %}\n\n {{ return(adapter.dispatch('get_incremental_delete_insert_sql', 'dbt')(arg_dict)) }}\n\n{% endmacro %}", + "package_name": "elementary", + "path": "macros/edr/data_monitoring/monitors_query/table_monitoring_query.sql", + "original_file_path": "macros/edr/data_monitoring/monitors_query/table_monitoring_query.sql", + "unique_id": "macro.elementary.get_unified_metrics_query", + "macro_sql": "{% macro get_unified_metrics_query(metrics, metric_properties) %}\n {%- set included_monitors = {} %}\n {%- for metric_name in metrics %}\n {%- set metric_query = elementary.get_metric_query(metric_name, metric_properties) %}\n {%- if metric_query %}\n {% do included_monitors.update({metric_name: metric_query}) %}\n {%- endif %}\n {%- endfor %}\n\n {% if not included_monitors %}\n {% if metric_properties.timestamp_column %}\n {% do return(elementary.empty_table([('edr_bucket_start','timestamp'),('edr_bucket_end','timestamp'),('metric_name','string'),('source_value','string'),('metric_value','int')])) %}\n {% else %}\n {% do return(elementary.empty_table([('metric_name','string'),('metric_value','int')])) %}\n {% endif %}\n {% endif %}\n\n with\n {%- for metric_name, metric_query in included_monitors.items() %}\n {{ metric_name }} as (\n {{ metric_query }}\n ){% if not loop.last %},{% endif %}\n {%- endfor %}\n\n {%- for metric_name in included_monitors %}\n select * from {{ metric_name }}\n {% if not loop.last %} union all {% endif %}\n {%- endfor %}\n{% endmacro %}", "depends_on": { "macros": [ - "macro.dbt.default__get_incremental_delete_insert_sql" + "macro.elementary.get_metric_query", + "macro.elementary.empty_table" ] }, "description": "", @@ -4526,75 +21878,91 @@ "docs": { "show": true, "node_color": null }, "patch_path": null, "arguments": [], - "created_at": 1693603073.6696, + "created_at": 1699027426.441066, "supported_languages": null }, - "macro.dbt.default__get_incremental_delete_insert_sql": { - "name": "default__get_incremental_delete_insert_sql", + "macro.elementary.get_metric_query": { + "name": "get_metric_query", "resource_type": "macro", - "package_name": "dbt", - "path": "macros/materializations/models/incremental/strategies.sql", - "original_file_path": "macros/materializations/models/incremental/strategies.sql", - "unique_id": "macro.dbt.default__get_incremental_delete_insert_sql", - "macro_sql": "{% macro default__get_incremental_delete_insert_sql(arg_dict) %}\n\n {% do return(get_delete_insert_merge_sql(arg_dict[\"target_relation\"], arg_dict[\"temp_relation\"], arg_dict[\"unique_key\"], arg_dict[\"dest_columns\"], arg_dict[\"incremental_predicates\"])) %}\n\n{% endmacro %}", - "depends_on": { - "macros": ["macro.dbt.get_delete_insert_merge_sql"] - }, + "package_name": "elementary", + "path": "macros/edr/data_monitoring/monitors_query/table_monitoring_query.sql", + "original_file_path": "macros/edr/data_monitoring/monitors_query/table_monitoring_query.sql", + "unique_id": "macro.elementary.get_metric_query", + "macro_sql": "{% macro get_metric_query(metric_name, metric_properties) %}\n {%- set metrics_macro_mapping = {\n \"row_count\": elementary.row_count_metric_query,\n \"freshness\": elementary.freshness_metric_query,\n \"event_freshness\": elementary.event_freshness_metric_query\n } %}\n\n {%- set metric_macro = metrics_macro_mapping.get(metric_name) %}\n {%- if not metric_macro %}\n {%- do return(none) %}\n {%- endif %}\n\n {%- set metric_query = metric_macro(metric_properties) %}\n {%- if not metric_query %}\n {%- do return(none) %}\n {%- endif %}\n\n {{ metric_query }}\n{% endmacro %}", + "depends_on": { "macros": [] }, "description": "", "meta": {}, "docs": { "show": true, "node_color": null }, "patch_path": null, "arguments": [], - "created_at": 1693603073.669889, + "created_at": 1699027426.441602, "supported_languages": null }, - "macro.dbt.get_incremental_merge_sql": { - "name": "get_incremental_merge_sql", + "macro.elementary.row_count_metric_query": { + "name": "row_count_metric_query", "resource_type": "macro", - "package_name": "dbt", - "path": "macros/materializations/models/incremental/strategies.sql", - "original_file_path": "macros/materializations/models/incremental/strategies.sql", - "unique_id": "macro.dbt.get_incremental_merge_sql", - "macro_sql": "{% macro get_incremental_merge_sql(arg_dict) %}\n\n {{ return(adapter.dispatch('get_incremental_merge_sql', 'dbt')(arg_dict)) }}\n\n{% endmacro %}", + "package_name": "elementary", + "path": "macros/edr/data_monitoring/monitors_query/table_monitoring_query.sql", + "original_file_path": "macros/edr/data_monitoring/monitors_query/table_monitoring_query.sql", + "unique_id": "macro.elementary.row_count_metric_query", + "macro_sql": "{% macro row_count_metric_query(metric_properties) %}\n{% if metric_properties.timestamp_column %}\n with row_count_values as (\n select edr_bucket_start,\n edr_bucket_end,\n start_bucket_in_data,\n case when start_bucket_in_data is null then\n 0\n else {{ elementary.edr_cast_as_float(elementary.row_count()) }} end as row_count_value\n from buckets left join time_filtered_monitored_table on (edr_bucket_start = start_bucket_in_data)\n group by 1,2,3\n )\n\n select edr_bucket_start,\n edr_bucket_end,\n {{ elementary.const_as_string('row_count') }} as metric_name,\n {{ elementary.null_string() }} as source_value,\n row_count_value as metric_value\n from row_count_values\n{% else %}\n select\n {{ elementary.const_as_string('row_count') }} as metric_name,\n {{ elementary.row_count() }} as metric_value\n from monitored_table\n group by 1\n{% endif %}\n{% endmacro %}", "depends_on": { - "macros": ["macro.dbt.default__get_incremental_merge_sql"] + "macros": [ + "macro.elementary.edr_cast_as_float", + "macro.elementary.row_count", + "macro.elementary.const_as_string", + "macro.elementary.null_string" + ] }, "description": "", "meta": {}, "docs": { "show": true, "node_color": null }, "patch_path": null, "arguments": [], - "created_at": 1693603073.6700711, + "created_at": 1699027426.4420722, "supported_languages": null }, - "macro.dbt.default__get_incremental_merge_sql": { - "name": "default__get_incremental_merge_sql", + "macro.elementary.freshness_metric_query": { + "name": "freshness_metric_query", "resource_type": "macro", - "package_name": "dbt", - "path": "macros/materializations/models/incremental/strategies.sql", - "original_file_path": "macros/materializations/models/incremental/strategies.sql", - "unique_id": "macro.dbt.default__get_incremental_merge_sql", - "macro_sql": "{% macro default__get_incremental_merge_sql(arg_dict) %}\n\n {% do return(get_merge_sql(arg_dict[\"target_relation\"], arg_dict[\"temp_relation\"], arg_dict[\"unique_key\"], arg_dict[\"dest_columns\"], arg_dict[\"incremental_predicates\"])) %}\n\n{% endmacro %}", - "depends_on": { "macros": ["macro.dbt.get_merge_sql"] }, + "package_name": "elementary", + "path": "macros/edr/data_monitoring/monitors_query/table_monitoring_query.sql", + "original_file_path": "macros/edr/data_monitoring/monitors_query/table_monitoring_query.sql", + "unique_id": "macro.elementary.freshness_metric_query", + "macro_sql": "{% macro freshness_metric_query(metric_properties) %}\n{% if metric_properties.timestamp_column %}\n {%- set freshness_column = metric_properties.freshness_column %}\n {%- if not freshness_column %}\n {%- set freshness_column = metric_properties.timestamp_column %}\n {%- endif %}\n\n -- get ordered consecutive update timestamps in the source data\n with unique_timestamps as (\n select distinct {{ elementary.edr_cast_as_timestamp(freshness_column) }} as timestamp_val\n from monitored_table\n order by 1\n ),\n\n -- compute freshness for every update as the time difference from the previous update\n consecutive_updates_freshness as (\n select\n timestamp_val as update_timestamp,\n {{ elementary.timediff('second', 'lag(timestamp_val) over (order by timestamp_val)', 'timestamp_val') }} as freshness\n from unique_timestamps\n where timestamp_val >= (select min(edr_bucket_start) from buckets)\n ),\n\n -- divide the freshness metrics above to buckets\n bucketed_consecutive_updates_freshness as (\n select\n edr_bucket_start, edr_bucket_end, update_timestamp, freshness\n from buckets cross join consecutive_updates_freshness\n where update_timestamp >= edr_bucket_start AND update_timestamp < edr_bucket_end\n ),\n\n -- we also want to record the freshness at the end of each bucket as an additional point. By this we mean\n -- the time that passed since the last update in the bucket and the end of the bucket.\n bucket_end_freshness as (\n select\n edr_bucket_start,\n edr_bucket_end,\n max(timestamp_val) as update_timestamp,\n {{ elementary.timediff('second', elementary.edr_cast_as_timestamp('max(timestamp_val)'), \"least(edr_bucket_end, {})\".format(elementary.current_timestamp_column())) }} as freshness\n from buckets cross join unique_timestamps\n where timestamp_val < edr_bucket_end\n group by 1,2\n ),\n\n -- create a single table with all the freshness values\n bucket_all_freshness_metrics as (\n select * from bucketed_consecutive_updates_freshness\n union all\n select * from bucket_end_freshness\n ),\n\n -- get all the freshness values, ranked by size (we use partition by and not group by, because we also want to have\n -- the associated timestamp as source value)\n bucket_freshness_ranked as (\n select\n *,\n row_number () over (partition by edr_bucket_end order by freshness is null, freshness desc) as row_number\n from bucket_all_freshness_metrics\n )\n\n select\n edr_bucket_start,\n edr_bucket_end,\n {{ elementary.const_as_string('freshness') }} as metric_name,\n {{ elementary.edr_cast_as_string('update_timestamp') }} as source_value,\n freshness as metric_value\n from bucket_freshness_ranked\n where row_number = 1\n{% else %}\n {% do exceptions.raise_compiler_error(\"freshness_anomalies test is not supported without timestamp_column.\") %}\n {# TODO: We can enhance this test for models to use model_run_results in case a timestamp column is not defined #}\n {% do return(none) %}\n{% endif %}\n{% endmacro %}", + "depends_on": { + "macros": [ + "macro.elementary.edr_cast_as_timestamp", + "macro.elementary.timediff", + "macro.elementary.current_timestamp_column", + "macro.elementary.const_as_string", + "macro.elementary.edr_cast_as_string" + ] + }, "description": "", "meta": {}, "docs": { "show": true, "node_color": null }, "patch_path": null, "arguments": [], - "created_at": 1693603073.670369, + "created_at": 1699027426.4429598, "supported_languages": null }, - "macro.dbt.get_incremental_insert_overwrite_sql": { - "name": "get_incremental_insert_overwrite_sql", + "macro.elementary.event_freshness_metric_query": { + "name": "event_freshness_metric_query", "resource_type": "macro", - "package_name": "dbt", - "path": "macros/materializations/models/incremental/strategies.sql", - "original_file_path": "macros/materializations/models/incremental/strategies.sql", - "unique_id": "macro.dbt.get_incremental_insert_overwrite_sql", - "macro_sql": "{% macro get_incremental_insert_overwrite_sql(arg_dict) %}\n\n {{ return(adapter.dispatch('get_incremental_insert_overwrite_sql', 'dbt')(arg_dict)) }}\n\n{% endmacro %}", + "package_name": "elementary", + "path": "macros/edr/data_monitoring/monitors_query/table_monitoring_query.sql", + "original_file_path": "macros/edr/data_monitoring/monitors_query/table_monitoring_query.sql", + "unique_id": "macro.elementary.event_freshness_metric_query", + "macro_sql": "{% macro event_freshness_metric_query(metric_properties) %}\n{% set event_timestamp_column = metric_properties.event_timestamp_column %}\n{% set update_timestamp_column = metric_properties.timestamp_column %}\n\n{% if update_timestamp_column %}\n select\n edr_bucket_start,\n edr_bucket_end,\n {{ elementary.const_as_string('event_freshness') }} as metric_name,\n {{ elementary.edr_cast_as_string('max({})'.format(event_timestamp_column)) }} as source_value,\n {{ 'coalesce(max({}), {})'.format(\n elementary.timediff('second', elementary.edr_cast_as_timestamp(event_timestamp_column), elementary.edr_cast_as_timestamp(update_timestamp_column)),\n elementary.timediff('second', 'edr_bucket_start', 'edr_bucket_end')\n ) }} as metric_value\n from buckets left join time_filtered_monitored_table on (edr_bucket_start = start_bucket_in_data)\n group by 1,2\n{% else %}\n select\n {{ elementary.const_as_string('event_freshness') }} as metric_name,\n {{ elementary.timediff('second', elementary.edr_cast_as_timestamp(\"max({})\".format(event_timestamp_column)), elementary.edr_quote(elementary.get_run_started_at())) }} as metric_value\n from monitored_table\n group by 1\n{% endif %}\n{% endmacro %}", "depends_on": { "macros": [ - "macro.dbt.default__get_incremental_insert_overwrite_sql" + "macro.elementary.const_as_string", + "macro.elementary.edr_cast_as_string", + "macro.elementary.timediff", + "macro.elementary.edr_cast_as_timestamp", + "macro.elementary.edr_quote", + "macro.elementary.get_run_started_at" ] }, "description": "", @@ -4602,111 +21970,106 @@ "docs": { "show": true, "node_color": null }, "patch_path": null, "arguments": [], - "created_at": 1693603073.670553, + "created_at": 1699027426.4437609, "supported_languages": null }, - "macro.dbt.default__get_incremental_insert_overwrite_sql": { - "name": "default__get_incremental_insert_overwrite_sql", + "macro.elementary.get_column_obj_and_monitors": { + "name": "get_column_obj_and_monitors", "resource_type": "macro", - "package_name": "dbt", - "path": "macros/materializations/models/incremental/strategies.sql", - "original_file_path": "macros/materializations/models/incremental/strategies.sql", - "unique_id": "macro.dbt.default__get_incremental_insert_overwrite_sql", - "macro_sql": "{% macro default__get_incremental_insert_overwrite_sql(arg_dict) %}\n\n {% do return(get_insert_overwrite_merge_sql(arg_dict[\"target_relation\"], arg_dict[\"temp_relation\"], arg_dict[\"dest_columns\"], arg_dict[\"incremental_predicates\"])) %}\n\n{% endmacro %}", + "package_name": "elementary", + "path": "macros/edr/data_monitoring/data_monitors_configuration/get_column_monitors.sql", + "original_file_path": "macros/edr/data_monitoring/data_monitors_configuration/get_column_monitors.sql", + "unique_id": "macro.elementary.get_column_obj_and_monitors", + "macro_sql": "{% macro get_column_obj_and_monitors(model_relation, column_name, column_tests=none) %}\n\n {% set column_obj_and_monitors = [] %}\n {% set column_objects = adapter.get_columns_in_relation(model_relation) %}\n {% for column_obj in column_objects %}\n {% if column_obj.name | lower == column_name | lower %}\n {% set column_monitors = elementary.column_monitors_by_type(column_obj.dtype, column_tests) %}\n {% set column_item = {'column': column_obj, 'monitors': column_monitors} %}\n {{ return(column_item) }}\n {% endif %}\n {% endfor %}\n\n {{ return(none) }}\n\n{% endmacro %}", "depends_on": { - "macros": ["macro.dbt.get_insert_overwrite_merge_sql"] + "macros": ["macro.elementary.column_monitors_by_type"] }, "description": "", "meta": {}, "docs": { "show": true, "node_color": null }, "patch_path": null, "arguments": [], - "created_at": 1693603073.670808, + "created_at": 1699027426.4460568, "supported_languages": null }, - "macro.dbt.get_incremental_default_sql": { - "name": "get_incremental_default_sql", + "macro.elementary.get_all_column_obj_and_monitors": { + "name": "get_all_column_obj_and_monitors", "resource_type": "macro", - "package_name": "dbt", - "path": "macros/materializations/models/incremental/strategies.sql", - "original_file_path": "macros/materializations/models/incremental/strategies.sql", - "unique_id": "macro.dbt.get_incremental_default_sql", - "macro_sql": "{% macro get_incremental_default_sql(arg_dict) %}\n\n {{ return(adapter.dispatch('get_incremental_default_sql', 'dbt')(arg_dict)) }}\n\n{% endmacro %}", + "package_name": "elementary", + "path": "macros/edr/data_monitoring/data_monitors_configuration/get_column_monitors.sql", + "original_file_path": "macros/edr/data_monitoring/data_monitors_configuration/get_column_monitors.sql", + "unique_id": "macro.elementary.get_all_column_obj_and_monitors", + "macro_sql": "{% macro get_all_column_obj_and_monitors(model_relation, column_tests=none) %}\n\n {% set column_obj_and_monitors = [] %}\n {% set column_objects = adapter.get_columns_in_relation(model_relation) %}\n\n {% for column_obj in column_objects %}\n {% set column_monitors = elementary.column_monitors_by_type(column_obj.dtype, column_tests) %}\n {% set column_item = {'column': column_obj, 'monitors': column_monitors} %}\n {% do column_obj_and_monitors.append(column_item) %}\n {% endfor %}\n\n {{ return(column_obj_and_monitors) }}\n\n{% endmacro %}", "depends_on": { - "macros": [ - "macro.dbt_snowflake.snowflake__get_incremental_default_sql" - ] + "macros": ["macro.elementary.column_monitors_by_type"] }, "description": "", "meta": {}, "docs": { "show": true, "node_color": null }, "patch_path": null, "arguments": [], - "created_at": 1693603073.670986, + "created_at": 1699027426.4465961, "supported_languages": null }, - "macro.dbt.default__get_incremental_default_sql": { - "name": "default__get_incremental_default_sql", + "macro.elementary.column_monitors_by_type": { + "name": "column_monitors_by_type", "resource_type": "macro", - "package_name": "dbt", - "path": "macros/materializations/models/incremental/strategies.sql", - "original_file_path": "macros/materializations/models/incremental/strategies.sql", - "unique_id": "macro.dbt.default__get_incremental_default_sql", - "macro_sql": "{% macro default__get_incremental_default_sql(arg_dict) %}\n\n {% do return(get_incremental_append_sql(arg_dict)) %}\n\n{% endmacro %}", + "package_name": "elementary", + "path": "macros/edr/data_monitoring/data_monitors_configuration/get_column_monitors.sql", + "original_file_path": "macros/edr/data_monitoring/data_monitors_configuration/get_column_monitors.sql", + "unique_id": "macro.elementary.column_monitors_by_type", + "macro_sql": "{% macro column_monitors_by_type(data_type, column_tests=none) %}\n {% set normalized_data_type = elementary.normalize_data_type(data_type) %}\n {% set monitors = [] %}\n {% set chosen_monitors = column_tests or elementary.get_agg_column_monitors(only_defaults=true) %}\n {% set available_monitors = elementary.get_available_monitors() %}\n\n {% set any_type_monitors = elementary.lists_intersection(chosen_monitors, available_monitors[\"column_any_type\"]) %}\n {% do monitors.extend(any_type_monitors) %}\n {% if normalized_data_type == 'numeric' %}\n {% set numeric_monitors = elementary.lists_intersection(chosen_monitors, available_monitors[\"column_numeric\"]) %}\n {% do monitors.extend(numeric_monitors) %}\n {% elif normalized_data_type == 'string' %}\n {% set string_monitors = elementary.lists_intersection(chosen_monitors, available_monitors[\"column_string\"]) %}\n {% do monitors.extend(string_monitors) %}\n {% endif %}\n {{ return(monitors | unique | list) }}\n{% endmacro %}", "depends_on": { - "macros": ["macro.dbt.get_incremental_append_sql"] + "macros": [ + "macro.elementary.normalize_data_type", + "macro.elementary.get_agg_column_monitors", + "macro.elementary.get_available_monitors", + "macro.elementary.lists_intersection" + ] }, "description": "", "meta": {}, "docs": { "show": true, "node_color": null }, "patch_path": null, "arguments": [], - "created_at": 1693603073.671144, + "created_at": 1699027426.447598, "supported_languages": null }, - "macro.dbt.get_insert_into_sql": { - "name": "get_insert_into_sql", + "macro.elementary.get_agg_column_monitors": { + "name": "get_agg_column_monitors", "resource_type": "macro", - "package_name": "dbt", - "path": "macros/materializations/models/incremental/strategies.sql", - "original_file_path": "macros/materializations/models/incremental/strategies.sql", - "unique_id": "macro.dbt.get_insert_into_sql", - "macro_sql": "{% macro get_insert_into_sql(target_relation, temp_relation, dest_columns) %}\n\n {%- set dest_cols_csv = get_quoted_csv(dest_columns | map(attribute=\"name\")) -%}\n\n insert into {{ target_relation }} ({{ dest_cols_csv }})\n (\n select {{ dest_cols_csv }}\n from {{ temp_relation }}\n )\n\n{% endmacro %}", - "depends_on": { "macros": ["macro.dbt.get_quoted_csv"] }, + "package_name": "elementary", + "path": "macros/edr/data_monitoring/data_monitors_configuration/get_column_monitors.sql", + "original_file_path": "macros/edr/data_monitoring/data_monitors_configuration/get_column_monitors.sql", + "unique_id": "macro.elementary.get_agg_column_monitors", + "macro_sql": "{% macro get_agg_column_monitors(only_defaults=false) %}\n {% set agg_column_monitors = [] %}\n {% if only_defaults %}\n {% set monitors = elementary.get_default_monitors() %}\n {% else %}\n {% set monitors = elementary.get_available_monitors() %}\n {% endif %}\n {% do agg_column_monitors.extend(monitors['column_any_type']) %}\n {% do agg_column_monitors.extend(monitors['column_string']) %}\n {% do agg_column_monitors.extend(monitors['column_numeric']) %}\n {{ return(agg_column_monitors) }}\n{% endmacro %}", + "depends_on": { + "macros": [ + "macro.elementary.get_default_monitors", + "macro.elementary.get_available_monitors" + ] + }, "description": "", "meta": {}, "docs": { "show": true, "node_color": null }, "patch_path": null, "arguments": [], - "created_at": 1693603073.671406, + "created_at": 1699027426.4481542, "supported_languages": null }, - "macro.dbt.materialization_incremental_default": { - "name": "materialization_incremental_default", + "macro.elementary.get_final_table_monitors": { + "name": "get_final_table_monitors", "resource_type": "macro", - "package_name": "dbt", - "path": "macros/materializations/models/incremental/incremental.sql", - "original_file_path": "macros/materializations/models/incremental/incremental.sql", - "unique_id": "macro.dbt.materialization_incremental_default", - "macro_sql": "{% materialization incremental, default -%}\n\n -- relations\n {%- set existing_relation = load_cached_relation(this) -%}\n {%- set target_relation = this.incorporate(type='table') -%}\n {%- set temp_relation = make_temp_relation(target_relation)-%}\n {%- set intermediate_relation = make_intermediate_relation(target_relation)-%}\n {%- set backup_relation_type = 'table' if existing_relation is none else existing_relation.type -%}\n {%- set backup_relation = make_backup_relation(target_relation, backup_relation_type) -%}\n\n -- configs\n {%- set unique_key = config.get('unique_key') -%}\n {%- set full_refresh_mode = (should_full_refresh() or existing_relation.is_view) -%}\n {%- set on_schema_change = incremental_validate_on_schema_change(config.get('on_schema_change'), default='ignore') -%}\n\n -- the temp_ and backup_ relations should not already exist in the database; get_relation\n -- will return None in that case. Otherwise, we get a relation that we can drop\n -- later, before we try to use this name for the current operation. This has to happen before\n -- BEGIN, in a separate transaction\n {%- set preexisting_intermediate_relation = load_cached_relation(intermediate_relation)-%}\n {%- set preexisting_backup_relation = load_cached_relation(backup_relation) -%}\n -- grab current tables grants config for comparision later on\n {% set grant_config = config.get('grants') %}\n {{ drop_relation_if_exists(preexisting_intermediate_relation) }}\n {{ drop_relation_if_exists(preexisting_backup_relation) }}\n\n {{ run_hooks(pre_hooks, inside_transaction=False) }}\n\n -- `BEGIN` happens here:\n {{ run_hooks(pre_hooks, inside_transaction=True) }}\n\n {% set to_drop = [] %}\n\n {% if existing_relation is none %}\n {% set build_sql = get_create_table_as_sql(False, target_relation, sql) %}\n {% elif full_refresh_mode %}\n {% set build_sql = get_create_table_as_sql(False, intermediate_relation, sql) %}\n {% set need_swap = true %}\n {% else %}\n {% do run_query(get_create_table_as_sql(True, temp_relation, sql)) %}\n {% do adapter.expand_target_column_types(\n from_relation=temp_relation,\n to_relation=target_relation) %}\n {#-- Process schema changes. Returns dict of changes if successful. Use source columns for upserting/merging --#}\n {% set dest_columns = process_schema_changes(on_schema_change, temp_relation, existing_relation) %}\n {% if not dest_columns %}\n {% set dest_columns = adapter.get_columns_in_relation(existing_relation) %}\n {% endif %}\n\n {#-- Get the incremental_strategy, the macro to use for the strategy, and build the sql --#}\n {% set incremental_strategy = config.get('incremental_strategy') or 'default' %}\n {% set incremental_predicates = config.get('predicates', none) or config.get('incremental_predicates', none) %}\n {% set strategy_sql_macro_func = adapter.get_incremental_strategy_macro(context, incremental_strategy) %}\n {% set strategy_arg_dict = ({'target_relation': target_relation, 'temp_relation': temp_relation, 'unique_key': unique_key, 'dest_columns': dest_columns, 'incremental_predicates': incremental_predicates }) %}\n {% set build_sql = strategy_sql_macro_func(strategy_arg_dict) %}\n\n {% endif %}\n\n {% call statement(\"main\") %}\n {{ build_sql }}\n {% endcall %}\n\n {% if need_swap %}\n {% do adapter.rename_relation(target_relation, backup_relation) %}\n {% do adapter.rename_relation(intermediate_relation, target_relation) %}\n {% do to_drop.append(backup_relation) %}\n {% endif %}\n\n {% set should_revoke = should_revoke(existing_relation, full_refresh_mode) %}\n {% do apply_grants(target_relation, grant_config, should_revoke=should_revoke) %}\n\n {% do persist_docs(target_relation, model) %}\n\n {% if existing_relation is none or existing_relation.is_view or should_full_refresh() %}\n {% do create_indexes(target_relation) %}\n {% endif %}\n\n {{ run_hooks(post_hooks, inside_transaction=True) }}\n\n -- `COMMIT` happens here\n {% do adapter.commit() %}\n\n {% for rel in to_drop %}\n {% do adapter.drop_relation(rel) %}\n {% endfor %}\n\n {{ run_hooks(post_hooks, inside_transaction=False) }}\n\n {{ return({'relations': [target_relation]}) }}\n\n{%- endmaterialization %}", + "package_name": "elementary", + "path": "macros/edr/data_monitoring/data_monitors_configuration/get_table_monitors.sql", + "original_file_path": "macros/edr/data_monitoring/data_monitors_configuration/get_table_monitors.sql", + "unique_id": "macro.elementary.get_final_table_monitors", + "macro_sql": "{% macro get_final_table_monitors(table_anomalies) %}\n {%- set final_table_monitors = [] %}\n\n {%- if table_anomalies and table_anomalies | length > 0 %}\n {%- set allowed_table_monitors = elementary.get_allowed_table_monitors() %}\n {%- set final_table_monitors = elementary.lists_intersection(table_anomalies, allowed_table_monitors) %}\n {%- else %}\n {%- set final_table_monitors = elementary.get_default_table_monitors() %}\n {%- endif %}\n {{ return(final_table_monitors) }}\n{% endmacro %}", "depends_on": { "macros": [ - "macro.dbt.load_cached_relation", - "macro.dbt.make_temp_relation", - "macro.dbt.make_intermediate_relation", - "macro.dbt.make_backup_relation", - "macro.dbt.should_full_refresh", - "macro.dbt.incremental_validate_on_schema_change", - "macro.dbt.drop_relation_if_exists", - "macro.dbt.run_hooks", - "macro.dbt.get_create_table_as_sql", - "macro.dbt.run_query", - "macro.dbt.process_schema_changes", - "macro.dbt.statement", - "macro.dbt.should_revoke", - "macro.dbt.apply_grants", - "macro.dbt.persist_docs", - "macro.dbt.create_indexes" + "macro.elementary.get_allowed_table_monitors", + "macro.elementary.lists_intersection", + "macro.elementary.get_default_table_monitors" ] }, "description": "", @@ -4714,38 +22077,57 @@ "docs": { "show": true, "node_color": null }, "patch_path": null, "arguments": [], - "created_at": 1693603073.676308, - "supported_languages": ["sql"] + "created_at": 1699027426.448834, + "supported_languages": null }, - "macro.dbt.incremental_validate_on_schema_change": { - "name": "incremental_validate_on_schema_change", + "macro.elementary.get_default_table_monitors": { + "name": "get_default_table_monitors", "resource_type": "macro", - "package_name": "dbt", - "path": "macros/materializations/models/incremental/on_schema_change.sql", - "original_file_path": "macros/materializations/models/incremental/on_schema_change.sql", - "unique_id": "macro.dbt.incremental_validate_on_schema_change", - "macro_sql": "{% macro incremental_validate_on_schema_change(on_schema_change, default='ignore') %}\n\n {% if on_schema_change not in ['sync_all_columns', 'append_new_columns', 'fail', 'ignore'] %}\n\n {% set log_message = 'Invalid value for on_schema_change (%s) specified. Setting default value of %s.' % (on_schema_change, default) %}\n {% do log(log_message) %}\n\n {{ return(default) }}\n\n {% else %}\n\n {{ return(on_schema_change) }}\n\n {% endif %}\n\n{% endmacro %}", + "package_name": "elementary", + "path": "macros/edr/data_monitoring/data_monitors_configuration/get_table_monitors.sql", + "original_file_path": "macros/edr/data_monitoring/data_monitors_configuration/get_table_monitors.sql", + "unique_id": "macro.elementary.get_default_table_monitors", + "macro_sql": "{% macro get_default_table_monitors() %}\n {%- set default_table_monitors = elementary.get_config_var('edr_monitors')['table'] | list %}\n {{ return(default_table_monitors) }}\n{% endmacro %}", + "depends_on": { "macros": ["macro.elementary.get_config_var"] }, + "description": "", + "meta": {}, + "docs": { "show": true, "node_color": null }, + "patch_path": null, + "arguments": [], + "created_at": 1699027426.4490461, + "supported_languages": null + }, + "macro.elementary.get_allowed_table_monitors": { + "name": "get_allowed_table_monitors", + "resource_type": "macro", + "package_name": "elementary", + "path": "macros/edr/data_monitoring/data_monitors_configuration/get_table_monitors.sql", + "original_file_path": "macros/edr/data_monitoring/data_monitors_configuration/get_table_monitors.sql", + "unique_id": "macro.elementary.get_allowed_table_monitors", + "macro_sql": "{% macro get_allowed_table_monitors() %}\n {% do return([\"row_count\", \"freshness\", \"event_freshness\"]) %}\n{% endmacro %}", "depends_on": { "macros": [] }, "description": "", "meta": {}, "docs": { "show": true, "node_color": null }, "patch_path": null, "arguments": [], - "created_at": 1693603073.682005, + "created_at": 1699027426.449211, "supported_languages": null }, - "macro.dbt.check_for_schema_changes": { - "name": "check_for_schema_changes", + "macro.elementary.get_trunc_min_bucket_start_expr": { + "name": "get_trunc_min_bucket_start_expr", "resource_type": "macro", - "package_name": "dbt", - "path": "macros/materializations/models/incremental/on_schema_change.sql", - "original_file_path": "macros/materializations/models/incremental/on_schema_change.sql", - "unique_id": "macro.dbt.check_for_schema_changes", - "macro_sql": "{% macro check_for_schema_changes(source_relation, target_relation) %}\n\n {% set schema_changed = False %}\n\n {%- set source_columns = adapter.get_columns_in_relation(source_relation) -%}\n {%- set target_columns = adapter.get_columns_in_relation(target_relation) -%}\n {%- set source_not_in_target = diff_columns(source_columns, target_columns) -%}\n {%- set target_not_in_source = diff_columns(target_columns, source_columns) -%}\n\n {% set new_target_types = diff_column_data_types(source_columns, target_columns) %}\n\n {% if source_not_in_target != [] %}\n {% set schema_changed = True %}\n {% elif target_not_in_source != [] or new_target_types != [] %}\n {% set schema_changed = True %}\n {% elif new_target_types != [] %}\n {% set schema_changed = True %}\n {% endif %}\n\n {% set changes_dict = {\n 'schema_changed': schema_changed,\n 'source_not_in_target': source_not_in_target,\n 'target_not_in_source': target_not_in_source,\n 'source_columns': source_columns,\n 'target_columns': target_columns,\n 'new_target_types': new_target_types\n } %}\n\n {% set msg %}\n In {{ target_relation }}:\n Schema changed: {{ schema_changed }}\n Source columns not in target: {{ source_not_in_target }}\n Target columns not in source: {{ target_not_in_source }}\n New column types: {{ new_target_types }}\n {% endset %}\n\n {% do log(msg) %}\n\n {{ return(changes_dict) }}\n\n{% endmacro %}", + "package_name": "elementary", + "path": "macros/edr/data_monitoring/data_monitors_configuration/get_buckets_configuration.sql", + "original_file_path": "macros/edr/data_monitoring/data_monitors_configuration/get_buckets_configuration.sql", + "unique_id": "macro.elementary.get_trunc_min_bucket_start_expr", + "macro_sql": "{% macro get_trunc_min_bucket_start_expr(metric_properties, days_back) %}\n {%- set untruncated_min = (elementary.get_run_started_at() - modules.datetime.timedelta(days_back | int)).strftime(\"%Y-%m-%d 00:00:00\") %}\n {%- set trunc_min_bucket_start_expr = elementary.edr_date_trunc(metric_properties.time_bucket.period, elementary.edr_cast_as_timestamp(elementary.edr_quote(untruncated_min)))%}\n {{ return(trunc_min_bucket_start_expr) }}\n{% endmacro %}", "depends_on": { "macros": [ - "macro.dbt.diff_columns", - "macro.dbt.diff_column_data_types" + "macro.elementary.get_run_started_at", + "macro.elementary.edr_date_trunc", + "macro.elementary.edr_cast_as_timestamp", + "macro.elementary.edr_quote" ] }, "description": "", @@ -4753,43 +22135,51 @@ "docs": { "show": true, "node_color": null }, "patch_path": null, "arguments": [], - "created_at": 1693603073.6831841, + "created_at": 1699027426.452346, "supported_languages": null }, - "macro.dbt.sync_column_schemas": { - "name": "sync_column_schemas", + "macro.elementary.get_backfill_bucket_start": { + "name": "get_backfill_bucket_start", "resource_type": "macro", - "package_name": "dbt", - "path": "macros/materializations/models/incremental/on_schema_change.sql", - "original_file_path": "macros/materializations/models/incremental/on_schema_change.sql", - "unique_id": "macro.dbt.sync_column_schemas", - "macro_sql": "{% macro sync_column_schemas(on_schema_change, target_relation, schema_changes_dict) %}\n\n {%- set add_to_target_arr = schema_changes_dict['source_not_in_target'] -%}\n\n {%- if on_schema_change == 'append_new_columns'-%}\n {%- if add_to_target_arr | length > 0 -%}\n {%- do alter_relation_add_remove_columns(target_relation, add_to_target_arr, none) -%}\n {%- endif -%}\n\n {% elif on_schema_change == 'sync_all_columns' %}\n {%- set remove_from_target_arr = schema_changes_dict['target_not_in_source'] -%}\n {%- set new_target_types = schema_changes_dict['new_target_types'] -%}\n\n {% if add_to_target_arr | length > 0 or remove_from_target_arr | length > 0 %}\n {%- do alter_relation_add_remove_columns(target_relation, add_to_target_arr, remove_from_target_arr) -%}\n {% endif %}\n\n {% if new_target_types != [] %}\n {% for ntt in new_target_types %}\n {% set column_name = ntt['column_name'] %}\n {% set new_type = ntt['new_type'] %}\n {% do alter_column_type(target_relation, column_name, new_type) %}\n {% endfor %}\n {% endif %}\n\n {% endif %}\n\n {% set schema_change_message %}\n In {{ target_relation }}:\n Schema change approach: {{ on_schema_change }}\n Columns added: {{ add_to_target_arr }}\n Columns removed: {{ remove_from_target_arr }}\n Data types changed: {{ new_target_types }}\n {% endset %}\n\n {% do log(schema_change_message) %}\n\n{% endmacro %}", - "depends_on": { - "macros": [ - "macro.dbt.alter_relation_add_remove_columns", - "macro.dbt.alter_column_type" - ] - }, + "package_name": "elementary", + "path": "macros/edr/data_monitoring/data_monitors_configuration/get_buckets_configuration.sql", + "original_file_path": "macros/edr/data_monitoring/data_monitors_configuration/get_buckets_configuration.sql", + "unique_id": "macro.elementary.get_backfill_bucket_start", + "macro_sql": "{% macro get_backfill_bucket_start(backfill_days, metric_properties) %}\n {% do return((elementary.get_run_started_at() - modules.datetime.timedelta(backfill_days)).strftime(\"%Y-%m-%d 00:00:00\")) %}\n{% endmacro %}", + "depends_on": { "macros": ["macro.elementary.get_run_started_at"] }, "description": "", "meta": {}, "docs": { "show": true, "node_color": null }, "patch_path": null, "arguments": [], - "created_at": 1693603073.684389, + "created_at": 1699027426.4525802, "supported_languages": null }, - "macro.dbt.process_schema_changes": { - "name": "process_schema_changes", + "macro.elementary.get_test_buckets_min_and_max": { + "name": "get_test_buckets_min_and_max", "resource_type": "macro", - "package_name": "dbt", - "path": "macros/materializations/models/incremental/on_schema_change.sql", - "original_file_path": "macros/materializations/models/incremental/on_schema_change.sql", - "unique_id": "macro.dbt.process_schema_changes", - "macro_sql": "{% macro process_schema_changes(on_schema_change, source_relation, target_relation) %}\n\n {% if on_schema_change == 'ignore' %}\n\n {{ return({}) }}\n\n {% else %}\n\n {% set schema_changes_dict = check_for_schema_changes(source_relation, target_relation) %}\n\n {% if schema_changes_dict['schema_changed'] %}\n\n {% if on_schema_change == 'fail' %}\n\n {% set fail_msg %}\n The source and target schemas on this incremental model are out of sync!\n They can be reconciled in several ways:\n - set the `on_schema_change` config to either append_new_columns or sync_all_columns, depending on your situation.\n - Re-run the incremental model with `full_refresh: True` to update the target schema.\n - update the schema manually and re-run the process.\n\n Additional troubleshooting context:\n Source columns not in target: {{ schema_changes_dict['source_not_in_target'] }}\n Target columns not in source: {{ schema_changes_dict['target_not_in_source'] }}\n New column types: {{ schema_changes_dict['new_target_types'] }}\n {% endset %}\n\n {% do exceptions.raise_compiler_error(fail_msg) %}\n\n {# -- unless we ignore, run the sync operation per the config #}\n {% else %}\n\n {% do sync_column_schemas(on_schema_change, target_relation, schema_changes_dict) %}\n\n {% endif %}\n\n {% endif %}\n\n {{ return(schema_changes_dict['source_columns']) }}\n\n {% endif %}\n\n{% endmacro %}", + "package_name": "elementary", + "path": "macros/edr/data_monitoring/data_monitors_configuration/get_buckets_configuration.sql", + "original_file_path": "macros/edr/data_monitoring/data_monitors_configuration/get_buckets_configuration.sql", + "unique_id": "macro.elementary.get_test_buckets_min_and_max", + "macro_sql": "{% macro get_test_buckets_min_and_max(model_relation, backfill_days, days_back, monitors=none, column_name=none, metric_properties=none, unit_test=false, unit_test_relation=none) %}\n\n {%- set run_start_expr = elementary.edr_cast_as_timestamp(elementary.edr_quote(elementary.run_started_at_as_string())) %}\n {%- set trunc_min_bucket_start_expr = elementary.get_trunc_min_bucket_start_expr(metric_properties, days_back) %}\n {%- set backfill_bucket_start = elementary.edr_cast_as_timestamp(elementary.edr_quote(elementary.get_backfill_bucket_start(backfill_days))) %}\n {%- set full_table_name = elementary.relation_to_full_name(model_relation) %}\n\n {%- if monitors %}\n {%- set monitors_tuple = elementary.strings_list_to_tuple(monitors) %}\n {%- endif %}\n\n {%- if unit_test %}\n {%- set monitors_runs_relation = dbt.load_relation(unit_test_relation) %}\n {%- else %}\n {%- set monitors_runs_relation = ref('monitors_runs') %}\n {%- endif %}\n\n {%- set regular_bucket_times_query %}\n with bucket_times as (\n select\n {{ trunc_min_bucket_start_expr }} as days_back_start\n , {{ run_start_expr }} as run_started\n ),\n full_buckets_calc as (\n select *,\n floor({{ elementary.edr_datediff('days_back_start', 'run_started', metric_properties.time_bucket.period) }} / {{ metric_properties.time_bucket.count }}) * {{ metric_properties.time_bucket.count }} as periods_until_max\n from bucket_times\n )\n select\n days_back_start as min_bucket_start,\n {{ elementary.edr_timeadd(metric_properties.time_bucket.period, 'periods_until_max', 'days_back_start') }} {# Add full buckets to last_max_bucket_end #}\n as max_bucket_end\n from full_buckets_calc\n {%- endset %}\n\n {%- set incremental_bucket_times_query %}\n with bucket_times as (\n select min(last_bucket_end) as last_max_bucket_end,\n min(first_bucket_end) as last_min_bucket_end,\n {{ trunc_min_bucket_start_expr }} as days_back_start,\n {{ backfill_bucket_start }} as backfill_start,\n {{ run_start_expr }} as run_started\n from {{ monitors_runs_relation }}\n where upper(full_table_name) = upper('{{ full_table_name }}')\n and metric_properties = {{ elementary.dict_to_quoted_json(metric_properties) }}\n {%- if monitors %}\n and metric_name in {{ monitors_tuple }}\n {%- endif %}\n {%- if column_name %}\n and upper(column_name) = upper('{{ column_name }}')\n {%- endif %}\n ),\n full_buckets_calc as (\n select *,\n {# How many periods we need to reduce from last_max_bucket_end to backfill full time buckets #}\n case\n when last_max_bucket_end is not null\n then least(ceil({{ elementary.edr_datediff('last_max_bucket_end', 'backfill_start', metric_properties.time_bucket.period) }} / {{ metric_properties.time_bucket.count }}), -1) * {{ metric_properties.time_bucket.count }}\n else 0\n end as periods_to_backfill,\n {# How many periods we need to add to last run time to get only full time buckets #}\n case\n when last_max_bucket_end is not null and last_max_bucket_end > days_back_start and last_min_bucket_end < days_back_start\n then floor({{ elementary.edr_datediff('last_max_bucket_end', 'run_started', metric_properties.time_bucket.period) }} / {{ metric_properties.time_bucket.count }}) * {{ metric_properties.time_bucket.count }}\n else floor({{ elementary.edr_datediff('days_back_start', 'run_started', metric_properties.time_bucket.period) }} / {{ metric_properties.time_bucket.count }}) * {{ metric_properties.time_bucket.count }}\n end as periods_until_max\n from bucket_times\n )\n select\n case\n {# This prevents gaps in buckets for the metric #}\n when last_max_bucket_end is null then days_back_start {# When this is the first run of this metric #}\n when last_max_bucket_end < days_back_start then days_back_start {# When the metric was not collected for a period longer than days_back #}\n when last_min_bucket_end > days_back_start then days_back_start {# When the metric was collected recently, but for a period that is smaller than days_back #}\n when last_max_bucket_end < backfill_start then last_max_bucket_end {# When the metric was not collected for a period longer than backfill_days #}\n else {{ elementary.edr_cast_as_timestamp(elementary.edr_timeadd(metric_properties.time_bucket.period, 'periods_to_backfill', 'last_max_bucket_end')) }} {# When backfill reduce full time buckets from last_max_bucket_end to backfill #}\n end as min_bucket_start,\n case\n {# This makes sure we collect only full bucket #}\n when last_max_bucket_end is null or last_max_bucket_end < days_back_start or last_min_bucket_end > days_back_start\n then {{ elementary.edr_cast_as_timestamp(elementary.edr_timeadd(metric_properties.time_bucket.period, 'periods_until_max', 'days_back_start')) }} {# Add full buckets to days_back_start #}\n else {{ elementary.edr_cast_as_timestamp(elementary.edr_timeadd(metric_properties.time_bucket.period, 'periods_until_max', 'last_max_bucket_end')) }} {# Add full buckets to last_max_bucket_end #}\n end as max_bucket_end\n from full_buckets_calc\n {%- endset %}\n\n {# We assume we should also cosider sources as incremental #}\n {% if not (elementary.is_incremental_model(elementary.get_model_graph_node(model), source_included=true) or unit_test) %}\n {%- set buckets = elementary.agate_to_dicts(elementary.run_query(regular_bucket_times_query))[0] %}\n {%- else %}\n {%- set buckets = elementary.agate_to_dicts(elementary.run_query(incremental_bucket_times_query))[0] %}\n {% endif %}\n\n {%- if buckets %}\n {%- set min_bucket_start = elementary.edr_quote(buckets.get('min_bucket_start')) %}\n {%- set max_bucket_end = elementary.edr_quote(buckets.get('max_bucket_end')) %}\n {{ return([min_bucket_start, max_bucket_end]) }}\n {%- else %}\n {{ exceptions.raise_compiler_error(\"Failed to calc test buckets min and max\") }}\n {%- endif %}\n\n{% endmacro %}", "depends_on": { "macros": [ - "macro.dbt.check_for_schema_changes", - "macro.dbt.sync_column_schemas" + "macro.elementary.edr_cast_as_timestamp", + "macro.elementary.edr_quote", + "macro.elementary.run_started_at_as_string", + "macro.elementary.get_trunc_min_bucket_start_expr", + "macro.elementary.get_backfill_bucket_start", + "macro.elementary.relation_to_full_name", + "macro.elementary.strings_list_to_tuple", + "macro.dbt.load_relation", + "macro.elementary.edr_datediff", + "macro.elementary.edr_timeadd", + "macro.elementary.dict_to_quoted_json", + "macro.elementary.is_incremental_model", + "macro.elementary.get_model_graph_node", + "macro.elementary.agate_to_dicts", + "macro.elementary.run_query" ] }, "description": "", @@ -4797,50 +22187,37 @@ "docs": { "show": true, "node_color": null }, "patch_path": null, "arguments": [], - "created_at": 1693603073.685211, + "created_at": 1699027426.455822, "supported_languages": null }, - "macro.dbt.materialization_materialized_view_default": { - "name": "materialization_materialized_view_default", + "macro.elementary.materialization_non_dbt_default": { + "name": "materialization_non_dbt_default", "resource_type": "macro", - "package_name": "dbt", - "path": "macros/materializations/models/materialized_view/materialized_view.sql", - "original_file_path": "macros/materializations/models/materialized_view/materialized_view.sql", - "unique_id": "macro.dbt.materialization_materialized_view_default", - "macro_sql": "{% materialization materialized_view, default %}\n {% set existing_relation = load_cached_relation(this) %}\n {% set target_relation = this.incorporate(type=this.MaterializedView) %}\n {% set intermediate_relation = make_intermediate_relation(target_relation) %}\n {% set backup_relation_type = target_relation.MaterializedView if existing_relation is none else existing_relation.type %}\n {% set backup_relation = make_backup_relation(target_relation, backup_relation_type) %}\n\n {{ materialized_view_setup(backup_relation, intermediate_relation, pre_hooks) }}\n\n {% set build_sql = materialized_view_get_build_sql(existing_relation, target_relation, backup_relation, intermediate_relation) %}\n\n {% if build_sql == '' %}\n {{ materialized_view_execute_no_op(target_relation) }}\n {% else %}\n {{ materialized_view_execute_build_sql(build_sql, existing_relation, target_relation, post_hooks) }}\n {% endif %}\n\n {{ materialized_view_teardown(backup_relation, intermediate_relation, post_hooks) }}\n\n {{ return({'relations': [target_relation]}) }}\n\n{% endmaterialization %}", - "depends_on": { - "macros": [ - "macro.dbt.load_cached_relation", - "macro.dbt.make_intermediate_relation", - "macro.dbt.make_backup_relation", - "macro.dbt.materialized_view_setup", - "macro.dbt.materialized_view_get_build_sql", - "macro.dbt.materialized_view_execute_no_op", - "macro.dbt.materialized_view_execute_build_sql", - "macro.dbt.materialized_view_teardown" - ] - }, + "package_name": "elementary", + "path": "macros/materializations/non_dbt.sql", + "original_file_path": "macros/materializations/non_dbt.sql", + "unique_id": "macro.elementary.materialization_non_dbt_default", + "macro_sql": "{% materialization non_dbt, default -%}\n {# The main statement executes the model, but does not create any table / view on the DWH #}\n {% call statement('main') -%}\n {{ sql }}\n {%- endcall %}\n {{ adapter.commit() }}\n {{ return({'relations': []}) }}\n{% endmaterialization %}", + "depends_on": { "macros": ["macro.dbt.statement"] }, "description": "", "meta": {}, "docs": { "show": true, "node_color": null }, "patch_path": null, "arguments": [], - "created_at": 1693603073.6900659, + "created_at": 1699027426.456198, "supported_languages": ["sql"] }, - "macro.dbt.materialized_view_setup": { - "name": "materialized_view_setup", + "macro.elementary.get_common_test_config": { + "name": "get_common_test_config", "resource_type": "macro", - "package_name": "dbt", - "path": "macros/materializations/models/materialized_view/materialized_view.sql", - "original_file_path": "macros/materializations/models/materialized_view/materialized_view.sql", - "unique_id": "macro.dbt.materialized_view_setup", - "macro_sql": "{% macro materialized_view_setup(backup_relation, intermediate_relation, pre_hooks) %}\n\n -- backup_relation and intermediate_relation should not already exist in the database\n -- it's possible these exist because of a previous run that exited unexpectedly\n {% set preexisting_backup_relation = load_cached_relation(backup_relation) %}\n {% set preexisting_intermediate_relation = load_cached_relation(intermediate_relation) %}\n\n -- drop the temp relations if they exist already in the database\n {{ drop_relation_if_exists(preexisting_backup_relation) }}\n {{ drop_relation_if_exists(preexisting_intermediate_relation) }}\n\n {{ run_hooks(pre_hooks, inside_transaction=False) }}\n\n{% endmacro %}", + "package_name": "elementary", + "path": "macros/utils/common_test_configs.sql", + "original_file_path": "macros/utils/common_test_configs.sql", + "unique_id": "macro.elementary.get_common_test_config", + "macro_sql": "{% macro get_common_test_config(flattened_test) %}\n {% set test_name = flattened_test[\"short_name\"] %}\n {% set test_namespace = flattened_test[\"test_namespace\"] %}\n {% do return(elementary.get_common_test_config_by_namespace_and_name(test_namespace, test_name)) %}\n{% endmacro %}", "depends_on": { "macros": [ - "macro.dbt.load_cached_relation", - "macro.dbt.drop_relation_if_exists", - "macro.dbt.run_hooks" + "macro.elementary.get_common_test_config_by_namespace_and_name" ] }, "description": "", @@ -4848,89 +22225,74 @@ "docs": { "show": true, "node_color": null }, "patch_path": null, "arguments": [], - "created_at": 1693603073.690437, + "created_at": 1699027426.46965, "supported_languages": null }, - "macro.dbt.materialized_view_teardown": { - "name": "materialized_view_teardown", + "macro.elementary.get_common_test_config_by_namespace_and_name": { + "name": "get_common_test_config_by_namespace_and_name", "resource_type": "macro", - "package_name": "dbt", - "path": "macros/materializations/models/materialized_view/materialized_view.sql", - "original_file_path": "macros/materializations/models/materialized_view/materialized_view.sql", - "unique_id": "macro.dbt.materialized_view_teardown", - "macro_sql": "{% macro materialized_view_teardown(backup_relation, intermediate_relation, post_hooks) %}\n\n -- drop the temp relations if they exist to leave the database clean for the next run\n {{ drop_relation_if_exists(backup_relation) }}\n {{ drop_relation_if_exists(intermediate_relation) }}\n\n {{ run_hooks(post_hooks, inside_transaction=False) }}\n\n{% endmacro %}", + "package_name": "elementary", + "path": "macros/utils/common_test_configs.sql", + "original_file_path": "macros/utils/common_test_configs.sql", + "unique_id": "macro.elementary.get_common_test_config_by_namespace_and_name", + "macro_sql": "{% macro get_common_test_config_by_namespace_and_name(test_namespace, test_name) %}\n {% set common_tests_configs_mapping = elementary.get_common_tests_configs_mapping() %}\n {% if test_namespace is none %}\n {% set test_namespace = \"dbt\" %}\n {% endif %}\n {% if test_namespace in common_tests_configs_mapping %}\n {% if test_name in common_tests_configs_mapping[test_namespace] %}\n {% do return(common_tests_configs_mapping[test_namespace][test_name]) %}\n {% endif %}\n {% endif %}\n {% do return(none) %}\n{% endmacro %}", "depends_on": { - "macros": [ - "macro.dbt.drop_relation_if_exists", - "macro.dbt.run_hooks" - ] + "macros": ["macro.elementary.get_common_tests_configs_mapping"] }, "description": "", "meta": {}, "docs": { "show": true, "node_color": null }, "patch_path": null, "arguments": [], - "created_at": 1693603073.690679, + "created_at": 1699027426.470172, "supported_languages": null }, - "macro.dbt.materialized_view_get_build_sql": { - "name": "materialized_view_get_build_sql", + "macro.elementary.get_common_tests_configs_mapping": { + "name": "get_common_tests_configs_mapping", "resource_type": "macro", - "package_name": "dbt", - "path": "macros/materializations/models/materialized_view/materialized_view.sql", - "original_file_path": "macros/materializations/models/materialized_view/materialized_view.sql", - "unique_id": "macro.dbt.materialized_view_get_build_sql", - "macro_sql": "{% macro materialized_view_get_build_sql(existing_relation, target_relation, backup_relation, intermediate_relation) %}\n\n {% set full_refresh_mode = should_full_refresh() %}\n\n -- determine the scenario we're in: create, full_refresh, alter, refresh data\n {% if existing_relation is none %}\n {% set build_sql = get_create_materialized_view_as_sql(target_relation, sql) %}\n {% elif full_refresh_mode or not existing_relation.is_materialized_view %}\n {% set build_sql = get_replace_materialized_view_as_sql(target_relation, sql, existing_relation, backup_relation, intermediate_relation) %}\n {% else %}\n\n -- get config options\n {% set on_configuration_change = config.get('on_configuration_change') %}\n {% set configuration_changes = get_materialized_view_configuration_changes(existing_relation, config) %}\n\n {% if configuration_changes is none %}\n {% set build_sql = refresh_materialized_view(target_relation) %}\n\n {% elif on_configuration_change == 'apply' %}\n {% set build_sql = get_alter_materialized_view_as_sql(target_relation, configuration_changes, sql, existing_relation, backup_relation, intermediate_relation) %}\n {% elif on_configuration_change == 'continue' %}\n {% set build_sql = '' %}\n {{ exceptions.warn(\"Configuration changes were identified and `on_configuration_change` was set to `continue` for `\" ~ target_relation ~ \"`\") }}\n {% elif on_configuration_change == 'fail' %}\n {{ exceptions.raise_fail_fast_error(\"Configuration changes were identified and `on_configuration_change` was set to `fail` for `\" ~ target_relation ~ \"`\") }}\n\n {% else %}\n -- this only happens if the user provides a value other than `apply`, 'skip', 'fail'\n {{ exceptions.raise_compiler_error(\"Unexpected configuration scenario\") }}\n\n {% endif %}\n\n {% endif %}\n\n {% do return(build_sql) %}\n\n{% endmacro %}", - "depends_on": { - "macros": [ - "macro.dbt.should_full_refresh", - "macro.dbt.get_create_materialized_view_as_sql", - "macro.dbt.get_replace_materialized_view_as_sql", - "macro.dbt.get_materialized_view_configuration_changes", - "macro.dbt.refresh_materialized_view", - "macro.dbt.get_alter_materialized_view_as_sql" - ] - }, + "package_name": "elementary", + "path": "macros/utils/common_test_configs.sql", + "original_file_path": "macros/utils/common_test_configs.sql", + "unique_id": "macro.elementary.get_common_tests_configs_mapping", + "macro_sql": "{% macro get_common_tests_configs_mapping() %}\n {#\n Configurations for common tests (dbt builtins, dbt_utils, dbt_expectations, etc)\n The format of the mapping is:\n {\n : {\n : \n }\n }\n The config may contain:\n description: A human readable description of the test.\n failed_row_count_calc: SQL expression to get the number of failed rows from the test result.\n quality_dimension: The quality dimension of the test, see https://www.getdbt.com/blog/data-quality-dimensions/ for details.\n #}\n {% set common_tests_configs_mapping = {\n \"dbt\": {\n \"not_null\": {\n \"description\": \"This test validates that there are no `null` values present in a column.\",\n \"quality_dimension\": \"completeness\",\n \"failed_row_count_calc\": \"count(*)\"\n },\n \"relationships\": {\n \"description\": \"This test validates that all of the records in a child table have a corresponding record in a parent table. This property is referred to as \\\"referential integrity\\\".\",\n \"quality_dimension\": \"consistency\",\n \"failed_row_count_calc\": \"count(*)\"\n },\n \"unique\": {\n \"description\": \"This test validates that there are no duplicate values present in a field.\",\n \"quality_dimension\": \"uniqueness\",\n \"failed_row_count_calc\": \"sum(n_records)\"\n },\n \"accepted_values\": {\n \"description\": \"This test validates that all of the values in a column are present in a supplied list of `values`. If any values other than those provided in the list are present, then the test will fail.\",\n \"quality_dimension\": \"validity\",\n \"failed_row_count_calc\": \"sum(n_records)\"\n }\n },\n \"dbt_expectations\": {\n \"expect_column_values_to_not_be_null\": {\n \"description\": \"Expect column values to not be null.\",\n \"quality_dimension\": \"completeness\",\n \"failed_row_count_calc\": \"count(*)\"\n },\n \"expect_column_values_to_be_null\": {\n \"description\": \"Expect column values to be null.\",\n \"quality_dimension\": \"completeness\",\n \"failed_row_count_calc\": \"count(*)\"\n },\n \"expect_column_values_to_be_in_set\": {\n \"description\": \"Expect each column value to be in a given set.\",\n \"quality_dimension\": \"validity\",\n \"failed_row_count_calc\": \"count(*)\"\n },\n \"expect_column_values_to_be_between\": {\n \"description\": \"Expect each column value to be between two values.\",\n \"quality_dimension\": \"validity\",\n \"failed_row_count_calc\": \"count(*)\"\n },\n \"expect_column_values_to_not_be_in_set\": {\n \"description\": \"Expect each column value not to be in a given set.\",\n \"quality_dimension\": \"validity\",\n \"failed_row_count_calc\": \"count(*)\"\n },\n \"expect_column_values_to_be_increasing\": {\n \"description\": \"Expect column values to be increasing. If `strictly: True`, then this expectation is only satisfied if each consecutive value is strictly increasing \\u2013 equal values are treated as failures.\",\n \"quality_dimension\": \"accuracy\",\n \"failed_row_count_calc\": \"count(*)\"\n },\n \"expect_column_values_to_be_decreasing\": {\n \"description\": \"Expect column values to be decreasing. If `strictly=True`, then this expectation is only satisfied if each consecutive value is strictly decreasing \\u2013 equal values are treated as failures.\",\n \"quality_dimension\": \"accuracy\",\n \"failed_row_count_calc\": \"count(*)\"\n },\n \"expect_column_value_lengths_to_be_between\": {\n \"description\": \"Expect column entries to be strings with length between a min_value value and a max_value value (inclusive).\",\n \"quality_dimension\": \"validity\",\n \"failed_row_count_calc\": \"count(*)\"\n },\n \"expect_column_value_lengths_to_equal\": {\n \"description\": \"Expect column entries to be strings with length equal to the provided value.\",\n \"quality_dimension\": \"validity\",\n \"failed_row_count_calc\": \"count(*)\"\n },\n \"expect_column_values_to_match_regex\": {\n \"description\": \"Expect column entries to be strings that match a given regular expression. Valid matches can be found anywhere in the string, for example \\\"[at]+\\\" will identify the following strings as expected: \\\"cat\\\", \\\"hat\\\", \\\"aa\\\", \\\"a\\\", and \\\"t\\\", and the following strings as unexpected: \\\"fish\\\", \\\"dog\\\". Optionally, `is_raw` indicates the `regex` pattern is a \\\"raw\\\" string and should be escaped. The default is `False`.\",\n \"quality_dimension\": \"validity\",\n \"failed_row_count_calc\": \"count(*)\"\n },\n \"expect_column_values_to_not_match_regex\": {\n \"description\": \"Expect column entries to be strings that do NOT match a given regular expression. The regex must not match any portion of the provided string. For example, \\\"[at]+\\\" would identify the following strings as expected: \\\"fish\\u201d, \\\"dog\\u201d, and the following as unexpected: \\\"cat\\u201d, \\\"hat\\u201d. Optionally, `is_raw` indicates the `regex` pattern is a \\\"raw\\\" string and should be escaped. The default is `False`.\",\n \"quality_dimension\": \"validity\",\n \"failed_row_count_calc\": \"count(*)\"\n },\n \"expect_column_values_to_match_regex_list\": {\n \"description\": \"Expect the column entries to be strings that can be matched to either any of or all of a list of regular expressions. Matches can be anywhere in the string. Optionally, `is_raw` indicates the `regex` patterns are \\\"raw\\\" strings and should be escaped. The default is `False`.\",\n \"quality_dimension\": \"validity\",\n \"failed_row_count_calc\": \"count(*)\"\n },\n \"expect_column_values_to_not_match_regex_list\": {\n \"description\": \"Expect the column entries to be strings that do not match any of a list of regular expressions. Matches can be anywhere in the string. Optionally, `is_raw` indicates the `regex` patterns are \\\"raw\\\" strings and should be escaped. The default is `False`.\",\n \"quality_dimension\": \"validity\",\n \"failed_row_count_calc\": \"count(*)\"\n },\n \"expect_column_values_to_match_like_pattern\": {\n \"description\": \"Expect column entries to be strings that match a given SQL like pattern.\",\n \"quality_dimension\": \"validity\",\n \"failed_row_count_calc\": \"count(*)\"\n },\n \"expect_column_values_to_not_match_like_pattern\": {\n \"description\": \"Expect column entries to be strings that do not match a given SQL like pattern.\",\n \"quality_dimension\": \"validity\",\n \"failed_row_count_calc\": \"count(*)\"\n },\n \"expect_column_values_to_match_like_pattern_list\": {\n \"description\": \"Expect the column entries to be strings that match any of a list of SQL like patterns.\",\n \"quality_dimension\": \"validity\",\n \"failed_row_count_calc\": \"count(*)\"\n },\n \"expect_column_values_to_not_match_like_pattern_list\": {\n \"description\": \"Expect the column entries to be strings that do not match any of a list of SQL like patterns.\",\n \"quality_dimension\": \"validity\",\n \"failed_row_count_calc\": \"count(*)\"\n },\n \"expect_column_pair_values_A_to_be_greater_than_B\": {\n \"description\": \"Expect values in column A to be greater than column B.\",\n \"quality_dimension\": \"accuracy\",\n \"failed_row_count_calc\": \"count(*)\"\n },\n \"expect_column_pair_values_to_be_equal\": {\n \"description\": \"Expect the values in column A to be the same as column B.\",\n \"quality_dimension\": \"accuracy\",\n \"failed_row_count_calc\": \"count(*)\"\n },\n \"expect_column_pair_values_to_be_in_set\": {\n \"description\": \"Expect paired values from columns A and B to belong to a set of valid pairs. Note: value pairs are expressed as lists within lists\",\n \"quality_dimension\": \"validity\",\n \"failed_row_count_calc\": \"count(*)\"\n },\n \"expect_select_column_values_to_be_unique_within_record\": {\n \"description\": \"Expect the values for each record to be unique across the columns listed. Note that records can be duplicated.\",\n \"quality_dimension\": \"validity\",\n \"failed_row_count_calc\": \"count(*)\"\n },\n \"expect_column_values_to_be_unique\": {\n \"description\": \"Expect each column value to be unique.\"\n },\n \"expect_compound_columns_to_be_unique\": {\n \"description\": \"Expect that the columns are unique together, e.g. a multi-column primary key.\"\n },\n \"expect_column_to_exist\": {\n \"description\": \"Expect the specified column to exist.\"\n },\n \"expect_row_values_to_have_recent_data\": {\n \"description\": \"Expect the model to have rows that are at least as recent as the defined interval prior to the current timestamp. Optionally gives the possibility to apply filters on the results.\"\n },\n \"expect_grouped_row_values_to_have_recent_data\": {\n \"description\": \"Expect the model to have grouped rows that are at least as recent as the defined interval prior to the current timestamp. Use this to test whether there is recent data for each grouped row defined by `group_by` (which is a list of columns) and a `timestamp_column`. Optionally gives the possibility to apply filters on the results.\"\n },\n \"expect_table_column_count_to_be_between\": {\n \"description\": \"Expect the number of columns in a model to be between two values.\"\n },\n \"expect_table_column_count_to_equal_other_table\": {\n \"description\": \"Expect the number of columns in a model to match another model.\"\n },\n \"expect_table_columns_to_not_contain_set\": {\n \"description\": \"Expect the columns in a model not to contain a given list.\"\n },\n \"expect_table_columns_to_contain_set\": {\n \"description\": \"Expect the columns in a model to contain a given list.\"\n },\n \"expect_table_column_count_to_equal\": {\n \"description\": \"Expect the number of columns in a model to be equal to `expected_number_of_columns`.\"\n },\n \"expect_table_columns_to_match_ordered_list\": {\n \"description\": \"Expect the columns to exactly match a specified list.\"\n },\n \"expect_table_columns_to_match_set\": {\n \"description\": \"Expect the columns in a model to match a given list.\"\n },\n \"expect_table_row_count_to_be_between\": {\n \"description\": \"Expect the number of rows in a model to be between two values.\"\n },\n \"expect_table_row_count_to_equal_other_table\": {\n \"description\": \"Expect the number of rows in a model match another model.\"\n },\n \"expect_table_row_count_to_equal_other_table_times_factor\": {\n \"description\": \"Expect the number of rows in a model to match another model times a preconfigured factor.\"\n },\n \"expect_table_row_count_to_equal\": {\n \"description\": \"Expect the number of rows in a model to be equal to expected_number_of_rows.\"\n },\n \"expect_column_values_to_be_of_type\": {\n \"description\": \"Expect a column to be of a specified data type.\"\n },\n \"expect_column_values_to_be_in_type_list\": {\n \"description\": \"Expect a column to be one of a specified type list.\"\n },\n \"expect_column_values_to_have_consistent_casing\": {\n \"description\": \"Expect a column to have consistent casing. By setting `display_inconsistent_columns` to true, the number of inconsistent values in the column will be displayed in the terminal whereas the inconsistent values themselves will be returned if the SQL compiled test is run.\"\n },\n \"expect_column_distinct_count_to_equal\": {\n \"description\": \"Expect the number of distinct column values to be equal to a given value.\"\n },\n \"expect_column_distinct_count_to_be_greater_than\": {\n \"description\": \"Expect the number of distinct column values to be greater than a given value.\"\n },\n \"expect_column_distinct_count_to_be_less_than\": {\n \"description\": \"Expect the number of distinct column values to be less than a given value.\"\n },\n \"expect_column_distinct_values_to_be_in_set\": {\n \"description\": \"Expect the set of distinct column values to be contained by a given set.\"\n },\n \"expect_column_distinct_values_to_contain_set\": {\n \"description\": \"Expect the set of distinct column values to contain a given set. In contrast to `expect_column_values_to_be_in_set` this ensures not that all column values are members of the given set but that values from the set must be present in the column.\"\n },\n \"expect_column_distinct_values_to_equal_set\": {\n \"description\": \"Expect the set of distinct column values to equal a given set. In contrast to `expect_column_distinct_values_to_contain_set` this ensures not only that a certain set of values are present in the column but that these and only these values are present.\"\n },\n \"expect_column_distinct_count_to_equal_other_table\": {\n \"description\": \"Expect the number of distinct column values to be equal to number of distinct values in another model.\"\n },\n \"expect_column_mean_to_be_between\": {\n \"description\": \"Expect the column mean to be between a min_value value and a max_value value (inclusive).\"\n },\n \"expect_column_median_to_be_between\": {\n \"description\": \"Expect the column median to be between a min_value value and a max_value value (inclusive).\"\n },\n \"expect_column_quantile_values_to_be_between\": {\n \"description\": \"Expect specific provided column quantiles to be between provided min_value and max_value values.\"\n },\n \"expect_column_stdev_to_be_between\": {\n \"description\": \"Expect the column standard deviation to be between a min_value value and a max_value value. Uses sample standard deviation (normalized by N-1).\"\n },\n \"expect_column_unique_value_count_to_be_between\": {\n \"description\": \"Expect the number of unique values to be between a min_value value and a max_value value.\"\n },\n \"expect_column_proportion_of_unique_values_to_be_between\": {\n \"description\": \"Expect the proportion of unique values to be between a min_value value and a max_value value. For example, in a column containing [1, 2, 2, 3, 3, 3, 4, 4, 4, 4], there are 4 unique values and 10 total values for a proportion of 0.4.\"\n },\n \"expect_column_most_common_value_to_be_in_set\": {\n \"description\": \"Expect the most common value to be within the designated value set.\"\n },\n \"expect_column_max_to_be_between\": {\n \"description\": \"Expect the column max to be between a min and max value.\"\n },\n \"expect_column_min_to_be_between\": {\n \"description\": \"Expect the column min to be between a min and max value.\"\n },\n \"expect_column_sum_to_be_between\": {\n \"description\": \"Expect the column to sum to be between a min and max value.\"\n },\n \"expect_multicolumn_sum_to_equal\": {\n \"description\": \"Expects that sum of all rows for a set of columns is equal to a specific value\"\n },\n \"expect_column_values_to_be_within_n_moving_stdevs\": {\n \"description\": \"A simple anomaly test based on the assumption that differences between periods in a given time series follow a log-normal distribution. Thus, we would expect the logged differences (vs N periods ago) in metric values to be within Z sigma away from a moving average. By applying a list of columns in the `group_by` parameter, you can also test for deviations within a group.\"\n },\n \"expect_column_values_to_be_within_n_stdevs\": {\n \"description\": \"Expects (optionally grouped & summed) metric values to be within Z sigma away from the column average\"\n },\n \"expect_row_values_to_have_data_for_every_n_datepart\": {\n \"description\": \"Expects model to have values for every grouped `date_part`.\"\n }\n },\n \"dbt_utils\": {\n \"equal_rowcount\": {\n \"quality_dimension\": \"consistency\",\n \"failed_row_count_calc\": \"sum(diff_count)\"\n },\n \"fewer_rows_than\": {\n \"quality_dimension\": \"consistency\",\n \"failed_row_count_calc\": \"sum(row_count_delta)\"\n },\n \"expression_is_true\": {\n \"quality_dimension\": \"accuracy\",\n \"failed_row_count_calc\": \"count(*)\"\n },\n \"not_empty_string\": {\n \"quality_dimension\": \"completeness\",\n \"failed_row_count_calc\": \"count(*)\"\n },\n \"cardinality_equality\": {\n \"quality_dimension\": \"consistency\",\n \"failed_row_count_calc\": \"sum(num_rows)\"\n },\n \"sequential_values\": {\n \"quality_dimension\": \"accuracy\",\n \"failed_row_count_calc\": \"count(*)\"\n },\n \"accepted_range\": {\n \"quality_dimension\": \"validity\",\n \"failed_row_count_calc\": \"count(*)\"\n }\n },\n \"elementary\": {\n \"json_schema\": {\n \"quality_dimension\": \"validity\",\n \"failed_row_count_calc\": \"count(*)\"\n }\n }\n } %}\n {% do return(common_tests_configs_mapping) %}\n{% endmacro %}", + "depends_on": { "macros": [] }, "description": "", "meta": {}, "docs": { "show": true, "node_color": null }, "patch_path": null, "arguments": [], - "created_at": 1693603073.691946, + "created_at": 1699027426.476403, "supported_languages": null }, - "macro.dbt.materialized_view_execute_no_op": { - "name": "materialized_view_execute_no_op", + "macro.elementary.log_macro_results": { + "name": "log_macro_results", "resource_type": "macro", - "package_name": "dbt", - "path": "macros/materializations/models/materialized_view/materialized_view.sql", - "original_file_path": "macros/materializations/models/materialized_view/materialized_view.sql", - "unique_id": "macro.dbt.materialized_view_execute_no_op", - "macro_sql": "{% macro materialized_view_execute_no_op(target_relation) %}\n {% do store_raw_result(\n name=\"main\",\n message=\"skip \" ~ target_relation,\n code=\"skip\",\n rows_affected=\"-1\"\n ) %}\n{% endmacro %}", - "depends_on": { "macros": [] }, + "package_name": "elementary", + "path": "macros/utils/log_macro_results.sql", + "original_file_path": "macros/utils/log_macro_results.sql", + "unique_id": "macro.elementary.log_macro_results", + "macro_sql": "{% macro log_macro_results(macro_name, macro_args=none) %}\n {% if macro_args is none %}\n {% set macro_args = {} %}\n {% endif %}\n {%- set package_and_macro_name = macro_name.split('.') %}\n {%- if package_and_macro_name | length == 1 %}\n {% set macro = context[macro_name] %}\n {%- elif package_and_macro_name | length == 2 %}\n {%- set package_name, macro_name = package_and_macro_name %}\n {% set macro = context[package_name][macro_name] %}\n {%- else %}\n {% do exceptions.raise_compiler_error(\"Received invalid macro name: {}\".format(macro_name)) %}\n {% endif %}\n {% set results = macro(**macro_args) %}\n {% if results is not none %}\n {% do elementary.edr_log(tojson(results)) %}\n {% endif %}\n{% endmacro %}", + "depends_on": { "macros": ["macro.elementary.edr_log"] }, "description": "", "meta": {}, "docs": { "show": true, "node_color": null }, "patch_path": null, "arguments": [], - "created_at": 1693603073.692171, + "created_at": 1699027426.4775538, "supported_languages": null }, - "macro.dbt.materialized_view_execute_build_sql": { - "name": "materialized_view_execute_build_sql", + "macro.elementary.edr_percent": { + "name": "edr_percent", "resource_type": "macro", - "package_name": "dbt", - "path": "macros/materializations/models/materialized_view/materialized_view.sql", - "original_file_path": "macros/materializations/models/materialized_view/materialized_view.sql", - "unique_id": "macro.dbt.materialized_view_execute_build_sql", - "macro_sql": "{% macro materialized_view_execute_build_sql(build_sql, existing_relation, target_relation, post_hooks) %}\n\n -- `BEGIN` happens here:\n {{ run_hooks(pre_hooks, inside_transaction=True) }}\n\n {% set grant_config = config.get('grants') %}\n\n {% call statement(name=\"main\") %}\n {{ build_sql }}\n {% endcall %}\n\n {% set should_revoke = should_revoke(existing_relation, full_refresh_mode=True) %}\n {% do apply_grants(target_relation, grant_config, should_revoke=should_revoke) %}\n\n {% do persist_docs(target_relation, model) %}\n\n {{ run_hooks(post_hooks, inside_transaction=True) }}\n\n {{ adapter.commit() }}\n\n{% endmacro %}", + "package_name": "elementary", + "path": "macros/utils/percent_query.sql", + "original_file_path": "macros/utils/percent_query.sql", + "unique_id": "macro.elementary.edr_percent", + "macro_sql": "{% macro edr_percent(value, total) %}\n {% set value = elementary.edr_cast_as_float(value) %}\n {% set total = elementary.edr_cast_as_float(total) %}\n {% set query %}\n round({{ elementary.edr_cast_as_numeric('{} / nullif({}, 0) * 100.0'.format(value, total)) }}, 3)\n {% endset %}\n {% do return(query) %}\n{% endmacro %}", "depends_on": { "macros": [ - "macro.dbt.run_hooks", - "macro.dbt.statement", - "macro.dbt.should_revoke", - "macro.dbt.apply_grants", - "macro.dbt.persist_docs" + "macro.elementary.edr_cast_as_float", + "macro.elementary.edr_cast_as_numeric" ] }, "description": "", @@ -4938,170 +22300,159 @@ "docs": { "show": true, "node_color": null }, "patch_path": null, "arguments": [], - "created_at": 1693603073.6927931, + "created_at": 1699027426.478039, "supported_languages": null }, - "macro.dbt.get_materialized_view_configuration_changes": { - "name": "get_materialized_view_configuration_changes", + "macro.elementary.can_query_relation": { + "name": "can_query_relation", "resource_type": "macro", - "package_name": "dbt", - "path": "macros/materializations/models/materialized_view/get_materialized_view_configuration_changes.sql", - "original_file_path": "macros/materializations/models/materialized_view/get_materialized_view_configuration_changes.sql", - "unique_id": "macro.dbt.get_materialized_view_configuration_changes", - "macro_sql": "{% macro get_materialized_view_configuration_changes(existing_relation, new_config) %}\n /* {#\n It's recommended that configuration changes be formatted as follows:\n {\"\": [{\"action\": \"\", \"context\": ...}]}\n\n For example:\n {\n \"indexes\": [\n {\"action\": \"drop\", \"context\": \"index_abc\"},\n {\"action\": \"create\", \"context\": {\"columns\": [\"column_1\", \"column_2\"], \"type\": \"hash\", \"unique\": True}},\n ],\n }\n\n Either way, `get_materialized_view_configuration_changes` needs to align with `get_alter_materialized_view_as_sql`.\n #} */\n {{- log('Determining configuration changes on: ' ~ existing_relation) -}}\n {%- do return(adapter.dispatch('get_materialized_view_configuration_changes', 'dbt')(existing_relation, new_config)) -%}\n{% endmacro %}", + "package_name": "elementary", + "path": "macros/utils/cross_db_utils/can_access_relation.sql", + "original_file_path": "macros/utils/cross_db_utils/can_access_relation.sql", + "unique_id": "macro.elementary.can_query_relation", + "macro_sql": "{% macro can_query_relation(relation) %}\n {% do return(adapter.dispatch(\"can_query_relation\", \"elementary\")(relation)) %}\n{% endmacro %}", "depends_on": { - "macros": [ - "macro.dbt.default__get_materialized_view_configuration_changes" - ] + "macros": ["macro.elementary.default__can_query_relation"] }, "description": "", "meta": {}, "docs": { "show": true, "node_color": null }, "patch_path": null, "arguments": [], - "created_at": 1693603073.693207, + "created_at": 1699027426.478403, "supported_languages": null }, - "macro.dbt.default__get_materialized_view_configuration_changes": { - "name": "default__get_materialized_view_configuration_changes", + "macro.elementary.bigquery__can_query_relation": { + "name": "bigquery__can_query_relation", "resource_type": "macro", - "package_name": "dbt", - "path": "macros/materializations/models/materialized_view/get_materialized_view_configuration_changes.sql", - "original_file_path": "macros/materializations/models/materialized_view/get_materialized_view_configuration_changes.sql", - "unique_id": "macro.dbt.default__get_materialized_view_configuration_changes", - "macro_sql": "{% macro default__get_materialized_view_configuration_changes(existing_relation, new_config) %}\n {{ exceptions.raise_compiler_error(\"Materialized views have not been implemented for this adapter.\") }}\n{% endmacro %}", - "depends_on": { "macros": [] }, + "package_name": "elementary", + "path": "macros/utils/cross_db_utils/can_access_relation.sql", + "original_file_path": "macros/utils/cross_db_utils/can_access_relation.sql", + "unique_id": "macro.elementary.bigquery__can_query_relation", + "macro_sql": "{% macro bigquery__can_query_relation(relation) %}\n {% set query %}\n begin\n select 1\n from {{ relation }}\n limit 1;\n exception when error then\n select 0;\n end\n {% endset %}\n {% set result = elementary.result_value(query) %}\n {% do return(result == 1) %}\n{% endmacro %}", + "depends_on": { "macros": ["macro.elementary.result_value"] }, "description": "", "meta": {}, "docs": { "show": true, "node_color": null }, "patch_path": null, "arguments": [], - "created_at": 1693603073.6933491, + "created_at": 1699027426.478674, "supported_languages": null }, - "macro.dbt.get_alter_materialized_view_as_sql": { - "name": "get_alter_materialized_view_as_sql", + "macro.elementary.default__can_query_relation": { + "name": "default__can_query_relation", "resource_type": "macro", - "package_name": "dbt", - "path": "macros/materializations/models/materialized_view/alter_materialized_view.sql", - "original_file_path": "macros/materializations/models/materialized_view/alter_materialized_view.sql", - "unique_id": "macro.dbt.get_alter_materialized_view_as_sql", - "macro_sql": "{% macro get_alter_materialized_view_as_sql(\n relation,\n configuration_changes,\n sql,\n existing_relation,\n backup_relation,\n intermediate_relation\n) %}\n {{- log('Applying ALTER to: ' ~ relation) -}}\n {{- adapter.dispatch('get_alter_materialized_view_as_sql', 'dbt')(\n relation,\n configuration_changes,\n sql,\n existing_relation,\n backup_relation,\n intermediate_relation\n ) -}}\n{% endmacro %}", - "depends_on": { - "macros": [ - "macro.dbt.default__get_alter_materialized_view_as_sql" - ] - }, + "package_name": "elementary", + "path": "macros/utils/cross_db_utils/can_access_relation.sql", + "original_file_path": "macros/utils/cross_db_utils/can_access_relation.sql", + "unique_id": "macro.elementary.default__can_query_relation", + "macro_sql": "{% macro default__can_query_relation(relation) %}\n {% do exceptions.raise_compiler_error(\"'can_query_relation' not implemented on '{}'.\".format(target.type)) %}\n{% endmacro %}", + "depends_on": { "macros": [] }, "description": "", "meta": {}, "docs": { "show": true, "node_color": null }, "patch_path": null, "arguments": [], - "created_at": 1693603073.693842, + "created_at": 1699027426.478844, "supported_languages": null }, - "macro.dbt.default__get_alter_materialized_view_as_sql": { - "name": "default__get_alter_materialized_view_as_sql", + "macro.elementary.edr_dateadd": { + "name": "edr_dateadd", "resource_type": "macro", - "package_name": "dbt", - "path": "macros/materializations/models/materialized_view/alter_materialized_view.sql", - "original_file_path": "macros/materializations/models/materialized_view/alter_materialized_view.sql", - "unique_id": "macro.dbt.default__get_alter_materialized_view_as_sql", - "macro_sql": "{% macro default__get_alter_materialized_view_as_sql(\n relation,\n configuration_changes,\n sql,\n existing_relation,\n backup_relation,\n intermediate_relation\n) %}\n {{ exceptions.raise_compiler_error(\"Materialized views have not been implemented for this adapter.\") }}\n{% endmacro %}", + "package_name": "elementary", + "path": "macros/utils/cross_db_utils/dateadd.sql", + "original_file_path": "macros/utils/cross_db_utils/dateadd.sql", + "unique_id": "macro.elementary.edr_dateadd", + "macro_sql": "{% macro edr_dateadd(datepart, interval, from_date_or_timestamp) %}\n {% set macro = dbt.dateadd or dbt_utils.dateadd %}\n {% if not macro %}\n {{ exceptions.raise_compiler_error(\"Did not find a `dateadd` macro.\") }}\n {% endif %}\n {{ return(macro(datepart, interval, from_date_or_timestamp)) }}\n{% endmacro %}", "depends_on": { "macros": [] }, "description": "", "meta": {}, "docs": { "show": true, "node_color": null }, "patch_path": null, "arguments": [], - "created_at": 1693603073.694015, + "created_at": 1699027426.4792771, "supported_languages": null }, - "macro.dbt.refresh_materialized_view": { - "name": "refresh_materialized_view", + "macro.elementary.contains": { + "name": "contains", "resource_type": "macro", - "package_name": "dbt", - "path": "macros/materializations/models/materialized_view/refresh_materialized_view.sql", - "original_file_path": "macros/materializations/models/materialized_view/refresh_materialized_view.sql", - "unique_id": "macro.dbt.refresh_materialized_view", - "macro_sql": "{% macro refresh_materialized_view(relation) %}\n {{- log('Applying REFRESH to: ' ~ relation) -}}\n {{- adapter.dispatch('refresh_materialized_view', 'dbt')(relation) -}}\n{% endmacro %}", - "depends_on": { - "macros": ["macro.dbt.default__refresh_materialized_view"] - }, + "package_name": "elementary", + "path": "macros/utils/cross_db_utils/contains.sql", + "original_file_path": "macros/utils/cross_db_utils/contains.sql", + "unique_id": "macro.elementary.contains", + "macro_sql": "{% macro contains(string, string_to_search,case_sensitive=False) -%}\n {{ adapter.dispatch('contains', 'elementary') (string, string_to_search, case_sensitive) }}\n{%- endmacro %}", + "depends_on": { "macros": ["macro.elementary.default__contains"] }, "description": "", "meta": {}, "docs": { "show": true, "node_color": null }, "patch_path": null, "arguments": [], - "created_at": 1693603073.694319, + "created_at": 1699027426.480074, "supported_languages": null }, - "macro.dbt.default__refresh_materialized_view": { - "name": "default__refresh_materialized_view", + "macro.elementary.default__contains": { + "name": "default__contains", "resource_type": "macro", - "package_name": "dbt", - "path": "macros/materializations/models/materialized_view/refresh_materialized_view.sql", - "original_file_path": "macros/materializations/models/materialized_view/refresh_materialized_view.sql", - "unique_id": "macro.dbt.default__refresh_materialized_view", - "macro_sql": "{% macro default__refresh_materialized_view(relation) %}\n {{ exceptions.raise_compiler_error(\"Materialized views have not been implemented for this adapter.\") }}\n{% endmacro %}", + "package_name": "elementary", + "path": "macros/utils/cross_db_utils/contains.sql", + "original_file_path": "macros/utils/cross_db_utils/contains.sql", + "unique_id": "macro.elementary.default__contains", + "macro_sql": "{% macro default__contains(string, string_to_search, case_sensitive) %}\n {%- if case_sensitive %}\n contains({{ string }}, '{{ string_to_search }}')\n {%- else %}\n contains(lower({{ string }}), lower('{{ string_to_search }}'))\n {%- endif %}\n{% endmacro %}", "depends_on": { "macros": [] }, "description": "", "meta": {}, "docs": { "show": true, "node_color": null }, "patch_path": null, "arguments": [], - "created_at": 1693603073.694447, + "created_at": 1699027426.480302, "supported_languages": null }, - "macro.dbt.get_replace_materialized_view_as_sql": { - "name": "get_replace_materialized_view_as_sql", + "macro.elementary.bigquery__contains": { + "name": "bigquery__contains", "resource_type": "macro", - "package_name": "dbt", - "path": "macros/materializations/models/materialized_view/replace_materialized_view.sql", - "original_file_path": "macros/materializations/models/materialized_view/replace_materialized_view.sql", - "unique_id": "macro.dbt.get_replace_materialized_view_as_sql", - "macro_sql": "{% macro get_replace_materialized_view_as_sql(relation, sql, existing_relation, backup_relation, intermediate_relation) %}\n {{- log('Applying REPLACE to: ' ~ relation) -}}\n {{- adapter.dispatch('get_replace_materialized_view_as_sql', 'dbt')(relation, sql, existing_relation, backup_relation, intermediate_relation) -}}\n{% endmacro %}", - "depends_on": { - "macros": [ - "macro.dbt.default__get_replace_materialized_view_as_sql" - ] - }, + "package_name": "elementary", + "path": "macros/utils/cross_db_utils/contains.sql", + "original_file_path": "macros/utils/cross_db_utils/contains.sql", + "unique_id": "macro.elementary.bigquery__contains", + "macro_sql": "{% macro bigquery__contains(string, string_to_search, case_sensitive) %}\n {%- if case_sensitive %}\n contains_substr({{ string }}, '{{ string_to_search }}')\n {%- else %}\n {%- set string_to_search = string_to_search | lower %}\n contains_substr(lower({{ string }}), '{{ string_to_search }}')\n {%- endif %}\n{% endmacro %}", + "depends_on": { "macros": [] }, "description": "", "meta": {}, "docs": { "show": true, "node_color": null }, "patch_path": null, "arguments": [], - "created_at": 1693603073.694871, + "created_at": 1699027426.480574, "supported_languages": null }, - "macro.dbt.default__get_replace_materialized_view_as_sql": { - "name": "default__get_replace_materialized_view_as_sql", + "macro.elementary.postgres__contains": { + "name": "postgres__contains", "resource_type": "macro", - "package_name": "dbt", - "path": "macros/materializations/models/materialized_view/replace_materialized_view.sql", - "original_file_path": "macros/materializations/models/materialized_view/replace_materialized_view.sql", - "unique_id": "macro.dbt.default__get_replace_materialized_view_as_sql", - "macro_sql": "{% macro default__get_replace_materialized_view_as_sql(relation, sql, existing_relation, backup_relation, intermediate_relation) %}\n {{ exceptions.raise_compiler_error(\"Materialized views have not been implemented for this adapter.\") }}\n{% endmacro %}", + "package_name": "elementary", + "path": "macros/utils/cross_db_utils/contains.sql", + "original_file_path": "macros/utils/cross_db_utils/contains.sql", + "unique_id": "macro.elementary.postgres__contains", + "macro_sql": "{% macro postgres__contains(string, string_to_search, case_sensitive) %}\n {%- if case_sensitive %}\n case when\n {{ string }} like '%{{ string_to_search }}%' then true\n else false end\n {%- else %}\n case when\n lower({{ string }}) like lower('%{{ string_to_search }}%') then true\n else false end\n {%- endif %}\n{% endmacro %}", "depends_on": { "macros": [] }, "description": "", "meta": {}, "docs": { "show": true, "node_color": null }, "patch_path": null, "arguments": [], - "created_at": 1693603073.695043, + "created_at": 1699027426.4808378, "supported_languages": null }, - "macro.dbt.get_create_materialized_view_as_sql": { - "name": "get_create_materialized_view_as_sql", + "macro.elementary.generate_elementary_profile_args": { + "name": "generate_elementary_profile_args", "resource_type": "macro", - "package_name": "dbt", - "path": "macros/materializations/models/materialized_view/create_materialized_view.sql", - "original_file_path": "macros/materializations/models/materialized_view/create_materialized_view.sql", - "unique_id": "macro.dbt.get_create_materialized_view_as_sql", - "macro_sql": "{% macro get_create_materialized_view_as_sql(relation, sql) -%}\n {{- log('Applying CREATE to: ' ~ relation) -}}\n {{- adapter.dispatch('get_create_materialized_view_as_sql', 'dbt')(relation, sql) -}}\n{%- endmacro %}", + "package_name": "elementary", + "path": "macros/utils/cross_db_utils/generate_elementary_profile_args.sql", + "original_file_path": "macros/utils/cross_db_utils/generate_elementary_profile_args.sql", + "unique_id": "macro.elementary.generate_elementary_profile_args", + "macro_sql": "{% macro generate_elementary_profile_args(method=none, overwrite_values=none) %}\n {#\n Returns a list of parameters for elementary profile.\n Each parameter consists of a dict consisting of: \n name\n value\n comment\n #}\n {% set elementary_database, elementary_schema = elementary.get_package_database_and_schema() %}\n {% set parameters = adapter.dispatch('generate_elementary_profile_args', 'elementary')(method, elementary_database, elementary_schema) %}\n {% if overwrite_values %}\n {% for parameter in parameters %}\n {% if parameter[\"name\"] in overwrite_values %}\n {% do parameter.update({\"value\": overwrite_values[parameter[\"name\"]]}) %}\n {% endif %}\n {% endfor %}\n {% endif %}\n {% do return(parameters) %}\n{% endmacro %}", "depends_on": { "macros": [ - "macro.dbt.default__get_create_materialized_view_as_sql" + "macro.elementary.get_package_database_and_schema", + "macro.elementary.snowflake__generate_elementary_profile_args" ] }, "description": "", @@ -5109,377 +22460,352 @@ "docs": { "show": true, "node_color": null }, "patch_path": null, "arguments": [], - "created_at": 1693603073.695394, + "created_at": 1699027426.484076, "supported_languages": null }, - "macro.dbt.default__get_create_materialized_view_as_sql": { - "name": "default__get_create_materialized_view_as_sql", + "macro.elementary._parameter": { + "name": "_parameter", "resource_type": "macro", - "package_name": "dbt", - "path": "macros/materializations/models/materialized_view/create_materialized_view.sql", - "original_file_path": "macros/materializations/models/materialized_view/create_materialized_view.sql", - "unique_id": "macro.dbt.default__get_create_materialized_view_as_sql", - "macro_sql": "{% macro default__get_create_materialized_view_as_sql(relation, sql) -%}\n {{ exceptions.raise_compiler_error(\"Materialized views have not been implemented for this adapter.\") }}\n{% endmacro %}", + "package_name": "elementary", + "path": "macros/utils/cross_db_utils/generate_elementary_profile_args.sql", + "original_file_path": "macros/utils/cross_db_utils/generate_elementary_profile_args.sql", + "unique_id": "macro.elementary._parameter", + "macro_sql": "{% macro _parameter(name, value, comment=none) %}\n {% do return({\"name\": name, \"value\": value, \"comment\": comment}) %}\n{% endmacro %}", "depends_on": { "macros": [] }, "description": "", "meta": {}, "docs": { "show": true, "node_color": null }, "patch_path": null, "arguments": [], - "created_at": 1693603073.695592, + "created_at": 1699027426.484315, "supported_languages": null }, - "macro.dbt.can_clone_table": { - "name": "can_clone_table", + "macro.elementary.snowflake__generate_elementary_profile_args": { + "name": "snowflake__generate_elementary_profile_args", "resource_type": "macro", - "package_name": "dbt", - "path": "macros/materializations/models/clone/can_clone_table.sql", - "original_file_path": "macros/materializations/models/clone/can_clone_table.sql", - "unique_id": "macro.dbt.can_clone_table", - "macro_sql": "{% macro can_clone_table() %}\n {{ return(adapter.dispatch('can_clone_table', 'dbt')()) }}\n{% endmacro %}", - "depends_on": { - "macros": ["macro.dbt_snowflake.snowflake__can_clone_table"] - }, + "package_name": "elementary", + "path": "macros/utils/cross_db_utils/generate_elementary_profile_args.sql", + "original_file_path": "macros/utils/cross_db_utils/generate_elementary_profile_args.sql", + "unique_id": "macro.elementary.snowflake__generate_elementary_profile_args", + "macro_sql": "{% macro snowflake__generate_elementary_profile_args(method, elementary_database, elementary_schema) %}\n {% do return([\n _parameter(\"type\", target.type),\n _parameter(\"account\", target.account),\n _parameter(\"user\", target.user),\n _parameter(\"password\", \"\"),\n _parameter(\"role\", target.role),\n _parameter(\"warehouse\", target.warehouse),\n _parameter(\"database\", elementary_database),\n _parameter(\"schema\", elementary_schema),\n _parameter(\"threads\", target.threads),\n ]) %}\n{% endmacro %}", + "depends_on": { "macros": ["macro.elementary._parameter"] }, "description": "", "meta": {}, "docs": { "show": true, "node_color": null }, "patch_path": null, "arguments": [], - "created_at": 1693603073.695817, + "created_at": 1699027426.484892, "supported_languages": null }, - "macro.dbt.default__can_clone_table": { - "name": "default__can_clone_table", + "macro.elementary.bigquery__generate_elementary_profile_args": { + "name": "bigquery__generate_elementary_profile_args", "resource_type": "macro", - "package_name": "dbt", - "path": "macros/materializations/models/clone/can_clone_table.sql", - "original_file_path": "macros/materializations/models/clone/can_clone_table.sql", - "unique_id": "macro.dbt.default__can_clone_table", - "macro_sql": "{% macro default__can_clone_table() %}\n {{ return(False) }}\n{% endmacro %}", - "depends_on": { "macros": [] }, + "package_name": "elementary", + "path": "macros/utils/cross_db_utils/generate_elementary_profile_args.sql", + "original_file_path": "macros/utils/cross_db_utils/generate_elementary_profile_args.sql", + "unique_id": "macro.elementary.bigquery__generate_elementary_profile_args", + "macro_sql": "{% macro bigquery__generate_elementary_profile_args(method, elementary_database, elementary_schema) %}\n {% set parameters = [\n _parameter(\"type\", target.type),\n _parameter(\"project\", elementary_database),\n _parameter(\"dataset\", elementary_schema)\n ] %}\n {% if method == 'service-account' %}\n {% do parameters.append(_parameter(\"method\", \"service-account\")) %}\n {% do parameters.append(_parameter(\"keyfile\", \"\")) %}\n {% elif method == \"github-actions\" %}\n {% do parameters.append(_parameter(\"method\", \"service-account\")) %}\n {% do parameters.append(_parameter(\"keyfile\", \"/tmp/bigquery_keyfile.json\", \"Do not change this, supply `bigquery-keyfile` in `.github/workflows/elementary.yml`\")) %}\n {% else %}\n {% do parameters.append(_parameter(\"method\", \"\", \"Configure your auth method and add the required fields according to https://docs.getdbt.com/reference/warehouse-setups/bigquery-setup#authentication-methods\")) %}\n {% endif %}\n {% do parameters.append(_parameter(\"threads\", target.threads)) %}\n {% do return(parameters) %}\n{% endmacro %}", + "depends_on": { "macros": ["macro.elementary._parameter"] }, "description": "", "meta": {}, "docs": { "show": true, "node_color": null }, "patch_path": null, "arguments": [], - "created_at": 1693603073.695936, + "created_at": 1699027426.485985, "supported_languages": null }, - "macro.dbt.create_or_replace_clone": { - "name": "create_or_replace_clone", + "macro.elementary.postgres__generate_elementary_profile_args": { + "name": "postgres__generate_elementary_profile_args", "resource_type": "macro", - "package_name": "dbt", - "path": "macros/materializations/models/clone/create_or_replace_clone.sql", - "original_file_path": "macros/materializations/models/clone/create_or_replace_clone.sql", - "unique_id": "macro.dbt.create_or_replace_clone", - "macro_sql": "{% macro create_or_replace_clone(this_relation, defer_relation) %}\n {{ return(adapter.dispatch('create_or_replace_clone', 'dbt')(this_relation, defer_relation)) }}\n{% endmacro %}", - "depends_on": { - "macros": [ - "macro.dbt_snowflake.snowflake__create_or_replace_clone" - ] - }, + "package_name": "elementary", + "path": "macros/utils/cross_db_utils/generate_elementary_profile_args.sql", + "original_file_path": "macros/utils/cross_db_utils/generate_elementary_profile_args.sql", + "unique_id": "macro.elementary.postgres__generate_elementary_profile_args", + "macro_sql": "{% macro postgres__generate_elementary_profile_args(method, elementary_database, elementary_schema) %}\n {% do return([\n _parameter(\"type\", target.type),\n _parameter(\"host\", target.host),\n _parameter(\"port\", target.port),\n _parameter(\"user\", target.user),\n _parameter(\"password\", \"\"),\n _parameter(\"dbname\", elementary_database),\n _parameter(\"schema\", elementary_schema),\n _parameter(\"threads\", target.threads),\n ]) %}\n{% endmacro %}", + "depends_on": { "macros": ["macro.elementary._parameter"] }, "description": "", "meta": {}, "docs": { "show": true, "node_color": null }, "patch_path": null, "arguments": [], - "created_at": 1693603073.696212, + "created_at": 1699027426.486551, "supported_languages": null }, - "macro.dbt.default__create_or_replace_clone": { - "name": "default__create_or_replace_clone", + "macro.elementary.databricks__generate_elementary_profile_args": { + "name": "databricks__generate_elementary_profile_args", "resource_type": "macro", - "package_name": "dbt", - "path": "macros/materializations/models/clone/create_or_replace_clone.sql", - "original_file_path": "macros/materializations/models/clone/create_or_replace_clone.sql", - "unique_id": "macro.dbt.default__create_or_replace_clone", - "macro_sql": "{% macro default__create_or_replace_clone(this_relation, defer_relation) %}\n create or replace table {{ this_relation }} clone {{ defer_relation }}\n{% endmacro %}", - "depends_on": { "macros": [] }, + "package_name": "elementary", + "path": "macros/utils/cross_db_utils/generate_elementary_profile_args.sql", + "original_file_path": "macros/utils/cross_db_utils/generate_elementary_profile_args.sql", + "unique_id": "macro.elementary.databricks__generate_elementary_profile_args", + "macro_sql": "{% macro databricks__generate_elementary_profile_args(method, elementary_database, elementary_schema) %}\n {% set parameters = [\n _parameter(\"type\", target.type),\n _parameter(\"host\", target.host),\n _parameter(\"http_path\", target.http_path),\n ] %}\n {% if elementary_database %}\n {% do parameters.append(_parameter(\"catalog\", elementary_database)) %}\n {% endif %}\n {% do parameters.extend([\n _parameter(\"schema\", elementary_schema),\n _parameter(\"token\", \"\"),\n _parameter(\"threads\", target.threads),\n ]) %}\n {% do return(parameters) %}\n{% endmacro %}", + "depends_on": { "macros": ["macro.elementary._parameter"] }, "description": "", "meta": {}, "docs": { "show": true, "node_color": null }, "patch_path": null, "arguments": [], - "created_at": 1693603073.696342, + "created_at": 1699027426.4872231, "supported_languages": null }, - "macro.dbt.materialization_clone_default": { - "name": "materialization_clone_default", + "macro.elementary.spark__generate_elementary_profile_args": { + "name": "spark__generate_elementary_profile_args", "resource_type": "macro", - "package_name": "dbt", - "path": "macros/materializations/models/clone/clone.sql", - "original_file_path": "macros/materializations/models/clone/clone.sql", - "unique_id": "macro.dbt.materialization_clone_default", - "macro_sql": "{%- materialization clone, default -%}\n\n {%- set relations = {'relations': []} -%}\n\n {%- if not defer_relation -%}\n -- nothing to do\n {{ log(\"No relation found in state manifest for \" ~ model.unique_id, info=True) }}\n {{ return(relations) }}\n {%- endif -%}\n\n {%- set existing_relation = load_cached_relation(this) -%}\n\n {%- if existing_relation and not flags.FULL_REFRESH -%}\n -- noop!\n {{ log(\"Relation \" ~ existing_relation ~ \" already exists\", info=True) }}\n {{ return(relations) }}\n {%- endif -%}\n\n {%- set other_existing_relation = load_cached_relation(defer_relation) -%}\n\n -- If this is a database that can do zero-copy cloning of tables, and the other relation is a table, then this will be a table\n -- Otherwise, this will be a view\n\n {% set can_clone_table = can_clone_table() %}\n\n {%- if other_existing_relation and other_existing_relation.type == 'table' and can_clone_table -%}\n\n {%- set target_relation = this.incorporate(type='table') -%}\n {% if existing_relation is not none and not existing_relation.is_table %}\n {{ log(\"Dropping relation \" ~ existing_relation ~ \" because it is of type \" ~ existing_relation.type) }}\n {{ drop_relation_if_exists(existing_relation) }}\n {% endif %}\n\n -- as a general rule, data platforms that can clone tables can also do atomic 'create or replace'\n {% call statement('main') %}\n {{ create_or_replace_clone(target_relation, defer_relation) }}\n {% endcall %}\n\n {% set should_revoke = should_revoke(existing_relation, full_refresh_mode=True) %}\n {% do apply_grants(target_relation, grant_config, should_revoke=should_revoke) %}\n {% do persist_docs(target_relation, model) %}\n\n {{ return({'relations': [target_relation]}) }}\n\n {%- else -%}\n\n {%- set target_relation = this.incorporate(type='view') -%}\n\n -- reuse the view materialization\n -- TODO: support actual dispatch for materialization macros\n -- Tracking ticket: https://github.com/dbt-labs/dbt-core/issues/7799\n {% set search_name = \"materialization_view_\" ~ adapter.type() %}\n {% if not search_name in context %}\n {% set search_name = \"materialization_view_default\" %}\n {% endif %}\n {% set materialization_macro = context[search_name] %}\n {% set relations = materialization_macro() %}\n {{ return(relations) }}\n\n {%- endif -%}\n\n{%- endmaterialization -%}", - "depends_on": { - "macros": [ - "macro.dbt.load_cached_relation", - "macro.dbt.can_clone_table", - "macro.dbt.drop_relation_if_exists", - "macro.dbt.statement", - "macro.dbt.create_or_replace_clone", - "macro.dbt.should_revoke", - "macro.dbt.apply_grants", - "macro.dbt.persist_docs" - ] - }, + "package_name": "elementary", + "path": "macros/utils/cross_db_utils/generate_elementary_profile_args.sql", + "original_file_path": "macros/utils/cross_db_utils/generate_elementary_profile_args.sql", + "unique_id": "macro.elementary.spark__generate_elementary_profile_args", + "macro_sql": "{% macro spark__generate_elementary_profile_args(method, elementary_database, elementary_schema) %}\n {% set parameters = [\n _parameter(\"type\", target.type),\n _parameter(\"host\", target.host),\n _parameter(\"http_path\", \"\")\n ] %}\n {% if elementary_database %}\n {% do parameters.append(_parameter(\"catalog\", elementary_database)) %}\n {% endif %}\n {% do parameters.extend([\n _parameter(\"schema\", elementary_schema),\n _parameter(\"token\", \"\"),\n _parameter(\"threads\", target.threads),\n ]) %}\n {% do return(parameters) %}\n{% endmacro %}", + "depends_on": { "macros": ["macro.elementary._parameter"] }, "description": "", "meta": {}, "docs": { "show": true, "node_color": null }, "patch_path": null, "arguments": [], - "created_at": 1693603073.6993878, - "supported_languages": ["sql"] + "created_at": 1699027426.487914, + "supported_languages": null }, - "macro.dbt.get_table_columns_and_constraints": { - "name": "get_table_columns_and_constraints", + "macro.elementary.default__generate_elementary_profile_args": { + "name": "default__generate_elementary_profile_args", "resource_type": "macro", - "package_name": "dbt", - "path": "macros/materializations/models/table/columns_spec_ddl.sql", - "original_file_path": "macros/materializations/models/table/columns_spec_ddl.sql", - "unique_id": "macro.dbt.get_table_columns_and_constraints", - "macro_sql": "{%- macro get_table_columns_and_constraints() -%}\n {{ adapter.dispatch('get_table_columns_and_constraints', 'dbt')() }}\n{%- endmacro -%}\n\n", - "depends_on": { - "macros": [ - "macro.dbt.default__get_table_columns_and_constraints" - ] - }, + "package_name": "elementary", + "path": "macros/utils/cross_db_utils/generate_elementary_profile_args.sql", + "original_file_path": "macros/utils/cross_db_utils/generate_elementary_profile_args.sql", + "unique_id": "macro.elementary.default__generate_elementary_profile_args", + "macro_sql": "{% macro default__generate_elementary_profile_args(method, elementary_database, elementary_schema) %}\nAdapter \"{{ target.type }}\" is not supported on Elementary.\n{% endmacro %}", + "depends_on": { "macros": [] }, "description": "", "meta": {}, "docs": { "show": true, "node_color": null }, "patch_path": null, "arguments": [], - "created_at": 1693603073.7003598, + "created_at": 1699027426.4880419, "supported_languages": null }, - "macro.dbt.default__get_table_columns_and_constraints": { - "name": "default__get_table_columns_and_constraints", + "macro.elementary.edr_datediff": { + "name": "edr_datediff", "resource_type": "macro", - "package_name": "dbt", - "path": "macros/materializations/models/table/columns_spec_ddl.sql", - "original_file_path": "macros/materializations/models/table/columns_spec_ddl.sql", - "unique_id": "macro.dbt.default__get_table_columns_and_constraints", - "macro_sql": "{% macro default__get_table_columns_and_constraints() -%}\n {{ return(table_columns_and_constraints()) }}\n{%- endmacro %}", + "package_name": "elementary", + "path": "macros/utils/cross_db_utils/datediff.sql", + "original_file_path": "macros/utils/cross_db_utils/datediff.sql", + "unique_id": "macro.elementary.edr_datediff", + "macro_sql": "{% macro edr_datediff(first_date, second_date, date_part) %}\n {{ return(adapter.dispatch('edr_datediff', 'elementary')(first_date, second_date, date_part)) }}\n{% endmacro %}", "depends_on": { - "macros": ["macro.dbt.table_columns_and_constraints"] + "macros": ["macro.elementary.default__edr_datediff"] }, "description": "", "meta": {}, "docs": { "show": true, "node_color": null }, "patch_path": null, "arguments": [], - "created_at": 1693603073.700476, + "created_at": 1699027426.4887302, "supported_languages": null }, - "macro.dbt.table_columns_and_constraints": { - "name": "table_columns_and_constraints", + "macro.elementary.default__edr_datediff": { + "name": "default__edr_datediff", "resource_type": "macro", - "package_name": "dbt", - "path": "macros/materializations/models/table/columns_spec_ddl.sql", - "original_file_path": "macros/materializations/models/table/columns_spec_ddl.sql", - "unique_id": "macro.dbt.table_columns_and_constraints", - "macro_sql": "{% macro table_columns_and_constraints() %}\n {# loop through user_provided_columns to create DDL with data types and constraints #}\n {%- set raw_column_constraints = adapter.render_raw_columns_constraints(raw_columns=model['columns']) -%}\n {%- set raw_model_constraints = adapter.render_raw_model_constraints(raw_constraints=model['constraints']) -%}\n (\n {% for c in raw_column_constraints -%}\n {{ c }}{{ \",\" if not loop.last or raw_model_constraints }}\n {% endfor %}\n {% for c in raw_model_constraints -%}\n {{ c }}{{ \",\" if not loop.last }}\n {% endfor -%}\n )\n{% endmacro %}", + "package_name": "elementary", + "path": "macros/utils/cross_db_utils/datediff.sql", + "original_file_path": "macros/utils/cross_db_utils/datediff.sql", + "unique_id": "macro.elementary.default__edr_datediff", + "macro_sql": "{% macro default__edr_datediff(first_date, second_date, date_part) %}\n {% set macro = dbt.datediff or dbt_utils.datediff %}\n {% if not macro %}\n {{ exceptions.raise_compiler_error(\"Did not find a `datediff` macro.\") }}\n {% endif %}\n {{ return(macro(first_date, second_date, date_part)) }}\n{% endmacro %}", "depends_on": { "macros": [] }, "description": "", "meta": {}, "docs": { "show": true, "node_color": null }, "patch_path": null, "arguments": [], - "created_at": 1693603073.7009768, + "created_at": 1699027426.4890811, "supported_languages": null }, - "macro.dbt.get_assert_columns_equivalent": { - "name": "get_assert_columns_equivalent", + "macro.elementary.bigquery__edr_datediff": { + "name": "bigquery__edr_datediff", "resource_type": "macro", - "package_name": "dbt", - "path": "macros/materializations/models/table/columns_spec_ddl.sql", - "original_file_path": "macros/materializations/models/table/columns_spec_ddl.sql", - "unique_id": "macro.dbt.get_assert_columns_equivalent", - "macro_sql": "\n\n{%- macro get_assert_columns_equivalent(sql) -%}\n {{ adapter.dispatch('get_assert_columns_equivalent', 'dbt')(sql) }}\n{%- endmacro -%}\n\n", + "package_name": "elementary", + "path": "macros/utils/cross_db_utils/datediff.sql", + "original_file_path": "macros/utils/cross_db_utils/datediff.sql", + "unique_id": "macro.elementary.bigquery__edr_datediff", + "macro_sql": "{% macro bigquery__edr_datediff(first_date, second_date, date_part) %}\n {%- if date_part | lower in ['second', 'minute', 'hour', 'day'] %}\n timestamp_diff({{ second_date }}, {{ first_date }}, {{ date_part }})\n {%- elif date_part | lower in ['week', 'month', 'quarter', 'year'] %}\n {% set macro = dbt.datediff or dbt_utils.datediff %}\n {% if not macro %}\n {{ exceptions.raise_compiler_error(\"Did not find a `datediff` macro.\") }}\n {% endif %}\n {{ return(macro(elementary.edr_cast_as_date(first_date), elementary.edr_cast_as_date(second_date), date_part)) }}\n {%- else %}\n {{ exceptions.raise_compiler_error(\"Unsupported date_part in edr_datediff: \".format(date_part)) }}\n {%- endif %}\n{% endmacro %}", + "depends_on": { "macros": ["macro.elementary.edr_cast_as_date"] }, + "description": "", + "meta": {}, + "docs": { "show": true, "node_color": null }, + "patch_path": null, + "arguments": [], + "created_at": 1699027426.489836, + "supported_languages": null + }, + "macro.elementary.target_database": { + "name": "target_database", + "resource_type": "macro", + "package_name": "elementary", + "path": "macros/utils/cross_db_utils/target_database.sql", + "original_file_path": "macros/utils/cross_db_utils/target_database.sql", + "unique_id": "macro.elementary.target_database", + "macro_sql": "{% macro target_database() -%}\n {{ return(adapter.dispatch('target_database', 'elementary')()) }}\n{%- endmacro %}", "depends_on": { - "macros": ["macro.dbt.default__get_assert_columns_equivalent"] + "macros": ["macro.elementary.snowflake__target_database"] }, "description": "", "meta": {}, "docs": { "show": true, "node_color": null }, "patch_path": null, "arguments": [], - "created_at": 1693603073.7011468, + "created_at": 1699027426.490161, "supported_languages": null }, - "macro.dbt.default__get_assert_columns_equivalent": { - "name": "default__get_assert_columns_equivalent", + "macro.elementary.default__target_database": { + "name": "default__target_database", "resource_type": "macro", - "package_name": "dbt", - "path": "macros/materializations/models/table/columns_spec_ddl.sql", - "original_file_path": "macros/materializations/models/table/columns_spec_ddl.sql", - "unique_id": "macro.dbt.default__get_assert_columns_equivalent", - "macro_sql": "{% macro default__get_assert_columns_equivalent(sql) -%}\n {{ return(assert_columns_equivalent(sql)) }}\n{%- endmacro %}", - "depends_on": { "macros": ["macro.dbt.assert_columns_equivalent"] }, + "package_name": "elementary", + "path": "macros/utils/cross_db_utils/target_database.sql", + "original_file_path": "macros/utils/cross_db_utils/target_database.sql", + "unique_id": "macro.elementary.default__target_database", + "macro_sql": "{% macro default__target_database() %}\n {% do return(target.dbname) %}\n{% endmacro %}", + "depends_on": { "macros": [] }, "description": "", "meta": {}, "docs": { "show": true, "node_color": null }, "patch_path": null, "arguments": [], - "created_at": 1693603073.70128, + "created_at": 1699027426.490288, "supported_languages": null }, - "macro.dbt.assert_columns_equivalent": { - "name": "assert_columns_equivalent", + "macro.elementary.spark__target_database": { + "name": "spark__target_database", "resource_type": "macro", - "package_name": "dbt", - "path": "macros/materializations/models/table/columns_spec_ddl.sql", - "original_file_path": "macros/materializations/models/table/columns_spec_ddl.sql", - "unique_id": "macro.dbt.assert_columns_equivalent", - "macro_sql": "{% macro assert_columns_equivalent(sql) %}\n\n {#-- First ensure the user has defined 'columns' in yaml specification --#}\n {%- set user_defined_columns = model['columns'] -%}\n {%- if not user_defined_columns -%}\n {{ exceptions.raise_contract_error([], []) }}\n {%- endif -%}\n\n {#-- Obtain the column schema provided by sql file. #}\n {%- set sql_file_provided_columns = get_column_schema_from_query(sql, config.get('sql_header', none)) -%}\n {#--Obtain the column schema provided by the schema file by generating an 'empty schema' query from the model's columns. #}\n {%- set schema_file_provided_columns = get_column_schema_from_query(get_empty_schema_sql(user_defined_columns)) -%}\n\n {#-- create dictionaries with name and formatted data type and strings for exception #}\n {%- set sql_columns = format_columns(sql_file_provided_columns) -%}\n {%- set yaml_columns = format_columns(schema_file_provided_columns) -%}\n\n {%- if sql_columns|length != yaml_columns|length -%}\n {%- do exceptions.raise_contract_error(yaml_columns, sql_columns) -%}\n {%- endif -%}\n\n {%- for sql_col in sql_columns -%}\n {%- set yaml_col = [] -%}\n {%- for this_col in yaml_columns -%}\n {%- if this_col['name'] == sql_col['name'] -%}\n {%- do yaml_col.append(this_col) -%}\n {%- break -%}\n {%- endif -%}\n {%- endfor -%}\n {%- if not yaml_col -%}\n {#-- Column with name not found in yaml #}\n {%- do exceptions.raise_contract_error(yaml_columns, sql_columns) -%}\n {%- endif -%}\n {%- if sql_col['formatted'] != yaml_col[0]['formatted'] -%}\n {#-- Column data types don't match #}\n {%- do exceptions.raise_contract_error(yaml_columns, sql_columns) -%}\n {%- endif -%}\n {%- endfor -%}\n\n{% endmacro %}", - "depends_on": { - "macros": [ - "macro.dbt.get_column_schema_from_query", - "macro.dbt.get_empty_schema_sql", - "macro.dbt.format_columns" - ] - }, + "package_name": "elementary", + "path": "macros/utils/cross_db_utils/target_database.sql", + "original_file_path": "macros/utils/cross_db_utils/target_database.sql", + "unique_id": "macro.elementary.spark__target_database", + "macro_sql": "{% macro spark__target_database() %}\n {% do return(target.catalog or none) %}\n{% endmacro %}", + "depends_on": { "macros": [] }, "description": "", "meta": {}, "docs": { "show": true, "node_color": null }, "patch_path": null, "arguments": [], - "created_at": 1693603073.702552, + "created_at": 1699027426.4904268, "supported_languages": null }, - "macro.dbt.format_columns": { - "name": "format_columns", + "macro.elementary.snowflake__target_database": { + "name": "snowflake__target_database", "resource_type": "macro", - "package_name": "dbt", - "path": "macros/materializations/models/table/columns_spec_ddl.sql", - "original_file_path": "macros/materializations/models/table/columns_spec_ddl.sql", - "unique_id": "macro.dbt.format_columns", - "macro_sql": "{% macro format_columns(columns) %}\n {% set formatted_columns = [] %}\n {% for column in columns %}\n {%- set formatted_column = adapter.dispatch('format_column', 'dbt')(column) -%}\n {%- do formatted_columns.append(formatted_column) -%}\n {% endfor %}\n {{ return(formatted_columns) }}\n{% endmacro %}", - "depends_on": { "macros": ["macro.dbt.default__format_column"] }, + "package_name": "elementary", + "path": "macros/utils/cross_db_utils/target_database.sql", + "original_file_path": "macros/utils/cross_db_utils/target_database.sql", + "unique_id": "macro.elementary.snowflake__target_database", + "macro_sql": "{% macro snowflake__target_database() %}\n {% do return(target.database) %}\n{% endmacro %}", + "depends_on": { "macros": [] }, "description": "", "meta": {}, "docs": { "show": true, "node_color": null }, "patch_path": null, "arguments": [], - "created_at": 1693603073.702923, + "created_at": 1699027426.4905548, "supported_languages": null }, - "macro.dbt.default__format_column": { - "name": "default__format_column", + "macro.elementary.bigquery__target_database": { + "name": "bigquery__target_database", "resource_type": "macro", - "package_name": "dbt", - "path": "macros/materializations/models/table/columns_spec_ddl.sql", - "original_file_path": "macros/materializations/models/table/columns_spec_ddl.sql", - "unique_id": "macro.dbt.default__format_column", - "macro_sql": "{% macro default__format_column(column) -%}\n {% set data_type = column.dtype %}\n {% set formatted = column.column.lower() ~ \" \" ~ data_type %}\n {{ return({'name': column.name, 'data_type': data_type, 'formatted': formatted}) }}\n{%- endmacro -%}", + "package_name": "elementary", + "path": "macros/utils/cross_db_utils/target_database.sql", + "original_file_path": "macros/utils/cross_db_utils/target_database.sql", + "unique_id": "macro.elementary.bigquery__target_database", + "macro_sql": "{% macro bigquery__target_database() %}\n {% do return(target.project) %}\n{% endmacro %}", "depends_on": { "macros": [] }, "description": "", "meta": {}, "docs": { "show": true, "node_color": null }, "patch_path": null, "arguments": [], - "created_at": 1693603073.703292, + "created_at": 1699027426.4906938, "supported_languages": null }, - "macro.dbt.materialization_table_default": { - "name": "materialization_table_default", + "macro.elementary.edr_safe_cast": { + "name": "edr_safe_cast", "resource_type": "macro", - "package_name": "dbt", - "path": "macros/materializations/models/table/table.sql", - "original_file_path": "macros/materializations/models/table/table.sql", - "unique_id": "macro.dbt.materialization_table_default", - "macro_sql": "{% materialization table, default %}\n\n {%- set existing_relation = load_cached_relation(this) -%}\n {%- set target_relation = this.incorporate(type='table') %}\n {%- set intermediate_relation = make_intermediate_relation(target_relation) -%}\n -- the intermediate_relation should not already exist in the database; get_relation\n -- will return None in that case. Otherwise, we get a relation that we can drop\n -- later, before we try to use this name for the current operation\n {%- set preexisting_intermediate_relation = load_cached_relation(intermediate_relation) -%}\n /*\n See ../view/view.sql for more information about this relation.\n */\n {%- set backup_relation_type = 'table' if existing_relation is none else existing_relation.type -%}\n {%- set backup_relation = make_backup_relation(target_relation, backup_relation_type) -%}\n -- as above, the backup_relation should not already exist\n {%- set preexisting_backup_relation = load_cached_relation(backup_relation) -%}\n -- grab current tables grants config for comparision later on\n {% set grant_config = config.get('grants') %}\n\n -- drop the temp relations if they exist already in the database\n {{ drop_relation_if_exists(preexisting_intermediate_relation) }}\n {{ drop_relation_if_exists(preexisting_backup_relation) }}\n\n {{ run_hooks(pre_hooks, inside_transaction=False) }}\n\n -- `BEGIN` happens here:\n {{ run_hooks(pre_hooks, inside_transaction=True) }}\n\n -- build model\n {% call statement('main') -%}\n {{ get_create_table_as_sql(False, intermediate_relation, sql) }}\n {%- endcall %}\n\n -- cleanup\n {% if existing_relation is not none %}\n /* Do the equivalent of rename_if_exists. 'existing_relation' could have been dropped\n since the variable was first set. */\n {% set existing_relation = load_cached_relation(existing_relation) %}\n {% if existing_relation is not none %}\n {{ adapter.rename_relation(existing_relation, backup_relation) }}\n {% endif %}\n {% endif %}\n\n {{ adapter.rename_relation(intermediate_relation, target_relation) }}\n\n {% do create_indexes(target_relation) %}\n\n {{ run_hooks(post_hooks, inside_transaction=True) }}\n\n {% set should_revoke = should_revoke(existing_relation, full_refresh_mode=True) %}\n {% do apply_grants(target_relation, grant_config, should_revoke=should_revoke) %}\n\n {% do persist_docs(target_relation, model) %}\n\n -- `COMMIT` happens here\n {{ adapter.commit() }}\n\n -- finally, drop the existing/backup relation after the commit\n {{ drop_relation_if_exists(backup_relation) }}\n\n {{ run_hooks(post_hooks, inside_transaction=False) }}\n\n {{ return({'relations': [target_relation]}) }}\n{% endmaterialization %}", + "package_name": "elementary", + "path": "macros/utils/cross_db_utils/safe_cast.sql", + "original_file_path": "macros/utils/cross_db_utils/safe_cast.sql", + "unique_id": "macro.elementary.edr_safe_cast", + "macro_sql": "{% macro edr_safe_cast(field, type) %}\n {{ return(adapter.dispatch('edr_safe_cast', 'elementary') (field, type)) }}\n{% endmacro %}", "depends_on": { - "macros": [ - "macro.dbt.load_cached_relation", - "macro.dbt.make_intermediate_relation", - "macro.dbt.make_backup_relation", - "macro.dbt.drop_relation_if_exists", - "macro.dbt.run_hooks", - "macro.dbt.statement", - "macro.dbt.get_create_table_as_sql", - "macro.dbt.create_indexes", - "macro.dbt.should_revoke", - "macro.dbt.apply_grants", - "macro.dbt.persist_docs" - ] + "macros": ["macro.elementary.default__edr_safe_cast"] }, "description": "", "meta": {}, "docs": { "show": true, "node_color": null }, "patch_path": null, "arguments": [], - "created_at": 1693603073.7061498, - "supported_languages": ["sql"] + "created_at": 1699027426.491072, + "supported_languages": null }, - "macro.dbt.get_create_table_as_sql": { - "name": "get_create_table_as_sql", + "macro.elementary.default__edr_safe_cast": { + "name": "default__edr_safe_cast", "resource_type": "macro", - "package_name": "dbt", - "path": "macros/materializations/models/table/create_table_as.sql", - "original_file_path": "macros/materializations/models/table/create_table_as.sql", - "unique_id": "macro.dbt.get_create_table_as_sql", - "macro_sql": "{% macro get_create_table_as_sql(temporary, relation, sql) -%}\n {{ adapter.dispatch('get_create_table_as_sql', 'dbt')(temporary, relation, sql) }}\n{%- endmacro %}", - "depends_on": { - "macros": ["macro.dbt.default__get_create_table_as_sql"] - }, + "package_name": "elementary", + "path": "macros/utils/cross_db_utils/safe_cast.sql", + "original_file_path": "macros/utils/cross_db_utils/safe_cast.sql", + "unique_id": "macro.elementary.default__edr_safe_cast", + "macro_sql": "{% macro default__edr_safe_cast(field, type) %}\n {% set macro = dbt.safe_cast or dbt_utils.safe_cast %}\n {% if not macro %}\n {{ exceptions.raise_compiler_error(\"Did not find a `safe_cast` macro.\") }}\n {% endif %}\n {{ return(macro(field, type)) }}\n{% endmacro %}", + "depends_on": { "macros": [] }, "description": "", "meta": {}, "docs": { "show": true, "node_color": null }, "patch_path": null, "arguments": [], - "created_at": 1693603073.7069929, + "created_at": 1699027426.491411, "supported_languages": null }, - "macro.dbt.default__get_create_table_as_sql": { - "name": "default__get_create_table_as_sql", + "macro.elementary.spark__edr_safe_cast": { + "name": "spark__edr_safe_cast", "resource_type": "macro", - "package_name": "dbt", - "path": "macros/materializations/models/table/create_table_as.sql", - "original_file_path": "macros/materializations/models/table/create_table_as.sql", - "unique_id": "macro.dbt.default__get_create_table_as_sql", - "macro_sql": "{% macro default__get_create_table_as_sql(temporary, relation, sql) -%}\n {{ return(create_table_as(temporary, relation, sql)) }}\n{% endmacro %}", - "depends_on": { "macros": ["macro.dbt.create_table_as"] }, + "package_name": "elementary", + "path": "macros/utils/cross_db_utils/safe_cast.sql", + "original_file_path": "macros/utils/cross_db_utils/safe_cast.sql", + "unique_id": "macro.elementary.spark__edr_safe_cast", + "macro_sql": "{% macro spark__edr_safe_cast(field, type) %}\n try_cast({{field}} as {{type}})\n{% endmacro %}", + "depends_on": { "macros": [] }, "description": "", "meta": {}, "docs": { "show": true, "node_color": null }, "patch_path": null, "arguments": [], - "created_at": 1693603073.707176, + "created_at": 1699027426.4915562, "supported_languages": null }, - "macro.dbt.create_table_as": { - "name": "create_table_as", + "macro.elementary.edr_quote": { + "name": "edr_quote", "resource_type": "macro", - "package_name": "dbt", - "path": "macros/materializations/models/table/create_table_as.sql", - "original_file_path": "macros/materializations/models/table/create_table_as.sql", - "unique_id": "macro.dbt.create_table_as", - "macro_sql": "{% macro create_table_as(temporary, relation, compiled_code, language='sql') -%}\n {# backward compatibility for create_table_as that does not support language #}\n {% if language == \"sql\" %}\n {{ adapter.dispatch('create_table_as', 'dbt')(temporary, relation, compiled_code)}}\n {% else %}\n {{ adapter.dispatch('create_table_as', 'dbt')(temporary, relation, compiled_code, language) }}\n {% endif %}\n\n{%- endmacro %}", + "package_name": "elementary", + "path": "macros/utils/cross_db_utils/quote_column.sql", + "original_file_path": "macros/utils/cross_db_utils/quote_column.sql", + "unique_id": "macro.elementary.edr_quote", + "macro_sql": "{% macro edr_quote(str) %}\n {% set escaped_str = elementary.escape_special_chars(str) %}\n {% do return(\"'{}'\".format(escaped_str)) %}\n{% endmacro %}", "depends_on": { - "macros": ["macro.dbt_snowflake.snowflake__create_table_as"] + "macros": ["macro.elementary.escape_special_chars"] }, "description": "", "meta": {}, "docs": { "show": true, "node_color": null }, "patch_path": null, "arguments": [], - "created_at": 1693603073.707614, + "created_at": 1699027426.492039, "supported_languages": null }, - "macro.dbt.default__create_table_as": { - "name": "default__create_table_as", + "macro.elementary.dict_to_quoted_json": { + "name": "dict_to_quoted_json", "resource_type": "macro", - "package_name": "dbt", - "path": "macros/materializations/models/table/create_table_as.sql", - "original_file_path": "macros/materializations/models/table/create_table_as.sql", - "unique_id": "macro.dbt.default__create_table_as", - "macro_sql": "{% macro default__create_table_as(temporary, relation, sql) -%}\n {%- set sql_header = config.get('sql_header', none) -%}\n\n {{ sql_header if sql_header is not none }}\n\n create {% if temporary: -%}temporary{%- endif %} table\n {{ relation.include(database=(not temporary), schema=(not temporary)) }}\n {% set contract_config = config.get('contract') %}\n {% if contract_config.enforced %}\n {{ get_assert_columns_equivalent(sql) }}\n {{ get_table_columns_and_constraints() }}\n {%- set sql = get_select_subquery(sql) %}\n {% endif %}\n as (\n {{ sql }}\n );\n{%- endmacro %}", + "package_name": "elementary", + "path": "macros/utils/cross_db_utils/quote_column.sql", + "original_file_path": "macros/utils/cross_db_utils/quote_column.sql", + "unique_id": "macro.elementary.dict_to_quoted_json", + "macro_sql": "{% macro dict_to_quoted_json(d) %}\n {% do return(elementary.edr_cast_as_string(elementary.edr_quote(tojson(d, sort_keys=true)))) %}\n{% endmacro %}", "depends_on": { "macros": [ - "macro.dbt.get_assert_columns_equivalent", - "macro.dbt.get_table_columns_and_constraints", - "macro.dbt.get_select_subquery" + "macro.elementary.edr_cast_as_string", + "macro.elementary.edr_quote" ] }, "description": "", @@ -5487,145 +22813,108 @@ "docs": { "show": true, "node_color": null }, "patch_path": null, "arguments": [], - "created_at": 1693603073.708247, + "created_at": 1699027426.49226, "supported_languages": null }, - "macro.dbt.default__get_column_names": { - "name": "default__get_column_names", + "macro.elementary.edr_quote_column": { + "name": "edr_quote_column", "resource_type": "macro", - "package_name": "dbt", - "path": "macros/materializations/models/table/create_table_as.sql", - "original_file_path": "macros/materializations/models/table/create_table_as.sql", - "unique_id": "macro.dbt.default__get_column_names", - "macro_sql": "{% macro default__get_column_names() %}\n {#- loop through user_provided_columns to get column names -#}\n {%- set user_provided_columns = model['columns'] -%}\n {%- for i in user_provided_columns %}\n {%- set col = user_provided_columns[i] -%}\n {%- set col_name = adapter.quote(col['name']) if col.get('quote') else col['name'] -%}\n {{ col_name }}{{ \", \" if not loop.last }}\n {%- endfor -%}\n{% endmacro %}", + "package_name": "elementary", + "path": "macros/utils/cross_db_utils/quote_column.sql", + "original_file_path": "macros/utils/cross_db_utils/quote_column.sql", + "unique_id": "macro.elementary.edr_quote_column", + "macro_sql": "\n\n{%- macro edr_quote_column(column_name) -%}\n {% if adapter.quote(column_name[1:-1]) == column_name %}\n {{ return(column_name) }}\n {% else %}\n {% set quoted_column = adapter.quote(column_name) %}\n {{ return(quoted_column) }}\n {% endif %}\n{%- endmacro -%}", "depends_on": { "macros": [] }, "description": "", "meta": {}, "docs": { "show": true, "node_color": null }, "patch_path": null, "arguments": [], - "created_at": 1693603073.708714, + "created_at": 1699027426.4926379, "supported_languages": null }, - "macro.dbt.get_select_subquery": { - "name": "get_select_subquery", + "macro.elementary.edr_to_char": { + "name": "edr_to_char", "resource_type": "macro", - "package_name": "dbt", - "path": "macros/materializations/models/table/create_table_as.sql", - "original_file_path": "macros/materializations/models/table/create_table_as.sql", - "unique_id": "macro.dbt.get_select_subquery", - "macro_sql": "{% macro get_select_subquery(sql) %}\n {{ return(adapter.dispatch('get_select_subquery', 'dbt')(sql)) }}\n{% endmacro %}", + "package_name": "elementary", + "path": "macros/utils/cross_db_utils/to_char.sql", + "original_file_path": "macros/utils/cross_db_utils/to_char.sql", + "unique_id": "macro.elementary.edr_to_char", + "macro_sql": "{% macro edr_to_char(column, format) -%}\n {{ return(adapter.dispatch('edr_to_char', 'elementary')(column, format)) }}\n{%- endmacro %}", "depends_on": { - "macros": ["macro.dbt.default__get_select_subquery"] + "macros": ["macro.elementary.default__edr_to_char"] }, "description": "", "meta": {}, "docs": { "show": true, "node_color": null }, "patch_path": null, "arguments": [], - "created_at": 1693603073.7088928, + "created_at": 1699027426.493171, "supported_languages": null }, - "macro.dbt.default__get_select_subquery": { - "name": "default__get_select_subquery", + "macro.elementary.default__edr_to_char": { + "name": "default__edr_to_char", "resource_type": "macro", - "package_name": "dbt", - "path": "macros/materializations/models/table/create_table_as.sql", - "original_file_path": "macros/materializations/models/table/create_table_as.sql", - "unique_id": "macro.dbt.default__get_select_subquery", - "macro_sql": "{% macro default__get_select_subquery(sql) %}\n select {{ adapter.dispatch('get_column_names', 'dbt')() }}\n from (\n {{ sql }}\n ) as model_subq\n{%- endmacro %}", - "depends_on": { "macros": ["macro.dbt.default__get_column_names"] }, + "package_name": "elementary", + "path": "macros/utils/cross_db_utils/to_char.sql", + "original_file_path": "macros/utils/cross_db_utils/to_char.sql", + "unique_id": "macro.elementary.default__edr_to_char", + "macro_sql": "{% macro default__edr_to_char(column, format) %}\n to_char({{ column }} {%- if format %}, '{{ format }}'){%- else %}, 'YYYY-MM-DD HH:MI:SS'){%- endif %}\n{% endmacro %}", + "depends_on": { "macros": [] }, "description": "", "meta": {}, "docs": { "show": true, "node_color": null }, "patch_path": null, "arguments": [], - "created_at": 1693603073.7090619, + "created_at": 1699027426.49338, "supported_languages": null }, - "macro.dbt.materialization_view_default": { - "name": "materialization_view_default", - "resource_type": "macro", - "package_name": "dbt", - "path": "macros/materializations/models/view/view.sql", - "original_file_path": "macros/materializations/models/view/view.sql", - "unique_id": "macro.dbt.materialization_view_default", - "macro_sql": "{%- materialization view, default -%}\n\n {%- set existing_relation = load_cached_relation(this) -%}\n {%- set target_relation = this.incorporate(type='view') -%}\n {%- set intermediate_relation = make_intermediate_relation(target_relation) -%}\n\n -- the intermediate_relation should not already exist in the database; get_relation\n -- will return None in that case. Otherwise, we get a relation that we can drop\n -- later, before we try to use this name for the current operation\n {%- set preexisting_intermediate_relation = load_cached_relation(intermediate_relation) -%}\n /*\n This relation (probably) doesn't exist yet. If it does exist, it's a leftover from\n a previous run, and we're going to try to drop it immediately. At the end of this\n materialization, we're going to rename the \"existing_relation\" to this identifier,\n and then we're going to drop it. In order to make sure we run the correct one of:\n - drop view ...\n - drop table ...\n\n We need to set the type of this relation to be the type of the existing_relation, if it exists,\n or else \"view\" as a sane default if it does not. Note that if the existing_relation does not\n exist, then there is nothing to move out of the way and subsequentally drop. In that case,\n this relation will be effectively unused.\n */\n {%- set backup_relation_type = 'view' if existing_relation is none else existing_relation.type -%}\n {%- set backup_relation = make_backup_relation(target_relation, backup_relation_type) -%}\n -- as above, the backup_relation should not already exist\n {%- set preexisting_backup_relation = load_cached_relation(backup_relation) -%}\n -- grab current tables grants config for comparision later on\n {% set grant_config = config.get('grants') %}\n\n {{ run_hooks(pre_hooks, inside_transaction=False) }}\n\n -- drop the temp relations if they exist already in the database\n {{ drop_relation_if_exists(preexisting_intermediate_relation) }}\n {{ drop_relation_if_exists(preexisting_backup_relation) }}\n\n -- `BEGIN` happens here:\n {{ run_hooks(pre_hooks, inside_transaction=True) }}\n\n -- build model\n {% call statement('main') -%}\n {{ get_create_view_as_sql(intermediate_relation, sql) }}\n {%- endcall %}\n\n -- cleanup\n -- move the existing view out of the way\n {% if existing_relation is not none %}\n /* Do the equivalent of rename_if_exists. 'existing_relation' could have been dropped\n since the variable was first set. */\n {% set existing_relation = load_cached_relation(existing_relation) %}\n {% if existing_relation is not none %}\n {{ adapter.rename_relation(existing_relation, backup_relation) }}\n {% endif %}\n {% endif %}\n {{ adapter.rename_relation(intermediate_relation, target_relation) }}\n\n {% set should_revoke = should_revoke(existing_relation, full_refresh_mode=True) %}\n {% do apply_grants(target_relation, grant_config, should_revoke=should_revoke) %}\n\n {% do persist_docs(target_relation, model) %}\n\n {{ run_hooks(post_hooks, inside_transaction=True) }}\n\n {{ adapter.commit() }}\n\n {{ drop_relation_if_exists(backup_relation) }}\n\n {{ run_hooks(post_hooks, inside_transaction=False) }}\n\n {{ return({'relations': [target_relation]}) }}\n\n{%- endmaterialization -%}", - "depends_on": { - "macros": [ - "macro.dbt.load_cached_relation", - "macro.dbt.make_intermediate_relation", - "macro.dbt.make_backup_relation", - "macro.dbt.run_hooks", - "macro.dbt.drop_relation_if_exists", - "macro.dbt.statement", - "macro.dbt.get_create_view_as_sql", - "macro.dbt.should_revoke", - "macro.dbt.apply_grants", - "macro.dbt.persist_docs" - ] - }, - "description": "", - "meta": {}, - "docs": { "show": true, "node_color": null }, - "patch_path": null, - "arguments": [], - "created_at": 1693603073.711842, - "supported_languages": ["sql"] - }, - "macro.dbt.handle_existing_table": { - "name": "handle_existing_table", + "macro.elementary.bigquery__edr_to_char": { + "name": "bigquery__edr_to_char", "resource_type": "macro", - "package_name": "dbt", - "path": "macros/materializations/models/view/helpers.sql", - "original_file_path": "macros/materializations/models/view/helpers.sql", - "unique_id": "macro.dbt.handle_existing_table", - "macro_sql": "{% macro handle_existing_table(full_refresh, old_relation) %}\n {{ adapter.dispatch('handle_existing_table', 'dbt')(full_refresh, old_relation) }}\n{% endmacro %}", - "depends_on": { - "macros": ["macro.dbt.default__handle_existing_table"] - }, + "package_name": "elementary", + "path": "macros/utils/cross_db_utils/to_char.sql", + "original_file_path": "macros/utils/cross_db_utils/to_char.sql", + "unique_id": "macro.elementary.bigquery__edr_to_char", + "macro_sql": "{% macro bigquery__edr_to_char(column, format) %}\n cast({{ column }} as STRING {%- if format %} FORMAT '{{ format }}'){%- else %}){%- endif %}\n{% endmacro %}", + "depends_on": { "macros": [] }, "description": "", "meta": {}, "docs": { "show": true, "node_color": null }, "patch_path": null, "arguments": [], - "created_at": 1693603073.7121332, + "created_at": 1699027426.4935832, "supported_languages": null }, - "macro.dbt.default__handle_existing_table": { - "name": "default__handle_existing_table", + "macro.elementary.spark__edr_to_char": { + "name": "spark__edr_to_char", "resource_type": "macro", - "package_name": "dbt", - "path": "macros/materializations/models/view/helpers.sql", - "original_file_path": "macros/materializations/models/view/helpers.sql", - "unique_id": "macro.dbt.default__handle_existing_table", - "macro_sql": "{% macro default__handle_existing_table(full_refresh, old_relation) %}\n {{ log(\"Dropping relation \" ~ old_relation ~ \" because it is of type \" ~ old_relation.type) }}\n {{ adapter.drop_relation(old_relation) }}\n{% endmacro %}", + "package_name": "elementary", + "path": "macros/utils/cross_db_utils/to_char.sql", + "original_file_path": "macros/utils/cross_db_utils/to_char.sql", + "unique_id": "macro.elementary.spark__edr_to_char", + "macro_sql": "{% macro spark__edr_to_char(column, format) %}\n date_format({{ column }} {%- if format %}, '{{ format }}'){%- else %}, 'YYYY-MM-DD HH:MI:SS'){%- endif %}\n{% endmacro %}", "depends_on": { "macros": [] }, "description": "", "meta": {}, "docs": { "show": true, "node_color": null }, "patch_path": null, "arguments": [], - "created_at": 1693603073.712348, + "created_at": 1699027426.493784, "supported_languages": null }, - "macro.dbt.create_or_replace_view": { - "name": "create_or_replace_view", + "macro.elementary.edr_hour_of_week_expression": { + "name": "edr_hour_of_week_expression", "resource_type": "macro", - "package_name": "dbt", - "path": "macros/materializations/models/view/create_or_replace_view.sql", - "original_file_path": "macros/materializations/models/view/create_or_replace_view.sql", - "unique_id": "macro.dbt.create_or_replace_view", - "macro_sql": "{% macro create_or_replace_view() %}\n {%- set identifier = model['alias'] -%}\n\n {%- set old_relation = adapter.get_relation(database=database, schema=schema, identifier=identifier) -%}\n {%- set exists_as_view = (old_relation is not none and old_relation.is_view) -%}\n\n {%- set target_relation = api.Relation.create(\n identifier=identifier, schema=schema, database=database,\n type='view') -%}\n {% set grant_config = config.get('grants') %}\n\n {{ run_hooks(pre_hooks) }}\n\n -- If there's a table with the same name and we weren't told to full refresh,\n -- that's an error. If we were told to full refresh, drop it. This behavior differs\n -- for Snowflake and BigQuery, so multiple dispatch is used.\n {%- if old_relation is not none and old_relation.is_table -%}\n {{ handle_existing_table(should_full_refresh(), old_relation) }}\n {%- endif -%}\n\n -- build model\n {% call statement('main') -%}\n {{ get_create_view_as_sql(target_relation, sql) }}\n {%- endcall %}\n\n {% set should_revoke = should_revoke(exists_as_view, full_refresh_mode=True) %}\n {% do apply_grants(target_relation, grant_config, should_revoke=should_revoke) %}\n\n {{ run_hooks(post_hooks) }}\n\n {{ return({'relations': [target_relation]}) }}\n\n{% endmacro %}", + "package_name": "elementary", + "path": "macros/utils/cross_db_utils/hour_of_week.sql", + "original_file_path": "macros/utils/cross_db_utils/hour_of_week.sql", + "unique_id": "macro.elementary.edr_hour_of_week_expression", + "macro_sql": "{% macro edr_hour_of_week_expression(date_expr) %}\n {{ return(adapter.dispatch('edr_hour_of_week_expression','elementary')(elementary.edr_cast_as_timestamp(date_expr))) }}\n{% endmacro %}", "depends_on": { - "macros": [ - "macro.dbt.run_hooks", - "macro.dbt.handle_existing_table", - "macro.dbt.should_full_refresh", - "macro.dbt.statement", - "macro.dbt.get_create_view_as_sql", - "macro.dbt.should_revoke", - "macro.dbt.apply_grants" + "macros": [ + "macro.elementary.snowflake__edr_hour_of_week_expression", + "macro.elementary.edr_cast_as_timestamp" ] }, "description": "", @@ -5633,333 +22922,318 @@ "docs": { "show": true, "node_color": null }, "patch_path": null, "arguments": [], - "created_at": 1693603073.713809, + "created_at": 1699027426.494638, "supported_languages": null }, - "macro.dbt.get_create_view_as_sql": { - "name": "get_create_view_as_sql", + "macro.elementary.default__edr_hour_of_week_expression": { + "name": "default__edr_hour_of_week_expression", "resource_type": "macro", - "package_name": "dbt", - "path": "macros/materializations/models/view/create_view_as.sql", - "original_file_path": "macros/materializations/models/view/create_view_as.sql", - "unique_id": "macro.dbt.get_create_view_as_sql", - "macro_sql": "{% macro get_create_view_as_sql(relation, sql) -%}\n {{ adapter.dispatch('get_create_view_as_sql', 'dbt')(relation, sql) }}\n{%- endmacro %}", - "depends_on": { - "macros": ["macro.dbt.default__get_create_view_as_sql"] - }, + "package_name": "elementary", + "path": "macros/utils/cross_db_utils/hour_of_week.sql", + "original_file_path": "macros/utils/cross_db_utils/hour_of_week.sql", + "unique_id": "macro.elementary.default__edr_hour_of_week_expression", + "macro_sql": "{% macro default__edr_hour_of_week_expression(date_expr) %}\n concat(cast(DATE_FORMAT({{ date_expr }}, 'EEEE') as {{ elementary.edr_type_string() }}), cast(HOUR({{ date_expr }}) as {{ elementary.edr_type_string() }}))\n{% endmacro %}", + "depends_on": { "macros": ["macro.elementary.edr_type_string"] }, "description": "", "meta": {}, "docs": { "show": true, "node_color": null }, "patch_path": null, "arguments": [], - "created_at": 1693603073.714241, + "created_at": 1699027426.49492, "supported_languages": null }, - "macro.dbt.default__get_create_view_as_sql": { - "name": "default__get_create_view_as_sql", + "macro.elementary.bigquery__edr_hour_of_week_expression": { + "name": "bigquery__edr_hour_of_week_expression", "resource_type": "macro", - "package_name": "dbt", - "path": "macros/materializations/models/view/create_view_as.sql", - "original_file_path": "macros/materializations/models/view/create_view_as.sql", - "unique_id": "macro.dbt.default__get_create_view_as_sql", - "macro_sql": "{% macro default__get_create_view_as_sql(relation, sql) -%}\n {{ return(create_view_as(relation, sql)) }}\n{% endmacro %}", - "depends_on": { "macros": ["macro.dbt.create_view_as"] }, + "package_name": "elementary", + "path": "macros/utils/cross_db_utils/hour_of_week.sql", + "original_file_path": "macros/utils/cross_db_utils/hour_of_week.sql", + "unique_id": "macro.elementary.bigquery__edr_hour_of_week_expression", + "macro_sql": "{% macro bigquery__edr_hour_of_week_expression(date_expr) %}\n concat(cast(FORMAT_DATE('%A', {{ date_expr }}) as {{ elementary.edr_type_string() }}), cast(EXTRACT(hour from {{ date_expr }}) as {{ elementary.edr_type_string() }}))\n{% endmacro %}", + "depends_on": { "macros": ["macro.elementary.edr_type_string"] }, "description": "", "meta": {}, "docs": { "show": true, "node_color": null }, "patch_path": null, "arguments": [], - "created_at": 1693603073.7144, + "created_at": 1699027426.495113, "supported_languages": null }, - "macro.dbt.create_view_as": { - "name": "create_view_as", + "macro.elementary.postgres__edr_hour_of_week_expression": { + "name": "postgres__edr_hour_of_week_expression", "resource_type": "macro", - "package_name": "dbt", - "path": "macros/materializations/models/view/create_view_as.sql", - "original_file_path": "macros/materializations/models/view/create_view_as.sql", - "unique_id": "macro.dbt.create_view_as", - "macro_sql": "{% macro create_view_as(relation, sql) -%}\n {{ adapter.dispatch('create_view_as', 'dbt')(relation, sql) }}\n{%- endmacro %}", - "depends_on": { - "macros": ["macro.dbt_snowflake.snowflake__create_view_as"] - }, + "package_name": "elementary", + "path": "macros/utils/cross_db_utils/hour_of_week.sql", + "original_file_path": "macros/utils/cross_db_utils/hour_of_week.sql", + "unique_id": "macro.elementary.postgres__edr_hour_of_week_expression", + "macro_sql": "{% macro postgres__edr_hour_of_week_expression(date_expr) %}\n concat(cast(to_char({{ date_expr }}, 'Day') as {{ elementary.edr_type_string() }}), cast(EXTRACT(hour from {{ date_expr }}) as {{ elementary.edr_type_string() }}))\n{% endmacro %}", + "depends_on": { "macros": ["macro.elementary.edr_type_string"] }, "description": "", "meta": {}, "docs": { "show": true, "node_color": null }, "patch_path": null, "arguments": [], - "created_at": 1693603073.714574, + "created_at": 1699027426.495306, "supported_languages": null }, - "macro.dbt.default__create_view_as": { - "name": "default__create_view_as", + "macro.elementary.redshift__edr_hour_of_week_expression": { + "name": "redshift__edr_hour_of_week_expression", "resource_type": "macro", - "package_name": "dbt", - "path": "macros/materializations/models/view/create_view_as.sql", - "original_file_path": "macros/materializations/models/view/create_view_as.sql", - "unique_id": "macro.dbt.default__create_view_as", - "macro_sql": "{% macro default__create_view_as(relation, sql) -%}\n {%- set sql_header = config.get('sql_header', none) -%}\n\n {{ sql_header if sql_header is not none }}\n create view {{ relation }}\n {% set contract_config = config.get('contract') %}\n {% if contract_config.enforced %}\n {{ get_assert_columns_equivalent(sql) }}\n {%- endif %}\n as (\n {{ sql }}\n );\n{%- endmacro %}", - "depends_on": { - "macros": ["macro.dbt.get_assert_columns_equivalent"] - }, + "package_name": "elementary", + "path": "macros/utils/cross_db_utils/hour_of_week.sql", + "original_file_path": "macros/utils/cross_db_utils/hour_of_week.sql", + "unique_id": "macro.elementary.redshift__edr_hour_of_week_expression", + "macro_sql": "{% macro redshift__edr_hour_of_week_expression(date_expr) %}\n concat(trim(' ' FROM to_char({{ date_expr }}, 'Day')), cast(EXTRACT(hour from {{ date_expr }}) as {{ elementary.edr_type_string() }}))\n{% endmacro %}", + "depends_on": { "macros": ["macro.elementary.edr_type_string"] }, "description": "", "meta": {}, "docs": { "show": true, "node_color": null }, "patch_path": null, "arguments": [], - "created_at": 1693603073.7149818, + "created_at": 1699027426.495462, "supported_languages": null }, - "macro.dbt.materialization_seed_default": { - "name": "materialization_seed_default", + "macro.elementary.snowflake__edr_hour_of_week_expression": { + "name": "snowflake__edr_hour_of_week_expression", "resource_type": "macro", - "package_name": "dbt", - "path": "macros/materializations/seeds/seed.sql", - "original_file_path": "macros/materializations/seeds/seed.sql", - "unique_id": "macro.dbt.materialization_seed_default", - "macro_sql": "{% materialization seed, default %}\n\n {%- set identifier = model['alias'] -%}\n {%- set full_refresh_mode = (should_full_refresh()) -%}\n\n {%- set old_relation = adapter.get_relation(database=database, schema=schema, identifier=identifier) -%}\n\n {%- set exists_as_table = (old_relation is not none and old_relation.is_table) -%}\n {%- set exists_as_view = (old_relation is not none and old_relation.is_view) -%}\n\n {%- set grant_config = config.get('grants') -%}\n {%- set agate_table = load_agate_table() -%}\n -- grab current tables grants config for comparison later on\n\n {%- do store_result('agate_table', response='OK', agate_table=agate_table) -%}\n\n {{ run_hooks(pre_hooks, inside_transaction=False) }}\n\n -- `BEGIN` happens here:\n {{ run_hooks(pre_hooks, inside_transaction=True) }}\n\n -- build model\n {% set create_table_sql = \"\" %}\n {% if exists_as_view %}\n {{ exceptions.raise_compiler_error(\"Cannot seed to '{}', it is a view\".format(old_relation)) }}\n {% elif exists_as_table %}\n {% set create_table_sql = reset_csv_table(model, full_refresh_mode, old_relation, agate_table) %}\n {% else %}\n {% set create_table_sql = create_csv_table(model, agate_table) %}\n {% endif %}\n\n {% set code = 'CREATE' if full_refresh_mode else 'INSERT' %}\n {% set rows_affected = (agate_table.rows | length) %}\n {% set sql = load_csv_rows(model, agate_table) %}\n\n {% call noop_statement('main', code ~ ' ' ~ rows_affected, code, rows_affected) %}\n {{ get_csv_sql(create_table_sql, sql) }};\n {% endcall %}\n\n {% set target_relation = this.incorporate(type='table') %}\n\n {% set should_revoke = should_revoke(old_relation, full_refresh_mode) %}\n {% do apply_grants(target_relation, grant_config, should_revoke=should_revoke) %}\n\n {% do persist_docs(target_relation, model) %}\n\n {% if full_refresh_mode or not exists_as_table %}\n {% do create_indexes(target_relation) %}\n {% endif %}\n\n {{ run_hooks(post_hooks, inside_transaction=True) }}\n\n -- `COMMIT` happens here\n {{ adapter.commit() }}\n\n {{ run_hooks(post_hooks, inside_transaction=False) }}\n\n {{ return({'relations': [target_relation]}) }}\n\n{% endmaterialization %}", - "depends_on": { - "macros": [ - "macro.dbt.should_full_refresh", - "macro.dbt.run_hooks", - "macro.dbt.reset_csv_table", - "macro.dbt.create_csv_table", - "macro.dbt.load_csv_rows", - "macro.dbt.noop_statement", - "macro.dbt.get_csv_sql", - "macro.dbt.should_revoke", - "macro.dbt.apply_grants", - "macro.dbt.persist_docs", - "macro.dbt.create_indexes" - ] - }, + "package_name": "elementary", + "path": "macros/utils/cross_db_utils/hour_of_week.sql", + "original_file_path": "macros/utils/cross_db_utils/hour_of_week.sql", + "unique_id": "macro.elementary.snowflake__edr_hour_of_week_expression", + "macro_sql": "{% macro snowflake__edr_hour_of_week_expression(date_expr) %}\n concat(cast(DECODE (EXTRACT('dayofweek',{{ date_expr }}),\n 1 , 'Monday',\n 2 , 'Tuesday',\n 3 , 'Wednesday',\n 4 , 'Thursday',\n 5 , 'Friday',\n 6 , 'Saturday',\n 0 , 'Sunday'\n ) as {{ elementary.edr_type_string() }}), cast(HOUR({{ date_expr }}) as {{ elementary.edr_type_string() }}))\n{% endmacro %}", + "depends_on": { "macros": ["macro.elementary.edr_type_string"] }, "description": "", "meta": {}, "docs": { "show": true, "node_color": null }, "patch_path": null, "arguments": [], - "created_at": 1693603073.718126, - "supported_languages": ["sql"] + "created_at": 1699027426.4956641, + "supported_languages": null }, - "macro.dbt.create_csv_table": { - "name": "create_csv_table", + "macro.elementary.edr_current_timestamp": { + "name": "edr_current_timestamp", "resource_type": "macro", - "package_name": "dbt", - "path": "macros/materializations/seeds/helpers.sql", - "original_file_path": "macros/materializations/seeds/helpers.sql", - "unique_id": "macro.dbt.create_csv_table", - "macro_sql": "{% macro create_csv_table(model, agate_table) -%}\n {{ adapter.dispatch('create_csv_table', 'dbt')(model, agate_table) }}\n{%- endmacro %}", - "depends_on": { "macros": ["macro.dbt.default__create_csv_table"] }, + "package_name": "elementary", + "path": "macros/utils/cross_db_utils/current_timestamp.sql", + "original_file_path": "macros/utils/cross_db_utils/current_timestamp.sql", + "unique_id": "macro.elementary.edr_current_timestamp", + "macro_sql": "{% macro edr_current_timestamp() -%}\n {{ adapter.dispatch('edr_current_timestamp','elementary')() }}\n{%- endmacro %}", + "depends_on": { + "macros": ["macro.elementary.default__edr_current_timestamp"] + }, "description": "", "meta": {}, "docs": { "show": true, "node_color": null }, "patch_path": null, "arguments": [], - "created_at": 1693603073.723205, + "created_at": 1699027426.496792, "supported_languages": null }, - "macro.dbt.default__create_csv_table": { - "name": "default__create_csv_table", + "macro.elementary.default__edr_current_timestamp": { + "name": "default__edr_current_timestamp", "resource_type": "macro", - "package_name": "dbt", - "path": "macros/materializations/seeds/helpers.sql", - "original_file_path": "macros/materializations/seeds/helpers.sql", - "unique_id": "macro.dbt.default__create_csv_table", - "macro_sql": "{% macro default__create_csv_table(model, agate_table) %}\n {%- set column_override = model['config'].get('column_types', {}) -%}\n {%- set quote_seed_column = model['config'].get('quote_columns', None) -%}\n\n {% set sql %}\n create table {{ this.render() }} (\n {%- for col_name in agate_table.column_names -%}\n {%- set inferred_type = adapter.convert_type(agate_table, loop.index0) -%}\n {%- set type = column_override.get(col_name, inferred_type) -%}\n {%- set column_name = (col_name | string) -%}\n {{ adapter.quote_seed_column(column_name, quote_seed_column) }} {{ type }} {%- if not loop.last -%}, {%- endif -%}\n {%- endfor -%}\n )\n {% endset %}\n\n {% call statement('_') -%}\n {{ sql }}\n {%- endcall %}\n\n {{ return(sql) }}\n{% endmacro %}", - "depends_on": { "macros": ["macro.dbt.statement"] }, + "package_name": "elementary", + "path": "macros/utils/cross_db_utils/current_timestamp.sql", + "original_file_path": "macros/utils/cross_db_utils/current_timestamp.sql", + "unique_id": "macro.elementary.default__edr_current_timestamp", + "macro_sql": "{% macro default__edr_current_timestamp() -%}\n {% set macro = dbt.current_timestamp_backcompat or dbt_utils.current_timestamp %}\n {% if not macro %}\n {{ exceptions.raise_compiler_error(\"Did not find a `current_timestamp` macro.\") }}\n {% endif %}\n {{ return(macro()) }}\n{%- endmacro %}", + "depends_on": { "macros": [] }, "description": "", "meta": {}, "docs": { "show": true, "node_color": null }, "patch_path": null, "arguments": [], - "created_at": 1693603073.7241201, + "created_at": 1699027426.497087, "supported_languages": null }, - "macro.dbt.reset_csv_table": { - "name": "reset_csv_table", + "macro.elementary.databricks__edr_current_timestamp": { + "name": "databricks__edr_current_timestamp", "resource_type": "macro", - "package_name": "dbt", - "path": "macros/materializations/seeds/helpers.sql", - "original_file_path": "macros/materializations/seeds/helpers.sql", - "unique_id": "macro.dbt.reset_csv_table", - "macro_sql": "{% macro reset_csv_table(model, full_refresh, old_relation, agate_table) -%}\n {{ adapter.dispatch('reset_csv_table', 'dbt')(model, full_refresh, old_relation, agate_table) }}\n{%- endmacro %}", - "depends_on": { "macros": ["macro.dbt.default__reset_csv_table"] }, + "package_name": "elementary", + "path": "macros/utils/cross_db_utils/current_timestamp.sql", + "original_file_path": "macros/utils/cross_db_utils/current_timestamp.sql", + "unique_id": "macro.elementary.databricks__edr_current_timestamp", + "macro_sql": "{% macro databricks__edr_current_timestamp() -%}\n {% set macro = dbt.current_timestamp_backcompat or dbt_utils.current_timestamp %}\n {% if not macro %}\n {{ exceptions.raise_compiler_error(\"Did not find a `current_timestamp` macro.\") }}\n {% endif %}\n {{ return(macro()) }}\n{%- endmacro %}", + "depends_on": { "macros": [] }, "description": "", "meta": {}, "docs": { "show": true, "node_color": null }, "patch_path": null, "arguments": [], - "created_at": 1693603073.724362, + "created_at": 1699027426.497368, "supported_languages": null }, - "macro.dbt.default__reset_csv_table": { - "name": "default__reset_csv_table", + "macro.elementary.spark__edr_current_timestamp": { + "name": "spark__edr_current_timestamp", "resource_type": "macro", - "package_name": "dbt", - "path": "macros/materializations/seeds/helpers.sql", - "original_file_path": "macros/materializations/seeds/helpers.sql", - "unique_id": "macro.dbt.default__reset_csv_table", - "macro_sql": "{% macro default__reset_csv_table(model, full_refresh, old_relation, agate_table) %}\n {% set sql = \"\" %}\n {% if full_refresh %}\n {{ adapter.drop_relation(old_relation) }}\n {% set sql = create_csv_table(model, agate_table) %}\n {% else %}\n {{ adapter.truncate_relation(old_relation) }}\n {% set sql = \"truncate table \" ~ old_relation %}\n {% endif %}\n\n {{ return(sql) }}\n{% endmacro %}", - "depends_on": { "macros": ["macro.dbt.create_csv_table"] }, + "package_name": "elementary", + "path": "macros/utils/cross_db_utils/current_timestamp.sql", + "original_file_path": "macros/utils/cross_db_utils/current_timestamp.sql", + "unique_id": "macro.elementary.spark__edr_current_timestamp", + "macro_sql": "{% macro spark__edr_current_timestamp() %}\n cast(current_timestamp() as timestamp)\n{% endmacro %}", + "depends_on": { "macros": [] }, "description": "", "meta": {}, "docs": { "show": true, "node_color": null }, "patch_path": null, "arguments": [], - "created_at": 1693603073.724828, + "created_at": 1699027426.497441, "supported_languages": null }, - "macro.dbt.get_csv_sql": { - "name": "get_csv_sql", + "macro.elementary.edr_current_timestamp_in_utc": { + "name": "edr_current_timestamp_in_utc", "resource_type": "macro", - "package_name": "dbt", - "path": "macros/materializations/seeds/helpers.sql", - "original_file_path": "macros/materializations/seeds/helpers.sql", - "unique_id": "macro.dbt.get_csv_sql", - "macro_sql": "{% macro get_csv_sql(create_or_truncate_sql, insert_sql) %}\n {{ adapter.dispatch('get_csv_sql', 'dbt')(create_or_truncate_sql, insert_sql) }}\n{% endmacro %}", - "depends_on": { "macros": ["macro.dbt.default__get_csv_sql"] }, + "package_name": "elementary", + "path": "macros/utils/cross_db_utils/current_timestamp.sql", + "original_file_path": "macros/utils/cross_db_utils/current_timestamp.sql", + "unique_id": "macro.elementary.edr_current_timestamp_in_utc", + "macro_sql": "{% macro edr_current_timestamp_in_utc() -%}\n {{ adapter.dispatch('edr_current_timestamp_in_utc','elementary')() }}\n{%- endmacro %}", + "depends_on": { + "macros": [ + "macro.elementary.default__edr_current_timestamp_in_utc" + ] + }, "description": "", "meta": {}, "docs": { "show": true, "node_color": null }, "patch_path": null, "arguments": [], - "created_at": 1693603073.7250361, + "created_at": 1699027426.49758, "supported_languages": null }, - "macro.dbt.default__get_csv_sql": { - "name": "default__get_csv_sql", + "macro.elementary.default__edr_current_timestamp_in_utc": { + "name": "default__edr_current_timestamp_in_utc", "resource_type": "macro", - "package_name": "dbt", - "path": "macros/materializations/seeds/helpers.sql", - "original_file_path": "macros/materializations/seeds/helpers.sql", - "unique_id": "macro.dbt.default__get_csv_sql", - "macro_sql": "{% macro default__get_csv_sql(create_or_truncate_sql, insert_sql) %}\n {{ create_or_truncate_sql }};\n -- dbt seed --\n {{ insert_sql }}\n{% endmacro %}", + "package_name": "elementary", + "path": "macros/utils/cross_db_utils/current_timestamp.sql", + "original_file_path": "macros/utils/cross_db_utils/current_timestamp.sql", + "unique_id": "macro.elementary.default__edr_current_timestamp_in_utc", + "macro_sql": "{% macro default__edr_current_timestamp_in_utc() -%}\n {% set macro = dbt.current_timestamp_in_utc_backcompat or dbt_utils.current_timestamp_in_utc %}\n {% if not macro %}\n {{ exceptions.raise_compiler_error(\"Did not find a `current_timestamp_in_utc` macro.\") }}\n {% endif %}\n {{ return(macro()) }}\n{%- endmacro %}", "depends_on": { "macros": [] }, "description": "", "meta": {}, "docs": { "show": true, "node_color": null }, "patch_path": null, "arguments": [], - "created_at": 1693603073.72517, + "created_at": 1699027426.497909, "supported_languages": null }, - "macro.dbt.get_binding_char": { - "name": "get_binding_char", + "macro.elementary.databricks__edr_current_timestamp_in_utc": { + "name": "databricks__edr_current_timestamp_in_utc", "resource_type": "macro", - "package_name": "dbt", - "path": "macros/materializations/seeds/helpers.sql", - "original_file_path": "macros/materializations/seeds/helpers.sql", - "unique_id": "macro.dbt.get_binding_char", - "macro_sql": "{% macro get_binding_char() -%}\n {{ adapter.dispatch('get_binding_char', 'dbt')() }}\n{%- endmacro %}", - "depends_on": { "macros": ["macro.dbt.default__get_binding_char"] }, + "package_name": "elementary", + "path": "macros/utils/cross_db_utils/current_timestamp.sql", + "original_file_path": "macros/utils/cross_db_utils/current_timestamp.sql", + "unique_id": "macro.elementary.databricks__edr_current_timestamp_in_utc", + "macro_sql": "{% macro databricks__edr_current_timestamp_in_utc() -%}\n {% set macro = dbt.current_timestamp_in_utc_backcompat or dbt_utils.current_timestamp_in_utc %}\n {% if not macro %}\n {{ exceptions.raise_compiler_error(\"Did not find a `current_timestamp_in_utc` macro.\") }}\n {% endif %}\n {{ return(macro()) }}\n{%- endmacro %}", + "depends_on": { "macros": [] }, "description": "", "meta": {}, "docs": { "show": true, "node_color": null }, "patch_path": null, "arguments": [], - "created_at": 1693603073.7253141, + "created_at": 1699027426.498191, "supported_languages": null }, - "macro.dbt.default__get_binding_char": { - "name": "default__get_binding_char", + "macro.elementary.spark__edr_current_timestamp_in_utc": { + "name": "spark__edr_current_timestamp_in_utc", "resource_type": "macro", - "package_name": "dbt", - "path": "macros/materializations/seeds/helpers.sql", - "original_file_path": "macros/materializations/seeds/helpers.sql", - "unique_id": "macro.dbt.default__get_binding_char", - "macro_sql": "{% macro default__get_binding_char() %}\n {{ return('%s') }}\n{% endmacro %}", + "package_name": "elementary", + "path": "macros/utils/cross_db_utils/current_timestamp.sql", + "original_file_path": "macros/utils/cross_db_utils/current_timestamp.sql", + "unique_id": "macro.elementary.spark__edr_current_timestamp_in_utc", + "macro_sql": "{% macro spark__edr_current_timestamp_in_utc() %}\n cast(unix_timestamp() as timestamp)\n{% endmacro %}", "depends_on": { "macros": [] }, "description": "", "meta": {}, "docs": { "show": true, "node_color": null }, "patch_path": null, "arguments": [], - "created_at": 1693603073.725434, + "created_at": 1699027426.4982662, "supported_languages": null }, - "macro.dbt.get_batch_size": { - "name": "get_batch_size", + "macro.elementary.edr_time_trunc": { + "name": "edr_time_trunc", "resource_type": "macro", - "package_name": "dbt", - "path": "macros/materializations/seeds/helpers.sql", - "original_file_path": "macros/materializations/seeds/helpers.sql", - "unique_id": "macro.dbt.get_batch_size", - "macro_sql": "{% macro get_batch_size() -%}\n {{ return(adapter.dispatch('get_batch_size', 'dbt')()) }}\n{%- endmacro %}", - "depends_on": { "macros": ["macro.dbt.default__get_batch_size"] }, + "package_name": "elementary", + "path": "macros/utils/cross_db_utils/time_trunc.sql", + "original_file_path": "macros/utils/cross_db_utils/time_trunc.sql", + "unique_id": "macro.elementary.edr_time_trunc", + "macro_sql": "{% macro edr_time_trunc(date_part, date_expression) -%}\n {{ return(adapter.dispatch('edr_time_trunc', 'elementary') (date_part, date_expression)) }}\n{%- endmacro %}", + "depends_on": { + "macros": ["macro.elementary.default__edr_time_trunc"] + }, "description": "", "meta": {}, "docs": { "show": true, "node_color": null }, "patch_path": null, "arguments": [], - "created_at": 1693603073.725607, + "created_at": 1699027426.498615, "supported_languages": null }, - "macro.dbt.default__get_batch_size": { - "name": "default__get_batch_size", + "macro.elementary.default__edr_time_trunc": { + "name": "default__edr_time_trunc", "resource_type": "macro", - "package_name": "dbt", - "path": "macros/materializations/seeds/helpers.sql", - "original_file_path": "macros/materializations/seeds/helpers.sql", - "unique_id": "macro.dbt.default__get_batch_size", - "macro_sql": "{% macro default__get_batch_size() %}\n {{ return(10000) }}\n{% endmacro %}", - "depends_on": { "macros": [] }, + "package_name": "elementary", + "path": "macros/utils/cross_db_utils/time_trunc.sql", + "original_file_path": "macros/utils/cross_db_utils/time_trunc.sql", + "unique_id": "macro.elementary.default__edr_time_trunc", + "macro_sql": "{% macro default__edr_time_trunc(date_part, date_expression) %}\n date_trunc('{{date_part}}', cast({{ date_expression }} as {{ elementary.edr_type_timestamp() }}))\n{% endmacro %}", + "depends_on": { "macros": ["macro.elementary.edr_type_timestamp"] }, "description": "", "meta": {}, "docs": { "show": true, "node_color": null }, "patch_path": null, "arguments": [], - "created_at": 1693603073.725733, + "created_at": 1699027426.498778, "supported_languages": null }, - "macro.dbt.get_seed_column_quoted_csv": { - "name": "get_seed_column_quoted_csv", + "macro.elementary.bigquery__edr_time_trunc": { + "name": "bigquery__edr_time_trunc", "resource_type": "macro", - "package_name": "dbt", - "path": "macros/materializations/seeds/helpers.sql", - "original_file_path": "macros/materializations/seeds/helpers.sql", - "unique_id": "macro.dbt.get_seed_column_quoted_csv", - "macro_sql": "{% macro get_seed_column_quoted_csv(model, column_names) %}\n {%- set quote_seed_column = model['config'].get('quote_columns', None) -%}\n {% set quoted = [] %}\n {% for col in column_names -%}\n {%- do quoted.append(adapter.quote_seed_column(col, quote_seed_column)) -%}\n {%- endfor %}\n\n {%- set dest_cols_csv = quoted | join(', ') -%}\n {{ return(dest_cols_csv) }}\n{% endmacro %}", + "package_name": "elementary", + "path": "macros/utils/cross_db_utils/time_trunc.sql", + "original_file_path": "macros/utils/cross_db_utils/time_trunc.sql", + "unique_id": "macro.elementary.bigquery__edr_time_trunc", + "macro_sql": "{% macro bigquery__edr_time_trunc(date_part, date_expression) %}\n timestamp_trunc(cast({{ date_expression }} as timestamp), {{ date_part }})\n{% endmacro %}", "depends_on": { "macros": [] }, "description": "", "meta": {}, "docs": { "show": true, "node_color": null }, "patch_path": null, "arguments": [], - "created_at": 1693603073.726219, + "created_at": 1699027426.498931, "supported_languages": null }, - "macro.dbt.load_csv_rows": { - "name": "load_csv_rows", + "macro.elementary.generate_surrogate_key": { + "name": "generate_surrogate_key", "resource_type": "macro", - "package_name": "dbt", - "path": "macros/materializations/seeds/helpers.sql", - "original_file_path": "macros/materializations/seeds/helpers.sql", - "unique_id": "macro.dbt.load_csv_rows", - "macro_sql": "{% macro load_csv_rows(model, agate_table) -%}\n {{ adapter.dispatch('load_csv_rows', 'dbt')(model, agate_table) }}\n{%- endmacro %}", - "depends_on": { - "macros": ["macro.dbt_snowflake.snowflake__load_csv_rows"] - }, + "package_name": "elementary", + "path": "macros/utils/cross_db_utils/generate_surrogate_key.sql", + "original_file_path": "macros/utils/cross_db_utils/generate_surrogate_key.sql", + "unique_id": "macro.elementary.generate_surrogate_key", + "macro_sql": "\n\n\n{%- macro generate_surrogate_key(fields) -%}\n {% set concat_macro = dbt.concat or dbt_utils.concat %}\n {% set hash_macro = dbt.hash or dbt_utils.hash %}\n\n {% set default_null_value = \"\" %}\n {%- set field_sqls = [] -%}\n {%- for field in fields -%}\n {%- do field_sqls.append(\n \"coalesce(cast(\" ~ field ~ \" as \" ~ elementary.edr_type_string() ~ \"), '\" ~ default_null_value ~\"')\"\n ) -%}\n {%- if not loop.last %}\n {%- do field_sqls.append(\"'-'\") -%}\n {%- endif -%}\n {%- endfor -%}\n {{ hash_macro(concat_macro(field_sqls)) }}\n{% endmacro %}", + "depends_on": { "macros": ["macro.elementary.edr_type_string"] }, "description": "", "meta": {}, "docs": { "show": true, "node_color": null }, "patch_path": null, "arguments": [], - "created_at": 1693603073.726401, + "created_at": 1699027426.4997592, "supported_languages": null }, - "macro.dbt.default__load_csv_rows": { - "name": "default__load_csv_rows", + "macro.elementary.edr_day_of_week_expression": { + "name": "edr_day_of_week_expression", "resource_type": "macro", - "package_name": "dbt", - "path": "macros/materializations/seeds/helpers.sql", - "original_file_path": "macros/materializations/seeds/helpers.sql", - "unique_id": "macro.dbt.default__load_csv_rows", - "macro_sql": "{% macro default__load_csv_rows(model, agate_table) %}\n\n {% set batch_size = get_batch_size() %}\n\n {% set cols_sql = get_seed_column_quoted_csv(model, agate_table.column_names) %}\n {% set bindings = [] %}\n\n {% set statements = [] %}\n\n {% for chunk in agate_table.rows | batch(batch_size) %}\n {% set bindings = [] %}\n\n {% for row in chunk %}\n {% do bindings.extend(row) %}\n {% endfor %}\n\n {% set sql %}\n insert into {{ this.render() }} ({{ cols_sql }}) values\n {% for row in chunk -%}\n ({%- for column in agate_table.column_names -%}\n {{ get_binding_char() }}\n {%- if not loop.last%},{%- endif %}\n {%- endfor -%})\n {%- if not loop.last%},{%- endif %}\n {%- endfor %}\n {% endset %}\n\n {% do adapter.add_query(sql, bindings=bindings, abridge_sql_log=True) %}\n\n {% if loop.index0 == 0 %}\n {% do statements.append(sql) %}\n {% endif %}\n {% endfor %}\n\n {# Return SQL so we can render it out into the compiled files #}\n {{ return(statements[0]) }}\n{% endmacro %}", + "package_name": "elementary", + "path": "macros/utils/cross_db_utils/day_of_week.sql", + "original_file_path": "macros/utils/cross_db_utils/day_of_week.sql", + "unique_id": "macro.elementary.edr_day_of_week_expression", + "macro_sql": "{% macro edr_day_of_week_expression(date_expr) %}\n {{ return(adapter.dispatch('edr_day_of_week_expression','elementary')(elementary.edr_cast_as_date(date_expr))) }}\n{% endmacro %}", "depends_on": { "macros": [ - "macro.dbt.get_batch_size", - "macro.dbt.get_seed_column_quoted_csv", - "macro.dbt.get_binding_char" + "macro.elementary.snowflake__edr_day_of_week_expression", + "macro.elementary.edr_cast_as_date" ] }, "description": "", @@ -5967,2325 +23241,2407 @@ "docs": { "show": true, "node_color": null }, "patch_path": null, "arguments": [], - "created_at": 1693603073.7277598, + "created_at": 1699027426.5002072, "supported_languages": null }, - "macro.dbt.generate_alias_name": { - "name": "generate_alias_name", + "macro.elementary.default__edr_day_of_week_expression": { + "name": "default__edr_day_of_week_expression", "resource_type": "macro", - "package_name": "dbt", - "path": "macros/get_custom_name/get_custom_alias.sql", - "original_file_path": "macros/get_custom_name/get_custom_alias.sql", - "unique_id": "macro.dbt.generate_alias_name", - "macro_sql": "{% macro generate_alias_name(custom_alias_name=none, node=none) -%}\n {% do return(adapter.dispatch('generate_alias_name', 'dbt')(custom_alias_name, node)) %}\n{%- endmacro %}", - "depends_on": { - "macros": ["macro.dbt.default__generate_alias_name"] - }, + "package_name": "elementary", + "path": "macros/utils/cross_db_utils/day_of_week.sql", + "original_file_path": "macros/utils/cross_db_utils/day_of_week.sql", + "unique_id": "macro.elementary.default__edr_day_of_week_expression", + "macro_sql": "{% macro default__edr_day_of_week_expression(date_expr) %}\n DATE_FORMAT({{ date_expr }}, 'EEEE')\n{% endmacro %}", + "depends_on": { "macros": [] }, "description": "", "meta": {}, "docs": { "show": true, "node_color": null }, "patch_path": null, "arguments": [], - "created_at": 1693603073.728205, + "created_at": 1699027426.500308, "supported_languages": null }, - "macro.dbt.default__generate_alias_name": { - "name": "default__generate_alias_name", + "macro.elementary.bigquery__edr_day_of_week_expression": { + "name": "bigquery__edr_day_of_week_expression", "resource_type": "macro", - "package_name": "dbt", - "path": "macros/get_custom_name/get_custom_alias.sql", - "original_file_path": "macros/get_custom_name/get_custom_alias.sql", - "unique_id": "macro.dbt.default__generate_alias_name", - "macro_sql": "{% macro default__generate_alias_name(custom_alias_name=none, node=none) -%}\n\n {%- if custom_alias_name -%}\n\n {{ custom_alias_name | trim }}\n\n {%- elif node.version -%}\n\n {{ return(node.name ~ \"_v\" ~ (node.version | replace(\".\", \"_\"))) }}\n\n {%- else -%}\n\n {{ node.name }}\n\n {%- endif -%}\n\n{%- endmacro %}", + "package_name": "elementary", + "path": "macros/utils/cross_db_utils/day_of_week.sql", + "original_file_path": "macros/utils/cross_db_utils/day_of_week.sql", + "unique_id": "macro.elementary.bigquery__edr_day_of_week_expression", + "macro_sql": "{% macro bigquery__edr_day_of_week_expression(date_expr) %}\n FORMAT_DATE('%A', {{ date_expr }})\n{% endmacro %}", "depends_on": { "macros": [] }, "description": "", "meta": {}, "docs": { "show": true, "node_color": null }, "patch_path": null, "arguments": [], - "created_at": 1693603073.7286122, + "created_at": 1699027426.500402, "supported_languages": null }, - "macro.dbt.generate_schema_name": { - "name": "generate_schema_name", + "macro.elementary.postgres__edr_day_of_week_expression": { + "name": "postgres__edr_day_of_week_expression", "resource_type": "macro", - "package_name": "dbt", - "path": "macros/get_custom_name/get_custom_schema.sql", - "original_file_path": "macros/get_custom_name/get_custom_schema.sql", - "unique_id": "macro.dbt.generate_schema_name", - "macro_sql": "{% macro generate_schema_name(custom_schema_name=none, node=none) -%}\n {{ return(adapter.dispatch('generate_schema_name', 'dbt')(custom_schema_name, node)) }}\n{% endmacro %}", - "depends_on": { - "macros": ["macro.dbt.default__generate_schema_name"] - }, + "package_name": "elementary", + "path": "macros/utils/cross_db_utils/day_of_week.sql", + "original_file_path": "macros/utils/cross_db_utils/day_of_week.sql", + "unique_id": "macro.elementary.postgres__edr_day_of_week_expression", + "macro_sql": "{% macro postgres__edr_day_of_week_expression(date_expr) %}\n to_char({{ date_expr }}, 'Day')\n{% endmacro %}", + "depends_on": { "macros": [] }, "description": "", "meta": {}, "docs": { "show": true, "node_color": null }, "patch_path": null, "arguments": [], - "created_at": 1693603073.729168, + "created_at": 1699027426.5004952, "supported_languages": null }, - "macro.dbt.default__generate_schema_name": { - "name": "default__generate_schema_name", + "macro.elementary.redshift__edr_day_of_week_expression": { + "name": "redshift__edr_day_of_week_expression", "resource_type": "macro", - "package_name": "dbt", - "path": "macros/get_custom_name/get_custom_schema.sql", - "original_file_path": "macros/get_custom_name/get_custom_schema.sql", - "unique_id": "macro.dbt.default__generate_schema_name", - "macro_sql": "{% macro default__generate_schema_name(custom_schema_name, node) -%}\n\n {%- set default_schema = target.schema -%}\n {%- if custom_schema_name is none -%}\n\n {{ default_schema }}\n\n {%- else -%}\n\n {{ default_schema }}_{{ custom_schema_name | trim }}\n\n {%- endif -%}\n\n{%- endmacro %}", + "package_name": "elementary", + "path": "macros/utils/cross_db_utils/day_of_week.sql", + "original_file_path": "macros/utils/cross_db_utils/day_of_week.sql", + "unique_id": "macro.elementary.redshift__edr_day_of_week_expression", + "macro_sql": "{% macro redshift__edr_day_of_week_expression(date_expr) %}\n{# Redshift returns the days padded with whitespaces to width of 9 #}\n trim(' ' FROM to_char({{ date_expr }}, 'Day'))\n{% endmacro %}", "depends_on": { "macros": [] }, "description": "", "meta": {}, "docs": { "show": true, "node_color": null }, "patch_path": null, "arguments": [], - "created_at": 1693603073.729439, + "created_at": 1699027426.5006652, "supported_languages": null }, - "macro.dbt.generate_schema_name_for_env": { - "name": "generate_schema_name_for_env", + "macro.elementary.snowflake__edr_day_of_week_expression": { + "name": "snowflake__edr_day_of_week_expression", "resource_type": "macro", - "package_name": "dbt", - "path": "macros/get_custom_name/get_custom_schema.sql", - "original_file_path": "macros/get_custom_name/get_custom_schema.sql", - "unique_id": "macro.dbt.generate_schema_name_for_env", - "macro_sql": "{% macro generate_schema_name_for_env(custom_schema_name, node) -%}\n\n {%- set default_schema = target.schema -%}\n {%- if target.name == 'prod' and custom_schema_name is not none -%}\n\n {{ custom_schema_name | trim }}\n\n {%- else -%}\n\n {{ default_schema }}\n\n {%- endif -%}\n\n{%- endmacro %}", + "package_name": "elementary", + "path": "macros/utils/cross_db_utils/day_of_week.sql", + "original_file_path": "macros/utils/cross_db_utils/day_of_week.sql", + "unique_id": "macro.elementary.snowflake__edr_day_of_week_expression", + "macro_sql": "{% macro snowflake__edr_day_of_week_expression(date_expr) %}\n{# copied from Snowflake help docs: https://docs.snowflake.com/en/user-guide/date-time-examples #}\n DECODE (EXTRACT('dayofweek',{{ date_expr }}),\n 1 , 'Monday',\n 2 , 'Tuesday',\n 3 , 'Wednesday',\n 4 , 'Thursday',\n 5 , 'Friday',\n 6 , 'Saturday',\n 0 , 'Sunday'\n )\n{% endmacro %}", "depends_on": { "macros": [] }, "description": "", "meta": {}, "docs": { "show": true, "node_color": null }, "patch_path": null, "arguments": [], - "created_at": 1693603073.7297359, + "created_at": 1699027426.500778, "supported_languages": null }, - "macro.dbt.generate_database_name": { - "name": "generate_database_name", + "macro.elementary.edr_hour_of_day_expression": { + "name": "edr_hour_of_day_expression", "resource_type": "macro", - "package_name": "dbt", - "path": "macros/get_custom_name/get_custom_database.sql", - "original_file_path": "macros/get_custom_name/get_custom_database.sql", - "unique_id": "macro.dbt.generate_database_name", - "macro_sql": "{% macro generate_database_name(custom_database_name=none, node=none) -%}\n {% do return(adapter.dispatch('generate_database_name', 'dbt')(custom_database_name, node)) %}\n{%- endmacro %}", + "package_name": "elementary", + "path": "macros/utils/cross_db_utils/hour_of_day.sql", + "original_file_path": "macros/utils/cross_db_utils/hour_of_day.sql", + "unique_id": "macro.elementary.edr_hour_of_day_expression", + "macro_sql": "{% macro edr_hour_of_day_expression(date_expr) %}\n {{ return(adapter.dispatch('edr_hour_of_day_expression','elementary')(elementary.edr_cast_as_timestamp(date_expr))) }}\n{% endmacro %}", "depends_on": { - "macros": ["macro.dbt.default__generate_database_name"] + "macros": [ + "macro.elementary.snowflake__edr_hour_of_day_expression", + "macro.elementary.edr_cast_as_timestamp" + ] }, "description": "", "meta": {}, "docs": { "show": true, "node_color": null }, "patch_path": null, "arguments": [], - "created_at": 1693603073.7301362, - "supported_languages": null - }, - "macro.dbt.default__generate_database_name": { - "name": "default__generate_database_name", - "resource_type": "macro", - "package_name": "dbt", - "path": "macros/get_custom_name/get_custom_database.sql", - "original_file_path": "macros/get_custom_name/get_custom_database.sql", - "unique_id": "macro.dbt.default__generate_database_name", - "macro_sql": "{% macro default__generate_database_name(custom_database_name=none, node=none) -%}\n {%- set default_database = target.database -%}\n {%- if custom_database_name is none -%}\n\n {{ default_database }}\n\n {%- else -%}\n\n {{ custom_database_name }}\n\n {%- endif -%}\n\n{%- endmacro %}", - "depends_on": { "macros": [] }, - "description": "", - "meta": {}, - "docs": { "show": true, "node_color": null }, - "patch_path": null, - "arguments": [], - "created_at": 1693603073.7303832, + "created_at": 1699027426.501197, "supported_languages": null }, - "macro.dbt.default__test_relationships": { - "name": "default__test_relationships", + "macro.elementary.default__edr_hour_of_day_expression": { + "name": "default__edr_hour_of_day_expression", "resource_type": "macro", - "package_name": "dbt", - "path": "macros/generic_test_sql/relationships.sql", - "original_file_path": "macros/generic_test_sql/relationships.sql", - "unique_id": "macro.dbt.default__test_relationships", - "macro_sql": "{% macro default__test_relationships(model, column_name, to, field) %}\n\nwith child as (\n select {{ column_name }} as from_field\n from {{ model }}\n where {{ column_name }} is not null\n),\n\nparent as (\n select {{ field }} as to_field\n from {{ to }}\n)\n\nselect\n from_field\n\nfrom child\nleft join parent\n on child.from_field = parent.to_field\n\nwhere parent.to_field is null\n\n{% endmacro %}", + "package_name": "elementary", + "path": "macros/utils/cross_db_utils/hour_of_day.sql", + "original_file_path": "macros/utils/cross_db_utils/hour_of_day.sql", + "unique_id": "macro.elementary.default__edr_hour_of_day_expression", + "macro_sql": "{% macro default__edr_hour_of_day_expression(date_expr) %}\n HOUR({{ date_expr }})\n{% endmacro %}", "depends_on": { "macros": [] }, "description": "", "meta": {}, "docs": { "show": true, "node_color": null }, "patch_path": null, "arguments": [], - "created_at": 1693603073.730736, + "created_at": 1699027426.501293, "supported_languages": null }, - "macro.dbt.default__test_not_null": { - "name": "default__test_not_null", + "macro.elementary.bigquery__edr_hour_of_day_expression": { + "name": "bigquery__edr_hour_of_day_expression", "resource_type": "macro", - "package_name": "dbt", - "path": "macros/generic_test_sql/not_null.sql", - "original_file_path": "macros/generic_test_sql/not_null.sql", - "unique_id": "macro.dbt.default__test_not_null", - "macro_sql": "{% macro default__test_not_null(model, column_name) %}\n\n{% set column_list = '*' if should_store_failures() else column_name %}\n\nselect {{ column_list }}\nfrom {{ model }}\nwhere {{ column_name }} is null\n\n{% endmacro %}", - "depends_on": { "macros": ["macro.dbt.should_store_failures"] }, + "package_name": "elementary", + "path": "macros/utils/cross_db_utils/hour_of_day.sql", + "original_file_path": "macros/utils/cross_db_utils/hour_of_day.sql", + "unique_id": "macro.elementary.bigquery__edr_hour_of_day_expression", + "macro_sql": "{% macro bigquery__edr_hour_of_day_expression(date_expr) %}\n EXTRACT(hour from {{ date_expr }})\n{% endmacro %}", + "depends_on": { "macros": [] }, "description": "", "meta": {}, "docs": { "show": true, "node_color": null }, "patch_path": null, "arguments": [], - "created_at": 1693603073.731053, + "created_at": 1699027426.5013871, "supported_languages": null }, - "macro.dbt.default__test_unique": { - "name": "default__test_unique", + "macro.elementary.postgres__edr_hour_of_day_expression": { + "name": "postgres__edr_hour_of_day_expression", "resource_type": "macro", - "package_name": "dbt", - "path": "macros/generic_test_sql/unique.sql", - "original_file_path": "macros/generic_test_sql/unique.sql", - "unique_id": "macro.dbt.default__test_unique", - "macro_sql": "{% macro default__test_unique(model, column_name) %}\n\nselect\n {{ column_name }} as unique_field,\n count(*) as n_records\n\nfrom {{ model }}\nwhere {{ column_name }} is not null\ngroup by {{ column_name }}\nhaving count(*) > 1\n\n{% endmacro %}", + "package_name": "elementary", + "path": "macros/utils/cross_db_utils/hour_of_day.sql", + "original_file_path": "macros/utils/cross_db_utils/hour_of_day.sql", + "unique_id": "macro.elementary.postgres__edr_hour_of_day_expression", + "macro_sql": "{% macro postgres__edr_hour_of_day_expression(date_expr) %}\n EXTRACT(hour from {{ date_expr }})\n{% endmacro %}", "depends_on": { "macros": [] }, "description": "", "meta": {}, "docs": { "show": true, "node_color": null }, "patch_path": null, "arguments": [], - "created_at": 1693603073.731294, + "created_at": 1699027426.5014799, "supported_languages": null }, - "macro.dbt.default__test_accepted_values": { - "name": "default__test_accepted_values", + "macro.elementary.redshift__edr_hour_of_day_expression": { + "name": "redshift__edr_hour_of_day_expression", "resource_type": "macro", - "package_name": "dbt", - "path": "macros/generic_test_sql/accepted_values.sql", - "original_file_path": "macros/generic_test_sql/accepted_values.sql", - "unique_id": "macro.dbt.default__test_accepted_values", - "macro_sql": "{% macro default__test_accepted_values(model, column_name, values, quote=True) %}\n\nwith all_values as (\n\n select\n {{ column_name }} as value_field,\n count(*) as n_records\n\n from {{ model }}\n group by {{ column_name }}\n\n)\n\nselect *\nfrom all_values\nwhere value_field not in (\n {% for value in values -%}\n {% if quote -%}\n '{{ value }}'\n {%- else -%}\n {{ value }}\n {%- endif -%}\n {%- if not loop.last -%},{%- endif %}\n {%- endfor %}\n)\n\n{% endmacro %}", + "package_name": "elementary", + "path": "macros/utils/cross_db_utils/hour_of_day.sql", + "original_file_path": "macros/utils/cross_db_utils/hour_of_day.sql", + "unique_id": "macro.elementary.redshift__edr_hour_of_day_expression", + "macro_sql": "{% macro redshift__edr_hour_of_day_expression(date_expr) %}\n EXTRACT(hour from {{ date_expr }})\n{% endmacro %}", "depends_on": { "macros": [] }, "description": "", "meta": {}, "docs": { "show": true, "node_color": null }, "patch_path": null, "arguments": [], - "created_at": 1693603073.731833, + "created_at": 1699027426.501573, "supported_languages": null }, - "macro.dbt.statement": { - "name": "statement", + "macro.elementary.snowflake__edr_hour_of_day_expression": { + "name": "snowflake__edr_hour_of_day_expression", "resource_type": "macro", - "package_name": "dbt", - "path": "macros/etc/statement.sql", - "original_file_path": "macros/etc/statement.sql", - "unique_id": "macro.dbt.statement", - "macro_sql": "\n{%- macro statement(name=None, fetch_result=False, auto_begin=True, language='sql') -%}\n {%- if execute: -%}\n {%- set compiled_code = caller() -%}\n\n {%- if name == 'main' -%}\n {{ log('Writing runtime {} for node \"{}\"'.format(language, model['unique_id'])) }}\n {{ write(compiled_code) }}\n {%- endif -%}\n {%- if language == 'sql'-%}\n {%- set res, table = adapter.execute(compiled_code, auto_begin=auto_begin, fetch=fetch_result) -%}\n {%- elif language == 'python' -%}\n {%- set res = submit_python_job(model, compiled_code) -%}\n {#-- TODO: What should table be for python models? --#}\n {%- set table = None -%}\n {%- else -%}\n {% do exceptions.raise_compiler_error(\"statement macro didn't get supported language\") %}\n {%- endif -%}\n\n {%- if name is not none -%}\n {{ store_result(name, response=res, agate_table=table) }}\n {%- endif -%}\n\n {%- endif -%}\n{%- endmacro %}", + "package_name": "elementary", + "path": "macros/utils/cross_db_utils/hour_of_day.sql", + "original_file_path": "macros/utils/cross_db_utils/hour_of_day.sql", + "unique_id": "macro.elementary.snowflake__edr_hour_of_day_expression", + "macro_sql": "{% macro snowflake__edr_hour_of_day_expression(date_expr) %}\n HOUR({{ date_expr }})\n{% endmacro %}", "depends_on": { "macros": [] }, "description": "", "meta": {}, "docs": { "show": true, "node_color": null }, "patch_path": null, "arguments": [], - "created_at": 1693603073.733264, + "created_at": 1699027426.501666, "supported_languages": null }, - "macro.dbt.noop_statement": { - "name": "noop_statement", + "macro.elementary.timediff": { + "name": "timediff", "resource_type": "macro", - "package_name": "dbt", - "path": "macros/etc/statement.sql", - "original_file_path": "macros/etc/statement.sql", - "unique_id": "macro.dbt.noop_statement", - "macro_sql": "{% macro noop_statement(name=None, message=None, code=None, rows_affected=None, res=None) -%}\n {%- set sql = caller() -%}\n\n {%- if name == 'main' -%}\n {{ log('Writing runtime SQL for node \"{}\"'.format(model['unique_id'])) }}\n {{ write(sql) }}\n {%- endif -%}\n\n {%- if name is not none -%}\n {{ store_raw_result(name, message=message, code=code, rows_affected=rows_affected, agate_table=res) }}\n {%- endif -%}\n\n{%- endmacro %}", - "depends_on": { "macros": [] }, + "package_name": "elementary", + "path": "macros/utils/cross_db_utils/timediff.sql", + "original_file_path": "macros/utils/cross_db_utils/timediff.sql", + "unique_id": "macro.elementary.timediff", + "macro_sql": "{% macro timediff(timepart, first_timestamp, second_timestamp) -%}\n {{ return(adapter.dispatch('timediff', 'elementary')(timepart, first_timestamp, second_timestamp)) }}\n{%- endmacro %}", + "depends_on": { "macros": ["macro.elementary.default__timediff"] }, "description": "", "meta": {}, "docs": { "show": true, "node_color": null }, "patch_path": null, "arguments": [], - "created_at": 1693603073.733899, + "created_at": 1699027426.5020149, "supported_languages": null }, - "macro.dbt.run_query": { - "name": "run_query", + "macro.elementary.default__timediff": { + "name": "default__timediff", "resource_type": "macro", - "package_name": "dbt", - "path": "macros/etc/statement.sql", - "original_file_path": "macros/etc/statement.sql", - "unique_id": "macro.dbt.run_query", - "macro_sql": "{% macro run_query(sql) %}\n {% call statement(\"run_query_statement\", fetch_result=true, auto_begin=false) %}\n {{ sql }}\n {% endcall %}\n\n {% do return(load_result(\"run_query_statement\").table) %}\n{% endmacro %}", - "depends_on": { "macros": ["macro.dbt.statement"] }, + "package_name": "elementary", + "path": "macros/utils/cross_db_utils/timediff.sql", + "original_file_path": "macros/utils/cross_db_utils/timediff.sql", + "unique_id": "macro.elementary.default__timediff", + "macro_sql": "{% macro default__timediff(timepart, first_timestamp, second_timestamp) %}\n {{ elementary.edr_datediff(first_timestamp, second_timestamp, timepart)}}\n{% endmacro %}", + "depends_on": { "macros": ["macro.elementary.edr_datediff"] }, "description": "", "meta": {}, "docs": { "show": true, "node_color": null }, "patch_path": null, "arguments": [], - "created_at": 1693603073.734199, + "created_at": 1699027426.502182, "supported_languages": null }, - "macro.dbt.convert_datetime": { - "name": "convert_datetime", + "macro.elementary.bigquery__timediff": { + "name": "bigquery__timediff", "resource_type": "macro", - "package_name": "dbt", - "path": "macros/etc/datetime.sql", - "original_file_path": "macros/etc/datetime.sql", - "unique_id": "macro.dbt.convert_datetime", - "macro_sql": "{% macro convert_datetime(date_str, date_fmt) %}\n\n {% set error_msg -%}\n The provided partition date '{{ date_str }}' does not match the expected format '{{ date_fmt }}'\n {%- endset %}\n\n {% set res = try_or_compiler_error(error_msg, modules.datetime.datetime.strptime, date_str.strip(), date_fmt) %}\n {{ return(res) }}\n\n{% endmacro %}", + "package_name": "elementary", + "path": "macros/utils/cross_db_utils/timediff.sql", + "original_file_path": "macros/utils/cross_db_utils/timediff.sql", + "unique_id": "macro.elementary.bigquery__timediff", + "macro_sql": "{% macro bigquery__timediff(timepart, first_timestamp, second_timestamp) %}\n timestamp_diff({{ second_timestamp }}, {{ first_timestamp }}, {{ timepart }})\n{% endmacro %}", "depends_on": { "macros": [] }, "description": "", "meta": {}, "docs": { "show": true, "node_color": null }, "patch_path": null, "arguments": [], - "created_at": 1693603073.7359931, + "created_at": 1699027426.502332, "supported_languages": null }, - "macro.dbt.dates_in_range": { - "name": "dates_in_range", + "macro.elementary.get_profile_creation_query": { + "name": "get_profile_creation_query", "resource_type": "macro", - "package_name": "dbt", - "path": "macros/etc/datetime.sql", - "original_file_path": "macros/etc/datetime.sql", - "unique_id": "macro.dbt.dates_in_range", - "macro_sql": "{% macro dates_in_range(start_date_str, end_date_str=none, in_fmt=\"%Y%m%d\", out_fmt=\"%Y%m%d\") %}\n {% set end_date_str = start_date_str if end_date_str is none else end_date_str %}\n\n {% set start_date = convert_datetime(start_date_str, in_fmt) %}\n {% set end_date = convert_datetime(end_date_str, in_fmt) %}\n\n {% set day_count = (end_date - start_date).days %}\n {% if day_count < 0 %}\n {% set msg -%}\n Partition start date is after the end date ({{ start_date }}, {{ end_date }})\n {%- endset %}\n\n {{ exceptions.raise_compiler_error(msg, model) }}\n {% endif %}\n\n {% set date_list = [] %}\n {% for i in range(0, day_count + 1) %}\n {% set the_date = (modules.datetime.timedelta(days=i) + start_date) %}\n {% if not out_fmt %}\n {% set _ = date_list.append(the_date) %}\n {% else %}\n {% set _ = date_list.append(the_date.strftime(out_fmt)) %}\n {% endif %}\n {% endfor %}\n\n {{ return(date_list) }}\n{% endmacro %}", - "depends_on": { "macros": ["macro.dbt.convert_datetime"] }, + "package_name": "elementary", + "path": "macros/utils/cross_db_utils/get_profile_creation_query.sql", + "original_file_path": "macros/utils/cross_db_utils/get_profile_creation_query.sql", + "unique_id": "macro.elementary.get_profile_creation_query", + "macro_sql": "{% macro get_profile_creation_query(parameters) %}\n {% do return(adapter.dispatch(\"get_profile_creation_query\", \"elementary\")(parameters)) %}\n{% endmacro %}", + "depends_on": { + "macros": [ + "macro.elementary.snowflake__get_profile_creation_query" + ] + }, "description": "", "meta": {}, "docs": { "show": true, "node_color": null }, "patch_path": null, "arguments": [], - "created_at": 1693603073.737174, + "created_at": 1699027426.503763, "supported_languages": null }, - "macro.dbt.partition_range": { - "name": "partition_range", + "macro.elementary.snowflake__get_profile_creation_query": { + "name": "snowflake__get_profile_creation_query", "resource_type": "macro", - "package_name": "dbt", - "path": "macros/etc/datetime.sql", - "original_file_path": "macros/etc/datetime.sql", - "unique_id": "macro.dbt.partition_range", - "macro_sql": "{% macro partition_range(raw_partition_date, date_fmt='%Y%m%d') %}\n {% set partition_range = (raw_partition_date | string).split(\",\") %}\n\n {% if (partition_range | length) == 1 %}\n {% set start_date = partition_range[0] %}\n {% set end_date = none %}\n {% elif (partition_range | length) == 2 %}\n {% set start_date = partition_range[0] %}\n {% set end_date = partition_range[1] %}\n {% else %}\n {{ exceptions.raise_compiler_error(\"Invalid partition time. Expected format: {Start Date}[,{End Date}]. Got: \" ~ raw_partition_date) }}\n {% endif %}\n\n {{ return(dates_in_range(start_date, end_date, in_fmt=date_fmt)) }}\n{% endmacro %}", - "depends_on": { "macros": ["macro.dbt.dates_in_range"] }, + "package_name": "elementary", + "path": "macros/utils/cross_db_utils/get_profile_creation_query.sql", + "original_file_path": "macros/utils/cross_db_utils/get_profile_creation_query.sql", + "unique_id": "macro.elementary.snowflake__get_profile_creation_query", + "macro_sql": "{% macro snowflake__get_profile_creation_query(parameters) %}\nCREATE OR REPLACE USER {{ parameters[\"user\"] }} PASSWORD = '{{ parameters[\"password\"] }}';\nCREATE OR REPLACE ROLE {{ parameters[\"role\"] }};\nGRANT ROLE {{ parameters[\"role\"] }} TO USER {{ parameters[\"user\"] }};\nGRANT USAGE ON WAREHOUSE {{ parameters[\"warehouse\"] }} TO ROLE {{ parameters[\"role\"] }};\nGRANT USAGE ON DATABASE {{ parameters[\"database\"] }} TO ROLE {{ parameters[\"role\"] }};\nGRANT USAGE ON SCHEMA {{ parameters[\"database\"] }}.{{ parameters[\"schema\"] }} TO ROLE {{ parameters[\"role\"] }};\nGRANT SELECT ON ALL TABLES IN SCHEMA {{ parameters[\"database\"] }}.{{ parameters[\"schema\"] }} TO ROLE {{ parameters[\"role\"] }};\nGRANT SELECT ON FUTURE TABLES IN SCHEMA {{ parameters[\"database\"] }}.{{ parameters[\"schema\"] }} TO ROLE {{ parameters[\"role\"] }};\nGRANT SELECT ON ALL VIEWS IN SCHEMA {{ parameters[\"database\"] }}.{{ parameters[\"schema\"] }} TO ROLE {{ parameters[\"role\"] }};\nGRANT SELECT ON FUTURE VIEWS IN SCHEMA {{ parameters[\"database\"] }}.{{ parameters[\"schema\"] }} TO ROLE {{ parameters[\"role\"] }};\n{% endmacro %}", + "depends_on": { "macros": [] }, "description": "", "meta": {}, "docs": { "show": true, "node_color": null }, "patch_path": null, "arguments": [], - "created_at": 1693603073.7378838, + "created_at": 1699027426.5048351, "supported_languages": null }, - "macro.dbt.py_current_timestring": { - "name": "py_current_timestring", + "macro.elementary.postgres__get_profile_creation_query": { + "name": "postgres__get_profile_creation_query", "resource_type": "macro", - "package_name": "dbt", - "path": "macros/etc/datetime.sql", - "original_file_path": "macros/etc/datetime.sql", - "unique_id": "macro.dbt.py_current_timestring", - "macro_sql": "{% macro py_current_timestring() %}\n {% set dt = modules.datetime.datetime.now() %}\n {% do return(dt.strftime(\"%Y%m%d%H%M%S%f\")) %}\n{% endmacro %}", + "package_name": "elementary", + "path": "macros/utils/cross_db_utils/get_profile_creation_query.sql", + "original_file_path": "macros/utils/cross_db_utils/get_profile_creation_query.sql", + "unique_id": "macro.elementary.postgres__get_profile_creation_query", + "macro_sql": "{% macro postgres__get_profile_creation_query(parameters) %}\nCREATE USER {{ parameters[\"user\"] }} WITH PASSWORD '{{ parameters[\"password\"] }}';\nGRANT USAGE ON SCHEMA {{ parameters[\"schema\"] }} TO {{ parameters[\"user\"] }};\nGRANT SELECT ON ALL TABLES IN SCHEMA {{ parameters[\"schema\"] }} TO {{ parameters[\"user\"] }};\nALTER DEFAULT PRIVILEGES IN SCHEMA {{ parameters[\"schema\"] }} GRANT SELECT ON TABLES TO {{ parameters[\"user\"] }};\n{% endmacro %}", "depends_on": { "macros": [] }, "description": "", "meta": {}, "docs": { "show": true, "node_color": null }, "patch_path": null, "arguments": [], - "created_at": 1693603073.7381382, + "created_at": 1699027426.5052202, "supported_languages": null }, - "macro.dbt.except": { - "name": "except", + "macro.elementary.default__get_profile_creation_query": { + "name": "default__get_profile_creation_query", "resource_type": "macro", - "package_name": "dbt", - "path": "macros/utils/except.sql", - "original_file_path": "macros/utils/except.sql", - "unique_id": "macro.dbt.except", - "macro_sql": "{% macro except() %}\n {{ return(adapter.dispatch('except', 'dbt')()) }}\n{% endmacro %}", - "depends_on": { "macros": ["macro.dbt.default__except"] }, + "package_name": "elementary", + "path": "macros/utils/cross_db_utils/get_profile_creation_query.sql", + "original_file_path": "macros/utils/cross_db_utils/get_profile_creation_query.sql", + "unique_id": "macro.elementary.default__get_profile_creation_query", + "macro_sql": "{% macro default__get_profile_creation_query(parameters) %}\n {% do exceptions.raise_compiler_error('User creation not supported through sql using ' ~ target.type) %}\n{% endmacro %}", + "depends_on": { "macros": [] }, "description": "", "meta": {}, "docs": { "show": true, "node_color": null }, "patch_path": null, "arguments": [], - "created_at": 1693603073.738362, + "created_at": 1699027426.505376, "supported_languages": null }, - "macro.dbt.default__except": { - "name": "default__except", + "macro.elementary.edr_date_trunc": { + "name": "edr_date_trunc", "resource_type": "macro", - "package_name": "dbt", - "path": "macros/utils/except.sql", - "original_file_path": "macros/utils/except.sql", - "unique_id": "macro.dbt.default__except", - "macro_sql": "{% macro default__except() %}\n\n except\n\n{% endmacro %}", - "depends_on": { "macros": [] }, + "package_name": "elementary", + "path": "macros/utils/cross_db_utils/date_trunc.sql", + "original_file_path": "macros/utils/cross_db_utils/date_trunc.sql", + "unique_id": "macro.elementary.edr_date_trunc", + "macro_sql": "{% macro edr_date_trunc(date_part, date_expression) -%}\n {{ return(adapter.dispatch('edr_date_trunc', 'elementary') (date_part, date_expression)) }}\n{%- endmacro %}", + "depends_on": { + "macros": ["macro.elementary.default__edr_date_trunc"] + }, "description": "", "meta": {}, "docs": { "show": true, "node_color": null }, "patch_path": null, "arguments": [], - "created_at": 1693603073.738435, + "created_at": 1699027426.505732, "supported_languages": null }, - "macro.dbt.replace": { - "name": "replace", + "macro.elementary.default__edr_date_trunc": { + "name": "default__edr_date_trunc", "resource_type": "macro", - "package_name": "dbt", - "path": "macros/utils/replace.sql", - "original_file_path": "macros/utils/replace.sql", - "unique_id": "macro.dbt.replace", - "macro_sql": "{% macro replace(field, old_chars, new_chars) -%}\n {{ return(adapter.dispatch('replace', 'dbt') (field, old_chars, new_chars)) }}\n{% endmacro %}", - "depends_on": { "macros": ["macro.dbt.default__replace"] }, + "package_name": "elementary", + "path": "macros/utils/cross_db_utils/date_trunc.sql", + "original_file_path": "macros/utils/cross_db_utils/date_trunc.sql", + "unique_id": "macro.elementary.default__edr_date_trunc", + "macro_sql": "{% macro default__edr_date_trunc(datepart, date_expression) %}\n {% set macro = dbt.date_trunc or dbt_utils.date_trunc %}\n {% if not macro %}\n {{ exceptions.raise_compiler_error(\"Did not find a `date_trunc` macro.\") }}\n {% endif %}\n {{ return(macro(datepart, date_expression)) }}\n{% endmacro %}", + "depends_on": { "macros": [] }, "description": "", "meta": {}, "docs": { "show": true, "node_color": null }, "patch_path": null, "arguments": [], - "created_at": 1693603073.738743, + "created_at": 1699027426.5060601, "supported_languages": null }, - "macro.dbt.default__replace": { - "name": "default__replace", + "macro.elementary.bigquery__edr_date_trunc": { + "name": "bigquery__edr_date_trunc", "resource_type": "macro", - "package_name": "dbt", - "path": "macros/utils/replace.sql", - "original_file_path": "macros/utils/replace.sql", - "unique_id": "macro.dbt.default__replace", - "macro_sql": "{% macro default__replace(field, old_chars, new_chars) %}\n\n replace(\n {{ field }},\n {{ old_chars }},\n {{ new_chars }}\n )\n\n\n{% endmacro %}", + "package_name": "elementary", + "path": "macros/utils/cross_db_utils/date_trunc.sql", + "original_file_path": "macros/utils/cross_db_utils/date_trunc.sql", + "unique_id": "macro.elementary.bigquery__edr_date_trunc", + "macro_sql": "{% macro bigquery__edr_date_trunc(date_part, date_expression) %}\n timestamp_trunc(cast({{ date_expression }} as timestamp), {{ date_part }})\n{% endmacro %}", "depends_on": { "macros": [] }, "description": "", "meta": {}, "docs": { "show": true, "node_color": null }, "patch_path": null, "arguments": [], - "created_at": 1693603073.738899, + "created_at": 1699027426.506197, "supported_languages": null }, - "macro.dbt.concat": { - "name": "concat", + "macro.elementary.edr_timeadd": { + "name": "edr_timeadd", "resource_type": "macro", - "package_name": "dbt", - "path": "macros/utils/concat.sql", - "original_file_path": "macros/utils/concat.sql", - "unique_id": "macro.dbt.concat", - "macro_sql": "{% macro concat(fields) -%}\n {{ return(adapter.dispatch('concat', 'dbt')(fields)) }}\n{%- endmacro %}", - "depends_on": { "macros": ["macro.dbt.default__concat"] }, + "package_name": "elementary", + "path": "macros/utils/cross_db_utils/timeadd.sql", + "original_file_path": "macros/utils/cross_db_utils/timeadd.sql", + "unique_id": "macro.elementary.edr_timeadd", + "macro_sql": "{% macro edr_timeadd(date_part, number, timestamp_expression) -%}\n {{ return(adapter.dispatch('edr_timeadd', 'elementary')(date_part, number, timestamp_expression)) }}\n{%- endmacro %}", + "depends_on": { + "macros": ["macro.elementary.default__edr_timeadd"] + }, "description": "", "meta": {}, "docs": { "show": true, "node_color": null }, "patch_path": null, "arguments": [], - "created_at": 1693603073.739128, + "created_at": 1699027426.5070279, "supported_languages": null }, - "macro.dbt.default__concat": { - "name": "default__concat", + "macro.elementary.default__edr_timeadd": { + "name": "default__edr_timeadd", "resource_type": "macro", - "package_name": "dbt", - "path": "macros/utils/concat.sql", - "original_file_path": "macros/utils/concat.sql", - "unique_id": "macro.dbt.default__concat", - "macro_sql": "{% macro default__concat(fields) -%}\n {{ fields|join(' || ') }}\n{%- endmacro %}", - "depends_on": { "macros": [] }, + "package_name": "elementary", + "path": "macros/utils/cross_db_utils/timeadd.sql", + "original_file_path": "macros/utils/cross_db_utils/timeadd.sql", + "unique_id": "macro.elementary.default__edr_timeadd", + "macro_sql": "{% macro default__edr_timeadd(date_part, number, timestamp_expression) %}\n dateadd({{ date_part }}, {{ elementary.edr_cast_as_int(number) }}, {{ elementary.edr_cast_as_timestamp(timestamp_expression) }})\n{% endmacro %}", + "depends_on": { + "macros": [ + "macro.elementary.edr_cast_as_int", + "macro.elementary.edr_cast_as_timestamp" + ] + }, "description": "", "meta": {}, "docs": { "show": true, "node_color": null }, "patch_path": null, "arguments": [], - "created_at": 1693603073.739244, + "created_at": 1699027426.507244, "supported_languages": null }, - "macro.dbt.length": { - "name": "length", + "macro.elementary.bigquery__edr_timeadd": { + "name": "bigquery__edr_timeadd", "resource_type": "macro", - "package_name": "dbt", - "path": "macros/utils/length.sql", - "original_file_path": "macros/utils/length.sql", - "unique_id": "macro.dbt.length", - "macro_sql": "{% macro length(expression) -%}\n {{ return(adapter.dispatch('length', 'dbt') (expression)) }}\n{% endmacro %}", - "depends_on": { "macros": ["macro.dbt.default__length"] }, + "package_name": "elementary", + "path": "macros/utils/cross_db_utils/timeadd.sql", + "original_file_path": "macros/utils/cross_db_utils/timeadd.sql", + "unique_id": "macro.elementary.bigquery__edr_timeadd", + "macro_sql": "{% macro bigquery__edr_timeadd(date_part, number, timestamp_expression) %}\n {%- if date_part | lower in ['second', 'minute', 'hour', 'day'] %}\n timestamp_add({{ elementary.edr_cast_as_timestamp(timestamp_expression) }}, INTERVAL {{ elementary.edr_cast_as_int(number) }} {{ date_part }})\n {%- elif date_part | lower in ['week', 'month', 'quarter', 'year'] %}\n date_add({{ elementary.edr_cast_as_date(timestamp_expression) }}, INTERVAL {{ elementary.edr_cast_as_int(number) }} {{ date_part }})\n {%- else %}\n {{ exceptions.raise_compiler_error(\"Unsupported date_part in edr_timeadd: \".format(date_part)) }}\n {%- endif %}\n{% endmacro %}", + "depends_on": { + "macros": [ + "macro.elementary.edr_cast_as_timestamp", + "macro.elementary.edr_cast_as_int", + "macro.elementary.edr_cast_as_date" + ] + }, "description": "", "meta": {}, "docs": { "show": true, "node_color": null }, "patch_path": null, "arguments": [], - "created_at": 1693603073.73948, + "created_at": 1699027426.507979, "supported_languages": null }, - "macro.dbt.default__length": { - "name": "default__length", + "macro.elementary.postgres__edr_timeadd": { + "name": "postgres__edr_timeadd", "resource_type": "macro", - "package_name": "dbt", - "path": "macros/utils/length.sql", - "original_file_path": "macros/utils/length.sql", - "unique_id": "macro.dbt.default__length", - "macro_sql": "{% macro default__length(expression) %}\n\n length(\n {{ expression }}\n )\n\n{%- endmacro -%}", - "depends_on": { "macros": [] }, + "package_name": "elementary", + "path": "macros/utils/cross_db_utils/timeadd.sql", + "original_file_path": "macros/utils/cross_db_utils/timeadd.sql", + "unique_id": "macro.elementary.postgres__edr_timeadd", + "macro_sql": "{% macro postgres__edr_timeadd(date_part, number, timestamp_expression) %}\n {{ elementary.edr_cast_as_timestamp(timestamp_expression) }} + {{ elementary.edr_cast_as_int(number) }} * INTERVAL '1 {{ date_part }}'\n{% endmacro %}", + "depends_on": { + "macros": [ + "macro.elementary.edr_cast_as_timestamp", + "macro.elementary.edr_cast_as_int" + ] + }, "description": "", "meta": {}, "docs": { "show": true, "node_color": null }, "patch_path": null, "arguments": [], - "created_at": 1693603073.73958, + "created_at": 1699027426.508193, "supported_languages": null }, - "macro.dbt.dateadd": { - "name": "dateadd", + "macro.elementary.redshift__edr_timeadd": { + "name": "redshift__edr_timeadd", "resource_type": "macro", - "package_name": "dbt", - "path": "macros/utils/dateadd.sql", - "original_file_path": "macros/utils/dateadd.sql", - "unique_id": "macro.dbt.dateadd", - "macro_sql": "{% macro dateadd(datepart, interval, from_date_or_timestamp) %}\n {{ return(adapter.dispatch('dateadd', 'dbt')(datepart, interval, from_date_or_timestamp)) }}\n{% endmacro %}", - "depends_on": { "macros": ["macro.dbt.default__dateadd"] }, + "package_name": "elementary", + "path": "macros/utils/cross_db_utils/timeadd.sql", + "original_file_path": "macros/utils/cross_db_utils/timeadd.sql", + "unique_id": "macro.elementary.redshift__edr_timeadd", + "macro_sql": "{% macro redshift__edr_timeadd(date_part, number, timestamp_expression) %}\n dateadd({{ date_part }}, {{ elementary.edr_cast_as_int(number) }}, {{ elementary.edr_cast_as_timestamp(timestamp_expression) }})\n{% endmacro %}", + "depends_on": { + "macros": [ + "macro.elementary.edr_cast_as_int", + "macro.elementary.edr_cast_as_timestamp" + ] + }, "description": "", "meta": {}, "docs": { "show": true, "node_color": null }, "patch_path": null, "arguments": [], - "created_at": 1693603073.739896, + "created_at": 1699027426.508401, "supported_languages": null }, - "macro.dbt.default__dateadd": { - "name": "default__dateadd", + "macro.elementary.get_normalized_data_type": { + "name": "get_normalized_data_type", "resource_type": "macro", - "package_name": "dbt", - "path": "macros/utils/dateadd.sql", - "original_file_path": "macros/utils/dateadd.sql", - "unique_id": "macro.dbt.default__dateadd", - "macro_sql": "{% macro default__dateadd(datepart, interval, from_date_or_timestamp) %}\n\n dateadd(\n {{ datepart }},\n {{ interval }},\n {{ from_date_or_timestamp }}\n )\n\n{% endmacro %}", - "depends_on": { "macros": [] }, + "package_name": "elementary", + "path": "macros/utils/data_types/get_normalized_data_type.sql", + "original_file_path": "macros/utils/data_types/get_normalized_data_type.sql", + "unique_id": "macro.elementary.get_normalized_data_type", + "macro_sql": "{% macro get_normalized_data_type(exact_data_type) %}\n {% if exact_data_type is none %}\n {{ return (exact_data_type) }}\n {% endif %}\n {% set exact_data_type_uppercase = exact_data_type | upper %}\n {% set result = adapter.dispatch('get_normalized_data_type','elementary')(exact_data_type_uppercase) %}\n {{ return(result) }}\n{% endmacro %}", + "depends_on": { + "macros": [ + "macro.elementary.snowflake__get_normalized_data_type" + ] + }, "description": "", "meta": {}, "docs": { "show": true, "node_color": null }, "patch_path": null, "arguments": [], - "created_at": 1693603073.740057, + "created_at": 1699027426.510338, "supported_languages": null }, - "macro.dbt.intersect": { - "name": "intersect", + "macro.elementary.default__get_normalized_data_type": { + "name": "default__get_normalized_data_type", "resource_type": "macro", - "package_name": "dbt", - "path": "macros/utils/intersect.sql", - "original_file_path": "macros/utils/intersect.sql", - "unique_id": "macro.dbt.intersect", - "macro_sql": "{% macro intersect() %}\n {{ return(adapter.dispatch('intersect', 'dbt')()) }}\n{% endmacro %}", - "depends_on": { "macros": ["macro.dbt.default__intersect"] }, + "package_name": "elementary", + "path": "macros/utils/data_types/get_normalized_data_type.sql", + "original_file_path": "macros/utils/data_types/get_normalized_data_type.sql", + "unique_id": "macro.elementary.default__get_normalized_data_type", + "macro_sql": "{% macro default__get_normalized_data_type(exact_data_type) %}\n {{return (exact_data_type) }}\n{% endmacro %}", + "depends_on": { "macros": [] }, "description": "", "meta": {}, "docs": { "show": true, "node_color": null }, "patch_path": null, "arguments": [], - "created_at": 1693603073.740282, + "created_at": 1699027426.510456, "supported_languages": null }, - "macro.dbt.default__intersect": { - "name": "default__intersect", + "macro.elementary.bigquery__get_normalized_data_type": { + "name": "bigquery__get_normalized_data_type", "resource_type": "macro", - "package_name": "dbt", - "path": "macros/utils/intersect.sql", - "original_file_path": "macros/utils/intersect.sql", - "unique_id": "macro.dbt.default__intersect", - "macro_sql": "{% macro default__intersect() %}\n\n intersect\n\n{% endmacro %}", + "package_name": "elementary", + "path": "macros/utils/data_types/get_normalized_data_type.sql", + "original_file_path": "macros/utils/data_types/get_normalized_data_type.sql", + "unique_id": "macro.elementary.bigquery__get_normalized_data_type", + "macro_sql": "{% macro bigquery__get_normalized_data_type(exact_data_type) %}\n{# BigQuery has no concept of data type synonyms,\n see https://cloud.google.com/bigquery/docs/reference/standard-sql/data-types #}\n {{return (exact_data_type) }}\n{% endmacro %}", "depends_on": { "macros": [] }, "description": "", "meta": {}, "docs": { "show": true, "node_color": null }, "patch_path": null, "arguments": [], - "created_at": 1693603073.740361, + "created_at": 1699027426.510577, "supported_languages": null }, - "macro.dbt.escape_single_quotes": { - "name": "escape_single_quotes", + "macro.elementary.snowflake__get_normalized_data_type": { + "name": "snowflake__get_normalized_data_type", "resource_type": "macro", - "package_name": "dbt", - "path": "macros/utils/escape_single_quotes.sql", - "original_file_path": "macros/utils/escape_single_quotes.sql", - "unique_id": "macro.dbt.escape_single_quotes", - "macro_sql": "{% macro escape_single_quotes(expression) %}\n {{ return(adapter.dispatch('escape_single_quotes', 'dbt') (expression)) }}\n{% endmacro %}", - "depends_on": { - "macros": [ - "macro.dbt_snowflake.snowflake__escape_single_quotes" - ] - }, + "package_name": "elementary", + "path": "macros/utils/data_types/get_normalized_data_type.sql", + "original_file_path": "macros/utils/data_types/get_normalized_data_type.sql", + "unique_id": "macro.elementary.snowflake__get_normalized_data_type", + "macro_sql": "{% macro snowflake__get_normalized_data_type(exact_data_type) %}\n{# understanding Snowflake data type synonyms:\n https://docs.snowflake.com/en/sql-reference/intro-summary-data-types.html #}\n {% set exact_data_type_to_data_type_returned_by_the_info_schema = {'VARCHAR': 'TEXT',\n 'STRING': 'TEXT',\n 'NVARCHAR': 'TEXT',\n 'NUMERIC': 'NUMBER',\n 'DECIMAL': 'NUMBER',\n 'INT':'NUMBER',\n 'INTEGER':'NUMBER',\n 'SMALLINT':'NUMBER',\n 'BIGINT':'NUMBER',\n 'TINYINT':'NUMBER',\n 'BYTEINT':'NUMBER',\n 'REAL': 'FLOAT',\n 'DOUBLE':'FLOAT',\n 'DOUBLE PRECISION': 'FLOAT'\n }%}\n {%- if exact_data_type in exact_data_type_to_data_type_returned_by_the_info_schema%}\n {{ return (exact_data_type_to_data_type_returned_by_the_info_schema[exact_data_type])}}\n {%- else %}\n {{return (exact_data_type) }}\n {%- endif%}\n{% endmacro %}", + "depends_on": { "macros": [] }, "description": "", "meta": {}, "docs": { "show": true, "node_color": null }, "patch_path": null, "arguments": [], - "created_at": 1693603073.740631, + "created_at": 1699027426.5112262, "supported_languages": null }, - "macro.dbt.default__escape_single_quotes": { - "name": "default__escape_single_quotes", + "macro.elementary.spark__get_normalized_data_type": { + "name": "spark__get_normalized_data_type", "resource_type": "macro", - "package_name": "dbt", - "path": "macros/utils/escape_single_quotes.sql", - "original_file_path": "macros/utils/escape_single_quotes.sql", - "unique_id": "macro.dbt.default__escape_single_quotes", - "macro_sql": "{% macro default__escape_single_quotes(expression) -%}\n{{ expression | replace(\"'\",\"''\") }}\n{%- endmacro %}", + "package_name": "elementary", + "path": "macros/utils/data_types/get_normalized_data_type.sql", + "original_file_path": "macros/utils/data_types/get_normalized_data_type.sql", + "unique_id": "macro.elementary.spark__get_normalized_data_type", + "macro_sql": "{% macro spark__get_normalized_data_type(exact_data_type) %}\n{# spark also has no concept of data type synonyms :\n see https://spark.apache.org/docs/latest/sql-ref-datatypes.html #}\n {{return (exact_data_type) }}\n{% endmacro %}", "depends_on": { "macros": [] }, "description": "", "meta": {}, "docs": { "show": true, "node_color": null }, "patch_path": null, "arguments": [], - "created_at": 1693603073.740763, + "created_at": 1699027426.511362, "supported_languages": null }, - "macro.dbt.right": { - "name": "right", + "macro.elementary.redshift__get_normalized_data_type": { + "name": "redshift__get_normalized_data_type", "resource_type": "macro", - "package_name": "dbt", - "path": "macros/utils/right.sql", - "original_file_path": "macros/utils/right.sql", - "unique_id": "macro.dbt.right", - "macro_sql": "{% macro right(string_text, length_expression) -%}\n {{ return(adapter.dispatch('right', 'dbt') (string_text, length_expression)) }}\n{% endmacro %}", - "depends_on": { - "macros": ["macro.dbt_snowflake.snowflake__right"] - }, + "package_name": "elementary", + "path": "macros/utils/data_types/get_normalized_data_type.sql", + "original_file_path": "macros/utils/data_types/get_normalized_data_type.sql", + "unique_id": "macro.elementary.redshift__get_normalized_data_type", + "macro_sql": "{% macro redshift__get_normalized_data_type(exact_data_type) %}\n{# understanding Redshift data type synonyms:\n https://docs.aws.amazon.com/redshift/latest/dg/c_Supported_data_types.html #}\n {% set exact_data_type_to_data_type_returned_by_the_info_schema = {'INT2':\t'SMALLINT',\n 'INT':\t'INTEGER',\n 'INT4':\t'INTEGER',\n 'INT8':\t'BIGINT',\n 'NUMERIC':\t'DECIMAL',\n 'FLOAT4':\t'REAL',\n 'FLOAT8':\t'DOUBLE PRECISION',\n 'FLOAT':\t'DOUBLE PRECISION',\n 'BOOL':\t'BOOLEAN',\n 'CHARACTER':\t'CHAR',\n 'NCHAR':\t'CHAR',\n 'BPCHAR':\t'CHAR',\n 'VARCHAR': 'CHARACTER VARYING',\n 'NVARCHAR':\t'CHARACTER VARYING',\n 'TEXT':\t'CHARACTER VARYING',\n 'TIMESTAMP': 'TIMESTAMP WITHOUT TIME ZONE',\n 'TIMESTAMPTZ': 'TIMESTAMP WITH TIME ZONE',\n 'TIME': 'TIME WITHOUT TIME ZONE',\n 'TIME WITH TIME ZONE':\t'TIMETZ',\n 'VARBINARY': 'BINARY VARYING',\n 'VARBYTE': 'BINARY VARYING'} %}\n {%- if exact_data_type in exact_data_type_to_data_type_returned_by_the_info_schema%}\n {{ return (exact_data_type_to_data_type_returned_by_the_info_schema[exact_data_type])}}\n {%- else %}\n {{return (exact_data_type) }}\n {%- endif%}\n{% endmacro %}", + "depends_on": { "macros": [] }, "description": "", "meta": {}, "docs": { "show": true, "node_color": null }, "patch_path": null, "arguments": [], - "created_at": 1693603073.741048, + "created_at": 1699027426.512253, "supported_languages": null }, - "macro.dbt.default__right": { - "name": "default__right", + "macro.elementary.postgres__get_normalized_data_type": { + "name": "postgres__get_normalized_data_type", "resource_type": "macro", - "package_name": "dbt", - "path": "macros/utils/right.sql", - "original_file_path": "macros/utils/right.sql", - "unique_id": "macro.dbt.default__right", - "macro_sql": "{% macro default__right(string_text, length_expression) %}\n\n right(\n {{ string_text }},\n {{ length_expression }}\n )\n\n{%- endmacro -%}", + "package_name": "elementary", + "path": "macros/utils/data_types/get_normalized_data_type.sql", + "original_file_path": "macros/utils/data_types/get_normalized_data_type.sql", + "unique_id": "macro.elementary.postgres__get_normalized_data_type", + "macro_sql": "{% macro postgres__get_normalized_data_type(exact_data_type) %}\n{# understanding Postgres data type synonyms:\n https://www.postgresql.org/docs/current/datatype.html #}\n {% set exact_data_type_to_data_type_returned_by_the_info_schema = {'BIGINT': 'INT8',\n 'BIGSERIAL': 'SERIAL8',\n 'BIT VARYING': 'VARBIT',\n 'BOOLEAN': 'BOOL',\n 'CHARACTER': 'CHAR',\n 'CHARACTER VARYING': 'VARCHAR',\n 'DOUBLE PRECISION': 'FLOAT8',\n 'INTEGER': 'INT, INT4',\n 'NUMERIC': 'DECIMAL',\n 'REAL': 'FLOAT4',\n 'SMALLINT': 'INT2',\n 'SMALLSERIAL': 'SERIAL2',\n 'SERIAL': 'SERIAL4',\n 'TIME WITH TIME ZONE': 'TIMETZ',\n 'TIMESTAMP WITH TIME ZONE': 'TIMESTAMPTZ'} %}\n {%- if exact_data_type in exact_data_type_to_data_type_returned_by_the_info_schema%}\n {{ return (exact_data_type_to_data_type_returned_by_the_info_schema[exact_data_type])}}\n {%- else %}\n {{return (exact_data_type) }}\n {%- endif%}\n{% endmacro %}", "depends_on": { "macros": [] }, "description": "", "meta": {}, "docs": { "show": true, "node_color": null }, "patch_path": null, "arguments": [], - "created_at": 1693603073.741245, + "created_at": 1699027426.512972, "supported_languages": null }, - "macro.dbt.listagg": { - "name": "listagg", + "macro.elementary.to_primitive": { + "name": "to_primitive", "resource_type": "macro", - "package_name": "dbt", - "path": "macros/utils/listagg.sql", - "original_file_path": "macros/utils/listagg.sql", - "unique_id": "macro.dbt.listagg", - "macro_sql": "{% macro listagg(measure, delimiter_text=\"','\", order_by_clause=none, limit_num=none) -%}\n {{ return(adapter.dispatch('listagg', 'dbt') (measure, delimiter_text, order_by_clause, limit_num)) }}\n{%- endmacro %}", - "depends_on": { "macros": ["macro.dbt.default__listagg"] }, + "package_name": "elementary", + "path": "macros/utils/data_types/to_primitive.sql", + "original_file_path": "macros/utils/data_types/to_primitive.sql", + "unique_id": "macro.elementary.to_primitive", + "macro_sql": "{% macro to_primitive(val) %}\n {% if elementary.is_primitive(val) %}\n {% do return(val) %}\n\n {% elif val is mapping %}\n {% set new_dict = {} %}\n {% for k, v in val.items() %}\n {% do new_dict.update({k: elementary.to_primitive(v)}) %}\n {% endfor %}\n {% do return(new_dict) %}\n\n {% elif val is iterable %}\n {% set new_list = [] %}\n {% for item in val %}\n {% do new_list.append(elementary.to_primitive(item)) %}\n {% endfor %}\n {% do return(new_list) %}\n\n {% else %}\n {% do return(val | string) %}\n {% endif %}\n{% endmacro %}", + "depends_on": { + "macros": [ + "macro.elementary.is_primitive", + "macro.elementary.to_primitive" + ] + }, "description": "", "meta": {}, "docs": { "show": true, "node_color": null }, "patch_path": null, "arguments": [], - "created_at": 1693603073.741864, + "created_at": 1699027426.51408, "supported_languages": null }, - "macro.dbt.default__listagg": { - "name": "default__listagg", + "macro.elementary.try_cast_column_to_timestamp": { + "name": "try_cast_column_to_timestamp", "resource_type": "macro", - "package_name": "dbt", - "path": "macros/utils/listagg.sql", - "original_file_path": "macros/utils/listagg.sql", - "unique_id": "macro.dbt.default__listagg", - "macro_sql": "{% macro default__listagg(measure, delimiter_text, order_by_clause, limit_num) -%}\n\n {% if limit_num -%}\n array_to_string(\n array_slice(\n array_agg(\n {{ measure }}\n ){% if order_by_clause -%}\n within group ({{ order_by_clause }})\n {%- endif %}\n ,0\n ,{{ limit_num }}\n ),\n {{ delimiter_text }}\n )\n {%- else %}\n listagg(\n {{ measure }},\n {{ delimiter_text }}\n )\n {% if order_by_clause -%}\n within group ({{ order_by_clause }})\n {%- endif %}\n {%- endif %}\n\n{%- endmacro %}", - "depends_on": { "macros": [] }, + "package_name": "elementary", + "path": "macros/utils/data_types/try_cast_column_to_timestamp.sql", + "original_file_path": "macros/utils/data_types/try_cast_column_to_timestamp.sql", + "unique_id": "macro.elementary.try_cast_column_to_timestamp", + "macro_sql": "{% macro try_cast_column_to_timestamp(table_relation, timestamp_column) %}\n {{ return(adapter.dispatch('try_cast_column_to_timestamp', 'elementary')(table_relation, timestamp_column)) }}\n{%- endmacro %}", + "depends_on": { + "macros": [ + "macro.elementary.default__try_cast_column_to_timestamp" + ] + }, "description": "", "meta": {}, "docs": { "show": true, "node_color": null }, "patch_path": null, "arguments": [], - "created_at": 1693603073.74225, + "created_at": 1699027426.51455, "supported_languages": null }, - "macro.dbt.datediff": { - "name": "datediff", + "macro.elementary.default__try_cast_column_to_timestamp": { + "name": "default__try_cast_column_to_timestamp", "resource_type": "macro", - "package_name": "dbt", - "path": "macros/utils/datediff.sql", - "original_file_path": "macros/utils/datediff.sql", - "unique_id": "macro.dbt.datediff", - "macro_sql": "{% macro datediff(first_date, second_date, datepart) %}\n {{ return(adapter.dispatch('datediff', 'dbt')(first_date, second_date, datepart)) }}\n{% endmacro %}", - "depends_on": { "macros": ["macro.dbt.default__datediff"] }, + "package_name": "elementary", + "path": "macros/utils/data_types/try_cast_column_to_timestamp.sql", + "original_file_path": "macros/utils/data_types/try_cast_column_to_timestamp.sql", + "unique_id": "macro.elementary.default__try_cast_column_to_timestamp", + "macro_sql": "{% macro default__try_cast_column_to_timestamp(table_relation, timestamp_column) %}\n {# We try casting for Snowflake, Bigquery and Databricks as these support safe cast and the query will not fail if the cast fails #}\n {%- set query %}\n select {{ elementary.edr_safe_cast(timestamp_column, elementary.edr_type_timestamp()) }} as timestamp_column\n from {{ table_relation }}\n where {{ timestamp_column }} is not null\n limit 1\n {%- endset %}\n\n {%- set result = elementary.result_value(query) %}\n {%- if result is not none %}\n {{ return(true) }}\n {%- endif %}\n {{ return(false) }}\n\n{% endmacro %}", + "depends_on": { + "macros": [ + "macro.elementary.edr_safe_cast", + "macro.elementary.edr_type_timestamp", + "macro.elementary.result_value" + ] + }, "description": "", "meta": {}, "docs": { "show": true, "node_color": null }, "patch_path": null, "arguments": [], - "created_at": 1693603073.7425652, + "created_at": 1699027426.5150552, "supported_languages": null }, - "macro.dbt.default__datediff": { - "name": "default__datediff", + "macro.elementary.postgres__try_cast_column_to_timestamp": { + "name": "postgres__try_cast_column_to_timestamp", "resource_type": "macro", - "package_name": "dbt", - "path": "macros/utils/datediff.sql", - "original_file_path": "macros/utils/datediff.sql", - "unique_id": "macro.dbt.default__datediff", - "macro_sql": "{% macro default__datediff(first_date, second_date, datepart) -%}\n\n datediff(\n {{ datepart }},\n {{ first_date }},\n {{ second_date }}\n )\n\n{%- endmacro %}", + "package_name": "elementary", + "path": "macros/utils/data_types/try_cast_column_to_timestamp.sql", + "original_file_path": "macros/utils/data_types/try_cast_column_to_timestamp.sql", + "unique_id": "macro.elementary.postgres__try_cast_column_to_timestamp", + "macro_sql": "{% macro postgres__try_cast_column_to_timestamp(table_relation, timestamp_column) %}\n {{ return(false) }}\n{% endmacro %}", "depends_on": { "macros": [] }, "description": "", "meta": {}, "docs": { "show": true, "node_color": null }, "patch_path": null, "arguments": [], - "created_at": 1693603073.742718, + "created_at": 1699027426.5151842, "supported_languages": null }, - "macro.dbt.safe_cast": { - "name": "safe_cast", + "macro.elementary.data_type_list": { + "name": "data_type_list", "resource_type": "macro", - "package_name": "dbt", - "path": "macros/utils/safe_cast.sql", - "original_file_path": "macros/utils/safe_cast.sql", - "unique_id": "macro.dbt.safe_cast", - "macro_sql": "{% macro safe_cast(field, type) %}\n {{ return(adapter.dispatch('safe_cast', 'dbt') (field, type)) }}\n{% endmacro %}", + "package_name": "elementary", + "path": "macros/utils/data_types/data_type_list.sql", + "original_file_path": "macros/utils/data_types/data_type_list.sql", + "unique_id": "macro.elementary.data_type_list", + "macro_sql": "{% macro data_type_list(data_type) %}\n {% set result = adapter.dispatch('data_type_list','elementary')(data_type) %}\n {{ return(result) }}\n{% endmacro %}", "depends_on": { - "macros": ["macro.dbt_snowflake.snowflake__safe_cast"] + "macros": ["macro.elementary.snowflake__data_type_list"] }, "description": "", "meta": {}, "docs": { "show": true, "node_color": null }, "patch_path": null, "arguments": [], - "created_at": 1693603073.742986, + "created_at": 1699027426.517611, "supported_languages": null }, - "macro.dbt.default__safe_cast": { - "name": "default__safe_cast", + "macro.elementary.default__data_type_list": { + "name": "default__data_type_list", "resource_type": "macro", - "package_name": "dbt", - "path": "macros/utils/safe_cast.sql", - "original_file_path": "macros/utils/safe_cast.sql", - "unique_id": "macro.dbt.default__safe_cast", - "macro_sql": "{% macro default__safe_cast(field, type) %}\n {# most databases don't support this function yet\n so we just need to use cast #}\n cast({{field}} as {{type}})\n{% endmacro %}", + "package_name": "elementary", + "path": "macros/utils/data_types/data_type_list.sql", + "original_file_path": "macros/utils/data_types/data_type_list.sql", + "unique_id": "macro.elementary.default__data_type_list", + "macro_sql": "{% macro default__data_type_list(data_type) %}\n\n {% set string_list = ['character varying','varchar','character','char','text','nchar','bpchar','string'] | list %}\n {% set numeric_list = ['integer', 'bigint','smallint','decimal','numeric','real','double precision','enum','int2','int4','int','int8','float8','float'] | list %}\n {% set timestamp_list = ['date', 'timestamp','timestamptz','timestamp without time zone','timestamp with time zone'] | list %}\n\n {%- if data_type == 'string' %}\n {{ return(string_list) }}\n {%- elif data_type == 'numeric' %}\n {{ return(numeric_list) }}\n {%- elif data_type == 'timestamp' %}\n {{ return(timestamp_list) }}\n {%- else %}\n {{ return([]) }}\n {%- endif %}\n\n{% endmacro %}", "depends_on": { "macros": [] }, "description": "", "meta": {}, "docs": { "show": true, "node_color": null }, "patch_path": null, "arguments": [], - "created_at": 1693603073.743115, + "created_at": 1699027426.5184472, "supported_languages": null }, - "macro.dbt.hash": { - "name": "hash", + "macro.elementary.bigquery__data_type_list": { + "name": "bigquery__data_type_list", "resource_type": "macro", - "package_name": "dbt", - "path": "macros/utils/hash.sql", - "original_file_path": "macros/utils/hash.sql", - "unique_id": "macro.dbt.hash", - "macro_sql": "{% macro hash(field) -%}\n {{ return(adapter.dispatch('hash', 'dbt') (field)) }}\n{%- endmacro %}", - "depends_on": { "macros": ["macro.dbt.default__hash"] }, + "package_name": "elementary", + "path": "macros/utils/data_types/data_type_list.sql", + "original_file_path": "macros/utils/data_types/data_type_list.sql", + "unique_id": "macro.elementary.bigquery__data_type_list", + "macro_sql": "{% macro bigquery__data_type_list(data_type) %}\n\n {% set string_list = ['STRING'] | list %}\n {% set numeric_list = ['INT64','NUMERIC','BIGNUMERIC','FLOAT64','INTEGER'] | list %}\n {% set timestamp_list = ['DATE','DATETIME','TIMESTAMP'] | list %}\n\n {%- if data_type == 'string' %}\n {{ return(string_list) }}\n {%- elif data_type == 'numeric' %}\n {{ return(numeric_list) }}\n {%- elif data_type == 'timestamp' %}\n {{ return(timestamp_list) }}\n {%- else %}\n {{ return([]) }}\n {%- endif %}\n\n{% endmacro %}", + "depends_on": { "macros": [] }, "description": "", "meta": {}, "docs": { "show": true, "node_color": null }, "patch_path": null, "arguments": [], - "created_at": 1693603073.743367, + "created_at": 1699027426.519188, "supported_languages": null }, - "macro.dbt.default__hash": { - "name": "default__hash", + "macro.elementary.snowflake__data_type_list": { + "name": "snowflake__data_type_list", "resource_type": "macro", - "package_name": "dbt", - "path": "macros/utils/hash.sql", - "original_file_path": "macros/utils/hash.sql", - "unique_id": "macro.dbt.default__hash", - "macro_sql": "{% macro default__hash(field) -%}\n md5(cast({{ field }} as {{ api.Column.translate_type('string') }}))\n{%- endmacro %}", + "package_name": "elementary", + "path": "macros/utils/data_types/data_type_list.sql", + "original_file_path": "macros/utils/data_types/data_type_list.sql", + "unique_id": "macro.elementary.snowflake__data_type_list", + "macro_sql": "{% macro snowflake__data_type_list(data_type) %}\n\n {% set string_list = ['VARCHAR','CHAR','CHARACTER','STRING','TEXT'] | list %}\n {% set numeric_list = ['NUMBER','DECIMAL','NUMERIC','INT','INTEGER','BIGINT','SMALLINT','TINYINT','BYTEINT','FLOAT','FLOAT4','FLOAT8','DOUBLE','DOUBLE PRECISION','REAL'] | list %}\n {% set timestamp_list = ['DATE','DATETIME','TIME','TIMESTAMP','TIMESTAMP_LTZ','TIMESTAMP_NTZ','TIMESTAMP_TZ'] | list %}\n\n {%- if data_type == 'string' %}\n {{ return(string_list) }}\n {%- elif data_type == 'numeric' %}\n {{ return(numeric_list) }}\n {%- elif data_type == 'timestamp' %}\n {{ return(timestamp_list) }}\n {%- else %}\n {{ return([]) }}\n {%- endif %}\n\n{% endmacro %}", "depends_on": { "macros": [] }, "description": "", "meta": {}, "docs": { "show": true, "node_color": null }, "patch_path": null, "arguments": [], - "created_at": 1693603073.743519, + "created_at": 1699027426.520063, "supported_languages": null }, - "macro.dbt.cast_bool_to_text": { - "name": "cast_bool_to_text", + "macro.elementary.spark__data_type_list": { + "name": "spark__data_type_list", "resource_type": "macro", - "package_name": "dbt", - "path": "macros/utils/cast_bool_to_text.sql", - "original_file_path": "macros/utils/cast_bool_to_text.sql", - "unique_id": "macro.dbt.cast_bool_to_text", - "macro_sql": "{% macro cast_bool_to_text(field) %}\n {{ adapter.dispatch('cast_bool_to_text', 'dbt') (field) }}\n{% endmacro %}", - "depends_on": { - "macros": ["macro.dbt.default__cast_bool_to_text"] - }, + "package_name": "elementary", + "path": "macros/utils/data_types/data_type_list.sql", + "original_file_path": "macros/utils/data_types/data_type_list.sql", + "unique_id": "macro.elementary.spark__data_type_list", + "macro_sql": "{% macro spark__data_type_list(data_type) %}\n\n {% set string_list = ['string'] | list %}\n {% set numeric_list = ['int','bigint','smallint','tinyint','float','double','long','short','decimal'] | list %}\n {% set timestamp_list = ['timestamp','date'] | list %}\n\n {%- if data_type == 'string' %}\n {{ return(string_list) }}\n {%- elif data_type == 'numeric' %}\n {{ return(numeric_list) }}\n {%- elif data_type == 'timestamp' %}\n {{ return(timestamp_list) }}\n {%- else %}\n {{ return([]) }}\n {%- endif %}\n\n{% endmacro %}", + "depends_on": { "macros": [] }, "description": "", "meta": {}, "docs": { "show": true, "node_color": null }, "patch_path": null, "arguments": [], - "created_at": 1693603073.743754, + "created_at": 1699027426.520735, "supported_languages": null }, - "macro.dbt.default__cast_bool_to_text": { - "name": "default__cast_bool_to_text", + "macro.elementary.edr_cast_as_timestamp": { + "name": "edr_cast_as_timestamp", "resource_type": "macro", - "package_name": "dbt", - "path": "macros/utils/cast_bool_to_text.sql", - "original_file_path": "macros/utils/cast_bool_to_text.sql", - "unique_id": "macro.dbt.default__cast_bool_to_text", - "macro_sql": "{% macro default__cast_bool_to_text(field) %}\n cast({{ field }} as {{ api.Column.translate_type('string') }})\n{% endmacro %}", - "depends_on": { "macros": [] }, + "package_name": "elementary", + "path": "macros/utils/data_types/cast_column.sql", + "original_file_path": "macros/utils/data_types/cast_column.sql", + "unique_id": "macro.elementary.edr_cast_as_timestamp", + "macro_sql": "{%- macro edr_cast_as_timestamp(timestamp_field) -%}\n cast({{ timestamp_field }} as {{ elementary.edr_type_timestamp() }})\n{%- endmacro -%}\n\n", + "depends_on": { "macros": ["macro.elementary.edr_type_timestamp"] }, "description": "", "meta": {}, "docs": { "show": true, "node_color": null }, "patch_path": null, "arguments": [], - "created_at": 1693603073.743924, + "created_at": 1699027426.521735, "supported_languages": null }, - "macro.dbt.any_value": { - "name": "any_value", + "macro.elementary.edr_cast_as_float": { + "name": "edr_cast_as_float", "resource_type": "macro", - "package_name": "dbt", - "path": "macros/utils/any_value.sql", - "original_file_path": "macros/utils/any_value.sql", - "unique_id": "macro.dbt.any_value", - "macro_sql": "{% macro any_value(expression) -%}\n {{ return(adapter.dispatch('any_value', 'dbt') (expression)) }}\n{% endmacro %}", - "depends_on": { "macros": ["macro.dbt.default__any_value"] }, + "package_name": "elementary", + "path": "macros/utils/data_types/cast_column.sql", + "original_file_path": "macros/utils/data_types/cast_column.sql", + "unique_id": "macro.elementary.edr_cast_as_float", + "macro_sql": "{%- macro edr_cast_as_float(column) -%}\n cast({{ column }} as {{ elementary.edr_type_float() }})\n{%- endmacro -%}\n\n", + "depends_on": { "macros": ["macro.elementary.edr_type_float"] }, "description": "", "meta": {}, "docs": { "show": true, "node_color": null }, "patch_path": null, "arguments": [], - "created_at": 1693603073.744181, + "created_at": 1699027426.521866, "supported_languages": null }, - "macro.dbt.default__any_value": { - "name": "default__any_value", + "macro.elementary.edr_cast_as_numeric": { + "name": "edr_cast_as_numeric", "resource_type": "macro", - "package_name": "dbt", - "path": "macros/utils/any_value.sql", - "original_file_path": "macros/utils/any_value.sql", - "unique_id": "macro.dbt.default__any_value", - "macro_sql": "{% macro default__any_value(expression) -%}\n\n any_value({{ expression }})\n\n{%- endmacro %}", - "depends_on": { "macros": [] }, + "package_name": "elementary", + "path": "macros/utils/data_types/cast_column.sql", + "original_file_path": "macros/utils/data_types/cast_column.sql", + "unique_id": "macro.elementary.edr_cast_as_numeric", + "macro_sql": "{%- macro edr_cast_as_numeric(column) -%}\n cast({{ column }} as {{ elementary.edr_type_numeric() }})\n{%- endmacro -%}\n\n", + "depends_on": { "macros": ["macro.elementary.edr_type_numeric"] }, "description": "", "meta": {}, "docs": { "show": true, "node_color": null }, "patch_path": null, "arguments": [], - "created_at": 1693603073.744278, + "created_at": 1699027426.5219998, "supported_languages": null }, - "macro.dbt.position": { - "name": "position", + "macro.elementary.edr_cast_as_int": { + "name": "edr_cast_as_int", "resource_type": "macro", - "package_name": "dbt", - "path": "macros/utils/position.sql", - "original_file_path": "macros/utils/position.sql", - "unique_id": "macro.dbt.position", - "macro_sql": "{% macro position(substring_text, string_text) -%}\n {{ return(adapter.dispatch('position', 'dbt') (substring_text, string_text)) }}\n{% endmacro %}", - "depends_on": { "macros": ["macro.dbt.default__position"] }, + "package_name": "elementary", + "path": "macros/utils/data_types/cast_column.sql", + "original_file_path": "macros/utils/data_types/cast_column.sql", + "unique_id": "macro.elementary.edr_cast_as_int", + "macro_sql": "{%- macro edr_cast_as_int(column) -%}\n cast({{ column }} as {{ elementary.edr_type_int() }})\n{%- endmacro -%}\n\n", + "depends_on": { "macros": ["macro.elementary.edr_type_int"] }, "description": "", "meta": {}, "docs": { "show": true, "node_color": null }, "patch_path": null, "arguments": [], - "created_at": 1693603073.744548, + "created_at": 1699027426.5221288, "supported_languages": null }, - "macro.dbt.default__position": { - "name": "default__position", + "macro.elementary.edr_cast_as_string": { + "name": "edr_cast_as_string", "resource_type": "macro", - "package_name": "dbt", - "path": "macros/utils/position.sql", - "original_file_path": "macros/utils/position.sql", - "unique_id": "macro.dbt.default__position", - "macro_sql": "{% macro default__position(substring_text, string_text) %}\n\n position(\n {{ substring_text }} in {{ string_text }}\n )\n\n{%- endmacro -%}", - "depends_on": { "macros": [] }, + "package_name": "elementary", + "path": "macros/utils/data_types/cast_column.sql", + "original_file_path": "macros/utils/data_types/cast_column.sql", + "unique_id": "macro.elementary.edr_cast_as_string", + "macro_sql": "{%- macro edr_cast_as_string(column) -%}\n cast({{ column }} as {{ elementary.edr_type_string() }})\n{%- endmacro -%}\n\n", + "depends_on": { "macros": ["macro.elementary.edr_type_string"] }, "description": "", "meta": {}, "docs": { "show": true, "node_color": null }, "patch_path": null, "arguments": [], - "created_at": 1693603073.744677, + "created_at": 1699027426.522259, "supported_languages": null }, - "macro.dbt.string_literal": { - "name": "string_literal", + "macro.elementary.edr_cast_as_long_string": { + "name": "edr_cast_as_long_string", "resource_type": "macro", - "package_name": "dbt", - "path": "macros/utils/literal.sql", - "original_file_path": "macros/utils/literal.sql", - "unique_id": "macro.dbt.string_literal", - "macro_sql": "{%- macro string_literal(value) -%}\n {{ return(adapter.dispatch('string_literal', 'dbt') (value)) }}\n{%- endmacro -%}\n\n", - "depends_on": { "macros": ["macro.dbt.default__string_literal"] }, + "package_name": "elementary", + "path": "macros/utils/data_types/cast_column.sql", + "original_file_path": "macros/utils/data_types/cast_column.sql", + "unique_id": "macro.elementary.edr_cast_as_long_string", + "macro_sql": "{%- macro edr_cast_as_long_string(column) -%}\n cast({{ column }} as {{ elementary.edr_type_long_string() }})\n{%- endmacro -%}\n\n", + "depends_on": { + "macros": ["macro.elementary.edr_type_long_string"] + }, "description": "", "meta": {}, "docs": { "show": true, "node_color": null }, "patch_path": null, "arguments": [], - "created_at": 1693603073.744928, + "created_at": 1699027426.5223901, "supported_languages": null }, - "macro.dbt.default__string_literal": { - "name": "default__string_literal", + "macro.elementary.edr_cast_as_bool": { + "name": "edr_cast_as_bool", "resource_type": "macro", - "package_name": "dbt", - "path": "macros/utils/literal.sql", - "original_file_path": "macros/utils/literal.sql", - "unique_id": "macro.dbt.default__string_literal", - "macro_sql": "{% macro default__string_literal(value) -%}\n '{{ value }}'\n{%- endmacro %}", - "depends_on": { "macros": [] }, + "package_name": "elementary", + "path": "macros/utils/data_types/cast_column.sql", + "original_file_path": "macros/utils/data_types/cast_column.sql", + "unique_id": "macro.elementary.edr_cast_as_bool", + "macro_sql": "{%- macro edr_cast_as_bool(column) -%}\n cast({{ column }} as {{ elementary.edr_type_bool() }})\n{%- endmacro -%}\n\n", + "depends_on": { "macros": ["macro.elementary.edr_type_bool"] }, "description": "", "meta": {}, "docs": { "show": true, "node_color": null }, "patch_path": null, "arguments": [], - "created_at": 1693603073.745047, + "created_at": 1699027426.522519, "supported_languages": null }, - "macro.dbt.type_string": { - "name": "type_string", + "macro.elementary.const_as_string": { + "name": "const_as_string", "resource_type": "macro", - "package_name": "dbt", - "path": "macros/utils/data_types.sql", - "original_file_path": "macros/utils/data_types.sql", - "unique_id": "macro.dbt.type_string", - "macro_sql": "\n\n{%- macro type_string() -%}\n {{ return(adapter.dispatch('type_string', 'dbt')()) }}\n{%- endmacro -%}\n\n", - "depends_on": { "macros": ["macro.dbt.default__type_string"] }, + "package_name": "elementary", + "path": "macros/utils/data_types/cast_column.sql", + "original_file_path": "macros/utils/data_types/cast_column.sql", + "unique_id": "macro.elementary.const_as_string", + "macro_sql": "{%- macro const_as_string(string) -%}\n cast('{{ string }}' as {{ elementary.edr_type_string() }})\n{%- endmacro -%}\n\n", + "depends_on": { "macros": ["macro.elementary.edr_type_string"] }, "description": "", "meta": {}, "docs": { "show": true, "node_color": null }, "patch_path": null, "arguments": [], - "created_at": 1693603073.7459788, + "created_at": 1699027426.52265, "supported_languages": null }, - "macro.dbt.default__type_string": { - "name": "default__type_string", + "macro.elementary.edr_cast_as_date": { + "name": "edr_cast_as_date", "resource_type": "macro", - "package_name": "dbt", - "path": "macros/utils/data_types.sql", - "original_file_path": "macros/utils/data_types.sql", - "unique_id": "macro.dbt.default__type_string", - "macro_sql": "{% macro default__type_string() %}\n {{ return(api.Column.translate_type(\"string\")) }}\n{% endmacro %}", - "depends_on": { "macros": [] }, + "package_name": "elementary", + "path": "macros/utils/data_types/cast_column.sql", + "original_file_path": "macros/utils/data_types/cast_column.sql", + "unique_id": "macro.elementary.edr_cast_as_date", + "macro_sql": "{%- macro edr_cast_as_date(timestamp_field) -%}\n {{ return(adapter.dispatch('edr_cast_as_date', 'elementary')(timestamp_field)) }}\n{%- endmacro -%}\n\n", + "depends_on": { + "macros": ["macro.elementary.default__edr_cast_as_date"] + }, "description": "", "meta": {}, "docs": { "show": true, "node_color": null }, "patch_path": null, "arguments": [], - "created_at": 1693603073.746142, + "created_at": 1699027426.52285, "supported_languages": null }, - "macro.dbt.type_timestamp": { - "name": "type_timestamp", + "macro.elementary.default__edr_cast_as_date": { + "name": "default__edr_cast_as_date", "resource_type": "macro", - "package_name": "dbt", - "path": "macros/utils/data_types.sql", - "original_file_path": "macros/utils/data_types.sql", - "unique_id": "macro.dbt.type_timestamp", - "macro_sql": "\n\n{%- macro type_timestamp() -%}\n {{ return(adapter.dispatch('type_timestamp', 'dbt')()) }}\n{%- endmacro -%}\n\n", - "depends_on": { "macros": ["macro.dbt.default__type_timestamp"] }, + "package_name": "elementary", + "path": "macros/utils/data_types/cast_column.sql", + "original_file_path": "macros/utils/data_types/cast_column.sql", + "unique_id": "macro.elementary.default__edr_cast_as_date", + "macro_sql": "{%- macro default__edr_cast_as_date(timestamp_field) -%}\n cast({{ timestamp_field }} as {{ elementary.edr_type_date() }})\n{%- endmacro -%}\n\n", + "depends_on": { "macros": ["macro.elementary.edr_type_date"] }, "description": "", "meta": {}, "docs": { "show": true, "node_color": null }, "patch_path": null, "arguments": [], - "created_at": 1693603073.746355, + "created_at": 1699027426.522982, "supported_languages": null }, - "macro.dbt.default__type_timestamp": { - "name": "default__type_timestamp", + "macro.elementary.bigquery__edr_cast_as_date": { + "name": "bigquery__edr_cast_as_date", "resource_type": "macro", - "package_name": "dbt", - "path": "macros/utils/data_types.sql", - "original_file_path": "macros/utils/data_types.sql", - "unique_id": "macro.dbt.default__type_timestamp", - "macro_sql": "{% macro default__type_timestamp() %}\n {{ return(api.Column.translate_type(\"timestamp\")) }}\n{% endmacro %}", - "depends_on": { "macros": [] }, + "package_name": "elementary", + "path": "macros/utils/data_types/cast_column.sql", + "original_file_path": "macros/utils/data_types/cast_column.sql", + "unique_id": "macro.elementary.bigquery__edr_cast_as_date", + "macro_sql": "\n{%- macro bigquery__edr_cast_as_date(timestamp_field) -%}\n cast({{ elementary.edr_cast_as_timestamp(timestamp_field) }} as {{ elementary.edr_type_date() }})\n{%- endmacro -%}\n\n", + "depends_on": { + "macros": [ + "macro.elementary.edr_cast_as_timestamp", + "macro.elementary.edr_type_date" + ] + }, "description": "", "meta": {}, "docs": { "show": true, "node_color": null }, "patch_path": null, "arguments": [], - "created_at": 1693603073.7465029, + "created_at": 1699027426.5231411, "supported_languages": null }, - "macro.dbt.type_float": { - "name": "type_float", + "macro.elementary.const_as_text": { + "name": "const_as_text", "resource_type": "macro", - "package_name": "dbt", - "path": "macros/utils/data_types.sql", - "original_file_path": "macros/utils/data_types.sql", - "unique_id": "macro.dbt.type_float", - "macro_sql": "\n\n{%- macro type_float() -%}\n {{ return(adapter.dispatch('type_float', 'dbt')()) }}\n{%- endmacro -%}\n\n", - "depends_on": { "macros": ["macro.dbt.default__type_float"] }, + "package_name": "elementary", + "path": "macros/utils/data_types/cast_column.sql", + "original_file_path": "macros/utils/data_types/cast_column.sql", + "unique_id": "macro.elementary.const_as_text", + "macro_sql": "{%- macro const_as_text(string) -%}\n {{ return(adapter.dispatch('const_as_text', 'elementary')(string)) }}\n{%- endmacro -%}\n\n", + "depends_on": { + "macros": ["macro.elementary.default__const_as_text"] + }, "description": "", "meta": {}, "docs": { "show": true, "node_color": null }, "patch_path": null, "arguments": [], - "created_at": 1693603073.746654, + "created_at": 1699027426.523307, "supported_languages": null }, - "macro.dbt.default__type_float": { - "name": "default__type_float", + "macro.elementary.default__const_as_text": { + "name": "default__const_as_text", "resource_type": "macro", - "package_name": "dbt", - "path": "macros/utils/data_types.sql", - "original_file_path": "macros/utils/data_types.sql", - "unique_id": "macro.dbt.default__type_float", - "macro_sql": "{% macro default__type_float() %}\n {{ return(api.Column.translate_type(\"float\")) }}\n{% endmacro %}", + "package_name": "elementary", + "path": "macros/utils/data_types/cast_column.sql", + "original_file_path": "macros/utils/data_types/cast_column.sql", + "unique_id": "macro.elementary.default__const_as_text", + "macro_sql": "{%- macro default__const_as_text(string) -%}\n {{ elementary.const_as_string(string) }}\n{%- endmacro -%}\n\n", + "depends_on": { "macros": ["macro.elementary.const_as_string"] }, + "description": "", + "meta": {}, + "docs": { "show": true, "node_color": null }, + "patch_path": null, + "arguments": [], + "created_at": 1699027426.523427, + "supported_languages": null + }, + "macro.elementary.redshift__const_as_text": { + "name": "redshift__const_as_text", + "resource_type": "macro", + "package_name": "elementary", + "path": "macros/utils/data_types/cast_column.sql", + "original_file_path": "macros/utils/data_types/cast_column.sql", + "unique_id": "macro.elementary.redshift__const_as_text", + "macro_sql": "{%- macro redshift__const_as_text(string) -%}\n '{{ string }}'::text\n{%- endmacro -%}", "depends_on": { "macros": [] }, "description": "", "meta": {}, "docs": { "show": true, "node_color": null }, "patch_path": null, "arguments": [], - "created_at": 1693603073.746797, + "created_at": 1699027426.523521, "supported_languages": null }, - "macro.dbt.type_numeric": { - "name": "type_numeric", + "macro.elementary.is_column_timestamp": { + "name": "is_column_timestamp", "resource_type": "macro", - "package_name": "dbt", - "path": "macros/utils/data_types.sql", - "original_file_path": "macros/utils/data_types.sql", - "unique_id": "macro.dbt.type_numeric", - "macro_sql": "\n\n{%- macro type_numeric() -%}\n {{ return(adapter.dispatch('type_numeric', 'dbt')()) }}\n{%- endmacro -%}\n\n", - "depends_on": { "macros": ["macro.dbt.default__type_numeric"] }, + "package_name": "elementary", + "path": "macros/utils/data_types/is_column_timestamp.sql", + "original_file_path": "macros/utils/data_types/is_column_timestamp.sql", + "unique_id": "macro.elementary.is_column_timestamp", + "macro_sql": "{% macro is_column_timestamp(table_relation,timestamp_column,timestamp_column_data_type) %}\n {%- if timestamp_column_data_type == 'string' %}\n {%- set is_timestamp = elementary.try_cast_column_to_timestamp(table_relation, timestamp_column) %}\n {%- elif timestamp_column_data_type == 'timestamp' %}\n {%- set is_timestamp = true %}\n {%- else %}\n {%- set is_timestamp = false %}\n {%- endif %}\n {{ return(is_timestamp) }}\n{% endmacro %}", + "depends_on": { + "macros": ["macro.elementary.try_cast_column_to_timestamp"] + }, "description": "", "meta": {}, "docs": { "show": true, "node_color": null }, "patch_path": null, "arguments": [], - "created_at": 1693603073.7469492, + "created_at": 1699027426.524011, "supported_languages": null }, - "macro.dbt.default__type_numeric": { - "name": "default__type_numeric", + "macro.elementary.is_primitive": { + "name": "is_primitive", "resource_type": "macro", - "package_name": "dbt", - "path": "macros/utils/data_types.sql", - "original_file_path": "macros/utils/data_types.sql", - "unique_id": "macro.dbt.default__type_numeric", - "macro_sql": "{% macro default__type_numeric() %}\n {{ return(api.Column.numeric_type(\"numeric\", 28, 6)) }}\n{% endmacro %}", + "package_name": "elementary", + "path": "macros/utils/data_types/data_type.sql", + "original_file_path": "macros/utils/data_types/data_type.sql", + "unique_id": "macro.elementary.is_primitive", + "macro_sql": "{% macro is_primitive(val) %}\n {% do return (\n val is none or\n val is boolean or\n val is number or\n val is string\n ) %}\n{% endmacro %}", "depends_on": { "macros": [] }, "description": "", "meta": {}, "docs": { "show": true, "node_color": null }, "patch_path": null, "arguments": [], - "created_at": 1693603073.7471218, + "created_at": 1699027426.526135, "supported_languages": null }, - "macro.dbt.type_bigint": { - "name": "type_bigint", + "macro.elementary.edr_type_bool": { + "name": "edr_type_bool", "resource_type": "macro", - "package_name": "dbt", - "path": "macros/utils/data_types.sql", - "original_file_path": "macros/utils/data_types.sql", - "unique_id": "macro.dbt.type_bigint", - "macro_sql": "\n\n{%- macro type_bigint() -%}\n {{ return(adapter.dispatch('type_bigint', 'dbt')()) }}\n{%- endmacro -%}\n\n", - "depends_on": { "macros": ["macro.dbt.default__type_bigint"] }, + "package_name": "elementary", + "path": "macros/utils/data_types/data_type.sql", + "original_file_path": "macros/utils/data_types/data_type.sql", + "unique_id": "macro.elementary.edr_type_bool", + "macro_sql": "\n\n{%- macro edr_type_bool() -%}\n {{ return(adapter.dispatch('edr_type_bool', 'elementary')()) }}\n{%- endmacro -%}\n\n", + "depends_on": { + "macros": ["macro.elementary.default__edr_type_bool"] + }, "description": "", "meta": {}, "docs": { "show": true, "node_color": null }, "patch_path": null, "arguments": [], - "created_at": 1693603073.747286, + "created_at": 1699027426.526291, "supported_languages": null }, - "macro.dbt.default__type_bigint": { - "name": "default__type_bigint", + "macro.elementary.default__edr_type_bool": { + "name": "default__edr_type_bool", "resource_type": "macro", - "package_name": "dbt", - "path": "macros/utils/data_types.sql", - "original_file_path": "macros/utils/data_types.sql", - "unique_id": "macro.dbt.default__type_bigint", - "macro_sql": "{% macro default__type_bigint() %}\n {{ return(api.Column.translate_type(\"bigint\")) }}\n{% endmacro %}", + "package_name": "elementary", + "path": "macros/utils/data_types/data_type.sql", + "original_file_path": "macros/utils/data_types/data_type.sql", + "unique_id": "macro.elementary.default__edr_type_bool", + "macro_sql": "{% macro default__edr_type_bool() %}\n {% do return(\"boolean\") %}\n{% endmacro %}", "depends_on": { "macros": [] }, "description": "", "meta": {}, "docs": { "show": true, "node_color": null }, "patch_path": null, "arguments": [], - "created_at": 1693603073.747427, + "created_at": 1699027426.526411, "supported_languages": null }, - "macro.dbt.type_int": { - "name": "type_int", + "macro.elementary.bigquery__edr_type_bool": { + "name": "bigquery__edr_type_bool", "resource_type": "macro", - "package_name": "dbt", - "path": "macros/utils/data_types.sql", - "original_file_path": "macros/utils/data_types.sql", - "unique_id": "macro.dbt.type_int", - "macro_sql": "\n\n{%- macro type_int() -%}\n {{ return(adapter.dispatch('type_int', 'dbt')()) }}\n{%- endmacro -%}\n\n", - "depends_on": { "macros": ["macro.dbt.default__type_int"] }, + "package_name": "elementary", + "path": "macros/utils/data_types/data_type.sql", + "original_file_path": "macros/utils/data_types/data_type.sql", + "unique_id": "macro.elementary.bigquery__edr_type_bool", + "macro_sql": "{% macro bigquery__edr_type_bool() %}\n {% do return(\"BOOL\") %}\n{% endmacro %}", + "depends_on": { "macros": [] }, "description": "", "meta": {}, "docs": { "show": true, "node_color": null }, "patch_path": null, "arguments": [], - "created_at": 1693603073.7475781, + "created_at": 1699027426.526591, "supported_languages": null }, - "macro.dbt.default__type_int": { - "name": "default__type_int", + "macro.elementary.edr_type_string": { + "name": "edr_type_string", "resource_type": "macro", - "package_name": "dbt", - "path": "macros/utils/data_types.sql", - "original_file_path": "macros/utils/data_types.sql", - "unique_id": "macro.dbt.default__type_int", - "macro_sql": "{%- macro default__type_int() -%}\n {{ return(api.Column.translate_type(\"integer\")) }}\n{%- endmacro -%}\n\n", - "depends_on": { "macros": [] }, + "package_name": "elementary", + "path": "macros/utils/data_types/data_type.sql", + "original_file_path": "macros/utils/data_types/data_type.sql", + "unique_id": "macro.elementary.edr_type_string", + "macro_sql": "\n\n\n{%- macro edr_type_string() -%}\n {{ return(adapter.dispatch('edr_type_string', 'elementary')()) }}\n{%- endmacro -%}\n\n", + "depends_on": { + "macros": ["macro.elementary.snowflake__edr_type_string"] + }, "description": "", "meta": {}, "docs": { "show": true, "node_color": null }, "patch_path": null, "arguments": [], - "created_at": 1693603073.747731, + "created_at": 1699027426.5267441, "supported_languages": null }, - "macro.dbt.type_boolean": { - "name": "type_boolean", + "macro.elementary.default__edr_type_string": { + "name": "default__edr_type_string", "resource_type": "macro", - "package_name": "dbt", - "path": "macros/utils/data_types.sql", - "original_file_path": "macros/utils/data_types.sql", - "unique_id": "macro.dbt.type_boolean", - "macro_sql": "\n\n{%- macro type_boolean() -%}\n {{ return(adapter.dispatch('type_boolean', 'dbt')()) }}\n{%- endmacro -%}\n\n", - "depends_on": { "macros": ["macro.dbt.default__type_boolean"] }, + "package_name": "elementary", + "path": "macros/utils/data_types/data_type.sql", + "original_file_path": "macros/utils/data_types/data_type.sql", + "unique_id": "macro.elementary.default__edr_type_string", + "macro_sql": "{% macro default__edr_type_string() %}\n {# Redshift #}\n {% do return(\"varchar(4096)\") %}\n{% endmacro %}", + "depends_on": { "macros": [] }, "description": "", "meta": {}, "docs": { "show": true, "node_color": null }, "patch_path": null, "arguments": [], - "created_at": 1693603073.747896, + "created_at": 1699027426.526869, "supported_languages": null }, - "macro.dbt.default__type_boolean": { - "name": "default__type_boolean", + "macro.elementary.postgres__edr_type_string": { + "name": "postgres__edr_type_string", "resource_type": "macro", - "package_name": "dbt", - "path": "macros/utils/data_types.sql", - "original_file_path": "macros/utils/data_types.sql", - "unique_id": "macro.dbt.default__type_boolean", - "macro_sql": "{%- macro default__type_boolean() -%}\n {{ return(api.Column.translate_type(\"boolean\")) }}\n{%- endmacro -%}\n\n", + "package_name": "elementary", + "path": "macros/utils/data_types/data_type.sql", + "original_file_path": "macros/utils/data_types/data_type.sql", + "unique_id": "macro.elementary.postgres__edr_type_string", + "macro_sql": "{% macro postgres__edr_type_string() %}\n {% if var(\"sync\", false) %}\n {% do return(\"text\") %}\n {% else %}\n {% do return(\"varchar(4096)\") %}\n {% endif %}\n{% endmacro %}", + "depends_on": { "macros": [] }, + "description": "", + "meta": {}, + "docs": { "show": true, "node_color": null }, + "patch_path": null, + "arguments": [], + "created_at": 1699027426.527127, + "supported_languages": null + }, + "macro.elementary.snowflake__edr_type_string": { + "name": "snowflake__edr_type_string", + "resource_type": "macro", + "package_name": "elementary", + "path": "macros/utils/data_types/data_type.sql", + "original_file_path": "macros/utils/data_types/data_type.sql", + "unique_id": "macro.elementary.snowflake__edr_type_string", + "macro_sql": "{% macro snowflake__edr_type_string() %}\n {# Default max varchar size in Snowflake is 16MB #}\n {% do return(\"varchar\") %}\n{% endmacro %}", "depends_on": { "macros": [] }, "description": "", "meta": {}, "docs": { "show": true, "node_color": null }, "patch_path": null, "arguments": [], - "created_at": 1693603073.748051, + "created_at": 1699027426.527253, "supported_languages": null }, - "macro.dbt.array_concat": { - "name": "array_concat", + "macro.elementary.bigquery__edr_type_string": { + "name": "bigquery__edr_type_string", "resource_type": "macro", - "package_name": "dbt", - "path": "macros/utils/array_concat.sql", - "original_file_path": "macros/utils/array_concat.sql", - "unique_id": "macro.dbt.array_concat", - "macro_sql": "{% macro array_concat(array_1, array_2) -%}\n {{ return(adapter.dispatch('array_concat', 'dbt')(array_1, array_2)) }}\n{%- endmacro %}", - "depends_on": { "macros": ["macro.dbt.default__array_concat"] }, + "package_name": "elementary", + "path": "macros/utils/data_types/data_type.sql", + "original_file_path": "macros/utils/data_types/data_type.sql", + "unique_id": "macro.elementary.bigquery__edr_type_string", + "macro_sql": "{% macro bigquery__edr_type_string() %}\n {# Default max string size in Bigquery is 65K #}\n {% do return(\"string\") %}\n{% endmacro %}", + "depends_on": { "macros": [] }, "description": "", "meta": {}, "docs": { "show": true, "node_color": null }, "patch_path": null, "arguments": [], - "created_at": 1693603073.748333, + "created_at": 1699027426.527379, "supported_languages": null }, - "macro.dbt.default__array_concat": { - "name": "default__array_concat", + "macro.elementary.spark__edr_type_string": { + "name": "spark__edr_type_string", "resource_type": "macro", - "package_name": "dbt", - "path": "macros/utils/array_concat.sql", - "original_file_path": "macros/utils/array_concat.sql", - "unique_id": "macro.dbt.default__array_concat", - "macro_sql": "{% macro default__array_concat(array_1, array_2) -%}\n array_cat({{ array_1 }}, {{ array_2 }})\n{%- endmacro %}", + "package_name": "elementary", + "path": "macros/utils/data_types/data_type.sql", + "original_file_path": "macros/utils/data_types/data_type.sql", + "unique_id": "macro.elementary.spark__edr_type_string", + "macro_sql": "{% macro spark__edr_type_string() %}\n {% do return(\"string\") %}\n{% endmacro %}", "depends_on": { "macros": [] }, "description": "", "meta": {}, "docs": { "show": true, "node_color": null }, "patch_path": null, "arguments": [], - "created_at": 1693603073.748458, + "created_at": 1699027426.527499, "supported_languages": null }, - "macro.dbt.bool_or": { - "name": "bool_or", + "macro.elementary.edr_type_long_string": { + "name": "edr_type_long_string", "resource_type": "macro", - "package_name": "dbt", - "path": "macros/utils/bool_or.sql", - "original_file_path": "macros/utils/bool_or.sql", - "unique_id": "macro.dbt.bool_or", - "macro_sql": "{% macro bool_or(expression) -%}\n {{ return(adapter.dispatch('bool_or', 'dbt') (expression)) }}\n{% endmacro %}", + "package_name": "elementary", + "path": "macros/utils/data_types/data_type.sql", + "original_file_path": "macros/utils/data_types/data_type.sql", + "unique_id": "macro.elementary.edr_type_long_string", + "macro_sql": "\n\n\n\n{%- macro edr_type_long_string() -%}\n {{ return(adapter.dispatch('edr_type_long_string', 'elementary')()) }}\n{%- endmacro -%}\n\n", "depends_on": { - "macros": ["macro.dbt_snowflake.snowflake__bool_or"] + "macros": ["macro.elementary.default__edr_type_long_string"] }, "description": "", "meta": {}, "docs": { "show": true, "node_color": null }, "patch_path": null, "arguments": [], - "created_at": 1693603073.748704, + "created_at": 1699027426.527652, "supported_languages": null }, - "macro.dbt.default__bool_or": { - "name": "default__bool_or", + "macro.elementary.default__edr_type_long_string": { + "name": "default__edr_type_long_string", "resource_type": "macro", - "package_name": "dbt", - "path": "macros/utils/bool_or.sql", - "original_file_path": "macros/utils/bool_or.sql", - "unique_id": "macro.dbt.default__bool_or", - "macro_sql": "{% macro default__bool_or(expression) -%}\n\n bool_or({{ expression }})\n\n{%- endmacro %}", - "depends_on": { "macros": [] }, + "package_name": "elementary", + "path": "macros/utils/data_types/data_type.sql", + "original_file_path": "macros/utils/data_types/data_type.sql", + "unique_id": "macro.elementary.default__edr_type_long_string", + "macro_sql": "{%- macro default__edr_type_long_string() -%}\n {# Snowflake, Bigquery, Databricks #}\n {% do return(elementary.edr_type_string()) %}\n{%- endmacro -%}\n\n", + "depends_on": { "macros": ["macro.elementary.edr_type_string"] }, "description": "", "meta": {}, "docs": { "show": true, "node_color": null }, "patch_path": null, "arguments": [], - "created_at": 1693603073.7488089, + "created_at": 1699027426.527789, "supported_languages": null }, - "macro.dbt.last_day": { - "name": "last_day", + "macro.elementary.redshift__edr_type_long_string": { + "name": "redshift__edr_type_long_string", "resource_type": "macro", - "package_name": "dbt", - "path": "macros/utils/last_day.sql", - "original_file_path": "macros/utils/last_day.sql", - "unique_id": "macro.dbt.last_day", - "macro_sql": "{% macro last_day(date, datepart) %}\n {{ return(adapter.dispatch('last_day', 'dbt') (date, datepart)) }}\n{% endmacro %}", - "depends_on": { "macros": ["macro.dbt.default__last_day"] }, + "package_name": "elementary", + "path": "macros/utils/data_types/data_type.sql", + "original_file_path": "macros/utils/data_types/data_type.sql", + "unique_id": "macro.elementary.redshift__edr_type_long_string", + "macro_sql": "{%- macro redshift__edr_type_long_string() -%}\n {% set long_string = 'varchar(' ~ elementary.get_config_var('long_string_size') ~ ')' %}\n {{ return(long_string) }}\n{%- endmacro -%}\n\n", + "depends_on": { "macros": ["macro.elementary.get_config_var"] }, "description": "", "meta": {}, "docs": { "show": true, "node_color": null }, "patch_path": null, "arguments": [], - "created_at": 1693603073.7491462, + "created_at": 1699027426.527982, "supported_languages": null }, - "macro.dbt.default_last_day": { - "name": "default_last_day", + "macro.elementary.postgres__edr_type_long_string": { + "name": "postgres__edr_type_long_string", "resource_type": "macro", - "package_name": "dbt", - "path": "macros/utils/last_day.sql", - "original_file_path": "macros/utils/last_day.sql", - "unique_id": "macro.dbt.default_last_day", - "macro_sql": "\n\n{%- macro default_last_day(date, datepart) -%}\n cast(\n {{dbt.dateadd('day', '-1',\n dbt.dateadd(datepart, '1', dbt.date_trunc(datepart, date))\n )}}\n as date)\n{%- endmacro -%}\n\n", - "depends_on": { - "macros": ["macro.dbt.dateadd", "macro.dbt.date_trunc"] - }, + "package_name": "elementary", + "path": "macros/utils/data_types/data_type.sql", + "original_file_path": "macros/utils/data_types/data_type.sql", + "unique_id": "macro.elementary.postgres__edr_type_long_string", + "macro_sql": "{%- macro postgres__edr_type_long_string() -%}\n {% set long_string = 'text' %}\n {{ return(long_string) }}\n{%- endmacro -%}\n\n\n", + "depends_on": { "macros": [] }, "description": "", "meta": {}, "docs": { "show": true, "node_color": null }, "patch_path": null, "arguments": [], - "created_at": 1693603073.749413, + "created_at": 1699027426.528123, "supported_languages": null }, - "macro.dbt.default__last_day": { - "name": "default__last_day", + "macro.elementary.edr_type_bigint": { + "name": "edr_type_bigint", "resource_type": "macro", - "package_name": "dbt", - "path": "macros/utils/last_day.sql", - "original_file_path": "macros/utils/last_day.sql", - "unique_id": "macro.dbt.default__last_day", - "macro_sql": "{% macro default__last_day(date, datepart) -%}\n {{dbt.default_last_day(date, datepart)}}\n{%- endmacro %}", - "depends_on": { "macros": ["macro.dbt.default_last_day"] }, + "package_name": "elementary", + "path": "macros/utils/data_types/data_type.sql", + "original_file_path": "macros/utils/data_types/data_type.sql", + "unique_id": "macro.elementary.edr_type_bigint", + "macro_sql": "{% macro edr_type_bigint() %}\n {% set macro = dbt.type_bigint or dbt_utils.type_bigint %}\n {% if not macro %}\n {{ exceptions.raise_compiler_error(\"Did not find a `type_bigint` macro.\") }}\n {% endif %}\n {{ return(macro()) }}\n{% endmacro %}", + "depends_on": { "macros": [] }, "description": "", "meta": {}, "docs": { "show": true, "node_color": null }, "patch_path": null, "arguments": [], - "created_at": 1693603073.749572, + "created_at": 1699027426.528407, "supported_languages": null }, - "macro.dbt.split_part": { - "name": "split_part", + "macro.elementary.edr_type_float": { + "name": "edr_type_float", "resource_type": "macro", - "package_name": "dbt", - "path": "macros/utils/split_part.sql", - "original_file_path": "macros/utils/split_part.sql", - "unique_id": "macro.dbt.split_part", - "macro_sql": "{% macro split_part(string_text, delimiter_text, part_number) %}\n {{ return(adapter.dispatch('split_part', 'dbt') (string_text, delimiter_text, part_number)) }}\n{% endmacro %}", - "depends_on": { "macros": ["macro.dbt.default__split_part"] }, + "package_name": "elementary", + "path": "macros/utils/data_types/data_type.sql", + "original_file_path": "macros/utils/data_types/data_type.sql", + "unique_id": "macro.elementary.edr_type_float", + "macro_sql": "{% macro edr_type_float() %}\n {% set macro = dbt.type_float or dbt_utils.type_float %}\n {% if not macro %}\n {{ exceptions.raise_compiler_error(\"Did not find a `type_float` macro.\") }}\n {% endif %}\n {{ return(macro()) }}\n{% endmacro %}", + "depends_on": { "macros": [] }, "description": "", "meta": {}, "docs": { "show": true, "node_color": null }, "patch_path": null, "arguments": [], - "created_at": 1693603073.750081, + "created_at": 1699027426.528695, "supported_languages": null }, - "macro.dbt.default__split_part": { - "name": "default__split_part", + "macro.elementary.edr_type_int": { + "name": "edr_type_int", "resource_type": "macro", - "package_name": "dbt", - "path": "macros/utils/split_part.sql", - "original_file_path": "macros/utils/split_part.sql", - "unique_id": "macro.dbt.default__split_part", - "macro_sql": "{% macro default__split_part(string_text, delimiter_text, part_number) %}\n\n split_part(\n {{ string_text }},\n {{ delimiter_text }},\n {{ part_number }}\n )\n\n{% endmacro %}", + "package_name": "elementary", + "path": "macros/utils/data_types/data_type.sql", + "original_file_path": "macros/utils/data_types/data_type.sql", + "unique_id": "macro.elementary.edr_type_int", + "macro_sql": "{% macro edr_type_int() %}\n {% set macro = dbt.type_int or dbt_utils.type_int %}\n {% if not macro %}\n {{ exceptions.raise_compiler_error(\"Did not find a `type_int` macro.\") }}\n {% endif %}\n {{ return(macro()) }}\n{% endmacro %}", "depends_on": { "macros": [] }, "description": "", "meta": {}, "docs": { "show": true, "node_color": null }, "patch_path": null, "arguments": [], - "created_at": 1693603073.750252, + "created_at": 1699027426.529027, "supported_languages": null }, - "macro.dbt._split_part_negative": { - "name": "_split_part_negative", + "macro.elementary.edr_type_timestamp": { + "name": "edr_type_timestamp", "resource_type": "macro", - "package_name": "dbt", - "path": "macros/utils/split_part.sql", - "original_file_path": "macros/utils/split_part.sql", - "unique_id": "macro.dbt._split_part_negative", - "macro_sql": "{% macro _split_part_negative(string_text, delimiter_text, part_number) %}\n\n split_part(\n {{ string_text }},\n {{ delimiter_text }},\n length({{ string_text }})\n - length(\n replace({{ string_text }}, {{ delimiter_text }}, '')\n ) + 2 + {{ part_number }}\n )\n\n{% endmacro %}", + "package_name": "elementary", + "path": "macros/utils/data_types/data_type.sql", + "original_file_path": "macros/utils/data_types/data_type.sql", + "unique_id": "macro.elementary.edr_type_timestamp", + "macro_sql": "{% macro edr_type_timestamp() %}\n {% set macro = dbt.type_timestamp or dbt_utils.type_timestamp %}\n {% if not macro %}\n {{ exceptions.raise_compiler_error(\"Did not find a `type_timestamp` macro.\") }}\n {% endif %}\n {{ return(macro()) }}\n{% endmacro %}", "depends_on": { "macros": [] }, "description": "", "meta": {}, "docs": { "show": true, "node_color": null }, "patch_path": null, "arguments": [], - "created_at": 1693603073.750677, + "created_at": 1699027426.529328, "supported_languages": null }, - "macro.dbt.date_trunc": { - "name": "date_trunc", + "macro.elementary.edr_type_numeric": { + "name": "edr_type_numeric", "resource_type": "macro", - "package_name": "dbt", - "path": "macros/utils/date_trunc.sql", - "original_file_path": "macros/utils/date_trunc.sql", - "unique_id": "macro.dbt.date_trunc", - "macro_sql": "{% macro date_trunc(datepart, date) -%}\n {{ return(adapter.dispatch('date_trunc', 'dbt') (datepart, date)) }}\n{%- endmacro %}", - "depends_on": { "macros": ["macro.dbt.default__date_trunc"] }, + "package_name": "elementary", + "path": "macros/utils/data_types/data_type.sql", + "original_file_path": "macros/utils/data_types/data_type.sql", + "unique_id": "macro.elementary.edr_type_numeric", + "macro_sql": "{% macro edr_type_numeric() %}\n {% set macro = dbt.type_numeric or dbt_utils.type_numeric %}\n {% if not macro %}\n {{ exceptions.raise_compiler_error(\"Did not find a `type_numeric` macro.\") }}\n {% endif %}\n {{ return(macro()) }}\n{% endmacro %}", + "depends_on": { "macros": [] }, "description": "", "meta": {}, "docs": { "show": true, "node_color": null }, "patch_path": null, "arguments": [], - "created_at": 1693603073.750955, + "created_at": 1699027426.529621, "supported_languages": null }, - "macro.dbt.default__date_trunc": { - "name": "default__date_trunc", + "macro.elementary.edr_type_date": { + "name": "edr_type_date", "resource_type": "macro", - "package_name": "dbt", - "path": "macros/utils/date_trunc.sql", - "original_file_path": "macros/utils/date_trunc.sql", - "unique_id": "macro.dbt.default__date_trunc", - "macro_sql": "{% macro default__date_trunc(datepart, date) -%}\n date_trunc('{{datepart}}', {{date}})\n{%- endmacro %}", - "depends_on": { "macros": [] }, + "package_name": "elementary", + "path": "macros/utils/data_types/data_type.sql", + "original_file_path": "macros/utils/data_types/data_type.sql", + "unique_id": "macro.elementary.edr_type_date", + "macro_sql": "{% macro edr_type_date() %}\n {{ return(adapter.dispatch('edr_type_date', 'elementary')()) }}\n{% endmacro %}", + "depends_on": { + "macros": ["macro.elementary.default__edr_type_date"] + }, "description": "", "meta": {}, "docs": { "show": true, "node_color": null }, "patch_path": null, "arguments": [], - "created_at": 1693603073.751076, + "created_at": 1699027426.529825, "supported_languages": null }, - "macro.dbt.array_construct": { - "name": "array_construct", + "macro.elementary.default__edr_type_date": { + "name": "default__edr_type_date", "resource_type": "macro", - "package_name": "dbt", - "path": "macros/utils/array_construct.sql", - "original_file_path": "macros/utils/array_construct.sql", - "unique_id": "macro.dbt.array_construct", - "macro_sql": "{% macro array_construct(inputs=[], data_type=api.Column.translate_type('integer')) -%}\n {{ return(adapter.dispatch('array_construct', 'dbt')(inputs, data_type)) }}\n{%- endmacro %}", - "depends_on": { - "macros": ["macro.dbt_snowflake.snowflake__array_construct"] - }, + "package_name": "elementary", + "path": "macros/utils/data_types/data_type.sql", + "original_file_path": "macros/utils/data_types/data_type.sql", + "unique_id": "macro.elementary.default__edr_type_date", + "macro_sql": "{% macro default__edr_type_date() %}\n {{ elementary.edr_type_timestamp() }}\n{% endmacro %}", + "depends_on": { "macros": ["macro.elementary.edr_type_timestamp"] }, "description": "", "meta": {}, "docs": { "show": true, "node_color": null }, "patch_path": null, "arguments": [], - "created_at": 1693603073.751426, + "created_at": 1699027426.529939, "supported_languages": null }, - "macro.dbt.default__array_construct": { - "name": "default__array_construct", + "macro.elementary.bigquery__edr_type_date": { + "name": "bigquery__edr_type_date", "resource_type": "macro", - "package_name": "dbt", - "path": "macros/utils/array_construct.sql", - "original_file_path": "macros/utils/array_construct.sql", - "unique_id": "macro.dbt.default__array_construct", - "macro_sql": "{% macro default__array_construct(inputs, data_type) -%}\n {% if inputs|length > 0 %}\n array[ {{ inputs|join(' , ') }} ]\n {% else %}\n array[]::{{data_type}}[]\n {% endif %}\n{%- endmacro %}", + "package_name": "elementary", + "path": "macros/utils/data_types/data_type.sql", + "original_file_path": "macros/utils/data_types/data_type.sql", + "unique_id": "macro.elementary.bigquery__edr_type_date", + "macro_sql": "{% macro bigquery__edr_type_date() %}\n date\n{% endmacro %}", "depends_on": { "macros": [] }, "description": "", "meta": {}, "docs": { "show": true, "node_color": null }, "patch_path": null, "arguments": [], - "created_at": 1693603073.751652, + "created_at": 1699027426.5300102, "supported_languages": null }, - "macro.dbt.array_append": { - "name": "array_append", + "macro.elementary.get_column_size": { + "name": "get_column_size", "resource_type": "macro", - "package_name": "dbt", - "path": "macros/utils/array_append.sql", - "original_file_path": "macros/utils/array_append.sql", - "unique_id": "macro.dbt.array_append", - "macro_sql": "{% macro array_append(array, new_element) -%}\n {{ return(adapter.dispatch('array_append', 'dbt')(array, new_element)) }}\n{%- endmacro %}", - "depends_on": { "macros": ["macro.dbt.default__array_append"] }, + "package_name": "elementary", + "path": "macros/utils/data_types/data_size.sql", + "original_file_path": "macros/utils/data_types/data_size.sql", + "unique_id": "macro.elementary.get_column_size", + "macro_sql": "{% macro get_column_size() %}\n {{ return(adapter.dispatch('get_column_size', 'elementary')()) }}\n{% endmacro %}", + "depends_on": { + "macros": ["macro.elementary.snowflake__get_column_size"] + }, "description": "", "meta": {}, "docs": { "show": true, "node_color": null }, "patch_path": null, "arguments": [], - "created_at": 1693603073.7519202, + "created_at": 1699027426.5304341, "supported_languages": null }, - "macro.dbt.default__array_append": { - "name": "default__array_append", + "macro.elementary.default__get_column_size": { + "name": "default__get_column_size", "resource_type": "macro", - "package_name": "dbt", - "path": "macros/utils/array_append.sql", - "original_file_path": "macros/utils/array_append.sql", - "unique_id": "macro.dbt.default__array_append", - "macro_sql": "{% macro default__array_append(array, new_element) -%}\n array_append({{ array }}, {{ new_element }})\n{%- endmacro %}", - "depends_on": { "macros": [] }, + "package_name": "elementary", + "path": "macros/utils/data_types/data_size.sql", + "original_file_path": "macros/utils/data_types/data_size.sql", + "unique_id": "macro.elementary.default__get_column_size", + "macro_sql": "{% macro default__get_column_size() %}\n {{ return(elementary.get_config_var('long_string_size')) }}\n{% endmacro %}", + "depends_on": { "macros": ["macro.elementary.get_config_var"] }, "description": "", "meta": {}, "docs": { "show": true, "node_color": null }, "patch_path": null, "arguments": [], - "created_at": 1693603073.752052, + "created_at": 1699027426.530584, "supported_languages": null }, - "macro.dbt.create_schema": { - "name": "create_schema", + "macro.elementary.postgres__get_column_size": { + "name": "postgres__get_column_size", "resource_type": "macro", - "package_name": "dbt", - "path": "macros/adapters/schema.sql", - "original_file_path": "macros/adapters/schema.sql", - "unique_id": "macro.dbt.create_schema", - "macro_sql": "{% macro create_schema(relation) -%}\n {{ adapter.dispatch('create_schema', 'dbt')(relation) }}\n{% endmacro %}", - "depends_on": { "macros": ["macro.dbt.default__create_schema"] }, + "package_name": "elementary", + "path": "macros/utils/data_types/data_size.sql", + "original_file_path": "macros/utils/data_types/data_size.sql", + "unique_id": "macro.elementary.postgres__get_column_size", + "macro_sql": "{% macro postgres__get_column_size() %}\n {{ return(none) }}\n{% endmacro %}", + "depends_on": { "macros": [] }, "description": "", "meta": {}, "docs": { "show": true, "node_color": null }, "patch_path": null, "arguments": [], - "created_at": 1693603073.752415, + "created_at": 1699027426.5308201, "supported_languages": null }, - "macro.dbt.default__create_schema": { - "name": "default__create_schema", + "macro.elementary.snowflake__get_column_size": { + "name": "snowflake__get_column_size", "resource_type": "macro", - "package_name": "dbt", - "path": "macros/adapters/schema.sql", - "original_file_path": "macros/adapters/schema.sql", - "unique_id": "macro.dbt.default__create_schema", - "macro_sql": "{% macro default__create_schema(relation) -%}\n {%- call statement('create_schema') -%}\n create schema if not exists {{ relation.without_identifier() }}\n {% endcall %}\n{% endmacro %}", - "depends_on": { "macros": ["macro.dbt.statement"] }, + "package_name": "elementary", + "path": "macros/utils/data_types/data_size.sql", + "original_file_path": "macros/utils/data_types/data_size.sql", + "unique_id": "macro.elementary.snowflake__get_column_size", + "macro_sql": "{% macro snowflake__get_column_size() %}\n {{ return(16777216) }}\n{% endmacro %}", + "depends_on": { "macros": [] }, "description": "", "meta": {}, "docs": { "show": true, "node_color": null }, "patch_path": null, "arguments": [], - "created_at": 1693603073.752587, + "created_at": 1699027426.530935, "supported_languages": null }, - "macro.dbt.drop_schema": { - "name": "drop_schema", + "macro.elementary.bigquery__get_column_size": { + "name": "bigquery__get_column_size", "resource_type": "macro", - "package_name": "dbt", - "path": "macros/adapters/schema.sql", - "original_file_path": "macros/adapters/schema.sql", - "unique_id": "macro.dbt.drop_schema", - "macro_sql": "{% macro drop_schema(relation) -%}\n {{ adapter.dispatch('drop_schema', 'dbt')(relation) }}\n{% endmacro %}", - "depends_on": { "macros": ["macro.dbt.default__drop_schema"] }, + "package_name": "elementary", + "path": "macros/utils/data_types/data_size.sql", + "original_file_path": "macros/utils/data_types/data_size.sql", + "unique_id": "macro.elementary.bigquery__get_column_size", + "macro_sql": "{% macro bigquery__get_column_size() %}\n {{ return(10485760) }}\n{% endmacro %}", + "depends_on": { "macros": [] }, "description": "", "meta": {}, "docs": { "show": true, "node_color": null }, "patch_path": null, "arguments": [], - "created_at": 1693603073.752741, + "created_at": 1699027426.531043, "supported_languages": null }, - "macro.dbt.default__drop_schema": { - "name": "default__drop_schema", + "macro.elementary.redshift__get_column_size": { + "name": "redshift__get_column_size", "resource_type": "macro", - "package_name": "dbt", - "path": "macros/adapters/schema.sql", - "original_file_path": "macros/adapters/schema.sql", - "unique_id": "macro.dbt.default__drop_schema", - "macro_sql": "{% macro default__drop_schema(relation) -%}\n {%- call statement('drop_schema') -%}\n drop schema if exists {{ relation.without_identifier() }} cascade\n {% endcall %}\n{% endmacro %}", - "depends_on": { "macros": ["macro.dbt.statement"] }, + "package_name": "elementary", + "path": "macros/utils/data_types/data_size.sql", + "original_file_path": "macros/utils/data_types/data_size.sql", + "unique_id": "macro.elementary.redshift__get_column_size", + "macro_sql": "{% macro redshift__get_column_size() %}\n {{ return(elementary.default__get_column_size()) }}\n{% endmacro %}", + "depends_on": { + "macros": ["macro.elementary.default__get_column_size"] + }, "description": "", "meta": {}, "docs": { "show": true, "node_color": null }, "patch_path": null, "arguments": [], - "created_at": 1693603073.7529101, + "created_at": 1699027426.531165, "supported_languages": null }, - "macro.dbt.current_timestamp": { - "name": "current_timestamp", + "macro.elementary.normalize_data_type": { + "name": "normalize_data_type", "resource_type": "macro", - "package_name": "dbt", - "path": "macros/adapters/timestamps.sql", - "original_file_path": "macros/adapters/timestamps.sql", - "unique_id": "macro.dbt.current_timestamp", - "macro_sql": "{%- macro current_timestamp() -%}\n {{ adapter.dispatch('current_timestamp', 'dbt')() }}\n{%- endmacro -%}\n\n", - "depends_on": { - "macros": ["macro.dbt_snowflake.snowflake__current_timestamp"] - }, + "package_name": "elementary", + "path": "macros/utils/data_types/normalize_data_type.sql", + "original_file_path": "macros/utils/data_types/normalize_data_type.sql", + "unique_id": "macro.elementary.normalize_data_type", + "macro_sql": "{% macro normalize_data_type(data_type) %}\n\n {# In case data type has precision info - e.g. decimal is in the format decimal(p,s) #}\n {%- if '(' in data_type %}\n {%- set data_type = data_type.split('(')[0] %}\n {%- endif %}\n\n {%- if data_type is defined and data_type is not none %}\n {%- if data_type in elementary.data_type_list('string') %}\n {{ return('string') }}\n {%- elif data_type in elementary.data_type_list('numeric') %}\n {{ return('numeric') }}\n {%- elif data_type in elementary.data_type_list('timestamp') %}\n {{ return('timestamp') }}\n {%- else %}\n {{ return('other') }}\n {% endif %}\n {%- endif %}\n{% endmacro %}", + "depends_on": { "macros": ["macro.elementary.data_type_list"] }, "description": "", "meta": {}, "docs": { "show": true, "node_color": null }, "patch_path": null, "arguments": [], - "created_at": 1693603073.7533991, + "created_at": 1699027426.532077, "supported_languages": null }, - "macro.dbt.default__current_timestamp": { - "name": "default__current_timestamp", + "macro.elementary.null_int": { + "name": "null_int", "resource_type": "macro", - "package_name": "dbt", - "path": "macros/adapters/timestamps.sql", - "original_file_path": "macros/adapters/timestamps.sql", - "unique_id": "macro.dbt.default__current_timestamp", - "macro_sql": "{% macro default__current_timestamp() -%}\n {{ exceptions.raise_not_implemented(\n 'current_timestamp macro not implemented for adapter ' + adapter.type()) }}\n{%- endmacro %}", - "depends_on": { "macros": [] }, + "package_name": "elementary", + "path": "macros/utils/data_types/null_as.sql", + "original_file_path": "macros/utils/data_types/null_as.sql", + "unique_id": "macro.elementary.null_int", + "macro_sql": "{%- macro null_int() -%}\n cast(null as {{ elementary.edr_type_int() }})\n{%- endmacro -%}\n\n", + "depends_on": { "macros": ["macro.elementary.edr_type_int"] }, "description": "", "meta": {}, "docs": { "show": true, "node_color": null }, "patch_path": null, "arguments": [], - "created_at": 1693603073.753545, + "created_at": 1699027426.5323148, "supported_languages": null }, - "macro.dbt.snapshot_get_time": { - "name": "snapshot_get_time", + "macro.elementary.null_timestamp": { + "name": "null_timestamp", "resource_type": "macro", - "package_name": "dbt", - "path": "macros/adapters/timestamps.sql", - "original_file_path": "macros/adapters/timestamps.sql", - "unique_id": "macro.dbt.snapshot_get_time", - "macro_sql": "\n\n{%- macro snapshot_get_time() -%}\n {{ adapter.dispatch('snapshot_get_time', 'dbt')() }}\n{%- endmacro -%}\n\n", - "depends_on": { - "macros": ["macro.dbt_snowflake.snowflake__snapshot_get_time"] - }, + "package_name": "elementary", + "path": "macros/utils/data_types/null_as.sql", + "original_file_path": "macros/utils/data_types/null_as.sql", + "unique_id": "macro.elementary.null_timestamp", + "macro_sql": "{%- macro null_timestamp() -%}\n cast(null as {{ elementary.edr_type_timestamp() }})\n{%- endmacro -%}\n\n", + "depends_on": { "macros": ["macro.elementary.edr_type_timestamp"] }, "description": "", "meta": {}, "docs": { "show": true, "node_color": null }, "patch_path": null, "arguments": [], - "created_at": 1693603073.753678, + "created_at": 1699027426.5324218, "supported_languages": null }, - "macro.dbt.default__snapshot_get_time": { - "name": "default__snapshot_get_time", + "macro.elementary.null_float": { + "name": "null_float", "resource_type": "macro", - "package_name": "dbt", - "path": "macros/adapters/timestamps.sql", - "original_file_path": "macros/adapters/timestamps.sql", - "unique_id": "macro.dbt.default__snapshot_get_time", - "macro_sql": "{% macro default__snapshot_get_time() %}\n {{ current_timestamp() }}\n{% endmacro %}", - "depends_on": { "macros": ["macro.dbt.current_timestamp"] }, + "package_name": "elementary", + "path": "macros/utils/data_types/null_as.sql", + "original_file_path": "macros/utils/data_types/null_as.sql", + "unique_id": "macro.elementary.null_float", + "macro_sql": "{%- macro null_float() -%}\n cast(null as {{ elementary.edr_type_float() }})\n{%- endmacro -%}\n\n", + "depends_on": { "macros": ["macro.elementary.edr_type_float"] }, "description": "", "meta": {}, "docs": { "show": true, "node_color": null }, "patch_path": null, "arguments": [], - "created_at": 1693603073.753778, + "created_at": 1699027426.532531, "supported_languages": null }, - "macro.dbt.current_timestamp_backcompat": { - "name": "current_timestamp_backcompat", + "macro.elementary.null_string": { + "name": "null_string", "resource_type": "macro", - "package_name": "dbt", - "path": "macros/adapters/timestamps.sql", - "original_file_path": "macros/adapters/timestamps.sql", - "unique_id": "macro.dbt.current_timestamp_backcompat", - "macro_sql": "{% macro current_timestamp_backcompat() %}\n {{ return(adapter.dispatch('current_timestamp_backcompat', 'dbt')()) }}\n{% endmacro %}", - "depends_on": { - "macros": [ - "macro.dbt_snowflake.snowflake__current_timestamp_backcompat" - ] - }, + "package_name": "elementary", + "path": "macros/utils/data_types/null_as.sql", + "original_file_path": "macros/utils/data_types/null_as.sql", + "unique_id": "macro.elementary.null_string", + "macro_sql": "{% macro null_string() %}\n cast(null as {{ elementary.edr_type_string() }})\n{% endmacro %}", + "depends_on": { "macros": ["macro.elementary.edr_type_string"] }, "description": "", "meta": {}, "docs": { "show": true, "node_color": null }, "patch_path": null, "arguments": [], - "created_at": 1693603073.7539358, + "created_at": 1699027426.532637, "supported_languages": null }, - "macro.dbt.default__current_timestamp_backcompat": { - "name": "default__current_timestamp_backcompat", + "macro.elementary.empty_dict_keys_to_none": { + "name": "empty_dict_keys_to_none", "resource_type": "macro", - "package_name": "dbt", - "path": "macros/adapters/timestamps.sql", - "original_file_path": "macros/adapters/timestamps.sql", - "unique_id": "macro.dbt.default__current_timestamp_backcompat", - "macro_sql": "{% macro default__current_timestamp_backcompat() %}\n current_timestamp::timestamp\n{% endmacro %}", + "package_name": "elementary", + "path": "macros/utils/dict_utils/empty_dict_keys_to_none.sql", + "original_file_path": "macros/utils/dict_utils/empty_dict_keys_to_none.sql", + "unique_id": "macro.elementary.empty_dict_keys_to_none", + "macro_sql": "{% macro empty_dict_keys_to_none(dict) %}\n {% for key in dict %}\n {% if not dict[key] %}\n {% do dict.update({key: none}) %}\n {% endif %}\n {% endfor %}\n {{ return(dict) }}\n{% endmacro %}", "depends_on": { "macros": [] }, "description": "", "meta": {}, "docs": { "show": true, "node_color": null }, "patch_path": null, "arguments": [], - "created_at": 1693603073.754007, + "created_at": 1699027426.533035, "supported_languages": null }, - "macro.dbt.current_timestamp_in_utc_backcompat": { - "name": "current_timestamp_in_utc_backcompat", + "macro.elementary.insensitive_get_dict_value": { + "name": "insensitive_get_dict_value", "resource_type": "macro", - "package_name": "dbt", - "path": "macros/adapters/timestamps.sql", - "original_file_path": "macros/adapters/timestamps.sql", - "unique_id": "macro.dbt.current_timestamp_in_utc_backcompat", - "macro_sql": "{% macro current_timestamp_in_utc_backcompat() %}\n {{ return(adapter.dispatch('current_timestamp_in_utc_backcompat', 'dbt')()) }}\n{% endmacro %}", + "package_name": "elementary", + "path": "macros/utils/dict_utils/insensitive_get_dict_value.sql", + "original_file_path": "macros/utils/dict_utils/insensitive_get_dict_value.sql", + "unique_id": "macro.elementary.insensitive_get_dict_value", + "macro_sql": "{% macro insensitive_get_dict_value(dict, key, default) -%}\n {% set value = elementary.safe_get_with_default(dict, key) %}\n {%- if value is not none -%}\n {{- return(value) -}}\n {%- endif %}\n {% set value = elementary.safe_get_with_default(dict, key.lower()) %}\n {%- if value is not none -%}\n {{- return(value) -}}\n {%- endif %}\n {% set value = elementary.safe_get_with_default(dict, key.upper()) %}\n {%- if value is not none -%}\n {{- return(value) -}}\n {%- endif %}\n {%- if default is defined -%}\n {{- return(default) -}}\n {% else %}\n {{ return(none) }}\n {% endif %}\n{%- endmacro %}", "depends_on": { - "macros": [ - "macro.dbt_snowflake.snowflake__current_timestamp_in_utc_backcompat" - ] + "macros": ["macro.elementary.safe_get_with_default"] }, "description": "", "meta": {}, "docs": { "show": true, "node_color": null }, "patch_path": null, "arguments": [], - "created_at": 1693603073.7541618, + "created_at": 1699027426.534016, "supported_languages": null }, - "macro.dbt.default__current_timestamp_in_utc_backcompat": { - "name": "default__current_timestamp_in_utc_backcompat", + "macro.elementary.safe_get_with_default": { + "name": "safe_get_with_default", "resource_type": "macro", - "package_name": "dbt", - "path": "macros/adapters/timestamps.sql", - "original_file_path": "macros/adapters/timestamps.sql", - "unique_id": "macro.dbt.default__current_timestamp_in_utc_backcompat", - "macro_sql": "{% macro default__current_timestamp_in_utc_backcompat() %}\n {{ return(adapter.dispatch('current_timestamp_backcompat', 'dbt')()) }}\n{% endmacro %}", - "depends_on": { - "macros": [ - "macro.dbt.current_timestamp_backcompat", - "macro.dbt_snowflake.snowflake__current_timestamp_backcompat" - ] - }, + "package_name": "elementary", + "path": "macros/utils/dict_utils/safe_get_with_default_value.sql", + "original_file_path": "macros/utils/dict_utils/safe_get_with_default_value.sql", + "unique_id": "macro.elementary.safe_get_with_default", + "macro_sql": "{% macro safe_get_with_default(dict, key, default) %}\n {% set value = dict.get(key) %}\n {% if value is defined and value is not none %}\n {{ return(value) }}\n {% endif %}\n {% if default is defined %}\n {{ return(default) }}\n {% endif %}\n {{ return(none) }}\n{% endmacro %}", + "depends_on": { "macros": [] }, "description": "", "meta": {}, "docs": { "show": true, "node_color": null }, "patch_path": null, "arguments": [], - "created_at": 1693603073.7543192, + "created_at": 1699027426.534524, "supported_languages": null }, - "macro.dbt.get_create_index_sql": { - "name": "get_create_index_sql", + "macro.elementary.get_node_execution_id": { + "name": "get_node_execution_id", "resource_type": "macro", - "package_name": "dbt", - "path": "macros/adapters/indexes.sql", - "original_file_path": "macros/adapters/indexes.sql", - "unique_id": "macro.dbt.get_create_index_sql", - "macro_sql": "{% macro get_create_index_sql(relation, index_dict) -%}\n {{ return(adapter.dispatch('get_create_index_sql', 'dbt')(relation, index_dict)) }}\n{% endmacro %}", - "depends_on": { - "macros": ["macro.dbt.default__get_create_index_sql"] - }, + "package_name": "elementary", + "path": "macros/utils/graph/get_node_execution_id.sql", + "original_file_path": "macros/utils/graph/get_node_execution_id.sql", + "unique_id": "macro.elementary.get_node_execution_id", + "macro_sql": "{% macro get_node_execution_id(node) %}\n {% set node_execution_id = [invocation_id, node.get('unique_id')] | join('.') %}\n {{ return(node_execution_id) }}\n{% endmacro %}", + "depends_on": { "macros": [] }, "description": "", "meta": {}, "docs": { "show": true, "node_color": null }, "patch_path": null, "arguments": [], - "created_at": 1693603073.755151, + "created_at": 1699027426.534803, "supported_languages": null }, - "macro.dbt.default__get_create_index_sql": { - "name": "default__get_create_index_sql", + "macro.elementary.get_compiled_code": { + "name": "get_compiled_code", "resource_type": "macro", - "package_name": "dbt", - "path": "macros/adapters/indexes.sql", - "original_file_path": "macros/adapters/indexes.sql", - "unique_id": "macro.dbt.default__get_create_index_sql", - "macro_sql": "{% macro default__get_create_index_sql(relation, index_dict) -%}\n {% do return(None) %}\n{% endmacro %}", - "depends_on": { "macros": [] }, + "package_name": "elementary", + "path": "macros/utils/graph/get_compiled_code.sql", + "original_file_path": "macros/utils/graph/get_compiled_code.sql", + "unique_id": "macro.elementary.get_compiled_code", + "macro_sql": "{% macro get_compiled_code(node) %}\n {% do return(adapter.dispatch(\"get_compiled_code\", \"elementary\")(node)) %}\n{% endmacro %}", + "depends_on": { + "macros": ["macro.elementary.default__get_compiled_code"] + }, "description": "", "meta": {}, "docs": { "show": true, "node_color": null }, "patch_path": null, "arguments": [], - "created_at": 1693603073.755349, + "created_at": 1699027426.535167, "supported_languages": null }, - "macro.dbt.create_indexes": { - "name": "create_indexes", + "macro.elementary.default__get_compiled_code": { + "name": "default__get_compiled_code", "resource_type": "macro", - "package_name": "dbt", - "path": "macros/adapters/indexes.sql", - "original_file_path": "macros/adapters/indexes.sql", - "unique_id": "macro.dbt.create_indexes", - "macro_sql": "{% macro create_indexes(relation) -%}\n {{ adapter.dispatch('create_indexes', 'dbt')(relation) }}\n{%- endmacro %}", - "depends_on": { "macros": ["macro.dbt.default__create_indexes"] }, + "package_name": "elementary", + "path": "macros/utils/graph/get_compiled_code.sql", + "original_file_path": "macros/utils/graph/get_compiled_code.sql", + "unique_id": "macro.elementary.default__get_compiled_code", + "macro_sql": "{% macro default__get_compiled_code(node) %}\n {% do return(node.get('compiled_code') or node.get('compiled_sql')) %}\n{% endmacro %}", + "depends_on": { "macros": [] }, "description": "", "meta": {}, "docs": { "show": true, "node_color": null }, "patch_path": null, "arguments": [], - "created_at": 1693603073.755502, + "created_at": 1699027426.535363, "supported_languages": null }, - "macro.dbt.default__create_indexes": { - "name": "default__create_indexes", + "macro.elementary.redshift__get_compiled_code": { + "name": "redshift__get_compiled_code", "resource_type": "macro", - "package_name": "dbt", - "path": "macros/adapters/indexes.sql", - "original_file_path": "macros/adapters/indexes.sql", - "unique_id": "macro.dbt.default__create_indexes", - "macro_sql": "{% macro default__create_indexes(relation) -%}\n {%- set _indexes = config.get('indexes', default=[]) -%}\n\n {% for _index_dict in _indexes %}\n {% set create_index_sql = get_create_index_sql(relation, _index_dict) %}\n {% if create_index_sql %}\n {% do run_query(create_index_sql) %}\n {% endif %}\n {% endfor %}\n{% endmacro %}", - "depends_on": { - "macros": [ - "macro.dbt.get_create_index_sql", - "macro.dbt.run_query" - ] - }, + "package_name": "elementary", + "path": "macros/utils/graph/get_compiled_code.sql", + "original_file_path": "macros/utils/graph/get_compiled_code.sql", + "unique_id": "macro.elementary.redshift__get_compiled_code", + "macro_sql": "{% macro redshift__get_compiled_code(node) %}\n {% set compilde_code = node.get('compiled_code') or node.get('compiled_sql') %}\n {% if not compilde_code %}\n {% do return(none) %}\n {% else %}\n {% do return(compilde_code.replace(\"%\", \"%%\")) %}\n {% endif %}\n{% endmacro %}", + "depends_on": { "macros": ["macro.dbt.replace"] }, "description": "", "meta": {}, "docs": { "show": true, "node_color": null }, "patch_path": null, "arguments": [], - "created_at": 1693603073.755875, + "created_at": 1699027426.535742, "supported_languages": null }, - "macro.dbt.get_drop_index_sql": { - "name": "get_drop_index_sql", + "macro.elementary.get_node": { + "name": "get_node", "resource_type": "macro", - "package_name": "dbt", - "path": "macros/adapters/indexes.sql", - "original_file_path": "macros/adapters/indexes.sql", - "unique_id": "macro.dbt.get_drop_index_sql", - "macro_sql": "{% macro get_drop_index_sql(relation, index_name) -%}\n {{ adapter.dispatch('get_drop_index_sql', 'dbt')(relation, index_name) }}\n{%- endmacro %}", - "depends_on": { - "macros": ["macro.dbt.default__get_drop_index_sql"] - }, + "package_name": "elementary", + "path": "macros/utils/graph/get_node.sql", + "original_file_path": "macros/utils/graph/get_node.sql", + "unique_id": "macro.elementary.get_node", + "macro_sql": "{% macro get_node(node_unique_id) %}\n {# First let's try to find it in regular nodes #}\n {%- set node = graph.nodes.get(node_unique_id) -%}\n {%- if not node -%}\n {# If not found let's try to find it in source nodes #}\n {%- set node = graph.sources.get(node_unique_id) -%}\n {%- endif -%}\n {{ return(node) }}\n{% endmacro %}", + "depends_on": { "macros": [] }, "description": "", "meta": {}, "docs": { "show": true, "node_color": null }, "patch_path": null, "arguments": [], - "created_at": 1693603073.756055, + "created_at": 1699027426.536119, "supported_languages": null }, - "macro.dbt.default__get_drop_index_sql": { - "name": "default__get_drop_index_sql", + "macro.elementary.get_elementary_config_from_node": { + "name": "get_elementary_config_from_node", "resource_type": "macro", - "package_name": "dbt", - "path": "macros/adapters/indexes.sql", - "original_file_path": "macros/adapters/indexes.sql", - "unique_id": "macro.dbt.default__get_drop_index_sql", - "macro_sql": "{% macro default__get_drop_index_sql(relation, index_name) -%}\n {{ exceptions.raise_compiler_error(\"`get_drop_index_sql has not been implemented for this adapter.\") }}\n{%- endmacro %}", + "package_name": "elementary", + "path": "macros/utils/graph/get_elementary_config_from_node.sql", + "original_file_path": "macros/utils/graph/get_elementary_config_from_node.sql", + "unique_id": "macro.elementary.get_elementary_config_from_node", + "macro_sql": "{% macro get_elementary_config_from_node(node) %}\n {% set res = {} %}\n {% set node_config = node.get('config') %}\n {% if node_config %}\n {% set elementary_config = node.config.get('elementary') %}\n {% if elementary_config and elementary_config is mapping %}\n {% do res.update(elementary_config) %}\n {% endif %}\n {% set config_meta = node.config.get('meta') %}\n {% if config_meta and config_meta is mapping %}\n {% set elementary_config = config_meta.get('elementary') %}\n {% if elementary_config and elementary_config is mapping %}\n {% do res.update(elementary_config) %}\n {% endif %}\n {% endif %}\n {% endif %}\n {% set node_meta = node.get('meta') %}\n {% if node_meta and node_meta is mapping %}\n {% set elementary_config = node_meta.get('elementary') %}\n {% if elementary_config and elementary_config is mapping %}\n {% do res.update(elementary_config) %}\n {% endif %}\n {% endif %}\n {{ return(res) }}\n{% endmacro %}", "depends_on": { "macros": [] }, "description": "", "meta": {}, "docs": { "show": true, "node_color": null }, "patch_path": null, "arguments": [], - "created_at": 1693603073.756186, + "created_at": 1699027426.5378802, "supported_languages": null }, - "macro.dbt.get_show_indexes_sql": { - "name": "get_show_indexes_sql", + "macro.elementary.get_cache": { + "name": "get_cache", "resource_type": "macro", - "package_name": "dbt", - "path": "macros/adapters/indexes.sql", - "original_file_path": "macros/adapters/indexes.sql", - "unique_id": "macro.dbt.get_show_indexes_sql", - "macro_sql": "{% macro get_show_indexes_sql(relation) -%}\n {{ adapter.dispatch('get_show_indexes_sql', 'dbt')(relation) }}\n{%- endmacro %}", - "depends_on": { - "macros": ["macro.dbt.default__get_show_indexes_sql"] - }, + "package_name": "elementary", + "path": "macros/utils/graph/get_cache.sql", + "original_file_path": "macros/utils/graph/get_cache.sql", + "unique_id": "macro.elementary.get_cache", + "macro_sql": "{% macro get_cache(entry, default=none) %}\n {% if execute %}\n {{ return(graph.get(\"elementary\", {}).get(entry, default)) }}\n {% endif %}\n {{ return(none) }}\n{% endmacro %}", + "depends_on": { "macros": [] }, "description": "", "meta": {}, "docs": { "show": true, "node_color": null }, "patch_path": null, "arguments": [], - "created_at": 1693603073.756348, + "created_at": 1699027426.538282, "supported_languages": null }, - "macro.dbt.default__get_show_indexes_sql": { - "name": "default__get_show_indexes_sql", + "macro.elementary.get_nodes_from_graph": { + "name": "get_nodes_from_graph", "resource_type": "macro", - "package_name": "dbt", - "path": "macros/adapters/indexes.sql", - "original_file_path": "macros/adapters/indexes.sql", - "unique_id": "macro.dbt.default__get_show_indexes_sql", - "macro_sql": "{% macro default__get_show_indexes_sql(relation) -%}\n {{ exceptions.raise_compiler_error(\"`get_show_indexes_sql has not been implemented for this adapter.\") }}\n{%- endmacro %}", + "package_name": "elementary", + "path": "macros/utils/graph/get_nodes_from_graph.sql", + "original_file_path": "macros/utils/graph/get_nodes_from_graph.sql", + "unique_id": "macro.elementary.get_nodes_from_graph", + "macro_sql": "{% macro get_nodes_from_graph() %}\n {% set nodes = [] %}\n {% do nodes.extend(graph.sources.values()) %}\n {% do nodes.extend(graph.nodes.values()) %}\n {{ return(nodes) }}\n{% endmacro %}", "depends_on": { "macros": [] }, "description": "", "meta": {}, "docs": { "show": true, "node_color": null }, "patch_path": null, "arguments": [], - "created_at": 1693603073.756465, + "created_at": 1699027426.538641, "supported_languages": null }, - "macro.dbt.make_intermediate_relation": { - "name": "make_intermediate_relation", + "macro.elementary.is_ephemeral_model": { + "name": "is_ephemeral_model", "resource_type": "macro", - "package_name": "dbt", - "path": "macros/adapters/relation.sql", - "original_file_path": "macros/adapters/relation.sql", - "unique_id": "macro.dbt.make_intermediate_relation", - "macro_sql": "{% macro make_intermediate_relation(base_relation, suffix='__dbt_tmp') %}\n {{ return(adapter.dispatch('make_intermediate_relation', 'dbt')(base_relation, suffix)) }}\n{% endmacro %}", - "depends_on": { - "macros": ["macro.dbt.default__make_intermediate_relation"] - }, + "package_name": "elementary", + "path": "macros/utils/graph/is_ephemeral_model.sql", + "original_file_path": "macros/utils/graph/is_ephemeral_model.sql", + "unique_id": "macro.elementary.is_ephemeral_model", + "macro_sql": "{% macro is_ephemeral_model(model_relation) %}\n {% do return(\n model_relation.is_cte\n ) %}\n{% endmacro %}", + "depends_on": { "macros": [] }, "description": "", "meta": {}, "docs": { "show": true, "node_color": null }, "patch_path": null, "arguments": [], - "created_at": 1693603073.7592351, + "created_at": 1699027426.5388281, "supported_languages": null }, - "macro.dbt.default__make_intermediate_relation": { - "name": "default__make_intermediate_relation", + "macro.elementary.get_package_database_and_schema": { + "name": "get_package_database_and_schema", "resource_type": "macro", - "package_name": "dbt", - "path": "macros/adapters/relation.sql", - "original_file_path": "macros/adapters/relation.sql", - "unique_id": "macro.dbt.default__make_intermediate_relation", - "macro_sql": "{% macro default__make_intermediate_relation(base_relation, suffix) %}\n {{ return(default__make_temp_relation(base_relation, suffix)) }}\n{% endmacro %}", - "depends_on": { - "macros": ["macro.dbt.default__make_temp_relation"] - }, + "package_name": "elementary", + "path": "macros/utils/graph/get_package_database_and_schema.sql", + "original_file_path": "macros/utils/graph/get_package_database_and_schema.sql", + "unique_id": "macro.elementary.get_package_database_and_schema", + "macro_sql": "{% macro get_package_database_and_schema(package_name='elementary') %}\n {% if execute %}\n {% set node_in_package = graph.nodes.values()\n | selectattr(\"resource_type\", \"==\", \"model\")\n | selectattr(\"package_name\", \"==\", package_name) | first %}\n {% if node_in_package %}\n {{ return([node_in_package.database, node_in_package.schema]) }}\n {% endif %}\n {% endif %}\n {{ return([none, none]) }}\n{% endmacro %}", + "depends_on": { "macros": [] }, "description": "", "meta": {}, "docs": { "show": true, "node_color": null }, "patch_path": null, "arguments": [], - "created_at": 1693603073.759397, + "created_at": 1699027426.539466, "supported_languages": null }, - "macro.dbt.make_temp_relation": { - "name": "make_temp_relation", + "macro.elementary.get_parent_model_unique_ids_from_test_node": { + "name": "get_parent_model_unique_ids_from_test_node", "resource_type": "macro", - "package_name": "dbt", - "path": "macros/adapters/relation.sql", - "original_file_path": "macros/adapters/relation.sql", - "unique_id": "macro.dbt.make_temp_relation", - "macro_sql": "{% macro make_temp_relation(base_relation, suffix='__dbt_tmp') %}\n {{ return(adapter.dispatch('make_temp_relation', 'dbt')(base_relation, suffix)) }}\n{% endmacro %}", - "depends_on": { - "macros": ["macro.dbt.default__make_temp_relation"] - }, + "package_name": "elementary", + "path": "macros/utils/graph/get_parent_model_unique_ids_from_test_node.sql", + "original_file_path": "macros/utils/graph/get_parent_model_unique_ids_from_test_node.sql", + "unique_id": "macro.elementary.get_parent_model_unique_ids_from_test_node", + "macro_sql": "{% macro get_parent_model_unique_ids_from_test_node(test_node) %}\n {% set nodes_in_current_package = [] %}\n {% set test_depends_on = test_node.get('depends_on') %}\n {% if test_depends_on %}\n {% set depends_on_nodes = test_depends_on.get('nodes') %}\n {% if depends_on_nodes %}\n {% set current_package_name = test_node.get('package_name') %}\n {% if current_package_name %}\n {% set current_package_name = '.' ~ current_package_name ~ '.' %}\n {% for node in depends_on_nodes %}\n {% if current_package_name in node %}\n {% do nodes_in_current_package.append(node) %}\n {% endif %}\n {% endfor %}\n {% endif %}\n {% endif %}\n {% endif %}\n {{ return(nodes_in_current_package) }}\n{% endmacro %}", + "depends_on": { "macros": [] }, "description": "", "meta": {}, "docs": { "show": true, "node_color": null }, "patch_path": null, "arguments": [], - "created_at": 1693603073.759616, + "created_at": 1699027426.540606, "supported_languages": null }, - "macro.dbt.default__make_temp_relation": { - "name": "default__make_temp_relation", + "macro.elementary.get_nodes_by_unique_ids": { + "name": "get_nodes_by_unique_ids", "resource_type": "macro", - "package_name": "dbt", - "path": "macros/adapters/relation.sql", - "original_file_path": "macros/adapters/relation.sql", - "unique_id": "macro.dbt.default__make_temp_relation", - "macro_sql": "{% macro default__make_temp_relation(base_relation, suffix) %}\n {%- set temp_identifier = base_relation.identifier ~ suffix -%}\n {%- set temp_relation = base_relation.incorporate(\n path={\"identifier\": temp_identifier}) -%}\n\n {{ return(temp_relation) }}\n{% endmacro %}", - "depends_on": { "macros": [] }, + "package_name": "elementary", + "path": "macros/utils/graph/get_nodes_by_unique_ids.sql", + "original_file_path": "macros/utils/graph/get_nodes_by_unique_ids.sql", + "unique_id": "macro.elementary.get_nodes_by_unique_ids", + "macro_sql": "{% macro get_nodes_by_unique_ids(unique_ids) %}\n {% set nodes = []%}\n {% if execute %}\n {% if unique_ids and unique_ids is iterable %}\n {% for unique_id in unique_ids %}\n {% set node = elementary.get_node(unique_id) %}\n {% if node %}\n {% do nodes.append(node) %}\n {% endif %}\n {% endfor %}\n {% endif %}\n {% endif %}\n {{ return(nodes) }}\n{% endmacro %}", + "depends_on": { "macros": ["macro.elementary.get_node"] }, "description": "", "meta": {}, "docs": { "show": true, "node_color": null }, "patch_path": null, "arguments": [], - "created_at": 1693603073.759907, + "created_at": 1699027426.5413408, "supported_languages": null }, - "macro.dbt.make_backup_relation": { - "name": "make_backup_relation", + "macro.elementary.get_table_name_from_node": { + "name": "get_table_name_from_node", "resource_type": "macro", - "package_name": "dbt", - "path": "macros/adapters/relation.sql", - "original_file_path": "macros/adapters/relation.sql", - "unique_id": "macro.dbt.make_backup_relation", - "macro_sql": "{% macro make_backup_relation(base_relation, backup_relation_type, suffix='__dbt_backup') %}\n {{ return(adapter.dispatch('make_backup_relation', 'dbt')(base_relation, backup_relation_type, suffix)) }}\n{% endmacro %}", - "depends_on": { - "macros": ["macro.dbt.default__make_backup_relation"] - }, + "package_name": "elementary", + "path": "macros/utils/graph/get_table_name_from_node.sql", + "original_file_path": "macros/utils/graph/get_table_name_from_node.sql", + "unique_id": "macro.elementary.get_table_name_from_node", + "macro_sql": "{% macro get_table_name_from_node(node) %}\n {% if node.identifier %}\n {% set table_name = node.identifier %}\n {% elif node.alias %}\n {% set table_name = node.alias %}\n {% else %}\n {% set table_name = node.name %}\n {% endif %}\n {{ return(table_name) }}\n{% endmacro %}", + "depends_on": { "macros": [] }, "description": "", "meta": {}, "docs": { "show": true, "node_color": null }, "patch_path": null, "arguments": [], - "created_at": 1693603073.760146, + "created_at": 1699027426.54185, "supported_languages": null }, - "macro.dbt.default__make_backup_relation": { - "name": "default__make_backup_relation", + "macro.elementary.column_exists_in_relation": { + "name": "column_exists_in_relation", "resource_type": "macro", - "package_name": "dbt", - "path": "macros/adapters/relation.sql", - "original_file_path": "macros/adapters/relation.sql", - "unique_id": "macro.dbt.default__make_backup_relation", - "macro_sql": "{% macro default__make_backup_relation(base_relation, backup_relation_type, suffix) %}\n {%- set backup_identifier = base_relation.identifier ~ suffix -%}\n {%- set backup_relation = base_relation.incorporate(\n path={\"identifier\": backup_identifier},\n type=backup_relation_type\n ) -%}\n {{ return(backup_relation) }}\n{% endmacro %}", + "package_name": "elementary", + "path": "macros/utils/graph/column_exists_in_relation.sql", + "original_file_path": "macros/utils/graph/column_exists_in_relation.sql", + "unique_id": "macro.elementary.column_exists_in_relation", + "macro_sql": "{% macro column_exists_in_relation(relation, column_name) %}\n {% set columns = adapter.get_columns_in_relation(relation) %}\n {% for column in columns %}\n {% if column.name.lower() == column_name.lower() %}\n {% do return(true) %}\n {% endif %}\n {% endfor %}\n {% do return(false) %}\n{% endmacro %}", "depends_on": { "macros": [] }, "description": "", "meta": {}, "docs": { "show": true, "node_color": null }, "patch_path": null, "arguments": [], - "created_at": 1693603073.760452, + "created_at": 1699027426.542359, "supported_languages": null }, - "macro.dbt.truncate_relation": { - "name": "truncate_relation", + "macro.elementary.get_relation_from_node": { + "name": "get_relation_from_node", "resource_type": "macro", - "package_name": "dbt", - "path": "macros/adapters/relation.sql", - "original_file_path": "macros/adapters/relation.sql", - "unique_id": "macro.dbt.truncate_relation", - "macro_sql": "{% macro truncate_relation(relation) -%}\n {{ return(adapter.dispatch('truncate_relation', 'dbt')(relation)) }}\n{% endmacro %}", + "package_name": "elementary", + "path": "macros/utils/graph/get_relation_from_node.sql", + "original_file_path": "macros/utils/graph/get_relation_from_node.sql", + "unique_id": "macro.elementary.get_relation_from_node", + "macro_sql": "{% macro get_relation_from_node(node) %}\n {% do return(adapter.get_relation(database=node.database,\n schema=node.schema,\n identifier=get_table_name_from_node(node))) %}\n{% endmacro %}", "depends_on": { - "macros": ["macro.dbt_snowflake.snowflake__truncate_relation"] + "macros": ["macro.elementary.get_table_name_from_node"] }, "description": "", "meta": {}, "docs": { "show": true, "node_color": null }, "patch_path": null, "arguments": [], - "created_at": 1693603073.7606301, + "created_at": 1699027426.542658, "supported_languages": null }, - "macro.dbt.default__truncate_relation": { - "name": "default__truncate_relation", + "macro.elementary.get_node_by_name": { + "name": "get_node_by_name", "resource_type": "macro", - "package_name": "dbt", - "path": "macros/adapters/relation.sql", - "original_file_path": "macros/adapters/relation.sql", - "unique_id": "macro.dbt.default__truncate_relation", - "macro_sql": "{% macro default__truncate_relation(relation) -%}\n {% call statement('truncate_relation') -%}\n truncate table {{ relation }}\n {%- endcall %}\n{% endmacro %}", - "depends_on": { "macros": ["macro.dbt.statement"] }, + "package_name": "elementary", + "path": "macros/utils/graph/get_node_by_name.sql", + "original_file_path": "macros/utils/graph/get_node_by_name.sql", + "unique_id": "macro.elementary.get_node_by_name", + "macro_sql": "{% macro get_node_by_name(name) %}\n {%- set nodes = get_nodes_from_graph() -%}\n {% for node in nodes %}\n {% if node.name == name %}\n {% do return(node) %}\n {% endif %}\n {% endfor %}\n {{ return(none) }}\n{% endmacro %}", + "depends_on": { + "macros": ["macro.elementary.get_nodes_from_graph"] + }, "description": "", "meta": {}, "docs": { "show": true, "node_color": null }, "patch_path": null, "arguments": [], - "created_at": 1693603073.760789, + "created_at": 1699027426.543094, "supported_languages": null }, - "macro.dbt.rename_relation": { - "name": "rename_relation", + "macro.elementary.get_elementary_relation": { + "name": "get_elementary_relation", "resource_type": "macro", - "package_name": "dbt", - "path": "macros/adapters/relation.sql", - "original_file_path": "macros/adapters/relation.sql", - "unique_id": "macro.dbt.rename_relation", - "macro_sql": "{% macro rename_relation(from_relation, to_relation) -%}\n {{ return(adapter.dispatch('rename_relation', 'dbt')(from_relation, to_relation)) }}\n{% endmacro %}", + "package_name": "elementary", + "path": "macros/utils/graph/get_elementary_relation.sql", + "original_file_path": "macros/utils/graph/get_elementary_relation.sql", + "unique_id": "macro.elementary.get_elementary_relation", + "macro_sql": "{% macro get_elementary_relation(identifier) %}\n {% set elementary_database, elementary_schema = elementary.get_package_database_and_schema() %}\n {% if this and this.database == elementary_database and this.schema == elementary_schema and this.identifier == identifier %}\n {% do return(this) %}\n {% endif %}\n {% do return(adapter.get_relation(elementary_database, elementary_schema, identifier)) %}\n{% endmacro %}", "depends_on": { - "macros": ["macro.dbt_snowflake.snowflake__rename_relation"] + "macros": ["macro.elementary.get_package_database_and_schema"] }, "description": "", "meta": {}, "docs": { "show": true, "node_color": null }, "patch_path": null, "arguments": [], - "created_at": 1693603073.760982, + "created_at": 1699027426.5436008, "supported_languages": null }, - "macro.dbt.default__rename_relation": { - "name": "default__rename_relation", + "macro.elementary.is_incremental_model": { + "name": "is_incremental_model", "resource_type": "macro", - "package_name": "dbt", - "path": "macros/adapters/relation.sql", - "original_file_path": "macros/adapters/relation.sql", - "unique_id": "macro.dbt.default__rename_relation", - "macro_sql": "{% macro default__rename_relation(from_relation, to_relation) -%}\n {% set target_name = adapter.quote_as_configured(to_relation.identifier, 'identifier') %}\n {% call statement('rename_relation') -%}\n alter table {{ from_relation }} rename to {{ target_name }}\n {%- endcall %}\n{% endmacro %}", - "depends_on": { "macros": ["macro.dbt.statement"] }, + "package_name": "elementary", + "path": "macros/utils/graph/is_incremental_model.sql", + "original_file_path": "macros/utils/graph/is_incremental_model.sql", + "unique_id": "macro.elementary.is_incremental_model", + "macro_sql": "{% macro is_incremental_model(model_node, source_included=false) %}\n {% do return(\n (source_included and model_node.resource_type == \"source\")\n or\n (model_node.resource_type == \"model\" and model_node.config.materialized == \"incremental\")\n ) %}\n{% endmacro %}", + "depends_on": { "macros": [] }, "description": "", "meta": {}, "docs": { "show": true, "node_color": null }, "patch_path": null, "arguments": [], - "created_at": 1693603073.761255, + "created_at": 1699027426.5439308, "supported_languages": null }, - "macro.dbt.get_or_create_relation": { - "name": "get_or_create_relation", + "macro.elementary.get_result_node": { + "name": "get_result_node", "resource_type": "macro", - "package_name": "dbt", - "path": "macros/adapters/relation.sql", - "original_file_path": "macros/adapters/relation.sql", - "unique_id": "macro.dbt.get_or_create_relation", - "macro_sql": "{% macro get_or_create_relation(database, schema, identifier, type) -%}\n {{ return(adapter.dispatch('get_or_create_relation', 'dbt')(database, schema, identifier, type)) }}\n{% endmacro %}", - "depends_on": { - "macros": ["macro.dbt.default__get_or_create_relation"] - }, + "package_name": "elementary", + "path": "macros/utils/graph/get_result_node.sql", + "original_file_path": "macros/utils/graph/get_result_node.sql", + "unique_id": "macro.elementary.get_result_node", + "macro_sql": "{% macro get_result_node(identifier, package_name='elementary') %}\n {% for result in results %}\n {% if result.node.identifier == identifier %}\n {% if package_name %}\n {% if result.node.package_name == package_name %}\n {{ return(result.node) }}\n {% endif %}\n {% else %}\n {{ return(result.node) }}\n {% endif %}\n {% endif %}\n {% endfor %}\n {{ return(none) }}\n{% endmacro %}", + "depends_on": { "macros": [] }, "description": "", "meta": {}, "docs": { "show": true, "node_color": null }, "patch_path": null, "arguments": [], - "created_at": 1693603073.761489, + "created_at": 1699027426.544571, "supported_languages": null }, - "macro.dbt.default__get_or_create_relation": { - "name": "default__get_or_create_relation", + "macro.elementary.set_cache": { + "name": "set_cache", "resource_type": "macro", - "package_name": "dbt", - "path": "macros/adapters/relation.sql", - "original_file_path": "macros/adapters/relation.sql", - "unique_id": "macro.dbt.default__get_or_create_relation", - "macro_sql": "{% macro default__get_or_create_relation(database, schema, identifier, type) %}\n {%- set target_relation = adapter.get_relation(database=database, schema=schema, identifier=identifier) %}\n\n {% if target_relation %}\n {% do return([true, target_relation]) %}\n {% endif %}\n\n {%- set new_relation = api.Relation.create(\n database=database,\n schema=schema,\n identifier=identifier,\n type=type\n ) -%}\n {% do return([false, new_relation]) %}\n{% endmacro %}", + "package_name": "elementary", + "path": "macros/utils/graph/set_cache.sql", + "original_file_path": "macros/utils/graph/set_cache.sql", + "unique_id": "macro.elementary.set_cache", + "macro_sql": "{% macro set_cache(entry, val) %}\n {% if execute %}\n {% do graph.get(\"elementary\", {}).update({entry: val}) %}\n {% endif %}\n{% endmacro %}", "depends_on": { "macros": [] }, "description": "", "meta": {}, "docs": { "show": true, "node_color": null }, "patch_path": null, "arguments": [], - "created_at": 1693603073.7620878, + "created_at": 1699027426.544909, "supported_languages": null }, - "macro.dbt.load_cached_relation": { - "name": "load_cached_relation", + "macro.elementary.get_model_database_and_schema_from_test_node": { + "name": "get_model_database_and_schema_from_test_node", "resource_type": "macro", - "package_name": "dbt", - "path": "macros/adapters/relation.sql", - "original_file_path": "macros/adapters/relation.sql", - "unique_id": "macro.dbt.load_cached_relation", - "macro_sql": "{% macro load_cached_relation(relation) %}\n {% do return(adapter.get_relation(\n database=relation.database,\n schema=relation.schema,\n identifier=relation.identifier\n )) -%}\n{% endmacro %}", - "depends_on": { "macros": [] }, + "package_name": "elementary", + "path": "macros/utils/graph/get_model_database_and_schema_from_test_node.sql", + "original_file_path": "macros/utils/graph/get_model_database_and_schema_from_test_node.sql", + "unique_id": "macro.elementary.get_model_database_and_schema_from_test_node", + "macro_sql": "{% macro get_model_database_and_schema_from_test_node(test_node) %}\n {% set test_database = test_node.get('database') %}\n {% set test_schema = test_node.get('schema') %}\n {% set config_dict = elementary.safe_get_with_default(test_node, 'config', {}) %}\n {% set test_schema_sufix = config_dict.get('schema') %}\n {% if test_schema and test_schema_sufix %}\n {% set test_schema = test_schema | replace('_' ~ test_schema_sufix, '') %}\n {% endif %}\n {{ return([test_database, test_schema]) }}\n{% endmacro %}", + "depends_on": { + "macros": ["macro.elementary.safe_get_with_default"] + }, "description": "", "meta": {}, "docs": { "show": true, "node_color": null }, "patch_path": null, "arguments": [], - "created_at": 1693603073.762314, + "created_at": 1699027426.54563, "supported_languages": null }, - "macro.dbt.load_relation": { - "name": "load_relation", + "macro.elementary.union_macro_queries": { + "name": "union_macro_queries", "resource_type": "macro", - "package_name": "dbt", - "path": "macros/adapters/relation.sql", - "original_file_path": "macros/adapters/relation.sql", - "unique_id": "macro.dbt.load_relation", - "macro_sql": "{% macro load_relation(relation) %}\n {{ return(load_cached_relation(relation)) }}\n{% endmacro %}", - "depends_on": { "macros": ["macro.dbt.load_cached_relation"] }, + "package_name": "elementary", + "path": "macros/utils/run_queries/union_macro_queries.sql", + "original_file_path": "macros/utils/run_queries/union_macro_queries.sql", + "unique_id": "macro.elementary.union_macro_queries", + "macro_sql": "{% macro union_macro_queries(param_list, query_macro) %}\n {% for param in param_list %}\n ({{ query_macro(param) }})\n {% if not loop.last %}\n union all\n {% endif %}\n {% endfor %}\n{% endmacro %}", + "depends_on": { "macros": [] }, "description": "", "meta": {}, "docs": { "show": true, "node_color": null }, "patch_path": null, "arguments": [], - "created_at": 1693603073.762451, + "created_at": 1699027426.545985, "supported_languages": null }, - "macro.dbt.drop_relation_if_exists": { - "name": "drop_relation_if_exists", + "macro.elementary.agate_to_json": { + "name": "agate_to_json", "resource_type": "macro", - "package_name": "dbt", - "path": "macros/adapters/relation.sql", - "original_file_path": "macros/adapters/relation.sql", - "unique_id": "macro.dbt.drop_relation_if_exists", - "macro_sql": "{% macro drop_relation_if_exists(relation) %}\n {% if relation is not none %}\n {{ adapter.drop_relation(relation) }}\n {% endif %}\n{% endmacro %}", - "depends_on": { "macros": [] }, + "package_name": "elementary", + "path": "macros/utils/run_queries/agate_to_json.sql", + "original_file_path": "macros/utils/run_queries/agate_to_json.sql", + "unique_id": "macro.elementary.agate_to_json", + "macro_sql": "{% macro agate_to_json(agate_table) %}\n {% set serializable_rows = elementary.agate_to_dicts(agate_table) %}\n {{ return(tojson(serializable_rows)) }}\n{% endmacro %}", + "depends_on": { "macros": ["macro.elementary.agate_to_dicts"] }, "description": "", "meta": {}, "docs": { "show": true, "node_color": null }, "patch_path": null, "arguments": [], - "created_at": 1693603073.762659, + "created_at": 1699027426.546222, "supported_languages": null }, - "macro.dbt.collect_freshness": { - "name": "collect_freshness", + "macro.elementary.result_column_to_list": { + "name": "result_column_to_list", "resource_type": "macro", - "package_name": "dbt", - "path": "macros/adapters/freshness.sql", - "original_file_path": "macros/adapters/freshness.sql", - "unique_id": "macro.dbt.collect_freshness", - "macro_sql": "{% macro collect_freshness(source, loaded_at_field, filter) %}\n {{ return(adapter.dispatch('collect_freshness', 'dbt')(source, loaded_at_field, filter))}}\n{% endmacro %}", - "depends_on": { - "macros": ["macro.dbt.default__collect_freshness"] - }, + "package_name": "elementary", + "path": "macros/utils/run_queries/result_column_to_list.sql", + "original_file_path": "macros/utils/run_queries/result_column_to_list.sql", + "unique_id": "macro.elementary.result_column_to_list", + "macro_sql": "{% macro result_column_to_list(single_column_query) %}\n {% set query_result = elementary.run_query(single_column_query) %}\n {% do return(query_result.columns[0]) %}\n{% endmacro %}", + "depends_on": { "macros": ["macro.elementary.run_query"] }, "description": "", "meta": {}, "docs": { "show": true, "node_color": null }, "patch_path": null, "arguments": [], - "created_at": 1693603073.763055, + "created_at": 1699027426.5464718, "supported_languages": null }, - "macro.dbt.default__collect_freshness": { - "name": "default__collect_freshness", + "macro.elementary.result_value": { + "name": "result_value", "resource_type": "macro", - "package_name": "dbt", - "path": "macros/adapters/freshness.sql", - "original_file_path": "macros/adapters/freshness.sql", - "unique_id": "macro.dbt.default__collect_freshness", - "macro_sql": "{% macro default__collect_freshness(source, loaded_at_field, filter) %}\n {% call statement('collect_freshness', fetch_result=True, auto_begin=False) -%}\n select\n max({{ loaded_at_field }}) as max_loaded_at,\n {{ current_timestamp() }} as snapshotted_at\n from {{ source }}\n {% if filter %}\n where {{ filter }}\n {% endif %}\n {% endcall %}\n {{ return(load_result('collect_freshness')) }}\n{% endmacro %}", - "depends_on": { - "macros": ["macro.dbt.statement", "macro.dbt.current_timestamp"] - }, + "package_name": "elementary", + "path": "macros/utils/run_queries/result_value.sql", + "original_file_path": "macros/utils/run_queries/result_value.sql", + "unique_id": "macro.elementary.result_value", + "macro_sql": "{% macro result_value(single_column_query) %}\n {% set result = elementary.run_query(single_column_query) %}\n {% if not result %}\n {% do return(none) %}\n {% endif %}\n {% do return(result[0][0]) %}\n{% endmacro %}", + "depends_on": { "macros": ["macro.elementary.run_query"] }, "description": "", "meta": {}, "docs": { "show": true, "node_color": null }, "patch_path": null, "arguments": [], - "created_at": 1693603073.7634602, + "created_at": 1699027426.546936, "supported_languages": null }, - "macro.dbt.validate_sql": { - "name": "validate_sql", + "macro.elementary.agate_to_dicts": { + "name": "agate_to_dicts", "resource_type": "macro", - "package_name": "dbt", - "path": "macros/adapters/validate_sql.sql", - "original_file_path": "macros/adapters/validate_sql.sql", - "unique_id": "macro.dbt.validate_sql", - "macro_sql": "{% macro validate_sql(sql) -%}\n {{ return(adapter.dispatch('validate_sql', 'dbt')(sql)) }}\n{% endmacro %}", - "depends_on": { "macros": ["macro.dbt.default__validate_sql"] }, + "package_name": "elementary", + "path": "macros/utils/run_queries/agate_to_dicts.sql", + "original_file_path": "macros/utils/run_queries/agate_to_dicts.sql", + "unique_id": "macro.elementary.agate_to_dicts", + "macro_sql": "{% macro agate_to_dicts(agate_table) %}\n {% set column_types = agate_table.column_types %}\n {% set serializable_rows = [] %}\n {% for agate_row in agate_table.rows %}\n {% set serializable_row = {} %}\n {% for col_name, col_value in agate_row.items() %}\n {% set serializable_col_value = column_types[loop.index0].jsonify(col_value) %}\n {% set serializable_col_name = col_name | lower %}\n {% do serializable_row.update({serializable_col_name: serializable_col_value}) %}\n {% endfor %}\n {% do serializable_rows.append(serializable_row) %}\n {% endfor %}\n {{ return(serializable_rows) }}\n{% endmacro %}", + "depends_on": { "macros": [] }, + "description": "", + "meta": {}, + "docs": { "show": true, "node_color": null }, + "patch_path": null, + "arguments": [], + "created_at": 1699027426.547832, + "supported_languages": null + }, + "macro.elementary.run_query": { + "name": "run_query", + "resource_type": "macro", + "package_name": "elementary", + "path": "macros/utils/run_queries/run_query.sql", + "original_file_path": "macros/utils/run_queries/run_query.sql", + "unique_id": "macro.elementary.run_query", + "macro_sql": "{% macro run_query(query, lowercase_column_names=True) %}\n {% set query_result = dbt.run_query(query) %}\n {% if lowercase_column_names %}\n {% set lowercased_column_names = {} %}\n {% for column_name in query_result.column_names %}\n {% do lowercased_column_names.update({column_name: column_name.lower()}) %}\n {% endfor %}\n {% set query_result = query_result.rename(lowercased_column_names) %}\n {% endif %}\n {% do return(query_result) %}\n{% endmacro %}", + "depends_on": { "macros": ["macro.dbt.run_query"] }, "description": "", "meta": {}, "docs": { "show": true, "node_color": null }, "patch_path": null, "arguments": [], - "created_at": 1693603073.763728, + "created_at": 1699027426.548488, "supported_languages": null }, - "macro.dbt.default__validate_sql": { - "name": "default__validate_sql", + "macro.elementary.create_table_like": { + "name": "create_table_like", "resource_type": "macro", - "package_name": "dbt", - "path": "macros/adapters/validate_sql.sql", - "original_file_path": "macros/adapters/validate_sql.sql", - "unique_id": "macro.dbt.default__validate_sql", - "macro_sql": "{% macro default__validate_sql(sql) -%}\n {% call statement('validate_sql') -%}\n explain {{ sql }}\n {% endcall %}\n {{ return(load_result('validate_sql')) }}\n{% endmacro %}", - "depends_on": { "macros": ["macro.dbt.statement"] }, + "package_name": "elementary", + "path": "macros/utils/table_operations/create_table_like.sql", + "original_file_path": "macros/utils/table_operations/create_table_like.sql", + "unique_id": "macro.elementary.create_table_like", + "macro_sql": "{% macro create_table_like(relation, like_relation, temporary=False, like_columns=none) %}\n {% set empty_table_query %}\n SELECT\n {% if like_columns %}\n {% for column in like_columns %}\n {{ column }}{{ \", \" if not loop.last }}\n {% endfor %}\n {% else %}\n *\n {% endif %}\n FROM {{ like_relation }}\n WHERE 1 = 0\n {% endset %}\n {% do elementary.run_query(dbt.create_table_as(temporary, relation, empty_table_query)) %}\n{% endmacro %}", + "depends_on": { + "macros": [ + "macro.elementary.run_query", + "macro.dbt.create_table_as" + ] + }, "description": "", "meta": {}, "docs": { "show": true, "node_color": null }, "patch_path": null, "arguments": [], - "created_at": 1693603073.763957, + "created_at": 1699027426.54915, "supported_languages": null }, - "macro.dbt.copy_grants": { - "name": "copy_grants", + "macro.elementary.delete_if_incremental": { + "name": "delete_if_incremental", "resource_type": "macro", - "package_name": "dbt", - "path": "macros/adapters/apply_grants.sql", - "original_file_path": "macros/adapters/apply_grants.sql", - "unique_id": "macro.dbt.copy_grants", - "macro_sql": "{% macro copy_grants() %}\n {{ return(adapter.dispatch('copy_grants', 'dbt')()) }}\n{% endmacro %}", + "package_name": "elementary", + "path": "macros/utils/table_operations/delete_if_incremental.sql", + "original_file_path": "macros/utils/table_operations/delete_if_incremental.sql", + "unique_id": "macro.elementary.delete_if_incremental", + "macro_sql": "{% macro delete_if_incremental(where_clause) %}\n\n {% set query%}\n delete from {{ this }}\n where {{ where_clause }}\n {% endset %}\n\n {% if is_incremental() %}\n {% do elementary.run_query(query) %}\n {% endif %}\n\n{% endmacro %}", "depends_on": { - "macros": ["macro.dbt_snowflake.snowflake__copy_grants"] + "macros": [ + "macro.dbt.is_incremental", + "macro.elementary.run_query" + ] }, "description": "", "meta": {}, "docs": { "show": true, "node_color": null }, "patch_path": null, "arguments": [], - "created_at": 1693603073.765611, + "created_at": 1699027426.5495071, "supported_languages": null }, - "macro.dbt.default__copy_grants": { - "name": "default__copy_grants", + "macro.elementary.remove_rows": { + "name": "remove_rows", "resource_type": "macro", - "package_name": "dbt", - "path": "macros/adapters/apply_grants.sql", - "original_file_path": "macros/adapters/apply_grants.sql", - "unique_id": "macro.dbt.default__copy_grants", - "macro_sql": "{% macro default__copy_grants() %}\n {{ return(True) }}\n{% endmacro %}", - "depends_on": { "macros": [] }, + "package_name": "elementary", + "path": "macros/utils/table_operations/remove_rows.sql", + "original_file_path": "macros/utils/table_operations/remove_rows.sql", + "unique_id": "macro.elementary.remove_rows", + "macro_sql": "{% macro remove_rows(table_name) %}\n\n {% set remove_rows_query %}\n delete from {{ table_name }}\n {% endset %}\n {% do elementary.run_query(remove_rows_query) %}\n\n{% endmacro %}", + "depends_on": { "macros": ["macro.elementary.run_query"] }, "description": "", "meta": {}, "docs": { "show": true, "node_color": null }, "patch_path": null, "arguments": [], - "created_at": 1693603073.765723, + "created_at": 1699027426.549762, "supported_languages": null }, - "macro.dbt.support_multiple_grantees_per_dcl_statement": { - "name": "support_multiple_grantees_per_dcl_statement", + "macro.elementary.has_temp_table_support": { + "name": "has_temp_table_support", "resource_type": "macro", - "package_name": "dbt", - "path": "macros/adapters/apply_grants.sql", - "original_file_path": "macros/adapters/apply_grants.sql", - "unique_id": "macro.dbt.support_multiple_grantees_per_dcl_statement", - "macro_sql": "{% macro support_multiple_grantees_per_dcl_statement() %}\n {{ return(adapter.dispatch('support_multiple_grantees_per_dcl_statement', 'dbt')()) }}\n{% endmacro %}", + "package_name": "elementary", + "path": "macros/utils/table_operations/has_temp_table_support.sql", + "original_file_path": "macros/utils/table_operations/has_temp_table_support.sql", + "unique_id": "macro.elementary.has_temp_table_support", + "macro_sql": "{% macro has_temp_table_support() %}\n {% do return(adapter.dispatch(\"has_temp_table_support\", \"elementary\")()) %}\n{% endmacro %}", "depends_on": { - "macros": [ - "macro.dbt_snowflake.snowflake__support_multiple_grantees_per_dcl_statement" - ] + "macros": ["macro.elementary.default__has_temp_table_support"] }, "description": "", "meta": {}, "docs": { "show": true, "node_color": null }, "patch_path": null, "arguments": [], - "created_at": 1693603073.765888, + "created_at": 1699027426.550058, "supported_languages": null }, - "macro.dbt.default__support_multiple_grantees_per_dcl_statement": { - "name": "default__support_multiple_grantees_per_dcl_statement", + "macro.elementary.default__has_temp_table_support": { + "name": "default__has_temp_table_support", "resource_type": "macro", - "package_name": "dbt", - "path": "macros/adapters/apply_grants.sql", - "original_file_path": "macros/adapters/apply_grants.sql", - "unique_id": "macro.dbt.default__support_multiple_grantees_per_dcl_statement", - "macro_sql": "\n\n{%- macro default__support_multiple_grantees_per_dcl_statement() -%}\n {{ return(True) }}\n{%- endmacro -%}\n\n\n", + "package_name": "elementary", + "path": "macros/utils/table_operations/has_temp_table_support.sql", + "original_file_path": "macros/utils/table_operations/has_temp_table_support.sql", + "unique_id": "macro.elementary.default__has_temp_table_support", + "macro_sql": "{% macro default__has_temp_table_support() %}\n {% do return(true) %}\n{% endmacro %}", "depends_on": { "macros": [] }, "description": "", "meta": {}, "docs": { "show": true, "node_color": null }, "patch_path": null, "arguments": [], - "created_at": 1693603073.7659972, + "created_at": 1699027426.550186, "supported_languages": null }, - "macro.dbt.should_revoke": { - "name": "should_revoke", + "macro.elementary.spark__has_temp_table_support": { + "name": "spark__has_temp_table_support", "resource_type": "macro", - "package_name": "dbt", - "path": "macros/adapters/apply_grants.sql", - "original_file_path": "macros/adapters/apply_grants.sql", - "unique_id": "macro.dbt.should_revoke", - "macro_sql": "{% macro should_revoke(existing_relation, full_refresh_mode=True) %}\n\n {% if not existing_relation %}\n {#-- The table doesn't already exist, so no grants to copy over --#}\n {{ return(False) }}\n {% elif full_refresh_mode %}\n {#-- The object is being REPLACED -- whether grants are copied over depends on the value of user config --#}\n {{ return(copy_grants()) }}\n {% else %}\n {#-- The table is being merged/upserted/inserted -- grants will be carried over --#}\n {{ return(True) }}\n {% endif %}\n\n{% endmacro %}", - "depends_on": { "macros": ["macro.dbt.copy_grants"] }, + "package_name": "elementary", + "path": "macros/utils/table_operations/has_temp_table_support.sql", + "original_file_path": "macros/utils/table_operations/has_temp_table_support.sql", + "unique_id": "macro.elementary.spark__has_temp_table_support", + "macro_sql": "{% macro spark__has_temp_table_support() %}\n {% do return(false) %}\n{% endmacro %}", + "depends_on": { "macros": [] }, "description": "", "meta": {}, "docs": { "show": true, "node_color": null }, "patch_path": null, "arguments": [], - "created_at": 1693603073.766332, + "created_at": 1699027426.550314, "supported_languages": null }, - "macro.dbt.get_show_grant_sql": { - "name": "get_show_grant_sql", + "macro.elementary.get_columns_and_types": { + "name": "get_columns_and_types", "resource_type": "macro", - "package_name": "dbt", - "path": "macros/adapters/apply_grants.sql", - "original_file_path": "macros/adapters/apply_grants.sql", - "unique_id": "macro.dbt.get_show_grant_sql", - "macro_sql": "{% macro get_show_grant_sql(relation) %}\n {{ return(adapter.dispatch(\"get_show_grant_sql\", \"dbt\")(relation)) }}\n{% endmacro %}", + "package_name": "elementary", + "path": "macros/utils/table_operations/get_columns_and_types.sql", + "original_file_path": "macros/utils/table_operations/get_columns_and_types.sql", + "unique_id": "macro.elementary.get_columns_and_types", + "macro_sql": "{% macro get_columns_and_types(table_name, schema_name = none, database_name = none) %}\n\n {# dbt models can be found with identifier only #}\n {# for non-dbt tables database_name and schema_name are required #}\n\n {%- if not database_name %}\n {%- set database_name = elementary.target_database() %}\n {%- endif %}\n {%- if not schema_name %}\n {%- set schema_name = target.schema %}\n {%- endif %}\n\n {%- set columns = [] %}\n\n {%- set relation = adapter.get_relation(\n database=database_name,\n schema=schema_name,\n identifier=table_name) -%}\n\n {%- set columns_from_relation = adapter.get_columns_in_relation(relation) -%}\n\n {% for column in columns_from_relation %}\n {%- set column_item = {'column_name': column['column'], 'data_type': elementary.normalize_data_type(column['dtype'])} %}\n {%- do columns.append(column_item) -%}\n {% endfor %}\n\n {{ return(columns) }}\n\n{% endmacro %}", "depends_on": { - "macros": ["macro.dbt.default__get_show_grant_sql"] + "macros": [ + "macro.elementary.target_database", + "macro.elementary.normalize_data_type" + ] }, "description": "", "meta": {}, "docs": { "show": true, "node_color": null }, "patch_path": null, "arguments": [], - "created_at": 1693603073.766516, + "created_at": 1699027426.551409, "supported_languages": null }, - "macro.dbt.default__get_show_grant_sql": { - "name": "default__get_show_grant_sql", + "macro.elementary.create_temp_table": { + "name": "create_temp_table", "resource_type": "macro", - "package_name": "dbt", - "path": "macros/adapters/apply_grants.sql", - "original_file_path": "macros/adapters/apply_grants.sql", - "unique_id": "macro.dbt.default__get_show_grant_sql", - "macro_sql": "{% macro default__get_show_grant_sql(relation) %}\n show grants on {{ relation }}\n{% endmacro %}", - "depends_on": { "macros": [] }, + "package_name": "elementary", + "path": "macros/utils/table_operations/create_temp_table.sql", + "original_file_path": "macros/utils/table_operations/create_temp_table.sql", + "unique_id": "macro.elementary.create_temp_table", + "macro_sql": "{% macro create_temp_table(database_name, schema_name, table_name, sql_query) %}\n {% set temp_table_exists, temp_table_relation = dbt.get_or_create_relation(database=database_name,\n schema=schema_name,\n identifier=table_name,\n type='table') -%}\n {% set temp_table_relation = elementary.edr_make_temp_relation(temp_table_relation) %}\n {% if temp_table_exists %}\n {% do adapter.drop_relation(temp_table_relation) %}\n {% do elementary.run_query(dbt.create_table_as(True, temp_table_relation, sql_query)) %}\n {% else %}\n {% do elementary.run_query(dbt.create_table_as(True, temp_table_relation, sql_query)) %}\n {% endif %}\n {{ return(temp_table_relation) }}\n{% endmacro %}", + "depends_on": { + "macros": [ + "macro.dbt.get_or_create_relation", + "macro.elementary.edr_make_temp_relation", + "macro.elementary.run_query", + "macro.dbt.create_table_as" + ] + }, "description": "", "meta": {}, "docs": { "show": true, "node_color": null }, "patch_path": null, "arguments": [], - "created_at": 1693603073.766614, + "created_at": 1699027426.552379, "supported_languages": null }, - "macro.dbt.get_grant_sql": { - "name": "get_grant_sql", + "macro.elementary.edr_make_temp_relation": { + "name": "edr_make_temp_relation", "resource_type": "macro", - "package_name": "dbt", - "path": "macros/adapters/apply_grants.sql", - "original_file_path": "macros/adapters/apply_grants.sql", - "unique_id": "macro.dbt.get_grant_sql", - "macro_sql": "{% macro get_grant_sql(relation, privilege, grantees) %}\n {{ return(adapter.dispatch('get_grant_sql', 'dbt')(relation, privilege, grantees)) }}\n{% endmacro %}", - "depends_on": { "macros": ["macro.dbt.default__get_grant_sql"] }, + "package_name": "elementary", + "path": "macros/utils/table_operations/make_temp_relation.sql", + "original_file_path": "macros/utils/table_operations/make_temp_relation.sql", + "unique_id": "macro.elementary.edr_make_temp_relation", + "macro_sql": "{% macro edr_make_temp_relation(base_relation, suffix=none) %}\n {% do return(adapter.dispatch(\"edr_make_temp_relation\", \"elementary\")(base_relation, suffix)) %}\n{% endmacro %}", + "depends_on": { + "macros": ["macro.elementary.default__edr_make_temp_relation"] + }, "description": "", "meta": {}, "docs": { "show": true, "node_color": null }, "patch_path": null, "arguments": [], - "created_at": 1693603073.76684, + "created_at": 1699027426.553596, "supported_languages": null }, - "macro.dbt.default__get_grant_sql": { - "name": "default__get_grant_sql", + "macro.elementary.default__edr_make_temp_relation": { + "name": "default__edr_make_temp_relation", "resource_type": "macro", - "package_name": "dbt", - "path": "macros/adapters/apply_grants.sql", - "original_file_path": "macros/adapters/apply_grants.sql", - "unique_id": "macro.dbt.default__get_grant_sql", - "macro_sql": "\n\n{%- macro default__get_grant_sql(relation, privilege, grantees) -%}\n grant {{ privilege }} on {{ relation }} to {{ grantees | join(', ') }}\n{%- endmacro -%}\n\n\n", - "depends_on": { "macros": [] }, + "package_name": "elementary", + "path": "macros/utils/table_operations/make_temp_relation.sql", + "original_file_path": "macros/utils/table_operations/make_temp_relation.sql", + "unique_id": "macro.elementary.default__edr_make_temp_relation", + "macro_sql": "{% macro default__edr_make_temp_relation(base_relation, suffix) %}\n {% do return(dbt.make_temp_relation(base_relation, suffix)) %}\n{% endmacro %}", + "depends_on": { "macros": ["macro.dbt.make_temp_relation"] }, "description": "", "meta": {}, "docs": { "show": true, "node_color": null }, "patch_path": null, "arguments": [], - "created_at": 1693603073.767023, + "created_at": 1699027426.553767, "supported_languages": null }, - "macro.dbt.get_revoke_sql": { - "name": "get_revoke_sql", + "macro.elementary.spark__edr_make_temp_relation": { + "name": "spark__edr_make_temp_relation", "resource_type": "macro", - "package_name": "dbt", - "path": "macros/adapters/apply_grants.sql", - "original_file_path": "macros/adapters/apply_grants.sql", - "unique_id": "macro.dbt.get_revoke_sql", - "macro_sql": "{% macro get_revoke_sql(relation, privilege, grantees) %}\n {{ return(adapter.dispatch('get_revoke_sql', 'dbt')(relation, privilege, grantees)) }}\n{% endmacro %}", - "depends_on": { "macros": ["macro.dbt.default__get_revoke_sql"] }, + "package_name": "elementary", + "path": "macros/utils/table_operations/make_temp_relation.sql", + "original_file_path": "macros/utils/table_operations/make_temp_relation.sql", + "unique_id": "macro.elementary.spark__edr_make_temp_relation", + "macro_sql": "{% macro spark__edr_make_temp_relation(base_relation, suffix) %}\n {% set tmp_identifier = elementary.table_name_with_suffix(base_relation.identifier, suffix) %}\n {% set tmp_relation = base_relation.incorporate(path = {\n \"schema\": none,\n \"identifier\": tmp_identifier\n }) -%}\n\n {% do return(tmp_relation) %}\n{% endmacro %}", + "depends_on": { + "macros": ["macro.elementary.table_name_with_suffix"] + }, "description": "", "meta": {}, "docs": { "show": true, "node_color": null }, "patch_path": null, "arguments": [], - "created_at": 1693603073.767263, + "created_at": 1699027426.554107, "supported_languages": null }, - "macro.dbt.default__get_revoke_sql": { - "name": "default__get_revoke_sql", + "macro.elementary.databricks__edr_make_temp_relation": { + "name": "databricks__edr_make_temp_relation", "resource_type": "macro", - "package_name": "dbt", - "path": "macros/adapters/apply_grants.sql", - "original_file_path": "macros/adapters/apply_grants.sql", - "unique_id": "macro.dbt.default__get_revoke_sql", - "macro_sql": "\n\n{%- macro default__get_revoke_sql(relation, privilege, grantees) -%}\n revoke {{ privilege }} on {{ relation }} from {{ grantees | join(', ') }}\n{%- endmacro -%}\n\n\n", - "depends_on": { "macros": [] }, + "package_name": "elementary", + "path": "macros/utils/table_operations/make_temp_relation.sql", + "original_file_path": "macros/utils/table_operations/make_temp_relation.sql", + "unique_id": "macro.elementary.databricks__edr_make_temp_relation", + "macro_sql": "{% macro databricks__edr_make_temp_relation(base_relation, suffix) %}\n {% do return(dbt.make_temp_relation(base_relation, suffix)) %}\n{% endmacro %}", + "depends_on": { "macros": ["macro.dbt.make_temp_relation"] }, "description": "", "meta": {}, "docs": { "show": true, "node_color": null }, "patch_path": null, "arguments": [], - "created_at": 1693603073.767444, + "created_at": 1699027426.554283, "supported_languages": null }, - "macro.dbt.get_dcl_statement_list": { - "name": "get_dcl_statement_list", + "macro.elementary.make_temp_view_relation": { + "name": "make_temp_view_relation", "resource_type": "macro", - "package_name": "dbt", - "path": "macros/adapters/apply_grants.sql", - "original_file_path": "macros/adapters/apply_grants.sql", - "unique_id": "macro.dbt.get_dcl_statement_list", - "macro_sql": "{% macro get_dcl_statement_list(relation, grant_config, get_dcl_macro) %}\n {{ return(adapter.dispatch('get_dcl_statement_list', 'dbt')(relation, grant_config, get_dcl_macro)) }}\n{% endmacro %}", + "package_name": "elementary", + "path": "macros/utils/table_operations/make_temp_relation.sql", + "original_file_path": "macros/utils/table_operations/make_temp_relation.sql", + "unique_id": "macro.elementary.make_temp_view_relation", + "macro_sql": "{% macro make_temp_view_relation(base_relation, suffix=none) %}\n {% if not suffix %}\n {% set suffix = elementary.get_timestamped_table_suffix() %}\n {% endif %}\n\n {% do return(elementary.edr_make_temp_relation(base_relation, suffix)) %}\n{% endmacro %}", "depends_on": { - "macros": ["macro.dbt.default__get_dcl_statement_list"] + "macros": [ + "macro.elementary.get_timestamped_table_suffix", + "macro.elementary.edr_make_temp_relation" + ] }, "description": "", "meta": {}, "docs": { "show": true, "node_color": null }, "patch_path": null, "arguments": [], - "created_at": 1693603073.767684, + "created_at": 1699027426.554566, "supported_languages": null }, - "macro.dbt.default__get_dcl_statement_list": { - "name": "default__get_dcl_statement_list", + "macro.elementary.make_temp_table_relation": { + "name": "make_temp_table_relation", "resource_type": "macro", - "package_name": "dbt", - "path": "macros/adapters/apply_grants.sql", - "original_file_path": "macros/adapters/apply_grants.sql", - "unique_id": "macro.dbt.default__get_dcl_statement_list", - "macro_sql": "\n\n{%- macro default__get_dcl_statement_list(relation, grant_config, get_dcl_macro) -%}\n {#\n -- Unpack grant_config into specific privileges and the set of users who need them granted/revoked.\n -- Depending on whether this database supports multiple grantees per statement, pass in the list of\n -- all grantees per privilege, or (if not) template one statement per privilege-grantee pair.\n -- `get_dcl_macro` will be either `get_grant_sql` or `get_revoke_sql`\n #}\n {%- set dcl_statements = [] -%}\n {%- for privilege, grantees in grant_config.items() %}\n {%- if support_multiple_grantees_per_dcl_statement() and grantees -%}\n {%- set dcl = get_dcl_macro(relation, privilege, grantees) -%}\n {%- do dcl_statements.append(dcl) -%}\n {%- else -%}\n {%- for grantee in grantees -%}\n {% set dcl = get_dcl_macro(relation, privilege, [grantee]) %}\n {%- do dcl_statements.append(dcl) -%}\n {% endfor -%}\n {%- endif -%}\n {%- endfor -%}\n {{ return(dcl_statements) }}\n{%- endmacro %}", + "package_name": "elementary", + "path": "macros/utils/table_operations/make_temp_relation.sql", + "original_file_path": "macros/utils/table_operations/make_temp_relation.sql", + "unique_id": "macro.elementary.make_temp_table_relation", + "macro_sql": "{% macro make_temp_table_relation(base_relation, suffix=none) %}\n {% if not suffix %}\n {% set suffix = elementary.get_timestamped_table_suffix() %}\n {% endif %}\n\n {% do return(adapter.dispatch(\"make_temp_table_relation\", \"elementary\")(base_relation, suffix)) %}\n{% endmacro %}", "depends_on": { "macros": [ - "macro.dbt.support_multiple_grantees_per_dcl_statement" + "macro.elementary.get_timestamped_table_suffix", + "macro.elementary.default__make_temp_table_relation" ] }, "description": "", @@ -8293,76 +25649,95 @@ "docs": { "show": true, "node_color": null }, "patch_path": null, "arguments": [], - "created_at": 1693603073.76839, + "created_at": 1699027426.554882, "supported_languages": null }, - "macro.dbt.call_dcl_statements": { - "name": "call_dcl_statements", + "macro.elementary.default__make_temp_table_relation": { + "name": "default__make_temp_table_relation", "resource_type": "macro", - "package_name": "dbt", - "path": "macros/adapters/apply_grants.sql", - "original_file_path": "macros/adapters/apply_grants.sql", - "unique_id": "macro.dbt.call_dcl_statements", - "macro_sql": "{% macro call_dcl_statements(dcl_statement_list) %}\n {{ return(adapter.dispatch(\"call_dcl_statements\", \"dbt\")(dcl_statement_list)) }}\n{% endmacro %}", + "package_name": "elementary", + "path": "macros/utils/table_operations/make_temp_relation.sql", + "original_file_path": "macros/utils/table_operations/make_temp_relation.sql", + "unique_id": "macro.elementary.default__make_temp_table_relation", + "macro_sql": "{% macro default__make_temp_table_relation(base_relation, suffix) %}\n {% do return(elementary.edr_make_temp_relation(base_relation, suffix)) %}\n{% endmacro %}", "depends_on": { - "macros": ["macro.dbt.default__call_dcl_statements"] + "macros": ["macro.elementary.edr_make_temp_relation"] }, "description": "", "meta": {}, "docs": { "show": true, "node_color": null }, "patch_path": null, "arguments": [], - "created_at": 1693603073.768586, + "created_at": 1699027426.5550551, "supported_languages": null }, - "macro.dbt.default__call_dcl_statements": { - "name": "default__call_dcl_statements", + "macro.elementary.databricks__make_temp_table_relation": { + "name": "databricks__make_temp_table_relation", "resource_type": "macro", - "package_name": "dbt", - "path": "macros/adapters/apply_grants.sql", - "original_file_path": "macros/adapters/apply_grants.sql", - "unique_id": "macro.dbt.default__call_dcl_statements", - "macro_sql": "{% macro default__call_dcl_statements(dcl_statement_list) %}\n {#\n -- By default, supply all grant + revoke statements in a single semicolon-separated block,\n -- so that they're all processed together.\n\n -- Some databases do not support this. Those adapters will need to override this macro\n -- to run each statement individually.\n #}\n {% call statement('grants') %}\n {% for dcl_statement in dcl_statement_list %}\n {{ dcl_statement }};\n {% endfor %}\n {% endcall %}\n{% endmacro %}", - "depends_on": { "macros": ["macro.dbt.statement"] }, + "package_name": "elementary", + "path": "macros/utils/table_operations/make_temp_relation.sql", + "original_file_path": "macros/utils/table_operations/make_temp_relation.sql", + "unique_id": "macro.elementary.databricks__make_temp_table_relation", + "macro_sql": "{% macro databricks__make_temp_table_relation(base_relation, suffix) %}\n {% set tmp_identifier = elementary.table_name_with_suffix(base_relation.identifier, suffix) %}\n {% set tmp_relation = api.Relation.create(\n identifier=tmp_identifier,\n schema=base_relation.schema,\n database=base_relation.database,\n type='table') %}\n {% do return(tmp_relation) %}\n{% endmacro %}", + "depends_on": { + "macros": ["macro.elementary.table_name_with_suffix"] + }, "description": "", "meta": {}, "docs": { "show": true, "node_color": null }, "patch_path": null, "arguments": [], - "created_at": 1693603073.768838, + "created_at": 1699027426.555587, "supported_languages": null }, - "macro.dbt.apply_grants": { - "name": "apply_grants", + "macro.elementary.get_row_count": { + "name": "get_row_count", "resource_type": "macro", - "package_name": "dbt", - "path": "macros/adapters/apply_grants.sql", - "original_file_path": "macros/adapters/apply_grants.sql", - "unique_id": "macro.dbt.apply_grants", - "macro_sql": "{% macro apply_grants(relation, grant_config, should_revoke) %}\n {{ return(adapter.dispatch(\"apply_grants\", \"dbt\")(relation, grant_config, should_revoke)) }}\n{% endmacro %}", - "depends_on": { "macros": ["macro.dbt.default__apply_grants"] }, + "package_name": "elementary", + "path": "macros/utils/table_operations/get_row_count.sql", + "original_file_path": "macros/utils/table_operations/get_row_count.sql", + "unique_id": "macro.elementary.get_row_count", + "macro_sql": "{% macro get_row_count(full_table_name) %}\n\n {% set query_row_count %}\n select count(*) from {{ full_table_name }}\n {% endset %}\n {% if execute %}\n {% set result = elementary.run_query(query_row_count).columns[0].values()[0] %}\n {% endif %}\n {{ return(result) }}\n\n{% endmacro %}", + "depends_on": { "macros": ["macro.elementary.run_query"] }, "description": "", "meta": {}, "docs": { "show": true, "node_color": null }, "patch_path": null, "arguments": [], - "created_at": 1693603073.769072, + "created_at": 1699027426.556027, "supported_languages": null }, - "macro.dbt.default__apply_grants": { - "name": "default__apply_grants", + "macro.elementary.create_or_replace": { + "name": "create_or_replace", "resource_type": "macro", - "package_name": "dbt", - "path": "macros/adapters/apply_grants.sql", - "original_file_path": "macros/adapters/apply_grants.sql", - "unique_id": "macro.dbt.default__apply_grants", - "macro_sql": "{% macro default__apply_grants(relation, grant_config, should_revoke=True) %}\n {#-- If grant_config is {} or None, this is a no-op --#}\n {% if grant_config %}\n {% if should_revoke %}\n {#-- We think previous grants may have carried over --#}\n {#-- Show current grants and calculate diffs --#}\n {% set current_grants_table = run_query(get_show_grant_sql(relation)) %}\n {% set current_grants_dict = adapter.standardize_grants_dict(current_grants_table) %}\n {% set needs_granting = diff_of_two_dicts(grant_config, current_grants_dict) %}\n {% set needs_revoking = diff_of_two_dicts(current_grants_dict, grant_config) %}\n {% if not (needs_granting or needs_revoking) %}\n {{ log('On ' ~ relation ~': All grants are in place, no revocation or granting needed.')}}\n {% endif %}\n {% else %}\n {#-- We don't think there's any chance of previous grants having carried over. --#}\n {#-- Jump straight to granting what the user has configured. --#}\n {% set needs_revoking = {} %}\n {% set needs_granting = grant_config %}\n {% endif %}\n {% if needs_granting or needs_revoking %}\n {% set revoke_statement_list = get_dcl_statement_list(relation, needs_revoking, get_revoke_sql) %}\n {% set grant_statement_list = get_dcl_statement_list(relation, needs_granting, get_grant_sql) %}\n {% set dcl_statement_list = revoke_statement_list + grant_statement_list %}\n {% if dcl_statement_list %}\n {{ call_dcl_statements(dcl_statement_list) }}\n {% endif %}\n {% endif %}\n {% endif %}\n{% endmacro %}", + "package_name": "elementary", + "path": "macros/utils/table_operations/create_or_replace.sql", + "original_file_path": "macros/utils/table_operations/create_or_replace.sql", + "unique_id": "macro.elementary.create_or_replace", + "macro_sql": "{% macro create_or_replace(temporary, relation, sql_query) %}\n {{ return(adapter.dispatch('create_or_replace', 'elementary')(temporary, relation, sql_query)) }}\n{% endmacro %}", + "depends_on": { + "macros": ["macro.elementary.default__create_or_replace"] + }, + "description": "", + "meta": {}, + "docs": { "show": true, "node_color": null }, + "patch_path": null, + "arguments": [], + "created_at": 1699027426.556569, + "supported_languages": null + }, + "macro.elementary.default__create_or_replace": { + "name": "default__create_or_replace", + "resource_type": "macro", + "package_name": "elementary", + "path": "macros/utils/table_operations/create_or_replace.sql", + "original_file_path": "macros/utils/table_operations/create_or_replace.sql", + "unique_id": "macro.elementary.default__create_or_replace", + "macro_sql": "{% macro default__create_or_replace(temporary, relation, sql_query) %}\n {% do elementary.run_query(dbt.create_table_as(temporary, relation, sql_query)) %}\n{% endmacro %}", "depends_on": { "macros": [ - "macro.dbt.run_query", - "macro.dbt.get_show_grant_sql", - "macro.dbt.get_dcl_statement_list", - "macro.dbt.call_dcl_statements" + "macro.elementary.run_query", + "macro.dbt.create_table_as" ] }, "description": "", @@ -8370,20 +25745,22 @@ "docs": { "show": true, "node_color": null }, "patch_path": null, "arguments": [], - "created_at": 1693603073.770209, + "created_at": 1699027426.556768, "supported_languages": null }, - "macro.dbt.alter_column_comment": { - "name": "alter_column_comment", + "macro.elementary.redshift__create_or_replace": { + "name": "redshift__create_or_replace", "resource_type": "macro", - "package_name": "dbt", - "path": "macros/adapters/persist_docs.sql", - "original_file_path": "macros/adapters/persist_docs.sql", - "unique_id": "macro.dbt.alter_column_comment", - "macro_sql": "{% macro alter_column_comment(relation, column_dict) -%}\n {{ return(adapter.dispatch('alter_column_comment', 'dbt')(relation, column_dict)) }}\n{% endmacro %}", + "package_name": "elementary", + "path": "macros/utils/table_operations/create_or_replace.sql", + "original_file_path": "macros/utils/table_operations/create_or_replace.sql", + "unique_id": "macro.elementary.redshift__create_or_replace", + "macro_sql": "{% macro redshift__create_or_replace(temporary, relation, sql_query) %}\n {% do dbt.drop_relation_if_exists(relation) %}\n {% do elementary.run_query(dbt.create_table_as(temporary, relation, sql_query)) %}\n {% do adapter.commit() %}\n{% endmacro %}", "depends_on": { "macros": [ - "macro.dbt_snowflake.snowflake__alter_column_comment" + "macro.dbt.drop_relation_if_exists", + "macro.elementary.run_query", + "macro.dbt.create_table_as" ] }, "description": "", @@ -8391,37 +25768,45 @@ "docs": { "show": true, "node_color": null }, "patch_path": null, "arguments": [], - "created_at": 1693603073.770865, + "created_at": 1699027426.5570712, "supported_languages": null }, - "macro.dbt.default__alter_column_comment": { - "name": "default__alter_column_comment", + "macro.elementary.postgres__create_or_replace": { + "name": "postgres__create_or_replace", "resource_type": "macro", - "package_name": "dbt", - "path": "macros/adapters/persist_docs.sql", - "original_file_path": "macros/adapters/persist_docs.sql", - "unique_id": "macro.dbt.default__alter_column_comment", - "macro_sql": "{% macro default__alter_column_comment(relation, column_dict) -%}\n {{ exceptions.raise_not_implemented(\n 'alter_column_comment macro not implemented for adapter '+adapter.type()) }}\n{% endmacro %}", - "depends_on": { "macros": [] }, + "package_name": "elementary", + "path": "macros/utils/table_operations/create_or_replace.sql", + "original_file_path": "macros/utils/table_operations/create_or_replace.sql", + "unique_id": "macro.elementary.postgres__create_or_replace", + "macro_sql": "{% macro postgres__create_or_replace(temporary, relation, sql_query) %}\n {% do elementary.run_query(\"BEGIN\") %}\n {% do dbt.drop_relation_if_exists(relation) %}\n {% do elementary.run_query(dbt.create_table_as(temporary, relation, sql_query)) %}\n {% do elementary.run_query(\"COMMIT\") %}\n{% endmacro %}", + "depends_on": { + "macros": [ + "macro.elementary.run_query", + "macro.dbt.drop_relation_if_exists", + "macro.dbt.create_table_as" + ] + }, "description": "", "meta": {}, "docs": { "show": true, "node_color": null }, "patch_path": null, "arguments": [], - "created_at": 1693603073.771029, + "created_at": 1699027426.557441, "supported_languages": null }, - "macro.dbt.alter_relation_comment": { - "name": "alter_relation_comment", + "macro.elementary.spark__create_or_replace": { + "name": "spark__create_or_replace", "resource_type": "macro", - "package_name": "dbt", - "path": "macros/adapters/persist_docs.sql", - "original_file_path": "macros/adapters/persist_docs.sql", - "unique_id": "macro.dbt.alter_relation_comment", - "macro_sql": "{% macro alter_relation_comment(relation, relation_comment) -%}\n {{ return(adapter.dispatch('alter_relation_comment', 'dbt')(relation, relation_comment)) }}\n{% endmacro %}", + "package_name": "elementary", + "path": "macros/utils/table_operations/create_or_replace.sql", + "original_file_path": "macros/utils/table_operations/create_or_replace.sql", + "unique_id": "macro.elementary.spark__create_or_replace", + "macro_sql": "{% macro spark__create_or_replace(temporary, relation, sql_query) %}\n {% do dbt.drop_relation_if_exists(relation) %}\n {% do elementary.run_query(dbt.create_table_as(temporary, relation, sql_query)) %}\n {% do adapter.commit() %}\n{% endmacro %}", "depends_on": { "macros": [ - "macro.dbt_snowflake.snowflake__alter_relation_comment" + "macro.dbt.drop_relation_if_exists", + "macro.elementary.run_query", + "macro.dbt.create_table_as" ] }, "description": "", @@ -8429,56 +25814,91 @@ "docs": { "show": true, "node_color": null }, "patch_path": null, "arguments": [], - "created_at": 1693603073.771234, + "created_at": 1699027426.557761, "supported_languages": null }, - "macro.dbt.default__alter_relation_comment": { - "name": "default__alter_relation_comment", + "macro.elementary.insert_as_select": { + "name": "insert_as_select", "resource_type": "macro", - "package_name": "dbt", - "path": "macros/adapters/persist_docs.sql", - "original_file_path": "macros/adapters/persist_docs.sql", - "unique_id": "macro.dbt.default__alter_relation_comment", - "macro_sql": "{% macro default__alter_relation_comment(relation, relation_comment) -%}\n {{ exceptions.raise_not_implemented(\n 'alter_relation_comment macro not implemented for adapter '+adapter.type()) }}\n{% endmacro %}", + "package_name": "elementary", + "path": "macros/utils/table_operations/insert_as_select.sql", + "original_file_path": "macros/utils/table_operations/insert_as_select.sql", + "unique_id": "macro.elementary.insert_as_select", + "macro_sql": "{% macro insert_as_select(table_relation, select_query) %}\n {# when calling this macro, you need to add depends on ref comment #}\n {# ref_model and select_query need to have the same columns #}\n\n {%- set insert_query %}\n insert into {{ table_relation }}\n with tmp_table as (\n {{ select_query }}\n )\n select * from tmp_table\n {%- endset %}\n\n {{ return(insert_query) }}\n\n{% endmacro %}", "depends_on": { "macros": [] }, "description": "", "meta": {}, "docs": { "show": true, "node_color": null }, "patch_path": null, "arguments": [], - "created_at": 1693603073.771394, + "created_at": 1699027426.558101, "supported_languages": null }, - "macro.dbt.persist_docs": { - "name": "persist_docs", + "macro.elementary.insert_rows": { + "name": "insert_rows", "resource_type": "macro", - "package_name": "dbt", - "path": "macros/adapters/persist_docs.sql", - "original_file_path": "macros/adapters/persist_docs.sql", - "unique_id": "macro.dbt.persist_docs", - "macro_sql": "{% macro persist_docs(relation, model, for_relation=true, for_columns=true) -%}\n {{ return(adapter.dispatch('persist_docs', 'dbt')(relation, model, for_relation, for_columns)) }}\n{% endmacro %}", - "depends_on": { "macros": ["macro.dbt.default__persist_docs"] }, + "package_name": "elementary", + "path": "macros/utils/table_operations/insert_rows.sql", + "original_file_path": "macros/utils/table_operations/insert_rows.sql", + "unique_id": "macro.elementary.insert_rows", + "macro_sql": "{% macro insert_rows(table_relation, rows, should_commit=false, chunk_size=5000) %}\n {% if not rows %}\n {{ return(none) }}\n {% endif %}\n\n {% if not table_relation %}\n {{ elementary.edr_log('Unable to insert rows to non-existent table. Please run \"dbt run -s elementary --target ' ~ target.name ~ '\"') }}\n {{ return(none) }}\n {% endif %}\n\n {% set columns = adapter.get_columns_in_relation(table_relation) %}\n {% if not columns %}\n {% set table_name = elementary.relation_to_full_name(table_relation) %}\n {{ elementary.edr_log('Could not extract columns for table - ' ~ table_name ~ ' (might be a permissions issue)') }}\n {{ return(none) }}\n {% endif %}\n\n {{ elementary.file_log('Inserting {} rows to table {}'.format(rows | length, table_relation)) }}\n {% set insert_rows_method = elementary.get_config_var('insert_rows_method') %}\n {% if insert_rows_method == 'max_query_size' %}\n {% set insert_rows_queries = elementary.get_insert_rows_queries(table_relation, columns, rows) %}\n {% set queries_len = insert_rows_queries | length %}\n {% for insert_query in insert_rows_queries %}\n {% do elementary.file_log(\"[{}/{}] Running insert query.\".format(loop.index, queries_len)) %}\n {% do elementary.run_query(insert_query) %}\n {% endfor %}\n {% elif insert_rows_method == 'chunk' %}\n {% set rows_chunks = elementary.split_list_to_chunks(rows, chunk_size) %}\n {% for rows_chunk in rows_chunks %}\n {% set insert_rows_query = elementary.get_chunk_insert_query(table_relation, columns, rows_chunk) %}\n {% do elementary.run_query(insert_rows_query) %}\n {% endfor %}\n {% else %}\n {% do exceptions.raise_compiler_error(\"Specified invalid value for 'insert_rows_method' var.\") %}\n {% endif %}\n\n {% if should_commit %}\n {% do adapter.commit() %}\n {% endif %}\n{% endmacro %}", + "depends_on": { + "macros": [ + "macro.elementary.edr_log", + "macro.elementary.relation_to_full_name", + "macro.elementary.file_log", + "macro.elementary.get_config_var", + "macro.elementary.get_insert_rows_queries", + "macro.elementary.run_query", + "macro.elementary.split_list_to_chunks", + "macro.elementary.get_chunk_insert_query" + ] + }, "description": "", "meta": {}, "docs": { "show": true, "node_color": null }, "patch_path": null, "arguments": [], - "created_at": 1693603073.771668, + "created_at": 1699027426.564951, "supported_languages": null }, - "macro.dbt.default__persist_docs": { - "name": "default__persist_docs", + "macro.elementary.get_insert_rows_queries": { + "name": "get_insert_rows_queries", "resource_type": "macro", - "package_name": "dbt", - "path": "macros/adapters/persist_docs.sql", - "original_file_path": "macros/adapters/persist_docs.sql", - "unique_id": "macro.dbt.default__persist_docs", - "macro_sql": "{% macro default__persist_docs(relation, model, for_relation, for_columns) -%}\n {% if for_relation and config.persist_relation_docs() and model.description %}\n {% do run_query(alter_relation_comment(relation, model.description)) %}\n {% endif %}\n\n {% if for_columns and config.persist_column_docs() and model.columns %}\n {% do run_query(alter_column_comment(relation, model.columns)) %}\n {% endif %}\n{% endmacro %}", + "package_name": "elementary", + "path": "macros/utils/table_operations/insert_rows.sql", + "original_file_path": "macros/utils/table_operations/insert_rows.sql", + "unique_id": "macro.elementary.get_insert_rows_queries", + "macro_sql": "{% macro get_insert_rows_queries(table_relation, columns, rows, query_max_size=elementary.get_config_var('query_max_size')) -%}\n {% set insert_queries = [] %}\n {% set insert_query %}\n insert into {{ table_relation }}\n ({%- for column in columns -%}\n {{- column.name -}} {{- \",\" if not loop.last else \"\" -}}\n {%- endfor -%}) values\n {% endset %}\n\n {% set current_query = namespace(data=insert_query) %}\n {% for row in rows %}\n {% set rendered_column_values = [] %}\n {% for column in columns %}\n {% if column.name.lower() == \"created_at\" %}\n {% set column_value = elementary.edr_current_timestamp() %}\n {% do rendered_column_values.append(column_value) %}\n {% else %}\n {% set column_value = elementary.insensitive_get_dict_value(row, column.name) %}\n {% do rendered_column_values.append(elementary.render_value(column_value)) %}\n {% endif %}\n {% endfor %}\n {% set row_sql = \"({})\".format(rendered_column_values | join(\",\")) %}\n {% set query_with_row = current_query.data + (\",\" if not loop.first else \"\") + row_sql %}\n\n {% if query_with_row | length > query_max_size %}\n {% set new_insert_query = insert_query + row_sql %}\n {# Check if row is too large to fit into an insert query. #}\n {% if new_insert_query | length > query_max_size %}\n {% do elementary.file_log(\"Oversized row for insert_rows: {}\".format(query_with_row)) %}\n {% do exceptions.raise_compiler_error(\"Row to be inserted exceeds var('query_max_size'). Consider increasing its value.\") %}\n {% endif %}\n {% do insert_queries.append(current_query.data) %}\n {% set current_query.data = new_insert_query %}\n {% else %}\n {% set current_query.data = query_with_row %}\n {% endif %}\n {% if loop.last %}\n {% do insert_queries.append(current_query.data) %}\n {% endif %}\n {% endfor %}\n\n {{ return(insert_queries) }}\n{%- endmacro %}", + "depends_on": { + "macros": [ + "macro.elementary.get_config_var", + "macro.elementary.edr_current_timestamp", + "macro.elementary.insensitive_get_dict_value", + "macro.elementary.render_value", + "macro.elementary.file_log" + ] + }, + "description": "", + "meta": {}, + "docs": { "show": true, "node_color": null }, + "patch_path": null, + "arguments": [], + "created_at": 1699027426.566776, + "supported_languages": null + }, + "macro.elementary.get_chunk_insert_query": { + "name": "get_chunk_insert_query", + "resource_type": "macro", + "package_name": "elementary", + "path": "macros/utils/table_operations/insert_rows.sql", + "original_file_path": "macros/utils/table_operations/insert_rows.sql", + "unique_id": "macro.elementary.get_chunk_insert_query", + "macro_sql": "{% macro get_chunk_insert_query(table_relation, columns, rows) -%}\n {% set insert_rows_query %}\n insert into {{ table_relation }}\n ({%- for column in columns -%}\n {{- column.name -}} {{- \",\" if not loop.last else \"\" -}}\n {%- endfor -%}) values\n {% for row in rows -%}\n ({%- for column in columns -%}\n {%- set column_value = elementary.insensitive_get_dict_value(row, column.name, none) -%}\n {{ elementary.render_value(column_value) }}\n {{- \",\" if not loop.last else \"\" -}}\n {%- endfor -%}) {{- \",\" if not loop.last else \"\" -}}\n {%- endfor -%}\n {% endset %}\n {{ return(insert_rows_query) }}\n{%- endmacro %}", "depends_on": { "macros": [ - "macro.dbt.run_query", - "macro.dbt.alter_relation_comment", - "macro.dbt.alter_column_comment" + "macro.elementary.insensitive_get_dict_value", + "macro.elementary.render_value" ] }, "description": "", @@ -8486,112 +25906,112 @@ "docs": { "show": true, "node_color": null }, "patch_path": null, "arguments": [], - "created_at": 1693603073.7721589, + "created_at": 1699027426.567466, "supported_languages": null }, - "macro.dbt.get_catalog": { - "name": "get_catalog", + "macro.elementary.escape_special_chars": { + "name": "escape_special_chars", "resource_type": "macro", - "package_name": "dbt", - "path": "macros/adapters/metadata.sql", - "original_file_path": "macros/adapters/metadata.sql", - "unique_id": "macro.dbt.get_catalog", - "macro_sql": "{% macro get_catalog(information_schema, schemas) -%}\n {{ return(adapter.dispatch('get_catalog', 'dbt')(information_schema, schemas)) }}\n{%- endmacro %}", + "package_name": "elementary", + "path": "macros/utils/table_operations/insert_rows.sql", + "original_file_path": "macros/utils/table_operations/insert_rows.sql", + "unique_id": "macro.elementary.escape_special_chars", + "macro_sql": "{% macro escape_special_chars(string_value) %}\n {{ return(adapter.dispatch('escape_special_chars', 'elementary')(string_value)) }}\n{% endmacro %}", "depends_on": { - "macros": ["macro.dbt_snowflake.snowflake__get_catalog"] + "macros": ["macro.elementary.default__escape_special_chars"] }, "description": "", "meta": {}, "docs": { "show": true, "node_color": null }, "patch_path": null, "arguments": [], - "created_at": 1693603073.773972, + "created_at": 1699027426.567647, "supported_languages": null }, - "macro.dbt.default__get_catalog": { - "name": "default__get_catalog", + "macro.elementary.default__escape_special_chars": { + "name": "default__escape_special_chars", "resource_type": "macro", - "package_name": "dbt", - "path": "macros/adapters/metadata.sql", - "original_file_path": "macros/adapters/metadata.sql", - "unique_id": "macro.dbt.default__get_catalog", - "macro_sql": "{% macro default__get_catalog(information_schema, schemas) -%}\n\n {% set typename = adapter.type() %}\n {% set msg -%}\n get_catalog not implemented for {{ typename }}\n {%- endset %}\n\n {{ exceptions.raise_compiler_error(msg) }}\n{% endmacro %}", + "package_name": "elementary", + "path": "macros/utils/table_operations/insert_rows.sql", + "original_file_path": "macros/utils/table_operations/insert_rows.sql", + "unique_id": "macro.elementary.default__escape_special_chars", + "macro_sql": "\n\n{%- macro default__escape_special_chars(string_value) -%}\n {{- return(string_value | replace(\"\\\\\", \"\\\\\\\\\") | replace(\"'\", \"\\\\'\") | replace(\"\\n\", \"\\\\n\") | replace(\"\\r\", \"\\\\r\")) -}}\n{%- endmacro -%}\n\n", "depends_on": { "macros": [] }, "description": "", "meta": {}, "docs": { "show": true, "node_color": null }, "patch_path": null, "arguments": [], - "created_at": 1693603073.77423, + "created_at": 1699027426.567909, "supported_languages": null }, - "macro.dbt.information_schema_name": { - "name": "information_schema_name", + "macro.elementary.redshift__escape_special_chars": { + "name": "redshift__escape_special_chars", "resource_type": "macro", - "package_name": "dbt", - "path": "macros/adapters/metadata.sql", - "original_file_path": "macros/adapters/metadata.sql", - "unique_id": "macro.dbt.information_schema_name", - "macro_sql": "{% macro information_schema_name(database) %}\n {{ return(adapter.dispatch('information_schema_name', 'dbt')(database)) }}\n{% endmacro %}", - "depends_on": { - "macros": ["macro.dbt.default__information_schema_name"] - }, + "package_name": "elementary", + "path": "macros/utils/table_operations/insert_rows.sql", + "original_file_path": "macros/utils/table_operations/insert_rows.sql", + "unique_id": "macro.elementary.redshift__escape_special_chars", + "macro_sql": "{%- macro redshift__escape_special_chars(string_value) -%}\n {{- return(string_value | replace(\"\\\\\", \"\\\\\\\\\") | replace(\"'\", \"\\\\'\") | replace(\"\\n\", \"\\\\n\") | replace(\"\\r\", \"\\\\r\")) -}}\n{%- endmacro -%}\n\n", + "depends_on": { "macros": [] }, "description": "", "meta": {}, "docs": { "show": true, "node_color": null }, "patch_path": null, "arguments": [], - "created_at": 1693603073.774407, + "created_at": 1699027426.56817, "supported_languages": null }, - "macro.dbt.default__information_schema_name": { - "name": "default__information_schema_name", + "macro.elementary.postgres__escape_special_chars": { + "name": "postgres__escape_special_chars", "resource_type": "macro", - "package_name": "dbt", - "path": "macros/adapters/metadata.sql", - "original_file_path": "macros/adapters/metadata.sql", - "unique_id": "macro.dbt.default__information_schema_name", - "macro_sql": "{% macro default__information_schema_name(database) -%}\n {%- if database -%}\n {{ database }}.INFORMATION_SCHEMA\n {%- else -%}\n INFORMATION_SCHEMA\n {%- endif -%}\n{%- endmacro %}", + "package_name": "elementary", + "path": "macros/utils/table_operations/insert_rows.sql", + "original_file_path": "macros/utils/table_operations/insert_rows.sql", + "unique_id": "macro.elementary.postgres__escape_special_chars", + "macro_sql": "{%- macro postgres__escape_special_chars(string_value) -%}\n {{- return(string_value | replace(\"'\", \"''\")) -}}\n{%- endmacro -%}\n\n", "depends_on": { "macros": [] }, "description": "", "meta": {}, "docs": { "show": true, "node_color": null }, "patch_path": null, "arguments": [], - "created_at": 1693603073.774556, + "created_at": 1699027426.56832, "supported_languages": null }, - "macro.dbt.list_schemas": { - "name": "list_schemas", + "macro.elementary.render_value": { + "name": "render_value", "resource_type": "macro", - "package_name": "dbt", - "path": "macros/adapters/metadata.sql", - "original_file_path": "macros/adapters/metadata.sql", - "unique_id": "macro.dbt.list_schemas", - "macro_sql": "{% macro list_schemas(database) -%}\n {{ return(adapter.dispatch('list_schemas', 'dbt')(database)) }}\n{% endmacro %}", + "package_name": "elementary", + "path": "macros/utils/table_operations/insert_rows.sql", + "original_file_path": "macros/utils/table_operations/insert_rows.sql", + "unique_id": "macro.elementary.render_value", + "macro_sql": "{%- macro render_value(value) -%}\n {%- if value is defined and value is not none -%}\n {%- if value is number -%}\n {{- value -}}\n {%- elif value is string -%}\n '{{- elementary.escape_special_chars(value) -}}'\n {%- elif value is mapping or value is sequence -%}\n '{{- elementary.escape_special_chars(tojson(value)) -}}'\n {%- else -%}\n NULL\n {%- endif -%}\n {%- else -%}\n NULL\n {%- endif -%}\n{%- endmacro -%}", "depends_on": { - "macros": ["macro.dbt_snowflake.snowflake__list_schemas"] + "macros": ["macro.elementary.escape_special_chars"] }, "description": "", "meta": {}, "docs": { "show": true, "node_color": null }, "patch_path": null, "arguments": [], - "created_at": 1693603073.7747252, + "created_at": 1699027426.5687659, "supported_languages": null }, - "macro.dbt.default__list_schemas": { - "name": "default__list_schemas", + "macro.elementary.delete_and_insert": { + "name": "delete_and_insert", "resource_type": "macro", - "package_name": "dbt", - "path": "macros/adapters/metadata.sql", - "original_file_path": "macros/adapters/metadata.sql", - "unique_id": "macro.dbt.default__list_schemas", - "macro_sql": "{% macro default__list_schemas(database) -%}\n {% set sql %}\n select distinct schema_name\n from {{ information_schema_name(database) }}.SCHEMATA\n where catalog_name ilike '{{ database }}'\n {% endset %}\n {{ return(run_query(sql)) }}\n{% endmacro %}", + "package_name": "elementary", + "path": "macros/utils/table_operations/delete_and_insert.sql", + "original_file_path": "macros/utils/table_operations/delete_and_insert.sql", + "unique_id": "macro.elementary.delete_and_insert", + "macro_sql": "{% macro delete_and_insert(relation, insert_rows=none, delete_values=none, delete_column_key=none) %}\n {% do elementary.file_log(\"Deleting from and inserting to: {}\".format(relation)) %}\n {% set delete_rows = [] %}\n {% for delete_val in delete_values %}\n {% do delete_rows.append({delete_column_key: delete_val}) %}\n {% endfor %}\n\n {% if delete_values %}\n {% set delete_relation = elementary.create_intermediate_relation(relation, delete_rows, temporary=True, like_columns=[delete_column_key]) %}\n {% endif %}\n\n {% if insert_rows %}\n {% set insert_relation = elementary.create_intermediate_relation(relation, insert_rows, temporary=True) %}\n {% endif %}\n\n {% if not insert_relation and not delete_relation %}\n {% do return(none) %}\n {% endif %}\n\n {% set queries = elementary.get_delete_and_insert_queries(relation, insert_relation, delete_relation, delete_column_key) %}\n {% for query in queries %}\n {% do elementary.run_query(query) %}\n {% endfor %}\n\n {# Make sure we delete the temp tables we created #}\n {% if delete_relation %}\n {% do adapter.drop_relation(delete_relation) %}\n {% endif %}\n {% if insert_relation %}\n {% do adapter.drop_relation(insert_relation) %}\n {% endif %}\n\n {% do elementary.file_log(\"Finished deleting from and inserting to: {}\".format(relation)) %}\n{% endmacro %}", "depends_on": { "macros": [ - "macro.dbt.information_schema_name", - "macro.dbt.run_query" + "macro.elementary.file_log", + "macro.elementary.create_intermediate_relation", + "macro.elementary.get_delete_and_insert_queries", + "macro.elementary.run_query" ] }, "description": "", @@ -8599,152 +26019,143 @@ "docs": { "show": true, "node_color": null }, "patch_path": null, "arguments": [], - "created_at": 1693603073.77496, + "created_at": 1699027426.571931, "supported_languages": null }, - "macro.dbt.check_schema_exists": { - "name": "check_schema_exists", + "macro.elementary.get_delete_and_insert_queries": { + "name": "get_delete_and_insert_queries", "resource_type": "macro", - "package_name": "dbt", - "path": "macros/adapters/metadata.sql", - "original_file_path": "macros/adapters/metadata.sql", - "unique_id": "macro.dbt.check_schema_exists", - "macro_sql": "{% macro check_schema_exists(information_schema, schema) -%}\n {{ return(adapter.dispatch('check_schema_exists', 'dbt')(information_schema, schema)) }}\n{% endmacro %}", + "package_name": "elementary", + "path": "macros/utils/table_operations/delete_and_insert.sql", + "original_file_path": "macros/utils/table_operations/delete_and_insert.sql", + "unique_id": "macro.elementary.get_delete_and_insert_queries", + "macro_sql": "{% macro get_delete_and_insert_queries(relation, insert_relation, delete_relation, delete_column_key) %}\n {% do return(adapter.dispatch(\"get_delete_and_insert_queries\", \"elementary\")(relation, insert_relation, delete_relation, delete_column_key)) %}\n{% endmacro %}", "depends_on": { - "macros": ["macro.dbt_snowflake.snowflake__check_schema_exists"] + "macros": [ + "macro.elementary.default__get_delete_and_insert_queries" + ] }, "description": "", "meta": {}, "docs": { "show": true, "node_color": null }, "patch_path": null, "arguments": [], - "created_at": 1693603073.7751591, + "created_at": 1699027426.572206, "supported_languages": null }, - "macro.dbt.default__check_schema_exists": { - "name": "default__check_schema_exists", + "macro.elementary.default__get_delete_and_insert_queries": { + "name": "default__get_delete_and_insert_queries", "resource_type": "macro", - "package_name": "dbt", - "path": "macros/adapters/metadata.sql", - "original_file_path": "macros/adapters/metadata.sql", - "unique_id": "macro.dbt.default__check_schema_exists", - "macro_sql": "{% macro default__check_schema_exists(information_schema, schema) -%}\n {% set sql -%}\n select count(*)\n from {{ information_schema.replace(information_schema_view='SCHEMATA') }}\n where catalog_name='{{ information_schema.database }}'\n and schema_name='{{ schema }}'\n {%- endset %}\n {{ return(run_query(sql)) }}\n{% endmacro %}", - "depends_on": { - "macros": ["macro.dbt.replace", "macro.dbt.run_query"] - }, + "package_name": "elementary", + "path": "macros/utils/table_operations/delete_and_insert.sql", + "original_file_path": "macros/utils/table_operations/delete_and_insert.sql", + "unique_id": "macro.elementary.default__get_delete_and_insert_queries", + "macro_sql": "{% macro default__get_delete_and_insert_queries(relation, insert_relation, delete_relation, delete_column_key) %}\n {% set query %}\n begin transaction;\n {% if delete_relation %}\n delete from {{ relation }}\n where\n {{ delete_column_key }} is null\n or {{ delete_column_key }} in (select {{ delete_column_key }} from {{ delete_relation }});\n {% endif %}\n {% if insert_relation %}\n insert into {{ relation }} select * from {{ insert_relation }};\n {% endif %}\n commit;\n {% endset %}\n {% do return([query]) %}\n{% endmacro %}", + "depends_on": { "macros": [] }, "description": "", "meta": {}, "docs": { "show": true, "node_color": null }, "patch_path": null, "arguments": [], - "created_at": 1693603073.775468, + "created_at": 1699027426.572651, "supported_languages": null }, - "macro.dbt.list_relations_without_caching": { - "name": "list_relations_without_caching", + "macro.elementary.spark__get_delete_and_insert_queries": { + "name": "spark__get_delete_and_insert_queries", "resource_type": "macro", - "package_name": "dbt", - "path": "macros/adapters/metadata.sql", - "original_file_path": "macros/adapters/metadata.sql", - "unique_id": "macro.dbt.list_relations_without_caching", - "macro_sql": "{% macro list_relations_without_caching(schema_relation) %}\n {{ return(adapter.dispatch('list_relations_without_caching', 'dbt')(schema_relation)) }}\n{% endmacro %}", - "depends_on": { - "macros": [ - "macro.dbt_snowflake.snowflake__list_relations_without_caching" - ] - }, + "package_name": "elementary", + "path": "macros/utils/table_operations/delete_and_insert.sql", + "original_file_path": "macros/utils/table_operations/delete_and_insert.sql", + "unique_id": "macro.elementary.spark__get_delete_and_insert_queries", + "macro_sql": "{% macro spark__get_delete_and_insert_queries(relation, insert_relation, delete_relation, delete_column_key) %}\n {% set queries = [] %}\n\n {# Calling `is_delta` raises an error if `metadata` is None - https://github.com/databricks/dbt-databricks/blob/33dca4b66b05f268741030b33659d34ff69591c1/dbt/adapters/databricks/relation.py#L71 #}\n {% if delete_relation and relation.metadata and relation.is_delta %}\n {% set delete_query %}\n merge into {{ relation }} as source\n using {{ delete_relation }} as target\n on (source.{{ delete_column_key }} = target.{{ delete_column_key }}) or source.{{ delete_column_key }} is null\n when matched then delete;\n {% endset %}\n {% do queries.append(delete_query) %}\n\n {% elif delete_relation %}\n {% set delete_query %}\n delete from {{ relation }}\n where\n {{ delete_column_key }} is null\n or {{ delete_column_key }} in (select {{ delete_column_key }} from {{ delete_relation }});\n {% endset %}\n {% do queries.append(delete_query) %}\n {% endif %}\n\n {% if insert_relation %}\n {% set insert_query %}\n insert into {{ relation }} select * from {{ insert_relation }};\n {% endset %}\n {% do queries.append(insert_query) %}\n {% endif %}\n\n {% do return(queries) %}\n{% endmacro %}", + "depends_on": { "macros": [] }, "description": "", "meta": {}, "docs": { "show": true, "node_color": null }, "patch_path": null, "arguments": [], - "created_at": 1693603073.775666, + "created_at": 1699027426.573587, "supported_languages": null }, - "macro.dbt.default__list_relations_without_caching": { - "name": "default__list_relations_without_caching", + "macro.elementary.merge_sql": { + "name": "merge_sql", "resource_type": "macro", - "package_name": "dbt", - "path": "macros/adapters/metadata.sql", - "original_file_path": "macros/adapters/metadata.sql", - "unique_id": "macro.dbt.default__list_relations_without_caching", - "macro_sql": "{% macro default__list_relations_without_caching(schema_relation) %}\n {{ exceptions.raise_not_implemented(\n 'list_relations_without_caching macro not implemented for adapter '+adapter.type()) }}\n{% endmacro %}", - "depends_on": { "macros": [] }, + "package_name": "elementary", + "path": "macros/utils/table_operations/merge_sql.sql", + "original_file_path": "macros/utils/table_operations/merge_sql.sql", + "unique_id": "macro.elementary.merge_sql", + "macro_sql": "{% macro merge_sql(target_relation, tmp_relation, unique_key, dest_columns, incremental_predicates=none) -%}\n {{ return(adapter.dispatch('merge_sql', 'elementary')(target_relation, tmp_relation, unique_key, dest_columns, incremental_predicates)) }}\n{%- endmacro %}", + "depends_on": { "macros": ["macro.elementary.default__merge_sql"] }, "description": "", "meta": {}, "docs": { "show": true, "node_color": null }, "patch_path": null, "arguments": [], - "created_at": 1693603073.775827, + "created_at": 1699027426.5742102, "supported_languages": null }, - "macro.dbt.get_relations": { - "name": "get_relations", + "macro.elementary.default__merge_sql": { + "name": "default__merge_sql", "resource_type": "macro", - "package_name": "dbt", - "path": "macros/adapters/metadata.sql", - "original_file_path": "macros/adapters/metadata.sql", - "unique_id": "macro.dbt.get_relations", - "macro_sql": "{% macro get_relations() %}\n {{ return(adapter.dispatch('get_relations', 'dbt')()) }}\n{% endmacro %}", - "depends_on": { "macros": ["macro.dbt.default__get_relations"] }, + "package_name": "elementary", + "path": "macros/utils/table_operations/merge_sql.sql", + "original_file_path": "macros/utils/table_operations/merge_sql.sql", + "unique_id": "macro.elementary.default__merge_sql", + "macro_sql": "{% macro default__merge_sql(target_relation, tmp_relation, unique_key, dest_columns, incremental_predicates) %}\n {% set macro = dbt.get_merge_sql %}\n {% if \"incremental_predicates\" in macro.get_macro().arguments %}\n {% do return(macro(target_relation, tmp_relation, unique_key, dest_columns, incremental_predicates)) %}\n {% endif %}\n {% do return(macro(target_relation, tmp_relation, unique_key, dest_columns)) %}\n{% endmacro %}", + "depends_on": { "macros": [] }, "description": "", "meta": {}, "docs": { "show": true, "node_color": null }, "patch_path": null, "arguments": [], - "created_at": 1693603073.775985, + "created_at": 1699027426.574687, "supported_languages": null }, - "macro.dbt.default__get_relations": { - "name": "default__get_relations", + "macro.elementary.postgres__merge_sql": { + "name": "postgres__merge_sql", "resource_type": "macro", - "package_name": "dbt", - "path": "macros/adapters/metadata.sql", - "original_file_path": "macros/adapters/metadata.sql", - "unique_id": "macro.dbt.default__get_relations", - "macro_sql": "{% macro default__get_relations() %}\n {{ exceptions.raise_not_implemented(\n 'get_relations macro not implemented for adapter '+adapter.type()) }}\n{% endmacro %}", + "package_name": "elementary", + "path": "macros/utils/table_operations/merge_sql.sql", + "original_file_path": "macros/utils/table_operations/merge_sql.sql", + "unique_id": "macro.elementary.postgres__merge_sql", + "macro_sql": "{% macro postgres__merge_sql(target_relation, tmp_relation, unique_key, dest_columns, incremental_predicates) %}\n {% set macro = dbt.get_delete_insert_merge_sql %}\n {% if \"incremental_predicates\" in macro.get_macro().arguments %}\n {% do return(macro(target_relation, tmp_relation, unique_key, dest_columns, incremental_predicates)) %}\n {% endif %}\n {% do return(macro(target_relation, tmp_relation, unique_key, dest_columns)) %}\n {{ return(merge_sql) }}\n{% endmacro %}", "depends_on": { "macros": [] }, "description": "", "meta": {}, "docs": { "show": true, "node_color": null }, "patch_path": null, "arguments": [], - "created_at": 1693603073.7761989, + "created_at": 1699027426.575233, "supported_languages": null }, - "macro.dbt.drop_relation": { - "name": "drop_relation", + "macro.elementary.get_column_in_relation": { + "name": "get_column_in_relation", "resource_type": "macro", - "package_name": "dbt", - "path": "macros/adapters/drop_relation.sql", - "original_file_path": "macros/adapters/drop_relation.sql", - "unique_id": "macro.dbt.drop_relation", - "macro_sql": "{% macro drop_relation(relation) -%}\n {{ return(adapter.dispatch('drop_relation', 'dbt')(relation)) }}\n{% endmacro %}", - "depends_on": { - "macros": ["macro.dbt_snowflake.snowflake__drop_relation"] - }, + "package_name": "elementary", + "path": "macros/utils/table_operations/get_column_in_relation.sql", + "original_file_path": "macros/utils/table_operations/get_column_in_relation.sql", + "unique_id": "macro.elementary.get_column_in_relation", + "macro_sql": "{% macro get_column_in_relation(relation, column_name) %}\n {% set columns = adapter.get_columns_in_relation(relation) %}\n {% for column in columns %}\n {% if column.name == column_name %}\n {% do return(column) %}\n {% endif %}\n {% endfor %}\n {% do return(none) %}\n{% endmacro %}", + "depends_on": { "macros": [] }, "description": "", "meta": {}, "docs": { "show": true, "node_color": null }, "patch_path": null, "arguments": [], - "created_at": 1693603073.777076, + "created_at": 1699027426.575694, "supported_languages": null }, - "macro.dbt.default__drop_relation": { - "name": "default__drop_relation", + "macro.elementary.get_relation_max_name_length": { + "name": "get_relation_max_name_length", "resource_type": "macro", - "package_name": "dbt", - "path": "macros/adapters/drop_relation.sql", - "original_file_path": "macros/adapters/drop_relation.sql", - "unique_id": "macro.dbt.default__drop_relation", - "macro_sql": "{% macro default__drop_relation(relation) -%}\n {% call statement('drop_relation', auto_begin=False) -%}\n {%- if relation.is_table -%}\n {{- drop_table(relation) -}}\n {%- elif relation.is_view -%}\n {{- drop_view(relation) -}}\n {%- elif relation.is_materialized_view -%}\n {{- drop_materialized_view(relation) -}}\n {%- else -%}\n drop {{ relation.type }} if exists {{ relation }} cascade\n {%- endif -%}\n {%- endcall %}\n{% endmacro %}", + "package_name": "elementary", + "path": "macros/utils/table_operations/get_relation_max_length.sql", + "original_file_path": "macros/utils/table_operations/get_relation_max_length.sql", + "unique_id": "macro.elementary.get_relation_max_name_length", + "macro_sql": "{% macro get_relation_max_name_length() %}\n {{ return(adapter.dispatch('get_relation_max_name_length', 'elementary')()) }}\n{% endmacro %}", "depends_on": { "macros": [ - "macro.dbt.statement", - "macro.dbt.drop_table", - "macro.dbt.drop_view", - "macro.dbt.drop_materialized_view" + "macro.elementary.default__get_relation_max_name_length" ] }, "description": "", @@ -8752,124 +26163,149 @@ "docs": { "show": true, "node_color": null }, "patch_path": null, "arguments": [], - "created_at": 1693603073.777514, + "created_at": 1699027426.5760589, "supported_languages": null }, - "macro.dbt.drop_table": { - "name": "drop_table", + "macro.elementary.default__get_relation_max_name_length": { + "name": "default__get_relation_max_name_length", "resource_type": "macro", - "package_name": "dbt", - "path": "macros/adapters/drop_relation.sql", - "original_file_path": "macros/adapters/drop_relation.sql", - "unique_id": "macro.dbt.drop_table", - "macro_sql": "{% macro drop_table(relation) -%}\n {{ return(adapter.dispatch('drop_table', 'dbt')(relation)) }}\n{%- endmacro %}", - "depends_on": { "macros": ["macro.dbt.default__drop_table"] }, + "package_name": "elementary", + "path": "macros/utils/table_operations/get_relation_max_length.sql", + "original_file_path": "macros/utils/table_operations/get_relation_max_length.sql", + "unique_id": "macro.elementary.default__get_relation_max_name_length", + "macro_sql": "{% macro default__get_relation_max_name_length(temporary, relation, sql_query) %}\n {{ return(none) }}\n{% endmacro %}", + "depends_on": { "macros": [] }, "description": "", "meta": {}, "docs": { "show": true, "node_color": null }, "patch_path": null, "arguments": [], - "created_at": 1693603073.777687, + "created_at": 1699027426.5761962, "supported_languages": null }, - "macro.dbt.default__drop_table": { - "name": "default__drop_table", + "macro.elementary.redshift__get_relation_max_name_length": { + "name": "redshift__get_relation_max_name_length", "resource_type": "macro", - "package_name": "dbt", - "path": "macros/adapters/drop_relation.sql", - "original_file_path": "macros/adapters/drop_relation.sql", - "unique_id": "macro.dbt.default__drop_table", - "macro_sql": "{% macro default__drop_table(relation) -%}\n drop table if exists {{ relation }} cascade\n{%- endmacro %}", + "package_name": "elementary", + "path": "macros/utils/table_operations/get_relation_max_length.sql", + "original_file_path": "macros/utils/table_operations/get_relation_max_length.sql", + "unique_id": "macro.elementary.redshift__get_relation_max_name_length", + "macro_sql": "{% macro redshift__get_relation_max_name_length(temporary, relation, sql_query) %}\n {{ return(127) }}\n{% endmacro %}", "depends_on": { "macros": [] }, "description": "", "meta": {}, "docs": { "show": true, "node_color": null }, "patch_path": null, "arguments": [], - "created_at": 1693603073.7777941, + "created_at": 1699027426.576329, "supported_languages": null }, - "macro.dbt.drop_view": { - "name": "drop_view", + "macro.elementary.postgres__get_relation_max_name_length": { + "name": "postgres__get_relation_max_name_length", "resource_type": "macro", - "package_name": "dbt", - "path": "macros/adapters/drop_relation.sql", - "original_file_path": "macros/adapters/drop_relation.sql", - "unique_id": "macro.dbt.drop_view", - "macro_sql": "{% macro drop_view(relation) -%}\n {{ return(adapter.dispatch('drop_view', 'dbt')(relation)) }}\n{%- endmacro %}", - "depends_on": { "macros": ["macro.dbt.default__drop_view"] }, + "package_name": "elementary", + "path": "macros/utils/table_operations/get_relation_max_length.sql", + "original_file_path": "macros/utils/table_operations/get_relation_max_length.sql", + "unique_id": "macro.elementary.postgres__get_relation_max_name_length", + "macro_sql": "{% macro postgres__get_relation_max_name_length(temporary, relation, sql_query) %}\n {{ return(63) }}\n{% endmacro %}", + "depends_on": { "macros": [] }, "description": "", "meta": {}, "docs": { "show": true, "node_color": null }, "patch_path": null, "arguments": [], - "created_at": 1693603073.7779908, + "created_at": 1699027426.576461, "supported_languages": null }, - "macro.dbt.default__drop_view": { - "name": "default__drop_view", + "macro.elementary.spark__get_relation_max_name_length": { + "name": "spark__get_relation_max_name_length", "resource_type": "macro", - "package_name": "dbt", - "path": "macros/adapters/drop_relation.sql", - "original_file_path": "macros/adapters/drop_relation.sql", - "unique_id": "macro.dbt.default__drop_view", - "macro_sql": "{% macro default__drop_view(relation) -%}\n drop view if exists {{ relation }} cascade\n{%- endmacro %}", + "package_name": "elementary", + "path": "macros/utils/table_operations/get_relation_max_length.sql", + "original_file_path": "macros/utils/table_operations/get_relation_max_length.sql", + "unique_id": "macro.elementary.spark__get_relation_max_name_length", + "macro_sql": "{% macro spark__get_relation_max_name_length(temporary, relation, sql_query) %}\n {{ return(127) }}\n{% endmacro %}", "depends_on": { "macros": [] }, "description": "", "meta": {}, "docs": { "show": true, "node_color": null }, "patch_path": null, "arguments": [], - "created_at": 1693603073.778104, + "created_at": 1699027426.576593, "supported_languages": null }, - "macro.dbt.drop_materialized_view": { - "name": "drop_materialized_view", + "macro.elementary.get_timestamped_table_suffix": { + "name": "get_timestamped_table_suffix", "resource_type": "macro", - "package_name": "dbt", - "path": "macros/adapters/drop_relation.sql", - "original_file_path": "macros/adapters/drop_relation.sql", - "unique_id": "macro.dbt.drop_materialized_view", - "macro_sql": "{% macro drop_materialized_view(relation) -%}\n {{ return(adapter.dispatch('drop_materialized_view', 'dbt')(relation)) }}\n{%- endmacro %}", + "package_name": "elementary", + "path": "macros/utils/table_operations/get_timestamped_table_suffix.sql", + "original_file_path": "macros/utils/table_operations/get_timestamped_table_suffix.sql", + "unique_id": "macro.elementary.get_timestamped_table_suffix", + "macro_sql": "{% macro get_timestamped_table_suffix() %}\n {% do return(modules.datetime.datetime.utcnow().strftime('__tmp_%Y%m%d%H%M%S%f')) %}\n{% endmacro %}", + "depends_on": { "macros": [] }, + "description": "", + "meta": {}, + "docs": { "show": true, "node_color": null }, + "patch_path": null, + "arguments": [], + "created_at": 1699027426.576805, + "supported_languages": null + }, + "macro.elementary.replace_table_data": { + "name": "replace_table_data", + "resource_type": "macro", + "package_name": "elementary", + "path": "macros/utils/table_operations/replace_table_data.sql", + "original_file_path": "macros/utils/table_operations/replace_table_data.sql", + "unique_id": "macro.elementary.replace_table_data", + "macro_sql": "{% macro replace_table_data(relation, rows) %}\n {{ return(adapter.dispatch('replace_table_data', 'elementary')(relation, rows)) }}\n{% endmacro %}", "depends_on": { - "macros": ["macro.dbt.default__drop_materialized_view"] + "macros": ["macro.elementary.default__replace_table_data"] }, "description": "", "meta": {}, "docs": { "show": true, "node_color": null }, "patch_path": null, "arguments": [], - "created_at": 1693603073.7782762, + "created_at": 1699027426.5773451, "supported_languages": null }, - "macro.dbt.default__drop_materialized_view": { - "name": "default__drop_materialized_view", + "macro.elementary.default__replace_table_data": { + "name": "default__replace_table_data", "resource_type": "macro", - "package_name": "dbt", - "path": "macros/adapters/drop_relation.sql", - "original_file_path": "macros/adapters/drop_relation.sql", - "unique_id": "macro.dbt.default__drop_materialized_view", - "macro_sql": "{% macro default__drop_materialized_view(relation) -%}\n drop materialized view if exists {{ relation }} cascade\n{%- endmacro %}", - "depends_on": { "macros": [] }, + "package_name": "elementary", + "path": "macros/utils/table_operations/replace_table_data.sql", + "original_file_path": "macros/utils/table_operations/replace_table_data.sql", + "unique_id": "macro.elementary.default__replace_table_data", + "macro_sql": "{% macro default__replace_table_data(relation, rows) %}\n {% set intermediate_relation = elementary.create_intermediate_relation(relation, rows, temporary=True) %}\n {% do elementary.run_query(dbt.create_table_as(False, relation, 'select * from {}'.format(intermediate_relation))) %}\n {% do adapter.drop_relation(intermediate_relation) %}\n{% endmacro %}", + "depends_on": { + "macros": [ + "macro.elementary.create_intermediate_relation", + "macro.elementary.run_query", + "macro.dbt.create_table_as" + ] + }, "description": "", "meta": {}, "docs": { "show": true, "node_color": null }, "patch_path": null, "arguments": [], - "created_at": 1693603073.778382, + "created_at": 1699027426.5777862, "supported_languages": null }, - "macro.dbt.get_columns_in_relation": { - "name": "get_columns_in_relation", + "macro.elementary.databricks__replace_table_data": { + "name": "databricks__replace_table_data", "resource_type": "macro", - "package_name": "dbt", - "path": "macros/adapters/columns.sql", - "original_file_path": "macros/adapters/columns.sql", - "unique_id": "macro.dbt.get_columns_in_relation", - "macro_sql": "{% macro get_columns_in_relation(relation) -%}\n {{ return(adapter.dispatch('get_columns_in_relation', 'dbt')(relation)) }}\n{% endmacro %}", + "package_name": "elementary", + "path": "macros/utils/table_operations/replace_table_data.sql", + "original_file_path": "macros/utils/table_operations/replace_table_data.sql", + "unique_id": "macro.elementary.databricks__replace_table_data", + "macro_sql": "{% macro databricks__replace_table_data(relation, rows) %}\n {% do dbt.truncate_relation(relation) %}\n {% do elementary.insert_rows(relation, rows, should_commit=false, chunk_size=elementary.get_config_var('dbt_artifacts_chunk_size')) %}\n{% endmacro %}", "depends_on": { "macros": [ - "macro.dbt_snowflake.snowflake__get_columns_in_relation" + "macro.dbt.truncate_relation", + "macro.elementary.insert_rows", + "macro.elementary.get_config_var" ] }, "description": "", @@ -8877,350 +26313,476 @@ "docs": { "show": true, "node_color": null }, "patch_path": null, "arguments": [], - "created_at": 1693603073.7805922, + "created_at": 1699027426.578099, "supported_languages": null }, - "macro.dbt.default__get_columns_in_relation": { - "name": "default__get_columns_in_relation", + "macro.elementary.spark__replace_table_data": { + "name": "spark__replace_table_data", "resource_type": "macro", - "package_name": "dbt", - "path": "macros/adapters/columns.sql", - "original_file_path": "macros/adapters/columns.sql", - "unique_id": "macro.dbt.default__get_columns_in_relation", - "macro_sql": "{% macro default__get_columns_in_relation(relation) -%}\n {{ exceptions.raise_not_implemented(\n 'get_columns_in_relation macro not implemented for adapter '+adapter.type()) }}\n{% endmacro %}", - "depends_on": { "macros": [] }, + "package_name": "elementary", + "path": "macros/utils/table_operations/replace_table_data.sql", + "original_file_path": "macros/utils/table_operations/replace_table_data.sql", + "unique_id": "macro.elementary.spark__replace_table_data", + "macro_sql": "{% macro spark__replace_table_data(relation, rows) %}\n {% call statement('truncate_relation') -%}\n delete from {{ relation }} where 1=1\n {%- endcall %}\n {% do elementary.insert_rows(relation, rows, should_commit=false, chunk_size=elementary.get_config_var('dbt_artifacts_chunk_size')) %}\n{% endmacro %}", + "depends_on": { + "macros": [ + "macro.dbt.statement", + "macro.elementary.insert_rows", + "macro.elementary.get_config_var" + ] + }, "description": "", "meta": {}, "docs": { "show": true, "node_color": null }, "patch_path": null, "arguments": [], - "created_at": 1693603073.7807481, + "created_at": 1699027426.5784209, "supported_languages": null }, - "macro.dbt.sql_convert_columns_in_relation": { - "name": "sql_convert_columns_in_relation", + "macro.elementary.postgres__replace_table_data": { + "name": "postgres__replace_table_data", "resource_type": "macro", - "package_name": "dbt", - "path": "macros/adapters/columns.sql", - "original_file_path": "macros/adapters/columns.sql", - "unique_id": "macro.dbt.sql_convert_columns_in_relation", - "macro_sql": "{% macro sql_convert_columns_in_relation(table) -%}\n {% set columns = [] %}\n {% for row in table %}\n {% do columns.append(api.Column(*row)) %}\n {% endfor %}\n {{ return(columns) }}\n{% endmacro %}", - "depends_on": { "macros": [] }, + "package_name": "elementary", + "path": "macros/utils/table_operations/replace_table_data.sql", + "original_file_path": "macros/utils/table_operations/replace_table_data.sql", + "unique_id": "macro.elementary.postgres__replace_table_data", + "macro_sql": "{% macro postgres__replace_table_data(relation, rows) %}\n {% set intermediate_relation = elementary.create_intermediate_relation(relation, rows, temporary=True) %}\n\n {% set query %}\n begin transaction;\n delete from {{ relation }}; -- truncate supported in Redshift transactions, but causes an immediate commit\n insert into {{ relation }} select * from {{ intermediate_relation }};\n commit;\n {% endset %}\n {% do elementary.run_query(query) %}\n\n {% do adapter.drop_relation(intermediate_relation) %}\n{% endmacro %}", + "depends_on": { + "macros": [ + "macro.elementary.create_intermediate_relation", + "macro.elementary.run_query" + ] + }, "description": "", "meta": {}, "docs": { "show": true, "node_color": null }, "patch_path": null, "arguments": [], - "created_at": 1693603073.781055, + "created_at": 1699027426.578857, "supported_languages": null }, - "macro.dbt.get_empty_subquery_sql": { - "name": "get_empty_subquery_sql", + "macro.elementary.create_intermediate_relation": { + "name": "create_intermediate_relation", "resource_type": "macro", - "package_name": "dbt", - "path": "macros/adapters/columns.sql", - "original_file_path": "macros/adapters/columns.sql", - "unique_id": "macro.dbt.get_empty_subquery_sql", - "macro_sql": "{% macro get_empty_subquery_sql(select_sql, select_sql_header=none) -%}\n {{ return(adapter.dispatch('get_empty_subquery_sql', 'dbt')(select_sql, select_sql_header)) }}\n{% endmacro %}", + "package_name": "elementary", + "path": "macros/utils/table_operations/create_intermediate_relation.sql", + "original_file_path": "macros/utils/table_operations/create_intermediate_relation.sql", + "unique_id": "macro.elementary.create_intermediate_relation", + "macro_sql": "{% macro create_intermediate_relation(base_relation, rows, temporary, like_columns=none) %}\n {% set int_relation = elementary.make_temp_table_relation(base_relation).incorporate(type='table') %}\n\n {% if not elementary.has_temp_table_support() %}\n {% set temporary = false %}\n {% endif %}\n\n {% do elementary.create_table_like(int_relation, base_relation, temporary, like_columns) %}\n {% do elementary.insert_rows(int_relation, rows, should_commit=false, chunk_size=elementary.get_config_var('dbt_artifacts_chunk_size')) %}\n {% do return(int_relation) %}\n{% endmacro %}", "depends_on": { - "macros": ["macro.dbt.default__get_empty_subquery_sql"] + "macros": [ + "macro.elementary.make_temp_table_relation", + "macro.elementary.has_temp_table_support", + "macro.elementary.create_table_like", + "macro.elementary.insert_rows", + "macro.elementary.get_config_var" + ] + }, + "description": "", + "meta": {}, + "docs": { "show": true, "node_color": null }, + "patch_path": null, + "arguments": [], + "created_at": 1699027426.5795689, + "supported_languages": null + }, + "macro.elementary.relation_exists": { + "name": "relation_exists", + "resource_type": "macro", + "package_name": "elementary", + "path": "macros/utils/table_operations/relation_exists.sql", + "original_file_path": "macros/utils/table_operations/relation_exists.sql", + "unique_id": "macro.elementary.relation_exists", + "macro_sql": "{% macro relation_exists(relation) %}\n {%- set loaded_relation = load_relation(relation) -%}\n {% if loaded_relation is not none %}\n {{ return(True) }}\n {% endif %}\n {{ return(False) }}\n{% endmacro %}", + "depends_on": { "macros": ["macro.dbt.load_relation"] }, + "description": "", + "meta": {}, + "docs": { "show": true, "node_color": null }, + "patch_path": null, + "arguments": [], + "created_at": 1699027426.579902, + "supported_languages": null + }, + "macro.elementary.table_name_with_suffix": { + "name": "table_name_with_suffix", + "resource_type": "macro", + "package_name": "elementary", + "path": "macros/utils/table_operations/table_name_with_suffix.sql", + "original_file_path": "macros/utils/table_operations/table_name_with_suffix.sql", + "unique_id": "macro.elementary.table_name_with_suffix", + "macro_sql": "{% macro table_name_with_suffix(table_name, suffix) %}\n {% set relation_max_name_length = elementary.get_relation_max_name_length() %}\n {% if relation_max_name_length %}\n {% set suffix_length = suffix | length %}\n {% set table_name_with_suffix = table_name[:relation_max_name_length - suffix_length] ~ suffix %}\n {% else %}\n {% set table_name_with_suffix = table_name ~ suffix %}\n {% endif %}\n {{ return(table_name_with_suffix) }}\n{% endmacro %}", + "depends_on": { + "macros": ["macro.elementary.get_relation_max_name_length"] + }, + "description": "", + "meta": {}, + "docs": { "show": true, "node_color": null }, + "patch_path": null, + "arguments": [], + "created_at": 1699027426.580443, + "supported_languages": null + }, + "macro.elementary.escape_select": { + "name": "escape_select", + "resource_type": "macro", + "package_name": "elementary", + "path": "macros/utils/sql_utils/escape_select.sql", + "original_file_path": "macros/utils/sql_utils/escape_select.sql", + "unique_id": "macro.elementary.escape_select", + "macro_sql": "{% macro escape_select(column_names) %}\n {% do return(adapter.dispatch('escape_select', 'elementary')(column_names)) %}\n{% endmacro %}", + "depends_on": { + "macros": ["macro.elementary.default__escape_select"] }, "description": "", "meta": {}, "docs": { "show": true, "node_color": null }, "patch_path": null, "arguments": [], - "created_at": 1693603073.781277, + "created_at": 1699027426.5807328, + "supported_languages": null + }, + "macro.elementary.default__escape_select": { + "name": "default__escape_select", + "resource_type": "macro", + "package_name": "elementary", + "path": "macros/utils/sql_utils/escape_select.sql", + "original_file_path": "macros/utils/sql_utils/escape_select.sql", + "unique_id": "macro.elementary.default__escape_select", + "macro_sql": "{% macro default__escape_select(column_names) %}\n {% do return(column_names | join(',')) %}\n{% endmacro %}", + "depends_on": { "macros": [] }, + "description": "", + "meta": {}, + "docs": { "show": true, "node_color": null }, + "patch_path": null, + "arguments": [], + "created_at": 1699027426.580888, "supported_languages": null }, - "macro.dbt.default__get_empty_subquery_sql": { - "name": "default__get_empty_subquery_sql", + "macro.elementary.redshift__escape_select": { + "name": "redshift__escape_select", "resource_type": "macro", - "package_name": "dbt", - "path": "macros/adapters/columns.sql", - "original_file_path": "macros/adapters/columns.sql", - "unique_id": "macro.dbt.default__get_empty_subquery_sql", - "macro_sql": "{% macro default__get_empty_subquery_sql(select_sql, select_sql_header=none) %}\n {%- if select_sql_header is not none -%}\n {{ select_sql_header }}\n {%- endif -%}\n select * from (\n {{ select_sql }}\n ) as __dbt_sbq\n where false\n limit 0\n{% endmacro %}", + "package_name": "elementary", + "path": "macros/utils/sql_utils/escape_select.sql", + "original_file_path": "macros/utils/sql_utils/escape_select.sql", + "unique_id": "macro.elementary.redshift__escape_select", + "macro_sql": "{% macro redshift__escape_select(column_names) %}\n {% do return('\\\"' + column_names | join('\\\", \\\"') + '\\\"') %}\n{% endmacro %}", "depends_on": { "macros": [] }, "description": "", "meta": {}, "docs": { "show": true, "node_color": null }, "patch_path": null, "arguments": [], - "created_at": 1693603073.781479, + "created_at": 1699027426.5810628, "supported_languages": null }, - "macro.dbt.get_empty_schema_sql": { - "name": "get_empty_schema_sql", + "macro.elementary.to_sql_list": { + "name": "to_sql_list", "resource_type": "macro", - "package_name": "dbt", - "path": "macros/adapters/columns.sql", - "original_file_path": "macros/adapters/columns.sql", - "unique_id": "macro.dbt.get_empty_schema_sql", - "macro_sql": "{% macro get_empty_schema_sql(columns) -%}\n {{ return(adapter.dispatch('get_empty_schema_sql', 'dbt')(columns)) }}\n{% endmacro %}", + "package_name": "elementary", + "path": "macros/utils/sql_utils/to_sql_list.sql", + "original_file_path": "macros/utils/sql_utils/to_sql_list.sql", + "unique_id": "macro.elementary.to_sql_list", + "macro_sql": "{% macro to_sql_list(ls) %}\n {% set rendered_items = [] %}\n {% for item in ls %}\n {% do rendered_items.append(elementary.render_value(item)) %}\n {% endfor %}\n\n({{ rendered_items | join(', ') }})\n{% endmacro %}", + "depends_on": { "macros": ["macro.elementary.render_value"] }, + "description": "", + "meta": {}, + "docs": { "show": true, "node_color": null }, + "patch_path": null, + "arguments": [], + "created_at": 1699027426.5814369, + "supported_languages": null + }, + "macro.elementary.list_concat_with_separator": { + "name": "list_concat_with_separator", + "resource_type": "macro", + "package_name": "elementary", + "path": "macros/utils/sql_utils/list_concat_with_separator.sql", + "original_file_path": "macros/utils/sql_utils/list_concat_with_separator.sql", + "unique_id": "macro.elementary.list_concat_with_separator", + "macro_sql": "{% macro list_concat_with_separator(item_list, separator, handle_nulls = true) %}\n {% set new_list = [] %}\n {% for item in item_list %}\n {% set new_item = elementary.edr_quote(item) %}\n {% if handle_nulls %}\n {% set new_item = \"case when \" ~ elementary.edr_cast_as_string(item) ~ \" is null then 'NULL' else \" ~ elementary.edr_cast_as_string(item) ~ \" end\" %}\n {% endif %}\n {% do new_list.append(new_item) %}\n {% if not loop.last %}\n {% do new_list.append(elementary.edr_quote(separator)) %}\n {% endif %}\n {% endfor %}\n {{ return(elementary.join_list(new_list, \" || \")) }}\n{% endmacro %}", "depends_on": { - "macros": ["macro.dbt.default__get_empty_schema_sql"] + "macros": [ + "macro.elementary.edr_quote", + "macro.elementary.edr_cast_as_string", + "macro.elementary.join_list" + ] }, "description": "", "meta": {}, "docs": { "show": true, "node_color": null }, "patch_path": null, "arguments": [], - "created_at": 1693603073.7816582, + "created_at": 1699027426.582478, "supported_languages": null }, - "macro.dbt.default__get_empty_schema_sql": { - "name": "default__get_empty_schema_sql", + "macro.elementary.union_lists": { + "name": "union_lists", "resource_type": "macro", - "package_name": "dbt", - "path": "macros/adapters/columns.sql", - "original_file_path": "macros/adapters/columns.sql", - "unique_id": "macro.dbt.default__get_empty_schema_sql", - "macro_sql": "{% macro default__get_empty_schema_sql(columns) %}\n {%- set col_err = [] -%}\n select\n {% for i in columns %}\n {%- set col = columns[i] -%}\n {%- if col['data_type'] is not defined -%}\n {{ col_err.append(col['name']) }}\n {%- endif -%}\n {% set col_name = adapter.quote(col['name']) if col.get('quote') else col['name'] %}\n cast(null as {{ col['data_type'] }}) as {{ col_name }}{{ \", \" if not loop.last }}\n {%- endfor -%}\n {%- if (col_err | length) > 0 -%}\n {{ exceptions.column_type_missing(column_names=col_err) }}\n {%- endif -%}\n{% endmacro %}", + "package_name": "elementary", + "path": "macros/utils/list_utils/union_lists.sql", + "original_file_path": "macros/utils/list_utils/union_lists.sql", + "unique_id": "macro.elementary.union_lists", + "macro_sql": "{% macro union_lists(list1, list2) %}\n {% set union_list = [] %}\n {% do union_list.extend(list1) %}\n {% do union_list.extend(list2) %}\n {{ return(union_list | unique | list) }}\n{% endmacro %}", "depends_on": { "macros": [] }, "description": "", "meta": {}, "docs": { "show": true, "node_color": null }, "patch_path": null, "arguments": [], - "created_at": 1693603073.7824252, + "created_at": 1699027426.58289, "supported_languages": null }, - "macro.dbt.get_column_schema_from_query": { - "name": "get_column_schema_from_query", + "macro.elementary.strings_list_to_tuple": { + "name": "strings_list_to_tuple", "resource_type": "macro", - "package_name": "dbt", - "path": "macros/adapters/columns.sql", - "original_file_path": "macros/adapters/columns.sql", - "unique_id": "macro.dbt.get_column_schema_from_query", - "macro_sql": "{% macro get_column_schema_from_query(select_sql, select_sql_header=none) -%}\n {% set columns = [] %}\n {# -- Using an 'empty subquery' here to get the same schema as the given select_sql statement, without necessitating a data scan.#}\n {% set sql = get_empty_subquery_sql(select_sql, select_sql_header) %}\n {% set column_schema = adapter.get_column_schema_from_query(sql) %}\n {{ return(column_schema) }}\n{% endmacro %}", - "depends_on": { "macros": ["macro.dbt.get_empty_subquery_sql"] }, + "package_name": "elementary", + "path": "macros/utils/list_utils/strings_list_to_tuple.sql", + "original_file_path": "macros/utils/list_utils/strings_list_to_tuple.sql", + "unique_id": "macro.elementary.strings_list_to_tuple", + "macro_sql": "{% macro strings_list_to_tuple(strings) %}\n {%- if strings %}\n ({% for string in strings %} '{{ string }}' {{ \",\" if not loop.last else \"\" }} {% endfor %})\n {%- else %}\n ('')\n {%- endif %}\n{% endmacro %}", + "depends_on": { "macros": [] }, "description": "", "meta": {}, "docs": { "show": true, "node_color": null }, "patch_path": null, "arguments": [], - "created_at": 1693603073.7827551, + "created_at": 1699027426.5832908, "supported_languages": null }, - "macro.dbt.get_columns_in_query": { - "name": "get_columns_in_query", + "macro.elementary.filter_none_and_sort": { + "name": "filter_none_and_sort", "resource_type": "macro", - "package_name": "dbt", - "path": "macros/adapters/columns.sql", - "original_file_path": "macros/adapters/columns.sql", - "unique_id": "macro.dbt.get_columns_in_query", - "macro_sql": "{% macro get_columns_in_query(select_sql) -%}\n {{ return(adapter.dispatch('get_columns_in_query', 'dbt')(select_sql)) }}\n{% endmacro %}", - "depends_on": { - "macros": ["macro.dbt.default__get_columns_in_query"] - }, + "package_name": "elementary", + "path": "macros/utils/list_utils/filter_none_and_sort.sql", + "original_file_path": "macros/utils/list_utils/filter_none_and_sort.sql", + "unique_id": "macro.elementary.filter_none_and_sort", + "macro_sql": "{% macro filter_none_and_sort(val) %}\n {% do return(val | reject(\"none\") | sort) %}\n{% endmacro %}", + "depends_on": { "macros": [] }, "description": "", "meta": {}, "docs": { "show": true, "node_color": null }, "patch_path": null, "arguments": [], - "created_at": 1693603073.782938, + "created_at": 1699027426.583509, "supported_languages": null }, - "macro.dbt.default__get_columns_in_query": { - "name": "default__get_columns_in_query", + "macro.elementary.split_list_to_chunks": { + "name": "split_list_to_chunks", "resource_type": "macro", - "package_name": "dbt", - "path": "macros/adapters/columns.sql", - "original_file_path": "macros/adapters/columns.sql", - "unique_id": "macro.dbt.default__get_columns_in_query", - "macro_sql": "{% macro default__get_columns_in_query(select_sql) %}\n {% call statement('get_columns_in_query', fetch_result=True, auto_begin=False) -%}\n {{ get_empty_subquery_sql(select_sql) }}\n {% endcall %}\n {{ return(load_result('get_columns_in_query').table.columns | map(attribute='name') | list) }}\n{% endmacro %}", - "depends_on": { - "macros": [ - "macro.dbt.statement", - "macro.dbt.get_empty_subquery_sql" - ] - }, + "package_name": "elementary", + "path": "macros/utils/list_utils/split_list_to_chunks.sql", + "original_file_path": "macros/utils/list_utils/split_list_to_chunks.sql", + "unique_id": "macro.elementary.split_list_to_chunks", + "macro_sql": "{% macro split_list_to_chunks(item_list, chunk_size=50) %}\n {% set chunks = [] %}\n {% set current_chunk = [] %}\n {% for item in item_list %}\n {% set reminder = loop.index0 % chunk_size %}\n {% if reminder == 0 and current_chunk %}\n {% do chunks.append(current_chunk.copy()) %}\n {% do current_chunk.clear() %}\n {% endif %}\n {% do current_chunk.append(item) %}\n {% endfor %}\n {% if current_chunk %}\n {% do chunks.append(current_chunk) %}\n {% endif %}\n {{ return(chunks) }}\n{% endmacro %}", + "depends_on": { "macros": [] }, "description": "", "meta": {}, "docs": { "show": true, "node_color": null }, "patch_path": null, "arguments": [], - "created_at": 1693603073.783278, + "created_at": 1699027426.584429, "supported_languages": null }, - "macro.dbt.alter_column_type": { - "name": "alter_column_type", + "macro.elementary.join_list": { + "name": "join_list", "resource_type": "macro", - "package_name": "dbt", - "path": "macros/adapters/columns.sql", - "original_file_path": "macros/adapters/columns.sql", - "unique_id": "macro.dbt.alter_column_type", - "macro_sql": "{% macro alter_column_type(relation, column_name, new_column_type) -%}\n {{ return(adapter.dispatch('alter_column_type', 'dbt')(relation, column_name, new_column_type)) }}\n{% endmacro %}", - "depends_on": { - "macros": ["macro.dbt_snowflake.snowflake__alter_column_type"] - }, + "package_name": "elementary", + "path": "macros/utils/list_utils/join_list.sql", + "original_file_path": "macros/utils/list_utils/join_list.sql", + "unique_id": "macro.elementary.join_list", + "macro_sql": "{% macro join_list(item_list, separator) %}\n {{ return(item_list | join(separator)) }}\n{% endmacro %}", + "depends_on": { "macros": [] }, "description": "", "meta": {}, "docs": { "show": true, "node_color": null }, "patch_path": null, "arguments": [], - "created_at": 1693603073.783496, + "created_at": 1699027426.584615, "supported_languages": null }, - "macro.dbt.default__alter_column_type": { - "name": "default__alter_column_type", + "macro.elementary.lists_intersection": { + "name": "lists_intersection", "resource_type": "macro", - "package_name": "dbt", - "path": "macros/adapters/columns.sql", - "original_file_path": "macros/adapters/columns.sql", - "unique_id": "macro.dbt.default__alter_column_type", - "macro_sql": "{% macro default__alter_column_type(relation, column_name, new_column_type) -%}\n {#\n 1. Create a new column (w/ temp name and correct type)\n 2. Copy data over to it\n 3. Drop the existing column (cascade!)\n 4. Rename the new column to existing column\n #}\n {%- set tmp_column = column_name + \"__dbt_alter\" -%}\n\n {% call statement('alter_column_type') %}\n alter table {{ relation }} add column {{ adapter.quote(tmp_column) }} {{ new_column_type }};\n update {{ relation }} set {{ adapter.quote(tmp_column) }} = {{ adapter.quote(column_name) }};\n alter table {{ relation }} drop column {{ adapter.quote(column_name) }} cascade;\n alter table {{ relation }} rename column {{ adapter.quote(tmp_column) }} to {{ adapter.quote(column_name) }}\n {% endcall %}\n\n{% endmacro %}", - "depends_on": { "macros": ["macro.dbt.statement"] }, + "package_name": "elementary", + "path": "macros/utils/list_utils/lists_intersection.sql", + "original_file_path": "macros/utils/list_utils/lists_intersection.sql", + "unique_id": "macro.elementary.lists_intersection", + "macro_sql": "{% macro lists_intersection(list_a, list_b) %}\n {% set new_list = [] %}\n {% for item in list_a %}\n {% if item in list_b %}\n {% do new_list.append(item) %}\n {% endif %}\n {% endfor %}\n {% do return(new_list) %}\n{% endmacro %}", + "depends_on": { "macros": [] }, "description": "", "meta": {}, "docs": { "show": true, "node_color": null }, "patch_path": null, "arguments": [], - "created_at": 1693603073.784091, + "created_at": 1699027426.585037, "supported_languages": null }, - "macro.dbt.alter_relation_add_remove_columns": { - "name": "alter_relation_add_remove_columns", + "macro.elementary.delete_duplicate_rows": { + "name": "delete_duplicate_rows", "resource_type": "macro", - "package_name": "dbt", - "path": "macros/adapters/columns.sql", - "original_file_path": "macros/adapters/columns.sql", - "unique_id": "macro.dbt.alter_relation_add_remove_columns", - "macro_sql": "{% macro alter_relation_add_remove_columns(relation, add_columns = none, remove_columns = none) -%}\n {{ return(adapter.dispatch('alter_relation_add_remove_columns', 'dbt')(relation, add_columns, remove_columns)) }}\n{% endmacro %}", + "package_name": "elementary", + "path": "macros/commands/delete_duplicate_rows.sql", + "original_file_path": "macros/commands/delete_duplicate_rows.sql", + "unique_id": "macro.elementary.delete_duplicate_rows", + "macro_sql": "{% macro delete_duplicate_rows(model_unique_id) %}\n {% do return(adapter.dispatch(\"delete_duplicate_rows\", \"elementary\")(model_unique_id)) %}\n{% endmacro %}", "depends_on": { - "macros": [ - "macro.dbt_snowflake.snowflake__alter_relation_add_remove_columns" - ] + "macros": ["macro.elementary.default__delete_duplicate_rows"] }, "description": "", "meta": {}, "docs": { "show": true, "node_color": null }, "patch_path": null, "arguments": [], - "created_at": 1693603073.784356, + "created_at": 1699027426.585693, "supported_languages": null }, - "macro.dbt.default__alter_relation_add_remove_columns": { - "name": "default__alter_relation_add_remove_columns", + "macro.elementary.postgres__delete_duplicate_rows": { + "name": "postgres__delete_duplicate_rows", "resource_type": "macro", - "package_name": "dbt", - "path": "macros/adapters/columns.sql", - "original_file_path": "macros/adapters/columns.sql", - "unique_id": "macro.dbt.default__alter_relation_add_remove_columns", - "macro_sql": "{% macro default__alter_relation_add_remove_columns(relation, add_columns, remove_columns) %}\n\n {% if add_columns is none %}\n {% set add_columns = [] %}\n {% endif %}\n {% if remove_columns is none %}\n {% set remove_columns = [] %}\n {% endif %}\n\n {% set sql -%}\n\n alter {{ relation.type }} {{ relation }}\n\n {% for column in add_columns %}\n add column {{ column.name }} {{ column.data_type }}{{ ',' if not loop.last }}\n {% endfor %}{{ ',' if add_columns and remove_columns }}\n\n {% for column in remove_columns %}\n drop column {{ column.name }}{{ ',' if not loop.last }}\n {% endfor %}\n\n {%- endset -%}\n\n {% do run_query(sql) %}\n\n{% endmacro %}", - "depends_on": { "macros": ["macro.dbt.run_query"] }, + "package_name": "elementary", + "path": "macros/commands/delete_duplicate_rows.sql", + "original_file_path": "macros/commands/delete_duplicate_rows.sql", + "unique_id": "macro.elementary.postgres__delete_duplicate_rows", + "macro_sql": "{% macro postgres__delete_duplicate_rows(model_unique_id) %}\n {% set node = graph.nodes[model_unique_id] %}\n {% set relation = adapter.get_relation(database=node.database, schema=node.schema, identifier=node.alias) %}\n {% if relation is none %}\n {% do print(\"Relation '{}' does not exist.\".format(node.relation_name)) %}\n {% do return([]) %}\n {% endif %}\n\n {% set column_names = adapter.get_columns_in_relation(relation) | map(attribute=\"name\") | map(\"lower\") | list %}\n\n {% set query %}\n DELETE FROM {{ relation }} AS t1\n USING {{ relation }} AS t2\n WHERE t1.ctid < t2.ctid\n {% for col in column_names %}\n AND t1.{{ col }} = t2.{{ col }}\n {% endfor %}\n {% endset %}\n {% do elementary.run_query(query) %}\n {% do adapter.commit() %}\n{% endmacro %}", + "depends_on": { "macros": ["macro.elementary.run_query"] }, "description": "", "meta": {}, "docs": { "show": true, "node_color": null }, "patch_path": null, "arguments": [], - "created_at": 1693603073.78509, + "created_at": 1699027426.5867, "supported_languages": null }, - "macro.dbt.resolve_model_name": { - "name": "resolve_model_name", + "macro.elementary.default__delete_duplicate_rows": { + "name": "default__delete_duplicate_rows", "resource_type": "macro", - "package_name": "dbt", - "path": "macros/python_model/python.sql", - "original_file_path": "macros/python_model/python.sql", - "unique_id": "macro.dbt.resolve_model_name", - "macro_sql": "{% macro resolve_model_name(input_model_name) %}\n {{ return(adapter.dispatch('resolve_model_name', 'dbt')(input_model_name)) }}\n{% endmacro %}", + "package_name": "elementary", + "path": "macros/commands/delete_duplicate_rows.sql", + "original_file_path": "macros/commands/delete_duplicate_rows.sql", + "unique_id": "macro.elementary.default__delete_duplicate_rows", + "macro_sql": "{% macro default__delete_duplicate_rows(model_unique_id) %}\n {{ exceptions.raise_compiler_error(\"This macro is not supported on '{}'.\".format(target.type)) }}\n{% endmacro %}", + "depends_on": { "macros": [] }, + "description": "", + "meta": {}, + "docs": { "show": true, "node_color": null }, + "patch_path": null, + "arguments": [], + "created_at": 1699027426.586914, + "supported_languages": null + }, + "macro.elementary.generate_elementary_cli_profile": { + "name": "generate_elementary_cli_profile", + "resource_type": "macro", + "package_name": "elementary", + "path": "macros/commands/generate_elementary_cli_profile.sql", + "original_file_path": "macros/commands/generate_elementary_cli_profile.sql", + "unique_id": "macro.elementary.generate_elementary_cli_profile", + "macro_sql": "{% macro generate_elementary_cli_profile(method=none) %}\n {% set profile_parameters = elementary.generate_elementary_profile_args(method) %}\n {% if profile_parameters is string %}\n {% set profile = profile_parameters %}\n {% else %}\n {% set profile = elementary.cli_profile_from_parameters(profile_parameters)%}\n {% endif %}\n {{ log('\\n' ~ profile, info=True) }}\n{% endmacro %}", "depends_on": { - "macros": ["macro.dbt.default__resolve_model_name"] + "macros": [ + "macro.elementary.generate_elementary_profile_args", + "macro.elementary.cli_profile_from_parameters" + ] }, "description": "", "meta": {}, "docs": { "show": true, "node_color": null }, "patch_path": null, "arguments": [], - "created_at": 1693603073.78672, + "created_at": 1699027426.58771, "supported_languages": null }, - "macro.dbt.default__resolve_model_name": { - "name": "default__resolve_model_name", + "macro.elementary.cli_profile_from_parameters": { + "name": "cli_profile_from_parameters", "resource_type": "macro", - "package_name": "dbt", - "path": "macros/python_model/python.sql", - "original_file_path": "macros/python_model/python.sql", - "unique_id": "macro.dbt.default__resolve_model_name", - "macro_sql": "\n\n{%- macro default__resolve_model_name(input_model_name) -%}\n {{ input_model_name | string | replace('\"', '\\\"') }}\n{%- endmacro -%}\n\n", + "package_name": "elementary", + "path": "macros/commands/generate_elementary_cli_profile.sql", + "original_file_path": "macros/commands/generate_elementary_cli_profile.sql", + "unique_id": "macro.elementary.cli_profile_from_parameters", + "macro_sql": "{% macro cli_profile_from_parameters(parameters) %}\nelementary:\n outputs:\n default:\n {% for parameter in parameters -%}\n {%- set key = parameter[\"name\"] -%}\n {%- set value = parameter[\"value\"] -%}\n {%- if value is string -%}\n {%- set value = '\"' ~ value ~ '\"' -%}\n {%- endif -%}\n {{ key }}: {{ value }}{% if parameter[\"comment\"] %} # {{ parameter[\"comment\"] }}{% endif %}\n {% endfor -%}\n{% endmacro %}", "depends_on": { "macros": [] }, "description": "", "meta": {}, "docs": { "show": true, "node_color": null }, "patch_path": null, "arguments": [], - "created_at": 1693603073.786874, + "created_at": 1699027426.588207, "supported_languages": null }, - "macro.dbt.build_ref_function": { - "name": "build_ref_function", + "macro.elementary.create_elementary_user": { + "name": "create_elementary_user", "resource_type": "macro", - "package_name": "dbt", - "path": "macros/python_model/python.sql", - "original_file_path": "macros/python_model/python.sql", - "unique_id": "macro.dbt.build_ref_function", - "macro_sql": "{% macro build_ref_function(model) %}\n\n {%- set ref_dict = {} -%}\n {%- for _ref in model.refs -%}\n {% set _ref_args = [_ref.get('package'), _ref['name']] if _ref.get('package') else [_ref['name'],] %}\n {%- set resolved = ref(*_ref_args, v=_ref.get('version')) -%}\n {%- if _ref.get('version') -%}\n {% do _ref_args.extend([\"v\" ~ _ref['version']]) %}\n {%- endif -%}\n {%- do ref_dict.update({_ref_args | join('.'): resolve_model_name(resolved)}) -%}\n {%- endfor -%}\n\ndef ref(*args, **kwargs):\n refs = {{ ref_dict | tojson }}\n key = '.'.join(args)\n version = kwargs.get(\"v\") or kwargs.get(\"version\")\n if version:\n key += f\".v{version}\"\n dbt_load_df_function = kwargs.get(\"dbt_load_df_function\")\n return dbt_load_df_function(refs[key])\n\n{% endmacro %}", - "depends_on": { "macros": ["macro.dbt.resolve_model_name"] }, + "package_name": "elementary", + "path": "macros/commands/create_elementary_user.sql", + "original_file_path": "macros/commands/create_elementary_user.sql", + "unique_id": "macro.elementary.create_elementary_user", + "macro_sql": "{% macro create_elementary_user(user=\"elementary\", password=none, role=\"ELEMENTARY_ROLE\") %}\n {% if password is none %}\n {% set password = elementary.generate_password() %}\n {% endif %}\n {% set profile_parameters = elementary.generate_elementary_profile_args(overwrite_values={\n \"user\": user,\n \"password\": password,\n \"role\": role\n }) %}\n {% set profile_parameters_dict = {} %}\n {% for parameter in profile_parameters %}\n {% set profile_parameters_dict = profile_parameters_dict.update({parameter[\"name\"]: parameter[\"value\"]}) %}\n {% endfor %}\n {% set profile_creation_query = elementary.get_profile_creation_query(profile_parameters_dict) %}\n {% do print(\"\\nPlease run the following query in your database to create the Elementary user:\\n\" ~ profile_creation_query) %}\n {% do print(\"\\nAfter that, use the following parameters when configuring your environment\\n\") %}\n {% for parameter in profile_parameters %}\n {% if parameter[\"name\"] != \"threads\" %} {# threads is not a parameter for the environment #}\n {% do print(parameter[\"name\"]|capitalize ~ \": \" ~ parameter[\"value\"]) %}\n {% endif %}\n {% endfor %}\n{% endmacro %}", + "depends_on": { + "macros": [ + "macro.elementary.generate_password", + "macro.elementary.generate_elementary_profile_args", + "macro.elementary.get_profile_creation_query" + ] + }, "description": "", "meta": {}, "docs": { "show": true, "node_color": null }, "patch_path": null, "arguments": [], - "created_at": 1693603073.787688, + "created_at": 1699027426.589941, "supported_languages": null }, - "macro.dbt.build_source_function": { - "name": "build_source_function", + "macro.elementary.generate_password": { + "name": "generate_password", "resource_type": "macro", - "package_name": "dbt", - "path": "macros/python_model/python.sql", - "original_file_path": "macros/python_model/python.sql", - "unique_id": "macro.dbt.build_source_function", - "macro_sql": "{% macro build_source_function(model) %}\n\n {%- set source_dict = {} -%}\n {%- for _source in model.sources -%}\n {%- set resolved = source(*_source) -%}\n {%- do source_dict.update({_source | join('.'): resolve_model_name(resolved)}) -%}\n {%- endfor -%}\n\ndef source(*args, dbt_load_df_function):\n sources = {{ source_dict | tojson }}\n key = '.'.join(args)\n return dbt_load_df_function(sources[key])\n\n{% endmacro %}", - "depends_on": { "macros": ["macro.dbt.resolve_model_name"] }, + "package_name": "elementary", + "path": "macros/commands/create_elementary_user.sql", + "original_file_path": "macros/commands/create_elementary_user.sql", + "unique_id": "macro.elementary.generate_password", + "macro_sql": "{% macro generate_password() %}\n {# Heavily inspired by https://gist.github.com/benwalio/8598cf9f642271ffdaf3daa82c1802cb #}\n {% set characters = ['a', 'b', 'c', 'd', 'e', 'f', 'g', 'h', 'i', 'j', 'k', 'l', 'm', 'n', 'o', 'p', 'q', 'r', 's', 't', 'u', 'v', 'w', 'x', 'y', 'z', 'A', 'B', 'C', 'D', 'E', 'F', 'G', 'H', 'I', 'J', 'K', 'L', 'M', 'N', 'O', 'P', 'Q', 'R', 'S', 'T', 'U', 'V', 'W', 'X', 'Y', 'Z', '0', '1', '2', '3', '4', '5', '6', '7', '8', '9'] %}\n {% set ns = namespace(placeholder=\"xxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxx\", password=\"\") %}\n {% for x in ns.placeholder %}\n {% set ns.password = [ns.password, (x | replace('x', characters | random ))] | join %}\n {% endfor %}\n {% do return(ns.password) %}\n{% endmacro %}", + "depends_on": { "macros": [] }, "description": "", "meta": {}, "docs": { "show": true, "node_color": null }, "patch_path": null, "arguments": [], - "created_at": 1693603073.788096, + "created_at": 1699027426.591198, "supported_languages": null }, - "macro.dbt.build_config_dict": { - "name": "build_config_dict", + "macro.elementary.generate_schema_baseline_test": { + "name": "generate_schema_baseline_test", "resource_type": "macro", - "package_name": "dbt", - "path": "macros/python_model/python.sql", - "original_file_path": "macros/python_model/python.sql", - "unique_id": "macro.dbt.build_config_dict", - "macro_sql": "{% macro build_config_dict(model) %}\n {%- set config_dict = {} -%}\n {% set config_dbt_used = zip(model.config.config_keys_used, model.config.config_keys_defaults) | list %}\n {%- for key, default in config_dbt_used -%}\n {# weird type testing with enum, would be much easier to write this logic in Python! #}\n {%- if key == \"language\" -%}\n {%- set value = \"python\" -%}\n {%- endif -%}\n {%- set value = model.config.get(key, default) -%}\n {%- do config_dict.update({key: value}) -%}\n {%- endfor -%}\nconfig_dict = {{ config_dict }}\n{% endmacro %}", - "depends_on": { "macros": [] }, + "package_name": "elementary", + "path": "macros/commands/generate_schema_baseline_test.sql", + "original_file_path": "macros/commands/generate_schema_baseline_test.sql", + "unique_id": "macro.elementary.generate_schema_baseline_test", + "macro_sql": "{% macro generate_schema_baseline_test(name=none, include_sources=True, include_models=False, fail_on_added=False, enforce_types=False) %}\n {% if name %}\n {{ generate_schema_baseline_test_for_node(name, fail_on_added=fail_on_added, enforce_types=enforce_types) }}\n {% else %}\n {{ generate_schema_baseline_test_for_all_nodes(include_sources=include_sources, include_models=include_models,\n fail_on_added=fail_on_added, enforce_types=enforce_types) }}\n {% endif %}\n{% endmacro %}", + "depends_on": { + "macros": [ + "macro.elementary.generate_schema_baseline_test_for_node", + "macro.elementary.generate_schema_baseline_test_for_all_nodes" + ] + }, "description": "", "meta": {}, "docs": { "show": true, "node_color": null }, "patch_path": null, "arguments": [], - "created_at": 1693603073.788682, + "created_at": 1699027426.593236, "supported_languages": null }, - "macro.dbt.py_script_postfix": { - "name": "py_script_postfix", + "macro.elementary.generate_schema_baseline_test_for_all_nodes": { + "name": "generate_schema_baseline_test_for_all_nodes", "resource_type": "macro", - "package_name": "dbt", - "path": "macros/python_model/python.sql", - "original_file_path": "macros/python_model/python.sql", - "unique_id": "macro.dbt.py_script_postfix", - "macro_sql": "{% macro py_script_postfix(model) %}\n# This part is user provided model code\n# you will need to copy the next section to run the code\n# COMMAND ----------\n# this part is dbt logic for get ref work, do not modify\n\n{{ build_ref_function(model ) }}\n{{ build_source_function(model ) }}\n{{ build_config_dict(model) }}\n\nclass config:\n def __init__(self, *args, **kwargs):\n pass\n\n @staticmethod\n def get(key, default=None):\n return config_dict.get(key, default)\n\nclass this:\n \"\"\"dbt.this() or dbt.this.identifier\"\"\"\n database = \"{{ this.database }}\"\n schema = \"{{ this.schema }}\"\n identifier = \"{{ this.identifier }}\"\n {% set this_relation_name = resolve_model_name(this) %}\n def __repr__(self):\n return '{{ this_relation_name }}'\n\n\nclass dbtObj:\n def __init__(self, load_df_function) -> None:\n self.source = lambda *args: source(*args, dbt_load_df_function=load_df_function)\n self.ref = lambda *args, **kwargs: ref(*args, **kwargs, dbt_load_df_function=load_df_function)\n self.config = config\n self.this = this()\n self.is_incremental = {{ is_incremental() }}\n\n# COMMAND ----------\n{{py_script_comment()}}\n{% endmacro %}", + "package_name": "elementary", + "path": "macros/commands/generate_schema_baseline_test.sql", + "original_file_path": "macros/commands/generate_schema_baseline_test.sql", + "unique_id": "macro.elementary.generate_schema_baseline_test_for_all_nodes", + "macro_sql": "{% macro generate_schema_baseline_test_for_all_nodes(include_sources=True, include_models=False, fail_on_added=False, enforce_types=False) %}\n {% set nodes = elementary.get_nodes_from_graph() %}\n {% for node in nodes %}\n {% if node.package_name != 'elementary' and\n ((include_sources and node.resource_type == 'source') or\n (include_models and node.resource_type == 'model')) %}\n {% do print(\"Generating schema changes from baseline test for {} '{}':\".format(node.resource_type, node.name)) %}\n {{ generate_schema_baseline_test_for_node(node, fail_on_added=fail_on_added, enforce_types=enforce_types) }}\n {% do print('----------------------------------') %}\n {% endif %}\n {% endfor %}\n{% endmacro %}", "depends_on": { "macros": [ - "macro.dbt.build_ref_function", - "macro.dbt.build_source_function", - "macro.dbt.build_config_dict", - "macro.dbt.resolve_model_name", - "macro.dbt.is_incremental", - "macro.dbt.py_script_comment" + "macro.elementary.get_nodes_from_graph", + "macro.elementary.generate_schema_baseline_test_for_node" ] }, "description": "", @@ -9228,96 +26790,118 @@ "docs": { "show": true, "node_color": null }, "patch_path": null, "arguments": [], - "created_at": 1693603073.789172, + "created_at": 1699027426.593961, "supported_languages": null }, - "macro.dbt.py_script_comment": { - "name": "py_script_comment", + "macro.elementary.generate_schema_baseline_test_for_node": { + "name": "generate_schema_baseline_test_for_node", "resource_type": "macro", - "package_name": "dbt", - "path": "macros/python_model/python.sql", - "original_file_path": "macros/python_model/python.sql", - "unique_id": "macro.dbt.py_script_comment", - "macro_sql": "{%macro py_script_comment()%}\n{%endmacro%}", - "depends_on": { "macros": [] }, + "package_name": "elementary", + "path": "macros/commands/generate_schema_baseline_test.sql", + "original_file_path": "macros/commands/generate_schema_baseline_test.sql", + "unique_id": "macro.elementary.generate_schema_baseline_test_for_node", + "macro_sql": "{% macro generate_schema_baseline_test_for_node(node, fail_on_added=False, enforce_types=False) %}\n {% if node is string %}\n {% set node_name = node %}\n {% set node = elementary.get_node_by_name(node_name) %}\n\n {% if not node %}\n {% do print(\"Could not find any model or source by the name '{}'!\".format(node_name)) %}\n {% do return(none) %}\n {% endif %}\n {% endif %}\n\n {% if node.resource_type not in [\"source\", \"model\"] %}\n {% do print(\"Only sources and models are supported for this macro, supplied node type: '{}'\".format(node.resource_type)) %}\n {% do return(none) %}\n {% endif %}\n\n {% set node_relation = get_relation_from_node(node) %}\n {% if not node_relation %}\n {% do print(\"Table not found in the DB! Cannot create schema test.\") %}\n {% do return(none) %}\n {% endif %}\n\n {% set columns = adapter.get_columns_in_relation(node_relation) %}\n\n {% set test_params = {} %}\n {% if fail_on_added %}\n {% do test_params.update({\"fail_on_added\": \"true\"}) %}\n {% endif %}\n {% if enforce_types %}\n {% do test_params.update({\"enforce_types\": \"true\"}) %}\n {% endif %}\n\n {# Common yaml for sources and models #}\n {% set common_yaml %}\n - name: {{ node.name }}\n columns:\n {%- for column in columns %}\n - name: {{ column.name }}\n data_type: {{ column.dtype }}\n {% endfor %}\n tests:\n - elementary.schema_changes_from_baseline\n {%- if test_params %}:\n {%- for param, param_val in test_params.items() %}\n {{param}}: {{param_val}}\n {%- endfor -%}\n {% endif -%}\n {% endset %}\n\n {% set full_yaml %}\n {%- if node.resource_type == 'source' %}\nsources:\n - name: {{ node.source_name }}\n tables:\n {{- common_yaml }}\n {% else %}\nmodels:\n {{- common_yaml }}\n {% endif -%}\n {% endset %}\n\n {% do print(full_yaml) %}\n{% endmacro %}", + "depends_on": { + "macros": [ + "macro.elementary.get_node_by_name", + "macro.elementary.get_relation_from_node" + ] + }, "description": "", "meta": {}, "docs": { "show": true, "node_color": null }, "patch_path": null, "arguments": [], - "created_at": 1693603073.789247, + "created_at": 1699027426.59587, "supported_languages": null }, - "macro.dbt.test_unique": { - "name": "test_unique", + "macro.elementary.dump_table": { + "name": "dump_table", "resource_type": "macro", - "package_name": "dbt", - "path": "tests/generic/builtin.sql", - "original_file_path": "tests/generic/builtin.sql", - "unique_id": "macro.dbt.test_unique", - "macro_sql": "{% test unique(model, column_name) %}\n {% set macro = adapter.dispatch('test_unique', 'dbt') %}\n {{ macro(model, column_name) }}\n{% endtest %}", - "depends_on": { "macros": ["macro.dbt.default__test_unique"] }, + "package_name": "elementary", + "path": "macros/commands/dump_table.sql", + "original_file_path": "macros/commands/dump_table.sql", + "unique_id": "macro.elementary.dump_table", + "macro_sql": "{% macro dump_table(model_unique_id, output_path, exclude_deprecated_columns=true, timestamp_column=none, since=none, days_back=7, dedup=false) %}\n {% set node = graph.nodes.get(model_unique_id) %}\n {% if not node %}\n {% do print(\"Node '{}' does not exist.\".format(model_unique_id)) %}\n {% do return([]) %}\n {% endif %}\n\n {% set relation = api.Relation.create(database=node.database, schema=node.schema, identifier=node.alias) %}\n {% set column_names = adapter.get_columns_in_relation(relation) | map(attribute=\"name\") | map(\"lower\") | list %}\n {% if not column_names %}\n {% do print(\"Relation '{}' does not exist.\".format(node.relation_name)) %}\n {% do return([]) %}\n {% endif %}\n\n {% if exclude_deprecated_columns %}\n {% set deprecated_column_names = node.meta.get(\"deprecated_columns\", []) | map(attribute=\"name\") | map(\"lower\") | list %}\n {% set column_names = column_names | reject(\"in\", deprecated_column_names) | list %}\n {% endif %}\n\n {% set dedup_by_column = \"unique_id\" %}\n {% set order_by_dedup_column = \"generated_at\" %}\n {% set query %}\n {% if dedup and (dedup_by_column in column_names) and (order_by_dedup_column in column_names) %}\n {{ elementary.dedup_by_column_query(dedup_by_column, order_by_dedup_column, column_names, relation) }}\n {% else %}\n select {{ elementary.escape_select(column_names) }} from {{ relation }}\n {% endif %}\n {% if timestamp_column %}\n {% if since %}\n where {{ elementary.edr_cast_as_timestamp(timestamp_column) }} > {{ elementary.edr_cast_as_timestamp(elementary.edr_quote(since)) }}\n {% else %}\n where {{ elementary.edr_datediff(elementary.edr_cast_as_timestamp(timestamp_column), elementary.edr_current_timestamp(), 'day') }} < {{ days_back }}\n {% endif %}\n {% endif %}\n {% endset %}\n {% set results = elementary.run_query(query) %}\n {% do results.to_csv(output_path) %}\n {% do return(results.column_names) %}\n{% endmacro %}", + "depends_on": { + "macros": [ + "macro.elementary.dedup_by_column_query", + "macro.elementary.escape_select", + "macro.elementary.edr_cast_as_timestamp", + "macro.elementary.edr_quote", + "macro.elementary.edr_datediff", + "macro.elementary.edr_current_timestamp", + "macro.elementary.run_query" + ] + }, "description": "", "meta": {}, "docs": { "show": true, "node_color": null }, "patch_path": null, "arguments": [], - "created_at": 1693603073.789759, + "created_at": 1699027426.5999649, "supported_languages": null }, - "macro.dbt.test_not_null": { - "name": "test_not_null", + "macro.elementary.dedup_by_column_query": { + "name": "dedup_by_column_query", "resource_type": "macro", - "package_name": "dbt", - "path": "tests/generic/builtin.sql", - "original_file_path": "tests/generic/builtin.sql", - "unique_id": "macro.dbt.test_not_null", - "macro_sql": "{% test not_null(model, column_name) %}\n {% set macro = adapter.dispatch('test_not_null', 'dbt') %}\n {{ macro(model, column_name) }}\n{% endtest %}", - "depends_on": { "macros": ["macro.dbt.default__test_not_null"] }, + "package_name": "elementary", + "path": "macros/commands/dump_table.sql", + "original_file_path": "macros/commands/dump_table.sql", + "unique_id": "macro.elementary.dedup_by_column_query", + "macro_sql": "{% macro dedup_by_column_query(dedup_by_column, order_by_dedup_column, column_names, relation) %}\n with indexed_relation as (\n select \n {{ elementary.escape_select(column_names) }}, \n row_number() over (partition by {{ dedup_by_column }} order by {{ order_by_dedup_column }} desc) as row_index\n from {{ relation }}\n ),\n\n deduped_relation as (\n select {{ elementary.escape_select(column_names) }}\n from indexed_relation\n where row_index = 1\n )\n\n select {{ elementary.escape_select(column_names) }}\n from deduped_relation\n{% endmacro %}", + "depends_on": { "macros": ["macro.elementary.escape_select"] }, "description": "", "meta": {}, "docs": { "show": true, "node_color": null }, "patch_path": null, "arguments": [], - "created_at": 1693603073.7899861, + "created_at": 1699027426.6002922, "supported_languages": null }, - "macro.dbt.test_accepted_values": { - "name": "test_accepted_values", + "macro.elementary.generate_json_schema_test": { + "name": "generate_json_schema_test", "resource_type": "macro", - "package_name": "dbt", - "path": "tests/generic/builtin.sql", - "original_file_path": "tests/generic/builtin.sql", - "unique_id": "macro.dbt.test_accepted_values", - "macro_sql": "{% test accepted_values(model, column_name, values, quote=True) %}\n {% set macro = adapter.dispatch('test_accepted_values', 'dbt') %}\n {{ macro(model, column_name, values, quote) }}\n{% endtest %}", + "package_name": "elementary", + "path": "macros/commands/generate_json_schema_test.sql", + "original_file_path": "macros/commands/generate_json_schema_test.sql", + "unique_id": "macro.elementary.generate_json_schema_test", + "macro_sql": "{% macro generate_json_schema_test(node_name, column_name) %}\n {% if target.type not in ['snowflake', 'bigquery'] %}\n {% do exceptions.raise_compiler_error(\"JSON schema test generation is not supported for target: {}\".format(target.type)) %}\n {% endif %}\n\n {% set node = elementary.get_node_by_name(node_name) %}\n {% if node.resource_type not in [\"source\", \"model\"] %}\n {% do exceptions.raise_compiler_error(\"Only sources and models are supported for this macro, supplied node type: '{}'\".format(node.resource_type)) %}\n {% endif %}\n\n {% set node_relation = get_relation_from_node(node) %}\n {% if not elementary.column_exists_in_relation(node_relation, column_name) %}\n {% do exceptions.raise_compiler_error(\"Column '{}' does not exist in {} '{}'!\".format(column_name, node.resource_type, node_name)) %}\n {% endif %}\n\n {% set elementary_database_name, elementary_schema_name = elementary.get_package_database_and_schema() %}\n\n {% do node.config.update({\"packages\": [\"genson\"]}) %}\n {% do node.update({'database': elementary_database_name, 'schema': elementary_schema_name}) %}\n {% if node.resource_type == 'source' %}\n {# Source nodes don't have alias, and submit_python_job expects it #}\n {% do node.update({'alias': \"jsonschemagen_{}_{}\".format(node.source_name, node.name)}) %}\n {% endif %}\n\n {% set output_table = api.Relation.create(database=elementary_database_name, schema=elementary_schema_name,\n identifier='json_schema_tmp__' ~ node.alias).quote(false, false, false) %}\n\n {% set gen_json_schema_func = elementary.generate_json_schema_py_func(column_name) %}\n {% set node_relation = node_relation.quote(false, false, false) %}\n {% set compiled_py_code = adapter.dispatch('compile_py_code', 'elementary')(node_relation, gen_json_schema_func,\n output_table, code_type='function') %}\n\n {% do elementary.run_python(node, compiled_py_code) %}\n {% set json_schema = elementary.result_value('select result from {}'.format(output_table)) %}\n {% if json_schema == 'genson_not_installed' %}\n {% do exceptions.raise_compiler_error(\"The 'genson' python library is missing from your warehouse.\\n\\n\"\n \"This macro relies on the 'genson' python library for generating JSON schemas. Please follow dbt's instructions here: \\n\"\n \"https://docs.getdbt.com/docs/building-a-dbt-project/building-models/python-models#specific-data-warehouses\\n\"\n \"regarding how to install python packages for a {} warehouse.\".format(target.type)\n ) %}\n {% endif %}\n\n {% if not json_schema %}\n {% do exceptions.raise_compiler_error(\"Not a valid JSON column: {}\".format(column_name)) %}\n {% endif %}\n\n {% set json_schema = fromjson(json_schema) %}\n {% do json_schema.pop('$schema', None) %}\n\n {% set testyaml %}\ncolumns:\n - name: {{ column_name }}\n tests:\n - elementary.json_schema:\n {{ toyaml(json_schema) | indent(10) }}\n {% endset %}\n\n {% do print(\"Please add the following test to your {} configuration for the column {}:\".format(node.resource_type, column_name)) %}\n {% do print(testyaml) %}\n{% endmacro %}", "depends_on": { - "macros": ["macro.dbt.default__test_accepted_values"] + "macros": [ + "macro.elementary.get_node_by_name", + "macro.elementary.get_relation_from_node", + "macro.elementary.column_exists_in_relation", + "macro.elementary.get_package_database_and_schema", + "macro.elementary.generate_json_schema_py_func", + "macro.elementary.snowflake__compile_py_code", + "macro.elementary.run_python", + "macro.elementary.result_value" + ] }, "description": "", "meta": {}, "docs": { "show": true, "node_color": null }, "patch_path": null, "arguments": [], - "created_at": 1693603073.790271, + "created_at": 1699027426.6045299, "supported_languages": null }, - "macro.dbt.test_relationships": { - "name": "test_relationships", + "macro.elementary.generate_json_schema_py_func": { + "name": "generate_json_schema_py_func", "resource_type": "macro", - "package_name": "dbt", - "path": "tests/generic/builtin.sql", - "original_file_path": "tests/generic/builtin.sql", - "unique_id": "macro.dbt.test_relationships", - "macro_sql": "{% test relationships(model, column_name, to, field) %}\n {% set macro = adapter.dispatch('test_relationships', 'dbt') %}\n {{ macro(model, column_name, to, field) }}\n{% endtest %}", - "depends_on": { - "macros": ["macro.dbt.default__test_relationships"] - }, + "package_name": "elementary", + "path": "macros/commands/generate_json_schema_test.sql", + "original_file_path": "macros/commands/generate_json_schema_test.sql", + "unique_id": "macro.elementary.generate_json_schema_py_func", + "macro_sql": "{% macro generate_json_schema_py_func(column_name) %}\nimport json\ntry:\n import genson\nexcept ImportError:\n genson = None\n\ndef get_column_name_in_df(df, column_name):\n matching = [col for col in df.columns if col.lower() == column_name.lower()]\n if len(matching) > 1:\n # Case matters, switch to case-sensitive match\n matching = [col for col in df.columns if col == column_name]\n\n if len(matching) == 0:\n raise Exception(\"No column with the name: {}\".format(col))\n return matching[0]\n\ndef func(model_df, ref, session):\n if genson is None:\n return \"genson_not_installed\"\n\n model_df = model_df.toPandas()\n builder = genson.SchemaBuilder()\n column_name = get_column_name_in_df(model_df, \"{{ column_name }}\")\n for val in set(model_df[column_name]):\n if val == \"\" or val is None:\n continue\n try:\n builder.add_object(json.loads(val))\n except json.JSONDecodeError:\n # Not a valid json column, no schema\n return None\n return builder.to_schema()\n\n{% endmacro %}", + "depends_on": { "macros": [] }, "description": "", "meta": {}, "docs": { "show": true, "node_color": null }, "patch_path": null, "arguments": [], - "created_at": 1693603073.79058, + "created_at": 1699027426.604705, "supported_languages": null } }, @@ -9371,6 +26955,78 @@ "seed.demo.raw_customers": [], "seed.demo.raw_orders": [], "seed.demo.raw_payments": [], + "model.elementary.snapshot_run_results": [ + "model.elementary.dbt_run_results", + "model.elementary.dbt_snapshots" + ], + "model.elementary.job_run_results": [ + "model.elementary.dbt_invocations" + ], + "model.elementary.model_run_results": [ + "model.elementary.dbt_models", + "model.elementary.dbt_run_results" + ], + "model.elementary.test_result_rows": [ + "model.elementary.elementary_test_results" + ], + "model.elementary.elementary_test_results": [], + "model.elementary.dbt_source_freshness_results": [], + "model.elementary.alerts_dbt_tests": [ + "model.elementary.elementary_test_results" + ], + "model.elementary.alerts_schema_changes": [ + "model.elementary.elementary_test_results" + ], + "model.elementary.alerts_dbt_source_freshness": [ + "model.elementary.dbt_source_freshness_results", + "model.elementary.dbt_sources" + ], + "model.elementary.alerts_anomaly_detection": [ + "model.elementary.elementary_test_results" + ], + "model.elementary.alerts_dbt_models": [ + "model.elementary.model_run_results", + "model.elementary.snapshot_run_results" + ], + "model.elementary.monitors_runs": [ + "model.elementary.data_monitoring_metrics" + ], + "model.elementary.metadata": [], + "model.elementary.dbt_tests": [], + "model.elementary.dbt_models": [], + "model.elementary.dbt_sources": [], + "model.elementary.dbt_snapshots": [], + "model.elementary.dbt_columns": [ + "model.elementary.dbt_models", + "model.elementary.dbt_seeds", + "model.elementary.dbt_snapshots", + "model.elementary.dbt_sources" + ], + "model.elementary.dbt_invocations": [], + "model.elementary.dbt_metrics": [], + "model.elementary.dbt_seeds": [], + "model.elementary.dbt_artifacts_hashes": [ + "model.elementary.dbt_exposures", + "model.elementary.dbt_metrics", + "model.elementary.dbt_models", + "model.elementary.dbt_seeds", + "model.elementary.dbt_snapshots", + "model.elementary.dbt_sources", + "model.elementary.dbt_tests" + ], + "model.elementary.dbt_run_results": [], + "model.elementary.dbt_exposures": [], + "model.elementary.metrics_anomaly_score": [ + "model.elementary.data_monitoring_metrics" + ], + "model.elementary.anomaly_threshold_sensitivity": [ + "model.elementary.metrics_anomaly_score" + ], + "model.elementary.schema_columns_snapshot": [], + "model.elementary.data_monitoring_metrics": [], + "model.elementary.filtered_information_schema_columns": [], + "operation.elementary.elementary-on-run-start-0": [], + "operation.elementary.elementary-on-run-end-0": [], "test.demo.unique_stg_customers_customer_id.c7614daada": [ "model.demo.stg_customers" ], @@ -9401,12 +27057,11 @@ "test.demo.not_null_customers_customer_id.5c9bf9911d": [ "model.demo.customers" ], - "test.demo.unique_orders_order_id.fed79b3a6e": ["model.demo.orders"], "test.demo.not_null_orders_order_id.cf6c17daed": ["model.demo.orders"], - "test.demo.not_null_orders_customer_id.c5f02694af": [ + "test.demo.not_null_orders_customer_id_change.a2fb2e87b2": [ "model.demo.orders" ], - "test.demo.relationships_orders_customer_id__customer_id__ref_customers_.c6ec7f58f2": [ + "test.demo.relationships_orders_customer_id_change__customer_id__ref_customers_.ae8faa1aca": [ "model.demo.customers", "model.demo.orders" ], @@ -9449,7 +27104,7 @@ ], "model.demo.customers": [ "test.demo.not_null_customers_customer_id.5c9bf9911d", - "test.demo.relationships_orders_customer_id__customer_id__ref_customers_.c6ec7f58f2", + "test.demo.relationships_orders_customer_id_change__customer_id__ref_customers_.ae8faa1aca", "test.demo.unique_customers_customer_id.c5af1ff4b1" ], "model.demo.orders": [ @@ -9458,15 +27113,85 @@ "test.demo.not_null_orders_bank_transfer_amount.7743500c49", "test.demo.not_null_orders_coupon_amount.ab90c90625", "test.demo.not_null_orders_credit_card_amount.d3ca593b59", - "test.demo.not_null_orders_customer_id.c5f02694af", + "test.demo.not_null_orders_customer_id_change.a2fb2e87b2", "test.demo.not_null_orders_gift_card_amount.413a0d2d7a", "test.demo.not_null_orders_order_id.cf6c17daed", - "test.demo.relationships_orders_customer_id__customer_id__ref_customers_.c6ec7f58f2", - "test.demo.unique_orders_order_id.fed79b3a6e" + "test.demo.relationships_orders_customer_id_change__customer_id__ref_customers_.ae8faa1aca" ], "seed.demo.raw_customers": ["model.demo.stg_customers"], "seed.demo.raw_orders": ["model.demo.stg_orders"], "seed.demo.raw_payments": ["model.demo.stg_payments"], + "model.elementary.snapshot_run_results": [ + "model.elementary.alerts_dbt_models" + ], + "model.elementary.job_run_results": [], + "model.elementary.model_run_results": [ + "model.elementary.alerts_dbt_models" + ], + "model.elementary.test_result_rows": [], + "model.elementary.elementary_test_results": [ + "model.elementary.alerts_anomaly_detection", + "model.elementary.alerts_dbt_tests", + "model.elementary.alerts_schema_changes", + "model.elementary.test_result_rows" + ], + "model.elementary.dbt_source_freshness_results": [ + "model.elementary.alerts_dbt_source_freshness" + ], + "model.elementary.alerts_dbt_tests": [], + "model.elementary.alerts_schema_changes": [], + "model.elementary.alerts_dbt_source_freshness": [], + "model.elementary.alerts_anomaly_detection": [], + "model.elementary.alerts_dbt_models": [], + "model.elementary.monitors_runs": [], + "model.elementary.metadata": [], + "model.elementary.dbt_tests": ["model.elementary.dbt_artifacts_hashes"], + "model.elementary.dbt_models": [ + "model.elementary.dbt_artifacts_hashes", + "model.elementary.dbt_columns", + "model.elementary.model_run_results" + ], + "model.elementary.dbt_sources": [ + "model.elementary.alerts_dbt_source_freshness", + "model.elementary.dbt_artifacts_hashes", + "model.elementary.dbt_columns" + ], + "model.elementary.dbt_snapshots": [ + "model.elementary.dbt_artifacts_hashes", + "model.elementary.dbt_columns", + "model.elementary.snapshot_run_results" + ], + "model.elementary.dbt_columns": [], + "model.elementary.dbt_invocations": [ + "model.elementary.job_run_results" + ], + "model.elementary.dbt_metrics": [ + "model.elementary.dbt_artifacts_hashes" + ], + "model.elementary.dbt_seeds": [ + "model.elementary.dbt_artifacts_hashes", + "model.elementary.dbt_columns" + ], + "model.elementary.dbt_artifacts_hashes": [], + "model.elementary.dbt_run_results": [ + "model.elementary.model_run_results", + "model.elementary.snapshot_run_results" + ], + "model.elementary.dbt_exposures": [ + "model.elementary.dbt_artifacts_hashes" + ], + "model.elementary.metrics_anomaly_score": [ + "model.elementary.anomaly_threshold_sensitivity" + ], + "model.elementary.anomaly_threshold_sensitivity": [], + "model.elementary.schema_columns_snapshot": [], + "model.elementary.data_monitoring_metrics": [ + "model.elementary.metrics_anomaly_score", + "model.elementary.monitors_runs" + ], + "model.elementary.filtered_information_schema_columns": [], + "operation.elementary.elementary-on-run-start-0": [], + "operation.elementary.elementary-on-run-end-0": [], "test.demo.unique_stg_customers_customer_id.c7614daada": [], "test.demo.not_null_stg_customers_customer_id.e2cfb1f9aa": [], "test.demo.unique_stg_orders_order_id.e3b841c71a": [], @@ -9477,10 +27202,9 @@ "test.demo.accepted_values_stg_payments_payment_method__credit_card__coupon__bank_transfer__gift_card.3c3820f278": [], "test.demo.unique_customers_customer_id.c5af1ff4b1": [], "test.demo.not_null_customers_customer_id.5c9bf9911d": [], - "test.demo.unique_orders_order_id.fed79b3a6e": [], "test.demo.not_null_orders_order_id.cf6c17daed": [], - "test.demo.not_null_orders_customer_id.c5f02694af": [], - "test.demo.relationships_orders_customer_id__customer_id__ref_customers_.c6ec7f58f2": [], + "test.demo.not_null_orders_customer_id_change.a2fb2e87b2": [], + "test.demo.relationships_orders_customer_id_change__customer_id__ref_customers_.ae8faa1aca": [], "test.demo.accepted_values_orders_status__placed__shipped__completed__return_pending__returned.be6b5b5ec3": [], "test.demo.not_null_orders_amount.106140f9fd": [], "test.demo.not_null_orders_credit_card_amount.d3ca593b59": [], @@ -9489,5 +27213,6 @@ "test.demo.not_null_orders_gift_card_amount.413a0d2d7a": [] }, "group_map": {}, + "saved_queries": {}, "semantic_models": {} } diff --git a/tests/dbt_artifacts/run_results/run_results_v5.json b/tests/dbt_artifacts/run_results/run_results_v5.json new file mode 100644 index 00000000..d7692a75 --- /dev/null +++ b/tests/dbt_artifacts/run_results/run_results_v5.json @@ -0,0 +1,78 @@ +{ + "metadata": { + "dbt_schema_version": "https://schemas.getdbt.com/dbt/run-results/v5.json", + "dbt_version": "1.7.0", + "generated_at": "2023-11-03T18:58:01.711121Z", + "invocation_id": "13fd3e9b-66fd-4dee-bb27-b6acd818c747", + "env": {} + }, + "results": [ + { + "status": "success", + "timing": [ + { + "name": "compile", + "started_at": "2023-11-03T18:57:54.451415Z", + "completed_at": "2023-11-03T18:57:54.455521Z" + }, + { + "name": "execute", + "started_at": "2023-11-03T18:57:54.456321Z", + "completed_at": "2023-11-03T18:57:56.603978Z" + } + ], + "thread_id": "Thread-4", + "execution_time": 2.2710530757904053, + "adapter_response": { + "_message": "SUCCESS 1", + "code": "SUCCESS", + "rows_affected": 1, + "query_id": "01b01671-0903-c114-0008-fb8312780ad2" + }, + "message": "SUCCESS 1", + "failures": null, + "unique_id": "model.demo.customers", + "compiled": true, + "compiled_code": "with customers as (\n\n select * from DEV.development_sung.stg_customers\n\n),\n\norders as (\n\n select * from DEV.development_sung.stg_orders\n\n),\n\npayments as (\n\n select * from DEV.development_sung.stg_payments\n\n),\n\ncustomer_orders as (\n\n select\n customer_id,\n\n min(order_date) as first_order,\n max(order_date) as most_recent_order,\n count(order_id) as number_of_orders\n from orders\n\n group by customer_id\n\n),\n\ncustomer_payments as (\n\n select\n orders.customer_id,\n sum(amount) as total_amount\n\n from payments\n\n left join orders on\n payments.order_id = orders.order_id\n\n group by orders.customer_id\n\n),\n\nfinal as (\n\n select\n customers.customer_id,\n customers.first_name as changed_names,\n customers.last_name,\n customer_orders.first_order,\n customer_orders.most_recent_order,\n customer_orders.number_of_orders,\n customer_payments.total_amount as customer_lifetime_value\n\n from customers\n\n left join customer_orders\n on customers.customer_id = customer_orders.customer_id\n\n left join customer_payments\n on customers.customer_id = customer_payments.customer_id\n\n)\n\nselect * from final", + "relation_name": "DEV.development_sung.customers" + } + ], + "elapsed_time": 9.092561960220337, + "args": { + "version_check": true, + "printer_width": 80, + "project_dir": "/Users/sung/Desktop/data-diff/datafold-demo-sung", + "quiet": false, + "send_anonymous_usage_stats": true, + "introspect": true, + "exclude": [], + "log_file_max_bytes": 10485760, + "strict_mode": false, + "warn_error_options": { "include": [], "exclude": [] }, + "cache_selected_only": false, + "log_level_file": "debug", + "macro_debugging": false, + "profiles_dir": "/Users/sung/Desktop/data-diff/datafold-demo-sung", + "log_path": "/Users/sung/Desktop/data-diff/datafold-demo-sung/logs", + "log_format": "default", + "use_colors_file": true, + "partial_parse_file_diff": true, + "indirect_selection": "eager", + "select": ["customers"], + "favor_state": false, + "populate_cache": true, + "log_level": "info", + "print": true, + "write_json": true, + "which": "run", + "invocation_command": "dbt run -s customers", + "static_parser": true, + "enable_legacy_logger": false, + "partial_parse": true, + "vars": {}, + "show_resource_report": false, + "defer": false, + "log_format_file": "debug", + "use_colors": true + } +} diff --git a/tests/test_dbt_config_validators.py b/tests/test_dbt_config_validators.py index b08e6dab..4d4680bf 100644 --- a/tests/test_dbt_config_validators.py +++ b/tests/test_dbt_config_validators.py @@ -15,7 +15,7 @@ class TestRunResultsJsonConfig(unittest.TestCase): def test_run_results(self): # https://docs.getdbt.com/reference/artifacts/run-results-json - versions = ["v4"] + versions = ["v4", "v5"] for version in versions: with self.subTest(version=version):