From 43f89a5ca011697850c56d32938b19c21a9a5fb6 Mon Sep 17 00:00:00 2001 From: Disha Prakash Date: Tue, 29 Apr 2025 08:50:55 +0000 Subject: [PATCH 01/19] feat: Adding multi modal support for PGVectorStore --- langchain_postgres/v2/async_vectorstore.py | 112 ++++++++++++++++++ langchain_postgres/v2/vectorstores.py | 52 ++++++++ pyproject.toml | 2 + .../v2/test_async_pg_vectorstore.py | 65 ++++++++++ .../v2/test_async_pg_vectorstore_search.py | 61 ++++++++++ tests/unit_tests/v2/test_pg_vectorstore.py | 80 +++++++++++++ .../v2/test_pg_vectorstore_search.py | 94 ++++++++++++++- 7 files changed, 465 insertions(+), 1 deletion(-) diff --git a/langchain_postgres/v2/async_vectorstore.py b/langchain_postgres/v2/async_vectorstore.py index 11e5ff9..e400402 100644 --- a/langchain_postgres/v2/async_vectorstore.py +++ b/langchain_postgres/v2/async_vectorstore.py @@ -1,12 +1,16 @@ # TODO: Remove below import when minimum supported Python version is 3.10 from __future__ import annotations +import base64 import copy import json +import re import uuid from typing import Any, Callable, Iterable, Optional, Sequence import numpy as np +import requests +from google.cloud import storage # type: ignore from langchain_core.documents import Document from langchain_core.embeddings import Embeddings from langchain_core.vectorstores import VectorStore, utils @@ -365,6 +369,92 @@ async def aadd_documents( ids = await self.aadd_texts(texts, metadatas=metadatas, ids=ids, **kwargs) return ids + def _encode_image(self, uri: str) -> str: + """Get base64 string from a image URI.""" + gcs_uri = re.match("gs://(.*?)/(.*)", uri) + if gcs_uri: + bucket_name, object_name = gcs_uri.groups() + storage_client = storage.Client() + bucket = storage_client.bucket(bucket_name) + blob = bucket.blob(object_name) + return base64.b64encode(blob.download_as_bytes()).decode("utf-8") + + web_uri = re.match(r"^(https?://).*", uri) + if web_uri: + response = requests.get(uri, stream=True) + response.raise_for_status() + return base64.b64encode(response.content).decode("utf-8") + + with open(uri, "rb") as image_file: + return base64.b64encode(image_file.read()).decode("utf-8") + + async def aadd_images( + self, + uris: list[str], + metadatas: Optional[list[dict]] = None, + ids: Optional[list[str]] = None, + **kwargs: Any, + ) -> list[str]: + """Embed images and add to the table. + + Args: + uris (list[str]): List of local image URIs to add to the table. + metadatas (Optional[list[dict]]): List of metadatas to add to table records. + ids: (Optional[list[str]]): List of IDs to add to table records. + + Returns: + List of record IDs added. + """ + encoded_images = [] + if metadatas is None: + metadatas = [{"image_uri": uri} for uri in uris] + + for uri in uris: + encoded_image = self._encode_image(uri) + encoded_images.append(encoded_image) + + embeddings = self._images_embedding_helper(uris) + ids = await self.aadd_embeddings( + encoded_images, embeddings, metadatas=metadatas, ids=ids, **kwargs + ) + return ids + + def _images_embedding_helper(self, image_uris: list[str]) -> list[list[float]]: + # check if either `embed_images()` or `embed_image()` API is supported by the embedding service used + if hasattr(self.embedding_service, "embed_images"): + try: + embeddings = self.embedding_service.embed_images(image_uris) + except Exception as e: + raise Exception( + f"Make sure your selected embedding model supports list of image URIs as input. {str(e)}" + ) + elif hasattr(self.embedding_service, "embed_image"): + try: + embeddings = self.embedding_service.embed_image(image_uris) + except Exception as e: + raise Exception( + f"Make sure your selected embedding model supports list of image URIs as input. {str(e)}" + ) + else: + raise ValueError( + "Please use an embedding model that supports image embedding." + ) + return embeddings + + async def asimilarity_search_image( + self, + image_uri: str, + k: Optional[int] = None, + filter: Optional[dict] = None, + **kwargs: Any, + ) -> list[Document]: + """Return docs selected by similarity search on query.""" + embedding = self._images_embedding_helper([image_uri])[0] + + return await self.asimilarity_search_by_vector( + embedding=embedding, k=k, filter=filter, **kwargs + ) + async def adelete( self, ids: Optional[list] = None, @@ -1268,3 +1358,25 @@ def max_marginal_relevance_search_with_score_by_vector( raise NotImplementedError( "Sync methods are not implemented for AsyncPGVectorStore. Use PGVectorStore interface instead." ) + + def add_images( + self, + uris: list[str], + metadatas: Optional[list[dict]] = None, + ids: Optional[list[str]] = None, + **kwargs: Any, + ) -> list[str]: + raise NotImplementedError( + "Sync methods are not implemented for AsyncAlloyDBVectorStore. Use AlloyDBVectorStore interface instead." + ) + + def similarity_search_image( + self, + image_uri: str, + k: Optional[int] = None, + filter: Optional[dict] = None, + **kwargs: Any, + ) -> list[Document]: + raise NotImplementedError( + "Sync methods are not implemented for AsyncAlloyDBVectorStore. Use AlloyDBVectorStore interface instead." + ) diff --git a/langchain_postgres/v2/vectorstores.py b/langchain_postgres/v2/vectorstores.py index 1dc1be9..3ae5569 100644 --- a/langchain_postgres/v2/vectorstores.py +++ b/langchain_postgres/v2/vectorstores.py @@ -840,3 +840,55 @@ def get_by_ids(self, ids: Sequence[str]) -> list[Document]: def get_table_name(self) -> str: return self.__vs.table_name + + async def aadd_images( + self, + uris: list[str], + metadatas: Optional[list[dict]] = None, + ids: Optional[list[str]] = None, + **kwargs: Any, + ) -> list[str]: + """Embed images and add to the table.""" + return await self._engine._run_as_async( + self._PGVectorStore__vs.aadd_images(uris, metadatas, ids, **kwargs) # type: ignore + ) + + def add_images( + self, + uris: list[str], + metadatas: Optional[list[dict]] = None, + ids: Optional[list[str]] = None, + **kwargs: Any, + ) -> list[str]: + """Embed images and add to the table.""" + return self._engine._run_as_sync( + self._PGVectorStore__vs.aadd_images(uris, metadatas, ids, **kwargs) # type: ignore + ) + + def similarity_search_image( + self, + image_uri: str, + k: Optional[int] = None, + filter: Optional[dict] = None, + **kwargs: Any, + ) -> list[Document]: + """Return docs selected by similarity search on image.""" + return self._engine._run_as_sync( + self._PGVectorStore__vs.asimilarity_search_image( + image_uri, k, filter, **kwargs + ) # type: ignore + ) + + async def asimilarity_search_image( + self, + image_uri: str, + k: Optional[int] = None, + filter: Optional[dict] = None, + **kwargs: Any, + ) -> list[Document]: + """Return docs selected by similarity search on image_uri.""" + return await self._engine._run_as_async( + self._PGVectorStore__vs.asimilarity_search_image( + image_uri, k, filter, **kwargs + ) # type: ignore + ) diff --git a/pyproject.toml b/pyproject.toml index 8e499e5..1f47a57 100644 --- a/pyproject.toml +++ b/pyproject.toml @@ -19,6 +19,7 @@ sqlalchemy = "^2" pgvector = ">=0.2.5,<0.4" numpy = "^1.21" asyncpg = "^0.30.0" +google-cloud-storage = ">=2.18.2, <4.0.0" [tool.poetry.group.docs.dependencies] @@ -37,6 +38,7 @@ pytest-socket = "^0.7.0" pytest-cov = "^5.0.0" pytest-timeout = "^2.3.1" langchain-tests = "0.3.7" +pillow = "11.1.0" [tool.poetry.group.codespell] optional = true diff --git a/tests/unit_tests/v2/test_async_pg_vectorstore.py b/tests/unit_tests/v2/test_async_pg_vectorstore.py index acad83f..0492cae 100644 --- a/tests/unit_tests/v2/test_async_pg_vectorstore.py +++ b/tests/unit_tests/v2/test_async_pg_vectorstore.py @@ -1,3 +1,4 @@ +import os import uuid from typing import AsyncIterator, Sequence @@ -5,6 +6,7 @@ import pytest_asyncio from langchain_core.documents import Document from langchain_core.embeddings import DeterministicFakeEmbedding +from PIL import Image from sqlalchemy import text from sqlalchemy.engine.row import RowMapping @@ -15,6 +17,7 @@ DEFAULT_TABLE = "default" + str(uuid.uuid4()) DEFAULT_TABLE_SYNC = "default_sync" + str(uuid.uuid4()) CUSTOM_TABLE = "custom" + str(uuid.uuid4()) +IMAGE_TABLE = "image_table" + str(uuid.uuid4()) VECTOR_SIZE = 768 embeddings_service = DeterministicFakeEmbedding(size=VECTOR_SIZE) @@ -28,6 +31,14 @@ embeddings = [embeddings_service.embed_query(texts[i]) for i in range(len(texts))] +class FakeImageEmbedding(DeterministicFakeEmbedding): + def embed_image(self, image_paths: list[str]) -> list[list[float]]: + return [self.embed_query(path) for path in image_paths] + + +image_embedding_service = FakeImageEmbedding(size=VECTOR_SIZE) + + async def aexecute(engine: PGEngine, query: str) -> None: async with engine._pool.connect() as conn: await conn.execute(text(query)) @@ -52,6 +63,7 @@ async def engine(self) -> AsyncIterator[PGEngine]: yield engine await engine.adrop_table(DEFAULT_TABLE) await engine.adrop_table(CUSTOM_TABLE) + await engine.adrop_table(IMAGE_TABLE) await engine.close() @pytest_asyncio.fixture(scope="class") @@ -87,6 +99,45 @@ async def vs_custom(self, engine: PGEngine) -> AsyncIterator[AsyncPGVectorStore] ) yield vs + @pytest_asyncio.fixture(scope="class") + async def image_vs(self, engine: PGEngine) -> AsyncIterator[AsyncPGVectorStore]: + await engine._ainit_vectorstore_table( + IMAGE_TABLE, + VECTOR_SIZE, + metadata_columns=[ + Column("image_id", "TEXT"), + Column("source", "TEXT"), + ], + ) + vs = await AsyncPGVectorStore.create( + engine, + embedding_service=image_embedding_service, + table_name=IMAGE_TABLE, + metadata_columns=["image_id", "source"], + metadata_json_column="mymeta", + ) + yield vs + + @pytest_asyncio.fixture(scope="class") + async def image_uris(self) -> AsyncIterator[list[str]]: + red_uri = str(uuid.uuid4()).replace("-", "_") + "test_image_red.jpg" + green_uri = str(uuid.uuid4()).replace("-", "_") + "test_image_green.jpg" + blue_uri = str(uuid.uuid4()).replace("-", "_") + "test_image_blue.jpg" + gcs_uri = "gs://github-repo/img/vision/google-cloud-next.jpeg" + image = Image.new("RGB", (100, 100), color="red") + image.save(red_uri) + image = Image.new("RGB", (100, 100), color="green") + image.save(green_uri) + image = Image.new("RGB", (100, 100), color="blue") + image.save(blue_uri) + image_uris = [red_uri, green_uri, blue_uri, gcs_uri] + yield image_uris + for uri in image_uris: + try: + os.remove(uri) + except FileNotFoundError: + pass + async def test_init_with_constructor(self, engine: PGEngine) -> None: with pytest.raises(Exception): AsyncPGVectorStore( @@ -165,6 +216,20 @@ async def test_adelete(self, engine: PGEngine, vs: AsyncPGVectorStore) -> None: assert result == False await aexecute(engine, f'TRUNCATE TABLE "{DEFAULT_TABLE}"') + async def test_aadd_images( + self, engine: PGEngine, image_vs: AsyncPGVectorStore, image_uris: list[str] + ) -> None: + ids = [str(uuid.uuid4()) for i in range(len(image_uris))] + metadatas = [ + {"image_id": str(i), "source": "postgres"} for i in range(len(image_uris)) + ] + await image_vs.aadd_images(image_uris, metadatas, ids) + results = await afetch(engine, (f'SELECT * FROM "{IMAGE_TABLE}"')) + assert len(results) == len(image_uris) + assert results[0]["image_id"] == "0" + assert results[0]["source"] == "postgres" + await aexecute(engine, (f'TRUNCATE TABLE "{IMAGE_TABLE}"')) + ##### Custom Vector Store ##### async def test_aadd_embeddings( self, engine: PGEngine, vs_custom: AsyncPGVectorStore diff --git a/tests/unit_tests/v2/test_async_pg_vectorstore_search.py b/tests/unit_tests/v2/test_async_pg_vectorstore_search.py index 72f91d8..50209d6 100644 --- a/tests/unit_tests/v2/test_async_pg_vectorstore_search.py +++ b/tests/unit_tests/v2/test_async_pg_vectorstore_search.py @@ -6,6 +6,7 @@ import pytest_asyncio from langchain_core.documents import Document from langchain_core.embeddings import DeterministicFakeEmbedding +from PIL import Image from sqlalchemy import text from langchain_postgres import Column, PGEngine @@ -20,6 +21,7 @@ DEFAULT_TABLE = "default" + str(uuid.uuid4()).replace("-", "_") CUSTOM_TABLE = "custom" + str(uuid.uuid4()).replace("-", "_") CUSTOM_FILTER_TABLE = "custom_filter" + str(uuid.uuid4()).replace("-", "_") +IMAGE_TABLE = "image_table" + str(uuid.uuid4()).replace("-", "_") VECTOR_SIZE = 768 sync_method_exception_str = "Sync methods are not implemented for AsyncPGVectorStore. Use PGVectorStore interface instead." @@ -43,6 +45,14 @@ ] +class FakeImageEmbedding(DeterministicFakeEmbedding): + def embed_image(self, image_paths: list[str]) -> list[list[float]]: + return [self.embed_query(path) for path in image_paths] + + +image_embedding_service = FakeImageEmbedding(size=VECTOR_SIZE) + + def get_env_var(key: str, desc: str) -> str: v = os.environ.get(key) if v is None: @@ -69,6 +79,7 @@ async def engine(self) -> AsyncIterator[PGEngine]: await engine.adrop_table(DEFAULT_TABLE) await engine.adrop_table(CUSTOM_TABLE) await engine.adrop_table(CUSTOM_FILTER_TABLE) + await engine.adrop_table(IMAGE_TABLE) await engine.close() @pytest_asyncio.fixture(scope="class") @@ -149,6 +160,40 @@ async def vs_custom_filter( await vs_custom_filter.aadd_documents(filter_docs, ids=ids) yield vs_custom_filter + @pytest_asyncio.fixture(scope="class") + async def image_uris(self) -> AsyncIterator[list[str]]: + red_uri = str(uuid.uuid4()).replace("-", "_") + "test_image_red.jpg" + green_uri = str(uuid.uuid4()).replace("-", "_") + "test_image_green.jpg" + blue_uri = str(uuid.uuid4()).replace("-", "_") + "test_image_blue.jpg" + gcs_uri = "gs://github-repo/img/vision/google-cloud-next.jpeg" + image = Image.new("RGB", (100, 100), color="red") + image.save(red_uri) + image = Image.new("RGB", (100, 100), color="green") + image.save(green_uri) + image = Image.new("RGB", (100, 100), color="blue") + image.save(blue_uri) + image_uris = [red_uri, green_uri, blue_uri, gcs_uri] + yield image_uris + for uri in image_uris: + try: + os.remove(uri) + except FileNotFoundError: + pass + + @pytest_asyncio.fixture(scope="class") + async def image_vs( + self, engine: PGEngine, image_uris: list[str] + ) -> AsyncIterator[AsyncPGVectorStore]: + await engine._ainit_vectorstore_table(IMAGE_TABLE, VECTOR_SIZE) + vs = await AsyncPGVectorStore.create( + engine, + embedding_service=image_embedding_service, + table_name=IMAGE_TABLE, + distance_strategy=DistanceStrategy.COSINE_DISTANCE, + ) + await vs.aadd_images(image_uris, ids=ids) + yield vs + async def test_asimilarity_search_score(self, vs: AsyncPGVectorStore) -> None: results = await vs.asimilarity_search_with_score("foo") assert len(results) == 4 @@ -303,3 +348,19 @@ async def test_vectorstore_with_metadata_filters( "meow", k=5, filter=test_filter ) assert [doc.metadata["code"] for doc in docs] == expected_ids, test_filter + + async def test_asimilarity_search_image( + self, image_vs: AsyncPGVectorStore, image_uris: list[str] + ) -> None: + results = await image_vs.asimilarity_search_image(image_uris[0], k=1) + assert len(results) == 1 + assert results[0].metadata["image_uri"] == image_uris[0] + results = await image_vs.asimilarity_search_image(image_uris[3], k=1) + assert len(results) == 1 + assert results[0].metadata["image_uri"] == image_uris[3] + + async def test_similarity_search_image( + self, image_vs: AsyncPGVectorStore, image_uris: list[str] + ) -> None: + with pytest.raises(NotImplementedError): + image_vs.similarity_search_image(image_uris[0], k=1) diff --git a/tests/unit_tests/v2/test_pg_vectorstore.py b/tests/unit_tests/v2/test_pg_vectorstore.py index d9765fa..ee10317 100644 --- a/tests/unit_tests/v2/test_pg_vectorstore.py +++ b/tests/unit_tests/v2/test_pg_vectorstore.py @@ -8,6 +8,7 @@ import pytest_asyncio from langchain_core.documents import Document from langchain_core.embeddings import DeterministicFakeEmbedding +from PIL import Image from sqlalchemy import text from sqlalchemy.engine.row import RowMapping from sqlalchemy.ext.asyncio import AsyncEngine, create_async_engine @@ -18,6 +19,8 @@ DEFAULT_TABLE = "test_table" + str(uuid.uuid4()) DEFAULT_TABLE_SYNC = "test_table_sync" + str(uuid.uuid4()) CUSTOM_TABLE = "test-table-custom" + str(uuid.uuid4()) +IMAGE_TABLE = "image_table" + str(uuid.uuid4()) +IMAGE_TABLE_SYNC = "image_table_sync" + str(uuid.uuid4()) VECTOR_SIZE = 768 embeddings_service = DeterministicFakeEmbedding(size=VECTOR_SIZE) @@ -31,6 +34,14 @@ embeddings = [embeddings_service.embed_query(texts[i]) for i in range(len(texts))] +class FakeImageEmbedding(DeterministicFakeEmbedding): + def embed_image(self, image_paths: list[str]) -> list[list[float]]: + return [self.embed_query(path) for path in image_paths] + + +image_embedding_service = FakeImageEmbedding(size=VECTOR_SIZE) + + def get_env_var(key: str, desc: str) -> str: v = os.environ.get(key) if v is None: @@ -70,6 +81,8 @@ async def engine(self) -> AsyncIterator[PGEngine]: yield engine await aexecute(engine, f'DROP TABLE IF EXISTS "{DEFAULT_TABLE}"') + await aexecute(engine, f'DROP TABLE IF EXISTS "{IMAGE_TABLE}"') + await aexecute(engine, f'DROP TABLE IF EXISTS "{CUSTOM_TABLE}"') await engine.close() @pytest_asyncio.fixture(scope="class") @@ -88,6 +101,7 @@ async def engine_sync(self) -> AsyncIterator[PGEngine]: yield engine_sync await aexecute(engine_sync, f'DROP TABLE IF EXISTS "{DEFAULT_TABLE_SYNC}"') + await aexecute(engine_sync, f'DROP TABLE IF EXISTS "{IMAGE_TABLE_SYNC}"') await engine_sync.close() @pytest_asyncio.fixture(scope="class") @@ -125,6 +139,26 @@ async def vs_custom(self, engine: PGEngine) -> AsyncIterator[PGVectorStore]: yield vs await aexecute(engine, f'DROP TABLE IF EXISTS "{CUSTOM_TABLE}"') + @pytest_asyncio.fixture(scope="class") + def image_uris(self) -> Iterator[list[str]]: + red_uri = str(uuid.uuid4()).replace("-", "_") + "test_image_red.jpg" + green_uri = str(uuid.uuid4()).replace("-", "_") + "test_image_green.jpg" + blue_uri = str(uuid.uuid4()).replace("-", "_") + "test_image_blue.jpg" + gcs_uri = "gs://github-repo/img/vision/google-cloud-next.jpeg" + image = Image.new("RGB", (100, 100), color="red") + image.save(red_uri) + image = Image.new("RGB", (100, 100), color="green") + image.save(green_uri) + image = Image.new("RGB", (100, 100), color="blue") + image.save(blue_uri) + image_uris = [red_uri, green_uri, blue_uri, gcs_uri] + yield image_uris + for uri in image_uris: + try: + os.remove(uri) + except FileNotFoundError: + pass + async def test_init_with_constructor(self, engine: PGEngine) -> None: with pytest.raises(Exception): PGVectorStore( # type: ignore @@ -190,6 +224,52 @@ async def test_aadd_docs(self, engine: PGEngine, vs: PGVectorStore) -> None: assert len(results) == 3 await aexecute(engine, f'TRUNCATE TABLE "{DEFAULT_TABLE}"') + async def test_aadd_images( + self, engine_sync: PGVectorStore, image_uris: list[str] + ) -> None: + engine_sync.init_vectorstore_table( + IMAGE_TABLE, + VECTOR_SIZE, + metadata_columns=[ + Column("image_id", "TEXT"), + Column("source", "TEXT"), + ], + ) + vs = PGVectorStore.create_sync( + engine_sync, + embedding_service=image_embedding_service, + table_name=IMAGE_TABLE, + metadata_columns=["image_id", "source"], + metadata_json_column="mymeta", + ) + ids = [str(uuid.uuid4()) for i in range(len(image_uris))] + metadatas = [ + {"image_id": str(i), "source": "postgres"} for i in range(len(image_uris)) + ] + await vs.aadd_images(image_uris, metadatas, ids) + results = await afetch(engine_sync, f'SELECT * FROM "{IMAGE_TABLE}"') + assert len(results) == len(image_uris) + assert results[0]["image_id"] == "0" + assert results[0]["source"] == "postgres" + await aexecute(engine_sync, f'TRUNCATE TABLE "{IMAGE_TABLE}"') + + async def test_add_images( + self, engine_sync: PGVectorStore, image_uris: list[str] + ) -> None: + engine_sync.init_vectorstore_table(IMAGE_TABLE_SYNC, VECTOR_SIZE) + vs = PGVectorStore.create_sync( + engine_sync, + embedding_service=image_embedding_service, + table_name=IMAGE_TABLE_SYNC, + ) + + ids = [str(uuid.uuid4()) for i in range(len(image_uris))] + vs.add_images(image_uris, ids=ids) + results = await afetch(engine_sync, (f'SELECT * FROM "{IMAGE_TABLE_SYNC}"')) + assert len(results) == len(image_uris) + await vs.adelete(ids) + await aexecute(engine_sync, f'DROP TABLE IF EXISTS "{IMAGE_TABLE_SYNC}"') + async def test_aadd_embeddings( self, engine: PGEngine, vs_custom: PGVectorStore ) -> None: diff --git a/tests/unit_tests/v2/test_pg_vectorstore_search.py b/tests/unit_tests/v2/test_pg_vectorstore_search.py index 379f529..0672726 100644 --- a/tests/unit_tests/v2/test_pg_vectorstore_search.py +++ b/tests/unit_tests/v2/test_pg_vectorstore_search.py @@ -1,11 +1,12 @@ import os import uuid -from typing import AsyncIterator +from typing import AsyncIterator, Iterator import pytest import pytest_asyncio from langchain_core.documents import Document from langchain_core.embeddings import DeterministicFakeEmbedding +from PIL import Image from sqlalchemy import text from langchain_postgres import Column, PGEngine, PGVectorStore @@ -22,6 +23,8 @@ CUSTOM_TABLE = "custom" + str(uuid.uuid4()).replace("-", "_") CUSTOM_FILTER_TABLE = "custom_filter" + str(uuid.uuid4()).replace("-", "_") CUSTOM_FILTER_TABLE_SYNC = "custom_filter_sync" + str(uuid.uuid4()).replace("-", "_") +IMAGE_TABLE = "image_table" + str(uuid.uuid4()).replace("-", "_") +IMAGE_TABLE_SYNC = "image_table_sync" + str(uuid.uuid4()).replace("-", "_") VECTOR_SIZE = 768 embeddings_service = DeterministicFakeEmbedding(size=VECTOR_SIZE) @@ -43,6 +46,14 @@ embeddings = [embeddings_service.embed_query("foo") for i in range(len(texts))] +class FakeImageEmbedding(DeterministicFakeEmbedding): + def embed_image(self, image_paths: list[str]) -> list[list[float]]: + return [self.embed_query(path) for path in image_paths] + + +image_embedding_service = FakeImageEmbedding(size=VECTOR_SIZE) + + def get_env_var(key: str, desc: str) -> str: v = os.environ.get(key) if v is None: @@ -71,6 +82,7 @@ async def engine(self) -> AsyncIterator[PGEngine]: yield engine await aexecute(engine, f"DROP TABLE IF EXISTS {DEFAULT_TABLE}") await aexecute(engine, f"DROP TABLE IF EXISTS {CUSTOM_FILTER_TABLE}") + await aexecute(engine, f"DROP TABLE IF EXISTS {IMAGE_TABLE}") await engine.close() @pytest_asyncio.fixture(scope="class") @@ -158,6 +170,41 @@ async def vs_custom_filter(self, engine: PGEngine) -> AsyncIterator[PGVectorStor await vs_custom_filter.aadd_documents(filter_docs, ids=ids) yield vs_custom_filter + @pytest_asyncio.fixture(scope="class") + async def image_uris(self) -> AsyncIterator[list[str]]: + red_uri = str(uuid.uuid4()).replace("-", "_") + "test_image_red.jpg" + green_uri = str(uuid.uuid4()).replace("-", "_") + "test_image_green.jpg" + blue_uri = str(uuid.uuid4()).replace("-", "_") + "test_image_blue.jpg" + gcs_uri = "gs://github-repo/img/vision/google-cloud-next.jpeg" + image = Image.new("RGB", (100, 100), color="red") + image.save(red_uri) + image = Image.new("RGB", (100, 100), color="green") + image.save(green_uri) + image = Image.new("RGB", (100, 100), color="blue") + image.save(blue_uri) + image_uris = [red_uri, green_uri, blue_uri, gcs_uri] + yield image_uris + for uri in image_uris: + try: + os.remove(uri) + except FileNotFoundError: + pass + + @pytest_asyncio.fixture(scope="class") + async def image_vs( + self, engine: PGEngine, image_uris: list[str] + ) -> AsyncIterator[PGVectorStore]: + await engine.ainit_vectorstore_table(IMAGE_TABLE, VECTOR_SIZE) + vs = await PGVectorStore.create( + engine, + embedding_service=image_embedding_service, + table_name=IMAGE_TABLE, + distance_strategy=DistanceStrategy.COSINE_DISTANCE, + ) + ids = [str(uuid.uuid4()) for i in range(len(image_uris))] + await vs.aadd_images(image_uris, ids=ids) + yield vs + async def test_asimilarity_search_score(self, vs: PGVectorStore) -> None: results = await vs.asimilarity_search_with_score("foo") assert len(results) == 4 @@ -173,6 +220,14 @@ async def test_asimilarity_search_by_vector(self, vs: PGVectorStore) -> None: assert result[0][0] == Document(page_content="foo", id=ids[0]) assert result[0][1] == 0 + async def test_asimilarity_search_image(self, image_vs, image_uris): + results = await image_vs.asimilarity_search_image(image_uris[0], k=1) + assert len(results) == 1 + assert results[0].metadata["image_uri"] == image_uris[0] + results = await image_vs.asimilarity_search_image(image_uris[3], k=1) + assert len(results) == 1 + assert results[0].metadata["image_uri"] == image_uris[3] + async def test_similarity_search_with_relevance_scores_threshold_cosine( self, vs: PGVectorStore ) -> None: @@ -270,6 +325,7 @@ async def engine_sync(self) -> AsyncIterator[PGEngine]: yield engine await aexecute(engine, f"DROP TABLE IF EXISTS {DEFAULT_TABLE_SYNC}") await aexecute(engine, f"DROP TABLE IF EXISTS {CUSTOM_FILTER_TABLE_SYNC}") + await aexecute(engine, f"DROP TABLE IF EXISTS {IMAGE_TABLE_SYNC}") await engine.close() @pytest_asyncio.fixture(scope="class") @@ -339,6 +395,37 @@ async def vs_custom_filter_sync( vs_custom_filter_sync.add_documents(filter_docs, ids=ids) yield vs_custom_filter_sync + @pytest_asyncio.fixture(scope="class") + async def image_uris(self) -> AsyncIterator[list[str]]: + red_uri = str(uuid.uuid4()).replace("-", "_") + "test_image_red.jpg" + green_uri = str(uuid.uuid4()).replace("-", "_") + "test_image_green.jpg" + blue_uri = str(uuid.uuid4()).replace("-", "_") + "test_image_blue.jpg" + image = Image.new("RGB", (100, 100), color="red") + image.save(red_uri) + image = Image.new("RGB", (100, 100), color="green") + image.save(green_uri) + image = Image.new("RGB", (100, 100), color="blue") + image.save(blue_uri) + image_uris = [red_uri, green_uri, blue_uri] + yield image_uris + for uri in image_uris: + os.remove(uri) + + @pytest_asyncio.fixture(scope="class") + def image_vs( + self, engine_sync: PGEngine, image_uris: list[str] + ) -> Iterator[PGVectorStore]: + engine_sync.init_vectorstore_table(IMAGE_TABLE_SYNC, VECTOR_SIZE) + vs = PGVectorStore.create_sync( + engine_sync, + embedding_service=image_embedding_service, + table_name=IMAGE_TABLE_SYNC, + distance_strategy=DistanceStrategy.COSINE_DISTANCE, + ) + ids = [str(uuid.uuid4()) for i in range(len(image_uris))] + vs.add_images(image_uris, ids=ids) + yield vs + def test_similarity_search_score(self, vs_custom: PGVectorStore) -> None: results = vs_custom.similarity_search_with_score("foo") assert len(results) == 4 @@ -354,6 +441,11 @@ def test_similarity_search_by_vector(self, vs_custom: PGVectorStore) -> None: assert result[0][0] == Document(page_content="foo", id=ids[0]) assert result[0][1] == 0 + def test_similarity_search_image(self, image_vs, image_uris): + results = image_vs.similarity_search_image(image_uris[0], k=1) + assert len(results) == 1 + assert results[0].metadata["image_uri"] == image_uris[0] + def test_max_marginal_relevance_search_vector( self, vs_custom: PGVectorStore ) -> None: From 97b387c6ce971b5bf33c8db387dbb93ed9b0d695 Mon Sep 17 00:00:00 2001 From: Disha Prakash Date: Tue, 29 Apr 2025 08:53:19 +0000 Subject: [PATCH 02/19] New poetry lock --- poetry.lock | 908 ++++++++++++++++++++++++++++++---------------------- 1 file changed, 517 insertions(+), 391 deletions(-) diff --git a/poetry.lock b/poetry.lock index 50ffee8..fd2f82a 100644 --- a/poetry.lock +++ b/poetry.lock @@ -1,4 +1,4 @@ -# This file is automatically @generated by Poetry 2.1.1 and should not be changed by hand. +# This file is automatically @generated by Poetry 1.6.1 and should not be changed by hand. [[package]] name = "aiofiles" @@ -6,7 +6,6 @@ version = "22.1.0" description = "File support for asyncio." optional = false python-versions = ">=3.7,<4.0" -groups = ["dev"] files = [ {file = "aiofiles-22.1.0-py3-none-any.whl", hash = "sha256:1142fa8e80dbae46bb6339573ad4c8c0841358f79c6eb50a493dceca14621bad"}, {file = "aiofiles-22.1.0.tar.gz", hash = "sha256:9107f1ca0b2a5553987a94a3c9959fe5b491fdf731389aa5b7b1bd0733e32de6"}, @@ -18,7 +17,6 @@ version = "0.21.0" description = "asyncio bridge to the standard sqlite3 module" optional = false python-versions = ">=3.9" -groups = ["dev"] files = [ {file = "aiosqlite-0.21.0-py3-none-any.whl", hash = "sha256:2549cf4057f95f53dcba16f2b64e8e2791d7e1adedb13197dd8ed77bb226d7d0"}, {file = "aiosqlite-0.21.0.tar.gz", hash = "sha256:131bb8056daa3bc875608c631c678cda73922a2d4ba8aec373b19f18c17e7aa3"}, @@ -37,7 +35,6 @@ version = "0.7.0" description = "Reusable constraint types to use with typing.Annotated" optional = false python-versions = ">=3.8" -groups = ["main", "test"] files = [ {file = "annotated_types-0.7.0-py3-none-any.whl", hash = "sha256:1f02e8b43a8fbbc3f3e0d4f0f4bfc8131bcb4eebe8849b8e5c773f3a1c582a53"}, {file = "annotated_types-0.7.0.tar.gz", hash = "sha256:aff07c09a53a08bc8cfccb9c85b05f1aa9a2a6f23728d790723543408344ce89"}, @@ -49,7 +46,6 @@ version = "4.9.0" description = "High level compatibility layer for multiple asynchronous event loop implementations" optional = false python-versions = ">=3.9" -groups = ["main", "dev", "test"] files = [ {file = "anyio-4.9.0-py3-none-any.whl", hash = "sha256:9f76d541cad6e36af7beb62e978876f3b41e3e04f2c1fbf0884604c0a9c4d93c"}, {file = "anyio-4.9.0.tar.gz", hash = "sha256:673c0c244e15788651a4ff38710fea9675823028a6f08a5eda409e0c9840a028"}, @@ -63,7 +59,7 @@ typing_extensions = {version = ">=4.5", markers = "python_version < \"3.13\""} [package.extras] doc = ["Sphinx (>=8.2,<9.0)", "packaging", "sphinx-autodoc-typehints (>=1.2.0)", "sphinx_rtd_theme"] -test = ["anyio[trio]", "blockbuster (>=1.5.23)", "coverage[toml] (>=7)", "exceptiongroup (>=1.2.0)", "hypothesis (>=4.0)", "psutil (>=5.9)", "pytest (>=7.0)", "trustme", "truststore (>=0.9.1) ; python_version >= \"3.10\"", "uvloop (>=0.21) ; platform_python_implementation == \"CPython\" and platform_system != \"Windows\" and python_version < \"3.14\""] +test = ["anyio[trio]", "blockbuster (>=1.5.23)", "coverage[toml] (>=7)", "exceptiongroup (>=1.2.0)", "hypothesis (>=4.0)", "psutil (>=5.9)", "pytest (>=7.0)", "trustme", "truststore (>=0.9.1)", "uvloop (>=0.21)"] trio = ["trio (>=0.26.1)"] [[package]] @@ -72,8 +68,6 @@ version = "0.1.4" description = "Disable App Nap on macOS >= 10.9" optional = false python-versions = ">=3.6" -groups = ["dev"] -markers = "platform_system == \"Darwin\"" files = [ {file = "appnope-0.1.4-py2.py3-none-any.whl", hash = "sha256:502575ee11cd7a28c0205f379b525beefebab9d161b7c964670864014ed7213c"}, {file = "appnope-0.1.4.tar.gz", hash = "sha256:1de3860566df9caf38f01f86f65e0e13e379af54f9e4bee1e66b48f2efffd1ee"}, @@ -85,7 +79,6 @@ version = "23.1.0" description = "Argon2 for Python" optional = false python-versions = ">=3.7" -groups = ["dev"] files = [ {file = "argon2_cffi-23.1.0-py3-none-any.whl", hash = "sha256:c670642b78ba29641818ab2e68bd4e6a78ba53b7eff7b4c3815ae16abf91c7ea"}, {file = "argon2_cffi-23.1.0.tar.gz", hash = "sha256:879c3e79a2729ce768ebb7d36d4609e3a78a4ca2ec3a9f12286ca057e3d0db08"}, @@ -106,7 +99,6 @@ version = "21.2.0" description = "Low-level CFFI bindings for Argon2" optional = false python-versions = ">=3.6" -groups = ["dev"] files = [ {file = "argon2-cffi-bindings-21.2.0.tar.gz", hash = "sha256:bb89ceffa6c791807d1305ceb77dbfacc5aa499891d2c55661c6459651fc39e3"}, {file = "argon2_cffi_bindings-21.2.0-cp36-abi3-macosx_10_9_x86_64.whl", hash = "sha256:ccb949252cb2ab3a08c02024acb77cfb179492d5701c7cbdbfd776124d4d2367"}, @@ -144,7 +136,6 @@ version = "1.3.0" description = "Better dates & times for Python" optional = false python-versions = ">=3.8" -groups = ["dev"] files = [ {file = "arrow-1.3.0-py3-none-any.whl", hash = "sha256:c728b120ebc00eb84e01882a6f5e7927a53960aa990ce7dd2b10f39005a67f80"}, {file = "arrow-1.3.0.tar.gz", hash = "sha256:d4540617648cb5f895730f1ad8c82a65f2dad0166f57b75f3ca54759c4d67a85"}, @@ -164,7 +155,6 @@ version = "3.0.0" description = "Annotate AST trees with source code positions" optional = false python-versions = ">=3.8" -groups = ["dev"] files = [ {file = "asttokens-3.0.0-py3-none-any.whl", hash = "sha256:e3078351a059199dd5138cb1c706e6430c05eff2ff136af5eb4790f9d28932e2"}, {file = "asttokens-3.0.0.tar.gz", hash = "sha256:0dcd8baa8d62b0c1d118b399b2ddba3c4aff271d0d7a9e0d4c1681c79035bbc7"}, @@ -180,8 +170,6 @@ version = "5.0.1" description = "Timeout context manager for asyncio programs" optional = false python-versions = ">=3.8" -groups = ["main"] -markers = "python_version < \"3.11.0\"" files = [ {file = "async_timeout-5.0.1-py3-none-any.whl", hash = "sha256:39e3809566ff85354557ec2398b55e096c8364bacac9405a7a1fa429e77fe76c"}, {file = "async_timeout-5.0.1.tar.gz", hash = "sha256:d9321a7a3d5a6a5e187e824d2fa0793ce379a202935782d555d6e9d2735677d3"}, @@ -193,7 +181,6 @@ version = "0.30.0" description = "An asyncio PostgreSQL driver" optional = false python-versions = ">=3.8.0" -groups = ["main"] files = [ {file = "asyncpg-0.30.0-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:bfb4dd5ae0699bad2b233672c8fc5ccbd9ad24b89afded02341786887e37927e"}, {file = "asyncpg-0.30.0-cp310-cp310-macosx_11_0_arm64.whl", hash = "sha256:dc1f62c792752a49f88b7e6f774c26077091b44caceb1983509edc18a2222ec0"}, @@ -251,8 +238,8 @@ async-timeout = {version = ">=4.0.3", markers = "python_version < \"3.11.0\""} [package.extras] docs = ["Sphinx (>=8.1.3,<8.2.0)", "sphinx-rtd-theme (>=1.2.2)"] -gssauth = ["gssapi ; platform_system != \"Windows\"", "sspilib ; platform_system == \"Windows\""] -test = ["distro (>=1.9.0,<1.10.0)", "flake8 (>=6.1,<7.0)", "flake8-pyi (>=24.1.0,<24.2.0)", "gssapi ; platform_system == \"Linux\"", "k5test ; platform_system == \"Linux\"", "mypy (>=1.8.0,<1.9.0)", "sspilib ; platform_system == \"Windows\"", "uvloop (>=0.15.3) ; platform_system != \"Windows\" and python_version < \"3.14.0\""] +gssauth = ["gssapi", "sspilib"] +test = ["distro (>=1.9.0,<1.10.0)", "flake8 (>=6.1,<7.0)", "flake8-pyi (>=24.1.0,<24.2.0)", "gssapi", "k5test", "mypy (>=1.8.0,<1.9.0)", "sspilib", "uvloop (>=0.15.3)"] [[package]] name = "attrs" @@ -260,19 +247,18 @@ version = "25.3.0" description = "Classes Without Boilerplate" optional = false python-versions = ">=3.8" -groups = ["dev"] files = [ {file = "attrs-25.3.0-py3-none-any.whl", hash = "sha256:427318ce031701fea540783410126f03899a97ffc6f61596ad581ac2e40e3bc3"}, {file = "attrs-25.3.0.tar.gz", hash = "sha256:75d7cefc7fb576747b2c81b4442d4d4a1ce0900973527c011d1030fd3bf4af1b"}, ] [package.extras] -benchmark = ["cloudpickle ; platform_python_implementation == \"CPython\"", "hypothesis", "mypy (>=1.11.1) ; platform_python_implementation == \"CPython\" and python_version >= \"3.10\"", "pympler", "pytest (>=4.3.0)", "pytest-codspeed", "pytest-mypy-plugins ; platform_python_implementation == \"CPython\" and python_version >= \"3.10\"", "pytest-xdist[psutil]"] -cov = ["cloudpickle ; platform_python_implementation == \"CPython\"", "coverage[toml] (>=5.3)", "hypothesis", "mypy (>=1.11.1) ; platform_python_implementation == \"CPython\" and python_version >= \"3.10\"", "pympler", "pytest (>=4.3.0)", "pytest-mypy-plugins ; platform_python_implementation == \"CPython\" and python_version >= \"3.10\"", "pytest-xdist[psutil]"] -dev = ["cloudpickle ; platform_python_implementation == \"CPython\"", "hypothesis", "mypy (>=1.11.1) ; platform_python_implementation == \"CPython\" and python_version >= \"3.10\"", "pre-commit-uv", "pympler", "pytest (>=4.3.0)", "pytest-mypy-plugins ; platform_python_implementation == \"CPython\" and python_version >= \"3.10\"", "pytest-xdist[psutil]"] +benchmark = ["cloudpickle", "hypothesis", "mypy (>=1.11.1)", "pympler", "pytest (>=4.3.0)", "pytest-codspeed", "pytest-mypy-plugins", "pytest-xdist[psutil]"] +cov = ["cloudpickle", "coverage[toml] (>=5.3)", "hypothesis", "mypy (>=1.11.1)", "pympler", "pytest (>=4.3.0)", "pytest-mypy-plugins", "pytest-xdist[psutil]"] +dev = ["cloudpickle", "hypothesis", "mypy (>=1.11.1)", "pre-commit-uv", "pympler", "pytest (>=4.3.0)", "pytest-mypy-plugins", "pytest-xdist[psutil]"] docs = ["cogapp", "furo", "myst-parser", "sphinx", "sphinx-notfound-page", "sphinxcontrib-towncrier", "towncrier"] -tests = ["cloudpickle ; platform_python_implementation == \"CPython\"", "hypothesis", "mypy (>=1.11.1) ; platform_python_implementation == \"CPython\" and python_version >= \"3.10\"", "pympler", "pytest (>=4.3.0)", "pytest-mypy-plugins ; platform_python_implementation == \"CPython\" and python_version >= \"3.10\"", "pytest-xdist[psutil]"] -tests-mypy = ["mypy (>=1.11.1) ; platform_python_implementation == \"CPython\" and python_version >= \"3.10\"", "pytest-mypy-plugins ; platform_python_implementation == \"CPython\" and python_version >= \"3.10\""] +tests = ["cloudpickle", "hypothesis", "mypy (>=1.11.1)", "pympler", "pytest (>=4.3.0)", "pytest-mypy-plugins", "pytest-xdist[psutil]"] +tests-mypy = ["mypy (>=1.11.1)", "pytest-mypy-plugins"] [[package]] name = "babel" @@ -280,25 +266,23 @@ version = "2.17.0" description = "Internationalization utilities" optional = false python-versions = ">=3.8" -groups = ["dev"] files = [ {file = "babel-2.17.0-py3-none-any.whl", hash = "sha256:4d0b53093fdfb4b21c92b5213dba5a1b23885afa8383709427046b21c366e5f2"}, {file = "babel-2.17.0.tar.gz", hash = "sha256:0c54cffb19f690cdcc52a3b50bcbf71e07a808d1c80d549f2459b9d2cf0afb9d"}, ] [package.extras] -dev = ["backports.zoneinfo ; 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Rust." optional = false python-versions = ">=3.7" -groups = ["lint"] files = [ {file = "ruff-0.1.15-py3-none-macosx_10_12_x86_64.macosx_11_0_arm64.macosx_10_12_universal2.whl", hash = "sha256:5fe8d54df166ecc24106db7dd6a68d44852d14eb0729ea4672bb4d96c320b7df"}, {file = "ruff-0.1.15-py3-none-macosx_10_12_x86_64.whl", hash = "sha256:6f0bfbb53c4b4de117ac4d6ddfd33aa5fc31beeaa21d23c45c6dd249faf9126f"}, @@ -3031,16 +3187,15 @@ version = "1.8.3" description = "Send file to trash natively under Mac OS X, Windows and Linux" optional = false python-versions = "!=3.0.*,!=3.1.*,!=3.2.*,!=3.3.*,!=3.4.*,!=3.5.*,>=2.7" -groups = ["dev"] files = [ {file = "Send2Trash-1.8.3-py3-none-any.whl", hash = "sha256:0c31227e0bd08961c7665474a3d1ef7193929fedda4233843689baa056be46c9"}, {file = "Send2Trash-1.8.3.tar.gz", hash = "sha256:b18e7a3966d99871aefeb00cfbcfdced55ce4871194810fc71f4aa484b953abf"}, ] [package.extras] -nativelib = ["pyobjc-framework-Cocoa ; sys_platform == \"darwin\"", "pywin32 ; sys_platform == \"win32\""] -objc = ["pyobjc-framework-Cocoa ; sys_platform == \"darwin\""] -win32 = ["pywin32 ; sys_platform == \"win32\""] +nativelib = ["pyobjc-framework-Cocoa", "pywin32"] +objc = ["pyobjc-framework-Cocoa"] +win32 = ["pywin32"] [[package]] name = "six" @@ -3048,7 +3203,6 @@ version = "1.17.0" description = "Python 2 and 3 compatibility utilities" optional = false python-versions = "!=3.0.*,!=3.1.*,!=3.2.*,>=2.7" -groups = ["dev"] files = [ {file = "six-1.17.0-py2.py3-none-any.whl", hash = "sha256:4721f391ed90541fddacab5acf947aa0d3dc7d27b2e1e8eda2be8970586c3274"}, {file = "six-1.17.0.tar.gz", hash = "sha256:ff70335d468e7eb6ec65b95b99d3a2836546063f63acc5171de367e834932a81"}, @@ -3060,7 +3214,6 @@ version = "1.3.1" description = "Sniff out which async library your code is running under" optional = false python-versions = ">=3.7" -groups = ["main", "dev", "test"] files = [ {file = "sniffio-1.3.1-py3-none-any.whl", hash = "sha256:2f6da418d1f1e0fddd844478f41680e794e6051915791a034ff65e5f100525a2"}, {file = "sniffio-1.3.1.tar.gz", hash = "sha256:f4324edc670a0f49750a81b895f35c3adb843cca46f0530f79fc1babb23789dc"}, @@ -3068,14 +3221,13 @@ files = [ [[package]] name = "soupsieve" -version = "2.6" +version = "2.7" description = "A modern CSS selector implementation for Beautiful Soup." optional = false python-versions = ">=3.8" -groups = ["dev"] files = [ - {file = "soupsieve-2.6-py3-none-any.whl", hash = "sha256:e72c4ff06e4fb6e4b5a9f0f55fe6e81514581fca1515028625d0f299c602ccc9"}, - {file = "soupsieve-2.6.tar.gz", hash = "sha256:e2e68417777af359ec65daac1057404a3c8a5455bb8abc36f1a9866ab1a51abb"}, + {file = "soupsieve-2.7-py3-none-any.whl", hash = "sha256:6e60cc5c1ffaf1cebcc12e8188320b72071e922c2e897f737cadce79ad5d30c4"}, + {file = "soupsieve-2.7.tar.gz", hash = "sha256:ad282f9b6926286d2ead4750552c8a6142bc4c783fd66b0293547c8fe6ae126a"}, ] [[package]] @@ -3084,7 +3236,6 @@ version = "2.0.40" description = "Database Abstraction Library" optional = false python-versions = ">=3.7" -groups = ["main"] files = [ {file = "SQLAlchemy-2.0.40-cp37-cp37m-macosx_10_9_x86_64.whl", hash = "sha256:ae9597cab738e7cc823f04a704fb754a9249f0b6695a6aeb63b74055cd417a96"}, {file = "SQLAlchemy-2.0.40-cp37-cp37m-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:37a5c21ab099a83d669ebb251fddf8f5cee4d75ea40a5a1653d9c43d60e20867"}, @@ -3180,7 +3331,6 @@ version = "0.6.3" description = "Extract data from python stack frames and tracebacks for informative displays" optional = false python-versions = "*" -groups = ["dev"] files = [ {file = "stack_data-0.6.3-py3-none-any.whl", hash = "sha256:d5558e0c25a4cb0853cddad3d77da9891a08cb85dd9f9f91b9f8cd66e511e695"}, {file = "stack_data-0.6.3.tar.gz", hash = "sha256:836a778de4fec4dcd1dcd89ed8abff8a221f58308462e1c4aa2a3cf30148f0b9"}, @@ -3200,7 +3350,6 @@ version = "4.9.1" description = "Pytest Snapshot Test Utility" optional = false python-versions = ">=3.8.1" -groups = ["test"] files = [ {file = "syrupy-4.9.1-py3-none-any.whl", hash = "sha256:b94cc12ed0e5e75b448255430af642516842a2374a46936dd2650cfb6dd20eda"}, {file = "syrupy-4.9.1.tar.gz", hash = "sha256:b7d0fcadad80a7d2f6c4c71917918e8ebe2483e8c703dfc8d49cdbb01081f9a4"}, @@ -3215,7 +3364,6 @@ version = "9.1.2" description = "Retry code until it succeeds" optional = false python-versions = ">=3.9" -groups = ["main", "test"] files = [ {file = "tenacity-9.1.2-py3-none-any.whl", hash = "sha256:f77bf36710d8b73a50b2dd155c97b870017ad21afe6ab300326b0371b3b05138"}, {file = "tenacity-9.1.2.tar.gz", hash = "sha256:1169d376c297e7de388d18b4481760d478b0e99a777cad3a9c86e556f4b697cb"}, @@ -3231,7 +3379,6 @@ version = "0.18.1" description = "Tornado websocket backend for the Xterm.js Javascript terminal emulator library." optional = false python-versions = ">=3.8" -groups = ["dev"] files = [ {file = "terminado-0.18.1-py3-none-any.whl", hash = "sha256:a4468e1b37bb318f8a86514f65814e1afc977cf29b3992a4500d9dd305dcceb0"}, {file = "terminado-0.18.1.tar.gz", hash = "sha256:de09f2c4b85de4765f7714688fff57d3e75bad1f909b589fde880460c753fd2e"}, @@ -3253,7 +3400,6 @@ version = "1.4.0" description = "A tiny CSS parser" optional = false python-versions = ">=3.8" -groups = ["dev"] files = [ {file = "tinycss2-1.4.0-py3-none-any.whl", hash = "sha256:3a49cf47b7675da0b15d0c6e1df8df4ebd96e9394bb905a5775adb0d884c5289"}, {file = "tinycss2-1.4.0.tar.gz", hash = "sha256:10c0972f6fc0fbee87c3edb76549357415e94548c1ae10ebccdea16fb404a9b7"}, @@ -3272,7 +3418,6 @@ version = "2.2.1" description = "A lil' TOML parser" optional = false python-versions = ">=3.8" -groups = ["dev", "test", "typing"] files = [ {file = "tomli-2.2.1-cp311-cp311-macosx_10_9_x86_64.whl", hash = "sha256:678e4fa69e4575eb77d103de3df8a895e1591b48e740211bd1067378c69e8249"}, {file = "tomli-2.2.1-cp311-cp311-macosx_11_0_arm64.whl", hash = "sha256:023aa114dd824ade0100497eb2318602af309e5a55595f76b626d6d9f3b7b0a6"}, @@ -3307,7 +3452,6 @@ files = [ {file = "tomli-2.2.1-py3-none-any.whl", hash = "sha256:cb55c73c5f4408779d0cf3eef9f762b9c9f147a77de7b258bef0a5628adc85cc"}, {file = "tomli-2.2.1.tar.gz", hash = "sha256:cd45e1dc79c835ce60f7404ec8119f2eb06d38b1deba146f07ced3bbc44505ff"}, ] -markers = {dev = "python_version < \"3.11\"", test = "python_full_version <= \"3.11.0a6\"", typing = "python_version < \"3.11\""} [[package]] name = "tornado" @@ -3315,7 +3459,6 @@ version = "6.4.2" description = "Tornado is a Python web framework and asynchronous networking library, originally developed at FriendFeed." optional = false python-versions = ">=3.8" -groups = ["dev"] files = [ {file = "tornado-6.4.2-cp38-abi3-macosx_10_9_universal2.whl", hash = "sha256:e828cce1123e9e44ae2a50a9de3055497ab1d0aeb440c5ac23064d9e44880da1"}, {file = "tornado-6.4.2-cp38-abi3-macosx_10_9_x86_64.whl", hash = "sha256:072ce12ada169c5b00b7d92a99ba089447ccc993ea2143c9ede887e0937aa803"}, @@ -3336,7 +3479,6 @@ version = "5.14.3" description = "Traitlets Python configuration system" optional = false python-versions = ">=3.8" -groups = ["dev"] files = [ {file = "traitlets-5.14.3-py3-none-any.whl", hash = "sha256:b74e89e397b1ed28cc831db7aea759ba6640cb3de13090ca145426688ff1ac4f"}, {file = "traitlets-5.14.3.tar.gz", hash = "sha256:9ed0579d3502c94b4b3732ac120375cda96f923114522847de4b3bb98b96b6b7"}, @@ -3352,7 +3494,6 @@ version = "2.9.0.20241206" description = "Typing stubs for python-dateutil" optional = false python-versions = ">=3.8" -groups = ["dev"] files = [ {file = "types_python_dateutil-2.9.0.20241206-py3-none-any.whl", hash = "sha256:e248a4bc70a486d3e3ec84d0dc30eec3a5f979d6e7ee4123ae043eedbb987f53"}, {file = "types_python_dateutil-2.9.0.20241206.tar.gz", hash = "sha256:18f493414c26ffba692a72369fea7a154c502646301ebfe3d56a04b3767284cb"}, @@ -3360,14 +3501,13 @@ files = [ [[package]] name = "typing-extensions" -version = "4.13.1" +version = "4.13.2" description = "Backported and Experimental Type Hints for Python 3.8+" optional = false python-versions = ">=3.8" -groups = ["main", "dev", "test", "typing"] files = [ - {file = "typing_extensions-4.13.1-py3-none-any.whl", hash = "sha256:4b6cf02909eb5495cfbc3f6e8fd49217e6cc7944e145cdda8caa3734777f9e69"}, - {file = "typing_extensions-4.13.1.tar.gz", hash = "sha256:98795af00fb9640edec5b8e31fc647597b4691f099ad75f469a2616be1a76dff"}, + {file = "typing_extensions-4.13.2-py3-none-any.whl", hash = "sha256:a439e7c04b49fec3e5d3e2beaa21755cadbbdc391694e28ccdd36ca4a1408f8c"}, + {file = "typing_extensions-4.13.2.tar.gz", hash = "sha256:e6c81219bd689f51865d9e372991c540bda33a0379d5573cddb9a3a23f7caaef"}, ] [[package]] @@ -3376,7 +3516,6 @@ version = "0.4.0" description = "Runtime typing introspection tools" optional = false python-versions = ">=3.9" -groups = ["main", "test"] files = [ {file = "typing_inspection-0.4.0-py3-none-any.whl", hash = "sha256:50e72559fcd2a6367a19f7a7e610e6afcb9fac940c650290eed893d61386832f"}, {file = "typing_inspection-0.4.0.tar.gz", hash = "sha256:9765c87de36671694a67904bf2c96e395be9c6439bb6c87b5142569dcdd65122"}, @@ -3391,8 +3530,6 @@ version = "2025.2" description = "Provider of IANA time zone data" optional = false python-versions = ">=2" -groups = ["main"] -markers = "sys_platform == \"win32\"" files = [ {file = "tzdata-2025.2-py2.py3-none-any.whl", hash = "sha256:1a403fada01ff9221ca8044d701868fa132215d84beb92242d9acd2147f667a8"}, {file = "tzdata-2025.2.tar.gz", hash = "sha256:b60a638fcc0daffadf82fe0f57e53d06bdec2f36c4df66280ae79bce6bd6f2b9"}, @@ -3404,7 +3541,6 @@ version = "1.3.0" description = "RFC 6570 URI Template Processor" optional = false python-versions = ">=3.7" -groups = ["dev"] files = [ {file = "uri-template-1.3.0.tar.gz", hash = "sha256:0e00f8eb65e18c7de20d595a14336e9f337ead580c70934141624b6d1ffdacc7"}, {file = "uri_template-1.3.0-py3-none-any.whl", hash = "sha256:a44a133ea12d44a0c0f06d7d42a52d71282e77e2f937d8abd5655b8d56fc1363"}, @@ -3415,18 +3551,17 @@ dev = ["flake8", "flake8-annotations", "flake8-bandit", "flake8-bugbear", "flake [[package]] name = "urllib3" -version = "2.3.0" +version = "2.4.0" description = "HTTP library with thread-safe connection pooling, file post, and more." optional = false python-versions = ">=3.9" -groups = ["main", "dev", "test"] files = [ - {file = "urllib3-2.3.0-py3-none-any.whl", hash = "sha256:1cee9ad369867bfdbbb48b7dd50374c0967a0bb7710050facf0dd6911440e3df"}, - {file = "urllib3-2.3.0.tar.gz", hash = "sha256:f8c5449b3cf0861679ce7e0503c7b44b5ec981bec0d1d3795a07f1ba96f0204d"}, + {file = "urllib3-2.4.0-py3-none-any.whl", hash = "sha256:4e16665048960a0900c702d4a66415956a584919c03361cac9f1df5c5dd7e813"}, + {file = "urllib3-2.4.0.tar.gz", hash = "sha256:414bc6535b787febd7567804cc015fee39daab8ad86268f1310a9250697de466"}, ] [package.extras] -brotli = ["brotli (>=1.0.9) ; platform_python_implementation == \"CPython\"", "brotlicffi (>=0.8.0) ; platform_python_implementation != \"CPython\""] +brotli = ["brotli (>=1.0.9)", "brotlicffi (>=0.8.0)"] h2 = ["h2 (>=4,<5)"] socks = ["pysocks (>=1.5.6,!=1.5.7,<2.0)"] zstd = ["zstandard (>=0.18.0)"] @@ -3437,7 +3572,6 @@ version = "0.2.13" description = "Measures the displayed width of unicode strings in a terminal" optional = false python-versions = "*" -groups = ["dev"] files = [ {file = "wcwidth-0.2.13-py2.py3-none-any.whl", hash = "sha256:3da69048e4540d84af32131829ff948f1e022c1c6bdb8d6102117aac784f6859"}, {file = "wcwidth-0.2.13.tar.gz", hash = "sha256:72ea0c06399eb286d978fdedb6923a9eb47e1c486ce63e9b4e64fc18303972b5"}, @@ -3449,7 +3583,6 @@ version = "24.11.1" description = "A library for working with the color formats defined by HTML and CSS." optional = false python-versions = ">=3.9" -groups = ["dev"] files = [ {file = "webcolors-24.11.1-py3-none-any.whl", hash = "sha256:515291393b4cdf0eb19c155749a096f779f7d909f7cceea072791cb9095b92e9"}, {file = "webcolors-24.11.1.tar.gz", hash = "sha256:ecb3d768f32202af770477b8b65f318fa4f566c22948673a977b00d589dd80f6"}, @@ -3461,7 +3594,6 @@ version = "0.5.1" description = "Character encoding aliases for legacy web content" optional = false python-versions = "*" -groups = ["dev"] files = [ {file = "webencodings-0.5.1-py2.py3-none-any.whl", hash = "sha256:a0af1213f3c2226497a97e2b3aa01a7e4bee4f403f95be16fc9acd2947514a78"}, {file = "webencodings-0.5.1.tar.gz", hash = "sha256:b36a1c245f2d304965eb4e0a82848379241dc04b865afcc4aab16748587e1923"}, @@ -3473,7 +3605,6 @@ version = "1.8.0" description = "WebSocket client for Python with low level API options" optional = false python-versions = ">=3.8" -groups = ["dev"] files = [ {file = "websocket_client-1.8.0-py3-none-any.whl", hash = "sha256:17b44cc997f5c498e809b22cdf2d9c7a9e71c02c8cc2b6c56e7c2d1239bfa526"}, {file = "websocket_client-1.8.0.tar.gz", hash = "sha256:3239df9f44da632f96012472805d40a23281a991027ce11d2f45a6f24ac4c3da"}, @@ -3490,7 +3621,6 @@ version = "0.6.2" description = "Python bindings for the Y-CRDT built from yrs (Rust)" optional = false python-versions = "*" -groups = ["dev"] files = [ {file = "y_py-0.6.2-cp310-cp310-macosx_10_7_x86_64.whl", hash = "sha256:c26bada6cd109095139237a46f50fc4308f861f0d304bc9e70acbc6c4503d158"}, {file = "y_py-0.6.2-cp310-cp310-macosx_10_9_x86_64.macosx_11_0_arm64.macosx_10_9_universal2.whl", hash = "sha256:bae1b1ad8d2b8cf938a60313f8f7461de609621c5dcae491b6e54975f76f83c5"}, @@ -3574,7 +3704,6 @@ version = "0.8.4" description = "WebSocket connector for Ypy" optional = false python-versions = ">=3.7" -groups = ["dev"] files = [ {file = "ypy_websocket-0.8.4-py3-none-any.whl", hash = "sha256:b1ba0dfcc9762f0ca168d2378062d3ca1299d39076b0f145d961359121042be5"}, {file = "ypy_websocket-0.8.4.tar.gz", hash = "sha256:43a001473f5c8abcf182f603049cf305cbc855ad8deaa9dfa0f3b5a7cea9d0ff"}, @@ -3594,19 +3723,17 @@ version = "3.21.0" description = "Backport of pathlib-compatible object wrapper for zip files" optional = false python-versions = ">=3.9" -groups = ["dev"] -markers = "python_version < \"3.10\"" files = [ {file = "zipp-3.21.0-py3-none-any.whl", hash = "sha256:ac1bbe05fd2991f160ebce24ffbac5f6d11d83dc90891255885223d42b3cd931"}, {file = "zipp-3.21.0.tar.gz", hash = "sha256:2c9958f6430a2040341a52eb608ed6dd93ef4392e02ffe219417c1b28b5dd1f4"}, ] [package.extras] -check = ["pytest-checkdocs (>=2.4)", "pytest-ruff (>=0.2.1) ; sys_platform != \"cygwin\""] +check = ["pytest-checkdocs (>=2.4)", "pytest-ruff (>=0.2.1)"] cover = ["pytest-cov"] doc = ["furo", "jaraco.packaging (>=9.3)", "jaraco.tidelift (>=1.4)", "rst.linker (>=1.9)", "sphinx (>=3.5)", "sphinx-lint"] enabler = ["pytest-enabler (>=2.2)"] -test = ["big-O", "importlib-resources ; python_version < \"3.9\"", "jaraco.functools", "jaraco.itertools", "jaraco.test", "more-itertools", "pytest (>=6,!=8.1.*)", "pytest-ignore-flaky"] +test = ["big-O", "importlib-resources", "jaraco.functools", "jaraco.itertools", "jaraco.test", "more-itertools", "pytest (>=6,!=8.1.*)", "pytest-ignore-flaky"] type = ["pytest-mypy"] [[package]] @@ -3615,7 +3742,6 @@ version = "0.23.0" description = "Zstandard bindings for Python" optional = false python-versions = ">=3.8" -groups = ["main", "test"] files = [ {file = "zstandard-0.23.0-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:bf0a05b6059c0528477fba9054d09179beb63744355cab9f38059548fedd46a9"}, {file = "zstandard-0.23.0-cp310-cp310-macosx_11_0_arm64.whl", hash = "sha256:fc9ca1c9718cb3b06634c7c8dec57d24e9438b2aa9a0f02b8bb36bf478538880"}, @@ -3723,6 +3849,6 @@ cffi = {version = ">=1.11", markers = "platform_python_implementation == \"PyPy\ cffi = ["cffi (>=1.11)"] [metadata] -lock-version = "2.1" +lock-version = "2.0" python-versions = "^3.9" -content-hash = "612ce8eb161f2a215258e4798f6adb1d9bc7ed6e9f60d505fbb4aac99a46ec9f" +content-hash = "8e344b0e791a3198ea00063375f656953fe74e65a798e7aedd3ed4e848184768" From 3dc9cc520b96609feb7e7778744c08dbc1e7b17c Mon Sep 17 00:00:00 2001 From: Disha Prakash Date: Tue, 29 Apr 2025 08:59:28 +0000 Subject: [PATCH 03/19] reformat fixes --- langchain_postgres/v2/vectorstores.py | 8 ++++---- tests/unit_tests/v2/test_pg_vectorstore.py | 4 ++-- tests/unit_tests/v2/test_pg_vectorstore_search.py | 4 ++-- 3 files changed, 8 insertions(+), 8 deletions(-) diff --git a/langchain_postgres/v2/vectorstores.py b/langchain_postgres/v2/vectorstores.py index 3ae5569..7d658a8 100644 --- a/langchain_postgres/v2/vectorstores.py +++ b/langchain_postgres/v2/vectorstores.py @@ -850,7 +850,7 @@ async def aadd_images( ) -> list[str]: """Embed images and add to the table.""" return await self._engine._run_as_async( - self._PGVectorStore__vs.aadd_images(uris, metadatas, ids, **kwargs) # type: ignore + self.__vs.aadd_images(uris, metadatas, ids, **kwargs) # type: ignore ) def add_images( @@ -862,7 +862,7 @@ def add_images( ) -> list[str]: """Embed images and add to the table.""" return self._engine._run_as_sync( - self._PGVectorStore__vs.aadd_images(uris, metadatas, ids, **kwargs) # type: ignore + self.__vs.aadd_images(uris, metadatas, ids, **kwargs) # type: ignore ) def similarity_search_image( @@ -874,7 +874,7 @@ def similarity_search_image( ) -> list[Document]: """Return docs selected by similarity search on image.""" return self._engine._run_as_sync( - self._PGVectorStore__vs.asimilarity_search_image( + self.__vs.asimilarity_search_image( image_uri, k, filter, **kwargs ) # type: ignore ) @@ -888,7 +888,7 @@ async def asimilarity_search_image( ) -> list[Document]: """Return docs selected by similarity search on image_uri.""" return await self._engine._run_as_async( - self._PGVectorStore__vs.asimilarity_search_image( + self.__vs.asimilarity_search_image( image_uri, k, filter, **kwargs ) # type: ignore ) diff --git a/tests/unit_tests/v2/test_pg_vectorstore.py b/tests/unit_tests/v2/test_pg_vectorstore.py index ee10317..918bbfa 100644 --- a/tests/unit_tests/v2/test_pg_vectorstore.py +++ b/tests/unit_tests/v2/test_pg_vectorstore.py @@ -225,7 +225,7 @@ async def test_aadd_docs(self, engine: PGEngine, vs: PGVectorStore) -> None: await aexecute(engine, f'TRUNCATE TABLE "{DEFAULT_TABLE}"') async def test_aadd_images( - self, engine_sync: PGVectorStore, image_uris: list[str] + self, engine_sync: PGEngine, image_uris: list[str] ) -> None: engine_sync.init_vectorstore_table( IMAGE_TABLE, @@ -254,7 +254,7 @@ async def test_aadd_images( await aexecute(engine_sync, f'TRUNCATE TABLE "{IMAGE_TABLE}"') async def test_add_images( - self, engine_sync: PGVectorStore, image_uris: list[str] + self, engine_sync: PGEngine, image_uris: list[str] ) -> None: engine_sync.init_vectorstore_table(IMAGE_TABLE_SYNC, VECTOR_SIZE) vs = PGVectorStore.create_sync( diff --git a/tests/unit_tests/v2/test_pg_vectorstore_search.py b/tests/unit_tests/v2/test_pg_vectorstore_search.py index 0672726..21c8f18 100644 --- a/tests/unit_tests/v2/test_pg_vectorstore_search.py +++ b/tests/unit_tests/v2/test_pg_vectorstore_search.py @@ -220,7 +220,7 @@ async def test_asimilarity_search_by_vector(self, vs: PGVectorStore) -> None: assert result[0][0] == Document(page_content="foo", id=ids[0]) assert result[0][1] == 0 - async def test_asimilarity_search_image(self, image_vs, image_uris): + async def test_asimilarity_search_image(self, image_vs: PGVectorStore, image_uris: list[str]) -> None: results = await image_vs.asimilarity_search_image(image_uris[0], k=1) assert len(results) == 1 assert results[0].metadata["image_uri"] == image_uris[0] @@ -441,7 +441,7 @@ def test_similarity_search_by_vector(self, vs_custom: PGVectorStore) -> None: assert result[0][0] == Document(page_content="foo", id=ids[0]) assert result[0][1] == 0 - def test_similarity_search_image(self, image_vs, image_uris): + def test_similarity_search_image(self, image_vs: PGVectorStore, image_uris: list[str]) -> None: results = image_vs.similarity_search_image(image_uris[0], k=1) assert len(results) == 1 assert results[0].metadata["image_uri"] == image_uris[0] From b5bb4ff1469974210f842f5ce853f15b0b23c66b Mon Sep 17 00:00:00 2001 From: Disha Prakash Date: Tue, 29 Apr 2025 09:02:23 +0000 Subject: [PATCH 04/19] format --- langchain_postgres/v2/vectorstores.py | 8 ++------ tests/unit_tests/v2/test_pg_vectorstore_search.py | 8 ++++++-- 2 files changed, 8 insertions(+), 8 deletions(-) diff --git a/langchain_postgres/v2/vectorstores.py b/langchain_postgres/v2/vectorstores.py index 7d658a8..a85f9eb 100644 --- a/langchain_postgres/v2/vectorstores.py +++ b/langchain_postgres/v2/vectorstores.py @@ -874,9 +874,7 @@ def similarity_search_image( ) -> list[Document]: """Return docs selected by similarity search on image.""" return self._engine._run_as_sync( - self.__vs.asimilarity_search_image( - image_uri, k, filter, **kwargs - ) # type: ignore + self.__vs.asimilarity_search_image(image_uri, k, filter, **kwargs) # type: ignore ) async def asimilarity_search_image( @@ -888,7 +886,5 @@ async def asimilarity_search_image( ) -> list[Document]: """Return docs selected by similarity search on image_uri.""" return await self._engine._run_as_async( - self.__vs.asimilarity_search_image( - image_uri, k, filter, **kwargs - ) # type: ignore + self.__vs.asimilarity_search_image(image_uri, k, filter, **kwargs) # type: ignore ) diff --git a/tests/unit_tests/v2/test_pg_vectorstore_search.py b/tests/unit_tests/v2/test_pg_vectorstore_search.py index 21c8f18..51d75f1 100644 --- a/tests/unit_tests/v2/test_pg_vectorstore_search.py +++ b/tests/unit_tests/v2/test_pg_vectorstore_search.py @@ -220,7 +220,9 @@ async def test_asimilarity_search_by_vector(self, vs: PGVectorStore) -> None: assert result[0][0] == Document(page_content="foo", id=ids[0]) assert result[0][1] == 0 - async def test_asimilarity_search_image(self, image_vs: PGVectorStore, image_uris: list[str]) -> None: + async def test_asimilarity_search_image( + self, image_vs: PGVectorStore, image_uris: list[str] + ) -> None: results = await image_vs.asimilarity_search_image(image_uris[0], k=1) assert len(results) == 1 assert results[0].metadata["image_uri"] == image_uris[0] @@ -441,7 +443,9 @@ def test_similarity_search_by_vector(self, vs_custom: PGVectorStore) -> None: assert result[0][0] == Document(page_content="foo", id=ids[0]) assert result[0][1] == 0 - def test_similarity_search_image(self, image_vs: PGVectorStore, image_uris: list[str]) -> None: + def test_similarity_search_image( + self, image_vs: PGVectorStore, image_uris: list[str] + ) -> None: results = image_vs.similarity_search_image(image_uris[0], k=1) assert len(results) == 1 assert results[0].metadata["image_uri"] == image_uris[0] From f9f5337ffb2f3289d61e809f2280431e4887db6f Mon Sep 17 00:00:00 2001 From: Disha Prakash Date: Tue, 29 Apr 2025 09:10:21 +0000 Subject: [PATCH 05/19] add request --- pyproject.toml | 1 + 1 file changed, 1 insertion(+) diff --git a/pyproject.toml b/pyproject.toml index 1f47a57..3c96b8e 100644 --- a/pyproject.toml +++ b/pyproject.toml @@ -20,6 +20,7 @@ pgvector = ">=0.2.5,<0.4" numpy = "^1.21" asyncpg = "^0.30.0" google-cloud-storage = ">=2.18.2, <4.0.0" +types-requests = "^2.0.0" [tool.poetry.group.docs.dependencies] From ffe8c7a350eefb80c6ca0733d9e18d79b98dd315 Mon Sep 17 00:00:00 2001 From: Disha Prakash Date: Tue, 29 Apr 2025 09:11:44 +0000 Subject: [PATCH 06/19] poetry lock --- poetry.lock | 16 +++++++++++++++- 1 file changed, 15 insertions(+), 1 deletion(-) diff --git a/poetry.lock b/poetry.lock index fd2f82a..5b20362 100644 --- a/poetry.lock +++ b/poetry.lock @@ -3499,6 +3499,20 @@ files = [ {file = "types_python_dateutil-2.9.0.20241206.tar.gz", hash = "sha256:18f493414c26ffba692a72369fea7a154c502646301ebfe3d56a04b3767284cb"}, ] +[[package]] +name = "types-requests" +version = "2.32.0.20250328" +description = "Typing stubs for requests" +optional = false +python-versions = ">=3.9" +files = [ + {file = "types_requests-2.32.0.20250328-py3-none-any.whl", hash = "sha256:72ff80f84b15eb3aa7a8e2625fffb6a93f2ad5a0c20215fc1dcfa61117bcb2a2"}, + {file = "types_requests-2.32.0.20250328.tar.gz", hash = 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"Extensible memoizing collections and decorators" -optional = false +optional = true python-versions = ">=3.7" files = [ {file = "cachetools-5.5.2-py3-none-any.whl", hash = "sha256:d26a22bcc62eb95c3beabd9f1ee5e820d3d2704fe2967cbe350e20c8ffcd3f0a"}, @@ -764,7 +764,7 @@ files = [ name = "google-api-core" version = "2.24.2" description = "Google API client core library" -optional = false +optional = true python-versions = ">=3.7" files = [ {file = "google_api_core-2.24.2-py3-none-any.whl", hash = "sha256:810a63ac95f3c441b7c0e43d344e372887f62ce9071ba972eacf32672e072de9"}, @@ -791,7 +791,7 @@ grpcio-gcp = ["grpcio-gcp (>=0.2.2,<1.0.dev0)"] name = "google-auth" version = "2.39.0" description = "Google Authentication Library" -optional = false +optional = true python-versions = ">=3.7" files = [ {file = "google_auth-2.39.0-py2.py3-none-any.whl", hash = "sha256:0150b6711e97fb9f52fe599f55648950cc4540015565d8fbb31be2ad6e1548a2"}, @@ -817,7 +817,7 @@ urllib3 = ["packaging", "urllib3"] name = "google-cloud-core" version = "2.4.3" description = "Google Cloud API client core library" -optional = false +optional = true python-versions = ">=3.7" files = [ {file = "google_cloud_core-2.4.3-py2.py3-none-any.whl", hash = "sha256:5130f9f4c14b4fafdff75c79448f9495cfade0d8775facf1b09c3bf67e027f6e"}, @@ -835,7 +835,7 @@ grpc = ["grpcio (>=1.38.0,<2.0dev)", "grpcio-status (>=1.38.0,<2.0.dev0)"] name = "google-cloud-storage" version = "3.1.0" description = "Google Cloud Storage API client library" -optional = false +optional = true python-versions = ">=3.7" files = [ {file = "google_cloud_storage-3.1.0-py2.py3-none-any.whl", hash = "sha256:eaf36966b68660a9633f03b067e4a10ce09f1377cae3ff9f2c699f69a81c66c6"}, @@ -858,7 +858,7 @@ tracing = ["opentelemetry-api (>=1.1.0)"] name = "google-crc32c" version = "1.7.1" description = "A python wrapper of the C library 'Google CRC32C'" -optional = false +optional = true python-versions = ">=3.9" files = [ {file = 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[package.dependencies] @@ -3145,7 +3149,7 @@ files = [ name = "rsa" version = "4.9.1" description = "Pure-Python RSA implementation" -optional = false +optional = true python-versions = "<4,>=3.6" files = [ {file = "rsa-4.9.1-py3-none-any.whl", hash = "sha256:68635866661c6836b8d39430f97a996acbd61bfa49406748ea243539fe239762"}, @@ -3862,7 +3866,10 @@ cffi = {version = ">=1.11", markers = "platform_python_implementation == \"PyPy\ [package.extras] cffi = ["cffi (>=1.11)"] +[extras] +gcs = ["google-cloud-storage"] + [metadata] lock-version = "2.0" python-versions = "^3.9" -content-hash = "ecd370e213bb9e63138785cc5caca24da6d0c98210fa468d0cd0802707a7a867" +content-hash = "8333c9254faa01f83ecbe1f32d9b56b65ae87c3edaae440ed348d4796346f9fd" diff --git a/pyproject.toml b/pyproject.toml index 3c96b8e..e502d04 100644 --- a/pyproject.toml +++ b/pyproject.toml @@ -19,8 +19,11 @@ sqlalchemy = "^2" pgvector = ">=0.2.5,<0.4" numpy = "^1.21" asyncpg = "^0.30.0" -google-cloud-storage = ">=2.18.2, <4.0.0" types-requests = "^2.0.0" +google-cloud-storage = { version = ">=2.18.2, <4.0.0", optional = true } + +[tool.poetry.extras] +gcs = ["google-cloud-storage"] [tool.poetry.group.docs.dependencies] From 273a57be86dc23c2d944e5d0fe768a1940827482 Mon Sep 17 00:00:00 2001 From: Disha Prakash Date: Thu, 8 May 2025 21:00:17 +0000 Subject: [PATCH 08/19] Trial mock gcs url test --- tests/unit_tests/v2/test_async_pg_vectorstore.py | 15 ++++++++++++++- 1 file changed, 14 insertions(+), 1 deletion(-) diff --git a/tests/unit_tests/v2/test_async_pg_vectorstore.py b/tests/unit_tests/v2/test_async_pg_vectorstore.py index 0492cae..fcbd7bd 100644 --- a/tests/unit_tests/v2/test_async_pg_vectorstore.py +++ b/tests/unit_tests/v2/test_async_pg_vectorstore.py @@ -1,4 +1,5 @@ import os +from unittest.mock import MagicMock, patch import uuid from typing import AsyncIterator, Sequence @@ -216,9 +217,21 @@ async def test_adelete(self, engine: PGEngine, vs: AsyncPGVectorStore) -> None: assert result == False await aexecute(engine, f'TRUNCATE TABLE "{DEFAULT_TABLE}"') + @patch('langchain_postgres.v2.async_vectorstore.storage.Client') async def test_aadd_images( - self, engine: PGEngine, image_vs: AsyncPGVectorStore, image_uris: list[str] + self, MockStorageClient: MagicMock, engine: PGEngine, image_vs: AsyncPGVectorStore, image_uris: list[str] ) -> None: + mock_blob_instance = MagicMock() + fake_image_bytes = b"fake_gcs_image_data" # Differentiated fake data + mock_blob_instance.download_as_bytes.return_value = fake_image_bytes + + mock_bucket_instance = MagicMock() + mock_bucket_instance.blob.return_value = mock_blob_instance + + mock_storage_client_instance = MagicMock() + mock_storage_client_instance.bucket.return_value = mock_bucket_instance + + MockStorageClient.return_value = mock_storage_client_instance ids = [str(uuid.uuid4()) for i in range(len(image_uris))] metadatas = [ {"image_id": str(i), "source": "postgres"} for i in range(len(image_uris)) From 3dfbad6ca42619f2572e73a7a8caff45958435da Mon Sep 17 00:00:00 2001 From: Disha Prakash Date: Thu, 8 May 2025 21:01:49 +0000 Subject: [PATCH 09/19] Linter fix --- tests/unit_tests/v2/test_async_pg_vectorstore.py | 12 ++++++++---- 1 file changed, 8 insertions(+), 4 deletions(-) diff --git a/tests/unit_tests/v2/test_async_pg_vectorstore.py b/tests/unit_tests/v2/test_async_pg_vectorstore.py index fcbd7bd..997e8f9 100644 --- a/tests/unit_tests/v2/test_async_pg_vectorstore.py +++ b/tests/unit_tests/v2/test_async_pg_vectorstore.py @@ -1,7 +1,7 @@ import os -from unittest.mock import MagicMock, patch import uuid from typing import AsyncIterator, Sequence +from unittest.mock import MagicMock, patch import pytest import pytest_asyncio @@ -217,12 +217,16 @@ async def test_adelete(self, engine: PGEngine, vs: AsyncPGVectorStore) -> None: assert result == False await aexecute(engine, f'TRUNCATE TABLE "{DEFAULT_TABLE}"') - @patch('langchain_postgres.v2.async_vectorstore.storage.Client') + @patch("langchain_postgres.v2.async_vectorstore.storage.Client") async def test_aadd_images( - self, MockStorageClient: MagicMock, engine: PGEngine, image_vs: AsyncPGVectorStore, image_uris: list[str] + self, + MockStorageClient: MagicMock, + engine: PGEngine, + image_vs: AsyncPGVectorStore, + image_uris: list[str], ) -> None: mock_blob_instance = MagicMock() - fake_image_bytes = b"fake_gcs_image_data" # Differentiated fake data + fake_image_bytes = b"fake_gcs_image_data" # Differentiated fake data mock_blob_instance.download_as_bytes.return_value = fake_image_bytes mock_bucket_instance = MagicMock() From aaa15141a950c07819bc173375397ab1bd6c1595 Mon Sep 17 00:00:00 2001 From: Disha Prakash Date: Thu, 8 May 2025 21:05:20 +0000 Subject: [PATCH 10/19] download gcs for testing --- .github/workflows/_test.yml | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/.github/workflows/_test.yml b/.github/workflows/_test.yml index 6f19ea3..90b635e 100644 --- a/.github/workflows/_test.yml +++ b/.github/workflows/_test.yml @@ -37,7 +37,7 @@ jobs: - name: Install dependencies shell: bash - run: poetry install + run: poetry install --all-extras - name: Run core tests shell: bash From 9b41ade1c3017c75e3a555e7b349844a27850830 Mon Sep 17 00:00:00 2001 From: Disha Prakash Date: Thu, 8 May 2025 21:08:55 +0000 Subject: [PATCH 11/19] download gcs for testing --- .github/workflows/_test.yml | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/.github/workflows/_test.yml b/.github/workflows/_test.yml index 90b635e..49ba4a9 100644 --- a/.github/workflows/_test.yml +++ b/.github/workflows/_test.yml @@ -37,7 +37,7 @@ jobs: - name: Install dependencies shell: bash - run: poetry install --all-extras + run: poetry install -E gcs - name: Run core tests shell: bash From cc2604405c09965eb32b3fa9597bc92bc9278061 Mon Sep 17 00:00:00 2001 From: Disha Prakash Date: Thu, 8 May 2025 21:16:04 +0000 Subject: [PATCH 12/19] Remove GCS test --- .../unit_tests/v2/test_async_pg_vectorstore.py | 17 +---------------- .../v2/test_async_pg_vectorstore_search.py | 5 ++--- tests/unit_tests/v2/test_pg_vectorstore.py | 3 +-- .../unit_tests/v2/test_pg_vectorstore_search.py | 3 +-- 4 files changed, 5 insertions(+), 23 deletions(-) diff --git a/tests/unit_tests/v2/test_async_pg_vectorstore.py b/tests/unit_tests/v2/test_async_pg_vectorstore.py index 997e8f9..40a93a4 100644 --- a/tests/unit_tests/v2/test_async_pg_vectorstore.py +++ b/tests/unit_tests/v2/test_async_pg_vectorstore.py @@ -1,7 +1,6 @@ import os import uuid from typing import AsyncIterator, Sequence -from unittest.mock import MagicMock, patch import pytest import pytest_asyncio @@ -124,14 +123,13 @@ async def image_uris(self) -> AsyncIterator[list[str]]: red_uri = str(uuid.uuid4()).replace("-", "_") + "test_image_red.jpg" green_uri = str(uuid.uuid4()).replace("-", "_") + "test_image_green.jpg" blue_uri = str(uuid.uuid4()).replace("-", "_") + "test_image_blue.jpg" - gcs_uri = "gs://github-repo/img/vision/google-cloud-next.jpeg" image = Image.new("RGB", (100, 100), color="red") image.save(red_uri) image = Image.new("RGB", (100, 100), color="green") image.save(green_uri) image = Image.new("RGB", (100, 100), color="blue") image.save(blue_uri) - image_uris = [red_uri, green_uri, blue_uri, gcs_uri] + image_uris = [red_uri, green_uri, blue_uri] yield image_uris for uri in image_uris: try: @@ -217,25 +215,12 @@ async def test_adelete(self, engine: PGEngine, vs: AsyncPGVectorStore) -> None: assert result == False await aexecute(engine, f'TRUNCATE TABLE "{DEFAULT_TABLE}"') - @patch("langchain_postgres.v2.async_vectorstore.storage.Client") async def test_aadd_images( self, - MockStorageClient: MagicMock, engine: PGEngine, image_vs: AsyncPGVectorStore, image_uris: list[str], ) -> None: - mock_blob_instance = MagicMock() - fake_image_bytes = b"fake_gcs_image_data" # Differentiated fake data - mock_blob_instance.download_as_bytes.return_value = fake_image_bytes - - mock_bucket_instance = MagicMock() - mock_bucket_instance.blob.return_value = mock_blob_instance - - mock_storage_client_instance = MagicMock() - mock_storage_client_instance.bucket.return_value = mock_bucket_instance - - MockStorageClient.return_value = mock_storage_client_instance ids = [str(uuid.uuid4()) for i in range(len(image_uris))] metadatas = [ {"image_id": str(i), "source": "postgres"} for i in range(len(image_uris)) diff --git a/tests/unit_tests/v2/test_async_pg_vectorstore_search.py b/tests/unit_tests/v2/test_async_pg_vectorstore_search.py index 50209d6..4cced65 100644 --- a/tests/unit_tests/v2/test_async_pg_vectorstore_search.py +++ b/tests/unit_tests/v2/test_async_pg_vectorstore_search.py @@ -165,14 +165,13 @@ async def image_uris(self) -> AsyncIterator[list[str]]: red_uri = str(uuid.uuid4()).replace("-", "_") + "test_image_red.jpg" green_uri = str(uuid.uuid4()).replace("-", "_") + "test_image_green.jpg" blue_uri = str(uuid.uuid4()).replace("-", "_") + "test_image_blue.jpg" - gcs_uri = "gs://github-repo/img/vision/google-cloud-next.jpeg" image = Image.new("RGB", (100, 100), color="red") image.save(red_uri) image = Image.new("RGB", (100, 100), color="green") image.save(green_uri) image = Image.new("RGB", (100, 100), color="blue") image.save(blue_uri) - image_uris = [red_uri, green_uri, blue_uri, gcs_uri] + image_uris = [red_uri, green_uri, blue_uri] yield image_uris for uri in image_uris: try: @@ -191,7 +190,7 @@ async def image_vs( table_name=IMAGE_TABLE, distance_strategy=DistanceStrategy.COSINE_DISTANCE, ) - await vs.aadd_images(image_uris, ids=ids) + await vs.aadd_images(image_uris, ids=ids[:3]) yield vs async def test_asimilarity_search_score(self, vs: AsyncPGVectorStore) -> None: diff --git a/tests/unit_tests/v2/test_pg_vectorstore.py b/tests/unit_tests/v2/test_pg_vectorstore.py index 918bbfa..ac85a56 100644 --- a/tests/unit_tests/v2/test_pg_vectorstore.py +++ b/tests/unit_tests/v2/test_pg_vectorstore.py @@ -144,14 +144,13 @@ def image_uris(self) -> Iterator[list[str]]: red_uri = str(uuid.uuid4()).replace("-", "_") + "test_image_red.jpg" green_uri = str(uuid.uuid4()).replace("-", "_") + "test_image_green.jpg" blue_uri = str(uuid.uuid4()).replace("-", "_") + "test_image_blue.jpg" - gcs_uri = "gs://github-repo/img/vision/google-cloud-next.jpeg" image = Image.new("RGB", (100, 100), color="red") image.save(red_uri) image = Image.new("RGB", (100, 100), color="green") image.save(green_uri) image = Image.new("RGB", (100, 100), color="blue") image.save(blue_uri) - image_uris = [red_uri, green_uri, blue_uri, gcs_uri] + image_uris = [red_uri, green_uri, blue_uri] yield image_uris for uri in image_uris: try: diff --git a/tests/unit_tests/v2/test_pg_vectorstore_search.py b/tests/unit_tests/v2/test_pg_vectorstore_search.py index 51d75f1..cebeb0d 100644 --- a/tests/unit_tests/v2/test_pg_vectorstore_search.py +++ b/tests/unit_tests/v2/test_pg_vectorstore_search.py @@ -175,14 +175,13 @@ async def image_uris(self) -> AsyncIterator[list[str]]: red_uri = str(uuid.uuid4()).replace("-", "_") + "test_image_red.jpg" green_uri = str(uuid.uuid4()).replace("-", "_") + "test_image_green.jpg" blue_uri = str(uuid.uuid4()).replace("-", "_") + "test_image_blue.jpg" - gcs_uri = "gs://github-repo/img/vision/google-cloud-next.jpeg" image = Image.new("RGB", (100, 100), color="red") image.save(red_uri) image = Image.new("RGB", (100, 100), color="green") image.save(green_uri) image = Image.new("RGB", (100, 100), color="blue") image.save(blue_uri) - image_uris = [red_uri, green_uri, blue_uri, gcs_uri] + image_uris = [red_uri, green_uri, blue_uri] yield image_uris for uri in image_uris: try: From d68c75c597bf70d22e2a196763bdaede99fec6cd Mon Sep 17 00:00:00 2001 From: Disha Prakash Date: Thu, 8 May 2025 21:18:25 +0000 Subject: [PATCH 13/19] remove gcs download --- .github/workflows/_test.yml | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/.github/workflows/_test.yml b/.github/workflows/_test.yml index 49ba4a9..6f19ea3 100644 --- a/.github/workflows/_test.yml +++ b/.github/workflows/_test.yml @@ -37,7 +37,7 @@ jobs: - name: Install dependencies shell: bash - run: poetry install -E gcs + run: poetry install - name: Run core tests shell: bash From 9efdac89d55f35f528bf5de3143519cb8c4d5938 Mon Sep 17 00:00:00 2001 From: Disha Prakash Date: Thu, 8 May 2025 21:28:47 +0000 Subject: [PATCH 14/19] Fix --- .github/workflows/_test.yml | 2 +- poetry.lock | 255 +++++++++++++++++++++++++++++++----- 2 files changed, 220 insertions(+), 37 deletions(-) diff --git a/.github/workflows/_test.yml b/.github/workflows/_test.yml index 6f19ea3..38b8ca1 100644 --- a/.github/workflows/_test.yml +++ b/.github/workflows/_test.yml @@ -37,7 +37,7 @@ jobs: - name: Install dependencies shell: bash - run: poetry install + run: poetry install --extras gcs - name: Run core tests shell: bash diff --git a/poetry.lock b/poetry.lock index bb09524..db76492 100644 --- a/poetry.lock +++ b/poetry.lock @@ -1,4 +1,4 @@ -# This file is automatically @generated by Poetry 1.6.1 and should not be changed by hand. +# This file is automatically @generated by Poetry 2.1.1 and should not be changed by hand. [[package]] name = "aiofiles" @@ -6,6 +6,7 @@ version = "22.1.0" description = "File support for asyncio." optional = false python-versions = ">=3.7,<4.0" +groups = ["dev"] files = [ {file = "aiofiles-22.1.0-py3-none-any.whl", hash = "sha256:1142fa8e80dbae46bb6339573ad4c8c0841358f79c6eb50a493dceca14621bad"}, {file = "aiofiles-22.1.0.tar.gz", hash = "sha256:9107f1ca0b2a5553987a94a3c9959fe5b491fdf731389aa5b7b1bd0733e32de6"}, @@ -17,6 +18,7 @@ version = "0.21.0" description = "asyncio bridge to the standard sqlite3 module" optional = false python-versions = ">=3.9" +groups = ["dev"] files = [ {file = "aiosqlite-0.21.0-py3-none-any.whl", hash = "sha256:2549cf4057f95f53dcba16f2b64e8e2791d7e1adedb13197dd8ed77bb226d7d0"}, {file = "aiosqlite-0.21.0.tar.gz", hash = "sha256:131bb8056daa3bc875608c631c678cda73922a2d4ba8aec373b19f18c17e7aa3"}, @@ -35,6 +37,7 @@ version = "0.7.0" description = "Reusable constraint types to use with typing.Annotated" optional = false python-versions = ">=3.8" +groups = ["main", "test"] files = [ {file = "annotated_types-0.7.0-py3-none-any.whl", hash = "sha256:1f02e8b43a8fbbc3f3e0d4f0f4bfc8131bcb4eebe8849b8e5c773f3a1c582a53"}, {file = "annotated_types-0.7.0.tar.gz", hash = "sha256:aff07c09a53a08bc8cfccb9c85b05f1aa9a2a6f23728d790723543408344ce89"}, @@ -46,6 +49,7 @@ version = "4.9.0" description = "High level compatibility layer for multiple asynchronous event loop implementations" optional = false python-versions = ">=3.9" +groups = ["main", "dev", "test"] files = [ {file = "anyio-4.9.0-py3-none-any.whl", hash = "sha256:9f76d541cad6e36af7beb62e978876f3b41e3e04f2c1fbf0884604c0a9c4d93c"}, {file = "anyio-4.9.0.tar.gz", hash = "sha256:673c0c244e15788651a4ff38710fea9675823028a6f08a5eda409e0c9840a028"}, @@ -59,7 +63,7 @@ typing_extensions = {version = ">=4.5", markers = "python_version < \"3.13\""} [package.extras] doc = ["Sphinx (>=8.2,<9.0)", "packaging", "sphinx-autodoc-typehints (>=1.2.0)", "sphinx_rtd_theme"] -test = ["anyio[trio]", "blockbuster (>=1.5.23)", "coverage[toml] (>=7)", "exceptiongroup (>=1.2.0)", "hypothesis (>=4.0)", "psutil (>=5.9)", "pytest (>=7.0)", "trustme", "truststore (>=0.9.1)", "uvloop (>=0.21)"] +test = ["anyio[trio]", "blockbuster (>=1.5.23)", "coverage[toml] (>=7)", "exceptiongroup (>=1.2.0)", "hypothesis (>=4.0)", "psutil (>=5.9)", "pytest (>=7.0)", "trustme", "truststore (>=0.9.1) ; python_version >= \"3.10\"", "uvloop (>=0.21) ; platform_python_implementation == \"CPython\" and platform_system != \"Windows\" and python_version < \"3.14\""] trio = ["trio (>=0.26.1)"] [[package]] @@ -68,6 +72,8 @@ version = "0.1.4" description = "Disable App Nap on macOS >= 10.9" optional = false python-versions = ">=3.6" +groups = ["dev"] +markers = "platform_system == \"Darwin\"" files = [ {file = "appnope-0.1.4-py2.py3-none-any.whl", hash = "sha256:502575ee11cd7a28c0205f379b525beefebab9d161b7c964670864014ed7213c"}, {file = "appnope-0.1.4.tar.gz", hash = "sha256:1de3860566df9caf38f01f86f65e0e13e379af54f9e4bee1e66b48f2efffd1ee"}, @@ -79,6 +85,7 @@ version = "23.1.0" description = "Argon2 for Python" optional = false python-versions = ">=3.7" +groups = ["dev"] files = [ {file = "argon2_cffi-23.1.0-py3-none-any.whl", hash = "sha256:c670642b78ba29641818ab2e68bd4e6a78ba53b7eff7b4c3815ae16abf91c7ea"}, {file = "argon2_cffi-23.1.0.tar.gz", hash = "sha256:879c3e79a2729ce768ebb7d36d4609e3a78a4ca2ec3a9f12286ca057e3d0db08"}, @@ -99,6 +106,7 @@ version = "21.2.0" description = "Low-level CFFI bindings for Argon2" optional = false python-versions = ">=3.6" +groups = ["dev"] files = [ {file = "argon2-cffi-bindings-21.2.0.tar.gz", hash = "sha256:bb89ceffa6c791807d1305ceb77dbfacc5aa499891d2c55661c6459651fc39e3"}, {file = "argon2_cffi_bindings-21.2.0-cp36-abi3-macosx_10_9_x86_64.whl", hash = "sha256:ccb949252cb2ab3a08c02024acb77cfb179492d5701c7cbdbfd776124d4d2367"}, @@ -136,6 +144,7 @@ version = "1.3.0" description = "Better dates & times for Python" optional = false python-versions = ">=3.8" +groups = ["dev"] files = [ {file = "arrow-1.3.0-py3-none-any.whl", hash = "sha256:c728b120ebc00eb84e01882a6f5e7927a53960aa990ce7dd2b10f39005a67f80"}, {file = "arrow-1.3.0.tar.gz", hash = "sha256:d4540617648cb5f895730f1ad8c82a65f2dad0166f57b75f3ca54759c4d67a85"}, @@ -155,6 +164,7 @@ version = "3.0.0" description = "Annotate AST trees with source code positions" optional = false python-versions = ">=3.8" +groups = ["dev"] files = [ {file = "asttokens-3.0.0-py3-none-any.whl", hash = "sha256:e3078351a059199dd5138cb1c706e6430c05eff2ff136af5eb4790f9d28932e2"}, {file = "asttokens-3.0.0.tar.gz", hash = "sha256:0dcd8baa8d62b0c1d118b399b2ddba3c4aff271d0d7a9e0d4c1681c79035bbc7"}, @@ -170,6 +180,8 @@ version = "5.0.1" description = "Timeout context manager for asyncio programs" optional = false python-versions = ">=3.8" +groups = ["main"] +markers = "python_version < \"3.11.0\"" files = [ {file = "async_timeout-5.0.1-py3-none-any.whl", hash = "sha256:39e3809566ff85354557ec2398b55e096c8364bacac9405a7a1fa429e77fe76c"}, {file = "async_timeout-5.0.1.tar.gz", hash = "sha256:d9321a7a3d5a6a5e187e824d2fa0793ce379a202935782d555d6e9d2735677d3"}, @@ -181,6 +193,7 @@ version = "0.30.0" description = "An asyncio PostgreSQL driver" optional = false python-versions = ">=3.8.0" +groups = ["main"] files = [ {file = "asyncpg-0.30.0-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:bfb4dd5ae0699bad2b233672c8fc5ccbd9ad24b89afded02341786887e37927e"}, {file = "asyncpg-0.30.0-cp310-cp310-macosx_11_0_arm64.whl", hash = "sha256:dc1f62c792752a49f88b7e6f774c26077091b44caceb1983509edc18a2222ec0"}, @@ -238,8 +251,8 @@ async-timeout = {version = ">=4.0.3", markers = "python_version < \"3.11.0\""} [package.extras] docs = ["Sphinx (>=8.1.3,<8.2.0)", "sphinx-rtd-theme (>=1.2.2)"] -gssauth = ["gssapi", "sspilib"] -test = ["distro (>=1.9.0,<1.10.0)", "flake8 (>=6.1,<7.0)", "flake8-pyi (>=24.1.0,<24.2.0)", "gssapi", "k5test", "mypy (>=1.8.0,<1.9.0)", "sspilib", "uvloop (>=0.15.3)"] +gssauth = ["gssapi ; platform_system != \"Windows\"", "sspilib ; platform_system == \"Windows\""] +test = ["distro (>=1.9.0,<1.10.0)", "flake8 (>=6.1,<7.0)", "flake8-pyi (>=24.1.0,<24.2.0)", "gssapi ; platform_system == \"Linux\"", "k5test ; platform_system == \"Linux\"", "mypy (>=1.8.0,<1.9.0)", "sspilib ; platform_system == \"Windows\"", "uvloop (>=0.15.3) ; platform_system != \"Windows\" and python_version < \"3.14.0\""] [[package]] name = "attrs" @@ -247,18 +260,19 @@ version = "25.3.0" description = "Classes Without Boilerplate" optional = false python-versions = ">=3.8" +groups = ["dev"] files = [ {file = "attrs-25.3.0-py3-none-any.whl", hash = "sha256:427318ce031701fea540783410126f03899a97ffc6f61596ad581ac2e40e3bc3"}, {file = "attrs-25.3.0.tar.gz", hash = "sha256:75d7cefc7fb576747b2c81b4442d4d4a1ce0900973527c011d1030fd3bf4af1b"}, ] [package.extras] -benchmark = ["cloudpickle", "hypothesis", "mypy (>=1.11.1)", "pympler", "pytest (>=4.3.0)", "pytest-codspeed", "pytest-mypy-plugins", "pytest-xdist[psutil]"] -cov = ["cloudpickle", "coverage[toml] (>=5.3)", "hypothesis", "mypy (>=1.11.1)", "pympler", "pytest (>=4.3.0)", "pytest-mypy-plugins", "pytest-xdist[psutil]"] -dev = ["cloudpickle", "hypothesis", "mypy (>=1.11.1)", "pre-commit-uv", "pympler", "pytest (>=4.3.0)", "pytest-mypy-plugins", "pytest-xdist[psutil]"] +benchmark = ["cloudpickle ; platform_python_implementation == \"CPython\"", "hypothesis", "mypy (>=1.11.1) ; platform_python_implementation == \"CPython\" and python_version >= \"3.10\"", "pympler", "pytest (>=4.3.0)", "pytest-codspeed", "pytest-mypy-plugins ; platform_python_implementation == \"CPython\" and python_version >= \"3.10\"", "pytest-xdist[psutil]"] +cov = ["cloudpickle ; platform_python_implementation == \"CPython\"", "coverage[toml] (>=5.3)", "hypothesis", "mypy (>=1.11.1) ; platform_python_implementation == \"CPython\" and python_version >= \"3.10\"", "pympler", "pytest (>=4.3.0)", "pytest-mypy-plugins ; platform_python_implementation == \"CPython\" and python_version >= \"3.10\"", "pytest-xdist[psutil]"] +dev = ["cloudpickle ; platform_python_implementation == \"CPython\"", "hypothesis", "mypy (>=1.11.1) ; platform_python_implementation == \"CPython\" and python_version >= \"3.10\"", "pre-commit-uv", "pympler", "pytest (>=4.3.0)", "pytest-mypy-plugins ; platform_python_implementation == \"CPython\" and python_version >= \"3.10\"", "pytest-xdist[psutil]"] docs = ["cogapp", "furo", "myst-parser", "sphinx", "sphinx-notfound-page", "sphinxcontrib-towncrier", "towncrier"] -tests = ["cloudpickle", "hypothesis", "mypy (>=1.11.1)", "pympler", "pytest (>=4.3.0)", "pytest-mypy-plugins", "pytest-xdist[psutil]"] -tests-mypy = ["mypy (>=1.11.1)", "pytest-mypy-plugins"] +tests = ["cloudpickle ; platform_python_implementation == \"CPython\"", "hypothesis", "mypy (>=1.11.1) ; platform_python_implementation == \"CPython\" and python_version >= \"3.10\"", "pympler", "pytest (>=4.3.0)", "pytest-mypy-plugins ; platform_python_implementation == \"CPython\" and python_version >= \"3.10\"", "pytest-xdist[psutil]"] +tests-mypy = ["mypy (>=1.11.1) ; platform_python_implementation == \"CPython\" and python_version >= \"3.10\"", "pytest-mypy-plugins ; platform_python_implementation == \"CPython\" and python_version >= \"3.10\""] [[package]] name = "babel" @@ -266,13 +280,14 @@ version = "2.17.0" description = "Internationalization utilities" optional = false python-versions = ">=3.8" +groups = ["dev"] files = [ {file = "babel-2.17.0-py3-none-any.whl", hash = "sha256:4d0b53093fdfb4b21c92b5213dba5a1b23885afa8383709427046b21c366e5f2"}, {file = "babel-2.17.0.tar.gz", hash = "sha256:0c54cffb19f690cdcc52a3b50bcbf71e07a808d1c80d549f2459b9d2cf0afb9d"}, ] [package.extras] -dev = ["backports.zoneinfo", "freezegun (>=1.0,<2.0)", "jinja2 (>=3.0)", "pytest (>=6.0)", "pytest-cov", "pytz", "setuptools", "tzdata"] +dev = ["backports.zoneinfo ; python_version < \"3.9\"", "freezegun (>=1.0,<2.0)", "jinja2 (>=3.0)", "pytest (>=6.0)", "pytest-cov", "pytz", "setuptools", "tzdata ; sys_platform == \"win32\""] [[package]] name = "beautifulsoup4" @@ -280,6 +295,7 @@ version = "4.13.4" description = "Screen-scraping library" optional = false python-versions = ">=3.7.0" +groups = ["dev"] files = [ {file = "beautifulsoup4-4.13.4-py3-none-any.whl", hash = "sha256:9bbbb14bfde9d79f38b8cd5f8c7c85f4b8f2523190ebed90e950a8dea4cb1c4b"}, {file = "beautifulsoup4-4.13.4.tar.gz", hash = "sha256:dbb3c4e1ceae6aefebdaf2423247260cd062430a410e38c66f2baa50a8437195"}, @@ -302,6 +318,7 @@ version = "6.2.0" description = "An easy safelist-based HTML-sanitizing tool." optional = false python-versions = ">=3.9" +groups = ["dev"] files = [ {file = "bleach-6.2.0-py3-none-any.whl", hash = "sha256:117d9c6097a7c3d22fd578fcd8d35ff1e125df6736f554da4e432fdd63f31e5e"}, {file = "bleach-6.2.0.tar.gz", hash = "sha256:123e894118b8a599fd80d3ec1a6d4cc7ce4e5882b1317a7e1ba69b56e95f991f"}, @@ -320,6 +337,8 @@ version = "5.5.2" description = "Extensible memoizing collections and decorators" optional = true python-versions = ">=3.7" +groups = ["main"] +markers = "extra == \"gcs\"" files = [ {file = "cachetools-5.5.2-py3-none-any.whl", hash = "sha256:d26a22bcc62eb95c3beabd9f1ee5e820d3d2704fe2967cbe350e20c8ffcd3f0a"}, {file = "cachetools-5.5.2.tar.gz", hash = "sha256:1a661caa9175d26759571b2e19580f9d6393969e5dfca11fdb1f947a23e640d4"}, @@ -331,6 +350,7 @@ version = "2025.4.26" description = "Python package for providing Mozilla's CA Bundle." optional = false python-versions = ">=3.6" +groups = ["main", "dev", "test"] files = [ {file = "certifi-2025.4.26-py3-none-any.whl", hash = "sha256:30350364dfe371162649852c63336a15c70c6510c2ad5015b21c2345311805f3"}, {file = "certifi-2025.4.26.tar.gz", hash = "sha256:0a816057ea3cdefcef70270d2c515e4506bbc954f417fa5ade2021213bb8f0c6"}, @@ -342,6 +362,7 @@ version = "1.17.1" description = "Foreign Function Interface for Python calling C code." optional = false python-versions = ">=3.8" +groups = ["main", "dev", "test"] files = [ {file = "cffi-1.17.1-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:df8b1c11f177bc2313ec4b2d46baec87a5f3e71fc8b45dab2ee7cae86d9aba14"}, {file = "cffi-1.17.1-cp310-cp310-macosx_11_0_arm64.whl", hash = "sha256:8f2cdc858323644ab277e9bb925ad72ae0e67f69e804f4898c070998d50b1a67"}, @@ -411,6 +432,7 @@ files = [ {file = "cffi-1.17.1-cp39-cp39-win_amd64.whl", hash = "sha256:d016c76bdd850f3c626af19b0542c9677ba156e4ee4fccfdd7848803533ef662"}, {file = "cffi-1.17.1.tar.gz", hash = "sha256:1c39c6016c32bc48dd54561950ebd6836e1670f2ae46128f67cf49e789c52824"}, ] +markers = {main = "platform_python_implementation == \"PyPy\"", test = "platform_python_implementation == \"PyPy\""} [package.dependencies] pycparser = "*" @@ -421,6 +443,7 @@ version = "3.4.1" description = "The Real First Universal Charset Detector. Open, modern and actively maintained alternative to Chardet." optional = false python-versions = ">=3.7" +groups = ["main", "dev", "test"] files = [ {file = "charset_normalizer-3.4.1-cp310-cp310-macosx_10_9_universal2.whl", hash = "sha256:91b36a978b5ae0ee86c394f5a54d6ef44db1de0815eb43de826d41d21e4af3de"}, {file = "charset_normalizer-3.4.1-cp310-cp310-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:7461baadb4dc00fd9e0acbe254e3d7d2112e7f92ced2adc96e54ef6501c5f176"}, @@ -522,6 +545,7 @@ version = "2.4.1" description = "Fix common misspellings in text files" optional = false python-versions = ">=3.8" +groups = ["codespell"] files = [ {file = "codespell-2.4.1-py3-none-any.whl", hash = "sha256:3dadafa67df7e4a3dbf51e0d7315061b80d265f9552ebd699b3dd6834b47e425"}, {file = "codespell-2.4.1.tar.gz", hash = "sha256:299fcdcb09d23e81e35a671bbe746d5ad7e8385972e65dbb833a2eaac33c01e5"}, @@ -530,7 +554,7 @@ files = [ [package.extras] dev = ["Pygments", "build", "chardet", "pre-commit", "pytest", "pytest-cov", "pytest-dependency", "ruff", "tomli", "twine"] hard-encoding-detection = ["chardet"] -toml = ["tomli"] +toml = ["tomli ; python_version < \"3.11\""] types = ["chardet (>=5.1.0)", "mypy", "pytest", "pytest-cov", "pytest-dependency"] [[package]] @@ -539,6 +563,8 @@ version = "0.4.6" description = "Cross-platform colored terminal text." optional = false python-versions = "!=3.0.*,!=3.1.*,!=3.2.*,!=3.3.*,!=3.4.*,!=3.5.*,!=3.6.*,>=2.7" +groups = ["dev", "test"] +markers = "sys_platform == \"win32\"" files = [ {file = "colorama-0.4.6-py2.py3-none-any.whl", hash = "sha256:4f1d9991f5acc0ca119f9d443620b77f9d6b33703e51011c16baf57afb285fc6"}, {file = "colorama-0.4.6.tar.gz", hash = "sha256:08695f5cb7ed6e0531a20572697297273c47b8cae5a63ffc6d6ed5c201be6e44"}, @@ -550,6 +576,7 @@ version = "0.2.2" description = "Jupyter Python Comm implementation, for usage in ipykernel, xeus-python etc." optional = false python-versions = ">=3.8" +groups = ["dev"] files = [ {file = "comm-0.2.2-py3-none-any.whl", hash = "sha256:e6fb86cb70ff661ee8c9c14e7d36d6de3b4066f1441be4063df9c5009f0a64d3"}, {file = "comm-0.2.2.tar.gz", hash = "sha256:3fd7a84065306e07bea1773df6eb8282de51ba82f77c72f9c85716ab11fe980e"}, @@ -567,6 +594,7 @@ version = "7.8.0" description = "Code coverage measurement for Python" optional = false python-versions = ">=3.9" +groups = ["test"] files = [ {file = "coverage-7.8.0-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:2931f66991175369859b5fd58529cd4b73582461877ecfd859b6549869287ffe"}, {file = "coverage-7.8.0-cp310-cp310-macosx_11_0_arm64.whl", hash = "sha256:52a523153c568d2c0ef8826f6cc23031dc86cffb8c6aeab92c4ff776e7951b28"}, @@ -637,7 +665,7 @@ files = [ tomli = {version = "*", optional = true, markers = "python_full_version <= \"3.11.0a6\" and extra == \"toml\""} [package.extras] -toml = ["tomli"] +toml = ["tomli ; python_full_version <= \"3.11.0a6\""] [[package]] name = "debugpy" @@ -645,6 +673,7 @@ version = "1.8.14" description = "An implementation of the Debug Adapter Protocol for Python" optional = false python-versions = ">=3.8" +groups = ["dev"] files = [ {file = "debugpy-1.8.14-cp310-cp310-macosx_14_0_x86_64.whl", hash = "sha256:93fee753097e85623cab1c0e6a68c76308cd9f13ffdf44127e6fab4fbf024339"}, {file = "debugpy-1.8.14-cp310-cp310-manylinux_2_5_x86_64.manylinux1_x86_64.manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:3d937d93ae4fa51cdc94d3e865f535f185d5f9748efb41d0d49e33bf3365bd79"}, @@ -680,6 +709,7 @@ version = "5.2.1" description = "Decorators for Humans" optional = false python-versions = ">=3.8" +groups = ["dev"] files = [ {file = "decorator-5.2.1-py3-none-any.whl", hash = "sha256:d316bb415a2d9e2d2b3abcc4084c6502fc09240e292cd76a76afc106a1c8e04a"}, {file = "decorator-5.2.1.tar.gz", hash = "sha256:65f266143752f734b0a7cc83c46f4618af75b8c5911b00ccb61d0ac9b6da0360"}, @@ -691,6 +721,7 @@ version = "0.7.1" description = "XML bomb protection for Python stdlib modules" optional = false python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*, !=3.4.*" +groups = ["dev"] files = [ {file = "defusedxml-0.7.1-py2.py3-none-any.whl", hash = "sha256:a352e7e428770286cc899e2542b6cdaedb2b4953ff269a210103ec58f6198a61"}, {file = "defusedxml-0.7.1.tar.gz", hash = "sha256:1bb3032db185915b62d7c6209c5a8792be6a32ab2fedacc84e01b52c51aa3e69"}, @@ -702,6 +733,7 @@ version = "0.4" description = "Discover and load entry points from installed packages." optional = false python-versions = ">=3.6" +groups = ["dev"] files = [ {file = "entrypoints-0.4-py3-none-any.whl", hash = "sha256:f174b5ff827504fd3cd97cc3f8649f3693f51538c7e4bdf3ef002c8429d42f9f"}, {file = "entrypoints-0.4.tar.gz", hash = "sha256:b706eddaa9218a19ebcd67b56818f05bb27589b1ca9e8d797b74affad4ccacd4"}, @@ -713,6 +745,8 @@ version = "1.2.2" description = "Backport of PEP 654 (exception groups)" optional = false python-versions = ">=3.7" +groups = ["main", "dev", "test"] +markers = "python_version < \"3.11\"" files = [ {file = "exceptiongroup-1.2.2-py3-none-any.whl", hash = "sha256:3111b9d131c238bec2f8f516e123e14ba243563fb135d3fe885990585aa7795b"}, {file = "exceptiongroup-1.2.2.tar.gz", hash = "sha256:47c2edf7c6738fafb49fd34290706d1a1a2f4d1c6df275526b62cbb4aa5393cc"}, @@ -727,13 +761,14 @@ version = "2.2.0" description = "Get the currently executing AST node of a frame, and other information" optional = false python-versions = ">=3.8" +groups = ["dev"] files = [ {file = "executing-2.2.0-py2.py3-none-any.whl", hash = "sha256:11387150cad388d62750327a53d3339fad4888b39a6fe233c3afbb54ecffd3aa"}, {file = "executing-2.2.0.tar.gz", hash = "sha256:5d108c028108fe2551d1a7b2e8b713341e2cb4fc0aa7dcf966fa4327a5226755"}, ] [package.extras] -tests = ["asttokens (>=2.1.0)", "coverage", "coverage-enable-subprocess", "ipython", "littleutils", "pytest", "rich"] +tests = ["asttokens (>=2.1.0)", "coverage", "coverage-enable-subprocess", "ipython", "littleutils", "pytest", "rich ; python_version >= \"3.11\""] [[package]] name = "fastjsonschema" @@ -741,6 +776,7 @@ version = "2.21.1" description = "Fastest Python implementation of JSON schema" optional = false python-versions = "*" +groups = ["dev"] files = [ {file = "fastjsonschema-2.21.1-py3-none-any.whl", hash = "sha256:c9e5b7e908310918cf494a434eeb31384dd84a98b57a30bcb1f535015b554667"}, {file = "fastjsonschema-2.21.1.tar.gz", hash = "sha256:794d4f0a58f848961ba16af7b9c85a3e88cd360df008c59aac6fc5ae9323b5d4"}, @@ -755,6 +791,7 @@ version = "1.5.1" description = "Validates fully-qualified domain names against RFC 1123, so that they are acceptable to modern bowsers" optional = false python-versions = ">=2.7, !=3.0, !=3.1, !=3.2, !=3.3, !=3.4, <4" +groups = ["dev"] files = [ {file = "fqdn-1.5.1-py3-none-any.whl", hash = "sha256:3a179af3761e4df6eb2e026ff9e1a3033d3587bf980a0b1b2e1e5d08d7358014"}, {file = "fqdn-1.5.1.tar.gz", hash = "sha256:105ed3677e767fb5ca086a0c1f4bb66ebc3c100be518f0e0d755d9eae164d89f"}, @@ -766,6 +803,8 @@ version = "2.24.2" description = "Google API client core library" optional = true python-versions = ">=3.7" +groups = ["main"] +markers = "extra == \"gcs\"" files = [ {file = "google_api_core-2.24.2-py3-none-any.whl", hash = "sha256:810a63ac95f3c441b7c0e43d344e372887f62ce9071ba972eacf32672e072de9"}, {file = "google_api_core-2.24.2.tar.gz", hash = "sha256:81718493daf06d96d6bc76a91c23874dbf2fac0adbbf542831b805ee6e974696"}, @@ -775,7 +814,7 @@ files = [ google-auth = ">=2.14.1,<3.0.0" googleapis-common-protos = ">=1.56.2,<2.0.0" proto-plus = [ - {version = ">=1.22.3,<2.0.0", markers = "python_version < \"3.13\""}, + {version = ">=1.22.3,<2.0.0"}, {version = ">=1.25.0,<2.0.0", markers = "python_version >= \"3.13\""}, ] protobuf = ">=3.19.5,<3.20.0 || >3.20.0,<3.20.1 || >3.20.1,<4.21.0 || >4.21.0,<4.21.1 || >4.21.1,<4.21.2 || >4.21.2,<4.21.3 || >4.21.3,<4.21.4 || >4.21.4,<4.21.5 || >4.21.5,<7.0.0" @@ -783,7 +822,7 @@ requests = ">=2.18.0,<3.0.0" [package.extras] async-rest = ["google-auth[aiohttp] (>=2.35.0,<3.0.dev0)"] -grpc = ["grpcio (>=1.33.2,<2.0dev)", "grpcio (>=1.49.1,<2.0dev)", "grpcio-status (>=1.33.2,<2.0.dev0)", "grpcio-status (>=1.49.1,<2.0.dev0)"] +grpc = ["grpcio (>=1.33.2,<2.0dev)", "grpcio (>=1.49.1,<2.0dev) ; python_version >= \"3.11\"", "grpcio-status (>=1.33.2,<2.0.dev0)", "grpcio-status (>=1.49.1,<2.0.dev0) ; python_version >= \"3.11\""] grpcgcp = ["grpcio-gcp (>=0.2.2,<1.0.dev0)"] grpcio-gcp = ["grpcio-gcp (>=0.2.2,<1.0.dev0)"] @@ -793,6 +832,8 @@ version = "2.39.0" description = "Google Authentication Library" optional = true python-versions = ">=3.7" +groups = ["main"] +markers = "extra == \"gcs\"" files = [ {file = "google_auth-2.39.0-py2.py3-none-any.whl", hash = "sha256:0150b6711e97fb9f52fe599f55648950cc4540015565d8fbb31be2ad6e1548a2"}, {file = "google_auth-2.39.0.tar.gz", hash = "sha256:73222d43cdc35a3aeacbfdcaf73142a97839f10de930550d89ebfe1d0a00cde7"}, @@ -806,11 +847,11 @@ rsa = ">=3.1.4,<5" [package.extras] aiohttp = ["aiohttp (>=3.6.2,<4.0.0)", "requests (>=2.20.0,<3.0.0)"] enterprise-cert = ["cryptography", "pyopenssl"] -pyjwt = ["cryptography (<39.0.0)", "cryptography (>=38.0.3)", "pyjwt (>=2.0)"] -pyopenssl = ["cryptography (<39.0.0)", "cryptography (>=38.0.3)", "pyopenssl (>=20.0.0)"] +pyjwt = ["cryptography (<39.0.0) ; python_version < \"3.8\"", "cryptography (>=38.0.3)", "pyjwt (>=2.0)"] +pyopenssl = ["cryptography (<39.0.0) ; python_version < \"3.8\"", "cryptography (>=38.0.3)", "pyopenssl (>=20.0.0)"] reauth = ["pyu2f (>=0.1.5)"] requests = ["requests (>=2.20.0,<3.0.0)"] -testing = ["aiohttp (<3.10.0)", "aiohttp (>=3.6.2,<4.0.0)", "aioresponses", "cryptography (<39.0.0)", "cryptography (>=38.0.3)", "flask", "freezegun", "grpcio", "mock", "oauth2client", "packaging", "pyjwt (>=2.0)", "pyopenssl (<24.3.0)", "pyopenssl (>=20.0.0)", "pytest", "pytest-asyncio", "pytest-cov", "pytest-localserver", "pyu2f (>=0.1.5)", "requests (>=2.20.0,<3.0.0)", "responses", "urllib3"] +testing = ["aiohttp (<3.10.0)", "aiohttp (>=3.6.2,<4.0.0)", "aioresponses", "cryptography (<39.0.0) ; python_version < \"3.8\"", "cryptography (>=38.0.3)", "flask", "freezegun", "grpcio", "mock", "oauth2client", "packaging", "pyjwt (>=2.0)", "pyopenssl (<24.3.0)", "pyopenssl (>=20.0.0)", "pytest", "pytest-asyncio", "pytest-cov", "pytest-localserver", "pyu2f (>=0.1.5)", "requests (>=2.20.0,<3.0.0)", "responses", "urllib3"] urllib3 = ["packaging", "urllib3"] [[package]] @@ -819,6 +860,8 @@ version = "2.4.3" description = "Google Cloud API client core library" optional = true python-versions = ">=3.7" +groups = ["main"] +markers = "extra == \"gcs\"" files = [ {file = "google_cloud_core-2.4.3-py2.py3-none-any.whl", hash = "sha256:5130f9f4c14b4fafdff75c79448f9495cfade0d8775facf1b09c3bf67e027f6e"}, {file = "google_cloud_core-2.4.3.tar.gz", hash = "sha256:1fab62d7102844b278fe6dead3af32408b1df3eb06f5c7e8634cbd40edc4da53"}, @@ -837,6 +880,8 @@ version = "3.1.0" description = "Google Cloud Storage API client library" optional = true python-versions = ">=3.7" +groups = ["main"] +markers = "extra == \"gcs\"" files = [ {file = "google_cloud_storage-3.1.0-py2.py3-none-any.whl", hash = "sha256:eaf36966b68660a9633f03b067e4a10ce09f1377cae3ff9f2c699f69a81c66c6"}, {file = "google_cloud_storage-3.1.0.tar.gz", hash = "sha256:944273179897c7c8a07ee15f2e6466a02da0c7c4b9ecceac2a26017cb2972049"}, @@ -860,6 +905,8 @@ version = "1.7.1" description = "A python wrapper of the C library 'Google CRC32C'" optional = true python-versions = ">=3.9" +groups = ["main"] +markers = "extra == \"gcs\"" files = [ {file = "google_crc32c-1.7.1-cp310-cp310-macosx_12_0_arm64.whl", hash = "sha256:b07d48faf8292b4db7c3d64ab86f950c2e94e93a11fd47271c28ba458e4a0d76"}, {file = "google_crc32c-1.7.1-cp310-cp310-macosx_12_0_x86_64.whl", hash = "sha256:7cc81b3a2fbd932a4313eb53cc7d9dde424088ca3a0337160f35d91826880c1d"}, @@ -906,6 +953,8 @@ version = "2.7.2" description = "Utilities for Google Media Downloads and Resumable Uploads" optional = true python-versions = ">=3.7" +groups = ["main"] +markers = "extra == \"gcs\"" files = [ {file = "google_resumable_media-2.7.2-py2.py3-none-any.whl", hash = "sha256:3ce7551e9fe6d99e9a126101d2536612bb73486721951e9562fee0f90c6ababa"}, {file = "google_resumable_media-2.7.2.tar.gz", hash = "sha256:5280aed4629f2b60b847b0d42f9857fd4935c11af266744df33d8074cae92fe0"}, @@ -924,6 +973,8 @@ version = "1.70.0" description = "Common protobufs used in Google APIs" optional = true python-versions = ">=3.7" +groups = ["main"] +markers = "extra == \"gcs\"" files = [ {file = "googleapis_common_protos-1.70.0-py3-none-any.whl", hash = "sha256:b8bfcca8c25a2bb253e0e0b0adaf8c00773e5e6af6fd92397576680b807e0fd8"}, {file = "googleapis_common_protos-1.70.0.tar.gz", hash = "sha256:0e1b44e0ea153e6594f9f394fef15193a68aaaea2d843f83e2742717ca753257"}, @@ -941,6 +992,7 @@ version = "3.2.1" description = "Lightweight in-process concurrent programming" optional = false python-versions = ">=3.9" +groups = ["main", "test"] files = [ {file = "greenlet-3.2.1-cp310-cp310-macosx_11_0_universal2.whl", hash = "sha256:777c1281aa7c786738683e302db0f55eb4b0077c20f1dc53db8852ffaea0a6b0"}, {file = "greenlet-3.2.1-cp310-cp310-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:3059c6f286b53ea4711745146ffe5a5c5ff801f62f6c56949446e0f6461f8157"}, @@ -1009,6 +1061,7 @@ version = "0.16.0" description = "A pure-Python, bring-your-own-I/O implementation of HTTP/1.1" optional = false python-versions = ">=3.8" +groups = ["main", "test"] files = [ {file = "h11-0.16.0-py3-none-any.whl", hash = "sha256:63cf8bbe7522de3bf65932fda1d9c2772064ffb3dae62d55932da54b31cb6c86"}, {file = "h11-0.16.0.tar.gz", hash = "sha256:4e35b956cf45792e4caa5885e69fba00bdbc6ffafbfa020300e549b208ee5ff1"}, @@ -1020,6 +1073,7 @@ version = "1.0.9" description = "A minimal low-level HTTP client." optional = false python-versions = ">=3.8" +groups = ["main", "test"] files = [ {file = "httpcore-1.0.9-py3-none-any.whl", hash = "sha256:2d400746a40668fc9dec9810239072b40b4484b640a8c38fd654a024c7a1bf55"}, {file = "httpcore-1.0.9.tar.gz", hash = "sha256:6e34463af53fd2ab5d807f399a9b45ea31c3dfa2276f15a2c3f00afff6e176e8"}, @@ -1041,6 +1095,7 @@ version = "0.28.1" description = "The next generation HTTP client." optional = false python-versions = ">=3.8" +groups = ["main", "test"] files = [ {file = "httpx-0.28.1-py3-none-any.whl", hash = "sha256:d909fcccc110f8c7faf814ca82a9a4d816bc5a6dbfea25d6591d6985b8ba59ad"}, {file = "httpx-0.28.1.tar.gz", hash = "sha256:75e98c5f16b0f35b567856f597f06ff2270a374470a5c2392242528e3e3e42fc"}, @@ -1053,7 +1108,7 @@ httpcore = "==1.*" idna = "*" [package.extras] -brotli = ["brotli", "brotlicffi"] +brotli = ["brotli ; platform_python_implementation == \"CPython\"", "brotlicffi ; platform_python_implementation != \"CPython\""] cli = ["click (==8.*)", "pygments (==2.*)", "rich (>=10,<14)"] http2 = ["h2 (>=3,<5)"] socks = ["socksio (==1.*)"] @@ -1065,6 +1120,7 @@ version = "3.10" description = "Internationalized Domain Names in Applications (IDNA)" optional = false python-versions = ">=3.6" +groups = ["main", "dev", "test"] files = [ {file = "idna-3.10-py3-none-any.whl", hash = "sha256:946d195a0d259cbba61165e88e65941f16e9b36ea6ddb97f00452bae8b1287d3"}, {file = "idna-3.10.tar.gz", hash = "sha256:12f65c9b470abda6dc35cf8e63cc574b1c52b11df2c86030af0ac09b01b13ea9"}, @@ -1079,6 +1135,8 @@ version = "8.7.0" description = "Read metadata from Python packages" optional = false python-versions = ">=3.9" +groups = ["dev"] +markers = "python_version < \"3.10\"" files = [ {file = "importlib_metadata-8.7.0-py3-none-any.whl", hash = "sha256:e5dd1551894c77868a30651cef00984d50e1002d06942a7101d34870c5f02afd"}, {file = "importlib_metadata-8.7.0.tar.gz", hash = "sha256:d13b81ad223b890aa16c5471f2ac3056cf76c5f10f82d6f9292f0b415f389000"}, @@ -1088,12 +1146,12 @@ files = [ zipp = ">=3.20" [package.extras] -check = ["pytest-checkdocs (>=2.4)", "pytest-ruff (>=0.2.1)"] +check = ["pytest-checkdocs (>=2.4)", "pytest-ruff (>=0.2.1) ; sys_platform != \"cygwin\""] cover = ["pytest-cov"] doc = ["furo", "jaraco.packaging (>=9.3)", "jaraco.tidelift (>=1.4)", "rst.linker (>=1.9)", "sphinx (>=3.5)", "sphinx-lint"] enabler = ["pytest-enabler (>=2.2)"] perf = ["ipython"] -test = ["flufl.flake8", "importlib_resources (>=1.3)", "jaraco.test (>=5.4)", "packaging", "pyfakefs", "pytest (>=6,!=8.1.*)", "pytest-perf (>=0.9.2)"] +test = ["flufl.flake8", "importlib_resources (>=1.3) ; python_version < \"3.9\"", "jaraco.test (>=5.4)", "packaging", "pyfakefs", "pytest (>=6,!=8.1.*)", "pytest-perf (>=0.9.2)"] type = ["pytest-mypy"] [[package]] @@ -1102,6 +1160,7 @@ version = "2.1.0" description = "brain-dead simple config-ini parsing" optional = false python-versions = ">=3.8" +groups = ["test"] files = [ {file = "iniconfig-2.1.0-py3-none-any.whl", hash = "sha256:9deba5723312380e77435581c6bf4935c94cbfab9b1ed33ef8d238ea168eb760"}, {file = "iniconfig-2.1.0.tar.gz", hash = "sha256:3abbd2e30b36733fee78f9c7f7308f2d0050e88f0087fd25c2645f63c773e1c7"}, @@ -1113,6 +1172,7 @@ version = "6.29.5" description = "IPython Kernel for Jupyter" optional = false python-versions = ">=3.8" +groups = ["dev"] files = [ {file = "ipykernel-6.29.5-py3-none-any.whl", hash = "sha256:afdb66ba5aa354b09b91379bac28ae4afebbb30e8b39510c9690afb7a10421b5"}, {file = "ipykernel-6.29.5.tar.gz", hash = "sha256:f093a22c4a40f8828f8e330a9c297cb93dcab13bd9678ded6de8e5cf81c56215"}, @@ -1146,6 +1206,7 @@ version = "8.18.1" description = "IPython: Productive Interactive Computing" optional = false python-versions = ">=3.9" +groups = ["dev"] files = [ {file = "ipython-8.18.1-py3-none-any.whl", hash = "sha256:e8267419d72d81955ec1177f8a29aaa90ac80ad647499201119e2f05e99aa397"}, {file = "ipython-8.18.1.tar.gz", hash = "sha256:ca6f079bb33457c66e233e4580ebfc4128855b4cf6370dddd73842a9563e8a27"}, @@ -1183,6 +1244,7 @@ version = "0.2.0" description = "Vestigial utilities from IPython" optional = false python-versions = "*" +groups = ["dev"] files = [ {file = "ipython_genutils-0.2.0-py2.py3-none-any.whl", hash = "sha256:72dd37233799e619666c9f639a9da83c34013a73e8bbc79a7a6348d93c61fab8"}, {file = "ipython_genutils-0.2.0.tar.gz", hash = "sha256:eb2e116e75ecef9d4d228fdc66af54269afa26ab4463042e33785b887c628ba8"}, @@ -1194,6 +1256,7 @@ version = "20.11.0" description = "Operations with ISO 8601 durations" optional = false python-versions = ">=3.7" +groups = ["dev"] files = [ {file = "isoduration-20.11.0-py3-none-any.whl", hash = "sha256:b2904c2a4228c3d44f409c8ae8e2370eb21a26f7ac2ec5446df141dde3452042"}, {file = "isoduration-20.11.0.tar.gz", hash = "sha256:ac2f9015137935279eac671f94f89eb00584f940f5dc49462a0c4ee692ba1bd9"}, @@ -1208,6 +1271,7 @@ version = "0.19.2" description = "An autocompletion tool for Python that can be used for text editors." optional = false python-versions = ">=3.6" +groups = ["dev"] files = [ {file = "jedi-0.19.2-py2.py3-none-any.whl", hash = "sha256:a8ef22bde8490f57fe5c7681a3c83cb58874daf72b4784de3cce5b6ef6edb5b9"}, {file = "jedi-0.19.2.tar.gz", hash = "sha256:4770dc3de41bde3966b02eb84fbcf557fb33cce26ad23da12c742fb50ecb11f0"}, @@ -1227,6 +1291,7 @@ version = "3.1.6" description = "A very fast and expressive template engine." optional = false python-versions = ">=3.7" +groups = ["dev"] files = [ {file = "jinja2-3.1.6-py3-none-any.whl", hash = "sha256:85ece4451f492d0c13c5dd7c13a64681a86afae63a5f347908daf103ce6d2f67"}, {file = "jinja2-3.1.6.tar.gz", hash = "sha256:0137fb05990d35f1275a587e9aee6d56da821fc83491a0fb838183be43f66d6d"}, @@ -1244,13 +1309,14 @@ version = "0.12.0" description = "A Python implementation of the JSON5 data format." optional = false python-versions = ">=3.8.0" +groups = ["dev"] files = [ {file = "json5-0.12.0-py3-none-any.whl", hash = "sha256:6d37aa6c08b0609f16e1ec5ff94697e2cbbfbad5ac112afa05794da9ab7810db"}, {file = "json5-0.12.0.tar.gz", hash = "sha256:0b4b6ff56801a1c7dc817b0241bca4ce474a0e6a163bfef3fc594d3fd263ff3a"}, ] [package.extras] -dev = ["build (==1.2.2.post1)", "coverage (==7.5.4)", "coverage (==7.8.0)", "mypy (==1.14.1)", "mypy (==1.15.0)", "pip (==25.0.1)", "pylint (==3.2.7)", "pylint (==3.3.6)", "ruff (==0.11.2)", "twine (==6.1.0)", "uv (==0.6.11)"] +dev = ["build (==1.2.2.post1)", "coverage (==7.5.4) ; python_version < \"3.9\"", "coverage (==7.8.0) ; python_version >= \"3.9\"", "mypy (==1.14.1) ; python_version < \"3.9\"", "mypy (==1.15.0) ; python_version >= \"3.9\"", "pip (==25.0.1)", "pylint (==3.2.7) ; python_version < \"3.9\"", "pylint (==3.3.6) ; python_version >= \"3.9\"", "ruff (==0.11.2)", "twine (==6.1.0)", "uv (==0.6.11)"] [[package]] name = "jsonpatch" @@ -1258,6 +1324,7 @@ version = "1.33" description = "Apply JSON-Patches (RFC 6902)" optional = false python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*, !=3.4.*, !=3.5.*, !=3.6.*" +groups = ["main", "test"] files = [ {file = "jsonpatch-1.33-py2.py3-none-any.whl", hash = "sha256:0ae28c0cd062bbd8b8ecc26d7d164fbbea9652a1a3693f3b956c1eae5145dade"}, {file = "jsonpatch-1.33.tar.gz", hash = "sha256:9fcd4009c41e6d12348b4a0ff2563ba56a2923a7dfee731d004e212e1ee5030c"}, @@ -1272,6 +1339,7 @@ version = "3.0.0" description = "Identify specific nodes in a JSON document (RFC 6901)" optional = false python-versions = ">=3.7" +groups = ["main", "dev", "test"] files = [ {file = "jsonpointer-3.0.0-py2.py3-none-any.whl", hash = "sha256:13e088adc14fca8b6aa8177c044e12701e6ad4b28ff10e65f2267a90109c9942"}, {file = "jsonpointer-3.0.0.tar.gz", hash = "sha256:2b2d729f2091522d61c3b31f82e11870f60b68f43fbc705cb76bf4b832af59ef"}, @@ -1283,6 +1351,7 @@ version = "4.23.0" description = "An implementation of JSON Schema validation for Python" optional = false python-versions = ">=3.8" +groups = ["dev"] files = [ {file = "jsonschema-4.23.0-py3-none-any.whl", hash = "sha256:fbadb6f8b144a8f8cf9f0b89ba94501d143e50411a1278633f56a7acf7fd5566"}, {file = "jsonschema-4.23.0.tar.gz", hash = "sha256:d71497fef26351a33265337fa77ffeb82423f3ea21283cd9467bb03999266bc4"}, @@ -1312,6 +1381,7 @@ version = "2025.4.1" description = "The JSON Schema meta-schemas and vocabularies, exposed as a Registry" optional = false python-versions = ">=3.9" +groups = ["dev"] files = [ {file = "jsonschema_specifications-2025.4.1-py3-none-any.whl", hash = "sha256:4653bffbd6584f7de83a67e0d620ef16900b390ddc7939d56684d6c81e33f1af"}, {file = "jsonschema_specifications-2025.4.1.tar.gz", hash = "sha256:630159c9f4dbea161a6a2205c3011cc4f18ff381b189fff48bb39b9bf26ae608"}, @@ -1326,6 +1396,7 @@ version = "7.4.9" description = "Jupyter protocol implementation and client libraries" optional = false python-versions = ">=3.7" +groups = ["dev"] files = [ {file = "jupyter_client-7.4.9-py3-none-any.whl", hash = "sha256:214668aaea208195f4c13d28eb272ba79f945fc0cf3f11c7092c20b2ca1980e7"}, {file = "jupyter_client-7.4.9.tar.gz", hash = "sha256:52be28e04171f07aed8f20e1616a5a552ab9fee9cbbe6c1896ae170c3880d392"}, @@ -1350,6 +1421,7 @@ version = "5.7.2" description = "Jupyter core package. A base package on which Jupyter projects rely." optional = false python-versions = ">=3.8" +groups = ["dev"] files = [ {file = "jupyter_core-5.7.2-py3-none-any.whl", hash = "sha256:4f7315d2f6b4bcf2e3e7cb6e46772eba760ae459cd1f59d29eb57b0a01bd7409"}, {file = "jupyter_core-5.7.2.tar.gz", hash = "sha256:aa5f8d32bbf6b431ac830496da7392035d6f61b4f54872f15c4bd2a9c3f536d9"}, @@ -1370,6 +1442,7 @@ version = "0.12.0" description = "Jupyter Event System library" optional = false python-versions = ">=3.9" +groups = ["dev"] files = [ {file = "jupyter_events-0.12.0-py3-none-any.whl", hash = "sha256:6464b2fa5ad10451c3d35fabc75eab39556ae1e2853ad0c0cc31b656731a97fb"}, {file = "jupyter_events-0.12.0.tar.gz", hash = "sha256:fc3fce98865f6784c9cd0a56a20644fc6098f21c8c33834a8d9fe383c17e554b"}, @@ -1396,6 +1469,7 @@ version = "2.15.0" description = "The backend—i.e. core services, APIs, and REST endpoints—to Jupyter web applications." optional = false python-versions = ">=3.9" +groups = ["dev"] files = [ {file = "jupyter_server-2.15.0-py3-none-any.whl", hash = "sha256:872d989becf83517012ee669f09604aa4a28097c0bd90b2f424310156c2cdae3"}, {file = "jupyter_server-2.15.0.tar.gz", hash = "sha256:9d446b8697b4f7337a1b7cdcac40778babdd93ba614b6d68ab1c0c918f1c4084"}, @@ -1432,6 +1506,7 @@ version = "0.9.3" description = "Jupyter Server extension providing an implementation of the File ID service." optional = false python-versions = ">=3.7" +groups = ["dev"] files = [ {file = "jupyter_server_fileid-0.9.3-py3-none-any.whl", hash = "sha256:f73c01c19f90005d3fff93607b91b4955ba4e1dccdde9bfe8026646f94053791"}, {file = "jupyter_server_fileid-0.9.3.tar.gz", hash = "sha256:521608bb87f606a8637fcbdce2f3d24a8b3cc89d2eef61751cb40e468d4e54be"}, @@ -1451,6 +1526,7 @@ version = "0.5.3" description = "A Jupyter Server Extension Providing Terminals." optional = false python-versions = ">=3.8" +groups = ["dev"] files = [ {file = "jupyter_server_terminals-0.5.3-py3-none-any.whl", hash = "sha256:41ee0d7dc0ebf2809c668e0fc726dfaf258fcd3e769568996ca731b6194ae9aa"}, {file = "jupyter_server_terminals-0.5.3.tar.gz", hash = "sha256:5ae0295167220e9ace0edcfdb212afd2b01ee8d179fe6f23c899590e9b8a5269"}, @@ -1470,6 +1546,7 @@ version = "0.8.0" description = "A Jupyter Server Extension Providing Y Documents." optional = false python-versions = ">=3.7" +groups = ["dev"] files = [ {file = "jupyter_server_ydoc-0.8.0-py3-none-any.whl", hash = "sha256:969a3a1a77ed4e99487d60a74048dc9fa7d3b0dcd32e60885d835bbf7ba7be11"}, {file = "jupyter_server_ydoc-0.8.0.tar.gz", hash = "sha256:a6fe125091792d16c962cc3720c950c2b87fcc8c3ecf0c54c84e9a20b814526c"}, @@ -1489,6 +1566,7 @@ version = "0.2.5" description = "Document structures for collaborative editing using Ypy" optional = false python-versions = ">=3.7" +groups = ["dev"] files = [ {file = "jupyter_ydoc-0.2.5-py3-none-any.whl", hash = "sha256:5759170f112c70320a84217dd98d287699076ae65a7f88d458d57940a9f2b882"}, {file = "jupyter_ydoc-0.2.5.tar.gz", hash = "sha256:5a02ca7449f0d875f73e8cb8efdf695dddef15a8e71378b1f4eda6b7c90f5382"}, @@ -1508,6 +1586,7 @@ version = "3.6.8" description = "JupyterLab computational environment" optional = false python-versions = ">=3.7" +groups = ["dev"] files = [ {file = "jupyterlab-3.6.8-py3-none-any.whl", hash = "sha256:891284e75158998e23eb7a23ecc4caaf27b365e41adca374109b1305b9f769db"}, {file = "jupyterlab-3.6.8.tar.gz", hash = "sha256:a2477383e23f20009188bd9dac7e6e38dbc54307bc36d716bea6ced450647c97"}, @@ -1537,6 +1616,7 @@ version = "0.3.0" description = "Pygments theme using JupyterLab CSS variables" optional = false python-versions = ">=3.8" +groups = ["dev"] files = [ {file = "jupyterlab_pygments-0.3.0-py3-none-any.whl", hash = "sha256:841a89020971da1d8693f1a99997aefc5dc424bb1b251fd6322462a1b8842780"}, {file = "jupyterlab_pygments-0.3.0.tar.gz", hash = "sha256:721aca4d9029252b11cfa9d185e5b5af4d54772bb8072f9b7036f4170054d35d"}, @@ -1548,6 +1628,7 @@ version = "2.27.3" description = "A set of server components for JupyterLab and JupyterLab like applications." optional = false python-versions = ">=3.8" +groups = ["dev"] files = [ {file = "jupyterlab_server-2.27.3-py3-none-any.whl", hash = "sha256:e697488f66c3db49df675158a77b3b017520d772c6e1548c7d9bcc5df7944ee4"}, {file = "jupyterlab_server-2.27.3.tar.gz", hash = "sha256:eb36caca59e74471988f0ae25c77945610b887f777255aa21f8065def9e51ed4"}, @@ -1574,6 +1655,7 @@ version = "0.3.56" description = "Building applications with LLMs through composability" optional = false python-versions = "<4.0,>=3.9" +groups = ["main", "test"] files = [ {file = "langchain_core-0.3.56-py3-none-any.whl", hash = "sha256:a20c6aca0fa0da265d96d3b14a5a01828ac5d2d9d27516434873d76f2d4839ed"}, {file = "langchain_core-0.3.56.tar.gz", hash = "sha256:de896585bc56e12652327dcd195227c3739a07e86e587c91a07101e0df11dffe"}, @@ -1597,6 +1679,7 @@ version = "0.3.7" description = "Standard tests for LangChain implementations" optional = false python-versions = "<4.0,>=3.9" +groups = ["test"] files = [ {file = "langchain_tests-0.3.7-py3-none-any.whl", hash = "sha256:ebbb15bb4b81a75b15272ecfd8a6b9ff45f015c6edccdcf0a16d1fe461a33c90"}, {file = "langchain_tests-0.3.7.tar.gz", hash = "sha256:28c1edff887de6f50b399345568f54f38797b7fa25d1d01b05e07172717ff7a0"}, @@ -1620,6 +1703,7 @@ version = "0.3.39" description = "Client library to connect to the LangSmith LLM Tracing and Evaluation Platform." optional = false python-versions = ">=3.9" +groups = ["main", "test"] files = [ {file = "langsmith-0.3.39-py3-none-any.whl", hash = "sha256:0c2af42e943e112bd0a1bd7452922141945b71f08df32cc5d6faa637100bc5e3"}, {file = "langsmith-0.3.39.tar.gz", hash = "sha256:1624a70efe1c9378ed0802618e9f7cc14e45d50ec4a9b3af45137fa27ad95690"}, @@ -1649,6 +1733,7 @@ version = "3.0.2" description = "Safely add untrusted strings to HTML/XML markup." optional = false python-versions = ">=3.9" +groups = ["dev"] files = [ {file = "MarkupSafe-3.0.2-cp310-cp310-macosx_10_9_universal2.whl", hash = "sha256:7e94c425039cde14257288fd61dcfb01963e658efbc0ff54f5306b06054700f8"}, {file = "MarkupSafe-3.0.2-cp310-cp310-macosx_11_0_arm64.whl", hash = "sha256:9e2d922824181480953426608b81967de705c3cef4d1af983af849d7bd619158"}, @@ -1719,6 +1804,7 @@ version = "0.1.7" description = "Inline Matplotlib backend for Jupyter" optional = false python-versions = ">=3.8" +groups = ["dev"] files = [ {file = "matplotlib_inline-0.1.7-py3-none-any.whl", hash = "sha256:df192d39a4ff8f21b1895d72e6a13f5fcc5099f00fa84384e0ea28c2cc0653ca"}, {file = "matplotlib_inline-0.1.7.tar.gz", hash = "sha256:8423b23ec666be3d16e16b60bdd8ac4e86e840ebd1dd11a30b9f117f2fa0ab90"}, @@ -1733,6 +1819,7 @@ version = "3.1.3" description = "A sane and fast Markdown parser with useful plugins and renderers" optional = false python-versions = ">=3.8" +groups = ["dev"] files = [ {file = "mistune-3.1.3-py3-none-any.whl", hash = "sha256:1a32314113cff28aa6432e99e522677c8587fd83e3d51c29b82a52409c842bd9"}, {file = "mistune-3.1.3.tar.gz", hash = "sha256:a7035c21782b2becb6be62f8f25d3df81ccb4d6fa477a6525b15af06539f02a0"}, @@ -1747,6 +1834,7 @@ version = "1.15.0" description = "Optional static typing for Python" optional = false python-versions = ">=3.9" +groups = ["typing"] files = [ {file = "mypy-1.15.0-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:979e4e1a006511dacf628e36fadfecbcc0160a8af6ca7dad2f5025529e082c13"}, {file = "mypy-1.15.0-cp310-cp310-macosx_11_0_arm64.whl", hash = "sha256:c4bb0e1bd29f7d34efcccd71cf733580191e9a264a2202b0239da95984c5b559"}, @@ -1800,6 +1888,7 @@ version = "1.1.0" description = "Type system extensions for programs checked with the mypy type checker." optional = false python-versions = ">=3.8" +groups = ["typing"] files = [ {file = "mypy_extensions-1.1.0-py3-none-any.whl", hash = "sha256:1be4cccdb0f2482337c4743e60421de3a356cd97508abadd57d47403e94f5505"}, {file = "mypy_extensions-1.1.0.tar.gz", hash = "sha256:52e68efc3284861e772bbcd66823fde5ae21fd2fdb51c62a211403730b916558"}, @@ -1811,6 +1900,7 @@ version = "1.3.0" description = "Jupyter Notebook as a Jupyter Server extension." optional = false python-versions = ">=3.9" +groups = ["dev"] files = [ {file = "nbclassic-1.3.0-py3-none-any.whl", hash = "sha256:007e816187ed0ad5f165077ccfbcf60e271efe5949281b682e228436ff80afeb"}, {file = "nbclassic-1.3.0.tar.gz", hash = "sha256:1ae3b30a4d051332559b6d0eaba34c20ada51a73c95a7f35954c126e6a5c80fd"}, @@ -1826,7 +1916,7 @@ notebook-shim = ">=0.2.3" dev = ["hatch", "pre-commit"] docs = ["myst-parser", "nbsphinx", "sphinx", "sphinx-rtd-theme", "sphinxcontrib-github-alt"] json-logging = ["json-logging"] -test = ["coverage", "nbval", "pytest", "pytest-cov", "pytest-jupyter", "pytest-playwright", "pytest-tornasync", "requests", "requests-unixsocket", "testpath"] +test = ["coverage", "nbval", "pytest", "pytest-cov", "pytest-jupyter", "pytest-playwright", "pytest-tornasync", "requests", "requests-unixsocket ; sys_platform != \"win32\"", "testpath"] [[package]] name = "nbclient" @@ -1834,6 +1924,7 @@ version = "0.10.2" description = "A client library for executing notebooks. Formerly nbconvert's ExecutePreprocessor." optional = false python-versions = ">=3.9.0" +groups = ["dev"] files = [ {file = "nbclient-0.10.2-py3-none-any.whl", hash = "sha256:4ffee11e788b4a27fabeb7955547e4318a5298f34342a4bfd01f2e1faaeadc3d"}, {file = "nbclient-0.10.2.tar.gz", hash = "sha256:90b7fc6b810630db87a6d0c2250b1f0ab4cf4d3c27a299b0cde78a4ed3fd9193"}, @@ -1856,6 +1947,7 @@ version = "7.16.6" description = "Converting Jupyter Notebooks (.ipynb files) to other formats. Output formats include asciidoc, html, latex, markdown, pdf, py, rst, script. nbconvert can be used both as a Python library (`import nbconvert`) or as a command line tool (invoked as `jupyter nbconvert ...`)." optional = false python-versions = ">=3.8" +groups = ["dev"] files = [ {file = "nbconvert-7.16.6-py3-none-any.whl", hash = "sha256:1375a7b67e0c2883678c48e506dc320febb57685e5ee67faa51b18a90f3a712b"}, {file = "nbconvert-7.16.6.tar.gz", hash = "sha256:576a7e37c6480da7b8465eefa66c17844243816ce1ccc372633c6b71c3c0f582"}, @@ -1893,6 +1985,7 @@ version = "5.10.4" description = "The Jupyter Notebook format" optional = false python-versions = ">=3.8" +groups = ["dev"] files = [ {file = "nbformat-5.10.4-py3-none-any.whl", hash = "sha256:3b48d6c8fbca4b299bf3982ea7db1af21580e4fec269ad087b9e81588891200b"}, {file = "nbformat-5.10.4.tar.gz", hash = "sha256:322168b14f937a5d11362988ecac2a4952d3d8e3a2cbeb2319584631226d5b3a"}, @@ -1914,6 +2007,7 @@ version = "1.6.0" description = "Patch asyncio to allow nested event loops" optional = false python-versions = ">=3.5" +groups = ["dev"] files = [ {file = "nest_asyncio-1.6.0-py3-none-any.whl", hash = "sha256:87af6efd6b5e897c81050477ef65c62e2b2f35d51703cae01aff2905b1852e1c"}, {file = "nest_asyncio-1.6.0.tar.gz", hash = "sha256:6f172d5449aca15afd6c646851f4e31e02c598d553a667e38cafa997cfec55fe"}, @@ -1925,6 +2019,7 @@ version = "6.5.7" description = "A web-based notebook environment for interactive computing" optional = false python-versions = ">=3.7" +groups = ["dev"] files = [ {file = "notebook-6.5.7-py3-none-any.whl", hash = "sha256:a6afa9a4ff4d149a0771ff8b8c881a7a73b3835f9add0606696d6e9d98ac1cd0"}, {file = "notebook-6.5.7.tar.gz", hash = "sha256:04eb9011dfac634fbd4442adaf0a8c27cd26beef831fe1d19faf930c327768e4"}, @@ -1951,7 +2046,7 @@ traitlets = ">=4.2.1" [package.extras] docs = ["myst-parser", "nbsphinx", "sphinx", "sphinx-rtd-theme", "sphinxcontrib-github-alt"] json-logging = ["json-logging"] -test = ["coverage", "nbval", "pytest", "pytest-cov", "requests", "requests-unixsocket", "selenium (==4.1.5)", "testpath"] +test = ["coverage", "nbval", "pytest", "pytest-cov", "requests", "requests-unixsocket ; sys_platform != \"win32\"", "selenium (==4.1.5)", "testpath"] [[package]] name = "notebook-shim" @@ -1959,6 +2054,7 @@ version = "0.2.4" description = "A shim layer for notebook traits and config" optional = false python-versions = ">=3.7" +groups = ["dev"] files = [ {file = "notebook_shim-0.2.4-py3-none-any.whl", hash = "sha256:411a5be4e9dc882a074ccbcae671eda64cceb068767e9a3419096986560e1cef"}, {file = "notebook_shim-0.2.4.tar.gz", hash = "sha256:b4b2cfa1b65d98307ca24361f5b30fe785b53c3fd07b7a47e89acb5e6ac638cb"}, @@ -1976,6 +2072,7 @@ version = "1.26.4" description = "Fundamental package for array computing in Python" optional = false python-versions = ">=3.9" +groups = ["main", "test"] files = [ {file = "numpy-1.26.4-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:9ff0f4f29c51e2803569d7a51c2304de5554655a60c5d776e35b4a41413830d0"}, {file = "numpy-1.26.4-cp310-cp310-macosx_11_0_arm64.whl", hash = "sha256:2e4ee3380d6de9c9ec04745830fd9e2eccb3e6cf790d39d7b98ffd19b0dd754a"}, @@ -2021,6 +2118,8 @@ version = "3.10.18" description = "Fast, correct Python JSON library supporting dataclasses, datetimes, and numpy" optional = false python-versions = ">=3.9" +groups = ["main", "test"] +markers = "platform_python_implementation != \"PyPy\"" files = [ {file = "orjson-3.10.18-cp310-cp310-macosx_10_15_x86_64.macosx_11_0_arm64.macosx_10_15_universal2.whl", hash = "sha256:a45e5d68066b408e4bc383b6e4ef05e717c65219a9e1390abc6155a520cac402"}, {file = "orjson-3.10.18-cp310-cp310-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:be3b9b143e8b9db05368b13b04c84d37544ec85bb97237b3a923f076265ec89c"}, @@ -2102,6 +2201,7 @@ version = "7.7.0" description = "A decorator to automatically detect mismatch when overriding a method." optional = false python-versions = ">=3.6" +groups = ["dev"] files = [ {file = "overrides-7.7.0-py3-none-any.whl", hash = "sha256:c7ed9d062f78b8e4c1a7b70bd8796b35ead4d9f510227ef9c5dc7626c60d7e49"}, {file = "overrides-7.7.0.tar.gz", hash = "sha256:55158fa3d93b98cc75299b1e67078ad9003ca27945c76162c1c0766d6f91820a"}, @@ -2113,6 +2213,7 @@ version = "24.2" description = "Core utilities for Python packages" optional = false python-versions = ">=3.8" +groups = ["main", "dev", "test"] files = [ {file = "packaging-24.2-py3-none-any.whl", hash = "sha256:09abb1bccd265c01f4a3aa3f7a7db064b36514d2cba19a2f694fe6150451a759"}, {file = "packaging-24.2.tar.gz", hash = "sha256:c228a6dc5e932d346bc5739379109d49e8853dd8223571c7c5b55260edc0b97f"}, @@ -2124,6 +2225,7 @@ version = "1.5.1" description = "Utilities for writing pandoc filters in python" optional = false python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*" +groups = ["dev"] files = [ {file = "pandocfilters-1.5.1-py2.py3-none-any.whl", hash = "sha256:93be382804a9cdb0a7267585f157e5d1731bbe5545a85b268d6f5fe6232de2bc"}, {file = "pandocfilters-1.5.1.tar.gz", hash = "sha256:002b4a555ee4ebc03f8b66307e287fa492e4a77b4ea14d3f934328297bb4939e"}, @@ -2135,6 +2237,7 @@ version = "0.8.4" description = "A Python Parser" optional = false python-versions = ">=3.6" +groups = ["dev"] files = [ {file = "parso-0.8.4-py2.py3-none-any.whl", hash = "sha256:a418670a20291dacd2dddc80c377c5c3791378ee1e8d12bffc35420643d43f18"}, {file = "parso-0.8.4.tar.gz", hash = "sha256:eb3a7b58240fb99099a345571deecc0f9540ea5f4dd2fe14c2a99d6b281ab92d"}, @@ -2150,6 +2253,8 @@ version = "4.9.0" description = "Pexpect allows easy control of interactive console applications." optional = false python-versions = "*" +groups = ["dev"] +markers = "sys_platform != \"win32\"" files = [ {file = "pexpect-4.9.0-py2.py3-none-any.whl", hash = "sha256:7236d1e080e4936be2dc3e326cec0af72acf9212a7e1d060210e70a47e253523"}, {file = "pexpect-4.9.0.tar.gz", hash = "sha256:ee7d41123f3c9911050ea2c2dac107568dc43b2d3b0c7557a33212c398ead30f"}, @@ -2164,6 +2269,7 @@ version = "0.3.6" description = "pgvector support for Python" optional = false python-versions = ">=3.8" +groups = ["main"] files = [ {file = "pgvector-0.3.6-py3-none-any.whl", hash = "sha256:f6c269b3c110ccb7496bac87202148ed18f34b390a0189c783e351062400a75a"}, {file = "pgvector-0.3.6.tar.gz", hash = "sha256:31d01690e6ea26cea8a633cde5f0f55f5b246d9c8292d68efdef8c22ec994ade"}, @@ -2178,6 +2284,7 @@ version = "11.1.0" description = "Python Imaging Library (Fork)" optional = false python-versions = ">=3.9" +groups = ["test"] files = [ {file = "pillow-11.1.0-cp310-cp310-macosx_10_10_x86_64.whl", hash = "sha256:e1abe69aca89514737465752b4bcaf8016de61b3be1397a8fc260ba33321b3a8"}, {file = "pillow-11.1.0-cp310-cp310-macosx_11_0_arm64.whl", hash = "sha256:c640e5a06869c75994624551f45e5506e4256562ead981cce820d5ab39ae2192"}, @@ -2257,7 +2364,7 @@ docs = ["furo", "olefile", "sphinx (>=8.1)", "sphinx-copybutton", "sphinx-inline fpx = ["olefile"] mic = ["olefile"] tests = ["check-manifest", "coverage (>=7.4.2)", "defusedxml", "markdown2", "olefile", "packaging", "pyroma", "pytest", "pytest-cov", "pytest-timeout", "trove-classifiers (>=2024.10.12)"] -typing = ["typing-extensions"] +typing = ["typing-extensions ; python_version < \"3.10\""] xmp = ["defusedxml"] [[package]] @@ -2266,6 +2373,7 @@ version = "4.3.7" description = "A small Python package for determining appropriate platform-specific dirs, e.g. a `user data dir`." optional = false python-versions = ">=3.9" +groups = ["dev"] files = [ {file = "platformdirs-4.3.7-py3-none-any.whl", hash = "sha256:a03875334331946f13c549dbd8f4bac7a13a50a895a0eb1e8c6a8ace80d40a94"}, {file = "platformdirs-4.3.7.tar.gz", hash = "sha256:eb437d586b6a0986388f0d6f74aa0cde27b48d0e3d66843640bfb6bdcdb6e351"}, @@ -2282,6 +2390,7 @@ version = "1.5.0" description = "plugin and hook calling mechanisms for python" optional = false python-versions = ">=3.8" +groups = ["test"] files = [ {file = "pluggy-1.5.0-py3-none-any.whl", hash = "sha256:44e1ad92c8ca002de6377e165f3e0f1be63266ab4d554740532335b9d75ea669"}, {file = "pluggy-1.5.0.tar.gz", hash = "sha256:2cffa88e94fdc978c4c574f15f9e59b7f4201d439195c3715ca9e2486f1d0cf1"}, @@ -2297,6 +2406,7 @@ version = "0.21.1" description = "Python client for the Prometheus monitoring system." optional = false python-versions = ">=3.8" +groups = ["dev"] files = [ {file = "prometheus_client-0.21.1-py3-none-any.whl", hash = "sha256:594b45c410d6f4f8888940fe80b5cc2521b305a1fafe1c58609ef715a001f301"}, {file = "prometheus_client-0.21.1.tar.gz", hash = "sha256:252505a722ac04b0456be05c05f75f45d760c2911ffc45f2a06bcaed9f3ae3fb"}, @@ -2311,6 +2421,7 @@ version = "3.0.51" description = "Library for building powerful interactive command lines in Python" optional = false python-versions = ">=3.8" +groups = ["dev"] files = [ {file = "prompt_toolkit-3.0.51-py3-none-any.whl", hash = "sha256:52742911fde84e2d423e2f9a4cf1de7d7ac4e51958f648d9540e0fb8db077b07"}, {file = "prompt_toolkit-3.0.51.tar.gz", hash = "sha256:931a162e3b27fc90c86f1b48bb1fb2c528c2761475e57c9c06de13311c7b54ed"}, @@ -2325,6 +2436,8 @@ version = "1.26.1" description = "Beautiful, Pythonic protocol buffers" optional = true python-versions = ">=3.7" +groups = ["main"] +markers = "extra == \"gcs\"" files = [ {file = "proto_plus-1.26.1-py3-none-any.whl", hash = "sha256:13285478c2dcf2abb829db158e1047e2f1e8d63a077d94263c2b88b043c75a66"}, {file = "proto_plus-1.26.1.tar.gz", hash = "sha256:21a515a4c4c0088a773899e23c7bbade3d18f9c66c73edd4c7ee3816bc96a012"}, @@ -2342,6 +2455,8 @@ version = "6.30.2" description = "" optional = true python-versions = ">=3.9" +groups = ["main"] +markers = "extra == \"gcs\"" files = [ {file = "protobuf-6.30.2-cp310-abi3-win32.whl", hash = "sha256:b12ef7df7b9329886e66404bef5e9ce6a26b54069d7f7436a0853ccdeb91c103"}, {file = "protobuf-6.30.2-cp310-abi3-win_amd64.whl", hash = "sha256:7653c99774f73fe6b9301b87da52af0e69783a2e371e8b599b3e9cb4da4b12b9"}, @@ -2360,6 +2475,7 @@ version = "7.0.0" description = "Cross-platform lib for process and system monitoring in Python. NOTE: the syntax of this script MUST be kept compatible with Python 2.7." optional = false python-versions = ">=3.6" +groups = ["dev"] files = [ {file = "psutil-7.0.0-cp36-abi3-macosx_10_9_x86_64.whl", hash = "sha256:101d71dc322e3cffd7cea0650b09b3d08b8e7c4109dd6809fe452dfd00e58b25"}, {file = "psutil-7.0.0-cp36-abi3-macosx_11_0_arm64.whl", hash = "sha256:39db632f6bb862eeccf56660871433e111b6ea58f2caea825571951d4b6aa3da"}, @@ -2383,6 +2499,7 @@ version = "3.2.7" description = "PostgreSQL database adapter for Python" optional = false python-versions = ">=3.8" +groups = ["main"] files = [ {file = "psycopg-3.2.7-py3-none-any.whl", hash = "sha256:d39747d2d5b9658b69fa462ad21d31f1ba4a5722ad1d0cb952552bc0b4125451"}, {file = "psycopg-3.2.7.tar.gz", hash = "sha256:9afa609c7ebf139827a38c0bf61be9c024a3ed743f56443de9d38e1efc260bf3"}, @@ -2393,8 +2510,8 @@ typing-extensions = {version = ">=4.6", markers = "python_version < \"3.13\""} tzdata = {version = "*", markers = "sys_platform == \"win32\""} [package.extras] -binary = ["psycopg-binary (==3.2.7)"] -c = ["psycopg-c (==3.2.7)"] +binary = ["psycopg-binary (==3.2.7) ; implementation_name != \"pypy\""] +c = ["psycopg-c (==3.2.7) ; implementation_name != \"pypy\""] dev = ["ast-comments (>=1.1.2)", "black (>=24.1.0)", "codespell (>=2.2)", "dnspython (>=2.1)", "flake8 (>=4.0)", "isort-psycopg", "isort[colors] (>=6.0)", "mypy (>=1.14)", "pre-commit (>=4.0.1)", "types-setuptools (>=57.4)", "types-shapely (>=2.0)", "wheel (>=0.37)"] docs = ["Sphinx (>=5.0)", "furo (==2022.6.21)", "sphinx-autobuild (>=2021.3.14)", "sphinx-autodoc-typehints (>=1.12)"] pool = ["psycopg-pool"] @@ -2406,6 +2523,7 @@ version = "3.2.6" description = "Connection Pool for Psycopg" optional = false python-versions = ">=3.8" +groups = ["main"] files = [ {file = "psycopg_pool-3.2.6-py3-none-any.whl", hash = "sha256:5887318a9f6af906d041a0b1dc1c60f8f0dda8340c2572b74e10907b51ed5da7"}, {file = "psycopg_pool-3.2.6.tar.gz", hash = "sha256:0f92a7817719517212fbfe2fd58b8c35c1850cdd2a80d36b581ba2085d9148e5"}, @@ -2420,6 +2538,8 @@ version = "0.7.0" description = "Run a subprocess in a pseudo terminal" optional = false python-versions = "*" +groups = ["dev"] +markers = "sys_platform != \"win32\" or os_name != \"nt\"" files = [ {file = "ptyprocess-0.7.0-py2.py3-none-any.whl", hash = "sha256:4b41f3967fce3af57cc7e94b888626c18bf37a083e3651ca8feeb66d492fef35"}, {file = "ptyprocess-0.7.0.tar.gz", hash = "sha256:5c5d0a3b48ceee0b48485e0c26037c0acd7d29765ca3fbb5cb3831d347423220"}, @@ -2431,6 +2551,7 @@ version = "0.2.3" description = "Safely evaluate AST nodes without side effects" optional = false python-versions = "*" +groups = ["dev"] files = [ {file = "pure_eval-0.2.3-py3-none-any.whl", hash = "sha256:1db8e35b67b3d218d818ae653e27f06c3aa420901fa7b081ca98cbedc874e0d0"}, {file = "pure_eval-0.2.3.tar.gz", hash = "sha256:5f4e983f40564c576c7c8635ae88db5956bb2229d7e9237d03b3c0b0190eaf42"}, @@ -2445,6 +2566,8 @@ version = "0.6.1" description = "Pure-Python implementation of ASN.1 types and DER/BER/CER codecs (X.208)" optional = true python-versions = ">=3.8" +groups = ["main"] +markers = "extra == \"gcs\"" files = [ {file = "pyasn1-0.6.1-py3-none-any.whl", hash = "sha256:0d632f46f2ba09143da3a8afe9e33fb6f92fa2320ab7e886e2d0f7672af84629"}, {file = "pyasn1-0.6.1.tar.gz", hash = "sha256:6f580d2bdd84365380830acf45550f2511469f673cb4a5ae3857a3170128b034"}, @@ -2456,6 +2579,8 @@ version = "0.4.2" description = "A collection of ASN.1-based protocols modules" optional = true python-versions = ">=3.8" +groups = ["main"] +markers = "extra == \"gcs\"" files = [ {file = "pyasn1_modules-0.4.2-py3-none-any.whl", hash = "sha256:29253a9207ce32b64c3ac6600edc75368f98473906e8fd1043bd6b5b1de2c14a"}, {file = "pyasn1_modules-0.4.2.tar.gz", hash = "sha256:677091de870a80aae844b1ca6134f54652fa2c8c5a52aa396440ac3106e941e6"}, @@ -2470,10 +2595,12 @@ version = "2.22" description = "C parser in Python" optional = false python-versions = ">=3.8" +groups = ["main", "dev", "test"] files = [ {file = "pycparser-2.22-py3-none-any.whl", hash = "sha256:c3702b6d3dd8c7abc1afa565d7e63d53a1d0bd86cdc24edd75470f4de499cfcc"}, {file = "pycparser-2.22.tar.gz", hash = "sha256:491c8be9c040f5390f5bf44a5b07752bd07f56edf992381b05c701439eec10f6"}, ] +markers = {main = "platform_python_implementation == \"PyPy\"", test = "platform_python_implementation == \"PyPy\""} [[package]] name = "pydantic" @@ -2481,6 +2608,7 @@ version = "2.11.4" description = "Data validation using Python type hints" optional = false python-versions = ">=3.9" +groups = ["main", "test"] files = [ {file = "pydantic-2.11.4-py3-none-any.whl", hash = "sha256:d9615eaa9ac5a063471da949c8fc16376a84afb5024688b3ff885693506764eb"}, {file = "pydantic-2.11.4.tar.gz", hash = "sha256:32738d19d63a226a52eed76645a98ee07c1f410ee41d93b4afbfa85ed8111c2d"}, @@ -2494,7 +2622,7 @@ typing-inspection = ">=0.4.0" [package.extras] email = ["email-validator (>=2.0.0)"] -timezone = ["tzdata"] +timezone = ["tzdata ; python_version >= \"3.9\" and platform_system == \"Windows\""] [[package]] name = "pydantic-core" @@ -2502,6 +2630,7 @@ version = "2.33.2" description = "Core functionality for Pydantic validation and serialization" optional = false python-versions = ">=3.9" +groups = ["main", "test"] files = [ {file = "pydantic_core-2.33.2-cp310-cp310-macosx_10_12_x86_64.whl", hash = "sha256:2b3d326aaef0c0399d9afffeb6367d5e26ddc24d351dbc9c636840ac355dc5d8"}, {file = "pydantic_core-2.33.2-cp310-cp310-macosx_11_0_arm64.whl", hash = "sha256:0e5b2671f05ba48b94cb90ce55d8bdcaaedb8ba00cc5359f6810fc918713983d"}, @@ -2613,6 +2742,7 @@ version = "2.19.1" description = "Pygments is a syntax highlighting package written in Python." optional = false python-versions = ">=3.8" +groups = ["dev"] files = [ {file = "pygments-2.19.1-py3-none-any.whl", hash = "sha256:9ea1544ad55cecf4b8242fab6dd35a93bbce657034b0611ee383099054ab6d8c"}, {file = "pygments-2.19.1.tar.gz", hash = "sha256:61c16d2a8576dc0649d9f39e089b5f02bcd27fba10d8fb4dcc28173f7a45151f"}, @@ -2627,6 +2757,7 @@ version = "7.4.4" description = "pytest: simple powerful testing with Python" optional = false python-versions = ">=3.7" +groups = ["test"] files = [ {file = "pytest-7.4.4-py3-none-any.whl", hash = "sha256:b090cdf5ed60bf4c45261be03239c2c1c22df034fbffe691abe93cd80cea01d8"}, {file = "pytest-7.4.4.tar.gz", hash = "sha256:2cf0005922c6ace4a3e2ec8b4080eb0d9753fdc93107415332f50ce9e7994280"}, @@ -2649,6 +2780,7 @@ version = "0.23.8" description = "Pytest support for asyncio" optional = false python-versions = ">=3.8" +groups = ["test"] files = [ {file = "pytest_asyncio-0.23.8-py3-none-any.whl", hash = "sha256:50265d892689a5faefb84df80819d1ecef566eb3549cf915dfb33569359d1ce2"}, {file = "pytest_asyncio-0.23.8.tar.gz", hash = "sha256:759b10b33a6dc61cce40a8bd5205e302978bbbcc00e279a8b61d9a6a3c82e4d3"}, @@ -2667,6 +2799,7 @@ version = "5.0.0" description = "Pytest plugin for measuring coverage." optional = false python-versions = ">=3.8" +groups = ["test"] files = [ {file = "pytest-cov-5.0.0.tar.gz", hash = "sha256:5837b58e9f6ebd335b0f8060eecce69b662415b16dc503883a02f45dfeb14857"}, {file = "pytest_cov-5.0.0-py3-none-any.whl", hash = "sha256:4f0764a1219df53214206bf1feea4633c3b558a2925c8b59f144f682861ce652"}, @@ -2685,6 +2818,7 @@ version = "0.7.0" description = "Pytest Plugin to disable socket calls during tests" optional = false python-versions = ">=3.8,<4.0" +groups = ["test"] files = [ {file = "pytest_socket-0.7.0-py3-none-any.whl", hash = "sha256:7e0f4642177d55d317bbd58fc68c6bd9048d6eadb2d46a89307fa9221336ce45"}, {file = "pytest_socket-0.7.0.tar.gz", hash = "sha256:71ab048cbbcb085c15a4423b73b619a8b35d6a307f46f78ea46be51b1b7e11b3"}, @@ -2699,6 +2833,7 @@ version = "2.3.1" description = "pytest plugin to abort hanging tests" optional = false python-versions = ">=3.7" +groups = ["test"] files = [ {file = "pytest-timeout-2.3.1.tar.gz", hash = "sha256:12397729125c6ecbdaca01035b9e5239d4db97352320af155b3f5de1ba5165d9"}, {file = "pytest_timeout-2.3.1-py3-none-any.whl", hash = "sha256:68188cb703edfc6a18fad98dc25a3c61e9f24d644b0b70f33af545219fc7813e"}, @@ -2713,6 +2848,7 @@ version = "2.9.0.post0" description = "Extensions to the standard Python datetime module" optional = false python-versions = "!=3.0.*,!=3.1.*,!=3.2.*,>=2.7" +groups = ["dev"] files = [ {file = "python-dateutil-2.9.0.post0.tar.gz", hash = "sha256:37dd54208da7e1cd875388217d5e00ebd4179249f90fb72437e91a35459a0ad3"}, {file = "python_dateutil-2.9.0.post0-py2.py3-none-any.whl", hash = "sha256:a8b2bc7bffae282281c8140a97d3aa9c14da0b136dfe83f850eea9a5f7470427"}, @@ -2727,6 +2863,7 @@ version = "3.3.0" description = "JSON Log Formatter for the Python Logging Package" optional = false python-versions = ">=3.8" +groups = ["dev"] files = [ {file = "python_json_logger-3.3.0-py3-none-any.whl", hash = "sha256:dd980fae8cffb24c13caf6e158d3d61c0d6d22342f932cb6e9deedab3d35eec7"}, {file = "python_json_logger-3.3.0.tar.gz", hash = "sha256:12b7e74b17775e7d565129296105bbe3910842d9d0eb083fc83a6a617aa8df84"}, @@ -2736,7 +2873,7 @@ files = [ typing_extensions = {version = "*", markers = "python_version < \"3.10\""} [package.extras] -dev = ["backports.zoneinfo", "black", "build", "freezegun", "mdx_truly_sane_lists", "mike", "mkdocs", "mkdocs-awesome-pages-plugin", "mkdocs-gen-files", "mkdocs-literate-nav", "mkdocs-material (>=8.5)", "mkdocstrings[python]", "msgspec", "mypy", "orjson", "pylint", "pytest", "tzdata", "validate-pyproject[all]"] +dev = ["backports.zoneinfo ; python_version < \"3.9\"", "black", "build", "freezegun", "mdx_truly_sane_lists", "mike", "mkdocs", "mkdocs-awesome-pages-plugin", "mkdocs-gen-files", "mkdocs-literate-nav", "mkdocs-material (>=8.5)", "mkdocstrings[python]", "msgspec ; implementation_name != \"pypy\"", "mypy", "orjson ; implementation_name != \"pypy\"", "pylint", "pytest", "tzdata", "validate-pyproject[all]"] [[package]] name = "pywin32" @@ -2744,6 +2881,8 @@ version = "310" description = "Python for Window Extensions" optional = false python-versions = "*" +groups = ["dev"] +markers = "sys_platform == \"win32\" and platform_python_implementation != \"PyPy\"" files = [ {file = "pywin32-310-cp310-cp310-win32.whl", hash = "sha256:6dd97011efc8bf51d6793a82292419eba2c71cf8e7250cfac03bba284454abc1"}, {file = "pywin32-310-cp310-cp310-win_amd64.whl", hash = "sha256:c3e78706e4229b915a0821941a84e7ef420bf2b77e08c9dae3c76fd03fd2ae3d"}, @@ -2769,6 +2908,8 @@ version = "2.0.15" description = "Pseudo terminal support for Windows from Python." optional = false python-versions = ">=3.9" +groups = ["dev"] +markers = "os_name == \"nt\"" files = [ {file = "pywinpty-2.0.15-cp310-cp310-win_amd64.whl", hash = "sha256:8e7f5de756a615a38b96cd86fa3cd65f901ce54ce147a3179c45907fa11b4c4e"}, {file = "pywinpty-2.0.15-cp311-cp311-win_amd64.whl", hash = "sha256:9a6bcec2df2707aaa9d08b86071970ee32c5026e10bcc3cc5f6f391d85baf7ca"}, @@ -2785,6 +2926,7 @@ version = "6.0.2" description = "YAML parser and emitter for Python" optional = false python-versions = ">=3.8" +groups = ["main", "dev", "test"] files = [ {file = "PyYAML-6.0.2-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:0a9a2848a5b7feac301353437eb7d5957887edbf81d56e903999a75a3d743086"}, {file = "PyYAML-6.0.2-cp310-cp310-macosx_11_0_arm64.whl", hash = "sha256:29717114e51c84ddfba879543fb232a6ed60086602313ca38cce623c1d62cfbf"}, @@ -2847,6 +2989,7 @@ version = "26.4.0" description = "Python bindings for 0MQ" optional = false python-versions = ">=3.8" +groups = ["dev"] files = [ {file = "pyzmq-26.4.0-cp310-cp310-macosx_10_15_universal2.whl", hash = "sha256:0329bdf83e170ac133f44a233fc651f6ed66ef8e66693b5af7d54f45d1ef5918"}, {file = "pyzmq-26.4.0-cp310-cp310-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:398a825d2dea96227cf6460ce0a174cf7657d6f6827807d4d1ae9d0f9ae64315"}, @@ -2952,6 +3095,7 @@ version = "0.36.2" description = "JSON Referencing + Python" optional = false python-versions = ">=3.9" +groups = ["dev"] files = [ {file = "referencing-0.36.2-py3-none-any.whl", hash = "sha256:e8699adbbf8b5c7de96d8ffa0eb5c158b3beafce084968e2ea8bb08c6794dcd0"}, {file = "referencing-0.36.2.tar.gz", hash = "sha256:df2e89862cd09deabbdba16944cc3f10feb6b3e6f18e902f7cc25609a34775aa"}, @@ -2968,6 +3112,7 @@ version = "2.32.3" description = "Python HTTP for Humans." optional = false python-versions = ">=3.8" +groups = ["main", "dev", "test"] files = [ {file = "requests-2.32.3-py3-none-any.whl", hash = "sha256:70761cfe03c773ceb22aa2f671b4757976145175cdfca038c02654d061d6dcc6"}, {file = "requests-2.32.3.tar.gz", hash = "sha256:55365417734eb18255590a9ff9eb97e9e1da868d4ccd6402399eaf68af20a760"}, @@ -2989,6 +3134,7 @@ version = "1.0.0" description = "A utility belt for advanced users of python-requests" optional = false python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*" +groups = ["main", "test"] files = [ {file = "requests-toolbelt-1.0.0.tar.gz", hash = "sha256:7681a0a3d047012b5bdc0ee37d7f8f07ebe76ab08caeccfc3921ce23c88d5bc6"}, {file = "requests_toolbelt-1.0.0-py2.py3-none-any.whl", hash = "sha256:cccfdd665f0a24fcf4726e690f65639d272bb0637b9b92dfd91a5568ccf6bd06"}, @@ -3003,6 +3149,7 @@ version = "0.1.4" description = "A pure python RFC3339 validator" optional = false python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*, !=3.4.*" +groups = ["dev"] files = [ {file = "rfc3339_validator-0.1.4-py2.py3-none-any.whl", hash = "sha256:24f6ec1eda14ef823da9e36ec7113124b39c04d50a4d3d3a3c2859577e7791fa"}, {file = "rfc3339_validator-0.1.4.tar.gz", hash = "sha256:138a2abdf93304ad60530167e51d2dfb9549521a836871b88d7f4695d0022f6b"}, @@ -3017,6 +3164,7 @@ version = "0.1.1" description = "Pure python rfc3986 validator" optional = false python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*, !=3.4.*" +groups = ["dev"] files = [ {file = "rfc3986_validator-0.1.1-py2.py3-none-any.whl", hash = "sha256:2f235c432ef459970b4306369336b9d5dbdda31b510ca1e327636e01f528bfa9"}, {file = "rfc3986_validator-0.1.1.tar.gz", hash = "sha256:3d44bde7921b3b9ec3ae4e3adca370438eccebc676456449b145d533b240d055"}, @@ -3028,6 +3176,7 @@ version = "0.24.0" description = "Python bindings to Rust's persistent data structures (rpds)" optional = false python-versions = ">=3.9" +groups = ["dev"] files = [ {file = "rpds_py-0.24.0-cp310-cp310-macosx_10_12_x86_64.whl", hash = "sha256:006f4342fe729a368c6df36578d7a348c7c716be1da0a1a0f86e3021f8e98724"}, {file = "rpds_py-0.24.0-cp310-cp310-macosx_11_0_arm64.whl", hash = "sha256:2d53747da70a4e4b17f559569d5f9506420966083a31c5fbd84e764461c4444b"}, @@ -3151,6 +3300,8 @@ version = "4.9.1" description = "Pure-Python RSA implementation" optional = true python-versions = "<4,>=3.6" +groups = ["main"] +markers = "extra == \"gcs\"" files = [ {file = "rsa-4.9.1-py3-none-any.whl", hash = "sha256:68635866661c6836b8d39430f97a996acbd61bfa49406748ea243539fe239762"}, {file = "rsa-4.9.1.tar.gz", hash = "sha256:e7bdbfdb5497da4c07dfd35530e1a902659db6ff241e39d9953cad06ebd0ae75"}, @@ -3165,6 +3316,7 @@ version = "0.1.15" description = "An extremely fast Python linter and code formatter, written in Rust." optional = false python-versions = ">=3.7" +groups = ["lint"] files = [ {file = "ruff-0.1.15-py3-none-macosx_10_12_x86_64.macosx_11_0_arm64.macosx_10_12_universal2.whl", hash = "sha256:5fe8d54df166ecc24106db7dd6a68d44852d14eb0729ea4672bb4d96c320b7df"}, {file = "ruff-0.1.15-py3-none-macosx_10_12_x86_64.whl", hash = "sha256:6f0bfbb53c4b4de117ac4d6ddfd33aa5fc31beeaa21d23c45c6dd249faf9126f"}, @@ -3191,15 +3343,16 @@ version = "1.8.3" description = "Send file to trash natively under Mac OS X, Windows and Linux" optional = false python-versions = "!=3.0.*,!=3.1.*,!=3.2.*,!=3.3.*,!=3.4.*,!=3.5.*,>=2.7" +groups = ["dev"] files = [ {file = "Send2Trash-1.8.3-py3-none-any.whl", hash = "sha256:0c31227e0bd08961c7665474a3d1ef7193929fedda4233843689baa056be46c9"}, {file = "Send2Trash-1.8.3.tar.gz", hash = "sha256:b18e7a3966d99871aefeb00cfbcfdced55ce4871194810fc71f4aa484b953abf"}, ] [package.extras] -nativelib = ["pyobjc-framework-Cocoa", "pywin32"] -objc = ["pyobjc-framework-Cocoa"] -win32 = ["pywin32"] +nativelib = ["pyobjc-framework-Cocoa ; sys_platform == \"darwin\"", "pywin32 ; sys_platform == \"win32\""] +objc = ["pyobjc-framework-Cocoa ; sys_platform == \"darwin\""] +win32 = ["pywin32 ; sys_platform == \"win32\""] [[package]] name = "six" @@ -3207,6 +3360,7 @@ version = "1.17.0" description = "Python 2 and 3 compatibility utilities" optional = false python-versions = "!=3.0.*,!=3.1.*,!=3.2.*,>=2.7" +groups = ["dev"] files = [ {file = "six-1.17.0-py2.py3-none-any.whl", hash = "sha256:4721f391ed90541fddacab5acf947aa0d3dc7d27b2e1e8eda2be8970586c3274"}, {file = "six-1.17.0.tar.gz", hash = "sha256:ff70335d468e7eb6ec65b95b99d3a2836546063f63acc5171de367e834932a81"}, @@ -3218,6 +3372,7 @@ version = "1.3.1" description = "Sniff out which async library your code is running under" optional = false python-versions = ">=3.7" +groups = ["main", "dev", "test"] files = [ {file = "sniffio-1.3.1-py3-none-any.whl", hash = "sha256:2f6da418d1f1e0fddd844478f41680e794e6051915791a034ff65e5f100525a2"}, {file = "sniffio-1.3.1.tar.gz", hash = "sha256:f4324edc670a0f49750a81b895f35c3adb843cca46f0530f79fc1babb23789dc"}, @@ -3229,6 +3384,7 @@ version = "2.7" description = "A modern CSS selector implementation for Beautiful Soup." optional = false python-versions = ">=3.8" +groups = ["dev"] files = [ {file = "soupsieve-2.7-py3-none-any.whl", hash = "sha256:6e60cc5c1ffaf1cebcc12e8188320b72071e922c2e897f737cadce79ad5d30c4"}, {file = "soupsieve-2.7.tar.gz", hash = "sha256:ad282f9b6926286d2ead4750552c8a6142bc4c783fd66b0293547c8fe6ae126a"}, @@ -3240,6 +3396,7 @@ version = "2.0.40" description = "Database Abstraction Library" optional = false python-versions = ">=3.7" +groups = ["main"] files = [ {file = "SQLAlchemy-2.0.40-cp37-cp37m-macosx_10_9_x86_64.whl", hash = "sha256:ae9597cab738e7cc823f04a704fb754a9249f0b6695a6aeb63b74055cd417a96"}, {file = "SQLAlchemy-2.0.40-cp37-cp37m-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:37a5c21ab099a83d669ebb251fddf8f5cee4d75ea40a5a1653d9c43d60e20867"}, @@ -3335,6 +3492,7 @@ version = "0.6.3" description = "Extract data from python stack frames and tracebacks for informative displays" optional = false python-versions = "*" +groups = ["dev"] files = [ {file = "stack_data-0.6.3-py3-none-any.whl", hash = "sha256:d5558e0c25a4cb0853cddad3d77da9891a08cb85dd9f9f91b9f8cd66e511e695"}, {file = "stack_data-0.6.3.tar.gz", hash = "sha256:836a778de4fec4dcd1dcd89ed8abff8a221f58308462e1c4aa2a3cf30148f0b9"}, @@ -3354,6 +3512,7 @@ version = "4.9.1" description = "Pytest Snapshot Test Utility" optional = false python-versions = ">=3.8.1" +groups = ["test"] files = [ {file = "syrupy-4.9.1-py3-none-any.whl", hash = "sha256:b94cc12ed0e5e75b448255430af642516842a2374a46936dd2650cfb6dd20eda"}, {file = "syrupy-4.9.1.tar.gz", hash = "sha256:b7d0fcadad80a7d2f6c4c71917918e8ebe2483e8c703dfc8d49cdbb01081f9a4"}, @@ -3368,6 +3527,7 @@ version = "9.1.2" description = "Retry code until it succeeds" optional = false python-versions = ">=3.9" +groups = ["main", "test"] files = [ {file = "tenacity-9.1.2-py3-none-any.whl", hash = "sha256:f77bf36710d8b73a50b2dd155c97b870017ad21afe6ab300326b0371b3b05138"}, {file = "tenacity-9.1.2.tar.gz", hash = "sha256:1169d376c297e7de388d18b4481760d478b0e99a777cad3a9c86e556f4b697cb"}, @@ -3383,6 +3543,7 @@ version = "0.18.1" description = "Tornado websocket backend for the Xterm.js Javascript terminal emulator library." optional = false python-versions = ">=3.8" +groups = ["dev"] files = [ {file = "terminado-0.18.1-py3-none-any.whl", hash = "sha256:a4468e1b37bb318f8a86514f65814e1afc977cf29b3992a4500d9dd305dcceb0"}, {file = "terminado-0.18.1.tar.gz", hash = "sha256:de09f2c4b85de4765f7714688fff57d3e75bad1f909b589fde880460c753fd2e"}, @@ -3404,6 +3565,7 @@ version = "1.4.0" description = "A tiny CSS parser" optional = false python-versions = ">=3.8" +groups = ["dev"] files = [ {file = "tinycss2-1.4.0-py3-none-any.whl", hash = "sha256:3a49cf47b7675da0b15d0c6e1df8df4ebd96e9394bb905a5775adb0d884c5289"}, {file = "tinycss2-1.4.0.tar.gz", hash = "sha256:10c0972f6fc0fbee87c3edb76549357415e94548c1ae10ebccdea16fb404a9b7"}, @@ -3422,6 +3584,7 @@ version = "2.2.1" description = "A lil' TOML parser" optional = false python-versions = ">=3.8" +groups = ["dev", "test", "typing"] files = [ {file = "tomli-2.2.1-cp311-cp311-macosx_10_9_x86_64.whl", hash = "sha256:678e4fa69e4575eb77d103de3df8a895e1591b48e740211bd1067378c69e8249"}, {file = "tomli-2.2.1-cp311-cp311-macosx_11_0_arm64.whl", hash = "sha256:023aa114dd824ade0100497eb2318602af309e5a55595f76b626d6d9f3b7b0a6"}, @@ -3456,6 +3619,7 @@ files = [ {file = "tomli-2.2.1-py3-none-any.whl", hash = "sha256:cb55c73c5f4408779d0cf3eef9f762b9c9f147a77de7b258bef0a5628adc85cc"}, {file = "tomli-2.2.1.tar.gz", hash = "sha256:cd45e1dc79c835ce60f7404ec8119f2eb06d38b1deba146f07ced3bbc44505ff"}, ] +markers = {dev = "python_version < \"3.11\"", test = "python_full_version <= \"3.11.0a6\"", typing = "python_version < \"3.11\""} [[package]] name = "tornado" @@ -3463,6 +3627,7 @@ version = "6.4.2" description = "Tornado is a Python web framework and asynchronous networking library, originally developed at FriendFeed." optional = false python-versions = ">=3.8" +groups = ["dev"] files = [ {file = "tornado-6.4.2-cp38-abi3-macosx_10_9_universal2.whl", hash = "sha256:e828cce1123e9e44ae2a50a9de3055497ab1d0aeb440c5ac23064d9e44880da1"}, {file = "tornado-6.4.2-cp38-abi3-macosx_10_9_x86_64.whl", hash = "sha256:072ce12ada169c5b00b7d92a99ba089447ccc993ea2143c9ede887e0937aa803"}, @@ -3483,6 +3648,7 @@ version = "5.14.3" description = "Traitlets Python configuration system" optional = false python-versions = ">=3.8" +groups = ["dev"] files = [ {file = "traitlets-5.14.3-py3-none-any.whl", hash = "sha256:b74e89e397b1ed28cc831db7aea759ba6640cb3de13090ca145426688ff1ac4f"}, {file = "traitlets-5.14.3.tar.gz", hash = "sha256:9ed0579d3502c94b4b3732ac120375cda96f923114522847de4b3bb98b96b6b7"}, @@ -3498,6 +3664,7 @@ version = "2.9.0.20241206" description = "Typing stubs for python-dateutil" optional = false python-versions = ">=3.8" +groups = ["dev"] files = [ {file = "types_python_dateutil-2.9.0.20241206-py3-none-any.whl", hash = "sha256:e248a4bc70a486d3e3ec84d0dc30eec3a5f979d6e7ee4123ae043eedbb987f53"}, {file = "types_python_dateutil-2.9.0.20241206.tar.gz", hash = "sha256:18f493414c26ffba692a72369fea7a154c502646301ebfe3d56a04b3767284cb"}, @@ -3509,6 +3676,7 @@ version = "2.32.0.20250328" description = "Typing stubs for requests" optional = false python-versions = ">=3.9" +groups = ["main"] files = [ {file = "types_requests-2.32.0.20250328-py3-none-any.whl", hash = "sha256:72ff80f84b15eb3aa7a8e2625fffb6a93f2ad5a0c20215fc1dcfa61117bcb2a2"}, {file = "types_requests-2.32.0.20250328.tar.gz", hash = "sha256:c9e67228ea103bd811c96984fac36ed2ae8da87a36a633964a21f199d60baf32"}, @@ -3523,6 +3691,7 @@ version = "4.13.2" description = "Backported and Experimental Type Hints for Python 3.8+" optional = false python-versions = ">=3.8" +groups = ["main", "dev", "test", "typing"] files = [ {file = "typing_extensions-4.13.2-py3-none-any.whl", hash = "sha256:a439e7c04b49fec3e5d3e2beaa21755cadbbdc391694e28ccdd36ca4a1408f8c"}, {file = "typing_extensions-4.13.2.tar.gz", hash = "sha256:e6c81219bd689f51865d9e372991c540bda33a0379d5573cddb9a3a23f7caaef"}, @@ -3534,6 +3703,7 @@ version = "0.4.0" description = "Runtime typing introspection tools" optional = false python-versions = ">=3.9" +groups = ["main", "test"] files = [ {file = "typing_inspection-0.4.0-py3-none-any.whl", hash = "sha256:50e72559fcd2a6367a19f7a7e610e6afcb9fac940c650290eed893d61386832f"}, {file = "typing_inspection-0.4.0.tar.gz", hash = "sha256:9765c87de36671694a67904bf2c96e395be9c6439bb6c87b5142569dcdd65122"}, @@ -3548,6 +3718,8 @@ version = "2025.2" description = "Provider of IANA time zone data" optional = false python-versions = ">=2" +groups = ["main"] +markers = "sys_platform == \"win32\"" files = [ {file = "tzdata-2025.2-py2.py3-none-any.whl", hash = "sha256:1a403fada01ff9221ca8044d701868fa132215d84beb92242d9acd2147f667a8"}, {file = "tzdata-2025.2.tar.gz", hash = "sha256:b60a638fcc0daffadf82fe0f57e53d06bdec2f36c4df66280ae79bce6bd6f2b9"}, @@ -3559,6 +3731,7 @@ version = "1.3.0" description = "RFC 6570 URI Template Processor" optional = false python-versions = ">=3.7" +groups = ["dev"] files = [ {file = "uri-template-1.3.0.tar.gz", hash = "sha256:0e00f8eb65e18c7de20d595a14336e9f337ead580c70934141624b6d1ffdacc7"}, {file = "uri_template-1.3.0-py3-none-any.whl", hash = "sha256:a44a133ea12d44a0c0f06d7d42a52d71282e77e2f937d8abd5655b8d56fc1363"}, @@ -3573,13 +3746,14 @@ version = "2.4.0" description = "HTTP library with thread-safe connection pooling, file post, and more." optional = false python-versions = ">=3.9" +groups = ["main", "dev", "test"] files = [ {file = "urllib3-2.4.0-py3-none-any.whl", hash = "sha256:4e16665048960a0900c702d4a66415956a584919c03361cac9f1df5c5dd7e813"}, {file = "urllib3-2.4.0.tar.gz", hash = "sha256:414bc6535b787febd7567804cc015fee39daab8ad86268f1310a9250697de466"}, ] [package.extras] -brotli = ["brotli (>=1.0.9)", "brotlicffi (>=0.8.0)"] +brotli = ["brotli (>=1.0.9) ; platform_python_implementation == \"CPython\"", "brotlicffi (>=0.8.0) ; platform_python_implementation != \"CPython\""] h2 = ["h2 (>=4,<5)"] socks = ["pysocks (>=1.5.6,!=1.5.7,<2.0)"] zstd = ["zstandard (>=0.18.0)"] @@ -3590,6 +3764,7 @@ version = "0.2.13" description = "Measures the displayed width of unicode strings in a terminal" optional = false python-versions = "*" +groups = ["dev"] files = [ {file = "wcwidth-0.2.13-py2.py3-none-any.whl", hash = "sha256:3da69048e4540d84af32131829ff948f1e022c1c6bdb8d6102117aac784f6859"}, {file = "wcwidth-0.2.13.tar.gz", hash = "sha256:72ea0c06399eb286d978fdedb6923a9eb47e1c486ce63e9b4e64fc18303972b5"}, @@ -3601,6 +3776,7 @@ version = "24.11.1" description = "A library for working with the color formats defined by HTML and CSS." optional = false python-versions = ">=3.9" +groups = ["dev"] files = [ {file = "webcolors-24.11.1-py3-none-any.whl", hash = "sha256:515291393b4cdf0eb19c155749a096f779f7d909f7cceea072791cb9095b92e9"}, {file = "webcolors-24.11.1.tar.gz", hash = "sha256:ecb3d768f32202af770477b8b65f318fa4f566c22948673a977b00d589dd80f6"}, @@ -3612,6 +3788,7 @@ version = "0.5.1" description = "Character encoding aliases for legacy web content" optional = false python-versions = "*" +groups = ["dev"] files = [ {file = "webencodings-0.5.1-py2.py3-none-any.whl", hash = "sha256:a0af1213f3c2226497a97e2b3aa01a7e4bee4f403f95be16fc9acd2947514a78"}, {file = "webencodings-0.5.1.tar.gz", hash = "sha256:b36a1c245f2d304965eb4e0a82848379241dc04b865afcc4aab16748587e1923"}, @@ -3623,6 +3800,7 @@ version = "1.8.0" description = "WebSocket client for Python with low level API options" optional = false python-versions = ">=3.8" +groups = ["dev"] files = [ {file = "websocket_client-1.8.0-py3-none-any.whl", hash = "sha256:17b44cc997f5c498e809b22cdf2d9c7a9e71c02c8cc2b6c56e7c2d1239bfa526"}, {file = "websocket_client-1.8.0.tar.gz", hash = "sha256:3239df9f44da632f96012472805d40a23281a991027ce11d2f45a6f24ac4c3da"}, @@ -3639,6 +3817,7 @@ version = "0.6.2" description = "Python bindings for the Y-CRDT built from yrs (Rust)" optional = false python-versions = "*" +groups = ["dev"] files = [ {file = "y_py-0.6.2-cp310-cp310-macosx_10_7_x86_64.whl", hash = "sha256:c26bada6cd109095139237a46f50fc4308f861f0d304bc9e70acbc6c4503d158"}, {file = "y_py-0.6.2-cp310-cp310-macosx_10_9_x86_64.macosx_11_0_arm64.macosx_10_9_universal2.whl", hash = "sha256:bae1b1ad8d2b8cf938a60313f8f7461de609621c5dcae491b6e54975f76f83c5"}, @@ -3722,6 +3901,7 @@ version = "0.8.4" description = "WebSocket connector for Ypy" optional = false python-versions = ">=3.7" +groups = ["dev"] files = [ {file = "ypy_websocket-0.8.4-py3-none-any.whl", hash = "sha256:b1ba0dfcc9762f0ca168d2378062d3ca1299d39076b0f145d961359121042be5"}, {file = "ypy_websocket-0.8.4.tar.gz", hash = "sha256:43a001473f5c8abcf182f603049cf305cbc855ad8deaa9dfa0f3b5a7cea9d0ff"}, @@ -3741,17 +3921,19 @@ version = "3.21.0" description = "Backport of pathlib-compatible object wrapper for zip files" optional = false python-versions = ">=3.9" +groups = ["dev"] +markers = "python_version < \"3.10\"" files = [ {file = "zipp-3.21.0-py3-none-any.whl", hash = "sha256:ac1bbe05fd2991f160ebce24ffbac5f6d11d83dc90891255885223d42b3cd931"}, {file = "zipp-3.21.0.tar.gz", hash = "sha256:2c9958f6430a2040341a52eb608ed6dd93ef4392e02ffe219417c1b28b5dd1f4"}, ] [package.extras] -check = ["pytest-checkdocs (>=2.4)", "pytest-ruff (>=0.2.1)"] +check = ["pytest-checkdocs (>=2.4)", "pytest-ruff (>=0.2.1) ; sys_platform != \"cygwin\""] cover = ["pytest-cov"] doc = ["furo", "jaraco.packaging (>=9.3)", "jaraco.tidelift (>=1.4)", "rst.linker (>=1.9)", "sphinx (>=3.5)", "sphinx-lint"] enabler = ["pytest-enabler (>=2.2)"] -test = ["big-O", "importlib-resources", "jaraco.functools", "jaraco.itertools", "jaraco.test", "more-itertools", "pytest (>=6,!=8.1.*)", "pytest-ignore-flaky"] +test = ["big-O", "importlib-resources ; python_version < \"3.9\"", "jaraco.functools", "jaraco.itertools", "jaraco.test", "more-itertools", "pytest (>=6,!=8.1.*)", "pytest-ignore-flaky"] type = ["pytest-mypy"] [[package]] @@ -3760,6 +3942,7 @@ version = "0.23.0" description = "Zstandard bindings for Python" optional = false python-versions = ">=3.8" +groups = ["main", "test"] files = [ {file = "zstandard-0.23.0-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:bf0a05b6059c0528477fba9054d09179beb63744355cab9f38059548fedd46a9"}, {file = "zstandard-0.23.0-cp310-cp310-macosx_11_0_arm64.whl", hash = "sha256:fc9ca1c9718cb3b06634c7c8dec57d24e9438b2aa9a0f02b8bb36bf478538880"}, @@ -3870,6 +4053,6 @@ cffi = ["cffi (>=1.11)"] gcs = ["google-cloud-storage"] [metadata] -lock-version = "2.0" +lock-version = "2.1" python-versions = "^3.9" content-hash = "8333c9254faa01f83ecbe1f32d9b56b65ae87c3edaae440ed348d4796346f9fd" From 92663b91bd5a90daa89146863f3cf804e8038e73 Mon Sep 17 00:00:00 2001 From: Disha Prakash Date: Thu, 8 May 2025 21:33:16 +0000 Subject: [PATCH 15/19] Upgrade poetry version in github actions workflow --- .github/workflows/_test.yml | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/.github/workflows/_test.yml b/.github/workflows/_test.yml index 38b8ca1..a09a4db 100644 --- a/.github/workflows/_test.yml +++ b/.github/workflows/_test.yml @@ -9,7 +9,7 @@ on: description: "From which folder this pipeline executes" env: - POETRY_VERSION: "1.7.1" + POETRY_VERSION: "2.1.1" jobs: build: From 5c35c6f9858517c47e786750905df08c7e0f8b68 Mon Sep 17 00:00:00 2001 From: Disha Prakash Date: Thu, 8 May 2025 21:36:38 +0000 Subject: [PATCH 16/19] Upgrade poetry version in github actions workflow --- .github/workflows/ci.yml | 4 ++-- 1 file changed, 2 insertions(+), 2 deletions(-) diff --git a/.github/workflows/ci.yml b/.github/workflows/ci.yml index 0cb55d2..2a27b01 100644 --- a/.github/workflows/ci.yml +++ b/.github/workflows/ci.yml @@ -18,7 +18,7 @@ concurrency: cancel-in-progress: true env: - POETRY_VERSION: "1.7.1" + POETRY_VERSION: "2.1.1" WORKDIR: "." jobs: @@ -89,7 +89,7 @@ jobs: shell: bash run: | echo "Running tests, installing dependencies with poetry..." - poetry install --with test,lint,typing,docs + poetry install --with test,lint,typing,docs --extras gcs - name: Run tests run: make test env: From a5399a4a6c562864378f39490868cea30f27faeb Mon Sep 17 00:00:00 2001 From: Disha Prakash Date: Thu, 8 May 2025 21:47:14 +0000 Subject: [PATCH 17/19] Fix test --- tests/unit_tests/v2/test_pg_vectorstore_search.py | 4 ++-- 1 file changed, 2 insertions(+), 2 deletions(-) diff --git a/tests/unit_tests/v2/test_pg_vectorstore_search.py b/tests/unit_tests/v2/test_pg_vectorstore_search.py index cebeb0d..1216639 100644 --- a/tests/unit_tests/v2/test_pg_vectorstore_search.py +++ b/tests/unit_tests/v2/test_pg_vectorstore_search.py @@ -225,9 +225,9 @@ async def test_asimilarity_search_image( results = await image_vs.asimilarity_search_image(image_uris[0], k=1) assert len(results) == 1 assert results[0].metadata["image_uri"] == image_uris[0] - results = await image_vs.asimilarity_search_image(image_uris[3], k=1) + results = await image_vs.asimilarity_search_image(image_uris[2], k=1) assert len(results) == 1 - assert results[0].metadata["image_uri"] == image_uris[3] + assert results[0].metadata["image_uri"] == image_uris[2] async def test_similarity_search_with_relevance_scores_threshold_cosine( self, vs: PGVectorStore From 477a038e832b75f22ae9ec8b3e53a6451a8bf005 Mon Sep 17 00:00:00 2001 From: Disha Prakash Date: Thu, 8 May 2025 21:49:17 +0000 Subject: [PATCH 18/19] Fix test --- tests/unit_tests/v2/test_async_pg_vectorstore_search.py | 4 ++-- 1 file changed, 2 insertions(+), 2 deletions(-) diff --git a/tests/unit_tests/v2/test_async_pg_vectorstore_search.py b/tests/unit_tests/v2/test_async_pg_vectorstore_search.py index 4cced65..5e4d626 100644 --- a/tests/unit_tests/v2/test_async_pg_vectorstore_search.py +++ b/tests/unit_tests/v2/test_async_pg_vectorstore_search.py @@ -354,9 +354,9 @@ async def test_asimilarity_search_image( results = await image_vs.asimilarity_search_image(image_uris[0], k=1) assert len(results) == 1 assert results[0].metadata["image_uri"] == image_uris[0] - results = await image_vs.asimilarity_search_image(image_uris[3], k=1) + results = await image_vs.asimilarity_search_image(image_uris[2], k=1) assert len(results) == 1 - assert results[0].metadata["image_uri"] == image_uris[3] + assert results[0].metadata["image_uri"] == image_uris[2] async def test_similarity_search_image( self, image_vs: AsyncPGVectorStore, image_uris: list[str] From 7532fdf41916f30b68e678502f9691e0b181ab06 Mon Sep 17 00:00:00 2001 From: Disha Prakash Date: Sat, 17 May 2025 00:52:24 +0000 Subject: [PATCH 19/19] review changes --- langchain_postgres/v2/async_vectorstore.py | 19 ++++++++++++------- 1 file changed, 12 insertions(+), 7 deletions(-) diff --git a/langchain_postgres/v2/async_vectorstore.py b/langchain_postgres/v2/async_vectorstore.py index e400402..9ee5ef0 100644 --- a/langchain_postgres/v2/async_vectorstore.py +++ b/langchain_postgres/v2/async_vectorstore.py @@ -4,13 +4,12 @@ import base64 import copy import json -import re import uuid from typing import Any, Callable, Iterable, Optional, Sequence +from urllib.parse import urlparse import numpy as np import requests -from google.cloud import storage # type: ignore from langchain_core.documents import Document from langchain_core.embeddings import Embeddings from langchain_core.vectorstores import VectorStore, utils @@ -371,16 +370,22 @@ async def aadd_documents( def _encode_image(self, uri: str) -> str: """Get base64 string from a image URI.""" - gcs_uri = re.match("gs://(.*?)/(.*)", uri) - if gcs_uri: - bucket_name, object_name = gcs_uri.groups() + if uri.startswith("gs://"): + from google.cloud import storage # type: ignore + + path_without_prefix = uri[len("gs://") :] + parts = path_without_prefix.split("/", 1) + bucket_name = parts[0] + object_name = "" # Default for bucket root if no object specified + if len(parts) == 2: + object_name = parts[1] storage_client = storage.Client() bucket = storage_client.bucket(bucket_name) blob = bucket.blob(object_name) return base64.b64encode(blob.download_as_bytes()).decode("utf-8") - web_uri = re.match(r"^(https?://).*", uri) - if web_uri: + parsed_uri = urlparse(uri) + if parsed_uri.scheme in ["http", "https"]: response = requests.get(uri, stream=True) response.raise_for_status() return base64.b64encode(response.content).decode("utf-8")