update python SDK

README.rst

@@ -1,112 +1,84 @@
-===================
+=====================
 Scale AI | Python SDK
-===================
-
+=====================
 
 Installation
-============
+____________
+
 .. code-block:: bash
 
     $ pip install --upgrade scaleapi
-    
+
 Note: We strongly suggest using `scaleapi` with Python version 2.7.9 or greater due to SSL issues with prior versions.
 
 Usage
-=====
+_____
+
 .. code-block:: python
 
     import scaleapi
     client = scaleapi.ScaleClient('YOUR_API_KEY_HERE')
 
 Tasks
-=====
+_____
 
-Most of these methods will return a ``scaleapi.Task`` object, which will contain information
+Most of these methods will return a `scaleapi.Task` object, which will contain information
 about the json response (task_id, status...).
 
-Any parameter available in the documentation_ can be passed as an argument option with the corresponding type.
+Any parameter available in the documentation\_ can be passed as an argument option with the corresponding type.
 
-.. _documentation: https://scale.com/docs
+.. \_documentation: https://docs.scale.com/reference#task-object
 
 The following endpoints for tasks are available:
 
-Create Categorization Task
-==========================
+Create Task
+^^^^^^^^^^^
 
-Check `this`__ for further information.
+This method can be used for any Scale supported task type using the following format:
+`client.create_{{Task Type}}_task(...)` and passing the applicable values into the function definition. The applicable fields and further information for each task type can be found in scales API docs `here`\_\_ for further information.
 
-__ https://scale.com/docs/#create-categorization-task
-
-.. code-block:: python
-
-    task = client.create_categorization_task(
-      callback_url = 'http://www.example.com/callback',
-      instruction = 'Is this company public or private?',
-      attachment_type = 'website',
-      attachment = 'http://www.google.com/',
-      categories = ['public', 'private']
-    )
-
-Create Image Annotation Task
-======================
-
-Check `this`__ for further information.
-
-__ https://docs.scale.com/reference#general-image-annotation
+\_\_ hhttps://docs.scale.com/reference#general-image-annotation
 
 .. code-block:: python
 
     client.create_imageannotation_task(
-      callback_url = 'http://www.example.com/callback',
-      instruction= 'Draw a box around each baby cow and big cow.',
-      attachment_type = "image",
-      attachment = "http://i.imgur.com/v4cBreD.jpg",
-      geometries = {
-        "box": {
-          "objects_to_annotate: ["Baby Cow", "Big Cow"],
-          "min_height": 10,
-          "min_width": 10
+        project = 'test_project',
+        callback_url = "http://www.example.com/callback",
+        instruction= "Draw a box around each baby cow and big cow.",
+        attachment_type = "image",
+        attachment = "http://i.imgur.com/v4cBreD.jpg",
+        geometries = {
+            "box": {
+              "objects_to_annotate": ["Baby Cow", "Big Cow"],
+              "min_height": 10,
+              "min_width": 10
+            }
         }
-      }
     )
 
 Retrieve task
-=============
+^^^^^^^^^^^^^
 
-Check `this`__ for further information.
+Check `this`\_\_ for further information.
 
-__ https://docs.scale.com/reference#retrieve-tasks
+\_\_ https://docs.scale.com/reference#retrieve-tasks
 
 Retrieve a task given its id.
 
 .. code-block :: python
 
     task = client.fetch_task('asdfasdfasdfasdfasdfasdf')
-    task.id == 'asdfasdfasdfasdfasdfasdf' # true
+    print(task.status)  // Task status ('pending', 'completed', 'error', 'canceled')
+    print(task.response) // If task is complete
 
-Cancel task
-===========
+List Tasks
+^^^^^^^^^^
 
-Check `this`__ for further information.
+Check `this`\_\_ for further information.
 
-__ https://docs.scale.com/reference#cancel-task
+\_\_ https://docs.scale.com/reference#list-multiple-tasks
 
-Cancel a task given its id, only if it's not completed.
-
-.. code-block :: python
-
-    task = client.cancel_task('asdfasdfasdfasdfasdfasdf')
-
-List tasks
-==========
-
-Check `this`__ for further information.
-
-__ https://docs.scale.com/reference#list-multiple-tasks
-
-Retrieve a list of tasks, with optional filter by date/type. Paginated with limit/offset.
-The return value is a ``scaleapi.Tasklist``, which acts as a list, but also has fields
-for the total number of tasks, the limit and offset, and whether or not there's more.
+Retrieve a list of tasks, with optional filter by stand and end date/type. Paginated with `next_token`. The return value is a `scaleapi.Tasklist`, which acts as a list, but also has fields for the total number of tasks, the limit and offset, and whether or not there's more.
 
 .. code-block :: python
 
@@ -122,18 +94,174 @@ for the total number of tasks, the limit and offset, and whether or not there's
         )
         for task in tasks:
             counter += 1
-            print(f'Downloading Task {counter} | {task.task_id}')
+            print('Downloading Task %s | %s' % (counter, task.task_id))
             all_tasks.append(task.__dict__['param_dict'])
         next_token = tasks.next_token
         if next_token is None:
             break
     print(all_tasks)
 
+Cancel Task
+^^^^^^^^^^^
+
+Check `this`\_\_ for further information.
+
+\_\_ https://docs.scale.com/reference#cancel-task
+
+Cancel a task given its id if work has not stared on the task (task status is "que).
+
+.. code-block :: python
+
+    task = client.cancel_task('asdfasdfasdfasdfasdfasdf')
+
+Batches
+_______
+
+Create Batch
+^^^^^^^^^^^^
+
+Check `this`\_\_ for further information.
+
+\_\_ https://docs.scale.com/reference#batch-creation
+
+.. code-block:: python
+
+    client.create_batch(
+        project = 'test_project',
+        callback = "http://www.example.com/callback",
+        name = 'batch_name_01_07_2021'
+    )
+
+Finalize Batceh
+^^^^^^^^^^^^^^^
+
+Check `this`\_\_ for further information.
+
+\_\_ https://docs.scale.com/reference#batch-finalization
+
+.. code-block:: python
+
+    client.create_batch(batch_name = 'batch_name_01_07_2021')
+
+Check Batch Status
+^^^^^^^^^^^^^^^^^^
+
+Check `this`\_\_ for further information.
+
+\_\_ https://docs.scale.com/reference#batch-status
+
+.. code-block:: python
+
+    client.batch_status(batch_name = 'batch_name_01_07_2021')
+
+Retrieve Batch
+^^^^^^^^^^^^^^
+
+Check `this`\_\_ for further information.
+
+\_\_ https://docs.scale.com/reference#batch-retrieval
+
+.. code-block:: python
+
+    client.get_batch( batch_name = "batch_name_01_07_2021" )
+
+List Batches
+^^^^^^^^^^^^
+
+Check `this`\_\_ for further information.
+
+\_\_ https://docs.scale.com/reference#batch-list
+
+Retrieve a list of batches
+
+.. code-block :: python
+
+    next_token = None;
+    counter = 0
+    all_batchs =[]
+    while True:
+        batches = client.list_batches(
+            status = "completed"
+        )
+        for batch in batches:
+            counter += 1
+            print('Downloading Batch %s | %s | %s' % (counter, batch.name, batch.param_dict['status']))
+            all_batchs.append(batch.__dict__['param_dict'])
+        next_token = batches.next_token
+        if next_token is None:
+            break
+    print(all_batchs)
+
+Projects
+________
+
+Create Project
+^^^^^^^^^^^^^^
+
+Check `this`\_\_ for further information.
+
+\_\_ https://docs.scale.com/reference#project-creation
+
+.. code-block:: python
+
+    client.create_project(
+        project_name = 'test_project',
+        type = 'imageannotation,
+        params = {'instruction':'Please label the kittens'}
+    )
+
+Retrieve Project
+^^^^^^^^^^^^^^^^
+
+Check `this`\_\_ for further information.
+
+\_\_ https://docs.scale.com/reference#project-retrieval
+
+.. code-block:: python
+
+    client.get_projet(project_name = 'test_project')
+
+List Projects
+^^^^^^^^^^^^^
+
+This function does not take any arguments. It will return information for every project.
+Check `this`\_\_ for further information.
+
+\_\_ https://docs.scale.com/reference#batch-list
+
+Retrieve a list of batches
+
+.. code-block :: python
+
+    counter = 0
+    projects = client.projects()
+    for project in projects:
+        counter += 1
+        print('Downloading project %s | %s | %s' % (counter, project['name'], project['type']))
+
+Update Project
+^^^^^^^^^^^^^^
+
+Check `this`\_\_ for further information.
+
+\_\_ https://docs.scale.com/reference#project-update-parameters
+
+Retrieve a list of batches
+
+.. code-block :: python
+
+    data = client.update_project(
+        project_name='test_project',
+        pathc = false,
+        instruction='update: Please label all the stuff',
+
+)
+
 Error handling
-==============
+______________
 
 If something went wrong while making API calls, then exceptions will be raised automatically
-as a ``scaleapi.ScaleException``  or ``scaleapi.ScaleInvalidRequest`` runtime error. For example:
+as a `scaleapi.ScaleException` or `scaleapi.ScaleInvalidRequest` runtime error. For example:
 
 .. code-block:: python
 
@@ -144,6 +272,6 @@ as a ``scaleapi.ScaleException``  or ``scaleapi.ScaleInvalidRequest`` runtime er
         print(e.message)  # missing param X
 
 Troubleshooting
-===============
+_______________
 
 If you notice any problems, please email us at support@scale.com.