Develop

CHANGELOG.rst

@@ -6,9 +6,24 @@ History
 
 All release highlights of this project will be documented in this file.
 
-4.4.39 - November 13, 2025
+4.5.0 - December 4, 2025
 ________________________
 
+**Added**
+
+    - ``SAClient.remove_users`` Removes users from the team by their email or ID.
+    - ``SAClient.remove_users_from_project`` Removes users from a specific project by name or ID.
+
+**Updated**
+
+    - ``SAClient.get_team_metadata`` Removed users and pending_users keys from the response.
+    - ``SAClient.clone_project`` Removed users key from the response.
+    - ``SAClient.get_project_metadata`` Removed users key from the response.
+
+
+4.4.39 - November 13, 2025
+__________________________
+
 **Updated**
 
     - ``SAClient.get_item_by_id`` now supports an optional include parameter to fetch additional fields like custom_metadata and categories.

docs/source/api_reference/api_metadata.rst

@@ -18,7 +18,7 @@ Project metadata example:
      "creator_id": "admin@superannotate.com",
      "updatedAt": "2020-08-31T05:43:43.118Z",
      "createdAt": "2020-08-31T05:43:43.118Z"
-     "type": "Vector",
+     "type": "Vector", # Pixel, Video, Multimodal
      "attachment_name": None,
      "attachment_path": None,
      "entropy_status": 1,

docs/source/api_reference/api_project.rst

@@ -30,3 +30,4 @@ Projects
 .. automethod:: superannotate.SAClient.create_categories
 .. automethod:: superannotate.SAClient.list_categories
 .. automethod:: superannotate.SAClient.remove_categories
+.. automethod:: superannotate.SAClient.remove_users_from_project

docs/source/api_reference/api_team.rst

@@ -11,6 +11,7 @@ Team
 .. automethod:: superannotate.SAClient.get_user_metadata
 .. automethod:: superannotate.SAClient.set_user_custom_field
 .. automethod:: superannotate.SAClient.list_users
+.. automethod:: superannotate.SAClient.remove_users
 .. automethod:: superannotate.SAClient.pause_user_activity
 .. automethod:: superannotate.SAClient.resume_user_activity
 .. automethod:: superannotate.SAClient.get_user_scores

docs/source/userguide/quickstart.rst

@@ -101,7 +101,7 @@ To create a new "Vector" project with name "Example Project 1" and description
 
     project = "Example Project 1"
 
-    sa.create_project(project, "test", "Vector")
+    sa_client.create_project(project, "test", "Vector")
 
 ----------
 
@@ -115,7 +115,7 @@ To upload all images with extensions "jpg" or "png" from the
 
 .. code-block:: python
 
-    sa.upload_images_from_folder_to_project(project, "<local_folder_path>")
+    sa_client.upload_images_from_folder_to_project(project, "<local_folder_path>")
 
 See the full argument options for
 :py:func:`upload_images_from_folder_to_project` :ref:`here <ref_upload_images_from_folder_to_project>`.
@@ -144,19 +144,19 @@ To download the image one can use:
 
    image = "example_image1.jpg"
 
-   sa.download_image(project, image, "<path_to_local_dir>")
+   sa_client.download_image(project, image, "<path_to_local_dir>")
 
 To download image annotations:
 
 .. code-block:: python
 
-   sa.download_image_annotations(project, image, "<path_to_local_dir>")
+   sa_client.download_image_annotations(project, image, "<path_to_local_dir>")
 
 Upload back to the platform with:
 
 .. code-block:: python
 
-   sa.upload_image_annotations(project, image, "<path_to_json>")
+   sa_client.upload_image_annotations(project, image, "<path_to_json>")
 
 ---------
 
@@ -168,4 +168,4 @@ A team contributor can be invited to the team with:
 
 .. code-block:: python
 
-   sa.invite_contributors_to_team(emails=["admin@superannotate.com"], admin=False)
+   sa_client.invite_contributors_to_team(emails=["admin@superannotate.com"], admin=False)

docs/source/userguide/setup_project.rst

@@ -3,8 +3,110 @@ Setup Project
 =============
 
 
-Creating a project
-------------------
+Creating a Multimodal project
+------------------------------
+
+For Multimodal projects you **must** provide a ``form`` JSON object that
+conforms to SuperAnnotate's Multimodal form template schema. The form
+defines the project's UI layout and component behavior in the Multimodal
+Form Editor.
+
+.. code-block:: python
+
+    minimal_form = {
+        "components": [
+            {
+                "id": "component_id_0",
+                "type": "select",
+                "permissions": [],
+                "hasTooltip": False,
+                "label": "Select",
+                "isRequired": False,
+                "value": [],
+                "options": [
+                    {"value": "Partially complete, needs review", "checked": False},
+                    {"value": "Incomplete", "checked": False},
+                    {"value": "Complete", "checked": False},
+                    {"value": "4", "checked": False}
+                ],
+                "exclude": False,
+                "isMultiselect": True,
+                "placeholder": "Select"
+            },
+            {
+                "id": "component_id_1",
+                "type": "input",
+                "permissions": [],
+                "hasTooltip": False,
+                "label": "Text input",
+                "placeholder": "Placeholder",
+                "isRequired": False,
+                "value": "",
+                "min": 0,
+                "max": 300,
+                "exclude": False
+            },
+            {
+                "id": "component_id_2",
+                "type": "number",
+                "permissions": [],
+                "hasTooltip": False,
+                "label": "Number",
+                "exclude": False,
+                "isRequired": False,
+                "value": None,
+                "min": None,
+                "max": None,
+                "step": 1
+            }
+        ],
+        "code": "",
+        "environments": []
+    }
+
+    response = sa_client.create_project(
+        project_name="My Multimodal Project",
+        project_description="Example multimodal project created via SDK",
+        project_type="Multimodal",
+        form=minimal_form
+    )
+
+After creating the project, you can create folders and generate items:
+
+.. code-block:: python
+
+    # Create a new folder in the project
+    sa_client.create_folder(
+        project="My Multimodal Project",
+        folder_name="First Folder"
+    )
+
+    # Generate multiple items in the specific project and folder
+    # If there are no items in the folder, it will generate a blank item
+    # otherwise, it will generate items based on the Custom Form
+    sa_client.generate_items(
+        project="My Multimodal Project/First Folder",
+        count=10,
+        name="My Item"
+    )
+
+To upload annotations to these items:
+
+.. code-block:: python
+
+    annotations = [
+        # list of annotation dicts
+    ]
+
+    sa_client.upload_annotations(
+        project="My Multimodal Project/First Folder",
+        annotations=annotations,
+        keep_status=True,
+        data_spec="multimodal"
+    )
+
+Creating a  Vector project
+--------------------------
 
 To create a new "Vector" project with name "Example Project 1" and description
 "test":
@@ -13,19 +115,19 @@ To create a new "Vector" project with name "Example Project 1" and description
 
     project = "Example Project 1"
 
-    sa.create_project(project, "test", "Vector")
+    sa_client.create_project(project, "test", "Vector")
 
 
 Uploading images to project
----------------------------
+===========================
 
 
 To upload all images with extensions "jpg" or "png" from the
 :file:`"<local_folder_path>"` to the project "Example Project 1":
 
 .. code-block:: python
 
-    sa.upload_images_from_folder_to_project(project, "<local_folder_path>")
+    sa_client.upload_images_from_folder_to_project(project, "<local_folder_path>")
 
 See the full argument options for
 :py:func:`upload_images_from_folder_to_project` :ref:`here <ref_upload_images_from_folder_to_project>`.
@@ -42,13 +144,13 @@ See the full argument options for
 
 
 Creating a folder in a project
-______________________________
+==============================
 
 To create a new folder "folder1" in the project "Example Project 1":
 
 .. code-block:: python
 
-    sa.create_folder(project, "folder1")
+    sa_client.create_folder(project, "folder1")
 
 After that point almost all SDK functions that use project name as argument can
 point to that folder with slash after the project name, e.g.,
@@ -60,16 +162,16 @@ point to that folder with slash after the project name, e.g.,
 
       .. code-block:: python
 
-         sa.upload_images_from_folder_to_project(project + "/folder1", "<local_folder_path>")
+         sa_client.upload_images_from_folder_to_project(project + "/folder1", "<local_folder_path>")
 
 Working with annotation classes
-_______________________________
+===============================
 
 An annotation class for a project can be created with SDK's:
 
 .. code-block:: python
 
-   sa.create_annotation_class(project, "Large car", color="#FFFFAA")
+   sa_client.create_annotation_class(project, "Large car", color="#FFFFAA")
 
 
 To create annotation classes in bulk with SuperAnnotate export format
@@ -79,7 +181,7 @@ https://superannotate.readthedocs.io/en/stable/userguide/setup_project.html#work
 
 .. code-block:: python
 
-   sa.create_annotation_classes_from_classes_json(project, "<path_to_classes_json>")
+   sa_client.create_annotation_classes_from_classes_json(project, "<path_to_classes_json>")
 
 
 All of the annotation classes of a project are downloaded (as :file:`classes/classes.json`) with
@@ -88,13 +190,13 @@ can also be downloaded separately with:
 
 .. code-block:: python
 
-   sa.download_annotation_classes_json(project, "<path_to_local_folder>")
+   sa_client.download_annotation_classes_json(project, "<path_to_local_folder>")
 
 The :file:`classes.json` file will be downloaded to :file:`"<path_to_local_folder>"` folder.
 
 
 Working with annotations
-________________________
+========================
 
 
 The SuperAnnotate format annotation JSONs have the general form:
@@ -143,7 +245,7 @@ you are uploading to should contain annotation class with that name.
 
 .. code-block:: python
 
-    sa.upload_annotations_from_folder_to_project(project, "<path_to_local_dir>")
+    sa_client.upload_annotations_from_folder_to_project(project, "<path_to_local_dir>")
 
 
 This will try uploading to the project all the JSON files in the folder that have :file:`"<image_name>.json"` postfix.
@@ -154,19 +256,19 @@ already be present in the project for the upload to work.
 
 
 Exporting projects
-__________________
+==================
 
 To export the project annotations we need to prepare the export first:
 
 .. code-block:: python
 
-   export = sa.prepare_export(project, include_fuse=True)
+   export = sa_client.prepare_export(project, include_fuse=True)
 
 We can download the prepared export with:
 
 .. code-block:: python
 
-   sa.download_export(project, export, "<local_folder_path>", extract_zip_contents=True)
+   sa_client.download_export(project, export, "<local_folder_path>", extract_zip_contents=True)
 
 :ref:`download_export <ref_download_export>` will wait until the export is
 finished preparing and download it to the specified folder.

docs/source/userguide/utilities.rst

@@ -20,7 +20,7 @@ to convert them to other annotation formats:
 
 .. code-block:: python
 
-    sa.export_annotation("<input_folder>", "<output_folder>", "<dataset_format>", "<dataset_name>",
+    sa_client.export_annotation("<input_folder>", "<output_folder>", "<dataset_format>", "<dataset_name>",
     "<project_type>", "<task>")
 
 .. note::
@@ -197,10 +197,10 @@ Example Python Script:
     csv_to_jsonl("annotations.csv", "annotations.jsonl")
 
     # Upload to SuperAnnotate
-    sa = SAClient()
+    sa_client = SAClient()
     annotations = [json.loads(line) for line in Path("annotations.jsonl").open("r", encoding="utf-8")]
 
-    response = sa.upload_annotations(
+    response = sa_client.upload_annotations(
         project="project1/folder1",
         annotations=annotations,
         keep_status=True,
@@ -214,7 +214,7 @@ Fetching Annotations and Converting to JSONL/CSV
 Steps to Retrieve and Convert Annotations:
 ~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
 
-1. Fetch **annotations from SuperAnnotate** using `sa.get_annotations()`.
+1. Fetch **annotations from SuperAnnotate** using `sa_client.get_annotations()`.
 2. Convert the **annotation list into JSONL format**.
 3. Convert the **JSONL data into CSV** for external use.
 
@@ -230,8 +230,8 @@ Python Script to Convert Annotations to JSONL:
                 jsonl_file.write('\n')
 
     # Fetch annotations from SuperAnnotate
-    sa = SAClient()
-    annotations = sa.get_annotations("project", data_spec="multimodal")
+    sa_client = SAClient()
+    annotations = sa_client.get_annotations("project", data_spec="multimodal")
 
     # Convert to JSONL
     convert_annotations_to_jsonl(annotations, "fetched_annotations.jsonl")
@@ -284,7 +284,7 @@ SuperAnnotate format annotations:
 
 .. code-block:: python
 
-   df = sa.aggregate_annotations_as_df("<path_to_project_folder>")
+   df = sa_client.aggregate_annotations_as_df("<path_to_project_folder>")
 
 The created DataFrame will have columns specified at
 :ref:`aggregate_annotations_as_df <ref_aggregate_annotations_as_df>`.

requirements.txt

@@ -1,4 +1,4 @@
-pydantic>=1.10,!=2.0.*
+pydantic>=1.10,<3,!=2.0.*
 aiohttp~=3.8
 boto3~=1.26
 opencv-python-headless~=4.7

src/superannotate/__init__.py

@@ -3,7 +3,7 @@
 import sys
 
 
-__version__ = "4.4.39"
+__version__ = "4.5.0dev1"
 
 
 os.environ.update({"sa_version": __version__})