Added ability to upload annotations for Multimodal projects.

src/superannotate/lib/app/interface/sdk_interface.py

@@ -1965,6 +1965,31 @@ def upload_annotations(
                "skipped": []
             }
 
+        Example Usage with JSONL Upload:
+        ::
+            import json
+            from pathlib import Path
+            from superannotate import SAClient
+
+            # Assuming annotations are stored in JSONL format
+            annotations_path = Path("annotations.jsonl")
+            annotations = []
+
+            # Reading the JSONL file and converting it into a list of dictionaries
+            with annotations_path.open("r", encoding="utf-8") as f:
+                for line in f:
+                    annotations.append(json.loads(line))
+
+            # Initialize the Superannotate client
+            sa = SAClient()
+
+            # Call the upload_annotations function
+            response = client.upload_annotations(
+                project="project1/folder1",
+                annotations=annotations,
+                keep_status=True
+            )
+
         """
         if keep_status is not None:
             warnings.warn(

src/superannotate/lib/core/__init__.py

@@ -179,6 +179,7 @@ def setup_logging(level=DEFAULT_LOGGING_LEVEL, file_path=LOG_FILE_LOCATION):
     "Tokenization",
     "ImageAutoAssignEnable",
     "TemplateState",
+    "CategorizeItems",
 ]
 
 __alL__ = (

src/superannotate/lib/core/entities/__init__.py

@@ -12,6 +12,7 @@
 from lib.core.entities.items import TiledEntity
 from lib.core.entities.items import VideoEntity
 from lib.core.entities.project import AttachmentEntity
+from lib.core.entities.project import CategoryEntity
 from lib.core.entities.project import ContributorEntity
 from lib.core.entities.project import ProjectEntity
 from lib.core.entities.project import SettingEntity
@@ -41,6 +42,7 @@
     # project
     "ProjectEntity",
     "WorkflowEntity",
+    "CategoryEntity",
     "ContributorEntity",
     "ConfigEntity",
     "StepEntity",

src/superannotate/lib/core/entities/project.py

@@ -179,3 +179,8 @@ def is_system(self):
 
     class Config:
         extra = Extra.ignore
+
+
+class CategoryEntity(BaseModel):
+    id: Optional[int]
+    name: Optional[str]

src/superannotate/lib/core/service_types.py

@@ -226,6 +226,10 @@ class ProjectResponse(ServiceResponse):
     res_data: entities.ProjectEntity = None
 
 
+class ListCategoryResponse(ServiceResponse):
+    res_data: List[entities.CategoryEntity] = None
+
+
 class WorkflowResponse(ServiceResponse):
     res_data: entities.WorkflowEntity = None
 

src/superannotate/lib/core/serviceproviders.py

@@ -15,6 +15,7 @@
 from lib.core.service_types import FolderListResponse
 from lib.core.service_types import FolderResponse
 from lib.core.service_types import IntegrationListResponse
+from lib.core.service_types import ListCategoryResponse
 from lib.core.service_types import ProjectListResponse
 from lib.core.service_types import ProjectResponse
 from lib.core.service_types import ServiceResponse
@@ -87,6 +88,16 @@ def list_workflow_statuses(self, project_id: int, workflow_id: int):
     def list_workflow_roles(self, project_id: int, workflow_id: int):
         raise NotImplementedError
 
+    @abstractmethod
+    def list_project_categories(self, project_id: int) -> ListCategoryResponse:
+        raise NotImplementedError
+
+    @abstractmethod
+    def create_project_categories(
+        self, project_id: int, categories: List[str]
+    ) -> ServiceResponse:
+        raise NotImplementedError
+
 
 class BaseProjectService(SuperannotateServiceProvider):
     @abstractmethod
@@ -350,6 +361,12 @@ def delete_multiple(
     ) -> ServiceResponse:
         raise NotImplementedError
 
+    @abstractmethod
+    def bulk_attach_categories(
+        self, project_id: int, folder_id: int, item_category_map: Dict[int, int]
+    ) -> bool:
+        raise NotImplementedError
+
 
 class BaseAnnotationService(SuperannotateServiceProvider):
     @abstractmethod