clarifai-protocol

from clarifai_grpc.grpc.api.resources_pb2 import Image, UserAppIDSet from clarifai_grpc.grpc.api.service_pb2 import PostModelOutputsRequest from clarifai_grpc.grpc.api.service_pb2_grpc import V2Stub import grpc import os # This library primarily provides the definitions. Actual API calls require grpcio and a channel. # Example: Instantiate a protobuf message image_message = Image(url="https://samples.clarifai.com/face-det.jpg") print(f"Created Image message with URL: {image_message.url}") # Example: Create a stub (though actual usage requires a gRPC channel and credentials) # For demonstration purposes, we'll just show the import and instantiation of the stub class. # In a real scenario, you'd pass a channel: V2Stub(grpc.insecure_channel('api.clarifai.com:443')) try: channel = grpc.insecure_channel('api.clarifai.com:443') # Using a dummy channel for concept stub = V2Stub(channel) print(f"Successfully created a V2Stub instance.") channel.close() except Exception as e: print(f"Could not create a real gRPC channel for demonstration: {e}") print("Stub instantiation shown for clarity, but requires a functional gRPC channel.") # Example: A request message, typically constructed using these resources request = PostModelOutputsRequest( user_app_id=UserAppIDSet(user_id=os.environ.get('CLARIFAI_USER_ID', ''), app_id=os.environ.get('CLARIFAI_APP_ID', '')), model_id="my-model", inputs=[] # inputs would go here ) print(f"Created PostModelOutputsRequest for model: {request.model_id}")