def test_annotate_video(self): # Setup Expected Response expected_response = {} expected_response = video_intelligence_pb2.AnnotateVideoResponse( **expected_response) operation = operations_pb2.Operation( name='operations/test_annotate_video', done=True) operation.response.Pack(expected_response) # Mock the API response channel = ChannelStub(responses=[operation]) client = videointelligence_v1beta1.VideoIntelligenceServiceClient( channel=channel) # Setup Request input_uri = 'gs://demomaker/cat.mp4' features_element = enums.Feature.LABEL_DETECTION features = [features_element] response = client.annotate_video(input_uri, features) result = response.result() assert expected_response == result assert len(channel.requests) == 1 expected_request = video_intelligence_pb2.AnnotateVideoRequest( input_uri=input_uri, features=features) actual_request = channel.requests[0][1] assert expected_request == actual_request
def test_annotate_video(self): # Setup Expected Response expected_response = {} expected_response = video_intelligence_pb2.AnnotateVideoResponse( **expected_response ) operation = operations_pb2.Operation( name="operations/test_annotate_video", done=True ) operation.response.Pack(expected_response) # Mock the API response channel = ChannelStub(responses=[operation]) patch = mock.patch("google.api_core.grpc_helpers.create_channel") with patch as create_channel: create_channel.return_value = channel client = videointelligence_v1beta1.VideoIntelligenceServiceClient() # Setup Request input_uri = "gs://demomaker/cat.mp4" features_element = enums.Feature.LABEL_DETECTION features = [features_element] response = client.annotate_video(input_uri, features) result = response.result() assert expected_response == result assert len(channel.requests) == 1 expected_request = video_intelligence_pb2.AnnotateVideoRequest( input_uri=input_uri, features=features ) actual_request = channel.requests[0][1] assert expected_request == actual_request
def test_annotate_video(self, mock_create_stub): # Mock gRPC layer grpc_stub = mock.Mock() mock_create_stub.return_value = grpc_stub client = videointelligence_v1beta1.VideoIntelligenceServiceClient() # Mock request input_uri = 'inputUri1707300727' features = [] # Mock response expected_response = {} expected_response = video_intelligence_pb2.AnnotateVideoResponse( **expected_response) operation = operations_pb2.Operation( name='operations/test_annotate_video', done=True) operation.response.Pack(expected_response) grpc_stub.AnnotateVideo.return_value = operation response = client.annotate_video(input_uri, features) self.assertEqual(expected_response, response.result()) grpc_stub.AnnotateVideo.assert_called_once() args, kwargs = grpc_stub.AnnotateVideo.call_args self.assertEqual(len(args), 2) self.assertEqual(len(kwargs), 1) self.assertIn('metadata', kwargs) actual_request = args[0] expected_request = video_intelligence_pb2.AnnotateVideoRequest( input_uri=input_uri, features=features) self.assertEqual(expected_request, actual_request)
def annotate_video(self, input_uri, features, input_content=None, video_context=None, output_uri=None, location_id=None, options=None): """ Performs asynchronous video annotation. Progress and results can be retrieved through the ``google.longrunning.Operations`` interface. ``Operation.metadata`` contains ``AnnotateVideoProgress`` (progress). ``Operation.response`` contains ``AnnotateVideoResponse`` (results). Example: >>> from google.cloud import videointelligence_v1beta1 >>> from google.cloud.videointelligence_v1beta1 import enums >>> >>> client = videointelligence_v1beta1.VideoIntelligenceServiceClient() >>> >>> input_uri = '' >>> features = [] >>> >>> response = client.annotate_video(input_uri, features) >>> >>> def callback(operation_future): ... # Handle result. ... result = operation_future.result() >>> >>> response.add_done_callback(callback) >>> >>> # Handle metadata. >>> metadata = response.metadata() Args: input_uri (str): Input video location. Currently, only `Google Cloud Storage <https://cloud.google.com/storage/>`_ URIs are supported, which must be specified in the following format: ``gs://bucket-id/object-id`` (other URI formats return ``google.rpc.Code.INVALID_ARGUMENT``). For more information, see `Request URIs <https://cloud.google.com/storage/docs/reference-uris>`_. A video URI may include wildcards in ``object-id``, and thus identify multiple videos. Supported wildcards: '*' to match 0 or more characters; '?' to match 1 character. If unset, the input video should be embedded in the request as ``input_content``. If set, ``input_content`` should be unset. features (list[~google.cloud.videointelligence_v1beta1.types.Feature]): Requested video annotation features. input_content (str): The video data bytes. Encoding: base64. If unset, the input video(s) should be specified via ``input_uri``. If set, ``input_uri`` should be unset. video_context (Union[dict, ~google.cloud.videointelligence_v1beta1.types.VideoContext]): Additional video context and/or feature-specific parameters. If a dict is provided, it must be of the same form as the protobuf message :class:`~google.cloud.videointelligence_v1beta1.types.VideoContext` output_uri (str): Optional location where the output (in JSON format) should be stored. Currently, only `Google Cloud Storage <https://cloud.google.com/storage/>`_ URIs are supported, which must be specified in the following format: ``gs://bucket-id/object-id`` (other URI formats return ``google.rpc.Code.INVALID_ARGUMENT``). For more information, see `Request URIs <https://cloud.google.com/storage/docs/reference-uris>`_. location_id (str): Optional cloud region where annotation should take place. Supported cloud regions: ``us-east1``, ``us-west1``, ``europe-west1``, ``asia-east1``. If no region is specified, a region will be determined based on video file location. options (~google.gax.CallOptions): Overrides the default settings for this call, e.g, timeout, retries etc. Returns: A :class:`~google.cloud.videointelligence_v1beta1.types._OperationFuture` instance. Raises: :exc:`google.gax.errors.GaxError` if the RPC is aborted. :exc:`ValueError` if the parameters are invalid. """ request = video_intelligence_pb2.AnnotateVideoRequest( input_uri=input_uri, features=features, input_content=input_content, video_context=video_context, output_uri=output_uri, location_id=location_id) return google.gax._OperationFuture( self._annotate_video(request, options), self.operations_client, video_intelligence_pb2.AnnotateVideoResponse, video_intelligence_pb2.AnnotateVideoProgress, options)
def annotate_video(self, input_uri, features, input_content=None, video_context=None, output_uri=None, location_id=None, retry=google.api_core.gapic_v1.method.DEFAULT, timeout=google.api_core.gapic_v1.method.DEFAULT, metadata=None): """ Performs asynchronous video annotation. Progress and results can be retrieved through the ``google.longrunning.Operations`` interface. ``Operation.metadata`` contains ``AnnotateVideoProgress`` (progress). ``Operation.response`` contains ``AnnotateVideoResponse`` (results). Example: >>> from google.cloud import videointelligence_v1beta1 >>> from google.cloud.videointelligence_v1beta1 import enums >>> >>> client = videointelligence_v1beta1.VideoIntelligenceServiceClient() >>> >>> input_uri = 'gs://demomaker/cat.mp4' >>> features_element = enums.Feature.LABEL_DETECTION >>> features = [features_element] >>> >>> response = client.annotate_video(input_uri, features) >>> >>> def callback(operation_future): ... # Handle result. ... result = operation_future.result() >>> >>> response.add_done_callback(callback) >>> >>> # Handle metadata. >>> metadata = response.metadata() Args: input_uri (str): Input video location. Currently, only `Google Cloud Storage <https://cloud.google.com/storage/>`_ URIs are supported, which must be specified in the following format: ``gs://bucket-id/object-id`` (other URI formats return ``google.rpc.Code.INVALID_ARGUMENT``). For more information, see `Request URIs <https://cloud.google.com/storage/docs/reference-uris>`_. A video URI may include wildcards in ``object-id``, and thus identify multiple videos. Supported wildcards: '*' to match 0 or more characters; '?' to match 1 character. If unset, the input video should be embedded in the request as ``input_content``. If set, ``input_content`` should be unset. features (list[~google.cloud.videointelligence_v1beta1.types.Feature]): Requested video annotation features. input_content (str): The video data bytes. Encoding: base64. If unset, the input video(s) should be specified via ``input_uri``. If set, ``input_uri`` should be unset. video_context (Union[dict, ~google.cloud.videointelligence_v1beta1.types.VideoContext]): Additional video context and/or feature-specific parameters. If a dict is provided, it must be of the same form as the protobuf message :class:`~google.cloud.videointelligence_v1beta1.types.VideoContext` output_uri (str): Optional location where the output (in JSON format) should be stored. Currently, only `Google Cloud Storage <https://cloud.google.com/storage/>`_ URIs are supported, which must be specified in the following format: ``gs://bucket-id/object-id`` (other URI formats return ``google.rpc.Code.INVALID_ARGUMENT``). For more information, see `Request URIs <https://cloud.google.com/storage/docs/reference-uris>`_. location_id (str): Optional cloud region where annotation should take place. Supported cloud regions: ``us-east1``, ``us-west1``, ``europe-west1``, ``asia-east1``. If no region is specified, a region will be determined based on video file location. retry (Optional[google.api_core.retry.Retry]): A retry object used to retry requests. If ``None`` is specified, requests will not be retried. timeout (Optional[float]): The amount of time, in seconds, to wait for the request to complete. Note that if ``retry`` is specified, the timeout applies to each individual attempt. metadata (Optional[Sequence[Tuple[str, str]]]): Additional metadata that is provided to the method. Returns: A :class:`~google.cloud.videointelligence_v1beta1.types._OperationFuture` instance. Raises: google.api_core.exceptions.GoogleAPICallError: If the request failed for any reason. google.api_core.exceptions.RetryError: If the request failed due to a retryable error and retry attempts failed. ValueError: If the parameters are invalid. """ # Wrap the transport method to add retry and timeout logic. if 'annotate_video' not in self._inner_api_calls: self._inner_api_calls[ 'annotate_video'] = google.api_core.gapic_v1.method.wrap_method( self.transport.annotate_video, default_retry=self._method_configs['AnnotateVideo'].retry, default_timeout=self._method_configs['AnnotateVideo']. timeout, client_info=self._client_info, ) request = video_intelligence_pb2.AnnotateVideoRequest( input_uri=input_uri, features=features, input_content=input_content, video_context=video_context, output_uri=output_uri, location_id=location_id, ) operation = self._inner_api_calls['annotate_video'](request, retry=retry, timeout=timeout, metadata=metadata) return google.api_core.operation.from_gapic( operation, self.transport._operations_client, video_intelligence_pb2.AnnotateVideoResponse, metadata_type=video_intelligence_pb2.AnnotateVideoProgress, )