def test_annotate_text(self): # Setup Expected Response language = "language-1613589672" expected_response = {"language": language} expected_response = language_service_pb2.AnnotateTextResponse( **expected_response) # Mock the API response channel = ChannelStub(responses=[expected_response]) patch = mock.patch("google.api_core.grpc_helpers.create_channel") with patch as create_channel: create_channel.return_value = channel client = language_v1.LanguageServiceClient() # Setup Request document = {} features = {} response = client.annotate_text(document, features) assert expected_response == response assert len(channel.requests) == 1 expected_request = language_service_pb2.AnnotateTextRequest( document=document, features=features) actual_request = channel.requests[0][1] assert expected_request == actual_request
def test_annotate_text(self, mock_create_stub): # Mock gRPC layer grpc_stub = mock.Mock() mock_create_stub.return_value = grpc_stub client = language_v1.LanguageServiceClient() # Mock request document = {} features = {} # Mock response language = 'language-1613589672' expected_response = {'language': language} expected_response = language_service_pb2.AnnotateTextResponse( **expected_response) grpc_stub.AnnotateText.return_value = expected_response response = client.annotate_text(document, features) self.assertEqual(expected_response, response) grpc_stub.AnnotateText.assert_called_once() args, kwargs = grpc_stub.AnnotateText.call_args self.assertEqual(len(args), 2) self.assertEqual(len(kwargs), 1) self.assertIn('metadata', kwargs) actual_request = args[0] expected_request = language_service_pb2.AnnotateTextRequest( document=document, features=features) self.assertEqual(expected_request, actual_request)
def annotate_text(self, document, features, encoding_type=None, retry=google.api_core.gapic_v1.method.DEFAULT, timeout=google.api_core.gapic_v1.method.DEFAULT): """ A convenience method that provides all the features that analyzeSentiment, analyzeEntities, and analyzeSyntax provide in one call. Example: >>> from google.cloud import language_v1 >>> >>> client = language_v1.LanguageServiceClient() >>> >>> document = {} >>> features = {} >>> >>> response = client.annotate_text(document, features) Args: document (Union[dict, ~google.cloud.language_v1.types.Document]): Input document. If a dict is provided, it must be of the same form as the protobuf message :class:`~google.cloud.language_v1.types.Document` features (Union[dict, ~google.cloud.language_v1.types.Features]): The enabled features. If a dict is provided, it must be of the same form as the protobuf message :class:`~google.cloud.language_v1.types.Features` encoding_type (~google.cloud.language_v1.types.EncodingType): The encoding type used by the API to calculate offsets. 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. Returns: A :class:`~google.cloud.language_v1.types.AnnotateTextResponse` 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. """ request = language_service_pb2.AnnotateTextRequest( document=document, features=features, encoding_type=encoding_type) return self._annotate_text(request, retry=retry, timeout=timeout)
def annotate_text(self, document, features, encoding_type=None, options=None): """ A convenience method that provides all the features that analyzeSentiment, analyzeEntities, and analyzeSyntax provide in one call. Example: >>> from google.cloud import language_v1 >>> >>> client = language_v1.LanguageServiceClient() >>> >>> document = {} >>> features = {} >>> >>> response = client.annotate_text(document, features) Args: document (Union[dict, ~google.cloud.language_v1.types.Document]): Input document. If a dict is provided, it must be of the same form as the protobuf message :class:`~google.cloud.language_v1.types.Document` features (Union[dict, ~google.cloud.language_v1.types.Features]): The enabled features. If a dict is provided, it must be of the same form as the protobuf message :class:`~google.cloud.language_v1.types.Features` encoding_type (~google.cloud.language_v1.types.EncodingType): The encoding type used by the API to calculate offsets. options (~google.gax.CallOptions): Overrides the default settings for this call, e.g, timeout, retries etc. Returns: A :class:`~google.cloud.language_v1.types.AnnotateTextResponse` instance. Raises: :exc:`google.gax.errors.GaxError` if the RPC is aborted. :exc:`ValueError` if the parameters are invalid. """ request = language_service_pb2.AnnotateTextRequest( document=document, features=features, encoding_type=encoding_type) return self._annotate_text(request, options)
def test_annotate_text(self): # Setup Expected Response language = 'language-1613589672' expected_response = {'language': language} expected_response = language_service_pb2.AnnotateTextResponse( **expected_response) # Mock the API response channel = ChannelStub(responses=[expected_response]) client = language_v1.LanguageServiceClient(channel=channel) # Setup Request document = {} features = {} response = client.annotate_text(document, features) assert expected_response == response assert len(channel.requests) == 1 expected_request = language_service_pb2.AnnotateTextRequest( document=document, features=features) actual_request = channel.requests[0][1] assert expected_request == actual_request
def annotate_text( self, document, features, encoding_type=None, retry=google.api_core.gapic_v1.method.DEFAULT, timeout=google.api_core.gapic_v1.method.DEFAULT, metadata=None, ): """ A convenience method that provides all the features that analyzeSentiment, analyzeEntities, and analyzeSyntax provide in one call. Example: >>> from google.cloud import language_v1 >>> >>> client = language_v1.LanguageServiceClient() >>> >>> # TODO: Initialize `document`: >>> document = {} >>> >>> # TODO: Initialize `features`: >>> features = {} >>> >>> response = client.annotate_text(document, features) Args: document (Union[dict, ~google.cloud.language_v1.types.Document]): Input document. If a dict is provided, it must be of the same form as the protobuf message :class:`~google.cloud.language_v1.types.Document` features (Union[dict, ~google.cloud.language_v1.types.Features]): The enabled features. If a dict is provided, it must be of the same form as the protobuf message :class:`~google.cloud.language_v1.types.Features` encoding_type (~google.cloud.language_v1.enums.EncodingType): The encoding type used by the API to calculate offsets. 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.language_v1.types.AnnotateTextResponse` 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_text" not in self._inner_api_calls: self._inner_api_calls[ "annotate_text"] = google.api_core.gapic_v1.method.wrap_method( self.transport.annotate_text, default_retry=self._method_configs["AnnotateText"].retry, default_timeout=self._method_configs["AnnotateText"]. timeout, client_info=self._client_info, ) request = language_service_pb2.AnnotateTextRequest( document=document, features=features, encoding_type=encoding_type) return self._inner_api_calls["annotate_text"](request, retry=retry, timeout=timeout, metadata=metadata)