public async Task PredictAsync()
{
Mock <PredictionService.PredictionServiceClient> mockGrpcClient = new Mock <PredictionService.PredictionServiceClient>(MockBehavior.Strict);
mockGrpcClient.Setup(x => x.CreateOperationsClient())
.Returns(new Mock <Operations.OperationsClient>().Object);
PredictRequest expectedRequest = new PredictRequest
{
ModelName = new ModelName("[PROJECT]", "[LOCATION]", "[MODEL]"),
Payload = new ExamplePayload(),
Params = { },
};
PredictResponse expectedResponse = new PredictResponse();
mockGrpcClient.Setup(x => x.PredictAsync(expectedRequest, It.IsAny <CallOptions>()))
.Returns(new Grpc.Core.AsyncUnaryCall <PredictResponse>(Task.FromResult(expectedResponse), null, null, null, null));
PredictionServiceClient client = new PredictionServiceClientImpl(mockGrpcClient.Object, null);
ModelName name = new ModelName("[PROJECT]", "[LOCATION]", "[MODEL]");
ExamplePayload payload = new ExamplePayload();
IDictionary <string, string> @params = new Dictionary <string, string>();
PredictResponse response = await client.PredictAsync(name, payload, @params);
Assert.Same(expectedResponse, response);
mockGrpcClient.VerifyAll();
}
public async stt::Task PredictRequestObjectAsync()
{
moq::Mock <PredictionService.PredictionServiceClient> mockGrpcClient = new moq::Mock <PredictionService.PredictionServiceClient>(moq::MockBehavior.Strict);
PredictRequest request = new PredictRequest
{
EndpointAsEndpointName = EndpointName.FromProjectLocationEndpoint("[PROJECT]", "[LOCATION]", "[ENDPOINT]"),
Instances = { new wkt::Value(), },
Parameters = new wkt::Value(),
};
PredictResponse expectedResponse = new PredictResponse
{
Predictions = { new wkt::Value(), },
DeployedModelId = "deployed_model_idf0bd41af",
};
mockGrpcClient.Setup(x => x.PredictAsync(request, moq::It.IsAny <grpccore::CallOptions>())).Returns(new grpccore::AsyncUnaryCall <PredictResponse>(stt::Task.FromResult(expectedResponse), null, null, null, null));
PredictionServiceClient client = new PredictionServiceClientImpl(mockGrpcClient.Object, null);
PredictResponse responseCallSettings = await client.PredictAsync(request, gaxgrpc::CallSettings.FromCancellationToken(st::CancellationToken.None));
xunit::Assert.Same(expectedResponse, responseCallSettings);
PredictResponse responseCancellationToken = await client.PredictAsync(request, st::CancellationToken.None);
xunit::Assert.Same(expectedResponse, responseCancellationToken);
mockGrpcClient.VerifyAll();
}
public void ExplainRequestObject()
{
moq::Mock <PredictionService.PredictionServiceClient> mockGrpcClient = new moq::Mock <PredictionService.PredictionServiceClient>(moq::MockBehavior.Strict);
ExplainRequest request = new ExplainRequest
{
EndpointAsEndpointName = EndpointName.FromProjectLocationEndpoint("[PROJECT]", "[LOCATION]", "[ENDPOINT]"),
Instances = { new wkt::Value(), },
DeployedModelId = "deployed_model_idf0bd41af",
Parameters = new wkt::Value(),
ExplanationSpecOverride = new ExplanationSpecOverride(),
};
ExplainResponse expectedResponse = new ExplainResponse
{
Explanations = { new Explanation(), },
DeployedModelId = "deployed_model_idf0bd41af",
Predictions = { new wkt::Value(), },
};
mockGrpcClient.Setup(x => x.Explain(request, moq::It.IsAny <grpccore::CallOptions>())).Returns(expectedResponse);
PredictionServiceClient client = new PredictionServiceClientImpl(mockGrpcClient.Object, null);
ExplainResponse response = client.Explain(request);
xunit::Assert.Same(expectedResponse, response);
mockGrpcClient.VerifyAll();
}
public async stt::Task RawPredictResourceNamesAsync()
{
moq::Mock <PredictionService.PredictionServiceClient> mockGrpcClient = new moq::Mock <PredictionService.PredictionServiceClient>(moq::MockBehavior.Strict);
RawPredictRequest request = new RawPredictRequest
{
EndpointAsEndpointName = EndpointName.FromProjectLocationEndpoint("[PROJECT]", "[LOCATION]", "[ENDPOINT]"),
HttpBody = new ga::HttpBody(),
};
ga::HttpBody expectedResponse = new ga::HttpBody
{
ContentType = "content_type085be0ea",
Data = proto::ByteString.CopyFromUtf8("data387f778d"),
Extensions = { new wkt::Any(), },
};
mockGrpcClient.Setup(x => x.RawPredictAsync(request, moq::It.IsAny <grpccore::CallOptions>())).Returns(new grpccore::AsyncUnaryCall <ga::HttpBody>(stt::Task.FromResult(expectedResponse), null, null, null, null));
PredictionServiceClient client = new PredictionServiceClientImpl(mockGrpcClient.Object, null);
ga::HttpBody responseCallSettings = await client.RawPredictAsync(request.EndpointAsEndpointName, request.HttpBody, gaxgrpc::CallSettings.FromCancellationToken(st::CancellationToken.None));
xunit::Assert.Same(expectedResponse, responseCallSettings);
ga::HttpBody responseCancellationToken = await client.RawPredictAsync(request.EndpointAsEndpointName, request.HttpBody, st::CancellationToken.None);
xunit::Assert.Same(expectedResponse, responseCancellationToken);
mockGrpcClient.VerifyAll();
}
public async stt::Task PredictRequestObjectAsync()
{
moq::Mock <PredictionService.PredictionServiceClient> mockGrpcClient = new moq::Mock <PredictionService.PredictionServiceClient>(moq::MockBehavior.Strict);
PredictRequest request = new PredictRequest
{
Placement = "placementb440552a",
UserEvent = new UserEvent(),
PageSize = -226905851,
PageToken = "page_tokenf09e5538",
Filter = "filtere47ac9b2",
ValidateOnly = true,
Params =
{
{
"key8a0b6e3c",
new wkt::Value()
},
},
Labels =
{
{
"key8a0b6e3c",
"value60c16320"
},
},
};
PredictResponse expectedResponse = new PredictResponse
{
Results =
{
new PredictResponse.Types.PredictionResult(),
},
AttributionToken = "attribution_token14371a88",
MissingIds =
{
"missing_ids9e3bd4de",
},
ValidateOnly = true,
};
mockGrpcClient.Setup(x => x.PredictAsync(request, moq::It.IsAny <grpccore::CallOptions>())).Returns(new grpccore::AsyncUnaryCall <PredictResponse>(stt::Task.FromResult(expectedResponse), null, null, null, null));
PredictionServiceClient client = new PredictionServiceClientImpl(mockGrpcClient.Object, null);
PredictResponse responseCallSettings = await client.PredictAsync(request, gaxgrpc::CallSettings.FromCancellationToken(st::CancellationToken.None));
xunit::Assert.Same(expectedResponse, responseCallSettings);
PredictResponse responseCancellationToken = await client.PredictAsync(request, st::CancellationToken.None);
xunit::Assert.Same(expectedResponse, responseCancellationToken);
mockGrpcClient.VerifyAll();
}
public void Predict2()
{
Mock <PredictionService.PredictionServiceClient> mockGrpcClient = new Mock <PredictionService.PredictionServiceClient>(MockBehavior.Strict);
PredictRequest request = new PredictRequest
{
ModelName = new ModelName("[PROJECT]", "[LOCATION]", "[MODEL]"),
Payload = new ExamplePayload(),
};
PredictResponse expectedResponse = new PredictResponse();
mockGrpcClient.Setup(x => x.Predict(request, It.IsAny <CallOptions>()))
.Returns(expectedResponse);
PredictionServiceClient client = new PredictionServiceClientImpl(mockGrpcClient.Object, null);
PredictResponse response = client.Predict(request);
Assert.Same(expectedResponse, response);
mockGrpcClient.VerifyAll();
}
public async Task PredictAsync2()
{
Mock <PredictionService.PredictionServiceClient> mockGrpcClient = new Mock <PredictionService.PredictionServiceClient>(MockBehavior.Strict);
PredictRequest request = new PredictRequest
{
ModelName = new ModelName("[PROJECT]", "[LOCATION]", "[MODEL]"),
Payload = new ExamplePayload(),
};
PredictResponse expectedResponse = new PredictResponse();
mockGrpcClient.Setup(x => x.PredictAsync(request, It.IsAny <CallOptions>()))
.Returns(new Grpc.Core.AsyncUnaryCall <PredictResponse>(Task.FromResult(expectedResponse), null, null, null, null));
PredictionServiceClient client = new PredictionServiceClientImpl(mockGrpcClient.Object, null);
PredictResponse response = await client.PredictAsync(request);
Assert.Same(expectedResponse, response);
mockGrpcClient.VerifyAll();
}
public async stt::Task PredictRequestObjectAsync()
{
moq::Mock <PredictionService.PredictionServiceClient> mockGrpcClient = new moq::Mock <PredictionService.PredictionServiceClient>(moq::MockBehavior.Strict);
mockGrpcClient.Setup(x => x.CreateOperationsClient()).Returns(new moq::Mock <lro::Operations.OperationsClient>().Object);
PredictRequest request = new PredictRequest
{
ModelName = ModelName.FromProjectLocationModel("[PROJECT]", "[LOCATION]", "[MODEL]"),
Payload = new ExamplePayload(),
Params =
{
{
"key8a0b6e3c",
"value60c16320"
},
},
};
PredictResponse expectedResponse = new PredictResponse
{
Payload =
{
new AnnotationPayload(),
},
Metadata =
{
{
"key8a0b6e3c",
"value60c16320"
},
},
PreprocessedInput = new ExamplePayload(),
};
mockGrpcClient.Setup(x => x.PredictAsync(request, moq::It.IsAny <grpccore::CallOptions>())).Returns(new grpccore::AsyncUnaryCall <PredictResponse>(stt::Task.FromResult(expectedResponse), null, null, null, null));
PredictionServiceClient client = new PredictionServiceClientImpl(mockGrpcClient.Object, null);
PredictResponse responseCallSettings = await client.PredictAsync(request, gaxgrpc::CallSettings.FromCancellationToken(st::CancellationToken.None));
xunit::Assert.Same(expectedResponse, responseCallSettings);
PredictResponse responseCancellationToken = await client.PredictAsync(request, st::CancellationToken.None);
xunit::Assert.Same(expectedResponse, responseCancellationToken);
mockGrpcClient.VerifyAll();
}
public void PredictRequestObject()
{
moq::Mock <PredictionService.PredictionServiceClient> mockGrpcClient = new moq::Mock <PredictionService.PredictionServiceClient>(moq::MockBehavior.Strict);
mockGrpcClient.Setup(x => x.CreateOperationsClient()).Returns(new moq::Mock <lro::Operations.OperationsClient>().Object);
PredictRequest request = new PredictRequest
{
ModelName = ModelName.FromProjectLocationModel("[PROJECT]", "[LOCATION]", "[MODEL]"),
Payload = new ExamplePayload(),
Params =
{
{
"key8a0b6e3c",
"value60c16320"
},
},
};
PredictResponse expectedResponse = new PredictResponse
{
Payload =
{
new AnnotationPayload(),
},
Metadata =
{
{
"key8a0b6e3c",
"value60c16320"
},
},
PreprocessedInput = new ExamplePayload(),
};
mockGrpcClient.Setup(x => x.Predict(request, moq::It.IsAny <grpccore::CallOptions>())).Returns(expectedResponse);
PredictionServiceClient client = new PredictionServiceClientImpl(mockGrpcClient.Object, null);
PredictResponse response = client.Predict(request);
xunit::Assert.Same(expectedResponse, response);
mockGrpcClient.VerifyAll();
}
public void RawPredictResourceNames()
{
moq::Mock <PredictionService.PredictionServiceClient> mockGrpcClient = new moq::Mock <PredictionService.PredictionServiceClient>(moq::MockBehavior.Strict);
RawPredictRequest request = new RawPredictRequest
{
EndpointAsEndpointName = EndpointName.FromProjectLocationEndpoint("[PROJECT]", "[LOCATION]", "[ENDPOINT]"),
HttpBody = new ga::HttpBody(),
};
ga::HttpBody expectedResponse = new ga::HttpBody
{
ContentType = "content_type085be0ea",
Data = proto::ByteString.CopyFromUtf8("data387f778d"),
Extensions = { new wkt::Any(), },
};
mockGrpcClient.Setup(x => x.RawPredict(request, moq::It.IsAny <grpccore::CallOptions>())).Returns(expectedResponse);
PredictionServiceClient client = new PredictionServiceClientImpl(mockGrpcClient.Object, null);
ga::HttpBody response = client.RawPredict(request.EndpointAsEndpointName, request.HttpBody);
xunit::Assert.Same(expectedResponse, response);
mockGrpcClient.VerifyAll();
}
public void Predict()
{
moq::Mock <PredictionService.PredictionServiceClient> mockGrpcClient = new moq::Mock <PredictionService.PredictionServiceClient>(moq::MockBehavior.Strict);
PredictRequest request = new PredictRequest
{
EndpointAsEndpointName = EndpointName.FromProjectLocationEndpoint("[PROJECT]", "[LOCATION]", "[ENDPOINT]"),
Instances = { new wkt::Value(), },
Parameters = new wkt::Value(),
};
PredictResponse expectedResponse = new PredictResponse
{
Predictions = { new wkt::Value(), },
DeployedModelId = "deployed_model_idf0bd41af",
ModelAsModelName = ModelName.FromProjectLocationModel("[PROJECT]", "[LOCATION]", "[MODEL]"),
ModelDisplayName = "model_display_name8ef9ce34",
};
mockGrpcClient.Setup(x => x.Predict(request, moq::It.IsAny <grpccore::CallOptions>())).Returns(expectedResponse);
PredictionServiceClient client = new PredictionServiceClientImpl(mockGrpcClient.Object, null);
PredictResponse response = client.Predict(request.Endpoint, request.Instances, request.Parameters);
xunit::Assert.Same(expectedResponse, response);
mockGrpcClient.VerifyAll();
}
