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();
}
/// <summary>Snippet for Predict</summary>
public void Predict()
{
// Snippet: Predict(ModelName,ExamplePayload,IDictionary<string, string>,CallSettings)
// Create client
PredictionServiceClient predictionServiceClient = PredictionServiceClient.Create();
// Initialize request argument(s)
ModelName name = new ModelName("[PROJECT]", "[LOCATION]", "[MODEL]");
ExamplePayload payload = new ExamplePayload();
IDictionary <string, string> @params = new Dictionary <string, string>();
// Make the request
PredictResponse response = predictionServiceClient.Predict(name, payload, @params);
// End snippet
}
/// <summary>Snippet for Predict</summary>
/// <remarks>
/// This snippet has been automatically generated for illustrative purposes only.
/// It may require modifications to work in your environment.
/// </remarks>
public void Predict()
{
// Create client
PredictionServiceClient predictionServiceClient = PredictionServiceClient.Create();
// Initialize request argument(s)
string name = "projects/[PROJECT]/locations/[LOCATION]/models/[MODEL]";
ExamplePayload payload = new ExamplePayload();
IDictionary <string, string> @params = new Dictionary <string, string> {
{ "", "" },
};
// Make the request
PredictResponse response = predictionServiceClient.Predict(name, payload, @params);
}
/// <summary>Snippet for Predict</summary>
/// <remarks>
/// This snippet has been automatically generated for illustrative purposes only.
/// It may require modifications to work in your environment.
/// </remarks>
public void PredictResourceNames()
{
// Create client
PredictionServiceClient predictionServiceClient = PredictionServiceClient.Create();
// Initialize request argument(s)
ModelName name = ModelName.FromProjectLocationModel("[PROJECT]", "[LOCATION]", "[MODEL]");
ExamplePayload payload = new ExamplePayload();
IDictionary <string, string> @params = new Dictionary <string, string> {
{ "", "" },
};
// Make the request
PredictResponse response = predictionServiceClient.Predict(name, payload, @params);
}
/// <summary>Snippet for PredictAsync</summary>
public async Task PredictAsync()
{
// Snippet: PredictAsync(ModelName,ExamplePayload,IDictionary<string, string>,CallSettings)
// Additional: PredictAsync(ModelName,ExamplePayload,IDictionary<string, string>,CancellationToken)
// Create client
PredictionServiceClient predictionServiceClient = await PredictionServiceClient.CreateAsync();
// Initialize request argument(s)
ModelName name = new ModelName("[PROJECT]", "[LOCATION]", "[MODEL]");
ExamplePayload payload = new ExamplePayload();
IDictionary <string, string> @params = new Dictionary <string, string>();
// Make the request
PredictResponse response = await predictionServiceClient.PredictAsync(name, payload, @params);
// End snippet
}
/// <summary>Snippet for PredictAsync</summary>
public async Task PredictAsync()
{
// Snippet: PredictAsync(string, ExamplePayload, IDictionary<string,string>, CallSettings)
// Additional: PredictAsync(string, ExamplePayload, IDictionary<string,string>, CancellationToken)
// Create client
PredictionServiceClient predictionServiceClient = await PredictionServiceClient.CreateAsync();
// Initialize request argument(s)
string name = "projects/[PROJECT]/locations/[LOCATION]/models/[MODEL]";
ExamplePayload payload = new ExamplePayload();
IDictionary <string, string> @params = new Dictionary <string, string> {
{ "", "" },
};
// Make the request
PredictResponse response = await predictionServiceClient.PredictAsync(name, payload, @params);
// End snippet
}
public void Predict()
{
Mock <PredictionService.PredictionServiceClient> mockGrpcClient = new Mock <PredictionService.PredictionServiceClient>(MockBehavior.Strict);
PredictRequest expectedRequest = new PredictRequest
{
ModelName = new ModelName("[PROJECT]", "[LOCATION]", "[MODEL]"),
Payload = new ExamplePayload(),
Params = { },
};
PredictResponse expectedResponse = new PredictResponse();
mockGrpcClient.Setup(x => x.Predict(expectedRequest, It.IsAny <CallOptions>()))
.Returns(expectedResponse);
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 = client.Predict(name, payload, @params);
Assert.Same(expectedResponse, response);
mockGrpcClient.VerifyAll();
}
private void prediction()
{
try
{
ExamplePayload payload = new ExamplePayload()
{
//TextSnippet = new TextSnippet()
//{
// Content = "{\"payload\":{\"row\":{\"values\":[\"3795.67486950037\",\"0.0\",\"30.0\"]}}}"
//}
};
PredictionServiceClient predictionServiceClient = PredictionServiceClient.Create();
PredictRequest request = new PredictRequest
{
ModelName = ModelName.FromProjectLocationModel("thermal-creek-272919", "us-central1", "TBL5828849788421931008"),
Payload = payload,
//model_path = client.model_path('thermal-creek-272919', 'us-central1', 'TBL5828849788421931008')
Params = { { "feature_importance", "false" } },
};
var response = predictionServiceClient.Predict(request);
}
catch (Exception ex)
{
throw;
}
//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);
}
