public async stt::Task GetModelEvaluationRequestObjectAsync()
{
moq::Mock <AutoMl.AutoMlClient> mockGrpcClient = new moq::Mock <AutoMl.AutoMlClient>(moq::MockBehavior.Strict);
mockGrpcClient.Setup(x => x.CreateOperationsClient()).Returns(new moq::Mock <lro::Operations.OperationsClient>().Object);
GetModelEvaluationRequest request = new GetModelEvaluationRequest
{
Name = "name1c9368b0",
};
ModelEvaluation expectedResponse = new ModelEvaluation
{
Name = "name1c9368b0",
AnnotationSpecId = "annotation_spec_ide0c3e8b2",
CreateTime = new wkt::Timestamp(),
EvaluatedExampleCount = -1119926106,
ClassificationEvaluationMetrics = new ClassificationEvaluationMetrics(),
TranslationEvaluationMetrics = new TranslationEvaluationMetrics(),
TextSentimentEvaluationMetrics = new TextSentimentEvaluationMetrics(),
ImageObjectDetectionEvaluationMetrics = new ImageObjectDetectionEvaluationMetrics(),
TextExtractionEvaluationMetrics = new TextExtractionEvaluationMetrics(),
DisplayName = "display_name137f65c2",
};
mockGrpcClient.Setup(x => x.GetModelEvaluationAsync(request, moq::It.IsAny <grpccore::CallOptions>())).Returns(new grpccore::AsyncUnaryCall <ModelEvaluation>(stt::Task.FromResult(expectedResponse), null, null, null, null));
AutoMlClient client = new AutoMlClientImpl(mockGrpcClient.Object, null);
ModelEvaluation responseCallSettings = await client.GetModelEvaluationAsync(request, gaxgrpc::CallSettings.FromCancellationToken(st::CancellationToken.None));
xunit::Assert.Same(expectedResponse, responseCallSettings);
ModelEvaluation responseCancellationToken = await client.GetModelEvaluationAsync(request, st::CancellationToken.None);
xunit::Assert.Same(expectedResponse, responseCancellationToken);
mockGrpcClient.VerifyAll();
}
public async Task GetModelEvaluationAsync2()
{
Mock <AutoMl.AutoMlClient> mockGrpcClient = new Mock <AutoMl.AutoMlClient>(MockBehavior.Strict);
mockGrpcClient.Setup(x => x.CreateOperationsClient())
.Returns(new Mock <Operations.OperationsClient>().Object);
GetModelEvaluationRequest request = new GetModelEvaluationRequest
{
ModelEvaluationName = new ModelEvaluationName("[PROJECT]", "[LOCATION]", "[MODEL]", "[MODEL_EVALUATION]"),
};
ModelEvaluation expectedResponse = new ModelEvaluation
{
Name = "name2-1052831874",
AnnotationSpecId = "annotationSpecId60690191",
DisplayName = "displayName1615086568",
EvaluatedExampleCount = 277565350,
};
mockGrpcClient.Setup(x => x.GetModelEvaluationAsync(request, It.IsAny <CallOptions>()))
.Returns(new Grpc.Core.AsyncUnaryCall <ModelEvaluation>(Task.FromResult(expectedResponse), null, null, null, null));
AutoMlClient client = new AutoMlClientImpl(mockGrpcClient.Object, null);
ModelEvaluation response = await client.GetModelEvaluationAsync(request);
Assert.Same(expectedResponse, response);
mockGrpcClient.VerifyAll();
}
public void GetModelEvaluationRequestObject()
{
moq::Mock <AutoMl.AutoMlClient> mockGrpcClient = new moq::Mock <AutoMl.AutoMlClient>(moq::MockBehavior.Strict);
mockGrpcClient.Setup(x => x.CreateOperationsClient()).Returns(new moq::Mock <lro::Operations.OperationsClient>().Object);
GetModelEvaluationRequest request = new GetModelEvaluationRequest
{
Name = "name1c9368b0",
};
ModelEvaluation expectedResponse = new ModelEvaluation
{
Name = "name1c9368b0",
AnnotationSpecId = "annotation_spec_ide0c3e8b2",
CreateTime = new wkt::Timestamp(),
EvaluatedExampleCount = -1119926106,
ClassificationEvaluationMetrics = new ClassificationEvaluationMetrics(),
TranslationEvaluationMetrics = new TranslationEvaluationMetrics(),
TextSentimentEvaluationMetrics = new TextSentimentEvaluationMetrics(),
ImageObjectDetectionEvaluationMetrics = new ImageObjectDetectionEvaluationMetrics(),
TextExtractionEvaluationMetrics = new TextExtractionEvaluationMetrics(),
DisplayName = "display_name137f65c2",
};
mockGrpcClient.Setup(x => x.GetModelEvaluation(request, moq::It.IsAny <grpccore::CallOptions>())).Returns(expectedResponse);
AutoMlClient client = new AutoMlClientImpl(mockGrpcClient.Object, null);
ModelEvaluation response = client.GetModelEvaluation(request);
xunit::Assert.Same(expectedResponse, response);
mockGrpcClient.VerifyAll();
}
public void GetModelEvaluation2()
{
Mock <AutoMl.AutoMlClient> mockGrpcClient = new Mock <AutoMl.AutoMlClient>(MockBehavior.Strict);
mockGrpcClient.Setup(x => x.CreateOperationsClient())
.Returns(new Mock <Operations.OperationsClient>().Object);
GetModelEvaluationRequest request = new GetModelEvaluationRequest
{
ModelEvaluationName = new ModelEvaluationName("[PROJECT]", "[LOCATION]", "[MODEL]", "[MODEL_EVALUATION]"),
};
ModelEvaluation expectedResponse = new ModelEvaluation
{
Name = "name2-1052831874",
AnnotationSpecId = "annotationSpecId60690191",
EvaluatedExampleCount = 277565350,
};
mockGrpcClient.Setup(x => x.GetModelEvaluation(request, It.IsAny <CallOptions>()))
.Returns(expectedResponse);
AutoMlClient client = new AutoMlClientImpl(mockGrpcClient.Object, null);
ModelEvaluation response = client.GetModelEvaluation(request);
Assert.Same(expectedResponse, response);
mockGrpcClient.VerifyAll();
}
/// <summary>Snippet for GetModelEvaluation</summary>
/// <remarks>
/// This snippet has been automatically generated for illustrative purposes only.
/// It may require modifications to work in your environment.
/// </remarks>
public void GetModelEvaluation()
{
// Create client
AutoMlClient autoMlClient = AutoMlClient.Create();
// Initialize request argument(s)
string name = "projects/[PROJECT]/locations/[LOCATION]/models/[MODEL]/modelEvaluations/[MODEL_EVALUATION]";
// Make the request
ModelEvaluation response = autoMlClient.GetModelEvaluation(name);
}
/// <summary>Snippet for GetModelEvaluation</summary>
/// <remarks>
/// This snippet has been automatically generated for illustrative purposes only.
/// It may require modifications to work in your environment.
/// </remarks>
public void GetModelEvaluationResourceNames()
{
// Create client
AutoMlClient autoMlClient = AutoMlClient.Create();
// Initialize request argument(s)
ModelEvaluationName name = ModelEvaluationName.FromProjectLocationModelModelEvaluation("[PROJECT]", "[LOCATION]", "[MODEL]", "[MODEL_EVALUATION]");
// Make the request
ModelEvaluation response = autoMlClient.GetModelEvaluation(name);
}
/// <summary>Snippet for GetModelEvaluation</summary>
/// <remarks>
/// This snippet has been automatically generated for illustrative purposes only.
/// It may require modifications to work in your environment.
/// </remarks>
public void GetModelEvaluationRequestObject()
{
// Create client
AutoMlClient autoMlClient = AutoMlClient.Create();
// Initialize request argument(s)
GetModelEvaluationRequest request = new GetModelEvaluationRequest
{
ModelEvaluationName = ModelEvaluationName.FromProjectLocationModelModelEvaluation("[PROJECT]", "[LOCATION]", "[MODEL]", "[MODEL_EVALUATION]"),
};
// Make the request
ModelEvaluation response = autoMlClient.GetModelEvaluation(request);
}
/// <summary>Snippet for GetModelEvaluation</summary>
public void GetModelEvaluationRequestObject()
{
// Snippet: GetModelEvaluation(GetModelEvaluationRequest, CallSettings)
// Create client
AutoMlClient autoMlClient = AutoMlClient.Create();
// Initialize request argument(s)
GetModelEvaluationRequest request = new GetModelEvaluationRequest {
Name = "",
};
// Make the request
ModelEvaluation response = autoMlClient.GetModelEvaluation(request);
// End snippet
}
/// <summary>Snippet for GetModelEvaluationAsync</summary>
public async Task GetModelEvaluationRequestObjectAsync()
{
// Snippet: GetModelEvaluationAsync(GetModelEvaluationRequest, CallSettings)
// Additional: GetModelEvaluationAsync(GetModelEvaluationRequest, CancellationToken)
// Create client
AutoMlClient autoMlClient = await AutoMlClient.CreateAsync();
// Initialize request argument(s)
GetModelEvaluationRequest request = new GetModelEvaluationRequest {
Name = "",
};
// Make the request
ModelEvaluation response = await autoMlClient.GetModelEvaluationAsync(request);
// End snippet
}
public void PrepareGraphs(ModelEvaluation modelEval)
{
//clear prev. state
trainingGraph.GraphPane.CurveList.Clear();
validationGraph.GraphPane.CurveList.Clear();
//prepare series
prepareSeriesGraph(modelEval, trainingGraph, ref actualTraining, ref predictedTraining);
prepareSeriesGraph(modelEval, validationGraph, ref actualValidation, ref predictedValidation);
//add series after initialization
trainingGraph.GraphPane.CurveList.Add(actualTraining);
trainingGraph.GraphPane.CurveList.Add(predictedTraining);
validationGraph.GraphPane.CurveList.Add(actualValidation);
validationGraph.GraphPane.CurveList.Add(predictedValidation);
}
private void prepareSeriesGraph(ModelEvaluation modelEval, ZedChartExt zedGraph, ref LineItem actualSeries, ref LineItem predictedSeries)
{
zedGraph.SetFont();
//
if (modelEval.ModelOutputDim == 1)
{
predictedSeries = new LineItem("Predicted", null, null, System.Drawing.Color.Blue, ZedGraph.SymbolType.None, 1);
predictedSeries.Symbol.Fill = new Fill(System.Drawing.Color.Blue);
predictedSeries.Symbol.Size = 1;
//
actualSeries = new LineItem("Actual", null, null, System.Drawing.Color.Orange, ZedGraph.SymbolType.None, 1);
actualSeries.Symbol.Fill = new Fill(System.Drawing.Color.Orange);
actualSeries.Symbol.Size = 1;
zedGraph.GraphPane.YAxis.Scale.MaxAuto = true;
zedGraph.GraphPane.YAxis.Scale.MinAuto = true;
zedGraph.GraphPane.YAxis.MajorGrid.IsVisible = false;
zedGraph.GraphPane.XAxis.MajorGrid.IsVisible = false;
zedGraph.GraphPane.YAxis.Scale.MajorStepAuto = true;
zedGraph.GraphPane.YAxis.Scale.MinorStepAuto = true;
zedGraph.GraphPane.XAxis.Scale.MajorStep = 1;
zedGraph.GraphPane.XAxis.Scale.MinorStep = 0;
}
else
{
Classes = modelEval.Classes;
if (modelEval.Classes == null || modelEval.Classes.Count == 0)
{
max = 0;
}
else
{
max = modelEval.Classes.Count - 1;
}
predictedSeries = new LineItem("Predicted", null, null, System.Drawing.Color.Orange, ZedGraph.SymbolType.Circle, 0);
predictedSeries.Symbol.Fill = new Fill(System.Drawing.Color.Orange);
predictedSeries.Symbol.Size = 5;
actualSeries = new LineItem("Actual", null, null, System.Drawing.Color.Blue, ZedGraph.SymbolType.Diamond, 0);
actualSeries.Symbol.Border = new ZedGraph.Border(System.Drawing.Color.Blue, 0.5f);
actualSeries.Symbol.Fill = new Fill(System.Drawing.Color.Blue);
actualSeries.Symbol.Size = 4;
zedGraph.GraphPane.YAxis.ScaleFormatEvent += YAxis_ScaleFormatEvent;
//zedModel.GraphPane.XAxis.Scale.Min = 0;
zedGraph.GraphPane.YAxis.Scale.Min = -0.1;
zedGraph.GraphPane.YAxis.Scale.Max = max + 0.2;
zedGraph.GraphPane.YAxis.MajorGrid.DashOff = 0;
zedGraph.GraphPane.YAxis.MajorGrid.IsVisible = true;
zedGraph.GraphPane.XAxis.MajorGrid.DashOff = 0;
zedGraph.GraphPane.XAxis.MajorGrid.IsVisible = false;
zedGraph.GraphPane.YAxis.Scale.MajorStep = 1;
zedGraph.GraphPane.YAxis.Scale.MinorStep = 1;
zedGraph.GraphPane.XAxis.Scale.MajorStep = 1;
zedGraph.GraphPane.XAxis.Scale.MinorStep = 1;
}
}