public async stt::Task ExplainResourceNamesAsync()
{
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(),
};
ExplainResponse expectedResponse = new ExplainResponse
{
Explanations = { new Explanation(), },
DeployedModelId = "deployed_model_idf0bd41af",
Predictions = { new wkt::Value(), },
};
mockGrpcClient.Setup(x => x.ExplainAsync(request, moq::It.IsAny <grpccore::CallOptions>())).Returns(new grpccore::AsyncUnaryCall <ExplainResponse>(stt::Task.FromResult(expectedResponse), null, null, null, null));
PredictionServiceClient client = new PredictionServiceClientImpl(mockGrpcClient.Object, null);
ExplainResponse responseCallSettings = await client.ExplainAsync(request.EndpointAsEndpointName, request.Instances, request.Parameters, request.DeployedModelId, gaxgrpc::CallSettings.FromCancellationToken(st::CancellationToken.None));
xunit::Assert.Same(expectedResponse, responseCallSettings);
ExplainResponse responseCancellationToken = await client.ExplainAsync(request.EndpointAsEndpointName, request.Instances, request.Parameters, request.DeployedModelId, st::CancellationToken.None);
xunit::Assert.Same(expectedResponse, responseCancellationToken);
mockGrpcClient.VerifyAll();
}
protected override void ExpectResponse(ExplainResponse <Project> response)
{
response.IsValid.Should().BeTrue();
response.Matched.Should().BeTrue();
response.Get.Should().NotBeNull();
response.Get.Source.ShouldAdhereToSourceSerializerWhenSet();
}
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 Task IQuery_Explain(string q, ExplainResponse expected)
{
using var handler = MockHttpMessageHandler.SetupHandler(expected);
var api = handler.SetupApi <IQuery>();
var result = await api.GetAsync(q, CancellationToken.None, "v44.0");
result.Should().BeEquivalentTo(expected);
handler.ConfirmPath("/services/data/v44.0/query?explain=", q);
}
/// <summary>Snippet for Explain</summary>
public void ExplainResourceNames()
{
// Snippet: Explain(EndpointName, IEnumerable<Value>, Value, string, CallSettings)
// Create client
PredictionServiceClient predictionServiceClient = PredictionServiceClient.Create();
// Initialize request argument(s)
EndpointName endpoint = EndpointName.FromProjectLocationEndpoint("[PROJECT]", "[LOCATION]", "[ENDPOINT]");
IEnumerable <Value> instances = new Value[] { new Value(), };
Value parameters = new Value();
string deployedModelId = "";
// Make the request
ExplainResponse response = predictionServiceClient.Explain(endpoint, instances, parameters, deployedModelId);
// End snippet
}
/// <summary>Snippet for Explain</summary>
public void Explain()
{
// Snippet: Explain(string, IEnumerable<Value>, Value, string, CallSettings)
// Create client
PredictionServiceClient predictionServiceClient = PredictionServiceClient.Create();
// Initialize request argument(s)
string endpoint = "projects/[PROJECT]/locations/[LOCATION]/endpoints/[ENDPOINT]";
IEnumerable <Value> instances = new Value[] { new Value(), };
Value parameters = new Value();
string deployedModelId = "";
// Make the request
ExplainResponse response = predictionServiceClient.Explain(endpoint, instances, parameters, deployedModelId);
// End snippet
}
/// <summary>Snippet for Explain</summary>
public void ExplainRequestObject()
{
// Snippet: Explain(ExplainRequest, CallSettings)
// Create client
PredictionServiceClient predictionServiceClient = PredictionServiceClient.Create();
// Initialize request argument(s)
ExplainRequest request = new ExplainRequest
{
EndpointAsEndpointName = EndpointName.FromProjectLocationEndpoint("[PROJECT]", "[LOCATION]", "[ENDPOINT]"),
Instances = { new Value(), },
DeployedModelId = "",
Parameters = new Value(),
ExplanationSpecOverride = new ExplanationSpecOverride(),
};
// Make the request
ExplainResponse response = predictionServiceClient.Explain(request);
// End snippet
}
public void ExplainWithDocumentIdTest()
{
Span span = new Span
{
CharacterStart = 1,
CharacterEnd = 2,
Text = "A"
};
List <Span> spans = new List <Span>
{
span
};
Explanation explanation = new Explanation
{
AppliedSpans = spans,
IgnoredSpans = new List <Span>()
};
ExplainResponse mockResponse = new ExplainResponse
{
FilteredText = "His SSN was {{{REDACTED-ssn}}}.",
DocumentId = "docid",
Explanation = explanation
};
string json = Newtonsoft.Json.JsonConvert.SerializeObject(mockResponse);
_simulator.Post("/api/explain").Responds(json).WithCode(200);
PhilterClient philterClient = new PhilterClient(GetClient());
ExplainResponse explainResponse = philterClient.Explain("His SSN was 123-45-6789.", "context", "docid", "invalid");
Assert.IsNotNull(explainResponse);
Assert.AreEqual(1, explainResponse.Explanation.AppliedSpans.Count);
Assert.AreEqual(0, explainResponse.Explanation.IgnoredSpans.Count);
Assert.AreEqual("docid", explainResponse.DocumentId);
}