public void AnalyzeEntities_ValidQueryWithDocumentURL()
{
Document document = new Document(DocumentType.PLAIN_TEXT, googleCloudUri: VALID_DOC_URL);
Task <Tuple <AnalyzeEntitiesResponse, ResponseStatus> > response = nlIntelligence.AnalyzeEntities(document, EncodingType.UTF8);
response.Wait();
Assert.IsNotNull(response.Result.Item1);
Assert.AreEqual(response.Result.Item2, NaturalLanguageStatus.OK);
AnalyzeEntitiesResponse entitiesResponse = response.Result.Item1;
Assert.IsNotNull(entitiesResponse.Entities);
Assert.GreaterOrEqual(entitiesResponse.Entities.Count, 1);
foreach (Entity entity in entitiesResponse.Entities)
{
Assert.IsNotNull(entity.Name);
Assert.IsNotEmpty(entity.Name);
Assert.IsNotNull(entity.Mentions);
Assert.GreaterOrEqual(entity.Mentions.Count, 1);
Assert.GreaterOrEqual(entity.Salience, 0);
Assert.LessOrEqual(entity.Salience, 1);
Assert.IsNotNull(entity.Type);
Assert.AreNotEqual(entity.Type, EntityResponseType.UNKNOWN);
}
}
/// <summary>Snippet for AnalyzeEntities</summary>
public void AnalyzeEntities2()
{
// Snippet: AnalyzeEntities(Document, CallSettings)
// Create client
LanguageServiceClient languageServiceClient = LanguageServiceClient.Create();
// Initialize request argument(s)
Document document = new Document();
// Make the request
AnalyzeEntitiesResponse response = languageServiceClient.AnalyzeEntities(document);
// End snippet
}
public void AnalyzeEntities_RequestObject()
{
// Snippet: AnalyzeEntities(AnalyzeEntitiesRequest,CallSettings)
// Create client
LanguageServiceClient languageServiceClient = LanguageServiceClient.Create();
// Initialize request argument(s)
AnalyzeEntitiesRequest request = new AnalyzeEntitiesRequest
{
Document = new Document(),
};
// Make the request
AnalyzeEntitiesResponse response = languageServiceClient.AnalyzeEntities(request);
// End snippet
}
public async Task AnalyzeEntitiesAsync()
{
// Snippet: AnalyzeEntitiesAsync(Document,EncodingType,CallSettings)
// Additional: AnalyzeEntitiesAsync(Document,EncodingType,CancellationToken)
// Create client
LanguageServiceClient languageServiceClient = LanguageServiceClient.Create();
// Initialize request argument(s)
Document document = new Document();
EncodingType encodingType = EncodingType.None;
// Make the request
AnalyzeEntitiesResponse response = await languageServiceClient.AnalyzeEntitiesAsync(document, encodingType);
// End snippet
}
// [START language_entities_gcs_core]
/// <summary>
/// Analyze entities in text stored in GCS
/// </summary>
public static void SampleAnalyzeEntities(string gcsUr)
{
LanguageServiceClient languageServiceClient = LanguageServiceClient.Create();
// string gcsUr = "gs://cloud-samples-data/language/entity.txt"
AnalyzeEntitiesRequest request = new AnalyzeEntitiesRequest
{
Document = new Document
{
Type = Document.Types.Type.PlainText,
GcsContentUri = "gs://cloud-samples-data/language/entity.txt",
},
};
AnalyzeEntitiesResponse response = languageServiceClient.AnalyzeEntities(request);
// FIXME: inspect the results
}
// [START language_entities_text_core]
/// <summary>
/// Analyze entities in text
/// </summary>
public static void SampleAnalyzeEntities(string textContent)
{
LanguageServiceClient languageServiceClient = LanguageServiceClient.Create();
// string textContent = "California is a state."
AnalyzeEntitiesRequest request = new AnalyzeEntitiesRequest
{
Document = new Document
{
Type = Document.Types.Type.PlainText,
Content = "California is a state.",
},
};
AnalyzeEntitiesResponse response = languageServiceClient.AnalyzeEntities(request);
// FIXME: inspect the results
}
public async Task AnalyzeEntitiesAsync_RequestObject()
{
// Snippet: AnalyzeEntitiesAsync(AnalyzeEntitiesRequest,CallSettings)
// Create client
LanguageServiceClient languageServiceClient = await LanguageServiceClient.CreateAsync();
// Initialize request argument(s)
AnalyzeEntitiesRequest request = new AnalyzeEntitiesRequest
{
Document = new Document(),
};
// Make the request
AnalyzeEntitiesResponse response = await languageServiceClient.AnalyzeEntitiesAsync(request);
// End snippet
}
/// <summary>Snippet for AnalyzeEntitiesAsync</summary>
public async Task AnalyzeEntitiesRequestObjectAsync()
{
// Snippet: AnalyzeEntitiesAsync(AnalyzeEntitiesRequest, CallSettings)
// Additional: AnalyzeEntitiesAsync(AnalyzeEntitiesRequest, CancellationToken)
// Create client
LanguageServiceClient languageServiceClient = await LanguageServiceClient.CreateAsync();
// Initialize request argument(s)
AnalyzeEntitiesRequest request = new AnalyzeEntitiesRequest
{
Document = new Document(),
EncodingType = EncodingType.None,
};
// Make the request
AnalyzeEntitiesResponse response = await languageServiceClient.AnalyzeEntitiesAsync(request);
// End snippet
}
public void AnalyzeEntities()
{
// Sample: AnalyzeEntities
// Additional: AnalyzeEntities(Document,*)
LanguageServiceClient client = LanguageServiceClient.Create();
Document document = Document.FromPlainText("Richard of York gave battle in vain.");
AnalyzeEntitiesResponse response = client.AnalyzeEntities(document);
Console.WriteLine($"Detected language: {response.Language}");
Console.WriteLine("Detected entities:");
foreach (Entity entity in response.Entities)
{
Console.WriteLine($" {entity.Name} ({(int) (entity.Salience * 100)}%)");
}
// End sample
Assert.Equal(3, response.Entities.Count);
Assert.Equal("Richard of York", response.Entities[0].Name);
}
public async Task AnalyzeEntitiesAsync2()
{
Mock <LanguageService.LanguageServiceClient> mockGrpcClient = new Mock <LanguageService.LanguageServiceClient>(MockBehavior.Strict);
AnalyzeEntitiesRequest request = new AnalyzeEntitiesRequest
{
Document = new Document(),
};
AnalyzeEntitiesResponse expectedResponse = new AnalyzeEntitiesResponse
{
Language = "language-1613589672",
};
mockGrpcClient.Setup(x => x.AnalyzeEntitiesAsync(request, It.IsAny <CallOptions>()))
.Returns(new Grpc.Core.AsyncUnaryCall <AnalyzeEntitiesResponse>(Task.FromResult(expectedResponse), null, null, null, null));
LanguageServiceClient client = new LanguageServiceClientImpl(mockGrpcClient.Object, null);
AnalyzeEntitiesResponse response = await client.AnalyzeEntitiesAsync(request);
Assert.Same(expectedResponse, response);
mockGrpcClient.VerifyAll();
}
public void AnalyzeEntities2()
{
Mock <LanguageService.LanguageServiceClient> mockGrpcClient = new Mock <LanguageService.LanguageServiceClient>(MockBehavior.Strict);
AnalyzeEntitiesRequest request = new AnalyzeEntitiesRequest
{
Document = new Document(),
};
AnalyzeEntitiesResponse expectedResponse = new AnalyzeEntitiesResponse
{
Language = "language-1613589672",
};
mockGrpcClient.Setup(x => x.AnalyzeEntities(request, It.IsAny <CallOptions>()))
.Returns(expectedResponse);
LanguageServiceClient client = new LanguageServiceClientImpl(mockGrpcClient.Object, null);
AnalyzeEntitiesResponse response = client.AnalyzeEntities(request);
Assert.Same(expectedResponse, response);
mockGrpcClient.VerifyAll();
}
public void AnalyzeEntities1()
{
moq::Mock <LanguageService.LanguageServiceClient> mockGrpcClient = new moq::Mock <LanguageService.LanguageServiceClient>(moq::MockBehavior.Strict);
AnalyzeEntitiesRequest request = new AnalyzeEntitiesRequest
{
Document = new Document(),
EncodingType = EncodingType.None,
};
AnalyzeEntitiesResponse expectedResponse = new AnalyzeEntitiesResponse
{
Entities = { new Entity(), },
Language = "language7dae1285",
};
mockGrpcClient.Setup(x => x.AnalyzeEntities(request, moq::It.IsAny <grpccore::CallOptions>())).Returns(expectedResponse);
LanguageServiceClient client = new LanguageServiceClientImpl(mockGrpcClient.Object, null);
AnalyzeEntitiesResponse response = client.AnalyzeEntities(request.Document, request.EncodingType);
xunit::Assert.Same(expectedResponse, response);
mockGrpcClient.VerifyAll();
}
public async stt::Task AnalyzeEntities1Async()
{
moq::Mock <LanguageService.LanguageServiceClient> mockGrpcClient = new moq::Mock <LanguageService.LanguageServiceClient>(moq::MockBehavior.Strict);
AnalyzeEntitiesRequest request = new AnalyzeEntitiesRequest
{
Document = new Document(),
EncodingType = EncodingType.None,
};
AnalyzeEntitiesResponse expectedResponse = new AnalyzeEntitiesResponse
{
Entities = { new Entity(), },
Language = "language7dae1285",
};
mockGrpcClient.Setup(x => x.AnalyzeEntitiesAsync(request, moq::It.IsAny <grpccore::CallOptions>())).Returns(new grpccore::AsyncUnaryCall <AnalyzeEntitiesResponse>(stt::Task.FromResult(expectedResponse), null, null, null, null));
LanguageServiceClient client = new LanguageServiceClientImpl(mockGrpcClient.Object, null);
AnalyzeEntitiesResponse responseCallSettings = await client.AnalyzeEntitiesAsync(request.Document, request.EncodingType, gaxgrpc::CallSettings.FromCancellationToken(st::CancellationToken.None));
xunit::Assert.Same(expectedResponse, responseCallSettings);
AnalyzeEntitiesResponse responseCancellationToken = await client.AnalyzeEntitiesAsync(request.Document, request.EncodingType, st::CancellationToken.None);
xunit::Assert.Same(expectedResponse, responseCancellationToken);
mockGrpcClient.VerifyAll();
}
public void AnalyzeEntitySentiment_ValidQueryWithDocumentContent()
{
Document document = new Document(DocumentType.PLAIN_TEXT, content: File.ReadAllText(VALID_FILE_LOCATION));
Task <Tuple <AnalyzeEntitiesResponse, ResponseStatus> > response = nlIntelligence.AnalyzeEntitySentiment(document, EncodingType.UTF8);
response.Wait();
Assert.IsNotNull(response.Result.Item1);
Assert.AreEqual(response.Result.Item2, NaturalLanguageStatus.OK);
AnalyzeEntitiesResponse entitiesResponse = response.Result.Item1;
Assert.IsNotNull(entitiesResponse.Entities);
Assert.GreaterOrEqual(entitiesResponse.Entities.Count, 1);
foreach (Entity entity in entitiesResponse.Entities)
{
Assert.IsNotNull(entity.Name);
Assert.IsNotEmpty(entity.Name);
Assert.IsNotNull(entity.Mentions);
Assert.GreaterOrEqual(entity.Mentions.Count, 1);
Assert.GreaterOrEqual(entity.Salience, 0);
Assert.LessOrEqual(entity.Salience, 1);
Assert.IsNotNull(entity.Sentiment);
Assert.GreaterOrEqual(entity.Sentiment.Magnitude, 0);
Assert.GreaterOrEqual(entity.Sentiment.Score, -1);
Assert.LessOrEqual(entity.Sentiment.Score, 1);
Assert.IsNotNull(entity.Type);
Assert.AreNotEqual(entity.Type, EntityResponseType.UNKNOWN);
}
}
public async static Task <Dictionary <string, object> > GoogleNaturalLanguageUnderstanding(AppSettings appSettings, string text)
{
string methodName = "GoogleNaturalLanguageUnderstanding";
Dictionary <string, object> result = new Dictionary <string, object>();
try
{
CommonService.SetGoogleCredentials(@"googleAI-Harima.json");
var client = LanguageServiceClient.Create();
AnalyzeSentimentResponse analyzeSentimentResponse = new AnalyzeSentimentResponse();
try
{
analyzeSentimentResponse = await client.AnalyzeSentimentAsync(new Document()
{
Content = text,
Type = Document.Types.Type.PlainText
});
}
catch (Exception e)
{
Log.Write(appSettings, LogEnum.ERROR.ToString(), label, className, methodName, $"ERROR: {text}");
Log.Write(appSettings, LogEnum.ERROR.ToString(), $"02{Assembly.GetExecutingAssembly().GetName().Name}", MethodBase.GetCurrentMethod().ReflectedType.Name, methodName, $"Watson error: {e.Source + Environment.NewLine + e.Message}");
}
AnalyzeEntitiesResponse analyzeEntitiesResponse = new AnalyzeEntitiesResponse();
try
{
analyzeEntitiesResponse = await client.AnalyzeEntitiesAsync(new Document()
{
Content = text,
Type = Document.Types.Type.PlainText
});
}
catch (Exception e)
{
Log.Write(appSettings, LogEnum.ERROR.ToString(), label, className, methodName, $"ERROR: {text}");
Log.Write(appSettings, LogEnum.ERROR.ToString(), $"02{Assembly.GetExecutingAssembly().GetName().Name}", MethodBase.GetCurrentMethod().ReflectedType.Name, methodName, $"Watson error: {e.Source + Environment.NewLine + e.Message}");
}
ClassifyTextResponse classifyTextResponse = new ClassifyTextResponse();
try
{
LanguageTranslatorRequest languageTranslatorRequest = new LanguageTranslatorRequest();
languageTranslatorRequest.Text = text;
languageTranslatorRequest.Source = "es";
languageTranslatorRequest.Target = "en";
string translation = await LanguageTranslatorService.GoogleLanguageTranslator(appSettings, languageTranslatorRequest);
classifyTextResponse = await client.ClassifyTextAsync(new Document()
{
Content = translation,
Type = Document.Types.Type.PlainText
});
}
catch (Exception e)
{
Log.Write(appSettings, LogEnum.ERROR.ToString(), label, className, methodName, $"ERROR: {text}");
Log.Write(appSettings, LogEnum.ERROR.ToString(), $"02{Assembly.GetExecutingAssembly().GetName().Name}", MethodBase.GetCurrentMethod().ReflectedType.Name, methodName, $"Watson error: {e.Source + Environment.NewLine + e.Message}");
}
result["sentiment"] = analyzeSentimentResponse;
result["entities"] = analyzeEntitiesResponse;
result["clasifiy"] = classifyTextResponse;
return(result);
}
catch (Exception e)
{
Log.Write(appSettings, LogEnum.ERROR.ToString(), label, className, methodName, $"ERROR: {text}");
Log.Write(appSettings, LogEnum.ERROR.ToString(), label, className, methodName, $"ERROR: {e.Source + Environment.NewLine + e.Message + Environment.NewLine + e.StackTrace}");
throw e;
}
}
