public async Task RecognizeCustomEntitiesTest() { TextAnalyticsClient client = GetClient(); TextAnalyticsActions batchActions = new TextAnalyticsActions() { RecognizeCustomEntitiesActions = new List <RecognizeCustomEntitiesAction>() { new RecognizeCustomEntitiesAction(TestEnvironment.RecognizeCustomEntitiesProjectName, TestEnvironment.RecognizeCustomEntitiesDeploymentName) } }; var operation = await client.StartAnalyzeActionsAsync(new List <string> { EnglishDocument1 }, batchActions); await PollUntilTimeout(operation); Assert.IsTrue(operation.HasCompleted); RecognizeCustomEntitiesResultCollection results = ExtractDocumentsResultsFromResponse(operation); RecognizeEntitiesResult firstResult = results.First(); CategorizedEntityCollection entites = firstResult.Entities; ValidateInDocumentResult(entites, e_document1ExpectedOutput); }
public async Task RecognizeEntitiesTypesSubTypes() { TextAnalyticsClient client = GetClient(); const string input = "Bill Gates | Microsoft | New Mexico | 800-102-1100 | [email protected] | April 4, 1975 12:34 | April 4, 1975 | 12:34 | five seconds | 9 | third | 120% | €30 | 11m | 22 °C"; RecognizeEntitiesResult result = await client.RecognizeEntitiesAsync(input); List <NamedEntity> entities = result.NamedEntities.ToList(); Assert.AreEqual(15, entities.Count); Assert.AreEqual(NamedEntityType.Person, entities[0].Type); Assert.AreEqual(NamedEntitySubType.None, entities[0].SubType); Assert.AreEqual(NamedEntityType.Organization, entities[1].Type); Assert.AreEqual(NamedEntitySubType.None, entities[1].SubType); Assert.AreEqual(NamedEntityType.Location, entities[2].Type); Assert.AreEqual(NamedEntitySubType.None, entities[2].SubType); Assert.AreEqual(NamedEntityType.PhoneNumber, entities[3].Type); Assert.AreEqual(NamedEntitySubType.None, entities[3].SubType); Assert.AreEqual(NamedEntityType.Email, entities[4].Type); Assert.AreEqual(NamedEntitySubType.None, entities[4].SubType); Assert.AreEqual(NamedEntityType.DateTime, entities[5].Type); Assert.AreEqual(NamedEntitySubType.None, entities[5].SubType); Assert.AreEqual(NamedEntityType.DateTime, entities[6].Type); Assert.AreEqual(NamedEntitySubType.Date, entities[6].SubType); Assert.AreEqual(NamedEntityType.DateTime, entities[7].Type); Assert.AreEqual(NamedEntitySubType.Time, entities[7].SubType); Assert.AreEqual(NamedEntityType.DateTime, entities[8].Type); Assert.AreEqual(NamedEntitySubType.Duration, entities[8].SubType); Assert.AreEqual(NamedEntityType.Quantity, entities[9].Type); Assert.AreEqual(NamedEntitySubType.Number, entities[9].SubType); Assert.AreEqual(NamedEntityType.Quantity, entities[10].Type); Assert.AreEqual(NamedEntitySubType.Ordinal, entities[10].SubType); Assert.AreEqual(NamedEntityType.Quantity, entities[11].Type); Assert.AreEqual(NamedEntitySubType.Percentage, entities[11].SubType); Assert.AreEqual(NamedEntityType.Quantity, entities[12].Type); Assert.AreEqual(NamedEntitySubType.Currency, entities[12].SubType); Assert.AreEqual(NamedEntityType.Quantity, entities[13].Type); Assert.AreEqual(NamedEntitySubType.Dimension, entities[13].SubType); Assert.AreEqual(NamedEntityType.Quantity, entities[14].Type); Assert.AreEqual(NamedEntitySubType.Temperature, entities[14].SubType); }
public async Task RecognizeEntitiesWithLanguageTest() { TextAnalyticsClient client = GetClient(); string input = "Microsoft fue fundado por Bill Gates y Paul Allen."; RecognizeEntitiesResult result = await client.RecognizeEntitiesAsync(input, "es"); IReadOnlyCollection <NamedEntity> entities = result.NamedEntities; Assert.AreEqual(3, entities.Count); }
private Dictionary <string, List <string> > GetEntities(RecognizeEntitiesResult document) { var entitiesResult = new Dictionary <string, List <string> >(); document.Entities .GroupBy(entities => (string)entities.Category) .ToList() .ForEach(group => { var category = group.Key; var entities = group.Select(entity => entity.Text).ToList(); entitiesResult.Add(category, entities); }); return(entitiesResult); }
public async Task RecognizeEntitiesWithSubtypeTest() { TextAnalyticsClient client = GetClient(); string input = "I had a wonderful trip to Seattle last week."; RecognizeEntitiesResult result = await client.RecognizeEntitiesAsync(input); IReadOnlyCollection <NamedEntity> entities = result.NamedEntities; Assert.AreEqual(2, entities.Count); foreach (NamedEntity entity in entities) { if (entity.Text == "last week") { Assert.IsTrue(entity.SubType != NamedEntitySubType.None); } } }
public void RecognizePiiEntities() { string endpoint = Environment.GetEnvironmentVariable("TEXT_ANALYTICS_ENDPOINT"); string subscriptionKey = Environment.GetEnvironmentVariable("TEXT_ANALYTICS_SUBSCRIPTION_KEY"); // Instantiate a client that will be used to call the service. var client = new TextAnalyticsClient(new Uri(endpoint), subscriptionKey); string input = "A developer with SSN 859-98-0987 whose phone number is 206-867-5309 is building tools with our APIs."; Debug.WriteLine($"Recognizing PII entities for input: \"{input}\""); RecognizeEntitiesResult result = client.RecognizePiiEntities(input); IReadOnlyCollection <NamedEntity> entities = result.NamedEntities; Debug.WriteLine($"Recognized {entities.Count()} PII entit{(entities.Count() > 1 ? "ies" : "y")}:"); foreach (NamedEntity entity in entities) { Debug.WriteLine($"Text: {entity.Text}, Type: {entity.Type}, SubType: {entity.SubType ?? "N/A"}, Score: {entity.Score}, Offset: {entity.Offset}, Length: {entity.Length}"); } }
public void RecognizeEntities() { string endpoint = Environment.GetEnvironmentVariable("TEXT_ANALYTICS_ENDPOINT"); string subscriptionKey = Environment.GetEnvironmentVariable("TEXT_ANALYTICS_SUBSCRIPTION_KEY"); // Instantiate a client that will be used to call the service. var client = new TextAnalyticsClient(new Uri(endpoint), subscriptionKey); string input = "Microsoft was founded by Bill Gates and Paul Allen."; Debug.WriteLine($"Recognizing entities for input: \"{input}\""); RecognizeEntitiesResult result = client.RecognizeEntities(input); IReadOnlyCollection <NamedEntity> entities = result.NamedEntities; Debug.WriteLine($"Recognized {entities.Count()} entities:"); foreach (NamedEntity entity in entities) { Debug.WriteLine($"Text: {entity.Text}, Type: {entity.Type}, SubType: {entity.SubType ?? "N/A"}, Score: {entity.Score}, Offset: {entity.Offset}, Length: {entity.Length}"); } }
public async Task RecognizeEntitiesAsync() { string endpoint = Environment.GetEnvironmentVariable("TEXT_ANALYTICS_ENDPOINT"); string subscriptionKey = Environment.GetEnvironmentVariable("TEXT_ANALYTICS_SUBSCRIPTION_KEY"); var client = new TextAnalyticsClient(new Uri(endpoint), subscriptionKey); #region Snippet:RecognizeEntitiesAsync string input = "Microsoft was founded by Bill Gates and Paul Allen."; RecognizeEntitiesResult result = await client.RecognizeEntitiesAsync(input); IReadOnlyCollection <NamedEntity> entities = result.NamedEntities; Console.WriteLine($"Recognized {entities.Count()} entities:"); foreach (NamedEntity entity in entities) { Console.WriteLine($"Text: {entity.Text}, Type: {entity.Type}, SubType: {entity.SubType ?? "N/A"}, Score: {entity.Score}, Offset: {entity.Offset}, Length: {entity.Length}"); } #endregion }
public async Task RecognizeEntitiesTest() { TextAnalyticsClient client = GetClient(); string input = "Microsoft was founded by Bill Gates and Paul Allen."; RecognizeEntitiesResult result = await client.RecognizeEntitiesAsync(input); IReadOnlyCollection <NamedEntity> entities = result.NamedEntities; Assert.AreEqual(3, entities.Count); var entitiesList = new List <string> { "Bill Gates", "Microsoft", "Paul Allen" }; foreach (NamedEntity entity in entities) { Assert.IsTrue(entitiesList.Contains(entity.Text)); Assert.IsNotNull(entity.Score); Assert.IsNotNull(entity.Offset); Assert.IsNotNull(entity.Length); Assert.Greater(entity.Length, 0); } }