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AnalyzeOperationTests.cs
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AnalyzeOperationTests.cs
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// Copyright (c) Microsoft Corporation. All rights reserved.
// Licensed under the MIT License.
using System;
using System.Collections.Generic;
using System.Linq;
using System.Threading.Tasks;
using Azure.AI.TextAnalytics.Tests.Infrastructure;
using Azure.Core.TestFramework;
using NUnit.Framework;
namespace Azure.AI.TextAnalytics.Tests
{
[ServiceVersion(Min = TextAnalyticsClientOptions.ServiceVersion.V3_1)]
public class AnalyzeOperationTests : TextAnalyticsClientLiveTestBase
{
public AnalyzeOperationTests(bool isAsync, TextAnalyticsClientOptions.ServiceVersion serviceVersion)
: base(isAsync, serviceVersion)
{
}
private static List<string> batchConvenienceDocuments = new List<string>
{
"Elon Musk is the CEO of SpaceX and Tesla.",
"Tesla stock is up by 400% this year."
};
private static List<TextDocumentInput> batchDocuments = new List<TextDocumentInput>
{
new TextDocumentInput("1", "Elon Musk is the CEO of SpaceX and Tesla.")
{
Language = "en",
},
new TextDocumentInput("2", "Tesla stock is up by 400% this year.")
{
Language = "en",
}
};
[RecordedTest]
[RetryOnInternalServerError]
public async Task AnalyzeOperationWithAADTest()
{
TextAnalyticsClient client = GetClient(useTokenCredential: true);
TextAnalyticsActions batchActions = new TextAnalyticsActions()
{
ExtractKeyPhrasesActions = new List<ExtractKeyPhrasesAction>() { new ExtractKeyPhrasesAction() },
};
AnalyzeActionsOperation operation = await client.AnalyzeActionsAsync(WaitUntil.Completed, batchDocuments, batchActions);
//Take the first page
AnalyzeActionsResult resultCollection = operation.Value.ToEnumerableAsync().Result.FirstOrDefault();
IReadOnlyCollection<ExtractKeyPhrasesActionResult> keyPhrasesActionsResults = resultCollection.ExtractKeyPhrasesResults;
Assert.IsNotNull(keyPhrasesActionsResults);
Assert.AreEqual(2, keyPhrasesActionsResults.FirstOrDefault().DocumentsResults.Count);
}
[RecordedTest]
[RetryOnInternalServerError]
[ServiceVersion(Min = TextAnalyticsClientOptions.ServiceVersion.V2022_05_01)]
public async Task AnalyzeOperationTest()
{
TextAnalyticsClient client = GetClient();
TextAnalyticsActions batchActions = new TextAnalyticsActions()
{
ExtractKeyPhrasesActions = new List<ExtractKeyPhrasesAction>() { new ExtractKeyPhrasesAction() },
};
AnalyzeActionsOperation operation = await client.AnalyzeActionsAsync(WaitUntil.Completed, batchConvenienceDocuments, batchActions, "en");
//Take the first page
AnalyzeActionsResult resultCollection = operation.Value.ToEnumerableAsync().Result.FirstOrDefault();
IReadOnlyCollection<RecognizeEntitiesActionResult> entitiesActionsResults = resultCollection.RecognizeEntitiesResults;
IReadOnlyCollection<ExtractKeyPhrasesActionResult> keyPhrasesActionsResults = resultCollection.ExtractKeyPhrasesResults;
IReadOnlyCollection<RecognizePiiEntitiesActionResult> piiActionsResults = resultCollection.RecognizePiiEntitiesResults;
IReadOnlyCollection<RecognizeLinkedEntitiesActionResult> entityLinkingActionsResults = resultCollection.RecognizeLinkedEntitiesResults;
IReadOnlyCollection<AnalyzeSentimentActionResult> analyzeSentimentActionsResults = resultCollection.AnalyzeSentimentResults;
IReadOnlyCollection<RecognizeCustomEntitiesActionResult> recognizeCustomEntitiesActionResults = resultCollection.RecognizeCustomEntitiesResults;
IReadOnlyCollection<SingleLabelClassifyActionResult> singleLabelClassifyResults = resultCollection.SingleLabelClassifyResults;
IReadOnlyCollection<MultiLabelClassifyActionResult> multiLabelClassifyResults = resultCollection.MultiLabelClassifyResults;
IReadOnlyCollection<AnalyzeHealthcareEntitiesActionResult> analyzeHealthcareEntitiesActionResults = resultCollection.AnalyzeHealthcareEntitiesResults;
IReadOnlyCollection<ExtractiveSummarizeActionResult> extractiveSummarizeActionResults = resultCollection.ExtractiveSummarizeResults;
Assert.IsNotNull(keyPhrasesActionsResults);
Assert.IsNotNull(entitiesActionsResults);
Assert.IsNotNull(piiActionsResults);
Assert.IsNotNull(entityLinkingActionsResults);
Assert.IsNotNull(analyzeSentimentActionsResults);
Assert.IsNotNull(singleLabelClassifyResults);
Assert.IsNotNull(multiLabelClassifyResults);
Assert.IsNotNull(recognizeCustomEntitiesActionResults);
Assert.IsNotNull(analyzeHealthcareEntitiesActionResults);
Assert.IsNotNull(extractiveSummarizeActionResults);
var keyPhrasesListId1 = new List<string> { "CEO", "SpaceX", "Elon Musk", "Tesla" };
var keyPhrasesListId2 = new List<string> { "Tesla stock" };
ExtractKeyPhrasesResultCollection keyPhrasesDocumentsResults = keyPhrasesActionsResults.FirstOrDefault().DocumentsResults;
Assert.AreEqual(2, keyPhrasesDocumentsResults.Count);
foreach (string keyphrase in keyPhrasesDocumentsResults[0].KeyPhrases)
{
Assert.IsTrue(keyPhrasesListId1.Contains(keyphrase));
}
foreach (string keyphrase in keyPhrasesDocumentsResults[1].KeyPhrases)
{
Assert.IsTrue(keyPhrasesListId2.Contains(keyphrase));
}
}
[RecordedTest]
[RetryOnInternalServerError]
public async Task AnalyzeOperationWithLanguageTest()
{
TextAnalyticsClient client = GetClient();
var batchDocuments = new List<TextDocumentInput>
{
new TextDocumentInput("1", "Microsoft was founded by Bill Gates and Paul Allen.")
{
Language = "en",
},
new TextDocumentInput("2", "Mi perro y mi gato tienen que ir al veterinario.")
{
Language = "es",
}
};
TextAnalyticsActions batchActions = new TextAnalyticsActions()
{
ExtractKeyPhrasesActions = new List<ExtractKeyPhrasesAction>() { new ExtractKeyPhrasesAction() },
DisplayName = "AnalyzeOperationWithLanguageTest"
};
AnalyzeActionsOperation operation = await client.AnalyzeActionsAsync(WaitUntil.Completed, batchDocuments, batchActions);
//Take the first page
AnalyzeActionsResult resultCollection = operation.Value.ToEnumerableAsync().Result.FirstOrDefault();
IReadOnlyCollection<ExtractKeyPhrasesActionResult> keyPhrasesActionsResults = resultCollection.ExtractKeyPhrasesResults;
Assert.IsNotNull(keyPhrasesActionsResults);
ExtractKeyPhrasesResultCollection keyPhrasesDocumentsResults = keyPhrasesActionsResults.FirstOrDefault().DocumentsResults;
Assert.AreEqual(2, keyPhrasesDocumentsResults.Count);
Assert.AreEqual("AnalyzeOperationWithLanguageTest", operation.DisplayName);
var keyPhrasesListId1 = new List<string> { "Bill Gates", "Paul Allen", "Microsoft" };
var keyPhrasesListId2 = new List<string> { "Mi", "gato", "perro", "veterinario" };
foreach (string keyphrase in keyPhrasesDocumentsResults[0].KeyPhrases)
{
Assert.IsTrue(keyPhrasesListId1.Contains(keyphrase));
}
foreach (string keyphrase in keyPhrasesDocumentsResults[1].KeyPhrases)
{
Assert.IsTrue(keyPhrasesListId2.Contains(keyphrase));
}
}
[RecordedTest]
[RetryOnInternalServerError]
public async Task AnalyzeOperationWithMultipleActions()
{
TextAnalyticsClient client = GetClient();
var batchDocuments = new List<TextDocumentInput>
{
new TextDocumentInput("1", "Microsoft was founded by Bill Gates and Paul Allen.")
{
Language = "en",
},
new TextDocumentInput("2", "Mi perro y mi gato tienen que ir al veterinario.")
{
Language = "es",
}
};
TextAnalyticsActions batchActions = new TextAnalyticsActions()
{
ExtractKeyPhrasesActions = new List<ExtractKeyPhrasesAction>() { new ExtractKeyPhrasesAction() },
RecognizeEntitiesActions = new List<RecognizeEntitiesAction>() { new RecognizeEntitiesAction() },
RecognizePiiEntitiesActions = new List<RecognizePiiEntitiesAction>() { new RecognizePiiEntitiesAction() },
RecognizeLinkedEntitiesActions = new List<RecognizeLinkedEntitiesAction>() { new RecognizeLinkedEntitiesAction() },
AnalyzeSentimentActions = new List<AnalyzeSentimentAction>() { new AnalyzeSentimentAction() },
DisplayName = "AnalyzeOperationWithMultipleTasks"
};
AnalyzeActionsOperation operation = await client.AnalyzeActionsAsync(WaitUntil.Started, batchDocuments, batchActions);
Assert.AreEqual(0, operation.ActionsFailed);
Assert.AreEqual(0, operation.ActionsSucceeded);
Assert.AreEqual(0, operation.ActionsInProgress);
Assert.AreEqual(0, operation.ActionsTotal);
await operation.WaitForCompletionAsync();
Assert.AreEqual(0, operation.ActionsFailed);
Assert.AreEqual(5, operation.ActionsSucceeded);
Assert.AreEqual(0, operation.ActionsInProgress);
Assert.AreEqual(5, operation.ActionsTotal);
ValidateOperationProperties(operation);
//Take the first page
AnalyzeActionsResult resultCollection = operation.Value.ToEnumerableAsync().Result.FirstOrDefault();
IReadOnlyCollection<RecognizeEntitiesActionResult> entitiesActionsResults = resultCollection.RecognizeEntitiesResults;
IReadOnlyCollection<ExtractKeyPhrasesActionResult> keyPhrasesActionsResults = resultCollection.ExtractKeyPhrasesResults;
IReadOnlyCollection<RecognizePiiEntitiesActionResult> piiActionsResults = resultCollection.RecognizePiiEntitiesResults;
IReadOnlyCollection<RecognizeLinkedEntitiesActionResult> entityLinkingActionsResults = resultCollection.RecognizeLinkedEntitiesResults;
IReadOnlyCollection<AnalyzeSentimentActionResult> analyzeSentimentActionsResults = resultCollection.AnalyzeSentimentResults;
Assert.IsNotNull(keyPhrasesActionsResults);
Assert.IsNotNull(entitiesActionsResults);
Assert.IsNotNull(piiActionsResults);
Assert.IsNotNull(entityLinkingActionsResults);
Assert.IsNotNull(analyzeSentimentActionsResults);
Assert.AreEqual("AnalyzeOperationWithMultipleTasks", operation.DisplayName);
// Keyphrases
ExtractKeyPhrasesResultCollection keyPhrasesDocumentsResults = keyPhrasesActionsResults.FirstOrDefault().DocumentsResults;
Assert.AreEqual(2, keyPhrasesDocumentsResults.Count);
var keyPhrasesListId1 = new List<string> { "Bill Gates", "Paul Allen", "Microsoft" };
var keyPhrasesListId2 = new List<string> { "Mi", "gato", "perro", "veterinario" };
foreach (string keyphrase in keyPhrasesDocumentsResults[0].KeyPhrases)
{
Assert.IsTrue(keyPhrasesListId1.Contains(keyphrase));
}
foreach (string keyphrase in keyPhrasesDocumentsResults[1].KeyPhrases)
{
Assert.IsTrue(keyPhrasesListId2.Contains(keyphrase));
}
// Entities
RecognizeEntitiesResultCollection entitiesDocumentsResults = entitiesActionsResults.FirstOrDefault().DocumentsResults;
Assert.AreEqual(2, entitiesDocumentsResults.Count);
Assert.AreEqual(3, entitiesDocumentsResults[0].Entities.Count);
var entitiesList = new List<string> { "Bill Gates", "Microsoft", "Paul Allen" };
foreach (CategorizedEntity entity in entitiesDocumentsResults[0].Entities)
{
Assert.IsTrue(entitiesList.Contains(entity.Text));
Assert.IsNotNull(entity.Category);
Assert.IsNotNull(entity.Offset);
Assert.IsNotNull(entity.ConfidenceScore);
}
// PII
RecognizePiiEntitiesResultCollection piiDocumentsResults = piiActionsResults.FirstOrDefault().DocumentsResults;
Assert.AreEqual(2, piiDocumentsResults.Count);
Assert.AreEqual(3, piiDocumentsResults[0].Entities.Count);
Assert.IsNotNull(piiDocumentsResults[0].Id);
Assert.IsNotNull(piiDocumentsResults[0].Entities);
Assert.IsNotNull(piiDocumentsResults[0].Error);
// Entity Linking
RecognizeLinkedEntitiesResultCollection entityLinkingDocumentsResults = entityLinkingActionsResults.FirstOrDefault().DocumentsResults;
// Disable because of bug https://github.com/Azure/azure-sdk-for-net/issues/22648
//Assert.AreEqual(2, entityLinkingDocumentsResults.Count);
Assert.AreEqual(3, entityLinkingDocumentsResults[0].Entities.Count);
Assert.IsNotNull(entityLinkingDocumentsResults[0].Id);
Assert.IsNotNull(entityLinkingDocumentsResults[0].Entities);
Assert.IsNotNull(entityLinkingDocumentsResults[0].Error);
foreach (LinkedEntity entity in entityLinkingDocumentsResults[0].Entities)
{
if (entity.Name == "Bill Gates")
{
Assert.AreEqual("Bill Gates", entity.DataSourceEntityId);
Assert.AreEqual("Wikipedia", entity.DataSource);
}
if (entity.Name == "Microsoft")
{
Assert.AreEqual("Microsoft", entity.DataSourceEntityId);
Assert.AreEqual("Wikipedia", entity.DataSource);
}
}
// Analyze sentiment
AnalyzeSentimentResultCollection analyzeSentimentDocumentsResults = analyzeSentimentActionsResults.FirstOrDefault().DocumentsResults;
Assert.AreEqual(2, analyzeSentimentDocumentsResults.Count);
Assert.AreEqual(TextSentiment.Neutral, analyzeSentimentDocumentsResults[0].DocumentSentiment.Sentiment);
Assert.AreEqual(TextSentiment.Neutral, analyzeSentimentDocumentsResults[1].DocumentSentiment.Sentiment);
}
[RecordedTest]
[RetryOnInternalServerError]
[ServiceVersion(Min = TextAnalyticsClientOptions.ServiceVersion.V2022_05_01)]
[Ignore("issue: results in an internal server error | bug link: https://dev.azure.com/msazure/Cognitive%20Services/_workitems/edit/12413250")]
public async Task AnalyzeOperationWithMultipleActionsOfSameType()
{
TestEnvironment.IgnoreIfNotPublicCloud();
TextAnalyticsClient client = GetClient(useStaticResource: true);
var batchDocuments = new List<TextDocumentInput>
{
new TextDocumentInput("1", "Microsoft was founded by Bill Gates and Paul Allen.")
{
Language = "en",
},
new TextDocumentInput("2", "Mi perro y mi gato tienen que ir al veterinario.")
{
Language = "es",
}
};
TextAnalyticsActions batchActions = new TextAnalyticsActions()
{
ExtractKeyPhrasesActions = new List<ExtractKeyPhrasesAction>()
{
new ExtractKeyPhrasesAction()
{ ActionName = "DisableServaiceLogsTrue", DisableServiceLogs = true },
new ExtractKeyPhrasesAction()
{ ActionName = "DisableServiceLogsFalse" },
},
RecognizeEntitiesActions = new List<RecognizeEntitiesAction>()
{
new RecognizeEntitiesAction()
{ ActionName = "DisableServiceLogsTrue", DisableServiceLogs = true },
new RecognizeEntitiesAction()
{ ActionName = "DisableServiceLogsFalse" },
},
RecognizePiiEntitiesActions = new List<RecognizePiiEntitiesAction>()
{
new RecognizePiiEntitiesAction()
{ ActionName = "DisableServiceLogsTrue", DisableServiceLogs = true },
new RecognizePiiEntitiesAction()
{ ActionName = "DisableServiceLogsFalse" },
},
RecognizeLinkedEntitiesActions = new List<RecognizeLinkedEntitiesAction>()
{
new RecognizeLinkedEntitiesAction()
{ ActionName = "DisableServiceLogsTrue", DisableServiceLogs = true },
new RecognizeLinkedEntitiesAction()
{ ActionName = "DisableServiceLogsFalse" },
},
AnalyzeSentimentActions = new List<AnalyzeSentimentAction>()
{
new AnalyzeSentimentAction()
{ ActionName = "DisableServiceLogsTrue", DisableServiceLogs = true },
new AnalyzeSentimentAction()
{ ActionName = "DisableServiceLogsFalse" },
},
RecognizeCustomEntitiesActions = new List<RecognizeCustomEntitiesAction>()
{
new RecognizeCustomEntitiesAction(TestEnvironment.RecognizeCustomEntitiesProjectName, TestEnvironment.RecognizeCustomEntitiesDeploymentName)
{ ActionName = "DisableServiceLogsTrue", DisableServiceLogs = true },
new RecognizeCustomEntitiesAction(TestEnvironment.RecognizeCustomEntitiesProjectName, TestEnvironment.RecognizeCustomEntitiesDeploymentName)
{ ActionName = "DisableServiceLogsFalse" },
},
SingleLabelClassifyActions = new List<SingleLabelClassifyAction>()
{
new SingleLabelClassifyAction(TestEnvironment.SingleClassificationProjectName, TestEnvironment.SingleClassificationDeploymentName)
{ ActionName = "DisableServiceLogsTrue", DisableServiceLogs = true },
new SingleLabelClassifyAction(TestEnvironment.SingleClassificationProjectName, TestEnvironment.SingleClassificationDeploymentName)
{ ActionName = "DisableServiceLogsFalse" },
},
MultiLabelClassifyActions = new List<MultiLabelClassifyAction>()
{
new MultiLabelClassifyAction(TestEnvironment.MultiClassificationProjectName, TestEnvironment.MultiClassificationDeploymentName)
{ ActionName = "DisableServiceLogsTrue", DisableServiceLogs = true },
new MultiLabelClassifyAction(TestEnvironment.MultiClassificationProjectName, TestEnvironment.MultiClassificationDeploymentName)
{ ActionName = "DisableServiceLogsFalse" },
},
};
AnalyzeActionsOperation operation = await client.AnalyzeActionsAsync(WaitUntil.Started, batchDocuments, batchActions);
Assert.AreEqual(0, operation.ActionsFailed);
Assert.AreEqual(0, operation.ActionsSucceeded);
Assert.AreEqual(0, operation.ActionsInProgress);
Assert.AreEqual(0, operation.ActionsTotal);
await operation.WaitForCompletionAsync();
Assert.AreEqual(0, operation.ActionsFailed);
Assert.AreEqual(18, operation.ActionsSucceeded);
Assert.AreEqual(0, operation.ActionsInProgress);
Assert.AreEqual(18, operation.ActionsTotal);
ValidateOperationProperties(operation);
//Take the first page
AnalyzeActionsResult resultCollection = operation.Value.ToEnumerableAsync().Result.FirstOrDefault();
IReadOnlyCollection<RecognizeEntitiesActionResult> entitiesActionsResults = resultCollection.RecognizeEntitiesResults;
IReadOnlyCollection<ExtractKeyPhrasesActionResult> keyPhrasesActionsResults = resultCollection.ExtractKeyPhrasesResults;
IReadOnlyCollection<RecognizePiiEntitiesActionResult> piiActionsResults = resultCollection.RecognizePiiEntitiesResults;
IReadOnlyCollection<RecognizeLinkedEntitiesActionResult> entityLinkingActionsResults = resultCollection.RecognizeLinkedEntitiesResults;
IReadOnlyCollection<AnalyzeSentimentActionResult> analyzeSentimentActionsResults = resultCollection.AnalyzeSentimentResults;
IReadOnlyCollection<RecognizeCustomEntitiesActionResult> recognizeCustomEntitiesResults = resultCollection.RecognizeCustomEntitiesResults;
IReadOnlyCollection<SingleLabelClassifyActionResult> singleLabelClassifyResults = resultCollection.SingleLabelClassifyResults;
IReadOnlyCollection<MultiLabelClassifyActionResult> multiLabelClassifyResults = resultCollection.MultiLabelClassifyResults;
IReadOnlyCollection<AnalyzeHealthcareEntitiesActionResult> analyzeHealthcareEntitiesActionResults = resultCollection.AnalyzeHealthcareEntitiesResults;
Assert.IsNotNull(keyPhrasesActionsResults);
Assert.IsNotNull(entitiesActionsResults);
Assert.IsNotNull(piiActionsResults);
Assert.IsNotNull(entityLinkingActionsResults);
Assert.IsNotNull(analyzeSentimentActionsResults);
Assert.IsNotNull(recognizeCustomEntitiesResults);
Assert.IsNotNull(singleLabelClassifyResults);
Assert.IsNotNull(multiLabelClassifyResults);
Assert.IsNotNull(analyzeHealthcareEntitiesActionResults);
Assert.AreEqual("AnalyzeOperationWithMultipleTasks", operation.DisplayName);
}
[RecordedTest]
[RetryOnInternalServerError]
public async Task AnalyzeOperationWithPagination()
{
TextAnalyticsClient client = GetClient();
List<string> documents = new();
for (int i = 0; i < 23; i++)
{
documents.Add("Elon Musk is the CEO of SpaceX and Tesla.");
}
TextAnalyticsActions batchActions = new TextAnalyticsActions()
{
ExtractKeyPhrasesActions = new List<ExtractKeyPhrasesAction>() { new ExtractKeyPhrasesAction() },
DisplayName = "AnalyzeOperationWithPagination",
};
AnalyzeActionsOperation operation = await client.AnalyzeActionsAsync(WaitUntil.Started, documents, batchActions);
Assert.IsFalse(operation.HasCompleted);
Assert.IsFalse(operation.HasValue);
Assert.ThrowsAsync<InvalidOperationException>(async () => await Task.Run(() => operation.Value));
Assert.ThrowsAsync<InvalidOperationException>(async () => await Task.Run(() => operation.GetValuesAsync()));
await operation.WaitForCompletionAsync();
Assert.IsTrue(operation.HasCompleted);
Assert.IsTrue(operation.HasValue);
// try async
//There most be 2 pages as service limit is 20 documents per page
List<AnalyzeActionsResult> asyncPages = operation.Value.ToEnumerableAsync().Result;
Assert.AreEqual(2, asyncPages.Count);
// First page should have 20 results
Assert.AreEqual(20, asyncPages[0].ExtractKeyPhrasesResults.FirstOrDefault().DocumentsResults.Count);
// Second page should have remaining 3 results
Assert.AreEqual(3, asyncPages[1].ExtractKeyPhrasesResults.FirstOrDefault().DocumentsResults.Count);
// try sync
//There most be 2 pages as service limit is 20 documents per page
List<AnalyzeActionsResult> pages = operation.GetValues().AsEnumerable().ToList();
Assert.AreEqual(2, pages.Count);
// First page should have 20 results
Assert.AreEqual(20, pages[0].ExtractKeyPhrasesResults.FirstOrDefault().DocumentsResults.Count);
// Second page should have remaining 3 results
Assert.AreEqual(3, pages[1].ExtractKeyPhrasesResults.FirstOrDefault().DocumentsResults.Count);
}
[RecordedTest]
[RetryOnInternalServerError]
public void AnalyzeOperationWithErrorTest()
{
TextAnalyticsClient client = GetClient();
var documents = new List<string>
{
"Subject is taking 100mg of ibuprofen twice daily"
};
TextAnalyticsActions batchActions = new TextAnalyticsActions()
{
ExtractKeyPhrasesActions = new List<ExtractKeyPhrasesAction>()
{
new ExtractKeyPhrasesAction()
{
ModelVersion = "InvalidVersion"
}
},
DisplayName = "AnalyzeOperationBatchWithErrorTest",
};
RequestFailedException ex = Assert.ThrowsAsync<RequestFailedException>(async () => await client.AnalyzeActionsAsync(WaitUntil.Completed, documents, batchActions));
Assert.AreEqual(TextAnalyticsErrorCode.InvalidParameterValue, ex.ErrorCode);
}
[RecordedTest]
[RetryOnInternalServerError]
public async Task AnalyzeOperationWithErrorsInDocumentTest()
{
TextAnalyticsClient client = GetClient();
var documents = new List<string>
{
"Subject is taking 100mg of ibuprofen twice daily",
"",
};
TextAnalyticsActions batchActions = new TextAnalyticsActions()
{
ExtractKeyPhrasesActions = new List<ExtractKeyPhrasesAction>()
{
new ExtractKeyPhrasesAction()
}
};
AnalyzeActionsOperation operation = await client.AnalyzeActionsAsync(WaitUntil.Completed, documents, batchActions, "en");
//Take the first page
AnalyzeActionsResult resultCollection = operation.Value.ToEnumerableAsync().Result.FirstOrDefault();
//Key phrases
List<ExtractKeyPhrasesActionResult> keyPhrasesActions = resultCollection.ExtractKeyPhrasesResults.ToList();
Assert.AreEqual(1, keyPhrasesActions.Count);
ExtractKeyPhrasesResultCollection documentsResults = keyPhrasesActions[0].DocumentsResults;
Assert.IsFalse(documentsResults[0].HasError);
Assert.IsTrue(documentsResults[1].HasError);
Assert.AreEqual(TextAnalyticsErrorCode.InvalidDocument, documentsResults[1].Error.ErrorCode.ToString());
}
[RecordedTest]
[RetryOnInternalServerError]
public async Task AnalyzeOperationWithPHIDomain()
{
TextAnalyticsClient client = GetClient();
var documents = new List<string>
{
"A patient with medical id 12345678 whose phone number is 800-102-1100 is going under heart surgery",
};
TextAnalyticsActions batchActions = new TextAnalyticsActions()
{
RecognizePiiEntitiesActions = new List<RecognizePiiEntitiesAction>() { new RecognizePiiEntitiesAction() { DomainFilter = PiiEntityDomain.ProtectedHealthInformation } },
DisplayName = "AnalyzeOperationWithPHIDomain",
};
AnalyzeActionsOperation operation = await client.AnalyzeActionsAsync(WaitUntil.Completed, documents, batchActions, "en");
//Take the first page
AnalyzeActionsResult resultCollection = operation.Value.ToEnumerableAsync().Result.FirstOrDefault();
IReadOnlyCollection<RecognizePiiEntitiesActionResult> piiActionsResults = resultCollection.RecognizePiiEntitiesResults;
Assert.IsNotNull(piiActionsResults);
RecognizePiiEntitiesResultCollection piiDocumentsResults = piiActionsResults.FirstOrDefault().DocumentsResults;
Assert.AreEqual(1, piiDocumentsResults.Count);
Assert.IsNotEmpty(piiDocumentsResults[0].Entities.RedactedText);
Assert.IsFalse(piiDocumentsResults[0].HasError);
Assert.AreEqual(2, piiDocumentsResults[0].Entities.Count);
}
[RecordedTest]
[RetryOnInternalServerError]
public async Task AnalyzeOperationWithPiiCategories()
{
TextAnalyticsClient client = GetClient();
var documents = new List<string>
{
"A developer with SSN 859-98-0987 whose phone number is 800-102-1100 is building tools with our APIs. They work at Microsoft.",
};
TextAnalyticsActions batchActions = new TextAnalyticsActions()
{
RecognizePiiEntitiesActions = new List<RecognizePiiEntitiesAction>() { new RecognizePiiEntitiesAction() { CategoriesFilter = { PiiEntityCategory.USSocialSecurityNumber } } },
};
AnalyzeActionsOperation operation = await client.AnalyzeActionsAsync(WaitUntil.Completed, documents, batchActions, "en");
//Take the first page
AnalyzeActionsResult resultCollection = operation.Value.ToEnumerableAsync().Result.FirstOrDefault();
IReadOnlyCollection<RecognizePiiEntitiesActionResult> piiActionsResults = resultCollection.RecognizePiiEntitiesResults;
Assert.IsNotNull(piiActionsResults);
RecognizePiiEntitiesResultCollection piiDocumentsResults = piiActionsResults.FirstOrDefault().DocumentsResults;
Assert.AreEqual(1, piiDocumentsResults.Count);
Assert.IsNotEmpty(piiDocumentsResults[0].Entities.RedactedText);
Assert.IsFalse(piiDocumentsResults[0].HasError);
Assert.AreEqual(1, piiDocumentsResults[0].Entities.Count);
Assert.AreEqual(PiiEntityCategory.USSocialSecurityNumber, piiDocumentsResults[0].Entities.FirstOrDefault().Category);
}
[RecordedTest]
[RetryOnInternalServerError]
public async Task AnalyzeOperationWithStatisticsTest()
{
TextAnalyticsClient client = GetClient();
var batchDocuments = new List<TextDocumentInput>
{
new TextDocumentInput("1", "Microsoft was founded by Bill Gates and Paul Allen.")
{
Language = "en",
},
new TextDocumentInput("2", "Mi perro y mi gato tienen que ir al veterinario.")
{
Language = "es",
},
new TextDocumentInput("3", "")
{
Language = "es",
}
};
TextAnalyticsActions batchActions = new TextAnalyticsActions()
{
ExtractKeyPhrasesActions = new List<ExtractKeyPhrasesAction>() { new ExtractKeyPhrasesAction() },
DisplayName = "AnalyzeOperationTest",
};
AnalyzeActionsOptions options = new AnalyzeActionsOptions()
{
IncludeStatistics = true
};
AnalyzeActionsOperation operation = await client.AnalyzeActionsAsync(WaitUntil.Completed, batchDocuments, batchActions, options);
//Take the first page
AnalyzeActionsResult resultCollection = operation.Value.ToEnumerableAsync().Result.FirstOrDefault();
ExtractKeyPhrasesResultCollection documentsResults = resultCollection.ExtractKeyPhrasesResults.ElementAt(0).DocumentsResults;
Assert.IsNotNull(documentsResults);
Assert.AreEqual(3, documentsResults.Count);
Assert.AreEqual(3, documentsResults.Statistics.DocumentCount);
Assert.AreEqual(2, documentsResults.Statistics.TransactionCount);
Assert.AreEqual(2, documentsResults.Statistics.ValidDocumentCount);
Assert.AreEqual(1, documentsResults.Statistics.InvalidDocumentCount);
Assert.AreEqual(51, documentsResults[0].Statistics.CharacterCount);
Assert.AreEqual(1, documentsResults[0].Statistics.TransactionCount);
}
[RecordedTest]
[RetryOnInternalServerError]
public async Task AnalyzeOperationAllActionsAndDisableServiceLogs()
{
TextAnalyticsClient client = GetClient();
TextAnalyticsActions batchActions = new TextAnalyticsActions()
{
ExtractKeyPhrasesActions = new List<ExtractKeyPhrasesAction>() { new ExtractKeyPhrasesAction() { DisableServiceLogs = true } },
RecognizeEntitiesActions = new List<RecognizeEntitiesAction>() { new RecognizeEntitiesAction() { DisableServiceLogs = true } },
RecognizePiiEntitiesActions = new List<RecognizePiiEntitiesAction>() { new RecognizePiiEntitiesAction() { DisableServiceLogs = false } },
RecognizeLinkedEntitiesActions = new List<RecognizeLinkedEntitiesAction>() { new RecognizeLinkedEntitiesAction() { DisableServiceLogs = true } },
AnalyzeSentimentActions = new List<AnalyzeSentimentAction>() { new AnalyzeSentimentAction() { DisableServiceLogs = true } }
};
AnalyzeActionsOperation operation = await client.AnalyzeActionsAsync(WaitUntil.Completed, batchConvenienceDocuments, batchActions);
//Take the first page
AnalyzeActionsResult resultCollection = operation.Value.ToEnumerableAsync().Result.FirstOrDefault();
IReadOnlyCollection<ExtractKeyPhrasesActionResult> keyPhrasesActionsResults = resultCollection.ExtractKeyPhrasesResults;
IReadOnlyCollection<RecognizeEntitiesActionResult> entitiesActionsResults = resultCollection.RecognizeEntitiesResults;
IReadOnlyCollection<RecognizePiiEntitiesActionResult> piiActionsResults = resultCollection.RecognizePiiEntitiesResults;
IReadOnlyCollection<RecognizeLinkedEntitiesActionResult> entityLinkingActionsResults = resultCollection.RecognizeLinkedEntitiesResults;
IReadOnlyCollection<AnalyzeSentimentActionResult> analyzeSentimentActionsResults = resultCollection.AnalyzeSentimentResults;
Assert.IsNotNull(keyPhrasesActionsResults);
Assert.AreEqual(2, keyPhrasesActionsResults.FirstOrDefault().DocumentsResults.Count);
Assert.IsNotNull(entitiesActionsResults);
Assert.AreEqual(2, entitiesActionsResults.FirstOrDefault().DocumentsResults.Count);
Assert.IsNotNull(piiActionsResults);
Assert.AreEqual(2, piiActionsResults.FirstOrDefault().DocumentsResults.Count);
Assert.IsNotNull(entityLinkingActionsResults);
Assert.AreEqual(2, entityLinkingActionsResults.FirstOrDefault().DocumentsResults.Count);
Assert.IsNotNull(analyzeSentimentActionsResults);
Assert.AreEqual(2, analyzeSentimentActionsResults.FirstOrDefault().DocumentsResults.Count);
}
[RecordedTest]
[RetryOnInternalServerError]
public async Task AnalyzeOperationAnalyzeSentimentWithOpinionMining()
{
TextAnalyticsClient client = GetClient();
var documents = new List<string>
{
"The park was clean and pretty. The bathrooms and restaurant were not clean.",
};
TextAnalyticsActions batchActions = new TextAnalyticsActions()
{
AnalyzeSentimentActions = new List<AnalyzeSentimentAction>() { new AnalyzeSentimentAction() { IncludeOpinionMining = true } },
DisplayName = "AnalyzeOperationWithOpinionMining",
};
AnalyzeActionsOperation operation = await client.AnalyzeActionsAsync(WaitUntil.Completed, documents, batchActions);
//Take the first page
AnalyzeActionsResult resultCollection = operation.Value.ToEnumerableAsync().Result.FirstOrDefault();
IReadOnlyCollection<AnalyzeSentimentActionResult> analyzeSentimentActionsResults = resultCollection.AnalyzeSentimentResults;
Assert.IsNotNull(analyzeSentimentActionsResults);
AnalyzeSentimentResultCollection analyzeSentimentDocumentsResults = analyzeSentimentActionsResults.FirstOrDefault().DocumentsResults;
Assert.AreEqual(1, analyzeSentimentDocumentsResults.Count);
Assert.AreEqual(TextSentiment.Mixed, analyzeSentimentDocumentsResults[0].DocumentSentiment.Sentiment);
}
[RecordedTest]
[RetryOnInternalServerError]
[ServiceVersion(Min = TextAnalyticsClientOptions.ServiceVersion.V2022_05_01)]
public async Task AnalyzeOperationBatchWaitUntilStartedTest()
{
TextAnalyticsClient client = GetClient();
TextAnalyticsActions batchActions = new TextAnalyticsActions()
{
ExtractKeyPhrasesActions = new List<ExtractKeyPhrasesAction>() { new ExtractKeyPhrasesAction() },
};
AnalyzeActionsOperation operation = await client.AnalyzeActionsAsync(WaitUntil.Started, batchDocuments, batchActions);
Assert.IsFalse(operation.HasCompleted);
Assert.IsFalse(operation.HasValue);
Assert.ThrowsAsync<InvalidOperationException>(async () => await Task.Run(() => operation.Value));
Assert.ThrowsAsync<InvalidOperationException>(async () => await Task.Run(() => operation.GetValuesAsync()));
await operation.WaitForCompletionAsync();
Assert.IsTrue(operation.HasCompleted);
Assert.IsTrue(operation.HasValue);
ValidateOperationProperties(operation);
}
[RecordedTest]
[RetryOnInternalServerError]
[ServiceVersion(Min = TextAnalyticsClientOptions.ServiceVersion.V2022_05_01)]
public async Task AnalyzeOperationBatchConvenienceWaitUntilStartedTest()
{
TextAnalyticsClient client = GetClient();
TextAnalyticsActions batchActions = new TextAnalyticsActions()
{
ExtractKeyPhrasesActions = new List<ExtractKeyPhrasesAction>() { new ExtractKeyPhrasesAction() },
};
AnalyzeActionsOperation operation = await client.AnalyzeActionsAsync(WaitUntil.Started, batchConvenienceDocuments, batchActions);
Assert.IsFalse(operation.HasCompleted);
Assert.IsFalse(operation.HasValue);
Assert.ThrowsAsync<InvalidOperationException>(async () => await Task.Run(() => operation.Value));
Assert.ThrowsAsync<InvalidOperationException>(async () => await Task.Run(() => operation.GetValuesAsync()));
await operation.WaitForCompletionAsync();
Assert.IsTrue(operation.HasCompleted);
Assert.IsTrue(operation.HasValue);
ValidateOperationProperties(operation);
}
[RecordedTest]
[RetryOnInternalServerError]
[ServiceVersion(Min = TextAnalyticsClientOptions.ServiceVersion.V2022_05_01)]
public async Task StartAnalyzeOperationBatchTest()
{
TextAnalyticsClient client = GetClient();
TextAnalyticsActions batchActions = new TextAnalyticsActions()
{
ExtractKeyPhrasesActions = new List<ExtractKeyPhrasesAction>() { new ExtractKeyPhrasesAction() },
};
AnalyzeActionsOperation operation = await client.StartAnalyzeActionsAsync(batchDocuments, batchActions);
Assert.IsFalse(operation.HasCompleted);
Assert.IsFalse(operation.HasValue);
Assert.ThrowsAsync<InvalidOperationException>(async () => await Task.Run(() => operation.Value));
Assert.ThrowsAsync<InvalidOperationException>(async () => await Task.Run(() => operation.GetValuesAsync()));
await operation.WaitForCompletionAsync();
Assert.IsTrue(operation.HasCompleted);
Assert.IsTrue(operation.HasValue);
ValidateOperationProperties(operation);
// Take the first page.
AnalyzeActionsResult resultCollection = operation.Value.ToEnumerableAsync().Result.FirstOrDefault();
IReadOnlyCollection<RecognizeEntitiesActionResult> entitiesActionsResults = resultCollection.RecognizeEntitiesResults;
IReadOnlyCollection<ExtractKeyPhrasesActionResult> keyPhrasesActionsResults = resultCollection.ExtractKeyPhrasesResults;
IReadOnlyCollection<RecognizePiiEntitiesActionResult> piiActionsResults = resultCollection.RecognizePiiEntitiesResults;
IReadOnlyCollection<RecognizeLinkedEntitiesActionResult> entityLinkingActionsResults = resultCollection.RecognizeLinkedEntitiesResults;
IReadOnlyCollection<AnalyzeSentimentActionResult> analyzeSentimentActionsResults = resultCollection.AnalyzeSentimentResults;
IReadOnlyCollection<RecognizeCustomEntitiesActionResult> recognizeCustomEntitiesActionResults = resultCollection.RecognizeCustomEntitiesResults;
IReadOnlyCollection<SingleLabelClassifyActionResult> singleLabelClassifyResults = resultCollection.SingleLabelClassifyResults;
IReadOnlyCollection<MultiLabelClassifyActionResult> multiLabelClassifyResults = resultCollection.MultiLabelClassifyResults;
IReadOnlyCollection<AnalyzeHealthcareEntitiesActionResult> analyzeHealthcareEntitiesActionResults = resultCollection.AnalyzeHealthcareEntitiesResults;
IReadOnlyCollection<ExtractiveSummarizeActionResult> extractiveSummarizeActionResults = resultCollection.ExtractiveSummarizeResults;
Assert.IsNotNull(keyPhrasesActionsResults);
Assert.IsNotNull(entitiesActionsResults);
Assert.IsNotNull(piiActionsResults);
Assert.IsNotNull(entityLinkingActionsResults);
Assert.IsNotNull(analyzeSentimentActionsResults);
Assert.IsNotNull(singleLabelClassifyResults);
Assert.IsNotNull(multiLabelClassifyResults);
Assert.IsNotNull(recognizeCustomEntitiesActionResults);
Assert.IsNotNull(analyzeHealthcareEntitiesActionResults);
Assert.IsNotNull(extractiveSummarizeActionResults);
var keyPhrasesListId1 = new List<string> { "CEO", "SpaceX", "Elon Musk", "Tesla" };
var keyPhrasesListId2 = new List<string> { "Tesla stock" };
ExtractKeyPhrasesResultCollection keyPhrasesDocumentsResults = keyPhrasesActionsResults.FirstOrDefault().DocumentsResults;
Assert.AreEqual(2, keyPhrasesDocumentsResults.Count);
foreach (string keyphrase in keyPhrasesDocumentsResults[0].KeyPhrases)
{
Assert.IsTrue(keyPhrasesListId1.Contains(keyphrase));
}
foreach (string keyphrase in keyPhrasesDocumentsResults[1].KeyPhrases)
{
Assert.IsTrue(keyPhrasesListId2.Contains(keyphrase));
}
}
[RecordedTest]
[RetryOnInternalServerError]
[ServiceVersion(Min = TextAnalyticsClientOptions.ServiceVersion.V2022_05_01)]
public async Task StartAnalyzeOperationBatchConvenienceTest()
{
TextAnalyticsClient client = GetClient();
TextAnalyticsActions batchActions = new TextAnalyticsActions()
{
ExtractKeyPhrasesActions = new List<ExtractKeyPhrasesAction>() { new ExtractKeyPhrasesAction() },
};
AnalyzeActionsOperation operation = await client.StartAnalyzeActionsAsync(batchConvenienceDocuments, batchActions);
Assert.IsFalse(operation.HasCompleted);
Assert.IsFalse(operation.HasValue);
Assert.ThrowsAsync<InvalidOperationException>(async () => await Task.Run(() => operation.Value));
Assert.ThrowsAsync<InvalidOperationException>(async () => await Task.Run(() => operation.GetValuesAsync()));
await operation.WaitForCompletionAsync();
Assert.IsTrue(operation.HasCompleted);
Assert.IsTrue(operation.HasValue);
ValidateOperationProperties(operation);
// Take the first page.
AnalyzeActionsResult resultCollection = operation.Value.ToEnumerableAsync().Result.FirstOrDefault();
IReadOnlyCollection<RecognizeEntitiesActionResult> entitiesActionsResults = resultCollection.RecognizeEntitiesResults;
IReadOnlyCollection<ExtractKeyPhrasesActionResult> keyPhrasesActionsResults = resultCollection.ExtractKeyPhrasesResults;
IReadOnlyCollection<RecognizePiiEntitiesActionResult> piiActionsResults = resultCollection.RecognizePiiEntitiesResults;
IReadOnlyCollection<RecognizeLinkedEntitiesActionResult> entityLinkingActionsResults = resultCollection.RecognizeLinkedEntitiesResults;
IReadOnlyCollection<AnalyzeSentimentActionResult> analyzeSentimentActionsResults = resultCollection.AnalyzeSentimentResults;
IReadOnlyCollection<RecognizeCustomEntitiesActionResult> recognizeCustomEntitiesActionResults = resultCollection.RecognizeCustomEntitiesResults;
IReadOnlyCollection<SingleLabelClassifyActionResult> singleLabelClassifyResults = resultCollection.SingleLabelClassifyResults;
IReadOnlyCollection<MultiLabelClassifyActionResult> multiLabelClassifyResults = resultCollection.MultiLabelClassifyResults;
IReadOnlyCollection<AnalyzeHealthcareEntitiesActionResult> analyzeHealthcareEntitiesActionResults = resultCollection.AnalyzeHealthcareEntitiesResults;
IReadOnlyCollection<ExtractiveSummarizeActionResult> extractiveSummarizeActionResults = resultCollection.ExtractiveSummarizeResults;
Assert.IsNotNull(keyPhrasesActionsResults);
Assert.IsNotNull(entitiesActionsResults);
Assert.IsNotNull(piiActionsResults);
Assert.IsNotNull(entityLinkingActionsResults);
Assert.IsNotNull(analyzeSentimentActionsResults);
Assert.IsNotNull(singleLabelClassifyResults);
Assert.IsNotNull(multiLabelClassifyResults);
Assert.IsNotNull(recognizeCustomEntitiesActionResults);
Assert.IsNotNull(analyzeHealthcareEntitiesActionResults);
Assert.IsNotNull(extractiveSummarizeActionResults);
var keyPhrasesListId1 = new List<string> { "CEO", "SpaceX", "Elon Musk", "Tesla" };
var keyPhrasesListId2 = new List<string> { "Tesla stock" };
ExtractKeyPhrasesResultCollection keyPhrasesDocumentsResults = keyPhrasesActionsResults.FirstOrDefault().DocumentsResults;
Assert.AreEqual(2, keyPhrasesDocumentsResults.Count);
foreach (string keyphrase in keyPhrasesDocumentsResults[0].KeyPhrases)
{
Assert.IsTrue(keyPhrasesListId1.Contains(keyphrase));
}
foreach (string keyphrase in keyPhrasesDocumentsResults[1].KeyPhrases)
{
Assert.IsTrue(keyPhrasesListId2.Contains(keyphrase));
}
}
[RecordedTest]
[RetryOnInternalServerError]
[ServiceVersion(Min = TextAnalyticsClientOptions.ServiceVersion.V2022_05_01)]
public async Task AnalyzeOperationAnalyzeHealthcareEntities()
{
TextAnalyticsClient client = GetClient();
List<string> documents = new()
{
"Prescribed 100mg ibuprofen to Jane Doe, taken twice daily.",
};
TextAnalyticsActions batchActions = new()
{
RecognizePiiEntitiesActions = new[]
{
new RecognizePiiEntitiesAction(),
},
AnalyzeHealthcareEntitiesActions = new[]
{
new AnalyzeHealthcareEntitiesAction(),
},
DisplayName = "AnalyzeOperationAnalyzeHealthcareEntities",
};
AnalyzeActionsOperation operation = await client.AnalyzeActionsAsync(WaitUntil.Completed, documents, batchActions);
// Take the first page.
AnalyzeActionsResult resultCollection = operation.Value.ToEnumerableAsync().Result.FirstOrDefault();
IReadOnlyCollection<RecognizePiiEntitiesActionResult> recognizePiiEntitiesActionResults = resultCollection.RecognizePiiEntitiesResults;
Assert.That(recognizePiiEntitiesActionResults, Has.Some.Matches<RecognizePiiEntitiesActionResult>(result => result.DocumentsResults.SelectMany(doc => doc.Entities).Any(e => e.Category == PiiEntityCategory.Person && e.Text == "Jane Doe")));
IReadOnlyCollection<AnalyzeHealthcareEntitiesActionResult> analyzeHealthcareEntitiesActionResults = resultCollection.AnalyzeHealthcareEntitiesResults;
Assert.That(analyzeHealthcareEntitiesActionResults, Has.Some.Matches<AnalyzeHealthcareEntitiesActionResult>(result => result.DocumentsResults.SelectMany(doc => doc.Entities).Any(e => e.Category == HealthcareEntityCategory.Dosage && e.Text == "100mg")));
Assert.That(analyzeHealthcareEntitiesActionResults, Has.Some.Matches<AnalyzeHealthcareEntitiesActionResult>(result => result.DocumentsResults.SelectMany(doc => doc.Entities).Any(e => e.Category == HealthcareEntityCategory.MedicationName && e.Text == "ibuprofen")));
}
[RecordedTest]
[RetryOnInternalServerError]
[ServiceVersion(Max = TextAnalyticsClientOptions.ServiceVersion.V3_1)]
public void AnalyzeOperationAnalyzeHealthcareEntitiesActionNotSupported()
{
TestDiagnostics = false;
TextAnalyticsClient client = GetClient();
TextAnalyticsActions batchActions = new()
{
AnalyzeHealthcareEntitiesActions = new[]
{
new AnalyzeHealthcareEntitiesAction(),
},
};
NotSupportedException ex = Assert.ThrowsAsync<NotSupportedException>(async () => await client.AnalyzeActionsAsync(WaitUntil.Completed, batchDocuments, batchActions));
Assert.AreEqual("AnalyzeHealthcareEntitiesAction is not available in API version v3.1. Use service API version 2022-05-01 or newer.", ex.Message);
}
[RecordedTest]
[RetryOnInternalServerError]
[ServiceVersion(Max = TextAnalyticsClientOptions.ServiceVersion.V3_1)]
public void AnalyzeOperationRecognizeCustomEntitiesActionNotSupported()
{
TestDiagnostics = false;
TextAnalyticsClient client = GetClient(useStaticResource: true);
TextAnalyticsActions batchActions = new()
{
RecognizeCustomEntitiesActions = new[]
{
new RecognizeCustomEntitiesAction(TestEnvironment.RecognizeCustomEntitiesProjectName, TestEnvironment.RecognizeCustomEntitiesDeploymentName),
},
};
NotSupportedException ex = Assert.ThrowsAsync<NotSupportedException>(async () => await client.AnalyzeActionsAsync(WaitUntil.Completed, batchDocuments, batchActions));
Assert.AreEqual("RecognizeCustomEntitiesAction is not available in API version v3.1. Use service API version 2022-05-01 or newer.", ex.Message);
}
[RecordedTest]
[RetryOnInternalServerError]
[ServiceVersion(Max = TextAnalyticsClientOptions.ServiceVersion.V3_1)]
public void AnalyzeOperationSingleLabelClassifyActionNotSupported()
{
TestDiagnostics = false;
TextAnalyticsClient client = GetClient(useStaticResource: true);
TextAnalyticsActions batchActions = new()
{
SingleLabelClassifyActions = new[]
{
new SingleLabelClassifyAction(TestEnvironment.SingleClassificationProjectName, TestEnvironment.SingleClassificationDeploymentName),
},