documents, AnalyzeSentimentOptions options) {
return analyzeSentimentAsyncClient.analyzeSentimentBatch(documents, options);
}
+
+ // Health Care
+ /**
+ * Analyze healthcare entities, entity linking, and entity relations in a list of
+ * {@link TextDocumentInput document} with provided request options.
+ *
+ * See this supported languages in Text Analytics API.
+ *
+ * Analyze healthcare entities, entity linking, and entity relations in a list of
+ * {@link TextDocumentInput document} and provided request options to
+ * show statistics. Subscribes to the call asynchronously and prints out the entity details when a response is
+ * received.
+ *
+ * {@codesnippet com.azure.ai.textanalytics.TextAnalyticsAsyncClient.beginAnalyzeHealthcare#Iterable-RecognizeHealthcareEntityOptions}
+ *
+ * @param documents A list of {@link TextDocumentInput documents} to be analyzed.
+ * @param options The additional configurable {@link AnalyzeSentimentOptions options} that may be passed when
+ * analyzing sentiments.
+ *
+ * @return A {@link PollerFlux} that polls the analyze healthcare operation until it has completed, has failed,
+ * or has been cancelled. The completed operation returns a {@link PagedFlux} of {@link HealthcareTaskResult}.
+ *
+ * @throws TextAnalyticsException If analyze operation fails.
+ * @throws NullPointerException If {@code jobId} is null.
+ */
+ @ServiceMethod(returns = ReturnType.COLLECTION)
+ public PollerFlux> beginAnalyzeHealthcare(
+ Iterable documents, RecognizeHealthcareEntityOptions options) {
+ return analyzeHealthcareAsyncClient.beginAnalyzeHealthcare(documents, options, Context.NONE);
+ }
+
+ /**
+ * Cancel a long-running operation healthcare task by given job ID.
+ *
+ * Code Sample
+ * {@codesnippet com.azure.ai.textanalytics.TextAnalyticsAsyncClient.beginCancelAnalyzeHealthcare#UUID}
+ *
+ * @param jobId A job identification number.
+ *
+ * @return A {@link PollerFlux} that polls the analyze healthcare operation until it has completed, has failed,
+ * or has been cancelled.
+ *
+ * @throws TextAnalyticsException If analyze operation fails.
+ * @throws NullPointerException If {@code jobId} is null.
+ */
+ @ServiceMethod(returns = ReturnType.COLLECTION)
+ public PollerFlux beginCancelAnalyzeHealthcare(UUID jobId) {
+ return analyzeHealthcareAsyncClient.beginCancelAnalyzeHealthcare(jobId, Context.NONE);
+ }
}
diff --git a/sdk/textanalytics/azure-ai-textanalytics/src/main/java/com/azure/ai/textanalytics/TextAnalyticsClient.java b/sdk/textanalytics/azure-ai-textanalytics/src/main/java/com/azure/ai/textanalytics/TextAnalyticsClient.java
index 194577388a9d2..af2787f9b6519 100644
--- a/sdk/textanalytics/azure-ai-textanalytics/src/main/java/com/azure/ai/textanalytics/TextAnalyticsClient.java
+++ b/sdk/textanalytics/azure-ai-textanalytics/src/main/java/com/azure/ai/textanalytics/TextAnalyticsClient.java
@@ -9,13 +9,16 @@
import com.azure.ai.textanalytics.models.DetectLanguageInput;
import com.azure.ai.textanalytics.models.DetectedLanguage;
import com.azure.ai.textanalytics.models.DocumentSentiment;
+import com.azure.ai.textanalytics.models.HealthcareTaskResult;
import com.azure.ai.textanalytics.models.KeyPhrasesCollection;
import com.azure.ai.textanalytics.models.LinkedEntity;
import com.azure.ai.textanalytics.models.LinkedEntityCollection;
import com.azure.ai.textanalytics.models.PiiEntityCollection;
+import com.azure.ai.textanalytics.models.RecognizeHealthcareEntityOptions;
import com.azure.ai.textanalytics.models.RecognizePiiEntityOptions;
import com.azure.ai.textanalytics.models.TextAnalyticsError;
import com.azure.ai.textanalytics.models.TextAnalyticsException;
+import com.azure.ai.textanalytics.models.TextAnalyticsOperationResult;
import com.azure.ai.textanalytics.models.TextAnalyticsRequestOptions;
import com.azure.ai.textanalytics.models.TextDocumentInput;
import com.azure.ai.textanalytics.util.AnalyzeSentimentResultCollection;
@@ -27,10 +30,13 @@
import com.azure.core.annotation.ReturnType;
import com.azure.core.annotation.ServiceClient;
import com.azure.core.annotation.ServiceMethod;
+import com.azure.core.http.rest.PagedIterable;
import com.azure.core.http.rest.Response;
import com.azure.core.util.Context;
+import com.azure.core.util.polling.SyncPoller;
import java.util.Objects;
+import java.util.UUID;
import static com.azure.ai.textanalytics.implementation.Utility.inputDocumentsValidation;
@@ -866,4 +872,57 @@ public Response analyzeSentimentBatchWithRespo
Iterable documents, AnalyzeSentimentOptions options, Context context) {
return client.analyzeSentimentAsyncClient.analyzeSentimentBatchWithContext(documents, options, context).block();
}
+
+ // Health Care
+
+ /**
+ * Analyze healthcare entities, entity linking, and entity relations in a list of
+ * {@link TextDocumentInput document} with provided request options.
+ *
+ * See this supported languages in Text Analytics API.
+ *
+ * Code Sample
+ * Analyze healthcare entities, entity linking, and entity relations in a list of
+ * {@link TextDocumentInput document} and provided request options to
+ * show statistics.
+ *
+ * {@codesnippet com.azure.ai.textanalytics.TextAnalyticsClient.beginAnalyzeHealthcare#Iterable-RecognizeHealthcareEntityOptions-Context}
+ *
+ * @param documents A list of {@link TextDocumentInput documents} to be analyzed.
+ * @param options The additional configurable {@link AnalyzeSentimentOptions options} that may be passed when
+ * analyzing sentiments.
+ * @param context Additional context that is passed through the Http pipeline during the service call.
+ *
+ * @return A {@link SyncPoller} that polls the analyze healthcare operation until it has completed, has failed,
+ * or has been cancelled. The completed operation returns a {@link PagedIterable} of {@link HealthcareTaskResult}.
+ *
+ * @throws TextAnalyticsException If analyze operation fails.
+ * @throws NullPointerException If {@code jobId} is null.
+ */
+ @ServiceMethod(returns = ReturnType.COLLECTION)
+ public SyncPoller> beginAnalyzeHealthcare(
+ Iterable documents, RecognizeHealthcareEntityOptions options, Context context) {
+ return client.analyzeHealthcareAsyncClient.beginAnalyzeHealthcarePagedIterable(documents, options, context)
+ .getSyncPoller();
+ }
+
+ /**
+ * Cancel a long-running operation healthcare task by given job ID.
+ *
+ * Code Sample
+ * {@codesnippet com.azure.ai.textanalytics.TextAnalyticsClient.beginCancelAnalyzeHealthcare#UUID-Context}
+ *
+ * @param jobId A job identification number.
+ * @param context Additional context that is passed through the Http pipeline during the service call.
+ *
+ * @return A {@link SyncPoller} that polls the analyze healthcare operation until it has completed, has failed,
+ * or has been cancelled.
+ *
+ * @throws TextAnalyticsException If analyze operation fails.
+ * @throws NullPointerException If {@code jobId} is null.
+ */
+ @ServiceMethod(returns = ReturnType.COLLECTION)
+ public SyncPoller beginCancelAnalyzeHealthcare(UUID jobId, Context context) {
+ return client.analyzeHealthcareAsyncClient.beginCancelAnalyzeHealthcare(jobId, context).getSyncPoller();
+ }
}
diff --git a/sdk/textanalytics/azure-ai-textanalytics/src/main/java/com/azure/ai/textanalytics/TextAnalyticsServiceVersion.java b/sdk/textanalytics/azure-ai-textanalytics/src/main/java/com/azure/ai/textanalytics/TextAnalyticsServiceVersion.java
index d71d1b2bdf3d1..4ad6d8442e593 100644
--- a/sdk/textanalytics/azure-ai-textanalytics/src/main/java/com/azure/ai/textanalytics/TextAnalyticsServiceVersion.java
+++ b/sdk/textanalytics/azure-ai-textanalytics/src/main/java/com/azure/ai/textanalytics/TextAnalyticsServiceVersion.java
@@ -10,7 +10,7 @@
*/
public enum TextAnalyticsServiceVersion implements ServiceVersion {
V3_0("v3.0"),
- V3_1_PREVIEW_2("v3.1-preview.2");
+ V3_1_PREVIEW_3("v3.1-preview.3");
private final String version;
@@ -32,7 +32,7 @@ public String getVersion() {
* @return the latest {@link TextAnalyticsServiceVersion}
*/
public static TextAnalyticsServiceVersion getLatest() {
- return V3_1_PREVIEW_2;
+ return V3_1_PREVIEW_3;
}
}
diff --git a/sdk/textanalytics/azure-ai-textanalytics/src/main/java/com/azure/ai/textanalytics/implementation/HealthcareEntityCollectionPropertiesHelper.java b/sdk/textanalytics/azure-ai-textanalytics/src/main/java/com/azure/ai/textanalytics/implementation/HealthcareEntityCollectionPropertiesHelper.java
new file mode 100644
index 0000000000000..136633b2d6992
--- /dev/null
+++ b/sdk/textanalytics/azure-ai-textanalytics/src/main/java/com/azure/ai/textanalytics/implementation/HealthcareEntityCollectionPropertiesHelper.java
@@ -0,0 +1,47 @@
+// Copyright (c) Microsoft Corporation. All rights reserved.
+// Licensed under the MIT License.
+
+package com.azure.ai.textanalytics.implementation;
+
+import com.azure.ai.textanalytics.models.HealthcareEntityCollection;
+import com.azure.ai.textanalytics.models.HealthcareEntityRelation;
+import com.azure.ai.textanalytics.models.TextAnalyticsWarning;
+import com.azure.core.util.IterableStream;
+
+/**
+ * The helper class to set the non-public properties of an {@link HealthcareEntityCollection} instance.
+ */
+public final class HealthcareEntityCollectionPropertiesHelper {
+ private static HealthcareEntityCollectionAccessor accessor;
+
+ private HealthcareEntityCollectionPropertiesHelper() { }
+
+ /**
+ * Type defining the methods to set the non-public properties of an {@link HealthcareEntityCollection} instance.
+ */
+ public interface HealthcareEntityCollectionAccessor {
+ void setWarnings(HealthcareEntityCollection healthcareEntityCollection,
+ IterableStream warnings);
+ void setEntityRelations(HealthcareEntityCollection healthcareEntityCollection,
+ IterableStream entityRelations);
+ }
+
+ /**
+ * The method called from {@link HealthcareEntityCollection} to set it's accessor.
+ *
+ * @param healthcareEntityCollectionAccessor The accessor.
+ */
+ public static void setAccessor(final HealthcareEntityCollectionAccessor healthcareEntityCollectionAccessor) {
+ accessor = healthcareEntityCollectionAccessor;
+ }
+
+ public static void setWarnings(HealthcareEntityCollection healthcareEntityCollection,
+ IterableStream warnings) {
+ accessor.setWarnings(healthcareEntityCollection, warnings);
+ }
+
+ public static void setEntityRelations(HealthcareEntityCollection healthcareEntityCollection,
+ IterableStream entityRelations) {
+ accessor.setEntityRelations(healthcareEntityCollection, entityRelations);
+ }
+}
diff --git a/sdk/textanalytics/azure-ai-textanalytics/src/main/java/com/azure/ai/textanalytics/implementation/HealthcareEntityLinkPropertiesHelper.java b/sdk/textanalytics/azure-ai-textanalytics/src/main/java/com/azure/ai/textanalytics/implementation/HealthcareEntityLinkPropertiesHelper.java
new file mode 100644
index 0000000000000..3e3d1cf0e0afb
--- /dev/null
+++ b/sdk/textanalytics/azure-ai-textanalytics/src/main/java/com/azure/ai/textanalytics/implementation/HealthcareEntityLinkPropertiesHelper.java
@@ -0,0 +1,40 @@
+// Copyright (c) Microsoft Corporation. All rights reserved.
+// Licensed under the MIT License.
+
+package com.azure.ai.textanalytics.implementation;
+
+import com.azure.ai.textanalytics.models.HealthcareEntityLink;
+
+/**
+ * The helper class to set the non-public properties of an {@link HealthcareEntityLink} instance.
+ */
+public final class HealthcareEntityLinkPropertiesHelper {
+ private static HealthcareEntityLinkAccessor accessor;
+
+ private HealthcareEntityLinkPropertiesHelper() { }
+
+ /**
+ * Type defining the methods to set the non-public properties of an {@link HealthcareEntityLink} instance.
+ */
+ public interface HealthcareEntityLinkAccessor {
+ void setDataSource(HealthcareEntityLink healthcareEntityLink, String dataSource);
+ void setDataSourceId(HealthcareEntityLink healthcareEntityLink, String dataSourceId);
+ }
+
+ /**
+ * The method called from {@link HealthcareEntityLink} to set it's accessor.
+ *
+ * @param healthcareEntityLinkAccessor The accessor.
+ */
+ public static void setAccessor(final HealthcareEntityLinkAccessor healthcareEntityLinkAccessor) {
+ accessor = healthcareEntityLinkAccessor;
+ }
+
+ public static void setDataSource(HealthcareEntityLink healthcareEntityLink, String dataSource) {
+ accessor.setDataSource(healthcareEntityLink, dataSource);
+ }
+
+ public static void setDataSourceId(HealthcareEntityLink healthcareEntityLink, String dataSourceId) {
+ accessor.setDataSourceId(healthcareEntityLink, dataSourceId);
+ }
+}
diff --git a/sdk/textanalytics/azure-ai-textanalytics/src/main/java/com/azure/ai/textanalytics/implementation/HealthcareEntityPropertiesHelper.java b/sdk/textanalytics/azure-ai-textanalytics/src/main/java/com/azure/ai/textanalytics/implementation/HealthcareEntityPropertiesHelper.java
new file mode 100644
index 0000000000000..99201dbca8b28
--- /dev/null
+++ b/sdk/textanalytics/azure-ai-textanalytics/src/main/java/com/azure/ai/textanalytics/implementation/HealthcareEntityPropertiesHelper.java
@@ -0,0 +1,71 @@
+// Copyright (c) Microsoft Corporation. All rights reserved.
+// Licensed under the MIT License.
+
+package com.azure.ai.textanalytics.implementation;
+
+import com.azure.ai.textanalytics.models.EntityCategory;
+import com.azure.ai.textanalytics.models.HealthcareEntity;
+import com.azure.ai.textanalytics.models.HealthcareEntityLink;
+
+import java.util.List;
+
+/**
+ * The helper class to set the non-public properties of an {@link HealthcareEntity} instance.
+ */
+public final class HealthcareEntityPropertiesHelper {
+ private static HealthcareEntityAccessor accessor;
+
+ private HealthcareEntityPropertiesHelper() { }
+
+ /**
+ * Type defining the methods to set the non-public properties of an {@link HealthcareEntity} instance.
+ */
+ public interface HealthcareEntityAccessor {
+ void setText(HealthcareEntity healthcareEntity, String text);
+ void setCategory(HealthcareEntity healthcareEntity, EntityCategory category);
+ void setSubcategory(HealthcareEntity healthcareEntity, String subcategory);
+ void setConfidenceScore(HealthcareEntity healthcareEntity, double confidenceScore);
+ void setOffset(HealthcareEntity healthcareEntity, int offset);
+ void setNegated(HealthcareEntity healthcareEntity, boolean negated);
+ void setHealthcareEntityLinks(HealthcareEntity healthcareEntity,
+ List healthcareEntityLinks);
+ }
+
+ /**
+ * The method called from {@link HealthcareEntity} to set it's accessor.
+ *
+ * @param healthcareEntityAccessor The accessor.
+ */
+ public static void setAccessor(final HealthcareEntityAccessor healthcareEntityAccessor) {
+ accessor = healthcareEntityAccessor;
+ }
+
+ public static void setText(HealthcareEntity healthcareEntity, String text) {
+ accessor.setText(healthcareEntity, text);
+ }
+
+ public static void setCategory(HealthcareEntity healthcareEntity, EntityCategory category) {
+ accessor.setCategory(healthcareEntity, category);
+ }
+
+ public static void setSubcategory(HealthcareEntity healthcareEntity, String subcategory) {
+ accessor.setSubcategory(healthcareEntity, subcategory);
+ }
+
+ public static void setConfidenceScore(HealthcareEntity healthcareEntity, double confidenceScore) {
+ accessor.setConfidenceScore(healthcareEntity, confidenceScore);
+ }
+
+ public static void setOffset(HealthcareEntity healthcareEntity, int offset) {
+ accessor.setOffset(healthcareEntity, offset);
+ }
+
+ public static void setNegated(HealthcareEntity healthcareEntity, boolean negated) {
+ accessor.setNegated(healthcareEntity, negated);
+ }
+
+ public static void setHealthcareEntityLinks(HealthcareEntity healthcareEntity,
+ List healthcareEntityLinks) {
+ accessor.setHealthcareEntityLinks(healthcareEntity, healthcareEntityLinks);
+ }
+}
diff --git a/sdk/textanalytics/azure-ai-textanalytics/src/main/java/com/azure/ai/textanalytics/implementation/HealthcareEntityRelationPropertiesHelper.java b/sdk/textanalytics/azure-ai-textanalytics/src/main/java/com/azure/ai/textanalytics/implementation/HealthcareEntityRelationPropertiesHelper.java
new file mode 100644
index 0000000000000..3559a50bd6fce
--- /dev/null
+++ b/sdk/textanalytics/azure-ai-textanalytics/src/main/java/com/azure/ai/textanalytics/implementation/HealthcareEntityRelationPropertiesHelper.java
@@ -0,0 +1,50 @@
+// Copyright (c) Microsoft Corporation. All rights reserved.
+// Licensed under the MIT License.
+
+package com.azure.ai.textanalytics.implementation;
+
+import com.azure.ai.textanalytics.models.HealthcareEntityRelation;
+
+/**
+ * The helper class to set the non-public properties of an {@link HealthcareEntityRelation} instance.
+ */
+public final class HealthcareEntityRelationPropertiesHelper {
+ private static HealthcareEntityRelationAccessor accessor;
+
+ private HealthcareEntityRelationPropertiesHelper() { }
+
+ /**
+ * Type defining the methods to set the non-public properties of an {@link HealthcareEntityRelation} instance.
+ */
+ public interface HealthcareEntityRelationAccessor {
+ void setRelationType(HealthcareEntityRelation healthcareEntityRelation, String relationType);
+ void setBidirectional(HealthcareEntityRelation healthcareEntityRelation, boolean bidirectional);
+ void setSourceLink(HealthcareEntityRelation healthcareEntityRelation, String sourceLink);
+ void setTargetLink(HealthcareEntityRelation healthcareEntityRelation, String targetLink);
+ }
+
+ /**
+ * The method called from {@link HealthcareEntityRelation} to set it's accessor.
+ *
+ * @param healthcareEntityRelationAccessor The accessor.
+ */
+ public static void setAccessor(final HealthcareEntityRelationAccessor healthcareEntityRelationAccessor) {
+ accessor = healthcareEntityRelationAccessor;
+ }
+
+ public static void setRelationType(HealthcareEntityRelation healthcareEntityRelation, String relationType) {
+ accessor.setRelationType(healthcareEntityRelation, relationType);
+ }
+
+ public static void setBidirectional(HealthcareEntityRelation healthcareEntityRelation, boolean bidirectional) {
+ accessor.setBidirectional(healthcareEntityRelation, bidirectional);
+ }
+
+ public static void setSourceLink(HealthcareEntityRelation healthcareEntityRelation, String sourceLink) {
+ accessor.setSourceLink(healthcareEntityRelation, sourceLink);
+ }
+
+ public static void setTargetLink(HealthcareEntityRelation healthcareEntityRelation, String targetLink) {
+ accessor.setTargetLink(healthcareEntityRelation, targetLink);
+ }
+}
diff --git a/sdk/textanalytics/azure-ai-textanalytics/src/main/java/com/azure/ai/textanalytics/implementation/HealthcareTaskResultPropertiesHelper.java b/sdk/textanalytics/azure-ai-textanalytics/src/main/java/com/azure/ai/textanalytics/implementation/HealthcareTaskResultPropertiesHelper.java
new file mode 100644
index 0000000000000..b552b7195f9e3
--- /dev/null
+++ b/sdk/textanalytics/azure-ai-textanalytics/src/main/java/com/azure/ai/textanalytics/implementation/HealthcareTaskResultPropertiesHelper.java
@@ -0,0 +1,47 @@
+// Copyright (c) Microsoft Corporation. All rights reserved.
+// Licensed under the MIT License.
+
+package com.azure.ai.textanalytics.implementation;
+
+import com.azure.ai.textanalytics.models.HealthcareTaskResult;
+import com.azure.ai.textanalytics.models.TextAnalyticsError;
+import com.azure.ai.textanalytics.util.RecognizeHealthcareEntitiesResultCollection;
+
+import java.util.List;
+
+/**
+ * The helper class to set the non-public properties of an {@link HealthcareTaskResult} instance.
+ */
+public final class HealthcareTaskResultPropertiesHelper {
+ private static HealthcareTaskResultAccessor accessor;
+
+ private HealthcareTaskResultPropertiesHelper() { }
+
+ /**
+ * Type defining the methods to set the non-public properties of an {@link HealthcareTaskResult} instance.
+ */
+ public interface HealthcareTaskResultAccessor {
+ void setResult(HealthcareTaskResult healthcareTaskResult,
+ RecognizeHealthcareEntitiesResultCollection recognizeHealthcareEntitiesResultCollection);
+ void setError(HealthcareTaskResult healthcareTaskResult, List errors);
+ }
+
+ /**
+ * The method called from {@link HealthcareTaskResult} to set it's accessor.
+ *
+ * @param healthcareTaskResultAccessor The accessor.
+ */
+ public static void setAccessor(final HealthcareTaskResultAccessor healthcareTaskResultAccessor) {
+ accessor = healthcareTaskResultAccessor;
+ }
+
+ public static void setResult(HealthcareTaskResult healthcareTaskResult,
+ RecognizeHealthcareEntitiesResultCollection recognizeHealthcareEntitiesResultCollection) {
+ accessor.setResult(healthcareTaskResult,
+ recognizeHealthcareEntitiesResultCollection);
+ }
+
+ public static void setErrors(HealthcareTaskResult healthcareTaskResult, List errors) {
+ accessor.setError(healthcareTaskResult, errors);
+ }
+}
diff --git a/sdk/textanalytics/azure-ai-textanalytics/src/main/java/com/azure/ai/textanalytics/implementation/RecognizeHealthcareEntitiesResultCollectionPropertiesHelper.java b/sdk/textanalytics/azure-ai-textanalytics/src/main/java/com/azure/ai/textanalytics/implementation/RecognizeHealthcareEntitiesResultCollectionPropertiesHelper.java
new file mode 100644
index 0000000000000..a6f4fcbe3ba1e
--- /dev/null
+++ b/sdk/textanalytics/azure-ai-textanalytics/src/main/java/com/azure/ai/textanalytics/implementation/RecognizeHealthcareEntitiesResultCollectionPropertiesHelper.java
@@ -0,0 +1,47 @@
+// Copyright (c) Microsoft Corporation. All rights reserved.
+// Licensed under the MIT License.
+
+package com.azure.ai.textanalytics.implementation;
+
+import com.azure.ai.textanalytics.models.TextDocumentBatchStatistics;
+import com.azure.ai.textanalytics.util.RecognizeHealthcareEntitiesResultCollection;
+
+/**
+ * The helper class to set the non-public properties of an {@link RecognizeHealthcareEntitiesResultCollection} instance.
+ */
+public final class RecognizeHealthcareEntitiesResultCollectionPropertiesHelper {
+ private static RecognizeHealthcareEntitiesResultCollectionAccessor accessor;
+
+ private RecognizeHealthcareEntitiesResultCollectionPropertiesHelper() { }
+
+ /**
+ * Type defining the methods to set the non-public properties of an
+ * {@link RecognizeHealthcareEntitiesResultCollection} instance.
+ */
+ public interface RecognizeHealthcareEntitiesResultCollectionAccessor {
+ void setModelVersion(RecognizeHealthcareEntitiesResultCollection healthcareEntitiesResultCollection,
+ String modelVersion);
+ void setStatistics(RecognizeHealthcareEntitiesResultCollection healthcareEntitiesResultCollection,
+ TextDocumentBatchStatistics statistics);
+ }
+
+ /**
+ * The method called from {@link RecognizeHealthcareEntitiesResultCollection} to set it's accessor.
+ *
+ * @param recognizeHealthcareEntitiesResultCollectionAccessor The accessor.
+ */
+ public static void setAccessor(final RecognizeHealthcareEntitiesResultCollectionAccessor
+ recognizeHealthcareEntitiesResultCollectionAccessor) {
+ accessor = recognizeHealthcareEntitiesResultCollectionAccessor;
+ }
+
+ public static void setModelVersion(RecognizeHealthcareEntitiesResultCollection healthcareEntitiesResultCollection,
+ String modelVersion) {
+ accessor.setModelVersion(healthcareEntitiesResultCollection, modelVersion);
+ }
+
+ public static void setStatistics(RecognizeHealthcareEntitiesResultCollection healthcareEntitiesResultCollection,
+ TextDocumentBatchStatistics statistics) {
+ accessor.setStatistics(healthcareEntitiesResultCollection, statistics);
+ }
+}
diff --git a/sdk/textanalytics/azure-ai-textanalytics/src/main/java/com/azure/ai/textanalytics/implementation/RecognizeHealthcareEntitiesResultPropertiesHelper.java b/sdk/textanalytics/azure-ai-textanalytics/src/main/java/com/azure/ai/textanalytics/implementation/RecognizeHealthcareEntitiesResultPropertiesHelper.java
new file mode 100644
index 0000000000000..d201c115f9b30
--- /dev/null
+++ b/sdk/textanalytics/azure-ai-textanalytics/src/main/java/com/azure/ai/textanalytics/implementation/RecognizeHealthcareEntitiesResultPropertiesHelper.java
@@ -0,0 +1,40 @@
+// Copyright (c) Microsoft Corporation. All rights reserved.
+// Licensed under the MIT License.
+
+package com.azure.ai.textanalytics.implementation;
+
+import com.azure.ai.textanalytics.models.HealthcareEntityCollection;
+import com.azure.ai.textanalytics.models.RecognizeHealthcareEntitiesResult;
+
+/**
+ * The helper class to set the non-public properties of an {@link RecognizeHealthcareEntitiesResult} instance.
+ */
+public final class RecognizeHealthcareEntitiesResultPropertiesHelper {
+ private static RecognizeHealthcareEntitiesResultAccessor accessor;
+
+ private RecognizeHealthcareEntitiesResultPropertiesHelper() { }
+
+ /**
+ * Type defining the methods to set the non-public properties of an {@link RecognizeHealthcareEntitiesResult}
+ * instance.
+ */
+ public interface RecognizeHealthcareEntitiesResultAccessor {
+ void setEntities(RecognizeHealthcareEntitiesResult entitiesResult, HealthcareEntityCollection entities);
+ }
+
+ /**
+ * The method called from {@link RecognizeHealthcareEntitiesResult} to set it's accessor.
+ *
+ * @param recognizeHealthcareEntitiesResultAccessor The accessor.
+ */
+ public static void setAccessor(
+ final RecognizeHealthcareEntitiesResultAccessor recognizeHealthcareEntitiesResultAccessor) {
+ accessor = recognizeHealthcareEntitiesResultAccessor;
+ }
+
+
+ public static void setEntities(RecognizeHealthcareEntitiesResult entitiesResult,
+ HealthcareEntityCollection entities) {
+ accessor.setEntities(entitiesResult, entities);
+ }
+}
diff --git a/sdk/textanalytics/azure-ai-textanalytics/src/main/java/com/azure/ai/textanalytics/implementation/TextAnalyticsErrorInformationPropertiesHelper.java b/sdk/textanalytics/azure-ai-textanalytics/src/main/java/com/azure/ai/textanalytics/implementation/TextAnalyticsErrorInformationPropertiesHelper.java
new file mode 100644
index 0000000000000..a8891434dea75
--- /dev/null
+++ b/sdk/textanalytics/azure-ai-textanalytics/src/main/java/com/azure/ai/textanalytics/implementation/TextAnalyticsErrorInformationPropertiesHelper.java
@@ -0,0 +1,43 @@
+// Copyright (c) Microsoft Corporation. All rights reserved.
+// Licensed under the MIT License.
+
+package com.azure.ai.textanalytics.implementation;
+
+import com.azure.ai.textanalytics.models.TextAnalyticsErrorCode;
+import com.azure.ai.textanalytics.models.TextAnalyticsErrorInformation;
+
+/**
+ * The helper class to set the non-public properties of an {@link TextAnalyticsErrorInformation} instance.
+ */
+public final class TextAnalyticsErrorInformationPropertiesHelper {
+ private static TextAnalyticsErrorInformationAccessor accessor;
+
+ private TextAnalyticsErrorInformationPropertiesHelper() { }
+
+ /**
+ * Type defining the methods to set the non-public properties of an {@link TextAnalyticsErrorInformation} instance.
+ */
+ public interface TextAnalyticsErrorInformationAccessor {
+ void setErrorCode(TextAnalyticsErrorInformation textAnalyticsErrorInformation,
+ TextAnalyticsErrorCode errorCode);
+ void setMessage(TextAnalyticsErrorInformation textAnalyticsErrorInformation, String message);
+ }
+
+ /**
+ * The method called from {@link TextAnalyticsErrorInformation} to set it's accessor.
+ *
+ * @param textAnalyticsErrorInformationAccessor The accessor.
+ */
+ public static void setAccessor(final TextAnalyticsErrorInformationAccessor textAnalyticsErrorInformationAccessor) {
+ accessor = textAnalyticsErrorInformationAccessor;
+ }
+
+ public static void setErrorCode(TextAnalyticsErrorInformation textAnalyticsErrorInformation,
+ TextAnalyticsErrorCode errorCode) {
+ accessor.setErrorCode(textAnalyticsErrorInformation, errorCode);
+ }
+
+ public static void setMessage(TextAnalyticsErrorInformation textAnalyticsErrorInformation, String message) {
+ accessor.setMessage(textAnalyticsErrorInformation, message);
+ }
+}
diff --git a/sdk/textanalytics/azure-ai-textanalytics/src/main/java/com/azure/ai/textanalytics/implementation/TextAnalyticsExceptionPropertiesHelper.java b/sdk/textanalytics/azure-ai-textanalytics/src/main/java/com/azure/ai/textanalytics/implementation/TextAnalyticsExceptionPropertiesHelper.java
new file mode 100644
index 0000000000000..23180bd7f11d7
--- /dev/null
+++ b/sdk/textanalytics/azure-ai-textanalytics/src/main/java/com/azure/ai/textanalytics/implementation/TextAnalyticsExceptionPropertiesHelper.java
@@ -0,0 +1,40 @@
+// Copyright (c) Microsoft Corporation. All rights reserved.
+// Licensed under the MIT License.
+
+package com.azure.ai.textanalytics.implementation;
+
+import com.azure.ai.textanalytics.models.TextAnalyticsErrorInformation;
+import com.azure.ai.textanalytics.models.TextAnalyticsException;
+
+import java.util.List;
+
+/**
+ * The helper class to set the non-public properties of an {@link TextAnalyticsException} instance.
+ */
+public final class TextAnalyticsExceptionPropertiesHelper {
+ private static TextAnalyticsExceptionAccessor accessor;
+
+ private TextAnalyticsExceptionPropertiesHelper() { }
+
+ /**
+ * Type defining the methods to set the non-public properties of an {@link TextAnalyticsException} instance.
+ */
+ public interface TextAnalyticsExceptionAccessor {
+ void setErrorInformationList(TextAnalyticsException textAnalyticsException,
+ List errorInformation);
+ }
+
+ /**
+ * The method called from {@link TextAnalyticsException} to set it's accessor.
+ *
+ * @param textAnalyticsExceptionAccessor The accessor.
+ */
+ public static void setAccessor(final TextAnalyticsExceptionAccessor textAnalyticsExceptionAccessor) {
+ accessor = textAnalyticsExceptionAccessor;
+ }
+
+ public static void setErrorInformationList(TextAnalyticsException textAnalyticsException,
+ List errorInformation) {
+ accessor.setErrorInformationList(textAnalyticsException, errorInformation);
+ }
+}
diff --git a/sdk/textanalytics/azure-ai-textanalytics/src/main/java/com/azure/ai/textanalytics/implementation/TextAnalyticsOperationResultPropertiesHelper.java b/sdk/textanalytics/azure-ai-textanalytics/src/main/java/com/azure/ai/textanalytics/implementation/TextAnalyticsOperationResultPropertiesHelper.java
new file mode 100644
index 0000000000000..ee0b2b6f698b2
--- /dev/null
+++ b/sdk/textanalytics/azure-ai-textanalytics/src/main/java/com/azure/ai/textanalytics/implementation/TextAnalyticsOperationResultPropertiesHelper.java
@@ -0,0 +1,37 @@
+// Copyright (c) Microsoft Corporation. All rights reserved.
+// Licensed under the MIT License.
+
+package com.azure.ai.textanalytics.implementation;
+
+import com.azure.ai.textanalytics.models.TextAnalyticsOperationResult;
+
+/**
+ * The helper class to set the non-public properties of an {@link TextAnalyticsOperationResult} instance.
+ */
+public final class TextAnalyticsOperationResultPropertiesHelper {
+ private static TextAnalyticsOperationResultAccessor accessor;
+
+ private TextAnalyticsOperationResultPropertiesHelper() { }
+
+ /**
+ * Type defining the methods to set the non-public properties of an {@link TextAnalyticsOperationResult}
+ * instance.
+ */
+ public interface TextAnalyticsOperationResultAccessor {
+ void setResultId(TextAnalyticsOperationResult entitiesResult, String resultId);
+ }
+
+ /**
+ * The method called from {@link TextAnalyticsOperationResult} to set it's accessor.
+ *
+ * @param textAnalyticsOperationResultAccessor The accessor.
+ */
+ public static void setAccessor(
+ final TextAnalyticsOperationResultAccessor textAnalyticsOperationResultAccessor) {
+ accessor = textAnalyticsOperationResultAccessor;
+ }
+
+ public static void setResultId(TextAnalyticsOperationResult operationResult, String resultId) {
+ accessor.setResultId(operationResult, resultId);
+ }
+}
diff --git a/sdk/textanalytics/azure-ai-textanalytics/src/main/java/com/azure/ai/textanalytics/implementation/Utility.java b/sdk/textanalytics/azure-ai-textanalytics/src/main/java/com/azure/ai/textanalytics/implementation/Utility.java
index c6f4a9c25c356..ca70dcbfa93b3 100644
--- a/sdk/textanalytics/azure-ai-textanalytics/src/main/java/com/azure/ai/textanalytics/implementation/Utility.java
+++ b/sdk/textanalytics/azure-ai-textanalytics/src/main/java/com/azure/ai/textanalytics/implementation/Utility.java
@@ -6,38 +6,70 @@
import com.azure.ai.textanalytics.implementation.models.DocumentStatistics;
import com.azure.ai.textanalytics.implementation.models.ErrorCodeValue;
import com.azure.ai.textanalytics.implementation.models.ErrorResponseException;
+import com.azure.ai.textanalytics.implementation.models.HealthcareResult;
import com.azure.ai.textanalytics.implementation.models.InnerError;
import com.azure.ai.textanalytics.implementation.models.InnerErrorCodeValue;
import com.azure.ai.textanalytics.implementation.models.LanguageInput;
import com.azure.ai.textanalytics.implementation.models.MultiLanguageInput;
import com.azure.ai.textanalytics.implementation.models.RequestStatistics;
+import com.azure.ai.textanalytics.implementation.models.State;
import com.azure.ai.textanalytics.implementation.models.TextAnalyticsError;
import com.azure.ai.textanalytics.models.DetectLanguageInput;
+import com.azure.ai.textanalytics.models.EntityCategory;
+import com.azure.ai.textanalytics.models.HealthcareEntity;
+import com.azure.ai.textanalytics.models.HealthcareEntityCollection;
+import com.azure.ai.textanalytics.models.HealthcareEntityLink;
+import com.azure.ai.textanalytics.models.HealthcareEntityRelation;
+import com.azure.ai.textanalytics.models.JobState;
+import com.azure.ai.textanalytics.models.RecognizeHealthcareEntitiesResult;
import com.azure.ai.textanalytics.models.TextAnalyticsErrorCode;
import com.azure.ai.textanalytics.models.TextAnalyticsException;
+import com.azure.ai.textanalytics.models.TextAnalyticsWarning;
import com.azure.ai.textanalytics.models.TextDocumentBatchStatistics;
import com.azure.ai.textanalytics.models.TextDocumentInput;
import com.azure.ai.textanalytics.models.TextDocumentStatistics;
+import com.azure.ai.textanalytics.models.WarningCode;
+import com.azure.ai.textanalytics.util.RecognizeHealthcareEntitiesResultCollection;
import com.azure.core.exception.HttpResponseException;
import com.azure.core.http.HttpHeaders;
import com.azure.core.http.HttpResponse;
import com.azure.core.http.rest.SimpleResponse;
+import com.azure.core.util.CoreUtils;
+import com.azure.core.util.IterableStream;
+import com.azure.core.util.logging.ClientLogger;
import reactor.core.publisher.Flux;
import reactor.core.publisher.Mono;
import java.nio.ByteBuffer;
import java.nio.charset.Charset;
+import java.time.Duration;
import java.util.ArrayList;
+import java.util.HashMap;
import java.util.Iterator;
import java.util.List;
+import java.util.Map;
import java.util.Objects;
+import java.util.Optional;
import java.util.concurrent.atomic.AtomicInteger;
import java.util.function.BiFunction;
+import java.util.stream.Collectors;
+
+import static com.azure.ai.textanalytics.implementation.models.State.CANCELLED;
+import static com.azure.ai.textanalytics.implementation.models.State.CANCELLING;
+import static com.azure.ai.textanalytics.implementation.models.State.FAILED;
+import static com.azure.ai.textanalytics.implementation.models.State.NOTSTARTED;
+import static com.azure.ai.textanalytics.implementation.models.State.PARTIALLY_COMPLETED;
+import static com.azure.ai.textanalytics.implementation.models.State.RUNNING;
+import static com.azure.ai.textanalytics.implementation.models.State.SUCCEEDED;
/**
* Utility method class.
*/
public final class Utility {
+ private static final ClientLogger LOGGER = new ClientLogger(Utility.class);
+ // default time interval for polling
+ public static final Duration DEFAULT_POLL_DURATION = Duration.ofSeconds(5);
+
private Utility() {
}
@@ -118,7 +150,6 @@ public static Throwable mapToHttpResponseExceptionIfExist(Throwable throwable) {
return throwable;
}
-
/**
* Given a list of documents will apply the indexing function to it and return the updated list.
*
@@ -228,4 +259,179 @@ public static List toLanguageInput(Iterable
.setCountryHint(textDocumentInput.getCountryHint())));
return multiLanguageInputs;
}
+
+ /**
+ * Extracts the result ID from the URL.
+ *
+ * @param operationLocation The URL specified in the 'Operation-Location' response header containing the
+ * resultId used to track the progress and obtain the result of the analyze operation.
+ *
+ * @return The resultId used to track the progress.
+ */
+ public static String parseModelId(String operationLocation) {
+ if (!CoreUtils.isNullOrEmpty(operationLocation)) {
+ int lastIndex = operationLocation.lastIndexOf('/');
+ if (lastIndex != -1) {
+ return operationLocation.substring(lastIndex + 1);
+ }
+ }
+ throw LOGGER.logExceptionAsError(
+ new RuntimeException("Failed to parse operation header for result Id from: " + operationLocation));
+ }
+
+ /**
+ * Extract the next pagination link which contains the request parameter values, into map,
+ * such as '$skip=20' and '$top=2'.
+ *
+ * @param nextLink the next pagination link.
+ *
+ * @return A map that holds the request parameter value of next pagination link.
+ */
+ public static Map parseNextLink(String nextLink) {
+ if (!CoreUtils.isNullOrEmpty(nextLink)) {
+ Map parameterMap = new HashMap<>();
+ String[] strings = nextLink.split("\\?", 2);
+ String[] parameters = strings[1].split("&");
+ for (String parameter : parameters) {
+ String[] parameterPair = parameter.split("=");
+ parameterMap.put(parameterPair[0], Integer.valueOf(parameterPair[1]));
+ }
+ return parameterMap;
+ }
+ return new HashMap<>();
+ // TODO: solve this SpotBugs
+ // [ERROR] Unchecked/unconfirmed cast from Throwable to RuntimeException of return value in
+ // com.azure.ai.textanalytics.implementation.Utility.parseNextLink(String)
+ // [com.azure.ai.textanalytics.implementation.Utility] At Utility.java:[line 302]
+ // BC_UNCONFIRMED_CAST_OF_RETURN_VALUE
+ //throw LOGGER.logThrowableAsError(
+ // new RuntimeException(String.format("Failed to parse nextLink for pagination, nextLink: %s%n",
+ // nextLink)));
+ }
+
+ /**
+ * Transfer {@link HealthcareResult} into {@link RecognizeHealthcareEntitiesResultCollection}
+ *
+ * @param healthcareResult the service side raw data, HealthcareResult.
+ *
+ * @return the client side explored model, RecognizeHealthcareEntitiesResultCollection.
+ */
+ public static RecognizeHealthcareEntitiesResultCollection toRecognizeHealthcareEntitiesResultCollection(
+ HealthcareResult healthcareResult) {
+ // List of document results
+ List recognizeHealthcareEntitiesResults = new ArrayList<>();
+ healthcareResult.getDocuments().forEach(
+ documentEntities -> {
+ final List warnings = Optional.ofNullable(documentEntities.getWarnings())
+ .map(textAnalyticsWarnings -> textAnalyticsWarnings.stream().map(
+ textAnalyticsWarning -> new TextAnalyticsWarning(
+ Optional.ofNullable(textAnalyticsWarning.getCode())
+ .map(warningCodeValue -> WarningCode.fromString(warningCodeValue.toString()))
+ .orElse(null),
+ textAnalyticsWarning.getMessage())
+ ).collect(Collectors.toList())
+ ).orElse(new ArrayList<>());
+
+ final List healthcareEntities = documentEntities.getEntities().stream().map(
+ entity -> {
+ final HealthcareEntity healthcareEntity = new HealthcareEntity();
+ HealthcareEntityPropertiesHelper.setText(healthcareEntity, entity.getText());
+ HealthcareEntityPropertiesHelper.setCategory(healthcareEntity,
+ EntityCategory.fromString(entity.getCategory()));
+ HealthcareEntityPropertiesHelper.setSubcategory(healthcareEntity, entity.getSubcategory());
+ HealthcareEntityPropertiesHelper.setConfidenceScore(healthcareEntity,
+ entity.getConfidenceScore());
+ HealthcareEntityPropertiesHelper.setOffset(healthcareEntity, entity.getOffset());
+ HealthcareEntityPropertiesHelper.setNegated(healthcareEntity, entity.isNegated());
+ HealthcareEntityPropertiesHelper.setHealthcareEntityLinks(healthcareEntity,
+ entity.getLinks() == null ? null : entity.getLinks().stream()
+ .map(healthcareEntityLink -> {
+ final HealthcareEntityLink healthcareEntityLinkOrigin = new HealthcareEntityLink();
+ HealthcareEntityLinkPropertiesHelper.setDataSource(healthcareEntityLinkOrigin,
+ healthcareEntityLink.getDataSource());
+ HealthcareEntityLinkPropertiesHelper.setDataSourceId(healthcareEntityLinkOrigin,
+ healthcareEntityLink.getId());
+ return healthcareEntityLinkOrigin;
+ })
+ .collect(Collectors.toList()));
+ return healthcareEntity;
+ }).collect(Collectors.toList());
+
+ final HealthcareEntityCollection healthcareEntityCollection = new HealthcareEntityCollection(
+ new IterableStream<>(healthcareEntities));
+ HealthcareEntityCollectionPropertiesHelper.setWarnings(healthcareEntityCollection,
+ new IterableStream<>(warnings));
+ HealthcareEntityCollectionPropertiesHelper.setEntityRelations(healthcareEntityCollection,
+ new IterableStream<>(documentEntities.getRelations() == null ? null
+ : documentEntities.getRelations()
+ .stream()
+ .map(healthcareRelation -> {
+ final HealthcareEntityRelation relation = new HealthcareEntityRelation();
+ HealthcareEntityRelationPropertiesHelper.setRelationType(relation,
+ healthcareRelation.getRelationType());
+ HealthcareEntityRelationPropertiesHelper.setBidirectional(relation,
+ healthcareRelation.isBidirectional());
+ HealthcareEntityRelationPropertiesHelper.setSourceLink(relation,
+ healthcareRelation.getSource());
+ HealthcareEntityRelationPropertiesHelper.setTargetLink(relation,
+ healthcareRelation.getTarget());
+ return relation;
+ })
+ .collect(Collectors.toList())));
+
+
+ final RecognizeHealthcareEntitiesResult recognizeHealthcareEntitiesResult =
+ new RecognizeHealthcareEntitiesResult(
+ documentEntities.getId(),
+ documentEntities.getStatistics() == null ? null
+ : toTextDocumentStatistics(documentEntities.getStatistics()),
+ null);
+ RecognizeHealthcareEntitiesResultPropertiesHelper.setEntities(recognizeHealthcareEntitiesResult,
+ healthcareEntityCollection);
+
+ recognizeHealthcareEntitiesResults.add(recognizeHealthcareEntitiesResult);
+ });
+ // Document errors
+ healthcareResult.getErrors().forEach(documentError ->
+ recognizeHealthcareEntitiesResults.add(new RecognizeHealthcareEntitiesResult(
+ documentError.getId(),
+ null,
+ toTextAnalyticsError(documentError.getError())))
+ );
+
+ final RecognizeHealthcareEntitiesResultCollection healthcareEntitiesResults =
+ new RecognizeHealthcareEntitiesResultCollection(recognizeHealthcareEntitiesResults);
+ RecognizeHealthcareEntitiesResultCollectionPropertiesHelper.setModelVersion(healthcareEntitiesResults,
+ healthcareResult.getModelVersion());
+ RecognizeHealthcareEntitiesResultCollectionPropertiesHelper.setStatistics(healthcareEntitiesResults,
+ healthcareResult.getStatistics() == null ? null : toBatchStatistics(healthcareResult.getStatistics()));
+ return healthcareEntitiesResults;
+ }
+
+ /**
+ * Transfer {@link State} into {@link JobState}
+ *
+ * @param jobState the service side raw data, State.
+ *
+ * @return the client side explored model, JobState.
+ */
+ public static JobState toJobState(State jobState) {
+ if (jobState == NOTSTARTED) {
+ return JobState.CANCELLED;
+ } else if (jobState == RUNNING) {
+ return JobState.RUNNING;
+ } else if (jobState == SUCCEEDED) {
+ return JobState.SUCCEEDED;
+ } else if (jobState == FAILED) {
+ return JobState.FAILED;
+ } else if (jobState == CANCELLED) {
+ return JobState.CANCELLED;
+ } else if (jobState == CANCELLING) {
+ return JobState.CANCELLING;
+ } else if (jobState == PARTIALLY_COMPLETED) {
+ return JobState.PARTIALLY_COMPLETED;
+ } else {
+ throw new RuntimeException(String.format("job state, %s is not supported.", jobState));
+ }
+ }
}
diff --git a/sdk/textanalytics/azure-ai-textanalytics/src/main/java/com/azure/ai/textanalytics/implementation/models/HealthcareJobState.java b/sdk/textanalytics/azure-ai-textanalytics/src/main/java/com/azure/ai/textanalytics/implementation/models/HealthcareJobState.java
index 64fe86f2ad3ec..a6c0617cd1248 100644
--- a/sdk/textanalytics/azure-ai-textanalytics/src/main/java/com/azure/ai/textanalytics/implementation/models/HealthcareJobState.java
+++ b/sdk/textanalytics/azure-ai-textanalytics/src/main/java/com/azure/ai/textanalytics/implementation/models/HealthcareJobState.java
@@ -6,6 +6,7 @@
import com.azure.core.annotation.Fluent;
import com.fasterxml.jackson.annotation.JsonProperty;
+import java.util.List;
/**
* The HealthcareJobState model.
@@ -18,6 +19,12 @@ public final class HealthcareJobState extends JobMetadata {
@JsonProperty(value = "results")
private HealthcareResult results;
+ /*
+ * The errors property.
+ */
+ @JsonProperty(value = "errors")
+ private List errors;
+
/*
* The @nextLink property.
*/
@@ -44,6 +51,26 @@ public HealthcareJobState setResults(HealthcareResult results) {
return this;
}
+ /**
+ * Get the errors property: The errors property.
+ *
+ * @return the errors value.
+ */
+ public List getErrors() {
+ return this.errors;
+ }
+
+ /**
+ * Set the errors property: The errors property.
+ *
+ * @param errors the errors value to set.
+ * @return the HealthcareJobState object itself.
+ */
+ public HealthcareJobState setErrors(List errors) {
+ this.errors = errors;
+ return this;
+ }
+
/**
* Get the nextLink property: The @nextLink property.
*
diff --git a/sdk/textanalytics/azure-ai-textanalytics/src/main/java/com/azure/ai/textanalytics/models/HealthcareEntity.java b/sdk/textanalytics/azure-ai-textanalytics/src/main/java/com/azure/ai/textanalytics/models/HealthcareEntity.java
new file mode 100644
index 0000000000000..010a226f355df
--- /dev/null
+++ b/sdk/textanalytics/azure-ai-textanalytics/src/main/java/com/azure/ai/textanalytics/models/HealthcareEntity.java
@@ -0,0 +1,153 @@
+// Copyright (c) Microsoft Corporation. All rights reserved.
+// Licensed under the MIT License.
+
+package com.azure.ai.textanalytics.models;
+
+import com.azure.ai.textanalytics.implementation.HealthcareEntityPropertiesHelper;
+
+import java.util.List;
+
+/**
+ * The {@link HealthcareEntity} model.
+ */
+public final class HealthcareEntity {
+ private String text;
+ private EntityCategory category;
+ private String subcategory;
+ private double confidenceScore;
+ private int offset;
+ private boolean negated;
+ private List healthcareEntityLinks;
+
+ static {
+ HealthcareEntityPropertiesHelper.setAccessor(new HealthcareEntityPropertiesHelper.HealthcareEntityAccessor() {
+ @Override
+ public void setText(HealthcareEntity healthcareEntity, String text) {
+ healthcareEntity.setText(text);
+ }
+
+ @Override
+ public void setCategory(HealthcareEntity healthcareEntity, EntityCategory category) {
+ healthcareEntity.setCategory(category);
+ }
+
+ @Override
+ public void setSubcategory(HealthcareEntity healthcareEntity, String subcategory) {
+ healthcareEntity.setSubcategory(subcategory);
+ }
+
+ @Override
+ public void setConfidenceScore(HealthcareEntity healthcareEntity, double confidenceScore) {
+ healthcareEntity.setConfidenceScore(confidenceScore);
+ }
+
+ @Override
+ public void setOffset(HealthcareEntity healthcareEntity, int offset) {
+ healthcareEntity.setOffset(offset);
+ }
+
+ @Override
+ public void setNegated(HealthcareEntity healthcareEntity, boolean negated) {
+ healthcareEntity.setNegated(negated);
+ }
+
+ @Override
+ public void setHealthcareEntityLinks(HealthcareEntity healthcareEntity,
+ List healthcareEntityLinks) {
+ healthcareEntity.setHealthcareEntityLinks(healthcareEntityLinks);
+ }
+ });
+ }
+
+ /**
+ * Get the text property: Healthcare entity text as appears in the request.
+ *
+ * @return The text value.
+ */
+ public String getText() {
+ return this.text;
+ }
+
+ /**
+ * Get the category property: Healthcare entity category, such as Person/Location/Org/SSN etc.
+ *
+ * @return The category value.
+ */
+ public EntityCategory getCategory() {
+ return this.category;
+ }
+
+ /**
+ * Get the subcategory property: Healthcare entity sub category, such as Age/Year/TimeRange etc.
+ *
+ * @return The subcategory value.
+ */
+ public String getSubcategory() {
+ return this.subcategory;
+ }
+
+ /**
+ * Get the score property: If a well-known item is recognized, a decimal
+ * number denoting the confidence level between 0 and 1 will be returned.
+ *
+ * @return The score value.
+ */
+ public double getConfidenceScore() {
+ return this.confidenceScore;
+ }
+
+ /**
+ * Get the offset of entity text. The start position for the entity text in a document.
+ *
+ * @return The offset of entity text.
+ */
+ public int getOffset() {
+ return offset;
+ }
+
+ /**
+ * Get the isNegated property: The isNegated property.
+ *
+ * @return the isNegated value.
+ */
+ public boolean isNegated() {
+ return this.negated;
+ }
+
+ /**
+ * Get the links property: Entity references in known data sources.
+ *
+ * @return the links value.
+ */
+ public List getDataSourceEntityLinks() {
+ return this.healthcareEntityLinks;
+ }
+
+ private void setText(String text) {
+ this.text = text;
+ }
+
+ private void setCategory(EntityCategory category) {
+ this.category = category;
+ }
+
+ private void setSubcategory(String subcategory) {
+ this.subcategory = subcategory;
+ }
+
+ private void setConfidenceScore(double confidenceScore) {
+ this.confidenceScore = confidenceScore;
+ }
+
+ private void setOffset(int offset) {
+ this.offset = offset;
+ }
+
+ private void setNegated(boolean negated) {
+ this.negated = negated;
+ }
+
+ private void setHealthcareEntityLinks(List healthcareEntityLinks) {
+ this.healthcareEntityLinks = healthcareEntityLinks;
+ }
+}
diff --git a/sdk/textanalytics/azure-ai-textanalytics/src/main/java/com/azure/ai/textanalytics/models/HealthcareEntityCollection.java b/sdk/textanalytics/azure-ai-textanalytics/src/main/java/com/azure/ai/textanalytics/models/HealthcareEntityCollection.java
new file mode 100644
index 0000000000000..0e8f01c8050cb
--- /dev/null
+++ b/sdk/textanalytics/azure-ai-textanalytics/src/main/java/com/azure/ai/textanalytics/models/HealthcareEntityCollection.java
@@ -0,0 +1,81 @@
+// Copyright (c) Microsoft Corporation. All rights reserved.
+// Licensed under the MIT License.
+
+package com.azure.ai.textanalytics.models;
+
+import com.azure.ai.textanalytics.implementation.HealthcareEntityCollectionPropertiesHelper;
+import com.azure.core.util.IterableStream;
+
+/**
+ * The {@link HealthcareEntityCollection} model.
+ */
+public class HealthcareEntityCollection extends IterableStream {
+ private IterableStream warnings;
+ private IterableStream entityRelations;
+
+ static {
+ HealthcareEntityCollectionPropertiesHelper.setAccessor(
+ new HealthcareEntityCollectionPropertiesHelper.HealthcareEntityCollectionAccessor() {
+ @Override
+ public void setWarnings(HealthcareEntityCollection healthcareEntityCollection,
+ IterableStream warnings) {
+ healthcareEntityCollection.setWarnings(warnings);
+ }
+
+ @Override
+ public void setEntityRelations(HealthcareEntityCollection healthcareEntityCollection,
+ IterableStream entityRelations) {
+ healthcareEntityCollection.setEntityRelations(entityRelations);
+ }
+ }
+ );
+ }
+
+ /**
+ * Creates a {@link HealthcareEntityCollection} model that describes a healthcare entities collection including
+ * warnings.
+ *
+ * @param entities An {@link IterableStream} of {@link HealthcareEntity healthcare entities}.
+ */
+ public HealthcareEntityCollection(IterableStream entities) {
+ super(entities);
+ }
+
+ /**
+ * Get the {@link IterableStream} of {@link TextAnalyticsWarning Text Analytics warnings}.
+ *
+ * @return {@link IterableStream} of {@link TextAnalyticsWarning}.
+ */
+ public IterableStream getWarnings() {
+ return this.warnings;
+ }
+
+ /**
+ * Get the {@link IterableStream} of {@link HealthcareEntityRelation}.
+ *
+ * @return {@link IterableStream} of {@link HealthcareEntityRelation}.
+ */
+ public IterableStream getEntityRelations() {
+ return this.entityRelations;
+ }
+
+ /**
+ * The private setter to set the warnings property
+ * via {@link HealthcareEntityCollectionPropertiesHelper.HealthcareEntityCollectionAccessor}.
+ *
+ * @param warnings {@link IterableStream} of {@link TextAnalyticsWarning}.
+ */
+ private void setWarnings(IterableStream warnings) {
+ this.warnings = warnings;
+ }
+
+ /**
+ * The private setter to set the entityRelations property
+ * via {@link HealthcareEntityCollectionPropertiesHelper.HealthcareEntityCollectionAccessor}.
+ *
+ * @param entityRelations {@link IterableStream} of {@link HealthcareEntityRelation}.
+ */
+ private void setEntityRelations(IterableStream entityRelations) {
+ this.entityRelations = entityRelations;
+ }
+}
diff --git a/sdk/textanalytics/azure-ai-textanalytics/src/main/java/com/azure/ai/textanalytics/models/HealthcareEntityLink.java b/sdk/textanalytics/azure-ai-textanalytics/src/main/java/com/azure/ai/textanalytics/models/HealthcareEntityLink.java
new file mode 100644
index 0000000000000..300b7d0a5d094
--- /dev/null
+++ b/sdk/textanalytics/azure-ai-textanalytics/src/main/java/com/azure/ai/textanalytics/models/HealthcareEntityLink.java
@@ -0,0 +1,73 @@
+// Copyright (c) Microsoft Corporation. All rights reserved.
+// Licensed under the MIT License.
+
+package com.azure.ai.textanalytics.models;
+
+
+import com.azure.ai.textanalytics.implementation.HealthcareEntityLinkPropertiesHelper;
+
+/** The HealthcareEntityLink model. */
+public final class HealthcareEntityLink {
+ /*
+ * Entity id in the given source catalog.
+ */
+ private String dataSourceId;
+
+ /*
+ * Entity Catalog. Examples include: UMLS, CHV, MSH, etc.
+ */
+ private String dataSource;
+
+ static {
+ HealthcareEntityLinkPropertiesHelper.setAccessor(
+ new HealthcareEntityLinkPropertiesHelper.HealthcareEntityLinkAccessor() {
+ @Override
+ public void setDataSource(HealthcareEntityLink healthcareEntityLink, String dataSource) {
+ healthcareEntityLink.setDataSource(dataSource);
+ }
+
+ @Override
+ public void setDataSourceId(HealthcareEntityLink healthcareEntityLink, String dataSourceId) {
+ healthcareEntityLink.setDataSourceId(dataSourceId);
+ }
+ });
+ }
+
+ /**
+ * Get the dataSource property: Entity Catalog. Examples include: UMLS, CHV, MSH, etc.
+ *
+ * @return the dataSource value.
+ */
+ public String getDataSource() {
+ return this.dataSource;
+ }
+
+ /**
+ * Get the id property: Entity id in the given source catalog.
+ *
+ * @return the id value.
+ */
+ public String getDataSourceId() {
+ return this.dataSourceId;
+ }
+
+ /**
+ * The private setter to set the dataSource property
+ * via {@link HealthcareEntityLinkPropertiesHelper.HealthcareEntityLinkAccessor}.
+ *
+ * @param dataSource the dataSource property: Entity Catalog. Examples include: UMLS, CHV, MSH, etc.
+ */
+ private void setDataSource(String dataSource) {
+ this.dataSource = dataSource;
+ }
+
+ /**
+ * The private setter to set the dataSourceId property
+ * via {@link HealthcareEntityLinkPropertiesHelper.HealthcareEntityLinkAccessor}.
+ *
+ * @param dataSourceId The entity id in the given source catalog.
+ */
+ private void setDataSourceId(String dataSourceId) {
+ this.dataSourceId = dataSourceId;
+ }
+}
diff --git a/sdk/textanalytics/azure-ai-textanalytics/src/main/java/com/azure/ai/textanalytics/models/HealthcareEntityRelation.java b/sdk/textanalytics/azure-ai-textanalytics/src/main/java/com/azure/ai/textanalytics/models/HealthcareEntityRelation.java
new file mode 100644
index 0000000000000..73b82ebf5e1a9
--- /dev/null
+++ b/sdk/textanalytics/azure-ai-textanalytics/src/main/java/com/azure/ai/textanalytics/models/HealthcareEntityRelation.java
@@ -0,0 +1,111 @@
+// Copyright (c) Microsoft Corporation. All rights reserved.
+// Licensed under the MIT License.
+
+package com.azure.ai.textanalytics.models;
+
+import com.azure.ai.textanalytics.implementation.HealthcareEntityRelationPropertiesHelper;
+
+/** The HealthcareEntityRelation model. */
+public final class HealthcareEntityRelation {
+
+ /*
+ * Type of relation. Examples include: `DosageOfMedication` or
+ * 'FrequencyOfMedication', etc.
+ */
+ private String relationType;
+
+ /*
+ * If true the relation between the entities is bidirectional, otherwise
+ * directionality is source to target.
+ */
+ private boolean bidirectional;
+
+ /*
+ * Reference link to the source entity.
+ */
+ private String sourceLink;
+
+ /*
+ * Reference link to the target entity.
+ */
+ private String targetLink;
+
+ static {
+ HealthcareEntityRelationPropertiesHelper.setAccessor(
+ new HealthcareEntityRelationPropertiesHelper.HealthcareEntityRelationAccessor() {
+ @Override
+ public void setRelationType(HealthcareEntityRelation healthcareEntityRelation, String relationType) {
+ healthcareEntityRelation.setRelationType(relationType);
+ }
+
+ @Override
+ public void setBidirectional(HealthcareEntityRelation healthcareEntityRelation, boolean bidirectional) {
+ healthcareEntityRelation.setBidirectional(bidirectional);
+ }
+
+ @Override
+ public void setSourceLink(HealthcareEntityRelation healthcareEntityRelation, String sourceLink) {
+ healthcareEntityRelation.setSourceLink(sourceLink);
+ }
+
+ @Override
+ public void setTargetLink(HealthcareEntityRelation healthcareEntityRelation, String targetLink) {
+ healthcareEntityRelation.setTargetLink(targetLink);
+ }
+ });
+ }
+
+ /**
+ * Get the relationType property: Type of relation. Examples include: `DosageOfMedication` or
+ * 'FrequencyOfMedication', etc.
+ *
+ * @return the relationType value.
+ */
+ public String getRelationType() {
+ return this.relationType;
+ }
+
+ /**
+ * Get the bidirectional property: If true the relation between the entities is bidirectional, otherwise
+ * directionality is source to target.
+ *
+ * @return the bidirectional value.
+ */
+ public boolean isBidirectional() {
+ return this.bidirectional;
+ }
+
+ /**
+ * Get the source property: Reference link to the source entity.
+ *
+ * @return the source reference link value.
+ */
+ public String getSourceLink() {
+ return this.sourceLink;
+ }
+
+ /**
+ * Get the target property: Reference link to the target entity.
+ *
+ * @return the target reference link value.
+ */
+ public String getTargetLink() {
+ return this.targetLink;
+ }
+
+ private void setRelationType(String relationType) {
+ this.relationType = relationType;
+ }
+
+ private void setBidirectional(boolean bidirectional) {
+ this.bidirectional = bidirectional;
+ }
+
+ private void setSourceLink(String sourceLink) {
+ this.sourceLink = sourceLink;
+ }
+
+ private void setTargetLink(String targetLink) {
+ this.targetLink = targetLink;
+ }
+}
diff --git a/sdk/textanalytics/azure-ai-textanalytics/src/main/java/com/azure/ai/textanalytics/models/HealthcareTaskResult.java b/sdk/textanalytics/azure-ai-textanalytics/src/main/java/com/azure/ai/textanalytics/models/HealthcareTaskResult.java
new file mode 100644
index 0000000000000..98ad8a25546d9
--- /dev/null
+++ b/sdk/textanalytics/azure-ai-textanalytics/src/main/java/com/azure/ai/textanalytics/models/HealthcareTaskResult.java
@@ -0,0 +1,89 @@
+// Copyright (c) Microsoft Corporation. All rights reserved.
+// Licensed under the MIT License.
+
+package com.azure.ai.textanalytics.models;
+
+import com.azure.ai.textanalytics.implementation.HealthcareTaskResultPropertiesHelper;
+import com.azure.ai.textanalytics.util.RecognizeHealthcareEntitiesResultCollection;
+
+import java.time.OffsetDateTime;
+import java.util.List;
+
+/**
+ * The HealthcareTaskResult model.
+ */
+public final class HealthcareTaskResult extends JobMetadata {
+ private RecognizeHealthcareEntitiesResultCollection healthcareEntitiesResults;
+ private List errors;
+
+ static {
+ HealthcareTaskResultPropertiesHelper.setAccessor(
+ new HealthcareTaskResultPropertiesHelper.HealthcareTaskResultAccessor() {
+ @Override
+ public void setResult(HealthcareTaskResult healthcareTaskResult,
+ RecognizeHealthcareEntitiesResultCollection recognizeHealthcareEntitiesResultCollection) {
+ healthcareTaskResult.setResult(recognizeHealthcareEntitiesResultCollection);
+ }
+
+ @Override
+ public void setError(HealthcareTaskResult healthcareTaskResult, List errors) {
+ healthcareTaskResult.setErrors(errors);
+ }
+ });
+ }
+
+ /**
+ * Creates a {@link HealthcareTaskResult} model that describes a healthcare task job result.
+ *
+ * @param jobId the job identification.
+ * @param createdDateTime the created time of the job.
+ * @param lastUpdateDateTime the last updated time of the job.
+ * @param status the job status.
+ * @param displayName the display name.
+ * @param expirationDateTime the expiration time of the job.
+ */
+ public HealthcareTaskResult(String jobId, OffsetDateTime createdDateTime, OffsetDateTime lastUpdateDateTime,
+ JobState status, String displayName, OffsetDateTime expirationDateTime) {
+ super(jobId, createdDateTime, lastUpdateDateTime, status, displayName, expirationDateTime);
+ }
+
+ /**
+ * Get a collection model that contains a list of {@link RecognizeHealthcareEntitiesResult} along with
+ * model version and batch's statistics.
+ *
+ * @return the {@link RecognizeHealthcareEntitiesResultCollection},
+ */
+ public RecognizeHealthcareEntitiesResultCollection getResult() {
+ return this.healthcareEntitiesResults;
+ }
+
+ /**
+ * The private setter to set the healthcareEntitiesResults property
+ * via {@link HealthcareTaskResultPropertiesHelper.HealthcareTaskResultAccessor}.
+ *
+ * @param healthcareEntitiesResults a collection model that contains a list of
+ * {@link RecognizeHealthcareEntitiesResult} along with model version and batch's statistics.
+ */
+ private void setResult(RecognizeHealthcareEntitiesResultCollection healthcareEntitiesResults) {
+ this.healthcareEntitiesResults = healthcareEntitiesResults;
+ }
+
+ /**
+ * Get a list of {@link TextAnalyticsError} for Healthcare tasks if operation failed.
+ *
+ * @return a list of {@link TextAnalyticsError}.
+ */
+ public List getErrors() {
+ return this.errors;
+ }
+
+ /**
+ * The private setter to set the healthcareEntitiesResults property
+ * via {@link HealthcareTaskResultPropertiesHelper.HealthcareTaskResultAccessor}.
+ *
+ * @param errors a list of {@link TextAnalyticsError} for Healthcare tasks.
+ */
+ private void setErrors(List errors) {
+ this.errors = errors;
+ }
+}
diff --git a/sdk/textanalytics/azure-ai-textanalytics/src/main/java/com/azure/ai/textanalytics/models/JobMetadata.java b/sdk/textanalytics/azure-ai-textanalytics/src/main/java/com/azure/ai/textanalytics/models/JobMetadata.java
new file mode 100644
index 0000000000000..a1e1c3b048ea1
--- /dev/null
+++ b/sdk/textanalytics/azure-ai-textanalytics/src/main/java/com/azure/ai/textanalytics/models/JobMetadata.java
@@ -0,0 +1,115 @@
+// Copyright (c) Microsoft Corporation. All rights reserved.
+// Licensed under the MIT License.
+
+package com.azure.ai.textanalytics.models;
+
+import java.time.OffsetDateTime;
+
+/**
+ * The JobMetadata model
+ */
+public class JobMetadata {
+ /*
+ * The jobId property.
+ */
+ private final String jobId;
+
+ /*
+ * The createdDateTime property.
+ */
+ private final OffsetDateTime createdDateTime;
+
+ /*
+ * The displayName property.
+ */
+ private final String displayName;
+
+ /*
+ * The expirationDateTime property.
+ */
+ private final OffsetDateTime expirationDateTime;
+
+ /*
+ * The lastUpdateDateTime property.
+ */
+ private final OffsetDateTime lastUpdateDateTime;
+
+ /*
+ * The status property.
+ */
+ private final JobState status;
+
+ /**
+ * Creates a {@link JobMetadata} model that describes a task job's metadata.
+ *
+ * @param jobId the job identification.
+ * @param createdDateTime the created time of the job.
+ * @param lastUpdateDateTime the last updated time of the job.
+ * @param status the job status.
+ * @param displayName the display name.
+ * @param expirationDateTime the expiration time of the job.
+ */
+ public JobMetadata(String jobId, OffsetDateTime createdDateTime, OffsetDateTime lastUpdateDateTime,
+ JobState status, String displayName, OffsetDateTime expirationDateTime) {
+ this.jobId = jobId;
+ this.createdDateTime = createdDateTime;
+ this.displayName = displayName;
+ this.expirationDateTime = expirationDateTime;
+ this.lastUpdateDateTime = lastUpdateDateTime;
+ this.status = status;
+ }
+
+ /**
+ * Get the jobId property: The jobId property.
+ *
+ * @return the jobId value.
+ */
+ public String getJobId() {
+ return this.jobId;
+ }
+
+ /**
+ * Get the createdDateTime property: The createdDateTime property.
+ *
+ * @return the createdDateTime value.
+ */
+ public OffsetDateTime getCreatedDateTime() {
+ return this.createdDateTime;
+ }
+
+ /**
+ * Get the displayName property: The displayName property.
+ *
+ * @return the displayName value.
+ */
+ public String getDisplayName() {
+ return this.displayName;
+ }
+
+ /**
+ * Get the expirationDateTime property: The expirationDateTime property.
+ *
+ * @return the expirationDateTime value.
+ */
+ public OffsetDateTime getExpirationDateTime() {
+ return this.expirationDateTime;
+ }
+
+ /**
+ * Get the lastUpdateDateTime property: The lastUpdateDateTime property.
+ *
+ * @return the lastUpdateDateTime value.
+ */
+ public OffsetDateTime getLastUpdateDateTime() {
+ return this.lastUpdateDateTime;
+ }
+
+ /**
+ * Get the status property: The status property.
+ *
+ * @return the status value.
+ */
+ public JobState getStatus() {
+ return this.status;
+ }
+}
diff --git a/sdk/textanalytics/azure-ai-textanalytics/src/main/java/com/azure/ai/textanalytics/models/JobState.java b/sdk/textanalytics/azure-ai-textanalytics/src/main/java/com/azure/ai/textanalytics/models/JobState.java
new file mode 100644
index 0000000000000..36ef4e0707254
--- /dev/null
+++ b/sdk/textanalytics/azure-ai-textanalytics/src/main/java/com/azure/ai/textanalytics/models/JobState.java
@@ -0,0 +1,30 @@
+// Copyright (c) Microsoft Corporation. All rights reserved.
+// Licensed under the MIT License.
+
+package com.azure.ai.textanalytics.models;
+
+/**
+ * Operation job's states
+ */
+public enum JobState {
+ /** Enum value notstarted. */
+ NOT_STARTED,
+
+ /** Enum value running. */
+ RUNNING,
+
+ /** Enum value succeeded. */
+ SUCCEEDED,
+
+ /** Enum value failed. */
+ FAILED,
+
+ /** Enum value cancelled. */
+ CANCELLED,
+
+ /** Enum value cancelling. */
+ CANCELLING,
+
+ /** Enum value partiallycompleted. */
+ PARTIALLY_COMPLETED;
+}
diff --git a/sdk/textanalytics/azure-ai-textanalytics/src/main/java/com/azure/ai/textanalytics/models/RecognizeHealthcareEntitiesResult.java b/sdk/textanalytics/azure-ai-textanalytics/src/main/java/com/azure/ai/textanalytics/models/RecognizeHealthcareEntitiesResult.java
new file mode 100644
index 0000000000000..6289fcaab4ec1
--- /dev/null
+++ b/sdk/textanalytics/azure-ai-textanalytics/src/main/java/com/azure/ai/textanalytics/models/RecognizeHealthcareEntitiesResult.java
@@ -0,0 +1,54 @@
+// Copyright (c) Microsoft Corporation. All rights reserved.
+// Licensed under the MIT License.
+
+package com.azure.ai.textanalytics.models;
+
+import com.azure.ai.textanalytics.implementation.RecognizeHealthcareEntitiesResultPropertiesHelper;
+import com.azure.core.util.IterableStream;
+
+/**
+ * The {@link RecognizeHealthcareEntitiesResult} model.
+ */
+public final class RecognizeHealthcareEntitiesResult extends TextAnalyticsResult {
+ private HealthcareEntityCollection healthcareEntityCollection;
+
+ static {
+ RecognizeHealthcareEntitiesResultPropertiesHelper.setAccessor(
+ RecognizeHealthcareEntitiesResult::setEntities);
+ }
+
+ /**
+ * Creates a {@link RecognizeHealthcareEntitiesResult} model that describes recognized healthcare entities result.
+ *
+ * @param id Unique, non-empty document identifier.
+ * @param textDocumentStatistics The text document statistics.
+ * @param error The document error.
+ */
+ public RecognizeHealthcareEntitiesResult(String id, TextDocumentStatistics textDocumentStatistics,
+ TextAnalyticsError error) {
+ super(id, textDocumentStatistics, error);
+ }
+
+ /**
+ * Get an {@link IterableStream} of {@link HealthcareEntity}.
+ *
+ * @return An {@link IterableStream} of {@link HealthcareEntity}.
+ *
+ * @throws TextAnalyticsException if result has {@code isError} equals to true and when a non-error property
+ * was accessed.
+ */
+ public HealthcareEntityCollection getEntities() {
+ throwExceptionIfError();
+ return healthcareEntityCollection;
+ }
+
+ /**
+ * The private setter to set the healthcareEntityCollection property
+ * via {@link RecognizeHealthcareEntitiesResultPropertiesHelper.RecognizeHealthcareEntitiesResultAccessor}.
+ *
+ * @param healthcareEntityCollection the {@link HealthcareEntityCollection}.
+ */
+ private void setEntities(HealthcareEntityCollection healthcareEntityCollection) {
+ this.healthcareEntityCollection = healthcareEntityCollection;
+ }
+}
diff --git a/sdk/textanalytics/azure-ai-textanalytics/src/main/java/com/azure/ai/textanalytics/models/RecognizeHealthcareEntityOptions.java b/sdk/textanalytics/azure-ai-textanalytics/src/main/java/com/azure/ai/textanalytics/models/RecognizeHealthcareEntityOptions.java
new file mode 100644
index 0000000000000..50be00e53b601
--- /dev/null
+++ b/sdk/textanalytics/azure-ai-textanalytics/src/main/java/com/azure/ai/textanalytics/models/RecognizeHealthcareEntityOptions.java
@@ -0,0 +1,40 @@
+// Copyright (c) Microsoft Corporation. All rights reserved.
+// Licensed under the MIT License.
+
+package com.azure.ai.textanalytics.models;
+
+import com.azure.core.annotation.Fluent;
+
+/**
+ * The {@link RecognizePiiEntityOptions} model.
+ */
+@Fluent
+public class RecognizeHealthcareEntityOptions extends TextAnalyticsRequestOptions {
+ /**
+ * Set the model version. This value indicates which model will be used for scoring, e.g. "latest", "2019-10-01".
+ * If a model-version is not specified, the API will default to the latest, non-preview version.
+ *
+ * @param modelVersion The model version.
+ *
+ * @return The {@link RecognizeHealthcareEntityOptions} object itself.
+ */
+ @Override
+ public RecognizeHealthcareEntityOptions setModelVersion(String modelVersion) {
+ super.setModelVersion(modelVersion);
+ return this;
+ }
+
+ /**
+ * Set the value of {@code includeStatistics}.
+ *
+ * @param includeStatistics If a boolean value was specified in the request this field will contain
+ * information about the document payload.
+ *
+ * @return the {@link RecognizeHealthcareEntityOptions} object itself.
+ */
+ @Override
+ public RecognizeHealthcareEntityOptions setIncludeStatistics(boolean includeStatistics) {
+ super.setIncludeStatistics(includeStatistics);
+ return this;
+ }
+}
diff --git a/sdk/textanalytics/azure-ai-textanalytics/src/main/java/com/azure/ai/textanalytics/models/TextAnalyticsErrorInformation.java b/sdk/textanalytics/azure-ai-textanalytics/src/main/java/com/azure/ai/textanalytics/models/TextAnalyticsErrorInformation.java
new file mode 100644
index 0000000000000..b5fb2881501df
--- /dev/null
+++ b/sdk/textanalytics/azure-ai-textanalytics/src/main/java/com/azure/ai/textanalytics/models/TextAnalyticsErrorInformation.java
@@ -0,0 +1,75 @@
+// Copyright (c) Microsoft Corporation. All rights reserved.
+// Licensed under the MIT License.
+
+package com.azure.ai.textanalytics.models;
+
+import com.azure.ai.textanalytics.implementation.TextAnalyticsErrorInformationPropertiesHelper;
+
+/**
+ * The TextAnalyticsErrorInformation model
+ */
+public final class TextAnalyticsErrorInformation {
+ /*
+ * The errorCode property.
+ */
+ private TextAnalyticsErrorCode errorCode;
+
+ /*
+ * The message property.
+ */
+ private String message;
+
+ static {
+ TextAnalyticsErrorInformationPropertiesHelper.setAccessor(new
+ TextAnalyticsErrorInformationPropertiesHelper.TextAnalyticsErrorInformationAccessor() {
+ @Override
+ public void setErrorCode(TextAnalyticsErrorInformation textAnalyticsErrorInformation,
+ TextAnalyticsErrorCode errorCode) {
+ textAnalyticsErrorInformation.setErrorCode(errorCode);
+ }
+
+ @Override
+ public void setMessage(TextAnalyticsErrorInformation textAnalyticsErrorInformation, String message) {
+ textAnalyticsErrorInformation.setMessage(message);
+ }
+ });
+ }
+
+ /**
+ * Get the error code property returned by the service.
+ *
+ * @return the error code property returned by the service.
+ */
+ public TextAnalyticsErrorCode getErrorCode() {
+ return this.errorCode;
+ }
+
+ /**
+ * Get the message property returned by the service.
+ *
+ * @return the message property returned by the service.
+ */
+ public String getMessage() {
+ return this.message;
+ }
+
+ /**
+ * The private setter to set the errorCode property
+ * via {@link TextAnalyticsErrorInformationPropertiesHelper.TextAnalyticsErrorInformationAccessor}.
+ *
+ * @param errorCode the error code property returned by the service.
+ */
+ private void setErrorCode(TextAnalyticsErrorCode errorCode) {
+ this.errorCode = errorCode;
+ }
+
+ /**
+ * The private setter to set the message property
+ * via {@link TextAnalyticsErrorInformationPropertiesHelper.TextAnalyticsErrorInformationAccessor}.
+ *
+ * @param message the message property returned by the service.
+ */
+ private void setMessage(String message) {
+ this.message = message;
+ }
+}
diff --git a/sdk/textanalytics/azure-ai-textanalytics/src/main/java/com/azure/ai/textanalytics/models/TextAnalyticsException.java b/sdk/textanalytics/azure-ai-textanalytics/src/main/java/com/azure/ai/textanalytics/models/TextAnalyticsException.java
index c34110f349246..f158e2c15f544 100644
--- a/sdk/textanalytics/azure-ai-textanalytics/src/main/java/com/azure/ai/textanalytics/models/TextAnalyticsException.java
+++ b/sdk/textanalytics/azure-ai-textanalytics/src/main/java/com/azure/ai/textanalytics/models/TextAnalyticsException.java
@@ -3,8 +3,12 @@
package com.azure.ai.textanalytics.models;
+import com.azure.ai.textanalytics.implementation.TextAnalyticsExceptionPropertiesHelper;
import com.azure.core.exception.AzureException;
+import java.util.Collections;
+import java.util.List;
+
/**
* General exception for Text Analytics related failures.
*/
@@ -15,6 +19,12 @@ public class TextAnalyticsException extends AzureException {
private final TextAnalyticsErrorCode errorCode;
private final String target;
+ private List errorInformationList;
+
+ static {
+ TextAnalyticsExceptionPropertiesHelper.setAccessor(TextAnalyticsException::setErrorInformationList);
+ }
+
/**
* Initializes a new instance of the {@link TextAnalyticsException} class.
* @param message Text contains any additional details of the exception.
@@ -56,4 +66,23 @@ public String getTarget() {
public TextAnalyticsErrorCode getErrorCode() {
return errorCode;
}
+
+ /**
+ * Get the error information list fot this exception.
+ *
+ * @return the unmodifiable error information list for this exception.
+ */
+ public List getErrorInformationList() {
+ return Collections.unmodifiableList(this.errorInformationList);
+ }
+
+ /**
+ * The private setter to set the errors property
+ * via {@link TextAnalyticsExceptionPropertiesHelper.TextAnalyticsExceptionAccessor}.
+ *
+ * @param errorInformationList the list of {@link TextAnalyticsErrorInformation}
+ */
+ private void setErrorInformationList(List errorInformationList) {
+ this.errorInformationList = errorInformationList;
+ }
}
diff --git a/sdk/textanalytics/azure-ai-textanalytics/src/main/java/com/azure/ai/textanalytics/models/TextAnalyticsOperationResult.java b/sdk/textanalytics/azure-ai-textanalytics/src/main/java/com/azure/ai/textanalytics/models/TextAnalyticsOperationResult.java
new file mode 100644
index 0000000000000..fd143901696a7
--- /dev/null
+++ b/sdk/textanalytics/azure-ai-textanalytics/src/main/java/com/azure/ai/textanalytics/models/TextAnalyticsOperationResult.java
@@ -0,0 +1,31 @@
+// Copyright (c) Microsoft Corporation. All rights reserved.
+// Licensed under the MIT License.
+
+package com.azure.ai.textanalytics.models;
+
+import com.azure.ai.textanalytics.implementation.TextAnalyticsOperationResultPropertiesHelper;
+
+/**
+ * The TextAnalyticsOperationResult model.
+ */
+public final class TextAnalyticsOperationResult {
+ private String resultId;
+
+ static {
+ TextAnalyticsOperationResultPropertiesHelper.setAccessor(
+ TextAnalyticsOperationResult::setResultId);
+ }
+
+ /**
+ * Gets the resultId property of the TextAnalyticsOperationResult.
+ *
+ * @return the resultId property of the TextAnalyticsOperationResult.
+ */
+ public String getResultId() {
+ return resultId;
+ }
+
+ private void setResultId(String resultId) {
+ this.resultId = resultId;
+ }
+}
diff --git a/sdk/textanalytics/azure-ai-textanalytics/src/main/java/com/azure/ai/textanalytics/util/RecognizeHealthcareEntitiesResultCollection.java b/sdk/textanalytics/azure-ai-textanalytics/src/main/java/com/azure/ai/textanalytics/util/RecognizeHealthcareEntitiesResultCollection.java
new file mode 100644
index 0000000000000..3a76c7174e042
--- /dev/null
+++ b/sdk/textanalytics/azure-ai-textanalytics/src/main/java/com/azure/ai/textanalytics/util/RecognizeHealthcareEntitiesResultCollection.java
@@ -0,0 +1,75 @@
+// Copyright (c) Microsoft Corporation. All rights reserved.
+// Licensed under the MIT License.
+
+package com.azure.ai.textanalytics.util;
+
+import com.azure.ai.textanalytics.implementation.RecognizeHealthcareEntitiesResultCollectionPropertiesHelper;
+import com.azure.ai.textanalytics.models.RecognizeHealthcareEntitiesResult;
+import com.azure.ai.textanalytics.models.TextDocumentBatchStatistics;
+import com.azure.core.util.IterableStream;
+
+/**
+ * A collection model that contains a list of {@link RecognizeHealthcareEntitiesResult} along with model version and
+ * batch's statistics.
+ */
+public final class RecognizeHealthcareEntitiesResultCollection
+ extends IterableStream {
+ private String modelVersion;
+ private TextDocumentBatchStatistics statistics;
+
+ static {
+ RecognizeHealthcareEntitiesResultCollectionPropertiesHelper.setAccessor(
+ new RecognizeHealthcareEntitiesResultCollectionPropertiesHelper
+ .RecognizeHealthcareEntitiesResultCollectionAccessor() {
+ @Override
+ public void setModelVersion(
+ RecognizeHealthcareEntitiesResultCollection healthcareEntitiesResultCollection,
+ String modelVersion) {
+ healthcareEntitiesResultCollection.setModelVersion(modelVersion);
+ }
+
+ @Override
+ public void setStatistics(
+ RecognizeHealthcareEntitiesResultCollection healthcareEntitiesResultCollection,
+ TextDocumentBatchStatistics statistics) {
+ healthcareEntitiesResultCollection.setStatistics(statistics);
+ }
+ });
+ }
+
+ /**
+ * Create a {@link RecognizeHealthcareEntitiesResultCollection} model that maintains a list of
+ * {@link RecognizeHealthcareEntitiesResult} along with model version and batch's statistics.
+ *
+ * @param documentResults A list of {@link RecognizeHealthcareEntitiesResult}.
+ */
+ public RecognizeHealthcareEntitiesResultCollection(Iterable documentResults) {
+ super(documentResults);
+ }
+
+ /**
+ * Get the model version trained in service for the request.
+ *
+ * @return The model version trained in service for the request.
+ */
+ public String getModelVersion() {
+ return modelVersion;
+ }
+
+ /**
+ * Get the batch statistics of response.
+ *
+ * @return The batch statistics of response.
+ */
+ public TextDocumentBatchStatistics getStatistics() {
+ return statistics;
+ }
+
+ private void setModelVersion(String modelVersion) {
+ this.modelVersion = modelVersion;
+ }
+
+ private void setStatistics(TextDocumentBatchStatistics statistics) {
+ this.statistics = statistics;
+ }
+}
diff --git a/sdk/textanalytics/azure-ai-textanalytics/src/samples/java/com/azure/ai/textanalytics/TextAnalyticsAsyncClientJavaDocCodeSnippets.java b/sdk/textanalytics/azure-ai-textanalytics/src/samples/java/com/azure/ai/textanalytics/TextAnalyticsAsyncClientJavaDocCodeSnippets.java
index 5dc10185aaa58..348323f8f70b9 100644
--- a/sdk/textanalytics/azure-ai-textanalytics/src/samples/java/com/azure/ai/textanalytics/TextAnalyticsAsyncClientJavaDocCodeSnippets.java
+++ b/sdk/textanalytics/azure-ai-textanalytics/src/samples/java/com/azure/ai/textanalytics/TextAnalyticsAsyncClientJavaDocCodeSnippets.java
@@ -10,9 +10,11 @@
import com.azure.ai.textanalytics.models.DetectedLanguage;
import com.azure.ai.textanalytics.models.DocumentSentiment;
import com.azure.ai.textanalytics.models.ExtractKeyPhraseResult;
+import com.azure.ai.textanalytics.models.HealthcareEntityCollection;
import com.azure.ai.textanalytics.models.OpinionSentiment;
import com.azure.ai.textanalytics.models.PiiEntityCollection;
import com.azure.ai.textanalytics.models.PiiEntityDomainType;
+import com.azure.ai.textanalytics.models.RecognizeHealthcareEntityOptions;
import com.azure.ai.textanalytics.models.RecognizePiiEntityOptions;
import com.azure.ai.textanalytics.models.SentenceSentiment;
import com.azure.ai.textanalytics.models.TextAnalyticsRequestOptions;
@@ -22,12 +24,17 @@
import com.azure.ai.textanalytics.util.DetectLanguageResultCollection;
import com.azure.ai.textanalytics.util.ExtractKeyPhrasesResultCollection;
import com.azure.ai.textanalytics.util.RecognizeEntitiesResultCollection;
+import com.azure.ai.textanalytics.util.RecognizeHealthcareEntitiesResultCollection;
import com.azure.ai.textanalytics.util.RecognizeLinkedEntitiesResultCollection;
import com.azure.ai.textanalytics.util.RecognizePiiEntitiesResultCollection;
import com.azure.core.credential.AzureKeyCredential;
+import com.azure.core.util.polling.AsyncPollResponse;
+import java.util.ArrayList;
import java.util.Arrays;
import java.util.List;
+import java.util.UUID;
+import java.util.concurrent.atomic.AtomicInteger;
/**
* Code snippet for {@link TextAnalyticsAsyncClient}
@@ -784,4 +791,86 @@ public void analyzeBatchSentimentMaxOverloadWithOpinionMining() {
});
// END: com.azure.ai.textanalytics.TextAnalyticsAsyncClient.analyzeSentimentBatch#Iterable-AnalyzeSentimentOptions
}
+
+ // Healthcare
+ /**
+ * Code snippet for {@link TextAnalyticsAsyncClient#beginAnalyzeHealthcare(Iterable, RecognizeHealthcareEntityOptions)}
+ */
+ public void analyzeHealthcareMaxOverload() {
+ // BEGIN: com.azure.ai.textanalytics.TextAnalyticsAsyncClient.beginAnalyzeHealthcare#Iterable-RecognizeHealthcareEntityOptions
+ List documents = new ArrayList<>();
+ for (int i = 0; i < 3; i++) {
+ documents.add(new TextDocumentInput(Integer.toString(i),
+ "The patient is a 54-year-old gentleman with a history of progressive angina "
+ + "over the past several months."));
+ }
+
+ // Request options: show statistics and model version
+ RecognizeHealthcareEntityOptions options = new RecognizeHealthcareEntityOptions()
+ .setIncludeStatistics(true);
+
+ textAnalyticsAsyncClient.beginAnalyzeHealthcare(documents, options)
+ .flatMap(AsyncPollResponse::getFinalResult)
+ .subscribe(healthcareTaskResultPagedFlux -> {
+ healthcareTaskResultPagedFlux.subscribe(
+ healthcareTaskResult -> {
+ System.out.printf("Job display name: %s, job ID: %s.%n", healthcareTaskResult.getDisplayName(),
+ healthcareTaskResult.getJobId());
+
+ RecognizeHealthcareEntitiesResultCollection healthcareEntitiesResultCollection =
+ healthcareTaskResult.getResult();
+ // Model version
+ System.out.printf("Results of Azure Text Analytics \"Analyze Healthcare\" Model, version: %s%n",
+ healthcareEntitiesResultCollection.getModelVersion());
+
+ // Batch statistics
+ TextDocumentBatchStatistics batchStatistics =
+ healthcareEntitiesResultCollection.getStatistics();
+ System.out.printf("Documents statistics: document count = %s, erroneous document count = %s,"
+ + " transaction count = %s, valid document count = %s.%n",
+ batchStatistics.getDocumentCount(), batchStatistics.getInvalidDocumentCount(),
+ batchStatistics.getTransactionCount(), batchStatistics.getValidDocumentCount());
+
+ healthcareEntitiesResultCollection.forEach(healthcareEntitiesResult -> {
+ System.out.println("document id = " + healthcareEntitiesResult.getId());
+ System.out.println("Document entities: ");
+ HealthcareEntityCollection healthcareEntities = healthcareEntitiesResult.getEntities();
+ AtomicInteger ct = new AtomicInteger();
+ healthcareEntities.forEach(healthcareEntity -> {
+ System.out.printf(
+ "\ti = %d, Text: %s, category: %s, subcategory: %s, confidence score: %f.%n",
+ ct.getAndIncrement(),
+ healthcareEntity.getText(), healthcareEntity.getCategory(),
+ healthcareEntity.getSubcategory(), healthcareEntity.getConfidenceScore());
+ });
+
+ healthcareEntities.getEntityRelations().forEach(
+ healthcareEntityRelation ->
+ System.out.printf(
+ "Is bidirectional: %s, target: %s, source: %s, relation type: %s.%n",
+ healthcareEntityRelation.isBidirectional(),
+ healthcareEntityRelation.getTargetLink(),
+ healthcareEntityRelation.getSourceLink(),
+ healthcareEntityRelation.getRelationType()));
+ });
+ }
+ );
+ });
+ // END: com.azure.ai.textanalytics.TextAnalyticsAsyncClient.beginAnalyzeHealthcare#Iterable-RecognizeHealthcareEntityOptions
+ }
+
+ // Healthcare - Cancellation
+ /**
+ * Code snippet for {@link TextAnalyticsAsyncClient#beginCancelAnalyzeHealthcare(UUID)}
+ */
+ public void cancelAnalyzeHealthcareMaxOverload() {
+ // BEGIN: com.azure.ai.textanalytics.TextAnalyticsAsyncClient.beginCancelAnalyzeHealthcare#UUID
+ textAnalyticsAsyncClient.beginCancelAnalyzeHealthcare(UUID.fromString("{job_id_to_cancel}"))
+ .map(response -> {
+ System.out.println(response.getStatus());
+ return response;
+ })
+ .subscribe(dummyVar -> System.out.println("Job is successfully cancelled."));
+ // END: com.azure.ai.textanalytics.TextAnalyticsAsyncClient.beginCancelAnalyzeHealthcare#UUID
+ }
}
diff --git a/sdk/textanalytics/azure-ai-textanalytics/src/samples/java/com/azure/ai/textanalytics/TextAnalyticsClientJavaDocCodeSnippets.java b/sdk/textanalytics/azure-ai-textanalytics/src/samples/java/com/azure/ai/textanalytics/TextAnalyticsClientJavaDocCodeSnippets.java
index b9e562f69a794..0d6b3a3e94a76 100644
--- a/sdk/textanalytics/azure-ai-textanalytics/src/samples/java/com/azure/ai/textanalytics/TextAnalyticsClientJavaDocCodeSnippets.java
+++ b/sdk/textanalytics/azure-ai-textanalytics/src/samples/java/com/azure/ai/textanalytics/TextAnalyticsClientJavaDocCodeSnippets.java
@@ -10,12 +10,17 @@
import com.azure.ai.textanalytics.models.DetectLanguageInput;
import com.azure.ai.textanalytics.models.DetectedLanguage;
import com.azure.ai.textanalytics.models.DocumentSentiment;
+import com.azure.ai.textanalytics.models.HealthcareEntityCollection;
+import com.azure.ai.textanalytics.models.HealthcareEntityLink;
+import com.azure.ai.textanalytics.models.HealthcareTaskResult;
import com.azure.ai.textanalytics.models.OpinionSentiment;
import com.azure.ai.textanalytics.models.PiiEntity;
import com.azure.ai.textanalytics.models.PiiEntityCollection;
import com.azure.ai.textanalytics.models.PiiEntityDomainType;
+import com.azure.ai.textanalytics.models.RecognizeHealthcareEntityOptions;
import com.azure.ai.textanalytics.models.RecognizePiiEntityOptions;
import com.azure.ai.textanalytics.models.SentenceSentiment;
+import com.azure.ai.textanalytics.models.TextAnalyticsOperationResult;
import com.azure.ai.textanalytics.models.TextAnalyticsRequestOptions;
import com.azure.ai.textanalytics.models.TextDocumentBatchStatistics;
import com.azure.ai.textanalytics.models.TextDocumentInput;
@@ -23,16 +28,23 @@
import com.azure.ai.textanalytics.util.DetectLanguageResultCollection;
import com.azure.ai.textanalytics.util.ExtractKeyPhrasesResultCollection;
import com.azure.ai.textanalytics.util.RecognizeEntitiesResultCollection;
+import com.azure.ai.textanalytics.util.RecognizeHealthcareEntitiesResultCollection;
import com.azure.ai.textanalytics.util.RecognizeLinkedEntitiesResultCollection;
import com.azure.ai.textanalytics.util.RecognizePiiEntitiesResultCollection;
import com.azure.core.credential.AzureKeyCredential;
import com.azure.core.http.HttpPipeline;
import com.azure.core.http.HttpPipelineBuilder;
+import com.azure.core.http.rest.PagedIterable;
import com.azure.core.http.rest.Response;
import com.azure.core.util.Context;
+import com.azure.core.util.polling.PollResponse;
+import com.azure.core.util.polling.SyncPoller;
+import java.util.ArrayList;
import java.util.Arrays;
import java.util.List;
+import java.util.UUID;
+import java.util.concurrent.atomic.AtomicInteger;
/**
* Code snippets for {@link TextAnalyticsClient} and {@link TextAnalyticsClientBuilder}
@@ -805,4 +817,91 @@ public void analyzeBatchSentimentMaxOverloadWithOpinionMining() {
});
// END: com.azure.ai.textanalytics.TextAnalyticsClient.analyzeSentimentBatch#Iterable-AnalyzeSentimentOptions-Context
}
+
+ // Healthcare
+ /**
+ * Code snippet for {@link TextAnalyticsClient#beginAnalyzeHealthcare(Iterable, RecognizeHealthcareEntityOptions, Context)}
+ */
+ public void analyzeHealthcareMaxOverload() {
+ // BEGIN: com.azure.ai.textanalytics.TextAnalyticsClient.beginAnalyzeHealthcare#Iterable-RecognizeHealthcareEntityOptions-Context
+ List documents = new ArrayList<>();
+ for (int i = 0; i < 3; i++) {
+ documents.add(new TextDocumentInput(Integer.toString(i),
+ "The patient is a 54-year-old gentleman with a history of progressive angina over "
+ + "the past several months."));
+ }
+
+ // Request options: show statistics and model version
+ RecognizeHealthcareEntityOptions options = new RecognizeHealthcareEntityOptions()
+ .setIncludeStatistics(true);
+
+ SyncPoller> syncPoller =
+ textAnalyticsClient.beginAnalyzeHealthcare(documents, options, Context.NONE);
+
+ syncPoller.waitForCompletion();
+ PagedIterable healthcareResultIterable = syncPoller.getFinalResult();
+
+ healthcareResultIterable.forEach(healthcareTaskResult -> {
+ System.out.printf("Job display name: %s, job ID: %s.%n", healthcareTaskResult.getDisplayName(),
+ healthcareTaskResult.getJobId());
+ RecognizeHealthcareEntitiesResultCollection healthcareEntitiesResultCollection =
+ healthcareTaskResult.getResult();
+
+ // Model version
+ System.out.printf("Results of Azure Text Analytics \"Analyze Healthcare\" Model, version: %s%n",
+ healthcareEntitiesResultCollection.getModelVersion());
+
+ // Batch statistics
+ TextDocumentBatchStatistics batchStatistics = healthcareEntitiesResultCollection.getStatistics();
+ System.out.printf("Documents statistics: document count = %s, erroneous document count = %s,"
+ + " transaction count = %s, valid document count = %s.%n",
+ batchStatistics.getDocumentCount(), batchStatistics.getInvalidDocumentCount(),
+ batchStatistics.getTransactionCount(), batchStatistics.getValidDocumentCount());
+
+ healthcareEntitiesResultCollection.forEach(healthcareEntitiesResult -> {
+ System.out.println("document id = " + healthcareEntitiesResult.getId());
+ System.out.println("Document entities: ");
+ HealthcareEntityCollection healthcareEntities = healthcareEntitiesResult.getEntities();
+ AtomicInteger ct = new AtomicInteger();
+ healthcareEntities.forEach(healthcareEntity -> {
+ System.out.printf("\ti = %d, Text: %s, category: %s, subcategory: %s, confidence score: %f.%n",
+ ct.getAndIncrement(),
+ healthcareEntity.getText(), healthcareEntity.getCategory(), healthcareEntity.getSubcategory(),
+ healthcareEntity.getConfidenceScore());
+
+ List links = healthcareEntity.getDataSourceEntityLinks();
+ if (links != null) {
+ links.forEach(healthcareEntityLink -> {
+ System.out.printf("\t\tHealthcare data source ID: %s, data source: %s.%n",
+ healthcareEntityLink.getDataSourceId(),
+ healthcareEntityLink.getDataSource());
+ });
+ }
+ });
+
+ healthcareEntities.getEntityRelations().forEach(
+ healthcareEntityRelation ->
+ System.out.printf("Is bidirectional: %s, target: %s, source: %s, relation type: %s.%n",
+ healthcareEntityRelation.isBidirectional(),
+ healthcareEntityRelation.getTargetLink(),
+ healthcareEntityRelation.getSourceLink(),
+ healthcareEntityRelation.getRelationType()));
+ });
+ });
+ // END: com.azure.ai.textanalytics.TextAnalyticsClient.beginAnalyzeHealthcare#Iterable-RecognizeHealthcareEntityOptions-Context
+ }
+
+ // Healthcare - Cancellation
+ /**
+ * Code snippet for {@link TextAnalyticsClient#beginCancelAnalyzeHealthcare(UUID, Context)}
+ */
+ public void cancelAnalyzeHealthcareMaxOverload() {
+ // BEGIN: com.azure.ai.textanalytics.TextAnalyticsClient.beginCancelAnalyzeHealthcare#UUID-Context
+ final SyncPoller textAnalyticsOperationResultVoidSyncPoller
+ = textAnalyticsClient.beginCancelAnalyzeHealthcare(UUID.fromString("{job_id_to_cancel}"), Context.NONE);
+
+ final PollResponse poll = textAnalyticsOperationResultVoidSyncPoller.poll();
+ System.out.printf("Task status: %s.%n", poll.getStatus());
+ // END: com.azure.ai.textanalytics.TextAnalyticsClient.beginCancelAnalyzeHealthcare#UUID-Context
+ }
}
diff --git a/sdk/textanalytics/azure-ai-textanalytics/src/samples/java/com/azure/ai/textanalytics/lro/AnalyzeHealthcareTask.java b/sdk/textanalytics/azure-ai-textanalytics/src/samples/java/com/azure/ai/textanalytics/lro/AnalyzeHealthcareTask.java
new file mode 100644
index 0000000000000..33a764d47e8b8
--- /dev/null
+++ b/sdk/textanalytics/azure-ai-textanalytics/src/samples/java/com/azure/ai/textanalytics/lro/AnalyzeHealthcareTask.java
@@ -0,0 +1,104 @@
+// Copyright (c) Microsoft Corporation. All rights reserved.
+// Licensed under the MIT License.
+
+package com.azure.ai.textanalytics.lro;
+
+import com.azure.ai.textanalytics.TextAnalyticsClient;
+import com.azure.ai.textanalytics.TextAnalyticsClientBuilder;
+import com.azure.ai.textanalytics.models.HealthcareEntityCollection;
+import com.azure.ai.textanalytics.models.HealthcareEntityLink;
+import com.azure.ai.textanalytics.models.HealthcareTaskResult;
+import com.azure.ai.textanalytics.models.RecognizeHealthcareEntityOptions;
+import com.azure.ai.textanalytics.models.TextAnalyticsOperationResult;
+import com.azure.ai.textanalytics.models.TextDocumentBatchStatistics;
+import com.azure.ai.textanalytics.models.TextDocumentInput;
+import com.azure.ai.textanalytics.util.RecognizeHealthcareEntitiesResultCollection;
+import com.azure.core.credential.AzureKeyCredential;
+import com.azure.core.http.rest.PagedIterable;
+import com.azure.core.util.Context;
+import com.azure.core.util.polling.SyncPoller;
+
+import java.util.ArrayList;
+import java.util.List;
+import java.util.concurrent.atomic.AtomicInteger;
+
+/**
+ * Sample demonstrates how to analyze a healthcare task.
+ */
+public class AnalyzeHealthcareTask {
+ /**
+ * Main method to invoke this demo about how to begin recognizing the healthcare long-running operation.
+ *
+ * @param args Unused arguments to the program.
+ */
+ public static void main(String[] args) {
+ TextAnalyticsClient client =
+ new TextAnalyticsClientBuilder()
+ .credential(new AzureKeyCredential("{key}"))
+ .endpoint("{endpoint}")
+ .buildClient();
+
+ List documents = new ArrayList<>();
+ for (int i = 0; i < 3; i++) {
+ documents.add(new TextDocumentInput(Integer.toString(i),
+ "The patient is a 54-year-old gentleman with a history of progressive angina over the past several months. "
+ ));
+ }
+
+ // Request options: show statistics and model version
+ RecognizeHealthcareEntityOptions options = new RecognizeHealthcareEntityOptions()
+ .setIncludeStatistics(true);
+
+ SyncPoller> syncPoller =
+ client.beginAnalyzeHealthcare(documents, options, Context.NONE);
+
+ syncPoller.waitForCompletion();
+ PagedIterable healthcareResultIterable = syncPoller.getFinalResult();
+
+ healthcareResultIterable.forEach(healthcareTaskResult -> {
+ System.out.printf("Job display name: %s, job ID: %s.%n", healthcareTaskResult.getDisplayName(),
+ healthcareTaskResult.getJobId());
+ RecognizeHealthcareEntitiesResultCollection healthcareEntitiesResultCollection = healthcareTaskResult.getResult();
+
+ // Model version
+ System.out.printf("Results of Azure Text Analytics \"Analyze Healthcare\" Model, version: %s%n",
+ healthcareEntitiesResultCollection.getModelVersion());
+
+ // Batch statistics
+ TextDocumentBatchStatistics batchStatistics = healthcareEntitiesResultCollection.getStatistics();
+ System.out.printf("Documents statistics: document count = %s, erroneous document count = %s, transaction count = %s, valid document count = %s.%n",
+ batchStatistics.getDocumentCount(), batchStatistics.getInvalidDocumentCount(),
+ batchStatistics.getTransactionCount(), batchStatistics.getValidDocumentCount());
+
+ healthcareEntitiesResultCollection.forEach(healthcareEntitiesResult -> {
+ System.out.println("Document id = " + healthcareEntitiesResult.getId());
+ System.out.println("Document entities: ");
+ HealthcareEntityCollection healthcareEntities = healthcareEntitiesResult.getEntities();
+ AtomicInteger ct = new AtomicInteger();
+ healthcareEntities.forEach(healthcareEntity -> {
+ System.out.printf("\ti = %d, Text: %s, category: %s, subcategory: %s, confidence score: %f.%n",
+ ct.getAndIncrement(),
+ healthcareEntity.getText(), healthcareEntity.getCategory(), healthcareEntity.getSubcategory(),
+ healthcareEntity.getConfidenceScore());
+
+ List links = healthcareEntity.getDataSourceEntityLinks();
+ if (links != null) {
+ links.forEach(healthcareEntityLink -> {
+ System.out.printf("\t\tHealthcare data source ID: %s, data source: %s.%n",
+ healthcareEntityLink.getDataSourceId(),
+ healthcareEntityLink.getDataSource());
+ });
+ }
+ });
+
+ healthcareEntities.getEntityRelations().forEach(
+ healthcareEntityRelation ->
+ System.out.printf("Is bidirectional: %s, target: %s, source: %s, relation type: %s.%n",
+ healthcareEntityRelation.isBidirectional(),
+ healthcareEntityRelation.getTargetLink(),
+ healthcareEntityRelation.getSourceLink(),
+ healthcareEntityRelation.getRelationType()));
+ });
+ });
+ }
+}
diff --git a/sdk/textanalytics/azure-ai-textanalytics/src/samples/java/com/azure/ai/textanalytics/lro/AnalyzeHealthcareTaskAsync.java b/sdk/textanalytics/azure-ai-textanalytics/src/samples/java/com/azure/ai/textanalytics/lro/AnalyzeHealthcareTaskAsync.java
new file mode 100644
index 0000000000000..36dc6fef8bf99
--- /dev/null
+++ b/sdk/textanalytics/azure-ai-textanalytics/src/samples/java/com/azure/ai/textanalytics/lro/AnalyzeHealthcareTaskAsync.java
@@ -0,0 +1,100 @@
+// Copyright (c) Microsoft Corporation. All rights reserved.
+// Licensed under the MIT License.
+
+package com.azure.ai.textanalytics.lro;
+
+import com.azure.ai.textanalytics.TextAnalyticsAsyncClient;
+import com.azure.ai.textanalytics.TextAnalyticsClientBuilder;
+import com.azure.ai.textanalytics.models.HealthcareEntityCollection;
+import com.azure.ai.textanalytics.models.RecognizeHealthcareEntityOptions;
+import com.azure.ai.textanalytics.models.TextDocumentBatchStatistics;
+import com.azure.ai.textanalytics.models.TextDocumentInput;
+import com.azure.ai.textanalytics.util.RecognizeHealthcareEntitiesResultCollection;
+import com.azure.core.credential.AzureKeyCredential;
+import com.azure.core.util.polling.AsyncPollResponse;
+
+import java.util.ArrayList;
+import java.util.List;
+import java.util.concurrent.TimeUnit;
+import java.util.concurrent.atomic.AtomicInteger;
+
+/**
+ * Sample demonstrates how to asynchronously analyze a healthcare task.
+ */
+public class AnalyzeHealthcareTaskAsync {
+ /**
+ * Main method to invoke this demo about how to begin recognizing the healthcare long-running operation.
+ *
+ * @param args Unused arguments to the program.
+ */
+ public static void main(String[] args) {
+ TextAnalyticsAsyncClient client =
+ new TextAnalyticsClientBuilder()
+ .credential(new AzureKeyCredential("{key}"))
+ .endpoint("{endpoint}")
+ .buildAsyncClient();
+
+ List documents = new ArrayList<>();
+ for (int i = 0; i < 3; i++) {
+ documents.add(new TextDocumentInput(Integer.toString(i),
+ "The patient is a 54-year-old gentleman with a history of progressive angina over the past several months."));
+ }
+
+ // Request options: show statistics and model version
+ RecognizeHealthcareEntityOptions options = new RecognizeHealthcareEntityOptions()
+ .setIncludeStatistics(true);
+
+ client.beginAnalyzeHealthcare(documents, options)
+ .flatMap(AsyncPollResponse::getFinalResult)
+ .subscribe(healthcareTaskResultPagedFlux -> {
+ healthcareTaskResultPagedFlux.subscribe(
+ healthcareTaskResult -> {
+ System.out.printf("Job display name: %s, job ID: %s.%n", healthcareTaskResult.getDisplayName(),
+ healthcareTaskResult.getJobId());
+
+ RecognizeHealthcareEntitiesResultCollection healthcareEntitiesResultCollection = healthcareTaskResult.getResult();
+ // Model version
+ System.out.printf("Results of Azure Text Analytics \"Analyze Healthcare\" Model, version: %s%n",
+ healthcareEntitiesResultCollection.getModelVersion());
+
+ // Batch statistics
+ TextDocumentBatchStatistics batchStatistics = healthcareEntitiesResultCollection.getStatistics();
+ System.out.printf("Documents statistics: document count = %s, erroneous document count = %s, transaction count = %s, valid document count = %s.%n",
+ batchStatistics.getDocumentCount(), batchStatistics.getInvalidDocumentCount(),
+ batchStatistics.getTransactionCount(), batchStatistics.getValidDocumentCount());
+
+ healthcareEntitiesResultCollection.forEach(healthcareEntitiesResult -> {
+ System.out.println("document id = " + healthcareEntitiesResult.getId());
+ System.out.println("Document entities: ");
+ HealthcareEntityCollection healthcareEntities = healthcareEntitiesResult.getEntities();
+ AtomicInteger ct = new AtomicInteger();
+ healthcareEntities.forEach(healthcareEntity -> {
+ System.out.printf("\ti = %d, Text: %s, category: %s, subcategory: %s, confidence score: %f.%n",
+ ct.getAndIncrement(),
+ healthcareEntity.getText(), healthcareEntity.getCategory(), healthcareEntity.getSubcategory(),
+ healthcareEntity.getConfidenceScore());
+ });
+
+ healthcareEntities.getEntityRelations().forEach(
+ healthcareEntityRelation ->
+ System.out.printf("Is bidirectional: %s, target: %s, source: %s, relation type: %s.%n",
+ healthcareEntityRelation.isBidirectional(),
+ healthcareEntityRelation.getTargetLink(),
+ healthcareEntityRelation.getSourceLink(),
+ healthcareEntityRelation.getRelationType()));
+ });
+ }
+ );
+ });
+
+
+ // The .subscribe() creation and assignment is not a blocking call. For the purpose of this example, we sleep
+ // the thread so the program does not end before the send operation is complete. Using .block() instead of
+ // .subscribe() will turn this into a synchronous call.
+ try {
+ TimeUnit.MINUTES.sleep(20);
+ } catch (InterruptedException e) {
+ e.printStackTrace();
+ }
+ }
+}
diff --git a/sdk/textanalytics/azure-ai-textanalytics/src/samples/java/com/azure/ai/textanalytics/lro/CancelHealthcareJob.java b/sdk/textanalytics/azure-ai-textanalytics/src/samples/java/com/azure/ai/textanalytics/lro/CancelHealthcareJob.java
new file mode 100644
index 0000000000000..f0a7a7f0a55b9
--- /dev/null
+++ b/sdk/textanalytics/azure-ai-textanalytics/src/samples/java/com/azure/ai/textanalytics/lro/CancelHealthcareJob.java
@@ -0,0 +1,70 @@
+// Copyright (c) Microsoft Corporation. All rights reserved.
+// Licensed under the MIT License.
+
+package com.azure.ai.textanalytics.lro;
+
+import com.azure.ai.textanalytics.TextAnalyticsClient;
+import com.azure.ai.textanalytics.TextAnalyticsClientBuilder;
+import com.azure.ai.textanalytics.models.HealthcareTaskResult;
+import com.azure.ai.textanalytics.models.TextAnalyticsOperationResult;
+import com.azure.ai.textanalytics.models.TextDocumentInput;
+import com.azure.core.credential.AzureKeyCredential;
+import com.azure.core.http.rest.PagedIterable;
+import com.azure.core.util.Context;
+import com.azure.core.util.polling.PollResponse;
+import com.azure.core.util.polling.SyncPoller;
+
+import java.util.ArrayList;
+import java.util.List;
+import java.util.UUID;
+
+/**
+ * Sample demonstrates how to cancel a healthcare job.
+ */
+public class CancelHealthcareJob {
+ /**
+ * Main method to invoke this demo about how to cancel the healthcare long-running operation.
+ *
+ * @param args Unused arguments to the program.
+ */
+ public static void main(String[] args) {
+ TextAnalyticsClient client =
+ new TextAnalyticsClientBuilder()
+ .credential(new AzureKeyCredential("{key}"))
+ .endpoint("{endpoint}")
+ .buildClient();
+
+ List documents = new ArrayList<>();
+ for (int i = 0; i < 10; i++) {
+ documents.add(new TextDocumentInput(Integer.toString(i),
+ "RECORD #333582770390100 | MH | 85986313 | | 054351 | 2/14/2001 12:00:00 AM | "
+ + "CORONARY ARTERY DISEASE | Signed | DIS | Admission Date: 5/22/2001 "
+ + "Report Status: Signed Discharge Date: 4/24/2001 ADMISSION DIAGNOSIS: "
+ + "CORONARY ARTERY DISEASE. HISTORY OF PRESENT ILLNESS: "
+ + "The patient is a 54-year-old gentleman with a history of progressive angina over the past several months. "
+ + "The patient had a cardiac catheterization in July of this year revealing total occlusion of the RCA and "
+ + "50% left main disease , with a strong family history of coronary artery disease with a brother dying at "
+ + "the age of 52 from a myocardial infarction and another brother who is status post coronary artery bypass grafting. "
+ + "The patient had a stress echocardiogram done on July , 2001 , which showed no wall motion abnormalities ,"
+ + "but this was a difficult study due to body habitus. The patient went for six minutes with minimal ST depressions "
+ + "in the anterior lateral leads , thought due to fatigue and wrist pain , his anginal equivalent. Due to the patient's "
+ + "increased symptoms and family history and history left main disease with total occasional of his RCA was referred "
+ + "for revascularization with open heart surgery."));
+ }
+
+ SyncPoller> syncPoller =
+ client.beginAnalyzeHealthcare(documents, null, Context.NONE);
+
+ PollResponse pollResponse = syncPoller.poll();
+
+ System.out.printf("The Job ID that is cancelling is %s.%n", pollResponse.getValue().getResultId());
+
+ final SyncPoller textAnalyticsOperationResultVoidSyncPoller
+ = client.beginCancelAnalyzeHealthcare(UUID.fromString(pollResponse.getValue().getResultId()), Context.NONE);
+
+ final PollResponse poll = textAnalyticsOperationResultVoidSyncPoller.poll();
+ System.out.printf("Task status: %s.%n", poll.getStatus());
+
+ syncPoller.waitForCompletion();
+ }
+}
diff --git a/sdk/textanalytics/azure-ai-textanalytics/src/samples/java/com/azure/ai/textanalytics/lro/CancelHealthcareJobAsync.java b/sdk/textanalytics/azure-ai-textanalytics/src/samples/java/com/azure/ai/textanalytics/lro/CancelHealthcareJobAsync.java
new file mode 100644
index 0000000000000..cafa3c2e0ddbd
--- /dev/null
+++ b/sdk/textanalytics/azure-ai-textanalytics/src/samples/java/com/azure/ai/textanalytics/lro/CancelHealthcareJobAsync.java
@@ -0,0 +1,81 @@
+// Copyright (c) Microsoft Corporation. All rights reserved.
+// Licensed under the MIT License.
+
+package com.azure.ai.textanalytics.lro;
+
+import com.azure.ai.textanalytics.TextAnalyticsAsyncClient;
+import com.azure.ai.textanalytics.TextAnalyticsClientBuilder;
+import com.azure.ai.textanalytics.models.HealthcareTaskResult;
+import com.azure.ai.textanalytics.models.TextAnalyticsOperationResult;
+import com.azure.ai.textanalytics.models.TextDocumentInput;
+import com.azure.core.credential.AzureKeyCredential;
+import com.azure.core.http.rest.PagedFlux;
+import com.azure.core.util.polling.PollResponse;
+import com.azure.core.util.polling.SyncPoller;
+
+import java.util.ArrayList;
+import java.util.List;
+import java.util.UUID;
+import java.util.concurrent.TimeUnit;
+
+/**
+ * Sample demonstrates how to asynchronously cancel a healthcare job.
+ */
+public class CancelHealthcareJobAsync {
+ /**
+ * Main method to invoke this demo about how to cancel the healthcare long-running operation.
+ *
+ * @param args Unused arguments to the program.
+ */
+ public static void main(String[] args) {
+ TextAnalyticsAsyncClient client =
+ new TextAnalyticsClientBuilder()
+ .credential(new AzureKeyCredential("{key}"))
+ .endpoint("{endpoint}")
+ .buildAsyncClient();
+
+ List documents = new ArrayList<>();
+ for (int i = 0; i < 10; i++) {
+ documents.add(new TextDocumentInput(Integer.toString(i),
+ "RECORD #333582770390100 | MH | 85986313 | | 054351 | 2/14/2001 12:00:00 AM | "
+ + "CORONARY ARTERY DISEASE | Signed | DIS | Admission Date: 5/22/2001 "
+ + "Report Status: Signed Discharge Date: 4/24/2001 ADMISSION DIAGNOSIS: "
+ + "CORONARY ARTERY DISEASE. HISTORY OF PRESENT ILLNESS: "
+ + "The patient is a 54-year-old gentleman with a history of progressive angina over the past several months. "
+ + "The patient had a cardiac catheterization in July of this year revealing total occlusion of the RCA and "
+ + "50% left main disease , with a strong family history of coronary artery disease with a brother dying at "
+ + "the age of 52 from a myocardial infarction and another brother who is status post coronary artery bypass grafting. "
+ + "The patient had a stress echocardiogram done on July , 2001 , which showed no wall motion abnormalities ,"
+ + "but this was a difficult study due to body habitus. The patient went for six minutes with minimal ST depressions "
+ + "in the anterior lateral leads , thought due to fatigue and wrist pain , his anginal equivalent. Due to the patient's "
+ + "increased symptoms and family history and history left main disease with total occasional of his RCA was referred "
+ + "for revascularization with open heart surgery."));
+ }
+
+ SyncPoller> syncPoller =
+ client.beginAnalyzeHealthcare(documents, null)
+ .getSyncPoller();
+
+ PollResponse pollResponse = syncPoller.poll();
+
+ System.out.printf("The Job ID that is cancelling is %s.%n", pollResponse.getValue().getResultId());
+
+ client.beginCancelAnalyzeHealthcare(UUID.fromString(pollResponse.getValue().getResultId()))
+ .map(response -> {
+ System.out.println(response.getStatus());
+ return response;
+ })
+ .subscribe(dummyVar -> System.out.println("Job is successfully cancelled."));
+
+ syncPoller.waitForCompletion();
+
+ // The .subscribe() creation and assignment is not a blocking call. For the purpose of this example, we sleep
+ // the thread so the program does not end before the send operation is complete. Using .block() instead of
+ // .subscribe() will turn this into a synchronous call.
+ try {
+ TimeUnit.MINUTES.sleep(20);
+ } catch (InterruptedException e) {
+ e.printStackTrace();
+ }
+ }
+}
diff --git a/sdk/textanalytics/azure-ai-textanalytics/src/test/java/com/azure/ai/textanalytics/TestUtils.java b/sdk/textanalytics/azure-ai-textanalytics/src/test/java/com/azure/ai/textanalytics/TestUtils.java
index cbdd6223d26fc..89b2c757935d0 100644
--- a/sdk/textanalytics/azure-ai-textanalytics/src/test/java/com/azure/ai/textanalytics/TestUtils.java
+++ b/sdk/textanalytics/azure-ai-textanalytics/src/test/java/com/azure/ai/textanalytics/TestUtils.java
@@ -3,6 +3,12 @@
package com.azure.ai.textanalytics;
+import com.azure.ai.textanalytics.implementation.HealthcareEntityCollectionPropertiesHelper;
+import com.azure.ai.textanalytics.implementation.HealthcareEntityPropertiesHelper;
+import com.azure.ai.textanalytics.implementation.HealthcareEntityRelationPropertiesHelper;
+import com.azure.ai.textanalytics.implementation.HealthcareTaskResultPropertiesHelper;
+import com.azure.ai.textanalytics.implementation.RecognizeHealthcareEntitiesResultCollectionPropertiesHelper;
+import com.azure.ai.textanalytics.implementation.RecognizeHealthcareEntitiesResultPropertiesHelper;
import com.azure.ai.textanalytics.models.AnalyzeSentimentResult;
import com.azure.ai.textanalytics.models.AspectSentiment;
import com.azure.ai.textanalytics.models.CategorizedEntity;
@@ -13,6 +19,10 @@
import com.azure.ai.textanalytics.models.DocumentSentiment;
import com.azure.ai.textanalytics.models.EntityCategory;
import com.azure.ai.textanalytics.models.ExtractKeyPhraseResult;
+import com.azure.ai.textanalytics.models.HealthcareEntity;
+import com.azure.ai.textanalytics.models.HealthcareEntityCollection;
+import com.azure.ai.textanalytics.models.HealthcareEntityRelation;
+import com.azure.ai.textanalytics.models.HealthcareTaskResult;
import com.azure.ai.textanalytics.models.KeyPhrasesCollection;
import com.azure.ai.textanalytics.models.LinkedEntity;
import com.azure.ai.textanalytics.models.LinkedEntityCollection;
@@ -22,6 +32,7 @@
import com.azure.ai.textanalytics.models.PiiEntity;
import com.azure.ai.textanalytics.models.PiiEntityCollection;
import com.azure.ai.textanalytics.models.RecognizeEntitiesResult;
+import com.azure.ai.textanalytics.models.RecognizeHealthcareEntitiesResult;
import com.azure.ai.textanalytics.models.RecognizeLinkedEntitiesResult;
import com.azure.ai.textanalytics.models.RecognizePiiEntitiesResult;
import com.azure.ai.textanalytics.models.SentenceSentiment;
@@ -34,6 +45,7 @@
import com.azure.ai.textanalytics.util.DetectLanguageResultCollection;
import com.azure.ai.textanalytics.util.ExtractKeyPhrasesResultCollection;
import com.azure.ai.textanalytics.util.RecognizeEntitiesResultCollection;
+import com.azure.ai.textanalytics.util.RecognizeHealthcareEntitiesResultCollection;
import com.azure.ai.textanalytics.util.RecognizeLinkedEntitiesResultCollection;
import com.azure.ai.textanalytics.util.RecognizePiiEntitiesResultCollection;
import com.azure.core.exception.HttpResponseException;
@@ -96,6 +108,10 @@ final class TestUtils {
static final String PII_ENTITY_OFFSET_INPUT = "SSN: 859-98-0987";
static final String SENTIMENT_OFFSET_INPUT = "The hotel was dark and unclean.";
+ static final List HEALTHCARE_INPUTS = asList(
+ "The patient is a 54-year-old gentleman with a history of progressive angina over the past several months.",
+ "The patient went for six minutes with minimal ST depressions in the anterior lateral leads , thought due to fatigue and wrist pain , his anginal equivalent.");
+
// "personal" and "social" are common to both English and Spanish and if given with limited context the
// response will be based on the "US" country hint. If the origin of the text is known to be coming from
// Spanish that can be given as a hint.
@@ -417,6 +433,236 @@ static DocumentSentiment getExpectedDocumentSentiment2() {
)), null);
}
+ /**
+ * Helper method that get a single-page (healthcareTaskResult) list.
+ */
+ static List getExpectedHealthcareTaskResultListForSinglePage() {
+ return asList(
+ getExpectedHealthcareTaskResult(getExpectedBatchHealthcareEntitiesWithPageSize(
+ 2,
+ asList(getRecognizeHealthcareEntitiesResult1("0"), getRecognizeHealthcareEntitiesResult2()))));
+ }
+
+ /**
+ * Helper method that get a multiple-pages (healthcareTaskResult) list.
+ */
+ static List getExpectedHealthcareTaskResultListForMultiplePages() {
+ List healthcareEntitiesResults1 = new ArrayList<>();
+ // First Page
+ int i = 0;
+ for (; i < 20; i++) {
+ healthcareEntitiesResults1.add(getRecognizeHealthcareEntitiesResult1(Integer.toString(i)));
+ }
+ // Second Page
+ List healthcareEntitiesResults2 = new ArrayList<>();
+ for (; i < 22; i++) {
+ healthcareEntitiesResults2.add(getRecognizeHealthcareEntitiesResult1(Integer.toString(i)));
+ }
+
+ return asList(
+ getExpectedHealthcareTaskResult(getExpectedBatchHealthcareEntitiesWithPageSize(
+ 22, healthcareEntitiesResults1)),
+ getExpectedHealthcareTaskResult(getExpectedBatchHealthcareEntitiesWithPageSize(
+ 22, healthcareEntitiesResults2))
+ );
+ }
+
+ /**
+ * Helper method that get the expected RecognizeHealthcareEntitiesResultCollection result in page.
+ */
+ static RecognizeHealthcareEntitiesResultCollection getExpectedBatchHealthcareEntitiesWithPageSize(int sizePerPage,
+ List healthcareEntitiesResults) {
+ TextDocumentBatchStatistics textDocumentBatchStatistics = new TextDocumentBatchStatistics(
+ sizePerPage, sizePerPage, 0, sizePerPage);
+ final RecognizeHealthcareEntitiesResultCollection recognizeHealthcareEntitiesResults =
+ new RecognizeHealthcareEntitiesResultCollection(healthcareEntitiesResults);
+ RecognizeHealthcareEntitiesResultCollectionPropertiesHelper.setModelVersion(recognizeHealthcareEntitiesResults,
+ "2020-09-03");
+ RecognizeHealthcareEntitiesResultCollectionPropertiesHelper.setStatistics(recognizeHealthcareEntitiesResults,
+ textDocumentBatchStatistics);
+ return recognizeHealthcareEntitiesResults;
+ }
+
+ /**
+ * Helper method that get the expected HealthcareTaskResult result.
+ */
+ static HealthcareTaskResult getExpectedHealthcareTaskResult(
+ RecognizeHealthcareEntitiesResultCollection recognizeHealthcareEntitiesResults) {
+ final HealthcareTaskResult healthcareTaskResult = new HealthcareTaskResult(null, null,
+ null, null, null, null);
+ HealthcareTaskResultPropertiesHelper.setResult(healthcareTaskResult, recognizeHealthcareEntitiesResults);
+ return healthcareTaskResult;
+ }
+
+ /**
+ * Result for
+ * "The patient is a 54-year-old gentleman with a history of progressive angina over the past several months.",
+ */
+ static RecognizeHealthcareEntitiesResult getRecognizeHealthcareEntitiesResult1(String documentId) {
+ TextDocumentStatistics textDocumentStatistics1 = new TextDocumentStatistics(105, 1);
+ // HealthcareEntity
+ final HealthcareEntity healthcareEntity1 = new HealthcareEntity();
+ HealthcareEntityPropertiesHelper.setText(healthcareEntity1, "54-year-old");
+ HealthcareEntityPropertiesHelper.setCategory(healthcareEntity1, EntityCategory.fromString("Age"));
+ HealthcareEntityPropertiesHelper.setSubcategory(healthcareEntity1, null);
+ HealthcareEntityPropertiesHelper.setConfidenceScore(healthcareEntity1, 1.0);
+ HealthcareEntityPropertiesHelper.setOffset(healthcareEntity1, 17);
+ HealthcareEntityPropertiesHelper.setNegated(healthcareEntity1, false);
+ final HealthcareEntity healthcareEntity2 = new HealthcareEntity();
+ HealthcareEntityPropertiesHelper.setText(healthcareEntity2, "gentleman");
+ HealthcareEntityPropertiesHelper.setCategory(healthcareEntity2, EntityCategory.fromString("Gender"));
+ HealthcareEntityPropertiesHelper.setSubcategory(healthcareEntity2, null);
+ HealthcareEntityPropertiesHelper.setConfidenceScore(healthcareEntity2, 1.0);
+ HealthcareEntityPropertiesHelper.setOffset(healthcareEntity2, 29);
+ HealthcareEntityPropertiesHelper.setNegated(healthcareEntity2, false);
+ // there are too many entity links, we can just assert it is not null.
+ HealthcareEntityPropertiesHelper.setHealthcareEntityLinks(healthcareEntity2, new ArrayList<>());
+ final HealthcareEntity healthcareEntity3 = new HealthcareEntity();
+ HealthcareEntityPropertiesHelper.setText(healthcareEntity3, "progressive");
+ HealthcareEntityPropertiesHelper.setCategory(healthcareEntity3, EntityCategory.fromString("ConditionQualifier"));
+ HealthcareEntityPropertiesHelper.setSubcategory(healthcareEntity3, null);
+ HealthcareEntityPropertiesHelper.setConfidenceScore(healthcareEntity3, 0.91);
+ HealthcareEntityPropertiesHelper.setOffset(healthcareEntity3, 57);
+ HealthcareEntityPropertiesHelper.setNegated(healthcareEntity3, false);
+ final HealthcareEntity healthcareEntity4 = new HealthcareEntity();
+ HealthcareEntityPropertiesHelper.setText(healthcareEntity4, "angina");
+ HealthcareEntityPropertiesHelper.setCategory(healthcareEntity4, EntityCategory.fromString("SymptomOrSign"));
+ HealthcareEntityPropertiesHelper.setSubcategory(healthcareEntity4, null);
+ HealthcareEntityPropertiesHelper.setConfidenceScore(healthcareEntity4, 0.81);
+ HealthcareEntityPropertiesHelper.setOffset(healthcareEntity4, 69);
+ HealthcareEntityPropertiesHelper.setNegated(healthcareEntity4, false);
+ // there are too many entity links, we can just assert it is not null.
+ HealthcareEntityPropertiesHelper.setHealthcareEntityLinks(healthcareEntity4, new ArrayList<>());
+ final HealthcareEntity healthcareEntity5 = new HealthcareEntity();
+ HealthcareEntityPropertiesHelper.setText(healthcareEntity5, "past several months");
+ HealthcareEntityPropertiesHelper.setCategory(healthcareEntity5, EntityCategory.fromString("Time"));
+ HealthcareEntityPropertiesHelper.setSubcategory(healthcareEntity5, null);
+ HealthcareEntityPropertiesHelper.setConfidenceScore(healthcareEntity5, 1.0);
+ HealthcareEntityPropertiesHelper.setOffset(healthcareEntity5, 85);
+ HealthcareEntityPropertiesHelper.setNegated(healthcareEntity5, false);
+
+ // HealthcareEntityRelation
+ final HealthcareEntityRelation healthcareEntityRelation1 = new HealthcareEntityRelation();
+ HealthcareEntityRelationPropertiesHelper.setRelationType(healthcareEntityRelation1,
+ "QualifierOfCondition");
+ HealthcareEntityRelationPropertiesHelper.setBidirectional(healthcareEntityRelation1, false);
+ HealthcareEntityRelationPropertiesHelper.setSourceLink(healthcareEntityRelation1,
+ "#/results/documents/0/entities/2");
+ HealthcareEntityRelationPropertiesHelper.setTargetLink(healthcareEntityRelation1,
+ "#/results/documents/0/entities/3");
+ final HealthcareEntityRelation healthcareEntityRelation2 = new HealthcareEntityRelation();
+ HealthcareEntityRelationPropertiesHelper.setRelationType(healthcareEntityRelation2, "TimeOfCondition");
+ HealthcareEntityRelationPropertiesHelper.setBidirectional(healthcareEntityRelation2, false);
+ HealthcareEntityRelationPropertiesHelper.setSourceLink(healthcareEntityRelation2,
+ "#/results/documents/0/entities/4");
+ HealthcareEntityRelationPropertiesHelper.setTargetLink(healthcareEntityRelation2,
+ "#/results/documents/0/entities/3");
+
+ // HealthcareEntityCollection
+ final HealthcareEntityCollection healthcareEntityCollection1 = new HealthcareEntityCollection(
+ new IterableStream<>(asList(healthcareEntity1, healthcareEntity2, healthcareEntity3, healthcareEntity4,
+ healthcareEntity5)));
+ HealthcareEntityCollectionPropertiesHelper.setEntityRelations(healthcareEntityCollection1,
+ new IterableStream<>(asList(healthcareEntityRelation1, healthcareEntityRelation2)));
+
+ // RecognizeHealthcareEntitiesResult
+ final RecognizeHealthcareEntitiesResult healthcareEntitiesResult1 = new RecognizeHealthcareEntitiesResult(documentId,
+ textDocumentStatistics1, null);
+ RecognizeHealthcareEntitiesResultPropertiesHelper.setEntities(healthcareEntitiesResult1,
+ healthcareEntityCollection1);
+
+ return healthcareEntitiesResult1;
+ }
+
+ /**
+ * Result for
+ * "The patient went for six minutes with minimal ST depressions in the anterior lateral leads ,
+ * thought due to fatigue and wrist pain , his anginal equivalent."
+ */
+ static RecognizeHealthcareEntitiesResult getRecognizeHealthcareEntitiesResult2() {
+ TextDocumentStatistics textDocumentStatistics = new TextDocumentStatistics(156, 1);
+ // HealthcareEntity
+ final HealthcareEntity healthcareEntity1 = new HealthcareEntity();
+ HealthcareEntityPropertiesHelper.setText(healthcareEntity1, "minutes");
+ HealthcareEntityPropertiesHelper.setCategory(healthcareEntity1, EntityCategory.fromString("Time"));
+ HealthcareEntityPropertiesHelper.setSubcategory(healthcareEntity1, null);
+ HealthcareEntityPropertiesHelper.setConfidenceScore(healthcareEntity1, 0.87);
+ HealthcareEntityPropertiesHelper.setOffset(healthcareEntity1, 25);
+ HealthcareEntityPropertiesHelper.setNegated(healthcareEntity1, false);
+ final HealthcareEntity healthcareEntity2 = new HealthcareEntity();
+ HealthcareEntityPropertiesHelper.setText(healthcareEntity2, "minimal");
+ HealthcareEntityPropertiesHelper.setCategory(healthcareEntity2, EntityCategory.fromString("ConditionQualifier"));
+ HealthcareEntityPropertiesHelper.setSubcategory(healthcareEntity2, null);
+ HealthcareEntityPropertiesHelper.setConfidenceScore(healthcareEntity2, 1.0);
+ HealthcareEntityPropertiesHelper.setOffset(healthcareEntity2, 38);
+ HealthcareEntityPropertiesHelper.setNegated(healthcareEntity2, false);
+ final HealthcareEntity healthcareEntity3 = new HealthcareEntity();
+ HealthcareEntityPropertiesHelper.setText(healthcareEntity3, "ST depressions in the anterior lateral leads");
+ HealthcareEntityPropertiesHelper.setCategory(healthcareEntity3, EntityCategory.fromString("SymptomOrSign"));
+ HealthcareEntityPropertiesHelper.setSubcategory(healthcareEntity3, null);
+ HealthcareEntityPropertiesHelper.setConfidenceScore(healthcareEntity3, 1.0);
+ HealthcareEntityPropertiesHelper.setOffset(healthcareEntity3, 46);
+ HealthcareEntityPropertiesHelper.setNegated(healthcareEntity3, false);
+ final HealthcareEntity healthcareEntity4 = new HealthcareEntity();
+ HealthcareEntityPropertiesHelper.setText(healthcareEntity4, "fatigue");
+ HealthcareEntityPropertiesHelper.setCategory(healthcareEntity4, EntityCategory.fromString("SymptomOrSign"));
+ HealthcareEntityPropertiesHelper.setSubcategory(healthcareEntity4, null);
+ HealthcareEntityPropertiesHelper.setConfidenceScore(healthcareEntity4, 1.0);
+ HealthcareEntityPropertiesHelper.setOffset(healthcareEntity4, 108);
+ HealthcareEntityPropertiesHelper.setNegated(healthcareEntity4, false);
+ // there are too many entity links, we can just assert it is not null.
+ HealthcareEntityPropertiesHelper.setHealthcareEntityLinks(healthcareEntity4, new ArrayList<>());
+ final HealthcareEntity healthcareEntity5 = new HealthcareEntity();
+ HealthcareEntityPropertiesHelper.setText(healthcareEntity5, "wrist pain");
+ HealthcareEntityPropertiesHelper.setCategory(healthcareEntity5, EntityCategory.fromString("SymptomOrSign"));
+ HealthcareEntityPropertiesHelper.setSubcategory(healthcareEntity5, null);
+ HealthcareEntityPropertiesHelper.setConfidenceScore(healthcareEntity5, 1.0);
+ HealthcareEntityPropertiesHelper.setOffset(healthcareEntity5, 120);
+ HealthcareEntityPropertiesHelper.setNegated(healthcareEntity5, false);
+ // there are too many entity links, we can just assert it is not null.
+ HealthcareEntityPropertiesHelper.setHealthcareEntityLinks(healthcareEntity5, new ArrayList<>());
+ final HealthcareEntity healthcareEntity6 = new HealthcareEntity();
+ HealthcareEntityPropertiesHelper.setText(healthcareEntity6, "anginal equivalent");
+ HealthcareEntityPropertiesHelper.setCategory(healthcareEntity6, EntityCategory.fromString("SymptomOrSign"));
+ HealthcareEntityPropertiesHelper.setSubcategory(healthcareEntity6, null);
+ HealthcareEntityPropertiesHelper.setConfidenceScore(healthcareEntity6, 1.0);
+ HealthcareEntityPropertiesHelper.setOffset(healthcareEntity6, 137);
+ HealthcareEntityPropertiesHelper.setNegated(healthcareEntity6, false);
+ // there are too many entity links, we can just assert it is not null.
+ HealthcareEntityPropertiesHelper.setHealthcareEntityLinks(healthcareEntity6, new ArrayList<>());
+
+ // HealthcareEntityRelation
+ final HealthcareEntityRelation healthcareEntityRelation1 = new HealthcareEntityRelation();
+ HealthcareEntityRelationPropertiesHelper.setRelationType(healthcareEntityRelation1, "TimeOfCondition");
+ HealthcareEntityRelationPropertiesHelper.setBidirectional(healthcareEntityRelation1, false);
+ HealthcareEntityRelationPropertiesHelper.setSourceLink(healthcareEntityRelation1,
+ "#/results/documents/1/entities/0");
+ HealthcareEntityRelationPropertiesHelper.setTargetLink(healthcareEntityRelation1,
+ "#/results/documents/1/entities/2");
+ final HealthcareEntityRelation healthcareEntityRelation2 = new HealthcareEntityRelation();
+ HealthcareEntityRelationPropertiesHelper.setRelationType(healthcareEntityRelation2,
+ "QualifierOfCondition");
+ HealthcareEntityRelationPropertiesHelper.setBidirectional(healthcareEntityRelation2, false);
+ HealthcareEntityRelationPropertiesHelper.setSourceLink(healthcareEntityRelation2,
+ "#/results/documents/1/entities/1");
+ HealthcareEntityRelationPropertiesHelper.setTargetLink(healthcareEntityRelation2,
+ "#/results/documents/1/entities/2");
+
+ // HealthcareEntityCollection
+ final HealthcareEntityCollection healthcareEntityCollection = new HealthcareEntityCollection(
+ new IterableStream<>(asList(healthcareEntity1, healthcareEntity2, healthcareEntity3, healthcareEntity4,
+ healthcareEntity5, healthcareEntity6)));
+ HealthcareEntityCollectionPropertiesHelper.setEntityRelations(healthcareEntityCollection,
+ new IterableStream<>(asList(healthcareEntityRelation1, healthcareEntityRelation2)));
+
+ // RecognizeHealthcareEntitiesResult
+ final RecognizeHealthcareEntitiesResult healthcareEntitiesResult = new RecognizeHealthcareEntitiesResult("1",
+ textDocumentStatistics, null);
+ RecognizeHealthcareEntitiesResultPropertiesHelper.setEntities(healthcareEntitiesResult,
+ healthcareEntityCollection);
+ return healthcareEntitiesResult;
+ }
+
/**
* Returns a stream of arguments that includes all combinations of eligible {@link HttpClient HttpClients} and
* service versions that should be tested.
diff --git a/sdk/textanalytics/azure-ai-textanalytics/src/test/java/com/azure/ai/textanalytics/TextAnalyticsAsyncClientTest.java b/sdk/textanalytics/azure-ai-textanalytics/src/test/java/com/azure/ai/textanalytics/TextAnalyticsAsyncClientTest.java
index aa07870c3a23f..5495a3d96b927 100644
--- a/sdk/textanalytics/azure-ai-textanalytics/src/test/java/com/azure/ai/textanalytics/TextAnalyticsAsyncClientTest.java
+++ b/sdk/textanalytics/azure-ai-textanalytics/src/test/java/com/azure/ai/textanalytics/TextAnalyticsAsyncClientTest.java
@@ -5,17 +5,22 @@
import com.azure.ai.textanalytics.models.AnalyzeSentimentOptions;
import com.azure.ai.textanalytics.models.DocumentSentiment;
+import com.azure.ai.textanalytics.models.HealthcareTaskResult;
import com.azure.ai.textanalytics.models.PiiEntityDomainType;
import com.azure.ai.textanalytics.models.RecognizePiiEntityOptions;
import com.azure.ai.textanalytics.models.SentenceSentiment;
import com.azure.ai.textanalytics.models.SentimentConfidenceScores;
import com.azure.ai.textanalytics.models.TextAnalyticsError;
import com.azure.ai.textanalytics.models.TextAnalyticsException;
+import com.azure.ai.textanalytics.models.TextAnalyticsOperationResult;
import com.azure.ai.textanalytics.models.TextAnalyticsRequestOptions;
import com.azure.ai.textanalytics.models.TextSentiment;
import com.azure.core.exception.HttpResponseException;
import com.azure.core.http.HttpClient;
+import com.azure.core.http.rest.PagedFlux;
import com.azure.core.util.IterableStream;
+import com.azure.core.util.polling.PollResponse;
+import com.azure.core.util.polling.SyncPoller;
import org.junit.jupiter.api.AfterAll;
import org.junit.jupiter.api.BeforeAll;
import org.junit.jupiter.params.ParameterizedTest;
@@ -24,6 +29,7 @@
import java.time.Duration;
import java.util.Arrays;
+import java.util.UUID;
import java.util.stream.Collectors;
import static com.azure.ai.textanalytics.TestUtils.CATEGORIZED_ENTITY_INPUTS;
@@ -42,6 +48,8 @@
import static com.azure.ai.textanalytics.TestUtils.getExpectedBatchPiiEntitiesForDomainFilter;
import static com.azure.ai.textanalytics.TestUtils.getExpectedBatchTextSentiment;
import static com.azure.ai.textanalytics.TestUtils.getExpectedDocumentSentiment;
+import static com.azure.ai.textanalytics.TestUtils.getExpectedHealthcareTaskResultListForMultiplePages;
+import static com.azure.ai.textanalytics.TestUtils.getExpectedHealthcareTaskResultListForSinglePage;
import static com.azure.ai.textanalytics.TestUtils.getLinkedEntitiesList1;
import static com.azure.ai.textanalytics.TestUtils.getPiiEntitiesList1;
import static com.azure.ai.textanalytics.TestUtils.getUnknownDetectedLanguage;
@@ -1579,4 +1587,56 @@ public void analyzeSentimentZalgoText(HttpClient httpClient, TextAnalyticsServic
})).verifyComplete(), SENTIMENT_OFFSET_INPUT
);
}
+
+ // Healthcare LRO
+
+ @ParameterizedTest(name = DISPLAY_NAME_WITH_ARGUMENTS)
+ @MethodSource("com.azure.ai.textanalytics.TestUtils#getTestParameters")
+ public void healthcareLroWithOptions(HttpClient httpClient, TextAnalyticsServiceVersion serviceVersion) {
+ client = getTextAnalyticsAsyncClient(httpClient, serviceVersion);
+ healthcareLroRunner((documents, options) -> {
+ SyncPoller>
+ syncPoller = client.beginAnalyzeHealthcare(documents, options).getSyncPoller();
+ syncPoller.waitForCompletion();
+ PagedFlux healthcareEntitiesResultCollectionPagedFlux
+ = syncPoller.getFinalResult();
+ validateHealthcareTaskResult(
+ options.isIncludeStatistics(),
+ getExpectedHealthcareTaskResultListForSinglePage(),
+ healthcareEntitiesResultCollectionPagedFlux.toStream().collect(Collectors.toList()));
+ });
+ }
+
+ @ParameterizedTest(name = DISPLAY_NAME_WITH_ARGUMENTS)
+ @MethodSource("com.azure.ai.textanalytics.TestUtils#getTestParameters")
+ public void healthcareLroPagination(HttpClient httpClient, TextAnalyticsServiceVersion serviceVersion) {
+ client = getTextAnalyticsAsyncClient(httpClient, serviceVersion);
+ healthcareLroPaginationRunner((documents, options) -> {
+ SyncPoller>
+ syncPoller = client.beginAnalyzeHealthcare(documents, options).getSyncPoller();
+ syncPoller.waitForCompletion();
+ PagedFlux healthcareEntitiesResultCollectionPagedFlux
+ = syncPoller.getFinalResult();
+ validateHealthcareTaskResult(
+ options.isIncludeStatistics(),
+ getExpectedHealthcareTaskResultListForMultiplePages(),
+ healthcareEntitiesResultCollectionPagedFlux.toStream().collect(Collectors.toList()));
+ });
+ }
+
+ // Healthcare LRO - Cancellation
+
+ @ParameterizedTest(name = DISPLAY_NAME_WITH_ARGUMENTS)
+ @MethodSource("com.azure.ai.textanalytics.TestUtils#getTestParameters")
+ public void cancelHealthcareLroRunner(HttpClient httpClient, TextAnalyticsServiceVersion serviceVersion) {
+ client = getTextAnalyticsAsyncClient(httpClient, serviceVersion);
+ cancelHealthcareLroRunner(documents -> {
+ SyncPoller>
+ syncPoller = client.beginAnalyzeHealthcare(documents, null).getSyncPoller();
+
+ PollResponse pollResponse = syncPoller.poll();
+ client.beginCancelAnalyzeHealthcare(UUID.fromString(pollResponse.getValue().getResultId()));
+ syncPoller.waitForCompletion();
+ });
+ }
}
diff --git a/sdk/textanalytics/azure-ai-textanalytics/src/test/java/com/azure/ai/textanalytics/TextAnalyticsClientTest.java b/sdk/textanalytics/azure-ai-textanalytics/src/test/java/com/azure/ai/textanalytics/TextAnalyticsClientTest.java
index d03979643af7b..529c4fae2a64f 100644
--- a/sdk/textanalytics/azure-ai-textanalytics/src/test/java/com/azure/ai/textanalytics/TextAnalyticsClientTest.java
+++ b/sdk/textanalytics/azure-ai-textanalytics/src/test/java/com/azure/ai/textanalytics/TextAnalyticsClientTest.java
@@ -6,6 +6,7 @@
import com.azure.ai.textanalytics.models.AnalyzeSentimentOptions;
import com.azure.ai.textanalytics.models.CategorizedEntity;
import com.azure.ai.textanalytics.models.DocumentSentiment;
+import com.azure.ai.textanalytics.models.HealthcareTaskResult;
import com.azure.ai.textanalytics.models.LinkedEntity;
import com.azure.ai.textanalytics.models.PiiEntityCollection;
import com.azure.ai.textanalytics.models.PiiEntityDomainType;
@@ -14,21 +15,26 @@
import com.azure.ai.textanalytics.models.SentimentConfidenceScores;
import com.azure.ai.textanalytics.models.TextAnalyticsError;
import com.azure.ai.textanalytics.models.TextAnalyticsException;
+import com.azure.ai.textanalytics.models.TextAnalyticsOperationResult;
import com.azure.ai.textanalytics.models.TextAnalyticsRequestOptions;
import com.azure.ai.textanalytics.models.TextSentiment;
import com.azure.ai.textanalytics.util.RecognizeEntitiesResultCollection;
import com.azure.ai.textanalytics.util.RecognizePiiEntitiesResultCollection;
import com.azure.core.exception.HttpResponseException;
import com.azure.core.http.HttpClient;
+import com.azure.core.http.rest.PagedIterable;
import com.azure.core.http.rest.Response;
import com.azure.core.util.Context;
import com.azure.core.util.IterableStream;
+import com.azure.core.util.polling.PollResponse;
+import com.azure.core.util.polling.SyncPoller;
import org.junit.jupiter.params.ParameterizedTest;
import org.junit.jupiter.params.provider.MethodSource;
import java.net.HttpURLConnection;
import java.util.Arrays;
import java.util.List;
+import java.util.UUID;
import java.util.stream.Collectors;
import static com.azure.ai.textanalytics.TestUtils.CATEGORIZED_ENTITY_INPUTS;
@@ -47,6 +53,8 @@
import static com.azure.ai.textanalytics.TestUtils.getExpectedBatchPiiEntitiesForDomainFilter;
import static com.azure.ai.textanalytics.TestUtils.getExpectedBatchTextSentiment;
import static com.azure.ai.textanalytics.TestUtils.getExpectedDocumentSentiment;
+import static com.azure.ai.textanalytics.TestUtils.getExpectedHealthcareTaskResultListForMultiplePages;
+import static com.azure.ai.textanalytics.TestUtils.getExpectedHealthcareTaskResultListForSinglePage;
import static com.azure.ai.textanalytics.TestUtils.getLinkedEntitiesList1;
import static com.azure.ai.textanalytics.TestUtils.getPiiEntitiesList1;
import static com.azure.ai.textanalytics.TestUtils.getUnknownDetectedLanguage;
@@ -1515,4 +1523,54 @@ public void analyzeSentimentZalgoText(HttpClient httpClient, TextAnalyticsServic
SENTIMENT_OFFSET_INPUT
);
}
+
+ // Healthcare LRO
+
+ @ParameterizedTest(name = DISPLAY_NAME_WITH_ARGUMENTS)
+ @MethodSource("com.azure.ai.textanalytics.TestUtils#getTestParameters")
+ public void healthcareLroWithOptions(HttpClient httpClient, TextAnalyticsServiceVersion serviceVersion) {
+ client = getTextAnalyticsClient(httpClient, serviceVersion);
+ healthcareLroRunner((documents, options) -> {
+ SyncPoller>
+ syncPoller = client.beginAnalyzeHealthcare(documents, options, Context.NONE);
+ syncPoller.waitForCompletion();
+ PagedIterable healthcareTaskResults = syncPoller.getFinalResult();
+ validateHealthcareTaskResult(
+ options.isIncludeStatistics(),
+ getExpectedHealthcareTaskResultListForSinglePage(),
+ healthcareTaskResults.stream().collect(Collectors.toList()));
+ });
+ }
+
+ @ParameterizedTest(name = DISPLAY_NAME_WITH_ARGUMENTS)
+ @MethodSource("com.azure.ai.textanalytics.TestUtils#getTestParameters")
+ public void healthcareLroPagination(HttpClient httpClient, TextAnalyticsServiceVersion serviceVersion) {
+ client = getTextAnalyticsClient(httpClient, serviceVersion);
+ healthcareLroPaginationRunner((documents, options) -> {
+ SyncPoller>
+ syncPoller = client.beginAnalyzeHealthcare(documents, options, Context.NONE);
+ syncPoller.waitForCompletion();
+ PagedIterable healthcareTaskResults = syncPoller.getFinalResult();
+ validateHealthcareTaskResult(
+ options.isIncludeStatistics(),
+ getExpectedHealthcareTaskResultListForMultiplePages(),
+ healthcareTaskResults.stream().collect(Collectors.toList()));
+ });
+ }
+
+ // Healthcare LRO - Cancellation
+
+ @ParameterizedTest(name = DISPLAY_NAME_WITH_ARGUMENTS)
+ @MethodSource("com.azure.ai.textanalytics.TestUtils#getTestParameters")
+ public void cancelHealthcareLroRunner(HttpClient httpClient, TextAnalyticsServiceVersion serviceVersion) {
+ client = getTextAnalyticsClient(httpClient, serviceVersion);
+ cancelHealthcareLroRunner(documents -> {
+ SyncPoller>
+ syncPoller = client.beginAnalyzeHealthcare(documents, null, Context.NONE);
+
+ PollResponse pollResponse = syncPoller.poll();
+ client.beginCancelAnalyzeHealthcare(UUID.fromString(pollResponse.getValue().getResultId()), Context.NONE);
+ syncPoller.waitForCompletion();
+ });
+ }
}
diff --git a/sdk/textanalytics/azure-ai-textanalytics/src/test/java/com/azure/ai/textanalytics/TextAnalyticsClientTestBase.java b/sdk/textanalytics/azure-ai-textanalytics/src/test/java/com/azure/ai/textanalytics/TextAnalyticsClientTestBase.java
index 28c554b4e8f61..6e7200fed3286 100644
--- a/sdk/textanalytics/azure-ai-textanalytics/src/test/java/com/azure/ai/textanalytics/TextAnalyticsClientTestBase.java
+++ b/sdk/textanalytics/azure-ai-textanalytics/src/test/java/com/azure/ai/textanalytics/TextAnalyticsClientTestBase.java
@@ -9,6 +9,9 @@
import com.azure.ai.textanalytics.models.DetectLanguageInput;
import com.azure.ai.textanalytics.models.DetectedLanguage;
import com.azure.ai.textanalytics.models.DocumentSentiment;
+import com.azure.ai.textanalytics.models.HealthcareEntity;
+import com.azure.ai.textanalytics.models.HealthcareEntityLink;
+import com.azure.ai.textanalytics.models.HealthcareTaskResult;
import com.azure.ai.textanalytics.models.LinkedEntity;
import com.azure.ai.textanalytics.models.LinkedEntityMatch;
import com.azure.ai.textanalytics.models.MinedOpinion;
@@ -16,6 +19,7 @@
import com.azure.ai.textanalytics.models.PiiEntity;
import com.azure.ai.textanalytics.models.PiiEntityCollection;
import com.azure.ai.textanalytics.models.PiiEntityDomainType;
+import com.azure.ai.textanalytics.models.RecognizeHealthcareEntityOptions;
import com.azure.ai.textanalytics.models.RecognizePiiEntityOptions;
import com.azure.ai.textanalytics.models.SentenceSentiment;
import com.azure.ai.textanalytics.models.TextAnalyticsError;
@@ -28,6 +32,7 @@
import com.azure.ai.textanalytics.util.DetectLanguageResultCollection;
import com.azure.ai.textanalytics.util.ExtractKeyPhrasesResultCollection;
import com.azure.ai.textanalytics.util.RecognizeEntitiesResultCollection;
+import com.azure.ai.textanalytics.util.RecognizeHealthcareEntitiesResultCollection;
import com.azure.ai.textanalytics.util.RecognizeLinkedEntitiesResultCollection;
import com.azure.ai.textanalytics.util.RecognizePiiEntitiesResultCollection;
import com.azure.core.credential.AzureKeyCredential;
@@ -39,10 +44,9 @@
import com.azure.core.test.TestMode;
import com.azure.core.util.Configuration;
import com.azure.core.util.IterableStream;
-import com.azure.identity.DefaultAzureCredentialBuilder;
import org.junit.jupiter.api.Test;
-import java.util.Arrays;
+import java.util.ArrayList;
import java.util.Collections;
import java.util.Comparator;
import java.util.List;
@@ -54,6 +58,7 @@
import static com.azure.ai.textanalytics.TestUtils.CATEGORIZED_ENTITY_INPUTS;
import static com.azure.ai.textanalytics.TestUtils.DETECT_LANGUAGE_INPUTS;
import static com.azure.ai.textanalytics.TestUtils.FAKE_API_KEY;
+import static com.azure.ai.textanalytics.TestUtils.HEALTHCARE_INPUTS;
import static com.azure.ai.textanalytics.TestUtils.KEY_PHRASE_INPUTS;
import static com.azure.ai.textanalytics.TestUtils.LINKED_ENTITY_INPUTS;
import static com.azure.ai.textanalytics.TestUtils.PII_ENTITY_INPUTS;
@@ -61,9 +66,11 @@
import static com.azure.ai.textanalytics.TestUtils.TOO_LONG_INPUT;
import static com.azure.ai.textanalytics.TestUtils.getDuplicateTextDocumentInputs;
import static com.azure.ai.textanalytics.TestUtils.getWarningsTextDocumentInputs;
+import static java.util.Arrays.asList;
import static org.junit.jupiter.api.Assertions.assertEquals;
import static org.junit.jupiter.api.Assertions.assertNotNull;
import static org.junit.jupiter.api.Assertions.assertNull;
+import static org.junit.jupiter.api.Assertions.assertTrue;
public abstract class TextAnalyticsClientTestBase extends TestBase {
static final String BATCH_ERROR_EXCEPTION_MESSAGE = "Error in accessing the property on document id: 2, when %s returned with an error: Document text is empty. ErrorCodeValue: {InvalidDocument}";
@@ -288,6 +295,17 @@ public abstract class TextAnalyticsClientTestBase extends TestBase {
@Test
abstract void analyzeSentimentBatchTooManyDocuments(HttpClient httpClient, TextAnalyticsServiceVersion serviceVersion);
+ // Healthcare LRO
+ @Test
+ abstract void healthcareLroWithOptions(HttpClient httpClient, TextAnalyticsServiceVersion serviceVersion);
+
+ @Test
+ abstract void healthcareLroPagination(HttpClient httpClient, TextAnalyticsServiceVersion serviceVersion);
+
+ // Healthcare LRO - Cancellation
+ @Test
+ abstract void cancelHealthcareLroRunner(HttpClient httpClient, TextAnalyticsServiceVersion serviceVersion);
+
// Detect Language runner
void detectLanguageShowStatisticsRunner(BiConsumer,
TextAnalyticsRequestOptions> testRunner) {
@@ -543,17 +561,17 @@ void faultyTextRunner(Consumer testRunner) {
}
void detectLanguageInputEmptyIdRunner(Consumer> testRunner) {
- testRunner.accept(Arrays.asList(new DetectLanguageInput("", DETECT_LANGUAGE_INPUTS.get(0))));
+ testRunner.accept(asList(new DetectLanguageInput("", DETECT_LANGUAGE_INPUTS.get(0))));
}
void textAnalyticsInputEmptyIdRunner(Consumer> testRunner) {
- testRunner.accept(Arrays.asList(new TextDocumentInput("", CATEGORIZED_ENTITY_INPUTS.get(0))));
+ testRunner.accept(asList(new TextDocumentInput("", CATEGORIZED_ENTITY_INPUTS.get(0))));
}
void tooManyDocumentsRunner(Consumer> testRunner) {
final String documentInput = CATEGORIZED_ENTITY_INPUTS.get(0);
// max num of document size is 10
- testRunner.accept(Arrays.asList(
+ testRunner.accept(asList(
documentInput, documentInput, documentInput, documentInput, documentInput, documentInput,
documentInput, documentInput, documentInput, documentInput, documentInput, documentInput));
}
@@ -596,6 +614,34 @@ void zalgoTextRunner(Consumer testRunner, String text) {
testRunner.accept("ơ̵̧̧̢̳̘̘͕͔͕̭̟̙͎͈̞͔̈̇̒̃͋̇̅͛̋͛̎́͑̄̐̂̎͗͝m̵͍͉̗̄̏͌̂̑̽̕͝͠g̵̢̡̢̡̨̡̧̛͉̞̯̠̤̣͕̟̫̫̼̰͓̦͖̣̣͎̋͒̈́̓̒̈̍̌̓̅͑̒̓̅̅͒̿̏́͗̀̇͛̏̀̈́̀̊̾̀̔͜͠͝ͅ " + text);
}
+ // Healthcare LRO runner
+ void healthcareLroRunner(BiConsumer, RecognizeHealthcareEntityOptions> testRunner) {
+ testRunner.accept(
+ asList(
+ new TextDocumentInput("0", HEALTHCARE_INPUTS.get(0)),
+ new TextDocumentInput("1", HEALTHCARE_INPUTS.get(1))),
+ new RecognizeHealthcareEntityOptions().setIncludeStatistics(true));
+ }
+
+ void healthcareLroPaginationRunner(
+ BiConsumer, RecognizeHealthcareEntityOptions> testRunner) {
+ List documents = new ArrayList<>();
+ // Service has 20 as the default size per page. So there will be 2 remaining page in the next page link
+ for (int i = 0; i < 22; i++) {
+ documents.add(new TextDocumentInput(Integer.toString(i), HEALTHCARE_INPUTS.get(0)));
+ }
+ testRunner.accept(documents, new RecognizeHealthcareEntityOptions().setIncludeStatistics(true));
+ }
+
+ // Healthcare LRO runner- Cancellation
+ void cancelHealthcareLroRunner(Consumer> testRunner) {
+ List documents = new ArrayList<>();
+ for (int i = 0; i < 10; i++) {
+ documents.add(new TextDocumentInput(Integer.toString(i), HEALTHCARE_INPUTS.get(0)));
+ }
+ testRunner.accept(documents);
+ }
+
String getEndpoint() {
return interceptorManager.isPlaybackMode()
? "https://localhost:8080"
@@ -615,7 +661,8 @@ TextAnalyticsClientBuilder getTextAnalyticsAsyncClientBuilder(HttpClient httpCli
if (getTestMode() == TestMode.PLAYBACK) {
builder.credential(new AzureKeyCredential(FAKE_API_KEY));
} else {
- builder.credential((new DefaultAzureCredentialBuilder().build()));
+ builder.credential(new AzureKeyCredential(
+ Configuration.getGlobalConfiguration().get("AZURE_TEXT_ANALYTICS_API_KEY")));
}
return builder;
}
@@ -716,6 +763,14 @@ static void validateSentimentResultCollection(boolean showStatistics, boolean in
validateAnalyzedSentiment(includeOpinionMining, expectedItem.getDocumentSentiment(), actualItem.getDocumentSentiment()));
}
+ static void validateRecognizeHealthcareEntitiesResultCollection(boolean showStatistics,
+ RecognizeHealthcareEntitiesResultCollection expected, RecognizeHealthcareEntitiesResultCollection actual) {
+ validateTextAnalyticsResult(showStatistics, expected, actual,
+ (expectedItem, actualItem) -> validateHealthcareEntities(
+ expectedItem.getEntities().stream().collect(Collectors.toList()),
+ actualItem.getEntities().stream().collect(Collectors.toList())));
+ }
+
/**
* Helper method to validate a single detected language.
*
@@ -953,6 +1008,43 @@ static void validateAnalyzedSentiment(boolean includeOpinionMining, DocumentSent
actualSentiment.getSentences().stream().collect(Collectors.toList()));
}
+ // Healthcare task
+ static void validateHealthcareEntity(HealthcareEntity expected, HealthcareEntity actual) {
+ assertEquals(expected.getCategory(), actual.getCategory());
+ assertEquals(expected.getSubcategory(), expected.getSubcategory());
+ assertEquals(expected.getText(), actual.getText());
+ assertEquals(expected.getOffset(), actual.getOffset());
+ validateHealthcareEntityLinkList(expected.getDataSourceEntityLinks(), actual.getDataSourceEntityLinks());
+ }
+
+ static void validateHealthcareEntityLinkList(List expected,
+ List actual) {
+ if (expected == actual) {
+ return;
+ } else if (expected == null || actual == null) {
+ assertTrue(false);
+ }
+ }
+
+ static void validateHealthcareEntities(List expected, List actual) {
+ assertEquals(expected.size(), actual.size());
+ expected.sort(Comparator.comparing(HealthcareEntity::getText));
+ actual.sort(Comparator.comparing(HealthcareEntity::getText));
+ for (int i = 0; i < expected.size(); i++) {
+ validateHealthcareEntity(expected.get(i), actual.get(i));
+ }
+ }
+
+ static void validateHealthcareTaskResult(boolean showStatistics, List expected,
+ List actual) {
+ assertEquals(expected.size(), actual.size());
+
+ for (int i = 0; i < actual.size(); i++) {
+ validateRecognizeHealthcareEntitiesResultCollection(showStatistics,
+ expected.get(i).getResult(), actual.get(i).getResult());
+ }
+ }
+
/**
* Helper method to verify {@link TextAnalyticsResult documents} returned in a batch request.
*/
@@ -982,6 +1074,9 @@ static > void validat
} else if (expectedResults instanceof RecognizeLinkedEntitiesResultCollection) {
validateBatchStatistics(((RecognizeLinkedEntitiesResultCollection) expectedResults).getStatistics(),
((RecognizeLinkedEntitiesResultCollection) actualResults).getStatistics());
+ } else if (expectedResults instanceof RecognizeHealthcareEntitiesResultCollection) {
+ validateBatchStatistics(((RecognizeHealthcareEntitiesResultCollection) expectedResults).getStatistics(),
+ ((RecognizeHealthcareEntitiesResultCollection) actualResults).getStatistics());
}
} else {
if (expectedResults instanceof AnalyzeSentimentResultCollection) {
diff --git a/sdk/textanalytics/azure-ai-textanalytics/src/test/resources/session-records/TextAnalyticsAsyncClientTest.cancelHealthcareLroRunner[1].json b/sdk/textanalytics/azure-ai-textanalytics/src/test/resources/session-records/TextAnalyticsAsyncClientTest.cancelHealthcareLroRunner[1].json
new file mode 100644
index 0000000000000..209ec466eaad7
--- /dev/null
+++ b/sdk/textanalytics/azure-ai-textanalytics/src/test/resources/session-records/TextAnalyticsAsyncClientTest.cancelHealthcareLroRunner[1].json
@@ -0,0 +1,66 @@
+{
+ "networkCallRecords" : [ {
+ "Method" : "POST",
+ "Uri" : "https://REDACTED.ppe.cognitiveservices.azure.com/text/analytics/v3.1-preview.3//entities/health/jobs?stringIndexType=Utf16CodeUnit",
+ "Headers" : {
+ "User-Agent" : "azsdk-java-azure-ai-textanalytics/5.1.0-beta.3 (11.0.4; Windows 10; 10.0)",
+ "x-ms-client-request-id" : "fd3bbf55-01f0-4776-a0d1-9894158a4579",
+ "Content-Type" : "application/json"
+ },
+ "Response" : {
+ "Transfer-Encoding" : "chunked",
+ "x-envoy-upstream-service-time" : "232",
+ "Strict-Transport-Security" : "max-age=31536000; includeSubDomains; preload",
+ "operation-location" : "https://textanalytics-westeurope.ppe.cognitiveservices.azure.com/text/analytics/v3.1-preview.3/entities/health/jobs/8a2f306b-e9cb-4f69-9e22-f6062366e859",
+ "x-content-type-options" : "nosniff",
+ "apim-request-id" : "60dc22a2-ecd8-469a-af9f-8b1a37e5bd9c",
+ "retry-after" : "0",
+ "StatusCode" : "202",
+ "Date" : "Fri, 06 Nov 2020 03:33:18 GMT"
+ },
+ "Exception" : null
+ }, {
+ "Method" : "GET",
+ "Uri" : "https://REDACTED.ppe.cognitiveservices.azure.com/text/analytics/v3.1-preview.3//entities/health/jobs/8a2f306b-e9cb-4f69-9e22-f6062366e859",
+ "Headers" : {
+ "User-Agent" : "azsdk-java-azure-ai-textanalytics/5.1.0-beta.3 (11.0.4; Windows 10; 10.0)",
+ "x-ms-client-request-id" : "2c9e8a83-4635-4f7c-9ab5-1775ae64e80a",
+ "Content-Type" : "application/json"
+ },
+ "Response" : {
+ "Transfer-Encoding" : "chunked",
+ "x-envoy-upstream-service-time" : "17",
+ "Strict-Transport-Security" : "max-age=31536000; includeSubDomains; preload",
+ "x-content-type-options" : "nosniff",
+ "apim-request-id" : "566c9c43-d5da-4966-a89a-bf02cad3f06a",
+ "retry-after" : "0",
+ "StatusCode" : "200",
+ "Body" : "{\"jobId\":\"8a2f306b-e9cb-4f69-9e22-f6062366e859\",\"lastUpdateDateTime\":\"2020-11-06T03:33:18Z\",\"createdDateTime\":\"2020-11-06T03:33:18Z\",\"expirationDateTime\":\"2020-11-07T03:33:18Z\",\"status\":\"notStarted\",\"errors\":[]}",
+ "Date" : "Fri, 06 Nov 2020 03:33:18 GMT",
+ "Content-Type" : "application/json; charset=utf-8"
+ },
+ "Exception" : null
+ }, {
+ "Method" : "GET",
+ "Uri" : "https://REDACTED.ppe.cognitiveservices.azure.com/text/analytics/v3.1-preview.3//entities/health/jobs/8a2f306b-e9cb-4f69-9e22-f6062366e859",
+ "Headers" : {
+ "User-Agent" : "azsdk-java-azure-ai-textanalytics/5.1.0-beta.3 (11.0.4; Windows 10; 10.0)",
+ "x-ms-client-request-id" : "6e99eb4e-52da-40fc-b7ed-2768b0b957d3",
+ "Content-Type" : "application/json"
+ },
+ "Response" : {
+ "Transfer-Encoding" : "chunked",
+ "x-envoy-upstream-service-time" : "177",
+ "Strict-Transport-Security" : "max-age=31536000; includeSubDomains; preload",
+ "x-content-type-options" : "nosniff",
+ "apim-request-id" : "f077ca6b-d706-407d-9db4-f2dc86813219",
+ "retry-after" : "0",
+ "StatusCode" : "200",
+ "Body" : "{\"jobId\":\"8a2f306b-e9cb-4f69-9e22-f6062366e859\",\"lastUpdateDateTime\":\"2020-11-06T03:33:21Z\",\"createdDateTime\":\"2020-11-06T03:33:18Z\",\"expirationDateTime\":\"2020-11-07T03:33:18Z\",\"status\":\"succeeded\",\"errors\":[],\"results\":{\"documents\":[{\"id\":\"0\",\"statistics\":{\"charactersCount\":105,\"transactionsCount\":1},\"entities\":[{\"offset\":17,\"length\":11,\"text\":\"54-year-old\",\"category\":\"Age\",\"confidenceScore\":1.0,\"isNegated\":false},{\"offset\":29,\"length\":9,\"text\":\"gentleman\",\"category\":\"Gender\",\"confidenceScore\":1.0,\"isNegated\":false,\"links\":[{\"dataSource\":\"UMLS\",\"id\":\"C0025266\"},{\"dataSource\":\"AOD\",\"id\":\"0000026918\"},{\"dataSource\":\"CHV\",\"id\":\"0000007919\"},{\"dataSource\":\"LCH\",\"id\":\"U002897\"},{\"dataSource\":\"LCH_NW\",\"id\":\"sh85083510\"},{\"dataSource\":\"MEDLINEPLUS\",\"id\":\"24\"},{\"dataSource\":\"MSH\",\"id\":\"D008571\"},{\"dataSource\":\"NCI\",\"id\":\"C14366\"},{\"dataSource\":\"PSY\",\"id\":\"30625\"},{\"dataSource\":\"SNOMEDCT_US\",\"id\":\"339947000\"}]},{\"offset\":57,\"length\":11,\"text\":\"progressive\",\"category\":\"ConditionQualifier\",\"confidenceScore\":0.91,\"isNegated\":false},{\"offset\":69,\"length\":6,\"text\":\"angina\",\"category\":\"SymptomOrSign\",\"confidenceScore\":0.81,\"isNegated\":false,\"links\":[{\"dataSource\":\"UMLS\",\"id\":\"C0002962\"},{\"dataSource\":\"AOD\",\"id\":\"0000005330\"},{\"dataSource\":\"BI\",\"id\":\"BI00047\"},{\"dataSource\":\"CCPSS\",\"id\":\"1017852\"},{\"dataSource\":\"CCS\",\"id\":\"7.2.4.1\"},{\"dataSource\":\"CHV\",\"id\":\"0000001165\"},{\"dataSource\":\"COSTAR\",\"id\":\"054\"},{\"dataSource\":\"CSP\",\"id\":\"1393-3407\"},{\"dataSource\":\"CST\",\"id\":\"ANGINA PECTORIS\"},{\"dataSource\":\"DXP\",\"id\":\"U000113\"},{\"dataSource\":\"HPO\",\"id\":\"HP:0001681\"},{\"dataSource\":\"ICD10\",\"id\":\"I20.9\"},{\"dataSource\":\"ICD10AM\",\"id\":\"I20.9\"},{\"dataSource\":\"ICD10CM\",\"id\":\"I20.9\"},{\"dataSource\":\"ICD9CM\",\"id\":\"413\"},{\"dataSource\":\"ICPC\",\"id\":\"K74\"},{\"dataSource\":\"ICPC2EENG\",\"id\":\"K74\"},{\"dataSource\":\"ICPC2ICD10ENG\",\"id\":\"MTHU006338\"},{\"dataSource\":\"ICPC2P\",\"id\":\"K74001\"},{\"dataSource\":\"LCH\",\"id\":\"U000244\"},{\"dataSource\":\"LCH_NW\",\"id\":\"sh85005022\"},{\"dataSource\":\"LNC\",\"id\":\"LA14275-4\"},{\"dataSource\":\"MDR\",\"id\":\"10002383\"},{\"dataSource\":\"MEDCIN\",\"id\":\"33215\"},{\"dataSource\":\"MEDLINEPLUS\",\"id\":\"142\"},{\"dataSource\":\"MSH\",\"id\":\"D000787\"},{\"dataSource\":\"MTH\",\"id\":\"053\"},{\"dataSource\":\"MTHICD9\",\"id\":\"413.9\"},{\"dataSource\":\"MTHICPC2EAE\",\"id\":\"K74\"},{\"dataSource\":\"NCI\",\"id\":\"C51221\"},{\"dataSource\":\"NCI_CTCAE\",\"id\":\"E10110\"},{\"dataSource\":\"NCI_FDA\",\"id\":\"1710\"},{\"dataSource\":\"NCI_NICHD\",\"id\":\"C51221\"},{\"dataSource\":\"NOC\",\"id\":\"040504\"},{\"dataSource\":\"OMIM\",\"id\":\"MTHU009903\"},{\"dataSource\":\"OMS\",\"id\":\"29.13\"},{\"dataSource\":\"PCDS\",\"id\":\"PRB_02040.07\"},{\"dataSource\":\"PSY\",\"id\":\"02530\"},{\"dataSource\":\"QMR\",\"id\":\"Q0300326\"},{\"dataSource\":\"RCD\",\"id\":\"G33..\"},{\"dataSource\":\"RCDAE\",\"id\":\"Ua1eH\"},{\"dataSource\":\"SNM\",\"id\":\"F-71500\"},{\"dataSource\":\"SNMI\",\"id\":\"D3-12000\"},{\"dataSource\":\"SNOMEDCT_US\",\"id\":\"194828000\"},{\"dataSource\":\"WHO\",\"id\":\"0422\"}]},{\"offset\":85,\"length\":19,\"text\":\"past several 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+ "Date" : "Fri, 06 Nov 2020 03:33:24 GMT",
+ "Content-Type" : "application/json; charset=utf-8"
+ },
+ "Exception" : null
+ } ],
+ "variables" : [ ]
+}
\ No newline at end of file
diff --git a/sdk/textanalytics/azure-ai-textanalytics/src/test/resources/session-records/TextAnalyticsAsyncClientTest.healthcareLroPagination[1].json b/sdk/textanalytics/azure-ai-textanalytics/src/test/resources/session-records/TextAnalyticsAsyncClientTest.healthcareLroPagination[1].json
new file mode 100644
index 0000000000000..074868247ed65
--- /dev/null
+++ b/sdk/textanalytics/azure-ai-textanalytics/src/test/resources/session-records/TextAnalyticsAsyncClientTest.healthcareLroPagination[1].json
@@ -0,0 +1,87 @@
+{
+ "networkCallRecords" : [ {
+ "Method" : "POST",
+ "Uri" : "https://REDACTED.ppe.cognitiveservices.azure.com/text/analytics/v3.1-preview.3//entities/health/jobs?stringIndexType=Utf16CodeUnit",
+ "Headers" : {
+ "User-Agent" : "azsdk-java-azure-ai-textanalytics/5.1.0-beta.3 (11.0.4; Windows 10; 10.0)",
+ "x-ms-client-request-id" : "424dea68-9979-42f5-a221-bf08964b9a98",
+ "Content-Type" : "application/json"
+ },
+ "Response" : {
+ "Transfer-Encoding" : "chunked",
+ "x-envoy-upstream-service-time" : "609",
+ "Strict-Transport-Security" : "max-age=31536000; includeSubDomains; preload",
+ "operation-location" : "https://textanalytics-westeurope.ppe.cognitiveservices.azure.com/text/analytics/v3.1-preview.3/entities/health/jobs/53ce03b8-7235-4ed5-bbc4-50792d9f8fb5",
+ "x-content-type-options" : "nosniff",
+ "apim-request-id" : "2af6d208-fee3-4b01-a6ac-3f34c9d8e9d3",
+ "retry-after" : "0",
+ "StatusCode" : "202",
+ "Date" : "Fri, 06 Nov 2020 03:55:17 GMT"
+ },
+ "Exception" : null
+ }, {
+ "Method" : "GET",
+ "Uri" : "https://REDACTED.ppe.cognitiveservices.azure.com/text/analytics/v3.1-preview.3//entities/health/jobs/53ce03b8-7235-4ed5-bbc4-50792d9f8fb5?showStats=true",
+ "Headers" : {
+ "User-Agent" : "azsdk-java-azure-ai-textanalytics/5.1.0-beta.3 (11.0.4; Windows 10; 10.0)",
+ "x-ms-client-request-id" : "765e131e-c2c5-4a99-b016-9eaeafe9d2b1",
+ "Content-Type" : "application/json"
+ },
+ "Response" : {
+ "Transfer-Encoding" : "chunked",
+ "x-envoy-upstream-service-time" : "299",
+ "Strict-Transport-Security" : "max-age=31536000; includeSubDomains; preload",
+ "x-content-type-options" : "nosniff",
+ "apim-request-id" : "6a8d6b37-4c95-44ac-8fef-8436083496a1",
+ "retry-after" : "0",
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+ "Date" : "Fri, 06 Nov 2020 03:55:24 GMT",
+ "Content-Type" : "application/json; charset=utf-8"
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+}
\ No newline at end of file
diff --git a/sdk/textanalytics/azure-ai-textanalytics/src/test/resources/session-records/TextAnalyticsAsyncClientTest.healthcareLroWithOptions[1].json b/sdk/textanalytics/azure-ai-textanalytics/src/test/resources/session-records/TextAnalyticsAsyncClientTest.healthcareLroWithOptions[1].json
new file mode 100644
index 0000000000000..42a8b1567d4c9
--- /dev/null
+++ b/sdk/textanalytics/azure-ai-textanalytics/src/test/resources/session-records/TextAnalyticsAsyncClientTest.healthcareLroWithOptions[1].json
@@ -0,0 +1,66 @@
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"{\"jobId\":\"c080ea91-e433-442c-93a6-668f7259d6c7\",\"lastUpdateDateTime\":\"2020-11-06T03:33:41Z\",\"createdDateTime\":\"2020-11-06T03:33:38Z\",\"expirationDateTime\":\"2020-11-07T03:33:38Z\",\"status\":\"succeeded\",\"errors\":[],\"results\":{\"statistics\":{\"documentsCount\":2,\"validDocumentsCount\":2,\"erroneousDocumentsCount\":0,\"transactionsCount\":2},\"documents\":[{\"id\":\"0\",\"statistics\":{\"charactersCount\":105,\"transactionsCount\":1},\"entities\":[{\"offset\":17,\"length\":11,\"text\":\"54-year-old\",\"category\":\"Age\",\"confidenceScore\":1.0,\"isNegated\":false},{\"offset\":29,\"length\":9,\"text\":\"gentleman\",\"category\":\"Gender\",\"confidenceScore\":1.0,\"isNegated\":false,\"links\":[{\"dataSource\":\"UMLS\",\"id\":\"C0025266\"},{\"dataSource\":\"AOD\",\"id\":\"0000026918\"},{\"dataSource\":\"CHV\",\"id\":\"0000007919\"},{\"dataSource\":\"LCH\",\"id\":\"U002897\"},{\"dataSource\":\"LCH_NW\",\"id\":\"sh85083510\"},{\"dataSource\":\"MEDLINEPLUS\",\"id\":\"24\"},{\"dataSource\":\"MSH\",\"id\":\"D008571\"},{\"dataSource\":\"NCI\",\"id\":\"C14366\"},{\"dataSource\":\"PSY\",\"id\":\"30625\"},{\"dataSource\":\"SNOMEDCT_US\",\"id\":\"339947000\"}]},{\"offset\":57,\"length\":11,\"text\":\"progressive\",\"category\":\"ConditionQualifier\",\"confidenceScore\":0.91,\"isNegated\":false},{\"offset\":69,\"length\":6,\"text\":\"angina\",\"category\":\"SymptomOrSign\",\"confidenceScore\":0.81,\"isNegated\":false,\"links\":[{\"dataSource\":\"UMLS\",\"id\":\"C0002962\"},{\"dataSource\":\"AOD\",\"id\":\"0000005330\"},{\"dataSource\":\"BI\",\"id\":\"BI00047\"},{\"dataSource\":\"CCPSS\",\"id\":\"1017852\"},{\"dataSource\":\"CCS\",\"id\":\"7.2.4.1\"},{\"dataSource\":\"CHV\",\"id\":\"0000001165\"},{\"dataSource\":\"COSTAR\",\"id\":\"054\"},{\"dataSource\":\"CSP\",\"id\":\"1393-3407\"},{\"dataSource\":\"CST\",\"id\":\"ANGINA 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+ "Date" : "Fri, 06 Nov 2020 03:33:44 GMT",
+ "Content-Type" : "application/json; charset=utf-8"
+ },
+ "Exception" : null
+ } ],
+ "variables" : [ ]
+}
\ No newline at end of file
diff --git a/sdk/textanalytics/azure-ai-textanalytics/src/test/resources/session-records/TextAnalyticsClientTest.cancelHealthcareLroRunner[1].json b/sdk/textanalytics/azure-ai-textanalytics/src/test/resources/session-records/TextAnalyticsClientTest.cancelHealthcareLroRunner[1].json
new file mode 100644
index 0000000000000..00a369f3fe461
--- /dev/null
+++ b/sdk/textanalytics/azure-ai-textanalytics/src/test/resources/session-records/TextAnalyticsClientTest.cancelHealthcareLroRunner[1].json
@@ -0,0 +1,86 @@
+{
+ "networkCallRecords" : [ {
+ "Method" : "POST",
+ "Uri" : "https://REDACTED.ppe.cognitiveservices.azure.com/text/analytics/v3.1-preview.3//entities/health/jobs?stringIndexType=Utf16CodeUnit",
+ "Headers" : {
+ "User-Agent" : "azsdk-java-azure-ai-textanalytics/5.1.0-beta.3 (11.0.4; Windows 10; 10.0)",
+ "x-ms-client-request-id" : "2c872c73-33ea-484f-b30c-c48a7a46aa2d",
+ "Content-Type" : "application/json"
+ },
+ "Response" : {
+ "Transfer-Encoding" : "chunked",
+ "x-envoy-upstream-service-time" : "260",
+ "Strict-Transport-Security" : "max-age=31536000; includeSubDomains; preload",
+ "operation-location" : "https://textanalytics-westeurope.ppe.cognitiveservices.azure.com/text/analytics/v3.1-preview.3/entities/health/jobs/ad1a47ff-192d-45d4-be5b-2bd8cceca3ac",
+ "x-content-type-options" : "nosniff",
+ "apim-request-id" : "7274aeea-cfc5-45d1-ad54-309fc8343cce",
+ "retry-after" : "0",
+ "StatusCode" : "202",
+ "Date" : "Fri, 06 Nov 2020 03:32:22 GMT"
+ },
+ "Exception" : null
+ }, {
+ "Method" : "GET",
+ "Uri" : "https://REDACTED.ppe.cognitiveservices.azure.com/text/analytics/v3.1-preview.3//entities/health/jobs/ad1a47ff-192d-45d4-be5b-2bd8cceca3ac",
+ "Headers" : {
+ "User-Agent" : "azsdk-java-azure-ai-textanalytics/5.1.0-beta.3 (11.0.4; Windows 10; 10.0)",
+ "x-ms-client-request-id" : "09a5f812-70af-4a51-8da7-5b298a36773a",
+ "Content-Type" : "application/json"
+ },
+ "Response" : {
+ "Transfer-Encoding" : "chunked",
+ "x-envoy-upstream-service-time" : "12",
+ "Strict-Transport-Security" : "max-age=31536000; includeSubDomains; preload",
+ "x-content-type-options" : "nosniff",
+ "apim-request-id" : "61635608-a8b7-4210-b43b-2134939a3487",
+ "retry-after" : "0",
+ "StatusCode" : "200",
+ "Body" : "{\"jobId\":\"ad1a47ff-192d-45d4-be5b-2bd8cceca3ac\",\"lastUpdateDateTime\":\"2020-11-06T03:32:23Z\",\"createdDateTime\":\"2020-11-06T03:32:23Z\",\"expirationDateTime\":\"2020-11-07T03:32:23Z\",\"status\":\"notStarted\",\"errors\":[]}",
+ "Date" : "Fri, 06 Nov 2020 03:32:22 GMT",
+ "Content-Type" : "application/json; charset=utf-8"
+ },
+ "Exception" : null
+ }, {
+ "Method" : "DELETE",
+ "Uri" : "https://REDACTED.ppe.cognitiveservices.azure.com/text/analytics/v3.1-preview.3//entities/health/jobs/ad1a47ff-192d-45d4-be5b-2bd8cceca3ac",
+ "Headers" : {
+ "User-Agent" : "azsdk-java-azure-ai-textanalytics/5.1.0-beta.3 (11.0.4; Windows 10; 10.0)",
+ "x-ms-client-request-id" : "7c5930d6-64c1-4d5d-8f20-1fed499a2123",
+ "Content-Type" : "application/json"
+ },
+ "Response" : {
+ "Transfer-Encoding" : "chunked",
+ "x-envoy-upstream-service-time" : "18",
+ "Strict-Transport-Security" : "max-age=31536000; includeSubDomains; preload",
+ "operation-location" : "https://textanalytics-westeurope.ppe.cognitiveservices.azure.com/text/analytics/v3.1-preview.3/entities/health/jobs/ad1a47ff-192d-45d4-be5b-2bd8cceca3ac",
+ "x-content-type-options" : "nosniff",
+ "apim-request-id" : "0dfbe65e-989d-4bb0-b75d-888ad59aa4ed",
+ "retry-after" : "0",
+ "StatusCode" : "202",
+ "Date" : "Fri, 06 Nov 2020 03:32:24 GMT"
+ },
+ "Exception" : null
+ }, {
+ "Method" : "GET",
+ "Uri" : "https://REDACTED.ppe.cognitiveservices.azure.com/text/analytics/v3.1-preview.3//entities/health/jobs/ad1a47ff-192d-45d4-be5b-2bd8cceca3ac",
+ "Headers" : {
+ "User-Agent" : "azsdk-java-azure-ai-textanalytics/5.1.0-beta.3 (11.0.4; Windows 10; 10.0)",
+ "x-ms-client-request-id" : "1a07bdd8-2fd1-4c61-8766-60e5b9519832",
+ "Content-Type" : "application/json"
+ },
+ "Response" : {
+ "Transfer-Encoding" : "chunked",
+ "x-envoy-upstream-service-time" : "8",
+ "Strict-Transport-Security" : "max-age=31536000; includeSubDomains; preload",
+ "x-content-type-options" : "nosniff",
+ "apim-request-id" : "1392a184-a944-43ad-bece-e66d77ddfc22",
+ "retry-after" : "0",
+ "StatusCode" : "200",
+ "Body" : "{\"jobId\":\"ad1a47ff-192d-45d4-be5b-2bd8cceca3ac\",\"lastUpdateDateTime\":\"2020-11-06T03:32:24Z\",\"createdDateTime\":\"2020-11-06T03:32:23Z\",\"expirationDateTime\":\"2020-11-07T03:32:23Z\",\"status\":\"cancelled\",\"errors\":[]}",
+ "Date" : "Fri, 06 Nov 2020 03:32:29 GMT",
+ "Content-Type" : "application/json; charset=utf-8"
+ },
+ "Exception" : null
+ } ],
+ "variables" : [ ]
+}
\ No newline at end of file
diff --git a/sdk/textanalytics/azure-ai-textanalytics/src/test/resources/session-records/TextAnalyticsClientTest.healthcareLroPagination[1].json b/sdk/textanalytics/azure-ai-textanalytics/src/test/resources/session-records/TextAnalyticsClientTest.healthcareLroPagination[1].json
new file mode 100644
index 0000000000000..90165a3aa594c
--- /dev/null
+++ b/sdk/textanalytics/azure-ai-textanalytics/src/test/resources/session-records/TextAnalyticsClientTest.healthcareLroPagination[1].json
@@ -0,0 +1,108 @@
+{
+ "networkCallRecords" : [ {
+ "Method" : "POST",
+ "Uri" : "https://REDACTED.ppe.cognitiveservices.azure.com/text/analytics/v3.1-preview.3//entities/health/jobs?stringIndexType=Utf16CodeUnit",
+ "Headers" : {
+ "User-Agent" : "azsdk-java-azure-ai-textanalytics/5.1.0-beta.3 (11.0.4; Windows 10; 10.0)",
+ "x-ms-client-request-id" : "cfc19316-0bc9-4a22-9ff3-d4ef48037db6",
+ "Content-Type" : "application/json"
+ },
+ "Response" : {
+ "Transfer-Encoding" : "chunked",
+ "x-envoy-upstream-service-time" : "485",
+ "Strict-Transport-Security" : "max-age=31536000; includeSubDomains; preload",
+ "operation-location" : "https://textanalytics-westeurope.ppe.cognitiveservices.azure.com/text/analytics/v3.1-preview.3/entities/health/jobs/05aeeb04-4694-48f2-851e-3c3952d3ebe0",
+ "x-content-type-options" : "nosniff",
+ "apim-request-id" : "cc2def20-e97d-4f94-8e42-9aa6b29fa3d0",
+ "retry-after" : "0",
+ "StatusCode" : "202",
+ "Date" : "Fri, 06 Nov 2020 03:20:02 GMT"
+ },
+ "Exception" : null
+ }, {
+ "Method" : "GET",
+ "Uri" : "https://REDACTED.ppe.cognitiveservices.azure.com/text/analytics/v3.1-preview.3//entities/health/jobs/05aeeb04-4694-48f2-851e-3c3952d3ebe0?showStats=true",
+ "Headers" : {
+ "User-Agent" : "azsdk-java-azure-ai-textanalytics/5.1.0-beta.3 (11.0.4; Windows 10; 10.0)",
+ "x-ms-client-request-id" : "d62adfa5-bb49-45f7-85f8-88fea9db66b5",
+ "Content-Type" : "application/json"
+ },
+ "Response" : {
+ "Transfer-Encoding" : "chunked",
+ "x-envoy-upstream-service-time" : "6",
+ "Strict-Transport-Security" : "max-age=31536000; includeSubDomains; preload",
+ "x-content-type-options" : "nosniff",
+ "apim-request-id" : "054c373b-bd07-41d3-a45c-f9d731dac166",
+ "retry-after" : "0",
+ "StatusCode" : "200",
+ "Body" : "{\"jobId\":\"05aeeb04-4694-48f2-851e-3c3952d3ebe0\",\"lastUpdateDateTime\":\"2020-11-06T03:20:03Z\",\"createdDateTime\":\"2020-11-06T03:20:03Z\",\"expirationDateTime\":\"2020-11-07T03:20:03Z\",\"status\":\"notStarted\",\"errors\":[]}",
+ "Date" : "Fri, 06 Nov 2020 03:20:08 GMT",
+ "Content-Type" : "application/json; charset=utf-8"
+ },
+ "Exception" : null
+ }, {
+ "Method" : "GET",
+ "Uri" : "https://REDACTED.ppe.cognitiveservices.azure.com/text/analytics/v3.1-preview.3//entities/health/jobs/05aeeb04-4694-48f2-851e-3c3952d3ebe0?showStats=true",
+ "Headers" : {
+ "User-Agent" : "azsdk-java-azure-ai-textanalytics/5.1.0-beta.3 (11.0.4; Windows 10; 10.0)",
+ "x-ms-client-request-id" : "04a8923e-8174-4287-b1c2-59ff4bb98972",
+ "Content-Type" : "application/json"
+ },
+ "Response" : {
+ "Transfer-Encoding" : "chunked",
+ "x-envoy-upstream-service-time" : "262",
+ "Strict-Transport-Security" : "max-age=31536000; includeSubDomains; preload",
+ "x-content-type-options" : "nosniff",
+ "apim-request-id" : "31efd084-2c0a-419f-81b9-31f432671106",
+ "retry-after" : "0",
+ "StatusCode" : "200",
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+}
\ No newline at end of file
diff --git a/sdk/textanalytics/azure-ai-textanalytics/src/test/resources/session-records/TextAnalyticsClientTest.healthcareLroWithOptions[1].json b/sdk/textanalytics/azure-ai-textanalytics/src/test/resources/session-records/TextAnalyticsClientTest.healthcareLroWithOptions[1].json
new file mode 100644
index 0000000000000..09b755ae0f093
--- /dev/null
+++ b/sdk/textanalytics/azure-ai-textanalytics/src/test/resources/session-records/TextAnalyticsClientTest.healthcareLroWithOptions[1].json
@@ -0,0 +1,87 @@
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