public async Task RecognizeHealthcareEntitiesBatchConvenienceWithStatisticsTest()
{
TextAnalyticsClient client = GetClient();
var documents = batchConvenienceDocuments;
HealthcareOptions options = new HealthcareOptions()
{
IncludeStatistics = true
};
AnalyzeHealthcareEntitiesOperation operation = await client.StartHealthcareBatchAsync(documents, "en", options);
await operation.WaitForCompletionAsync(PollingInterval);
RecognizeHealthcareEntitiesResultCollection resultCollection = operation.Value;
Assert.AreEqual(documents.Count, resultCollection.Statistics.DocumentCount);
Assert.AreEqual(48, resultCollection[0].Statistics.Value.CharacterCount);
Assert.AreEqual(1, resultCollection[0].Statistics.Value.TransactionCount);
Assert.Greater(resultCollection.Statistics.DocumentCount, 0);
Assert.AreEqual(2, resultCollection.Statistics.DocumentCount);
Assert.AreEqual(2, resultCollection.Statistics.TransactionCount);
Assert.AreEqual(0, resultCollection.Statistics.InvalidDocumentCount);
Assert.AreEqual(2, resultCollection.Statistics.ValidDocumentCount);
}
public async Task RecognizeHealthcareEntitiesBatchWithPagination()
{
TextAnalyticsClient client = GetClient();
string document = @"RECORD #333582770390100 | MH | 85986313 | | 054351 | 2/14/2001 12:00:00 AM | CORONARY ARTERY DISEASE.";
var list = new List <string>();
for (int i = 0; i < 10; i++)
{
list.Add(document);
}
;
HealthcareOptions options = new HealthcareOptions()
{
Top = 2
};
AnalyzeHealthcareEntitiesOperation healthOperation = await client.StartHealthcareBatchAsync(list, "en", options);
AsyncPageable <DocumentHealthcareResult> results = client.GetHealthcareEntities(healthOperation);
int resultCount = 0;
await foreach (DocumentHealthcareResult result in results)
{
resultCount += 1;
}
Assert.AreEqual(10, resultCount);
}
public async Task RecognizeHealthcareEntitiesWithTopParameter()
{
TextAnalyticsClient client = GetClient();
HealthcareOptions options = new HealthcareOptions()
{
Top = 1
};
AnalyzeHealthcareEntitiesOperation operation = await client.StartHealthcareBatchAsync(batchDocuments, options);
await operation.WaitForCompletionAsync(PollingInterval);
RecognizeHealthcareEntitiesResultCollection resultCollection = operation.Value;
Assert.AreEqual(1, resultCollection.Count);
Assert.AreEqual(3, resultCollection[0].Entities.Count);
Assert.IsNotNull(resultCollection[0].Id);
Assert.AreEqual("1", resultCollection[0].Id);
Assert.AreEqual("100mg", resultCollection[0].Entities.FirstOrDefault().Text);
Assert.AreEqual("Dosage", resultCollection[0].Entities.FirstOrDefault().Category);
}
public async Task RecognizeHealthcareEntitiesBatchWithStatisticsTest()
{
TextAnalyticsClient client = GetClient();
var documents = batchDocuments;
HealthcareOptions options = new HealthcareOptions()
{
IncludeStatistics = true
};
HealthcareOperation operation = await client.StartHealthcareBatchAsync(documents, options);
await operation.WaitForCompletionAsync();
RecognizeHealthcareEntitiesResultCollection resultCollection = operation.Value;
Assert.AreEqual(2, resultCollection.Count);
Assert.AreEqual(2, resultCollection.Statistics.DocumentCount);
Assert.AreEqual(2, resultCollection.Statistics.TransactionCount);
Assert.AreEqual(0, resultCollection.Statistics.InvalidDocumentCount);
}
public async Task HealthcareAsyncPagination()
{
string endpoint = TestEnvironment.Endpoint;
string apiKey = TestEnvironment.ApiKey;
var client = new TextAnalyticsClient(new Uri(endpoint), new AzureKeyCredential(apiKey));
#region Snippet:TextAnalyticsSampleHealthcareAsyncPagination
string document = @"RECORD #333582770390100 | MH | 85986313 | | 054351 | 2/14/2001 12:00:00 AM | CORONARY ARTERY DISEASE.";
var list = new List <string>();
for (int i = 0; i < 10; i++)
{
list.Add(document);
}
;
HealthcareOptions options = new HealthcareOptions()
{
Top = 2
};
HealthcareOperation healthOperation = await client.StartHealthcareBatchAsync(list, "en", options);
AsyncPageable <DocumentHealthcareResult> results = client.GetHealthcareEntities(healthOperation);
Console.WriteLine($"Results of Azure Text Analytics \"Healthcare Async\"");
Console.WriteLine("");
int resultCount = 0;
await foreach (DocumentHealthcareResult result in results)
{
resultCount += 1;
}
Console.WriteLine("resultCount " + resultCount);
}
public async Task RecognizeHealthcareEntitiesWithSkipParameter()
{
TextAnalyticsClient client = GetClient();
HealthcareOptions options = new HealthcareOptions()
{
Skip = 1
};
HealthcareOperation operation = await client.StartHealthcareBatchAsync(batchDocuments, options);
await operation.WaitForCompletionAsync(PollingInterval);
RecognizeHealthcareEntitiesResultCollection resultCollection = operation.Value;
Assert.IsNotNull(resultCollection[0].TextAnalyticsError);
Assert.IsNotNull(resultCollection[0].Warnings);
Assert.AreEqual(1, resultCollection.Count);
Assert.AreEqual(6, resultCollection[0].Entities.Count);
Assert.IsNotNull(resultCollection[0].Id);
Assert.AreEqual("2", resultCollection[0].Id);
Assert.AreEqual("rapid", resultCollection[0].Entities.FirstOrDefault().Text);
Assert.AreEqual("SymptomOrSign", resultCollection[0].Entities.FirstOrDefault().Category);
}
public async Task HealthcareBatchAsync()
{
string endpoint = TestEnvironment.Endpoint;
string apiKey = TestEnvironment.ApiKey;
var client = new TextAnalyticsClient(new Uri(endpoint), new AzureKeyCredential(apiKey));
#region Snippet:TextAnalyticsSampleHealthcareBatchAsync
string document = @"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.";
List <string> batchInput = new List <string>()
{
document,
document,
};
HealthcareOptions options = new HealthcareOptions()
{
Top = 1,
Skip = 0,
IncludeStatistics = true
};
HealthcareOperation healthOperation = await client.StartHealthcareBatchAsync(batchInput, "en", options);
await healthOperation.WaitForCompletionAsync();
RecognizeHealthcareEntitiesResultCollection results = healthOperation.Value;
Console.WriteLine($"Results of Azure Text Analytics \"Healthcare Async\" Model, version: \"{results.ModelVersion}\"");
Console.WriteLine("");
foreach (DocumentHealthcareResult result in results)
{
Console.WriteLine($" Recognized the following {result.Entities.Count} healthcare entities:");
foreach (HealthcareEntity entity in result.Entities)
{
Console.WriteLine($" Entity: {entity.Text}");
Console.WriteLine($" Subcategory: {entity.Subcategory}");
Console.WriteLine($" Offset: {entity.Offset}");
Console.WriteLine($" Length: {entity.Length}");
Console.WriteLine($" IsNegated: {entity.IsNegated}");
Console.WriteLine($" Links:");
foreach (HealthcareEntityLink healthcareEntityLink in entity.Links)
{
Console.WriteLine($" ID: {healthcareEntityLink.Id}");
Console.WriteLine($" DataSource: {healthcareEntityLink.DataSource}");
}
}
Console.WriteLine($" Document statistics:");
Console.WriteLine($" Character count (in Unicode graphemes): {result.Statistics.Value.CharacterCount}");
Console.WriteLine($" Transaction count: {result.Statistics.Value.TransactionCount}");
Console.WriteLine("");
}
Console.WriteLine($"Request statistics:");
Console.WriteLine($" Document Count: {results.Statistics.DocumentCount}");
Console.WriteLine($" Valid Document Count: {results.Statistics.ValidDocumentCount}");
Console.WriteLine($" Transaction Count: {results.Statistics.TransactionCount}");
Console.WriteLine($" Invalid Document Count: {results.Statistics.InvalidDocumentCount}");
Console.WriteLine("");
}
