public void AnalyzeHealthcareEntities()
{
// create a text analytics client
string endpoint = TestEnvironment.Endpoint;
string apiKey = TestEnvironment.ApiKey;
var client = new TextAnalyticsClient(new Uri(endpoint), new AzureKeyCredential(apiKey), CreateSampleOptions());
// get input documents
string document1 = @"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.";
string document2 = "Prescribed 100mg ibuprofen, taken twice daily.";
// prepare analyze operation input
List <TextDocumentInput> batchInput = new List <TextDocumentInput>()
{
new TextDocumentInput("1", document1)
{
Language = "en"
},
new TextDocumentInput("2", document2)
{
Language = "en"
},
};
AnalyzeHealthcareEntitiesOptions options = new AnalyzeHealthcareEntitiesOptions()
{
IncludeStatistics = true
};
// start analysis process
AnalyzeHealthcareEntitiesOperation healthOperation = client.StartAnalyzeHealthcareEntities(batchInput, options);
// wait for completion with manual polling
TimeSpan pollingInterval = new TimeSpan(1000);
while (true)
{
Console.WriteLine($"Status: {healthOperation.Status}");
healthOperation.UpdateStatus();
if (healthOperation.HasCompleted)
{
break;
}
Thread.Sleep(pollingInterval);
}
// view operation status
Console.WriteLine($"AnalyzeHealthcareEntities operation was completed");
Console.WriteLine($"Created On : {healthOperation.CreatedOn}");
Console.WriteLine($"Expires On : {healthOperation.ExpiresOn}");
Console.WriteLine($"Id : {healthOperation.Id}");
Console.WriteLine($"Status : {healthOperation.Status}");
Console.WriteLine($"Last Modified: {healthOperation.LastModified}");
// view operation results
foreach (AnalyzeHealthcareEntitiesResultCollection documentsInPage in healthOperation.GetValues())
{
Console.WriteLine($"Results of \"Healthcare\" Model, version: \"{documentsInPage.ModelVersion}\"");
Console.WriteLine("");
foreach (AnalyzeHealthcareEntitiesResult result in documentsInPage)
{
Console.WriteLine($" Recognized the following {result.Entities.Count} healthcare entities:");
// view recognized healthcare entities
foreach (HealthcareEntity entity in result.Entities)
{
Console.WriteLine($" Entity: {entity.Text}");
Console.WriteLine($" Category: {entity.Category}");
Console.WriteLine($" Offset: {entity.Offset}");
Console.WriteLine($" Length: {entity.Length}");
Console.WriteLine($" NormalizedText: {entity.NormalizedText}");
Console.WriteLine($" Links:");
// view entity data sources
foreach (EntityDataSource entityDataSource in entity.DataSources)
{
Console.WriteLine($" Entity ID in Data Source: {entityDataSource.EntityId}");
Console.WriteLine($" DataSource: {entityDataSource.Name}");
}
// view assertion
if (entity.Assertion != null)
{
Console.WriteLine($" Assertions:");
if (entity.Assertion?.Association != null)
{
Console.WriteLine($" Association: {entity.Assertion?.Association}");
}
if (entity.Assertion?.Certainty != null)
{
Console.WriteLine($" Certainty: {entity.Assertion?.Certainty}");
}
if (entity.Assertion?.Conditionality != null)
{
Console.WriteLine($" Conditionality: {entity.Assertion?.Conditionality}");
}
}
}
Console.WriteLine($" We found {result.EntityRelations.Count} relations in the current document:");
Console.WriteLine("");
// view recognized healthcare relations
foreach (HealthcareEntityRelation relations in result.EntityRelations)
{
Console.WriteLine($" Relation: {relations.RelationType}");
Console.WriteLine($" For this relation there are {relations.Roles.Count} roles");
// view relation roles
foreach (HealthcareEntityRelationRole role in relations.Roles)
{
Console.WriteLine($" Role Name: {role.Name}");
Console.WriteLine($" Associated Entity Text: {role.Entity.Text}");
Console.WriteLine($" Associated Entity Category: {role.Entity.Category}");
Console.WriteLine("");
}
Console.WriteLine("");
}
// current document statistics
Console.WriteLine($" Document statistics:");
Console.WriteLine($" Character count (in Unicode graphemes): {result.Statistics.CharacterCount}");
Console.WriteLine($" Transaction count: {result.Statistics.TransactionCount}");
Console.WriteLine("");
}
// view statistics about documents in current page
Console.WriteLine($"Request statistics:");
Console.WriteLine($" Document Count: {documentsInPage.Statistics.DocumentCount}");
Console.WriteLine($" Valid Document Count: {documentsInPage.Statistics.ValidDocumentCount}");
Console.WriteLine($" Transaction Count: {documentsInPage.Statistics.TransactionCount}");
Console.WriteLine($" Invalid Document Count: {documentsInPage.Statistics.InvalidDocumentCount}");
}
}
public async Task HealthcareBatch()
{
string endpoint = TestEnvironment.Endpoint;
string apiKey = TestEnvironment.ApiKey;
var client = new TextAnalyticsClient(new Uri(endpoint), new AzureKeyCredential(apiKey));
#region Snippet:TextAnalyticsSampleHealthcareBatch
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,
};
AnalyzeHealthcareEntitiesOptions options = new AnalyzeHealthcareEntitiesOptions()
{
IncludeStatistics = true
};
AnalyzeHealthcareEntitiesOperation healthOperation = client.StartAnalyzeHealthcareEntities(batchInput, "en", options);
await healthOperation.WaitForCompletionAsync();
foreach (AnalyzeHealthcareEntitiesResultCollection documentsInPage in healthOperation.GetValues())
{
Console.WriteLine($"Results of Azure Text Analytics \"Healthcare\" Model, version: \"{documentsInPage.ModelVersion}\"");
Console.WriteLine("");
foreach (AnalyzeHealthcareEntitiesResult result in documentsInPage)
{
Console.WriteLine($" Recognized the following {result.Entities.Count} healthcare entities:");
foreach (HealthcareEntity entity in result.Entities)
{
Console.WriteLine($" Entity: {entity.Text}");
Console.WriteLine($" Category: {entity.Category}");
Console.WriteLine($" Offset: {entity.Offset}");
Console.WriteLine($" Length: {entity.Length}");
Console.WriteLine($" Links:");
foreach (EntityDataSource entityDataSource in entity.DataSources)
{
Console.WriteLine($" Entity ID in Data Source: {entityDataSource.EntityId}");
Console.WriteLine($" DataSource: {entityDataSource.Name}");
}
}
Console.WriteLine($" Document statistics:");
Console.WriteLine($" Character count (in Unicode graphemes): {result.Statistics.CharacterCount}");
Console.WriteLine($" Transaction count: {result.Statistics.TransactionCount}");
Console.WriteLine("");
}
Console.WriteLine($"Request statistics:");
Console.WriteLine($" Document Count: {documentsInPage.Statistics.DocumentCount}");
Console.WriteLine($" Valid Document Count: {documentsInPage.Statistics.ValidDocumentCount}");
Console.WriteLine($" Transaction Count: {documentsInPage.Statistics.TransactionCount}");
Console.WriteLine($" Invalid Document Count: {documentsInPage.Statistics.InvalidDocumentCount}");
Console.WriteLine("");
}
}
public async Task Sample7_AnalyzeHealthcareEntitiesConvenienceAsync()
{
// create a text analytics client
string endpoint = TestEnvironment.Endpoint;
string apiKey = TestEnvironment.ApiKey;
var client = new TextAnalyticsClient(new Uri(endpoint), new AzureKeyCredential(apiKey));
#region Snippet:TextAnalyticsSampleHealthcareConvenienceAnalyzeDocumentsAsync
// get input documents
string document1 = @"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.";
string document2 = "Prescribed 100mg ibuprofen, taken twice daily.";
// prepare analyze operation input
List <string> batchInput = new List <string>()
{
document1,
document2,
string.Empty
};
var options = new AnalyzeHealthcareEntitiesOptions {
};
// start analysis process
AnalyzeHealthcareEntitiesOperation healthOperation = await client.StartAnalyzeHealthcareEntitiesAsync(batchInput, "en", options);
await healthOperation.WaitForCompletionAsync();
#endregion
#region Snippet:TextAnalyticsSampleHealthcareOperationStatus
// view operation status
Console.WriteLine($"Created On : {healthOperation.CreatedOn}");
Console.WriteLine($"Expires On : {healthOperation.ExpiresOn}");
Console.WriteLine($"Status : {healthOperation.Status}");
Console.WriteLine($"Last Modified: {healthOperation.LastModified}");
#endregion
#region Snippet:TextAnalyticsSampleHealthcareConvenienceAsyncViewResults
// view operation results
await foreach (AnalyzeHealthcareEntitiesResultCollection documentsInPage in healthOperation.Value)
{
Console.WriteLine($"Results of Azure Text Analytics \"Healthcare Async\" Model, version: \"{documentsInPage.ModelVersion}\"");
Console.WriteLine("");
foreach (AnalyzeHealthcareEntitiesResult entitiesInDoc in documentsInPage)
{
if (!entitiesInDoc.HasError)
{
foreach (var entity in entitiesInDoc.Entities)
{
// view recognized healthcare entities
Console.WriteLine($" Entity: {entity.Text}");
Console.WriteLine($" Category: {entity.Category}");
Console.WriteLine($" Offset: {entity.Offset}");
Console.WriteLine($" Length: {entity.Length}");
Console.WriteLine($" NormalizedText: {entity.NormalizedText}");
Console.WriteLine($" Links:");
// view entity data sources
foreach (EntityDataSource entityDataSource in entity.DataSources)
{
Console.WriteLine($" Entity ID in Data Source: {entityDataSource.EntityId}");
Console.WriteLine($" DataSource: {entityDataSource.Name}");
}
// view assertion
if (entity.Assertion != null)
{
Console.WriteLine($" Assertions:");
if (entity.Assertion?.Association != null)
{
Console.WriteLine($" Association: {entity.Assertion?.Association}");
}
if (entity.Assertion?.Certainty != null)
{
Console.WriteLine($" Certainty: {entity.Assertion?.Certainty}");
}
if (entity.Assertion?.Conditionality != null)
{
Console.WriteLine($" Conditionality: {entity.Assertion?.Conditionality}");
}
}
}
Console.WriteLine($" We found {entitiesInDoc.EntityRelations.Count} relations in the current document:");
Console.WriteLine("");
// view recognized healthcare relations
foreach (HealthcareEntityRelation relations in entitiesInDoc.EntityRelations)
{
Console.WriteLine($" Relation: {relations.RelationType}");
Console.WriteLine($" For this relation there are {relations.Roles.Count} roles");
// view relation roles
foreach (HealthcareEntityRelationRole role in relations.Roles)
{
Console.WriteLine($" Role Name: {role.Name}");
Console.WriteLine($" Associated Entity Text: {role.Entity.Text}");
Console.WriteLine($" Associated Entity Category: {role.Entity.Category}");
Console.WriteLine("");
}
Console.WriteLine("");
}
}
else
{
Console.WriteLine(" Error!");
Console.WriteLine($" Document error code: {entitiesInDoc.Error.ErrorCode}.");
Console.WriteLine($" Message: {entitiesInDoc.Error.Message}");
}
Console.WriteLine("");
}
}
#endregion
}
public async Task Sample7_AnalyzeHealthcareEntitiesBatchAsync()
{
string endpoint = TestEnvironment.Endpoint;
string apiKey = TestEnvironment.ApiKey;
var client = new TextAnalyticsClient(new Uri(endpoint), new AzureKeyCredential(apiKey));
#region Snippet:TextAnalyticsSampleHealthcareBatchAsync
string document1 = @"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.";
string document2 = "Prescribed 100mg ibuprofen, taken twice daily.";
List <TextDocumentInput> batchInput = new List <TextDocumentInput>()
{
new TextDocumentInput("1", document1)
{
Language = "en"
},
new TextDocumentInput("2", document2)
{
Language = "en"
},
new TextDocumentInput("3", string.Empty)
};
AnalyzeHealthcareEntitiesOptions options = new AnalyzeHealthcareEntitiesOptions()
{
IncludeStatistics = true
};
AnalyzeHealthcareEntitiesOperation healthOperation = await client.StartAnalyzeHealthcareEntitiesAsync(batchInput, options);
await healthOperation.WaitForCompletionAsync();
Console.WriteLine($"AnalyzeHealthcareEntities operation was completed");
Console.WriteLine($"Created On : {healthOperation.CreatedOn}");
Console.WriteLine($"Expires On : {healthOperation.ExpiresOn}");
Console.WriteLine($"Id : {healthOperation.Id}");
Console.WriteLine($"Status : {healthOperation.Status}");
Console.WriteLine($"Last Modified: {healthOperation.LastModified}");
foreach (AnalyzeHealthcareEntitiesResultCollection documentsInPage in healthOperation.GetValues())
{
Console.WriteLine($"Results of Azure Text Analytics \"Healthcare\" Model, version: \"{documentsInPage.ModelVersion}\"");
Console.WriteLine("");
int i = 0;
foreach (AnalyzeHealthcareEntitiesResult result in documentsInPage)
{
TextDocumentInput document = batchInput[i++];
Console.WriteLine($"On document (Id={document.Id}, Language=\"{document.Language}\"):");
if (result.HasError)
{
Console.WriteLine(" Error!");
Console.WriteLine($" Document error code: {result.Error.ErrorCode}.");
Console.WriteLine($" Message: {result.Error.Message}");
}
else
{
Console.WriteLine($" Recognized the following {result.Entities.Count} healthcare entities:");
foreach (HealthcareEntity entity in result.Entities)
{
Console.WriteLine($" Entity: {entity.Text}");
Console.WriteLine($" Category: {entity.Category}");
Console.WriteLine($" Offset: {entity.Offset}");
Console.WriteLine($" Length: {entity.Length}");
Console.WriteLine($" NormalizedText: {entity.NormalizedText}");
Console.WriteLine($" Links:");
foreach (EntityDataSource entityDataSource in entity.DataSources)
{
Console.WriteLine($" Entity ID in Data Source: {entityDataSource.EntityId}");
Console.WriteLine($" DataSource: {entityDataSource.Name}");
}
if (entity.Assertion != null)
{
Console.WriteLine($" Assertions:");
if (entity.Assertion?.Association != null)
{
Console.WriteLine($" Association: {entity.Assertion?.Association}");
}
if (entity.Assertion?.Certainty != null)
{
Console.WriteLine($" Certainty: {entity.Assertion?.Certainty}");
}
if (entity.Assertion?.Conditionality != null)
{
Console.WriteLine($" Conditionality: {entity.Assertion?.Conditionality}");
}
}
}
Console.WriteLine($" We found {result.EntityRelations.Count} relations in the current document:");
Console.WriteLine("");
foreach (HealthcareEntityRelation relations in result.EntityRelations)
{
Console.WriteLine($" Relation: {relations.RelationType}");
Console.WriteLine($" For this relation there are {relations.Roles.Count} roles");
foreach (HealthcareEntityRelationRole role in relations.Roles)
{
Console.WriteLine($" Role Name: {role.Name}");
Console.WriteLine($" Associated Entity Text: {role.Entity.Text}");
Console.WriteLine($" Associated Entity Category: {role.Entity.Category}");
Console.WriteLine("");
}
Console.WriteLine("");
}
Console.WriteLine("");
}
Console.WriteLine($"Batch operation statistics:");
Console.WriteLine($" Document count: {result.Statistics.CharacterCount}");
Console.WriteLine($" Valid document count: {result.Statistics.TransactionCount}");
Console.WriteLine("");
}
Console.WriteLine($"Batch operation statistics:");
Console.WriteLine($" Document count: {documentsInPage.Statistics.DocumentCount}");
Console.WriteLine($" Valid document count: {documentsInPage.Statistics.ValidDocumentCount}");
Console.WriteLine($" Invalid document count: {documentsInPage.Statistics.InvalidDocumentCount}");
Console.WriteLine($" Transaction count: {documentsInPage.Statistics.TransactionCount}");
Console.WriteLine("");
}
}
public abstract Task <AnalyzeHealthcareEntitiesOperation> StartAnalyzeHealthcareEntitiesAsync(IEnumerable <TextDocumentInput> documents, AnalyzeHealthcareEntitiesOptions options = default, CancellationToken cancellationToken = default);
public abstract AnalyzeHealthcareEntitiesOperation StartAnalyzeHealthcareEntities(IEnumerable <string> documents, string language = default, AnalyzeHealthcareEntitiesOptions options = default, CancellationToken cancellationToken = default);
public static async Task <IActionResult> Run(
[HttpTrigger(AuthorizationLevel.Function, "post", Route = null)] HttpRequest req,
ILogger log,
ExecutionContext executionContext)
{
string skillName = executionContext.FunctionName;
IEnumerable <WebApiRequestRecord> requestRecords = WebApiSkillHelpers.GetRequestRecords(req);
if (requestRecords == null)
{
return(new BadRequestObjectResult($"{skillName} - Invalid request record array."));
}
// Get Endpoint and access key from App Settings
string apiKey = Environment.GetEnvironmentVariable(textAnalyticsApiKeySetting, EnvironmentVariableTarget.Process);
string apiEndpoint = Environment.GetEnvironmentVariable(textAnalyticsApiEndpointSetting, EnvironmentVariableTarget.Process);
if (apiKey == null || apiEndpoint == null)
{
return(new BadRequestObjectResult($"{skillName} - TextAnalyticsForHealth API key or Endpoint is missing. Make sure to set it in the Environment Variables."));
}
var client = new TextAnalyticsClient(new Uri(apiEndpoint), new AzureKeyCredential(apiKey));
// Get a custom timeout from the header, if it exists. If not use the default timeout.
int timeout;
if (!int.TryParse(req.Headers["timeout"].ToString(), out timeout))
{
timeout = defaultTimeout;
}
timeout = Math.Clamp(timeout - timeoutBuffer, 1, maxTimeout - timeoutBuffer);
var timeoutMiliseconds = timeout * 1000;
var timeoutTask = Task.Delay(timeoutMiliseconds);
// Get a custom default language, if none is provided, use english
string defaultLanguage = req.Headers.ContainsKey("defaultLanguageCode")? req.Headers["defaultLanguageCode"].ToString(): "en";
WebApiSkillResponse response = await WebApiSkillHelpers.ProcessRequestRecordsAsync(skillName, requestRecords,
async (inRecord, outRecord) => {
if (timeoutTask.IsCompleted)
{
// The time limit for all the skills has been met
outRecord.Errors.Add(new WebApiErrorWarningContract
{
Message = "TextAnalyticsForHealth Error: The Text Analysis Operation took too long to complete."
});
return(outRecord);
}
// Prepare analysis operation input
if (!inRecord.Data.ContainsKey("text"))
{
outRecord.Errors.Add(new WebApiErrorWarningContract
{
Message = "TextAnalyticsForHealth Error: The skill request did not contain 'text' in the input."
});
return(outRecord);
}
var document = inRecord.Data["text"] as string;
var language = inRecord.Data.ContainsKey("languageCode") ? inRecord.Data["languageCode"] as string : defaultLanguage;
var docInfo = new StringInfo(document);
if (docInfo.LengthInTextElements >= maxCharLength)
{
outRecord.Warnings.Add(new WebApiErrorWarningContract
{
Message = $"TextAnalyticsForHealth Warning: The submitted document was over {maxCharLength} elements. It has been truncated to fit this requirement."
});
document = docInfo.SubstringByTextElements(0, maxCharLength);
}
var options = new AnalyzeHealthcareEntitiesOptions {
};
List <string> batchInput = new List <string>()
{
document
};
// start analysis process
var timer = System.Diagnostics.Stopwatch.StartNew();
AnalyzeHealthcareEntitiesOperation healthOperation = await client.StartAnalyzeHealthcareEntitiesAsync(batchInput, language, options);
var healthOperationTask = healthOperation.WaitForCompletionAsync().AsTask();
if (await Task.WhenAny(healthOperationTask, timeoutTask) == healthOperationTask)
{
// Task Completed, now lets process the result.
outRecord.Data["status"] = healthOperation.Status.ToString();
if (healthOperation.Status != TextAnalyticsOperationStatus.Succeeded || !healthOperation.HasValue)
{
// The operation was not a success
outRecord.Errors.Add(new WebApiErrorWarningContract
{
Message = "TextAnalyticsForHealth Error: Health Operation returned a non-succeeded status."
});
}
else
{
// The operation was a success, so lets add the results to our output.
await ExtractEntityData(healthOperation.Value, outRecord);
}
}
else
{
// Timeout
outRecord.Errors.Add(new WebApiErrorWarningContract
{
Message = "TextAnalyticsForHealth Error: The Text Analysis Operation took too long to complete."
});
}
// Record how long this task took to complete.
timer.Stop();
var timeToComplete = timer.Elapsed.TotalSeconds;
log.LogInformation($"Time to complete request for document with ID {inRecord.RecordId}: {timeToComplete}");
return(outRecord);
});
return(new OkObjectResult(response));
}
