public async Task <IActionResult> GetSASAccessToken(
[HttpTrigger(AuthorizationLevel.Anonymous, "get", Route = "azure/{container}/uri")] HttpRequest req, string container)
{
var validateStatus = base.AuthorizationStatus(req);
if (validateStatus != System.Net.HttpStatusCode.Accepted)
{
return(new BadRequestObjectResult(validateStatus));
}
var response = await _blobService.GetSasUri(container);
return(new OkObjectResult(response));
}
/// <summary>
/// The TrainStudentModel.
/// </summary>
/// <param name="queueDataMessage">The queueDataMessage<see cref="QueueDataMessage"/>.</param>
/// <param name="_log">The _log<see cref="ILogger"/>.</param>
/// <returns>The <see cref="Task"/>.</returns>
public async Task TrainStudentModel(QueueDataMessage queueDataMessage, ILogger _log)
{
//Create school group
_log.LogInformation($"TrainStudentModel: {queueDataMessage.StudentId}");
CreateGroup(queueDataMessage.SchoolId, _log);
var pictureURLs = new List <string>();
try
{
// Define school specific student
_log.LogInformation($"Define school specific student");
Person student = await _faceClient.PersonGroupPerson.CreateAsync(
// Id of the PersonGroup that the person belonged to
queueDataMessage.SchoolId,
// studentId
queueDataMessage.StudentId
).ConfigureAwait(false);
BlobStorageRequest blobStorage = await _azureBlobService.GetSasUri("students");
_log.LogInformation($"BlobStorageRequest {blobStorage.StorageUri}");
foreach (var blobUri in queueDataMessage.PictureURLs)
{
var blobUriBuilder = new System.UriBuilder($"{blobStorage.StorageUri}students/{blobUri}")
{
Query = blobStorage.StorageAccessToken
};
_log.LogInformation($"blobUriBuilder { blobUriBuilder.Uri.AbsoluteUri}");
try
{
await _faceClient.PersonGroupPerson.AddFaceFromUrlAsync(queueDataMessage.SchoolId, student.PersonId, blobUriBuilder.Uri.AbsoluteUri, detectionModel : DetectionModel.Detection01);
pictureURLs.Add(blobUri);
_log.LogInformation($"AddFaceFromUrlAsync Done");
}
catch (Exception ex)
{
_log.LogError(ex, $"AddFaceFromUrlAsync APIErrorException: {queueDataMessage.StudentId} URI: {blobUriBuilder.Uri.AbsoluteUri}");
}
}
_log.LogInformation($"Train the PersonGroup Start {queueDataMessage.SchoolId}");
// Train the PersonGroup
await _faceClient.PersonGroup.TrainAsync(queueDataMessage.SchoolId).ConfigureAwait(false);
//while (true)
//{
// Task.Delay(1000).Wait();
// var status = await _faceClient.LargeFaceList.GetTrainingStatusAsync(queueDataMessage.SchoolId);
// if (status.Status == TrainingStatusType.Running)
// {
// _log.LogInformation($"Training Running status ({queueDataMessage.StudentId}): {status.Status}");
// continue;
// }
// else if (status.Status == TrainingStatusType.Succeeded)
// {
// _log.LogInformation($"Training Succeeded status ({queueDataMessage.StudentId}): {status.Status}");
// break;
// }
//}
Task.Delay(1000).Wait();
await _studentService.UpdateStudentProfile(queueDataMessage.StudentId, pictureURLs);
_log.LogInformation($"Train the PersonGroup Done {queueDataMessage.SchoolId}: {queueDataMessage.StudentId}");
}
// Catch and display Face API errors.
catch (APIErrorException ex)
{
_log.LogError(ex, $"TrainStudentModel APIErrorException: {queueDataMessage.StudentId}");
throw new AppException("APIErrorException: ", ex.InnerException);
}
// Catch and display all other errors.
catch (Exception ex)
{
_log.LogError(ex, $"TrainStudentModel Error: {queueDataMessage.StudentId}");
throw new AppException("Train Student Cognitive Service Error: ", ex.InnerException);
}
}