Exemple #1
0
        public static async Task <IActionResult> Run(
            [HttpTrigger(AuthorizationLevel.Function, "post", Route = null)] HttpRequest request,
            ILogger log,
            ExecutionContext executionContext)
        {
            // some meta data
            log.LogInformation("LUIS-D Extractor and Classifier function");
            var functionName = executionContext.FunctionName;

            // input mapping
            var requestRecords = ViewModelMapper.GetRequestRecords(request);

            if (requestRecords == null)
            {
                return(new BadRequestObjectResult($"Invalid request body!"));
            }

            // extract credentials
            var credentials = CredentialsHelper.GetProjectCredentials(request.Headers);

            if (string.IsNullOrEmpty(credentials.ResourceCredentials.EndpointUrl) ||
                string.IsNullOrEmpty(credentials.ResourceCredentials.Key))
            {
                return(new BadRequestObjectResult("please provide a valid Custom Text resource endpoint and key!"));
            }

            try
            {
                // create input documents
                var documents = new Dictionary <string, string>();
                requestRecords.ToList().ForEach(record => documents.Add(record.RecordId, record.Data["text"] as string));

                // analyze custom text
                var customTextPredictionService = new CustomTextPredictionService(credentials.ResourceCredentials);
                var targetTasks = CustomTextTaskHelper.InitializeTargetTasks(credentials.Projects);
                if (targetTasks.Count == 0)
                {
                    return(new BadRequestObjectResult("please provide one or more Custom Text projects to use for document analysis!"));
                }
                var responseRecords = await customTextPredictionService.AnalyzeDocuments(documents, targetTasks);

                // create custom skillset response
                var customSkillsetResponse = ViewModelMapper.CreateResponseData(responseRecords);
                return(new OkObjectResult(customSkillsetResponse));
            }
            catch (Exception ex)
            {
                return(new BadRequestObjectResult(ex.Message));
            }
        }