Пример #1
0
        public static async Task <object> Run([HttpTrigger(WebHookType = "genericJson")] HttpRequestMessage req, TraceWriter log)
        {
            try
            {
                log.Info($"Webhook was triggered!");

                // Get request body
                dynamic data = await req.Content.ReadAsAsync <object>();

                log.Info(data.ToString());

                // Get image url
                string imagePath = data.path;
                string imageUrl  = $"https://{ConfigurationManager.AppSettings["StorageAccountName"]}.blob.core.windows.net{imagePath}";

                log.Info(imageUrl);

                // Get image prediction results
                var predictionResult = await ImagePredictor.PredictImageUrl(imageUrl);

                // Validate image
                bool          objectFound = ImagePredictor.ValidateImagePrediction(predictionResult);
                Models.Output output      = new Models.Output()
                {
                    ObjectFound = objectFound,
                    ImageUrl    = imageUrl,
                };

                return(req.CreateResponse(HttpStatusCode.OK, output));
            }
            catch (Exception e)
            {
                throw e;
            }
        }
Пример #2
0
        public static async Task <object> Run([HttpTrigger(WebHookType = "genericJson")] HttpRequestMessage req, TraceWriter log)
        {
            try
            {
                log.Info($"Webhook was triggered!");

                // Get request body
                dynamic data = await req.Content.ReadAsAsync <object>();

                // Complete image url
                string imagePath = data.path;
                string imageUrl  = $"https://{ConfigurationManager.AppSettings["ImagesStorageAccountName"]}.blob.core.windows.net{imagePath}";
                log.Info(imageUrl);

                // evaluate image
                bool objectFound = await ObjectFound(imageUrl);

                log.Info($"object found? {objectFound}");

                // Track event on Application Insights
                string instrumentationKey = ConfigurationManager.AppSettings["APPINSIGHTS_INSTRUMENTATIONKEY"];

                if (!string.IsNullOrEmpty(instrumentationKey))
                {
                    log.Info("Tracking event to Application Insights");

                    TelemetryClient _telemetryClient = new TelemetryClient(
                        new Microsoft.ApplicationInsights.Extensibility.TelemetryConfiguration(instrumentationKey));

                    if (objectFound)
                    {
                        _telemetryClient.TrackEvent("Object");
                    }
                    else
                    {
                        _telemetryClient.TrackEvent("Oean");
                    }
                }

                // Create output object
                Models.Output output = new Models.Output()
                {
                    ObjectFound = objectFound,
                    ImageUrl    = imageUrl,
                };

                // return result
                return(req.CreateResponse(HttpStatusCode.OK, output));
            }
            catch (Exception e)
            {
                throw e;
            }
        }