public static async Task <IActionResult> Run(
            [HttpTrigger(AuthorizationLevel.Admin, "get", "post", Route = null)] HttpRequest req,
            ILogger log, ExecutionContext context)
        {
            var config = new ConfigurationBuilder()
                         .SetBasePath(context.FunctionAppDirectory)
                         .AddJsonFile("local.settings.json", optional: true, reloadOnChange: true)
                         .AddEnvironmentVariables()
                         .Build();

            log.LogInformation("Comment Analysis function triggered");

            var db = TailwindContext.CreateNew(config.GetConnectionString("Tailwind"));

            int id = 0;

            int.TryParse(req.Query["CommentId"], out id);

            string  requestBody = await new StreamReader(req.Body).ReadToEndAsync();
            dynamic data        = JsonConvert.DeserializeObject(requestBody);
            string  bodyid      = data ?? data?.CommentId;

            if (!string.IsNullOrEmpty(bodyid))
            {
                int.TryParse(bodyid, out id);
            }

            // using the comment Id, get the database entries
            var comment  = db.Comments.FirstOrDefault(c => c.Id == id);
            var analysis = db.CommentAnalyses.FirstOrDefault(ca => ca.Id == id);

            // Get analysis of the text
            var analyser = new TextAnalyser(config["analyticsSubscriptionKey"], config["translatorSubscriptionKey"], config["region"]);
            var result   = analyser.GetTextAnalysis(id, comment.CommentText);

            var isnew = analysis == null;

            if (isnew)
            {
                analysis = new CommentAnalysis()
                {
                    Id = id
                };
            }
            // Update the database
            analysis.Language           = result.Language;
            analysis.Sentiment          = result.Sentiment;
            analysis.EnglishTranslation = result.EnglishTranslation;
            analysis.Keywords           = result.Keywords;

            if (isnew)
            {
                db.Add(analysis);
            }
            db.SaveChanges();

            return((ActionResult) new OkObjectResult(result));
        }
Ejemplo n.º 2
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        public static async Task <IActionResult> Run(
            [HttpTrigger(AuthorizationLevel.Admin, "get", "post", Route = null)] HttpRequest req,
            ILogger log, ExecutionContext context)
        {
            var config = new ConfigurationBuilder()
                         .SetBasePath(context.FunctionAppDirectory)
                         .AddJsonFile("local.settings.json", optional: true, reloadOnChange: true)
                         .AddEnvironmentVariables()
                         .Build();

            log.LogInformation("Get Product Image Tags function triggered");

            var db = TailwindContext.CreateNew(config.GetConnectionString("Tailwind"));

            int id = 0;

            int.TryParse(req.Query["ProductId"], out id);

            string  requestBody = await new StreamReader(req.Body).ReadToEndAsync();
            dynamic data        = JsonConvert.DeserializeObject(requestBody);
            string  bodyid      = data ?? data?.CommentId;

            if (!string.IsNullOrEmpty(bodyid))
            {
                int.TryParse(bodyid, out id);
            }

            // using the product Id, get the database entry
            var product = db.Products.FirstOrDefault(c => c.Id == id);

            // Get analysis of the text
            var analyser = new CustomVisionAnalyser(config["customVisionSubscriptionKey"], new Guid(config["customVisionProjectId"]));
            var tags     = analyser.GetImageTagPredictions(product.ImageUrl);

            log.LogInformation("Tag predictions: {Tags}", tags);

            // get the confidence tag
            var bestTag = (tags.OrderByDescending(t => t.Confidence).FirstOrDefault());

            if (tags.Any(t => t.Tag != bestTag.Tag && bestTag.Confidence - t.Confidence < 30))
            {
                // take a bit off for having another tag so close
                bestTag.Confidence -= Math.Min(bestTag.Confidence, 20);
                log.LogInformation("Two tags were close together so we're reducing the confidence");
            }

            product.Tags = bestTag.Tag;
            product.AutoTagConfidence = bestTag.Confidence;

            db.SaveChanges();

            return((ActionResult) new OkObjectResult(tags));
        }
        public static async Task <IActionResult> Run(
            [HttpTrigger(AuthorizationLevel.Admin, "get", "post", Route = null)] HttpRequest req,
            ILogger log, ExecutionContext context)
        {
            var config = new ConfigurationBuilder()
                         .SetBasePath(context.FunctionAppDirectory)
                         .AddJsonFile("local.settings.json", optional: true, reloadOnChange: true)
                         .AddEnvironmentVariables()
                         .Build();

            log.LogInformation("Return Handwriting function triggered");

            var db = TailwindContext.CreateNew(config.GetConnectionString("Tailwind"));

            int id = 0;

            int.TryParse(req.Query["ReturnId"], out id);

            string  requestBody = await new StreamReader(req.Body).ReadToEndAsync();
            dynamic data        = JsonConvert.DeserializeObject(requestBody);
            string  bodyid      = data ?? data?.CommentId;

            if (!string.IsNullOrEmpty(bodyid))
            {
                int.TryParse(bodyid, out id);
            }

            // using the return Id, get the database entry
            var rtn = db.Returns.FirstOrDefault(c => c.Id == id);

            // Get analysis of the text
            var analyser = new HandwritingAnalyser(config["visionSubscriptionKey"], config["region"]);
            var readText = analyser.GetHandwritingAnalysis(rtn.ReturnImageUrl).Result;

            rtn.ReturnNotes = readText;
            db.SaveChanges();

            return((ActionResult) new OkObjectResult(readText));
        }
Ejemplo n.º 4
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 public IndexModel(TailwindContext context)
 {
     Db = context;
 }
Ejemplo n.º 5
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 public ReturnsModel(TailwindContext context, IConfiguration config, IHttpClientFactory httpClientFactory)
 {
     Db                     = context;
     this.config            = config;
     this.httpClientFactory = httpClientFactory;
 }
Ejemplo n.º 6
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 public ReturnsModel(TailwindContext context, IConfiguration config)
 {
     Db          = context;
     this.config = config;
 }
Ejemplo n.º 7
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 public ProductsModel(TailwindContext context, IConfiguration config)
 {
     Db          = context;
     this.config = config;
 }
Ejemplo n.º 8
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 public ExtendedModel(TailwindContext context, IConfiguration config)
 {
     Db          = context;
     this.config = config;
 }