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// Copyright 2019 Google LLC
//
// Licensed under the Apache License, Version 2.0 (the "License");
// you may not use this file except in compliance with the License.
// You may obtain a copy of the License at
//
// https://www.apache.org/licenses/LICENSE-2.0
//
// Unless required by applicable law or agreed to in writing, software
// distributed under the License is distributed on an "AS IS" BASIS,
// WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
// See the License for the specific language governing permissions and
// limitations under the License.
using System;
using System.Linq;
using System.Threading.Tasks;
using CloudNative.CloudEvents;
using Google.Cloud.Vision.V1;
using Microsoft.AspNetCore.Builder;
using Microsoft.AspNetCore.Hosting;
using Microsoft.AspNetCore.Http;
using Microsoft.Extensions.DependencyInjection;
using Microsoft.Extensions.Hosting;
using Microsoft.Extensions.Logging;
using Newtonsoft.Json.Linq;
namespace vision
{
public class Startup
{
public void ConfigureServices(IServiceCollection services)
{
}
public void Configure(IApplicationBuilder app, IWebHostEnvironment env, ILogger<Startup> logger)
{
if (env.IsDevelopment())
{
app.UseDeveloperExceptionPage();
}
logger.LogInformation("Service is starting...");
app.UseRouting();
app.UseEndpoints(endpoints =>
{
endpoints.MapPost("/", async context =>
{
var cloudEvent = await context.Request.ReadCloudEventAsync();
logger.LogInformation("Received CloudEvent\n" + GetEventLog(cloudEvent));
try
{
dynamic data = JValue.Parse((string)cloudEvent.Data);
var storageUrl = (string)ConstructStorageUrl(data);
logger.LogInformation($"Storage url: {storageUrl}");
var labels = await ExtractLabelsAsync(storageUrl);
var message = "This picture is labelled: " + labels;
logger.LogInformation(message);
await context.Response.WriteAsync(message);
}
catch (Exception e)
{
logger.LogError("Something went wrong: " + e.Message);
context.Response.StatusCode = 500;
await context.Response.WriteAsync(e.Message);
}
});
});
}
private string ConstructStorageUrl(dynamic data)
{
return data == null? null
: string.Format("gs://{0}/{1}", data.bucket, data.name);
}
private async Task<string> ExtractLabelsAsync(string storageUrl)
{
var visionClient = ImageAnnotatorClient.Create();
var labels = await visionClient.DetectLabelsAsync(Image.FromUri(storageUrl), maxResults: 10);
var orderedLabels = labels
.OrderByDescending(x => x.Score)
.TakeWhile((x, i) => i <= 2 || x.Score > 0.50)
.Select(x => x.Description)
.ToList();
return string.Join(",", orderedLabels.ToArray());
}
private string GetEventLog(CloudEvent cloudEvent)
{
return $"ID: {cloudEvent.Id}\n"
+ $"Source: {cloudEvent.Source}\n"
+ $"Type: {cloudEvent.Type}\n"
+ $"Subject: {cloudEvent.Subject}\n"
+ $"DataSchema: {cloudEvent.DataSchema}\n"
+ $"DataContentType: {cloudEvent.DataContentType}\n"
+ $"Time: {cloudEvent.Time?.ToUniversalTime():yyyy-MM-dd'T'HH:mm:ss.fff'Z'}\n"
+ $"SpecVersion: {cloudEvent.SpecVersion}\n"
+ $"Data: {cloudEvent.Data}";
}
}
}