// This method gets called by the runtime. Use this method to configure the HTTP request pipeline.
public void Configure(IApplicationBuilder app, IHostingEnvironment env,
ILoggerFactory loggerFactory, MLPContext mlpcontext)
{
loggerFactory.AddConsole();
if (env.IsDevelopment())
{
app.UseDeveloperExceptionPage();
}
else
{
app.UseExceptionHandler(appBuilder => {
appBuilder.Run(async context => {
var exceptionHadlerFeature = context.Features.Get <IExceptionHandlerFeature>();
if (exceptionHadlerFeature != null)
{
var logger = loggerFactory.CreateLogger("Global exception logger");
logger.LogError(500, exceptionHadlerFeature.Error, exceptionHadlerFeature.Error.Message);
}
context.Response.StatusCode = 500;
await context.Response.WriteAsync("An unexpected fault happened. Try again later.");
});
});
}
AutoMapper.Mapper.Initialize(cfg => {
cfg.CreateMap <Entities.NeuralNetwork, Models.OutputModels.NeuralNetworkDto>()
.ForMember(dest => dest.HiddenNeurons, opt => opt.MapFrom(src =>
src.TrainingConfig.HiddenNeuronElements))
.ForMember(dest => dest.OutputNeurons, opt => opt.MapFrom(src =>
src.TrainingConfig.OutputNeuronElements));
cfg.CreateMap <Models.InputModels.NeuralNetworkForCreationDto, Entities.NeuralNetwork>();
cfg.CreateMap <Models.InputModels.NeuralNetworkTrainingConfigForCreationDto, Entities.NeuralNetworkTrainingConfig>();
cfg.CreateMap <Models.InputModels.NeuronForCreationDto, Entities.Neuron>();
cfg.CreateMap <Models.InputModels.NeuronWeightForCreationDto, Entities.NeuronWeight>();
cfg.CreateMap <Models.Domain.NeuronWeightForManipulation, Entities.NeuronWeight>();
cfg.CreateMap <Models.InputModels.PredictedObjectForCreationDto, Entities.PredictedObject>();
cfg.CreateMap <Entities.Neuron, Models.Domain.NeuronForManipulation>();
cfg.CreateMap <Entities.NeuralNetworkTrainingConfig, Models.OutputModels.NeuralNetworkTrainingConfigDto>();
cfg.CreateMap <Entities.ImageProcessingConfig, Models.OutputModels.ImageProcessingConfigDto>();
cfg.CreateMap <Models.InputModels.ImageProcessingConfigForCreationDto, Entities.ImageProcessingConfig>();
cfg.CreateMap <Models.InputModels.ImageProcessingConfigWithImageForCreationDto, Models.InputModels.ImageProcessingConfigForCreationDto>();
cfg.CreateMap <Models.OutputModels.ImageProcessingConfigValuesDto, Models.InputModels.ImageProcessingConfigForCreationDto>();
});
//mlpcontext.EnsureSeedDataForContext();
app.UseMvc();
}
public MLPRepository(MLPContext context)
{
_context = context;
}
