public UserLogin GetToken(string uid)
{
var url = CommonService.GetUrlApi();
UserLogin result = null;
var client = new RestClient(url);
var request = new RestRequest($"users", Method.POST, DataFormat.Json);
request.AddHeader("Content-Type", "application/json");
request.AddHeader("Charset", "utf-8");
request.AddHeader("Connection", "close");
var body = new { uid };
request.AddJsonBody(body);
var response = client.Post(request);
if (response.StatusCode == HttpStatusCode.OK)
{
var resultContent = response.Content;
result = JsonConvert.DeserializeObject <UserLogin>(resultContent);
}
if (response.StatusCode == HttpStatusCode.BadRequest)
{
result = new UserLogin()
{
ErrorMessage = JsonConvert.DeserializeObject <string>(response.Content)
};
}
return(result);
}
public bool DeleteAllRead()
{
var url = CommonService.GetUrlApi();
var client = new RestClient(url);
var currentUserId = UserLoginModel.User.Id;
var request = new RestRequest($"users/{currentUserId}/notifications/delete-all-read", Method.DELETE);
request.AddHeader("Authorization", UserLoginModel.AccessToken);
request.AddHeader("Content-Type", "application/json");
request.AddHeader("Charset", "utf-8");
request.AddHeader("Connection", "close");
var response = client.Execute(request);
return(response.StatusCode == System.Net.HttpStatusCode.NoContent);
}
//public bool Delete(string id)
//{
// string path = System.Environment.CurrentDirectory;
// string url = File.ReadAllText($@"{path}\url");
// var client = new RestClient(url);
// var request = new RestRequest($"users/{id}", Method.GET);
// Customer data = new Customer();
// var response = client.Execute<Customer>(request);
// if (response.StatusCode == System.Net.HttpStatusCode.OK)
// {
// string resultContent = response.Content.ToString();
// data = JsonConvert.DeserializeObject<Customer>(resultContent);
// }
// data.IsActive = false;
// return Update(data);
//}
public bool Create(string classId, string weightPath, string lossPath, string logPath)
{
var url = CommonService.GetUrlApi();
var client = new RestClient(url);
var request = new RestRequest($"versions/{classId}/weights", Method.POST);
request.AddHeader("Authorization", UserLoginModel.AccessToken);
request.AddHeader("Content-Type", "multipart/form-data");
request.AddHeader("Charset", "utf-8");
request.AddHeader("Connection", "close");
request.AddFile("weight", weightPath);
request.AddFile("log", logPath);
request.AddFile("loss", lossPath);
var response = client.Execute <Customer>(request);
return(response.StatusCode == System.Net.HttpStatusCode.Created);
}
private bool Update(NotificationEntity entity)
{
if (entity != null)
{
var url = CommonService.GetUrlApi();
var client = new RestClient(url);
var currentUserId = UserLoginModel.User.Id;
var request = new RestRequest($"users/{currentUserId}/notifications/{entity.Id}", Method.PUT);
request.AddHeader("Authorization", UserLoginModel.AccessToken);
request.AddHeader("Content-Type", "application/json");
request.AddHeader("Charset", "utf-8");
request.AddHeader("Connection", "close");
var json = JsonConvert.SerializeObject(entity);
request.AddJsonBody(json);
var response = client.Execute(request);
return(response.StatusCode == System.Net.HttpStatusCode.NoContent);
}
return(false);
}
//public bool Delete(string id)
//{
// string path = System.Environment.CurrentDirectory;
// string url = File.ReadAllText($@"{path}\url");
// var client = new RestClient(url);
// var request = new RestRequest($"users/{id}", Method.GET);
// Customer data = new Customer();
// var response = client.Execute<Customer>(request);
// if (response.StatusCode == System.Net.HttpStatusCode.OK)
// {
// string resultContent = response.Content.ToString();
// data = JsonConvert.DeserializeObject<Customer>(resultContent);
// }
// data.IsActive = false;
// return Update(data);
//}
public Customer GetDetail(string id)
{
var url = CommonService.GetUrlApi();
var client = new RestClient(url);
var request = new RestRequest($"users/{id}", Method.GET);
request.AddHeader("Authorization", UserLoginModel.AccessToken);
request.AddHeader("Content-Type", "application/json");
request.AddHeader("Charset", "utf-8");
request.AddHeader("Connection", "close");
Customer data = new Customer();
var response = client.Execute <Customer>(request);
if (response.StatusCode == System.Net.HttpStatusCode.OK)
{
string resultContent = response.Content;
data = JsonConvert.DeserializeObject <Customer>(resultContent);
}
return(data);
}
public bool Update(WeightVersionEntity entity)
{
var url = CommonService.GetUrlApi();
var client = new RestClient(url);
var request = new RestRequest($"versions/{entity.ClassVersionId}/weights/{entity.Id}", Method.PUT);
request.AddHeader("Authorization", UserLoginModel.AccessToken);
request.AddHeader("Content-Type", "application/json");
request.AddHeader("Charset", "utf-8");
request.AddHeader("Connection", "close");
var body = JObject.FromObject(entity);
request.AddJsonBody(body.ToString());
var response = client.Execute(request);
if (response.StatusCode == System.Net.HttpStatusCode.NoContent)
{
return(true);
}
return(false);
}
public int CountUnread()
{
var url = CommonService.GetUrlApi();
var client = new RestClient(url);
var currentUserId = UserLoginModel.User.Id;
var request = new RestRequest($"users/{currentUserId}/notifications/count-unread", Method.GET);
request.AddHeader("Authorization", UserLoginModel.AccessToken);
request.AddHeader("Content-Type", "application/json");
request.AddHeader("Charset", "utf-8");
request.AddHeader("Connection", "close");
var response = client.Execute(request);
CountUnreadEntity result = null;
if (response.StatusCode == System.Net.HttpStatusCode.OK)
{
var resultContent = response.Content;
result = JsonConvert.DeserializeObject <CountUnreadEntity>(resultContent);
}
return(result?.Total ?? 0);
}
public bool Create(ClassVersionEntity classVersion)
{
var url = CommonService.GetUrlApi();
var client = new RestClient(url);
var request = new RestRequest($"versions", Method.POST);
request.AddHeader("Authorization", UserLoginModel.AccessToken);
request.AddHeader("Content-Type", "application/json");
request.AddHeader("Charset", "utf-8");
request.AddHeader("Connection", "close");
var json = JsonConvert.SerializeObject(classVersion);
request.AddJsonBody(json);
var response = client.Execute(request);
if (response.StatusCode == System.Net.HttpStatusCode.Created)
{
return(true);
}
return(false);
}
public ClassVersionModel GetLastClassVersion()
{
var url = CommonService.GetUrlApi();
var client = new RestClient(url);
var request = new RestRequest($"versions/get-last-version", Method.GET);
ClassVersionModel result = null; request.AddHeader("Authorization", UserLoginModel.AccessToken);
request.AddHeader("Content-Type", "application/json");
request.AddHeader("Charset", "utf-8");
request.AddHeader("Connection", "close");
var response = client.Execute <Customer>(request);
if (response.StatusCode == System.Net.HttpStatusCode.OK)
{
var resultContent = response.Content;
var data = JsonConvert.DeserializeObject <ClassVersionEntity>(resultContent);
result = _mapper.Map <ClassVersionModel>(data);
}
return(result);
}
public PagingModel <WeightVersionModel> GetAllWeightByClassId(string classId, int pageIndex, int pageSize, string searchValue = null)
{
var url = CommonService.GetUrlApi();
pageIndex -= 1;
var result = new PagingModel <WeightVersionEntity>();
var offset = pageIndex * pageSize;
var client = new RestClient(url);
var request = new RestRequest($"versions/{classId}/weights?version_name={searchValue}&offset={offset}&limit={pageSize}", Method.GET);
request.AddHeader("Authorization", UserLoginModel.AccessToken);
request.AddHeader("Content-Type", "application/json");
request.AddHeader("Charset", "utf-8");
request.AddHeader("Connection", "close");
var response = client.Execute(request);
if (response.StatusCode == System.Net.HttpStatusCode.OK)
{
string resultContent = response.Content;
result = JsonConvert.DeserializeObject <PagingModel <WeightVersionEntity> >(resultContent);
}
//result = DumbData(offset, pageSize);
var no = offset + 1;
var weightModels = result.Data?.Select((a, ix) =>
{
var b = _mapper.Map <WeightVersionModel>(a);
b.No = (no++).ToString();
b.Status = b.IsActive ? "Active" : "Inactive";
return(b);
});
return(new PagingModel <WeightVersionModel>
{
Data = weightModels?.ToList(), Total = result.Total
});
}
public PagingModel <NotificationModel> GetAllNotification(int pageIndex, int pageSize)
{
var url = CommonService.GetUrlApi();
pageIndex -= 1;
var result = new PagingModel <NotificationEntity>();
var offset = pageIndex * pageSize;
var client = new RestClient(url);
var currentUserId = UserLoginModel.User.Id;
var request = new RestRequest($"users/{currentUserId}/notifications?offset={offset}&limit={pageSize}", Method.GET);
request.AddHeader("Authorization", UserLoginModel.AccessToken);
request.AddHeader("Content-Type", "application/json");
request.AddHeader("Charset", "utf-8");
request.AddHeader("Connection", "close");
var response = client.Execute(request);
if (response.StatusCode == System.Net.HttpStatusCode.OK)
{
string resultContent = response.Content;
result = JsonConvert.DeserializeObject <PagingModel <NotificationEntity> >(resultContent);
}
//result = DumbData(offset, pageSize);
var no = offset + 1;
var classModels = result.Data?.Select((a, ix) =>
{
var b = _mapper.Map <NotificationModel>(a);
b.No = (no++).ToString();
return(b);
});
return(new PagingModel <NotificationModel>
{
Data = classModels?.ToList(), Total = result.Total
});
}
public bool Update(string id, bool active)
{
var url = CommonService.GetUrlApi();
var client = new RestClient(url);
var request = new RestRequest($"users/{id}", Method.PUT);
request.AddHeader("Authorization", UserLoginModel.AccessToken);
request.AddHeader("Content-Type", "application/json");
request.AddHeader("Charset", "utf-8");
request.AddHeader("Connection", "close");
var body = new JObject {
{ "is_active", active }
};
var json = JsonConvert.SerializeObject(body);
request.AddJsonBody(json);
var response = client.Put(request);
if (response.StatusCode == System.Net.HttpStatusCode.NoContent)
{
return(true);
}
return(false);
}
public bool TrainData(string cfgPath)
{
try
{
var pk = new PrivateKeyFile(ApplicationConstant.PrivateKeyFilePath);
var url = CommonService.GetUrlApi();
var trainDir = ServerTrainConstant.TrainPath;
var darknetDir = ServerTrainConstant.DarknetPath;
var datetime = DateTime.Now.ToString(ApplicationConstant.DatetimeFormat).Replace("/", "").Replace(" ", "").Replace(":", "");
var weightPath = $@"backup/{UserLoginModel.User.Id}/{datetime}";
var logPath = $@"backup/{UserLoginModel.User.Id}/{datetime}/train.log";
var lossPath = $@"backup/{UserLoginModel.User.Id}/{datetime}/chart.png";
var cfgFileName = Path.GetFileName(cfgPath);
var trainServer = CommonService.GetUrlApiTrainServer();
using (var client = new ScpClient(trainServer, 22, ServerTrainConstant.Username, pk))
{
client.Connect();
using (var file = File.OpenRead(cfgPath))
{
client.Upload(file, $"{darknetDir}/yolo.cfg");
}
client.Disconnect();
}
using (var client = new SshClient(trainServer, ServerTrainConstant.Username, pk))
{
client.Connect();
var createIsTrainCommand = client.CreateCommand($@"cd {trainDir} && echo ""1"" > istrain.txt");
createIsTrainCommand.Execute();
var createDataCommand = client.CreateCommand($@"cd {trainDir} && mkdir -pm 0777 data && python3 label.py");
createDataCommand.Execute();
var createDataTextCommand = client.CreateCommand($@"cd {trainDir} && cd .. && python3 traindata.py");
createDataTextCommand.Execute();
var createWeightsPath = client.CreateCommand($@"cd {darknetDir} && mkdir -pm 0777 {weightPath}");
createWeightsPath.Execute();
var createCfgFile = client.CreateCommand($@"cd {darknetDir} && python3 create_cfg.py --backup {weightPath}");
createCfgFile.Execute();
//var guid = Guid.NewGuid().ToString("screen -dm bash -c 'cd /home/dev/darknet; python3 sendnoti.py --id 35 --authen eyJ0eXAiOiJKV1QiLCJhbGciOiJIUzI1NiJ9.eyJpZCI6IlF3alZLbnF0WXhUMGhvQWJsVzVzOTVJWlJaQTMiLCJleHAiOjE2NDkyNDYxMzN9.9MpdU7fw2QUUQt1-1KtmKGugYPpNguY2vqkaGQMqBWc --url http://192.168.0.4:8080/api'");
//var command = client.CreateCommand($@"screen -dm bash -c 'cd /home/dev/darknet; ./darknet detector train yolo.data yolo.cfg -dont_show'; curl --location --request POST --header 'Authorization: {UserLoginModel.AccessToken}' --header 'Content-Type: application/json' --data-raw '{{""user"":{UserLoginModel.User.Id},""message"":""Train complete"",""url"":""backup""}}' ""{url}/users/30/notifications""");
var command = client.CreateCommand($@"screen -dm bash -c 'cd {darknetDir};"
+ $"./darknet detector train yolo.data yolo.cfg -dont_show > {logPath};"
+ $"cp chart.png {lossPath};"
+ $"python3 sendnoti.py --id {UserLoginModel.User.Id} --authen {UserLoginModel.AccessToken} --url {url} --backup {weightPath}/yolo_final.weights --log_path {logPath} --loss_function_path {lossPath};"
+ $"cd {trainDir}; rm -r istrain.txt; rm -r admin '");
//var command = client.CreateCommand($@"screen -dm bash -c 'cd /home/dev/darknet; python sendnoti.py ""$--id {UserLoginModel.User.Id}"" --authen {UserLoginModel.AccessToken} --url {url}");
command.Execute();
client.Disconnect();
}
}
catch (Exception e)
{
ExceptionLogging.SendErrorToText(e, nameof(this.TrainData), nameof(DataSetService));
return(false);
}
return(true);
}