public static void CopyFiles(Hyperparameters h, string source, string destination)
{
if (destination[destination.Length - 1] != '\\')
{
destination += destination + '\\';
}
Directory.CreateDirectory(destination);
if (source.Replace("\\\\", "\\") != destination.Replace("\\\\", "\\"))
{
foreach (string file in Directory.GetFiles(source))
{
if (Path.GetFileName(file) != "h.json")
{
File.Copy(file, destination + Path.GetFileName(file), true);
}
}
}
//указание пути сохранения в параметрах
h.setValueByName("save_folder", destination);
string jsonFilePath = destination + "h.json";
h.setValueByName("json_file_path", jsonFilePath);
string predictionsFilePath = destination + "predictions.txt";
h.setValueByName("predictions_file_path", predictionsFilePath);
File.WriteAllText(jsonFilePath, h.toJSON(0), System.Text.Encoding.Default);
}
public Hyperparameters Copy(Hyperparameters individ, string source, string destination)
{
Hyperparameters H = individ.Clone();
var algorithmBranches = H.getNodesByparentID(H.getNodeByName("committee")[0].ID);
List <Hyperparameters> hs = new List <Hyperparameters>();
for (int j = 0; j < algorithmBranches.Count; j++)
{
var h = new Hyperparameters(H.toJSON(algorithmBranches[j].ID), form1);
var new_save_folder = destination + "\\" + h.getValueByName("model_name") + "\\";
//новые пути прописываются в h.json автоматически, если передать объект Hyperparameters по ссылке, а не по значению
Algorithm.CopyFiles(h, h.getValueByName("save_folder"), new_save_folder);
hs.Add(h);
}
//удаление старых записей
for (int i = 0; i < algorithmBranches.Count; i++)
{
H.deleteBranch(algorithmBranches[i].ID);
}
//приращение новых записей к узлу "committee"
for (int i = 0; i < algorithmBranches.Count; i++)
{
H.addBranch(hs[i], hs[i].nodes[0].name(), H.getNodeByName("committee")[0].ID);
}
H.setValueByName("report_path", destination);
H = H.Clone();
File.WriteAllText(destination + "\\h.json", H.toJSON(0), System.Text.Encoding.Default);
return(H);
}
public static void MoveFiles(Hyperparameters h, string source, string destination)
{
if (destination[destination.Length - 1] != '\\')
{
destination += '\\';
}
Directory.CreateDirectory(destination);
if (source != destination)
{
foreach (string file in Directory.GetFiles(destination))
{
File.Delete(file);
}
foreach (string file in Directory.GetFiles(source))
{
repeat1:
try
{
if (Path.GetFileName(file) != "h.json")
{
File.Copy(file, destination + Path.GetFileName(file));
}
else
{
File.Delete(file);
}
}
catch
{
throw;
goto repeat1;
}
}
}
else
{
}
//указание пути сохранения в параметрах
h.setValueByName("save_folder", destination);
string jsonFilePath = destination + "h.json";
h.setValueByName("json_file_path", jsonFilePath);
string predictionsFilePath = destination + "predictions.txt";
h.setValueByName("predictions_file_path", predictionsFilePath);
File.WriteAllText(jsonFilePath, h.toJSON(0), System.Text.Encoding.Default);
}
private void ModeSelectorButtonClick(object sender, EventArgs e)
{
string mode = "";
foreach (var control in modeSelector.groupBox1.Controls)
{
if (control.GetType() == modeSelector.radioButton1.GetType())
{
RadioButton rb = (RadioButton)control;
if (rb.Checked)
{
mode = rb.Text;
}
}
}
h.setValueByName("mode", mode);
var configLines = File.ReadAllLines("CONFIG.txt").ToList();
for (int i = 0; i < configLines.Count; i++)
{
//параметры конфигурации начинаются со строки содержащей имя компа
if (configLines[i].Contains(Environment.MachineName))
{
for (int j = i + 1; j < configLines.Count; j++)
{
if (configLines[j].Contains("mode"))
{
configLines[j] = "mode:" + mode;
break;
}
//параметры конфигурации заканчиваются, когда встречается пустая строка
if (configLines[j] != "")
{
}
else
{
configLines.Insert(j, "mode:" + mode);
break;
}
}
break;
}
}
File.WriteAllLines("CONFIG.txt", configLines.ToArray());
Application.Exit();
}
public void Process()
{
NetworkStream stream = null;
/* try
* { */
stream = client.GetStream();
BinaryReader reader = new BinaryReader(stream);
BinaryWriter writer = new BinaryWriter(stream);
while (true)
{
if (task != null)
{
if (task.status != "done")
{
if (task.type == "train")
{
//log(hostName + ": " + task.h.getValueByName("code")+" .1");
status = "busy";
//объявление агенту типа задачи
sendCommand(writer, "train");
task.h.Save();
sendFile(writer, task.h.getValueByName("json_file_path"));
System.Threading.Thread.Sleep(10);
sendFile(writer, task.h.getValueByName("train_script_path"));
System.Threading.Thread.Sleep(10);
sendFile(writer, task.h.getValueByName("input_file"));
System.Threading.Thread.Sleep(10);
var trainingReport = recieveCommand(reader);
// log(trainingReport);
if (!trainingReport.Contains("Произошла ошибка"))
{
recieveFile(reader, task.h.getValueByName("json_file_path"));
System.Threading.Thread.Sleep(10);
recieveFile(reader, task.h.getValueByName("predictions_file_path"));
System.Threading.Thread.Sleep(10);
recieveFile(reader, task.h.getValueByName("save_folder") + "weights.h5");
System.Threading.Thread.Sleep(10);
// log(hostName + ": " + task.h.getValueByName("code") + " .2");
Hyperparameters hTemp = new Hyperparameters(File.ReadAllText(task.h.getValueByName("json_file_path"), Encoding.Default), form1);
hTemp.setValueByName("json_file_path", task.h.getValueByName("json_file_path"));
hTemp.setValueByName("predictions_file_path", task.h.getValueByName("predictions_file_path"));
hTemp.setValueByName("save_folder", task.h.getValueByName("save_folder"));
hTemp.setValueByName("train_script_path", task.h.getValueByName("train_script_path"));
hTemp.setValueByName("get_prediction_script_path", task.h.getValueByName("get_prediction_script_path"));
hTemp.setValueByName("input_file", task.h.getValueByName("input_file"));
task.h = hTemp.Clone();
task.h.Save();
log(hostName + ": " + task.h.getValueByName("code") + " trained; accuracy = " + task.h.getValueByName("stdDev"));
task.status = "done";
}
else
{
task.status = "error";
}
status = "free";
}
}
}
System.Threading.Thread.Sleep(1000);
}
/* }
* catch (Exception ex)
* {
* log(ex.Message);
* }
* finally
* {
* if (stream != null)
* stream.Close();
* if (client != null)
* client.Close();
* } */
}