/// <summary>
/// 複数対戦(トーナメントの枝群)をPythonスクリプトで評価する
/// </summary>
/// <param name="car_list">複数の対戦データ</param>
/// <returns>対戦の結果，勝利したルートを入力した対戦順にリストにして返す</returns>
public static List <Route> PredictBranchs(List <CargoAndRoutes> car_list)
{
InOutput.WriteRaw(car_list);
var state = 0;
switch (state)
{
case 0:
Console.WriteLine("-----");
Console.WriteLine("ok Start Predict");
var delete_success = InOutput.DeltaResults();
if (!delete_success)
{
goto default;
}
var python_success = PythonProxy.PythonPredictBranch();
if (!python_success)
{
goto default;
}
var raw_result_list = InOutput.GetResultList();
if (raw_result_list == null)
{
goto default;
}
Console.WriteLine("ok Load Raw Result");
var result_routeid_list = InOutput.ConvertRouteIDResults(raw_result_list);
var result_route_value_list = InOutput.ConvertRouteValueResults(raw_result_list);
if (result_routeid_list == null || result_route_value_list == null)
{
goto default;
}
Console.WriteLine("ok Success Predict Branchs");
var route_list = new List <Route>();
for (int i = 0; i < result_routeid_list.Count; i++)
{
int predicted_route_id = result_routeid_list[i];
double predicted_value = result_route_value_list[i];
var route = car_list[i].MyRouteList.First(r => r.RouteID == predicted_route_id);
route.PredictValue = predicted_value;
route_list.Add(route);
}
return(route_list);
default:
Console.WriteLine("no Failure Predict Branchs");
return(null);
}
}
static void Main(string[] args)
{
PythonProxy.StartUpPython();
//トーナメントに使うデータを読み込む
var group = InOutput.ReadRaw(MySettings.GetInstance().InputLearningCsvPath).GroupBy(line => new { start = line.MyRouteList[0].RouteColumnDic["a0"], goal = line.MyRouteList[0].RouteColumnDic["g0"] });
var group_list = group.OrderByDescending(g => g.Count()).ToList();
var tournament_data = group.ToList().OrderByDescending(g => g.Count()).FirstOrDefault().ToList();
foreach (var group_data in group_list)
{
Console.WriteLine(group_data.Key);
Console.WriteLine(group_data.Count());
new Rapid_Experiment().Execute(group_data.ToList());
}
//new Simple_Experiment().Execute();
//new Rapid_Experiment().Execute(tournament_data);
}