public static List <Route> PredictBranchs(CargoAndRoutes car)
{
List <CargoAndRoutes> car_list = new List <CargoAndRoutes>();
car_list.Add(car);
InOutput.WriteRaw(car_list);
return(PredictBranchs(car_list));
}
/// <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);
}
public void Execute()
{
//トーナメントに使うデータを読み込む
var tournament_data = InOutput.ReadRaw(MySettings.GetInstance().InputTournamentCsvPath);
//貨物
var cargo = tournament_data[0].MyCargo;
//トーナメント1試合目
//経路4つ
var route10 = tournament_data[0].MyRouteList[0];
var route11 = tournament_data[0].MyRouteList[1];
var route12 = tournament_data[0].MyRouteList[2];
var route13 = tournament_data[0].MyRouteList[3];
//経路をまとめる
var route_list_1 = new List <Route>();
route_list_1.Add(route10);
route_list_1.Add(route11);
route_list_1.Add(route12);
route_list_1.Add(route13);
//貨物と経路をまとめる
var cargo_and_route_1 = new CargoAndRoutes(false);
cargo_and_route_1.Register(cargo, route_list_1);
//試合をする
var win_route_1 = Predict.PredictBranchs(cargo_and_route_1);
//トーナメント2試合目
//経路4つ
var route20 = tournament_data[1].MyRouteList[0];
var route21 = tournament_data[1].MyRouteList[1];
var route22 = tournament_data[1].MyRouteList[2];
var route23 = tournament_data[1].MyRouteList[3];
//経路をまとめる
var route_list_2 = new List <Route>();
route_list_2.Add(route20);
route_list_2.Add(route21);
route_list_2.Add(route22);
route_list_2.Add(route23);
//貨物と経路をまとめる
var cargo_and_route_2 = new CargoAndRoutes(false);
cargo_and_route_2.Register(cargo, route_list_2);
//試合をする
var win_route_2 = Predict.PredictBranchs(cargo_and_route_2);
//トーナメント3試合目
//経路4つ
var route30 = tournament_data[2].MyRouteList[0];
var route31 = tournament_data[2].MyRouteList[1];
var route32 = tournament_data[2].MyRouteList[2];
var route33 = tournament_data[2].MyRouteList[3];
//経路をまとめる
var route_list_3 = new List <Route>();
route_list_3.Add(route30);
route_list_3.Add(route31);
route_list_3.Add(route32);
route_list_3.Add(route33);
//貨物と経路をまとめる
var cargo_and_route_3 = new CargoAndRoutes(false);
cargo_and_route_3.Register(cargo, route_list_3);
//試合をする
var win_route_3 = Predict.PredictBranchs(cargo_and_route_3);
//トーナメント4試合目
//経路4つ
var route40 = tournament_data[3].MyRouteList[0];
var route41 = tournament_data[3].MyRouteList[1];
var route42 = tournament_data[3].MyRouteList[2];
var route43 = tournament_data[3].MyRouteList[3];
//経路をまとめる
var route_list_4 = new List <Route>();
route_list_4.Add(route40);
route_list_4.Add(route41);
route_list_4.Add(route42);
route_list_4.Add(route43);
//貨物と経路をまとめる
var cargo_and_route_4 = new CargoAndRoutes(false);
cargo_and_route_4.Register(cargo, route_list_4);
//試合をする
var win_route_4 = Predict.PredictBranchs(cargo_and_route_4);
//トーナメント最終試合
//4試合の勝利経路をまとめる
List <Route> win_route_list = new List <Route>();
win_route_list.AddRange(win_route_1);
win_route_list.AddRange(win_route_2);
win_route_list.AddRange(win_route_3);
win_route_list.AddRange(win_route_4);
//貨物と上の勝利経路4つをまとめる
CargoAndRoutes car = new CargoAndRoutes(false);
car.Register(cargo, win_route_list);
//試合をする
var final_win_route = Predict.PredictBranchs(car);
Console.WriteLine($"最終勝利ルートは {final_win_route[0].PublicRouteID} です");
Console.ReadLine();
}
