private void DownLoadData(string gpCode, string startTime = "20000101")
{
ThreadPool.QueueUserWorkItem((object obj) =>
{
List <TestModel> testSource = new List <TestModel>();
List <TestModel> realSource = new List <TestModel>();
string endTime = string.Format("{0:yyyyMMdd}", DateTime.Now);// DateTime.Now.ToString("yyyymmdd");
string filePath = InitData.DownLoadFile(startTime, endTime, gpCode, isSH);
int count = InitData.GetDataCount(filePath);
string trainPath = InitData.CreateTrainData(filePath, "trainData.csv", 5, 0, ref predictFilePath);
string testPath = InitData.CreateTestData(filePath, testCoutn);
MyAutoML.TrainAndSave("mspj", trainPath, traTime);
List <ModelInput> testList = MyAutoML.CreateDataSampleList(testPath);
List <ModelInput> sourceList = MyAutoML.CreateDataSampleList(filePath);
foreach (var item in testList)
{
ModelOutput output = MyAutoML.LoadAndPrediction(item);
string day = item.Riqi;
ModelInput real = null;
do
{
day = GetNextDataStr(day, 1);
real = sourceList.FirstOrDefault(a => a.Riqi == day);
} while (null == real);
this.Invoke(new Action(() =>
{
this.chartControl1.Series[1].Points.Add(new DevExpress.XtraCharts.SeriesPoint(day, output.Score));
this.chartControl1.Series[0].Points.Add(new DevExpress.XtraCharts.SeriesPoint(day, real.Spj));
}));
}
});
}
