private void popList1_Selected(object sender, EventArgs e)
{
switch (popList1.Selections[0].Text)
{
case "DataBind":
DataBind();
break;
case "AddSet":
this.scatterChart1.Data.AddSeries(GetNewSerie(this.scatterChart1.Data));
break;
case "RemoveSet":
if (this.scatterChart1.Data.SeriesCount > 0)
{
this.scatterChart1.Data.RemoveSeries(0);
}
break;
case "ClearSet":
this.scatterChart1.Data.ClearValues();
break;
case "SetData":
List <string> xLabels = new List <string>();
xLabels.AddRange(new string[] { "1", "2", "3", "4" });
ScatterData data = new ScatterData(xLabels);
data.AddSeries(GetNewSerie(data));
this.scatterChart1.Data = data;
break;
}
}
private ScatterSeries GetNewSerie(ScatterData data)
{
Random countRandom = new Random();
ChartYAxisValueCollection <ChartYAxisValue> yVals = new ChartYAxisValueCollection <ChartYAxisValue>();
int count = data.XAxisCount;
for (int i = 0; i < count; i++)
{
yVals.Add(new BarYAxisValue(countRandom.Next(0, count)));
}
ScatterSeries set1 = new ScatterSeries(yVals, "DataSet 1");
set1.AddColor(DemoGlobal.GetRandomColor());
set1.AddColor(DemoGlobal.GetRandomColor());
set1.AddColor(DemoGlobal.GetRandomColor());
return(set1);
}
static void Main(string[] args)
{
///////////////////////////////////////////////////////////////////////////////
//介绍性开头
Console.WriteLine("++++++++++++++++++++++++++++++++++++++++++++++++++++++");
Console.WriteLine("+++ Download Hour Rain From CmissServer V1.0 +++");
Console.WriteLine("+++++ Supported By CaoYong 2018.08.29 +++++++++");
Console.WriteLine("+++++ QQ: 403637605 +++++++++");
Console.WriteLine("++++++++++++++++++++++++++++++++++++++++++++++++++++++");
///////////////////////////////////////////////////////////////////////////////
///////////////////////////////////////////////////////////////////////////////
//打开计时器
Stopwatch sw = new Stopwatch(); //创建计时器
sw.Start(); //开启计数器
///////////////////////////////////////////////////////////////////////////////
///////////////////////////////////////////////////////////////////////////////
///通用设置
string appDir = System.AppDomain.CurrentDomain.SetupInformation.ApplicationBase; //程序启动文件夹
//string appDir = @"E:/Test/DownloadHourRainCimissData_V1/"; //程序启动文件夹测试
Environment.CurrentDirectory = appDir; //设置shell启动文件夹
string logPath = StringProcess.DateReplace(appDir + "log/YYYYMMDD.txt", DateTime.Now, 000); //日志文件夹地址
Log simpleLog = new Log(logPath); //建立log对象，用于日志的记录 //输出站点ID计算信息
///////////////////////////////////////////////////////////////////////////////
///////////////////////////////////////////////////////////////////////////////
try
{
///////////////////////////////////////////////////////////////////////////
//时间处理(北京时)
DateTime dtNow = DateTime.Now; //程序启动时间（北京时）
if (args.Length == 0) //实时运算处理
{
dtNow = DateTime.Now; //实际运行
//dtNow = new DateTime(2018, 12, 06, 10, 05, 00); //测试运行
}
else if (args.Length == 1 && args[0].Length == 12) //指定日期运算处理
{
try
{
dtNow = DateTime.ParseExact(args[0], "yyyyMMddHHmm", System.Globalization.CultureInfo.CurrentCulture);
}
catch
{
simpleLog.WriteError("Date Args Content Is Not Right!", 1);
return;
}
}
else
{
simpleLog.WriteError("Date Args Number Is Not Right!", 1);
return;
}
///////////////////////////////////////////////////////////////////////////////
///////////////////////////////////////////////////////////////////////////////
//读取控制文件
string paraFilePath = appDir + @"para/para.ini"; //控制文件地址
string r01hStaSamplePath = null; //站点数据保存地址(小时降水)
if (!File.Exists(paraFilePath))
{
simpleLog.WriteError("Para File Is Not Exist!", 1);
return;
}
else
{
FileStream paraFS = new FileStream(paraFilePath, FileMode.Open, FileAccess.Read);
StreamReader paraSR = new StreamReader(paraFS, Encoding.GetEncoding("gb2312"));
{
try
{
string strTmp = paraSR.ReadLine();
string[] strArrayTmp = strTmp.Split(new char[] { '=' });
r01hStaSamplePath = strArrayTmp[1].Trim(); //站点数据保存地址
}
catch
{
simpleLog.WriteError("Para Content Is Not Right!", 1);
return;
}
}
paraSR.Close();
paraFS.Close();
}
///////////////////////////////////////////////////////////////////////////////
///////////////////////////////////////////////////////////////////////////////
//下载小时级站点降水
{
Console.WriteLine("Step2: Download Hour Pre Data...");
DataQueryClient client = new DataQueryClient();
string userId = ConCmiss.USERID;
string pwd = ConCmiss.PWD;
string interfaceId = "getSurfEleByTime";
Dictionary <String, String> paramsData = new Dictionary <String, String>
{
{ "dataCode", "SURF_CHN_MUL_HOR" }, // 资料代码
{ "elements", "Station_Id_d,Lon,Lat,PRE_1h" }, // 检索要素：站号、小时降水
{ "orderby", "Station_Id_d:ASC" }, // 排序：按照站号从小到大
{ "times", "20180831030000" } // 检索时间
};
RetArray2D rddata = new RetArray2D();
client.initResources();
DateTime dtBase = new DateTime(dtNow.Year, dtNow.Month, dtNow.Day, dtNow.Hour, 00, 00).AddHours(-8); //下载数据基准时间,并转化为世界时
for (int beforeMin = 0; beforeMin <= 60 * 24; beforeMin = beforeMin + 60) //冗余设置，下载过去24小时内的逐1小时降水
{
DateTime dtNeed = dtBase.AddMinutes(-1.0 * beforeMin); //所需下载数据所在时间
paramsData["times"] = dtNeed.ToString("yyyyMMddHHmm00"); //更新下载参数中时间
string outputPath = StringProcess.DateReplace(r01hStaSamplePath, dtNeed, 000);
if (File.Exists(outputPath)) //如果文件存在则不予下载
{
continue;
}
client.callAPI_to_array2D(userId, pwd, interfaceId, paramsData, rddata);
List <PointData> ltOutput = new List <PointData>();
for (int n = 0; n < rddata.data.GetLength(0); n++)
{
ltOutput.Add(new PointData(rddata.data[n][0].Trim(), double.Parse(rddata.data[n][1]), double.Parse(rddata.data[n][2]), double.Parse(rddata.data[n][3])));
}
ScatterData sdOutput = new ScatterData(ltOutput.ToArray());
sdOutput.ClearToNumGreaterThan(0.0, 100.0); //简单质量控制
sdOutput.ClearToNumLessThan(0.0, 0.0);
if (sdOutput.StaData.Length >= 55000) //如果数据量超过5500条，则认为数据已经完整，则写出数据，否则不予写出，配合更新数据
{
string strHeader = StringProcess.DateReplace("diamond 3 YYYY年MM月DD日HH时NN分_逐01小时降水 YY MM DD HH -1 0 1 0 0", dtNeed, 000);
sdOutput.WriterToMicaps3(outputPath, strHeader);
}
Console.Write("\rfinish {0,8:f2} %", 100.0 * (beforeMin) / (60 * 24));
}
client.destroyResources();
Console.WriteLine("\rfinish ok! ");
}
///////////////////////////////////////////////////////////////////////////////
}
catch (Exception ex)
{
simpleLog.WriteError(ex.Message, 1);
}
///////////////////////////////////////////////////////////////////////////////
///////////////////////////////////////////////////////////////////////////////
sw.Stop();
simpleLog.WriteInfo("Time Elasped: " + sw.Elapsed, 1);
///////////////////////////////////////////////////////////////////////////////
}
private void reCalculate()
{
ClearSeries();
if (!m_settings.IsValid || m_dependendSource==null)
return;
try
{
var topLeftData = new ScatterData();
var topRightData = new ScatterData();
foreach (var regressor in m_settings.RegressionCandidates)
{
var color = ColorAttribute.GetAttribute(regressor).Color;
var independent = RegressionHelper.GetRegressionCandidate(m_dependendSource, regressor);
foreach (var win in m_settings.Windows)
{
var lin = RegressionHelper.DoRegression(m_dependendSource, independent, (int)win);
string key = string.Format("[{0}] {1}_{2}", lin.ParameterEstimates[1].Value.ToString("##0.0#"), EnumDescriptionAttribute.GetDescription(regressor), EnumDescriptionAttribute.GetDescription(win));
AddBottomSeries(independent.A_Prices.Dates.SliceLast((int)win), lin.Residuals.ToArray(), key, color);
var anova = new NMathStats.LinearRegressionAnova(lin);
topLeftData.AddData(EnumDescriptionAttribute.GetDescription(regressor), Convert.ToDouble(win),
anova.RSquared,color);
topRightData.AddData(key, HelperMethods.GetPercentRank(lin.Residuals.ToArray(),lin.Residuals.Count()-1), anova.RSquared,color);
}
}
AddScatterSeries("areaTopLeft", topLeftData.XSeries.ToArray(), topLeftData.YSeries.ToArray(),
topLeftData.Labels.ToArray(), TOP_LEFT_SCATTER_LABEL, topLeftData.Colors.ToArray(), "###0.0#");
AddScatterSeries("areaTopRight", topRightData.XSeries.ToArray(), topRightData.YSeries.ToArray(),
topRightData.Labels.ToArray(), TOP_RIGHT_SCATTER_LABEL, topRightData.Colors.ToArray(), "###0.0#");
ultraChart1.CompositeChart.Legends[0].ChartLayers.AddRange(
ultraChart1.CompositeChart.ChartLayers.OfType<ChartLayerAppearance>()
.Where(x => x.ChartTypeAppearance is LineChartAppearance).ToArray());
}
catch (Exception ex_)
{
Logger.Error("Error recaculating regressions", typeof (MultiRegressionCompare), ex_);
}
}
static void Main(string[] args)
{
///////////////////////////////////////////////////////////////////////////////
//介绍性开头
Console.WriteLine("++++++++++++++++++++++++++++++++++++++++++++++++++++++");
Console.WriteLine("+++ Hour QPE Analysis V1.0 +++");
Console.WriteLine("+++++ Supproted By CaoYong 2018.11.12 +++++++++");
Console.WriteLine("+++++ QQ: 403637605 +++++++++");
Console.WriteLine("++++++++++++++++++++++++++++++++++++++++++++++++++++++");
///////////////////////////////////////////////////////////////////////////////
///////////////////////////////////////////////////////////////////////////////
//打开计时器
Stopwatch sw = new Stopwatch(); //创建计时器
sw.Start(); //开启计数器
///////////////////////////////////////////////////////////////////////////////
///////////////////////////////////////////////////////////////////////////////
string appDir = System.AppDomain.CurrentDomain.SetupInformation.ApplicationBase; //程序启动文件夹
//string appDir = @"E:/HourQPE_V1/";
System.Environment.CurrentDirectory = appDir; //设置shell所在文件夹
string logPath = appDir + @"log/" + DateTime.Now.Year.ToString("d4") + DateTime.Now.Month.ToString("d2") + DateTime.Now.Day.ToString("d2") + @".txt"; //日志文件夹地址
Log simpleLog = new Log(logPath); //建立log对象，用于日志的记录 //输出站点ID计算信息
///////////////////////////////////////////////////////////////////////////////
///////////////////////////////////////////////////////////////////////////////
try
{
///////////////////////////////////////////////////////////////////////////
//时间处理(北京时)
DateTime dtNow = DateTime.Now; //程序启动时间（北京时）
if (args.Length == 0) //实时运算处理
{
dtNow = DateTime.Now;
//dtNow = new DateTime(2018, 11, 12, 14, 00, 00);
}
else if (args.Length == 1 && args[0].Length == 12) //指定日期运算处理
{
try
{
int argYr = int.Parse(args[0].Substring(0, 4));
int argMo = int.Parse(args[0].Substring(4, 2));
int argDy = int.Parse(args[0].Substring(6, 2));
int argHr = int.Parse(args[0].Substring(8, 2));
int argMn = int.Parse(args[0].Substring(10, 2));
dtNow = new DateTime(argYr, argMo, argDy, argHr, argMn, 0);
}
catch (Exception ex)
{
simpleLog.WriteError(ex.Message, 1);
simpleLog.WriteError("date args content is not right!", 1);
return;
}
}
else
{
simpleLog.WriteError("date args is not right!", 1);
return;
}
///////////////////////////////////////////////////////////////////////////////
///////////////////////////////////////////////////////////////////////////////
//读取控制文件
string paraFilePath = appDir + @"para/para.ini"; //控制文件地址
string inputSamplePath = null; //自动站站点数据输入地址
string outputSamplePath = null; //QPE分析格点输出地址
if (!File.Exists(paraFilePath))
{
simpleLog.WriteError("para file is not exist!", 1);
return;
}
else
{
FileStream paraFS = new FileStream(paraFilePath, FileMode.Open, FileAccess.Read);
StreamReader paraSR = new StreamReader(paraFS, Encoding.GetEncoding("gb2312"));
{
try
{
string strTmp = paraSR.ReadLine();
string[] strArrayTmp = strTmp.Split(new char[] { '=' });
inputSamplePath = strArrayTmp[1].Trim(); //获取输入地址
strTmp = paraSR.ReadLine();
strArrayTmp = strTmp.Split(new char[] { '=' });
outputSamplePath = strArrayTmp[1].Trim(); //获取输出地址
}
catch
{
simpleLog.WriteError("para content is not right!", 1);
return;
}
}
paraSR.Close();
paraFS.Close();
}
///////////////////////////////////////////////////////////////////////////////
///////////////////////////////////////////////////////////////////////////////
string stainfoPath = appDir + @"info/sta.info"; //此处以完整第3类数据站点数据为站点信息
DateTime dtStart = dtNow.AddHours(-6);
DateTime dtEnd = dtNow;
DateTime dtCurrent = dtStart;
while (DateTime.Compare(dtCurrent, dtEnd) <= 0) //冗余设置，分析之前6小时至当前的结果
{
DateTime dtInput = dtCurrent.AddHours(-8); //原始数据为世界时
DateTime dtOutput = dtCurrent.AddHours(-8); //输出结果为世界时
string inputFilePath = StringProcess.DateReplace(inputSamplePath, dtInput, 000);
string outputFilePath = StringProcess.DateReplace(outputSamplePath, dtOutput, 000);
if (File.Exists(outputFilePath + ".m4")) //存在输出文件则不进行分析
{
dtCurrent = dtCurrent.AddHours(1);
continue;
}
Console.WriteLine("inputPath=" + inputFilePath);
Console.WriteLine("OutputPath=" + outputFilePath);
ScatterData sdInputData = new ScatterData(stainfoPath);
sdInputData.ClearToNum(0.0);
sdInputData.ReadValFromMicaps3(inputFilePath);
sdInputData.ClearToNumGreaterThan(0.0, 100.0); //简单质量控制
sdInputData.ClearToNumLessThan(0.0, 0.10); //简单质量控制，注意冬季情况的适用性
GridData gdOutputData = new GridData(70.0, 140.0, 0.0, 60.0, 0.05, 0.05);
gdOutputData.ClearToNum(0.0);
gdOutputData = SpatialAnalisis.GressManInterpolationForRain(sdInputData, gdOutputData, 0.2, 2.0, new double[] { 1.0, 0.8, 0.6, 0.5, 0.4, 0.3, 0.2, 0.1 }); //分析25-5公里尺度
gdOutputData.WriteFloatValToBin(outputFilePath + ".bin");
string strHeader = StringProcess.DateReplace(@"diamond 4 YYYYMMDDHH00_01hour_QPE YYYY MM DD HH NN 000 0.05 0.05 70.0 140.0 0.0 60.0 1401 1201 2.0 -2.0 20.0 1 00", dtOutput, 000);
gdOutputData.WriteValToMicaps4(outputFilePath + ".m4", strHeader);
///////////////////////////////////////////////////////////////////////////////
//检验程序
ScatterData sdFromQPE = new ScatterData(stainfoPath);
sdFromQPE.ClearToNum(0.0);
sdFromQPE.BilinearInterpolationFromGridData(gdOutputData);
double varError = 0.0;
for (int n = 0; n < sdFromQPE.StaData.Length; n++)
{
varError = varError + (sdFromQPE.StaData[n].Value - sdInputData.StaData[n].Value) * (sdFromQPE.StaData[n].Value - sdInputData.StaData[n].Value);
}
varError = varError / sdFromQPE.StaData.Length;
varError = Math.Sqrt(varError);
simpleLog.WriteInfo("Error is " + varError, 1);
///////////////////////////////////////////////////////////////////////////////
dtCurrent = dtCurrent.AddHours(1);
}
///////////////////////////////////////////////////////////////////////////////
}
catch (Exception ex)
{
simpleLog.WriteError(ex.Message, 1);
}
///////////////////////////////////////////////////////////////////////////////
///////////////////////////////////////////////////////////////////////////////
sw.Stop();
simpleLog.WriteInfo("time elasped: " + sw.Elapsed, 1);
///////////////////////////////////////////////////////////////////////////////
}
