using Newtonsoft.Json;
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using System;
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using System.Collections.Generic;
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using System.Data;
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using System.IO;
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using System.Linq;
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using System.Net;
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using System.Net.Http;
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using System.Net.Http.Headers;
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using System.Text;
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using System.Threading.Tasks;
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using System.Windows.Forms;
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//using RestSharp;
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namespace CommonBase
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{
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public class SolutionSelector
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{
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public static string url = null;
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public class Files
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{
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public string inputFile;
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public string file;
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}
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public static DataTable GetBestSolutionDict(bool is界面,string ConfigString,int hostID, out int ValidNum,DateTime dateTime=default(DateTime))
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{
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List<Files> FileList = new List<Files>();
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List<string> files = new List<string>();
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List<string> Inputfiles=new List<string>();
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ValidNum = 0;
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if (dateTime==default(DateTime)) { dateTime=DateTime.Now; }
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//string currentDirectory = Directory.GetCurrentDirectory();
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string resultPath = GlobalPath.resultPath;// Path.Combine(GlobalPath.resultPath, "result");
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bool flag = false;
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int lastMinutes = 10;
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double junfangK = 3;
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int filter_times = 2;
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string[] expressStrings = ConfigString.Split(',');
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if (expressStrings.Length > 0) int.TryParse(expressStrings[0], out lastMinutes);
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if (expressStrings.Length > 1) double.TryParse(expressStrings[1], out junfangK);
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if (expressStrings.Length > 2) int.TryParse(expressStrings[2], out filter_times);
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if (is界面)
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{
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IDataObject clipboardData = Clipboard.GetDataObject();
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if (clipboardData != null && clipboardData.GetDataPresent(DataFormats.FileDrop))
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{
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files.AddRange((string[])clipboardData.GetData(DataFormats.FileDrop));
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files.RemoveAll(f => f.ToLower().IndexOf(".json") < 0);
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if (files.Count > 0) flag = true;
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}
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Clipboard.SetText(" ");
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if (!flag)
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{
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if (MessageBox.Show("自动选择历史输出？\r\n是：自动\r\n否：手动", "方案择优", MessageBoxButtons.YesNo) == DialogResult.No)
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{
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OpenFileDialog openFileDialog = new OpenFileDialog();
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openFileDialog.InitialDirectory = resultPath;
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openFileDialog.Filter = "JSON Files (*.json)|*.json";
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openFileDialog.Multiselect = true;
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if (openFileDialog.ShowDialog() == DialogResult.OK)
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{
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string[] selectedFilePaths = openFileDialog.FileNames;
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files.AddRange(selectedFilePaths);
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}
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}
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else
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{
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// 获取当前时间
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DateTime currentTime = dateTime;
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// 计算时间范围，当前时间的十分钟之前
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DateTime tenMinutesAgo = currentTime.AddMinutes(-lastMinutes);
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// 查找目录下的所有.json文件，并根据修改时间进行筛选
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string[] jsonFiles = Directory.GetFiles(resultPath, "*.json")
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.Where(file => File.GetLastWriteTime(file) >= tenMinutesAgo && File.GetLastWriteTime(file) <= currentTime)
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.ToArray();
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string[] inputFiles = Directory.GetFiles(resultPath, "*.input")
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.Where(file => File.GetLastWriteTime(file) >= tenMinutesAgo && File.GetLastWriteTime(file) <= currentTime)
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.ToArray();
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files = jsonFiles.ToList();
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Inputfiles = inputFiles.ToList();
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}
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}
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}
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else
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{
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// 获取当前时间
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DateTime currentTime = dateTime;
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// 计算时间范围，当前时间的十分钟之前
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DateTime tenMinutesAgo = currentTime.AddMinutes(-lastMinutes);
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// 查找目录下的所有.json文件，并根据修改时间进行筛选
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string[] jsonFiles = Directory.GetFiles(resultPath, "*.json")
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.Where(file => getTimeByFileName(file) >= tenMinutesAgo && getTimeByFileName(file) <= currentTime)
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.OrderBy(file =>file)
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.ToArray();
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string[] inputFiles = Directory.GetFiles(resultPath, "*.input")
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.Where(file => getTimeByFileName(file) >= tenMinutesAgo && getTimeByFileName(file) <= currentTime)
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.OrderBy(file=>file)
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.ToArray();
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files = jsonFiles.ToList();
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Inputfiles = inputFiles.ToList();
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}
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string result = null;
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List<PointF3D> points = new List<PointF3D>();
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DataTable dt = new DataTable();
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dt.Columns.Add("时间", typeof(DateTime));
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if (Inputfiles.Count!=0) dt.Columns.Add("接口文件");
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List<double> RecentScada=null;
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if (files.Count>0)
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{
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LogicModelParams param = null;
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string file_full = files[files.Count-1];
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double[] doubles = new double[5];
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string name = new FileInfo(file_full).Name;
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if (ParamBuffer.dict.ContainsKey(name))
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{
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param = ParamBuffer.dict[name];
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}
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else
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{
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try
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{
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param = MessageCompressHelper.ReadCompressedBase64FromFile<LogicModelParams>(file_full);
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}
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catch
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{
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// 读取文件内容
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string fileContent = File.ReadAllText(file_full);
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param = JsonConvert.DeserializeObject<LogicModelParams>(fileContent);
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}
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ParamBuffer.dict.TryAdd(name, param.CloneResult());
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}
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param.dict_ID.TryGetValue(hostID, out variable obj);
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if (obj == null) { obj = param.OFunction.variable; }
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dict dict = new dict();
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dict.LoadFromString(obj.objListString);
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RecentScada = getScadaPumpStatusList(dict);
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}
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else
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{
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return new DataTable();
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}
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for (int i=0;i< files.Count;i++)
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{
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string file_full = files[i];
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LogicModelParams param = null;
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try
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{
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double[] doubles = new double[5];
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List<double> currentScadaList = null;
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string name = new FileInfo(file_full).Name;
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if (ParamBuffer.dict.ContainsKey(name))
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{
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param = ParamBuffer.dict[name];
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}
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else
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{
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try
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{
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param = MessageCompressHelper.ReadCompressedBase64FromFile<LogicModelParams>(file_full);
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}
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catch
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{
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// 读取文件内容
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string fileContent = File.ReadAllText(file_full);
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param = JsonConvert.DeserializeObject<LogicModelParams>(fileContent);
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}
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ParamBuffer.dict.TryAdd(name, param.CloneResult());
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}
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param.dict_ID.TryGetValue(hostID,out variable obj);
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if (obj == null) { obj = param.OFunction.variable; }
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dict dict = new dict();
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dict.LoadFromString(obj.objListString);
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foreach (var kp in dict)
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{
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if (!dt.Columns.Contains(kp.Key)) dt.Columns.Add(kp.Key, typeof(double));
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}
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FileInfo fi = new FileInfo(file_full);
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string file = fi.Name;
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DataRow dr = dt.NewRow();
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DateTime time = getTimeByFileName(file);
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dr["时间"] = time;
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int k = 0;
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foreach (var kp in dict)
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{
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dr[kp.Key] = kp.Value;
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if (k < doubles.Length) doubles[k] = kp.Value;
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k++;
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}
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currentScadaList = getScadaPumpStatusList(dict);
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bool flagScadaStatus = true;
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for (int l=0;l< RecentScada.Count;l++)
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{
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if (currentScadaList[l] != RecentScada[l])
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{
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flagScadaStatus = false;
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break;
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}
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}
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if (!flagScadaStatus) continue;
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if (i==files.Count-1 && dt.Rows.Count==0 || (double)dr["福永目标"] < 4000 && 水泵未变化时水厂压力变化是否正常(doubles, int.Parse( dr["开关量维度值"].ToString())))
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{
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points.Add(new PointF3D(doubles[0], doubles[1], doubles[2], dt.Rows.Count));
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if (Inputfiles.Count != 0) dr["接口文件"] = Inputfiles[i];
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dt.Rows.Add(dr);
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}
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}
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catch
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{
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continue;
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}
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}
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dt.Columns.Add("标记");
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if (Inputfiles.Count != 0) dt.Columns["接口文件"].SetOrdinal(dt.Columns.Count-1);
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if (points.Count <= 0) return new DataTable();
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var filterpoints = points;
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filterpoints = calcFilterPointsBySets(filterpoints, 1);
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//filterpoints = filterByScoal(filterpoints);
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for (int i = 0; i < filter_times; i++)
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filterpoints = calcFilterPoints(filterpoints, junfangK);
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var minP = calcMinPoint(filterpoints);
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for (int i = 0; i < dt.Rows.Count; i++)
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{
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dt.Rows[i]["标记"] = "×";
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}
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foreach (var p in filterpoints)
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{
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dt.Rows[p.rowIndex]["标记"] = "";
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}
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dt.Rows[minP.rowIndex]["标记"] = "√";
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ValidNum=filterpoints.Count;
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return dt;
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}
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static List<double> getScadaPumpStatusList(dict di)
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{
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List<double> doubles = new List<double>();
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doubles.Add(di["凤凰水厂1#泵状态_SCADA"]);
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doubles.Add(di["凤凰水厂2#泵状态_SCADA"]);
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doubles.Add(di["凤凰水厂3#泵状态_SCADA"]);
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doubles.Add(di["凤凰水厂4#泵状态_SCADA"]);
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doubles.Add(di["凤凰水厂5#泵状态_SCADA"]);
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doubles.Add(di["立新水厂1#泵状态_SCADA"]);
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doubles.Add(di["立新水厂2#泵状态_SCADA"]);
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doubles.Add(di["立新水厂3#泵状态_SCADA"]);
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doubles.Add(di["立新水厂4#泵状态_SCADA"]);
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doubles.Add(di["立新水厂5#泵状态_SCADA"]);
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return doubles;
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}
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static bool 水泵未变化时水厂压力变化是否正常(double[] doubles,int 开关量)
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{
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if (开关量 != 0) return true;
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var 立新变化= Math.Abs(doubles[0] - doubles[3]);
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var 凤凰变化 = Math.Abs(doubles[1] - doubles[4]);
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if (立新变化*101.972 > 1.2 || 凤凰变化*101.972 > 1.2) return false;
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return true;
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}
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static DateTime getTimeByFileName(string filename)
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{
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if (File.Exists(filename))
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filename = new FileInfo(filename).Name;
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string format = "yyyy'年'MM'月'dd'日'HH'时'mm'分'";
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DateTime time = default(DateTime);
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DateTime.TryParseExact(filename.Split('_')[2], format, null, System.Globalization.DateTimeStyles.None, out time);
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return time;
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}
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public static WdnmoParam GetWdnmoParam(DataView dv,int bestRowIndex)
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{
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int recentRowIndex = dv.Count - 1;
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double num = (double)dv[bestRowIndex][3];
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string path = dv[bestRowIndex]["接口文件"].ToString();
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string json = File.ReadAllText(path);
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try
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{
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var wp=JsonConvert.DeserializeObject<WdnmoParam>(json);
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return wp;
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}
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catch { return null; }
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}
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static List<PointF3D> calcFilterPointsBySets(List<PointF3D> points, double maxDis)
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{
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// 计算每个点与其他所有点之间的距离和
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List<List<PointF3D>> sets = new List<List<PointF3D>>();
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foreach (var point in points)
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{
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bool flag = false;
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foreach (var set in sets)
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{
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if (CalculateDistance(set[0], point) <= maxDis)
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{
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set.Add(point);
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flag = true;
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break;
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}
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}
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if (!flag)
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{
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sets.Add(new List<PointF3D>() { point});
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}
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}
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List<PointF3D> maxCountSet=new List<PointF3D>();
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foreach(var set in sets)
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{
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if (maxCountSet.Count<=set.Count)
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maxCountSet = set;
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}
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return maxCountSet;
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//return ints;
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}
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static List<PointF3D> calcFilterPoints(List<PointF3D> points, double k)
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{
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// 计算每个点与其他所有点之间的距离和
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List<double> distanceSums = new List<double>();
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foreach (var point in points)
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{
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double distanceSum = 0;
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foreach (var otherPoint in points)
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{
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if (point != otherPoint)
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{
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double distance = CalculateDistance(point, otherPoint);
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distanceSum += distance;
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}
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}
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distanceSums.Add(distanceSum);
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}
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// 计算平均值和标准差
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double mean = distanceSums.Average();
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double stdDev = CalculateStandardDeviation(distanceSums);
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// 计算离群点的阈值
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double threshold = mean + (k * stdDev);
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// 剔除离群点
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List<PointF3D> filteredPoints = new List<PointF3D>();
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//List<int> ints = new List<int>();
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for (int i = 0; i < points.Count; i++)
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{
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if (distanceSums[i] <= threshold)// ints.Add(i);
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filteredPoints.Add(points[i]);
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}
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return filteredPoints;
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//return ints;
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}
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static PointF3D calcMinPoint(List<PointF3D> points)
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{
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// 计算每个点与其他所有点之间的距离和
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List<double> distanceSums = new List<double>();
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foreach (var point in points)
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{
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double distanceSum = 0;
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foreach (var otherPoint in points)
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{
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if (point != otherPoint)
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{
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double distance = CalculateDistance(point, otherPoint);
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distanceSum += distance;
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}
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}
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distanceSums.Add(distanceSum);
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}
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// 找到距离和最小的点的索引
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int minDistanceIndex = distanceSums.LastIndexOf(distanceSums.Min());
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// 获取距离和最小的点
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PointF3D minDistancePoint = points[minDistanceIndex];
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return minDistancePoint;
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}
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// 定义三维点类
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// 计算两个点之间的欧氏距离
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static double CalculateDistance(PointF3D point1, PointF3D point2)
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{
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double distance = Math.Sqrt(Math.Pow(point1.x - point2.x, 2) + Math.Pow(point1.y - point2.y, 2) + Math.Pow(point1.z - point2.z, 2));
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return distance;
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}
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// 计算标准差
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static double CalculateStandardDeviation(List<double> values)
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{
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double avg = values.Average();
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double sumOfSquares = values.Sum(val => Math.Pow(val - avg, 2));
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double stdDev = Math.Sqrt(sumOfSquares / values.Count);
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return stdDev;
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}
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public static string getOrderTxt(DataView dv, int bestRowIndex)
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{
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DataRowView row = dv[bestRowIndex];
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int recentRowIndex = dv.Count - 1;
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double num = (double)dv[bestRowIndex][3];
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string stateTxt = (num > 0) ? "开启" : "关闭";
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int num1 = (int)Math.Abs(num);
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int PumpNum = num1 / 100;
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string facTxt = (PumpNum <= 5) ? "立新" : "凤凰";
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int PumpNumShow = PumpNum > 5 ? PumpNum - 5 : PumpNum;
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string pumpChangeTxt = num == 0 ? "水泵开停不变" : $"{facTxt}{stateTxt}{PumpNumShow}#泵";
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var time = DateTime.Now;
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string PumpStateList_lx0 = "";
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string PumpStateList_fh0 = "";
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string PumpStateList_lx1 = "";
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string PumpStateList_fh1 = "";
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for (int i = 1; i <= 5; i++)
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{
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if ((double)dv[bestRowIndex][5 + i] == 1)
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{
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PumpStateList_lx1 += $"{i}#";
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if (i != PumpNum)
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{
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PumpStateList_lx0 += $"{i}#";
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}
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}
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else if (i == PumpNum)
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{
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PumpStateList_lx0 += $"{i}#";
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}
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}
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PumpNum = PumpNum - 5;
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for (int i = 1; i <= 5; i++)
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{
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if ((double)dv[bestRowIndex][10 + i] == 1)
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{
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PumpStateList_fh1 += $"{i}#";
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if (i != PumpNum)
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{
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PumpStateList_fh0 += $"{i}#";
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}
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}
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else if (i == PumpNum)
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{
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PumpStateList_fh0 += $"{i}#";
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}
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}
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string txt = $@"{time:HH:mm}
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方案内容：
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当前运行方案：
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立新：{PumpStateList_lx0} 出厂压力：{dv[recentRowIndex][4]}MPa
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凤凰：{PumpStateList_fh0} 出厂压力：{dv[recentRowIndex][5]}MPa
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推荐方案：
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立新：{PumpStateList_lx1} 出厂压力：{dv[bestRowIndex][1]}MPa
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凤凰：{PumpStateList_fh1} 出厂压力：{dv[bestRowIndex][2]}MPa
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{pumpChangeTxt}，压力调整
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";
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txt = txt.Trim('\n').Trim(' ');
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return txt;
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}
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public static string SendOrder(string txt)
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{
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//string url = "https://qyapi.weixin.qq.com/cgi-bin/webhook/send?key=ad1996dd-37ac-4476-9f97-30616382593e";
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string param = JsonConvert.SerializeObject(new
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{
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msgtype = "text",
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text = new
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{
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content = txt
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}
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});
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using (HttpClient client = new HttpClient())
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{
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client.DefaultRequestHeaders.Accept.Add(new MediaTypeWithQualityHeaderValue("application/json"));
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HttpContent content = new StringContent(param, Encoding.UTF8, "application/json");
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HttpResponseMessage response = client.PostAsync(url, content).Result;
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if (response.IsSuccessStatusCode)
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{
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// 发送成功
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return null;
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}
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else
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{
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// 发送失败
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return response.ReasonPhrase;
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}
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}
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}
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}
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class PointF3D
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{
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public double x;
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public double y;
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public double z;
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public PointF3D(double x, double y, double z, int rowIndex)
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{
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this.x = x;
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this.y = y;
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this.z = z;
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this.rowIndex = rowIndex;
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}
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public int rowIndex = 0;
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}
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}
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