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This commit is contained in:
qianjiawei
2023-08-25 17:53:56 +08:00
parent 24606bab04
commit bbcdb7d0fb
5 changed files with 408 additions and 6 deletions
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98
QcMgr/Tnb.QcMgr.Entities/Dto/SpcData.cs
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@@ -3,10 +3,108 @@ using System.Collections.Generic;
using System.Linq;
using System.Text;
using System.Threading.Tasks;
using Spire.Xls.Core.Spreadsheet.Charts;
namespace Tnb.QcMgr.Entities
{
public class SpcDataInput
{
/// <summary>
/// 主表id
/// </summary>
public string? mainid { get; set; }
/// <summary>
/// 检验时间
/// </summary>
public string? checktime { get; set; }
/// <summary>
/// 批次
/// </summary>
public string? batch { get; set; }
/// <summary>
/// 数据
/// </summary>
public float[] data { get; set; }
/// <summary>
/// 检查数量
/// </summary>
public int? checknum { get; set; }
/// <summary>
/// 不良品数量
/// </summary>
public int? defectivenum { get; set; }
}
public class XRchart
{
public List<XRxchart> xcharts { get; set; }
public List<XRrchart> rcharts { get; set; }
}
public class XRxchart
{
public float? x { get; set; }
public float? jc { get; set; }
public float? usl { get; set; }
public float? cl { get; set; }
public float? lsl { get; set; }
public float? uclx { get; set; }
public float? clx { get; set; }
public float? lclx { get; set; }
}
public class XRrchart
{
public float? r { get; set; }
public float? uclr { get; set; }
public float? clr { get; set; }
public float? lclr { get; set; }
}
public class XSchart
{
public List<XSxchart> xcharts { get; set; }
public List<XSschart> scharts { get; set; }
}
public class XSxchart
{
public float? x { get; set; }
public float? bzc { get; set; }
public float? usl { get; set; }
public float? cl { get; set; }
public float? lsl { get; set; }
public float? uclx { get; set; }
public float? clx { get; set; }
public float? lclx { get; set; }
}
public class XSschart
{
public float? s { get; set; }
public float? ucls { get; set; }
public float? cls { get; set; }
public float? lcls { get; set; }
}
public class XMRchart
{
public List<XMRxchart> xmrxcharts { get; set; }
public List<XMRmrschart> xmrmrcharts { get; set; }
}
public class XMRxchart
{
public float? x { get; set; }
public float? usl { get; set; }
public float? cl { get; set; }
public float? lsl { get; set; }
public float? uclx { get; set; }
public float? clx { get; set; }
public float? lclx { get; set; }
}
public class XMRmrschart
{
public float? mr { get; set; }
public float? uclmr { get; set; }
public float? clmr { get; set; }
public float? lclmr { get; set; }
}
}

4
QcMgr/Tnb.QcMgr.Entities/Entity/QcSpcConfig.cs
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@@ -28,7 +28,7 @@ namespace Tnb.QcMgr.Entities
/// <summary>
/// 子组容量
/// </summary>
public string? subcapacity { get; set; }
public int? subcapacity { get; set; }
/// <summary>
/// 控制图键
@@ -38,7 +38,7 @@ namespace Tnb.QcMgr.Entities
/// <summary>
/// 控制图值
/// </summary>
public decimal? spcdata { get; set; }
public float? spcdata { get; set; }
}

6
QcMgr/Tnb.QcMgr.Entities/Entity/QcSpcH.cs
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@@ -98,17 +98,17 @@ namespace Tnb.QcMgr.Entities
/// <summary>
/// 规格上限
/// </summary>
public decimal? uplimit { get; set; }
public float? uplimit { get; set; }
/// <summary>
/// 目标值
/// </summary>
public decimal? target { get; set; }
public float? target { get; set; }
/// <summary>
/// 规格下限
/// </summary>
public decimal? lowerlimit { get; set; }
public float? lowerlimit { get; set; }
/// <summary>
/// 子组容量

4
QcMgr/Tnb.QcMgr.Interfaces/IQcSpcService.cs
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@@ -20,6 +20,8 @@ namespace Tnb.QcMgr.Interfaces
/// 保存spcd数据
/// </summary>
/// <returns></returns>
public Task SaveData(SpcDataInput SpcDataInput);
public Task SaveData(List<SpcDataInput> SpcDataInput);
public Task<dynamic> GetSpcData(string id);
}
}

302
QcMgr/Tnb.QcMgr/QcSpcService.cs Normal file
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@@ -0,0 +1,302 @@
using System;
using System.ArrayExtensions;
using System.Collections.Generic;
using System.Linq;
using System.Text;
using System.Threading.Tasks;
using Aspose.Cells.Drawing;
using JNPF.Common.Core.Manager;
using JNPF.Common.Enums;
using JNPF.DependencyInjection;
using JNPF.DynamicApiController;
using JNPF.FriendlyException;
using Microsoft.AspNetCore.Mvc;
using SqlSugar;
using Tnb.QcMgr.Entities;
using Tnb.QcMgr.Entities.Entity;
using Tnb.QcMgr.Interfaces;
namespace Tnb.QcMgr
{
/// <summary>
/// spc模块
/// </summary>
[ApiDescriptionSettings(Tag = ModuleConsts.Tag, Area = ModuleConsts.Area, Order = 800)]
public class QcSpcService : IQcSpcService, IDynamicApiController, ITransient
{
private readonly ISqlSugarRepository<QcSpcH> _repository;
private readonly IUserManager _userManager;
public QcSpcService(ISqlSugarRepository<QcSpcH> repository, IUserManager userManager)
{
_repository = repository;
_userManager = userManager;
}
/// <summary>
/// 获取spcd数据
/// </summary>
/// <param name="id"></param>
/// <returns></returns>
[HttpPost]
public async Task<dynamic> GetSpcItems(string id)
{
var datas= await _repository.AsSugarClient().Queryable<QcSpcD>().Where(p => p.mainid == id).ToListAsync();
List<SpcDataInput> SpcDataInputs=new List<SpcDataInput>();
datas.ForEach(p =>
{
SpcDataInput SpcDataInput = new SpcDataInput();
SpcDataInput.mainid = p.mainid;
SpcDataInput.checktime = p.checktime;
SpcDataInput.batch = p.batch;
SpcDataInput.data = Array.ConvertAll(p.data!.Split(","),float.Parse);
SpcDataInput.checknum = p.checknum;
SpcDataInput.defectivenum = p.defectivenum;
SpcDataInputs.Add(SpcDataInput);
});
return SpcDataInputs;
}
/// <summary>
/// 保存spcd
/// </summary>
/// <param name="CheckItemInput"></param>
/// <returns></returns>
[HttpPost]
public async Task SaveData(List<SpcDataInput> SpcDataInput)
{
var db = _repository.AsSugarClient();
try
{
if (!string.IsNullOrEmpty(SpcDataInput.First().mainid))
await db.Deleteable<QcSpcD>(p => p.mainid == SpcDataInput.First().mainid).ExecuteCommandAsync();
List<QcSpcD> QcSpcDs = new List<QcSpcD>();
SpcDataInput.ForEach(p =>
{
QcSpcD QcSpcD=new QcSpcD();
QcSpcD.mainid = p.mainid;
QcSpcD.checktime = p.checktime;
QcSpcD.batch = p.batch;
QcSpcD.data = string.Join(",", p.data);
QcSpcD.checknum = p.checknum;
QcSpcD.defectivenum = p.defectivenum;
QcSpcD.create_id = _userManager.UserId;
QcSpcD.create_time=DateTime.Now;
QcSpcDs.Add(QcSpcD);
});
await db.Ado.BeginTranAsync();
await db.Insertable(QcSpcDs).ExecuteCommandAsync();
await db.Ado.CommitTranAsync();
}
catch (Exception)
{
await db.Ado.RollbackTranAsync();
throw Oops.Oh(ErrorCode.COM1000);
}
}
/// <summary>
/// 获取spc图表
/// </summary>
/// <param name="id"></param>
/// <returns></returns>
[HttpPost]
public async Task<dynamic> GetSpcData(string id)
{
var QcSpcH = await _repository.AsSugarClient().Queryable<QcSpcH>().Where(p => p.id == id).FirstAsync();
var QcSpcDs = await _repository.AsSugarClient().Queryable<QcSpcD>().Where(p => p.mainid == id).ToListAsync();
var cinfigs = await _repository.AsSugarClient().Queryable<QcSpcConfig>().ToListAsync();
if (QcSpcH.graphtype == "X-R控制图")
{
XRchart XRchart = new XRchart();
XRchart.xcharts = new List<XRxchart>();
XRchart.rcharts = new List<XRrchart>();
foreach (var QcSpcD in QcSpcDs)
{
List<float> datas = Array.ConvertAll(QcSpcD.data!.Split(",", StringSplitOptions.RemoveEmptyEntries), float.Parse).ToList();
XRxchart xchart = new XRxchart();
xchart.x = datas.Average();
xchart.jc = datas.Max() - datas.Min();
xchart.usl = QcSpcH.uplimit;
xchart.cl = QcSpcH.target;
xchart.lsl = QcSpcH.lowerlimit;
XRrchart rchart = new XRrchart();
rchart.r = datas.Max() - datas.Min();
XRchart.xcharts.Add(xchart);
XRchart.rcharts.Add(rchart);
}
var xAverage = XRchart.xcharts.Select(p => p.x).Average();
var num = XRchart.xcharts.Select(p => p.jc).Average() * cinfigs.Where(p => p.spctype == "X-R图" && p.spckey == "A2" && p.subcapacity == QcSpcH.samplesize).Select(p => p.spcdata).First();
XRchart.xcharts.ForEach(p =>
{
p.uclx = xAverage + num;
p.clx = xAverage;
p.lclx = xAverage - num;
});
var D4 = cinfigs.Where(p => p.spctype == "X-R图" && p.spckey == "D4" && p.subcapacity == QcSpcH.samplesize).Select(p => p.spcdata).First();
var D3 = cinfigs.Where(p => p.spctype == "X-R图" && p.spckey == "D3" && p.subcapacity == QcSpcH.samplesize).Select(p => p.spcdata).First();
var rAverage = XRchart.rcharts.Select(p => p.r).Average();
XRchart.rcharts.ForEach(p =>
{
p.uclr = rAverage * D4;
p.clr = rAverage;
p.lclr = rAverage * D3;
});
return XRchart;
}
if (QcSpcH.graphtype == "X-S控制图")
{
XSchart XSchart = new XSchart();
XSchart.xcharts = new List<XSxchart>();
XSchart.scharts = new List<XSschart>();
foreach (var QcSpcD in QcSpcDs)
{
List<float> datas = Array.ConvertAll(QcSpcD.data!.Split(",", StringSplitOptions.RemoveEmptyEntries), float.Parse).ToList();
XSxchart xchart = new XSxchart();
xchart.x = datas.Average();
xchart.bzc = CalculateStdDev(datas);
xchart.usl = QcSpcH.uplimit;
xchart.cl = QcSpcH.target;
xchart.lsl = QcSpcH.lowerlimit;
XSschart schart = new XSschart();
schart.s = CalculateStdDev(datas);
XSchart.xcharts.Add(xchart);
XSchart.scharts.Add(schart);
}
var xAverage = XSchart.xcharts.Select(p => p.x).Average();
var num = XSchart.xcharts.Select(p => p.bzc).Average() * cinfigs.Where(p => p.spctype == "X-S图" && p.spckey == "A3" && p.subcapacity == QcSpcH.samplesize).Select(p => p.spcdata).First();
XSchart.xcharts.ForEach(p =>
{
p.uclx = xAverage + num;
p.clx = xAverage;
p.lclx = xAverage - num;
});
var B4 = cinfigs.Where(p => p.spctype == "X-S图" && p.spckey == "B4" && p.subcapacity == QcSpcH.samplesize).Select(p => p.spcdata).First();
var B3 = cinfigs.Where(p => p.spctype == "X-S图" && p.spckey == "B3" && p.subcapacity == QcSpcH.samplesize).Select(p => p.spcdata).First();
var sAverage = XSchart.scharts.Select(p => p.s).Average();
XSchart.scharts.ForEach(p =>
{
p.ucls = sAverage * B4;
p.cls = sAverage;
p.lcls = sAverage * B3;
});
return XSchart;
}
if (QcSpcH.graphtype == "X中位数-R图")
{
XRchart XRchart = new XRchart();
XRchart.xcharts = new List<XRxchart>();
XRchart.rcharts = new List<XRrchart>();
foreach (var QcSpcD in QcSpcDs)
{
List<float> datas = Array.ConvertAll(QcSpcD.data!.Split(",", StringSplitOptions.RemoveEmptyEntries), float.Parse).ToList();
XRxchart xchart = new XRxchart();
xchart.x = CalculateMedian(datas);
xchart.jc = datas.Max() - datas.Min();
xchart.usl = QcSpcH.uplimit;
xchart.cl = QcSpcH.target;
xchart.lsl = QcSpcH.lowerlimit;
XRrchart rchart = new XRrchart();
rchart.r = datas.Max() - datas.Min();
XRchart.xcharts.Add(xchart);
XRchart.rcharts.Add(rchart);
}
var xAverage = XRchart.xcharts.Select(p => p.x).Average();
var num = XRchart.xcharts.Select(p => p.jc).Average() * cinfigs.Where(p => p.spctype == "中位数图" && p.spckey == "A2" && p.subcapacity == QcSpcH.samplesize).Select(p => p.spcdata).First();
XRchart.xcharts.ForEach(p =>
{
p.uclx = xAverage + num;
p.clx = xAverage;
p.lclx = xAverage - num;
});
var D4 = cinfigs.Where(p => p.spctype == "中位数图" && p.spckey == "D4" && p.subcapacity == QcSpcH.samplesize).Select(p => p.spcdata).First();
var D3 = cinfigs.Where(p => p.spctype == "中位数图" && p.spckey == "D3" && p.subcapacity == QcSpcH.samplesize).Select(p => p.spcdata).First();
var rAverage = XRchart.rcharts.Select(p => p.r).Average();
XRchart.rcharts.ForEach(p =>
{
p.uclr = rAverage * D4;
p.clr = rAverage;
p.lclr = rAverage * D3;
});
return XRchart;
}
if (QcSpcH.graphtype == "X-MR控制图")
{
XMRchart XMRchart = new XMRchart();
XMRchart.xmrxcharts = new List<XMRxchart>();
XMRchart.xmrmrcharts = new List<XMRmrschart>();
foreach (var QcSpcD in QcSpcDs)
{
List<float> datas = Array.ConvertAll(QcSpcD.data!.Split(",", StringSplitOptions.RemoveEmptyEntries), float.Parse).ToList();
XMRxchart xchart = new XMRxchart();
xchart.x = datas.Average();
xchart.usl = QcSpcH.uplimit;
xchart.cl = QcSpcH.target;
xchart.lsl = QcSpcH.lowerlimit;
if (XMRchart.xmrxcharts.Count > 0)
{
XMRmrschart rchart = new XMRmrschart();
rchart.mr = Math.Abs((float)(xchart.x - XMRchart.xmrxcharts.Last().x)!);
XMRchart.xmrmrcharts.Add(rchart);
}
XMRchart.xmrxcharts.Add(xchart);
}
var xAverage = XMRchart.xmrxcharts.Select(p => p.x).Average();
var mrAverage = XMRchart.xmrmrcharts.Select(p => p.mr).Average();
XMRchart.xmrxcharts.ForEach(p =>
{
p.uclx = xAverage + (float)(2.66 * mrAverage)!;
p.clx = xAverage;
p.lclx = xAverage - (float)(2.66 * mrAverage)!;
});
XMRchart.xmrmrcharts.ForEach(p =>
{
p.uclmr = (float)(mrAverage * 3.267)!;
p.clmr = mrAverage;
p.lclmr = 0;
});
return XMRchart;
}
return null;
}
//标准差计算
private static float CalculateStdDev(IEnumerable<float> values)
{
double ret = 0;
if (values.Count() > 0)
{
// 计算平均数
double avg = values.Average();
// 计算各数值与平均数的差值的平方，然后求和
double sum = values.Sum(d => Math.Pow(d - avg, 2));
// 除以数量，然后开方
ret = Math.Sqrt(sum / values.Count());
}
return (float)ret;
}
//中位数计算
private static float CalculateMedian(IEnumerable<float> values)
{
float ret = 0;
var floats = values.OrderBy(d => d).ToArray();
if (floats.Count() % 2 == 0)
{
ret = (floats[floats.Count() / 2 - 1] + floats[(floats.Count() + 2) / 2 - 1]) / 2;
}
else
{
ret = floats[(floats.Count() + 1) / 2 - 1];
}
return ret;
}
//移动极差平均值计算
private static float CalculateMovRange(IEnumerable<float> values)
{
List<float> floats = new List<float>();
var arr=values.ToArray();
for (int i = 0; i < arr.Length-1; i++)
{
floats.Add(Math.Abs((arr[i + 1] - arr[i])));
}
return floats.Average();
}
}
}