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.Interfaces;
namespace Tnb.QcMgr
{
///
/// spc模块
///
[ApiDescriptionSettings(Tag = ModuleConsts.Tag, Area = ModuleConsts.Area, Order = 800)]
public class QcSpcService : IQcSpcService, IDynamicApiController, ITransient
{
private readonly ISqlSugarRepository _repository;
private readonly IUserManager _userManager;
public QcSpcService(ISqlSugarRepository repository, IUserManager userManager)
{
_repository = repository;
_userManager = userManager;
}
///
/// 获取spcd数据
///
///
///
[HttpPost]
public async Task GetSpcItems(string id)
{
List datas = await _repository.AsSugarClient().Queryable().Where(p => p.mainid == id).ToListAsync();
List SpcDataInputs = new();
datas.ForEach(p =>
{
SpcDataInput SpcDataInput = new()
{
mainid = p.mainid,
checktime = p.checktime,
batch = p.batch,
data = Array.ConvertAll(p.data!.Split(","), float.Parse),
checknum = p.checknum,
defectivenum = p.defectivenum
};
SpcDataInputs.Add(SpcDataInput);
});
return SpcDataInputs;
}
///
/// 保存spcd
///
///
///
[HttpPost]
public async Task SaveData(List SpcDataInput)
{
ISqlSugarClient db = _repository.AsSugarClient();
try
{
if (!string.IsNullOrEmpty(SpcDataInput.First().mainid))
{
_ = await db.Deleteable(p => p.mainid == SpcDataInput.First().mainid).ExecuteCommandAsync();
}
List QcSpcDs = new();
SpcDataInput.ForEach(p =>
{
QcSpcD QcSpcD = new()
{
mainid = p.mainid,
checktime = p.checktime,
batch = p.batch,
data = string.Join(",", p.data),
checknum = p.checknum,
defectivenum = p.defectivenum,
create_id = _userManager.UserId,
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);
}
}
///
/// 获取spc图表
///
///
///
[HttpPost]
public async Task GetSpcData(string id)
{
QcSpcH QcSpcH = await _repository.AsSugarClient().Queryable().Where(p => p.id == id).FirstAsync();
List QcSpcDs = await _repository.AsSugarClient().Queryable().Where(p => p.mainid == id).ToListAsync();
List cinfigs = await _repository.AsSugarClient().Queryable().ToListAsync();
if (QcSpcH.graphtype == "X-R控制图")
{
XRchart XRchart = new()
{
xcharts = new List(),
rcharts = new List()
};
foreach (QcSpcD QcSpcD in QcSpcDs)
{
List datas = Array.ConvertAll(QcSpcD.data!.Split(",", StringSplitOptions.RemoveEmptyEntries), float.Parse).ToList();
XRxchart xchart = new()
{
x = datas.Average(),
jc = datas.Max() - datas.Min(),
usl = QcSpcH.uplimit,
cl = QcSpcH.target,
lsl = QcSpcH.lowerlimit
};
XRrchart rchart = new()
{
r = datas.Max() - datas.Min()
};
XRchart.xcharts.Add(xchart);
XRchart.rcharts.Add(rchart);
}
float? xAverage = XRchart.xcharts.Select(p => p.x).Average();
float? 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;
});
float? D4 = cinfigs.Where(p => p.spctype == "X-R图" && p.spckey == "D4" && p.subcapacity == QcSpcH.samplesize).Select(p => p.spcdata).First();
float? D3 = cinfigs.Where(p => p.spctype == "X-R图" && p.spckey == "D3" && p.subcapacity == QcSpcH.samplesize).Select(p => p.spcdata).First();
float? 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()
{
xcharts = new List(),
scharts = new List()
};
foreach (QcSpcD QcSpcD in QcSpcDs)
{
List datas = Array.ConvertAll(QcSpcD.data!.Split(",", StringSplitOptions.RemoveEmptyEntries), float.Parse).ToList();
XSxchart xchart = new()
{
x = datas.Average(),
bzc = CalculateStdDev(datas),
usl = QcSpcH.uplimit,
cl = QcSpcH.target,
lsl = QcSpcH.lowerlimit
};
XSschart schart = new()
{
s = CalculateStdDev(datas)
};
XSchart.xcharts.Add(xchart);
XSchart.scharts.Add(schart);
}
float? xAverage = XSchart.xcharts.Select(p => p.x).Average();
float? 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;
});
float? B4 = cinfigs.Where(p => p.spctype == "X-S图" && p.spckey == "B4" && p.subcapacity == QcSpcH.samplesize).Select(p => p.spcdata).First();
float? B3 = cinfigs.Where(p => p.spctype == "X-S图" && p.spckey == "B3" && p.subcapacity == QcSpcH.samplesize).Select(p => p.spcdata).First();
float? 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()
{
xcharts = new List(),
rcharts = new List()
};
foreach (QcSpcD QcSpcD in QcSpcDs)
{
List datas = Array.ConvertAll(QcSpcD.data!.Split(",", StringSplitOptions.RemoveEmptyEntries), float.Parse).ToList();
XRxchart xchart = new()
{
x = CalculateMedian(datas),
jc = datas.Max() - datas.Min(),
usl = QcSpcH.uplimit,
cl = QcSpcH.target,
lsl = QcSpcH.lowerlimit
};
XRrchart rchart = new()
{
r = datas.Max() - datas.Min()
};
XRchart.xcharts.Add(xchart);
XRchart.rcharts.Add(rchart);
}
float? xAverage = XRchart.xcharts.Select(p => p.x).Average();
float? 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;
});
float? D4 = cinfigs.Where(p => p.spctype == "中位数图" && p.spckey == "D4" && p.subcapacity == QcSpcH.samplesize).Select(p => p.spcdata).First();
float? D3 = cinfigs.Where(p => p.spctype == "中位数图" && p.spckey == "D3" && p.subcapacity == QcSpcH.samplesize).Select(p => p.spcdata).First();
float? 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()
{
xmrxcharts = new List(),
xmrmrcharts = new List()
};
foreach (QcSpcD QcSpcD in QcSpcDs)
{
List datas = Array.ConvertAll(QcSpcD.data!.Split(",", StringSplitOptions.RemoveEmptyEntries), float.Parse).ToList();
XMRxchart xchart = new()
{
x = datas.Average(),
usl = QcSpcH.uplimit,
cl = QcSpcH.target,
lsl = QcSpcH.lowerlimit
};
if (XMRchart.xmrxcharts.Count > 0)
{
XMRmrschart rchart = new()
{
mr = Math.Abs((float)(xchart.x - XMRchart.xmrxcharts.Last().x)!)
};
XMRchart.xmrmrcharts.Add(rchart);
}
XMRchart.xmrxcharts.Add(xchart);
}
float? xAverage = XMRchart.xmrxcharts.Select(p => p.x).Average();
float? 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;
}
if (QcSpcH.graphtype == "P图")
{
List pcharts = new();
foreach (QcSpcD QcSpcD in QcSpcDs)
{
Pchart pchart = new()
{
p = QcSpcD.defectivenum / QcSpcD.checknum,
n = QcSpcD.checknum
};
pcharts.Add(pchart);
}
float? pAverage = pcharts.Select(p => p.n * p.p).Sum() / pcharts.Select(p => p.n).Sum();
float? nAverage = pcharts.Select(p => p.n).Average();
pcharts.ForEach(p =>
{
p.cl = pAverage;
p.ucl = pAverage + (float)(3 * Math.Sqrt((double)(pAverage * (1 - pAverage))!) / Math.Sqrt((double)nAverage!));
p.lcl = pAverage - (float)(3 * Math.Sqrt((double)(pAverage * (1 - pAverage))!) / Math.Sqrt((double)nAverage!)) < 0 ? 0 : pAverage - (float)(3 * Math.Sqrt((double)(pAverage * (1 - pAverage))!) / Math.Sqrt((double)nAverage!));
});
return pcharts;
}
if (QcSpcH.graphtype == "U图")
{
List ucharts = new();
foreach (QcSpcD QcSpcD in QcSpcDs)
{
Uchart uchart = new()
{
u = QcSpcD.defectivenum / QcSpcD.checknum,
n = QcSpcD.checknum
};
ucharts.Add(uchart);
}
float? uAverage = ucharts.Select(p => p.u).Sum() / ucharts.Count();
float? nAverage = ucharts.Select(p => p.n).Average();
ucharts.ForEach(p =>
{
p.cl = uAverage;
p.ucl = uAverage + (float)(3 * Math.Sqrt((double)(uAverage / nAverage)!));
p.lcl = uAverage - (float)(3 * Math.Sqrt((double)(uAverage / nAverage)!)) < 0 ? 0 : uAverage - (float)(3 * Math.Sqrt((double)(uAverage / nAverage)!));
});
return ucharts;
}
if (QcSpcH.graphtype == "nP图")
{
List npcharts = new();
foreach (QcSpcD QcSpcD in QcSpcDs)
{
NPchart npchart = new()
{
np = QcSpcD.defectivenum
};
npcharts.Add(npchart);
}
float? npAverage = npcharts.Select(p => p.np).Sum() / npcharts.Count();
float? pAverage = npcharts.Select(p => p.np).Sum() / (npcharts.Count() * QcSpcH.subcapacity);
npcharts.ForEach(p =>
{
p.cl = npAverage;
p.ucl = npAverage + (float)(3 * Math.Sqrt((double)(npAverage * (1 - pAverage))!));
p.lcl = npAverage - (float)(3 * Math.Sqrt((double)(npAverage * (1 - pAverage))!)) < 0 ? 0 : npAverage - (float)(3 * Math.Sqrt((double)(npAverage * (1 - pAverage))!));
});
return npcharts;
}
if (QcSpcH.graphtype == "C图")
{
List ccharts = new();
foreach (QcSpcD QcSpcD in QcSpcDs)
{
Cchart cchart = new()
{
c = QcSpcD.defectivenum
};
ccharts.Add(cchart);
}
float? cAverage = ccharts.Select(p => p.c).Sum() / ccharts.Count();
ccharts.ForEach(p =>
{
p.cl = cAverage;
p.ucl = cAverage + (float)(3 * Math.Sqrt((double)cAverage!));
p.lcl = cAverage - (float)(3 * Math.Sqrt((double)cAverage!)) < 0 ? 0 : cAverage - (float)(3 * Math.Sqrt((double)cAverage!));
});
return ccharts;
}
return null;
}
//标准差计算
private static float CalculateStdDev(IEnumerable 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 values)
{
float ret = 0;
float[] floats = values.OrderBy(d => d).ToArray();
ret = floats.Count() % 2 == 0
? (floats[(floats.Count() / 2) - 1] + floats[((floats.Count() + 2) / 2) - 1]) / 2
: floats[((floats.Count() + 1) / 2) - 1];
return ret;
}
//移动极差平均值计算
private static float CalculateMovRange(IEnumerable values)
{
List floats = new();
float[] arr = values.ToArray();
for (int i = 0; i < arr.Length - 1; i++)
{
floats.Add(Math.Abs(arr[i + 1] - arr[i]));
}
return floats.Average();
}
}
}