public static IEnumerable <Statistics> Calculate(string[] forIcos = null, bool futureKIDX = false)
{
var client = ES.Manager.GetESClient_KIndex();
//if (!string.IsNullOrEmpty(Devmasters.Config.GetWebConfigValue("UseKindexTemp")))
if (futureKIDX)
{
client = ES.Manager.GetESClient_KIndexTemp();
}
int[] calculationYears = Consts.ToCalculationYears;
Func <int, int, Nest.ISearchResponse <Lib.Analysis.KorupcniRiziko.KIndexData> > searchfnc = null;
if (forIcos != null)
{
searchfnc = (size, page) =>
{
return(client.Search <Lib.Analysis.KorupcniRiziko.KIndexData>(a => a
.Size(size)
.From(page * size)
.Query(q => q.Terms(t => t.Field(f => f.Ico).Terms(forIcos)))
.Scroll("10m")
));
};
}
else
{
searchfnc = (size, page) =>
{
return(client.Search <Lib.Analysis.KorupcniRiziko.KIndexData>(a => a
.Size(size)
.From(page * size)
.Query(q => q.MatchAll())
.Scroll("10m")
));
};
};
List <Lib.Analysis.KorupcniRiziko.KIndexData> data = new List <Analysis.KorupcniRiziko.KIndexData>();
Lib.Searching.Tools.DoActionForQuery <Lib.Analysis.KorupcniRiziko.KIndexData>(client,
searchfnc,
(hit, param) =>
{
if (hit.Source.roky.Any(m => m.KIndexReady))
{
data.Add(hit.Source);
}
return(new Devmasters.Batch.ActionOutputData()
{
CancelRunning = false, Log = null
});
}, null, Devmasters.Batch.Manager.DefaultOutputWriter, Devmasters.Batch.Manager.DefaultProgressWriter,
false, prefix: "GET data ");
List <Statistics> stats = new List <Statistics>();
foreach (var year in calculationYears)
{
var datayear = data
.Where(m => (forIcos == null || forIcos?.Contains(m.Ico) == true))
.Select(m => new { ic = m.Ico, data = m.ForYear(year) })
.Where(y => y != null && y.data != null && y.data.KIndexReady)
.ToDictionary(k => k.ic, v => v.data);
if (datayear.Count == 0)
{
continue;
}
var stat = new Statistics()
{
Rok = year
};
//poradi
stat.SubjektOrderedListKIndexAsc = datayear
.Where(m => m.Value.KIndexReady)
.Select(m => {
var company = Firmy.Get(m.Key);
return(m.Key, m.Value.KIndex, company.KrajId);
})
.OrderBy(m => m.KIndex)
.ToList();
foreach (KIndexData.KIndexParts part in Enum.GetValues(typeof(KIndexData.KIndexParts)))
{
stat.SubjektOrderedListPartsAsc.Add(part, datayear
.Where(m => m.Value.KIndexReady)
.Where(m => m.Value.KIndexVypocet.Radky.Any(r => r.VelicinaPart == part))
.Select(m => {
var company = Firmy.Get(m.Key);
return(m.Key, m.Value.KIndexVypocet.Radky.First(r => r.VelicinaPart == part).Hodnota, company.KrajId);
})
.OrderBy(m => m.Hodnota)
.ToList()
);
}
//prumery
stat.AverageKindex = datayear.Average(m => m.Value.KIndex);
stat.AverageParts = new KIndexData.VypocetDetail();
List <KIndexData.VypocetDetail.Radek> radky = new List <KIndexData.VypocetDetail.Radek>();
foreach (KIndexData.KIndexParts part in Enum.GetValues(typeof(KIndexData.KIndexParts)))
{
decimal val = datayear
.Select(m => m.Value.KIndexVypocet.Radky
.FirstOrDefault(r => r.Velicina == (int)part))
.Where(a => a != null)
.Average(a => a.Hodnota);
KIndexData.VypocetDetail.Radek radek = new KIndexData.VypocetDetail.Radek(part, val, KIndexData.DetailInfo.DefaultKIndexPartKoeficient(part));
radky.Add(radek);
}
stat.AverageParts = new KIndexData.VypocetDetail()
{
Radky = radky.ToArray()
};
//percentily
stat.PercentileKIndex = new Dictionary <int, decimal>();
stat.PercentileParts = new Dictionary <int, KIndexData.VypocetDetail>();
foreach (var perc in Percentiles)
{
stat.PercentileKIndex.Add(perc,
HlidacStatu.Util.MathTools.PercentileCont(perc / 100m, datayear.Select(m => m.Value.KIndex))
);
radky = new List <KIndexData.VypocetDetail.Radek>();
foreach (KIndexData.KIndexParts part in Enum.GetValues(typeof(KIndexData.KIndexParts)))
{
decimal val = HlidacStatu.Util.MathTools.PercentileCont(perc / 100m,
datayear
.Select(m => m.Value.KIndexVypocet.Radky.FirstOrDefault(r => r.Velicina == (int)part))
.Where(m => m != null)
.Select(m => m.Hodnota)
);
KIndexData.VypocetDetail.Radek radek = new KIndexData.VypocetDetail.Radek(part, val, KIndexData.DetailInfo.DefaultKIndexPartKoeficient(part));
radky.Add(radek);
}
stat.PercentileParts.Add(perc, new KIndexData.VypocetDetail()
{
Radky = radky.ToArray()
});
}
stats.Add(stat);
} //year
return(stats);
}
