//only for consumption and production...
public static void ExcelToJsonSeriesPredictors1(DataItem di)
{
var er = new Utils.ExcelReader();
Func<string, List<HistoricalPrice>> excelRead = (string path) =>
{
var hdx1 = er.ReadNordPoolSpotHistoricalPricesInterop(DataDownloader.SavePath + path, 3);
var hdx2 = er.ReadNordPoolSpotHistoricalPricesInterop(DataDownloader.SavePath + path, 4);
var hdx3 = er.ReadNordPoolSpotHistoricalPricesInterop(DataDownloader.SavePath + path, 5);
var hdx4 = er.ReadNordPoolSpotHistoricalPricesInterop(DataDownloader.SavePath + path, 6);
//needs to be done, since the sum is not already consistently calculated
for (int i = 0; i < hdx1.Count; i++)
{
hdx1[i].Value = hdx2[i].Value + hdx3[i].Value + hdx4[i].Value;
}
return hdx1;
};
var nd = new DataDownloader();
Func<int, List<HistoricalPrice>> readYear = (int year) =>
{
var p = nd.BuildFileName(di, Country.All, Resolution.Hourly, FromYear(year));
return excelRead(p);
};
var hd = readYear(2013);
hd.AddRange(readYear(2014));
hd.AddRange(readYear(2015));
// do here some preprocessing?... interpolate missing and ourliers... but not spikes
var negvs = hd.Where(x => x.Value < 0).ToList();
var nulls = hd.Where(x => !x.Value.HasValue).ToList();
var name = nd.BuildFileName(di, Country.All, Resolution.Hourly);
nd.SaveFileAsJson(GetAppDataServerPath() + name + ".json", hd);
}
public static void ExcelToJsonSeriesPredictors3(DataItem di)
{
var er = new Utils.ExcelReader();
Func<string, int, int, List<HistoricalPrice>> excelRead = (string path, int fromColumn, int toColumn) =>
{
var cols = new List<List<HistoricalPrice>>();
for (int i = fromColumn; i <= toColumn; i++)
{
cols.Add(er.ReadNordPoolSpotHistoricalPricesInterop(DataDownloader.SavePath + path, i));
}
//needs to be done, since the sum is not already consistently calculated
//assumed same data lengths, ofc
for (int i = 0; i < cols[0].Count; i++)
{
decimal? val = 0m;
for (int j = 1; j < cols.Count; j++)
{
val += cols[j][i].Value;
}
cols[0][i].Value += val;
}
return cols[0];
};
var nd = new DataDownloader();
Func<int, List<HistoricalPrice>> readYear = (int year) =>
{
var p = nd.BuildFileName(di, Resolution.Hourly, FromYear(year));
if (di == DataItem.Hydro_Reservoir)
return excelRead(p, 2, 4);
else if (di == DataItem.Wind_Power)
return excelRead(p, 3, 4);
else throw new Exception("Not compatible");
};
var hd = readYear(2013);
hd.AddRange(readYear(2014));
hd.AddRange(readYear(2015));
// do here some preprocessing?... interpolate missing and ourliers... but not spikes
var negvs = hd.Where(x => x.Value < 0).ToList();
var nulls = hd.Where(x => !x.Value.HasValue).ToList();
var name = nd.BuildFileName(di, Country.All, Resolution.Hourly);
nd.SaveFileAsJson(GetAppDataServerPath() + name + ".json", hd);
}
public static void ExcelToJsonSeries(DataItem di)
{
Func<int, string, string> downloadMethod = (int p1, string p2) => p2.Substring(p1);
var er = new Utils.ExcelReader();
var nd = new DataDownloader();
var p = nd.BuildFileName(DataItem.Elspot_Prices, Resolution.Hourly, FromYear(2013), Currency.EUR);
var hd = er.ReadNordPoolSpotHistoricalPricesInterop(DataDownloader.SavePath + p, 3);
p = nd.BuildFileName(DataItem.Elspot_Prices, Resolution.Hourly, FromYear(2014), Currency.EUR);
var hd1 = er.ReadNordPoolSpotHistoricalPricesInterop(DataDownloader.SavePath + p, 3);
hd.AddRange(hd1);
p = nd.BuildFileName(DataItem.Elspot_Prices, Resolution.Hourly, FromYear(2015), Currency.EUR);
var hd2 = er.ReadNordPoolSpotHistoricalPricesInterop(DataDownloader.SavePath + p, 3);
hd.AddRange(hd2);
// do here some preprocessing?... interpolate missing and ourliers... but not spikes
var negvs = hd.Where(x => x.Value < 0).ToList();
var nulls = hd.Where(x => !x.Value.HasValue).ToList();
var name = nd.BuildFileName(DataItem.Elspot_Prices, Resolution.Hourly, Currency.EUR);
nd.SaveFileAsJson(GetAppDataServerPath() + name + ".json", hd);
}