public static ImmutableTuple <T1, T2>[] TSort <T1, T2>(IDataFrameView df, ref int[] order, IEnumerable <int> columns, bool ascending)
where T1 : IEquatable <T1>, IComparable <T1>
where T2 : IEquatable <T2>, IComparable <T2>
{
var keys = df.EnumerateItems <T1, T2>(columns, ascending).Select(c => c.ToImTuple()).ToArray();
TSort(df, ref order, keys, ascending);
return(keys);
}
public static DataFrameViewGroupResults <TImutKey> TGroupBy <TMutKey, TImutKey>(
IDataFrameView df, int[] rows, int[] columns, IEnumerable <int> cols, bool sort,
MultiGetterAt <TMutKey> getter,
Func <TMutKey, TImutKey> conv,
Func <TImutKey, DataFrameGroupKey[]> conv2)
where TMutKey : ITUple, new()
where TImutKey : IComparable <TImutKey>, IEquatable <TImutKey>
{
var icols = cols.ToArray();
int[] order = rows == null?rows.Select(c => c).ToArray() : Enumerable.Range(0, df.Length).ToArray();
var keys = df.EnumerateItems(icols, true, rows, getter).Select(c => conv(c)).ToArray();
if (sort)
{
DataFrameSorting.TSort(df, ref order, keys, true);
}
var iter = TGroupBy(df, order, keys, columns, conv2);
return(new DataFrameViewGroupResults <TImutKey>(iter));
}
public static DataFrame TJoin <TMutKey, TImutKey>(
IDataFrameView left, IDataFrameView right,
int[] rowsLeft, int[] rowsRight,
int[] columnsLeft, int[] columnsRight,
IEnumerable <int> colsLeft, IEnumerable <int> colsRight,
bool sort,
string leftSuffix, string rightSuffix,
JoinStrategy joinType,
MultiGetterAt <TMutKey> getterLeft,
MultiGetterAt <TMutKey> getterRight,
Func <TMutKey, TImutKey> conv,
Func <TImutKey, DataFrameGroupKey[]> convLeft,
Func <TImutKey, DataFrameGroupKey[]> convRight)
where TMutKey : ITUple, new()
where TImutKey : IComparable <TImutKey>, IEquatable <TImutKey>
{
var icolsLeft = colsLeft.ToArray();
var icolsRight = colsRight.ToArray();
int[] orderLeft = rowsLeft == null?rowsLeft.Select(c => c).ToArray() : Enumerable.Range(0, left.Length).ToArray();
int[] orderRight = rowsLeft == null?rowsRight.Select(c => c).ToArray() : Enumerable.Range(0, right.Length).ToArray();
var keysLeft = left.EnumerateItems(icolsLeft, true, rowsLeft, getterLeft).Select(c => conv(c)).ToArray();
var keysRight = right.EnumerateItems(icolsRight, true, rowsRight, getterRight).Select(c => conv(c)).ToArray();
if (sort)
{
DataFrameSorting.TSort(left, ref orderLeft, keysLeft, true);
DataFrameSorting.TSort(right, ref orderRight, keysRight, true);
}
var iter = TJoin <TImutKey>(left, right, orderLeft, orderRight, keysLeft, keysRight,
icolsLeft, icolsRight, leftSuffix, rightSuffix, joinType, convLeft, convRight);
return(DataFrame.Concat(iter));
}
public IEnumerable <TValue> EnumerateItems <TValue>(int[] columns, bool ascending, IEnumerable <int> rows, MultiGetterAt <TValue> getter)
where TValue : ITUple, new()
{
return(_src.EnumerateItems(columns, ascending, rows == null ? _rows : rows.Select(c => _rows[c]), getter));
}
