from __future__ import annotations from typing import TYPE_CHECKING from narwhals._sql.group_by import SQLGroupBy if TYPE_CHECKING: from collections.abc import Sequence import ibis.expr.types as ir # noqa: F401 from narwhals._ibis.dataframe import IbisLazyFrame from narwhals._ibis.expr import IbisExpr class IbisGroupBy(SQLGroupBy["IbisLazyFrame", "IbisExpr", "ir.Value"]): def __init__( self, df: IbisLazyFrame, keys: Sequence[str] | Sequence[IbisExpr], /, *, drop_null_keys: bool, ) -> None: frame, self._keys, self._output_key_names = self._parse_keys(df, keys=keys) self._compliant_frame = frame.drop_nulls(self._keys) if drop_null_keys else frame def agg(self, *exprs: IbisExpr) -> IbisLazyFrame: native = self.compliant.native return self.compliant._with_native( native.group_by(self._keys).aggregate(*self._evaluate_exprs(exprs)) ).rename(dict(zip(self._keys, self._output_key_names)))