Files
Buffteks-Website/streamlit-venv/lib/python3.10/site-packages/narwhals/_polars/expr.py
2025-01-10 21:40:35 +00:00

166 lines
5.8 KiB
Python
Executable File

from __future__ import annotations
from typing import TYPE_CHECKING
from typing import Any
from narwhals._polars.utils import extract_args_kwargs
from narwhals._polars.utils import extract_native
from narwhals._polars.utils import narwhals_to_native_dtype
from narwhals.utils import Implementation
if TYPE_CHECKING:
from typing_extensions import Self
from narwhals.dtypes import DType
from narwhals.typing import DTypes
class PolarsExpr:
def __init__(self, expr: Any, dtypes: DTypes) -> None:
self._native_expr = expr
self._implementation = Implementation.POLARS
self._dtypes = dtypes
def __repr__(self) -> str: # pragma: no cover
return "PolarsExpr"
def _from_native_expr(self, expr: Any) -> Self:
return self.__class__(expr, dtypes=self._dtypes)
def __getattr__(self, attr: str) -> Any:
def func(*args: Any, **kwargs: Any) -> Any:
args, kwargs = extract_args_kwargs(args, kwargs) # type: ignore[assignment]
return self._from_native_expr(
getattr(self._native_expr, attr)(*args, **kwargs)
)
return func
def cast(self, dtype: DType) -> Self:
expr = self._native_expr
dtype = narwhals_to_native_dtype(dtype, self._dtypes)
return self._from_native_expr(expr.cast(dtype))
def __eq__(self, other: object) -> Self: # type: ignore[override]
return self._from_native_expr(self._native_expr.__eq__(extract_native(other)))
def __ne__(self, other: object) -> Self: # type: ignore[override]
return self._from_native_expr(self._native_expr.__ne__(extract_native(other)))
def __ge__(self, other: Any) -> Self:
return self._from_native_expr(self._native_expr.__ge__(extract_native(other)))
def __gt__(self, other: Any) -> Self:
return self._from_native_expr(self._native_expr.__gt__(extract_native(other)))
def __le__(self, other: Any) -> Self:
return self._from_native_expr(self._native_expr.__le__(extract_native(other)))
def __lt__(self, other: Any) -> Self:
return self._from_native_expr(self._native_expr.__lt__(extract_native(other)))
def __and__(self, other: PolarsExpr | bool | Any) -> Self:
return self._from_native_expr(self._native_expr.__and__(extract_native(other)))
def __or__(self, other: PolarsExpr | bool | Any) -> Self:
return self._from_native_expr(self._native_expr.__or__(extract_native(other)))
def __add__(self, other: Any) -> Self:
return self._from_native_expr(self._native_expr.__add__(extract_native(other)))
def __radd__(self, other: Any) -> Self:
return self._from_native_expr(self._native_expr.__radd__(extract_native(other)))
def __sub__(self, other: Any) -> Self:
return self._from_native_expr(self._native_expr.__sub__(extract_native(other)))
def __rsub__(self, other: Any) -> Self:
return self._from_native_expr(self._native_expr.__rsub__(extract_native(other)))
def __mul__(self, other: Any) -> Self:
return self._from_native_expr(self._native_expr.__mul__(extract_native(other)))
def __rmul__(self, other: Any) -> Self:
return self._from_native_expr(self._native_expr.__rmul__(extract_native(other)))
def __pow__(self, other: Any) -> Self:
return self._from_native_expr(self._native_expr.__pow__(extract_native(other)))
def __rpow__(self, other: Any) -> Self:
return self._from_native_expr(self._native_expr.__rpow__(extract_native(other)))
def __invert__(self) -> Self:
return self._from_native_expr(self._native_expr.__invert__())
@property
def dt(self) -> PolarsExprDateTimeNamespace:
return PolarsExprDateTimeNamespace(self)
@property
def str(self) -> PolarsExprStringNamespace:
return PolarsExprStringNamespace(self)
@property
def cat(self) -> PolarsExprCatNamespace:
return PolarsExprCatNamespace(self)
@property
def name(self: Self) -> PolarsExprNameNamespace:
return PolarsExprNameNamespace(self)
class PolarsExprDateTimeNamespace:
def __init__(self, expr: PolarsExpr) -> None:
self._expr = expr
def __getattr__(self, attr: str) -> Any:
def func(*args: Any, **kwargs: Any) -> Any:
args, kwargs = extract_args_kwargs(args, kwargs) # type: ignore[assignment]
return self._expr._from_native_expr(
getattr(self._expr._native_expr.dt, attr)(*args, **kwargs)
)
return func
class PolarsExprStringNamespace:
def __init__(self, expr: PolarsExpr) -> None:
self._expr = expr
def __getattr__(self, attr: str) -> Any:
def func(*args: Any, **kwargs: Any) -> Any:
args, kwargs = extract_args_kwargs(args, kwargs) # type: ignore[assignment]
return self._expr._from_native_expr(
getattr(self._expr._native_expr.str, attr)(*args, **kwargs)
)
return func
class PolarsExprCatNamespace:
def __init__(self, expr: PolarsExpr) -> None:
self._expr = expr
def __getattr__(self, attr: str) -> Any:
def func(*args: Any, **kwargs: Any) -> Any:
args, kwargs = extract_args_kwargs(args, kwargs) # type: ignore[assignment]
return self._expr._from_native_expr(
getattr(self._expr._native_expr.cat, attr)(*args, **kwargs)
)
return func
class PolarsExprNameNamespace:
def __init__(self, expr: PolarsExpr) -> None:
self._expr = expr
def __getattr__(self, attr: str) -> Any:
def func(*args: Any, **kwargs: Any) -> Any:
args, kwargs = extract_args_kwargs(args, kwargs) # type: ignore[assignment]
return self._expr._from_native_expr(
getattr(self._expr._native_expr.name, attr)(*args, **kwargs)
)
return func