register_lazyframe_namespace

laktory.api.register_lazyframe_namespace(name)

Decorator for registering custom method to a Narwhals LazyFrame.

PARAMETER	DESCRIPTION
name	Name of the namespace TYPE: str

Examples:

import narwhals as nw
import polars as pl

import laktory as lk


@lk.api.register_lazyframe_namespace("custom")
class CustomNamespace:
    def __init__(self, _df):
        self._df = _df

    def with_x2(self):
        return self._df.with_columns(x2=nw.col("x") * 2)


df = nw.from_native(pl.DataFrame({"x": [0, 1]}).lazy())

df = df.custom.with_x2()

print(df.collect().sort("x"))
'''
┌──────────────────┐
|Narwhals DataFrame|
|------------------|
|    | x | x2 |    |
|    |---|----|    |
|    | 0 | 0  |    |
|    | 1 | 2  |    |
└──────────────────┘
'''

References

• Narwhals Extension

Source code in laktory/narwhals_ext/namespace.py

def register_lazyframe_namespace(name: str):
    """
    Decorator for registering custom method to a Narwhals LazyFrame.

    Parameters
    ----------
    name:
        Name of the namespace

    Examples
    -------
    ```py
    import narwhals as nw
    import polars as pl

    import laktory as lk


    @lk.api.register_lazyframe_namespace("custom")
    class CustomNamespace:
        def __init__(self, _df):
            self._df = _df

        def with_x2(self):
            return self._df.with_columns(x2=nw.col("x") * 2)


    df = nw.from_native(pl.DataFrame({"x": [0, 1]}).lazy())

    df = df.custom.with_x2()

    print(df.collect().sort("x"))
    '''
    ┌──────────────────┐
    |Narwhals DataFrame|
    |------------------|
    |    | x | x2 |    |
    |    |---|----|    |
    |    | 0 | 0  |    |
    |    | 1 | 2  |    |
    └──────────────────┘
    '''
    ```

    References
    ----------
    * [Narwhals Extension](https://www.laktory.ai/concepts/extension_custom/)
    """

    def wrapper(ns_cls: type):
        setattr(nw.LazyFrame, name, NameSpace(name, ns_cls))
        return ns_cls

    return wrapper