done
This commit is contained in:
122
lib/python3.11/site-packages/narwhals/series_list.py
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122
lib/python3.11/site-packages/narwhals/series_list.py
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from __future__ import annotations
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from typing import TYPE_CHECKING, Generic
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from narwhals.typing import SeriesT
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if TYPE_CHECKING:
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from narwhals.typing import NonNestedLiteral
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class SeriesListNamespace(Generic[SeriesT]):
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def __init__(self, series: SeriesT) -> None:
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self._narwhals_series = series
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def len(self) -> SeriesT:
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"""Return the number of elements in each list.
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Null values count towards the total.
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Examples:
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>>> import pyarrow as pa
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>>> import narwhals as nw
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>>> s_native = pa.chunked_array([[[1, 2], [3, 4, None], None, []]])
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>>> s = nw.from_native(s_native, series_only=True)
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>>> s.list.len().to_native() # doctest: +ELLIPSIS
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<pyarrow.lib.ChunkedArray object at ...>
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[
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[
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2,
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3,
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null,
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0
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]
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]
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"""
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return self._narwhals_series._with_compliant(
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self._narwhals_series._compliant_series.list.len()
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)
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def unique(self) -> SeriesT:
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"""Get the unique/distinct values in the list.
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Null values are included in the result. The order of unique values is not guaranteed.
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Examples:
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>>> import polars as pl
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>>> import narwhals as nw
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>>> s_native = pl.Series([[1, 1, 2], [3, 3, None], None, []])
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>>> s = nw.from_native(s_native, series_only=True)
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>>> s.list.unique().to_native() # doctest: +NORMALIZE_WHITESPACE
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shape: (4,)
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Series: '' [list[i64]]
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[
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[1, 2]
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[null, 3]
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null
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[]
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]
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"""
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return self._narwhals_series._with_compliant(
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self._narwhals_series._compliant_series.list.unique()
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)
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def contains(self, item: NonNestedLiteral) -> SeriesT:
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"""Check if sublists contain the given item.
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Arguments:
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item: Item that will be checked for membership.
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Examples:
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>>> import polars as pl
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>>> import narwhals as nw
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>>> s_native = pl.Series([[1, 2], None, []])
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>>> s = nw.from_native(s_native, series_only=True)
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>>> s.list.contains(1).to_native() # doctest: +NORMALIZE_WHITESPACE
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shape: (3,)
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Series: '' [bool]
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[
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true
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null
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false
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]
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"""
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return self._narwhals_series._with_compliant(
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self._narwhals_series._compliant_series.list.contains(item)
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)
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def get(self, index: int) -> SeriesT:
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"""Return the value by index in each list.
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Negative indices are not accepted.
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Returns:
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A new series.
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Examples:
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>>> import polars as pl
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>>> import narwhals as nw
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>>> s_native = pl.Series([[1, 2], [3, 4, None], [None, 5]])
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>>> s = nw.from_native(s_native, series_only=True)
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>>> s.list.get(1).to_native() # doctest: +NORMALIZE_WHITESPACE
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shape: (3,)
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Series: '' [i64]
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[
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2
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4
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5
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]
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"""
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if not isinstance(index, int):
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msg = (
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f"Index must be of type 'int'. Got type '{type(index).__name__}' instead."
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)
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raise TypeError(msg)
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if index < 0:
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msg = f"Index {index} is out of bounds: should be greater than or equal to 0."
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raise ValueError(msg)
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return self._narwhals_series._with_compliant(
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self._narwhals_series._compliant_series.list.get(index)
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)
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