izddlmZddlmZddlmZddlmZddlm Z er ddl m Z ddl m Z e Gdd Zy ) ) annotations) TYPE_CHECKING) deprecated)wrap_s) expr_dispatch)Series)PySeriesceZdZdZdZddZddZedddZddZ eddd Z dd Z dd Z dd Z dd ZdddZy) CatNameSpacez)Namespace for categorical related series.catc&|j|_yN)_s)selfseriess [/var/www/pod-logistic/pod-ai/venv/lib/python3.12/site-packages/polars/series/categorical.py__init__zCatNameSpace.__init__s "IIcy)ab Get the categories stored in this data type. Examples -------- >>> s = pl.Series(["foo", "bar", "foo", "foo", "ham"], dtype=pl.Categorical) >>> s.cat.get_categories() # doctest: +SKIP shape: (3,) Series: '' [str] [ "foo" "bar" "ham" ] Nrs rget_categorieszCatNameSpace.get_categoriesrzu`cat.is_local()` is deprecated; Categoricals no longer have a local scope. This method will be removed in Polars 2.0.c6|jjS)zi Return whether or not the column is a local categorical. Always returns false. )r cat_is_localrs ris_localzCatNameSpace.is_local(sww##%%rcHt|jjS)zFSimply returns the column as-is, local representations are deprecated.)rr cat_to_localrs rto_localzCatNameSpace.to_local4sdgg**,--rz`cat.uses_lexical_ordering()` is deprecated; Categoricals are now always ordered lexically. This method will be removed in Polars 2.0.c6|jjS)a Indicate whether the Series uses lexical ordering. Always returns true. Examples -------- >>> s = pl.Series(["b", "a", "b"]).cast(pl.Categorical) >>> s.cat.uses_lexical_ordering() # doctest: +SKIP True )rcat_uses_lexical_orderingrs ruses_lexical_orderingz"CatNameSpace.uses_lexical_ordering8s ww0022rcy)u& Return the byte-length of the string representation of each value. Returns ------- Series Series of data type :class:`UInt32`. See Also -------- len_chars Notes ----- When working with non-ASCII text, the length in bytes is not the same as the length in characters. You may want to use :func:`len_chars` instead. Note that :func:`len_bytes` is much more performant (_O(1)_) than :func:`len_chars` (_O(n)_). Examples -------- >>> s = pl.Series(["Café", "345", "東京", None], dtype=pl.Categorical) >>> s.cat.len_bytes() shape: (4,) Series: '' [u32] [ 5 3 6 null ] Nrrs r len_byteszCatNameSpace.len_bytesJrrcy)u Return the number of characters of the string representation of each value. Returns ------- Series Series of data type :class:`UInt32`. See Also -------- len_bytes Notes ----- When working with ASCII text, use :func:`len_bytes` instead to achieve equivalent output with much better performance: :func:`len_bytes` runs in _O(1)_, while :func:`len_chars` runs in (_O(n)_). A character is defined as a `Unicode scalar value`_. A single character is represented by a single byte when working with ASCII text, and a maximum of 4 bytes otherwise. .. _Unicode scalar value: https://www.unicode.org/glossary/#unicode_scalar_value Examples -------- >>> s = pl.Series(["Café", "345", "東京", None], dtype=pl.Categorical) >>> s.cat.len_chars() shape: (4,) Series: '' [u32] [ 4 3 2 null ] Nrrs r len_charszCatNameSpace.len_charslrrcy)a{ Check if string representations of values start with a substring. Parameters ---------- prefix Prefix substring. See Also -------- contains : Check if the string repr contains a substring that matches a pattern. ends_with : Check if string repr ends with a substring. Examples -------- >>> s = pl.Series("fruits", ["apple", "mango", None], dtype=pl.Categorical) >>> s.cat.starts_with("app") shape: (3,) Series: 'fruits' [bool] [ true false null ] Nr)rprefixs r starts_withzCatNameSpace.starts_withrrcy)az Check if string representations of values end with a substring. Parameters ---------- suffix Suffix substring. See Also -------- contains : Check if the string repr contains a substring that matches a pattern. starts_with : Check if string repr starts with a substring. Examples -------- >>> s = pl.Series("fruits", ["apple", "mango", None], dtype=pl.Categorical) >>> s.cat.ends_with("go") shape: (3,) Series: 'fruits' [bool] [ false true null ] Nr)rsuffixs r ends_withzCatNameSpace.ends_withrrNcy)aV Extract a substring from the string representation of each string value. Parameters ---------- offset Start index. Negative indexing is supported. length Length of the slice. If set to `None` (default), the slice is taken to the end of the string. Returns ------- Series Series of data type :class:`String`. Notes ----- Both the `offset` and `length` inputs are defined in terms of the number of characters in the (UTF8) string. A character is defined as a `Unicode scalar value`_. A single character is represented by a single byte when working with ASCII text, and a maximum of 4 bytes otherwise. .. _Unicode scalar value: https://www.unicode.org/glossary/#unicode_scalar_value Examples -------- >>> s = pl.Series(["pear", None, "papaya", "dragonfruit"], dtype=pl.Categorical) >>> s.cat.slice(-3) shape: (4,) Series: '' [str] [ "ear" null "aya" "uit" ] Using the optional `length` parameter >>> s.cat.slice(4, length=3) shape: (4,) Series: '' [str] [ "" null "ya" "onf" ] Nr)roffsetlengths rslicezCatNameSpace.slicerr)rrreturnNone)r1r)r1bool)r(strr1r)r+r4r1rr)r.intr/z int | Noner1r)__name__ __module__ __qualname____doc__ _accessorrrrrrr"r$r&r)r,r0rrrr r sp3I& " 5& &. 5 3  3  D% N 6 62 rr N) __future__rtypingrpolars._utils.deprecationrpolars._utils.wraprpolars.series.utilsrpolarsr polars._plrr r rrrrBs9" 0%-$l l l r