hSSKJr SSKJr SSKJr SSKJr SSKJ r \(a SSK J r SSK J r \ "SS 55rg ) ) annotations) TYPE_CHECKING)unstable)wrap_s) expr_dispatch)Series)PySeriesc\rSrSrSrSrSSjrSSjrSSjrSSjr \ "5SSj5r SS jr SS jr SS jrSS jrSSSjjrSrg ) CatNameSpacez)Namespace for categorical related series.catc&URUlgN_s)selfseriess S/home/james-whalen/.local/lib/python3.13/site-packages/polars/series/categorical.py__init__CatNameSpace.__init__s "IIcg)z 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_categoriesCatNameSpace.get_categoriesrc6URR5$)zQ Return whether or not the column is a local categorical. Always returns false. )r cat_is_localrs ris_localCatNameSpace.is_local(s ww##%%rcH[URR55$)zFSimply returns the column as-is, local representations are deprecated.)rr cat_to_localrs rto_localCatNameSpace.to_local0sdgg**,--rc6URR5$)a9 Indicate whether the Series uses lexical ordering. .. warning:: This functionality is considered **unstable**. It may be changed at any point without it being considered a breaking change. Examples -------- >>> s = pl.Series(["b", "a", "b"]).cast(pl.Categorical) >>> s.cat.uses_lexical_ordering() True )rcat_uses_lexical_orderingrs ruses_lexical_ordering"CatNameSpace.uses_lexical_ordering4sww0022rcg)uN 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_bytesCatNameSpace.len_bytesErrcg)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_charsCatNameSpace.len_charsgrrcg)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_withCatNameSpace.starts_withrrcg)a 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_withCatNameSpace.ends_withrrNcg)a 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 rsliceCatNameSpace.slicerrr)rrreturnNone)r=r)r=bool)r1strr=r)r5r@r=rr)r9intr:z int | Noner=r)__name__ __module__ __qualname____firstlineno____doc__ _accessorrrr r$rr(r+r.r2r6r;__static_attributes__rrrr r sT3I& "&.Z33  D% N 6 62 2 rr N) __future__rtypingrpolars._utils.unstablerpolars._utils.wraprpolars.series.utilsrpolarsr polars._plrr r rrrrPs9" +%-$g g g r