arkouda.accessor¶
Accessor utilities for Arkouda Series-like objects.
This module defines infrastructure for namespace-based accessors (e.g., .str, .dt) on Arkouda Series, mimicking the behavior of pandas-style accessors. It supports extension methods for string and datetime-like values, enabling operations to be performed in a clean, grouped syntax.
Exports¶
- __all__ = [
“CachedAccessor”, “DatetimeAccessor”, “Properties”, “StringAccessor”, “date_operators”, “string_operators”,
]
Components¶
- CachedAccessorclass
Descriptor that lazily initializes and caches accessor objects, such as .str or .dt.
- DatetimeAccessorclass
Implements datetime-like operations (e.g., floor, ceil, round) via the .dt accessor.
- StringAccessorclass
Implements string-like operations (e.g., contains, startswith, endswith) via the .str accessor.
- Propertiesbase class
Base class that provides _make_op for dynamically attaching operations to accessors.
- date_operatorsfunction
Class decorator that adds datetime operations to DatetimeAccessor.
- string_operatorsfunction
Class decorator that adds string operations to StringAccessor.
Usage¶
>>> import arkouda as ak
>>> from arkouda import Series
>>> s = Series(["apple", "banana", "apricot"])
>>> s.str.startswith("a")
0 True
1 False
2 True
dtype: bool
>>> from arkouda import Datetime
>>> t = Series(Datetime(ak.array([1_000_000_000_000])))
>>> t.dt.floor("D")
0 1970-01-01
dtype: datetime64[ns]
Notes
These accessors are automatically attached to compatible Series objects. Users should not instantiate accessors directly — use .str and .dt instead.
Classes¶
Custom property-like object. |
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Functions¶
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Module Contents¶
- class arkouda.accessor.CachedAccessor(name: str, accessor)[source]¶
Custom property-like object.
A descriptor for caching accessors.
- Parameters:
name (str) – Namespace that will be accessed under, e.g.
df.foo
.accessor (cls) – Class with the extension methods.
Notes
For accessor, The class’s __init__ method assumes that one of
Series
,DataFrame
orIndex
as the single argumentdata
.
- class arkouda.accessor.DatetimeAccessor(series)[source]¶
Bases:
Properties
- series¶
- class arkouda.accessor.StringAccessor(series)[source]¶
Bases:
Properties
- series¶