Unit-Aware Type Annotations¶
Python supports static type analysis using the type syntax of PEP 484. For a detailed guide on type hints, function annotations, and other related syntax see the Real Python Guide. Below we describe how you can be use Quantity type hints and annotations and also include metadata about the associated units.
We assume the following imports:
>>> import typing as T
>>> import astropy.units as u
>>> from astropy.units import Quantity
Quantity Type Annotation¶
A Quantity
can be used as a type annotation,:
>>> x: Quantity = 2 * u.km
or as a function annotation.:
>>> def func(x: Quantity) -> Quantity:
... return x
Preserving Units¶
While the above annotations are useful for annotating the value’s type, it
does not inform us of the other most important attribute of a Quantity
:
the unit.
Unit information may be included by the syntax
Quantity[unit or "physical_type", shape, numpy.dtype]
.:
>>> Quantity[u.m]
typing.Annotated[astropy.units.quantity.Quantity, Unit("m")]
>>>
>>> Quantity["length"]
typing.Annotated[astropy.units.quantity.Quantity, PhysicalType('length')]
See typing.Annotated
for explanation of Annotated
These can also be used on functions
>>> def func(x: Quantity[u.kpc]) -> Quantity[u.m]:
... return x << u.m
Multiple Annotations¶
Multiple Quantity and unit-aware Quantity
annotations are supported using
Union
or Optional
>>> T.Union[Quantity[u.m], None]
typing.Optional[typing.Annotated[astropy.units.quantity.Quantity, Unit("m")]]
>>>
>>> T.Union[Quantity[u.m], Quantity["time"]]
typing.Union[typing.Annotated[astropy.units.quantity.Quantity, Unit("m")],
typing.Annotated[astropy.units.quantity.Quantity, PhysicalType('time')]]