https://github.com/xarray-contrib/pint-xarray

Interface for using pint with xarray, providing convenience accessors
https://github.com/xarray-contrib/pint-xarray

accessor pint xarray

Last synced: about 2 months ago
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Interface for using pint with xarray, providing convenience accessors

• Host: GitHub
• URL: https://github.com/xarray-contrib/pint-xarray
• Owner: xarray-contrib
• License: apache-2.0
• Created: 2020-04-07T10:21:19.000Z (over 4 years ago)
• Default Branch: main
• Last Pushed: 2024-07-28T07:45:04.000Z (about 2 months ago)
• Last Synced: 2024-07-28T08:59:27.518Z (about 2 months ago)
• Topics: accessor, pint, xarray
• Language: Python
• Homepage: https://pint-xarray.readthedocs.io/en/latest/
• Size: 351 KB
• Stars: 99
• Watchers: 9
• Forks: 12
• Open Issues: 23
• Metadata Files:
  • Readme: README.md
  • Contributing: docs/contributing.rst
  • License: LICENSE

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README

        
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# pint-xarray

A convenience wrapper for using [pint](https://pint.readthedocs.io) with

[xarray](https://xarray.pydata.org).

## Usage

To convert the variables of a `Dataset` to quantities:

```python

In [1]: import pint_xarray

   ...: import xarray as xr

In [2]: ds = xr.Dataset({"a": ("x", [0, 1, 2]), "b": ("y", [-3, 5, 1], {"units": "m"})})

   ...: ds

Out[2]:

Dimensions:  (x: 3, y: 3)

Dimensions without coordinates: x, y

Data variables:

    a        (x) int64 0 1 2

    b        (y) int64 -3 5 1

In [3]: q = ds.pint.quantify(a="s")

   ...: q

Out[3]:

Dimensions:  (x: 3, y: 3)

Dimensions without coordinates: x, y

Data variables:

    a        (x) int64 [s] 0 1 2

    b        (y) int64 [m] -3 5 1

```

to convert to different units:

```python

In [4]: c = q.pint.to({"a": "ms", "b": "km"})

   ...: c

Out[4]:

Dimensions:  (x: 3, y: 3)

Dimensions without coordinates: x, y

Data variables:

    a        (x) float64 [ms] 0.0 1e+03 2e+03

    b        (y) float64 [km] -0.003 0.005 0.001

```

to convert back to non-quantities:

```python

In [5]: d = c.pint.dequantify()

   ...: d

Out[5]:

Dimensions:  (x: 3, y: 3)

Dimensions without coordinates: x, y

Data variables:

    a        (x) float64 0.0 1e+03 2e+03

    b        (y) float64 -0.003 0.005 0.001

```

For more, see the [documentation](https://pint-xarray.readthedocs.io)