xoak
Xoak is an Xarray extension that allows point-wise selection of irregular, n-dimensional data encoded in coordinates with an arbitrary number of dimensions.
It provides a built-in index adapter for
Scipy's cKDTree, as well as
adapters for index structures implemented in these 3rd-party libraries (optional
dependencies):
- Scikit-Learn:
BallTreeandKDTree, which support various distance metrics. - pys2index:
S2PointIndexfor efficient indexing of lat/lon point data, based ons2geometry.
Xoak also provides a mechanism for easily adding and registering custom index adapters.
Install
Xoak can be installed using conda (or mamba):
$ conda install xoak -c conda-forge
or pip:
$ python -m pip install xoak
Xoak's optional dependencies can be installed using conda:
$ conda install scikit-learn pys2index -c conda-forge
Documentation
Documentation is hosted on ReadTheDocs: https://xoak.readthedocs.io/
License
MIT License, see LICENSE file.
Release files for xoak 0.2.0
For a detailed explanation of source distributions (sdists) and built distributions (wheels), please see the package formats documentation.
Source distribution (sdist)
| File | Size | Uploaded | |
|---|---|---|---|
| xoak-0.2.0.tar.gz | 13.5 kB | Details |
Built distribution (wheel)
| File | Interpreter | ABI | Platform | Reset |
|---|---|---|---|---|
| xoak-0.2.0-py3-none-any.whl | Python 3 | none | any | Details |
Total release size: 31.6 kB
Release files / xoak-0.2.0.tar.gz
| Download URL | xoak-0.2.0.tar.gz |
|---|---|
| Size | 13.5 kB |
| Tags | Source |
|
SHA-256 checksum How to use checksums |
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| Download URL | xoak-0.2.0-py3-none-any.whl |
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| Size | 18.1 kB |
| Tags | Python 3 |
|
SHA-256 checksum How to use checksums |
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| Uploaded via |
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