uxarray


Nameuxarray JSON
Version 2024.4.0 PyPI version JSON
download
home_pageNone
SummaryXarray-styled package for reading and directly operating on unstructured grid datasets following UGRID conventions
upload_time2024-04-26 00:57:10
maintainerNone
docs_urlNone
authorNone
requires_python>=3.9
licenseApache License Version 2.0, January 2004 http://www.apache.org/licenses/ TERMS AND CONDITIONS FOR USE, REPRODUCTION, AND DISTRIBUTION 1. Definitions. "License" shall mean the terms and conditions for use, reproduction, and distribution as defined by Sections 1 through 9 of this document. "Licensor" shall mean the copyright owner or entity authorized by the copyright owner that is granting the License. "Legal Entity" shall mean the union of the acting entity and all other entities that control, are controlled by, or are under common control with that entity. For the purposes of this definition, "control" means (i) the power, direct or indirect, to cause the direction or management of such entity, whether by contract or otherwise, or (ii) ownership of fifty percent (50%) or more of the outstanding shares, or (iii) beneficial ownership of such entity. "You" (or "Your") shall mean an individual or Legal Entity exercising permissions granted by this License. "Source" form shall mean the preferred form for making modifications, including but not limited to software source code, documentation source, and configuration files. "Object" form shall mean any form resulting from mechanical transformation or translation of a Source form, including but not limited to compiled object code, generated documentation, and conversions to other media types. "Work" shall mean the work of authorship, whether in Source or Object form, made available under the License, as indicated by a copyright notice that is included in or attached to the work (an example is provided in the Appendix below). "Derivative Works" shall mean any work, whether in Source or Object form, that is based on (or derived from) the Work and for which the editorial revisions, annotations, elaborations, or other modifications represent, as a whole, an original work of authorship. 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keywords unstructured grids
VCS
bugtrack_url
requirements No requirements were recorded.
Travis-CI No Travis.
coveralls test coverage No coveralls.
            


[comment]: <> (<img src='https://raw.githubusercontent.com/UXARRAY/uxarray/a2d893cf597dd1a6e775f9dad029c662c64a39c7/docs/_static/images/logos/uxarray_logo_quad_tri.svg' width='400'>)




| CI           | [![GitHub Workflow Status][github-ci-badge]][github-ci-link] [![Code Coverage Status][codecov-badge]][codecov-link]          |
| :----------- | :--------------------------------------------------------------------------------------------------------------------------: |
| **Docs**     |                                                                    [![Documentation Status][rtd-badge]][rtd-link]            |
| **Package**  |                                                         [![Conda][conda-badge]][conda-link] [![PyPI][pypi-badge]][pypi-link] |
| **License**  |                                                                        [![License][license-badge]][repo-link]                |
| **Citing**   |                                                                              [![DOI][doi-badge]][doi-link]                   |



UXarray aims to address the geoscience community's need for tools that enable
standard data analysis techniques to operate directly on unstructured grid
data. UXarray provides Xarray-styled functionality to better read in and use
unstructured grid datasets that follow standard conventions, including UGRID,
MPAS, SCRIP, ESMF, and Exodus grid formats. This effort is a result of the
collaboration between Project Raijin (NSF NCAR and Pennsylvania State University)
and the SEATS Project (Argonne National Laboratory, UC Davis, and Lawrence
Livermore National Laboratory). The UXarray team welcomes community
members to become part of this collaboration at any level of contribution.

UXarray is implemented in pure Python and does not explicitly contain or require
any compiled code. This makes UXarray more accessible to the general Python
community. Any contributions to this repository in pure Python are welcome and
documentation for contribution guidelines can be found when clicking `New Issue`
under the `Issues` tab in the UXarray repository.

## Why is the name "UXarray"?

We have created UXarray based on [Xarray](https://docs.xarray.dev/en/stable/)
(via inheritance of Xarray Dataset and DataArray classes), a Pangeo ecosystem package
commonly-used for structured grids recognition, to support reading and
recognizing unstructured grid model outputs. We picked the name "UXarray"
(pronounced "you-ex-array") and preferred to capitalize the first two letters to
emphasize it builds upon Xarray for Unstructured grids.

## UXarray Functionality

The following intended functionality has been inspired by discussions with
members of the scientific community, within the SEATS Project and Project
Raijin, and on several community platforms such as [Xarray GitHub
Repository](https://github.com/pydata/xarray/issues/4222). The UXarray team
is receptive to additional functionality requests.

## Intended Functionality for Grids

* Support for reading and writing UGRID, SCRIP ESMF, and Exodus formatted grids.
* Support for reading and writing shapefiles.
* Support for arbitrary structured and unstructured grids on the sphere,
  including latitude-longitude grids, grids with only partial coverage of
  the sphere, and grids with concave faces.
* Support for finite volume and finite element outputs.
* Support for edges that are either great circle arcs or lines of constant
  latitude.
* Calculation of face areas, centroids, and bounding latitude-longitude boxes.
* Triangular decompositions.
* Calculation of supermeshes (consisting of grid lines from two input grids).

# Intended Functionality for DataArrays on Grids

* Regridding of data between unstructured grids.
* Global and regional integration of fields, including zonal averages.
* Application of calculus operations, including divergence, curl, Laplacian
  and gradient.
* Snapshots and composites following particular features.

## Documentation

[UXarray Documentation](https://uxarray.readthedocs.io/en/latest)

[Contributor’s Guide](https://uxarray.readthedocs.io/en/latest/contributing.html)

[Installation](https://uxarray.readthedocs.io/en/latest/installation.html)

[Project Raijin Homepage](https://raijin.ucar.edu/)

[SEATS Project Homepage](https://seatstandards.org)

## Citing UXarray

If you'd like to cite our work, please follow [How to cite
UXarray](https://uxarray.readthedocs.io/en/latest/citation.html).

## Support

<table>
  <tr>
    <td><a href="https://www.nsf.gov/"><img src="docs/_static/images/logos/NSF_logo.png" alt="NSF Logo" width="400"/></a></td>
    <td>Project Raijin, entitled "Collaborative Research: EarthCube Capabilities: Raijin: Community Geoscience Analysis Tools for Unstructured Mesh Data", was awarded by NSF 21-515 EarthCube (Award Number (FAIN): 2126458) on 08/19/2021. The award period of performance has a start date of 09/01/2021 and end date of 08/31/2024.</td>
  </tr>
</table>

<table>
  <tr>
    <td><a href="https://www.energy.gov/science/office-science"><img src="docs/_static/images/logos/DOE_vertical.png" alt="DOE Logo" width="1200"/></a></td>
    <td>SEATS is funded by the Regional and Global Modeling and Analysis (RGMA) program area in the U.S. Department of Energy (DOE) Earth and Environmental System Modeling Program which is part of the Earth and Environmental Systems Sciences Division of the Office of Biological and Environmental Research in DOE’s Office of Science.</td>
  </tr>
</table>

<table>
  <tr>
    <td><a href="https://www.earthcube.org/"><img src="docs/_static/images/logos/EarthCube_logo.png" alt="EarthCube Logo" width="300"/></a></td>
    <td><a href="https://www.earthcube.org/">EarthCube</a> aims to transform the conduct of geosciences research by developing and maintaining a well-connected and facile environment that improves access, sharing, visualization, and analysis of data and related resources.</td>
  </tr>
</table>

<table>
  <tr>
    <td><a href="https://pangeo.io/"><img src="docs/_static/images/logos/PANGEO_logo.png" alt="PANGEO Logo" width="400"/></a></td>
    <td><a href="https://pangeo.io/">Pangeo</a> supports collaborative efforts to develop software and infrastructure to enable Big Data geoscience research.</td>
  </tr>
</table>



[github-ci-badge]: https://img.shields.io/github/actions/workflow/status/UXARRAY/uxarray/ci.yml?branch=main&label=CI&logo=github&style=for-the-badge
[github-ci-link]: https://github.com/UXARRAY/uxarray/actions?query=workflow%3ACI
[codecov-badge]: https://img.shields.io/codecov/c/github/UXARRAY/uxarray.svg?logo=codecov&style=for-the-badge
[codecov-link]: https://codecov.io/gh/UXARRAY/uxarray
[rtd-badge]: https://img.shields.io/readthedocs/uxarray/latest.svg?style=for-the-badge
[rtd-link]: https://uxarray.readthedocs.io/en/latest/?badge=latest
[pypi-badge]: https://img.shields.io/pypi/v/uxarray?logo=pypi&style=for-the-badge
[pypi-link]: https://pypi.org/project/uxarray
[conda-badge]: https://img.shields.io/conda/vn/conda-forge/uxarray
[conda-link]: https://anaconda.org/conda-forge/uxarray
[license-badge]: https://img.shields.io/github/license/UXARRAY/uxarray?style=for-the-badge
[doi-badge]: https://zenodo.org/badge/421447986.svg
[doi-link]: https://zenodo.org/badge/latestdoi/421447986
[repo-link]: https://github.com/UXARRAY/uxarray

            

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    "description": "\n\n\n[comment]: <> (<img src='https://raw.githubusercontent.com/UXARRAY/uxarray/a2d893cf597dd1a6e775f9dad029c662c64a39c7/docs/_static/images/logos/uxarray_logo_quad_tri.svg' width='400'>)\n\n\n\n\n| CI           | [![GitHub Workflow Status][github-ci-badge]][github-ci-link] [![Code Coverage Status][codecov-badge]][codecov-link]          |\n| :----------- | :--------------------------------------------------------------------------------------------------------------------------: |\n| **Docs**     |                                                                    [![Documentation Status][rtd-badge]][rtd-link]            |\n| **Package**  |                                                         [![Conda][conda-badge]][conda-link] [![PyPI][pypi-badge]][pypi-link] |\n| **License**  |                                                                        [![License][license-badge]][repo-link]                |\n| **Citing**   |                                                                              [![DOI][doi-badge]][doi-link]                   |\n\n\n\nUXarray aims to address the geoscience community's need for tools that enable\nstandard data analysis techniques to operate directly on unstructured grid\ndata. UXarray provides Xarray-styled functionality to better read in and use\nunstructured grid datasets that follow standard conventions, including UGRID,\nMPAS, SCRIP, ESMF, and Exodus grid formats. This effort is a result of the\ncollaboration between Project Raijin (NSF NCAR and Pennsylvania State University)\nand the SEATS Project (Argonne National Laboratory, UC Davis, and Lawrence\nLivermore National Laboratory). The UXarray team welcomes community\nmembers to become part of this collaboration at any level of contribution.\n\nUXarray is implemented in pure Python and does not explicitly contain or require\nany compiled code. This makes UXarray more accessible to the general Python\ncommunity. Any contributions to this repository in pure Python are welcome and\ndocumentation for contribution guidelines can be found when clicking `New Issue`\nunder the `Issues` tab in the UXarray repository.\n\n## Why is the name \"UXarray\"?\n\nWe have created UXarray based on [Xarray](https://docs.xarray.dev/en/stable/)\n(via inheritance of Xarray Dataset and DataArray classes), a Pangeo ecosystem package\ncommonly-used for structured grids recognition, to support reading and\nrecognizing unstructured grid model outputs. We picked the name \"UXarray\"\n(pronounced \"you-ex-array\") and preferred to capitalize the first two letters to\nemphasize it builds upon Xarray for Unstructured grids.\n\n## UXarray Functionality\n\nThe following intended functionality has been inspired by discussions with\nmembers of the scientific community, within the SEATS Project and Project\nRaijin, and on several community platforms such as [Xarray GitHub\nRepository](https://github.com/pydata/xarray/issues/4222). The UXarray team\nis receptive to additional functionality requests.\n\n## Intended Functionality for Grids\n\n* Support for reading and writing UGRID, SCRIP ESMF, and Exodus formatted grids.\n* Support for reading and writing shapefiles.\n* Support for arbitrary structured and unstructured grids on the sphere,\n  including latitude-longitude grids, grids with only partial coverage of\n  the sphere, and grids with concave faces.\n* Support for finite volume and finite element outputs.\n* Support for edges that are either great circle arcs or lines of constant\n  latitude.\n* Calculation of face areas, centroids, and bounding latitude-longitude boxes.\n* Triangular decompositions.\n* Calculation of supermeshes (consisting of grid lines from two input grids).\n\n# Intended Functionality for DataArrays on Grids\n\n* Regridding of data between unstructured grids.\n* Global and regional integration of fields, including zonal averages.\n* Application of calculus operations, including divergence, curl, Laplacian\n  and gradient.\n* Snapshots and composites following particular features.\n\n## Documentation\n\n[UXarray Documentation](https://uxarray.readthedocs.io/en/latest)\n\n[Contributor\u2019s Guide](https://uxarray.readthedocs.io/en/latest/contributing.html)\n\n[Installation](https://uxarray.readthedocs.io/en/latest/installation.html)\n\n[Project Raijin Homepage](https://raijin.ucar.edu/)\n\n[SEATS Project Homepage](https://seatstandards.org)\n\n## Citing UXarray\n\nIf you'd like to cite our work, please follow [How to cite\nUXarray](https://uxarray.readthedocs.io/en/latest/citation.html).\n\n## Support\n\n<table>\n  <tr>\n    <td><a href=\"https://www.nsf.gov/\"><img src=\"docs/_static/images/logos/NSF_logo.png\" alt=\"NSF Logo\" width=\"400\"/></a></td>\n    <td>Project Raijin, entitled \"Collaborative Research: EarthCube Capabilities: Raijin: Community Geoscience Analysis Tools for Unstructured Mesh Data\", was awarded by NSF 21-515 EarthCube (Award Number (FAIN): 2126458) on 08/19/2021. The award period of performance has a start date of 09/01/2021 and end date of 08/31/2024.</td>\n  </tr>\n</table>\n\n<table>\n  <tr>\n    <td><a href=\"https://www.energy.gov/science/office-science\"><img src=\"docs/_static/images/logos/DOE_vertical.png\" alt=\"DOE Logo\" width=\"1200\"/></a></td>\n    <td>SEATS is funded by the Regional and Global Modeling and Analysis (RGMA) program area in the U.S. Department of Energy (DOE) Earth and Environmental System Modeling Program which is part of the Earth and Environmental Systems Sciences Division of the Office of Biological and Environmental Research in DOE\u2019s Office of Science.</td>\n  </tr>\n</table>\n\n<table>\n  <tr>\n    <td><a href=\"https://www.earthcube.org/\"><img src=\"docs/_static/images/logos/EarthCube_logo.png\" alt=\"EarthCube Logo\" width=\"300\"/></a></td>\n    <td><a href=\"https://www.earthcube.org/\">EarthCube</a> aims to transform the conduct of geosciences research by developing and maintaining a well-connected and facile environment that improves access, sharing, visualization, and analysis of data and related resources.</td>\n  </tr>\n</table>\n\n<table>\n  <tr>\n    <td><a href=\"https://pangeo.io/\"><img src=\"docs/_static/images/logos/PANGEO_logo.png\" alt=\"PANGEO Logo\" width=\"400\"/></a></td>\n    <td><a href=\"https://pangeo.io/\">Pangeo</a> supports collaborative efforts to develop software and infrastructure to enable Big Data geoscience research.</td>\n  </tr>\n</table>\n\n\n\n[github-ci-badge]: https://img.shields.io/github/actions/workflow/status/UXARRAY/uxarray/ci.yml?branch=main&label=CI&logo=github&style=for-the-badge\n[github-ci-link]: https://github.com/UXARRAY/uxarray/actions?query=workflow%3ACI\n[codecov-badge]: https://img.shields.io/codecov/c/github/UXARRAY/uxarray.svg?logo=codecov&style=for-the-badge\n[codecov-link]: https://codecov.io/gh/UXARRAY/uxarray\n[rtd-badge]: https://img.shields.io/readthedocs/uxarray/latest.svg?style=for-the-badge\n[rtd-link]: https://uxarray.readthedocs.io/en/latest/?badge=latest\n[pypi-badge]: https://img.shields.io/pypi/v/uxarray?logo=pypi&style=for-the-badge\n[pypi-link]: https://pypi.org/project/uxarray\n[conda-badge]: https://img.shields.io/conda/vn/conda-forge/uxarray\n[conda-link]: https://anaconda.org/conda-forge/uxarray\n[license-badge]: https://img.shields.io/github/license/UXARRAY/uxarray?style=for-the-badge\n[doi-badge]: https://zenodo.org/badge/421447986.svg\n[doi-link]: https://zenodo.org/badge/latestdoi/421447986\n[repo-link]: https://github.com/UXARRAY/uxarray\n",
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    "license": "Apache License Version 2.0, January 2004 http://www.apache.org/licenses/  TERMS AND CONDITIONS FOR USE, REPRODUCTION, AND DISTRIBUTION  1. Definitions.  \"License\" shall mean the terms and conditions for use, reproduction, and distribution as defined by Sections 1 through 9 of this document.  \"Licensor\" shall mean the copyright owner or entity authorized by the copyright owner that is granting the License.  \"Legal Entity\" shall mean the union of the acting entity and all other entities that control, are controlled by, or are under common control with that entity. For the purposes of this definition, \"control\" means (i) the power, direct or indirect, to cause the direction or management of such entity, whether by contract or otherwise, or (ii) ownership of fifty percent (50%) or more of the outstanding shares, or (iii) beneficial ownership of such entity.  \"You\" (or \"Your\") shall mean an individual or Legal Entity exercising permissions granted by this License.  \"Source\" form shall mean the preferred form for making modifications, including but not limited to software source code, documentation source, and configuration files.  \"Object\" form shall mean any form resulting from mechanical transformation or translation of a Source form, including but not limited to compiled object code, generated documentation, and conversions to other media types.  \"Work\" shall mean the work of authorship, whether in Source or Object form, made available under the License, as indicated by a copyright notice that is included in or attached to the work (an example is provided in the Appendix below).  \"Derivative Works\" shall mean any work, whether in Source or Object form, that is based on (or derived from) the Work and for which the editorial revisions, annotations, elaborations, or other modifications represent, as a whole, an original work of authorship. For the purposes of this License, Derivative Works shall not include works that remain separable from, or merely link (or bind by name) to the interfaces of, the Work and Derivative Works thereof.  \"Contribution\" shall mean any work of authorship, including the original version of the Work and any modifications or additions to that Work or Derivative Works thereof, that is intentionally submitted to Licensor for inclusion in the Work by the copyright owner or by an individual or Legal Entity authorized to submit on behalf of the copyright owner. For the purposes of this definition, \"submitted\" means any form of electronic, verbal, or written communication sent to the Licensor or its representatives, including but not limited to communication on electronic mailing lists, source code control systems, and issue tracking systems that are managed by, or on behalf of, the Licensor for the purpose of discussing and improving the Work, but excluding communication that is conspicuously marked or otherwise designated in writing by the copyright owner as \"Not a Contribution.\"  \"Contributor\" shall mean Licensor and any individual or Legal Entity on behalf of whom a Contribution has been received by Licensor and subsequently incorporated within the Work.  2. Grant of Copyright License. Subject to the terms and conditions of this License, each Contributor hereby grants to You a perpetual, worldwide, non-exclusive, no-charge, royalty-free, irrevocable copyright license to reproduce, prepare Derivative Works of, publicly display, publicly perform, sublicense, and distribute the Work and such Derivative Works in Source or Object form.  3. Grant of Patent License. Subject to the terms and conditions of this License, each Contributor hereby grants to You a perpetual, worldwide, non-exclusive, no-charge, royalty-free, irrevocable (except as stated in this section) patent license to make, have made, use, offer to sell, sell, import, and otherwise transfer the Work, where such license applies only to those patent claims licensable by such Contributor that are necessarily infringed by their Contribution(s) alone or by combination of their Contribution(s) with the Work to which such Contribution(s) was submitted. 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