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        "description": "======\nPyGEOS\n======\n\n.. Documentation at RTD \u2014 https://readthedocs.org\n\n.. image:: https://readthedocs.org/projects/pygeos/badge/?version=latest\n\t:alt: Documentation Status\n\t:target: https://pygeos.readthedocs.io/en/latest/?badge=latest\n\n.. Github Actions status \u2014 https://github.com/pygeos/pygeos/actions\n\n.. image:: https://github.com/pygeos/pygeos/workflows/Test/badge.svg\n\t:alt: Github Actions status\n\t:target: https://github.com/pygeos/pygeos/actions/workflows/test-pip.yml?query=branch%3Amaster\n\n.. Travis CI status -- https://travis-ci.com\n\n.. image:: https://travis-ci.com/pygeos/pygeos.svg?branch=master\n   :alt: Travis CI status\n   :target: https://travis-ci.com/github/pygeos/pygeos\n\n.. PyPI\n\n.. image:: https://img.shields.io/pypi/v/pygeos.svg\n\t:alt: PyPI\n\t:target: https://pypi.org/project/pygeos/\n\n.. Anaconda\n\n.. image:: https://img.shields.io/conda/vn/conda-forge/pygeos\n  :alt: Anaconda\n  :target: https://anaconda.org/conda-forge/pygeos\n\n.. Zenodo\n\n.. image:: https://zenodo.org/badge/191151963.svg\n  :alt: Zenodo \n  :target: https://zenodo.org/badge/latestdoi/191151963\n\n\nPyGEOS is a C/Python library with vectorized geometry functions. The geometry\noperations are done in the open-source geometry library GEOS. PyGEOS wraps\nthese operations in NumPy ufuncs providing a performance improvement when\noperating on arrays of geometries.\n\n**Important note**: PyGEOS was merged with Shapely (https://shapely.readthedocs.io)\nin December 2021 and will be released as part of Shapely 2.0. The development will take place\nat the Shapely repository. Please raise issues or create pull request over there.\nPyGEOS itself will receive updates (by backporting from the Shapely repository) until\nShapely 2.0 is actually released.\n\nWhat is a ufunc?\n----------------\n\nA universal function (or ufunc for short) is a function that operates on\nn-dimensional arrays in an element-by-element fashion, supporting array\nbroadcasting. The for-loops that are involved are fully implemented in C\ndiminishing the overhead of the Python interpreter.\n\nMultithreading\n--------------\n\nPyGEOS functions support multithreading. More specifically, the Global\nInterpreter Lock (GIL) is released during function execution. Normally in Python, the\nGIL prevents multiple threads from computing at the same time. PyGEOS functions\ninternally releases this constraint so that the heavy lifting done by GEOS can be\ndone in parallel, from a single Python process.\n\nExamples\n--------\n\nCompare an grid of points with a polygon:\n\n.. code:: python\n\n  >>> geoms = points(*np.indices((4, 4)))\n  >>> polygon = box(0, 0, 2, 2)\n\n  >>> contains(polygon, geoms)\n\n    array([[False, False, False, False],\n           [False,  True, False, False],\n           [False, False, False, False],\n           [False, False, False, False]])\n\n\nCompute the area of all possible intersections of two lists of polygons:\n\n.. code:: python\n\n  >>> from pygeos import box, area, intersection\n\n  >>> polygons_x = box(range(5), 0, range(10, 15), 10)\n  >>> polygons_y = box(0, range(5), 10, range(10, 15))\n\n  >>> area(intersection(polygons_x[:, np.newaxis], polygons_y[np.newaxis, :]))\n\n  array([[100.,  90.,  80.,  70.,  60.],\n       [ 90.,  81.,  72.,  63.,  54.],\n       [ 80.,  72.,  64.,  56.,  48.],\n       [ 70.,  63.,  56.,  49.,  42.],\n       [ 60.,  54.,  48.,  42.,  36.]])\n\nSee the documentation for more: https://pygeos.readthedocs.io\n\n\nReferences\n----------\n\n- GEOS: https://libgeos.org\n- Shapely: https://shapely.readthedocs.io/en/latest/\n- Numpy ufuncs: https://docs.scipy.org/doc/numpy/reference/ufuncs.html\n- Joris van den Bossche's blogpost: https://jorisvandenbossche.github.io/blog/2017/09/19/geopandas-cython/\n- Matthew Rocklin's blogpost: http://matthewrocklin.com/blog/work/2017/09/21/accelerating-geopandas-1\n\n\nCopyright & License\n-------------------\n\nPyGEOS is licensed under BSD 3-Clause license. Copyright (c) 2019, Casper van der Wel.\nGEOS is available under the terms of \u200bGNU Lesser General Public License (LGPL) 2.1 at https://libgeos.org.\n\n\n",
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