PyGeodesy 24.3.9
Pure Python geodesy tools
License: MIT
Keywords: AER Albers altitude Andoyer annulus antipode area attitude Authalic auxiliary azimuth azimuthal azimuth-elevation-range bearing bank Barsky Barth beta boolean cached Cagnoli cartesian Cassini Cassini-Soldner chord circle-intersections circumcenter circumcircle circumradius clip Cohen Cohen-Sutherland Collins composite conformal conic constants contact-triangle Cook Correia cosines-law coverage curvature cylindrical datum deprecation deficit development discrete distance Douglas earth east-north-up eccentricity ECEF elevation ellipsoid ellipsoidal-latitude-beta ellipsoidal-longitude-omega elliptic ENU EPSG equal-area equidistant equirectangular ETM ETRF Euclidean even-odd-rule ExactTM excess Farrell Farrell-Barth flattening Field-Of-View fmath footprint Forster Forster-Hormann-Popa Forsythe FOV fractional Frechet Fréchet frustum Fsum GARS geocentric GeoConvert GeodesicExact geodesy geodetic GeodSolve GeodTest geographiclib geohash geoid geoidHeight GeoidHeights georef Girard gnomonic gons grades gradians Greiner Greiner-Hormann Hartzell Hausdorff Haversine heading height Heron Hodgman horizon Hormann Hubeny IDW incenter incirle infix_@_operator inradius intermediate interpolate intersect intersection intersection3d intersections Inverse-Distance-Weighting Isometric ITRF Jacobi Jacobi-Conformal Jarque-Bera Jekel Karney Krueger Krüger kurtosis Lambert latitude law-of-cosines least-squares Lesh L_Huilier LHuilier Liang Liang-Barsky linearize Line-Of-Sight LocalCartesian local-tangent-plane local-x-y-z longitude LOS loxodrome lstsq LTP lune LV03 LV95 mean memoize memoized Mercator Meeus MGRS nearest NED normalize Norrdine north-east-down numpy n-vector Nvector oblate omega orthographic orthometric-height OSGB OSGR overlap parallel parallel-of-latitude Parametric path-intersection perimeter Peucker Pierlot pitch plumb Point-Of-View polar Popa POV precision-cubic-root precision-hypotenuse precision-powers precision-running-summation precision-square-root precision-summation prolate Pseudo-Mercator PyGeodesy PyInstaller PyPy radical radii radius Ramer Ramer-Douglas-Peucker Rectifying Reduced resect resection Rey-Jer Reumann Reumann-Witkam rhumb RhumbSolve running-linear-regression running-statistics running-stats running-summation scipy secant semi-perimeter sexagecimal simplify skewness Snellius Snellius-Pothenot Snyder Soddy Soddy-circles Soldner sphere sphere-intersections spherical-deficit spherical-excess spherical-triangle standard-deviation stereographic Sudano surface-area Sutherland Sutherland-Hodgman tangent-circles Terrestrial-Reference-Frame Thomas Tienstra tilt TMcoords TMExact toise transverse TransverseMercatorExact TRF triangle triangulate triaxial triaxial-ellipsoid trigonometry trilaterate trilaterate-2d trilaterate-3d umbilic-point unit unroll UPS UTM UTM/UPS variance velocities Veness Vermeille viewing-frustum Vincenty Visvalingam Visvalingam-Whyatt volume  volumetric Web-Mercator Welford WGRS WGS Whyatt Wildberger Witkam winding-number XYZ yaw You


=========
PyGeodesy
=========

A pure Python implementation of ``geodesy`` tools for various ellipsoidal and spherical
earth models using precision trigonometric, vector-based, exact, elliptic, iterative and
approximate methods for geodetic (lat-/longitude), geocentric (ECEF_ cartesian) and certain
`triaxial ellipsoidal`_ coordinates.

Transcoded from `JavaScript originals`_ by *Chris Veness (C) 2005-2022* and from several `C++
classes`_ by *Charles F.F. Karney (C) 2008-2023* and published under the same `MIT License`_.

There are four modules for ellipsoidal earth models, *ellipsoidalExact*, *-Karney*, *-Vincenty*
and *-Nvector* and two for spherical ones, *sphericalTrigonometry* and *-Nvector*.  Each module
provides a geodetic LatLon_ and a geocentric Cartesian_ class with methods and functions to
compute distance, surface area, perimeter, initial and final bearing, intermediate and nearest
points, circle intersections and secants, path intersections, `3-point resections`_, rhumb and
rhumb lines, triangulation, trilateration (by intersection, by overlap and in 3d), conversions
and unrolling, among other things.  For more information and further details see the documentation_,
the descriptions of `Latitude/Longitude`_, Vincenty_ and `Vector-based`_ geodesy, the original
`JavaScript source`_ or docs_ and *Karney*\'s Python geographiclib_ and `C++ GeographicLib`_.

Also included are modules for conversions to and from `Cassini-Soldner`_, ECEF_ (Earth-Centered,
Earth-Fixed cartesian), UTM_ (Universal Transverse Mercator and Exact_), UPS_ (Universal Polar
Stereographic) and `Web Mercator`_ (Pseudo-Mercator) coordinates, MGRS_ (Military Grid Reference
System, UTM *and* UPS) and OSGR_ (British Ordinance Survery Grid Reference) grid references, TRF_
(Terrestrial Reference Frames) and modules to encode and decode EPSG_, Geohashes_, `Georefs (WGRS)`_
and `Garefs (GARS)`_.

Other modules provide `Albers equal-area`_ projections, equidistant_ and other *azimuthal*
projections, Lambert *conformal conic* projections and positions, functions to clip paths or
polygons of *LatLon* points using the `Cohen-Sutherland`_, `Forster-Hormann-Popa`_,
`Greiner-Hormann`_, `Liang-Barsky`_ and `Sutherland-Hodgman`_ methods or to perform *boolean*
operations between (composite) polygons, functions to simplify_ or linearize a path of *LatLon*
points (or a `numpy array`_), including implementations of the `Ramer-Douglas-Peucker`_,
`Visvalingam-Whyatt`_ and `Reumann-Witkam`_ algorithms and modified versions of the former.  Other
classes interpolate_ the Height_ of *LatLon* points and Geoid_ models or compute various Fréchet_
or Hausdorff_ distances.

Installation
============

To install PyGeodesy, type ``python[3] -m pip install PyGeodesy`` or ``python[3] -m easy_install PyGeodesy``
in a terminal or command window.

If the wheel ``PyGeodesy-yy.m.d-py2.py3-none-any.whl`` is missing in `PyPI Download files`_, download
the file from `GitHub/dist`_.  Install that with ``python[3] -m pip install <path-to-downloaded-wheel>``
and verify with ``python[3] -m pygeodesy``.

Alternatively, download ``PyGeodesy-yy.m.d.zip`` from PyPI_ or GitHub_, ``unzip`` the downloaded file,
``cd`` to directory ``PyGeodesy-yy.m.d`` and type ``python[3] setup.py install``.

To run all PyGeodesy tests, type ``python[3] test/run.py`` or type ``python[3] test/unitTestSuite.py``
before or after installation.

Dependencies
============

Installation of *Karney*\'s Python package geographiclib_ is optional, but required to use modules
``ellipsoidalKarney`` and ``css``, ``azimuthal`` classes ``EquidistantKarney`` and ``GnomonicKarney``
and the ``HeightIDWkarney`` interpolator.

Both numpy_ and scipy_ must be installed for most Geoid_ and Height_ interpolators, except ``GeoidKarney``
and the ``HeigthIDW...`` ones.

Functions and ``LatLon`` methods ``circin6``, ``circum3``, ``circum4_``, ``soddy4``, ``trilaterate3d2``
and ``trilaterate5`` do and modules ``auxilats`` and ``rhumb`` may require numpy_.

Modules ``ellipsoidalGeodSolve`` and ``geodsolve`` and ``azimuthal`` classes ``EquidistantGeodSolve``
and ``GnomonicGeodSolve`` depend on *Karney*\'s C++ utility GeodSolve_ to be executable and set with
env variable ``PYGEODESY_GEODSOLVE`` or with property ``Ellipsoid.geodsolve``.

To compare ``MGRS`` results from modules ``mgrs`` and ``testMgrs`` with *Karney*\'s C++ utility
GeoConvert_, the latter must be executable and set with env variable ``PYGEODESY_GEOCONVERT``.

Module ``rhumbsolve`` needs *Karney*\'s C++ utility RhumbSolve_ to be executable and set with env
variable ``PYGEODESY_RHUMBSOLVE`` or with property ``Ellipsoid.rhumbsolve``.

Documentation
=============

In addition to the ``pygeodesy`` package, the PyGeodesy_ `distribution files`_ contain the tests,
the test results (on macOS only) and the complete documentation_ generated by Epydoc_ using command
line: ``epydoc --html --no-private --no-source --name=PyGeodesy --url=... -v pygeodesy``.

Tests
=====

The tests ran with Python 3.12.2 (with geographiclib_ 2.0), 3.11.5 (with geographiclib_ 2.0, numpy_
1.24.2 and scipy_ 1.10.1), Python 3.10.8 (with geographiclib_ 2.0, numpy_ 1.23.3, scipy_ 1.9.1,
GeoConvert_ 2.2, GeodSolve_ 2.2 and RhumbSolve_ 2.2), Python 3.9.6 and Python 2.7.18 (with geographiclib_
1.50, numpy_ 1.16.6, scipy_ 1.2.2, GeoConvert_ 2.2, GeodSolve_ 2.2 and RhumbSolve_ 2.2), all on macOS
14.3.1 Sonoma and in 64-bit only.

All tests ran with and without ``lazy import`` for Python 3 and with command line option ``-W default``
and env variable ``PYGEODESY_WARNINGS=on`` for all Python versions.  The results of those tests are
included in the distribution files.

PyPy_ 7.3.12 (Python 3.10.12), Python 3.11.5, 3.10.8 and 3.9.6 run on Apple M1 Silicon (``arm64``),
*natively*.  Python 3.8.10 and 2.7.18 run on Intel (``x86_64``) or Intel *emulation* (\"``arm64_x86_64``\",
see function `pygeodesy.machine`_).

Test coverage has been measured with coverage_ 7.2.2 using only Python 3.11.5 and 3.10.8.  The complete
coverage report in HTML and a PDF summary are included in the distribution files.

The tests also ran with Python 3.11.5 (and geographiclib_ 2.0) on `Debian 11`_ in 64-bit only and with
Python 3.11.5, 3.10.10 and 2.7.18 (all with geographiclib_ 1.52) on `Windows 10`_ in 64- and/or 32-bit.

A single-File and single-Directory application with ``pygeodesy`` has been bundled using PyInstaller_
3.4 and 64-bit Python 3.7.4 and 3.7.3 on macOS 10.13.6 High Sierra.

Previously, the tests were run with Python 3.12.0-1, 3.11.2-4, 3.10.1-7, 3.9.1, 3.8.7, 3.7.1, 2.7.15, PyPy_
7.3.12 (Python 3.10.12), 7.3.1 (Python 3.6.9) and PyPy_ 7.1.1 (Python 2.7.13) (and geographiclib_ 1.52,
numpy_ 1.16.3, 1.16.4, 1.16.6, 1.19.0, 1.19.4, 1.19.5 or 1.22.4 and scipy_ 1.2.1, 1.4.1, 1.5.2 or 1.8.1)
on `Ubuntu 16.04`_, with Python 3.10.0-1, 3.9.0-5, 3.8.0-6, 3.7.2-6, 3.7.0, 3.6.2-5, 3.5.3, 2.7.13-17,
2.7.10 and 2.6.9 (and numpy_ 1.19.0, 1.16.5, 1.16.2, 1.15.2, 1.14.0, 1.13.1, 1.8.0rc1 or 1.6.2 and scipy_
1.5.0), PyPy_ 7.3.0 (Python 2.7.13 and 3.6.9), PyPy_ 6.0.0 (Python 2.7.13 and 3.5.3) and `Intel-Python`_
3.5.3 (and numpy_ 1.11.3) on macOS 14.0-2.1 Sonoma, 13.0-5.2 Ventura, 12.1-6 Monterey, 11.0-5.2-6.1 Big
Sur (aka 10.16), 10.15.3, 10.15.5-7 Catalina, 10.14 Mojave, 10.13.6 High Sierra and 10.12 Sierra, MacOS X
10.11 El Capitan and/or MacOS X 10.10 Yosemite, with Pythonista_ 3.2 (with geographiclib 1.50 or 1.49 and
numpy 1.8.0) on iOS 14.4.2, 11.4.1, 12.0-3 on iPad4, iPhone6, iPhone10 and/or iPhone12, with Pythonista_
3.1 on iOS 10.3.3, 11.0.3, 11.1.2 and 11.3 on iPad4, all in 64-bit only and with 32-bit Python 2.7.14 on
Windows Server 2012R2, Windows 10 Pro and 32-bit Python 2.6.6 on Windows XP SP3.

Notes
=====

All Python source code has been statically checked_ with PyChecker_, PyFlakes_, PyCodeStyle_ (formerly Pep8)
and McCabe_ using Python 2.7.18 and with Flake8_ using Python 3.11.5, both in 64-bit on macOS 14.3.1 Sonoma.

For a summary of all *Karney*-based functionality in ``pygeodesy``, see module karney_.

*Last updated: March 09, 2024.*

License
=======

Copyright (C) 2016-2024 -- mrJean1 at Gmail -- All Rights Reserved.

Permission is hereby granted, free of charge, to any person obtaining a copy of this software and associated
documentation files (the "Software"), to deal in the Software without restriction, including without limitation
the rights to use, copy, modify, merge, publish, distribute, sublicense, and/or sell copies of the Software, and
to permit persons to whom the Software is furnished to do so, subject to the following conditions:

The above copyright notice and this permission notice shall be included in all copies or substantial portions
of the Software.

THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR IMPLIED, INCLUDING BUT NOT LIMITED
TO THE WARRANTIES OF MERCHANTABILITY, FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT.  IN NO EVENT SHALL
THE AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER LIABILITY, WHETHER IN AN ACTION OF
CONTRACT, TORT OR OTHERWISE, ARISING FROM, OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER
DEALINGS IN THE SOFTWARE.

.. image:: https://Img.Shields.io/pypi/pyversions/PyGeodesy.svg?label=Python
  :target: https://PyPI.org/project/PyGeodesy
.. image:: https://Img.Shields.io/appveyor/ci/mrJean1/PyGeodesy.svg?branch=master&label=AppVeyor
  :target: https://CI.AppVeyor.com/project/mrJean1/PyGeodesy/branch/master
.. image:: https://Img.Shields.io/cirrus/github/mrJean1/PyGeodesy?branch=master&label=Cirrus
  :target: https://Cirrus-CI.com/github/mrJean1/PyGeodesy
.. image:: https://Img.Shields.io/badge/coverage-95%25-brightgreen
  :target: https://GitHub.com/mrJean1/PyGeodesy/blob/master/testcoverage.pdf
.. image:: https://Img.Shields.io/pypi/v/PyGeodesy.svg?label=PyPI
  :target: https://PyPI.org/project/PyGeodesy
.. image:: https://Img.Shields.io/pypi/wheel/PyGeodesy.svg
  :target: https://PyPI.org/project/PyGeodesy/#files
.. image:: https://img.shields.io/pypi/dm/PyGeodesy
  :target: https://PyPI.org/project/PyGeodesy
.. image:: https://Img.Shields.io/pypi/l/PyGeodesy.svg
  :target: https://PyPI.org/project/PyGeodesy

.. _Albers equal-area: https://GeographicLib.SourceForge.io/C++/doc/classGeographicLib_1_1AlbersEqualArea.html
.. _C++ classes: https://GeographicLib.SourceForge.io/C++/doc/annotated.html
.. _C++ GeographicLib: https://GeographicLib.SourceForge.io/C++/doc/index.html
.. _Cartesian: https://mrJean1.GitHub.io/PyGeodesy/docs/pygeodesy-Cartesian-attributes-table.html
.. _Cassini-Soldner: https://GeographicLib.SourceForge.io/C++/doc/classGeographicLib_1_1CassiniSoldner.html
.. _checked: https://GitHub.com/ActiveState/code/tree/master/recipes/Python/546532_PyChecker_postprocessor
.. _Cohen-Sutherland: https://WikiPedia.org/wiki/Cohen-Sutherland_algorithm
.. _coverage: https://PyPI.org/project/coverage
.. _Debian 11: https://Cirrus-CI.com/github/mrJean1/PyGeodesy/master
.. _distribution files: https://GitHub.com/mrJean1/PyGeodesy/tree/master/dist
.. _docs: https://www.Movable-Type.co.UK/scripts/geodesy/docs
.. _documentation: https://mrJean1.GitHub.io/PyGeodesy
.. _ECEF: https://WikiPedia.org/wiki/ECEF
.. _EPSG: https://EPSG.org
.. _Epydoc: https://PyPI.org/project/epydoc
.. _equidistant: https://GeographicLib.SourceForge.io/C++/doc/classGeographicLib_1_1AzimuthalEquidistant.html
.. _Exact: https://GeographicLib.SourceForge.io/C++/doc/classGeographicLib_1_1GeodesicExact.html
.. _Flake8: https://PyPI.org/project/flake8
.. _Forster-Hormann-Popa: https://www.ScienceDirect.com/science/article/pii/S259014861930007X
.. _Fréchet: https://WikiPedia.org/wiki/Frechet_distance
.. _Garefs (GARS): https://WikiPedia.org/wiki/Global_Area_Reference_System
.. _GeoConvert: https://GeographicLib.SourceForge.io/C++/doc/utilities.html
.. _GeodSolve: https://GeographicLib.SourceForge.io/C++/doc/utilities.html
.. _geographiclib: https://PyPI.org/project/geographiclib
.. _Geohashes: https://www.Movable-Type.co.UK/scripts/geohash.html
.. _Geoid: https://mrJean1.GitHub.io/PyGeodesy/docs/pygeodesy.geoids-module.html
.. _Georefs (WGRS): https://WikiPedia.org/wiki/World_Geographic_Reference_System
.. _GitHub: https://GitHub.com/mrJean1/PyGeodesy
.. _GitHub/dist: https://GitHub.com/mrJean1/PyGeodesy/tree/master/dist
.. _Greiner-Hormann: http://www.inf.USI.CH/hormann/papers/Greiner.1998.ECO.pdf
.. _Hausdorff: https://WikiPedia.org/wiki/Hausdorff_distance
.. _Height: https://mrJean1.GitHub.io/PyGeodesy/docs/pygeodesy.heights-module.html
.. _Intel-Python: https://software.Intel.com/en-us/distribution-for-python
.. _interpolate: https://docs.SciPy.org/doc/scipy/reference/interpolate.html
.. _JavaScript originals: https://GitHub.com/ChrisVeness/geodesy
.. _JavaScript source: https://GitHub.com/ChrisVeness/geodesy
.. _John P. Snyder: https://pubs.er.USGS.gov/djvu/PP/PP_1395.pdf
.. _karney: https://mrJean1.GitHub.io/PyGeodesy/docs/pygeodesy.karney-module.html
.. _Latitude/Longitude: https://www.Movable-Type.co.UK/scripts/latlong.html
.. _LatLon: https://mrJean1.GitHub.io/PyGeodesy/docs/pygeodesy-LatLon-attributes-table.html
.. _Liang-Barsky: https://www.CS.Helsinki.FI/group/goa/viewing/leikkaus/intro.html
.. _McCabe: https://PyPI.org/project/mccabe
.. _MGRS: https://GeographicLib.SourceForge.io/C++/doc/classGeographicLib_1_1MGRS.html
.. _MIT License: https://OpenSource.org/licenses/MIT
.. _numpy: https://PyPI.org/project/numpy
.. _numpy array: https://docs.SciPy.org/doc/numpy/reference/generated/numpy.array.html
.. _OSGR: https://www.Movable-Type.co.UK/scripts/latlong-os-gridref.html
.. _3-point resections: https://WikiPedia.org/wiki/Position_resection_and_intersection
.. _PyChecker: https://PyPI.org/project/pychecker
.. _PyCodeStyle: https://PyPI.org/project/pycodestyle
.. _PyFlakes: https://PyPI.org/project/pyflakes
.. _PyGeodesy: https://PyPI.org/project/PyGeodesy
.. _pygeodesy.machine: https://mrJean1.GitHub.io/PyGeodesy/docs/pygeodesy.interns-module.html#machine
.. _PyInstaller: https://PyPI.org/project/pyinstaller
.. _PyPI: https://PyPI.org/project/PyGeodesy
.. _PyPI Download files: https://PyPI.org/project/PyGeodesy/#files
.. _PyPy: https://formulae.brew.sh/formula/pypy3.10
.. _Pythonista: https://OMZ-Software.com/pythonista
.. _Ramer-Douglas-Peucker: https://WikiPedia.org/wiki/Ramer-Douglas-Peucker_algorithm
.. _Reumann-Witkam: https://psimpl.SourceForge.net/reumann-witkam.html
.. _RhumbSolve: https://GeographicLib.SourceForge.io/C++/doc/utilities.html
.. _scipy: https://PyPI.org/project/scipy
.. _simplify: https://Bost.Ocks.org/mike/simplify
.. _Sutherland-Hodgman: https://WikiPedia.org/wiki/Sutherland-Hodgman_algorithm
.. _TRF: http://ITRF.ENSG.IGN.FR
.. _triaxial ellipsoidal: https://GeographicLib.SourceForge.io/1.44/triaxial.html
.. _Ubuntu 16.04: https://Travis-CI.com/mrJean1/PyGeodesy
.. _UPS: https://WikiPedia.org/wiki/Universal_polar_stereographic_coordinate_system
.. _UTM: https://www.Movable-Type.co.UK/scripts/latlong-utm-mgrs.html
.. _Vector-based: https://www.Movable-Type.co.UK/scripts/latlong-vectors.html
.. _Vincenty: https://www.Movable-Type.co.UK/scripts/latlong-vincenty.html
.. _Visvalingam-Whyatt: https://hydra.Hull.ac.UK/resources/hull:8338
.. _Web Mercator: https://WikiPedia.org/wiki/Web_Mercator
.. _Windows 10: https://CI.AppVeyor.com/project/mrJean1/pygeodesy