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Geospatial geometries, predicates, and operations

Project description

Shapely is a Python package for manipulation and analysis of 2D geospatial geometries. It is based on GEOS ( Shapely 1.0 is not concerned with data formats or coordinate reference systems. Responsibility for reading and writing data and projecting coordinates is left to other packages like WorldMill and pyproj. For more information, see:

Shapely requires Python 2.4+. (I’ve also begun to port it to Python 3.0:


We’ve switched to Windows GEOS DLLs based on MinGW in versions >= 1.0.6. Please contact us if you experience difficulties.

See also CHANGES.txt and HISTORY.txt.


  • libgeos_c (2.2.3 or 3.0.0+)
  • Python ctypes (standard in Python 2.5+)


Windows users should use the executable installer, which contains the required GEOS DLL. Other users should acquire libgeos_c by any means, make sure that it is on the system library path, and install from the Python package index:

$ sudo easy_install Shapely

or with the setup script:

$ sudo python install


To buffer a point:

>>> from shapely.geometry import Point
>>> point = Point(-106.0, 40.0) # longitude, latitude
>>> point.buffer(10.0)
<shapely.geometry.polygon.Polygon object at ...>

See the manual for comprehensive examples of usage. See also Operations.txt and Predicates.txt under tests/ for more examples of the spatial operations and predicates provided by Shapely. See also Point.txt, LineString.txt, etc for examples of the geometry APIs.

Numpy integration

All Shapely geometry instances provide the Numpy array interface:

>>> from numpy import asarray
>>> a = asarray(point)
>>> a.size
>>> a.shape

Numpy arrays can also be adapted to Shapely points and linestrings:

>>> from shapely.geometry import asLineString
>>> a = array([[1.0, 2.0], [3.0, 4.0]])
>>> line = asLineString(a)
>>> line.wkt
'LINESTRING (1.0000000000000000 2.0000000000000000, 3.0000000000000000 4.0000000000000000)'

Python Geo Interface

Any object that provides the Python geo interface can be adapted to a Shapely geometry with the asShape factory:

>>> d = {"type": "Point", "coordinates": (0.0, 0.0)}
>>> from shapely.geometry import asShape
>>> shape = asShape(d)
>>> shape.geom_type
>>> tuple(shape.coords)
((0.0, 0.0),)

>>> class GeoThing(object):
...     def __init__(self, d):
...         self.__geo_interface__ = d
>>> thing = GeoThing({"type": "Point", "coordinates": (0.0, 0.0)})
>>> shape = asShape(thing)
>>> shape.geom_type
>>> tuple(shape.coords)
((0.0, 0.0),)

See for more details on the interface.


Several of the modules have docstring doctests:

$ cd shapely
$ python

There are also two test runners under tests/. requires zope.testing. does not. Perhaps the easiest way to run the tests is:

$ python test


For current information about this project, see the wiki.

If you have questions, please consider joining our community list:


  • Sean Gillies (Pleiades)
  • Howard Butler (Hobu, Inc.)
  • Kai Lautaportti (Hexagon IT)
  • Frédéric Junod (Camptocamp SA)
  • Eric Lemoine (Camptocamp SA)
  • Justin Bronn (GeoDjango) for ctypes inspiration

Major portions of this work were supported by a grant (to Pleiades) from the U.S. National Endowment for the Humanities (

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