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I'm using GDAL v2.14 on my Windows 10 machine. In that environment, I have two gdal python bindings. One is import gdal, the other is import osgeo. I installed Python's gdal using http://www.lfd.uci.edu/~gohlke/pythonlibs/#gdal.

On my Ubuntu server, there are two ways to install gdal. One is to do sudo apt-get install python-gdal and the other is pip install gdal (but you need the C headers for this install).

On my Windows install, I can use gdal.Warp() to warp a projection, or crop it. On Ubuntu, this fails with the error AttributeError: 'module' object has no attribute 'Warp' on both "installations" of gdal. How can I make it cross-platform while also maintaining the same functionality?

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The problem I was having was that my GDAL installation was version 1.11 (latest version on Ubuntu ppa due to the new major version) when my Windows installation was 2.1.4. I fixed that using these steps:

Download GDAL's source using https://trac.osgeo.org/gdal/wiki/DownloadSource. I picked 2.1.4. I then ran:

$ cd gdal-2.1.4/
$ ./configure --prefix=/usr/
$ make
$ sudo make install
$ cd swig/python/
$ sudo python setup.py install

It also turns out that import gdal and from osgeo import gdal are the same.

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