geopandas: Geopandas cannot be installed on M1

I was having trouble running the above steps. What worked for me was to brew install gdal proj and then run pip install geopandas Hope this may help someone later on.

At the moment, installing geopandas on M1 macs is no longer an issue and can be achieved via conda or pip+homebrew. See the summary below. Keep in mind that a lot of comments from the thread above are no longer true.

GeoPandas itself is written in pure Python, so there is no issue running that on any architecture. However, it depends on other libraries that are written in other languages (C, C++) that need to be compiled specifically for M1 chips. While you could compile it yourself, I am not going to cover this option as it is not user friendly.

There are three possible sources of required libraries - pip wheels, conda-forge, and Homebrew.

When a Python package requires C dependency, it can create wheels with the dependency compiled for each system and chip architecture. See for example pygeos - https://pypi.org/project/pygeos/#files. What you need is *macosx_11_0_arm64.whl . If your package doesn’t offer it, you have to find another way of installing than pip. Since GeoPandas requires shapely and fiona (among others) that do not have these wheels, you should look elsewhere - either on conda-forge or Homebrew. Below are both options tested as of today.

Conda and conda-forge way (recommended)

Conda-forge currently has all packages geopandas needs

Install M1 version of miniforge or mambaforge. It can be downloaded from here - https://github.com/conda-forge/miniforge.

conda install -c conda-forge geopandas pygeos

Note: if you install x86 (Intel) version of conda, it will run under Rosetta2 and install all packages using x86 architecture, meaning that everything will run under emulation. Try to avoid that.

Pip and Homebrew way

Homebrew can install C libraries compiled for M1. Python packages will find and use them.

Using an environment with Python 3.9

Install shapely:

brew install geos
export DYLD_LIBRARY_PATH=/opt/homebrew/opt/geos/lib/
pip install shapely

DYLD_LIBRARY_PATH is needed for shapely to find GEOS installation.

Install fiona:

brew install gdal
pip install fiona

Install pyproj:

brew install proj
pip install pyproj

Install geopandas and pygeos for speedups:

pip install pygeos
pip install geopandas

With all that, I am going to close the issue.

Quick update: I made it work by installing from source. After installing the necessary packages with conda and installing geopandas with pip, the package can be used.

With pygeos in your environment, rtree is not used.

The important difference (from @martinfleis) is to conda install pygeos instead of rtree, as rtree is not available natively on M1 macs.

I was having trouble running the above steps. What worked for me was to brew install gdal proj and then run pip install geopandas Hope this may help someone later on.

This has also worked for me!

Just checked: I cannot install Shapely, Fiona or Pyproj.

@StevenLi-DS (I’m not across the M1 packaging situation particularly closely) I think the noarch install is all you need - geopandas itself is pure python, it just has compiled dependencies, note that the linux/ windows / osx specific architecture versions are for v0.3 which is well out of date.

I was having trouble running the above steps. What worked for me was to brew install gdal proj and then run pip install geopandas Hope this may help someone later on.

This worked for me, too! Thanks 😘

I am using GeoPandas (+pygeos) with a M1 MacBook Air, under rosetta 2 and miniforge without problems.

I get the same issue with conda-forge channel:

(gds) frankjimenez@franks-mbp ~ % conda install -c conda-forge geopandas

Collecting package metadata (current_repodata.json): done Solving environment: failed with initial frozen solve. Retrying with flexible solve. Solving environment: failed with repodata from current_repodata.json, will retry with next repodata source. Collecting package metadata (repodata.json): done Solving environment: failed with initial frozen solve. Retrying with flexible solve. Solving environment: / Found conflicts! Looking for incompatible packages. This can take several minutes. Press CTRL-C to abort. failed

UnsatisfiableError: The following specifications were found to be incompatible with each other:

Output in format: Requested package -> Available versions Note that strict channel priority may have removed packages required for satisfiability.

(gds) frankjimenez@franks-mbp ~ %