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Installing climakitae locally using conda environment

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Eric Lehmer edited this page Oct 17, 2024 · 6 revisions

Installing climakitae (1.0.1) locally using Anaconda conda environment

climakitae is primarily designed to be run in a pangeo-notebook docker image implementation of JupyterHub. The JupyterHub allows for cloud computing and user interfaces within a Jupyter Notebook. The base climakitae package functionality is also useful outside of this environment so there is motivation to understand how to install climakitae locally.

Anaconda is the best python environment to install climakitae locally, although climakitae can be pip installed on Ubuntu (or other Unix variants) if you create a python virtual environment that uses python 3.9.13. More than likely you will have to compile python 3.9.13 from source and then use that as a basis for the virtual environment.

Ubuntu installation steps

  1. Install miniconda3: https://docs.anaconda.com/miniconda/
  2. Download the conda lockfile from the cae-environments repo: https://github.com/cal-adapt/cae-environments/blob/main/climakitae/1.0.1/conda-linux-64.lock
  3. Run: conda create -n climakitae --file conda-linux-64.lock (either in the directory with the lockfile or change the path to where it is on your system)
  4. Run: conda activate climakitae
  5. Run: pip install numba==0.53.1 h3==3.7.4 timezonefinder==6.0.2 dask-gateway==2023.1.1 dask-geopandas==0.3.1 xclim==0.42.0
  6. Run: pip install -e git+https://github.com/cal-adapt/[email protected]#egg=climakitae

Windows installation steps

  1. Install Anaconda on your system: https://www.anaconda.com/
  2. Download the conda lockfile from the cae-environments repo: https://github.com/cal-adapt/cae-environments/blob/main/climakitae/1.0.1/conda-win-64.lock
  3. Open Anaconda terminal
  4. Run: conda create -n climakitae --file conda-win-64.lock (either in the directory with the lockfile or change the path to where it is on your system)
  5. Run: conda activate climakitae
  6. Run: pip install numba==0.53.1 h3==3.7.4 timezonefinder==6.0.2 dask-gateway==2023.1.1 dask-geopandas==0.3.1 xclim==0.42.0
  7. Run: pip install -e git+https://github.com/cal-adapt/[email protected]#egg=climakitae

MacOS installation steps

  1. Install Anaconda on your system: https://www.anaconda.com/
  2. Install llvm and libomp using homebrew: brew install llvm libomp
  3. Edit .bashrc (or your preferred shell env) and add:
export CC=/opt/homebrew/opt/llvm/bin/clang
export LDFLAGS="-L/opt/homebrew/opt/libomp/lib"
export CPPFLAGS="-I/opt/homebrew/opt/libomp/include"
PATH="/opt/homebrew/opt/llvm/bin:$PATH"
  1. Download the conda lockfile from the cae-environments repo: https://github.com/cal-adapt/cae-environments/blob/main/climakitae/1.0.1/conda-osx-arm64.lock
  2. Open Anaconda terminal
  3. Run: conda create -n climakitae --file conda-osx-arm64.lock (either in the directory with the lockfile or change the path to where it is on your system)
  4. Run: conda activate climakitae
  5. Run: pip install numba==0.53.1 h3==3.7.4 timezonefinder==6.0.2 dask-gateway==2023.1.1 dask-geopandas==0.3.1 xclim==0.42.0
  6. Run: pip install -e git+https://github.com/cal-adapt/[email protected]#egg=climakitae
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