Installation¶
You can install RAPIDS using Docker (the fastest), or native instructions for MacOS and Ubuntu
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Install Docker
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Pull our RAPIDS container
docker pull agamk/rapids:latest`
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Run RAPIDS' container (after this step is done you should see a prompt in the main RAPIDS folder with its python environment active)
docker run -it agamk/rapids:latest
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Pull the latest version of RAPIDS
git pull
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Make RAPIDS script executable
chmod +x rapids
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Check that RAPIDS is working
./rapids -j1
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Optional. You can edit RAPIDS files with
vim
but we recommend usingVisual Studio Code
and itsRemote Containers
extensionHow to configure Remote Containers extension
- Make sure RAPIDS container is running
- Install the Remote - Containers extension
- Go to the
Remote Explorer
panel on the left hand sidebar - On the top right dropdown menu choose
Containers
- Double click on the
agamk/rapids
container in theCONTAINERS
tree - A new VS Code session should open on RAPIDS main folder insidethe container.
We tested these instructions in Catalina
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Install brew
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Install MySQL
brew install mysql brew services start mysql
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Install R 4.0, pandoc and rmarkdown. If you have other instances of R, we recommend uninstalling them
brew install r brew install pandoc Rscript --vanilla -e 'install.packages("rmarkdown", repos="http://cran.us.r-project.org")'
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Install miniconda (restart your terminal afterwards)
brew cask install miniconda conda init zsh # (or conda init bash)
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Clone our repo
git clone https://github.com/carissalow/rapids
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Create a python virtual environment
cd rapids conda env create -f environment.yml -n rapids conda activate rapids
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Install R packages and virtual environment:
snakemake -j1 renv_install snakemake -j1 renv_restore
Note
This step could take several minutes to complete, especially if you have less than 3Gb of RAM or packages need to be compiled from source. Please be patient and let it run until completion.
-
Make RAPIDS script executable
chmod +x rapids
-
Check that RAPIDS is working
./rapids -j1
We tested on Ubuntu 18.04 & 20.04
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Install dependencies
sudo apt install libcurl4-openssl-dev sudo apt install libssl-dev sudo apt install libxml2-dev
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Install MySQL
sudo apt install libmysqlclient-dev sudo apt install mysql-server
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Add key for R’s repository.
sudo apt-key adv --keyserver keyserver.ubuntu.com --recv-keys E298A3A825C0D65DFD57CBB651716619E084DAB9
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Add R’s repository
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For 18.04
sudo add-apt-repository 'deb https://cloud.r-project.org/bin/linux/ubuntu bionic-cran40/'
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For 20.04
sudo add-apt-repository 'deb https://cloud.r-project.org/bin/linux/ubuntu focal-cran40/'
-
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Install R 4.0. If you have other instances of R, we recommend uninstalling them
sudo apt update sudo apt install r-base
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Install Pandoc and rmarkdown
sudo apt install pandoc Rscript --vanilla -e 'install.packages("rmarkdown", repos="http://cran.us.r-project.org")'
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Install git
sudo apt install git
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Install miniconda
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Restart your current shell
-
Clone our repo:
git clone https://github.com/carissalow/rapids
-
Create a python virtual environment:
cd rapids conda env create -f environment.yml -n MY_ENV_NAME conda activate MY_ENV_NAME
-
Install R packages and virtual environment:
snakemake -j1 renv_install snakemake -j1 renv_restore
Note
This step could take several minutes to complete, especially if you have less than 3Gb of RAM or packages need to be compiled from source. Please be patient and let it run until completion.
-
Make RAPIDS script executable
chmod +x rapids
-
Check that RAPIDS is working
./rapids -j1