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docs/hpc/06_tools_and_software/01_intro.md

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## Package Management for R, Python, & Julia, and Conda in general
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- [Conda environments (Python, R)](../06_tools_and_software/06_conda_environments.mdx)
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- [Using virtual environments for Python](../06_tools_and_software/02_python_packages_with_virtual_environments.mdx)
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- [Managing R packages with renv](../06_tools_and_software/03_r_packages_with_renv.mdx)
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- [Using virtual environments for Python](../06_tools_and_software/04_python_packages_with_virtual_environments.mdx)
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- [Managing R packages with renv](../06_tools_and_software/05_r_packages_with_renv.mdx)
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## Examples of software usage on Greene
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Examples can be found under `/scratch/work/public/examples/` and include the following

docs/hpc/06_tools_and_software/06_conda_environments.mdx

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### Disadvantages
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- Conda does not take advantage of packages already installed in the system (while [virtualenv and venv](./02_python_packages_with_virtual_environments.mdx) do)
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- Conda does not take advantage of packages already installed in the system (while [virtualenv and venv](./04_python_packages_with_virtual_environments.mdx) do)
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- As you will see below, you may need to do additional steps to keep track of all installed packages (including those installed by pip and/or install.packages)
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#### `renv`
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Please see details of using `renv` with conda for reproducibilty on [R packages with `renv`](./03_r_packages_with_renv.mdx).
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Please see details of using `renv` with conda for reproducibilty on [R packages with `renv`](./05_r_packages_with_renv.mdx).
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## Use conda env in a batch script
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The part of the batch script that will call the command should look like:

docs/hpc/06_tools_and_software/07_sqlite_handling_large_structured_data.md

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Alternative: install packages to a local directory or use renv as described in [R Packages with renv](./03_r_packages_with_renv.mdx)
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Alternative: install packages to a local directory or use renv as described in [R Packages with renv](./05_r_packages_with_renv.mdx)
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```sh
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mkdir /scratch/$USER/projects/myTempProject
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cd /scratch/$USER/projects/myTempProject

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