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Added conda section #649
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e87b1b7
create conda document
lbarraga c5019aa
added conda document to Advanced Topics
lbarraga cebe350
fix typo
lbarraga a7aa31a
added conda pkgs export
lbarraga 8a342c7
new intro to better reflect the ideq of condq at HPC
lbarraga 883f8a2
add use of 'source activate' instead of 'conda activate'
lbarraga 9392906
don't use modules when using conda
lbarraga cdd603f
remove word: scientific
lbarraga 4f41dbc
add section about Anaconda enforcing TOS
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| # Conda | ||
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| We do not recommend the use of conda environments on the HPC clusters. | ||
| This section explains why and highlights some common issues. | ||
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| ## Performance and Optimization | ||
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| Conda's packages are pre-compiled binaries that are designed to work on a wide range of systems. | ||
| This means they are not optimized for the specific architecture of HPC clusters, | ||
| leading to potential performance drawbacks compared to modules compiled specifically for the HPC environment. | ||
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| HPC modules on the other hand, are compiled for the specific architecture of the cluster, | ||
| and are optimized for performance. | ||
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| ## Compatibility and Dependency | ||
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| Using Conda in conjunction with centrally installed modules can lead to conflicts and unexpected errors, | ||
| making it difficult to debug and manage dependencies. | ||
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| ## Package Availability | ||
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| Conda has a smaller repository of available packages compared to PyPI, the repository used by pip. | ||
| This can limit the availability of specific tools or libraries needed for certain workflows. | ||
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| ## Environment and Installation Issues | ||
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| ### Home Directory Usage | ||
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| Conda installs packages and environments in the user's home directory, | ||
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| which can quickly fill up disk quotas due to the large number of files and directories it creates. | ||
| This is particularly problematic in HPC environments where home directory quotas are often limited. | ||
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| ### Modification of Configuration Files | ||
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| Conda modifies the .bashrc file in the user's home directory, | ||
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| which can lead to conflicts and unintended side effects in the user's environment setup. | ||
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