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[functionality] QOL utils (parallelised vasp import, compression, decompression etc.) #793

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@ligerzero-ai ligerzero-ai commented Jul 24, 2023

Quality of life utilities parallelised, including but not limited to:

  • Find folders with specified files
  • Extract tarballs
  • Compress tarballs
  • Import vasp calculations into a df in parallel via a single call with function

e.g.

from pyiron_contrib.utils.vasp import DatabaseGenerator
import argparse

def main():
    parser = argparse.ArgumentParser(description='Find and compress directories based on specified criteria.')
    parser.add_argument('directory', metavar='DIR', type=str, help='the directory to operate on')
    args = parser.parse_args()
    
    datagen = DatabaseGenerator(args.directory)
    df = datagen.build_database(max_dir_count = 2000)

if __name__ == '__main__':
    main()
python3 /home/562/hlm562/python_scripts/build_vasp_database.py $PWD >> py.output

This can effectively decompress and read 12000 vasp dirs in parallel with 96 cores in 23mins ish on a HPC job.

output df:

image

  • Chargemol utils for plotting bonds/bond analysis

Some notes:

  • Need to switch to pyfileindex for file search via os.walk
  • Need to switch to pympipool when I get around to it.
  • Adjust import statements to include pyiron_contrib
  • Add option to specify workers in parallelise

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Binder 👈 Launch a binder notebook on branch pyiron/pyiron_contrib/utils_and_table

@ligerzero-ai ligerzero-ai added the enhancement New feature or request label Jul 24, 2023
@ligerzero-ai ligerzero-ai marked this pull request as draft July 24, 2023 23:10
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Pull Request Test Coverage Report for Build 5650712108

  • 0 of 0 changed or added relevant lines in 0 files are covered.
  • No unchanged relevant lines lost coverage.
  • Overall coverage remained the same at 12.945%

Totals Coverage Status
Change from base Build 5645181349: 0.0%
Covered Lines: 1872
Relevant Lines: 14461

💛 - Coveralls

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@jan-janssen

Notes:
There is no infrastructure for adding functions similar as to a pyiron table - this is purely for my own purposes which is to import vasp calculations in parallel.

There will need to be some conceptualisation of what the table functionality looks like as a standalone module. But a lot of the utilities can help with that, I imagine.

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