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python parser and usefull script related to the saclay format

Project description

Saclay_format (v0.2.15)

This repository contains a proposal format definition to exchange inputs/outputs between some mean-field theory codes in the nuclear physics and astrophysics communities. This format relies on a series of custom binary files containing the raw data along with a YAML header containing metadata. It adheres to the results of the 05/2025 and 10/2025 ESNT workshops entitled "Simulating dense matter on three-dimensional coordinate space meshes (part I and II)".

Content

  • saclay_format — Python3 package to parse and visualize this format
  • docs — documentation of the format (not yet up to date)
  • examples — nuclear mean-field outputs in this format
  • tests — unit tests of the package

Requirements

  • pyyaml — Python3 package for YAML parsing
  • h5py — Python3 package for HDF5 parsing

Installation via PyPI

The parser is available as a PyPI package: https://pypi.org/project/saclay-format/

Install it using pip:

pip install saclay-format

This also installs several command-line scripts:

  • saclay_format_ev8_to_ev1
  • saclay_format_ev1_to_cr1
  • saclay_format_hdf5_yaml_converter
  • saclay_format_compute_densities
  • saclay_format_visualisation_rho
  • saclay_format_visualisation_rho_TD
  • saclay_format_visualisation_ascii

Running the parser

From a Python terminal, import the package and use its read() and write() methods. Example:

import saclay_format

data = saclay_format.read('file.yml')
# Modify or inspect data...
saclay_format.write(data, 'file_out.h5')

To run the unit tests:

cd tests/
python3 test_saclay_format.py

Examples

Example structure

examples/20Ne_bcs/
├── 20Ne_rho_n.wdat
├── 20Ne_state
├── 20Ne.h5
├── 20Ne.yaml
└── README.md

examples/alpha_alpha_3MeV/
├── reaction_alpha_alpha_3MeV_header.yml
├── reaction_alpha_alpha_3MeV_rho_n.bin
├── reaction_alpha_alpha_3MeV_rho_p.bin
├── README_visualisation_convert.md
└── script_test.convert.sh

examples/Ca40_ev8/
├── Ca40_HF_SLy4.yaml
├── Ca40_HF_SLy4_*.dat
└── README_test.md

Conversion test

python3 ../../src/saclay_format/hdf5_yaml_converter.py -h5 Ca40_HF_SLy4.yaml
python3 ../../src/saclay_format/ev8_to_ev1.py Ca40_HF_SLy4.h5 -o Ca40_HF_SLy4_ev1.h5
python3 ../../src/saclay_format/ev1_to_cr1.py Ca40_HF_SLy4_ev1.h5 -o Ca40_HF_SLy4_cr1.h5

Visualization test

Static:

python3 ../../src/saclay_format/visualisation_rho.py reaction_alpha_alpha_3MeV_header.yml

Dynamic:

python3 ../../src/saclay_format/visualisation_rho_TD.py reaction_alpha_alpha_3MeV_header.yml

Conversion and round-trip test:

python3 ../../src/saclay_format/hdf5_yaml_converter.py -h5 reaction_alpha_alpha_3MeV_header.yml
mv reaction_alpha_alpha_3MeV_header.h5 reaction_alpha_alpha_3MeV_converted.h5
python3 ../../src/saclay_format/visualisation_rho_TD.py reaction_alpha_alpha_3MeV_converted.h5
python3 ../../src/saclay_format/hdf5_yaml_converter.py -yaml reaction_alpha_alpha_3MeV_converted.h5
python3 ../../src/saclay_format/visualisation_rho_TD.py reaction_alpha_alpha_3MeV_converted.yaml
rm reaction_alpha_alpha_3MeV_converted*

Todo

  • Add documentation

Project layout

This project follows the structure recommended by the Hitchhiker’s Guide to Python: https://docs.python-guide.org/writing/structure

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