PaSh: Light-touch Data-Parallel Shell Processing
A system for parallelizing POSIX shell scripts. Hosted by the Linux Foundation.
Quick Jump: Running PaSh | Installation | Testing | Repo Structure | Community & More | Citing
Installation via pip (Recommended)
pip install binpash-pash
pash -c "echo hi"
Running PaSh
To parallelize, say, ./evaluation/intro/hello-world.sh with parallelization degree of 2× run:
pash -w 2 ./evaluation/intro/hello-world.sh
If the script contains bash specific syntax, add the beta --bash flag to enable support.
Run pash --help to get more information about the available commands.
Jump to docs/tutorial for a longer tutorial.
Local testing (development)
To install and run PaSh for local development:
pip install -e .
pash --help
pash -c "echo hello | cat"
./scripts/run_tests.sh
For more details, manual installation, or other platforms see installation instructions.
Running with a local annotations library
To run with a local version of the library, please refer to the documentation local annotations setup and usage
Repo Structure
This repo hosts the core pash development. The structure is as follows:
- src/pash/: Main Python package (installed via pip)
- preprocessor: Parses shell scripts, expands variables, and identifies dataflow regions for compilation.
- compiler: Translates shell dataflow regions to IRs and applies parallelization transformations.
- jit_runtime: Just-in-time runtime that executes compiled regions and manages shell state.
- runtime: Runtime components — e.g.,
eager,split, and associated combiners.
- docs: Design documents, tutorials, installation instructions, etc.
- evaluation: Shell pipelines and example scripts used for the evaluation.
- scripts: Scripts related to continuous integration, deployment, and testing.
Community & More
Chat:
Mailing Lists:
- pash-devs: Join this mailing list for discussing all things
pash - pash-commits: Join this mailing list for commit notifications
Development/contributions:
- Contribution guide: docs/contributing
- Continuous Integration Server: ci.binpa.sh
Citing
If you used PaSh, consider citing the following paper:
@inproceedings{pash2021eurosys,
author = {Vasilakis, Nikos and Kallas, Konstantinos and Mamouras, Konstantinos and Benetopoulos, Achilles and Cvetkovi\'{c}, Lazar},
title = {PaSh: Light-Touch Data-Parallel Shell Processing},
year = {2021},
isbn = {9781450383349},
publisher = {Association for Computing Machinery},
address = {New York, NY, USA},
url = {https://doi.org/10.1145/3447786.3456228},
doi = {10.1145/3447786.3456228},
pages = {49–66},
numpages = {18},
keywords = {POSIX, Unix, pipelines, automatic parallelization, source-to-source compiler, shell},
location = {Online Event, United Kingdom},
series = {EuroSys '21}
}
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