varistar 🌟
varistar is a Python package designed to simplify the management and interaction with timeseries and lightcurve data coming from multiple sources.
Features
- Data Retrieval: Automated utilities to fetch data from varistar databases.
- Format Conversion: Seamlessly convert varistar-specific data into
astropytables orpandasDataFrames. - Analysis Tools: Functions for processing gravitational lensing light-curves.
- Modern Workflow: Full support for
uv,pip, and type-hinting for high-performance research.
Installation
Install the stable version from PyPI:
pip install varistar
Or, if you prefer using uv:
uv add varistar
Documentation and Usage
All the docs can be found at docs.jjsm.science/varistar
Development
This project is built using the latest Python standards. If you are using this as a template or contributing:
- Clone the repo:
git clone https://github.com/jj-sm/varistar.git cd varistar
- Sync the environment (using uv):
uv sync - Run the test suite:
uv run pytest
Releasing
Releases are cut with the Makefile, which runs lint + tests locally, bumps
the version, pushes, tags, waits for the PyPI publish workflow to succeed,
and only then creates the GitHub release:
make check # ruff check + pytest (same gate as CI)
make lint # ruff check only
make test # pytest only
make format-check # ruff format --check (advisory, not release-blocking)
make release VERSION=0.1.12
make release requires a clean working tree on main, up to date with
origin/main. It bumps the version in pyproject.toml and
src/varistar/__init__.py, commits (chore: release vX.Y.Z), pushes,
tags vX.Y.Z, pushes the tag (which triggers
.github/workflows/publish.yml to test
and publish to PyPI), watches that workflow, and creates the GitHub
release only if it succeeds — a release is never created for a version
that failed to publish.
See CHANGELOG.md for release history.
License
This project is licensed under the MIT License. See the LICENSE.md file for details.
Contributing
- Check out the Contributing Guidelines.
- Adhere to the Code of Conduct.
- Open a Feature Request for new ideas.
Citation
If you use varistar in your research or publications, please cite it using the metadata provided in the CITATION.cff file, or click the "Cite this repository" button in the GitHub sidebar.
Maintained by Juan José Sánchez Medina, BSc. Astronomy Student (Pontificia Universidad Católica de Chile)
Metadata
Release files for varistar 0.1.14
For a detailed explanation of source distributions (sdists) and built distributions (wheels), please see the package formats documentation.
Source distribution (sdist)
| File | Size | Uploaded | Provenance | Actions |
|---|---|---|---|---|
| varistar-0.1.14.tar.gz | 61.2 kB | With provenance | Details for varistar-0.1.14.tar.gz |
Built distribution (wheel)
| File | Interpreter | ABI | Platform | Actions Reset |
|---|---|---|---|---|
| varistar-0.1.14-py3-none-any.whl | Python 3 | none | any | Details for varistar-0.1.14-py3-none-any.whl |
Total release size: 133.8 kB
Release files / varistar-0.1.14.tar.gz
| Download URL | varistar-0.1.14.tar.gz |
|---|---|
| Size | 61.2 kB |
| Tags | Source |
|
SHA-256 checksum How to use checksums |
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BLAKE2b-256 checksum How to use checksums |
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| Upload date | |
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Uploaded using Trusted Publishing? What is trusted publishing? |
Yes |
| Uploaded via |
twine/7.0.0 CPython/3.13.14
|
Provenance
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PyPI Publish Attestation
PyPI verified that this artifact, at this checksum, originated from the publisher listed below.
Signed by GitHub Actions, verified by PyPI on Sep 15, 2026.
Transparency logRelease files / varistar-0.1.14-py3-none-any.whl
| Download URL | varistar-0.1.14-py3-none-any.whl |
|---|---|
| Size | 72.6 kB |
| Tags | Python 3 |
|
SHA-256 checksum How to use checksums |
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|
|
BLAKE2b-256 checksum How to use checksums |
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|
| Upload date | |
|
Uploaded using Trusted Publishing? What is trusted publishing? |
Yes |
| Uploaded via |
twine/7.0.0 CPython/3.13.14
|
Provenance
Provenance describes where a file came from. On PyPI, provenance is shared via attestations, which provide a verifiable record of the build or publishing details. View details, limitations and caveats.
PyPI Publish Attestation
PyPI verified that this artifact, at this checksum, originated from the publisher listed below.
Signed by GitHub Actions, verified by PyPI on Sep 15, 2026.
Transparency logSecurity for varistar 0.1.14
Provenance
Provenance describes where a file came from. On PyPI, provenance is shared via attestations, which provide a verifiable record of the build or publishing details. View details, limitations and caveats.
Full provenance
Both files in this release have been uploaded with provenance metadata.
Attestation for varistar-0.1.14.tar.gz
PyPI Publish Attestation
PyPI verified that this artifact, at this checksum, originated from the publisher listed below.
Signed by GitHub Actions, verified by PyPI on Sep 15, 2026.
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