Popular 500 python provenance (all releases and revisions)

Precomputed tables of all revisions a content is in, and all origins a revision is in, indexed for reasonably efficient backward queries. Its current implementation is primarily a Parquet database, along with some external indexes for more efficient access. The swh-provenance Rust crate provides access to these indexes and a gRPC server to query the data remotely.

Comments

This teaser contains a subset of the 443 repositories archived by Software Heritage as of 2024-08-23, among the 700 GitHub repositories tagged as being written in Python with the most stars.

Dataset size
46 GB
Export date
Teaser of
Compressed graph [2024-08-23]
S3 URL
s3://softwareheritage/graph/2024-08-23-popular-500-python/provenance/all/
Deprecated
False

Referencing Software Heritage

If you use any of the datasets indexed on this website for research purposes, please acknowledge Software Heritage as recommended in the publications page, that is:

  1. Add a footnote on the title page of your paper, formatted as: “This work was made possible by Software Heritage, the universal source code archive: https://www.softwareheritage.org”; and
  2. cite at least one of the following papers:

Specific datasets might recommend additional citations, to credit their creators.

Download the dataset

For Amazon S3 links, you'll need to install either awscli or swh.datasets.

aws s3 cp --recursive --no-sign-request s3://softwareheritage/graph/2024-08-23-popular-500-python/provenance/all/ 2024-08-23-popular-500-python-provenance_all

By accessing the datasets, you agree with the Software Heritage Ethical Charter for using the archive data, the terms of use for bulk access, and the Software Heritage principles for large language models.

To learn how to use the datasets read the documentation.