rpmeta: RPM Estimated Time of (build) Arrival
RPMETA is a command-line tool designed to predict RPM build durations and manage related data. It provides a set of commands for training a predictive model, making predictions, fetching data, and serving a REST API endpoint.
Table of Contents
Installation
Note: Models used for this tool are stored at HuggingFace.
Fedora:
dnf copr enable @copr/rpmeta
dnf install rpmeta
to install the also subpackages, add +SUBPACKAGE to the rpmeta.
Fedora is missing a few dependencies, so you need to install them manually:
Dependencies for model training:
- xgboost
- lightgbm
Dependencies for fancy graphs output from Optuna:
- kaleido
Other distributions:
pipx install rpmeta
to install subpackages, use rpmeta[SUBPACKAGE1, SUBPACKAGE2, ...] syntax
Or from the source:
pipx install "rpmeta[SUBCOMMANDS] @ git+https://github.com/fedora-copr/rpmeta.git"
Dependencies
In order for rpmeta (and all of its subpackages) installation from PyPI to work directly,
you need to install these dependencies:
- gcc
- krb5-config
- python3-devel
Man pages
Since pip cannot distribute UNIX manpages, if you want them available, you need to install them manually via:
click-man rpmeta --target <path-to-mandir>/man1
Usage
To see available commands and options, run:
rpmeta --help
For detailed information about a specific (sub)command, run:
rpmeta <command> --help
To see the whole documentation at once, use manpages:
man 1 rpmeta(-SUBCOMMANDS)?
Contributing
If you'd like to contribute to RPMeta, please see the CONTRIBUTING.md file for guidelines on how to:
- Set up your development environment
- Run tests
- Follow code style guidelines
- Manage versions
- Create a release
Release files for rpmeta 0.2.0
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 |
|---|---|---|---|---|
| rpmeta-0.2.0.tar.gz | 151.4 kB | With provenance | Details for rpmeta-0.2.0.tar.gz |
Built distribution (wheel)
| File | Interpreter | ABI | Platform | Actions Reset |
|---|---|---|---|---|
| rpmeta-0.2.0-py3-none-any.whl | Python 3 | none | any | Details for rpmeta-0.2.0-py3-none-any.whl |
Total release size: 204.2 kB
Release files / rpmeta-0.2.0.tar.gz
| Download URL | rpmeta-0.2.0.tar.gz |
|---|---|
| Size | 151.4 kB |
| Tags | Source |
|
SHA-256 checksum How to use checksums |
bebccfe64ed418231fdaae391794bc7e8998f0fc16b2209c2092c7ecd6deb2fc
|
|
BLAKE2b-256 checksum How to use checksums |
1f4dcf09a0bcb6db2538927ac5e2b6953fa6b3d82ce793c1cba157c713eac04b
|
| Upload date | |
|
Uploaded using Trusted Publishing? What is trusted publishing? |
Yes |
| Uploaded via |
twine/6.1.0 CPython/3.13.7
|
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 Mar 31, 2026.
Transparency logRelease files / rpmeta-0.2.0-py3-none-any.whl
| Download URL | rpmeta-0.2.0-py3-none-any.whl |
|---|---|
| Size | 52.9 kB |
| Tags | Python 3 |
|
SHA-256 checksum How to use checksums |
48770a2a117be2755ca3321a8b77a0cb430bf0cc8313a3e9f1920bb5fe595883
|
|
BLAKE2b-256 checksum How to use checksums |
d747ea891b39a47c7e22ee769f5750d230543757c9c7d8af8c138d585e622ce1
|
| Upload date | |
|
Uploaded using Trusted Publishing? What is trusted publishing? |
Yes |
| Uploaded via |
twine/6.1.0 CPython/3.13.7
|
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 Mar 31, 2026.
Transparency logSecurity for rpmeta 0.2.0
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 rpmeta-0.2.0.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 Mar 31, 2026.
Transparency logA note on package security
PyPI is a repository for distributing packages, not a service for auditing them. While third-party security researchers and our staff do their best to detect and remove malicious packages, PyPI cannot guarantee the quality, security or suitability of any given package.
To learn more about protecting yourself from malicious actors, visit our package security documentation.
