provena-audit

Find duplicate and near-duplicate footage in a video library: re-uploads, re-encodes, resized, trimmed and time-shifted cuts, light recolours and captions. Gives which videos share footage and exactly which seconds.

Fingerprinting runs where the videos are. Only small fingerprints leave your machines (about 0.5 MB per hour of footage: hashes and timings under random IDs, no images, audio or file names); the file names stay in a private folder you keep.

Install

pipx install provena-audit                  # or: pip install provena-audit
pip install "provena-audit[cloud]"          # adds s3:// and gs:// sources

Python 3.11+. Video decoding is built in (PyAV), so no separate ffmpeg install is needed.

Use

provena-audit fingerprint ./videos          # -> provena_send/ (fingerprints), provena_private/ (file names, keep)
provena-audit audit provena_send/           # -> pairs.csv, and prints the duplicate hours

pairs.csv has one row per copy: video IDs a and b, votes (distinct frames that agree), shift (seconds, b minus a) and the matched range in each video. Map IDs back to files with provena_private/names_*.csv.

Large libraries, many machines (each gets its own index; all can share one --send / --private location, local or s3:// / gs://):

provena-audit fingerprint s3://lib/videos --send s3://lib/send --private s3://lib/private --part 3 --of 50
provena-audit audit provena_send/ --part 0 --of 10 --out pairs_0.csv      # one of 10 machines
provena-audit combine provena_send/ pairs_*.csv                           # join the parts -> pairs.csv

Fingerprinting resumes where it stopped; split audits give exactly the same pairs as one run.

Where does a clip appear? Search one or more clips against a fingerprint folder (the index loads once; each search takes well under a second on a laptop for ~1M indexed clips):

provena-audit lookup clip.mp4 other.mp4 --index provena_send/ --private provena_private/

How it works

A PDQ hash (Meta's open perceptual hash) of the full-size frame every 0.25 s.
Every frame is compared with every frame of every other video (C++, all cores; each pair of videos once).
Matching frames vote on the time shift between the two videos (1 s bins, each frame votes once per bin and its neighbours). 8 or more distinct frames on one shift is a copy; a clip used twice in another video gives two rows.

Measured on OpenVid-1M (1.02M clips, ~2,050 h): fingerprinted and audited in ~6 h on cloud spot machines for ~$10-12; 7.6% duplicate or near-duplicate footage.

Not caught yet: crops, mirrored copies and heavy overlays (planned: SSCD embeddings alongside PDQ).

Test

uv run pytest -s downloads 20 known duplicate pairs from OpenVid-1M, fingerprints and audits them (also split over 3 parts + combine) and checks all are found.

Licence

MIT

Metadata

Release files for provena-audit 0.2.0

For a detailed explanation of source distributions (sdists) and built distributions (wheels), please see the package formats documentation.

Source distribution (sdist)

Source distribution for provena-audit 0.2.0
File	Size	Uploaded
provena_audit-0.2.0.tar.gz	15.6 kB	Oct 12, 2026	Details

Built distributions (wheels)

Table of built distributions (wheels) for provena-audit 0.2.0
File	Interpreter	ABI	Platform	Reset
provena_audit-0.2.0-cp314-cp314-win_amd64.whl 103.5 kB Oct 12, 2026	CPython 3.14	CPython 3.14	Windows x86-64	Details
provena_audit-0.2.0-cp314-cp314-manylinux_2_27_x86_64.manylinux_2_28_x86_64.whl 77.8 kB Oct 12, 2026	CPython 3.14	CPython 3.14	Linux glibc 2.28+ x86-64, Linux glibc 2.27+ x86-64	Details
provena_audit-0.2.0-cp314-cp314-manylinux_2_26_aarch64.manylinux_2_28_aarch64.whl 74.4 kB Oct 12, 2026	CPython 3.14	CPython 3.14	Linux glibc 2.28+ ARM64, Linux glibc 2.26+ ARM64	Details
provena_audit-0.2.0-cp314-cp314-macosx_11_0_x86_64.whl 69.6 kB Oct 12, 2026	CPython 3.14	CPython 3.14	macOS 11.0+ x86-64	Details
provena_audit-0.2.0-cp314-cp314-macosx_11_0_arm64.whl 67.3 kB Oct 12, 2026	CPython 3.14	CPython 3.14	macOS 11.0+ ARM64	Details
provena_audit-0.2.0-cp313-cp313-win_amd64.whl 100.9 kB Oct 12, 2026	CPython 3.13	CPython 3.13	Windows x86-64	Details
provena_audit-0.2.0-cp313-cp313-manylinux_2_27_x86_64.manylinux_2_28_x86_64.whl 77.8 kB Oct 12, 2026	CPython 3.13	CPython 3.13	Linux glibc 2.28+ x86-64, Linux glibc 2.27+ x86-64	Details
provena_audit-0.2.0-cp313-cp313-manylinux_2_26_aarch64.manylinux_2_28_aarch64.whl 74.3 kB Oct 12, 2026	CPython 3.13	CPython 3.13	Linux glibc 2.28+ ARM64, Linux glibc 2.26+ ARM64	Details
provena_audit-0.2.0-cp313-cp313-macosx_11_0_x86_64.whl 69.6 kB Oct 12, 2026	CPython 3.13	CPython 3.13	macOS 11.0+ x86-64	Details
provena_audit-0.2.0-cp313-cp313-macosx_11_0_arm64.whl 67.2 kB Oct 12, 2026	CPython 3.13	CPython 3.13	macOS 11.0+ ARM64	Details
provena_audit-0.2.0-cp312-cp312-win_amd64.whl 100.9 kB Oct 12, 2026	CPython 3.12	CPython 3.12	Windows x86-64	Details
provena_audit-0.2.0-cp312-cp312-manylinux_2_27_x86_64.manylinux_2_28_x86_64.whl 77.9 kB Oct 12, 2026	CPython 3.12	CPython 3.12	Linux glibc 2.28+ x86-64, Linux glibc 2.27+ x86-64	Details
provena_audit-0.2.0-cp312-cp312-manylinux_2_26_aarch64.manylinux_2_28_aarch64.whl 74.4 kB Oct 12, 2026	CPython 3.12	CPython 3.12	Linux glibc 2.26+ ARM64, Linux glibc 2.28+ ARM64	Details
provena_audit-0.2.0-cp312-cp312-macosx_11_0_x86_64.whl 69.6 kB Oct 12, 2026	CPython 3.12	CPython 3.12	macOS 11.0+ x86-64	Details
provena_audit-0.2.0-cp312-cp312-macosx_11_0_arm64.whl 67.3 kB Oct 12, 2026	CPython 3.12	CPython 3.12	macOS 11.0+ ARM64	Details
provena_audit-0.2.0-cp311-cp311-win_amd64.whl 101.0 kB Oct 12, 2026	CPython 3.11	CPython 3.11	Windows x86-64	Details
provena_audit-0.2.0-cp311-cp311-manylinux_2_27_x86_64.manylinux_2_28_x86_64.whl 78.3 kB Oct 12, 2026	CPython 3.11	CPython 3.11	Linux glibc 2.28+ x86-64, Linux glibc 2.27+ x86-64	Details
provena_audit-0.2.0-cp311-cp311-manylinux_2_26_aarch64.manylinux_2_28_aarch64.whl 75.2 kB Oct 12, 2026	CPython 3.11	CPython 3.11	Linux glibc 2.28+ ARM64, Linux glibc 2.26+ ARM64	Details
provena_audit-0.2.0-cp311-cp311-macosx_11_0_x86_64.whl 70.2 kB Oct 12, 2026	CPython 3.11	CPython 3.11	macOS 11.0+ x86-64	Details
provena_audit-0.2.0-cp311-cp311-macosx_11_0_arm64.whl 68.1 kB Oct 12, 2026	CPython 3.11	CPython 3.11	macOS 11.0+ ARM64	Details

Total release size: 1.6 MB

Release files / provena_audit-0.2.0.tar.gz

Download URL	provena_audit-0.2.0.tar.gz
Size	15.6 kB
Tags	Source
SHA-256 checksum How to use checksums	`bf14af57aed6afa44efb0d6198496a613adb44fcdfe2687fe6b72c2eed8554aa`
BLAKE2b-256 checksum How to use checksums	`9e4c39c0c855eee13b3a8efbd6c2b400f4aa13e09e8d90cc055bbb698e7177ee`
Upload date	Oct 12, 2026
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.

Identity

Publishing platform: GitHub Actions
Publishing repository: github.com/arthurnaldo/Provena
Publishing commit: github.com/arthurnaldo/Provena/tree/890fe5b92a915f6d76ac764a3b5f9a1bab28ee8c

Workflow

Publishing configuration: github.com/arthurnaldo/Provena/blob/890fe5b92a915f6d76ac764a3b5f9a1bab28ee8c/.github/workflows/wheels.yml
Publishing logs: github.com/arthurnaldo/Provena/actions/runs/38230170545/attempts/1

Artifact

Subject: provena_audit-0.2.0.tar.gz
SHA-256 checksum: bf14af57aed6afa44efb0d6198496a613adb44fcdfe2687fe6b72c2eed8554aa Verifying attestations

Release files / provena_audit-0.2.0-cp314-cp314-win_amd64.whl

Download URL	provena_audit-0.2.0-cp314-cp314-win_amd64.whl
Size	103.5 kB
Tags	CPython 3.14 Windows x86-64
SHA-256 checksum How to use checksums	`93621cee8deeffd1d51481f008b9394bdc7b107e7ebd7a224fe420f3cd0f4b90`
BLAKE2b-256 checksum How to use checksums	`c56e13fbc3f2858220ff41ede4317bb51d7816c2c67db8695843ea84f9ba9046`
Upload date	Oct 12, 2026
Uploaded using Trusted Publishing? What is trusted publishing?	Yes
Uploaded via	`twine/7.0.0 CPython/3.13.14`

Provenance

Identity

Publishing platform: GitHub Actions
Publishing repository: github.com/arthurnaldo/Provena
Publishing commit: github.com/arthurnaldo/Provena/tree/890fe5b92a915f6d76ac764a3b5f9a1bab28ee8c

Workflow

Publishing configuration: github.com/arthurnaldo/Provena/blob/890fe5b92a915f6d76ac764a3b5f9a1bab28ee8c/.github/workflows/wheels.yml
Publishing logs: github.com/arthurnaldo/Provena/actions/runs/38230170545/attempts/1

Artifact

Subject: provena_audit-0.2.0-cp314-cp314-win_amd64.whl
SHA-256 checksum: 93621cee8deeffd1d51481f008b9394bdc7b107e7ebd7a224fe420f3cd0f4b90 Verifying attestations

Release files / provena_audit-0.2.0-cp314-cp314-manylinux_2_27_x86_64.manylinux_2_28_x86_64.whl

Download URL	provena_audit-0.2.0-cp314-cp314-manylinux_2_27_x86_64.manylinux_2_28_x86_64.whl
Size	77.8 kB
Tags	CPython 3.14 Linux glibc 2.27+ x86-64 Linux glibc 2.28+ x86-64
SHA-256 checksum How to use checksums	`d5a35017f93188f496fc8940566abae5bc8cb149fd555d48778784f99d74f41f`
BLAKE2b-256 checksum How to use checksums	`370653deeb48fba4c17ec49806f37a208b609e790f2a9f3d19cd2db0e90b848e`
Upload date	Oct 12, 2026
Uploaded using Trusted Publishing? What is trusted publishing?	Yes
Uploaded via	`twine/7.0.0 CPython/3.13.14`

Provenance

Identity

Publishing platform: GitHub Actions
Publishing repository: github.com/arthurnaldo/Provena
Publishing commit: github.com/arthurnaldo/Provena/tree/890fe5b92a915f6d76ac764a3b5f9a1bab28ee8c

Workflow

Publishing configuration: github.com/arthurnaldo/Provena/blob/890fe5b92a915f6d76ac764a3b5f9a1bab28ee8c/.github/workflows/wheels.yml
Publishing logs: github.com/arthurnaldo/Provena/actions/runs/38230170545/attempts/1

Artifact

Subject: provena_audit-0.2.0-cp314-cp314-manylinux_2_27_x86_64.manylinux_2_28_x86_64.whl
SHA-256 checksum: d5a35017f93188f496fc8940566abae5bc8cb149fd555d48778784f99d74f41f Verifying attestations

Release files / provena_audit-0.2.0-cp314-cp314-manylinux_2_26_aarch64.manylinux_2_28_aarch64.whl

Download URL	provena_audit-0.2.0-cp314-cp314-manylinux_2_26_aarch64.manylinux_2_28_aarch64.whl
Size	74.4 kB
Tags	CPython 3.14 Linux glibc 2.26+ ARM64 Linux glibc 2.28+ ARM64
SHA-256 checksum How to use checksums	`a40581dd88fa6a0faaba7ec2b947fa52519cc50ed749506823bb61a9a783f7a8`
BLAKE2b-256 checksum How to use checksums	`b84eacea723d3d5fcfdcd0ae87159fac798bf30c975721ff91122425212af4bc`
Upload date	Oct 12, 2026
Uploaded using Trusted Publishing? What is trusted publishing?	Yes
Uploaded via	`twine/7.0.0 CPython/3.13.14`

Provenance

Identity

Publishing platform: GitHub Actions
Publishing repository: github.com/arthurnaldo/Provena
Publishing commit: github.com/arthurnaldo/Provena/tree/890fe5b92a915f6d76ac764a3b5f9a1bab28ee8c

Workflow

Publishing configuration: github.com/arthurnaldo/Provena/blob/890fe5b92a915f6d76ac764a3b5f9a1bab28ee8c/.github/workflows/wheels.yml
Publishing logs: github.com/arthurnaldo/Provena/actions/runs/38230170545/attempts/1

Artifact

Subject: provena_audit-0.2.0-cp314-cp314-manylinux_2_26_aarch64.manylinux_2_28_aarch64.whl
SHA-256 checksum: a40581dd88fa6a0faaba7ec2b947fa52519cc50ed749506823bb61a9a783f7a8 Verifying attestations

Release files / provena_audit-0.2.0-cp314-cp314-macosx_11_0_x86_64.whl

Download URL	provena_audit-0.2.0-cp314-cp314-macosx_11_0_x86_64.whl
Size	69.6 kB
Tags	CPython 3.14 macOS 11.0+ x86-64
SHA-256 checksum How to use checksums	`5c0dbba3ba4907042da7f82a136b0b6171ca00bf17dc9ba2155330e283c4e69c`
BLAKE2b-256 checksum How to use checksums	`a730751474db8cdcb3af38cdb5599f0b6e13b0ba8ac06af98a423e90d9f04364`
Upload date	Oct 12, 2026
Uploaded using Trusted Publishing? What is trusted publishing?	Yes
Uploaded via	`twine/7.0.0 CPython/3.13.14`

Provenance

Identity

Publishing platform: GitHub Actions
Publishing repository: github.com/arthurnaldo/Provena
Publishing commit: github.com/arthurnaldo/Provena/tree/890fe5b92a915f6d76ac764a3b5f9a1bab28ee8c

Workflow

Publishing configuration: github.com/arthurnaldo/Provena/blob/890fe5b92a915f6d76ac764a3b5f9a1bab28ee8c/.github/workflows/wheels.yml
Publishing logs: github.com/arthurnaldo/Provena/actions/runs/38230170545/attempts/1

Artifact

Subject: provena_audit-0.2.0-cp314-cp314-macosx_11_0_x86_64.whl
SHA-256 checksum: 5c0dbba3ba4907042da7f82a136b0b6171ca00bf17dc9ba2155330e283c4e69c Verifying attestations

Release files / provena_audit-0.2.0-cp314-cp314-macosx_11_0_arm64.whl

Download URL	provena_audit-0.2.0-cp314-cp314-macosx_11_0_arm64.whl
Size	67.3 kB
Tags	CPython 3.14 macOS 11.0+ ARM64
SHA-256 checksum How to use checksums	`aa5ff8ba54201f6f53f6f68eb24659bbf4d759f5f6621f4b1ab36856199a5556`
BLAKE2b-256 checksum How to use checksums	`1f378254ff6159d83ec00ba518318b8e9d21cf955fcf016cf1ba12779051c8ca`
Upload date	Oct 12, 2026
Uploaded using Trusted Publishing? What is trusted publishing?	Yes
Uploaded via	`twine/7.0.0 CPython/3.13.14`

Provenance

Identity

Publishing platform: GitHub Actions
Publishing repository: github.com/arthurnaldo/Provena
Publishing commit: github.com/arthurnaldo/Provena/tree/890fe5b92a915f6d76ac764a3b5f9a1bab28ee8c

Workflow

Publishing configuration: github.com/arthurnaldo/Provena/blob/890fe5b92a915f6d76ac764a3b5f9a1bab28ee8c/.github/workflows/wheels.yml
Publishing logs: github.com/arthurnaldo/Provena/actions/runs/38230170545/attempts/1

Artifact

Subject: provena_audit-0.2.0-cp314-cp314-macosx_11_0_arm64.whl
SHA-256 checksum: aa5ff8ba54201f6f53f6f68eb24659bbf4d759f5f6621f4b1ab36856199a5556 Verifying attestations

Release files / provena_audit-0.2.0-cp313-cp313-win_amd64.whl

Download URL	provena_audit-0.2.0-cp313-cp313-win_amd64.whl
Size	100.9 kB
Tags	CPython 3.13 Windows x86-64
SHA-256 checksum How to use checksums	`b4c6b380dd28c8a9c86b1abc17b60557eddd41d30a40c3806f12110ea62d06fa`
BLAKE2b-256 checksum How to use checksums	`46e995cace4e76f3988fd69c5d1b514c62e3555ce3dab1aeab424405eac2b375`
Upload date	Oct 12, 2026
Uploaded using Trusted Publishing? What is trusted publishing?	Yes
Uploaded via	`twine/7.0.0 CPython/3.13.14`

Provenance

Identity

Publishing platform: GitHub Actions
Publishing repository: github.com/arthurnaldo/Provena
Publishing commit: github.com/arthurnaldo/Provena/tree/890fe5b92a915f6d76ac764a3b5f9a1bab28ee8c

Workflow

Publishing configuration: github.com/arthurnaldo/Provena/blob/890fe5b92a915f6d76ac764a3b5f9a1bab28ee8c/.github/workflows/wheels.yml
Publishing logs: github.com/arthurnaldo/Provena/actions/runs/38230170545/attempts/1

Artifact

Subject: provena_audit-0.2.0-cp313-cp313-win_amd64.whl
SHA-256 checksum: b4c6b380dd28c8a9c86b1abc17b60557eddd41d30a40c3806f12110ea62d06fa Verifying attestations

Release files / provena_audit-0.2.0-cp313-cp313-manylinux_2_27_x86_64.manylinux_2_28_x86_64.whl

Download URL	provena_audit-0.2.0-cp313-cp313-manylinux_2_27_x86_64.manylinux_2_28_x86_64.whl
Size	77.8 kB
Tags	CPython 3.13 Linux glibc 2.27+ x86-64 Linux glibc 2.28+ x86-64
SHA-256 checksum How to use checksums	`d87c913f4b259c8a60ed252ad27e9c7b33934a70433863f7a628379a4faf71f7`
BLAKE2b-256 checksum How to use checksums	`07a2cc75c988bc539998b8e41175a06425559e617227e16a3aa441f6b74b225c`
Upload date	Oct 12, 2026
Uploaded using Trusted Publishing? What is trusted publishing?	Yes
Uploaded via	`twine/7.0.0 CPython/3.13.14`

Provenance

Identity

Publishing platform: GitHub Actions
Publishing repository: github.com/arthurnaldo/Provena
Publishing commit: github.com/arthurnaldo/Provena/tree/890fe5b92a915f6d76ac764a3b5f9a1bab28ee8c

Workflow

Publishing configuration: github.com/arthurnaldo/Provena/blob/890fe5b92a915f6d76ac764a3b5f9a1bab28ee8c/.github/workflows/wheels.yml
Publishing logs: github.com/arthurnaldo/Provena/actions/runs/38230170545/attempts/1

Artifact

Subject: provena_audit-0.2.0-cp313-cp313-manylinux_2_27_x86_64.manylinux_2_28_x86_64.whl
SHA-256 checksum: d87c913f4b259c8a60ed252ad27e9c7b33934a70433863f7a628379a4faf71f7 Verifying attestations

Release files / provena_audit-0.2.0-cp313-cp313-manylinux_2_26_aarch64.manylinux_2_28_aarch64.whl

Download URL	provena_audit-0.2.0-cp313-cp313-manylinux_2_26_aarch64.manylinux_2_28_aarch64.whl
Size	74.3 kB
Tags	CPython 3.13 Linux glibc 2.26+ ARM64 Linux glibc 2.28+ ARM64
SHA-256 checksum How to use checksums	`05190f1baf5142fe0bd0e9c779d5d125834b698953d1b46d410ec162af04890a`
BLAKE2b-256 checksum How to use checksums	`6ee4fc9ebe962ee4cb3ff9d1c15995ff1099c33306a05e5aec19b7a7c093aeb6`
Upload date	Oct 12, 2026
Uploaded using Trusted Publishing? What is trusted publishing?	Yes
Uploaded via	`twine/7.0.0 CPython/3.13.14`

Provenance

Identity

Publishing platform: GitHub Actions
Publishing repository: github.com/arthurnaldo/Provena
Publishing commit: github.com/arthurnaldo/Provena/tree/890fe5b92a915f6d76ac764a3b5f9a1bab28ee8c

Workflow

Publishing configuration: github.com/arthurnaldo/Provena/blob/890fe5b92a915f6d76ac764a3b5f9a1bab28ee8c/.github/workflows/wheels.yml
Publishing logs: github.com/arthurnaldo/Provena/actions/runs/38230170545/attempts/1

Artifact

Subject: provena_audit-0.2.0-cp313-cp313-manylinux_2_26_aarch64.manylinux_2_28_aarch64.whl
SHA-256 checksum: 05190f1baf5142fe0bd0e9c779d5d125834b698953d1b46d410ec162af04890a Verifying attestations

Release files / provena_audit-0.2.0-cp313-cp313-macosx_11_0_x86_64.whl

Download URL	provena_audit-0.2.0-cp313-cp313-macosx_11_0_x86_64.whl
Size	69.6 kB
Tags	CPython 3.13 macOS 11.0+ x86-64
SHA-256 checksum How to use checksums	`5dfc1ae846798696a67f86c48ccd75b1518a12ff502ce9ad27117245765c6c25`
BLAKE2b-256 checksum How to use checksums	`0172e855ac9d27756931dd1c564aa62f2a20408378efee9920de409c158f2b69`
Upload date	Oct 12, 2026
Uploaded using Trusted Publishing? What is trusted publishing?	Yes
Uploaded via	`twine/7.0.0 CPython/3.13.14`

Provenance

Identity

Publishing platform: GitHub Actions
Publishing repository: github.com/arthurnaldo/Provena
Publishing commit: github.com/arthurnaldo/Provena/tree/890fe5b92a915f6d76ac764a3b5f9a1bab28ee8c

Workflow

Publishing configuration: github.com/arthurnaldo/Provena/blob/890fe5b92a915f6d76ac764a3b5f9a1bab28ee8c/.github/workflows/wheels.yml
Publishing logs: github.com/arthurnaldo/Provena/actions/runs/38230170545/attempts/1

Artifact

Subject: provena_audit-0.2.0-cp313-cp313-macosx_11_0_x86_64.whl
SHA-256 checksum: 5dfc1ae846798696a67f86c48ccd75b1518a12ff502ce9ad27117245765c6c25 Verifying attestations

Release files / provena_audit-0.2.0-cp313-cp313-macosx_11_0_arm64.whl

Download URL	provena_audit-0.2.0-cp313-cp313-macosx_11_0_arm64.whl
Size	67.2 kB
Tags	CPython 3.13 macOS 11.0+ ARM64
SHA-256 checksum How to use checksums	`8e0448b443b20cb5108320f9348ede6f9c018cbe60f1cbab5319b18ae96f8700`
BLAKE2b-256 checksum How to use checksums	`ff3c193bbb2a5f57e66991b65d7af0d40d823eacfb796f7c20f8941602bec849`
Upload date	Oct 12, 2026
Uploaded using Trusted Publishing? What is trusted publishing?	Yes
Uploaded via	`twine/7.0.0 CPython/3.13.14`

Provenance

Identity

Publishing platform: GitHub Actions
Publishing repository: github.com/arthurnaldo/Provena
Publishing commit: github.com/arthurnaldo/Provena/tree/890fe5b92a915f6d76ac764a3b5f9a1bab28ee8c

Workflow

Publishing configuration: github.com/arthurnaldo/Provena/blob/890fe5b92a915f6d76ac764a3b5f9a1bab28ee8c/.github/workflows/wheels.yml
Publishing logs: github.com/arthurnaldo/Provena/actions/runs/38230170545/attempts/1

Artifact

Subject: provena_audit-0.2.0-cp313-cp313-macosx_11_0_arm64.whl
SHA-256 checksum: 8e0448b443b20cb5108320f9348ede6f9c018cbe60f1cbab5319b18ae96f8700 Verifying attestations

Release files / provena_audit-0.2.0-cp312-cp312-win_amd64.whl

Download URL	provena_audit-0.2.0-cp312-cp312-win_amd64.whl
Size	100.9 kB
Tags	CPython 3.12 Windows x86-64
SHA-256 checksum How to use checksums	`67e7dfdfddd8e07f877ddeade2caea50f9eea0fb70594c684e755739c2164431`
BLAKE2b-256 checksum How to use checksums	`e482b2d09f89ae25797d0613c704d6f1942e1b74801630bcc279a5e5961c43f7`
Upload date	Oct 12, 2026
Uploaded using Trusted Publishing? What is trusted publishing?	Yes
Uploaded via	`twine/7.0.0 CPython/3.13.14`

Provenance

Identity

Publishing platform: GitHub Actions
Publishing repository: github.com/arthurnaldo/Provena
Publishing commit: github.com/arthurnaldo/Provena/tree/890fe5b92a915f6d76ac764a3b5f9a1bab28ee8c

Workflow

Publishing configuration: github.com/arthurnaldo/Provena/blob/890fe5b92a915f6d76ac764a3b5f9a1bab28ee8c/.github/workflows/wheels.yml
Publishing logs: github.com/arthurnaldo/Provena/actions/runs/38230170545/attempts/1

Artifact

Subject: provena_audit-0.2.0-cp312-cp312-win_amd64.whl
SHA-256 checksum: 67e7dfdfddd8e07f877ddeade2caea50f9eea0fb70594c684e755739c2164431 Verifying attestations

Release files / provena_audit-0.2.0-cp312-cp312-manylinux_2_27_x86_64.manylinux_2_28_x86_64.whl

Download URL	provena_audit-0.2.0-cp312-cp312-manylinux_2_27_x86_64.manylinux_2_28_x86_64.whl
Size	77.9 kB
Tags	CPython 3.12 Linux glibc 2.27+ x86-64 Linux glibc 2.28+ x86-64
SHA-256 checksum How to use checksums	`dec5480b6b646d7b838117dd52e1085056df27cb97f2f075694dabec60b73903`
BLAKE2b-256 checksum How to use checksums	`6c7c5df2dfe2dc892579f4f444ac4b8f8bbd33f237dbba360cb9de9a660e63ac`
Upload date	Oct 12, 2026
Uploaded using Trusted Publishing? What is trusted publishing?	Yes
Uploaded via	`twine/7.0.0 CPython/3.13.14`

Provenance

Identity

Publishing platform: GitHub Actions
Publishing repository: github.com/arthurnaldo/Provena
Publishing commit: github.com/arthurnaldo/Provena/tree/890fe5b92a915f6d76ac764a3b5f9a1bab28ee8c

Workflow

Publishing configuration: github.com/arthurnaldo/Provena/blob/890fe5b92a915f6d76ac764a3b5f9a1bab28ee8c/.github/workflows/wheels.yml
Publishing logs: github.com/arthurnaldo/Provena/actions/runs/38230170545/attempts/1

Artifact

Subject: provena_audit-0.2.0-cp312-cp312-manylinux_2_27_x86_64.manylinux_2_28_x86_64.whl
SHA-256 checksum: dec5480b6b646d7b838117dd52e1085056df27cb97f2f075694dabec60b73903 Verifying attestations

Release files / provena_audit-0.2.0-cp312-cp312-manylinux_2_26_aarch64.manylinux_2_28_aarch64.whl

Download URL	provena_audit-0.2.0-cp312-cp312-manylinux_2_26_aarch64.manylinux_2_28_aarch64.whl
Size	74.4 kB
Tags	CPython 3.12 Linux glibc 2.26+ ARM64 Linux glibc 2.28+ ARM64
SHA-256 checksum How to use checksums	`675ce383c61e9c3283e4d36b6194fe39531bf1be61db25f20b1eb7a8c34c200c`
BLAKE2b-256 checksum How to use checksums	`3b8c4a20ad2bb35ca2815f96abceccee515e30c94a5d831130227943f4cbf8fe`
Upload date	Oct 12, 2026
Uploaded using Trusted Publishing? What is trusted publishing?	Yes
Uploaded via	`twine/7.0.0 CPython/3.13.14`

Provenance

Identity

Publishing platform: GitHub Actions
Publishing repository: github.com/arthurnaldo/Provena
Publishing commit: github.com/arthurnaldo/Provena/tree/890fe5b92a915f6d76ac764a3b5f9a1bab28ee8c

Workflow

Publishing configuration: github.com/arthurnaldo/Provena/blob/890fe5b92a915f6d76ac764a3b5f9a1bab28ee8c/.github/workflows/wheels.yml
Publishing logs: github.com/arthurnaldo/Provena/actions/runs/38230170545/attempts/1

Artifact

Subject: provena_audit-0.2.0-cp312-cp312-manylinux_2_26_aarch64.manylinux_2_28_aarch64.whl
SHA-256 checksum: 675ce383c61e9c3283e4d36b6194fe39531bf1be61db25f20b1eb7a8c34c200c Verifying attestations

Release files / provena_audit-0.2.0-cp312-cp312-macosx_11_0_x86_64.whl

Download URL	provena_audit-0.2.0-cp312-cp312-macosx_11_0_x86_64.whl
Size	69.6 kB
Tags	CPython 3.12 macOS 11.0+ x86-64
SHA-256 checksum How to use checksums	`bed757b3de32e3d3caa20a7f7f9cfa103ff5309a26c1430704b631298d6ebef5`
BLAKE2b-256 checksum How to use checksums	`f4fa78b51005e278e25d8f6ab7b5049e92e320d91cd79e8215a0be8683c1fc3e`
Upload date	Oct 12, 2026
Uploaded using Trusted Publishing? What is trusted publishing?	Yes
Uploaded via	`twine/7.0.0 CPython/3.13.14`

Provenance

Identity

Publishing platform: GitHub Actions
Publishing repository: github.com/arthurnaldo/Provena
Publishing commit: github.com/arthurnaldo/Provena/tree/890fe5b92a915f6d76ac764a3b5f9a1bab28ee8c

Workflow

Publishing configuration: github.com/arthurnaldo/Provena/blob/890fe5b92a915f6d76ac764a3b5f9a1bab28ee8c/.github/workflows/wheels.yml
Publishing logs: github.com/arthurnaldo/Provena/actions/runs/38230170545/attempts/1

Artifact

Subject: provena_audit-0.2.0-cp312-cp312-macosx_11_0_x86_64.whl
SHA-256 checksum: bed757b3de32e3d3caa20a7f7f9cfa103ff5309a26c1430704b631298d6ebef5 Verifying attestations

Release files / provena_audit-0.2.0-cp312-cp312-macosx_11_0_arm64.whl

Download URL	provena_audit-0.2.0-cp312-cp312-macosx_11_0_arm64.whl
Size	67.3 kB
Tags	CPython 3.12 macOS 11.0+ ARM64
SHA-256 checksum How to use checksums	`2c7e28152ec9754239eb8b312c6979a5e1208597be0e2e55d8a0eb307e57f473`
BLAKE2b-256 checksum How to use checksums	`a41303c311502728f683c8159dce3b6cccfda22071e99ec3d82a6f98228dc2d5`
Upload date	Oct 12, 2026
Uploaded using Trusted Publishing? What is trusted publishing?	Yes
Uploaded via	`twine/7.0.0 CPython/3.13.14`

Provenance

Identity

Publishing platform: GitHub Actions
Publishing repository: github.com/arthurnaldo/Provena
Publishing commit: github.com/arthurnaldo/Provena/tree/890fe5b92a915f6d76ac764a3b5f9a1bab28ee8c

Workflow

Publishing configuration: github.com/arthurnaldo/Provena/blob/890fe5b92a915f6d76ac764a3b5f9a1bab28ee8c/.github/workflows/wheels.yml
Publishing logs: github.com/arthurnaldo/Provena/actions/runs/38230170545/attempts/1

Artifact

Subject: provena_audit-0.2.0-cp312-cp312-macosx_11_0_arm64.whl
SHA-256 checksum: 2c7e28152ec9754239eb8b312c6979a5e1208597be0e2e55d8a0eb307e57f473 Verifying attestations

Release files / provena_audit-0.2.0-cp311-cp311-win_amd64.whl

Download URL	provena_audit-0.2.0-cp311-cp311-win_amd64.whl
Size	101.0 kB
Tags	CPython 3.11 Windows x86-64
SHA-256 checksum How to use checksums	`ddc7b6e008c73ed6cee5d88ad5f0d337e681bf4a17dbe19cde86e1fdda1281c3`
BLAKE2b-256 checksum How to use checksums	`ad48d1c6be111f9856ee88a94a0648a34d222e612243ce88ce0f8b81316e44f5`
Upload date	Oct 12, 2026
Uploaded using Trusted Publishing? What is trusted publishing?	Yes
Uploaded via	`twine/7.0.0 CPython/3.13.14`

Provenance

Identity

Publishing platform: GitHub Actions
Publishing repository: github.com/arthurnaldo/Provena
Publishing commit: github.com/arthurnaldo/Provena/tree/890fe5b92a915f6d76ac764a3b5f9a1bab28ee8c

Workflow

Publishing configuration: github.com/arthurnaldo/Provena/blob/890fe5b92a915f6d76ac764a3b5f9a1bab28ee8c/.github/workflows/wheels.yml
Publishing logs: github.com/arthurnaldo/Provena/actions/runs/38230170545/attempts/1

Artifact

Subject: provena_audit-0.2.0-cp311-cp311-win_amd64.whl
SHA-256 checksum: ddc7b6e008c73ed6cee5d88ad5f0d337e681bf4a17dbe19cde86e1fdda1281c3 Verifying attestations

Release files / provena_audit-0.2.0-cp311-cp311-manylinux_2_27_x86_64.manylinux_2_28_x86_64.whl

Download URL	provena_audit-0.2.0-cp311-cp311-manylinux_2_27_x86_64.manylinux_2_28_x86_64.whl
Size	78.3 kB
Tags	CPython 3.11 Linux glibc 2.27+ x86-64 Linux glibc 2.28+ x86-64
SHA-256 checksum How to use checksums	`1199187712c41a39b1308319ff6ef12a17fc1610a9a435bd8d707b906489a72c`
BLAKE2b-256 checksum How to use checksums	`70c38e3d3294be4a7329a189e19391511291dbaf217c9897a6763de8f639e22e`
Upload date	Oct 12, 2026
Uploaded using Trusted Publishing? What is trusted publishing?	Yes
Uploaded via	`twine/7.0.0 CPython/3.13.14`

Provenance

Identity

Publishing platform: GitHub Actions
Publishing repository: github.com/arthurnaldo/Provena
Publishing commit: github.com/arthurnaldo/Provena/tree/890fe5b92a915f6d76ac764a3b5f9a1bab28ee8c

Workflow

Publishing configuration: github.com/arthurnaldo/Provena/blob/890fe5b92a915f6d76ac764a3b5f9a1bab28ee8c/.github/workflows/wheels.yml
Publishing logs: github.com/arthurnaldo/Provena/actions/runs/38230170545/attempts/1

Artifact

Subject: provena_audit-0.2.0-cp311-cp311-manylinux_2_27_x86_64.manylinux_2_28_x86_64.whl
SHA-256 checksum: 1199187712c41a39b1308319ff6ef12a17fc1610a9a435bd8d707b906489a72c Verifying attestations

Release files / provena_audit-0.2.0-cp311-cp311-manylinux_2_26_aarch64.manylinux_2_28_aarch64.whl

Download URL	provena_audit-0.2.0-cp311-cp311-manylinux_2_26_aarch64.manylinux_2_28_aarch64.whl
Size	75.2 kB
Tags	CPython 3.11 Linux glibc 2.26+ ARM64 Linux glibc 2.28+ ARM64
SHA-256 checksum How to use checksums	`989dbb29ff3e6f97bd427c2343238a51c32dec42e667e8da3e70c1cfd0d92836`
BLAKE2b-256 checksum How to use checksums	`0b904f51f6cf5d4a901728b908537d18885e432bb82014c702c51c6a1ca6b2d1`
Upload date	Oct 12, 2026
Uploaded using Trusted Publishing? What is trusted publishing?	Yes
Uploaded via	`twine/7.0.0 CPython/3.13.14`

Provenance

Identity

Publishing platform: GitHub Actions
Publishing repository: github.com/arthurnaldo/Provena
Publishing commit: github.com/arthurnaldo/Provena/tree/890fe5b92a915f6d76ac764a3b5f9a1bab28ee8c

Workflow

Publishing configuration: github.com/arthurnaldo/Provena/blob/890fe5b92a915f6d76ac764a3b5f9a1bab28ee8c/.github/workflows/wheels.yml
Publishing logs: github.com/arthurnaldo/Provena/actions/runs/38230170545/attempts/1

Artifact

Subject: provena_audit-0.2.0-cp311-cp311-manylinux_2_26_aarch64.manylinux_2_28_aarch64.whl
SHA-256 checksum: 989dbb29ff3e6f97bd427c2343238a51c32dec42e667e8da3e70c1cfd0d92836 Verifying attestations

Release files / provena_audit-0.2.0-cp311-cp311-macosx_11_0_x86_64.whl

Download URL	provena_audit-0.2.0-cp311-cp311-macosx_11_0_x86_64.whl
Size	70.2 kB
Tags	CPython 3.11 macOS 11.0+ x86-64
SHA-256 checksum How to use checksums	`fda79b53c4008bab3b4a8fdf8580ee3eed043fbb292332145fe70767ad156d0d`
BLAKE2b-256 checksum How to use checksums	`169ebfda97474317739ef99202ff51d03c004136cc9ef324f917f096023c2c1f`
Upload date	Oct 12, 2026
Uploaded using Trusted Publishing? What is trusted publishing?	Yes
Uploaded via	`twine/7.0.0 CPython/3.13.14`

Provenance

Identity

Publishing platform: GitHub Actions
Publishing repository: github.com/arthurnaldo/Provena
Publishing commit: github.com/arthurnaldo/Provena/tree/890fe5b92a915f6d76ac764a3b5f9a1bab28ee8c

Workflow

Publishing configuration: github.com/arthurnaldo/Provena/blob/890fe5b92a915f6d76ac764a3b5f9a1bab28ee8c/.github/workflows/wheels.yml
Publishing logs: github.com/arthurnaldo/Provena/actions/runs/38230170545/attempts/1

Artifact

Subject: provena_audit-0.2.0-cp311-cp311-macosx_11_0_x86_64.whl
SHA-256 checksum: fda79b53c4008bab3b4a8fdf8580ee3eed043fbb292332145fe70767ad156d0d Verifying attestations

Release files / provena_audit-0.2.0-cp311-cp311-macosx_11_0_arm64.whl

Download URL	provena_audit-0.2.0-cp311-cp311-macosx_11_0_arm64.whl
Size	68.1 kB
Tags	CPython 3.11 macOS 11.0+ ARM64
SHA-256 checksum How to use checksums	`0dad1dbe2327397f9bfefac23fd7726d14c9dd2b66cfa58ed35b0edcb005fa9e`
BLAKE2b-256 checksum How to use checksums	`4688caf4190ae275940a556b5fcab44c1e5b71ae8dbca0be78d075c73fda9578`
Upload date	Oct 12, 2026
Uploaded using Trusted Publishing? What is trusted publishing?	Yes
Uploaded via	`twine/7.0.0 CPython/3.13.14`

Provenance

Identity

Publishing platform: GitHub Actions
Publishing repository: github.com/arthurnaldo/Provena
Publishing commit: github.com/arthurnaldo/Provena/tree/890fe5b92a915f6d76ac764a3b5f9a1bab28ee8c

Workflow

Publishing configuration: github.com/arthurnaldo/Provena/blob/890fe5b92a915f6d76ac764a3b5f9a1bab28ee8c/.github/workflows/wheels.yml
Publishing logs: github.com/arthurnaldo/Provena/actions/runs/38230170545/attempts/1

Artifact

Subject: provena_audit-0.2.0-cp311-cp311-macosx_11_0_arm64.whl
SHA-256 checksum: 0dad1dbe2327397f9bfefac23fd7726d14c9dd2b66cfa58ed35b0edcb005fa9e Verifying attestations

Release history Release notifications | RSS feed

This release

0.2.0 This release

Oct 12, 2026 21 release files

provena-audit 0.2.0

provena-audit

Install

Use

How it works

Test

Licence

Key dates

1 maintainer

License expression

Requires

Provides Extra

Tags

Classifiers

Metadata

Key dates

1 maintainer

License expression

Requires

Provides Extra

Tags

Classifiers

Release files for provena-audit 0.2.0

Source distribution (sdist)

Built distributions (wheels)

Release files / provena_audit-0.2.0.tar.gz

Provenance

PyPI Publish Attestation

Identity

Workflow

Artifact

Release files / provena_audit-0.2.0-cp314-cp314-win_amd64.whl

Provenance

PyPI Publish Attestation

Identity

Workflow

Artifact

Release files / provena_audit-0.2.0-cp314-cp314-manylinux_2_27_x86_64.manylinux_2_28_x86_64.whl

Provenance

PyPI Publish Attestation

Identity

Workflow

Artifact

Release files / provena_audit-0.2.0-cp314-cp314-manylinux_2_26_aarch64.manylinux_2_28_aarch64.whl

Provenance

PyPI Publish Attestation

Identity

Workflow

Artifact

Release files / provena_audit-0.2.0-cp314-cp314-macosx_11_0_x86_64.whl

Provenance

PyPI Publish Attestation

Identity

Workflow

Artifact

Release files / provena_audit-0.2.0-cp314-cp314-macosx_11_0_arm64.whl

Provenance

PyPI Publish Attestation

Identity

Workflow

Artifact

Release files / provena_audit-0.2.0-cp313-cp313-win_amd64.whl

Provenance

PyPI Publish Attestation

Identity

Workflow

Artifact

Release files / provena_audit-0.2.0-cp313-cp313-manylinux_2_27_x86_64.manylinux_2_28_x86_64.whl

Provenance

PyPI Publish Attestation

Identity

Workflow

Artifact

Release files / provena_audit-0.2.0-cp313-cp313-manylinux_2_26_aarch64.manylinux_2_28_aarch64.whl

Provenance

PyPI Publish Attestation

Identity

Workflow

Artifact

Release files / provena_audit-0.2.0-cp313-cp313-macosx_11_0_x86_64.whl