Dataset Management Framework (Datumaro)

A framework and CLI tool to build, transform, and analyze datasets.

VOC dataset                                  ---> Annotation tool
     +                                     /
COCO dataset -----> Datumaro ---> dataset ------> Model training
     +                                     \
CVAT annotations                             ---> Publication, statistics etc.

Features

(Back to top)

Dataset reading, writing, conversion in any direction.
- CIFAR-10/100 (classification)
- Cityscapes
- COCO (image_info, instances, person_keypoints, captions, labels, panoptic, stuff)
- CVAT
- ImageNet
- Kitti (segmentation, detection, 3D raw / velodyne points)
- LabelMe
- LFW (classification, person re-identification, landmarks)
- MNIST (classification)
- Open Images
- PASCAL VOC (classification, detection, segmentation, action_classification, person_layout)
- TF Detection API (bboxes, masks)
- YOLO (bboxes)
Other formats and documentation for them can be found here.
Dataset building
- Merging multiple datasets into one
- Dataset filtering by a custom criteria:
  - remove polygons of a certain class
  - remove images without annotations of a specific class
  - remove occluded annotations from images
  - keep only vertically-oriented images
  - remove small area bounding boxes from annotations
- Annotation conversions, for instance:
  - polygons to instance masks and vice-versa
  - apply a custom colormap for mask annotations
  - rename or remove dataset labels
- Splitting a dataset into multiple subsets like train, val, and test:
  - random split
  - task-specific splits based on annotations, which keep initial label and attribute distributions
    - for classification task, based on labels
    - for detection task, based on bboxes
    - for re-identification task, based on labels, avoiding having same IDs in training and test splits
Dataset quality checking
- Simple checking for errors
- Comparison with model inference
- Merging and comparison of multiple datasets
- Annotation validation based on the task type(classification, etc)
Dataset comparison
Dataset statistics (image mean and std, annotation statistics)

Check the design document for a full list of features. Check the user manual for usage instructions.

Contributing

(Back to top)

Feel free to open an Issue, if you think something needs to be changed. You are welcome to participate in development, instructions are available in our contribution guide.

Download files

Download the file for your platform. If you're not sure which to choose, learn more about installing packages.

Source Distribution

datumaro-1.13.7.tar.gz (628.4 kB view details)

Uploaded Aug 5, 2026 Source

Built Distributions

If you're not sure about the file name format, learn more about wheel file names.

The dropdown lists show the available interpreters, ABIs, and platforms. Enable javascript to be able to filter the list of wheel files.

datumaro-1.13.7-cp314-cp314-win_amd64.whl (970.6 kB view details)

Uploaded Aug 5, 2026 CPython 3.14Windows x86-64

datumaro-1.13.7-cp314-cp314-musllinux_1_2_x86_64.whl (1.2 MB view details)

Uploaded Aug 5, 2026 CPython 3.14musllinux: musl 1.2+ x86-64

datumaro-1.13.7-cp314-cp314-manylinux_2_28_x86_64.whl (1.1 MB view details)

Uploaded Aug 5, 2026 CPython 3.14manylinux: glibc 2.28+ x86-64

datumaro-1.13.7-cp314-cp314-macosx_11_0_x86_64.whl (1.1 MB view details)

Uploaded Aug 5, 2026 CPython 3.14macOS 11.0+ x86-64

datumaro-1.13.7-cp314-cp314-macosx_11_0_arm64.whl (1.1 MB view details)

Uploaded Aug 5, 2026 CPython 3.14macOS 11.0+ ARM64

datumaro-1.13.7-cp313-cp313-win_amd64.whl (963.6 kB view details)

Uploaded Aug 5, 2026 CPython 3.13Windows x86-64

datumaro-1.13.7-cp313-cp313-musllinux_1_2_x86_64.whl (1.2 MB view details)

Uploaded Aug 5, 2026 CPython 3.13musllinux: musl 1.2+ x86-64

datumaro-1.13.7-cp313-cp313-manylinux_2_28_x86_64.whl (1.1 MB view details)

Uploaded Aug 5, 2026 CPython 3.13manylinux: glibc 2.28+ x86-64

datumaro-1.13.7-cp313-cp313-macosx_11_0_x86_64.whl (1.1 MB view details)

Uploaded Aug 5, 2026 CPython 3.13macOS 11.0+ x86-64

datumaro-1.13.7-cp313-cp313-macosx_11_0_arm64.whl (1.1 MB view details)

Uploaded Aug 5, 2026 CPython 3.13macOS 11.0+ ARM64

datumaro-1.13.7-cp312-cp312-win_amd64.whl (964.2 kB view details)

Uploaded Aug 5, 2026 CPython 3.12Windows x86-64

datumaro-1.13.7-cp312-cp312-musllinux_1_2_x86_64.whl (1.2 MB view details)

Uploaded Aug 5, 2026 CPython 3.12musllinux: musl 1.2+ x86-64

datumaro-1.13.7-cp312-cp312-manylinux_2_28_x86_64.whl (1.1 MB view details)

Uploaded Aug 5, 2026 CPython 3.12manylinux: glibc 2.28+ x86-64

datumaro-1.13.7-cp312-cp312-macosx_11_0_x86_64.whl (1.1 MB view details)

Uploaded Aug 5, 2026 CPython 3.12macOS 11.0+ x86-64

datumaro-1.13.7-cp312-cp312-macosx_11_0_arm64.whl (1.1 MB view details)

Uploaded Aug 5, 2026 CPython 3.12macOS 11.0+ ARM64

datumaro-1.13.7-cp311-cp311-win_amd64.whl (967.0 kB view details)

Uploaded Aug 5, 2026 CPython 3.11Windows x86-64

datumaro-1.13.7-cp311-cp311-musllinux_1_2_x86_64.whl (1.2 MB view details)

Uploaded Aug 5, 2026 CPython 3.11musllinux: musl 1.2+ x86-64

datumaro-1.13.7-cp311-cp311-manylinux_2_28_x86_64.whl (1.1 MB view details)

Uploaded Aug 5, 2026 CPython 3.11manylinux: glibc 2.28+ x86-64

datumaro-1.13.7-cp311-cp311-macosx_11_0_x86_64.whl (1.1 MB view details)

Uploaded Aug 5, 2026 CPython 3.11macOS 11.0+ x86-64

datumaro-1.13.7-cp311-cp311-macosx_11_0_arm64.whl (1.1 MB view details)

Uploaded Aug 5, 2026 CPython 3.11macOS 11.0+ ARM64

datumaro-1.13.7-cp310-cp310-win_amd64.whl (966.6 kB view details)

Uploaded Aug 5, 2026 CPython 3.10Windows x86-64

datumaro-1.13.7-cp310-cp310-musllinux_1_2_x86_64.whl (1.2 MB view details)

Uploaded Aug 5, 2026 CPython 3.10musllinux: musl 1.2+ x86-64

datumaro-1.13.7-cp310-cp310-manylinux_2_28_x86_64.whl (1.1 MB view details)

Uploaded Aug 5, 2026 CPython 3.10manylinux: glibc 2.28+ x86-64

datumaro-1.13.7-cp310-cp310-macosx_11_0_x86_64.whl (1.1 MB view details)

Uploaded Aug 5, 2026 CPython 3.10macOS 11.0+ x86-64

datumaro-1.13.7-cp310-cp310-macosx_11_0_arm64.whl (1.1 MB view details)

Uploaded Aug 5, 2026 CPython 3.10macOS 11.0+ ARM64

File details

Details for the file datumaro-1.13.7.tar.gz.

File metadata

Download URL: datumaro-1.13.7.tar.gz
Upload date: Aug 5, 2026
Size: 628.4 kB
Tags: Source
Uploaded using Trusted Publishing? Yes
Uploaded via: twine/6.1.0 CPython/3.13.13

File hashes

Hashes for datumaro-1.13.7.tar.gz
Algorithm	Hash digest
SHA256	`0c1b0bc83f748fe551c97e0945632ab88bc193c61eb5fa66e88dd3068a520a4f`
MD5	`b4e7d2ceb286f604ee50edf133e7a83c`
BLAKE2b-256	`e647642fa32a752a1498b78cbc9ec29d640af929fddf29ab44ba279142b7ea5b`

See more details on using hashes here.

Provenance

The following attestation bundles were made for datumaro-1.13.7.tar.gz:

Publisher: publish_to_pypi.yml on open-edge-platform/datumaro

Attestations: Values shown here reflect the state when the release was signed and may no longer be current.

Statement:
- Statement type: https://in-toto.io/Statement/v1
- Predicate type: https://docs.pypi.org/attestations/publish/v1
- Subject name: datumaro-1.13.7.tar.gz
- Subject digest: 0c1b0bc83f748fe551c97e0945632ab88bc193c61eb5fa66e88dd3068a520a4f
- Sigstore transparency entry: 2345471721
- Sigstore integration time: Aug 5, 2026
Source repository:
- Permalink: open-edge-platform/datumaro@02f51d883ef122216059d141a182b3450d66564d
- Branch / Tag: refs/tags/v1.13.7
- Owner: https://github.com/open-edge-platform
- Access: public
Publication detail:
- Token Issuer: https://token.actions.githubusercontent.com
- Runner Environment: github-hosted
- Publication workflow: publish_to_pypi.yml@02f51d883ef122216059d141a182b3450d66564d
- Trigger Event: release

File details

Details for the file datumaro-1.13.7-cp314-cp314-win_amd64.whl.

File metadata

Download URL: datumaro-1.13.7-cp314-cp314-win_amd64.whl
Upload date: Aug 5, 2026
Size: 970.6 kB
Tags: CPython 3.14, Windows x86-64
Uploaded using Trusted Publishing? Yes
Uploaded via: twine/6.1.0 CPython/3.13.13

File hashes

Hashes for datumaro-1.13.7-cp314-cp314-win_amd64.whl
Algorithm	Hash digest
SHA256	`457b2bd2dc6d19f86c8c53eb45974f3e237c073ed543c78e31c3451e0debc3e5`
MD5	`cfb2434a85433f088b9aec7490aa0955`
BLAKE2b-256	`10e71b47397a6e0e44501fe3ed3f81418d328fa8a62a65aac157bf644c6cf227`

See more details on using hashes here.

Provenance

The following attestation bundles were made for datumaro-1.13.7-cp314-cp314-win_amd64.whl:

Publisher: publish_to_pypi.yml on open-edge-platform/datumaro

Attestations: Values shown here reflect the state when the release was signed and may no longer be current.

Statement:
- Statement type: https://in-toto.io/Statement/v1
- Predicate type: https://docs.pypi.org/attestations/publish/v1
- Subject name: datumaro-1.13.7-cp314-cp314-win_amd64.whl
- Subject digest: 457b2bd2dc6d19f86c8c53eb45974f3e237c073ed543c78e31c3451e0debc3e5
- Sigstore transparency entry: 2345473328
- Sigstore integration time: Aug 5, 2026
Source repository:
- Permalink: open-edge-platform/datumaro@02f51d883ef122216059d141a182b3450d66564d
- Branch / Tag: refs/tags/v1.13.7
- Owner: https://github.com/open-edge-platform
- Access: public
Publication detail:
- Token Issuer: https://token.actions.githubusercontent.com
- Runner Environment: github-hosted
- Publication workflow: publish_to_pypi.yml@02f51d883ef122216059d141a182b3450d66564d
- Trigger Event: release

File details

Details for the file datumaro-1.13.7-cp314-cp314-musllinux_1_2_x86_64.whl.

File metadata

Download URL: datumaro-1.13.7-cp314-cp314-musllinux_1_2_x86_64.whl
Upload date: Aug 5, 2026
Size: 1.2 MB
Tags: CPython 3.14, musllinux: musl 1.2+ x86-64
Uploaded using Trusted Publishing? Yes
Uploaded via: twine/6.1.0 CPython/3.13.13

File hashes

Hashes for datumaro-1.13.7-cp314-cp314-musllinux_1_2_x86_64.whl
Algorithm	Hash digest
SHA256	`560e0f8e1814e11a7a2b0c2719fe04770fd1eba8d1c028c9d3a0082804c45a52`
MD5	`f9656fa65a37d9d6f4c3684114b03e2c`
BLAKE2b-256	`2626908f02555361a4daf55ac60490d906c0f9b889f0404f77fc8c29609f3f10`

See more details on using hashes here.

Provenance

The following attestation bundles were made for datumaro-1.13.7-cp314-cp314-musllinux_1_2_x86_64.whl:

Publisher: publish_to_pypi.yml on open-edge-platform/datumaro

Attestations: Values shown here reflect the state when the release was signed and may no longer be current.

Statement:
- Statement type: https://in-toto.io/Statement/v1
- Predicate type: https://docs.pypi.org/attestations/publish/v1
- Subject name: datumaro-1.13.7-cp314-cp314-musllinux_1_2_x86_64.whl
- Subject digest: 560e0f8e1814e11a7a2b0c2719fe04770fd1eba8d1c028c9d3a0082804c45a52
- Sigstore transparency entry: 2345472074
- Sigstore integration time: Aug 5, 2026
Source repository:
- Permalink: open-edge-platform/datumaro@02f51d883ef122216059d141a182b3450d66564d
- Branch / Tag: refs/tags/v1.13.7
- Owner: https://github.com/open-edge-platform
- Access: public
Publication detail:
- Token Issuer: https://token.actions.githubusercontent.com
- Runner Environment: github-hosted
- Publication workflow: publish_to_pypi.yml@02f51d883ef122216059d141a182b3450d66564d
- Trigger Event: release

File details

Details for the file datumaro-1.13.7-cp314-cp314-manylinux_2_28_x86_64.whl.

File metadata

Download URL: datumaro-1.13.7-cp314-cp314-manylinux_2_28_x86_64.whl
Upload date: Aug 5, 2026
Size: 1.1 MB
Tags: CPython 3.14, manylinux: glibc 2.28+ x86-64
Uploaded using Trusted Publishing? Yes
Uploaded via: twine/6.1.0 CPython/3.13.13

File hashes

Hashes for datumaro-1.13.7-cp314-cp314-manylinux_2_28_x86_64.whl
Algorithm	Hash digest
SHA256	`3d5b7ec8c2939e36094d4b6fe69cf40157c612d33726a0a56e095db25c24e723`
MD5	`af0fd1ccb4cd3e7fe0913b8b4052a559`
BLAKE2b-256	`a11635fed69ebede5c0be598f76625ab242cb5bc56dca0484cd1e5ae6083a3c6`

See more details on using hashes here.

Provenance

The following attestation bundles were made for datumaro-1.13.7-cp314-cp314-manylinux_2_28_x86_64.whl:

Publisher: publish_to_pypi.yml on open-edge-platform/datumaro

Attestations: Values shown here reflect the state when the release was signed and may no longer be current.

Statement:
- Statement type: https://in-toto.io/Statement/v1
- Predicate type: https://docs.pypi.org/attestations/publish/v1
- Subject name: datumaro-1.13.7-cp314-cp314-manylinux_2_28_x86_64.whl
- Subject digest: 3d5b7ec8c2939e36094d4b6fe69cf40157c612d33726a0a56e095db25c24e723
- Sigstore transparency entry: 2345471969
- Sigstore integration time: Aug 5, 2026
Source repository:
- Permalink: open-edge-platform/datumaro@02f51d883ef122216059d141a182b3450d66564d
- Branch / Tag: refs/tags/v1.13.7
- Owner: https://github.com/open-edge-platform
- Access: public
Publication detail:
- Token Issuer: https://token.actions.githubusercontent.com
- Runner Environment: github-hosted
- Publication workflow: publish_to_pypi.yml@02f51d883ef122216059d141a182b3450d66564d
- Trigger Event: release

File details

Details for the file datumaro-1.13.7-cp314-cp314-macosx_11_0_x86_64.whl.

File metadata

Download URL: datumaro-1.13.7-cp314-cp314-macosx_11_0_x86_64.whl
Upload date: Aug 5, 2026
Size: 1.1 MB
Tags: CPython 3.14, macOS 11.0+ x86-64
Uploaded using Trusted Publishing? Yes
Uploaded via: twine/6.1.0 CPython/3.13.13

File hashes

Hashes for datumaro-1.13.7-cp314-cp314-macosx_11_0_x86_64.whl
Algorithm	Hash digest
SHA256	`dbf5d6f56b84b97b5a21e9ebc0bf53797ecb8a6e60520a9ad2a05b3347eefc77`
MD5	`cebabe7a8af6d61e0a271074492eb846`
BLAKE2b-256	`62cdab5739340b1ad3e63f912d230275307b070daaff68d92297e5be67ff8d62`

See more details on using hashes here.

Provenance

The following attestation bundles were made for datumaro-1.13.7-cp314-cp314-macosx_11_0_x86_64.whl:

Publisher: publish_to_pypi.yml on open-edge-platform/datumaro

Attestations: Values shown here reflect the state when the release was signed and may no longer be current.

Statement:
- Statement type: https://in-toto.io/Statement/v1
- Predicate type: https://docs.pypi.org/attestations/publish/v1
- Subject name: datumaro-1.13.7-cp314-cp314-macosx_11_0_x86_64.whl
- Subject digest: dbf5d6f56b84b97b5a21e9ebc0bf53797ecb8a6e60520a9ad2a05b3347eefc77
- Sigstore transparency entry: 2345472121
- Sigstore integration time: Aug 5, 2026
Source repository:
- Permalink: open-edge-platform/datumaro@02f51d883ef122216059d141a182b3450d66564d
- Branch / Tag: refs/tags/v1.13.7
- Owner: https://github.com/open-edge-platform
- Access: public
Publication detail:
- Token Issuer: https://token.actions.githubusercontent.com
- Runner Environment: github-hosted
- Publication workflow: publish_to_pypi.yml@02f51d883ef122216059d141a182b3450d66564d
- Trigger Event: release

File details

Details for the file datumaro-1.13.7-cp314-cp314-macosx_11_0_arm64.whl.

File metadata

Download URL: datumaro-1.13.7-cp314-cp314-macosx_11_0_arm64.whl
Upload date: Aug 5, 2026
Size: 1.1 MB
Tags: CPython 3.14, macOS 11.0+ ARM64
Uploaded using Trusted Publishing? Yes
Uploaded via: twine/6.1.0 CPython/3.13.13

File hashes

Hashes for datumaro-1.13.7-cp314-cp314-macosx_11_0_arm64.whl
Algorithm	Hash digest
SHA256	`8b14d1e8ebd8f71c88aeb66f9be31890df916f880c35929f5146556f965fd7ae`
MD5	`26628bf48b9f04df622cfa528ab63f9a`
BLAKE2b-256	`ab1a8724eac2a82a0df38e50be279aac7ab7cf810ad7f649ae7239230f0931a5`

See more details on using hashes here.

Provenance

The following attestation bundles were made for datumaro-1.13.7-cp314-cp314-macosx_11_0_arm64.whl:

Publisher: publish_to_pypi.yml on open-edge-platform/datumaro

Attestations: Values shown here reflect the state when the release was signed and may no longer be current.

Statement:
- Statement type: https://in-toto.io/Statement/v1
- Predicate type: https://docs.pypi.org/attestations/publish/v1
- Subject name: datumaro-1.13.7-cp314-cp314-macosx_11_0_arm64.whl
- Subject digest: 8b14d1e8ebd8f71c88aeb66f9be31890df916f880c35929f5146556f965fd7ae
- Sigstore transparency entry: 2345472894
- Sigstore integration time: Aug 5, 2026
Source repository:
- Permalink: open-edge-platform/datumaro@02f51d883ef122216059d141a182b3450d66564d
- Branch / Tag: refs/tags/v1.13.7
- Owner: https://github.com/open-edge-platform
- Access: public
Publication detail:
- Token Issuer: https://token.actions.githubusercontent.com
- Runner Environment: github-hosted
- Publication workflow: publish_to_pypi.yml@02f51d883ef122216059d141a182b3450d66564d
- Trigger Event: release

File details

Details for the file datumaro-1.13.7-cp313-cp313-win_amd64.whl.

File metadata

Download URL: datumaro-1.13.7-cp313-cp313-win_amd64.whl
Upload date: Aug 5, 2026
Size: 963.6 kB
Tags: CPython 3.13, Windows x86-64
Uploaded using Trusted Publishing? Yes
Uploaded via: twine/6.1.0 CPython/3.13.13

File hashes

Hashes for datumaro-1.13.7-cp313-cp313-win_amd64.whl
Algorithm	Hash digest
SHA256	`be495cb968b9400d7b168e15d79f8e31c869129e20b67deca3e8bbcd82cbf915`
MD5	`6b4591235b2ce4ec76d6bff896c021a1`
BLAKE2b-256	`bbce2eea9f712151f023c8912f2a56dbc8140c9c7577e9c939d9e60f0b004781`

See more details on using hashes here.

Provenance

The following attestation bundles were made for datumaro-1.13.7-cp313-cp313-win_amd64.whl:

Publisher: publish_to_pypi.yml on open-edge-platform/datumaro

Attestations: Values shown here reflect the state when the release was signed and may no longer be current.

Statement:
- Statement type: https://in-toto.io/Statement/v1
- Predicate type: https://docs.pypi.org/attestations/publish/v1
- Subject name: datumaro-1.13.7-cp313-cp313-win_amd64.whl
- Subject digest: be495cb968b9400d7b168e15d79f8e31c869129e20b67deca3e8bbcd82cbf915
- Sigstore transparency entry: 2345472168
- Sigstore integration time: Aug 5, 2026
Source repository:
- Permalink: open-edge-platform/datumaro@02f51d883ef122216059d141a182b3450d66564d
- Branch / Tag: refs/tags/v1.13.7
- Owner: https://github.com/open-edge-platform
- Access: public
Publication detail:
- Token Issuer: https://token.actions.githubusercontent.com
- Runner Environment: github-hosted
- Publication workflow: publish_to_pypi.yml@02f51d883ef122216059d141a182b3450d66564d
- Trigger Event: release

File details

Details for the file datumaro-1.13.7-cp313-cp313-musllinux_1_2_x86_64.whl.

File metadata

Download URL: datumaro-1.13.7-cp313-cp313-musllinux_1_2_x86_64.whl
Upload date: Aug 5, 2026
Size: 1.2 MB
Tags: CPython 3.13, musllinux: musl 1.2+ x86-64
Uploaded using Trusted Publishing? Yes
Uploaded via: twine/6.1.0 CPython/3.13.13

File hashes

Hashes for datumaro-1.13.7-cp313-cp313-musllinux_1_2_x86_64.whl
Algorithm	Hash digest
SHA256	`3613d52ddcd777faf2a57f3008d5216896e1710755a3fad1da3ac1f3fbeaf355`
MD5	`5169ea2533aa8e949a7ec99ffed62aea`
BLAKE2b-256	`5bbfe801e17175fbdbeec553744b43d735b7b8f7b167168d28d7908849f44e69`

See more details on using hashes here.

Provenance

The following attestation bundles were made for datumaro-1.13.7-cp313-cp313-musllinux_1_2_x86_64.whl:

Publisher: publish_to_pypi.yml on open-edge-platform/datumaro

Attestations: Values shown here reflect the state when the release was signed and may no longer be current.

Statement:
- Statement type: https://in-toto.io/Statement/v1
- Predicate type: https://docs.pypi.org/attestations/publish/v1
- Subject name: datumaro-1.13.7-cp313-cp313-musllinux_1_2_x86_64.whl
- Subject digest: 3613d52ddcd777faf2a57f3008d5216896e1710755a3fad1da3ac1f3fbeaf355
- Sigstore transparency entry: 2345472258
- Sigstore integration time: Aug 5, 2026
Source repository:
- Permalink: open-edge-platform/datumaro@02f51d883ef122216059d141a182b3450d66564d
- Branch / Tag: refs/tags/v1.13.7
- Owner: https://github.com/open-edge-platform
- Access: public
Publication detail:
- Token Issuer: https://token.actions.githubusercontent.com
- Runner Environment: github-hosted
- Publication workflow: publish_to_pypi.yml@02f51d883ef122216059d141a182b3450d66564d
- Trigger Event: release

File details

Details for the file datumaro-1.13.7-cp313-cp313-manylinux_2_28_x86_64.whl.

File metadata

Download URL: datumaro-1.13.7-cp313-cp313-manylinux_2_28_x86_64.whl
Upload date: Aug 5, 2026
Size: 1.1 MB
Tags: CPython 3.13, manylinux: glibc 2.28+ x86-64
Uploaded using Trusted Publishing? Yes
Uploaded via: twine/6.1.0 CPython/3.13.13

File hashes

Hashes for datumaro-1.13.7-cp313-cp313-manylinux_2_28_x86_64.whl
Algorithm	Hash digest
SHA256	`92d914bcde71339a9db145413ba9532352e155058592e2f284c9d15e36a5677f`
MD5	`28726100a70f0e42e34daed9c4dc2e47`
BLAKE2b-256	`3c0a0764c8d0ea03e2534821d95eb6d12ac70a2b61d4a74c6db78e315b7527d3`

See more details on using hashes here.

Provenance

The following attestation bundles were made for datumaro-1.13.7-cp313-cp313-manylinux_2_28_x86_64.whl:

Publisher: publish_to_pypi.yml on open-edge-platform/datumaro

Attestations: Values shown here reflect the state when the release was signed and may no longer be current.

Statement:
- Statement type: https://in-toto.io/Statement/v1
- Predicate type: https://docs.pypi.org/attestations/publish/v1
- Subject name: datumaro-1.13.7-cp313-cp313-manylinux_2_28_x86_64.whl
- Subject digest: 92d914bcde71339a9db145413ba9532352e155058592e2f284c9d15e36a5677f
- Sigstore transparency entry: 2345472600
- Sigstore integration time: Aug 5, 2026
Source repository:
- Permalink: open-edge-platform/datumaro@02f51d883ef122216059d141a182b3450d66564d
- Branch / Tag: refs/tags/v1.13.7
- Owner: https://github.com/open-edge-platform
- Access: public
Publication detail:
- Token Issuer: https://token.actions.githubusercontent.com
- Runner Environment: github-hosted
- Publication workflow: publish_to_pypi.yml@02f51d883ef122216059d141a182b3450d66564d
- Trigger Event: release

File details

Details for the file datumaro-1.13.7-cp313-cp313-macosx_11_0_x86_64.whl.

File metadata

Download URL: datumaro-1.13.7-cp313-cp313-macosx_11_0_x86_64.whl
Upload date: Aug 5, 2026
Size: 1.1 MB
Tags: CPython 3.13, macOS 11.0+ x86-64
Uploaded using Trusted Publishing? Yes
Uploaded via: twine/6.1.0 CPython/3.13.13

File hashes

Hashes for datumaro-1.13.7-cp313-cp313-macosx_11_0_x86_64.whl
Algorithm	Hash digest
SHA256	`bd1024ebf8c4adf6a838ef51b437156dac4c4e431e307c739fead13fca899215`
MD5	`c19d5dbed0de62780c9784ed0a0416b1`
BLAKE2b-256	`07f03140f0c3a7a994fbfacf86ac0e3169481d068dc58a747b1901a15472e2b4`

See more details on using hashes here.

Provenance

The following attestation bundles were made for datumaro-1.13.7-cp313-cp313-macosx_11_0_x86_64.whl:

Publisher: publish_to_pypi.yml on open-edge-platform/datumaro

Attestations: Values shown here reflect the state when the release was signed and may no longer be current.

Statement:
- Statement type: https://in-toto.io/Statement/v1
- Predicate type: https://docs.pypi.org/attestations/publish/v1
- Subject name: datumaro-1.13.7-cp313-cp313-macosx_11_0_x86_64.whl
- Subject digest: bd1024ebf8c4adf6a838ef51b437156dac4c4e431e307c739fead13fca899215
- Sigstore transparency entry: 2345472389
- Sigstore integration time: Aug 5, 2026
Source repository:
- Permalink: open-edge-platform/datumaro@02f51d883ef122216059d141a182b3450d66564d
- Branch / Tag: refs/tags/v1.13.7
- Owner: https://github.com/open-edge-platform
- Access: public
Publication detail:
- Token Issuer: https://token.actions.githubusercontent.com
- Runner Environment: github-hosted
- Publication workflow: publish_to_pypi.yml@02f51d883ef122216059d141a182b3450d66564d
- Trigger Event: release

File details

Details for the file datumaro-1.13.7-cp313-cp313-macosx_11_0_arm64.whl.

File metadata

Download URL: datumaro-1.13.7-cp313-cp313-macosx_11_0_arm64.whl
Upload date: Aug 5, 2026
Size: 1.1 MB
Tags: CPython 3.13, macOS 11.0+ ARM64
Uploaded using Trusted Publishing? Yes
Uploaded via: twine/6.1.0 CPython/3.13.13

File hashes

Hashes for datumaro-1.13.7-cp313-cp313-macosx_11_0_arm64.whl
Algorithm	Hash digest
SHA256	`e9d76aae69480243cf1c2d4be0ac5b2d78e71363f104330a7a82bc8eb420bce2`
MD5	`a847dc81af837ac6afece4843b037e54`
BLAKE2b-256	`9b029764df61815807ca5e2faa61415f7670b37da4dcdf1481a74086340f1f64`

See more details on using hashes here.

Provenance

The following attestation bundles were made for datumaro-1.13.7-cp313-cp313-macosx_11_0_arm64.whl:

Publisher: publish_to_pypi.yml on open-edge-platform/datumaro

Attestations: Values shown here reflect the state when the release was signed and may no longer be current.

Statement:
- Statement type: https://in-toto.io/Statement/v1
- Predicate type: https://docs.pypi.org/attestations/publish/v1
- Subject name: datumaro-1.13.7-cp313-cp313-macosx_11_0_arm64.whl
- Subject digest: e9d76aae69480243cf1c2d4be0ac5b2d78e71363f104330a7a82bc8eb420bce2
- Sigstore transparency entry: 2345472534
- Sigstore integration time: Aug 5, 2026
Source repository:
- Permalink: open-edge-platform/datumaro@02f51d883ef122216059d141a182b3450d66564d
- Branch / Tag: refs/tags/v1.13.7
- Owner: https://github.com/open-edge-platform
- Access: public
Publication detail:
- Token Issuer: https://token.actions.githubusercontent.com
- Runner Environment: github-hosted
- Publication workflow: publish_to_pypi.yml@02f51d883ef122216059d141a182b3450d66564d
- Trigger Event: release

File details

Details for the file datumaro-1.13.7-cp312-cp312-win_amd64.whl.

File metadata

Download URL: datumaro-1.13.7-cp312-cp312-win_amd64.whl
Upload date: Aug 5, 2026
Size: 964.2 kB
Tags: CPython 3.12, Windows x86-64
Uploaded using Trusted Publishing? Yes
Uploaded via: twine/6.1.0 CPython/3.13.13

File hashes

Hashes for datumaro-1.13.7-cp312-cp312-win_amd64.whl
Algorithm	Hash digest
SHA256	`c8e094fa34d153e028da77e2cb57d3feb4a3efb0a1c5088c9fcd17744294d04e`
MD5	`bec5b43445997ce06d9d5f22c9d80fda`
BLAKE2b-256	`6c3154a8415cec06fbe5edf361f78bc071623bc278c9748e06a6a235561ef1b7`

See more details on using hashes here.

Provenance

The following attestation bundles were made for datumaro-1.13.7-cp312-cp312-win_amd64.whl:

Publisher: publish_to_pypi.yml on open-edge-platform/datumaro

Attestations: Values shown here reflect the state when the release was signed and may no longer be current.

Statement:
- Statement type: https://in-toto.io/Statement/v1
- Predicate type: https://docs.pypi.org/attestations/publish/v1
- Subject name: datumaro-1.13.7-cp312-cp312-win_amd64.whl
- Subject digest: c8e094fa34d153e028da77e2cb57d3feb4a3efb0a1c5088c9fcd17744294d04e
- Sigstore transparency entry: 2345471779
- Sigstore integration time: Aug 5, 2026
Source repository:
- Permalink: open-edge-platform/datumaro@02f51d883ef122216059d141a182b3450d66564d
- Branch / Tag: refs/tags/v1.13.7
- Owner: https://github.com/open-edge-platform
- Access: public
Publication detail:
- Token Issuer: https://token.actions.githubusercontent.com
- Runner Environment: github-hosted
- Publication workflow: publish_to_pypi.yml@02f51d883ef122216059d141a182b3450d66564d
- Trigger Event: release

File details

Details for the file datumaro-1.13.7-cp312-cp312-musllinux_1_2_x86_64.whl.

File metadata

Download URL: datumaro-1.13.7-cp312-cp312-musllinux_1_2_x86_64.whl
Upload date: Aug 5, 2026
Size: 1.2 MB
Tags: CPython 3.12, musllinux: musl 1.2+ x86-64
Uploaded using Trusted Publishing? Yes
Uploaded via: twine/6.1.0 CPython/3.13.13

File hashes

Hashes for datumaro-1.13.7-cp312-cp312-musllinux_1_2_x86_64.whl
Algorithm	Hash digest
SHA256	`9f0154d7b3af2aee36359446859a10b81b195120ec6995d517b42c8a67714059`
MD5	`2aa39f662193f93050dbf3765101d8bb`
BLAKE2b-256	`a6d900eddb0ed7669d7b4243ccc0ae4d4f72ec12a32b88de03844dd0d97ddf00`

See more details on using hashes here.

Provenance

The following attestation bundles were made for datumaro-1.13.7-cp312-cp312-musllinux_1_2_x86_64.whl:

Publisher: publish_to_pypi.yml on open-edge-platform/datumaro

Attestations: Values shown here reflect the state when the release was signed and may no longer be current.

Statement:
- Statement type: https://in-toto.io/Statement/v1
- Predicate type: https://docs.pypi.org/attestations/publish/v1
- Subject name: datumaro-1.13.7-cp312-cp312-musllinux_1_2_x86_64.whl
- Subject digest: 9f0154d7b3af2aee36359446859a10b81b195120ec6995d517b42c8a67714059
- Sigstore transparency entry: 2345471916
- Sigstore integration time: Aug 5, 2026
Source repository:
- Permalink: open-edge-platform/datumaro@02f51d883ef122216059d141a182b3450d66564d
- Branch / Tag: refs/tags/v1.13.7
- Owner: https://github.com/open-edge-platform
- Access: public
Publication detail:
- Token Issuer: https://token.actions.githubusercontent.com
- Runner Environment: github-hosted
- Publication workflow: publish_to_pypi.yml@02f51d883ef122216059d141a182b3450d66564d
- Trigger Event: release

File details

Details for the file datumaro-1.13.7-cp312-cp312-manylinux_2_28_x86_64.whl.

File metadata

Download URL: datumaro-1.13.7-cp312-cp312-manylinux_2_28_x86_64.whl
Upload date: Aug 5, 2026
Size: 1.1 MB
Tags: CPython 3.12, manylinux: glibc 2.28+ x86-64
Uploaded using Trusted Publishing? Yes
Uploaded via: twine/6.1.0 CPython/3.13.13

File hashes

Hashes for datumaro-1.13.7-cp312-cp312-manylinux_2_28_x86_64.whl
Algorithm	Hash digest
SHA256	`8f1d3771ee327bb07eb4ea4cca5dd1f774959933d20b126b41d9243c41210933`
MD5	`6ed4fcd5b83aa33a3b38979ca2504a82`
BLAKE2b-256	`20e60c17331991852747c5fc4d74797b849f3fabbb774b590ccc41b33f820a20`

See more details on using hashes here.

Provenance

The following attestation bundles were made for datumaro-1.13.7-cp312-cp312-manylinux_2_28_x86_64.whl:

Publisher: publish_to_pypi.yml on open-edge-platform/datumaro

Attestations: Values shown here reflect the state when the release was signed and may no longer be current.

Statement:
- Statement type: https://in-toto.io/Statement/v1
- Predicate type: https://docs.pypi.org/attestations/publish/v1
- Subject name: datumaro-1.13.7-cp312-cp312-manylinux_2_28_x86_64.whl
- Subject digest: 8f1d3771ee327bb07eb4ea4cca5dd1f774959933d20b126b41d9243c41210933
- Sigstore transparency entry: 2345472460
- Sigstore integration time: Aug 5, 2026
Source repository:
- Permalink: open-edge-platform/datumaro@02f51d883ef122216059d141a182b3450d66564d
- Branch / Tag: refs/tags/v1.13.7
- Owner: https://github.com/open-edge-platform
- Access: public
Publication detail:
- Token Issuer: https://token.actions.githubusercontent.com
- Runner Environment: github-hosted
- Publication workflow: publish_to_pypi.yml@02f51d883ef122216059d141a182b3450d66564d
- Trigger Event: release

File details

Details for the file datumaro-1.13.7-cp312-cp312-macosx_11_0_x86_64.whl.

File metadata

Download URL: datumaro-1.13.7-cp312-cp312-macosx_11_0_x86_64.whl
Upload date: Aug 5, 2026
Size: 1.1 MB
Tags: CPython 3.12, macOS 11.0+ x86-64
Uploaded using Trusted Publishing? Yes
Uploaded via: twine/6.1.0 CPython/3.13.13

File hashes

Hashes for datumaro-1.13.7-cp312-cp312-macosx_11_0_x86_64.whl
Algorithm	Hash digest
SHA256	`2e7b9d46e6284d37538110774550a1a3deed1df068c5bde02323ebb12b9bcd12`
MD5	`aad18ab70ded3d50de188429de594f6f`
BLAKE2b-256	`6808bbfa9d2acceef99fc10c1738ae22656323f5d4c437c0509901e97cf9989e`

See more details on using hashes here.

Provenance

The following attestation bundles were made for datumaro-1.13.7-cp312-cp312-macosx_11_0_x86_64.whl:

Publisher: publish_to_pypi.yml on open-edge-platform/datumaro

Attestations: Values shown here reflect the state when the release was signed and may no longer be current.

Statement:
- Statement type: https://in-toto.io/Statement/v1
- Predicate type: https://docs.pypi.org/attestations/publish/v1
- Subject name: datumaro-1.13.7-cp312-cp312-macosx_11_0_x86_64.whl
- Subject digest: 2e7b9d46e6284d37538110774550a1a3deed1df068c5bde02323ebb12b9bcd12
- Sigstore transparency entry: 2345472955
- Sigstore integration time: Aug 5, 2026
Source repository:
- Permalink: open-edge-platform/datumaro@02f51d883ef122216059d141a182b3450d66564d
- Branch / Tag: refs/tags/v1.13.7
- Owner: https://github.com/open-edge-platform
- Access: public
Publication detail:
- Token Issuer: https://token.actions.githubusercontent.com
- Runner Environment: github-hosted
- Publication workflow: publish_to_pypi.yml@02f51d883ef122216059d141a182b3450d66564d
- Trigger Event: release

File details

Details for the file datumaro-1.13.7-cp312-cp312-macosx_11_0_arm64.whl.

File metadata

Download URL: datumaro-1.13.7-cp312-cp312-macosx_11_0_arm64.whl
Upload date: Aug 5, 2026
Size: 1.1 MB
Tags: CPython 3.12, macOS 11.0+ ARM64
Uploaded using Trusted Publishing? Yes
Uploaded via: twine/6.1.0 CPython/3.13.13

File hashes

Hashes for datumaro-1.13.7-cp312-cp312-macosx_11_0_arm64.whl
Algorithm	Hash digest
SHA256	`9fef63e6098ac2839c1a00cf937456f318c435f38e6bfc0f9ef37b4f1d234b7d`
MD5	`c87c64ebc39512c1f78d2c2b7ae30385`
BLAKE2b-256	`6f13a7c6dbfde48d307c49ef28bc291ec53c0457b7b9b94bba2861a52420d7db`

See more details on using hashes here.

Provenance

The following attestation bundles were made for datumaro-1.13.7-cp312-cp312-macosx_11_0_arm64.whl:

Publisher: publish_to_pypi.yml on open-edge-platform/datumaro

Attestations: Values shown here reflect the state when the release was signed and may no longer be current.

Statement:
- Statement type: https://in-toto.io/Statement/v1
- Predicate type: https://docs.pypi.org/attestations/publish/v1
- Subject name: datumaro-1.13.7-cp312-cp312-macosx_11_0_arm64.whl
- Subject digest: 9fef63e6098ac2839c1a00cf937456f318c435f38e6bfc0f9ef37b4f1d234b7d
- Sigstore transparency entry: 2345473174
- Sigstore integration time: Aug 5, 2026
Source repository:
- Permalink: open-edge-platform/datumaro@02f51d883ef122216059d141a182b3450d66564d
- Branch / Tag: refs/tags/v1.13.7
- Owner: https://github.com/open-edge-platform
- Access: public
Publication detail:
- Token Issuer: https://token.actions.githubusercontent.com
- Runner Environment: github-hosted
- Publication workflow: publish_to_pypi.yml@02f51d883ef122216059d141a182b3450d66564d
- Trigger Event: release

File details

Details for the file datumaro-1.13.7-cp311-cp311-win_amd64.whl.

File metadata

Download URL: datumaro-1.13.7-cp311-cp311-win_amd64.whl
Upload date: Aug 5, 2026
Size: 967.0 kB
Tags: CPython 3.11, Windows x86-64
Uploaded using Trusted Publishing? Yes
Uploaded via: twine/6.1.0 CPython/3.13.13

File hashes

Hashes for datumaro-1.13.7-cp311-cp311-win_amd64.whl
Algorithm	Hash digest
SHA256	`2ed2281dd41fdfcb91e1604d77281acdb11c6db696b95bc31d524dbec5b514af`
MD5	`a0459625432279c2c6d01f4bed4e74ba`
BLAKE2b-256	`1a38a22ec0eb07742a82de4009da5ddbc035db2b33a91714d94f5ad02de2d753`

See more details on using hashes here.

Provenance

The following attestation bundles were made for datumaro-1.13.7-cp311-cp311-win_amd64.whl:

Publisher: publish_to_pypi.yml on open-edge-platform/datumaro

Attestations: Values shown here reflect the state when the release was signed and may no longer be current.

Statement:
- Statement type: https://in-toto.io/Statement/v1
- Predicate type: https://docs.pypi.org/attestations/publish/v1
- Subject name: datumaro-1.13.7-cp311-cp311-win_amd64.whl
- Subject digest: 2ed2281dd41fdfcb91e1604d77281acdb11c6db696b95bc31d524dbec5b514af
- Sigstore transparency entry: 2345473252
- Sigstore integration time: Aug 5, 2026
Source repository:
- Permalink: open-edge-platform/datumaro@02f51d883ef122216059d141a182b3450d66564d
- Branch / Tag: refs/tags/v1.13.7
- Owner: https://github.com/open-edge-platform
- Access: public
Publication detail:
- Token Issuer: https://token.actions.githubusercontent.com
- Runner Environment: github-hosted
- Publication workflow: publish_to_pypi.yml@02f51d883ef122216059d141a182b3450d66564d
- Trigger Event: release

File details

Details for the file datumaro-1.13.7-cp311-cp311-musllinux_1_2_x86_64.whl.

File metadata

Download URL: datumaro-1.13.7-cp311-cp311-musllinux_1_2_x86_64.whl
Upload date: Aug 5, 2026
Size: 1.2 MB
Tags: CPython 3.11, musllinux: musl 1.2+ x86-64
Uploaded using Trusted Publishing? Yes
Uploaded via: twine/6.1.0 CPython/3.13.13

File hashes

Hashes for datumaro-1.13.7-cp311-cp311-musllinux_1_2_x86_64.whl
Algorithm	Hash digest
SHA256	`b1db6cbee7e1260596714c46629cc50cca0110b7ac13a935a17ddb83a57fb971`
MD5	`ddf0b844bde847623f211ef64acc6fc1`
BLAKE2b-256	`7698c866c496c5d169aefa5e9c491e9a9573313719393d7e31535cbceb7c27b9`

See more details on using hashes here.

Provenance

The following attestation bundles were made for datumaro-1.13.7-cp311-cp311-musllinux_1_2_x86_64.whl:

Publisher: publish_to_pypi.yml on open-edge-platform/datumaro

Attestations: Values shown here reflect the state when the release was signed and may no longer be current.

Statement:
- Statement type: https://in-toto.io/Statement/v1
- Predicate type: https://docs.pypi.org/attestations/publish/v1
- Subject name: datumaro-1.13.7-cp311-cp311-musllinux_1_2_x86_64.whl
- Subject digest: b1db6cbee7e1260596714c46629cc50cca0110b7ac13a935a17ddb83a57fb971
- Sigstore transparency entry: 2345472016
- Sigstore integration time: Aug 5, 2026
Source repository:
- Permalink: open-edge-platform/datumaro@02f51d883ef122216059d141a182b3450d66564d
- Branch / Tag: refs/tags/v1.13.7
- Owner: https://github.com/open-edge-platform
- Access: public
Publication detail:
- Token Issuer: https://token.actions.githubusercontent.com
- Runner Environment: github-hosted
- Publication workflow: publish_to_pypi.yml@02f51d883ef122216059d141a182b3450d66564d
- Trigger Event: release

File details

Details for the file datumaro-1.13.7-cp311-cp311-manylinux_2_28_x86_64.whl.

File metadata

Download URL: datumaro-1.13.7-cp311-cp311-manylinux_2_28_x86_64.whl
Upload date: Aug 5, 2026
Size: 1.1 MB
Tags: CPython 3.11, manylinux: glibc 2.28+ x86-64
Uploaded using Trusted Publishing? Yes
Uploaded via: twine/6.1.0 CPython/3.13.13

File hashes

Hashes for datumaro-1.13.7-cp311-cp311-manylinux_2_28_x86_64.whl
Algorithm	Hash digest
SHA256	`abdd51a5408661f4ef110dbfd9d6d9702ed3b9c6e96591659b878c5e85068545`
MD5	`3e041cc659c6b5079f856d21e2805599`
BLAKE2b-256	`8271b9d0446738edb9ec0058b36af746c9224669fbedc747cc377074875ff7c2`

See more details on using hashes here.

Provenance

The following attestation bundles were made for datumaro-1.13.7-cp311-cp311-manylinux_2_28_x86_64.whl:

Publisher: publish_to_pypi.yml on open-edge-platform/datumaro

Attestations: Values shown here reflect the state when the release was signed and may no longer be current.

Statement:
- Statement type: https://in-toto.io/Statement/v1
- Predicate type: https://docs.pypi.org/attestations/publish/v1
- Subject name: datumaro-1.13.7-cp311-cp311-manylinux_2_28_x86_64.whl
- Subject digest: abdd51a5408661f4ef110dbfd9d6d9702ed3b9c6e96591659b878c5e85068545
- Sigstore transparency entry: 2345473102
- Sigstore integration time: Aug 5, 2026
Source repository:
- Permalink: open-edge-platform/datumaro@02f51d883ef122216059d141a182b3450d66564d
- Branch / Tag: refs/tags/v1.13.7
- Owner: https://github.com/open-edge-platform
- Access: public
Publication detail:
- Token Issuer: https://token.actions.githubusercontent.com
- Runner Environment: github-hosted
- Publication workflow: publish_to_pypi.yml@02f51d883ef122216059d141a182b3450d66564d
- Trigger Event: release

File details

Details for the file datumaro-1.13.7-cp311-cp311-macosx_11_0_x86_64.whl.

File metadata

Download URL: datumaro-1.13.7-cp311-cp311-macosx_11_0_x86_64.whl
Upload date: Aug 5, 2026
Size: 1.1 MB
Tags: CPython 3.11, macOS 11.0+ x86-64
Uploaded using Trusted Publishing? Yes
Uploaded via: twine/6.1.0 CPython/3.13.13

File hashes

Hashes for datumaro-1.13.7-cp311-cp311-macosx_11_0_x86_64.whl
Algorithm	Hash digest
SHA256	`66714cb0d1768c1f6821a4b63bb21333ca21c247cdf76a94600350d1eb6a9419`
MD5	`67dd6cfab7bbf5a02fb5f1034fc503a4`
BLAKE2b-256	`f0d06ef557fda3b57fce5a0080880539d7dcfb5f5edd1e9074ecb1971d801121`

See more details on using hashes here.

Provenance

The following attestation bundles were made for datumaro-1.13.7-cp311-cp311-macosx_11_0_x86_64.whl:

Publisher: publish_to_pypi.yml on open-edge-platform/datumaro

Attestations: Values shown here reflect the state when the release was signed and may no longer be current.

Statement:
- Statement type: https://in-toto.io/Statement/v1
- Predicate type: https://docs.pypi.org/attestations/publish/v1
- Subject name: datumaro-1.13.7-cp311-cp311-macosx_11_0_x86_64.whl
- Subject digest: 66714cb0d1768c1f6821a4b63bb21333ca21c247cdf76a94600350d1eb6a9419
- Sigstore transparency entry: 2345472756
- Sigstore integration time: Aug 5, 2026
Source repository:
- Permalink: open-edge-platform/datumaro@02f51d883ef122216059d141a182b3450d66564d
- Branch / Tag: refs/tags/v1.13.7
- Owner: https://github.com/open-edge-platform
- Access: public
Publication detail:
- Token Issuer: https://token.actions.githubusercontent.com
- Runner Environment: github-hosted
- Publication workflow: publish_to_pypi.yml@02f51d883ef122216059d141a182b3450d66564d
- Trigger Event: release

File details

Details for the file datumaro-1.13.7-cp311-cp311-macosx_11_0_arm64.whl.

File metadata

Download URL: datumaro-1.13.7-cp311-cp311-macosx_11_0_arm64.whl
Upload date: Aug 5, 2026
Size: 1.1 MB
Tags: CPython 3.11, macOS 11.0+ ARM64
Uploaded using Trusted Publishing? Yes
Uploaded via: twine/6.1.0 CPython/3.13.13

File hashes

Hashes for datumaro-1.13.7-cp311-cp311-macosx_11_0_arm64.whl
Algorithm	Hash digest
SHA256	`64ff840e06a6c11d5c109453b509ccb01e940315c6c1394d5e380556ef65f88c`
MD5	`3c6d92702e41fdd5e60e57ef2d068570`
BLAKE2b-256	`15b3a1cdbb046df6e4b12bf34ada917f07feed0e896d78f1459db5cb8680f7ae`

See more details on using hashes here.

Provenance

The following attestation bundles were made for datumaro-1.13.7-cp311-cp311-macosx_11_0_arm64.whl:

Publisher: publish_to_pypi.yml on open-edge-platform/datumaro

Attestations: Values shown here reflect the state when the release was signed and may no longer be current.

Statement:
- Statement type: https://in-toto.io/Statement/v1
- Predicate type: https://docs.pypi.org/attestations/publish/v1
- Subject name: datumaro-1.13.7-cp311-cp311-macosx_11_0_arm64.whl
- Subject digest: 64ff840e06a6c11d5c109453b509ccb01e940315c6c1394d5e380556ef65f88c
- Sigstore transparency entry: 2345472323
- Sigstore integration time: Aug 5, 2026
Source repository:
- Permalink: open-edge-platform/datumaro@02f51d883ef122216059d141a182b3450d66564d
- Branch / Tag: refs/tags/v1.13.7
- Owner: https://github.com/open-edge-platform
- Access: public
Publication detail:
- Token Issuer: https://token.actions.githubusercontent.com
- Runner Environment: github-hosted
- Publication workflow: publish_to_pypi.yml@02f51d883ef122216059d141a182b3450d66564d
- Trigger Event: release

File details

Details for the file datumaro-1.13.7-cp310-cp310-win_amd64.whl.

File metadata

Download URL: datumaro-1.13.7-cp310-cp310-win_amd64.whl
Upload date: Aug 5, 2026
Size: 966.6 kB
Tags: CPython 3.10, Windows x86-64
Uploaded using Trusted Publishing? Yes
Uploaded via: twine/6.1.0 CPython/3.13.13

File hashes

Hashes for datumaro-1.13.7-cp310-cp310-win_amd64.whl
Algorithm	Hash digest
SHA256	`aad425adcafcce964ea307217a44a292a52eeef40a4c17ee87e5e211c4336cca`
MD5	`1c1fe9c52de5c13afb404f0556a9381f`
BLAKE2b-256	`b95635ee64f46a8ee5d3e858dfefbd6be1c10c374f380d8841946958d30515be`

See more details on using hashes here.

Provenance

The following attestation bundles were made for datumaro-1.13.7-cp310-cp310-win_amd64.whl:

Publisher: publish_to_pypi.yml on open-edge-platform/datumaro

Attestations: Values shown here reflect the state when the release was signed and may no longer be current.

Statement:
- Statement type: https://in-toto.io/Statement/v1
- Predicate type: https://docs.pypi.org/attestations/publish/v1
- Subject name: datumaro-1.13.7-cp310-cp310-win_amd64.whl
- Subject digest: aad425adcafcce964ea307217a44a292a52eeef40a4c17ee87e5e211c4336cca
- Sigstore transparency entry: 2345472206
- Sigstore integration time: Aug 5, 2026
Source repository:
- Permalink: open-edge-platform/datumaro@02f51d883ef122216059d141a182b3450d66564d
- Branch / Tag: refs/tags/v1.13.7
- Owner: https://github.com/open-edge-platform
- Access: public
Publication detail:
- Token Issuer: https://token.actions.githubusercontent.com
- Runner Environment: github-hosted
- Publication workflow: publish_to_pypi.yml@02f51d883ef122216059d141a182b3450d66564d
- Trigger Event: release

File details

Details for the file datumaro-1.13.7-cp310-cp310-musllinux_1_2_x86_64.whl.

File metadata

Download URL: datumaro-1.13.7-cp310-cp310-musllinux_1_2_x86_64.whl
Upload date: Aug 5, 2026
Size: 1.2 MB
Tags: CPython 3.10, musllinux: musl 1.2+ x86-64
Uploaded using Trusted Publishing? Yes
Uploaded via: twine/6.1.0 CPython/3.13.13

File hashes

Hashes for datumaro-1.13.7-cp310-cp310-musllinux_1_2_x86_64.whl
Algorithm	Hash digest
SHA256	`88a0adb8e04d75cf435d047c1e2808aa51c03ad42355ad1e260982405ae88119`
MD5	`b5e006458888952e5ccd7aef63bd9d3e`
BLAKE2b-256	`c1f9ff019155f9397a2286e2aa5d3b8065b9d51193d63d1b32c3e67a1fffd130`

See more details on using hashes here.

Provenance

The following attestation bundles were made for datumaro-1.13.7-cp310-cp310-musllinux_1_2_x86_64.whl:

Publisher: publish_to_pypi.yml on open-edge-platform/datumaro

Attestations: Values shown here reflect the state when the release was signed and may no longer be current.

Statement:
- Statement type: https://in-toto.io/Statement/v1
- Predicate type: https://docs.pypi.org/attestations/publish/v1
- Subject name: datumaro-1.13.7-cp310-cp310-musllinux_1_2_x86_64.whl
- Subject digest: 88a0adb8e04d75cf435d047c1e2808aa51c03ad42355ad1e260982405ae88119
- Sigstore transparency entry: 2345472672
- Sigstore integration time: Aug 5, 2026
Source repository:
- Permalink: open-edge-platform/datumaro@02f51d883ef122216059d141a182b3450d66564d
- Branch / Tag: refs/tags/v1.13.7
- Owner: https://github.com/open-edge-platform
- Access: public
Publication detail:
- Token Issuer: https://token.actions.githubusercontent.com
- Runner Environment: github-hosted
- Publication workflow: publish_to_pypi.yml@02f51d883ef122216059d141a182b3450d66564d
- Trigger Event: release

File details

Details for the file datumaro-1.13.7-cp310-cp310-manylinux_2_28_x86_64.whl.

File metadata

Download URL: datumaro-1.13.7-cp310-cp310-manylinux_2_28_x86_64.whl
Upload date: Aug 5, 2026
Size: 1.1 MB
Tags: CPython 3.10, manylinux: glibc 2.28+ x86-64
Uploaded using Trusted Publishing? Yes
Uploaded via: twine/6.1.0 CPython/3.13.13

File hashes

Hashes for datumaro-1.13.7-cp310-cp310-manylinux_2_28_x86_64.whl
Algorithm	Hash digest
SHA256	`97efc4b48502adf6ebf4c82b68d354201648bfea922af7fd372b91180ccf2f3e`
MD5	`3de6f4d57d8d2223c5fd3e9fea4d51ba`
BLAKE2b-256	`5f2e3024856926faf2dc70c6985ecb90a11d9dde0c4d6ead24ada66f6ee9ed08`

See more details on using hashes here.

Provenance

The following attestation bundles were made for datumaro-1.13.7-cp310-cp310-manylinux_2_28_x86_64.whl:

Publisher: publish_to_pypi.yml on open-edge-platform/datumaro

Attestations: Values shown here reflect the state when the release was signed and may no longer be current.

Statement:
- Statement type: https://in-toto.io/Statement/v1
- Predicate type: https://docs.pypi.org/attestations/publish/v1
- Subject name: datumaro-1.13.7-cp310-cp310-manylinux_2_28_x86_64.whl
- Subject digest: 97efc4b48502adf6ebf4c82b68d354201648bfea922af7fd372b91180ccf2f3e
- Sigstore transparency entry: 2345472826
- Sigstore integration time: Aug 5, 2026
Source repository:
- Permalink: open-edge-platform/datumaro@02f51d883ef122216059d141a182b3450d66564d
- Branch / Tag: refs/tags/v1.13.7
- Owner: https://github.com/open-edge-platform
- Access: public
Publication detail:
- Token Issuer: https://token.actions.githubusercontent.com
- Runner Environment: github-hosted
- Publication workflow: publish_to_pypi.yml@02f51d883ef122216059d141a182b3450d66564d
- Trigger Event: release

File details

Details for the file datumaro-1.13.7-cp310-cp310-macosx_11_0_x86_64.whl.

File metadata

Download URL: datumaro-1.13.7-cp310-cp310-macosx_11_0_x86_64.whl
Upload date: Aug 5, 2026
Size: 1.1 MB
Tags: CPython 3.10, macOS 11.0+ x86-64
Uploaded using Trusted Publishing? Yes
Uploaded via: twine/6.1.0 CPython/3.13.13

File hashes

Hashes for datumaro-1.13.7-cp310-cp310-macosx_11_0_x86_64.whl
Algorithm	Hash digest
SHA256	`05721ccedbd32db88e94e1d2881304480e6d9ba7a35b30f95bf3e6262f2ee6c8`
MD5	`0321469f3331a8b1efe68e6c1f07a006`
BLAKE2b-256	`93c19e6d3989a396ca1f1134c7b49dc3b708b922a6f9703e61b4fce1a970d7e5`

See more details on using hashes here.

Provenance

The following attestation bundles were made for datumaro-1.13.7-cp310-cp310-macosx_11_0_x86_64.whl:

Publisher: publish_to_pypi.yml on open-edge-platform/datumaro

Attestations: Values shown here reflect the state when the release was signed and may no longer be current.

Statement:
- Statement type: https://in-toto.io/Statement/v1
- Predicate type: https://docs.pypi.org/attestations/publish/v1
- Subject name: datumaro-1.13.7-cp310-cp310-macosx_11_0_x86_64.whl
- Subject digest: 05721ccedbd32db88e94e1d2881304480e6d9ba7a35b30f95bf3e6262f2ee6c8
- Sigstore transparency entry: 2345473023
- Sigstore integration time: Aug 5, 2026
Source repository:
- Permalink: open-edge-platform/datumaro@02f51d883ef122216059d141a182b3450d66564d
- Branch / Tag: refs/tags/v1.13.7
- Owner: https://github.com/open-edge-platform
- Access: public
Publication detail:
- Token Issuer: https://token.actions.githubusercontent.com
- Runner Environment: github-hosted
- Publication workflow: publish_to_pypi.yml@02f51d883ef122216059d141a182b3450d66564d
- Trigger Event: release

File details

Details for the file datumaro-1.13.7-cp310-cp310-macosx_11_0_arm64.whl.

File metadata

Download URL: datumaro-1.13.7-cp310-cp310-macosx_11_0_arm64.whl
Upload date: Aug 5, 2026
Size: 1.1 MB
Tags: CPython 3.10, macOS 11.0+ ARM64
Uploaded using Trusted Publishing? Yes
Uploaded via: twine/6.1.0 CPython/3.13.13

File hashes

Hashes for datumaro-1.13.7-cp310-cp310-macosx_11_0_arm64.whl
Algorithm	Hash digest
SHA256	`3c049f2e57c2bdeb9934c3c917f64b5aeacb244217864aab50d4ed76cfa1f10e`
MD5	`31ceaab660e94ce797efbf3d64d73325`
BLAKE2b-256	`852c14af1b936910dfa0e26f4c7fe3533515aed81919da9a37de636804ea01da`

See more details on using hashes here.

Provenance

The following attestation bundles were made for datumaro-1.13.7-cp310-cp310-macosx_11_0_arm64.whl:

Publisher: publish_to_pypi.yml on open-edge-platform/datumaro

Attestations: Values shown here reflect the state when the release was signed and may no longer be current.

Statement:
- Statement type: https://in-toto.io/Statement/v1
- Predicate type: https://docs.pypi.org/attestations/publish/v1
- Subject name: datumaro-1.13.7-cp310-cp310-macosx_11_0_arm64.whl
- Subject digest: 3c049f2e57c2bdeb9934c3c917f64b5aeacb244217864aab50d4ed76cfa1f10e
- Sigstore transparency entry: 2345471854
- Sigstore integration time: Aug 5, 2026
Source repository:
- Permalink: open-edge-platform/datumaro@02f51d883ef122216059d141a182b3450d66564d
- Branch / Tag: refs/tags/v1.13.7
- Owner: https://github.com/open-edge-platform
- Access: public
Publication detail:
- Token Issuer: https://token.actions.githubusercontent.com
- Runner Environment: github-hosted
- Publication workflow: publish_to_pypi.yml@02f51d883ef122216059d141a182b3450d66564d
- Trigger Event: release

Release history Release notifications | RSS feed

This release

1.13.7

Aug 5, 2026

1.13.6

Jul 22, 2026

1.13.5

Jul 22, 2026

1.13.4

Jul 8, 2026

1.13.3

Jun 24, 2026

1.13.2

Jun 18, 2026

1.13.1

Jun 15, 2026

1.13.0

May 22, 2026

1.12.0

Sep 25, 2025

1.11.1

Jul 28, 2025

1.11.0

Jul 18, 2025

1.10.0

Mar 14, 2025

1.10.0rc1 pre-release

Oct 23, 2024

1.10.0rc0 pre-release

Sep 30, 2024

1.9.1

Sep 30, 2024

1.9.0

Sep 11, 2024

1.8.0

Jul 12, 2024

1.7.0

Jun 10, 2024

1.7.0rc1 pre-release

Jun 3, 2024

1.6.1

May 3, 2024

1.6.1rc3 pre-release

Apr 19, 2024

1.6.1rc2 pre-release

Apr 15, 2024

1.6.1rc1 pre-release

Apr 15, 2024

1.6.0

Apr 12, 2024

1.6.0rc1 yanked

Jan 12, 2024

1.6.0rc0 yanked

Oct 6, 2023

1.5.2

Feb 22, 2024

1.5.1

Jan 5, 2024

1.5.1rc4 pre-release

Nov 14, 2023

1.5.1rc3 pre-release

Oct 26, 2023

1.5.1rc2 pre-release

Oct 23, 2023

1.5.1rc1 pre-release

Oct 6, 2023

1.5.0

Sep 15, 2023

1.5.0rc2 pre-release

Sep 13, 2023

1.5.0rc1 pre-release

Sep 11, 2023

1.5.0rc0 pre-release

Aug 30, 2023

1.4.1

Jul 27, 2023

1.4.0

Jul 25, 2023

1.4.0rc4 pre-release

Jul 20, 2023

1.4.0rc3 pre-release

Jul 18, 2023

1.4.0rc2 pre-release

Jul 11, 2023

1.4.0rc1 pre-release

Jul 7, 2023

1.3.2

Jun 16, 2023

1.3.1

May 26, 2023

1.3.0

May 25, 2023

1.3.0rc1 pre-release

May 22, 2023

1.2.1

May 4, 2023

1.2.0

Apr 20, 2023

1.2.0rc3 pre-release

Apr 19, 2023

1.2.0rc2 pre-release

Apr 17, 2023

1.2.0rc1 pre-release

Apr 14, 2023

1.1.1

Mar 28, 2023

1.1.0

Mar 23, 2023

1.1.0rc1 pre-release

Mar 17, 2023

1.0.0

Feb 24, 2023

1.0.0rc1 pre-release

Feb 13, 2023

0.5.0

Feb 7, 2023

0.5.0rc2 pre-release

Jan 30, 2023

0.5.0rc1 pre-release

Jan 30, 2023

0.4.0.1

Dec 7, 2022

0.3.1

Sep 7, 2022

0.3

Feb 21, 2022

0.2.3

Jan 28, 2022

0.2.2

Dec 24, 2021

0.2.1

Nov 16, 2021

0.2

Oct 14, 2021

0.1.11

Aug 24, 2021

0.1.10.1

Jul 14, 2021

0.1.10

Jul 14, 2021

0.1.9

Jun 3, 2021

0.1.8

Mar 31, 2021

0.1.7

Mar 24, 2021

0.1.6.1

Mar 2, 2021

0.1.6

Feb 28, 2021

0.1.5.1

Jan 23, 2021

datumaro 1.13.7

Dataset Management Framework (Datumaro)

Features

Contributing

Project links

Key dates

3 maintainers

Credits

GitHub Statistics

Requires

Provides Extra

Classifiers

Download files

Source Distribution

Built Distributions

File details

File metadata

File hashes

Provenance

File details

File metadata

File hashes

Provenance

File details

File metadata

File hashes

Provenance

File details

File metadata

File hashes

Provenance

File details

File metadata

File hashes

Provenance

File details

File metadata

File hashes

Provenance

File details

File metadata

File hashes

Provenance

File details

File metadata

File hashes

Provenance

File details

File metadata

File hashes

Provenance

File details

File metadata

File hashes

Provenance

File details

File metadata

File hashes

Provenance

File details

File metadata

File hashes

Provenance

File details

File metadata

File hashes

Provenance

File details

File metadata

File hashes

Provenance

File details

File metadata

File hashes

Provenance

File details

File metadata

File hashes

Provenance

File details