Docling metrics for text

Docling metrics for text.

Overview

The following metrics are used:

  • BLEU
  • edit-distance
  • METEOR
  • Precision
  • Recall
  • F1

Installation

uv sync --all-packages

Usage

from docling_metrics_text import (
    TextMetrics,
    TextPairEvaluation,
    TextPairSample,
)

# Example 1: Compare two similar texts
sample_1 = TextPairSample(
    id="s1",
    text_a="The quick brown fox jumps over the lazy dog.",
    text_b="The fast brown fox leaps over the lazy dog.",
)

text_metrics = TextMetrics()
evaluation_1: TextPairEvaluation = text_metrics.evaluate_sample(sample_1)
print(f"Sample 1 - Similar texts:\n{evaluation_1}\n")


# Example 2: Compare two very different texts
sample_2 = TextPairSample(
    id="s2",
    text_a="Machine learning is a subset of artificial intelligence.",
    text_b="The weather forecast predicts rain tomorrow afternoon.",
)

evaluation_2: TextPairEvaluation = text_metrics.evaluate_sample(sample_2)
print(f"Sample 2 - Different texts:\n{evaluation_2}\n")

License

MIT

Project links

Data verified by PyPI on Aug 13, 2026
Data provided by the project maintainers, verified at the time the release was uploaded to PyPI.

Key dates

PyPI data
Data sourced directly from PyPI's database.
  • Released:
Latest release

Owner

PyPI data
Data sourced directly from PyPI's database.

Credits

Author: Nikos Livathinos

GitHub Statistics

Data verified by PyPI on Aug 13, 2026
The GitHub source repository was provided by the project maintainers and verified by PyPI at the time of upload. Stars, forks, and open issues/PRs are derived from that repository and have not been independently verified.

License expression

MIT
View SPDX License List

Requires

Python <4.0, >=3.10

Tags

docling metrics evaluation example text BLEU edit-distance METEOR precision recall f1 cpp

Classifiers

Report project as malware

Download files

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

Source Distribution

docling_metrics_text-0.15.0.tar.gz (48.9 kB view details)

Uploaded Source

Built Distributions

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

docling_metrics_text-0.15.0-cp314-cp314-win_arm64.whl (296.2 kB view details)

Uploaded CPython 3.14Windows ARM64

docling_metrics_text-0.15.0-cp314-cp314-win_amd64.whl (319.3 kB view details)

Uploaded CPython 3.14Windows x86-64

docling_metrics_text-0.15.0-cp314-cp314-musllinux_1_2_x86_64.whl (2.0 MB view details)

Uploaded CPython 3.14musllinux: musl 1.2+ x86-64

docling_metrics_text-0.15.0-cp314-cp314-musllinux_1_2_aarch64.whl (1.9 MB view details)

Uploaded CPython 3.14musllinux: musl 1.2+ ARM64

docling_metrics_text-0.15.0-cp314-cp314-manylinux_2_27_x86_64.manylinux_2_28_x86_64.whl (1.0 MB view details)

Uploaded CPython 3.14manylinux: glibc 2.27+ x86-64manylinux: glibc 2.28+ x86-64

docling_metrics_text-0.15.0-cp314-cp314-manylinux_2_26_aarch64.manylinux_2_28_aarch64.whl (988.0 kB view details)

Uploaded CPython 3.14manylinux: glibc 2.26+ ARM64manylinux: glibc 2.28+ ARM64

docling_metrics_text-0.15.0-cp314-cp314-macosx_11_0_arm64.whl (804.2 kB view details)

Uploaded CPython 3.14macOS 11.0+ ARM64

docling_metrics_text-0.15.0-cp313-cp313-win_arm64.whl (284.9 kB view details)

Uploaded CPython 3.13Windows ARM64

docling_metrics_text-0.15.0-cp313-cp313-win_amd64.whl (307.1 kB view details)

Uploaded CPython 3.13Windows x86-64

docling_metrics_text-0.15.0-cp313-cp313-musllinux_1_2_x86_64.whl (2.0 MB view details)

Uploaded CPython 3.13musllinux: musl 1.2+ x86-64

docling_metrics_text-0.15.0-cp313-cp313-musllinux_1_2_aarch64.whl (1.9 MB view details)

Uploaded CPython 3.13musllinux: musl 1.2+ ARM64

docling_metrics_text-0.15.0-cp313-cp313-manylinux_2_27_x86_64.manylinux_2_28_x86_64.whl (1.0 MB view details)

Uploaded CPython 3.13manylinux: glibc 2.27+ x86-64manylinux: glibc 2.28+ x86-64

docling_metrics_text-0.15.0-cp313-cp313-manylinux_2_26_aarch64.manylinux_2_28_aarch64.whl (987.7 kB view details)

Uploaded CPython 3.13manylinux: glibc 2.26+ ARM64manylinux: glibc 2.28+ ARM64

docling_metrics_text-0.15.0-cp313-cp313-macosx_11_0_arm64.whl (804.0 kB view details)

Uploaded CPython 3.13macOS 11.0+ ARM64

docling_metrics_text-0.15.0-cp312-cp312-win_arm64.whl (284.8 kB view details)

Uploaded CPython 3.12Windows ARM64

docling_metrics_text-0.15.0-cp312-cp312-win_amd64.whl (307.1 kB view details)

Uploaded CPython 3.12Windows x86-64

docling_metrics_text-0.15.0-cp312-cp312-musllinux_1_2_x86_64.whl (2.0 MB view details)

Uploaded CPython 3.12musllinux: musl 1.2+ x86-64

docling_metrics_text-0.15.0-cp312-cp312-musllinux_1_2_aarch64.whl (1.9 MB view details)

Uploaded CPython 3.12musllinux: musl 1.2+ ARM64

docling_metrics_text-0.15.0-cp312-cp312-manylinux_2_27_x86_64.manylinux_2_28_x86_64.whl (1.0 MB view details)

Uploaded CPython 3.12manylinux: glibc 2.27+ x86-64manylinux: glibc 2.28+ x86-64

docling_metrics_text-0.15.0-cp312-cp312-manylinux_2_26_aarch64.manylinux_2_28_aarch64.whl (987.7 kB view details)

Uploaded CPython 3.12manylinux: glibc 2.26+ ARM64manylinux: glibc 2.28+ ARM64

docling_metrics_text-0.15.0-cp312-cp312-macosx_11_0_arm64.whl (803.9 kB view details)

Uploaded CPython 3.12macOS 11.0+ ARM64

docling_metrics_text-0.15.0-cp311-cp311-win_arm64.whl (285.0 kB view details)

Uploaded CPython 3.11Windows ARM64

docling_metrics_text-0.15.0-cp311-cp311-win_amd64.whl (306.2 kB view details)

Uploaded CPython 3.11Windows x86-64

docling_metrics_text-0.15.0-cp311-cp311-musllinux_1_2_x86_64.whl (2.0 MB view details)

Uploaded CPython 3.11musllinux: musl 1.2+ x86-64

docling_metrics_text-0.15.0-cp311-cp311-musllinux_1_2_aarch64.whl (1.9 MB view details)

Uploaded CPython 3.11musllinux: musl 1.2+ ARM64

docling_metrics_text-0.15.0-cp311-cp311-manylinux_2_27_x86_64.manylinux_2_28_x86_64.whl (1.0 MB view details)

Uploaded CPython 3.11manylinux: glibc 2.27+ x86-64manylinux: glibc 2.28+ x86-64

docling_metrics_text-0.15.0-cp311-cp311-manylinux_2_26_aarch64.manylinux_2_28_aarch64.whl (987.7 kB view details)

Uploaded CPython 3.11manylinux: glibc 2.26+ ARM64manylinux: glibc 2.28+ ARM64

docling_metrics_text-0.15.0-cp311-cp311-macosx_11_0_arm64.whl (803.2 kB view details)

Uploaded CPython 3.11macOS 11.0+ ARM64

docling_metrics_text-0.15.0-cp310-cp310-win_arm64.whl (283.9 kB view details)

Uploaded CPython 3.10Windows ARM64

docling_metrics_text-0.15.0-cp310-cp310-win_amd64.whl (304.9 kB view details)

Uploaded CPython 3.10Windows x86-64

docling_metrics_text-0.15.0-cp310-cp310-musllinux_1_2_x86_64.whl (2.0 MB view details)

Uploaded CPython 3.10musllinux: musl 1.2+ x86-64

docling_metrics_text-0.15.0-cp310-cp310-musllinux_1_2_aarch64.whl (1.9 MB view details)

Uploaded CPython 3.10musllinux: musl 1.2+ ARM64

docling_metrics_text-0.15.0-cp310-cp310-manylinux_2_27_x86_64.manylinux_2_28_x86_64.whl (1.0 MB view details)

Uploaded CPython 3.10manylinux: glibc 2.27+ x86-64manylinux: glibc 2.28+ x86-64

docling_metrics_text-0.15.0-cp310-cp310-manylinux_2_26_aarch64.manylinux_2_28_aarch64.whl (987.0 kB view details)

Uploaded CPython 3.10manylinux: glibc 2.26+ ARM64manylinux: glibc 2.28+ ARM64

docling_metrics_text-0.15.0-cp310-cp310-macosx_11_0_arm64.whl (802.7 kB view details)

Uploaded CPython 3.10macOS 11.0+ ARM64

File details

Details for the file docling_metrics_text-0.15.0.tar.gz.

File metadata

  • Download URL: docling_metrics_text-0.15.0.tar.gz
  • Upload date:
  • Size: 48.9 kB
  • Tags: Source
  • Uploaded using Trusted Publishing? Yes
  • Uploaded via: twine/7.0.0 CPython/3.13.14

File hashes

Hashes for docling_metrics_text-0.15.0.tar.gz
Algorithm Hash digest
SHA256 df34688e1bd86aae3c85762d606026369a50649272b2c6de9686b8693ce3cf70
MD5 11385efa2031864551718adb2ab74e30
BLAKE2b-256 023275de530817edbe2b3a0417d7b206dab8e27f709d6812bf4fa7adb2ebbab7

See more details on using hashes here.

Provenance

The following attestation bundles were made for docling_metrics_text-0.15.0.tar.gz:

Publisher: pypi.yml on docling-project/docling-metrics

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

File details

Details for the file docling_metrics_text-0.15.0-cp314-cp314-win_arm64.whl.

File metadata

File hashes

Hashes for docling_metrics_text-0.15.0-cp314-cp314-win_arm64.whl
Algorithm Hash digest
SHA256 699f7f8fc10ae19dcc6a9ce8afb8b157011a7a7bf469231bc433676b825501b5
MD5 6cbec76c1f6bc8d059f63438055ee364
BLAKE2b-256 04c9bc81b2810d023665dce33552c99fa1bfb806eee22c5c8b2d0bcb696ca9aa

See more details on using hashes here.

Provenance

The following attestation bundles were made for docling_metrics_text-0.15.0-cp314-cp314-win_arm64.whl:

Publisher: pypi.yml on docling-project/docling-metrics

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

File details

Details for the file docling_metrics_text-0.15.0-cp314-cp314-win_amd64.whl.

File metadata

File hashes

Hashes for docling_metrics_text-0.15.0-cp314-cp314-win_amd64.whl
Algorithm Hash digest
SHA256 645e33758faff3a6fd4f08e555023c6cde890d3bc3b3ae4697b778576062dc6f
MD5 cb27633d246c794c8930fcf344022696
BLAKE2b-256 39770e007870234ad1fb7bfa5cd098b86c81294b26fe22748983aa91a8ea1f66

See more details on using hashes here.

Provenance

The following attestation bundles were made for docling_metrics_text-0.15.0-cp314-cp314-win_amd64.whl:

Publisher: pypi.yml on docling-project/docling-metrics

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

File details

Details for the file docling_metrics_text-0.15.0-cp314-cp314-musllinux_1_2_x86_64.whl.

File metadata

File hashes

Hashes for docling_metrics_text-0.15.0-cp314-cp314-musllinux_1_2_x86_64.whl
Algorithm Hash digest
SHA256 c80532a5d3104a1bef1a56984e960bd602014efd7bf2a7f7f9edfaa84425fc2e
MD5 0043a99a704a2d9427e8af63d14ec51a
BLAKE2b-256 72b1ff4dd9c1e3cdef2bf10af950feba6d3ef1ecc137b8622e842dbff38faece

See more details on using hashes here.

Provenance

The following attestation bundles were made for docling_metrics_text-0.15.0-cp314-cp314-musllinux_1_2_x86_64.whl:

Publisher: pypi.yml on docling-project/docling-metrics

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

File details

Details for the file docling_metrics_text-0.15.0-cp314-cp314-musllinux_1_2_aarch64.whl.

File metadata

File hashes

Hashes for docling_metrics_text-0.15.0-cp314-cp314-musllinux_1_2_aarch64.whl
Algorithm Hash digest
SHA256 cfb663b99cc4229eab74fcbdffd36ab34dbf3d85433cc19550abaabf72c01403
MD5 bb970f9ef8b4006e5b71e8a6383e48d2
BLAKE2b-256 d9df849573a2a02df6b82d0d123ebefb5dc9bb14059b4ae0078a03bfce55ba8c

See more details on using hashes here.

Provenance

The following attestation bundles were made for docling_metrics_text-0.15.0-cp314-cp314-musllinux_1_2_aarch64.whl:

Publisher: pypi.yml on docling-project/docling-metrics

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

File details

Details for the file docling_metrics_text-0.15.0-cp314-cp314-manylinux_2_27_x86_64.manylinux_2_28_x86_64.whl.

File metadata

File hashes

Hashes for docling_metrics_text-0.15.0-cp314-cp314-manylinux_2_27_x86_64.manylinux_2_28_x86_64.whl
Algorithm Hash digest
SHA256 76634b76cf361334f1fc34f27270ebcbda61ac7af9d08ffef2d5ff3d90feeaa8
MD5 a35b14f4a944dff0601647c1220863cd
BLAKE2b-256 4be83241273c084c8bdb502b44379b559f4caae9baaacf6dcb7fa8f81ed27d57

See more details on using hashes here.

Provenance

The following attestation bundles were made for docling_metrics_text-0.15.0-cp314-cp314-manylinux_2_27_x86_64.manylinux_2_28_x86_64.whl:

Publisher: pypi.yml on docling-project/docling-metrics

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

File details

Details for the file docling_metrics_text-0.15.0-cp314-cp314-manylinux_2_26_aarch64.manylinux_2_28_aarch64.whl.

File metadata

File hashes

Hashes for docling_metrics_text-0.15.0-cp314-cp314-manylinux_2_26_aarch64.manylinux_2_28_aarch64.whl
Algorithm Hash digest
SHA256 e2fa2f0a4990c734277c927a5705b833a9721246f8b609862b2554a11f2ce8bc
MD5 6148eb090a3b303ae39ff167ca1e3917
BLAKE2b-256 09a29640aba4a4f327defcabbe894f0f277344df78155019101f7505354e349b

See more details on using hashes here.

Provenance

The following attestation bundles were made for docling_metrics_text-0.15.0-cp314-cp314-manylinux_2_26_aarch64.manylinux_2_28_aarch64.whl:

Publisher: pypi.yml on docling-project/docling-metrics

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

File details

Details for the file docling_metrics_text-0.15.0-cp314-cp314-macosx_11_0_arm64.whl.

File metadata

File hashes

Hashes for docling_metrics_text-0.15.0-cp314-cp314-macosx_11_0_arm64.whl
Algorithm Hash digest
SHA256 549e5ecd6e98b73de44b072e46db80f1ac99015cb3a35f95b50045bd38ea3556
MD5 38b43f6177931eddc56bf85d41efef7e
BLAKE2b-256 699e69866965518ab9b627e6f7390c91fc327f49ae362ec0228381a55bd6a3e1

See more details on using hashes here.

Provenance

The following attestation bundles were made for docling_metrics_text-0.15.0-cp314-cp314-macosx_11_0_arm64.whl:

Publisher: pypi.yml on docling-project/docling-metrics

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

File details

Details for the file docling_metrics_text-0.15.0-cp313-cp313-win_arm64.whl.

File metadata

File hashes

Hashes for docling_metrics_text-0.15.0-cp313-cp313-win_arm64.whl
Algorithm Hash digest
SHA256 41760a3b8d3d01e09360d0918b659c11c9f090d65f4fd6b421fbcd225b8443fb
MD5 6fe4cb50b4f4b0b33207f25d8d5f1dcf
BLAKE2b-256 54ceb33538a9392ad87cd3c6101e49c2bffc030de54c1f6881e14c3b73a7a109

See more details on using hashes here.

Provenance

The following attestation bundles were made for docling_metrics_text-0.15.0-cp313-cp313-win_arm64.whl:

Publisher: pypi.yml on docling-project/docling-metrics

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

File details

Details for the file docling_metrics_text-0.15.0-cp313-cp313-win_amd64.whl.

File metadata

File hashes

Hashes for docling_metrics_text-0.15.0-cp313-cp313-win_amd64.whl
Algorithm Hash digest
SHA256 3a72ce447892b63c024af7992824d284229ca9b144363a7acb6173b8ab2d2f5a
MD5 fae27a3a20cad4c7d2cc4f202506e4fb
BLAKE2b-256 3d6bda3467c0ddbc07626379dadb1767b9fb570661ebc2fdb3d5eb3be39f2b36

See more details on using hashes here.

Provenance

The following attestation bundles were made for docling_metrics_text-0.15.0-cp313-cp313-win_amd64.whl:

Publisher: pypi.yml on docling-project/docling-metrics

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

File details

Details for the file docling_metrics_text-0.15.0-cp313-cp313-musllinux_1_2_x86_64.whl.

File metadata

File hashes

Hashes for docling_metrics_text-0.15.0-cp313-cp313-musllinux_1_2_x86_64.whl
Algorithm Hash digest
SHA256 f1374450c37fda52600661d3969e0089f644bbfc91593671408795e8063c257b
MD5 eed3c3b20186e319d6a8604c9c6512f4
BLAKE2b-256 03656db158137c5703cb6f90aca9ec8b665d4e1f358730c8de8585cb27a2e76d

See more details on using hashes here.

Provenance

The following attestation bundles were made for docling_metrics_text-0.15.0-cp313-cp313-musllinux_1_2_x86_64.whl:

Publisher: pypi.yml on docling-project/docling-metrics

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

File details

Details for the file docling_metrics_text-0.15.0-cp313-cp313-musllinux_1_2_aarch64.whl.

File metadata

File hashes

Hashes for docling_metrics_text-0.15.0-cp313-cp313-musllinux_1_2_aarch64.whl
Algorithm Hash digest
SHA256 fcaebd158b95db76422011e67b8c4fc4234d220b620b94ce153a27b72a8568b4
MD5 c566ef2f97b298a277810f24193c3579
BLAKE2b-256 6d2146c1fe66bf379ffbe8f1c9a41e97220b556d3b7737fba068bdc7290071c3

See more details on using hashes here.

Provenance

The following attestation bundles were made for docling_metrics_text-0.15.0-cp313-cp313-musllinux_1_2_aarch64.whl:

Publisher: pypi.yml on docling-project/docling-metrics

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

File details

Details for the file docling_metrics_text-0.15.0-cp313-cp313-manylinux_2_27_x86_64.manylinux_2_28_x86_64.whl.

File metadata

File hashes

Hashes for docling_metrics_text-0.15.0-cp313-cp313-manylinux_2_27_x86_64.manylinux_2_28_x86_64.whl
Algorithm Hash digest
SHA256 c2492cb628bd83bac536299f713ebf670dd7857f0f2557e762b2236a53235ff4
MD5 2015a865919428925a7a035804527224
BLAKE2b-256 b0b4b4ee83fb386fe969043ba19643060c7b29213e879e71f5eacfa239275a4b

See more details on using hashes here.

Provenance

The following attestation bundles were made for docling_metrics_text-0.15.0-cp313-cp313-manylinux_2_27_x86_64.manylinux_2_28_x86_64.whl:

Publisher: pypi.yml on docling-project/docling-metrics

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

File details

Details for the file docling_metrics_text-0.15.0-cp313-cp313-manylinux_2_26_aarch64.manylinux_2_28_aarch64.whl.

File metadata

File hashes

Hashes for docling_metrics_text-0.15.0-cp313-cp313-manylinux_2_26_aarch64.manylinux_2_28_aarch64.whl
Algorithm Hash digest
SHA256 133057246df968f3bf645d819c4e894b987606ce583356d2d7321001fc0d28c2
MD5 6467c503e609c86c38b1ca9d91734e44
BLAKE2b-256 525317851042491bbfc66384b5f315e6c1f145d1c6d97a14888c7ac6d3881d70

See more details on using hashes here.

Provenance

The following attestation bundles were made for docling_metrics_text-0.15.0-cp313-cp313-manylinux_2_26_aarch64.manylinux_2_28_aarch64.whl:

Publisher: pypi.yml on docling-project/docling-metrics

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

File details

Details for the file docling_metrics_text-0.15.0-cp313-cp313-macosx_11_0_arm64.whl.

File metadata

File hashes

Hashes for docling_metrics_text-0.15.0-cp313-cp313-macosx_11_0_arm64.whl
Algorithm Hash digest
SHA256 251fd600ab7a314ed461df07b5ab4799364b49363d25ce3f9f1f57ca75022c3a
MD5 9bd3f6aeb64f6d58c1017cc239b21ac3
BLAKE2b-256 2be7ea2c0f03000625513942c43aa24042bbf62f98502d17073e593f434592fd

See more details on using hashes here.

Provenance

The following attestation bundles were made for docling_metrics_text-0.15.0-cp313-cp313-macosx_11_0_arm64.whl:

Publisher: pypi.yml on docling-project/docling-metrics

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

File details

Details for the file docling_metrics_text-0.15.0-cp312-cp312-win_arm64.whl.

File metadata

File hashes

Hashes for docling_metrics_text-0.15.0-cp312-cp312-win_arm64.whl
Algorithm Hash digest
SHA256 f05d9bb091fbe48488f658659d3cefc94afca71fee99253d40aeaae9fe3bc07e
MD5 ef0555a3c4d9d5faa36a4d37cb92fed5
BLAKE2b-256 289dcedf6217182a98792576084c6aa99243ad04bf3bfe79b73db94ae639e381

See more details on using hashes here.

Provenance

The following attestation bundles were made for docling_metrics_text-0.15.0-cp312-cp312-win_arm64.whl:

Publisher: pypi.yml on docling-project/docling-metrics

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

File details

Details for the file docling_metrics_text-0.15.0-cp312-cp312-win_amd64.whl.

File metadata

File hashes

Hashes for docling_metrics_text-0.15.0-cp312-cp312-win_amd64.whl
Algorithm Hash digest
SHA256 6063de031826dc3649c024b91220cdab48cc8e9565937f2a691a8aeb33585d49
MD5 ae460b5665be49cdb0e33c51f676c88e
BLAKE2b-256 e7643d975a77e1e06365815abf3a78c5d238c807498f008a1153bb57a2929c77

See more details on using hashes here.

Provenance

The following attestation bundles were made for docling_metrics_text-0.15.0-cp312-cp312-win_amd64.whl:

Publisher: pypi.yml on docling-project/docling-metrics

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

File details

Details for the file docling_metrics_text-0.15.0-cp312-cp312-musllinux_1_2_x86_64.whl.

File metadata

File hashes

Hashes for docling_metrics_text-0.15.0-cp312-cp312-musllinux_1_2_x86_64.whl
Algorithm Hash digest
SHA256 a53d5b4fb4c4c855ee76b1069df8232ea658cae34a8d5bb241a61145cf3edbac
MD5 bf6d8e0b15895e1be92551a88263ca1b
BLAKE2b-256 1d7f630bdadbf5e35dacb676e8a891a22fa9df0ada0903e9cb0d5c94af0e0789

See more details on using hashes here.

Provenance

The following attestation bundles were made for docling_metrics_text-0.15.0-cp312-cp312-musllinux_1_2_x86_64.whl:

Publisher: pypi.yml on docling-project/docling-metrics

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

File details

Details for the file docling_metrics_text-0.15.0-cp312-cp312-musllinux_1_2_aarch64.whl.

File metadata

File hashes

Hashes for docling_metrics_text-0.15.0-cp312-cp312-musllinux_1_2_aarch64.whl
Algorithm Hash digest
SHA256 f21637c2a94846ae7cd2a0a331766fd89c08d0b0a75e34186ce3fc5492be4fd3
MD5 252f2f4b79df91f04914a142424c9e02
BLAKE2b-256 5b25fb5506add70aa958df129bb24766777ac118663d4d56f0219f1f29f1cfbd

See more details on using hashes here.

Provenance

The following attestation bundles were made for docling_metrics_text-0.15.0-cp312-cp312-musllinux_1_2_aarch64.whl:

Publisher: pypi.yml on docling-project/docling-metrics

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

File details

Details for the file docling_metrics_text-0.15.0-cp312-cp312-manylinux_2_27_x86_64.manylinux_2_28_x86_64.whl.

File metadata

File hashes

Hashes for docling_metrics_text-0.15.0-cp312-cp312-manylinux_2_27_x86_64.manylinux_2_28_x86_64.whl
Algorithm Hash digest
SHA256 2bf576b714e4f3e6a498fc46e7df6b8e3142a3a6a696d38daea0ea82fd34b7b2
MD5 ea419adcfc41cbb1afaea7e359a966f6
BLAKE2b-256 e31afd9d568a62a89558bddaf584674706a718fc508d673cdb36e074664367bf

See more details on using hashes here.

Provenance

The following attestation bundles were made for docling_metrics_text-0.15.0-cp312-cp312-manylinux_2_27_x86_64.manylinux_2_28_x86_64.whl:

Publisher: pypi.yml on docling-project/docling-metrics

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

File details

Details for the file docling_metrics_text-0.15.0-cp312-cp312-manylinux_2_26_aarch64.manylinux_2_28_aarch64.whl.

File metadata

File hashes

Hashes for docling_metrics_text-0.15.0-cp312-cp312-manylinux_2_26_aarch64.manylinux_2_28_aarch64.whl
Algorithm Hash digest
SHA256 cfe65cb2ccb54c434f2145d0ede0cff019b4bab59537d42ce3026e53fb14929e
MD5 02763f3f27c0b876cb8cdf5177023da8
BLAKE2b-256 cf9a2aadeb3a7dee1aefa15dfe11e0938fcddde5567479e2a4c7245f9d9efb97

See more details on using hashes here.

Provenance

The following attestation bundles were made for docling_metrics_text-0.15.0-cp312-cp312-manylinux_2_26_aarch64.manylinux_2_28_aarch64.whl:

Publisher: pypi.yml on docling-project/docling-metrics

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

File details

Details for the file docling_metrics_text-0.15.0-cp312-cp312-macosx_11_0_arm64.whl.

File metadata

File hashes

Hashes for docling_metrics_text-0.15.0-cp312-cp312-macosx_11_0_arm64.whl
Algorithm Hash digest
SHA256 fc99f7b152c6c51d5356b711e7b878efbcbe1a4f97894f23fa4770cda8bbb25d
MD5 22441b47c675e6a1c9907090740371d8
BLAKE2b-256 c1dc3ebbcf2282af0078926e31b505123c0972c5badc93f35bdfab17da5eafc9

See more details on using hashes here.

Provenance

The following attestation bundles were made for docling_metrics_text-0.15.0-cp312-cp312-macosx_11_0_arm64.whl:

Publisher: pypi.yml on docling-project/docling-metrics

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

File details

Details for the file docling_metrics_text-0.15.0-cp311-cp311-win_arm64.whl.

File metadata

File hashes

Hashes for docling_metrics_text-0.15.0-cp311-cp311-win_arm64.whl
Algorithm Hash digest
SHA256 79f0dde22e234ea4579d5194816b1a61db1192377412089d0fae2f75652ae864
MD5 9160a79f2a7c53916ff169d16f686d90
BLAKE2b-256 900bacec9e75820fda5be71b4eb46ff675e73713697c6f74a0c21cbf4f8bb1f5

See more details on using hashes here.

Provenance

The following attestation bundles were made for docling_metrics_text-0.15.0-cp311-cp311-win_arm64.whl:

Publisher: pypi.yml on docling-project/docling-metrics

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

File details

Details for the file docling_metrics_text-0.15.0-cp311-cp311-win_amd64.whl.

File metadata

File hashes

Hashes for docling_metrics_text-0.15.0-cp311-cp311-win_amd64.whl
Algorithm Hash digest
SHA256 189303b8cfe62c6c98ad0a99c0b204f9a4b4e43fbf34928b283378535742f3ab
MD5 94d30bde32d1de29362ea522e0051c90
BLAKE2b-256 90f7ee2701c9702789765a77db2e09c51e6e288c71f6135d4aefca4f0eb0a9c2

See more details on using hashes here.

Provenance

The following attestation bundles were made for docling_metrics_text-0.15.0-cp311-cp311-win_amd64.whl:

Publisher: pypi.yml on docling-project/docling-metrics

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

File details

Details for the file docling_metrics_text-0.15.0-cp311-cp311-musllinux_1_2_x86_64.whl.

File metadata

File hashes

Hashes for docling_metrics_text-0.15.0-cp311-cp311-musllinux_1_2_x86_64.whl
Algorithm Hash digest
SHA256 58344356d7a5efc327f1fd29e009df7c7dfd8689303ec3cda3e7f95ef03acbb5
MD5 e0ac97a280aee2dd94a8a9309a60ce4b
BLAKE2b-256 b93107a47a14feb5d0b5aa8c649fc845ddb4be582ec44b32dfc88f67d9f9f20e

See more details on using hashes here.

Provenance

The following attestation bundles were made for docling_metrics_text-0.15.0-cp311-cp311-musllinux_1_2_x86_64.whl:

Publisher: pypi.yml on docling-project/docling-metrics

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

File details

Details for the file docling_metrics_text-0.15.0-cp311-cp311-musllinux_1_2_aarch64.whl.

File metadata

File hashes

Hashes for docling_metrics_text-0.15.0-cp311-cp311-musllinux_1_2_aarch64.whl
Algorithm Hash digest
SHA256 12fef834d1a74c3040e084ee533501a1bab545b4335dc93a250b42a1c02dbc0e
MD5 ddd978b3b8455c09c68e03368982a35b
BLAKE2b-256 5bae6fb0bc04e07e4360ecba153280c8d6a5c36be972b4625a7038ee8f534ee9

See more details on using hashes here.

Provenance

The following attestation bundles were made for docling_metrics_text-0.15.0-cp311-cp311-musllinux_1_2_aarch64.whl:

Publisher: pypi.yml on docling-project/docling-metrics

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

File details

Details for the file docling_metrics_text-0.15.0-cp311-cp311-manylinux_2_27_x86_64.manylinux_2_28_x86_64.whl.

File metadata

File hashes

Hashes for docling_metrics_text-0.15.0-cp311-cp311-manylinux_2_27_x86_64.manylinux_2_28_x86_64.whl
Algorithm Hash digest
SHA256 1fecc5954b1b99df2f8dbb8e30ed7e713a68ea24fcdf6ad232dff5ff3f73899f
MD5 781e572c23a4fadf6594da8fc5182747
BLAKE2b-256 b019d2086c5f9343059b691f6b80a4dbfde811f82b2bb5a0216ef2428bb423ff

See more details on using hashes here.

Provenance

The following attestation bundles were made for docling_metrics_text-0.15.0-cp311-cp311-manylinux_2_27_x86_64.manylinux_2_28_x86_64.whl:

Publisher: pypi.yml on docling-project/docling-metrics

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

File details

Details for the file docling_metrics_text-0.15.0-cp311-cp311-manylinux_2_26_aarch64.manylinux_2_28_aarch64.whl.

File metadata

File hashes

Hashes for docling_metrics_text-0.15.0-cp311-cp311-manylinux_2_26_aarch64.manylinux_2_28_aarch64.whl
Algorithm Hash digest
SHA256 dc910f2e16bca97375a293dd9250749ffda1c9e43db6c7e1f4a5ad08c0f99cc9
MD5 89ffb72e1164c433b155729dd5a0b483
BLAKE2b-256 a1498238c324be5755a324447277d137fac5ffdf8f95f1cff60e1492974d1a6d

See more details on using hashes here.

Provenance

The following attestation bundles were made for docling_metrics_text-0.15.0-cp311-cp311-manylinux_2_26_aarch64.manylinux_2_28_aarch64.whl:

Publisher: pypi.yml on docling-project/docling-metrics

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

File details

Details for the file docling_metrics_text-0.15.0-cp311-cp311-macosx_11_0_arm64.whl.

File metadata

File hashes

Hashes for docling_metrics_text-0.15.0-cp311-cp311-macosx_11_0_arm64.whl
Algorithm Hash digest
SHA256 71cf56a7453148bf9bfa7cd811dbf80143a3f70360d8912735158a19d3780691
MD5 24563344f02cd7fd41ab036dcfca55b6
BLAKE2b-256 3c7cc9e86b867d5377b667af4916348548017572f76be49ab3e5fa4018106153

See more details on using hashes here.

Provenance

The following attestation bundles were made for docling_metrics_text-0.15.0-cp311-cp311-macosx_11_0_arm64.whl:

Publisher: pypi.yml on docling-project/docling-metrics

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

File details

Details for the file docling_metrics_text-0.15.0-cp310-cp310-win_arm64.whl.

File metadata

File hashes

Hashes for docling_metrics_text-0.15.0-cp310-cp310-win_arm64.whl
Algorithm Hash digest
SHA256 bdbabf5c266d9b883e59b57aafe1913b1e8c58825545c746d927f160e68c83b3
MD5 20173d2f807a3784b663a1042c261a64
BLAKE2b-256 39b0114dfbeafb869d8e7d886a0f94625ff59806c6a70074176b953580b368cb

See more details on using hashes here.

Provenance

The following attestation bundles were made for docling_metrics_text-0.15.0-cp310-cp310-win_arm64.whl:

Publisher: pypi.yml on docling-project/docling-metrics

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

File details

Details for the file docling_metrics_text-0.15.0-cp310-cp310-win_amd64.whl.

File metadata

File hashes

Hashes for docling_metrics_text-0.15.0-cp310-cp310-win_amd64.whl
Algorithm Hash digest
SHA256 144da43e3b47d2261a5b6cff4da70f4c84ffc44b354e5329c75a5e9fde1fe1d7
MD5 d6931f36dfe10d56f778c1ac36c2606b
BLAKE2b-256 54f999750ab0d9f83a765c1247e7506ad2dee03a4e993d290c07f4cb84782740

See more details on using hashes here.

Provenance

The following attestation bundles were made for docling_metrics_text-0.15.0-cp310-cp310-win_amd64.whl:

Publisher: pypi.yml on docling-project/docling-metrics

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

File details

Details for the file docling_metrics_text-0.15.0-cp310-cp310-musllinux_1_2_x86_64.whl.

File metadata

File hashes

Hashes for docling_metrics_text-0.15.0-cp310-cp310-musllinux_1_2_x86_64.whl
Algorithm Hash digest
SHA256 f14b97fe8d16c9f030f7c9165d516d37cb7b1c9e3cbe88a1ad6f71d1f04a3299
MD5 649f2730a5ab1709638354eaa237d20a
BLAKE2b-256 bcf274125f43e3f0b8c4975e8543add95f2d63706932be98f1957400c733441d

See more details on using hashes here.

Provenance

The following attestation bundles were made for docling_metrics_text-0.15.0-cp310-cp310-musllinux_1_2_x86_64.whl:

Publisher: pypi.yml on docling-project/docling-metrics

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

File details

Details for the file docling_metrics_text-0.15.0-cp310-cp310-musllinux_1_2_aarch64.whl.

File metadata

File hashes

Hashes for docling_metrics_text-0.15.0-cp310-cp310-musllinux_1_2_aarch64.whl
Algorithm Hash digest
SHA256 8c0941d32696c9eb017200d0862c382e0b17d22bd6eea005ef557c31a2359777
MD5 0b7d393b4f7e83b75655a627ba9a0cd0
BLAKE2b-256 9e552451951d762778d4449e492d982c336ae360b9876e606e3a688acc233a68

See more details on using hashes here.

Provenance

The following attestation bundles were made for docling_metrics_text-0.15.0-cp310-cp310-musllinux_1_2_aarch64.whl:

Publisher: pypi.yml on docling-project/docling-metrics

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

File details

Details for the file docling_metrics_text-0.15.0-cp310-cp310-manylinux_2_27_x86_64.manylinux_2_28_x86_64.whl.

File metadata

File hashes

Hashes for docling_metrics_text-0.15.0-cp310-cp310-manylinux_2_27_x86_64.manylinux_2_28_x86_64.whl
Algorithm Hash digest
SHA256 426ee91fb936ddd946684325d3d05e35f58e9e3a05527940937aef802a85a571
MD5 0d22aba833f775d495a0177cea3c1b0f
BLAKE2b-256 42105b2244ad7a8b592669f12ae252a881ebf6277e841d0014d7c4cf31e8e695

See more details on using hashes here.

Provenance

The following attestation bundles were made for docling_metrics_text-0.15.0-cp310-cp310-manylinux_2_27_x86_64.manylinux_2_28_x86_64.whl:

Publisher: pypi.yml on docling-project/docling-metrics

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

File details

Details for the file docling_metrics_text-0.15.0-cp310-cp310-manylinux_2_26_aarch64.manylinux_2_28_aarch64.whl.

File metadata

File hashes

Hashes for docling_metrics_text-0.15.0-cp310-cp310-manylinux_2_26_aarch64.manylinux_2_28_aarch64.whl
Algorithm Hash digest
SHA256 887061a61402df5e157ad94bc902cbb512539bcd8eae32093ebd9693f6e3076e
MD5 32c80599c747eb2e340b96fea59f80f3
BLAKE2b-256 53bc98a7460ee86d642be5369e8d5a0b0de3e423f194286099b6c2c458d7baaf

See more details on using hashes here.

Provenance

The following attestation bundles were made for docling_metrics_text-0.15.0-cp310-cp310-manylinux_2_26_aarch64.manylinux_2_28_aarch64.whl:

Publisher: pypi.yml on docling-project/docling-metrics

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

File details

Details for the file docling_metrics_text-0.15.0-cp310-cp310-macosx_11_0_arm64.whl.

File metadata

File hashes

Hashes for docling_metrics_text-0.15.0-cp310-cp310-macosx_11_0_arm64.whl
Algorithm Hash digest
SHA256 f90ccaf4e62d1107ded6d091cf09368c14e19d04aacef9a10878037c789b970f
MD5 37a61d3026dc6e0488c91442f2b02d3a
BLAKE2b-256 d9f6b6dea19a0d7618d1b6d98be11bfdf64e17bb298e566ef5083baf94d3d7ab

See more details on using hashes here.

Provenance

The following attestation bundles were made for docling_metrics_text-0.15.0-cp310-cp310-macosx_11_0_arm64.whl:

Publisher: pypi.yml on docling-project/docling-metrics

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

Release history Release notifications | RSS feed

This release

0.15.0 This release

36 files

0.11.0

29 files

0.8.0

29 files

0.5.0

2 files

Anthropic, PBC Visionary sponsor Bloomberg Visionary sponsor Hudson River Trading Visionary sponsor Meta Visionary sponsor NVIDIA Visionary sponsor Microsoft Sustainability sponsor Depot Continuous Integration AWS Cloud computing and Security Sponsor Datadog Monitoring Fastly CDN Google Download Analytics Sentry Error logging StatusPage Status page