Skip to main content

Cython implementation of UBPE tokenization algorithm (C++ backend).

Project description

ubpe-cython

Cython implementation with C++ backend of the Universal Byte Pair Encoding Tokenizer.

C++ implementation is complete, except of serialization and deserialization (that are completely on Python's side), so it can be used natively in C++. Cython just provides only interface to the C++ implementation and wrappers to provide the same interfaces over implementations.

The package is a part of the general ubpe package, where I divided general import and implementations, because I'm planning to provide other implementations as well. So the package should not be directly installed. Please, use pip install ubpe[cython] instead.

Contribution

If you know how to improve the code, especially how to make it faster, fill free to contribute.

Project details


Download files

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

Source Distributions

No source distribution files available for this release.See tutorial on generating distribution archives.

Built Distributions

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

ubpe_cython-0.3.0rc6-cp314-cp314-win_arm64.whl (3.1 kB view details)

Uploaded CPython 3.14Windows ARM64

ubpe_cython-0.3.0rc6-cp314-cp314-win_amd64.whl (3.8 kB view details)

Uploaded CPython 3.14Windows x86-64

ubpe_cython-0.3.0rc6-cp314-cp314-manylinux_2_39_x86_64.whl (391.5 kB view details)

Uploaded CPython 3.14manylinux: glibc 2.39+ x86-64

ubpe_cython-0.3.0rc6-cp314-cp314-manylinux_2_39_aarch64.whl (363.9 kB view details)

Uploaded CPython 3.14manylinux: glibc 2.39+ ARM64

ubpe_cython-0.3.0rc6-cp314-cp314-manylinux_2_35_x86_64.whl (390.4 kB view details)

Uploaded CPython 3.14manylinux: glibc 2.35+ x86-64

ubpe_cython-0.3.0rc6-cp314-cp314-manylinux_2_35_aarch64.whl (357.3 kB view details)

Uploaded CPython 3.14manylinux: glibc 2.35+ ARM64

ubpe_cython-0.3.0rc6-cp314-cp314-macosx_15_0_x86_64.whl (361.0 kB view details)

Uploaded CPython 3.14macOS 15.0+ x86-64

ubpe_cython-0.3.0rc6-cp314-cp314-macosx_15_0_arm64.whl (321.6 kB view details)

Uploaded CPython 3.14macOS 15.0+ ARM64

ubpe_cython-0.3.0rc6-cp313-cp313-win_arm64.whl (3.1 kB view details)

Uploaded CPython 3.13Windows ARM64

ubpe_cython-0.3.0rc6-cp313-cp313-win_amd64.whl (3.8 kB view details)

Uploaded CPython 3.13Windows x86-64

ubpe_cython-0.3.0rc6-cp313-cp313-manylinux_2_39_x86_64.whl (391.7 kB view details)

Uploaded CPython 3.13manylinux: glibc 2.39+ x86-64

ubpe_cython-0.3.0rc6-cp313-cp313-manylinux_2_39_aarch64.whl (363.0 kB view details)

Uploaded CPython 3.13manylinux: glibc 2.39+ ARM64

ubpe_cython-0.3.0rc6-cp313-cp313-manylinux_2_35_x86_64.whl (390.3 kB view details)

Uploaded CPython 3.13manylinux: glibc 2.35+ x86-64

ubpe_cython-0.3.0rc6-cp313-cp313-manylinux_2_35_aarch64.whl (355.5 kB view details)

Uploaded CPython 3.13manylinux: glibc 2.35+ ARM64

ubpe_cython-0.3.0rc6-cp313-cp313-macosx_15_0_x86_64.whl (361.0 kB view details)

Uploaded CPython 3.13macOS 15.0+ x86-64

ubpe_cython-0.3.0rc6-cp313-cp313-macosx_15_0_arm64.whl (319.5 kB view details)

Uploaded CPython 3.13macOS 15.0+ ARM64

ubpe_cython-0.3.0rc6-cp312-cp312-win_arm64.whl (3.1 kB view details)

Uploaded CPython 3.12Windows ARM64

ubpe_cython-0.3.0rc6-cp312-cp312-win_amd64.whl (3.8 kB view details)

Uploaded CPython 3.12Windows x86-64

ubpe_cython-0.3.0rc6-cp312-cp312-manylinux_2_39_x86_64.whl (387.6 kB view details)

Uploaded CPython 3.12manylinux: glibc 2.39+ x86-64

ubpe_cython-0.3.0rc6-cp312-cp312-manylinux_2_39_aarch64.whl (359.7 kB view details)

Uploaded CPython 3.12manylinux: glibc 2.39+ ARM64

ubpe_cython-0.3.0rc6-cp312-cp312-manylinux_2_35_x86_64.whl (386.6 kB view details)

Uploaded CPython 3.12manylinux: glibc 2.35+ x86-64

ubpe_cython-0.3.0rc6-cp312-cp312-manylinux_2_35_aarch64.whl (353.6 kB view details)

Uploaded CPython 3.12manylinux: glibc 2.35+ ARM64

ubpe_cython-0.3.0rc6-cp312-cp312-macosx_15_0_x86_64.whl (355.1 kB view details)

Uploaded CPython 3.12macOS 15.0+ x86-64

ubpe_cython-0.3.0rc6-cp312-cp312-macosx_15_0_arm64.whl (316.0 kB view details)

Uploaded CPython 3.12macOS 15.0+ ARM64

File details

Details for the file ubpe_cython-0.3.0rc6-cp314-cp314-win_arm64.whl.

File metadata

File hashes

Hashes for ubpe_cython-0.3.0rc6-cp314-cp314-win_arm64.whl
Algorithm Hash digest
SHA256 82826c6899b15d73ec42efb1ba865cea3633d4b5b525b8ef6f648fc5d6172682
MD5 4958ab7f74f93573ffcc3d64a827b035
BLAKE2b-256 ea2c7b3ddf8416bf403e93cf4aa8bdef9313097a2dc121b9664c4f167289fcc4

See more details on using hashes here.

Provenance

The following attestation bundles were made for ubpe_cython-0.3.0rc6-cp314-cp314-win_arm64.whl:

Publisher: pypi-publish.yml on Scurrra/ubpe-cython

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

File details

Details for the file ubpe_cython-0.3.0rc6-cp314-cp314-win_amd64.whl.

File metadata

File hashes

Hashes for ubpe_cython-0.3.0rc6-cp314-cp314-win_amd64.whl
Algorithm Hash digest
SHA256 305ef051e44ac1f5a483271738e0bcd19c9dcffd80842d760a4d1d8aa4a75589
MD5 bdf74f24b430604ca853b546a504b4cc
BLAKE2b-256 201e920541275c422dadefae0fb6e16bf4deb3ca81aeba5a2b53350bf67d49a9

See more details on using hashes here.

Provenance

The following attestation bundles were made for ubpe_cython-0.3.0rc6-cp314-cp314-win_amd64.whl:

Publisher: pypi-publish.yml on Scurrra/ubpe-cython

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

File details

Details for the file ubpe_cython-0.3.0rc6-cp314-cp314-manylinux_2_39_x86_64.whl.

File metadata

File hashes

Hashes for ubpe_cython-0.3.0rc6-cp314-cp314-manylinux_2_39_x86_64.whl
Algorithm Hash digest
SHA256 6365477facdbb621a261583fb91b141e81f1766052de065ec721f9ea4365ea3a
MD5 8636491fd1868f56243f1618d803be64
BLAKE2b-256 eaab68d38dd310611506e71188b1ae13279e166a1242a08a2173d0aa2e890d3f

See more details on using hashes here.

Provenance

The following attestation bundles were made for ubpe_cython-0.3.0rc6-cp314-cp314-manylinux_2_39_x86_64.whl:

Publisher: pypi-publish.yml on Scurrra/ubpe-cython

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

File details

Details for the file ubpe_cython-0.3.0rc6-cp314-cp314-manylinux_2_39_aarch64.whl.

File metadata

File hashes

Hashes for ubpe_cython-0.3.0rc6-cp314-cp314-manylinux_2_39_aarch64.whl
Algorithm Hash digest
SHA256 63ad4c92ea71269adc7261d68a68cfdd8e80738868b6cccb4747278dcbe66479
MD5 a7409704b8fe44842a3a392ede55d6c9
BLAKE2b-256 9a6a5fdfc155100ede72b1e0fc4f2816d4bb9357271f429b2b80693c7ab5c0dd

See more details on using hashes here.

Provenance

The following attestation bundles were made for ubpe_cython-0.3.0rc6-cp314-cp314-manylinux_2_39_aarch64.whl:

Publisher: pypi-publish.yml on Scurrra/ubpe-cython

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

File details

Details for the file ubpe_cython-0.3.0rc6-cp314-cp314-manylinux_2_35_x86_64.whl.

File metadata

File hashes

Hashes for ubpe_cython-0.3.0rc6-cp314-cp314-manylinux_2_35_x86_64.whl
Algorithm Hash digest
SHA256 2b0c9096821a5214072aefb0105bf8b15560ed71217c9f3ba720fbf6c66d6677
MD5 0bc74c253835ed506a04ac5d307e6064
BLAKE2b-256 715a52858ff6f0958953335db9ddcc192fa17b17518b8957b1fdb3f898d7753d

See more details on using hashes here.

Provenance

The following attestation bundles were made for ubpe_cython-0.3.0rc6-cp314-cp314-manylinux_2_35_x86_64.whl:

Publisher: pypi-publish.yml on Scurrra/ubpe-cython

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

File details

Details for the file ubpe_cython-0.3.0rc6-cp314-cp314-manylinux_2_35_aarch64.whl.

File metadata

File hashes

Hashes for ubpe_cython-0.3.0rc6-cp314-cp314-manylinux_2_35_aarch64.whl
Algorithm Hash digest
SHA256 1c6b4b295076a83cca44487239c74098836bfa0358529fc2bbc580fc8b9cd9db
MD5 cc99ac621e216be603ddcba6848a9257
BLAKE2b-256 7a1669c230b4c0a618115572423e0d80814cc34f06bcc67f27295bee46de96a4

See more details on using hashes here.

Provenance

The following attestation bundles were made for ubpe_cython-0.3.0rc6-cp314-cp314-manylinux_2_35_aarch64.whl:

Publisher: pypi-publish.yml on Scurrra/ubpe-cython

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

File details

Details for the file ubpe_cython-0.3.0rc6-cp314-cp314-macosx_15_0_x86_64.whl.

File metadata

File hashes

Hashes for ubpe_cython-0.3.0rc6-cp314-cp314-macosx_15_0_x86_64.whl
Algorithm Hash digest
SHA256 fad1e378fc87ba743203ab3b68f89d14869d30fee431136351c6ec63729f58d9
MD5 289cdfa3394dcdc2d86bc76ae2f0eb11
BLAKE2b-256 5a233f0c91b3345ea3d7218b5e5a55ecb23b5508812507c82c45a37c9fb4471e

See more details on using hashes here.

Provenance

The following attestation bundles were made for ubpe_cython-0.3.0rc6-cp314-cp314-macosx_15_0_x86_64.whl:

Publisher: pypi-publish.yml on Scurrra/ubpe-cython

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

File details

Details for the file ubpe_cython-0.3.0rc6-cp314-cp314-macosx_15_0_arm64.whl.

File metadata

File hashes

Hashes for ubpe_cython-0.3.0rc6-cp314-cp314-macosx_15_0_arm64.whl
Algorithm Hash digest
SHA256 1dc0804f68edb53be83e74412933705f97e0a35734a68e198d8f5a1c2dad59f5
MD5 8aecc0cf8555682f50c8b6b4907f32b4
BLAKE2b-256 53e25967c50ee7b8f0ff1f1d1572718fdd3c07adf43f05312b5fa14ad43f3e0d

See more details on using hashes here.

Provenance

The following attestation bundles were made for ubpe_cython-0.3.0rc6-cp314-cp314-macosx_15_0_arm64.whl:

Publisher: pypi-publish.yml on Scurrra/ubpe-cython

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

File details

Details for the file ubpe_cython-0.3.0rc6-cp313-cp313-win_arm64.whl.

File metadata

File hashes

Hashes for ubpe_cython-0.3.0rc6-cp313-cp313-win_arm64.whl
Algorithm Hash digest
SHA256 95954c9f22fd4e0b690f8b370b23e0573b6ab42cd27b67414e0475b761968abf
MD5 df06e42930960aef5a3036f18ef96238
BLAKE2b-256 80f669f66e6fa2ee269449d70f33fabb727f21bda89f6206a5efe35c3183df9d

See more details on using hashes here.

Provenance

The following attestation bundles were made for ubpe_cython-0.3.0rc6-cp313-cp313-win_arm64.whl:

Publisher: pypi-publish.yml on Scurrra/ubpe-cython

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

File details

Details for the file ubpe_cython-0.3.0rc6-cp313-cp313-win_amd64.whl.

File metadata

File hashes

Hashes for ubpe_cython-0.3.0rc6-cp313-cp313-win_amd64.whl
Algorithm Hash digest
SHA256 c4e4cdbd3e017da4e88c81ee55ed622506371c159faeb6dc4ade492d3e07611d
MD5 8d28d6502ee96c0f8ae2e0f590b61006
BLAKE2b-256 15668a882d03a0d94145bb24470d50c7f71b76d3a14a4addeac84327fca7bf1d

See more details on using hashes here.

Provenance

The following attestation bundles were made for ubpe_cython-0.3.0rc6-cp313-cp313-win_amd64.whl:

Publisher: pypi-publish.yml on Scurrra/ubpe-cython

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

File details

Details for the file ubpe_cython-0.3.0rc6-cp313-cp313-manylinux_2_39_x86_64.whl.

File metadata

File hashes

Hashes for ubpe_cython-0.3.0rc6-cp313-cp313-manylinux_2_39_x86_64.whl
Algorithm Hash digest
SHA256 50e60ece3257f526dfe533c9fd475a788084c3e6cfc33f66ae18d0a05ba2db6c
MD5 c05d46d870b984e2aa1a74fdb16bed75
BLAKE2b-256 e3f37e40aeefcce448623411c81e713cae360daa3b3514152db0a30038f283d9

See more details on using hashes here.

Provenance

The following attestation bundles were made for ubpe_cython-0.3.0rc6-cp313-cp313-manylinux_2_39_x86_64.whl:

Publisher: pypi-publish.yml on Scurrra/ubpe-cython

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

File details

Details for the file ubpe_cython-0.3.0rc6-cp313-cp313-manylinux_2_39_aarch64.whl.

File metadata

File hashes

Hashes for ubpe_cython-0.3.0rc6-cp313-cp313-manylinux_2_39_aarch64.whl
Algorithm Hash digest
SHA256 fe4e30112533de3f508f23da64aa03230789f98ba233876cdf906cad32f5d7a3
MD5 47c076ad6bb8c61c2343dc4faa53443d
BLAKE2b-256 1401730f7ab7611d31bbaa8f8f7e6020da93477647653e284a00aefc1a873613

See more details on using hashes here.

Provenance

The following attestation bundles were made for ubpe_cython-0.3.0rc6-cp313-cp313-manylinux_2_39_aarch64.whl:

Publisher: pypi-publish.yml on Scurrra/ubpe-cython

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

File details

Details for the file ubpe_cython-0.3.0rc6-cp313-cp313-manylinux_2_35_x86_64.whl.

File metadata

File hashes

Hashes for ubpe_cython-0.3.0rc6-cp313-cp313-manylinux_2_35_x86_64.whl
Algorithm Hash digest
SHA256 391f0911fdd2af68d912a7ba2bb5c7d0395a26c360e7aecb327e78cccc53dab0
MD5 cc37bac0b86a9559e9c1cd7718e722a3
BLAKE2b-256 8f8c6e10514350bf1225925e933e6611691436b03d0c0de87d1f8c933f0f3af6

See more details on using hashes here.

Provenance

The following attestation bundles were made for ubpe_cython-0.3.0rc6-cp313-cp313-manylinux_2_35_x86_64.whl:

Publisher: pypi-publish.yml on Scurrra/ubpe-cython

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

File details

Details for the file ubpe_cython-0.3.0rc6-cp313-cp313-manylinux_2_35_aarch64.whl.

File metadata

File hashes

Hashes for ubpe_cython-0.3.0rc6-cp313-cp313-manylinux_2_35_aarch64.whl
Algorithm Hash digest
SHA256 cd01e94446fd68d3cc4298336b6e60bf33356d74fd807c9a67d7851bc2f9615d
MD5 b5d6a2fbd6645bcc5df02a03235e3fbc
BLAKE2b-256 1440d162bddd8378d98dcc8d733d28dc55ee00c57c38243dec42d9b39697e50f

See more details on using hashes here.

Provenance

The following attestation bundles were made for ubpe_cython-0.3.0rc6-cp313-cp313-manylinux_2_35_aarch64.whl:

Publisher: pypi-publish.yml on Scurrra/ubpe-cython

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

File details

Details for the file ubpe_cython-0.3.0rc6-cp313-cp313-macosx_15_0_x86_64.whl.

File metadata

File hashes

Hashes for ubpe_cython-0.3.0rc6-cp313-cp313-macosx_15_0_x86_64.whl
Algorithm Hash digest
SHA256 c97bed8d71e72134b3508de3748492545ba9e4d1d383cb65303d20643ab88a97
MD5 a433008f6ed521bb3c2682318cd7dd4d
BLAKE2b-256 5a7689e2f4f2d471e6e94a090002f2ee01953a25add2efd5ae274323eaed2ede

See more details on using hashes here.

Provenance

The following attestation bundles were made for ubpe_cython-0.3.0rc6-cp313-cp313-macosx_15_0_x86_64.whl:

Publisher: pypi-publish.yml on Scurrra/ubpe-cython

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

File details

Details for the file ubpe_cython-0.3.0rc6-cp313-cp313-macosx_15_0_arm64.whl.

File metadata

File hashes

Hashes for ubpe_cython-0.3.0rc6-cp313-cp313-macosx_15_0_arm64.whl
Algorithm Hash digest
SHA256 2e650c56d68339e35d611486abded38da59c4e1e96e8006a84120a89a5053fa1
MD5 e74fd87273a3f7b95ae0290a2bd1c6fa
BLAKE2b-256 4d8d9d30497e31d70128fdcae3cc7c47a66fad1bf026db4d5c1bd4ea20f2a379

See more details on using hashes here.

Provenance

The following attestation bundles were made for ubpe_cython-0.3.0rc6-cp313-cp313-macosx_15_0_arm64.whl:

Publisher: pypi-publish.yml on Scurrra/ubpe-cython

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

File details

Details for the file ubpe_cython-0.3.0rc6-cp312-cp312-win_arm64.whl.

File metadata

File hashes

Hashes for ubpe_cython-0.3.0rc6-cp312-cp312-win_arm64.whl
Algorithm Hash digest
SHA256 a62a5e59759c8dd9bfbf162a38639b3ae4c04e4f41a8807afc6b86b93d3460eb
MD5 9761657761e900d2b855d7c8306a8ae5
BLAKE2b-256 6754a8cd6732f3a9eceb9d66534c438ec4602d83c6be55dc3d7d7ada8b2d77dd

See more details on using hashes here.

Provenance

The following attestation bundles were made for ubpe_cython-0.3.0rc6-cp312-cp312-win_arm64.whl:

Publisher: pypi-publish.yml on Scurrra/ubpe-cython

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

File details

Details for the file ubpe_cython-0.3.0rc6-cp312-cp312-win_amd64.whl.

File metadata

File hashes

Hashes for ubpe_cython-0.3.0rc6-cp312-cp312-win_amd64.whl
Algorithm Hash digest
SHA256 5e5b51ef95d3ebb7b5b11bbdd8257f804a87673fdd9fee15afc2c0969376d478
MD5 b6994645953989cfdff45b0f96e93a21
BLAKE2b-256 2b993a42f59f5e8580ac38cc883e2ab89785b53656a2bc8f30038c9ba043cb72

See more details on using hashes here.

Provenance

The following attestation bundles were made for ubpe_cython-0.3.0rc6-cp312-cp312-win_amd64.whl:

Publisher: pypi-publish.yml on Scurrra/ubpe-cython

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

File details

Details for the file ubpe_cython-0.3.0rc6-cp312-cp312-manylinux_2_39_x86_64.whl.

File metadata

File hashes

Hashes for ubpe_cython-0.3.0rc6-cp312-cp312-manylinux_2_39_x86_64.whl
Algorithm Hash digest
SHA256 7410d9e41f52729aa668e9a43dbd5b3c8a7cf051399f7e18c2f73c3b02d544e8
MD5 828b8ee22915be3e04c7c7ae00264512
BLAKE2b-256 8364851b4524f0c902a66f6fc299c1057149c2782c26c4a78e878173dfb073ed

See more details on using hashes here.

Provenance

The following attestation bundles were made for ubpe_cython-0.3.0rc6-cp312-cp312-manylinux_2_39_x86_64.whl:

Publisher: pypi-publish.yml on Scurrra/ubpe-cython

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

File details

Details for the file ubpe_cython-0.3.0rc6-cp312-cp312-manylinux_2_39_aarch64.whl.

File metadata

File hashes

Hashes for ubpe_cython-0.3.0rc6-cp312-cp312-manylinux_2_39_aarch64.whl
Algorithm Hash digest
SHA256 4c190c7dfad431495955df1bcbb77ed4476bfd0c4a3a6b269bf6acb1251e8771
MD5 d7d055d5496ec6bb36dd43075e66c8dd
BLAKE2b-256 4457ffad4d53fad3e243e39a56e922e5a1b473815ad21122ca26ae1aa3c53e48

See more details on using hashes here.

Provenance

The following attestation bundles were made for ubpe_cython-0.3.0rc6-cp312-cp312-manylinux_2_39_aarch64.whl:

Publisher: pypi-publish.yml on Scurrra/ubpe-cython

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

File details

Details for the file ubpe_cython-0.3.0rc6-cp312-cp312-manylinux_2_35_x86_64.whl.

File metadata

File hashes

Hashes for ubpe_cython-0.3.0rc6-cp312-cp312-manylinux_2_35_x86_64.whl
Algorithm Hash digest
SHA256 ff9389749391c147d15f52b39b5cc50c89c829fe09ab783a26f7c682accfa0fa
MD5 ca15ce1fb9bb2633f078048719323234
BLAKE2b-256 ba1b8f0bada0b97a6f3835095fbc6acd8cff7d465829c5e001eddc891c120cf3

See more details on using hashes here.

Provenance

The following attestation bundles were made for ubpe_cython-0.3.0rc6-cp312-cp312-manylinux_2_35_x86_64.whl:

Publisher: pypi-publish.yml on Scurrra/ubpe-cython

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

File details

Details for the file ubpe_cython-0.3.0rc6-cp312-cp312-manylinux_2_35_aarch64.whl.

File metadata

File hashes

Hashes for ubpe_cython-0.3.0rc6-cp312-cp312-manylinux_2_35_aarch64.whl
Algorithm Hash digest
SHA256 3ed4c47d61117e15ad832237067355ca32808e4f8d4c93caba3f656d4c8315cc
MD5 cf2e6f032aa142d92a65ba22242ed5c3
BLAKE2b-256 184218e9d4f4ba641319cc3020aeb42b5b5671b4cb7b411d5bbd0ca0d6185e9e

See more details on using hashes here.

Provenance

The following attestation bundles were made for ubpe_cython-0.3.0rc6-cp312-cp312-manylinux_2_35_aarch64.whl:

Publisher: pypi-publish.yml on Scurrra/ubpe-cython

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

File details

Details for the file ubpe_cython-0.3.0rc6-cp312-cp312-macosx_15_0_x86_64.whl.

File metadata

File hashes

Hashes for ubpe_cython-0.3.0rc6-cp312-cp312-macosx_15_0_x86_64.whl
Algorithm Hash digest
SHA256 a253f08337998e9df3a733c73e6a8c0bf57918e9090c9228948379f0d8d4d981
MD5 5ddbcc2570b101dfe50d5932caf02c20
BLAKE2b-256 2606ac24ee24eeee73ed60648bdd1efb2629c8a113bb0a6111554ab340fad8f1

See more details on using hashes here.

Provenance

The following attestation bundles were made for ubpe_cython-0.3.0rc6-cp312-cp312-macosx_15_0_x86_64.whl:

Publisher: pypi-publish.yml on Scurrra/ubpe-cython

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

File details

Details for the file ubpe_cython-0.3.0rc6-cp312-cp312-macosx_15_0_arm64.whl.

File metadata

File hashes

Hashes for ubpe_cython-0.3.0rc6-cp312-cp312-macosx_15_0_arm64.whl
Algorithm Hash digest
SHA256 13e95dc725c4a319ca2e3426a35a9615b27778aaa4b1818763718b2c874a9d1e
MD5 f5b4a46b251b95b1a6a39de5f443dd4a
BLAKE2b-256 3fe85e52c1ee509dc4b9f0f4baebaf166408f2a6028349986f2424ef34b87c56

See more details on using hashes here.

Provenance

The following attestation bundles were made for ubpe_cython-0.3.0rc6-cp312-cp312-macosx_15_0_arm64.whl:

Publisher: pypi-publish.yml on Scurrra/ubpe-cython

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

Supported by

AWS Cloud computing and Security Sponsor Datadog Monitoring Depot Continuous Integration Fastly CDN Google Download Analytics Pingdom Monitoring Sentry Error logging StatusPage Status page