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-0.3.0rc4-cp314-cp314-win_arm64.whl (3.1 kB view details)

Uploaded CPython 3.14Windows ARM64

ubpe_cython-0.3.0rc4-cp314-cp314-win_amd64.whl (3.8 kB view details)

Uploaded CPython 3.14Windows x86-64

ubpe_cython-0.3.0rc4-cp314-cp314-manylinux_2_39_x86_64.whl (390.0 kB view details)

Uploaded CPython 3.14manylinux: glibc 2.39+ x86-64

ubpe_cython-0.3.0rc4-cp314-cp314-manylinux_2_39_aarch64.whl (362.9 kB view details)

Uploaded CPython 3.14manylinux: glibc 2.39+ ARM64

ubpe_cython-0.3.0rc4-cp314-cp314-manylinux_2_35_x86_64.whl (389.1 kB view details)

Uploaded CPython 3.14manylinux: glibc 2.35+ x86-64

ubpe_cython-0.3.0rc4-cp314-cp314-manylinux_2_35_aarch64.whl (356.2 kB view details)

Uploaded CPython 3.14manylinux: glibc 2.35+ ARM64

ubpe_cython-0.3.0rc4-cp314-cp314-macosx_15_0_x86_64.whl (358.8 kB view details)

Uploaded CPython 3.14macOS 15.0+ x86-64

ubpe_cython-0.3.0rc4-cp314-cp314-macosx_15_0_arm64.whl (319.6 kB view details)

Uploaded CPython 3.14macOS 15.0+ ARM64

ubpe_cython-0.3.0rc4-cp313-cp313-win_arm64.whl (3.1 kB view details)

Uploaded CPython 3.13Windows ARM64

ubpe_cython-0.3.0rc4-cp313-cp313-win_amd64.whl (3.8 kB view details)

Uploaded CPython 3.13Windows x86-64

ubpe_cython-0.3.0rc4-cp313-cp313-manylinux_2_39_x86_64.whl (390.1 kB view details)

Uploaded CPython 3.13manylinux: glibc 2.39+ x86-64

ubpe_cython-0.3.0rc4-cp313-cp313-manylinux_2_39_aarch64.whl (362.0 kB view details)

Uploaded CPython 3.13manylinux: glibc 2.39+ ARM64

ubpe_cython-0.3.0rc4-cp313-cp313-manylinux_2_35_x86_64.whl (388.8 kB view details)

Uploaded CPython 3.13manylinux: glibc 2.35+ x86-64

ubpe_cython-0.3.0rc4-cp313-cp313-manylinux_2_35_aarch64.whl (354.7 kB view details)

Uploaded CPython 3.13manylinux: glibc 2.35+ ARM64

ubpe_cython-0.3.0rc4-cp313-cp313-macosx_15_0_x86_64.whl (357.9 kB view details)

Uploaded CPython 3.13macOS 15.0+ x86-64

ubpe_cython-0.3.0rc4-cp313-cp313-macosx_15_0_arm64.whl (317.9 kB view details)

Uploaded CPython 3.13macOS 15.0+ ARM64

ubpe_cython-0.3.0rc4-cp312-cp312-win_arm64.whl (3.1 kB view details)

Uploaded CPython 3.12Windows ARM64

ubpe_cython-0.3.0rc4-cp312-cp312-win_amd64.whl (3.8 kB view details)

Uploaded CPython 3.12Windows x86-64

ubpe_cython-0.3.0rc4-cp312-cp312-manylinux_2_39_x86_64.whl (386.5 kB view details)

Uploaded CPython 3.12manylinux: glibc 2.39+ x86-64

ubpe_cython-0.3.0rc4-cp312-cp312-manylinux_2_39_aarch64.whl (358.9 kB view details)

Uploaded CPython 3.12manylinux: glibc 2.39+ ARM64

ubpe_cython-0.3.0rc4-cp312-cp312-manylinux_2_35_x86_64.whl (385.2 kB view details)

Uploaded CPython 3.12manylinux: glibc 2.35+ x86-64

ubpe_cython-0.3.0rc4-cp312-cp312-manylinux_2_35_aarch64.whl (353.0 kB view details)

Uploaded CPython 3.12manylinux: glibc 2.35+ ARM64

ubpe_cython-0.3.0rc4-cp312-cp312-macosx_15_0_x86_64.whl (354.0 kB view details)

Uploaded CPython 3.12macOS 15.0+ x86-64

ubpe_cython-0.3.0rc4-cp312-cp312-macosx_15_0_arm64.whl (315.2 kB view details)

Uploaded CPython 3.12macOS 15.0+ ARM64

File details

Details for the file ubpe_cython-0.3.0rc4-cp314-cp314-win_arm64.whl.

File metadata

File hashes

Hashes for ubpe_cython-0.3.0rc4-cp314-cp314-win_arm64.whl
Algorithm Hash digest
SHA256 5b6e7eefc3c1b23d33524d895d29db27a6e759050b442c62426a15188ebc7fb5
MD5 884e805530f850f9112a8ef3d65fd3de
BLAKE2b-256 d0f7927ce3fba74ad492f0aca42aaea4ca2bb01edb3b211f1aca7bc48fa8bc95

See more details on using hashes here.

Provenance

The following attestation bundles were made for ubpe_cython-0.3.0rc4-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-0.3.0rc4-cp314-cp314-win_amd64.whl.

File metadata

File hashes

Hashes for ubpe_cython-0.3.0rc4-cp314-cp314-win_amd64.whl
Algorithm Hash digest
SHA256 314410c868629fa2bb170f5613a59842655e8e12a1654ac90ba1edba2f318cea
MD5 4ce641ddf258e6d6d0d5171b5aebfb8d
BLAKE2b-256 79eb1ebf36b3c2364cceb08f128459bffdab86b0e305096d91d3f5952f90ee8b

See more details on using hashes here.

Provenance

The following attestation bundles were made for ubpe_cython-0.3.0rc4-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-0.3.0rc4-cp314-cp314-manylinux_2_39_x86_64.whl.

File metadata

File hashes

Hashes for ubpe_cython-0.3.0rc4-cp314-cp314-manylinux_2_39_x86_64.whl
Algorithm Hash digest
SHA256 b51edc8ed07a9275253d1b9dd24676b5c3c6a7910510d885df12ab6d9722078b
MD5 c9c2f58bbf476d9b375abe227ff7bd19
BLAKE2b-256 4c76fe4985a32fc86533cdcaf99efb72d6bc768881e6d9b949a7960b309a68b8

See more details on using hashes here.

Provenance

The following attestation bundles were made for ubpe_cython-0.3.0rc4-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-0.3.0rc4-cp314-cp314-manylinux_2_39_aarch64.whl.

File metadata

File hashes

Hashes for ubpe_cython-0.3.0rc4-cp314-cp314-manylinux_2_39_aarch64.whl
Algorithm Hash digest
SHA256 4f754b975d2b09ff86a1626e4c0ec684d8f46ffec7a7a865a132f2170c280cae
MD5 a5b92b6c22e1ce41b2979f6238364dcd
BLAKE2b-256 10e162ee3fdb3f7e9a4a54bf8bb29feab65b612551679505c0e9f4eeafcde8f5

See more details on using hashes here.

Provenance

The following attestation bundles were made for ubpe_cython-0.3.0rc4-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-0.3.0rc4-cp314-cp314-manylinux_2_35_x86_64.whl.

File metadata

File hashes

Hashes for ubpe_cython-0.3.0rc4-cp314-cp314-manylinux_2_35_x86_64.whl
Algorithm Hash digest
SHA256 a66bff0d261013bde56e6bc516ec7f021c4cc6fda0f39eaa1f34be286e09923a
MD5 687c741f0b61f312e176a7ba6b2dfade
BLAKE2b-256 ae0d7dafec5b2e3c8eab0f0f9859b7ae4212984f7baa0a5c0c44f682e2706529

See more details on using hashes here.

Provenance

The following attestation bundles were made for ubpe_cython-0.3.0rc4-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-0.3.0rc4-cp314-cp314-manylinux_2_35_aarch64.whl.

File metadata

File hashes

Hashes for ubpe_cython-0.3.0rc4-cp314-cp314-manylinux_2_35_aarch64.whl
Algorithm Hash digest
SHA256 782b1a21a713ba791a783d94dc511077e117763a1ee2a79d9ea61d08c212f59b
MD5 095b679f726d2e4c21396ea7d64cd0a7
BLAKE2b-256 f41dafd63182e810bd9bb9041b5dd9d86681d44f065a408bc20c458aa4923233

See more details on using hashes here.

Provenance

The following attestation bundles were made for ubpe_cython-0.3.0rc4-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-0.3.0rc4-cp314-cp314-macosx_15_0_x86_64.whl.

File metadata

File hashes

Hashes for ubpe_cython-0.3.0rc4-cp314-cp314-macosx_15_0_x86_64.whl
Algorithm Hash digest
SHA256 ee8cccf93aa6282a75ed5974ce1fdf8eb0617b8a0ddb0c2744064f8156113dcb
MD5 85b907749f4ca649eb8b5eae1446cdbe
BLAKE2b-256 57d642562e65d56cccc391263f9b43ceeb0a3b604c88e44aed7465561fdcce12

See more details on using hashes here.

Provenance

The following attestation bundles were made for ubpe_cython-0.3.0rc4-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-0.3.0rc4-cp314-cp314-macosx_15_0_arm64.whl.

File metadata

File hashes

Hashes for ubpe_cython-0.3.0rc4-cp314-cp314-macosx_15_0_arm64.whl
Algorithm Hash digest
SHA256 64cf193d88c9f861765edab347bc01d11a6560c64baa483e17ef21f426953053
MD5 ea2097fe70adeb6d441e06f568767a8b
BLAKE2b-256 06210fe4ecb9fe737c906face2a65e1a5abc1123bdaac211b7ac64ef34e54951

See more details on using hashes here.

Provenance

The following attestation bundles were made for ubpe_cython-0.3.0rc4-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-0.3.0rc4-cp313-cp313-win_arm64.whl.

File metadata

File hashes

Hashes for ubpe_cython-0.3.0rc4-cp313-cp313-win_arm64.whl
Algorithm Hash digest
SHA256 c7275d6a4d4fd7d367263d254468c55779c1d41d402201822edbbb216680d974
MD5 6f5819808f3a770112d0beaf61bb7596
BLAKE2b-256 c30b2fa083b76f402457fe1ec63462cff100f0fa863399aa9b52ff5296f012b9

See more details on using hashes here.

Provenance

The following attestation bundles were made for ubpe_cython-0.3.0rc4-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-0.3.0rc4-cp313-cp313-win_amd64.whl.

File metadata

File hashes

Hashes for ubpe_cython-0.3.0rc4-cp313-cp313-win_amd64.whl
Algorithm Hash digest
SHA256 c1b2e43d57449106f587a4550e5abcca5d2be4b911853b261402a81f5139b0a1
MD5 ae1f4639f71ce71ea795dcf5c959c788
BLAKE2b-256 f938c419368889decdeda8e9a9715e6559265c04905bd2fb56c322122196f84c

See more details on using hashes here.

Provenance

The following attestation bundles were made for ubpe_cython-0.3.0rc4-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-0.3.0rc4-cp313-cp313-manylinux_2_39_x86_64.whl.

File metadata

File hashes

Hashes for ubpe_cython-0.3.0rc4-cp313-cp313-manylinux_2_39_x86_64.whl
Algorithm Hash digest
SHA256 f48258a6a724c5903282ab520d33e2cfd9accce99ce96953515f5cba4d4094ce
MD5 6926e80144d75e8180cd6eb54074357d
BLAKE2b-256 40fe9308121a1fa98419f788ab569fc0fc85d3ea5b72bb2f90ac288786a02e8e

See more details on using hashes here.

Provenance

The following attestation bundles were made for ubpe_cython-0.3.0rc4-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-0.3.0rc4-cp313-cp313-manylinux_2_39_aarch64.whl.

File metadata

File hashes

Hashes for ubpe_cython-0.3.0rc4-cp313-cp313-manylinux_2_39_aarch64.whl
Algorithm Hash digest
SHA256 c6b860391737316955b53769f3ab239f818e0adbb6d161a3e833a414d572845a
MD5 4d610155231480037f70673825f8c865
BLAKE2b-256 7335e1d76a37ffeb64cde2ec2e828c40760a213b8c000449e5a61032a45021a4

See more details on using hashes here.

Provenance

The following attestation bundles were made for ubpe_cython-0.3.0rc4-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-0.3.0rc4-cp313-cp313-manylinux_2_35_x86_64.whl.

File metadata

File hashes

Hashes for ubpe_cython-0.3.0rc4-cp313-cp313-manylinux_2_35_x86_64.whl
Algorithm Hash digest
SHA256 6e1d41043d32b3e9bc93096ec1286ccd019d4faf8d5aa626125164a9e3b295a1
MD5 30a735f42f5a477c34b899d68c96bd48
BLAKE2b-256 4807008dbe1ccb596f51aa64b252d3219cdf4dd591dd4982d7596cffe8ec3450

See more details on using hashes here.

Provenance

The following attestation bundles were made for ubpe_cython-0.3.0rc4-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-0.3.0rc4-cp313-cp313-manylinux_2_35_aarch64.whl.

File metadata

File hashes

Hashes for ubpe_cython-0.3.0rc4-cp313-cp313-manylinux_2_35_aarch64.whl
Algorithm Hash digest
SHA256 11a3d03fb61c2ed61845f4ba0e6a53e63e0770461dd6bfadd868a7381d020445
MD5 9894d8cb30d4f1d1273e827e8cf9411a
BLAKE2b-256 99615d650fae7a9c53a2036258eaca48f56528f40e3106461bcfbd38d6be5a43

See more details on using hashes here.

Provenance

The following attestation bundles were made for ubpe_cython-0.3.0rc4-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-0.3.0rc4-cp313-cp313-macosx_15_0_x86_64.whl.

File metadata

File hashes

Hashes for ubpe_cython-0.3.0rc4-cp313-cp313-macosx_15_0_x86_64.whl
Algorithm Hash digest
SHA256 8a7fe3e6dda8a41a337a4b8c4901960fcea3df0bd40d3e9ae9441e170fa1b75b
MD5 5ca9144bacefc5ce2ec51ee6ca9fa472
BLAKE2b-256 ed83513ac780f6ebdb3c00905a23b86626f218e8a22ccc7c572af4944ba35512

See more details on using hashes here.

Provenance

The following attestation bundles were made for ubpe_cython-0.3.0rc4-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-0.3.0rc4-cp313-cp313-macosx_15_0_arm64.whl.

File metadata

File hashes

Hashes for ubpe_cython-0.3.0rc4-cp313-cp313-macosx_15_0_arm64.whl
Algorithm Hash digest
SHA256 3815f0cee9adbd7cbd35f9332c22b346a26c1dcba83f1f3e14db230599cc230e
MD5 c9dd0e48afcd006e7105037c14a9be50
BLAKE2b-256 1b9975d865402fccc972999e90c2424c0975e78948ed754952fa9bc131123b06

See more details on using hashes here.

Provenance

The following attestation bundles were made for ubpe_cython-0.3.0rc4-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-0.3.0rc4-cp312-cp312-win_arm64.whl.

File metadata

File hashes

Hashes for ubpe_cython-0.3.0rc4-cp312-cp312-win_arm64.whl
Algorithm Hash digest
SHA256 46730cf3e63ed76b52b8349b6ec73caf38e1ee581abdb80d6df2c1b2a79f8223
MD5 77da85f5ac2893ab1251ea67a73422fa
BLAKE2b-256 24d4d02b0563b4537b1608952e1b6db31942e89df3ce34102167821332d488ab

See more details on using hashes here.

Provenance

The following attestation bundles were made for ubpe_cython-0.3.0rc4-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-0.3.0rc4-cp312-cp312-win_amd64.whl.

File metadata

File hashes

Hashes for ubpe_cython-0.3.0rc4-cp312-cp312-win_amd64.whl
Algorithm Hash digest
SHA256 2a85a5b534c05ba087830c1a0895c373cc0392f6dde31d51c80812461c6f097c
MD5 d542d38d4f5dcd48fce596dd3d337f3e
BLAKE2b-256 48f2c1ae4c78361db001184e36c2e2a9ccd80dbaa746c0a23c54f616d4376bcb

See more details on using hashes here.

Provenance

The following attestation bundles were made for ubpe_cython-0.3.0rc4-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-0.3.0rc4-cp312-cp312-manylinux_2_39_x86_64.whl.

File metadata

File hashes

Hashes for ubpe_cython-0.3.0rc4-cp312-cp312-manylinux_2_39_x86_64.whl
Algorithm Hash digest
SHA256 9173a54ae5fcfc8ad6a62be3a63c0bee376ef728f965d7337296bc9ce9d713c6
MD5 bc1c074b48b6ea081346bd6c88e0ca88
BLAKE2b-256 80f4fc11ebec6dcae662d5d1d3907afc0a3a8ce578ae68c8f40b71dd8c808590

See more details on using hashes here.

Provenance

The following attestation bundles were made for ubpe_cython-0.3.0rc4-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-0.3.0rc4-cp312-cp312-manylinux_2_39_aarch64.whl.

File metadata

File hashes

Hashes for ubpe_cython-0.3.0rc4-cp312-cp312-manylinux_2_39_aarch64.whl
Algorithm Hash digest
SHA256 cc0050a142713e180f5fef1c9a7ff0c9e3a4185f7651c7730704950061d2ec03
MD5 44fec9e069f5a6de2b346bade528ed38
BLAKE2b-256 f3d77e15ef99638354b5ca4466a790d892134f8530c8dba1c1eb2ff4b6f156a2

See more details on using hashes here.

Provenance

The following attestation bundles were made for ubpe_cython-0.3.0rc4-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-0.3.0rc4-cp312-cp312-manylinux_2_35_x86_64.whl.

File metadata

File hashes

Hashes for ubpe_cython-0.3.0rc4-cp312-cp312-manylinux_2_35_x86_64.whl
Algorithm Hash digest
SHA256 e9129814588a1ccfed1a52f5199192f4441c4666c03c8ab0f0b8b627e18f11ef
MD5 e8e8c0467700bdf54e8c8a18316fce82
BLAKE2b-256 097b267cf487a3be159577b4c1c7c8feee39a12d7c796a258e34a1cdaf44348b

See more details on using hashes here.

Provenance

The following attestation bundles were made for ubpe_cython-0.3.0rc4-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-0.3.0rc4-cp312-cp312-manylinux_2_35_aarch64.whl.

File metadata

File hashes

Hashes for ubpe_cython-0.3.0rc4-cp312-cp312-manylinux_2_35_aarch64.whl
Algorithm Hash digest
SHA256 e758ab3fbd6ba1276a72de84a83cc0a4e93ea54ff586ab9df74d9ab02b0938aa
MD5 43bee516b924af78ff85f1e6cb8dddcb
BLAKE2b-256 264d50771dbcd1f781b40440fe52e51228f369c3fef34e2961dc74df78d22e72

See more details on using hashes here.

Provenance

The following attestation bundles were made for ubpe_cython-0.3.0rc4-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-0.3.0rc4-cp312-cp312-macosx_15_0_x86_64.whl.

File metadata

File hashes

Hashes for ubpe_cython-0.3.0rc4-cp312-cp312-macosx_15_0_x86_64.whl
Algorithm Hash digest
SHA256 7a7f618db7129ceecf0a081e047fe9c4e7e7383fad3abdc37000771184db6677
MD5 68506e00133a8d09042334a23a376fbb
BLAKE2b-256 a4b232a91dfab20b7a978df668aafd1338cb581736e9c928026a3750fcd7f7f3

See more details on using hashes here.

Provenance

The following attestation bundles were made for ubpe_cython-0.3.0rc4-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-0.3.0rc4-cp312-cp312-macosx_15_0_arm64.whl.

File metadata

File hashes

Hashes for ubpe_cython-0.3.0rc4-cp312-cp312-macosx_15_0_arm64.whl
Algorithm Hash digest
SHA256 31b970d620667bedd068ca3cff2a803b778e81b0e4e1f0d4e6a57f17711f16fc
MD5 eede0c4849e4647a2a830f1740517a10
BLAKE2b-256 1941dc529b1398cf7df6c5760b1678f09b3c768e721895c028738e8afa532745

See more details on using hashes here.

Provenance

The following attestation bundles were made for ubpe_cython-0.3.0rc4-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