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

Navigation

Verified details

These details have been verified by PyPI
Project links
GitHub Statistics
Maintainers
Avatar for Scurrra from gravatar.com Scurrra

Unverified details

These details have not been verified by PyPI
Meta
Classifiers
Report project as malware

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

Verified details

These details have been verified by PyPI
Project links
GitHub Statistics
Maintainers
Avatar for Scurrra from gravatar.com Scurrra

Unverified details

These details have not been verified by PyPI
Meta
Classifiers

Release history Release notifications | RSS feed

This version

0.3.0

0.3.0rc7 pre-release

0.3.0rc6 pre-release

0.3.0rc5 pre-release

0.3.0rc4 pre-release

0.3.0rc3 pre-release

0.2.4

0.2.3

0.2.2

0.2.1

0.2.0b1 pre-release

0.2.0b0 pre-release

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

Uploaded CPython 3.14Windows ARM64

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

Uploaded CPython 3.14Windows x86-64

ubpe_cython-0.3.0-cp314-cp314-manylinux_2_39_x86_64.whl (392.1 kB view details)

Uploaded CPython 3.14manylinux: glibc 2.39+ x86-64

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

Uploaded CPython 3.14manylinux: glibc 2.39+ ARM64

ubpe_cython-0.3.0-cp314-cp314-manylinux_2_35_x86_64.whl (391.3 kB view details)

Uploaded CPython 3.14manylinux: glibc 2.35+ x86-64

ubpe_cython-0.3.0-cp314-cp314-manylinux_2_35_aarch64.whl (357.5 kB view details)

Uploaded CPython 3.14manylinux: glibc 2.35+ ARM64

ubpe_cython-0.3.0-cp314-cp314-macosx_15_0_x86_64.whl (361.6 kB view details)

Uploaded CPython 3.14macOS 15.0+ x86-64

ubpe_cython-0.3.0-cp314-cp314-macosx_15_0_arm64.whl (322.1 kB view details)

Uploaded CPython 3.14macOS 15.0+ ARM64

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

Uploaded CPython 3.13Windows ARM64

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

Uploaded CPython 3.13Windows x86-64

ubpe_cython-0.3.0-cp313-cp313-manylinux_2_39_x86_64.whl (392.6 kB view details)

Uploaded CPython 3.13manylinux: glibc 2.39+ x86-64

ubpe_cython-0.3.0-cp313-cp313-manylinux_2_39_aarch64.whl (362.9 kB view details)

Uploaded CPython 3.13manylinux: glibc 2.39+ ARM64

ubpe_cython-0.3.0-cp313-cp313-manylinux_2_35_x86_64.whl (391.0 kB view details)

Uploaded CPython 3.13manylinux: glibc 2.35+ x86-64

ubpe_cython-0.3.0-cp313-cp313-manylinux_2_35_aarch64.whl (355.9 kB view details)

Uploaded CPython 3.13manylinux: glibc 2.35+ ARM64

ubpe_cython-0.3.0-cp313-cp313-macosx_15_0_x86_64.whl (361.7 kB view details)

Uploaded CPython 3.13macOS 15.0+ x86-64

ubpe_cython-0.3.0-cp313-cp313-macosx_15_0_arm64.whl (319.6 kB view details)

Uploaded CPython 3.13macOS 15.0+ ARM64

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

Uploaded CPython 3.12Windows ARM64

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

Uploaded CPython 3.12Windows x86-64

ubpe_cython-0.3.0-cp312-cp312-manylinux_2_39_x86_64.whl (388.2 kB view details)

Uploaded CPython 3.12manylinux: glibc 2.39+ x86-64

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

Uploaded CPython 3.12manylinux: glibc 2.39+ ARM64

ubpe_cython-0.3.0-cp312-cp312-manylinux_2_35_x86_64.whl (387.5 kB view details)

Uploaded CPython 3.12manylinux: glibc 2.35+ x86-64

ubpe_cython-0.3.0-cp312-cp312-manylinux_2_35_aarch64.whl (353.7 kB view details)

Uploaded CPython 3.12manylinux: glibc 2.35+ ARM64

ubpe_cython-0.3.0-cp312-cp312-macosx_15_0_x86_64.whl (355.5 kB view details)

Uploaded CPython 3.12macOS 15.0+ x86-64

ubpe_cython-0.3.0-cp312-cp312-macosx_15_0_arm64.whl (315.8 kB view details)

Uploaded CPython 3.12macOS 15.0+ ARM64

File details

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

File metadata

File hashes

Hashes for ubpe_cython-0.3.0-cp314-cp314-win_arm64.whl
Algorithm Hash digest
SHA256 c37e1cea97d9776ab91baca816481a9192cec8594389b6ee66091a8f5d2276ef
MD5 d7f1382ca64dc243dfa474b80f83dcb8
BLAKE2b-256 1ba0c6d0cd8a7a9fbb54c880a947961c8d348f47ff2fb6b43a72b755921bd780

See more details on using hashes here.

Provenance

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

File metadata

File hashes

Hashes for ubpe_cython-0.3.0-cp314-cp314-win_amd64.whl
Algorithm Hash digest
SHA256 9868d424586362cf3c31ba4af2b68cdb1bea91ea431210e3949636bbfe870f95
MD5 bc4c9533a9b5f947056c741830a1591d
BLAKE2b-256 418a92a6f5a783ffe158c935492df094587d396a3a03cd8a5603451ee81a38c4

See more details on using hashes here.

Provenance

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

File metadata

File hashes

Hashes for ubpe_cython-0.3.0-cp314-cp314-manylinux_2_39_x86_64.whl
Algorithm Hash digest
SHA256 1a493f15591695edfeed3de2757b530e20253f08d9f146a69e7f6240161801ee
MD5 5b2a735c332a94204a4998815e057674
BLAKE2b-256 0c21f222f02c3e319a2057a20be6e6a2155b17833ceb2c8fb2f98ca51b914925

See more details on using hashes here.

Provenance

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

File metadata

File hashes

Hashes for ubpe_cython-0.3.0-cp314-cp314-manylinux_2_39_aarch64.whl
Algorithm Hash digest
SHA256 e921434158dc60adb792d981e38f069b04fd55f0e7dc79bd024a52eb68935057
MD5 4466eec54f7b59fd1d66e456aef842f4
BLAKE2b-256 b77babff1fbb3244e49eabb3686d6e777c0d9412aae4456329d8b9cab9d70535

See more details on using hashes here.

Provenance

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

File metadata

File hashes

Hashes for ubpe_cython-0.3.0-cp314-cp314-manylinux_2_35_x86_64.whl
Algorithm Hash digest
SHA256 1fa7a42bba4ecc6557e224553593fc5e6668b81cdedee36a21840c0c66548668
MD5 9901b4ce218cda55a69d75b50479dc0e
BLAKE2b-256 a4890e0d06b95bce0509b894ef792b7559f89c26728400431c1d2ecb8fd700b5

See more details on using hashes here.

Provenance

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

File metadata

File hashes

Hashes for ubpe_cython-0.3.0-cp314-cp314-manylinux_2_35_aarch64.whl
Algorithm Hash digest
SHA256 ee00c41b120e78b02fd5f5696df70ed4bee089edee6937502d37ff634f35087e
MD5 f8aa90cdaefad4e33fb3592152b33519
BLAKE2b-256 b6d4f84994b8ba9c47be80d9fdadf85035325022828f99e828c820ee09c75f91

See more details on using hashes here.

Provenance

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

File metadata

File hashes

Hashes for ubpe_cython-0.3.0-cp314-cp314-macosx_15_0_x86_64.whl
Algorithm Hash digest
SHA256 855b006a38a6411fd957d81619775bf775b4f27c0d6ee1f3b286c58437567f30
MD5 3e6993ac425c7896e49603422c6b18d5
BLAKE2b-256 4755040736d1e518b59b8b9d1d3bd8e1b2a3fe7e303d20cdfdea502b87e940de

See more details on using hashes here.

Provenance

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

File metadata

File hashes

Hashes for ubpe_cython-0.3.0-cp314-cp314-macosx_15_0_arm64.whl
Algorithm Hash digest
SHA256 c0911bec1a07d85d34d12c4789248563ff1a118fdc95617e415b70f25dfa090e
MD5 172715556bd52cc923ee955683984e0f
BLAKE2b-256 3196fbcd32556dc6d3490ec6c852e14cb03165a8138f6e7082cdaa8a22255cd1

See more details on using hashes here.

Provenance

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

File metadata

File hashes

Hashes for ubpe_cython-0.3.0-cp313-cp313-win_arm64.whl
Algorithm Hash digest
SHA256 86a459703e2fe9eecb6d2fc10dbcce67564cc2c9ec14a1e5c6cfef19763c637f
MD5 0a61c4dc2919d8ce63811cc9a8b755bf
BLAKE2b-256 6dbf8054a377805c4cec02ba4a9409e4f93b42798bb07888ea4462a108992c1d

See more details on using hashes here.

Provenance

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

File metadata

File hashes

Hashes for ubpe_cython-0.3.0-cp313-cp313-win_amd64.whl
Algorithm Hash digest
SHA256 0110b1fce7e3d76bd709ced3221b03a0f0d8b31280b06c54abee63d347fb73a9
MD5 25fbfdfd5917349c6fafd1cf5fe2c0cd
BLAKE2b-256 0642e38f1431b046f4db42b88a8791cc273a91dff5ed85f7105a4bfe3583ec19

See more details on using hashes here.

Provenance

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

File metadata

File hashes

Hashes for ubpe_cython-0.3.0-cp313-cp313-manylinux_2_39_x86_64.whl
Algorithm Hash digest
SHA256 0a463d22a62c338a209098053aae838006570681de53fa372f8794f96568d10d
MD5 3769deeecd9fcf5c208791f0329239ef
BLAKE2b-256 0a526a93261b0e7f1385b0483ee085035873ddd756fc68aa7779d19193681dd6

See more details on using hashes here.

Provenance

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

File metadata

File hashes

Hashes for ubpe_cython-0.3.0-cp313-cp313-manylinux_2_39_aarch64.whl
Algorithm Hash digest
SHA256 2d44f0af3446b7a2de6f4c7f057ab1106c43b40aeb527f4dc21b187d8068c1f2
MD5 8b2a8b33207ba753607166e4d82af4a4
BLAKE2b-256 66dbd8f217ca0419e5bf9cacc5bf20470f37da83710a90ed9dd907006e4498e7

See more details on using hashes here.

Provenance

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

File metadata

File hashes

Hashes for ubpe_cython-0.3.0-cp313-cp313-manylinux_2_35_x86_64.whl
Algorithm Hash digest
SHA256 a53582084d0cc5e1378e28b6f463865f1d82ff3fadab2c9b3a7f2ab514fffe02
MD5 9f3a935fd1c2bb6434cf85db18dd0946
BLAKE2b-256 320032e75a511d2564b7ff0c48b83089040fc861394642284042bb569126de40

See more details on using hashes here.

Provenance

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

File metadata

File hashes

Hashes for ubpe_cython-0.3.0-cp313-cp313-manylinux_2_35_aarch64.whl
Algorithm Hash digest
SHA256 42975bde5c34f002e78b81f5e8372057a46377fa8c8aad03dd781e1367ef9c89
MD5 c5ac223bdb66fef3bec877412ad2c115
BLAKE2b-256 7b2a4c657a51b8c04d09699d5575fff571e364c61db6250734ed788a2cfb89e3

See more details on using hashes here.

Provenance

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

File metadata

File hashes

Hashes for ubpe_cython-0.3.0-cp313-cp313-macosx_15_0_x86_64.whl
Algorithm Hash digest
SHA256 817cc23f6c5308c09a72ada81280bd2b8de298edcf722d705b2765b2e14d0d8b
MD5 1e89540d0e7dfba0b3a68301372b2ef2
BLAKE2b-256 723f396ad5289be4f1b531160aa3409bd616bec3b255a8bf275e20b62025a830

See more details on using hashes here.

Provenance

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

File metadata

File hashes

Hashes for ubpe_cython-0.3.0-cp313-cp313-macosx_15_0_arm64.whl
Algorithm Hash digest
SHA256 d785afc2e908c49b8101caeb117332ce06bc4c4b9f3378b4f249ed37580672b8
MD5 2123b4fad885620e2a2fe0c59f899e6e
BLAKE2b-256 f6a065d450f60d9201e6a75c429a15ad743188668ab7ef2331104a6331c644d0

See more details on using hashes here.

Provenance

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

File metadata

File hashes

Hashes for ubpe_cython-0.3.0-cp312-cp312-win_arm64.whl
Algorithm Hash digest
SHA256 142053cb903b55dbc92d281b814f5c736d1290ed307dd3d063b6ff0b1c9f1ade
MD5 345d9f233eda7c4fcd7e7a747ada7256
BLAKE2b-256 4b6698e89a2d797e9309dc6476b3776662c51e1d64066443852f18f655137b50

See more details on using hashes here.

Provenance

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

File metadata

File hashes

Hashes for ubpe_cython-0.3.0-cp312-cp312-win_amd64.whl
Algorithm Hash digest
SHA256 4a936cf89dfcd2cca4f72a36d8eecb42d62d7a1bab6a6de9d0b9564ef57be42a
MD5 c4676725bc5abd5e1a6acf8bac85ff90
BLAKE2b-256 71396c99d33fb84308d5277be494f3ba6899892ffbd2679339a00ac0e8c0ace8

See more details on using hashes here.

Provenance

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

File metadata

File hashes

Hashes for ubpe_cython-0.3.0-cp312-cp312-manylinux_2_39_x86_64.whl
Algorithm Hash digest
SHA256 8e661ce575d714dfa759940d7f4d01f97470a33c7cdde8cad39b3892345b51eb
MD5 a367ab68377015e165875d9a5eae5014
BLAKE2b-256 69661455325ebb8240716131903532cf0ed9320130ca3b5cad8fbd76a9702577

See more details on using hashes here.

Provenance

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

File metadata

File hashes

Hashes for ubpe_cython-0.3.0-cp312-cp312-manylinux_2_39_aarch64.whl
Algorithm Hash digest
SHA256 b7a76cb13fa7eaf071b965518812506867d28e172f3d602713369ba23c0023eb
MD5 9e27507a425f4d2c77ccc7ba2f8155fa
BLAKE2b-256 b96dc1e4319e9ab61e682fd491e9b8770235e02dca48532c8ccd26c41f322322

See more details on using hashes here.

Provenance

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

File metadata

File hashes

Hashes for ubpe_cython-0.3.0-cp312-cp312-manylinux_2_35_x86_64.whl
Algorithm Hash digest
SHA256 2c75e404f789f7e3882b2124b51d533b094a3ade11ffafade269b18f341212a6
MD5 8303b2035697d8c8ba8fe62be1dfa695
BLAKE2b-256 1c3199646d7922ba3d335d68dfc379f29ea0d7b1cd6e89ae0e1d865ce9d9fb17

See more details on using hashes here.

Provenance

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

File metadata

File hashes

Hashes for ubpe_cython-0.3.0-cp312-cp312-manylinux_2_35_aarch64.whl
Algorithm Hash digest
SHA256 0ca4fd6b678b49d891b7d2084a5f7a9ebdf703152b4d69e43f9c8b73f49012bd
MD5 0e986f052433f4918edefb5d0a6e7d5e
BLAKE2b-256 c56e9c717a96b595916313f9687abbcb47e178485e6f0ef03d47b0f4d33df379

See more details on using hashes here.

Provenance

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

File metadata

File hashes

Hashes for ubpe_cython-0.3.0-cp312-cp312-macosx_15_0_x86_64.whl
Algorithm Hash digest
SHA256 27ab5956ca8adca96c1d5f3026622d2301da4d272e515779aa92ded036d61f68
MD5 2d84833900d0f93499cc63902552cf68
BLAKE2b-256 0122eb0932d19a11e989dcb015b1fcf2469ff38a60665f852b1f39246e9c940b

See more details on using hashes here.

Provenance

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

File metadata

File hashes

Hashes for ubpe_cython-0.3.0-cp312-cp312-macosx_15_0_arm64.whl
Algorithm Hash digest
SHA256 59ad7eff6107dc00d61037d05503a5533b2f13079e6c1bd8642f5da8ea8b7329
MD5 f29a79a8c4393a9585aaa1116b5c95cf
BLAKE2b-256 ca0ad8b853c8fcf230202e20ebe10bb9904392562117217d0171e543d6397c96

See more details on using hashes here.

Provenance

The following attestation bundles were made for ubpe_cython-0.3.0-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