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

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

This version

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-0.2.4-cp314-cp314-win_arm64.whl (3.1 kB view details)

Uploaded CPython 3.14Windows ARM64

ubpe_cython-0.2.4-cp314-cp314-win_amd64.whl (3.8 kB view details)

Uploaded CPython 3.14Windows x86-64

ubpe_cython-0.2.4-cp314-cp314-manylinux_2_39_x86_64.whl (182.3 kB view details)

Uploaded CPython 3.14manylinux: glibc 2.39+ x86-64

ubpe_cython-0.2.4-cp314-cp314-manylinux_2_39_aarch64.whl (171.5 kB view details)

Uploaded CPython 3.14manylinux: glibc 2.39+ ARM64

ubpe_cython-0.2.4-cp314-cp314-manylinux_2_35_x86_64.whl (185.1 kB view details)

Uploaded CPython 3.14manylinux: glibc 2.35+ x86-64

ubpe_cython-0.2.4-cp314-cp314-manylinux_2_35_aarch64.whl (171.0 kB view details)

Uploaded CPython 3.14manylinux: glibc 2.35+ ARM64

ubpe_cython-0.2.4-cp314-cp314-macosx_15_0_x86_64.whl (159.2 kB view details)

Uploaded CPython 3.14macOS 15.0+ x86-64

ubpe_cython-0.2.4-cp314-cp314-macosx_15_0_arm64.whl (146.9 kB view details)

Uploaded CPython 3.14macOS 15.0+ ARM64

ubpe_cython-0.2.4-cp313-cp313-win_arm64.whl (3.1 kB view details)

Uploaded CPython 3.13Windows ARM64

ubpe_cython-0.2.4-cp313-cp313-win_amd64.whl (3.8 kB view details)

Uploaded CPython 3.13Windows x86-64

ubpe_cython-0.2.4-cp313-cp313-manylinux_2_39_x86_64.whl (182.0 kB view details)

Uploaded CPython 3.13manylinux: glibc 2.39+ x86-64

ubpe_cython-0.2.4-cp313-cp313-manylinux_2_39_aarch64.whl (170.9 kB view details)

Uploaded CPython 3.13manylinux: glibc 2.39+ ARM64

ubpe_cython-0.2.4-cp313-cp313-manylinux_2_35_x86_64.whl (185.1 kB view details)

Uploaded CPython 3.13manylinux: glibc 2.35+ x86-64

ubpe_cython-0.2.4-cp313-cp313-manylinux_2_35_aarch64.whl (170.3 kB view details)

Uploaded CPython 3.13manylinux: glibc 2.35+ ARM64

ubpe_cython-0.2.4-cp313-cp313-macosx_15_0_x86_64.whl (158.9 kB view details)

Uploaded CPython 3.13macOS 15.0+ x86-64

ubpe_cython-0.2.4-cp313-cp313-macosx_15_0_arm64.whl (146.2 kB view details)

Uploaded CPython 3.13macOS 15.0+ ARM64

ubpe_cython-0.2.4-cp312-cp312-win_arm64.whl (3.1 kB view details)

Uploaded CPython 3.12Windows ARM64

ubpe_cython-0.2.4-cp312-cp312-win_amd64.whl (3.8 kB view details)

Uploaded CPython 3.12Windows x86-64

ubpe_cython-0.2.4-cp312-cp312-manylinux_2_39_x86_64.whl (180.6 kB view details)

Uploaded CPython 3.12manylinux: glibc 2.39+ x86-64

ubpe_cython-0.2.4-cp312-cp312-manylinux_2_39_aarch64.whl (169.6 kB view details)

Uploaded CPython 3.12manylinux: glibc 2.39+ ARM64

ubpe_cython-0.2.4-cp312-cp312-manylinux_2_35_x86_64.whl (184.0 kB view details)

Uploaded CPython 3.12manylinux: glibc 2.35+ x86-64

ubpe_cython-0.2.4-cp312-cp312-manylinux_2_35_aarch64.whl (169.3 kB view details)

Uploaded CPython 3.12manylinux: glibc 2.35+ ARM64

ubpe_cython-0.2.4-cp312-cp312-macosx_15_0_x86_64.whl (157.2 kB view details)

Uploaded CPython 3.12macOS 15.0+ x86-64

ubpe_cython-0.2.4-cp312-cp312-macosx_15_0_arm64.whl (144.9 kB view details)

Uploaded CPython 3.12macOS 15.0+ ARM64

File details

Details for the file ubpe_cython-0.2.4-cp314-cp314-win_arm64.whl.

File metadata

File hashes

Hashes for ubpe_cython-0.2.4-cp314-cp314-win_arm64.whl
Algorithm Hash digest
SHA256 9919a6a64446d013b451813a5d41b9c7f01812eb43f65ff13e263f29fcafaf67
MD5 50050f4cca71050e4f4785ccf1367aae
BLAKE2b-256 75f2db92ed4d28dd60a4885d92b051d10bca0d8c9e3618005381e328a2235709

See more details on using hashes here.

Provenance

The following attestation bundles were made for ubpe_cython-0.2.4-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-0.2.4-cp314-cp314-win_amd64.whl.

File metadata

File hashes

Hashes for ubpe_cython-0.2.4-cp314-cp314-win_amd64.whl
Algorithm Hash digest
SHA256 96e224dca6dca0aebbc988459c5fdbf9422e99f1d71a364bba0b3190420d7b06
MD5 4952e53ac0dd37bf028a5153a7ed6743
BLAKE2b-256 197b99c803ebe21222913427cfac2c76e41cd7d684dac1fe74099af762646f0d

See more details on using hashes here.

Provenance

The following attestation bundles were made for ubpe_cython-0.2.4-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-0.2.4-cp314-cp314-manylinux_2_39_x86_64.whl.

File metadata

File hashes

Hashes for ubpe_cython-0.2.4-cp314-cp314-manylinux_2_39_x86_64.whl
Algorithm Hash digest
SHA256 616b866b6c28563219b72515b70b2b2e9d201f2fef261c1dcc20dec91ccfa612
MD5 ccded896461455f9dfea98a6265393c9
BLAKE2b-256 9ebcf87c228f9b80eb34ab2eb57a2c5d0551312ef7071fad460d12e2f3a5524d

See more details on using hashes here.

Provenance

The following attestation bundles were made for ubpe_cython-0.2.4-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-0.2.4-cp314-cp314-manylinux_2_39_aarch64.whl.

File metadata

File hashes

Hashes for ubpe_cython-0.2.4-cp314-cp314-manylinux_2_39_aarch64.whl
Algorithm Hash digest
SHA256 25927bfc1ca8834e785efda773926de292e3ab167e768152565d293a8b63c5c4
MD5 ceb8a0c481005084a6f7d989b3cc170e
BLAKE2b-256 027903433ef1f5594cb2b1ec117871d0d78048f613df11f112431742d30d49a2

See more details on using hashes here.

Provenance

The following attestation bundles were made for ubpe_cython-0.2.4-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-0.2.4-cp314-cp314-manylinux_2_35_x86_64.whl.

File metadata

File hashes

Hashes for ubpe_cython-0.2.4-cp314-cp314-manylinux_2_35_x86_64.whl
Algorithm Hash digest
SHA256 f5bc395848a6d22be56652b8d64be6f2cfb50c39eb1cb6e0122ac0f1b3c885cf
MD5 ecba1f9c6bb60293b69eab2d2cab943d
BLAKE2b-256 57d6b7f20e3f83db52e9553343e8f00fdfd8d560cf73d4ed030dff6edab32c4b

See more details on using hashes here.

Provenance

The following attestation bundles were made for ubpe_cython-0.2.4-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-0.2.4-cp314-cp314-manylinux_2_35_aarch64.whl.

File metadata

File hashes

Hashes for ubpe_cython-0.2.4-cp314-cp314-manylinux_2_35_aarch64.whl
Algorithm Hash digest
SHA256 325db1659a43ecf14605d08b63c2e4f03818d362981706f5a186f3569e78e9ab
MD5 3e05cbd231b8a5d2168ecad0c87ae13c
BLAKE2b-256 43978340f1b58e13f66aa0d68b30d1550880473e9a2a1bbebb96e8129ab0908f

See more details on using hashes here.

Provenance

The following attestation bundles were made for ubpe_cython-0.2.4-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-0.2.4-cp314-cp314-macosx_15_0_x86_64.whl.

File metadata

File hashes

Hashes for ubpe_cython-0.2.4-cp314-cp314-macosx_15_0_x86_64.whl
Algorithm Hash digest
SHA256 66a0955861dff5403376236167909776ac5e262a527a6bbc70ef6a6c6f18d696
MD5 174202a38b8751a4ec459071b5d7db5a
BLAKE2b-256 cba2e78433628bc486451d8adca92433e70be58ebfe72e22b67d9665c5511b85

See more details on using hashes here.

Provenance

The following attestation bundles were made for ubpe_cython-0.2.4-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-0.2.4-cp314-cp314-macosx_15_0_arm64.whl.

File metadata

File hashes

Hashes for ubpe_cython-0.2.4-cp314-cp314-macosx_15_0_arm64.whl
Algorithm Hash digest
SHA256 75645cfab749d7f14e7e3e899c8f751cd0627fea91bd46fb540bbdda3faad290
MD5 b5316f8a86169eb1d165510330a614d5
BLAKE2b-256 b974aeb4412b99961a40dbb0e981885a36dfbc79d0e3d84247c7a14f03e578e1

See more details on using hashes here.

Provenance

The following attestation bundles were made for ubpe_cython-0.2.4-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-0.2.4-cp313-cp313-win_arm64.whl.

File metadata

File hashes

Hashes for ubpe_cython-0.2.4-cp313-cp313-win_arm64.whl
Algorithm Hash digest
SHA256 5a1fe0f0df93186b7ec57358616b5477e13791adc4ce18c4d6ffdb62e9cc9f5d
MD5 b1b2fc420f8b4e7d4ee0ac50ec201552
BLAKE2b-256 1c036cfeaa1d349b1bdae4041ed3af613a372292af013158f34b038c0b5cfd99

See more details on using hashes here.

Provenance

The following attestation bundles were made for ubpe_cython-0.2.4-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-0.2.4-cp313-cp313-win_amd64.whl.

File metadata

File hashes

Hashes for ubpe_cython-0.2.4-cp313-cp313-win_amd64.whl
Algorithm Hash digest
SHA256 d566153ad574d699f61ec38ec0a3e7e18ec42784cb94271f68669713f3b874a0
MD5 655debf3e59c2f4a83cd76665af92a86
BLAKE2b-256 dab5d55847019b903bf1f854efe67b1ea96f92dd303a9e01c4a63e58ebd19293

See more details on using hashes here.

Provenance

The following attestation bundles were made for ubpe_cython-0.2.4-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-0.2.4-cp313-cp313-manylinux_2_39_x86_64.whl.

File metadata

File hashes

Hashes for ubpe_cython-0.2.4-cp313-cp313-manylinux_2_39_x86_64.whl
Algorithm Hash digest
SHA256 bd5cdfeb8b9bfa67be1f554229be62d32c4f77236d8fa9568dc5389ff37622d3
MD5 56c276bf789619486e761693f42c5318
BLAKE2b-256 329f4d23380d3e608a0886ee4aa4c47a4482817eed15b284ab408b35b2cb0d33

See more details on using hashes here.

Provenance

The following attestation bundles were made for ubpe_cython-0.2.4-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-0.2.4-cp313-cp313-manylinux_2_39_aarch64.whl.

File metadata

File hashes

Hashes for ubpe_cython-0.2.4-cp313-cp313-manylinux_2_39_aarch64.whl
Algorithm Hash digest
SHA256 a49b4a05fd93e707843c39b272a15c3255e03c3ac0f807cf1e60fed3bacb889e
MD5 d13f425f800ef2ebee8b7909e1b2fbd9
BLAKE2b-256 76cc06135db9df9e41c23717c00e50e7080ba29ba4cb77c20316011379df9c06

See more details on using hashes here.

Provenance

The following attestation bundles were made for ubpe_cython-0.2.4-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-0.2.4-cp313-cp313-manylinux_2_35_x86_64.whl.

File metadata

File hashes

Hashes for ubpe_cython-0.2.4-cp313-cp313-manylinux_2_35_x86_64.whl
Algorithm Hash digest
SHA256 41a422da23810190fe3f3d90b1d5c41604bb2d88c0ff8f1cdcf9937dc4dbdc37
MD5 f91edf3cf7b2d45d5b5d5350e5ab60ee
BLAKE2b-256 56de7d01d67b32a3fd3bfbdf3829db47d4da5563f274169ac51b9c07cbda9917

See more details on using hashes here.

Provenance

The following attestation bundles were made for ubpe_cython-0.2.4-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-0.2.4-cp313-cp313-manylinux_2_35_aarch64.whl.

File metadata

File hashes

Hashes for ubpe_cython-0.2.4-cp313-cp313-manylinux_2_35_aarch64.whl
Algorithm Hash digest
SHA256 66b2405119089b7b36e7b672f7115f759e10d82d58828319da107a15ed0c3806
MD5 e9fa108c9144a2726eaf55c3626a18a7
BLAKE2b-256 aca302409c338570d4c41bdea256e7d666eb02cf47fabb1d5901ff36bb811914

See more details on using hashes here.

Provenance

The following attestation bundles were made for ubpe_cython-0.2.4-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-0.2.4-cp313-cp313-macosx_15_0_x86_64.whl.

File metadata

File hashes

Hashes for ubpe_cython-0.2.4-cp313-cp313-macosx_15_0_x86_64.whl
Algorithm Hash digest
SHA256 3b50b287818c769dcecd1cec4dbcea9882d1898b5d82c0c2f392a86d9b924a7b
MD5 1d7b2f7a6ecacc63d3c43585d91d1d57
BLAKE2b-256 bc5ece6a5904023734e1d3359d57edccffb52c74fb317174497081245abaf795

See more details on using hashes here.

Provenance

The following attestation bundles were made for ubpe_cython-0.2.4-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-0.2.4-cp313-cp313-macosx_15_0_arm64.whl.

File metadata

File hashes

Hashes for ubpe_cython-0.2.4-cp313-cp313-macosx_15_0_arm64.whl
Algorithm Hash digest
SHA256 572eb8caa27513587af8c43152ff46cef13cbdd3dddaf9d511aced60982324a2
MD5 177cccfa3d1d196800107f8a80eb382d
BLAKE2b-256 df12a780eb7adc35739a41897849fd624d7443fb7bae7c019801a21f091fb3e4

See more details on using hashes here.

Provenance

The following attestation bundles were made for ubpe_cython-0.2.4-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-0.2.4-cp312-cp312-win_arm64.whl.

File metadata

File hashes

Hashes for ubpe_cython-0.2.4-cp312-cp312-win_arm64.whl
Algorithm Hash digest
SHA256 3fb93c411a7704c2094819d7d9b991dabfca34d77d1c42dac9266c8a3d262dcf
MD5 e3c69561660d38e3a0e43df79fa326a0
BLAKE2b-256 a9cece89285a255fe4a1c3388a2583bcd06563aba4eba8d2a505c1e394be4bb5

See more details on using hashes here.

Provenance

The following attestation bundles were made for ubpe_cython-0.2.4-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-0.2.4-cp312-cp312-win_amd64.whl.

File metadata

File hashes

Hashes for ubpe_cython-0.2.4-cp312-cp312-win_amd64.whl
Algorithm Hash digest
SHA256 a80212324de116a9cc4a02199051616d6b0782bbac5c8b479ed82f8677b5a552
MD5 8ffc3a16ad93589a11f4260c68f51bf0
BLAKE2b-256 152409f6ea881149bb1adaab0605b32982741258a7fa4168463c8d9c1673bbd5

See more details on using hashes here.

Provenance

The following attestation bundles were made for ubpe_cython-0.2.4-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-0.2.4-cp312-cp312-manylinux_2_39_x86_64.whl.

File metadata

File hashes

Hashes for ubpe_cython-0.2.4-cp312-cp312-manylinux_2_39_x86_64.whl
Algorithm Hash digest
SHA256 cc95967f618197d75d3fc098a19dd865365271973aace87f5185de888c011067
MD5 a726479f03c018e0cebc059d39e112b1
BLAKE2b-256 ff13d761c89e2b11dc35f9f5c95d51035c8366d786b9d4e350fb2861bdf007fe

See more details on using hashes here.

Provenance

The following attestation bundles were made for ubpe_cython-0.2.4-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-0.2.4-cp312-cp312-manylinux_2_39_aarch64.whl.

File metadata

File hashes

Hashes for ubpe_cython-0.2.4-cp312-cp312-manylinux_2_39_aarch64.whl
Algorithm Hash digest
SHA256 c2b4fc1590d92849e33f6a8f3b032c1638ea75a5d7250acbe9506517c9b738d6
MD5 6925e12554d76339cc22237731c8c467
BLAKE2b-256 017c4cfa371b23c3a0920e8d58d92c2c26e510948f33d4717b0ab6d23595d9f5

See more details on using hashes here.

Provenance

The following attestation bundles were made for ubpe_cython-0.2.4-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-0.2.4-cp312-cp312-manylinux_2_35_x86_64.whl.

File metadata

File hashes

Hashes for ubpe_cython-0.2.4-cp312-cp312-manylinux_2_35_x86_64.whl
Algorithm Hash digest
SHA256 3e0457ea162d8a1e4d9f115e20f43ae4d0b4db4923a1f209d4a74a1460421371
MD5 9f1163783a691528f526967ab46ef1c9
BLAKE2b-256 7ec961b55f0b057ae77b7e830a24250d0635c5554de1b00fccf72344e064ef18

See more details on using hashes here.

Provenance

The following attestation bundles were made for ubpe_cython-0.2.4-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-0.2.4-cp312-cp312-manylinux_2_35_aarch64.whl.

File metadata

File hashes

Hashes for ubpe_cython-0.2.4-cp312-cp312-manylinux_2_35_aarch64.whl
Algorithm Hash digest
SHA256 cd4bba9e29fec5c7cce45da6db6dffac6dc9ec0f9f83a6207e425ced6a75e232
MD5 57a4f2b541b17efb8a13a8b80309bd7f
BLAKE2b-256 96d6c59710259c5f307b4b8234eab542dff5ee63e79b9e206c1bcf2b0225f637

See more details on using hashes here.

Provenance

The following attestation bundles were made for ubpe_cython-0.2.4-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-0.2.4-cp312-cp312-macosx_15_0_x86_64.whl.

File metadata

File hashes

Hashes for ubpe_cython-0.2.4-cp312-cp312-macosx_15_0_x86_64.whl
Algorithm Hash digest
SHA256 b57790dfab17525479b449e3bc031c4cef2fea46c4a80218458f86f081515343
MD5 57531c7c9c622ce92d1acaa047e0c5ba
BLAKE2b-256 e2385c442d5135b3066b741321d7eb0bafbd2f79b8ed0c3e212cd3751485be00

See more details on using hashes here.

Provenance

The following attestation bundles were made for ubpe_cython-0.2.4-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-0.2.4-cp312-cp312-macosx_15_0_arm64.whl.

File metadata

File hashes

Hashes for ubpe_cython-0.2.4-cp312-cp312-macosx_15_0_arm64.whl
Algorithm Hash digest
SHA256 6363f605a09a77418de406d5d3c2ad5001004a1036757e59c822a9551d535a9f
MD5 e4619ce7906dc5c522e7b71e01990901
BLAKE2b-256 a129f91b76a41d8259273034690beb193ba6b147adc7c2aed5fa4e7c5d5b666a

See more details on using hashes here.

Provenance

The following attestation bundles were made for ubpe_cython-0.2.4-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