Skip to main content

Difficulty and performance calculation for osu!

Project description

rina-pp-pyb

Library to calculate difficulty and performance attributes for all osu! modes.

This is a python binding to the Rust library rina-pp which was bootstrapped through PyO3. As such, its performance is much faster than a native python library.

Usage

The library exposes multiple classes:

Example

Calculating performance

import rina_pp_pyb as rosu

# either `path`, `bytes`, or `content` must be specified when parsing a map
map = rosu.Beatmap(path = "/path/to/file.osu")

# Optionally convert to a specific mode
map.convert(rosu.GameMode.Mania)

perf = rosu.Performance(
    # various kwargs available
    accuracy = 98.76,
    misses = 2,
    combo = 700,
    hitresult_priority = rosu.HitResultPriority.WorstCase, # favors bad hitresults
)

# Each kwarg can also be specified afterwards through setters
perf.set_accuracy(99.11) # override previously specified accuracy
perf.set_mods(8 + 64)    # HDDT
perf.set_clock_rate(1.4)

# Second argument of map attributes specifies whether mods still need to be accounted for
# `True`: mods already considered; `False`: value should still be adjusted
perf.set_ar(10.5, True)
perf.set_od(5, False)

# Calculate for the map
attrs = perf.calculate(map)

# Note that calculating via map will have to calculate difficulty attributes
# internally which is fairly expensive. To speed it up, you can also pass in
# previously calculated attributes, but be sure they were calculated for the
# same difficulty settings like mods, clock rate, custom map attributes, ...

perf.set_accuracy(100)
perf.set_misses(None)
perf.set_combo(None)

# Calculate a new set of attributes by re-using previous attributes instead of the map
max_attrs = perf.calculate(attrs)

print(f'PP: {attrs.pp}/{max_attrs.pp} | Stars: {max_attrs.difficulty.stars}')

Gradual calculation

import rina_pp_pyb as rosu

# Parsing the map, this time through the `content` kwarg
with open("/path/to/file.osu") as file:
    map = rosu.Beatmap(content = file.read())

# Specifying some difficulty parameters
diff = rosu.Difficulty(
    mods = 16 + 1024, # HRFL
    clock_rate = 1.1,
    ar = 10.2,
    ar_with_mods = True,
)

# Gradually calculating *difficulty* attributes
gradual_diff = diff.gradual_difficulty(map)

for i, attrs in enumerate(gradual_diff, 1):
    print(f'Stars after {i} hitobjects: {attrs.stars}')

# Gradually calculating *performance* attributes
gradual_perf = diff.gradual_performance(map)
i = 1

while True:
    state = rosu.ScoreState(
        max_combo = i,
        n300 = i,
        n100 = 0,
        # ...
    )

    attrs = gradual_perf.next(state)

    if attrs is None:
        # All hitobjects have been processed
        break

    print(f'PP: {attrs.pp}')
    i += 1

Installing rina-pp-pyb

Installing rina-pp-pyb requires a supported version of Python and Rust.

Once Python and Rust are ready to go, you can install the project with pip:

$ pip install rina-pp-pyb

or

$ pip install git+https://github.com/osuthailand/rina-pp-pyb

Learn More

Project details


Download files

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

Source Distribution

rina_pp_pyb-1.0.4.tar.gz (22.7 kB view details)

Uploaded Source

Built Distributions

rina_pp_pyb-1.0.4-pp310-pypy310_pp73-win_amd64.whl (317.5 kB view details)

Uploaded PyPy Windows x86-64

rina_pp_pyb-1.0.4-pp310-pypy310_pp73-musllinux_1_1_x86_64.whl (590.6 kB view details)

Uploaded PyPy musllinux: musl 1.1+ x86-64

rina_pp_pyb-1.0.4-pp310-pypy310_pp73-musllinux_1_1_aarch64.whl (567.3 kB view details)

Uploaded PyPy musllinux: musl 1.1+ ARM64

rina_pp_pyb-1.0.4-pp310-pypy310_pp73-macosx_11_0_arm64.whl (359.8 kB view details)

Uploaded PyPy macOS 11.0+ ARM64

rina_pp_pyb-1.0.4-pp310-pypy310_pp73-macosx_10_12_x86_64.whl (390.0 kB view details)

Uploaded PyPy macOS 10.12+ x86-64

rina_pp_pyb-1.0.4-pp39-pypy39_pp73-win_amd64.whl (318.0 kB view details)

Uploaded PyPy Windows x86-64

rina_pp_pyb-1.0.4-pp39-pypy39_pp73-musllinux_1_1_x86_64.whl (591.2 kB view details)

Uploaded PyPy musllinux: musl 1.1+ x86-64

rina_pp_pyb-1.0.4-pp39-pypy39_pp73-musllinux_1_1_aarch64.whl (567.7 kB view details)

Uploaded PyPy musllinux: musl 1.1+ ARM64

rina_pp_pyb-1.0.4-pp39-pypy39_pp73-macosx_11_0_arm64.whl (360.5 kB view details)

Uploaded PyPy macOS 11.0+ ARM64

rina_pp_pyb-1.0.4-pp39-pypy39_pp73-macosx_10_12_x86_64.whl (390.6 kB view details)

Uploaded PyPy macOS 10.12+ x86-64

rina_pp_pyb-1.0.4-cp312-none-win_arm64.whl (290.9 kB view details)

Uploaded CPython 3.12 Windows ARM64

rina_pp_pyb-1.0.4-cp312-none-win_amd64.whl (320.4 kB view details)

Uploaded CPython 3.12 Windows x86-64

rina_pp_pyb-1.0.4-cp312-cp312-musllinux_1_1_x86_64.whl (591.1 kB view details)

Uploaded CPython 3.12 musllinux: musl 1.1+ x86-64

rina_pp_pyb-1.0.4-cp312-cp312-musllinux_1_1_aarch64.whl (567.6 kB view details)

Uploaded CPython 3.12 musllinux: musl 1.1+ ARM64

rina_pp_pyb-1.0.4-cp312-cp312-macosx_11_0_arm64.whl (360.5 kB view details)

Uploaded CPython 3.12 macOS 11.0+ ARM64

rina_pp_pyb-1.0.4-cp312-cp312-macosx_10_12_x86_64.whl (390.0 kB view details)

Uploaded CPython 3.12 macOS 10.12+ x86-64

rina_pp_pyb-1.0.4-cp311-none-win_arm64.whl (288.6 kB view details)

Uploaded CPython 3.11 Windows ARM64

rina_pp_pyb-1.0.4-cp311-none-win_amd64.whl (317.7 kB view details)

Uploaded CPython 3.11 Windows x86-64

rina_pp_pyb-1.0.4-cp311-cp311-musllinux_1_1_x86_64.whl (591.0 kB view details)

Uploaded CPython 3.11 musllinux: musl 1.1+ x86-64

rina_pp_pyb-1.0.4-cp311-cp311-musllinux_1_1_aarch64.whl (567.5 kB view details)

Uploaded CPython 3.11 musllinux: musl 1.1+ ARM64

rina_pp_pyb-1.0.4-cp311-cp311-macosx_11_0_arm64.whl (360.1 kB view details)

Uploaded CPython 3.11 macOS 11.0+ ARM64

rina_pp_pyb-1.0.4-cp311-cp311-macosx_10_12_x86_64.whl (390.2 kB view details)

Uploaded CPython 3.11 macOS 10.12+ x86-64

rina_pp_pyb-1.0.4-cp310-none-win_amd64.whl (317.7 kB view details)

Uploaded CPython 3.10 Windows x86-64

rina_pp_pyb-1.0.4-cp310-cp310-musllinux_1_1_x86_64.whl (591.1 kB view details)

Uploaded CPython 3.10 musllinux: musl 1.1+ x86-64

rina_pp_pyb-1.0.4-cp310-cp310-musllinux_1_1_aarch64.whl (567.5 kB view details)

Uploaded CPython 3.10 musllinux: musl 1.1+ ARM64

rina_pp_pyb-1.0.4-cp310-cp310-macosx_11_0_arm64.whl (360.2 kB view details)

Uploaded CPython 3.10 macOS 11.0+ ARM64

rina_pp_pyb-1.0.4-cp310-cp310-macosx_10_12_x86_64.whl (390.3 kB view details)

Uploaded CPython 3.10 macOS 10.12+ x86-64

rina_pp_pyb-1.0.4-cp39-none-win_amd64.whl (318.1 kB view details)

Uploaded CPython 3.9 Windows x86-64

rina_pp_pyb-1.0.4-cp39-cp39-musllinux_1_1_x86_64.whl (591.4 kB view details)

Uploaded CPython 3.9 musllinux: musl 1.1+ x86-64

rina_pp_pyb-1.0.4-cp39-cp39-musllinux_1_1_aarch64.whl (567.9 kB view details)

Uploaded CPython 3.9 musllinux: musl 1.1+ ARM64

rina_pp_pyb-1.0.4-cp39-cp39-macosx_11_0_arm64.whl (360.4 kB view details)

Uploaded CPython 3.9 macOS 11.0+ ARM64

rina_pp_pyb-1.0.4-cp39-cp39-macosx_10_12_x86_64.whl (390.6 kB view details)

Uploaded CPython 3.9 macOS 10.12+ x86-64

rina_pp_pyb-1.0.4-cp38-none-win_amd64.whl (318.1 kB view details)

Uploaded CPython 3.8 Windows x86-64

rina_pp_pyb-1.0.4-cp38-cp38-musllinux_1_1_x86_64.whl (591.4 kB view details)

Uploaded CPython 3.8 musllinux: musl 1.1+ x86-64

rina_pp_pyb-1.0.4-cp38-cp38-musllinux_1_1_aarch64.whl (567.9 kB view details)

Uploaded CPython 3.8 musllinux: musl 1.1+ ARM64

rina_pp_pyb-1.0.4-cp38-cp38-macosx_11_0_arm64.whl (360.5 kB view details)

Uploaded CPython 3.8 macOS 11.0+ ARM64

rina_pp_pyb-1.0.4-cp38-cp38-macosx_10_12_x86_64.whl (390.6 kB view details)

Uploaded CPython 3.8 macOS 10.12+ x86-64

File details

Details for the file rina_pp_pyb-1.0.4.tar.gz.

File metadata

  • Download URL: rina_pp_pyb-1.0.4.tar.gz
  • Upload date:
  • Size: 22.7 kB
  • Tags: Source
  • Uploaded using Trusted Publishing? No
  • Uploaded via: twine/5.1.1 CPython/3.10.14

File hashes

Hashes for rina_pp_pyb-1.0.4.tar.gz
Algorithm Hash digest
SHA256 5b6c45479a903ec72a677fa04b7aaf9103d33ab68508f0970f09358c73745f7a
MD5 fefbc1d65eb74cfea682125bf59d289f
BLAKE2b-256 0c6f570b29288155e9d72304328be0d7d6f2981f9dcf0ae7f6c5b12c6599bc63

See more details on using hashes here.

File details

Details for the file rina_pp_pyb-1.0.4-pp310-pypy310_pp73-win_amd64.whl.

File metadata

File hashes

Hashes for rina_pp_pyb-1.0.4-pp310-pypy310_pp73-win_amd64.whl
Algorithm Hash digest
SHA256 80b57f8ef427e88193ca3c64c46dd95f23574d40b6553b33846a1f177975d908
MD5 92b0d87bab4b885244fc3622ddd2cc20
BLAKE2b-256 bf4dfd4f3a594f39b2c8bebf1f9457c4d9bcf2c54a2971ecdc8db1b8000701f8

See more details on using hashes here.

File details

Details for the file rina_pp_pyb-1.0.4-pp310-pypy310_pp73-musllinux_1_1_x86_64.whl.

File metadata

File hashes

Hashes for rina_pp_pyb-1.0.4-pp310-pypy310_pp73-musllinux_1_1_x86_64.whl
Algorithm Hash digest
SHA256 b83b8f9f5c1eb52632c83138bd3c3e06775920799936da52957911a8738b1646
MD5 228a3827e83863e28fec3ba924028f21
BLAKE2b-256 32376e269270942e960071845ab38dcbcb8bc2bfa9a1445dfcd4229a226517ed

See more details on using hashes here.

File details

Details for the file rina_pp_pyb-1.0.4-pp310-pypy310_pp73-musllinux_1_1_aarch64.whl.

File metadata

File hashes

Hashes for rina_pp_pyb-1.0.4-pp310-pypy310_pp73-musllinux_1_1_aarch64.whl
Algorithm Hash digest
SHA256 fefd6451f475597de88de0e1a02d146f7713b8707408bbe3c7d2206b7fdccc1d
MD5 e5a0da01d7d4b4528c29857d507a35bc
BLAKE2b-256 e5a83d29668699d47a05046c4690ec3e7f6f697352ecfba81f9f2d9e7adc9324

See more details on using hashes here.

File details

Details for the file rina_pp_pyb-1.0.4-pp310-pypy310_pp73-macosx_11_0_arm64.whl.

File metadata

File hashes

Hashes for rina_pp_pyb-1.0.4-pp310-pypy310_pp73-macosx_11_0_arm64.whl
Algorithm Hash digest
SHA256 5c54210b313b291979425a7302e68b727f3628be2bf3dd07503fa503d853cf14
MD5 bd23e21a7ecbfc579b8ca4f7cd999140
BLAKE2b-256 be39d916f0553f7eda9659c6c7722aa77c83d8c1f3f6513c70a68ec06df2642e

See more details on using hashes here.

File details

Details for the file rina_pp_pyb-1.0.4-pp310-pypy310_pp73-macosx_10_12_x86_64.whl.

File metadata

File hashes

Hashes for rina_pp_pyb-1.0.4-pp310-pypy310_pp73-macosx_10_12_x86_64.whl
Algorithm Hash digest
SHA256 b42fa81d18061ad602934d48890624559f8738fdb7ffc686ec2aebea9784cc02
MD5 f848337d8b87453fd0391b0c3d44c780
BLAKE2b-256 861b54cd0a32e19b4906296f01df733764bb5abdc0e78f9ca3bc177ce0cb4bf3

See more details on using hashes here.

File details

Details for the file rina_pp_pyb-1.0.4-pp39-pypy39_pp73-win_amd64.whl.

File metadata

File hashes

Hashes for rina_pp_pyb-1.0.4-pp39-pypy39_pp73-win_amd64.whl
Algorithm Hash digest
SHA256 ed2c793e7bf8b4b8c8835df3b2d7120dd90b4fa9e14010dbd731d7192139ee3e
MD5 eaadc829f7c1a2578ef5baf492f50d67
BLAKE2b-256 dfa850e7d2067b8ba76f573dc2cdadae283de81808bd588036f0d6370d1818f1

See more details on using hashes here.

File details

Details for the file rina_pp_pyb-1.0.4-pp39-pypy39_pp73-musllinux_1_1_x86_64.whl.

File metadata

File hashes

Hashes for rina_pp_pyb-1.0.4-pp39-pypy39_pp73-musllinux_1_1_x86_64.whl
Algorithm Hash digest
SHA256 abb28b60a1e599ac91fc71d1f2f2fa0691a601cf4468221a71b9992ca00abb55
MD5 e5160e11487120547e5409f2c7302565
BLAKE2b-256 41e0d485eaf205b01f9fda4719a5a1379fb0d9c00ac775f6e96710c5973c351b

See more details on using hashes here.

File details

Details for the file rina_pp_pyb-1.0.4-pp39-pypy39_pp73-musllinux_1_1_aarch64.whl.

File metadata

File hashes

Hashes for rina_pp_pyb-1.0.4-pp39-pypy39_pp73-musllinux_1_1_aarch64.whl
Algorithm Hash digest
SHA256 64120ddd6e33b82e9dfcbc754dd40568bb108dc7e030744536cde5f3e1c21a09
MD5 63459f3e33bfa13fdea22d3c556f2538
BLAKE2b-256 89fd7c8cf3476bdbf269b30cd317d36af31b6d448a505aaab0bc44b02740568e

See more details on using hashes here.

File details

Details for the file rina_pp_pyb-1.0.4-pp39-pypy39_pp73-macosx_11_0_arm64.whl.

File metadata

File hashes

Hashes for rina_pp_pyb-1.0.4-pp39-pypy39_pp73-macosx_11_0_arm64.whl
Algorithm Hash digest
SHA256 22b822a2b908eebddad5434d9fcecce703ca465ac8f4f772d1c8cdab5e99d988
MD5 d3fb8a3dcc95d740f4c996d4e3e7d60f
BLAKE2b-256 92d92c60b0aa77ff6d1de25cd1a9f2a9b0d01d4b28360dff660f5701656b6bc3

See more details on using hashes here.

File details

Details for the file rina_pp_pyb-1.0.4-pp39-pypy39_pp73-macosx_10_12_x86_64.whl.

File metadata

File hashes

Hashes for rina_pp_pyb-1.0.4-pp39-pypy39_pp73-macosx_10_12_x86_64.whl
Algorithm Hash digest
SHA256 9800735cf506695aa244994900a45d5d3803df8fddaf3993825f2157df5d71a8
MD5 1e5fde82c5e8a56b399ebd0024b63d4e
BLAKE2b-256 b7fc434dbe834179b80628442c428816145a25c99eec0dff58a199a360850c12

See more details on using hashes here.

File details

Details for the file rina_pp_pyb-1.0.4-cp312-none-win_arm64.whl.

File metadata

File hashes

Hashes for rina_pp_pyb-1.0.4-cp312-none-win_arm64.whl
Algorithm Hash digest
SHA256 0ad2aa6d36202b37aaa1f715b7573a0bafdcb179d782d344144e86098df2e4e3
MD5 c1d18b62bcb9e99b6e7c45f2f8f30dba
BLAKE2b-256 0e42442df398582798c8ab3c0d5cec1be3c34f309d34a48025f6e78dfd9a58d5

See more details on using hashes here.

File details

Details for the file rina_pp_pyb-1.0.4-cp312-none-win_amd64.whl.

File metadata

File hashes

Hashes for rina_pp_pyb-1.0.4-cp312-none-win_amd64.whl
Algorithm Hash digest
SHA256 6cfc8afafe8c7ddec41ce74980240488dca6a1b529439edd9a78f8ed4f5d5ab1
MD5 9ebef37187bba91229d2edf2548a6e66
BLAKE2b-256 4ae933ba741110f72361813b295f349f0850d4111cced2053104c55610cde173

See more details on using hashes here.

File details

Details for the file rina_pp_pyb-1.0.4-cp312-cp312-musllinux_1_1_x86_64.whl.

File metadata

File hashes

Hashes for rina_pp_pyb-1.0.4-cp312-cp312-musllinux_1_1_x86_64.whl
Algorithm Hash digest
SHA256 0a7d3177c2b7a8de670c728295a1a43ef243733be76bba89a3171f58dcd5ae98
MD5 a2e85165b9b5f71405650606400c4fa3
BLAKE2b-256 76d90441525cff4dc347f2407dd08d8bc2ce0eb733b1985b1b609e48b4c4afa7

See more details on using hashes here.

File details

Details for the file rina_pp_pyb-1.0.4-cp312-cp312-musllinux_1_1_aarch64.whl.

File metadata

File hashes

Hashes for rina_pp_pyb-1.0.4-cp312-cp312-musllinux_1_1_aarch64.whl
Algorithm Hash digest
SHA256 c375a1e2086852974cdeb9474bec325b0f71397b20eb8b70cd935f9d7baa676d
MD5 e5b0aa91606d9d5667d7a5f8594f0c97
BLAKE2b-256 9579f59fda370054f4ee5d71a51d7d19c33a22fc75ccd1bc299f53858a72c731

See more details on using hashes here.

File details

Details for the file rina_pp_pyb-1.0.4-cp312-cp312-macosx_11_0_arm64.whl.

File metadata

File hashes

Hashes for rina_pp_pyb-1.0.4-cp312-cp312-macosx_11_0_arm64.whl
Algorithm Hash digest
SHA256 03f891022dcb24608a27e16a5115acc83397bc3ab86ed64623a1b7e84b21dcbf
MD5 a921c0e27618e7b69f978eae12a0ff40
BLAKE2b-256 1d4c2be684129ecf4946898b285088d455502766741fb86ba4cd148ab44aa7cb

See more details on using hashes here.

File details

Details for the file rina_pp_pyb-1.0.4-cp312-cp312-macosx_10_12_x86_64.whl.

File metadata

File hashes

Hashes for rina_pp_pyb-1.0.4-cp312-cp312-macosx_10_12_x86_64.whl
Algorithm Hash digest
SHA256 306c21dcef96843e18123e62fb7ccd901afa504a13ba0a64521f4269e81d238d
MD5 fe5384a08f3dd4b37c3593a14033d0e6
BLAKE2b-256 7fa4c815b4c33f7c9b0e988a876236c9090d461f4f40a5078d93f34a2083fa2d

See more details on using hashes here.

File details

Details for the file rina_pp_pyb-1.0.4-cp311-none-win_arm64.whl.

File metadata

File hashes

Hashes for rina_pp_pyb-1.0.4-cp311-none-win_arm64.whl
Algorithm Hash digest
SHA256 4c81601a6f22ee8dd53bb9482b612737108cc2437ac1c8637f732de920adb47c
MD5 fe9bc269ae0967bdad8bc4e5886b3cc2
BLAKE2b-256 c093e04f8753b9e8acd832bf512db71663085418e6deb7c074ff2936e149b7a4

See more details on using hashes here.

File details

Details for the file rina_pp_pyb-1.0.4-cp311-none-win_amd64.whl.

File metadata

File hashes

Hashes for rina_pp_pyb-1.0.4-cp311-none-win_amd64.whl
Algorithm Hash digest
SHA256 1881439a2327b22877906b472d6a74f36fbb6e31faf6be9ce1e872f73c085e76
MD5 99d9abab1767b612fce173987471ea32
BLAKE2b-256 5b87641198f0ff5e5d66632d5a41b5ea4be5eb417cc200b2fe2a2c9ee09182ef

See more details on using hashes here.

File details

Details for the file rina_pp_pyb-1.0.4-cp311-cp311-musllinux_1_1_x86_64.whl.

File metadata

File hashes

Hashes for rina_pp_pyb-1.0.4-cp311-cp311-musllinux_1_1_x86_64.whl
Algorithm Hash digest
SHA256 afea93a5f1a003c986cbac18d2a4565c538a8927fcef77d6634a94a68baf6cf2
MD5 3fcbe9a855b07e473aedad2092e35b88
BLAKE2b-256 4535200648be765b5b6ea204375208ee80175793cf46fb27d04a10a17890c2bc

See more details on using hashes here.

File details

Details for the file rina_pp_pyb-1.0.4-cp311-cp311-musllinux_1_1_aarch64.whl.

File metadata

File hashes

Hashes for rina_pp_pyb-1.0.4-cp311-cp311-musllinux_1_1_aarch64.whl
Algorithm Hash digest
SHA256 edd16158a228d70f8263fbc199ac136623dba5a19020c017641095eef1659cc1
MD5 810529e107937e3fadd1ba0eb592ef3d
BLAKE2b-256 50f6096067d6adc74eb95450a7f717da8beda2e0e9627ac96901b786e51e48d6

See more details on using hashes here.

File details

Details for the file rina_pp_pyb-1.0.4-cp311-cp311-macosx_11_0_arm64.whl.

File metadata

File hashes

Hashes for rina_pp_pyb-1.0.4-cp311-cp311-macosx_11_0_arm64.whl
Algorithm Hash digest
SHA256 d698654c2635f7e703df1c66b713d5ed475e7c396374eeb6945ab3b495b20fe3
MD5 1108b70414d6b625ab98541f2cfc1e3d
BLAKE2b-256 4cd7b72999e5d731a1520ccccfb948261030f0e9d35206c761daefd9bc329071

See more details on using hashes here.

File details

Details for the file rina_pp_pyb-1.0.4-cp311-cp311-macosx_10_12_x86_64.whl.

File metadata

File hashes

Hashes for rina_pp_pyb-1.0.4-cp311-cp311-macosx_10_12_x86_64.whl
Algorithm Hash digest
SHA256 b78f57ee3a37af83b8b0f77e76d2af6599c509817982664a59ffb4262e52f616
MD5 fd8e3275cec3d16c3c41fcbc36d6a3d8
BLAKE2b-256 cf42c2ecc7c3b6bac23cb7772319c0c3074cb8dd50924f310b82521ff5462be1

See more details on using hashes here.

File details

Details for the file rina_pp_pyb-1.0.4-cp310-none-win_amd64.whl.

File metadata

File hashes

Hashes for rina_pp_pyb-1.0.4-cp310-none-win_amd64.whl
Algorithm Hash digest
SHA256 c4a7c88a30fa12a95a650fb1c24e4e9dff2d498e80cd65bd47fb49d165b1f7d1
MD5 cba09fcce7a6dc91995ae90d86d6e097
BLAKE2b-256 ab5ef3fff5013b3d9982917278f6c49fcd31772636a9bf5fac991b771135150b

See more details on using hashes here.

File details

Details for the file rina_pp_pyb-1.0.4-cp310-cp310-musllinux_1_1_x86_64.whl.

File metadata

File hashes

Hashes for rina_pp_pyb-1.0.4-cp310-cp310-musllinux_1_1_x86_64.whl
Algorithm Hash digest
SHA256 5e4bd34fd9bb7eb5f304acea9ef93eff9bc45793a9108ef9b1b31702b4dfd5bb
MD5 9003a9f8f74c617860cd273a207d2dec
BLAKE2b-256 3db6c778ab6f30b4fc53925b9e1752b4b5c9a184b51ef48dfbe906a3eab69325

See more details on using hashes here.

File details

Details for the file rina_pp_pyb-1.0.4-cp310-cp310-musllinux_1_1_aarch64.whl.

File metadata

File hashes

Hashes for rina_pp_pyb-1.0.4-cp310-cp310-musllinux_1_1_aarch64.whl
Algorithm Hash digest
SHA256 39338905e1afb6f7cfb1cec9a86ab0037722852ceae0d7d44c7ca46c49347b99
MD5 30668e643cbb210fbc22b2570c7e434d
BLAKE2b-256 c5424dd53b13805248d007af9aaa2937790769fe2e3dcc1573017f4430327a5e

See more details on using hashes here.

File details

Details for the file rina_pp_pyb-1.0.4-cp310-cp310-macosx_11_0_arm64.whl.

File metadata

File hashes

Hashes for rina_pp_pyb-1.0.4-cp310-cp310-macosx_11_0_arm64.whl
Algorithm Hash digest
SHA256 78f02574bb442f5c915f064029fd004fbb75133fd7c37277c7b82d8b9685debb
MD5 0b9929d481d9fd068de33248e9ff434d
BLAKE2b-256 db1a8481f43071ce83ba9578b03a320063d34dbafde51b7fab4dca204fbd7649

See more details on using hashes here.

File details

Details for the file rina_pp_pyb-1.0.4-cp310-cp310-macosx_10_12_x86_64.whl.

File metadata

File hashes

Hashes for rina_pp_pyb-1.0.4-cp310-cp310-macosx_10_12_x86_64.whl
Algorithm Hash digest
SHA256 fa9ac7fee81f88fa56cc70f0c2ac5fd99de66777b3c610807be866d190592ae5
MD5 72da00ef43462f7ef36e3348d782473c
BLAKE2b-256 1753f2460b06610b564a58402b5d13cff5f8d1b57f358b938e3def9ebd0df237

See more details on using hashes here.

File details

Details for the file rina_pp_pyb-1.0.4-cp39-none-win_amd64.whl.

File metadata

File hashes

Hashes for rina_pp_pyb-1.0.4-cp39-none-win_amd64.whl
Algorithm Hash digest
SHA256 d494b0673b76eb37289ec90342e844ae4e785e50f96c883c77e7622dbc757c0e
MD5 9d1ef8f2097aa64b99703b72bebee009
BLAKE2b-256 cc8c49368c6bc15bae6ec559172ce1b96d04049f3f2af580d33ba4dfbcc0e0f4

See more details on using hashes here.

File details

Details for the file rina_pp_pyb-1.0.4-cp39-cp39-musllinux_1_1_x86_64.whl.

File metadata

File hashes

Hashes for rina_pp_pyb-1.0.4-cp39-cp39-musllinux_1_1_x86_64.whl
Algorithm Hash digest
SHA256 9b950e278e0546b20d5c659b389c06874911d8ab52fab345379a1ea9f2e1c0b5
MD5 e33c85dd444dd0df135a37d652683b13
BLAKE2b-256 15f0ee9020168ca8fa273435d7a4e7561148d50f9736c79c87fd22e71d18b407

See more details on using hashes here.

File details

Details for the file rina_pp_pyb-1.0.4-cp39-cp39-musllinux_1_1_aarch64.whl.

File metadata

File hashes

Hashes for rina_pp_pyb-1.0.4-cp39-cp39-musllinux_1_1_aarch64.whl
Algorithm Hash digest
SHA256 0937d8e368a1dccb25cb42d25f00db7eb32b21835237577879d756dd8624f57d
MD5 1ed26bd64dc1b99431037f4c747dce8d
BLAKE2b-256 1bac4c31d6995a2711e5bd921352b85489135e65bacdc5f7f6f73b3e44a47159

See more details on using hashes here.

File details

Details for the file rina_pp_pyb-1.0.4-cp39-cp39-macosx_11_0_arm64.whl.

File metadata

File hashes

Hashes for rina_pp_pyb-1.0.4-cp39-cp39-macosx_11_0_arm64.whl
Algorithm Hash digest
SHA256 8c07a8544923789e8f16dd6d4153cbbce29f31f2437f11a258a1602dfa32ba63
MD5 8260885f34c1828af39bd17b8292617d
BLAKE2b-256 b65ed8310b897f9273513a9ed1f288c99471c0a776dbd0ed8c06536599887ef8

See more details on using hashes here.

File details

Details for the file rina_pp_pyb-1.0.4-cp39-cp39-macosx_10_12_x86_64.whl.

File metadata

File hashes

Hashes for rina_pp_pyb-1.0.4-cp39-cp39-macosx_10_12_x86_64.whl
Algorithm Hash digest
SHA256 e89fab2e9b9d3daeb163c6a2ba59e88863957e4a924e9c08212886580cdcdeb4
MD5 55a6b00e77f7eb45b9abf331790293f1
BLAKE2b-256 82e85a39a9c6639913c20f66155c3eba4db81a20c6cc588dec18951a68e0a96b

See more details on using hashes here.

File details

Details for the file rina_pp_pyb-1.0.4-cp38-none-win_amd64.whl.

File metadata

File hashes

Hashes for rina_pp_pyb-1.0.4-cp38-none-win_amd64.whl
Algorithm Hash digest
SHA256 9c7a8faef724091234e19b1044cbc5527e1d5bfd438d86a5494ff0a616d0a7ed
MD5 465381aa4f4066693c005c4673a248ae
BLAKE2b-256 2865395f8793c0f2759fe6b56768cc3d56c08e926a5de0ed349d89fbc68cc0db

See more details on using hashes here.

File details

Details for the file rina_pp_pyb-1.0.4-cp38-cp38-musllinux_1_1_x86_64.whl.

File metadata

File hashes

Hashes for rina_pp_pyb-1.0.4-cp38-cp38-musllinux_1_1_x86_64.whl
Algorithm Hash digest
SHA256 17c0062b0a4b51499152f526d6be3832dbeff6a7bc96dcd52fac1d78c5363208
MD5 9d32f64f21e65bacf6bbfe9ae4ec8ed5
BLAKE2b-256 d2df0728ec245b3a55351a7e9ad012dd10ed561bda686f6ceb4ec497d7687957

See more details on using hashes here.

File details

Details for the file rina_pp_pyb-1.0.4-cp38-cp38-musllinux_1_1_aarch64.whl.

File metadata

File hashes

Hashes for rina_pp_pyb-1.0.4-cp38-cp38-musllinux_1_1_aarch64.whl
Algorithm Hash digest
SHA256 b3eee51cf21fc0ea50d43969550249b1d82786ec01edf57060204e87df529b70
MD5 92f3daeafe789e35ade26f037f3f568e
BLAKE2b-256 0d8536c29157197c06623c18aa732e9be9f1c04736e9eef6d4f7c0f85ea8c631

See more details on using hashes here.

File details

Details for the file rina_pp_pyb-1.0.4-cp38-cp38-macosx_11_0_arm64.whl.

File metadata

File hashes

Hashes for rina_pp_pyb-1.0.4-cp38-cp38-macosx_11_0_arm64.whl
Algorithm Hash digest
SHA256 e631ae56277a5f06bf3a480ea5513e22d606320b408d99699d04be9ca3738b9e
MD5 cb2ff7bd4a940950699990eaf878ed11
BLAKE2b-256 0cc5912750d2bf3094adbced857e4c3b440cf3e1ac796b069129366706f65433

See more details on using hashes here.

File details

Details for the file rina_pp_pyb-1.0.4-cp38-cp38-macosx_10_12_x86_64.whl.

File metadata

File hashes

Hashes for rina_pp_pyb-1.0.4-cp38-cp38-macosx_10_12_x86_64.whl
Algorithm Hash digest
SHA256 b76ef21abca040c33d74fbaade8a23c83f4fef3b24e72c615e49970d2c4fa3bd
MD5 a4ddd0ea1e93c731b7efe48e2cb93181
BLAKE2b-256 9fbd6bba1dee77a68682ff458d04427ce49739a0a9d8d5b75ac6ac770b7225fb

See more details on using hashes here.

Supported by

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