Skip to main content

A library for rapid computation of Neuroglancer Precomputed shard hashes.

Project description

Automated Tests PyPI version

shard-computer

Perform accelerated shard hash computation for Neuroglancer Precomputed shards.

import shardcomputer

preshift_bits = 0
shard_bits = 11
minishard_bits = 8

label = 12949142

shard_no = shardcomputer.shard_number(label, preshift_bits, shard_bits, minishard_bits)

# let labels be a uint64 numpy array of labels
# e.g. set(['4d2'])
shard_no_set = shardcomputer.unique_shard_numbers(
	labels, preshift_bits, shard_bits, minishard_bits
)

# Returns shard number -> label list dict
# e.g. {'4d2': [12949142]}
shard_no_to_labels = shardcomputer.assign_labels_to_shards(
	label, preshift_bits, shard_bits, minishard_bits
)

Install

pip install shard-computer

Credits

Thank you to Austin Appleby for placing MurMurhash3 into the public domain.

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

shard-computer-1.1.1.tar.gz (15.5 kB view details)

Uploaded Source

Built Distributions

shard_computer-1.1.1-cp312-cp312-win_amd64.whl (69.8 kB view details)

Uploaded CPython 3.12 Windows x86-64

shard_computer-1.1.1-cp312-cp312-win32.whl (64.1 kB view details)

Uploaded CPython 3.12 Windows x86

shard_computer-1.1.1-cp312-cp312-manylinux_2_17_x86_64.manylinux2014_x86_64.whl (107.9 kB view details)

Uploaded CPython 3.12 manylinux: glibc 2.17+ x86-64

shard_computer-1.1.1-cp312-cp312-manylinux_2_17_i686.manylinux2014_i686.whl (113.8 kB view details)

Uploaded CPython 3.12 manylinux: glibc 2.17+ i686

shard_computer-1.1.1-cp312-cp312-manylinux_2_17_aarch64.manylinux2014_aarch64.whl (105.3 kB view details)

Uploaded CPython 3.12 manylinux: glibc 2.17+ ARM64

shard_computer-1.1.1-cp312-cp312-macosx_11_0_arm64.whl (73.2 kB view details)

Uploaded CPython 3.12 macOS 11.0+ ARM64

shard_computer-1.1.1-cp312-cp312-macosx_10_9_x86_64.whl (75.9 kB view details)

Uploaded CPython 3.12 macOS 10.9+ x86-64

shard_computer-1.1.1-cp311-cp311-win_amd64.whl (70.0 kB view details)

Uploaded CPython 3.11 Windows x86-64

shard_computer-1.1.1-cp311-cp311-win32.whl (64.3 kB view details)

Uploaded CPython 3.11 Windows x86

shard_computer-1.1.1-cp311-cp311-manylinux_2_17_x86_64.manylinux2014_x86_64.whl (107.9 kB view details)

Uploaded CPython 3.11 manylinux: glibc 2.17+ x86-64

shard_computer-1.1.1-cp311-cp311-manylinux_2_17_i686.manylinux2014_i686.whl (113.5 kB view details)

Uploaded CPython 3.11 manylinux: glibc 2.17+ i686

shard_computer-1.1.1-cp311-cp311-manylinux_2_17_aarch64.manylinux2014_aarch64.whl (105.6 kB view details)

Uploaded CPython 3.11 manylinux: glibc 2.17+ ARM64

shard_computer-1.1.1-cp311-cp311-macosx_11_0_arm64.whl (74.2 kB view details)

Uploaded CPython 3.11 macOS 11.0+ ARM64

shard_computer-1.1.1-cp311-cp311-macosx_10_9_x86_64.whl (76.6 kB view details)

Uploaded CPython 3.11 macOS 10.9+ x86-64

shard_computer-1.1.1-cp310-cp310-win_amd64.whl (69.2 kB view details)

Uploaded CPython 3.10 Windows x86-64

shard_computer-1.1.1-cp310-cp310-win32.whl (63.4 kB view details)

Uploaded CPython 3.10 Windows x86

shard_computer-1.1.1-cp310-cp310-manylinux_2_17_x86_64.manylinux2014_x86_64.whl (106.6 kB view details)

Uploaded CPython 3.10 manylinux: glibc 2.17+ x86-64

shard_computer-1.1.1-cp310-cp310-manylinux_2_17_i686.manylinux2014_i686.whl (112.0 kB view details)

Uploaded CPython 3.10 manylinux: glibc 2.17+ i686

shard_computer-1.1.1-cp310-cp310-manylinux_2_17_aarch64.manylinux2014_aarch64.whl (104.5 kB view details)

Uploaded CPython 3.10 manylinux: glibc 2.17+ ARM64

shard_computer-1.1.1-cp310-cp310-macosx_11_0_arm64.whl (72.8 kB view details)

Uploaded CPython 3.10 macOS 11.0+ ARM64

shard_computer-1.1.1-cp310-cp310-macosx_10_9_x86_64.whl (75.1 kB view details)

Uploaded CPython 3.10 macOS 10.9+ x86-64

shard_computer-1.1.1-cp39-cp39-win_amd64.whl (68.9 kB view details)

Uploaded CPython 3.9 Windows x86-64

shard_computer-1.1.1-cp39-cp39-win32.whl (63.5 kB view details)

Uploaded CPython 3.9 Windows x86

shard_computer-1.1.1-cp39-cp39-manylinux_2_17_x86_64.manylinux2014_x86_64.whl (106.8 kB view details)

Uploaded CPython 3.9 manylinux: glibc 2.17+ x86-64

shard_computer-1.1.1-cp39-cp39-manylinux_2_17_i686.manylinux2014_i686.whl (112.2 kB view details)

Uploaded CPython 3.9 manylinux: glibc 2.17+ i686

shard_computer-1.1.1-cp39-cp39-manylinux_2_17_aarch64.manylinux2014_aarch64.whl (104.5 kB view details)

Uploaded CPython 3.9 manylinux: glibc 2.17+ ARM64

shard_computer-1.1.1-cp39-cp39-macosx_11_0_arm64.whl (72.9 kB view details)

Uploaded CPython 3.9 macOS 11.0+ ARM64

shard_computer-1.1.1-cp39-cp39-macosx_10_9_x86_64.whl (75.3 kB view details)

Uploaded CPython 3.9 macOS 10.9+ x86-64

shard_computer-1.1.1-cp38-cp38-win_amd64.whl (69.2 kB view details)

Uploaded CPython 3.8 Windows x86-64

shard_computer-1.1.1-cp38-cp38-win32.whl (63.4 kB view details)

Uploaded CPython 3.8 Windows x86

shard_computer-1.1.1-cp38-cp38-manylinux_2_17_x86_64.manylinux2014_x86_64.whl (106.4 kB view details)

Uploaded CPython 3.8 manylinux: glibc 2.17+ x86-64

shard_computer-1.1.1-cp38-cp38-manylinux_2_17_i686.manylinux2014_i686.whl (111.8 kB view details)

Uploaded CPython 3.8 manylinux: glibc 2.17+ i686

shard_computer-1.1.1-cp38-cp38-manylinux_2_17_aarch64.manylinux2014_aarch64.whl (104.2 kB view details)

Uploaded CPython 3.8 manylinux: glibc 2.17+ ARM64

shard_computer-1.1.1-cp38-cp38-macosx_11_0_arm64.whl (72.7 kB view details)

Uploaded CPython 3.8 macOS 11.0+ ARM64

shard_computer-1.1.1-cp38-cp38-macosx_10_9_x86_64.whl (75.1 kB view details)

Uploaded CPython 3.8 macOS 10.9+ x86-64

shard_computer-1.1.1-cp37-cp37m-win_amd64.whl (69.7 kB view details)

Uploaded CPython 3.7m Windows x86-64

shard_computer-1.1.1-cp37-cp37m-win32.whl (64.5 kB view details)

Uploaded CPython 3.7m Windows x86

shard_computer-1.1.1-cp37-cp37m-manylinux_2_17_x86_64.manylinux2014_x86_64.whl (107.7 kB view details)

Uploaded CPython 3.7m manylinux: glibc 2.17+ x86-64

shard_computer-1.1.1-cp37-cp37m-manylinux_2_17_i686.manylinux2014_i686.whl (114.1 kB view details)

Uploaded CPython 3.7m manylinux: glibc 2.17+ i686

shard_computer-1.1.1-cp37-cp37m-manylinux_2_17_aarch64.manylinux2014_aarch64.whl (105.9 kB view details)

Uploaded CPython 3.7m manylinux: glibc 2.17+ ARM64

shard_computer-1.1.1-cp37-cp37m-macosx_10_9_x86_64.whl (75.2 kB view details)

Uploaded CPython 3.7m macOS 10.9+ x86-64

File details

Details for the file shard-computer-1.1.1.tar.gz.

File metadata

  • Download URL: shard-computer-1.1.1.tar.gz
  • Upload date:
  • Size: 15.5 kB
  • Tags: Source
  • Uploaded using Trusted Publishing? No
  • Uploaded via: twine/3.3.0 pkginfo/1.7.0 requests/2.21.0 setuptools/56.0.0 requests-toolbelt/0.9.1 tqdm/4.57.0 CPython/3.8.10

File hashes

Hashes for shard-computer-1.1.1.tar.gz
Algorithm Hash digest
SHA256 147524455acef038bcfbdd33bf3847dd6bbc9ac2063c7aa65b99ff57e22ac9ec
MD5 bdd333cc46d6c9861b90b9ac15cd67d8
BLAKE2b-256 07a31af80f83e65dca8ddc7e339122c03eab420aa9430ba01a31209cac5eb7f4

See more details on using hashes here.

File details

Details for the file shard_computer-1.1.1-cp312-cp312-win_amd64.whl.

File metadata

  • Download URL: shard_computer-1.1.1-cp312-cp312-win_amd64.whl
  • Upload date:
  • Size: 69.8 kB
  • Tags: CPython 3.12, Windows x86-64
  • Uploaded using Trusted Publishing? No
  • Uploaded via: twine/3.3.0 pkginfo/1.7.0 requests/2.21.0 setuptools/56.0.0 requests-toolbelt/0.9.1 tqdm/4.57.0 CPython/3.8.10

File hashes

Hashes for shard_computer-1.1.1-cp312-cp312-win_amd64.whl
Algorithm Hash digest
SHA256 da5be0e183295f25331de35d761000408c1094501c28d81c796f21d67f58f548
MD5 ca4af62e4cf021824564cb7521e3101c
BLAKE2b-256 1fc5937f59de1a1a8bb3dc60d20353c7e65598ffd89fc35930dd636ae528487d

See more details on using hashes here.

File details

Details for the file shard_computer-1.1.1-cp312-cp312-win32.whl.

File metadata

  • Download URL: shard_computer-1.1.1-cp312-cp312-win32.whl
  • Upload date:
  • Size: 64.1 kB
  • Tags: CPython 3.12, Windows x86
  • Uploaded using Trusted Publishing? No
  • Uploaded via: twine/3.3.0 pkginfo/1.7.0 requests/2.21.0 setuptools/56.0.0 requests-toolbelt/0.9.1 tqdm/4.57.0 CPython/3.8.10

File hashes

Hashes for shard_computer-1.1.1-cp312-cp312-win32.whl
Algorithm Hash digest
SHA256 48c770503e5054e5bb34725060590880cfc2cc1a7d4fa2943dbc06b2dfe8de33
MD5 54f1d38984a559d6b02dd3bb2713ad5c
BLAKE2b-256 8178728177debde0057ff99f2c0dad23ad063dded3de889c41a02d564cecaa77

See more details on using hashes here.

File details

Details for the file shard_computer-1.1.1-cp312-cp312-manylinux_2_17_x86_64.manylinux2014_x86_64.whl.

File metadata

File hashes

Hashes for shard_computer-1.1.1-cp312-cp312-manylinux_2_17_x86_64.manylinux2014_x86_64.whl
Algorithm Hash digest
SHA256 b757dd78b91e89427c98e70c011a1233165c00e44350790c4dd415f31b4017c4
MD5 cfc60e359e91bd8fb3d667fcae8c2bff
BLAKE2b-256 818e5720c257b8da2785a8a9a85412dbb0faa2e25b475147ed0457a91a6fcb0e

See more details on using hashes here.

File details

Details for the file shard_computer-1.1.1-cp312-cp312-manylinux_2_17_i686.manylinux2014_i686.whl.

File metadata

File hashes

Hashes for shard_computer-1.1.1-cp312-cp312-manylinux_2_17_i686.manylinux2014_i686.whl
Algorithm Hash digest
SHA256 5a49761482d99836b792d2b7acd6b3f759457739ca59df9546650659ca5e9457
MD5 07ea2912ccb5fe2308d097bee707625d
BLAKE2b-256 5fad6e220c7c25b40fb072f8d0e2c73e0982cbc95a605220d4d135475e3f1019

See more details on using hashes here.

File details

Details for the file shard_computer-1.1.1-cp312-cp312-manylinux_2_17_aarch64.manylinux2014_aarch64.whl.

File metadata

File hashes

Hashes for shard_computer-1.1.1-cp312-cp312-manylinux_2_17_aarch64.manylinux2014_aarch64.whl
Algorithm Hash digest
SHA256 fd72dcd937056f7d3eef0a54ea73039e6f8f9a14a8c399802a7549053609c062
MD5 a7adf7eec54225d1162f97091d348530
BLAKE2b-256 545eec7212e194b4b1eea64d38b7fcc81556d3feb4083006e8e4885578e0710f

See more details on using hashes here.

File details

Details for the file shard_computer-1.1.1-cp312-cp312-macosx_11_0_arm64.whl.

File metadata

  • Download URL: shard_computer-1.1.1-cp312-cp312-macosx_11_0_arm64.whl
  • Upload date:
  • Size: 73.2 kB
  • Tags: CPython 3.12, macOS 11.0+ ARM64
  • Uploaded using Trusted Publishing? No
  • Uploaded via: twine/3.3.0 pkginfo/1.7.0 requests/2.21.0 setuptools/56.0.0 requests-toolbelt/0.9.1 tqdm/4.57.0 CPython/3.8.10

File hashes

Hashes for shard_computer-1.1.1-cp312-cp312-macosx_11_0_arm64.whl
Algorithm Hash digest
SHA256 639f99b65221a52aaf902d20598043af4ac16eeee15961f6667d4a12e0d43339
MD5 424e0fda562c2f8268c60e03e08d928f
BLAKE2b-256 7354a5565b34188219e8cd0a47326944e50e8ed1a3eea37926c43df2c366fabb

See more details on using hashes here.

File details

Details for the file shard_computer-1.1.1-cp312-cp312-macosx_10_9_x86_64.whl.

File metadata

  • Download URL: shard_computer-1.1.1-cp312-cp312-macosx_10_9_x86_64.whl
  • Upload date:
  • Size: 75.9 kB
  • Tags: CPython 3.12, macOS 10.9+ x86-64
  • Uploaded using Trusted Publishing? No
  • Uploaded via: twine/3.3.0 pkginfo/1.7.0 requests/2.21.0 setuptools/56.0.0 requests-toolbelt/0.9.1 tqdm/4.57.0 CPython/3.8.10

File hashes

Hashes for shard_computer-1.1.1-cp312-cp312-macosx_10_9_x86_64.whl
Algorithm Hash digest
SHA256 766a816ce065334ce6ab6772283252ec465a7afa54552454bbb7df75acf240ee
MD5 dcaed2557c7affe07d78dba7eb87b031
BLAKE2b-256 fd292cad4144b7eb3fe6abb468f1142e155281634370520b42ee0a11d8e4e562

See more details on using hashes here.

File details

Details for the file shard_computer-1.1.1-cp311-cp311-win_amd64.whl.

File metadata

  • Download URL: shard_computer-1.1.1-cp311-cp311-win_amd64.whl
  • Upload date:
  • Size: 70.0 kB
  • Tags: CPython 3.11, Windows x86-64
  • Uploaded using Trusted Publishing? No
  • Uploaded via: twine/3.3.0 pkginfo/1.7.0 requests/2.21.0 setuptools/56.0.0 requests-toolbelt/0.9.1 tqdm/4.57.0 CPython/3.8.10

File hashes

Hashes for shard_computer-1.1.1-cp311-cp311-win_amd64.whl
Algorithm Hash digest
SHA256 d81d3b52fde4bbdd215587bc10f8a6981ba4da304247b937ad92aef7c2256e7b
MD5 31c21c1d87b8aaef653bad81075fb129
BLAKE2b-256 f8adcf4fdf52fdf034c46a6e0d87e9ad61d370dd94456d8121e60cc614124a2f

See more details on using hashes here.

File details

Details for the file shard_computer-1.1.1-cp311-cp311-win32.whl.

File metadata

  • Download URL: shard_computer-1.1.1-cp311-cp311-win32.whl
  • Upload date:
  • Size: 64.3 kB
  • Tags: CPython 3.11, Windows x86
  • Uploaded using Trusted Publishing? No
  • Uploaded via: twine/3.3.0 pkginfo/1.7.0 requests/2.21.0 setuptools/56.0.0 requests-toolbelt/0.9.1 tqdm/4.57.0 CPython/3.8.10

File hashes

Hashes for shard_computer-1.1.1-cp311-cp311-win32.whl
Algorithm Hash digest
SHA256 ed2af8e1a229fa93cf90132ba01fad58156e71d1420a416cdc288933de7c0378
MD5 8c469e32429ae245186a966936b8b058
BLAKE2b-256 dfcd9d6cb3e2a426dccf2a60e06ad36eb7c2e1bdbba97fc1ff18ab58631d97f1

See more details on using hashes here.

File details

Details for the file shard_computer-1.1.1-cp311-cp311-manylinux_2_17_x86_64.manylinux2014_x86_64.whl.

File metadata

File hashes

Hashes for shard_computer-1.1.1-cp311-cp311-manylinux_2_17_x86_64.manylinux2014_x86_64.whl
Algorithm Hash digest
SHA256 e3699262cf879f157d3bda4345d486e7c62ed4b104fc227c5c3d55fe919026a4
MD5 e05d310e132ec513798db69da86d3688
BLAKE2b-256 35774646dec257d5bd967ef301d5e82eef2e2a368d54105cfbe9efce4921fc2c

See more details on using hashes here.

File details

Details for the file shard_computer-1.1.1-cp311-cp311-manylinux_2_17_i686.manylinux2014_i686.whl.

File metadata

File hashes

Hashes for shard_computer-1.1.1-cp311-cp311-manylinux_2_17_i686.manylinux2014_i686.whl
Algorithm Hash digest
SHA256 540f509bee147b8782dfe2a3f4673511f327803f5bcedf3ce952fc4b61710304
MD5 9d63debaa15e4acba4a439c1224bae9f
BLAKE2b-256 436a3ce9b2826a3bcd8006f255811834a275711126bd55571dca4647358aff9b

See more details on using hashes here.

File details

Details for the file shard_computer-1.1.1-cp311-cp311-manylinux_2_17_aarch64.manylinux2014_aarch64.whl.

File metadata

File hashes

Hashes for shard_computer-1.1.1-cp311-cp311-manylinux_2_17_aarch64.manylinux2014_aarch64.whl
Algorithm Hash digest
SHA256 040f211fb7f319f90b48b42addc9a825a398a118f5e4898c6930d5b89871476c
MD5 5674db4f42f5b669c4cafd9b8c1ab4f1
BLAKE2b-256 232b63308e77e8117c981654dafe5c247b45f8852d310f3dfaf9aaf3766fc4cb

See more details on using hashes here.

File details

Details for the file shard_computer-1.1.1-cp311-cp311-macosx_11_0_arm64.whl.

File metadata

  • Download URL: shard_computer-1.1.1-cp311-cp311-macosx_11_0_arm64.whl
  • Upload date:
  • Size: 74.2 kB
  • Tags: CPython 3.11, macOS 11.0+ ARM64
  • Uploaded using Trusted Publishing? No
  • Uploaded via: twine/3.3.0 pkginfo/1.7.0 requests/2.21.0 setuptools/56.0.0 requests-toolbelt/0.9.1 tqdm/4.57.0 CPython/3.8.10

File hashes

Hashes for shard_computer-1.1.1-cp311-cp311-macosx_11_0_arm64.whl
Algorithm Hash digest
SHA256 1ff4b6da2d8bd7db368ed3e1dbb4ed6c3aa1265467819e289aa7060e19204c27
MD5 ee9e23f02ddc9842fb753444bd16a5cb
BLAKE2b-256 b7d61d5465f2b4d07e9f2a50273d7eb263e2bfb97d3e41f641f5b608bdb2c58d

See more details on using hashes here.

File details

Details for the file shard_computer-1.1.1-cp311-cp311-macosx_10_9_x86_64.whl.

File metadata

  • Download URL: shard_computer-1.1.1-cp311-cp311-macosx_10_9_x86_64.whl
  • Upload date:
  • Size: 76.6 kB
  • Tags: CPython 3.11, macOS 10.9+ x86-64
  • Uploaded using Trusted Publishing? No
  • Uploaded via: twine/3.3.0 pkginfo/1.7.0 requests/2.21.0 setuptools/56.0.0 requests-toolbelt/0.9.1 tqdm/4.57.0 CPython/3.8.10

File hashes

Hashes for shard_computer-1.1.1-cp311-cp311-macosx_10_9_x86_64.whl
Algorithm Hash digest
SHA256 1028e2d8e2b5940f53201454401d07af9054ee114ae883c2cf5dcdb896ea9a1e
MD5 e3feceab1062dc72b0cb2f079786551c
BLAKE2b-256 c708a8032e73b6a80aedaa8fe9a90d1ddc89bb26e35983a56a8328f516edd76f

See more details on using hashes here.

File details

Details for the file shard_computer-1.1.1-cp310-cp310-win_amd64.whl.

File metadata

  • Download URL: shard_computer-1.1.1-cp310-cp310-win_amd64.whl
  • Upload date:
  • Size: 69.2 kB
  • Tags: CPython 3.10, Windows x86-64
  • Uploaded using Trusted Publishing? No
  • Uploaded via: twine/3.3.0 pkginfo/1.7.0 requests/2.21.0 setuptools/56.0.0 requests-toolbelt/0.9.1 tqdm/4.57.0 CPython/3.8.10

File hashes

Hashes for shard_computer-1.1.1-cp310-cp310-win_amd64.whl
Algorithm Hash digest
SHA256 fc804cfdc1a3ef11b87963e9c2aa75d7deff7f9ed898e3575b4e52857b22dfba
MD5 dc0ce1119072845ae89b980e0c3b961a
BLAKE2b-256 342036cbd5e40f15b57dc63b2d76cfede69fe972adbf73e94798647067203495

See more details on using hashes here.

File details

Details for the file shard_computer-1.1.1-cp310-cp310-win32.whl.

File metadata

  • Download URL: shard_computer-1.1.1-cp310-cp310-win32.whl
  • Upload date:
  • Size: 63.4 kB
  • Tags: CPython 3.10, Windows x86
  • Uploaded using Trusted Publishing? No
  • Uploaded via: twine/3.3.0 pkginfo/1.7.0 requests/2.21.0 setuptools/56.0.0 requests-toolbelt/0.9.1 tqdm/4.57.0 CPython/3.8.10

File hashes

Hashes for shard_computer-1.1.1-cp310-cp310-win32.whl
Algorithm Hash digest
SHA256 bf96bc5e3cf44ea9ceb24950c8273505d7e4e2ffe42884798682a570937fe9c3
MD5 a816b156aa4f845b047be2438a6ea797
BLAKE2b-256 5d434754b4c11c28979c80924ce173a0cede624320a3505124be4228693df88b

See more details on using hashes here.

File details

Details for the file shard_computer-1.1.1-cp310-cp310-manylinux_2_17_x86_64.manylinux2014_x86_64.whl.

File metadata

File hashes

Hashes for shard_computer-1.1.1-cp310-cp310-manylinux_2_17_x86_64.manylinux2014_x86_64.whl
Algorithm Hash digest
SHA256 6f066c5a6454149e3e4607e34a8acd46e8107e2bc1bb299ae3810542fcc345b1
MD5 c5c2be270969ffbd39ffe7319548460e
BLAKE2b-256 1e783868a986a6da02f7d1f968a0bac32398f1641028d1773682d47e696817e6

See more details on using hashes here.

File details

Details for the file shard_computer-1.1.1-cp310-cp310-manylinux_2_17_i686.manylinux2014_i686.whl.

File metadata

File hashes

Hashes for shard_computer-1.1.1-cp310-cp310-manylinux_2_17_i686.manylinux2014_i686.whl
Algorithm Hash digest
SHA256 00cfb76844c21f25ea356095e317cc49f31a14bc96de7b35d511ae620144e711
MD5 185f63110e2892967fc2ba230be5ea60
BLAKE2b-256 c559594ac1b689f97b5596f2dab01f82ef83665afd0a6651ddf1a1647eada7ec

See more details on using hashes here.

File details

Details for the file shard_computer-1.1.1-cp310-cp310-manylinux_2_17_aarch64.manylinux2014_aarch64.whl.

File metadata

File hashes

Hashes for shard_computer-1.1.1-cp310-cp310-manylinux_2_17_aarch64.manylinux2014_aarch64.whl
Algorithm Hash digest
SHA256 27980ace33652985baa8400dd9f61c3c49f3ba754d4ec2a74ab798749bcb5d07
MD5 055790ab4404a59218492948fe231839
BLAKE2b-256 47079b38b543561fa135e51ba5b1cc53ce4af4a924259dcfaed911f7a56aa6ed

See more details on using hashes here.

File details

Details for the file shard_computer-1.1.1-cp310-cp310-macosx_11_0_arm64.whl.

File metadata

  • Download URL: shard_computer-1.1.1-cp310-cp310-macosx_11_0_arm64.whl
  • Upload date:
  • Size: 72.8 kB
  • Tags: CPython 3.10, macOS 11.0+ ARM64
  • Uploaded using Trusted Publishing? No
  • Uploaded via: twine/3.3.0 pkginfo/1.7.0 requests/2.21.0 setuptools/56.0.0 requests-toolbelt/0.9.1 tqdm/4.57.0 CPython/3.8.10

File hashes

Hashes for shard_computer-1.1.1-cp310-cp310-macosx_11_0_arm64.whl
Algorithm Hash digest
SHA256 6a2c407943413a31e7576311e4c0755649c65edcfeb04b86647a1269ce7b49e6
MD5 027ba6c8551d7e24a59c5fc02017304e
BLAKE2b-256 9daebdaaa522b10f1c7cbebd0d7950e03c12b9b958cdd2c53c4a548decec0096

See more details on using hashes here.

File details

Details for the file shard_computer-1.1.1-cp310-cp310-macosx_10_9_x86_64.whl.

File metadata

  • Download URL: shard_computer-1.1.1-cp310-cp310-macosx_10_9_x86_64.whl
  • Upload date:
  • Size: 75.1 kB
  • Tags: CPython 3.10, macOS 10.9+ x86-64
  • Uploaded using Trusted Publishing? No
  • Uploaded via: twine/3.3.0 pkginfo/1.7.0 requests/2.21.0 setuptools/56.0.0 requests-toolbelt/0.9.1 tqdm/4.57.0 CPython/3.8.10

File hashes

Hashes for shard_computer-1.1.1-cp310-cp310-macosx_10_9_x86_64.whl
Algorithm Hash digest
SHA256 da899480599a302f5e5a452c9f58ac0554cce3bf384072168675722ef793eb8b
MD5 1c30f6d824141894811f6a2f208fc49d
BLAKE2b-256 921c4d2226e47719187ef88bdf33c77ea6777fd6cf67854b05d274bef5f9e4d4

See more details on using hashes here.

File details

Details for the file shard_computer-1.1.1-cp39-cp39-win_amd64.whl.

File metadata

  • Download URL: shard_computer-1.1.1-cp39-cp39-win_amd64.whl
  • Upload date:
  • Size: 68.9 kB
  • Tags: CPython 3.9, Windows x86-64
  • Uploaded using Trusted Publishing? No
  • Uploaded via: twine/3.3.0 pkginfo/1.7.0 requests/2.21.0 setuptools/56.0.0 requests-toolbelt/0.9.1 tqdm/4.57.0 CPython/3.8.10

File hashes

Hashes for shard_computer-1.1.1-cp39-cp39-win_amd64.whl
Algorithm Hash digest
SHA256 115bed52fde90d9d134b5ede69c5c0bdd37486994c1b8ebf5301396418c68c8f
MD5 ddca9b47079760d0229b4f4f5b1e76dd
BLAKE2b-256 16beeab758fc9b679b2076b943f8b5ec584d2311e4fb75e27084d4132a117443

See more details on using hashes here.

File details

Details for the file shard_computer-1.1.1-cp39-cp39-win32.whl.

File metadata

  • Download URL: shard_computer-1.1.1-cp39-cp39-win32.whl
  • Upload date:
  • Size: 63.5 kB
  • Tags: CPython 3.9, Windows x86
  • Uploaded using Trusted Publishing? No
  • Uploaded via: twine/3.3.0 pkginfo/1.7.0 requests/2.21.0 setuptools/56.0.0 requests-toolbelt/0.9.1 tqdm/4.57.0 CPython/3.8.10

File hashes

Hashes for shard_computer-1.1.1-cp39-cp39-win32.whl
Algorithm Hash digest
SHA256 84e78c372952083dd6523550e2387792a39d82c114f8edae4b896257eef9a599
MD5 b2bc4f239b2dbe7545e7c9ebd4203896
BLAKE2b-256 ebe5540c79d4359986b71f67904f69ebe398f8b54bd7d534503a2527708e579e

See more details on using hashes here.

File details

Details for the file shard_computer-1.1.1-cp39-cp39-manylinux_2_17_x86_64.manylinux2014_x86_64.whl.

File metadata

File hashes

Hashes for shard_computer-1.1.1-cp39-cp39-manylinux_2_17_x86_64.manylinux2014_x86_64.whl
Algorithm Hash digest
SHA256 d123a715a50fa8614063ff7b9dc8b748424364614f0d910a592aa4bbc8ab369b
MD5 2956c9b5cf7aaaf7fb45a0fd662c1ced
BLAKE2b-256 95b82fe6ec59eafe6728003e444cc468ea1d4d7efda912b945c5328420fe5aad

See more details on using hashes here.

File details

Details for the file shard_computer-1.1.1-cp39-cp39-manylinux_2_17_i686.manylinux2014_i686.whl.

File metadata

File hashes

Hashes for shard_computer-1.1.1-cp39-cp39-manylinux_2_17_i686.manylinux2014_i686.whl
Algorithm Hash digest
SHA256 c8415f99d7140692d7fbe07fb9d1b578b97da59099f6d8e0ca53ec313b64ee62
MD5 ba863d7240a7536bc2714d2f2521c340
BLAKE2b-256 59d330e71d604317b1e129a8f88e3a71d08d5ed7fde476f53845983f21717b58

See more details on using hashes here.

File details

Details for the file shard_computer-1.1.1-cp39-cp39-manylinux_2_17_aarch64.manylinux2014_aarch64.whl.

File metadata

File hashes

Hashes for shard_computer-1.1.1-cp39-cp39-manylinux_2_17_aarch64.manylinux2014_aarch64.whl
Algorithm Hash digest
SHA256 84f0a3e3e23c81a3b885a7b1d10ddca55c36dc464f0a3056202cb344551e5728
MD5 db7f2df7d3e2c37a71c14953a7136efc
BLAKE2b-256 af393e3f88f0f16786b9e9b069d1511c55f3e49258e8a3e81a1a54e1b57e3da4

See more details on using hashes here.

File details

Details for the file shard_computer-1.1.1-cp39-cp39-macosx_11_0_arm64.whl.

File metadata

  • Download URL: shard_computer-1.1.1-cp39-cp39-macosx_11_0_arm64.whl
  • Upload date:
  • Size: 72.9 kB
  • Tags: CPython 3.9, macOS 11.0+ ARM64
  • Uploaded using Trusted Publishing? No
  • Uploaded via: twine/3.3.0 pkginfo/1.7.0 requests/2.21.0 setuptools/56.0.0 requests-toolbelt/0.9.1 tqdm/4.57.0 CPython/3.8.10

File hashes

Hashes for shard_computer-1.1.1-cp39-cp39-macosx_11_0_arm64.whl
Algorithm Hash digest
SHA256 220756ef7da046c914ba82f8b0e7ac35052fe6438759987c582104e1cac561d6
MD5 72a5465d396b636179e54fa83895a307
BLAKE2b-256 f3da8b463c06a0b1356183ed38210a632fe3636d40ec3621cb750ba97ebff5e8

See more details on using hashes here.

File details

Details for the file shard_computer-1.1.1-cp39-cp39-macosx_10_9_x86_64.whl.

File metadata

  • Download URL: shard_computer-1.1.1-cp39-cp39-macosx_10_9_x86_64.whl
  • Upload date:
  • Size: 75.3 kB
  • Tags: CPython 3.9, macOS 10.9+ x86-64
  • Uploaded using Trusted Publishing? No
  • Uploaded via: twine/3.3.0 pkginfo/1.7.0 requests/2.21.0 setuptools/56.0.0 requests-toolbelt/0.9.1 tqdm/4.57.0 CPython/3.8.10

File hashes

Hashes for shard_computer-1.1.1-cp39-cp39-macosx_10_9_x86_64.whl
Algorithm Hash digest
SHA256 84bc42b8f201783bac951657a84e32ccd31f551e4ea2876e7ac9d552d1ad5c91
MD5 864349fea23ddfb88ec048dfdb8f566b
BLAKE2b-256 97b9a02d5c2e539070fd2773c48963a7fb656b5e2bd1cbda4ee05bc0442aa6d9

See more details on using hashes here.

File details

Details for the file shard_computer-1.1.1-cp38-cp38-win_amd64.whl.

File metadata

  • Download URL: shard_computer-1.1.1-cp38-cp38-win_amd64.whl
  • Upload date:
  • Size: 69.2 kB
  • Tags: CPython 3.8, Windows x86-64
  • Uploaded using Trusted Publishing? No
  • Uploaded via: twine/3.3.0 pkginfo/1.7.0 requests/2.21.0 setuptools/56.0.0 requests-toolbelt/0.9.1 tqdm/4.57.0 CPython/3.8.10

File hashes

Hashes for shard_computer-1.1.1-cp38-cp38-win_amd64.whl
Algorithm Hash digest
SHA256 4bce8c3fb31f6c86b50288d50e1e56225b30de31b1549c6e3e506c69e5752fdf
MD5 6387d87b4965966f829992ef2a41c713
BLAKE2b-256 8bcb48030a19dc0e884a7c69422224c49c103c7161a2f88019ec5cc81de162bd

See more details on using hashes here.

File details

Details for the file shard_computer-1.1.1-cp38-cp38-win32.whl.

File metadata

  • Download URL: shard_computer-1.1.1-cp38-cp38-win32.whl
  • Upload date:
  • Size: 63.4 kB
  • Tags: CPython 3.8, Windows x86
  • Uploaded using Trusted Publishing? No
  • Uploaded via: twine/3.3.0 pkginfo/1.7.0 requests/2.21.0 setuptools/56.0.0 requests-toolbelt/0.9.1 tqdm/4.57.0 CPython/3.8.10

File hashes

Hashes for shard_computer-1.1.1-cp38-cp38-win32.whl
Algorithm Hash digest
SHA256 dda9c0b720e5898f377ac999dc120af7b87658cbcd798db908622361c96a2fa4
MD5 c183cea2d5f84282a69b5c919f644a56
BLAKE2b-256 e54afef0e5005d2050db282d3ff5d5ce440169a894e43555acd49d3b2382f1c1

See more details on using hashes here.

File details

Details for the file shard_computer-1.1.1-cp38-cp38-manylinux_2_17_x86_64.manylinux2014_x86_64.whl.

File metadata

File hashes

Hashes for shard_computer-1.1.1-cp38-cp38-manylinux_2_17_x86_64.manylinux2014_x86_64.whl
Algorithm Hash digest
SHA256 f8f9f22ad8f66b54948867f1e347ca2d6c38fd5ce83d8ff103424ecd2e1156bf
MD5 2337296ff2371d1b92b47d51a2bbe946
BLAKE2b-256 d3a596917260b67a157cc4f98ed8e7fa8b1bdd30d7f3f547ca90afff6e2f8539

See more details on using hashes here.

File details

Details for the file shard_computer-1.1.1-cp38-cp38-manylinux_2_17_i686.manylinux2014_i686.whl.

File metadata

File hashes

Hashes for shard_computer-1.1.1-cp38-cp38-manylinux_2_17_i686.manylinux2014_i686.whl
Algorithm Hash digest
SHA256 48625fad1cf3a6c409636626d3106a66721e0dbef47515642a991b9349ce2049
MD5 3ea9cba8cd83ec2b2094f83527f5163c
BLAKE2b-256 bd4be03180bc93eefc53b3098bce9d1ad51e2cd45855e458b269890233ac4a2b

See more details on using hashes here.

File details

Details for the file shard_computer-1.1.1-cp38-cp38-manylinux_2_17_aarch64.manylinux2014_aarch64.whl.

File metadata

File hashes

Hashes for shard_computer-1.1.1-cp38-cp38-manylinux_2_17_aarch64.manylinux2014_aarch64.whl
Algorithm Hash digest
SHA256 aea51b0712254f61bd41a2ef23ffa88713b75d33e8260edbd23d944f805ff725
MD5 03a9c7011f82276cab05070dcfaa8305
BLAKE2b-256 951516fb7a213a2b78bec1bf1a8969bb800be858bd8b636d1b49c715355d5c0a

See more details on using hashes here.

File details

Details for the file shard_computer-1.1.1-cp38-cp38-macosx_11_0_arm64.whl.

File metadata

  • Download URL: shard_computer-1.1.1-cp38-cp38-macosx_11_0_arm64.whl
  • Upload date:
  • Size: 72.7 kB
  • Tags: CPython 3.8, macOS 11.0+ ARM64
  • Uploaded using Trusted Publishing? No
  • Uploaded via: twine/3.3.0 pkginfo/1.7.0 requests/2.21.0 setuptools/56.0.0 requests-toolbelt/0.9.1 tqdm/4.57.0 CPython/3.8.10

File hashes

Hashes for shard_computer-1.1.1-cp38-cp38-macosx_11_0_arm64.whl
Algorithm Hash digest
SHA256 c3308e7cd46a002a6c6c72c6dc356db0aa60f31d52eac3a2d7f8d647bf5adeeb
MD5 e55bbcc223e3a7f055ab1fcaa37fa0a4
BLAKE2b-256 cb8e4b8836e107fd138ef1f294c089b6c89a8859c9195e25ceab23b73592fa48

See more details on using hashes here.

File details

Details for the file shard_computer-1.1.1-cp38-cp38-macosx_10_9_x86_64.whl.

File metadata

  • Download URL: shard_computer-1.1.1-cp38-cp38-macosx_10_9_x86_64.whl
  • Upload date:
  • Size: 75.1 kB
  • Tags: CPython 3.8, macOS 10.9+ x86-64
  • Uploaded using Trusted Publishing? No
  • Uploaded via: twine/3.3.0 pkginfo/1.7.0 requests/2.21.0 setuptools/56.0.0 requests-toolbelt/0.9.1 tqdm/4.57.0 CPython/3.8.10

File hashes

Hashes for shard_computer-1.1.1-cp38-cp38-macosx_10_9_x86_64.whl
Algorithm Hash digest
SHA256 c1a5742b0709da97b7f2efb119eac9b61e0a3bc19f3ddc4cab8a3aaf3d17fe57
MD5 28175a453b1e11ff65fe7e57855e55ac
BLAKE2b-256 d594eedc7727ef6954746eb5ea576931e4b9bee7a529d978a4a6ed02adeb5fa7

See more details on using hashes here.

File details

Details for the file shard_computer-1.1.1-cp37-cp37m-win_amd64.whl.

File metadata

  • Download URL: shard_computer-1.1.1-cp37-cp37m-win_amd64.whl
  • Upload date:
  • Size: 69.7 kB
  • Tags: CPython 3.7m, Windows x86-64
  • Uploaded using Trusted Publishing? No
  • Uploaded via: twine/3.3.0 pkginfo/1.7.0 requests/2.21.0 setuptools/56.0.0 requests-toolbelt/0.9.1 tqdm/4.57.0 CPython/3.8.10

File hashes

Hashes for shard_computer-1.1.1-cp37-cp37m-win_amd64.whl
Algorithm Hash digest
SHA256 70503ad8a0e57597d27b229f9299ee35243e0f85455f2197a89eef7b6c28bf2a
MD5 c97e2a9a2d74a9df7e135014c4429a5b
BLAKE2b-256 fe36a47c9c0f1ef78a56fc0b451a6cba8f00aebf8b1348b99a0ebf404306993c

See more details on using hashes here.

File details

Details for the file shard_computer-1.1.1-cp37-cp37m-win32.whl.

File metadata

  • Download URL: shard_computer-1.1.1-cp37-cp37m-win32.whl
  • Upload date:
  • Size: 64.5 kB
  • Tags: CPython 3.7m, Windows x86
  • Uploaded using Trusted Publishing? No
  • Uploaded via: twine/3.3.0 pkginfo/1.7.0 requests/2.21.0 setuptools/56.0.0 requests-toolbelt/0.9.1 tqdm/4.57.0 CPython/3.8.10

File hashes

Hashes for shard_computer-1.1.1-cp37-cp37m-win32.whl
Algorithm Hash digest
SHA256 141f8eff7cc0994b21eac3320132ae2529fb52c42fb0a879496b957a55f701d0
MD5 c2b4603d99dec874ec814975f8795a5e
BLAKE2b-256 3091e5b2ad77e07996d28502f587eefa7e9f8c1d4ab8c3256d95ba5f21572c72

See more details on using hashes here.

File details

Details for the file shard_computer-1.1.1-cp37-cp37m-manylinux_2_17_x86_64.manylinux2014_x86_64.whl.

File metadata

File hashes

Hashes for shard_computer-1.1.1-cp37-cp37m-manylinux_2_17_x86_64.manylinux2014_x86_64.whl
Algorithm Hash digest
SHA256 c4ddd493b3bc629b51e431abd32abe81757718b3db0e313530a1d9fe49143c2f
MD5 10bd13bfb4a427bd4197bab402f260d5
BLAKE2b-256 81c76907915349faf786363062bae448ffbeb10351d55d63917937fb2f7c453f

See more details on using hashes here.

File details

Details for the file shard_computer-1.1.1-cp37-cp37m-manylinux_2_17_i686.manylinux2014_i686.whl.

File metadata

File hashes

Hashes for shard_computer-1.1.1-cp37-cp37m-manylinux_2_17_i686.manylinux2014_i686.whl
Algorithm Hash digest
SHA256 b90df3584768d31d48c58c8dc08e122c1a8846a8a93d540a3de2c8e7b554280e
MD5 00aef08b220f51a8e1cad3a98a3f54d2
BLAKE2b-256 ec7a99519df11b010f8bc317e8503a0ecf1f678e5fb8886f2b488005940125eb

See more details on using hashes here.

File details

Details for the file shard_computer-1.1.1-cp37-cp37m-manylinux_2_17_aarch64.manylinux2014_aarch64.whl.

File metadata

File hashes

Hashes for shard_computer-1.1.1-cp37-cp37m-manylinux_2_17_aarch64.manylinux2014_aarch64.whl
Algorithm Hash digest
SHA256 59653cb2e53e212ffc6fa6e0eadc9935191f1ac980fd930bc2f4ef86641cb0e3
MD5 6323e54241c834d78530702aa26fc74d
BLAKE2b-256 04338e1d3db596a079f7460f362b5fe8c9e31c8b6d190cc4337b43bd3777451b

See more details on using hashes here.

File details

Details for the file shard_computer-1.1.1-cp37-cp37m-macosx_10_9_x86_64.whl.

File metadata

  • Download URL: shard_computer-1.1.1-cp37-cp37m-macosx_10_9_x86_64.whl
  • Upload date:
  • Size: 75.2 kB
  • Tags: CPython 3.7m, macOS 10.9+ x86-64
  • Uploaded using Trusted Publishing? No
  • Uploaded via: twine/3.3.0 pkginfo/1.7.0 requests/2.21.0 setuptools/56.0.0 requests-toolbelt/0.9.1 tqdm/4.57.0 CPython/3.8.10

File hashes

Hashes for shard_computer-1.1.1-cp37-cp37m-macosx_10_9_x86_64.whl
Algorithm Hash digest
SHA256 a46d07671926ff5aa06b778ccafcaaf1df2fb6ecbeeff2eb27c352634935a250
MD5 e0e48985dd35840a2d2f2a230f529d7f
BLAKE2b-256 a7cc1fd6b5f334094c70a02e0a09cfd08462905b9da943e4fb3d3f0f82346535

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