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-1.2.1.tar.gz (15.7 kB view details)

Uploaded Source

Built Distributions

shard_computer-1.2.1-cp312-cp312-win_amd64.whl (75.1 kB view details)

Uploaded CPython 3.12 Windows x86-64

shard_computer-1.2.1-cp312-cp312-win32.whl (70.1 kB view details)

Uploaded CPython 3.12 Windows x86

shard_computer-1.2.1-cp312-cp312-manylinux_2_17_x86_64.manylinux2014_x86_64.whl (125.4 kB view details)

Uploaded CPython 3.12 manylinux: glibc 2.17+ x86-64

shard_computer-1.2.1-cp312-cp312-manylinux_2_17_i686.manylinux2014_i686.whl (132.9 kB view details)

Uploaded CPython 3.12 manylinux: glibc 2.17+ i686

shard_computer-1.2.1-cp312-cp312-manylinux_2_17_aarch64.manylinux2014_aarch64.whl (122.3 kB view details)

Uploaded CPython 3.12 manylinux: glibc 2.17+ ARM64

shard_computer-1.2.1-cp312-cp312-macosx_11_0_arm64.whl (81.0 kB view details)

Uploaded CPython 3.12 macOS 11.0+ ARM64

shard_computer-1.2.1-cp312-cp312-macosx_10_9_x86_64.whl (83.1 kB view details)

Uploaded CPython 3.12 macOS 10.9+ x86-64

shard_computer-1.2.1-cp311-cp311-win_amd64.whl (74.9 kB view details)

Uploaded CPython 3.11 Windows x86-64

shard_computer-1.2.1-cp311-cp311-win32.whl (69.3 kB view details)

Uploaded CPython 3.11 Windows x86

shard_computer-1.2.1-cp311-cp311-manylinux_2_17_x86_64.manylinux2014_x86_64.whl (125.6 kB view details)

Uploaded CPython 3.11 manylinux: glibc 2.17+ x86-64

shard_computer-1.2.1-cp311-cp311-manylinux_2_17_i686.manylinux2014_i686.whl (133.1 kB view details)

Uploaded CPython 3.11 manylinux: glibc 2.17+ i686

shard_computer-1.2.1-cp311-cp311-manylinux_2_17_aarch64.manylinux2014_aarch64.whl (123.0 kB view details)

Uploaded CPython 3.11 manylinux: glibc 2.17+ ARM64

shard_computer-1.2.1-cp311-cp311-macosx_11_0_arm64.whl (81.2 kB view details)

Uploaded CPython 3.11 macOS 11.0+ ARM64

shard_computer-1.2.1-cp311-cp311-macosx_10_9_x86_64.whl (83.4 kB view details)

Uploaded CPython 3.11 macOS 10.9+ x86-64

shard_computer-1.2.1-cp310-cp310-win_amd64.whl (74.2 kB view details)

Uploaded CPython 3.10 Windows x86-64

shard_computer-1.2.1-cp310-cp310-win32.whl (68.6 kB view details)

Uploaded CPython 3.10 Windows x86

shard_computer-1.2.1-cp310-cp310-manylinux_2_17_x86_64.manylinux2014_x86_64.whl (124.3 kB view details)

Uploaded CPython 3.10 manylinux: glibc 2.17+ x86-64

shard_computer-1.2.1-cp310-cp310-manylinux_2_17_i686.manylinux2014_i686.whl (132.2 kB view details)

Uploaded CPython 3.10 manylinux: glibc 2.17+ i686

shard_computer-1.2.1-cp310-cp310-manylinux_2_17_aarch64.manylinux2014_aarch64.whl (121.3 kB view details)

Uploaded CPython 3.10 manylinux: glibc 2.17+ ARM64

shard_computer-1.2.1-cp310-cp310-macosx_11_0_arm64.whl (80.0 kB view details)

Uploaded CPython 3.10 macOS 11.0+ ARM64

shard_computer-1.2.1-cp310-cp310-macosx_10_9_x86_64.whl (82.2 kB view details)

Uploaded CPython 3.10 macOS 10.9+ x86-64

shard_computer-1.2.1-cp39-cp39-win_amd64.whl (73.9 kB view details)

Uploaded CPython 3.9 Windows x86-64

shard_computer-1.2.1-cp39-cp39-win32.whl (68.6 kB view details)

Uploaded CPython 3.9 Windows x86

shard_computer-1.2.1-cp39-cp39-manylinux_2_17_x86_64.manylinux2014_x86_64.whl (124.6 kB view details)

Uploaded CPython 3.9 manylinux: glibc 2.17+ x86-64

shard_computer-1.2.1-cp39-cp39-manylinux_2_17_i686.manylinux2014_i686.whl (132.4 kB view details)

Uploaded CPython 3.9 manylinux: glibc 2.17+ i686

shard_computer-1.2.1-cp39-cp39-manylinux_2_17_aarch64.manylinux2014_aarch64.whl (121.4 kB view details)

Uploaded CPython 3.9 manylinux: glibc 2.17+ ARM64

shard_computer-1.2.1-cp39-cp39-macosx_11_0_arm64.whl (80.1 kB view details)

Uploaded CPython 3.9 macOS 11.0+ ARM64

shard_computer-1.2.1-cp39-cp39-macosx_10_9_x86_64.whl (82.2 kB view details)

Uploaded CPython 3.9 macOS 10.9+ x86-64

shard_computer-1.2.1-cp38-cp38-win_amd64.whl (74.1 kB view details)

Uploaded CPython 3.8 Windows x86-64

shard_computer-1.2.1-cp38-cp38-win32.whl (68.5 kB view details)

Uploaded CPython 3.8 Windows x86

shard_computer-1.2.1-cp38-cp38-manylinux_2_17_x86_64.manylinux2014_x86_64.whl (124.2 kB view details)

Uploaded CPython 3.8 manylinux: glibc 2.17+ x86-64

shard_computer-1.2.1-cp38-cp38-manylinux_2_17_i686.manylinux2014_i686.whl (131.9 kB view details)

Uploaded CPython 3.8 manylinux: glibc 2.17+ i686

shard_computer-1.2.1-cp38-cp38-manylinux_2_17_aarch64.manylinux2014_aarch64.whl (121.1 kB view details)

Uploaded CPython 3.8 manylinux: glibc 2.17+ ARM64

shard_computer-1.2.1-cp38-cp38-macosx_11_0_arm64.whl (79.8 kB view details)

Uploaded CPython 3.8 macOS 11.0+ ARM64

shard_computer-1.2.1-cp38-cp38-macosx_10_9_x86_64.whl (82.0 kB view details)

Uploaded CPython 3.8 macOS 10.9+ x86-64

File details

Details for the file shard-computer-1.2.1.tar.gz.

File metadata

  • Download URL: shard-computer-1.2.1.tar.gz
  • Upload date:
  • Size: 15.7 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-1.2.1.tar.gz
Algorithm Hash digest
SHA256 89050ab70d006cd0201a28ea689c24261845b254462c8b63fd8e4c90e73f577f
MD5 5a262e305b821fd38179e016f627b718
BLAKE2b-256 94aeb82dd89132abb6e74965dba04f0637438883d55d4d21c0e8394057edc452

See more details on using hashes here.

File details

Details for the file shard_computer-1.2.1-cp312-cp312-win_amd64.whl.

File metadata

  • Download URL: shard_computer-1.2.1-cp312-cp312-win_amd64.whl
  • Upload date:
  • Size: 75.1 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-1.2.1-cp312-cp312-win_amd64.whl
Algorithm Hash digest
SHA256 5c3e5c941e2993ea2fc6088cb18f66f2f397a4403d682ba01591403748b4158a
MD5 feaa18c7649face62763b615b994f812
BLAKE2b-256 b338772e819ed92a281c09677499dc95a7f195e6260f4897ca46326892ad1074

See more details on using hashes here.

File details

Details for the file shard_computer-1.2.1-cp312-cp312-win32.whl.

File metadata

  • Download URL: shard_computer-1.2.1-cp312-cp312-win32.whl
  • Upload date:
  • Size: 70.1 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-1.2.1-cp312-cp312-win32.whl
Algorithm Hash digest
SHA256 9191d2496994b1466b2043838bef031ed43d10fc2daa6db91481570cf7af1768
MD5 5d49c4c2e31211f431e70404349fd946
BLAKE2b-256 c332456ffafd1e648c2d81503ee86d40c1bf10bd9f0e1d056aac4be23cd82ce3

See more details on using hashes here.

File details

Details for the file shard_computer-1.2.1-cp312-cp312-manylinux_2_17_x86_64.manylinux2014_x86_64.whl.

File metadata

File hashes

Hashes for shard_computer-1.2.1-cp312-cp312-manylinux_2_17_x86_64.manylinux2014_x86_64.whl
Algorithm Hash digest
SHA256 857cd648e0a63993cc7251804cdf48eceea9262d8cd0ed308d2ba561aa5f5b04
MD5 43e52a0a9b628c7a5d2336077a74b0ce
BLAKE2b-256 951116fdd5f249433c7a8284a8458f496835bb28f8ad8fa84e2d709c1838ad3f

See more details on using hashes here.

File details

Details for the file shard_computer-1.2.1-cp312-cp312-manylinux_2_17_i686.manylinux2014_i686.whl.

File metadata

File hashes

Hashes for shard_computer-1.2.1-cp312-cp312-manylinux_2_17_i686.manylinux2014_i686.whl
Algorithm Hash digest
SHA256 ebe9a152ecaf6bd1103327b8d26abfaca03745a6f872efadca4a6396eaf62580
MD5 2f40912118acae1ad53b96a55211e9e6
BLAKE2b-256 bf7b8dc32ba7ef8c3dccad5f6f9eafe0e8bbd1911177712f8b8e44b74c5b9b6e

See more details on using hashes here.

File details

Details for the file shard_computer-1.2.1-cp312-cp312-manylinux_2_17_aarch64.manylinux2014_aarch64.whl.

File metadata

File hashes

Hashes for shard_computer-1.2.1-cp312-cp312-manylinux_2_17_aarch64.manylinux2014_aarch64.whl
Algorithm Hash digest
SHA256 ec4e7814a8d74dceaea158e036cc9bdbd44f6da56d6520e92a1339b6f5f943c8
MD5 34f30f7b293e74b8930e57aad0ac7cf5
BLAKE2b-256 d909e32d8988854ed960b6e358d0b8d94813efefdd72567a00caaeb8c5eed493

See more details on using hashes here.

File details

Details for the file shard_computer-1.2.1-cp312-cp312-macosx_11_0_arm64.whl.

File metadata

  • Download URL: shard_computer-1.2.1-cp312-cp312-macosx_11_0_arm64.whl
  • Upload date:
  • Size: 81.0 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-1.2.1-cp312-cp312-macosx_11_0_arm64.whl
Algorithm Hash digest
SHA256 474a054cfc3b98dbd8414a8aa2304ba3f7d2c18d9e02beea88c617416efb58b5
MD5 cf500f0cfdeaf810be058b94e278e5b9
BLAKE2b-256 17ed72fe1c4a178a28492dd6dc83c4631b748a5f565371c2a10e263adf9623bc

See more details on using hashes here.

File details

Details for the file shard_computer-1.2.1-cp312-cp312-macosx_10_9_x86_64.whl.

File metadata

  • Download URL: shard_computer-1.2.1-cp312-cp312-macosx_10_9_x86_64.whl
  • Upload date:
  • Size: 83.1 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-1.2.1-cp312-cp312-macosx_10_9_x86_64.whl
Algorithm Hash digest
SHA256 192dd36c39546fd98476ec9f0aa686d25984e29b7fb8e36762d950f7d2ff6bd9
MD5 2f514b5f7ef4a2bf335bb0e21765979c
BLAKE2b-256 c881f5fb2146aa038a24910109ab9a1cf36ea62ffd5ef24153ca68dd320b3c6d

See more details on using hashes here.

File details

Details for the file shard_computer-1.2.1-cp311-cp311-win_amd64.whl.

File metadata

  • Download URL: shard_computer-1.2.1-cp311-cp311-win_amd64.whl
  • Upload date:
  • Size: 74.9 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-1.2.1-cp311-cp311-win_amd64.whl
Algorithm Hash digest
SHA256 62c37ef4efaf5ba9dfcd413d793990344219c0057e3fda41aaf21ede75e417e1
MD5 19bc4df36c2e18e8641d99f954a73479
BLAKE2b-256 9bb33d0a9498e3d3d43ee120654ccb5e1120e348cc80a6e52f3d4b4af9650c9c

See more details on using hashes here.

File details

Details for the file shard_computer-1.2.1-cp311-cp311-win32.whl.

File metadata

  • Download URL: shard_computer-1.2.1-cp311-cp311-win32.whl
  • Upload date:
  • Size: 69.3 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-1.2.1-cp311-cp311-win32.whl
Algorithm Hash digest
SHA256 3c9a9e91815e3d55d724b459a3ad04fb9adbb4f347cfdaf64de817cfefafbd44
MD5 2255dea9ae2748ca12e0bc2db01d3f65
BLAKE2b-256 1909f2275a7223531bf317ef727536389fcb71c0ee5a716ad4a6e4592fb472f2

See more details on using hashes here.

File details

Details for the file shard_computer-1.2.1-cp311-cp311-manylinux_2_17_x86_64.manylinux2014_x86_64.whl.

File metadata

File hashes

Hashes for shard_computer-1.2.1-cp311-cp311-manylinux_2_17_x86_64.manylinux2014_x86_64.whl
Algorithm Hash digest
SHA256 c616b9d979c39c03e6432b0d45a7e0807dfb901df645f0d7c10b89e66bc4d0ee
MD5 856a8d17f1074ef142c2737721b313ec
BLAKE2b-256 1c3c597aa908731a9a7af31f2771d1fdecdcb422b93d595fa32d4ebf28e0438d

See more details on using hashes here.

File details

Details for the file shard_computer-1.2.1-cp311-cp311-manylinux_2_17_i686.manylinux2014_i686.whl.

File metadata

File hashes

Hashes for shard_computer-1.2.1-cp311-cp311-manylinux_2_17_i686.manylinux2014_i686.whl
Algorithm Hash digest
SHA256 843aaf9ce31010d60c72f95cf7288d2b78abb0ec1205b2f643728fedde117262
MD5 26b114671ff933e6c452faa39c9a9c23
BLAKE2b-256 654480555d92f2fbecc31bc74dc5e184a4a2061ca851d4c6f8ab4da27fbdbf2a

See more details on using hashes here.

File details

Details for the file shard_computer-1.2.1-cp311-cp311-manylinux_2_17_aarch64.manylinux2014_aarch64.whl.

File metadata

File hashes

Hashes for shard_computer-1.2.1-cp311-cp311-manylinux_2_17_aarch64.manylinux2014_aarch64.whl
Algorithm Hash digest
SHA256 935ba1ac58079692e73b47b6e5781fbfa3e2f1397df939a342a6e11f5aa781b7
MD5 bbd6aa67b1336e8188efbfc2e0c920a7
BLAKE2b-256 f085e88517926fa95d572546bcb8fc7a3aea259851ae8c726b9c804dc8774e80

See more details on using hashes here.

File details

Details for the file shard_computer-1.2.1-cp311-cp311-macosx_11_0_arm64.whl.

File metadata

  • Download URL: shard_computer-1.2.1-cp311-cp311-macosx_11_0_arm64.whl
  • Upload date:
  • Size: 81.2 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-1.2.1-cp311-cp311-macosx_11_0_arm64.whl
Algorithm Hash digest
SHA256 96d7b3cbbe40fb128f88b49c4234e9de17f4d0c4eaafc6c22d4479086275e79d
MD5 b2c5d3c9ff51e4e7c6dc3c7ee20c37cf
BLAKE2b-256 304e0122f1da0e6b40738fa8031d99ef7aa3db229162cf61129619d5a0fe0048

See more details on using hashes here.

File details

Details for the file shard_computer-1.2.1-cp311-cp311-macosx_10_9_x86_64.whl.

File metadata

  • Download URL: shard_computer-1.2.1-cp311-cp311-macosx_10_9_x86_64.whl
  • Upload date:
  • Size: 83.4 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-1.2.1-cp311-cp311-macosx_10_9_x86_64.whl
Algorithm Hash digest
SHA256 a4c8e42353a3902b103b12886cb5a12ca50b40bc003287bd618d0e81aa28f886
MD5 965210b6d6e8945c2ff3c9e36490acc0
BLAKE2b-256 edcd5a7e8480a7562702132fed18d740b160f3ac4ef4eb5634422dd5dfa1a7d2

See more details on using hashes here.

File details

Details for the file shard_computer-1.2.1-cp310-cp310-win_amd64.whl.

File metadata

  • Download URL: shard_computer-1.2.1-cp310-cp310-win_amd64.whl
  • Upload date:
  • Size: 74.2 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-1.2.1-cp310-cp310-win_amd64.whl
Algorithm Hash digest
SHA256 c41ab12a7293c0faa56cf111223beb1c92ba2f51512f826901a2a7c3f2b8c2a9
MD5 84225f78d47b3ea147e5b8d0445f95f1
BLAKE2b-256 e05d256052c942f1264322b304b45bddac1d0cb5ca49ff914c9a350a48e51cd9

See more details on using hashes here.

File details

Details for the file shard_computer-1.2.1-cp310-cp310-win32.whl.

File metadata

  • Download URL: shard_computer-1.2.1-cp310-cp310-win32.whl
  • Upload date:
  • Size: 68.6 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-1.2.1-cp310-cp310-win32.whl
Algorithm Hash digest
SHA256 68f29bb2e264a059a5257b441f241f7b12395898b3578a92b1f19ba05395b400
MD5 ad39569990c6b668f2f4c311162d52e6
BLAKE2b-256 fc280493d44d71e18fa8a08d7f41ca948c3560550dc19e110b0c3023bf2cf456

See more details on using hashes here.

File details

Details for the file shard_computer-1.2.1-cp310-cp310-manylinux_2_17_x86_64.manylinux2014_x86_64.whl.

File metadata

File hashes

Hashes for shard_computer-1.2.1-cp310-cp310-manylinux_2_17_x86_64.manylinux2014_x86_64.whl
Algorithm Hash digest
SHA256 a8740a4b1260e2506894bd5b9b6045677cec3b40582feb5432eb12d12c9c0ad6
MD5 ec97143244995365223479254c03c2ac
BLAKE2b-256 77b1072ba963dd9ca55ee373f01c96bd20466d2ddcfb5510b2bf4589a5a94e71

See more details on using hashes here.

File details

Details for the file shard_computer-1.2.1-cp310-cp310-manylinux_2_17_i686.manylinux2014_i686.whl.

File metadata

File hashes

Hashes for shard_computer-1.2.1-cp310-cp310-manylinux_2_17_i686.manylinux2014_i686.whl
Algorithm Hash digest
SHA256 e9d463f91a4f83a7b562db2b58a70215cd7236a858fd771aecbd764619133f44
MD5 78c707c2e3193c45999df63a9a7bfe96
BLAKE2b-256 36a67b0758f0828848737d12c4b2c539809c624b2a2e1529a13e2224929e74f6

See more details on using hashes here.

File details

Details for the file shard_computer-1.2.1-cp310-cp310-manylinux_2_17_aarch64.manylinux2014_aarch64.whl.

File metadata

File hashes

Hashes for shard_computer-1.2.1-cp310-cp310-manylinux_2_17_aarch64.manylinux2014_aarch64.whl
Algorithm Hash digest
SHA256 1bba799d1e0065060ac83097a9b85e37645461bd35230b827009c28ec57ddf50
MD5 4a28c669379eaa675d36d4890b00e497
BLAKE2b-256 193e3842d8cfcc17477f07535c9948e7d1cde9d94135e5985fc0223399325d1e

See more details on using hashes here.

File details

Details for the file shard_computer-1.2.1-cp310-cp310-macosx_11_0_arm64.whl.

File metadata

  • Download URL: shard_computer-1.2.1-cp310-cp310-macosx_11_0_arm64.whl
  • Upload date:
  • Size: 80.0 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-1.2.1-cp310-cp310-macosx_11_0_arm64.whl
Algorithm Hash digest
SHA256 60a123f974b37531ed907373dc5b96b66ea59e00e45360cb5637af90f6208261
MD5 1278be3007fb0a522464bbca2299fe79
BLAKE2b-256 07076a182ffb0e3db35c426fbccded19d23506580fb269acb02f33441f463038

See more details on using hashes here.

File details

Details for the file shard_computer-1.2.1-cp310-cp310-macosx_10_9_x86_64.whl.

File metadata

  • Download URL: shard_computer-1.2.1-cp310-cp310-macosx_10_9_x86_64.whl
  • Upload date:
  • Size: 82.2 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-1.2.1-cp310-cp310-macosx_10_9_x86_64.whl
Algorithm Hash digest
SHA256 620f498af6418dd1426470cdacd4562313b3474fc8ed3bff7603558d38eec5f6
MD5 52c1cfab9384b2d843a20032265eb5f3
BLAKE2b-256 c30ab7c08c859c04be6c0718c1d6a78075381dc520a8f88ea85705de69fac856

See more details on using hashes here.

File details

Details for the file shard_computer-1.2.1-cp39-cp39-win_amd64.whl.

File metadata

  • Download URL: shard_computer-1.2.1-cp39-cp39-win_amd64.whl
  • Upload date:
  • Size: 73.9 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-1.2.1-cp39-cp39-win_amd64.whl
Algorithm Hash digest
SHA256 94bf8c1b7541ad39a454620b3e7a8e36b2df6800dfc253aa5fd8bbecad5e4eec
MD5 6d4f9e1e7c44871e2d1d6ed0daac11bc
BLAKE2b-256 60a12aec208437eb8964a1f36dd0dcabe1b8a9289132adc04621012255a512a6

See more details on using hashes here.

File details

Details for the file shard_computer-1.2.1-cp39-cp39-win32.whl.

File metadata

  • Download URL: shard_computer-1.2.1-cp39-cp39-win32.whl
  • Upload date:
  • Size: 68.6 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-1.2.1-cp39-cp39-win32.whl
Algorithm Hash digest
SHA256 9f497e21901e2a2c435489229d722794358cd39473daa7217dff2ecb8521893d
MD5 d35e7e3bc8a8111c2e67cd99276439b0
BLAKE2b-256 6544bb9a2590c85ebe58fee752102c8cdd55cb44282db17123194d4a0188205e

See more details on using hashes here.

File details

Details for the file shard_computer-1.2.1-cp39-cp39-manylinux_2_17_x86_64.manylinux2014_x86_64.whl.

File metadata

File hashes

Hashes for shard_computer-1.2.1-cp39-cp39-manylinux_2_17_x86_64.manylinux2014_x86_64.whl
Algorithm Hash digest
SHA256 3e46714e9cc9152528a115b22bcd5501b2135fa428b21f41675a2e3056d334e3
MD5 ba79fdf1c88905f02418562dcbee79f9
BLAKE2b-256 1c202af5236452981ca97fc87de17f62e281eca3d30e69cd83cd4a747636aa1a

See more details on using hashes here.

File details

Details for the file shard_computer-1.2.1-cp39-cp39-manylinux_2_17_i686.manylinux2014_i686.whl.

File metadata

File hashes

Hashes for shard_computer-1.2.1-cp39-cp39-manylinux_2_17_i686.manylinux2014_i686.whl
Algorithm Hash digest
SHA256 6bb422782ad6400cf9995ed6819086fc922a76d307a67d1fd316d43abaef2156
MD5 a8b22bcbd1c770f510adaa83398644b4
BLAKE2b-256 28ac145cca06ea685ceff84b5241df9e13fbe7ad4fbbeb9035ec8db6e7e95504

See more details on using hashes here.

File details

Details for the file shard_computer-1.2.1-cp39-cp39-manylinux_2_17_aarch64.manylinux2014_aarch64.whl.

File metadata

File hashes

Hashes for shard_computer-1.2.1-cp39-cp39-manylinux_2_17_aarch64.manylinux2014_aarch64.whl
Algorithm Hash digest
SHA256 cfaf95ee0fdb503d269b92ed142c35e13809edf6d7fecdd94bc8db68c9f11c1e
MD5 6783eb2d74993fe82177e993191208e3
BLAKE2b-256 f7687c829aa40e641ac37ce74c34f116baf19f3bcdb0d6c633bf927c1951a476

See more details on using hashes here.

File details

Details for the file shard_computer-1.2.1-cp39-cp39-macosx_11_0_arm64.whl.

File metadata

  • Download URL: shard_computer-1.2.1-cp39-cp39-macosx_11_0_arm64.whl
  • Upload date:
  • Size: 80.1 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-1.2.1-cp39-cp39-macosx_11_0_arm64.whl
Algorithm Hash digest
SHA256 4f52a834d8928de43a2e1cb8e0059ecff893a53d30ec83cc87142258c33865d7
MD5 cd1e103eb8ebd7033abb575788da9099
BLAKE2b-256 53ed03c506f6233bc398885e4cec4bf4f33a90d386befd863f721583165cc739

See more details on using hashes here.

File details

Details for the file shard_computer-1.2.1-cp39-cp39-macosx_10_9_x86_64.whl.

File metadata

  • Download URL: shard_computer-1.2.1-cp39-cp39-macosx_10_9_x86_64.whl
  • Upload date:
  • Size: 82.2 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-1.2.1-cp39-cp39-macosx_10_9_x86_64.whl
Algorithm Hash digest
SHA256 57f3c9e6765e8139ca27be4242220f97de1c17dddfab7c5e7e8a9a0c1aadbb5a
MD5 6a66a9c3e9d2c56f02400c5229f41617
BLAKE2b-256 d9196c7c1cbf9eb1eb3763382f4189db03dee5fb2d1a2f509def21ceee6e818f

See more details on using hashes here.

File details

Details for the file shard_computer-1.2.1-cp38-cp38-win_amd64.whl.

File metadata

  • Download URL: shard_computer-1.2.1-cp38-cp38-win_amd64.whl
  • Upload date:
  • Size: 74.1 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-1.2.1-cp38-cp38-win_amd64.whl
Algorithm Hash digest
SHA256 b0f672ba29e00a003d138210cc8a7fae8547116a31621ffbd769b53e6138d5f3
MD5 c088139abec889d9028755c321d172e2
BLAKE2b-256 16bd1a7efd9c8f77ad5cc7bf0c87a2bfba24d4ddf95f68e46d929678c5580d3f

See more details on using hashes here.

File details

Details for the file shard_computer-1.2.1-cp38-cp38-win32.whl.

File metadata

  • Download URL: shard_computer-1.2.1-cp38-cp38-win32.whl
  • Upload date:
  • Size: 68.5 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-1.2.1-cp38-cp38-win32.whl
Algorithm Hash digest
SHA256 fc92fd8ae6d4da6a1ae6869f716400533cb65200a05cbf52858eccc35cfc5288
MD5 d5e5dcba2d2ab98b06e01f5ec5576017
BLAKE2b-256 0939e06faa4bf8a29fb3e0c4bbdfd942bf17b7a30408514b54ac0e1cbd395493

See more details on using hashes here.

File details

Details for the file shard_computer-1.2.1-cp38-cp38-manylinux_2_17_x86_64.manylinux2014_x86_64.whl.

File metadata

File hashes

Hashes for shard_computer-1.2.1-cp38-cp38-manylinux_2_17_x86_64.manylinux2014_x86_64.whl
Algorithm Hash digest
SHA256 0d6154da95ff53edea68878b715a8f7f2861d0053cc4116b03af681f49e3d7c9
MD5 c2e858c904b4eccae329e75343d370dd
BLAKE2b-256 95ed3f188f1ff8478ed9f6ac0ae5cf70572aba14c887f8894fda08f6c7e759e7

See more details on using hashes here.

File details

Details for the file shard_computer-1.2.1-cp38-cp38-manylinux_2_17_i686.manylinux2014_i686.whl.

File metadata

File hashes

Hashes for shard_computer-1.2.1-cp38-cp38-manylinux_2_17_i686.manylinux2014_i686.whl
Algorithm Hash digest
SHA256 8f0d03e0e6b0f429fbcb805059286c6d2d7fd8beab33bdd810ece67e120599b3
MD5 2a6a8095a26670fa13cca2c4aba40718
BLAKE2b-256 9dc33ec207410f950c3c6c1d1e95a1f553be54a4f55e05e879037e18698f8e2c

See more details on using hashes here.

File details

Details for the file shard_computer-1.2.1-cp38-cp38-manylinux_2_17_aarch64.manylinux2014_aarch64.whl.

File metadata

File hashes

Hashes for shard_computer-1.2.1-cp38-cp38-manylinux_2_17_aarch64.manylinux2014_aarch64.whl
Algorithm Hash digest
SHA256 ae601da8edfcf66f4db6bbfaefcf486f770b336e9c003071e3f8d856d4ee3de8
MD5 6a827b5a7c7ed4ac5adea462a5d60ddd
BLAKE2b-256 3f084fc92fdc440fbc7001747d6cd31552e84512f6e50021f4a6ed4f65be499c

See more details on using hashes here.

File details

Details for the file shard_computer-1.2.1-cp38-cp38-macosx_11_0_arm64.whl.

File metadata

  • Download URL: shard_computer-1.2.1-cp38-cp38-macosx_11_0_arm64.whl
  • Upload date:
  • Size: 79.8 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-1.2.1-cp38-cp38-macosx_11_0_arm64.whl
Algorithm Hash digest
SHA256 6fcb1fd782adc8f6889593447af8cc5f936dac8eca6b818d8819f05813efe9f6
MD5 83492c6011e91e95b648b732a4b6e9b4
BLAKE2b-256 6cf10e2e488dab3c468afe18061ab3d53fd9e81bb04d068a2c7705f1a0ac6abe

See more details on using hashes here.

File details

Details for the file shard_computer-1.2.1-cp38-cp38-macosx_10_9_x86_64.whl.

File metadata

  • Download URL: shard_computer-1.2.1-cp38-cp38-macosx_10_9_x86_64.whl
  • Upload date:
  • Size: 82.0 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-1.2.1-cp38-cp38-macosx_10_9_x86_64.whl
Algorithm Hash digest
SHA256 9acd1f187a76b0e4b8ae7b9e027313d9e59c0bb5b0d68a8f08f27720d4c7315b
MD5 0ce14c7b9f0858d2140c0bc6908583ed
BLAKE2b-256 b01654c3b6c562bb1993b986d6e45de82e6bc524914d210dd82d068fa321a2ca

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