gumpy re-implemented in Rust
Project description
grumpy - Re-implementation of gumpy in Rust for speed
Does not implement the same interface, but rather the same premise.
Up to 100x faster than gumpy
Install
pip install bio-grumpy
Usage
import grumpy
# Parse a genbank file
ref = grumpy.Genome("some/path/to/a/genbank/file.gbk")
# Parse a VCF file, respecting filter fails with a MIN_DP of 3 reads to make a call
vcf = grumpy.VCFFile("some/path/to/a/vcf/file.vcf", False, 3)
# Apply the VCF's mutations to the genome
sample = grumpy.mutate(ref, vcf)
# Get the genome level differences
genome_diff = grumpy.GenomeDifference(ref, sample)
for variant in genome_diff.variants:
print(variant.variant)
# And minor alleles
for variant in genome_diff.minor_variants:
print(variant.variant)
# Get gene level differences for all genes with mutations
for gene_name in sample.genes_with_mutations:
print(gene_name)
gene_diff = grumpy.GeneDifference(
ref.get_gene(gene_name),
sample.get_gene(gene_name),
grumpy.MinorType.COV,
)
for mutation in gene_diff.mutations:
print(mutation.mutation)
# And minor alleles
for mutation in gene_diff.minor_mutations:
print(mutation.mutation)
Project details
Release history Release notifications | RSS feed
Download files
Download the file for your platform. If you're not sure which to choose, learn more about installing packages.
Source Distribution
bio_grumpy-0.1.8.tar.gz
(3.0 MB
view hashes)
Built Distributions
bio_grumpy-0.1.8-cp312-none-win32.whl
(444.4 kB
view hashes)
bio_grumpy-0.1.8-cp311-none-win32.whl
(443.0 kB
view hashes)
bio_grumpy-0.1.8-cp310-none-win32.whl
(442.7 kB
view hashes)
bio_grumpy-0.1.8-cp39-none-win32.whl
(443.0 kB
view hashes)
bio_grumpy-0.1.8-cp38-none-win32.whl
(441.9 kB
view hashes)
Close
Hashes for bio_grumpy-0.1.8-pp310-pypy310_pp73-musllinux_1_2_x86_64.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | 7001fd5ee7310b86dbaccf3809d1704ae396d28d1255d717419a1e2be38213b7 |
|
MD5 | 31a50cabfe62deb928ffb739008f046b |
|
BLAKE2b-256 | 857e7253c2fda1c33b313ac3c549829999a789e38d8ebf09cd56cd496b88802c |
Close
Hashes for bio_grumpy-0.1.8-pp310-pypy310_pp73-musllinux_1_2_i686.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | ca2aae578e26337a35c826dcfba3dabcb5d15195d0b79b0897af0a517b7134ba |
|
MD5 | cd4e55a2d40effa4f9ff8a17b519d7f5 |
|
BLAKE2b-256 | 4a0dbd6a0e01d4c24cf5c2aab372213770c31fc6da1883ce1f2441297bd389cf |
Close
Hashes for bio_grumpy-0.1.8-pp310-pypy310_pp73-musllinux_1_2_armv7l.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | d04897505925bef1c4cbb9b92a59d5787dbe80a6be6bbe344d7eed62ca2bfead |
|
MD5 | 52cab6ddc7a114e9b9c6024ae281cd43 |
|
BLAKE2b-256 | 7a57d34808312f1250177634a011c3561e73541db4f619160f3e7b8e044cfad3 |
Close
Hashes for bio_grumpy-0.1.8-pp310-pypy310_pp73-musllinux_1_2_aarch64.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | ea02a4943c091b5c42c29ee5ca9d6b553ecddc975fc0689683606791ebb4a423 |
|
MD5 | 30fc85f6768fb71cf3daef469bf10608 |
|
BLAKE2b-256 | 37d8b287aef91bc9f7223d6397e67e994716038319c5bce0fc8fc21f690f3c2f |
Close
Hashes for bio_grumpy-0.1.8-pp310-pypy310_pp73-manylinux_2_17_x86_64.manylinux2014_x86_64.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | 79f5f71ce8620a31171f32c34fd623eda1c3c19260e02de731efb358adaf96ca |
|
MD5 | dcd9fbe8b1aedbb1b9a94d957aa3c3b6 |
|
BLAKE2b-256 | fa8c2ab427c265bfa17465ad6fa38e6fa69af4e94ab879fd18a4c610b3a407a8 |
Close
Hashes for bio_grumpy-0.1.8-pp310-pypy310_pp73-manylinux_2_17_s390x.manylinux2014_s390x.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | 81e1dae1b874954e515460c5c70fda2d3ea43079ddcca9148a42acc6fd7e6068 |
|
MD5 | 4132fe031c5045a766ce73e21ca410b0 |
|
BLAKE2b-256 | bb2abd6f99c3707f1bf06c55a70221ebec447bd8ad33b398ef73eb1a87e706fd |
Close
Hashes for bio_grumpy-0.1.8-pp310-pypy310_pp73-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | dd2b0c2f063a1b4ce7a244daf475751c68b3753d36d62974f95bcb73e1f51047 |
|
MD5 | bf416ca691e1b3b3cc5322a2763a31d4 |
|
BLAKE2b-256 | 2c2bdff00ba61f49775033516328a35e64e27bc672b661ed5f861ec6fa5df1bb |
Close
Hashes for bio_grumpy-0.1.8-pp310-pypy310_pp73-manylinux_2_17_armv7l.manylinux2014_armv7l.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | df49327cadb0e4e35adc417bbce281f468a2b97a53540924e73659d368cd133c |
|
MD5 | b0b635890b1641b1f71d084977995b45 |
|
BLAKE2b-256 | c6a53ec18fabd58d7c54f6d653439e8938d6b8c20cda14c8d3ea3dc3e2f7d433 |
Close
Hashes for bio_grumpy-0.1.8-pp310-pypy310_pp73-manylinux_2_17_aarch64.manylinux2014_aarch64.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | 073a4df21a0266a54e83a7ae40e21db4c45b2d313ea96f1a59463496e23b6e06 |
|
MD5 | 108abc283cbdbaa54cf249d5609982a6 |
|
BLAKE2b-256 | 060643176fe9bbf4395f01c9b38c66f17c53f2707162e9beca7bc0ebada05264 |
Close
Hashes for bio_grumpy-0.1.8-pp310-pypy310_pp73-manylinux_2_5_i686.manylinux1_i686.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | 48f3e07077d9f445899d494298fe93f49cf9900f5d4c6b527c068735c47cafbc |
|
MD5 | 91e79ad4dfc99b028ba9e1575942da09 |
|
BLAKE2b-256 | d7182ed0961c85784d351a364308a9fc2d305c31b0b4b54e27124198d5b403fa |
Close
Hashes for bio_grumpy-0.1.8-pp39-pypy39_pp73-musllinux_1_2_x86_64.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | c031df8138a0dae4e0c0594df2ad181dcf94c0f116cc167130a8adeff3a9a349 |
|
MD5 | 55fa4cf044eaf1edcbe5bbd6a64b3eba |
|
BLAKE2b-256 | b2d4cda6ab915423ec639a6de242aa4a7766936177529bae031e1502235451a8 |
Close
Hashes for bio_grumpy-0.1.8-pp39-pypy39_pp73-musllinux_1_2_i686.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | e12e4db2ee8b0d60b03fab94ed6ab89c5ce91cb64f6101d5f1fb69d80837febf |
|
MD5 | 04e5853c0d74baa000c3f816b6144918 |
|
BLAKE2b-256 | b3ed4f32745687c448e73a08ee90eb8843df54846bede31b59ca13137c6b9773 |
Close
Hashes for bio_grumpy-0.1.8-pp39-pypy39_pp73-musllinux_1_2_armv7l.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | 98d1c31b165ba8b4b6c73266ca9d4cbdb6aa26e0d8f26d6e870de11077854178 |
|
MD5 | c4c996d179328e4a6e09805e5749b9d1 |
|
BLAKE2b-256 | e1e4fc43a40b29e87be3feab7e65aa911fa6cd054c2e9a9e47fbcf321d5606d2 |
Close
Hashes for bio_grumpy-0.1.8-pp39-pypy39_pp73-musllinux_1_2_aarch64.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | ea676b2e82951ea719d87ccfbe84e9d8447fff7b399f2b0ead59e78a71779bf3 |
|
MD5 | b7f560a893a32a745bcf3e80d35d68e7 |
|
BLAKE2b-256 | 0ed7de0b54feba2f3d49dd3bc709ca5652320493043e11a297aad7674fcb15ce |
Close
Hashes for bio_grumpy-0.1.8-pp39-pypy39_pp73-manylinux_2_17_x86_64.manylinux2014_x86_64.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | 594ef8225da299ba80bd921a6c520e9fbe004a47216ebd535f281259f27b882e |
|
MD5 | 377381c39719eb22d3ae3ff75a733447 |
|
BLAKE2b-256 | 82b029316e3beab591c0426d49c312aca82f131fb81ee711f5d90a6eebcd1002 |
Close
Hashes for bio_grumpy-0.1.8-pp39-pypy39_pp73-manylinux_2_17_s390x.manylinux2014_s390x.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | 2b7100ac842759324f8f7d9c090fe5d7ab48033ccc14bad78b0bfc856e0565e4 |
|
MD5 | c6a89e6f4a0bc624ab267ddcd4019dd9 |
|
BLAKE2b-256 | e0017e26ae40384f7266a9881d2d5b177ccc2a94c9cea9a5c9d7ecb5637ae679 |
Close
Hashes for bio_grumpy-0.1.8-pp39-pypy39_pp73-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | 8c825ca1d4c17e93016bc4e6cf3184c7574d331bec77b22b1a190cae9b90e822 |
|
MD5 | c7fc30797064e1607d259917b59bbabb |
|
BLAKE2b-256 | 9e7ebf10f14ab1677060e79d38df6738c5cbeab6fc91babde4ad005970ef74d7 |
Close
Hashes for bio_grumpy-0.1.8-pp39-pypy39_pp73-manylinux_2_17_armv7l.manylinux2014_armv7l.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | e0d3d690a99ff11ee67debf89a40ad9aa7e55085aed65cbdae7915e07bc95b2e |
|
MD5 | 28085224c67d0a5e173e79a7ae269e05 |
|
BLAKE2b-256 | d40c3aff576bfff38021ae985ac3608b70db36ea49aeb62a080bc6426a3b9811 |
Close
Hashes for bio_grumpy-0.1.8-pp39-pypy39_pp73-manylinux_2_17_aarch64.manylinux2014_aarch64.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | 26af5dd737605b3e9a3f8a7483c6dcd91c02d068031ba5e31f98753311db5f95 |
|
MD5 | cfee0cdb6fda7c52035da118ab477aaf |
|
BLAKE2b-256 | d000d3021d667f8a324f355be6ca80fef9dd1f3664d23be5bf97aec858fc7cf4 |
Close
Hashes for bio_grumpy-0.1.8-pp39-pypy39_pp73-manylinux_2_5_i686.manylinux1_i686.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | 76bd6ada19f0ae2e93b9a88c729a3f3f23c43c8f874f8fe5e5f35d5686bec6bf |
|
MD5 | 344fdded0f8320406edd8e1eefd5966f |
|
BLAKE2b-256 | 22b6660c114706ce9e7c50b3424d1dbac42e863b312390a8f71cdbda4c7f1d52 |
Close
Hashes for bio_grumpy-0.1.8-pp38-pypy38_pp73-musllinux_1_2_x86_64.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | 6d79dcaa6f36c8d8719a9b7c17ea3e12c0375b0151d069b683bf79d2a965cd89 |
|
MD5 | 82b711a5089bdeba15f60945d60d113f |
|
BLAKE2b-256 | d66d4808125bf37bf64837633a8109809e4e21b8039a2fc7c4831656468ca72f |
Close
Hashes for bio_grumpy-0.1.8-pp38-pypy38_pp73-musllinux_1_2_i686.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | d6d9147319d30d22282e0ee7780219769d745215893168a057854e8e57d590c4 |
|
MD5 | 47d82b23803e83e94dcc9592a83bcd63 |
|
BLAKE2b-256 | 1355a5ce67bda1dfd0a8b8a2f52ce8614c3983c5e98156d2f5e10f9e420618e1 |
Close
Hashes for bio_grumpy-0.1.8-pp38-pypy38_pp73-musllinux_1_2_armv7l.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | 627d58e17977e139d2319cd72c9b65c9be806205ab6f8985e3b219d4708089ea |
|
MD5 | 37d2e43b51b00b12a1d2858147ebccb1 |
|
BLAKE2b-256 | 36e9123fdf8f4b643581fee352ec3ca6c8e9d604838f844affd651c29a1202b4 |
Close
Hashes for bio_grumpy-0.1.8-pp38-pypy38_pp73-musllinux_1_2_aarch64.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | 16c2d614403148a241dca0a8426b641533aac7f02d7eff81a9c05165ab29f962 |
|
MD5 | 26a19affbd068e021b97f97cc74d399e |
|
BLAKE2b-256 | 33a1c62b7cb32ef734f308e234a810a997db71df31932165f314dee14007ab74 |
Close
Hashes for bio_grumpy-0.1.8-pp38-pypy38_pp73-manylinux_2_17_s390x.manylinux2014_s390x.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | 26340add963266059a8c36d0262e9bb54a44e5c2b92a01636f6d01d306b4428e |
|
MD5 | cbc1551b9e8ab5908547452567adcf54 |
|
BLAKE2b-256 | 0b9f7beea0c50cc39e02a4b1392a9724593739b24a36d1c1e096ce75f726f8b7 |
Close
Hashes for bio_grumpy-0.1.8-pp38-pypy38_pp73-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | 0cfc4ec515bd5eca611fc8edb18f9c71e49e2a5cd70018ac946f5020ece7c61e |
|
MD5 | 85c3ea21571f8382c736b1d59c875981 |
|
BLAKE2b-256 | 0c8449392590511e126441e1d3147f7e4607b94920d441984187ffd76440fa92 |
Close
Hashes for bio_grumpy-0.1.8-pp38-pypy38_pp73-manylinux_2_17_armv7l.manylinux2014_armv7l.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | 602918e131fc49685032638acfe3b3483e61778cfac5d6b7155e0b7367c3f5b1 |
|
MD5 | 5efd561dcab0c866bd1052d0a86d0885 |
|
BLAKE2b-256 | 3617ab9a833d127c85f27edf975e136ad974cedae338462c92e7d243a38e1d7f |
Close
Hashes for bio_grumpy-0.1.8-pp38-pypy38_pp73-manylinux_2_17_aarch64.manylinux2014_aarch64.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | 1cb8ef46ec8a767c9587a350d7f86008c19a60bf857cf1498598680fc4f1050d |
|
MD5 | 81cc85147a94c8e4035818a131e9374c |
|
BLAKE2b-256 | e1deb54d13b3a112b50ec514f4b6cbd961dcde2e05d2b943337b587f854b50e6 |
Close
Hashes for bio_grumpy-0.1.8-cp312-none-win_amd64.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | 1385f1e6c8653253f8ee7deb9abd3833d27ab094c57bee1424a60c4de75e478b |
|
MD5 | dd37beae6997338c1ff9a0765d228535 |
|
BLAKE2b-256 | 7777512ec89b9a4b6a1bcce82d0c7ab2bac8fa2735353fc827d20d9b0d263ade |
Close
Hashes for bio_grumpy-0.1.8-cp312-none-win32.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | faa46cf5cadc3d1e4bd7960a15022717227b32a88b9d7e0f45f7953af361d12b |
|
MD5 | 9d8735e808e27c61aa95884f0a9ca8e2 |
|
BLAKE2b-256 | d2c421d89fb3cf6aed068c75ddc33129a7af4feeb0d782c7b1f43fa499bca3db |
Close
Hashes for bio_grumpy-0.1.8-cp312-cp312-musllinux_1_2_x86_64.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | e00da41c7e5c2562d3ae85a20de050da840b4285988b5175b697a498d528bf16 |
|
MD5 | c4ac932bb28b48961459f8c14a9c0f8d |
|
BLAKE2b-256 | 4ea45e27ad657d6209ec6d472cbfaab4b43d7ef9fd9b4fbba3976dc15924fc78 |
Close
Hashes for bio_grumpy-0.1.8-cp312-cp312-musllinux_1_2_i686.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | c164648881b80ee12b223e12d66e90c05aa37312ef38f463a1ec6bc3fcf1fe8d |
|
MD5 | e958b3cadc9582ffb2f6edf3198ecb16 |
|
BLAKE2b-256 | 2b282c591cf3fb0c2f9a9bfddd6c66cf4ef9381003334e1d6d6e5f9cc9ee615a |
Close
Hashes for bio_grumpy-0.1.8-cp312-cp312-musllinux_1_2_armv7l.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | a51960130084f864af8ff8a0a3abe08568d3cf43e68099c4a0db0f648f7bac4b |
|
MD5 | 83d9f753af3f10c40450b857d3a128e4 |
|
BLAKE2b-256 | 3c26d2652700b4e72ef2f25c37139682d7a80ba3295c843b3b427ac2d9806aa2 |
Close
Hashes for bio_grumpy-0.1.8-cp312-cp312-musllinux_1_2_aarch64.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | 4c2e7147a665d7c2eb71d947e0d49e360c3cfd10c0cadcd80df7ba7a65e29b99 |
|
MD5 | db01143d10e4653c838ad0dd47afcd45 |
|
BLAKE2b-256 | eb6e293619bada067d2417ce5cbf6ea33fec2c776d8eef8465d236f66b59d2b3 |
Close
Hashes for bio_grumpy-0.1.8-cp312-cp312-manylinux_2_17_x86_64.manylinux2014_x86_64.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | 23f012373be634e98cc22dfe85937601cf59e4d99b278b9e5ffe0cc21bbebf22 |
|
MD5 | f358e393d7142fbe024e014b737cbe36 |
|
BLAKE2b-256 | 24d9b19d00a69d9224d921f62ceaac764fa82561dbad5389cfea43c0cbc04625 |
Close
Hashes for bio_grumpy-0.1.8-cp312-cp312-manylinux_2_17_s390x.manylinux2014_s390x.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | 82dd53ca3586da4f07e1d6d57d22a02a00300304152ce8b60f13c87525fc67f8 |
|
MD5 | 588fcec1ab00c35b1a949ec90e2f1d55 |
|
BLAKE2b-256 | 6ae3873bd145521eaf2b19260b134a36f70dc59f65ef808e761ad027fd0ffabd |
Close
Hashes for bio_grumpy-0.1.8-cp312-cp312-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | 59e4310cf59d2e6f3da2e51b04009f075500cbaea366af9efdf646dacaaf1d9a |
|
MD5 | f04cc00dfc03d7bb593c03626d0ad762 |
|
BLAKE2b-256 | 7420da853207eddf48209d7dac3bbd23036ff76ffc478d0b5b0724849701c170 |
Close
Hashes for bio_grumpy-0.1.8-cp312-cp312-manylinux_2_17_armv7l.manylinux2014_armv7l.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | 99c5e27487535842ceaa8f7d42ae309e390ccc4aae17224c5e1eeb748acd7e8b |
|
MD5 | c57d4ecbe192ed9c4a75917930aead67 |
|
BLAKE2b-256 | 7228d86f6f1e6e4e815eed9cd99753ea339ef7da42b3dc8c476ef71707a9b4a7 |
Close
Hashes for bio_grumpy-0.1.8-cp312-cp312-manylinux_2_17_aarch64.manylinux2014_aarch64.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | f4a7c165dd7ec160f0e28a1dafef240025b58204b255adc39c7bc3dfc39be033 |
|
MD5 | fd11ed8c243b5471772271fb39cfc3b6 |
|
BLAKE2b-256 | 491fd7a6aa0d4be8118e656d981b5dc9737b8326cd2c9d90a5f9afb1a379a33d |
Close
Hashes for bio_grumpy-0.1.8-cp312-cp312-manylinux_2_5_i686.manylinux1_i686.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | 1d9d29c78278f6652d4aa89fd76951fc767a2fdc8b9d5414e85fe622fe3b6de1 |
|
MD5 | c3809e62fd84c8156609c727572017e3 |
|
BLAKE2b-256 | 5d91d89c58e1bbdf7d1da5a3e5339e3aaafef9c7ac8b8c9535ae5f864d9d0df9 |
Close
Hashes for bio_grumpy-0.1.8-cp312-cp312-macosx_11_0_arm64.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | 660b8cb9a22041f18c4aba2f6dab9b21c951d92a4aca84248ab56e4dd1fa0e03 |
|
MD5 | 2d9410f75eaaaa4e572f736c5bd20d7d |
|
BLAKE2b-256 | 79cf4227aa005c960e5972b8bf5c592098976bd8bff60054af45cbefbf8442a3 |
Close
Hashes for bio_grumpy-0.1.8-cp312-cp312-macosx_10_12_x86_64.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | 03a881b9c31678e81a17d52a3e4a047ec6456ea519e21b3173c3fc97c9868a34 |
|
MD5 | c271c00606c3a89e64c2c40d7ec5c6af |
|
BLAKE2b-256 | 8fbe5506e8d7b27498dad8b06c76affed7843991ce9ba487aba4a0203a2855e3 |
Close
Hashes for bio_grumpy-0.1.8-cp311-none-win_amd64.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | 0c95c15ec61b1d327e09a848af048992e7ae786a51c3b6a63958c7d5be7de5bd |
|
MD5 | 944c6fc9ef54f237a45f84c0db84a362 |
|
BLAKE2b-256 | c08af7fe99c9bf1a5ab4a1fdea3a76b4de88e5cf3dedb9510f5f8d74b9c96689 |
Close
Hashes for bio_grumpy-0.1.8-cp311-none-win32.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | 18ab2d1d9d730beaa286c57fd18b4ed1bf8ed89b809cd3ac39bff38d344e9d8d |
|
MD5 | fff4df8377020ee2cd0ee6f99c225858 |
|
BLAKE2b-256 | c88ff9885484117c2a1e402815e8f84cab0b3f690ffc3138f9e5b35840d47935 |
Close
Hashes for bio_grumpy-0.1.8-cp311-cp311-musllinux_1_2_x86_64.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | dedcd9317c7f457602f9731e8b4f97d198504373958f108d6048c4d90873f637 |
|
MD5 | 7db33ec99a70d3986285b72987d7b8b6 |
|
BLAKE2b-256 | d251d0054a7da4799941ac5ce7577a22de60a9ab2026e4da60a440e227721082 |
Close
Hashes for bio_grumpy-0.1.8-cp311-cp311-musllinux_1_2_i686.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | 5c6ea72076e9113f8468e87ae8702ddbc3685e395b2338a626b9d9bb46506a63 |
|
MD5 | 3920048dd822f4e8f4a9943f9ad7dbf4 |
|
BLAKE2b-256 | 27afeeb43bd8b716f4871e7d09e7de9302af377fd05817534a1975e80ac6c4eb |
Close
Hashes for bio_grumpy-0.1.8-cp311-cp311-musllinux_1_2_armv7l.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | 3e7f1e173124e49766f6ea0e460c4a7290905ff01b34d9d4293c196c2337e0ac |
|
MD5 | 8366adb800ad01fe60c485747f425e75 |
|
BLAKE2b-256 | fe44c69016b70af033988aecf301f3a313046b1b94e9e4005d52faedb42e79a9 |
Close
Hashes for bio_grumpy-0.1.8-cp311-cp311-musllinux_1_2_aarch64.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | 0e844ded95a5203c34c53e163eea9828121f3dd8b86bbbbbf591ecdf0f2a1d44 |
|
MD5 | 0df1c592d195d59c7c01c19116d4c50a |
|
BLAKE2b-256 | 31a1f11d8e0a03ec3a9ceb32a9cada1fe10f37b6009a40ddd3cb472af861fce5 |
Close
Hashes for bio_grumpy-0.1.8-cp311-cp311-manylinux_2_17_x86_64.manylinux2014_x86_64.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | 3fcc823fcd7d57351f78744f7b477f3f3d030fef9faa44f492eda9f696f953a2 |
|
MD5 | 2b2ef11bee34e799a7c58bbc7e4d47cb |
|
BLAKE2b-256 | 9a82e2994da458c06a83678c326c049bde87994d9752535c32ab785921f75c2d |
Close
Hashes for bio_grumpy-0.1.8-cp311-cp311-manylinux_2_17_s390x.manylinux2014_s390x.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | 598f22b92ce5c300029dbb48f846c2d6cfefa42021fef3c6b1130d02f4117078 |
|
MD5 | d342e39302807137791805b85eaf4270 |
|
BLAKE2b-256 | 1b81af8e54a56021b750048123b6bb04d379be06f5429d61f5ed2e6bd7108e2a |
Close
Hashes for bio_grumpy-0.1.8-cp311-cp311-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | 0f20bd8742c958090e5ffd51b995789a66510b02a20758a1d5527694cc2e04d1 |
|
MD5 | 4ec5e5d0517cdc6c7b20308f062ab766 |
|
BLAKE2b-256 | 774ca55b8e70e8c22a57945b439c43a38c3539812a1d279bf9d3c0f52c58285f |
Close
Hashes for bio_grumpy-0.1.8-cp311-cp311-manylinux_2_17_armv7l.manylinux2014_armv7l.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | c795f23a6cfcc84b496d17fef021eb157c5752a706dce8262cbf65225d2ff448 |
|
MD5 | cf943a5a233efe36b606f2a4e6066401 |
|
BLAKE2b-256 | 843b1f6654004f340282a8e768133178ff615b3e0872d1595bcaaea2a7e79988 |
Close
Hashes for bio_grumpy-0.1.8-cp311-cp311-manylinux_2_17_aarch64.manylinux2014_aarch64.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | 25602c43e008966dcbb456ad5c66341fd186a118f98f45f83c5ce3aa3051e2c4 |
|
MD5 | 3ced4b1add3f3c81bbaefb239a466770 |
|
BLAKE2b-256 | c47d9371e008616495c3cfc2c3d786ae7b2106575c573e89ba532ca9fd4eea7e |
Close
Hashes for bio_grumpy-0.1.8-cp311-cp311-manylinux_2_5_i686.manylinux1_i686.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | a6e9cfca49fa7a80353945bd91e61ef4aabfc6231a69d9b60a43065ff421d2ad |
|
MD5 | edc4f6a59ca6947a4f83dddbfe9aa742 |
|
BLAKE2b-256 | 683dd49f656f5bcb069bac89eb5872a45eb583ef5fed70193bb4379595c53d18 |
Close
Hashes for bio_grumpy-0.1.8-cp311-cp311-macosx_11_0_arm64.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | a5035c16247ad6ea7dc094886b6d18556f758af8e548e53655b28df180f446f3 |
|
MD5 | eac28df2506f5f05e93c48947a8405e8 |
|
BLAKE2b-256 | bb354da27f3fba00e98b1de11929342dc50a069135250d2b838daf15cbabb113 |
Close
Hashes for bio_grumpy-0.1.8-cp311-cp311-macosx_10_12_x86_64.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | a8758fdaba198ee67a5d37f070ced22afc690d2b285e14d17cc3ddc762bbcdd9 |
|
MD5 | b85a942ca914da2edb0ca49a8886d709 |
|
BLAKE2b-256 | 693c97604bc6b6c711bbe7c9a606e2274fcc80591c44894b945e8f2b01e1af06 |
Close
Hashes for bio_grumpy-0.1.8-cp310-none-win_amd64.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | 811e63d8ae1599161ac178866434ceceeb92c7b47bab89dd0a6ebf672ca831f2 |
|
MD5 | ca87fde3e6c17bf55cbd95f95b740704 |
|
BLAKE2b-256 | 4ff86033bc3d22e28d44f2aabb086caef9dc5a7a336ebdfd9ad337eed57a4876 |
Close
Hashes for bio_grumpy-0.1.8-cp310-none-win32.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | e1f11ea484e1694400df75a496c7f9c68a572c4f25e1c18187fe2684eddd68ac |
|
MD5 | 17c910cd8d27ad4c5f0473d40a50c425 |
|
BLAKE2b-256 | 809af371b608f414d11e8292355d4ce8367da798d442abae9975d6cffd824801 |
Close
Hashes for bio_grumpy-0.1.8-cp310-cp310-musllinux_1_2_x86_64.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | efc7ca9102cdab55bcaaabe7b517a4212bfe520671e4fdab1d54704517753a4c |
|
MD5 | 4a6e66ac9ae2e04e7950a07a906e0e6a |
|
BLAKE2b-256 | 78434c4da570fabacde652bf0a4a893f45f7301cdd48e780ab5bb610fa66800c |
Close
Hashes for bio_grumpy-0.1.8-cp310-cp310-musllinux_1_2_i686.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | 2b46c7fa8f6e7cca1fa867643e51b16d2324040f2c1d591de4d68409597bfc87 |
|
MD5 | d64494c3aa8a50dd5b9c4933cd8610df |
|
BLAKE2b-256 | 0392439d70b654dcef410b3cb2da111beba826512ecd7a5e5514b60a426a95a9 |
Close
Hashes for bio_grumpy-0.1.8-cp310-cp310-musllinux_1_2_armv7l.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | 84b20ae4d88b6a7bb5f252ea09f93777ce82d8885f515e319175df085e1afe76 |
|
MD5 | 4aaea3b7e1c9789a73ae6413acce2557 |
|
BLAKE2b-256 | 349575a9502c0a3c51d097120fd716c8d6c527427972d42da463c0b4802c4724 |
Close
Hashes for bio_grumpy-0.1.8-cp310-cp310-musllinux_1_2_aarch64.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | bf1b9757cef5325d68b77dd2e2ed975ce9f0b7a851f7427406de72f136423b2b |
|
MD5 | 2bb351771fbac777e267a7f9d3e61e98 |
|
BLAKE2b-256 | eed0818f55d1e44c645cbc13edb99384703da1b181c7ee52ec88cc551488b683 |
Close
Hashes for bio_grumpy-0.1.8-cp310-cp310-manylinux_2_17_x86_64.manylinux2014_x86_64.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | 3d38c8af6b5adedc09ab9c34647e9842091a990aeae5e1d002bc6f5ee280b20c |
|
MD5 | 9962546cb2d73546c94c7a0d3483ff6a |
|
BLAKE2b-256 | 6698f45c737f42ba5642c3310797e7380a329c3015d0befa903bd24fb6108c63 |
Close
Hashes for bio_grumpy-0.1.8-cp310-cp310-manylinux_2_17_s390x.manylinux2014_s390x.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | f39ea6bf2bb72e82c80587f0aa9adad78cbe19ebfad3803d0b64e834abeb1a68 |
|
MD5 | befc7d223c23d0be8a9bdb53a804903d |
|
BLAKE2b-256 | 832ccbae8e854ffbc60619da00ecc343ebe455ba2b77198e5accf136c6ce4385 |
Close
Hashes for bio_grumpy-0.1.8-cp310-cp310-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | bf88bf50d92dbb35a7050349406d383bbce5561075083ea9bfe87cf6fe33774c |
|
MD5 | 746dc637c3430aa8f5bd3747f269f17d |
|
BLAKE2b-256 | 0a5ad3992e665c1f234acd30d2f1872bdbba8aee95e666240e4ba03258b5f76d |
Close
Hashes for bio_grumpy-0.1.8-cp310-cp310-manylinux_2_17_armv7l.manylinux2014_armv7l.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | a37788429cb1e14fcda1020db5cfea1c630d299469f24ae50b5bdb9caa3cbd99 |
|
MD5 | 57b64c6e2a5ad20a460ba756b52e32a9 |
|
BLAKE2b-256 | 778238804d0f2b2ece81bd9416eb0851065336716f77d2c47db79ea8d6d9d6d6 |
Close
Hashes for bio_grumpy-0.1.8-cp310-cp310-manylinux_2_17_aarch64.manylinux2014_aarch64.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | a074cd105ecaa65be995fe1d6ada1bacd135caac43c35f5bb2e482d3c21fe948 |
|
MD5 | cf5018a1a002a684f3ea6e235ff13779 |
|
BLAKE2b-256 | 4d7a53f9e40749874f6614ca81e1f4d0b1334136e7cf05ac5e70d8425e7586ac |
Close
Hashes for bio_grumpy-0.1.8-cp310-cp310-manylinux_2_5_i686.manylinux1_i686.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | b1a9e1425b9f9d0c916a51dd4bcdac5680b445702578b9a2c9b0ff3eb4645a2c |
|
MD5 | 4635548d1ddef7b3d38f20c0776d17bf |
|
BLAKE2b-256 | cd2ed335a02b842272d0cfca2df060298345038589395a2d3a848c42b97ba6ea |
Close
Hashes for bio_grumpy-0.1.8-cp310-cp310-macosx_11_0_arm64.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | 84755002e59c8f740f72489d71f85fc23c4528e0a506a41c27ade7278987a890 |
|
MD5 | 6b99117ac62ee3b8f56511c04ea533b4 |
|
BLAKE2b-256 | 9fab6fa19131ca1aee205ebddb0c40bc142bf2558887b45f40b482911fee2cc1 |
Close
Hashes for bio_grumpy-0.1.8-cp39-none-win_amd64.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | 69a0f0d47f9004634d2a6bb497cc1afe3616e1cedfa98509075a6fb182a09f65 |
|
MD5 | e4d6e4befc61f9c6b815dd7a4ac3f9e2 |
|
BLAKE2b-256 | 59fd6d0c017ad89395b49614874254a818992eac72f2b799fe2cc8fc228afc5e |
Close
Hashes for bio_grumpy-0.1.8-cp39-none-win32.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | 12a775a4bdfc974181600604abe2dea301fb5d400ed843f265e131bf3a4276f0 |
|
MD5 | f33492419f5b8f9b3695ec94a35c196b |
|
BLAKE2b-256 | 15ac34c83a9e6a3474ad21a502101f12488b6ff2c3745b8c951ac0bdfc7bfddb |
Close
Hashes for bio_grumpy-0.1.8-cp39-cp39-musllinux_1_2_x86_64.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | fcb59562a019f40f1768d3131d9d739ade8088e40e1f771dd5ec82173aefd712 |
|
MD5 | 673a8615e5752215510a77b3d3c4586a |
|
BLAKE2b-256 | 9f2e755bc99298b32200b988133ec177bb4c71a302411e1ae715bdb37c5b8361 |
Close
Hashes for bio_grumpy-0.1.8-cp39-cp39-musllinux_1_2_i686.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | cd5942160694de37a8a47d27c3e051d1c64c16139366dec70b2d2948862cf321 |
|
MD5 | 05fa1529048e1537f7b82ec2ff79dec4 |
|
BLAKE2b-256 | a5063f15eaba302765e0492c3e11e8ce904cea0fac534858c5437320925a1c3e |
Close
Hashes for bio_grumpy-0.1.8-cp39-cp39-musllinux_1_2_armv7l.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | 7c8d6659f763d06201afa094208b77120a6e92260e6d7ebe04af3c747e1e2c10 |
|
MD5 | 8f43fb30f296b0a1f1420b4eb982b679 |
|
BLAKE2b-256 | 0dea5a709fdc4f1bac3f6edfda5cc1920ae9a7090ba8c19c82cfde31497e03ca |
Close
Hashes for bio_grumpy-0.1.8-cp39-cp39-musllinux_1_2_aarch64.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | c2dca790b13db52ea98e49e9e364cdf83d7593c0c498544cc05b3a84e7bcce9b |
|
MD5 | 36938ba31bcac608c13955bc3f4771fc |
|
BLAKE2b-256 | 00f3874cfc11a6d577ffc532e0e23886d2250fdadd6913a4a8f9c7abbe278bef |
Close
Hashes for bio_grumpy-0.1.8-cp39-cp39-manylinux_2_17_x86_64.manylinux2014_x86_64.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | 856f8617fb8903e9294ea1a12c6e507e07955e1527f87e5fb0bea63d40690020 |
|
MD5 | 7011780b1911d9c1a3f071d0383d3bbf |
|
BLAKE2b-256 | 1c41e825ead5198cf437a43b238afb5f9ac9a58a4e12e182be4b8a36fc84a39c |
Close
Hashes for bio_grumpy-0.1.8-cp39-cp39-manylinux_2_17_s390x.manylinux2014_s390x.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | f79e6363e1e8fe5f45d3bf410d2390bbb1696fbfc3bd646ff22e9d3e741be892 |
|
MD5 | c6f8fb819ee41d43a493c9209ffc3690 |
|
BLAKE2b-256 | f01f3c6265d5bce787034b3f8f28106b8ec0d44ca20588faa494076359770448 |
Close
Hashes for bio_grumpy-0.1.8-cp39-cp39-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | d6a8ec34c7d52e8f48bd8f6dfa1fb179c6a69f3e1727e3b66a5c5ac5a0cb4930 |
|
MD5 | 9b8ed5f332a1fbaa2cce615565d22bcc |
|
BLAKE2b-256 | 868743a7fbb1769cdd2413c6e1b399b4be8bf0144af3c7d74ba9a1e094aca516 |
Close
Hashes for bio_grumpy-0.1.8-cp39-cp39-manylinux_2_17_armv7l.manylinux2014_armv7l.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | 67872ad885f14b807f4b2f5e5768abae76dc0852b0cb7e8504055b56d6184117 |
|
MD5 | 6a452b3866f42d8160cd4a15b4f6fd83 |
|
BLAKE2b-256 | 10335bbc84b1b0c6724c5b3a889a9e1bbecb42f9b15fbf29a52a730e0b9efd58 |
Close
Hashes for bio_grumpy-0.1.8-cp39-cp39-manylinux_2_17_aarch64.manylinux2014_aarch64.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | 8de50ec2bf6559d2b71c815bcb0d0367a0cce0a0df554e0072005919b22615b1 |
|
MD5 | 758ea42971ec4cd199fd610ef47b5f4d |
|
BLAKE2b-256 | 9b23c16cd20597d8bc17851d674827cba261b9ffdd89df14559f5d774d4d0fca |
Close
Hashes for bio_grumpy-0.1.8-cp39-cp39-manylinux_2_5_i686.manylinux1_i686.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | 3cae84c916f0c57560993881389b4ebfe612d96838f3d557338e3b1d9438cce4 |
|
MD5 | c195450aa46e385d6e8083b6caa83c10 |
|
BLAKE2b-256 | 8f6751699134b54256c9524550f77bf1a7d4d13da434d6ad07f3f35ea9f9e432 |
Close
Hashes for bio_grumpy-0.1.8-cp39-cp39-macosx_11_0_arm64.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | 326ae1a2de1a72150b0088f5bd9aacc91b4656271f618ba157c9c56a6fbfe8d1 |
|
MD5 | 61bfa105ef4ba52e3ece9308bebfd651 |
|
BLAKE2b-256 | c68a78b2b5f19097ffbe2bf6e888539d6b4f07b84277810c4f6e65b042596a18 |
Close
Hashes for bio_grumpy-0.1.8-cp38-none-win_amd64.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | 73f53d0ad5f0504b640242edcac831760cb56d9fcf34a2db51e3e5a479eda05e |
|
MD5 | 630402474ec7ae5059715c8f0854eaa9 |
|
BLAKE2b-256 | 6921ec82971bf7c0f58349d801a0e2a96b49641f376fe60c21c11a94b832aa8c |
Close
Hashes for bio_grumpy-0.1.8-cp38-none-win32.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | 30426c59fdd9d68c4bb05ae824a08a8590d777f8a75e1e0882115cac71c7b9fd |
|
MD5 | ba692d5d4061ae316d9cbcb8ca61483c |
|
BLAKE2b-256 | 96d8e4b32be7f7e769ef82272a8cd5cd342bc01b8a009115e36fb8aecc5f5f7f |
Close
Hashes for bio_grumpy-0.1.8-cp38-cp38-musllinux_1_2_x86_64.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | 4a32fbc7d2e2638f0051e7a74cc51337ea9711540bab70c03a66adc04cc67da6 |
|
MD5 | 6126e67c49dc0cba11b0d698af844d41 |
|
BLAKE2b-256 | 23ca77b0d66d74d9c8ffa613f3136c91137d14f86ab2ba697292fadf0274b8c0 |
Close
Hashes for bio_grumpy-0.1.8-cp38-cp38-musllinux_1_2_i686.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | e0a6a38b5ba2ef91655fd388600c379dafb323d675b77ea66ee76959555a4f64 |
|
MD5 | 517528290c05eccd78e5cba17c9dbb7e |
|
BLAKE2b-256 | 3bfa1ed4b0c1a4cd948fd3da5a63b69efcafed457f56cde9fdf19e9cd47e8909 |
Close
Hashes for bio_grumpy-0.1.8-cp38-cp38-musllinux_1_2_armv7l.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | ce2eeb9d0f98672640d23449b14ea9df08cfdb6b81156fb9a5b1d0c7f3f7c3c7 |
|
MD5 | b5d06a0e58512c0fc338329dd9146e49 |
|
BLAKE2b-256 | a2e87b19ea0dda6c848c004ef04c22ee3639d1266525050c4a52b1d1972ca85a |
Close
Hashes for bio_grumpy-0.1.8-cp38-cp38-musllinux_1_2_aarch64.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | 06c6abb9bcdd63240ee474e16c170c172c4794a895c67e16b7f610833231cc44 |
|
MD5 | 5c5d0f25739f466838c79a5ffcd08ed3 |
|
BLAKE2b-256 | 54acfcacf66d7506f416d8925c361c8134d4c87342b20519fce9b92774af8436 |
Close
Hashes for bio_grumpy-0.1.8-cp38-cp38-manylinux_2_17_x86_64.manylinux2014_x86_64.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | 04531622045911d6058ef864aaff07ac7188d311f0d220f4867f4f3b4e3c4f74 |
|
MD5 | f037fdd7f4a1cb8857ed6e6c5c7d1064 |
|
BLAKE2b-256 | ec1f236b97c573ee47aae8003f3f61be7be6dc472c37f41bbcd1524a0f1844ba |
Close
Hashes for bio_grumpy-0.1.8-cp38-cp38-manylinux_2_17_s390x.manylinux2014_s390x.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | 4fab069690716c8307e8690e61bc5afeeb0d39b7953ff24bc5850d52e7e38c2e |
|
MD5 | c567470e228cb754479f844a067fd6b4 |
|
BLAKE2b-256 | e18b35df30b251083ce9080d16f81d5385b700ccaab6abe8454bb58e6e525ece |
Close
Hashes for bio_grumpy-0.1.8-cp38-cp38-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | 88570c34716b743a2c8ff63c673e2a7f5c6a95d530ce9893751c19bb4ab7663b |
|
MD5 | 09838154e22e550d81efa801f3d9a2cd |
|
BLAKE2b-256 | dbf7af306f8b7286096f8b77a692ee1eb76acb11aee83bd5d4c40ff4e3e2fff3 |
Close
Hashes for bio_grumpy-0.1.8-cp38-cp38-manylinux_2_17_armv7l.manylinux2014_armv7l.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | d692d7e661795907238faae5e008c3f966c499c22422f8e51062c322ed967212 |
|
MD5 | 92c6b70ff8449d7f308622b1059a03f1 |
|
BLAKE2b-256 | 2d71e4ef4085bd9ef45317d91f54246854975c682c664805ffca72571aea6b75 |
Close
Hashes for bio_grumpy-0.1.8-cp38-cp38-manylinux_2_17_aarch64.manylinux2014_aarch64.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | abb13cf76559192b42adbb4adddc9020a791c78455ecf9d20c27003b323be1f6 |
|
MD5 | ac8a43be9a768950a5d59d3aa55981b6 |
|
BLAKE2b-256 | ebb605bc36726e4f79fccb1f53a950dc2dd7e353286f3b8a18d51f7292660d53 |
Close
Hashes for bio_grumpy-0.1.8-cp38-cp38-manylinux_2_5_i686.manylinux1_i686.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | 9f9365756f9f4e6c6cbd18b3caf51f6fe34747ba0bc1b3c6bbd4fa041c0d77c9 |
|
MD5 | e34c50dc954265ce249091da2713af2b |
|
BLAKE2b-256 | 7256ac709e55e1333a3ae4108e8acab03e04ac1caaaed49c2733fde66a6c2bc2 |