No project description provided
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(
reference.get_gene(gene_name),
sample.get_gene(gene_name),
get_minority_population_type(resistanceCatalogue),
)
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-0.1.0.tar.gz
(3.0 MB
view hashes)
Built Distributions
bio_grumpy-0.1.0-cp312-none-win32.whl
(442.0 kB
view hashes)
bio_grumpy-0.1.0-cp311-none-win32.whl
(440.8 kB
view hashes)
bio_grumpy-0.1.0-cp310-none-win32.whl
(440.5 kB
view hashes)
bio_grumpy-0.1.0-cp39-none-win32.whl
(441.0 kB
view hashes)
bio_grumpy-0.1.0-cp38-none-win32.whl
(439.9 kB
view hashes)
Close
Hashes for bio_grumpy-0.1.0-pp310-pypy310_pp73-musllinux_1_2_x86_64.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | 3a8b9388e0cf8a3448d93ca8a51e05ce585b6d0f59aff4923cac963fe454548f |
|
MD5 | 2b10d3d196090c36a57c9a9d5ab42ea4 |
|
BLAKE2b-256 | fa842b499a5e3c8d8659428ac9ce2bda88f73810372d308105b19f23f917deff |
Close
Hashes for bio_grumpy-0.1.0-pp310-pypy310_pp73-musllinux_1_2_i686.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | 25a404dfe3ff502075c764bdb9f8dc8b4231a06eb2a0a9f968dc3a7189ea8e52 |
|
MD5 | a4abc90187cdb45bcdd326e751a6476a |
|
BLAKE2b-256 | c81f9a0da0c207cef9b262dd94a3ed7cd4a4467a9c396404342d71a6e904d335 |
Close
Hashes for bio_grumpy-0.1.0-pp310-pypy310_pp73-musllinux_1_2_armv7l.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | f82c78490af945c6f32abd7a91f3d2a900f3b1c55a1f76dd328e2e630641215e |
|
MD5 | d99be871412908c779f36084ac0385dc |
|
BLAKE2b-256 | 410bbf3fb1a41072cac3d8a5899644afbd68f25bd9fbde19842f88cd05b37459 |
Close
Hashes for bio_grumpy-0.1.0-pp310-pypy310_pp73-musllinux_1_2_aarch64.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | 4613d7468e3eeef57e0e2370cf69649d3654461bb93cd8cec0f888d1a166e723 |
|
MD5 | 908f8719dd5b88380af3d4c3bb567dac |
|
BLAKE2b-256 | 64ef964d7bfadcb6a60f3165d9d1ec65af49c4707552aecfc8d1bfb758ac4786 |
Close
Hashes for bio_grumpy-0.1.0-pp310-pypy310_pp73-manylinux_2_17_x86_64.manylinux2014_x86_64.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | 538f61f57413b11b4a3dc30e48c12321fee540698fcfc6e8b6e6508c07dba8d6 |
|
MD5 | b93ab4dcd270e372c3f910385dfb7fd8 |
|
BLAKE2b-256 | 814f0895a6eedf57eb397ebfd9f609d6eb6628a9858d1d359ec906ead0e07e86 |
Close
Hashes for bio_grumpy-0.1.0-pp310-pypy310_pp73-manylinux_2_17_s390x.manylinux2014_s390x.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | dd0f6269ea0029c89de7ff4f48a51537d5ff268331a1236ed9fa0bcd9cd7d4ec |
|
MD5 | 086d1e3600e464232b80eb9402dd4fd6 |
|
BLAKE2b-256 | 0a66aa36505f6d0f8c0a1708fbb80dea5e794dcd57de0a62d30a27737c4a7a9e |
Close
Hashes for bio_grumpy-0.1.0-pp310-pypy310_pp73-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | 32835eaa60b4c26ef0f062de6a26ab877ba9ed2a8a1742e02676d4ceadf64711 |
|
MD5 | 3ba33977223c7056c55b22a411c4769a |
|
BLAKE2b-256 | 8a5a0ef9d6dc83ee9a3812f794bc6107739dd4424a1ec211611311667570aac9 |
Close
Hashes for bio_grumpy-0.1.0-pp310-pypy310_pp73-manylinux_2_17_armv7l.manylinux2014_armv7l.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | 45d7f04be9c31d49b8a7c3a49afc333cbb32368aa4233a4dfb1f67e9cf6a8c0e |
|
MD5 | 062b89f0e1c7a8f33960dc642fd71321 |
|
BLAKE2b-256 | 007334a17cf9bb90e10d24f7ebd28f90357b08bdcf36bc01a509b36742a0e751 |
Close
Hashes for bio_grumpy-0.1.0-pp310-pypy310_pp73-manylinux_2_17_aarch64.manylinux2014_aarch64.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | af817b22a124a1f71473f6c26a884c0e652afce185c1b6da0752205d7da3e777 |
|
MD5 | 2e6578f2aa05b63ceefbebe700ea715c |
|
BLAKE2b-256 | 88042eb9eebacbe1e08ea507d682f2c47a97308a45ee69e934f694bc46f0034a |
Close
Hashes for bio_grumpy-0.1.0-pp310-pypy310_pp73-manylinux_2_5_i686.manylinux1_i686.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | e6e2a67512fdc3b9c063b4ec268c1e920dc21930f0df6b37bae1f96342257647 |
|
MD5 | 9da906310648733c926c24169e4459d4 |
|
BLAKE2b-256 | cc4c5941ef0252755d93fb2f4db161ea27c7b132027e210cfee3beb59e001b8d |
Close
Hashes for bio_grumpy-0.1.0-pp39-pypy39_pp73-musllinux_1_2_x86_64.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | 83c445e8cdaf8b22477b8903652b1c68db059c6b47d64719f22dfe93ed7a6ff2 |
|
MD5 | c893773a08dab1d9e8598f58981a8485 |
|
BLAKE2b-256 | 0f0162c071e776229c434cf7091073bc90429689b642139b802fbfc5e46faee3 |
Close
Hashes for bio_grumpy-0.1.0-pp39-pypy39_pp73-musllinux_1_2_i686.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | d827e2432b38d6c7550e76afa7a096b2554124b1333fb8ccaa69b13009949982 |
|
MD5 | 8ad773ef866fe1510a9d702cda108695 |
|
BLAKE2b-256 | cf8fe3183e3c329ad302ff40ab2918e815aa421a9f20f25de0ddcd1628e529e3 |
Close
Hashes for bio_grumpy-0.1.0-pp39-pypy39_pp73-musllinux_1_2_armv7l.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | 068156d28a0db447f26774a24d22e88bcf43a1cae26870d35a25d46981aebfb1 |
|
MD5 | 09211ad66a44caf0e3d45822a890210c |
|
BLAKE2b-256 | 3ecc40eedce9502deb75e32e4bafa249eccbeafb220c81afa713fac307c89560 |
Close
Hashes for bio_grumpy-0.1.0-pp39-pypy39_pp73-musllinux_1_2_aarch64.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | 8bab1e6d9281c4f2b8f394d79bdc2dc0f60771e56800fe7e0a5034c7e4c9947d |
|
MD5 | 240935c4ce2d3b31d8d014c458acdd0f |
|
BLAKE2b-256 | 626c05c0305cc6074fbb6beeacdf8e5a9b6bc816222e15bd52cb3c2af3d85fb5 |
Close
Hashes for bio_grumpy-0.1.0-pp39-pypy39_pp73-manylinux_2_17_x86_64.manylinux2014_x86_64.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | 7b52cc5d76fe17efb66d237461d0da4586712ab022071ebae843341caa1d9e52 |
|
MD5 | fed71cae415c9feffddfd2381837bc9e |
|
BLAKE2b-256 | 0c922e30002eb80bf6dd61ba876276afe89d5b2e243781f95e8d5215783d1b8e |
Close
Hashes for bio_grumpy-0.1.0-pp39-pypy39_pp73-manylinux_2_17_s390x.manylinux2014_s390x.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | 1b1e7ecd61f5ba79c603598c999b993d873b8fcc4d33338c4f394aecdea5680c |
|
MD5 | 4b76ca47d79ab122fec64ed54e85ac96 |
|
BLAKE2b-256 | 171f55e5c87dfc62c668efec4a71dd63335097a8aaff505f0d972256861788ad |
Close
Hashes for bio_grumpy-0.1.0-pp39-pypy39_pp73-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | 6610a50a112f440b1e8d37bc85c4db0b01ed5d4c44c92141c0b6c52274127208 |
|
MD5 | 0b0af89f665bc7fe3398883b9af11b45 |
|
BLAKE2b-256 | 8955282599601278fa7fccf4104a4379f63918b5f9e466ea01fc7324e7a023d9 |
Close
Hashes for bio_grumpy-0.1.0-pp39-pypy39_pp73-manylinux_2_17_armv7l.manylinux2014_armv7l.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | bfce15563c99ec1f05778fa7fb057ecf72e3232ac17db5c7e577c90fd9608fc4 |
|
MD5 | b30b5efcaf7bc8a047cca9822ed528b1 |
|
BLAKE2b-256 | 0f3decd582db3c4d39614e79adab04cf21a2f0c899193c2b6319318b1bd8ba54 |
Close
Hashes for bio_grumpy-0.1.0-pp39-pypy39_pp73-manylinux_2_17_aarch64.manylinux2014_aarch64.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | 50b96d726b4f6656e41b5bc79698a03dab6765772fd7d81409eb101d5aa3cfff |
|
MD5 | 54388f89d4dbf26c6cbecef5582394ab |
|
BLAKE2b-256 | 25f27092bf040115ae00b96866b15defd5fd2784f6fa61b96d208e6bd87e6b94 |
Close
Hashes for bio_grumpy-0.1.0-pp39-pypy39_pp73-manylinux_2_5_i686.manylinux1_i686.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | b0ebe85166d693422db893b92ba212dd1f440a9e5526ccb78cd9d403fa9cb777 |
|
MD5 | 30d4af0142e9e2d5ab64dbbf1f9269ce |
|
BLAKE2b-256 | d60d9cd207fbfafca5935d4feb8c78cd1356be88b7ea790e84cd2c51ae355f1c |
Close
Hashes for bio_grumpy-0.1.0-pp38-pypy38_pp73-musllinux_1_2_x86_64.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | 82a2c79f46a99e274faaec1dfe7958866154658be84b487d1653e0f4b737aae5 |
|
MD5 | 8a9ef9bfd9cc56c72b5da95959c53313 |
|
BLAKE2b-256 | 5ea3e463960f6294a40ea7fd3a71e0186d338b7ba624360ccaf7c6721eea7c5c |
Close
Hashes for bio_grumpy-0.1.0-pp38-pypy38_pp73-musllinux_1_2_i686.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | afb3d5034ce64bbc876cc3f29fea997fa410c33031570ff9c935c0910e216a2e |
|
MD5 | 0a70c36ab4a2c6f247a4fe815b96be32 |
|
BLAKE2b-256 | 3ba10ae1f56e3854c0a3423b51a5c2e49f2f1cc32c0997369f448d94d93e8111 |
Close
Hashes for bio_grumpy-0.1.0-pp38-pypy38_pp73-musllinux_1_2_armv7l.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | 0341b5d5ce468b1a796f98ea9b476aed3664750942f73b5a2709c02054bd5494 |
|
MD5 | aa35843b451c5df6a37208cd8ff201e1 |
|
BLAKE2b-256 | 4161e24273ba30175832bcdc9182da34b685cad571cd9c60fda56a997c646219 |
Close
Hashes for bio_grumpy-0.1.0-pp38-pypy38_pp73-musllinux_1_2_aarch64.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | ead78825694960dd1d1b18ba0c119558452668ff631d1344286bc78e5b4a9c15 |
|
MD5 | 4f40f2535ac708d0c1f36d68e6c031b6 |
|
BLAKE2b-256 | 3e9f97234d9d6796194eaca9a649e45d1cc85216cd62568c6653310ac7a14576 |
Close
Hashes for bio_grumpy-0.1.0-pp38-pypy38_pp73-manylinux_2_17_s390x.manylinux2014_s390x.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | 1038eee218c41dcccf27b2e36a8cd54b9ab8beef94777c69ad6d76f7706d4d05 |
|
MD5 | 26b15f367809429fd4104068dd686a1f |
|
BLAKE2b-256 | d33b2d527cc675eb34721e5b2aa2fe2e178719a7c48bcc3a9a42c2328a3a01d5 |
Close
Hashes for bio_grumpy-0.1.0-pp38-pypy38_pp73-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | e81ee3100132cfaa6cb96e0d62e52675e1f10abe21c6d3fdd7bb8a419f5e5913 |
|
MD5 | eea048a567d121ebe6ed23e0708f4861 |
|
BLAKE2b-256 | 4f0c948fa2acac5b5b4f56fccb28ecf4263cdf3ed2fc6a63189766af78557fdc |
Close
Hashes for bio_grumpy-0.1.0-pp38-pypy38_pp73-manylinux_2_17_armv7l.manylinux2014_armv7l.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | 5df82029f0a7c22bd9b6bf4b4429a6a9abfd5a1524425bd292960cc831be35c4 |
|
MD5 | 47325aba18930a97ee763b36d2618b24 |
|
BLAKE2b-256 | fce0c60c9565ec0e8c81b71a3179c1fad779020f05f38cfaf3c3098175c0230d |
Close
Hashes for bio_grumpy-0.1.0-pp38-pypy38_pp73-manylinux_2_17_aarch64.manylinux2014_aarch64.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | 1e4086321bc8d772ca9321cd529fecb60ee6b9599d4573ccc2ea248cc81d4ed2 |
|
MD5 | aeccb8f5f196d4e6e4771fa202e48142 |
|
BLAKE2b-256 | a492df5017a26ea91b1f9900d1f02551931cc48b22f50b3e4f954d7686550013 |
Close
Hashes for bio_grumpy-0.1.0-cp312-none-win_amd64.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | a25fbe99525ebb2b2ffdcff0140d47bdd986444c86adaa5e2221ce78b0db2676 |
|
MD5 | 08f316765fb642ada47d01f0019198c6 |
|
BLAKE2b-256 | b24130527a02e7e4ffaefc09a51b23117d68d9e37d2ef114a9585cee68c51b95 |
Close
Hashes for bio_grumpy-0.1.0-cp312-none-win32.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | 152bc7bf5870769f887f8d6ba5b548702d6f2624bccd8bb202b2e2ef0a94d664 |
|
MD5 | 10e8649e56c231c5c34f35abe8a1566b |
|
BLAKE2b-256 | e0fbc42bfafe32bb581f7c6d8fee13e134250ca381df9ec77141c78e76efdb07 |
Close
Hashes for bio_grumpy-0.1.0-cp312-cp312-musllinux_1_2_x86_64.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | 6c896997f6ba98ec47b1a5ae8b0d15e7bcd5f52c2ffeb2c2d2d1ca99fcdc3191 |
|
MD5 | ed215014f00672b348a6e535d38af369 |
|
BLAKE2b-256 | 1efb775b00b2e0389f22e8e6a013bcac10f53903036908b04253326cc95e3d59 |
Close
Hashes for bio_grumpy-0.1.0-cp312-cp312-musllinux_1_2_i686.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | 22eb37b1e623a4ac49dd27df019f1dd34346924a331c683061ee1c4b98babc22 |
|
MD5 | 9ad3a23453e8ad68b606353965bbc80a |
|
BLAKE2b-256 | d5735bfe13849f30053e8de7aa281d3d29dd55ee3b6d62e0d52d6a4c6156955a |
Close
Hashes for bio_grumpy-0.1.0-cp312-cp312-musllinux_1_2_armv7l.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | f81997d476ffe4f9d61605fd4bbe734fab936d1b6239863d7ca765986fff60c0 |
|
MD5 | 9ebbfbd1698981642c5d7706557d3ac8 |
|
BLAKE2b-256 | c027e70d21e3382559a45538c934a92370dbb542b3c683a23fdbaf9c14d4e8fe |
Close
Hashes for bio_grumpy-0.1.0-cp312-cp312-musllinux_1_2_aarch64.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | fa3d5d0f056e81b503fe20565a26f8a18253ccc66f3fc2b818a516925ce321f8 |
|
MD5 | e6fc6ed7d2038701a13348d4e4b3c9c2 |
|
BLAKE2b-256 | 730000bcae87955464ed2b01c7f46865087a9020467a0685505309fae511a5e7 |
Close
Hashes for bio_grumpy-0.1.0-cp312-cp312-manylinux_2_17_x86_64.manylinux2014_x86_64.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | a99adab50baa6dfc52d6767dda84725bbd29c984cf035505efe2a33f8d97cd80 |
|
MD5 | 945224e0ef64755fa88ae5fd7a6d9991 |
|
BLAKE2b-256 | deceac1e7c2368b1e887628066dd7c2764fa696419fd2d7b35268dba93d3de5e |
Close
Hashes for bio_grumpy-0.1.0-cp312-cp312-manylinux_2_17_s390x.manylinux2014_s390x.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | 7ed0248f542d2dfba8f4a0150cc793ff74cbaec57b0e22a808f9d5d781368a7e |
|
MD5 | e5af4cd16715eb7ba85aa66165efa581 |
|
BLAKE2b-256 | 2173f9974d13138549a925e8f1185e26169b7ac968156e31c2d440938598d6cd |
Close
Hashes for bio_grumpy-0.1.0-cp312-cp312-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | ce50e138bf9aa9652eb63cbc47fee44692599e85045d373dc028c766715c38a1 |
|
MD5 | 31143f1a9876d48812cf30098101e7c2 |
|
BLAKE2b-256 | 533d5b639f7cb6dd93ba6e4c4b13aff4a0620280b4d9fa03f4400f676ad10bac |
Close
Hashes for bio_grumpy-0.1.0-cp312-cp312-manylinux_2_17_armv7l.manylinux2014_armv7l.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | 4e60be6b80f349f34e85723fff9d1e5d9c470d11d13a975aed112189dbd51a15 |
|
MD5 | dac75a87f5e24cee91cd7219bdbdde8a |
|
BLAKE2b-256 | f0d23183d136cccc890b82389816917b619f44f5325af11934b59225de5ead0a |
Close
Hashes for bio_grumpy-0.1.0-cp312-cp312-manylinux_2_17_aarch64.manylinux2014_aarch64.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | 45c46e5453e420dfdd4bbc95b835cf736631b10dc63c12d04632def3822daf62 |
|
MD5 | cb60625614360832f89e11562d277299 |
|
BLAKE2b-256 | 88c4e3bbe44957d978facd61ec020617147ccecc2d0b36297c1a1d3c2581506d |
Close
Hashes for bio_grumpy-0.1.0-cp312-cp312-manylinux_2_5_i686.manylinux1_i686.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | 140369f0f21e4c0a7db2a86ff4770b1372e19a68767e08380ba7c537fdbb26f6 |
|
MD5 | f53b5071cfdead34e4bea4fd36688ab0 |
|
BLAKE2b-256 | 5f1b2cff74b1f1f18330194f8c73bc05bf1641a9ea89bcae301e5eab488c0f1b |
Close
Hashes for bio_grumpy-0.1.0-cp312-cp312-macosx_11_0_arm64.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | 7b334e2642a33eb9d84730570db378bb7cbb42a7fa1bed571c6db88b14e1d3c3 |
|
MD5 | 458599a8a089ed152f6909fc6ebaac99 |
|
BLAKE2b-256 | f0fd4f5a0ef20da994d0e6aa7cce9b5576df4ca6bad572ad98d0af7abd10a61e |
Close
Hashes for bio_grumpy-0.1.0-cp312-cp312-macosx_10_12_x86_64.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | 5769aa26a795cd50eb3a6dcbf6f09332020b3a961c72b8e08e849435d5d024ee |
|
MD5 | f2bc55c958eecf8e3444baef9534c718 |
|
BLAKE2b-256 | 73e3e7a024feddc2c08bd092de5bab880dcbb7170e40faadb55757c9f1bae1f4 |
Close
Hashes for bio_grumpy-0.1.0-cp311-none-win_amd64.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | b79d20d07fb8c3f41b9f4f59e646e68fc5b9c1a864b5da924a4679d90ffa5f26 |
|
MD5 | 1f1ca343c1c890bd9892b12cd8cf66ff |
|
BLAKE2b-256 | 7d95ffcadd1ea8aef00690495ec0b63c44b50aebbeb56253d202ae8693d16a31 |
Close
Hashes for bio_grumpy-0.1.0-cp311-none-win32.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | 22417a560985b09f27456f92499c95636be77c1c9bcac0b14cc8e1773934983f |
|
MD5 | 8dca730480beda6ef182e3f67ab1797a |
|
BLAKE2b-256 | 1fb0a9d94ab7625e0d4197b39b3953e16151331e3f30d8d3f2b52073f1d507a9 |
Close
Hashes for bio_grumpy-0.1.0-cp311-cp311-musllinux_1_2_x86_64.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | 0afdf83dee422f03278827456e393d2b4dde00f106f611e40af529d60f9fa0c6 |
|
MD5 | 8b0231b7751ebd3120047b7e856c727c |
|
BLAKE2b-256 | b3771a8deead0c8df03e645d9e4ae07628c4535414b76d24c6880268ae06a03f |
Close
Hashes for bio_grumpy-0.1.0-cp311-cp311-musllinux_1_2_i686.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | 8afd73619a4e3d0c7c3fc7811b553d911dbc995099d5c546779d773f243b578f |
|
MD5 | ab262e1f130cb8ae4bdb1a84d83f7092 |
|
BLAKE2b-256 | 67d0ae5fbc43db50839a91d8b7dfaa76cdc820f6ff3edea82f66e5343fa85350 |
Close
Hashes for bio_grumpy-0.1.0-cp311-cp311-musllinux_1_2_armv7l.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | 99159867612855181a6e845b3d426a59a079153dece7cf1dabd9ca05dc577834 |
|
MD5 | a4bb608f704e71bc2d915c42b985181f |
|
BLAKE2b-256 | 94820b412c153970930e33edfe9a406507d85186e4c5cf2e63fbc35481544bda |
Close
Hashes for bio_grumpy-0.1.0-cp311-cp311-musllinux_1_2_aarch64.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | 840254f19814e659f1e4189a857c76b7c1a97d441ea1b6cfb8bb81dda852c4fd |
|
MD5 | c9ffffc508b9178f0ffc940cc33bf3fe |
|
BLAKE2b-256 | c14f275b3cf87dd7ecc7db2253ebf8f2db7432299aa5c8ccce87f35e6c75e392 |
Close
Hashes for bio_grumpy-0.1.0-cp311-cp311-manylinux_2_17_x86_64.manylinux2014_x86_64.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | db1528453766ac58d41106566fd715449cf52f760840c50c6519fe0e4514a50d |
|
MD5 | 775a874c2b4141e3dc33bf4abafb2c5e |
|
BLAKE2b-256 | 2e52b145d3f4a50b8857f6a30347be22727b23b498e3504e9e1d95705de37188 |
Close
Hashes for bio_grumpy-0.1.0-cp311-cp311-manylinux_2_17_s390x.manylinux2014_s390x.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | dd81ae41ae02c74dea9a9dcba5553974dab5f9fb996f2cb0d9d95b1c8485eaee |
|
MD5 | f7ef9a1831a53a02a26733942171c887 |
|
BLAKE2b-256 | 93ad54e2e3f61b21a1aa89bba53ab03204de42447763692f5193b41d59c84380 |
Close
Hashes for bio_grumpy-0.1.0-cp311-cp311-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | adec3d881b76d152bc8fdaac8b0f1d70f8b18b27835adf22f3120b103e58b732 |
|
MD5 | ef333a36a68121435740db05f15f60c1 |
|
BLAKE2b-256 | 77b8bf7b1fdbdebb282b251667a6bc24621d069ea1f16821a61eb10afd91ab84 |
Close
Hashes for bio_grumpy-0.1.0-cp311-cp311-manylinux_2_17_armv7l.manylinux2014_armv7l.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | 30db28b75a41f3fbb3d5afeeddc2979ffbf18f5756290b2f506775ffd3870c44 |
|
MD5 | 7663967e80b831fc2ac5be6845137882 |
|
BLAKE2b-256 | 00a6cfca45df8293109decaa42aeabf80e2884d78d0994b975fb5b4eff9e33e0 |
Close
Hashes for bio_grumpy-0.1.0-cp311-cp311-manylinux_2_17_aarch64.manylinux2014_aarch64.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | d8bddd079050fc0033b14015c1cc4f5b751d617874a216ebb8d8529ac11ade4d |
|
MD5 | bbec34ca9941d73b6958370f99e75dae |
|
BLAKE2b-256 | aeb0215960a67029e101f54fd7ac8aa8c70e921eaa22a4b4ec83c9766ce0558a |
Close
Hashes for bio_grumpy-0.1.0-cp311-cp311-manylinux_2_5_i686.manylinux1_i686.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | ee2d3c1e5b9a00eb1e5ea1725a8c7a49471374c4d5c2745fd369f3685b631387 |
|
MD5 | 3fc7c576ffb44915c7a5134690360d91 |
|
BLAKE2b-256 | 4f0c26fc2d785c32d9a207fc737dffab84d669866f5bc93392c388b83b480d83 |
Close
Hashes for bio_grumpy-0.1.0-cp311-cp311-macosx_11_0_arm64.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | b4b403b2b3f484d46cc7f35deb840230c7f9f541e3ccf66938a4ab49ad0a8bdc |
|
MD5 | 88de9e056c37f1851426fa5d55d6a83b |
|
BLAKE2b-256 | a6a6550d5e565361d097857621988ca41bdbb5df754f77beea096955f7332d45 |
Close
Hashes for bio_grumpy-0.1.0-cp311-cp311-macosx_10_12_x86_64.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | a2b481bd34debe81ecbf5d2c2fb74c90c169e89e16ce7f3c04244addce786043 |
|
MD5 | fa6c2c4f2e3343c4fdb87eb9d90ba121 |
|
BLAKE2b-256 | 46b1aa3f2c2eaa615023b2b7ce9d0a3e3196fdf176a3f74cd33a2f75711abbc4 |
Close
Hashes for bio_grumpy-0.1.0-cp310-none-win_amd64.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | b6db902fa2f45d608adddc0b31cae723dee2014cc06bc7825459ff20dd0a61f8 |
|
MD5 | ca03c764929060298ba84cd87ecc0fba |
|
BLAKE2b-256 | c700cb587cae1f515dc3f6b5baa862bb3f171def5fca1a52567eb8ad79f09e35 |
Close
Hashes for bio_grumpy-0.1.0-cp310-none-win32.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | 98e80723fe37cb76092de6946718dfddc688d367b53b2565c8e001ebdbe98db3 |
|
MD5 | f9f70379c23e5336f3842350c1fbc855 |
|
BLAKE2b-256 | f4b939bf9c116d82216af4e2b9425ff5ad55ec851e2126487398fa7367bd15db |
Close
Hashes for bio_grumpy-0.1.0-cp310-cp310-musllinux_1_2_x86_64.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | d089b1f234b4b9c9d6d88579a09177b189e1565dd2d125db61437dae6eb5c56b |
|
MD5 | b6ef8582b0e5978744baa123253bca5c |
|
BLAKE2b-256 | 6eab7fb64a961c028f048d1f7139bb0d573fd168b6d03cc62cb53c47e5da7501 |
Close
Hashes for bio_grumpy-0.1.0-cp310-cp310-musllinux_1_2_i686.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | 5c102db22124a96420fb7662628f66b9dbab2a3fa7ae32ccec9e76f8f28a86b8 |
|
MD5 | 68ae01b570231c0621ba08da49f06920 |
|
BLAKE2b-256 | 164b8d0ecf9fd71e299ad3a4f355897496e934e7f5f63e2d2ae09e2bbfd82a33 |
Close
Hashes for bio_grumpy-0.1.0-cp310-cp310-musllinux_1_2_armv7l.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | 045c855bfb3a7c2d077e7b835eb0f61812e6220abd176b089048976194a66720 |
|
MD5 | 97ac26d07d4e8efa6ae46599d1952ff5 |
|
BLAKE2b-256 | 906016536b67bb40ee91372115ff72768dfb10a54a8c341021df0468bd2d74e9 |
Close
Hashes for bio_grumpy-0.1.0-cp310-cp310-musllinux_1_2_aarch64.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | c320fde97034a27b26dfb2896624803258532a62a4f193f708da58999252be27 |
|
MD5 | 916788f8d8e784745c7dcde9303f0ef9 |
|
BLAKE2b-256 | 937bfd17bb5c17ad3b111bb280b0dd76494162d3965f3eebe23421f735002aa7 |
Close
Hashes for bio_grumpy-0.1.0-cp310-cp310-manylinux_2_17_x86_64.manylinux2014_x86_64.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | c9055a82818a2345b23a548aa6243144d669a7d7ac6171588428295c29c91e9e |
|
MD5 | 8082f40d7932fb926bb94b3bd401d021 |
|
BLAKE2b-256 | 16bb39a5ddd4acf8a86c654e5fb0cf240102ce0c6a8f6d0fed754c16d443a8a1 |
Close
Hashes for bio_grumpy-0.1.0-cp310-cp310-manylinux_2_17_s390x.manylinux2014_s390x.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | 47966c7a86c24d6edd0304d2bb3efe9c5443f6f74786d90f1368cb9e2f7e2fef |
|
MD5 | c36240a9eda3478355849b37c6f5e261 |
|
BLAKE2b-256 | df0c67ce8a58b993f3e2ffbdaef9a012b515c9ed8eb008da8076e6caf2b6a36a |
Close
Hashes for bio_grumpy-0.1.0-cp310-cp310-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | 01e225ded42123f1d7f1299e3e980bd5bf2bbd47e00af8ed7622556f63d76018 |
|
MD5 | 97341023f2a9ef8aa7970d424a24892d |
|
BLAKE2b-256 | 19a695df94ba7d966f7d230a6c006c49678f31b2c8f4513e6ea0fae3d1e84629 |
Close
Hashes for bio_grumpy-0.1.0-cp310-cp310-manylinux_2_17_armv7l.manylinux2014_armv7l.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | d71ba5119ece796707a79db16e5eb3c3839ae61b4c3f7d441d38ffd23d606c95 |
|
MD5 | 817bf32c745fe5a7193c223fad8bd755 |
|
BLAKE2b-256 | a59f2a2dbb25c7f278969b41a79a4878848ac9c2bb8ae54b606f132fbf926e50 |
Close
Hashes for bio_grumpy-0.1.0-cp310-cp310-manylinux_2_17_aarch64.manylinux2014_aarch64.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | b468eb10084bd0aa950d69c8a470f5e6c95cb3e607d48de121c50208708a2c7f |
|
MD5 | c48c2abe323c5ead04639b9114993a30 |
|
BLAKE2b-256 | f72a4ba056b2499c4ddede37408f49297504b58c829b732afdab7c7e41773bff |
Close
Hashes for bio_grumpy-0.1.0-cp310-cp310-manylinux_2_5_i686.manylinux1_i686.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | 402fbae7d5a459d5c395e75b8b18c764ee7b7b6ac1fb721bacd316f2361151e9 |
|
MD5 | e272fc411e30a33ccd4e9524d82a0622 |
|
BLAKE2b-256 | 976d2f98507b8fae16a6134ca71a230f0a1fc99940158c7efff36fa28cef21db |
Close
Hashes for bio_grumpy-0.1.0-cp310-cp310-macosx_11_0_arm64.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | 129dced4e7ff6df9020fd86462c8feac9f57c027954853d8e50b2a2ca8952833 |
|
MD5 | 668aa6c4d2ada49ee96779e3ca1a7b7b |
|
BLAKE2b-256 | b0311a086f0eaee0eb76706c7f08dab712220f7be0c6bd3b84f8dbbc6eacbf3f |
Close
Hashes for bio_grumpy-0.1.0-cp39-none-win_amd64.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | a2d040000d910078783c3b01432b4d660aa9f966605b4d81a396100e1f9cd1a8 |
|
MD5 | 8bb7197731ed9b9b7a39a4de9460a8d6 |
|
BLAKE2b-256 | 7d01dd389d9ae3b9c610a75491c18cb5967218a5f7dd1b9a49c62ebd1bd14647 |
Close
Hashes for bio_grumpy-0.1.0-cp39-none-win32.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | 5f2be4e33a35d66ec6d741eb895019efdea3af5b8ece75abd77cab4c74e96c35 |
|
MD5 | 7c52ac0383262281a4439d7b942a259e |
|
BLAKE2b-256 | edc55e3a55b8678fa06ad7bbdd8ff05295848c3b406d2535f426e48570e31b3e |
Close
Hashes for bio_grumpy-0.1.0-cp39-cp39-musllinux_1_2_x86_64.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | 97346e644269eef416e10570d86d53c84b8af34010c0c4d9f227a807d05bfa69 |
|
MD5 | fbcf18af412800303cfd457a68209f83 |
|
BLAKE2b-256 | c2df96854d13d8ec3a64c6420361d7a6460e1d2d0f8a7aaa61afe413b1705e3f |
Close
Hashes for bio_grumpy-0.1.0-cp39-cp39-musllinux_1_2_i686.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | a97d69968f8246961530175b8110c951cd89cd93f339d281ba42b17748c70d7d |
|
MD5 | 5ba4da97c97d751a4763d439fcc0e4d0 |
|
BLAKE2b-256 | c52b08ab64169e7db133ae724d9605a10c8a10ee47ced34f82ef9fd777cf937c |
Close
Hashes for bio_grumpy-0.1.0-cp39-cp39-musllinux_1_2_armv7l.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | 6150e32c0118b65105d224c4958de1b89f691bf0da1ae8dd27ca8f84bb9987c5 |
|
MD5 | c304f8e8e3e9f1f7e4c419cef2cb3c2a |
|
BLAKE2b-256 | cb9947c6d7673f982e8bafd06d70ca239c49728cc16c8fbf264aca4797310097 |
Close
Hashes for bio_grumpy-0.1.0-cp39-cp39-musllinux_1_2_aarch64.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | 1ecc984e19ff6373dbf352759ce3ee1ecdb807539462c0020f5cda7b44789845 |
|
MD5 | 1fd39377b588bf3d0b18ae08f52521fb |
|
BLAKE2b-256 | 08f28f126dca5f9c46012a2de9fde304cfca2ce7cbb0727977259ccc9a9bfa0a |
Close
Hashes for bio_grumpy-0.1.0-cp39-cp39-manylinux_2_17_x86_64.manylinux2014_x86_64.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | b5cd20112625a868f37b8f6779d16c9ea5c5194c36f16c42567c4d7a4d09b610 |
|
MD5 | e6aabb53e7d18e7a8e38b8646e639370 |
|
BLAKE2b-256 | 8d5bea2f9b29cdbdb5eb617be4b0a1754089c80ac9a9ef56b8fb35b350ae627f |
Close
Hashes for bio_grumpy-0.1.0-cp39-cp39-manylinux_2_17_s390x.manylinux2014_s390x.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | 5c063a46e49d6e751d0dbb635f69940b4a6d20dcfd8b36be9c462d3c26303b84 |
|
MD5 | 2ea18e07a9bc8a881dbf3a266b45c615 |
|
BLAKE2b-256 | 901f1f75067655dfbd6cc7bf9dbca6f7972cdaadc17c820273029ac7a150a00b |
Close
Hashes for bio_grumpy-0.1.0-cp39-cp39-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | b55f52e4997465cf5fd92ebd0c099008542408586f57e1d022170eb5ca436a28 |
|
MD5 | 0ae780fd0c766714074287358a68d5f6 |
|
BLAKE2b-256 | 9e6ad9f4a28c52ac94c47ef3576b0bea693ed625cfa1b258710f7281d7727741 |
Close
Hashes for bio_grumpy-0.1.0-cp39-cp39-manylinux_2_17_armv7l.manylinux2014_armv7l.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | 4cfe4177bf8d16c164f65456df19ca82641facfba50a37fc297e4d3e54a98f42 |
|
MD5 | ff2a2dbb1135c2dd57c2c43114f87a1b |
|
BLAKE2b-256 | a6d280500ea8d3197916f68bc18a4d181532cc7ab74b1a062c56c41f1cdb84eb |
Close
Hashes for bio_grumpy-0.1.0-cp39-cp39-manylinux_2_17_aarch64.manylinux2014_aarch64.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | f34bb9d9ddce476a8aa4b91bfb1a7746b9c95ddbf96138f9dece06e8ae42da1c |
|
MD5 | bc32a3a9a7162b2dc9c5be1a9a57b12b |
|
BLAKE2b-256 | a0622d6706d6b4c14dbadf6c328e6b04119009cef1520c9ba306d29229b019a1 |
Close
Hashes for bio_grumpy-0.1.0-cp39-cp39-manylinux_2_5_i686.manylinux1_i686.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | fd44c4e6993e8ace2993879688b109eec9424f72dd71909732ba8387281fc5dd |
|
MD5 | a4c8c6c04a8b86eb54c1513546c9d416 |
|
BLAKE2b-256 | f61a7f540f721c6723ef987d56fea1f7c1ae271e6ea2a32ecbfeac4bf150431f |
Close
Hashes for bio_grumpy-0.1.0-cp39-cp39-macosx_11_0_arm64.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | 2bc596682e3b9d41b56ecac268c4e8445a080e349f4c0e5e3747658fe04e5a5f |
|
MD5 | 784e2ed7ef69e37a228a2fab06b43946 |
|
BLAKE2b-256 | fe86e17f566bb03220586f36d26a35f867fddbe3233f088f4abe8c9159b9e71f |
Close
Hashes for bio_grumpy-0.1.0-cp38-none-win_amd64.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | 5087493659322a20dd16c26938ffbc70165f98bda9f580a03ac4ff46e40f9512 |
|
MD5 | b6b0c51859c6d2b8e6e9f492e62fce3e |
|
BLAKE2b-256 | 6024e05ef4b360986f5613103d8d0648bd289d9d3a4b82a5ae3dad8c6b8eeee6 |
Close
Hashes for bio_grumpy-0.1.0-cp38-none-win32.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | 26a0ab27667ff48d7e3acb5a89001f3efc5e24ad6718727be6acbdc018b35241 |
|
MD5 | 87f58a628c251413f59cc8a8be9ef147 |
|
BLAKE2b-256 | 0806c940550bf339abde4ff070666b0ac09346e5ec4ce1684bae37b90990996c |
Close
Hashes for bio_grumpy-0.1.0-cp38-cp38-musllinux_1_2_x86_64.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | 281e8341455674ee6a5a68be36e9d0bd900b5efdddfcf771e98655512e939acb |
|
MD5 | b9e81bd73a31ae4f3aa36bdb3cfca938 |
|
BLAKE2b-256 | 3aedcaf6c8569d5883cf28cf0ba7ee208465071c077ca198ad7fb938e36da079 |
Close
Hashes for bio_grumpy-0.1.0-cp38-cp38-musllinux_1_2_i686.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | 1cde4b6cb914a1f5f1bfb0e7323a4e3b0e33353ad754866db1aebd85e20218dc |
|
MD5 | b9f9008d6bad95edfd32937fa500f1ba |
|
BLAKE2b-256 | 95df309aa88f2b47a18ac17aba4e8b0c5bb472ed08018e772f06ec0b4e1ee26c |
Close
Hashes for bio_grumpy-0.1.0-cp38-cp38-musllinux_1_2_armv7l.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | 631932b1eff07632e4a2077cd24baa9861330615774a832772a8816efa58ac52 |
|
MD5 | 76f09cc6d6e02e726d433c71640abf77 |
|
BLAKE2b-256 | 46cb1d20c30c48441a648defa859db15f4b7d3ca4b621559407c34e61d4ae7ac |
Close
Hashes for bio_grumpy-0.1.0-cp38-cp38-musllinux_1_2_aarch64.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | afc4d34b2ee546f4110582c9787594dd2d2264f39e9075801cb4172d89a42ea2 |
|
MD5 | 45549d1e35f250182eb7b7cbecadacaa |
|
BLAKE2b-256 | 91985ea040a23b8223f4117f9d6d311d075094fd8c48ae1f779c14d65f42ba9b |
Close
Hashes for bio_grumpy-0.1.0-cp38-cp38-manylinux_2_17_x86_64.manylinux2014_x86_64.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | d4f7264fa67b153ede71c828d7dd5fa6b4481ea2dccc52d0588f3c461e3549ae |
|
MD5 | bb8476e1bb462d858a5c6a52a785351c |
|
BLAKE2b-256 | d4ebfeece65a6a373de95d7d34f96381cdb6a6abc85d365be314dfa32e46d328 |
Close
Hashes for bio_grumpy-0.1.0-cp38-cp38-manylinux_2_17_s390x.manylinux2014_s390x.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | ce6935d5927f23ee647f1246ff7bf9bcc59ed220b29632b610bd90a6c0cc7003 |
|
MD5 | b8aa4d7d387fb1383e30fcbef9ebfa43 |
|
BLAKE2b-256 | 996a283db6832234095e92b3c6073a1b9b2de1b4e678269a7a9d08b20a7117a2 |
Close
Hashes for bio_grumpy-0.1.0-cp38-cp38-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | 9339e2b6f580d4618856ce9cece620de595b274a7a5cb32443229d91635738c6 |
|
MD5 | 86f9cb2da35c779b48146b847d04241a |
|
BLAKE2b-256 | 7ad04487f8582e5872ebc28514df2b35ebddbec1ffd8a44761c5d7196478d62f |
Close
Hashes for bio_grumpy-0.1.0-cp38-cp38-manylinux_2_17_armv7l.manylinux2014_armv7l.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | 6ce71c2285be8cb7e2971b6053941d49025ba242c7c83bc186f3d8b0cf8aa5f4 |
|
MD5 | 9594f720b5523d853917186f0566591b |
|
BLAKE2b-256 | adbc4dbe8c97f809c6f5706e90b71c928b024a23aac837299043c0118899930c |
Close
Hashes for bio_grumpy-0.1.0-cp38-cp38-manylinux_2_17_aarch64.manylinux2014_aarch64.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | 9d704151c708e4e7c8f17f41c42c9641c72cdbd2a4c38ff5e8ba30fabae4294a |
|
MD5 | 0284d1b94dc80c52747865a95cf713b5 |
|
BLAKE2b-256 | c4d96f103aaa75dbed8f37b8f33b8a6951512f8b9469d962c613122305ea48fc |
Close
Hashes for bio_grumpy-0.1.0-cp38-cp38-manylinux_2_5_i686.manylinux1_i686.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | 068cda8ef1d70c6bffd75a9d3de6e2069865c4665d5c51184034f433f615753a |
|
MD5 | 59ae75464af9893c5690e2894a1ddea8 |
|
BLAKE2b-256 | c82666c4071eb8f1906f7316797298d67574170a45b6fd3dcbac9be94c986aaf |