Skip to main content

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


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 details)

Uploaded Source

Built Distributions

bio_grumpy-0.1.8-pp310-pypy310_pp73-musllinux_1_2_x86_64.whl (817.3 kB view details)

Uploaded PyPy musllinux: musl 1.2+ x86-64

bio_grumpy-0.1.8-pp310-pypy310_pp73-musllinux_1_2_i686.whl (842.3 kB view details)

Uploaded PyPy musllinux: musl 1.2+ i686

bio_grumpy-0.1.8-pp310-pypy310_pp73-musllinux_1_2_armv7l.whl (913.2 kB view details)

Uploaded PyPy musllinux: musl 1.2+ ARMv7l

bio_grumpy-0.1.8-pp310-pypy310_pp73-musllinux_1_2_aarch64.whl (827.9 kB view details)

Uploaded PyPy musllinux: musl 1.2+ ARM64

bio_grumpy-0.1.8-pp310-pypy310_pp73-manylinux_2_17_x86_64.manylinux2014_x86_64.whl (647.8 kB view details)

Uploaded PyPy manylinux: glibc 2.17+ x86-64

bio_grumpy-0.1.8-pp310-pypy310_pp73-manylinux_2_17_s390x.manylinux2014_s390x.whl (760.0 kB view details)

Uploaded PyPy manylinux: glibc 2.17+ s390x

bio_grumpy-0.1.8-pp310-pypy310_pp73-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl (699.0 kB view details)

Uploaded PyPy manylinux: glibc 2.17+ ppc64le

bio_grumpy-0.1.8-pp310-pypy310_pp73-manylinux_2_17_armv7l.manylinux2014_armv7l.whl (649.8 kB view details)

Uploaded PyPy manylinux: glibc 2.17+ ARMv7l

bio_grumpy-0.1.8-pp310-pypy310_pp73-manylinux_2_17_aarch64.manylinux2014_aarch64.whl (649.2 kB view details)

Uploaded PyPy manylinux: glibc 2.17+ ARM64

bio_grumpy-0.1.8-pp310-pypy310_pp73-manylinux_2_5_i686.manylinux1_i686.whl (681.2 kB view details)

Uploaded PyPy manylinux: glibc 2.5+ i686

bio_grumpy-0.1.8-pp39-pypy39_pp73-musllinux_1_2_x86_64.whl (819.7 kB view details)

Uploaded PyPy musllinux: musl 1.2+ x86-64

bio_grumpy-0.1.8-pp39-pypy39_pp73-musllinux_1_2_i686.whl (844.2 kB view details)

Uploaded PyPy musllinux: musl 1.2+ i686

bio_grumpy-0.1.8-pp39-pypy39_pp73-musllinux_1_2_armv7l.whl (913.2 kB view details)

Uploaded PyPy musllinux: musl 1.2+ ARMv7l

bio_grumpy-0.1.8-pp39-pypy39_pp73-musllinux_1_2_aarch64.whl (828.3 kB view details)

Uploaded PyPy musllinux: musl 1.2+ ARM64

bio_grumpy-0.1.8-pp39-pypy39_pp73-manylinux_2_17_x86_64.manylinux2014_x86_64.whl (648.2 kB view details)

Uploaded PyPy manylinux: glibc 2.17+ x86-64

bio_grumpy-0.1.8-pp39-pypy39_pp73-manylinux_2_17_s390x.manylinux2014_s390x.whl (761.8 kB view details)

Uploaded PyPy manylinux: glibc 2.17+ s390x

bio_grumpy-0.1.8-pp39-pypy39_pp73-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl (700.6 kB view details)

Uploaded PyPy manylinux: glibc 2.17+ ppc64le

bio_grumpy-0.1.8-pp39-pypy39_pp73-manylinux_2_17_armv7l.manylinux2014_armv7l.whl (651.7 kB view details)

Uploaded PyPy manylinux: glibc 2.17+ ARMv7l

bio_grumpy-0.1.8-pp39-pypy39_pp73-manylinux_2_17_aarch64.manylinux2014_aarch64.whl (649.5 kB view details)

Uploaded PyPy manylinux: glibc 2.17+ ARM64

bio_grumpy-0.1.8-pp39-pypy39_pp73-manylinux_2_5_i686.manylinux1_i686.whl (682.6 kB view details)

Uploaded PyPy manylinux: glibc 2.5+ i686

bio_grumpy-0.1.8-pp38-pypy38_pp73-musllinux_1_2_x86_64.whl (819.7 kB view details)

Uploaded PyPy musllinux: musl 1.2+ x86-64

bio_grumpy-0.1.8-pp38-pypy38_pp73-musllinux_1_2_i686.whl (844.1 kB view details)

Uploaded PyPy musllinux: musl 1.2+ i686

bio_grumpy-0.1.8-pp38-pypy38_pp73-musllinux_1_2_armv7l.whl (913.7 kB view details)

Uploaded PyPy musllinux: musl 1.2+ ARMv7l

bio_grumpy-0.1.8-pp38-pypy38_pp73-musllinux_1_2_aarch64.whl (828.9 kB view details)

Uploaded PyPy musllinux: musl 1.2+ ARM64

bio_grumpy-0.1.8-pp38-pypy38_pp73-manylinux_2_17_s390x.manylinux2014_s390x.whl (761.6 kB view details)

Uploaded PyPy manylinux: glibc 2.17+ s390x

bio_grumpy-0.1.8-pp38-pypy38_pp73-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl (701.1 kB view details)

Uploaded PyPy manylinux: glibc 2.17+ ppc64le

bio_grumpy-0.1.8-pp38-pypy38_pp73-manylinux_2_17_armv7l.manylinux2014_armv7l.whl (653.1 kB view details)

Uploaded PyPy manylinux: glibc 2.17+ ARMv7l

bio_grumpy-0.1.8-pp38-pypy38_pp73-manylinux_2_17_aarch64.manylinux2014_aarch64.whl (650.2 kB view details)

Uploaded PyPy manylinux: glibc 2.17+ ARM64

bio_grumpy-0.1.8-cp312-none-win_amd64.whl (473.6 kB view details)

Uploaded CPython 3.12 Windows x86-64

bio_grumpy-0.1.8-cp312-none-win32.whl (444.4 kB view details)

Uploaded CPython 3.12 Windows x86

bio_grumpy-0.1.8-cp312-cp312-musllinux_1_2_x86_64.whl (819.0 kB view details)

Uploaded CPython 3.12 musllinux: musl 1.2+ x86-64

bio_grumpy-0.1.8-cp312-cp312-musllinux_1_2_i686.whl (843.5 kB view details)

Uploaded CPython 3.12 musllinux: musl 1.2+ i686

bio_grumpy-0.1.8-cp312-cp312-musllinux_1_2_armv7l.whl (914.4 kB view details)

Uploaded CPython 3.12 musllinux: musl 1.2+ ARMv7l

bio_grumpy-0.1.8-cp312-cp312-musllinux_1_2_aarch64.whl (827.1 kB view details)

Uploaded CPython 3.12 musllinux: musl 1.2+ ARM64

bio_grumpy-0.1.8-cp312-cp312-manylinux_2_17_x86_64.manylinux2014_x86_64.whl (648.9 kB view details)

Uploaded CPython 3.12 manylinux: glibc 2.17+ x86-64

bio_grumpy-0.1.8-cp312-cp312-manylinux_2_17_s390x.manylinux2014_s390x.whl (759.7 kB view details)

Uploaded CPython 3.12 manylinux: glibc 2.17+ s390x

bio_grumpy-0.1.8-cp312-cp312-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl (698.0 kB view details)

Uploaded CPython 3.12 manylinux: glibc 2.17+ ppc64le

bio_grumpy-0.1.8-cp312-cp312-manylinux_2_17_armv7l.manylinux2014_armv7l.whl (652.0 kB view details)

Uploaded CPython 3.12 manylinux: glibc 2.17+ ARMv7l

bio_grumpy-0.1.8-cp312-cp312-manylinux_2_17_aarch64.manylinux2014_aarch64.whl (648.6 kB view details)

Uploaded CPython 3.12 manylinux: glibc 2.17+ ARM64

bio_grumpy-0.1.8-cp312-cp312-manylinux_2_5_i686.manylinux1_i686.whl (682.6 kB view details)

Uploaded CPython 3.12 manylinux: glibc 2.5+ i686

bio_grumpy-0.1.8-cp312-cp312-macosx_11_0_arm64.whl (568.2 kB view details)

Uploaded CPython 3.12 macOS 11.0+ ARM64

bio_grumpy-0.1.8-cp312-cp312-macosx_10_12_x86_64.whl (586.1 kB view details)

Uploaded CPython 3.12 macOS 10.12+ x86-64

bio_grumpy-0.1.8-cp311-none-win_amd64.whl (478.8 kB view details)

Uploaded CPython 3.11 Windows x86-64

bio_grumpy-0.1.8-cp311-none-win32.whl (443.0 kB view details)

Uploaded CPython 3.11 Windows x86

bio_grumpy-0.1.8-cp311-cp311-musllinux_1_2_x86_64.whl (816.1 kB view details)

Uploaded CPython 3.11 musllinux: musl 1.2+ x86-64

bio_grumpy-0.1.8-cp311-cp311-musllinux_1_2_i686.whl (837.7 kB view details)

Uploaded CPython 3.11 musllinux: musl 1.2+ i686

bio_grumpy-0.1.8-cp311-cp311-musllinux_1_2_armv7l.whl (908.9 kB view details)

Uploaded CPython 3.11 musllinux: musl 1.2+ ARMv7l

bio_grumpy-0.1.8-cp311-cp311-musllinux_1_2_aarch64.whl (826.2 kB view details)

Uploaded CPython 3.11 musllinux: musl 1.2+ ARM64

bio_grumpy-0.1.8-cp311-cp311-manylinux_2_17_x86_64.manylinux2014_x86_64.whl (646.4 kB view details)

Uploaded CPython 3.11 manylinux: glibc 2.17+ x86-64

bio_grumpy-0.1.8-cp311-cp311-manylinux_2_17_s390x.manylinux2014_s390x.whl (758.3 kB view details)

Uploaded CPython 3.11 manylinux: glibc 2.17+ s390x

bio_grumpy-0.1.8-cp311-cp311-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl (694.4 kB view details)

Uploaded CPython 3.11 manylinux: glibc 2.17+ ppc64le

bio_grumpy-0.1.8-cp311-cp311-manylinux_2_17_armv7l.manylinux2014_armv7l.whl (646.7 kB view details)

Uploaded CPython 3.11 manylinux: glibc 2.17+ ARMv7l

bio_grumpy-0.1.8-cp311-cp311-manylinux_2_17_aarch64.manylinux2014_aarch64.whl (647.6 kB view details)

Uploaded CPython 3.11 manylinux: glibc 2.17+ ARM64

bio_grumpy-0.1.8-cp311-cp311-manylinux_2_5_i686.manylinux1_i686.whl (677.0 kB view details)

Uploaded CPython 3.11 manylinux: glibc 2.5+ i686

bio_grumpy-0.1.8-cp311-cp311-macosx_11_0_arm64.whl (567.3 kB view details)

Uploaded CPython 3.11 macOS 11.0+ ARM64

bio_grumpy-0.1.8-cp311-cp311-macosx_10_12_x86_64.whl (585.7 kB view details)

Uploaded CPython 3.11 macOS 10.12+ x86-64

bio_grumpy-0.1.8-cp310-none-win_amd64.whl (479.1 kB view details)

Uploaded CPython 3.10 Windows x86-64

bio_grumpy-0.1.8-cp310-none-win32.whl (442.7 kB view details)

Uploaded CPython 3.10 Windows x86

bio_grumpy-0.1.8-cp310-cp310-musllinux_1_2_x86_64.whl (815.5 kB view details)

Uploaded CPython 3.10 musllinux: musl 1.2+ x86-64

bio_grumpy-0.1.8-cp310-cp310-musllinux_1_2_i686.whl (837.9 kB view details)

Uploaded CPython 3.10 musllinux: musl 1.2+ i686

bio_grumpy-0.1.8-cp310-cp310-musllinux_1_2_armv7l.whl (909.6 kB view details)

Uploaded CPython 3.10 musllinux: musl 1.2+ ARMv7l

bio_grumpy-0.1.8-cp310-cp310-musllinux_1_2_aarch64.whl (826.2 kB view details)

Uploaded CPython 3.10 musllinux: musl 1.2+ ARM64

bio_grumpy-0.1.8-cp310-cp310-manylinux_2_17_x86_64.manylinux2014_x86_64.whl (645.6 kB view details)

Uploaded CPython 3.10 manylinux: glibc 2.17+ x86-64

bio_grumpy-0.1.8-cp310-cp310-manylinux_2_17_s390x.manylinux2014_s390x.whl (758.5 kB view details)

Uploaded CPython 3.10 manylinux: glibc 2.17+ s390x

bio_grumpy-0.1.8-cp310-cp310-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl (694.3 kB view details)

Uploaded CPython 3.10 manylinux: glibc 2.17+ ppc64le

bio_grumpy-0.1.8-cp310-cp310-manylinux_2_17_armv7l.manylinux2014_armv7l.whl (647.1 kB view details)

Uploaded CPython 3.10 manylinux: glibc 2.17+ ARMv7l

bio_grumpy-0.1.8-cp310-cp310-manylinux_2_17_aarch64.manylinux2014_aarch64.whl (647.7 kB view details)

Uploaded CPython 3.10 manylinux: glibc 2.17+ ARM64

bio_grumpy-0.1.8-cp310-cp310-manylinux_2_5_i686.manylinux1_i686.whl (677.2 kB view details)

Uploaded CPython 3.10 manylinux: glibc 2.5+ i686

bio_grumpy-0.1.8-cp310-cp310-macosx_11_0_arm64.whl (567.3 kB view details)

Uploaded CPython 3.10 macOS 11.0+ ARM64

bio_grumpy-0.1.8-cp39-none-win_amd64.whl (479.7 kB view details)

Uploaded CPython 3.9 Windows x86-64

bio_grumpy-0.1.8-cp39-none-win32.whl (443.0 kB view details)

Uploaded CPython 3.9 Windows x86

bio_grumpy-0.1.8-cp39-cp39-musllinux_1_2_x86_64.whl (816.1 kB view details)

Uploaded CPython 3.9 musllinux: musl 1.2+ x86-64

bio_grumpy-0.1.8-cp39-cp39-musllinux_1_2_i686.whl (838.1 kB view details)

Uploaded CPython 3.9 musllinux: musl 1.2+ i686

bio_grumpy-0.1.8-cp39-cp39-musllinux_1_2_armv7l.whl (910.3 kB view details)

Uploaded CPython 3.9 musllinux: musl 1.2+ ARMv7l

bio_grumpy-0.1.8-cp39-cp39-musllinux_1_2_aarch64.whl (826.3 kB view details)

Uploaded CPython 3.9 musllinux: musl 1.2+ ARM64

bio_grumpy-0.1.8-cp39-cp39-manylinux_2_17_x86_64.manylinux2014_x86_64.whl (646.6 kB view details)

Uploaded CPython 3.9 manylinux: glibc 2.17+ x86-64

bio_grumpy-0.1.8-cp39-cp39-manylinux_2_17_s390x.manylinux2014_s390x.whl (758.6 kB view details)

Uploaded CPython 3.9 manylinux: glibc 2.17+ s390x

bio_grumpy-0.1.8-cp39-cp39-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl (695.8 kB view details)

Uploaded CPython 3.9 manylinux: glibc 2.17+ ppc64le

bio_grumpy-0.1.8-cp39-cp39-manylinux_2_17_armv7l.manylinux2014_armv7l.whl (647.4 kB view details)

Uploaded CPython 3.9 manylinux: glibc 2.17+ ARMv7l

bio_grumpy-0.1.8-cp39-cp39-manylinux_2_17_aarch64.manylinux2014_aarch64.whl (648.1 kB view details)

Uploaded CPython 3.9 manylinux: glibc 2.17+ ARM64

bio_grumpy-0.1.8-cp39-cp39-manylinux_2_5_i686.manylinux1_i686.whl (677.5 kB view details)

Uploaded CPython 3.9 manylinux: glibc 2.5+ i686

bio_grumpy-0.1.8-cp39-cp39-macosx_11_0_arm64.whl (567.4 kB view details)

Uploaded CPython 3.9 macOS 11.0+ ARM64

bio_grumpy-0.1.8-cp38-none-win_amd64.whl (479.7 kB view details)

Uploaded CPython 3.8 Windows x86-64

bio_grumpy-0.1.8-cp38-none-win32.whl (441.9 kB view details)

Uploaded CPython 3.8 Windows x86

bio_grumpy-0.1.8-cp38-cp38-musllinux_1_2_x86_64.whl (815.9 kB view details)

Uploaded CPython 3.8 musllinux: musl 1.2+ x86-64

bio_grumpy-0.1.8-cp38-cp38-musllinux_1_2_i686.whl (837.7 kB view details)

Uploaded CPython 3.8 musllinux: musl 1.2+ i686

bio_grumpy-0.1.8-cp38-cp38-musllinux_1_2_armv7l.whl (910.7 kB view details)

Uploaded CPython 3.8 musllinux: musl 1.2+ ARMv7l

bio_grumpy-0.1.8-cp38-cp38-musllinux_1_2_aarch64.whl (826.7 kB view details)

Uploaded CPython 3.8 musllinux: musl 1.2+ ARM64

bio_grumpy-0.1.8-cp38-cp38-manylinux_2_17_x86_64.manylinux2014_x86_64.whl (646.6 kB view details)

Uploaded CPython 3.8 manylinux: glibc 2.17+ x86-64

bio_grumpy-0.1.8-cp38-cp38-manylinux_2_17_s390x.manylinux2014_s390x.whl (759.3 kB view details)

Uploaded CPython 3.8 manylinux: glibc 2.17+ s390x

bio_grumpy-0.1.8-cp38-cp38-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl (695.2 kB view details)

Uploaded CPython 3.8 manylinux: glibc 2.17+ ppc64le

bio_grumpy-0.1.8-cp38-cp38-manylinux_2_17_armv7l.manylinux2014_armv7l.whl (647.4 kB view details)

Uploaded CPython 3.8 manylinux: glibc 2.17+ ARMv7l

bio_grumpy-0.1.8-cp38-cp38-manylinux_2_17_aarch64.manylinux2014_aarch64.whl (648.5 kB view details)

Uploaded CPython 3.8 manylinux: glibc 2.17+ ARM64

bio_grumpy-0.1.8-cp38-cp38-manylinux_2_5_i686.manylinux1_i686.whl (677.1 kB view details)

Uploaded CPython 3.8 manylinux: glibc 2.5+ i686

File details

Details for the file bio_grumpy-0.1.8.tar.gz.

File metadata

  • Download URL: bio_grumpy-0.1.8.tar.gz
  • Upload date:
  • Size: 3.0 MB
  • Tags: Source
  • Uploaded using Trusted Publishing? No
  • Uploaded via: maturin/1.7.0

File hashes

Hashes for bio_grumpy-0.1.8.tar.gz
Algorithm Hash digest
SHA256 bb4cbe2f98415d63916872f1ddae09467f8fcf9b75946333b535cfc928352dfc
MD5 4e96f9e4da3a842eee743009dea52fa7
BLAKE2b-256 3996154905e71fcee09eda12ff2b24efcb85c0a68dae341c740edd67c395b1dc

See more details on using hashes here.

File details

Details for the file bio_grumpy-0.1.8-pp310-pypy310_pp73-musllinux_1_2_x86_64.whl.

File metadata

File hashes

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

See more details on using hashes here.

File details

Details for the file bio_grumpy-0.1.8-pp310-pypy310_pp73-musllinux_1_2_i686.whl.

File metadata

File hashes

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

See more details on using hashes here.

File details

Details for the file bio_grumpy-0.1.8-pp310-pypy310_pp73-musllinux_1_2_armv7l.whl.

File metadata

File hashes

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

See more details on using hashes here.

File details

Details for the file bio_grumpy-0.1.8-pp310-pypy310_pp73-musllinux_1_2_aarch64.whl.

File metadata

File hashes

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

See more details on using hashes here.

File details

Details for the file bio_grumpy-0.1.8-pp310-pypy310_pp73-manylinux_2_17_x86_64.manylinux2014_x86_64.whl.

File metadata

File hashes

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

See more details on using hashes here.

File details

Details for the file bio_grumpy-0.1.8-pp310-pypy310_pp73-manylinux_2_17_s390x.manylinux2014_s390x.whl.

File metadata

File hashes

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

See more details on using hashes here.

File details

Details for the file bio_grumpy-0.1.8-pp310-pypy310_pp73-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl.

File metadata

File hashes

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

See more details on using hashes here.

File details

Details for the file bio_grumpy-0.1.8-pp310-pypy310_pp73-manylinux_2_17_armv7l.manylinux2014_armv7l.whl.

File metadata

File hashes

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

See more details on using hashes here.

File details

Details for the file bio_grumpy-0.1.8-pp310-pypy310_pp73-manylinux_2_17_aarch64.manylinux2014_aarch64.whl.

File metadata

File hashes

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

See more details on using hashes here.

File details

Details for the file bio_grumpy-0.1.8-pp310-pypy310_pp73-manylinux_2_5_i686.manylinux1_i686.whl.

File metadata

File hashes

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

See more details on using hashes here.

File details

Details for the file bio_grumpy-0.1.8-pp39-pypy39_pp73-musllinux_1_2_x86_64.whl.

File metadata

File hashes

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

See more details on using hashes here.

File details

Details for the file bio_grumpy-0.1.8-pp39-pypy39_pp73-musllinux_1_2_i686.whl.

File metadata

File hashes

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

See more details on using hashes here.

File details

Details for the file bio_grumpy-0.1.8-pp39-pypy39_pp73-musllinux_1_2_armv7l.whl.

File metadata

File hashes

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

See more details on using hashes here.

File details

Details for the file bio_grumpy-0.1.8-pp39-pypy39_pp73-musllinux_1_2_aarch64.whl.

File metadata

File hashes

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

See more details on using hashes here.

File details

Details for the file bio_grumpy-0.1.8-pp39-pypy39_pp73-manylinux_2_17_x86_64.manylinux2014_x86_64.whl.

File metadata

File hashes

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

See more details on using hashes here.

File details

Details for the file bio_grumpy-0.1.8-pp39-pypy39_pp73-manylinux_2_17_s390x.manylinux2014_s390x.whl.

File metadata

File hashes

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

See more details on using hashes here.

File details

Details for the file bio_grumpy-0.1.8-pp39-pypy39_pp73-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl.

File metadata

File hashes

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

See more details on using hashes here.

File details

Details for the file bio_grumpy-0.1.8-pp39-pypy39_pp73-manylinux_2_17_armv7l.manylinux2014_armv7l.whl.

File metadata

File hashes

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

See more details on using hashes here.

File details

Details for the file bio_grumpy-0.1.8-pp39-pypy39_pp73-manylinux_2_17_aarch64.manylinux2014_aarch64.whl.

File metadata

File hashes

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

See more details on using hashes here.

File details

Details for the file bio_grumpy-0.1.8-pp39-pypy39_pp73-manylinux_2_5_i686.manylinux1_i686.whl.

File metadata

File hashes

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

See more details on using hashes here.

File details

Details for the file bio_grumpy-0.1.8-pp38-pypy38_pp73-musllinux_1_2_x86_64.whl.

File metadata

File hashes

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

See more details on using hashes here.

File details

Details for the file bio_grumpy-0.1.8-pp38-pypy38_pp73-musllinux_1_2_i686.whl.

File metadata

File hashes

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

See more details on using hashes here.

File details

Details for the file bio_grumpy-0.1.8-pp38-pypy38_pp73-musllinux_1_2_armv7l.whl.

File metadata

File hashes

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

See more details on using hashes here.

File details

Details for the file bio_grumpy-0.1.8-pp38-pypy38_pp73-musllinux_1_2_aarch64.whl.

File metadata

File hashes

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

See more details on using hashes here.

File details

Details for the file bio_grumpy-0.1.8-pp38-pypy38_pp73-manylinux_2_17_s390x.manylinux2014_s390x.whl.

File metadata

File hashes

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

See more details on using hashes here.

File details

Details for the file bio_grumpy-0.1.8-pp38-pypy38_pp73-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl.

File metadata

File hashes

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

See more details on using hashes here.

File details

Details for the file bio_grumpy-0.1.8-pp38-pypy38_pp73-manylinux_2_17_armv7l.manylinux2014_armv7l.whl.

File metadata

File hashes

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

See more details on using hashes here.

File details

Details for the file bio_grumpy-0.1.8-pp38-pypy38_pp73-manylinux_2_17_aarch64.manylinux2014_aarch64.whl.

File metadata

File hashes

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

See more details on using hashes here.

File details

Details for the file bio_grumpy-0.1.8-cp312-none-win_amd64.whl.

File metadata

File hashes

Hashes for bio_grumpy-0.1.8-cp312-none-win_amd64.whl
Algorithm Hash digest
SHA256 1385f1e6c8653253f8ee7deb9abd3833d27ab094c57bee1424a60c4de75e478b
MD5 dd37beae6997338c1ff9a0765d228535
BLAKE2b-256 7777512ec89b9a4b6a1bcce82d0c7ab2bac8fa2735353fc827d20d9b0d263ade

See more details on using hashes here.

File details

Details for the file bio_grumpy-0.1.8-cp312-none-win32.whl.

File metadata

File hashes

Hashes for bio_grumpy-0.1.8-cp312-none-win32.whl
Algorithm Hash digest
SHA256 faa46cf5cadc3d1e4bd7960a15022717227b32a88b9d7e0f45f7953af361d12b
MD5 9d8735e808e27c61aa95884f0a9ca8e2
BLAKE2b-256 d2c421d89fb3cf6aed068c75ddc33129a7af4feeb0d782c7b1f43fa499bca3db

See more details on using hashes here.

File details

Details for the file bio_grumpy-0.1.8-cp312-cp312-musllinux_1_2_x86_64.whl.

File metadata

File hashes

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

See more details on using hashes here.

File details

Details for the file bio_grumpy-0.1.8-cp312-cp312-musllinux_1_2_i686.whl.

File metadata

File hashes

Hashes for bio_grumpy-0.1.8-cp312-cp312-musllinux_1_2_i686.whl
Algorithm Hash digest
SHA256 c164648881b80ee12b223e12d66e90c05aa37312ef38f463a1ec6bc3fcf1fe8d
MD5 e958b3cadc9582ffb2f6edf3198ecb16
BLAKE2b-256 2b282c591cf3fb0c2f9a9bfddd6c66cf4ef9381003334e1d6d6e5f9cc9ee615a

See more details on using hashes here.

File details

Details for the file bio_grumpy-0.1.8-cp312-cp312-musllinux_1_2_armv7l.whl.

File metadata

File hashes

Hashes for bio_grumpy-0.1.8-cp312-cp312-musllinux_1_2_armv7l.whl
Algorithm Hash digest
SHA256 a51960130084f864af8ff8a0a3abe08568d3cf43e68099c4a0db0f648f7bac4b
MD5 83d9f753af3f10c40450b857d3a128e4
BLAKE2b-256 3c26d2652700b4e72ef2f25c37139682d7a80ba3295c843b3b427ac2d9806aa2

See more details on using hashes here.

File details

Details for the file bio_grumpy-0.1.8-cp312-cp312-musllinux_1_2_aarch64.whl.

File metadata

File hashes

Hashes for bio_grumpy-0.1.8-cp312-cp312-musllinux_1_2_aarch64.whl
Algorithm Hash digest
SHA256 4c2e7147a665d7c2eb71d947e0d49e360c3cfd10c0cadcd80df7ba7a65e29b99
MD5 db01143d10e4653c838ad0dd47afcd45
BLAKE2b-256 eb6e293619bada067d2417ce5cbf6ea33fec2c776d8eef8465d236f66b59d2b3

See more details on using hashes here.

File details

Details for the file bio_grumpy-0.1.8-cp312-cp312-manylinux_2_17_x86_64.manylinux2014_x86_64.whl.

File metadata

File hashes

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

See more details on using hashes here.

File details

Details for the file bio_grumpy-0.1.8-cp312-cp312-manylinux_2_17_s390x.manylinux2014_s390x.whl.

File metadata

File hashes

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

See more details on using hashes here.

File details

Details for the file bio_grumpy-0.1.8-cp312-cp312-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl.

File metadata

File hashes

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

See more details on using hashes here.

File details

Details for the file bio_grumpy-0.1.8-cp312-cp312-manylinux_2_17_armv7l.manylinux2014_armv7l.whl.

File metadata

File hashes

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

See more details on using hashes here.

File details

Details for the file bio_grumpy-0.1.8-cp312-cp312-manylinux_2_17_aarch64.manylinux2014_aarch64.whl.

File metadata

File hashes

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

See more details on using hashes here.

File details

Details for the file bio_grumpy-0.1.8-cp312-cp312-manylinux_2_5_i686.manylinux1_i686.whl.

File metadata

File hashes

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

See more details on using hashes here.

File details

Details for the file bio_grumpy-0.1.8-cp312-cp312-macosx_11_0_arm64.whl.

File metadata

File hashes

Hashes for bio_grumpy-0.1.8-cp312-cp312-macosx_11_0_arm64.whl
Algorithm Hash digest
SHA256 660b8cb9a22041f18c4aba2f6dab9b21c951d92a4aca84248ab56e4dd1fa0e03
MD5 2d9410f75eaaaa4e572f736c5bd20d7d
BLAKE2b-256 79cf4227aa005c960e5972b8bf5c592098976bd8bff60054af45cbefbf8442a3

See more details on using hashes here.

File details

Details for the file bio_grumpy-0.1.8-cp312-cp312-macosx_10_12_x86_64.whl.

File metadata

File hashes

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

See more details on using hashes here.

File details

Details for the file bio_grumpy-0.1.8-cp311-none-win_amd64.whl.

File metadata

File hashes

Hashes for bio_grumpy-0.1.8-cp311-none-win_amd64.whl
Algorithm Hash digest
SHA256 0c95c15ec61b1d327e09a848af048992e7ae786a51c3b6a63958c7d5be7de5bd
MD5 944c6fc9ef54f237a45f84c0db84a362
BLAKE2b-256 c08af7fe99c9bf1a5ab4a1fdea3a76b4de88e5cf3dedb9510f5f8d74b9c96689

See more details on using hashes here.

File details

Details for the file bio_grumpy-0.1.8-cp311-none-win32.whl.

File metadata

File hashes

Hashes for bio_grumpy-0.1.8-cp311-none-win32.whl
Algorithm Hash digest
SHA256 18ab2d1d9d730beaa286c57fd18b4ed1bf8ed89b809cd3ac39bff38d344e9d8d
MD5 fff4df8377020ee2cd0ee6f99c225858
BLAKE2b-256 c88ff9885484117c2a1e402815e8f84cab0b3f690ffc3138f9e5b35840d47935

See more details on using hashes here.

File details

Details for the file bio_grumpy-0.1.8-cp311-cp311-musllinux_1_2_x86_64.whl.

File metadata

File hashes

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

See more details on using hashes here.

File details

Details for the file bio_grumpy-0.1.8-cp311-cp311-musllinux_1_2_i686.whl.

File metadata

File hashes

Hashes for bio_grumpy-0.1.8-cp311-cp311-musllinux_1_2_i686.whl
Algorithm Hash digest
SHA256 5c6ea72076e9113f8468e87ae8702ddbc3685e395b2338a626b9d9bb46506a63
MD5 3920048dd822f4e8f4a9943f9ad7dbf4
BLAKE2b-256 27afeeb43bd8b716f4871e7d09e7de9302af377fd05817534a1975e80ac6c4eb

See more details on using hashes here.

File details

Details for the file bio_grumpy-0.1.8-cp311-cp311-musllinux_1_2_armv7l.whl.

File metadata

File hashes

Hashes for bio_grumpy-0.1.8-cp311-cp311-musllinux_1_2_armv7l.whl
Algorithm Hash digest
SHA256 3e7f1e173124e49766f6ea0e460c4a7290905ff01b34d9d4293c196c2337e0ac
MD5 8366adb800ad01fe60c485747f425e75
BLAKE2b-256 fe44c69016b70af033988aecf301f3a313046b1b94e9e4005d52faedb42e79a9

See more details on using hashes here.

File details

Details for the file bio_grumpy-0.1.8-cp311-cp311-musllinux_1_2_aarch64.whl.

File metadata

File hashes

Hashes for bio_grumpy-0.1.8-cp311-cp311-musllinux_1_2_aarch64.whl
Algorithm Hash digest
SHA256 0e844ded95a5203c34c53e163eea9828121f3dd8b86bbbbbf591ecdf0f2a1d44
MD5 0df1c592d195d59c7c01c19116d4c50a
BLAKE2b-256 31a1f11d8e0a03ec3a9ceb32a9cada1fe10f37b6009a40ddd3cb472af861fce5

See more details on using hashes here.

File details

Details for the file bio_grumpy-0.1.8-cp311-cp311-manylinux_2_17_x86_64.manylinux2014_x86_64.whl.

File metadata

File hashes

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

See more details on using hashes here.

File details

Details for the file bio_grumpy-0.1.8-cp311-cp311-manylinux_2_17_s390x.manylinux2014_s390x.whl.

File metadata

File hashes

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

See more details on using hashes here.

File details

Details for the file bio_grumpy-0.1.8-cp311-cp311-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl.

File metadata

File hashes

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

See more details on using hashes here.

File details

Details for the file bio_grumpy-0.1.8-cp311-cp311-manylinux_2_17_armv7l.manylinux2014_armv7l.whl.

File metadata

File hashes

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

See more details on using hashes here.

File details

Details for the file bio_grumpy-0.1.8-cp311-cp311-manylinux_2_17_aarch64.manylinux2014_aarch64.whl.

File metadata

File hashes

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

See more details on using hashes here.

File details

Details for the file bio_grumpy-0.1.8-cp311-cp311-manylinux_2_5_i686.manylinux1_i686.whl.

File metadata

File hashes

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

See more details on using hashes here.

File details

Details for the file bio_grumpy-0.1.8-cp311-cp311-macosx_11_0_arm64.whl.

File metadata

File hashes

Hashes for bio_grumpy-0.1.8-cp311-cp311-macosx_11_0_arm64.whl
Algorithm Hash digest
SHA256 a5035c16247ad6ea7dc094886b6d18556f758af8e548e53655b28df180f446f3
MD5 eac28df2506f5f05e93c48947a8405e8
BLAKE2b-256 bb354da27f3fba00e98b1de11929342dc50a069135250d2b838daf15cbabb113

See more details on using hashes here.

File details

Details for the file bio_grumpy-0.1.8-cp311-cp311-macosx_10_12_x86_64.whl.

File metadata

File hashes

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

See more details on using hashes here.

File details

Details for the file bio_grumpy-0.1.8-cp310-none-win_amd64.whl.

File metadata

File hashes

Hashes for bio_grumpy-0.1.8-cp310-none-win_amd64.whl
Algorithm Hash digest
SHA256 811e63d8ae1599161ac178866434ceceeb92c7b47bab89dd0a6ebf672ca831f2
MD5 ca87fde3e6c17bf55cbd95f95b740704
BLAKE2b-256 4ff86033bc3d22e28d44f2aabb086caef9dc5a7a336ebdfd9ad337eed57a4876

See more details on using hashes here.

File details

Details for the file bio_grumpy-0.1.8-cp310-none-win32.whl.

File metadata

File hashes

Hashes for bio_grumpy-0.1.8-cp310-none-win32.whl
Algorithm Hash digest
SHA256 e1f11ea484e1694400df75a496c7f9c68a572c4f25e1c18187fe2684eddd68ac
MD5 17c910cd8d27ad4c5f0473d40a50c425
BLAKE2b-256 809af371b608f414d11e8292355d4ce8367da798d442abae9975d6cffd824801

See more details on using hashes here.

File details

Details for the file bio_grumpy-0.1.8-cp310-cp310-musllinux_1_2_x86_64.whl.

File metadata

File hashes

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

See more details on using hashes here.

File details

Details for the file bio_grumpy-0.1.8-cp310-cp310-musllinux_1_2_i686.whl.

File metadata

File hashes

Hashes for bio_grumpy-0.1.8-cp310-cp310-musllinux_1_2_i686.whl
Algorithm Hash digest
SHA256 2b46c7fa8f6e7cca1fa867643e51b16d2324040f2c1d591de4d68409597bfc87
MD5 d64494c3aa8a50dd5b9c4933cd8610df
BLAKE2b-256 0392439d70b654dcef410b3cb2da111beba826512ecd7a5e5514b60a426a95a9

See more details on using hashes here.

File details

Details for the file bio_grumpy-0.1.8-cp310-cp310-musllinux_1_2_armv7l.whl.

File metadata

File hashes

Hashes for bio_grumpy-0.1.8-cp310-cp310-musllinux_1_2_armv7l.whl
Algorithm Hash digest
SHA256 84b20ae4d88b6a7bb5f252ea09f93777ce82d8885f515e319175df085e1afe76
MD5 4aaea3b7e1c9789a73ae6413acce2557
BLAKE2b-256 349575a9502c0a3c51d097120fd716c8d6c527427972d42da463c0b4802c4724

See more details on using hashes here.

File details

Details for the file bio_grumpy-0.1.8-cp310-cp310-musllinux_1_2_aarch64.whl.

File metadata

File hashes

Hashes for bio_grumpy-0.1.8-cp310-cp310-musllinux_1_2_aarch64.whl
Algorithm Hash digest
SHA256 bf1b9757cef5325d68b77dd2e2ed975ce9f0b7a851f7427406de72f136423b2b
MD5 2bb351771fbac777e267a7f9d3e61e98
BLAKE2b-256 eed0818f55d1e44c645cbc13edb99384703da1b181c7ee52ec88cc551488b683

See more details on using hashes here.

File details

Details for the file bio_grumpy-0.1.8-cp310-cp310-manylinux_2_17_x86_64.manylinux2014_x86_64.whl.

File metadata

File hashes

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

See more details on using hashes here.

File details

Details for the file bio_grumpy-0.1.8-cp310-cp310-manylinux_2_17_s390x.manylinux2014_s390x.whl.

File metadata

File hashes

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

See more details on using hashes here.

File details

Details for the file bio_grumpy-0.1.8-cp310-cp310-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl.

File metadata

File hashes

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

See more details on using hashes here.

File details

Details for the file bio_grumpy-0.1.8-cp310-cp310-manylinux_2_17_armv7l.manylinux2014_armv7l.whl.

File metadata

File hashes

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

See more details on using hashes here.

File details

Details for the file bio_grumpy-0.1.8-cp310-cp310-manylinux_2_17_aarch64.manylinux2014_aarch64.whl.

File metadata

File hashes

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

See more details on using hashes here.

File details

Details for the file bio_grumpy-0.1.8-cp310-cp310-manylinux_2_5_i686.manylinux1_i686.whl.

File metadata

File hashes

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

See more details on using hashes here.

File details

Details for the file bio_grumpy-0.1.8-cp310-cp310-macosx_11_0_arm64.whl.

File metadata

File hashes

Hashes for bio_grumpy-0.1.8-cp310-cp310-macosx_11_0_arm64.whl
Algorithm Hash digest
SHA256 84755002e59c8f740f72489d71f85fc23c4528e0a506a41c27ade7278987a890
MD5 6b99117ac62ee3b8f56511c04ea533b4
BLAKE2b-256 9fab6fa19131ca1aee205ebddb0c40bc142bf2558887b45f40b482911fee2cc1

See more details on using hashes here.

File details

Details for the file bio_grumpy-0.1.8-cp39-none-win_amd64.whl.

File metadata

File hashes

Hashes for bio_grumpy-0.1.8-cp39-none-win_amd64.whl
Algorithm Hash digest
SHA256 69a0f0d47f9004634d2a6bb497cc1afe3616e1cedfa98509075a6fb182a09f65
MD5 e4d6e4befc61f9c6b815dd7a4ac3f9e2
BLAKE2b-256 59fd6d0c017ad89395b49614874254a818992eac72f2b799fe2cc8fc228afc5e

See more details on using hashes here.

File details

Details for the file bio_grumpy-0.1.8-cp39-none-win32.whl.

File metadata

  • Download URL: bio_grumpy-0.1.8-cp39-none-win32.whl
  • Upload date:
  • Size: 443.0 kB
  • Tags: CPython 3.9, Windows x86
  • Uploaded using Trusted Publishing? No
  • Uploaded via: maturin/1.7.0

File hashes

Hashes for bio_grumpy-0.1.8-cp39-none-win32.whl
Algorithm Hash digest
SHA256 12a775a4bdfc974181600604abe2dea301fb5d400ed843f265e131bf3a4276f0
MD5 f33492419f5b8f9b3695ec94a35c196b
BLAKE2b-256 15ac34c83a9e6a3474ad21a502101f12488b6ff2c3745b8c951ac0bdfc7bfddb

See more details on using hashes here.

File details

Details for the file bio_grumpy-0.1.8-cp39-cp39-musllinux_1_2_x86_64.whl.

File metadata

File hashes

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

See more details on using hashes here.

File details

Details for the file bio_grumpy-0.1.8-cp39-cp39-musllinux_1_2_i686.whl.

File metadata

File hashes

Hashes for bio_grumpy-0.1.8-cp39-cp39-musllinux_1_2_i686.whl
Algorithm Hash digest
SHA256 cd5942160694de37a8a47d27c3e051d1c64c16139366dec70b2d2948862cf321
MD5 05fa1529048e1537f7b82ec2ff79dec4
BLAKE2b-256 a5063f15eaba302765e0492c3e11e8ce904cea0fac534858c5437320925a1c3e

See more details on using hashes here.

File details

Details for the file bio_grumpy-0.1.8-cp39-cp39-musllinux_1_2_armv7l.whl.

File metadata

File hashes

Hashes for bio_grumpy-0.1.8-cp39-cp39-musllinux_1_2_armv7l.whl
Algorithm Hash digest
SHA256 7c8d6659f763d06201afa094208b77120a6e92260e6d7ebe04af3c747e1e2c10
MD5 8f43fb30f296b0a1f1420b4eb982b679
BLAKE2b-256 0dea5a709fdc4f1bac3f6edfda5cc1920ae9a7090ba8c19c82cfde31497e03ca

See more details on using hashes here.

File details

Details for the file bio_grumpy-0.1.8-cp39-cp39-musllinux_1_2_aarch64.whl.

File metadata

File hashes

Hashes for bio_grumpy-0.1.8-cp39-cp39-musllinux_1_2_aarch64.whl
Algorithm Hash digest
SHA256 c2dca790b13db52ea98e49e9e364cdf83d7593c0c498544cc05b3a84e7bcce9b
MD5 36938ba31bcac608c13955bc3f4771fc
BLAKE2b-256 00f3874cfc11a6d577ffc532e0e23886d2250fdadd6913a4a8f9c7abbe278bef

See more details on using hashes here.

File details

Details for the file bio_grumpy-0.1.8-cp39-cp39-manylinux_2_17_x86_64.manylinux2014_x86_64.whl.

File metadata

File hashes

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

See more details on using hashes here.

File details

Details for the file bio_grumpy-0.1.8-cp39-cp39-manylinux_2_17_s390x.manylinux2014_s390x.whl.

File metadata

File hashes

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

See more details on using hashes here.

File details

Details for the file bio_grumpy-0.1.8-cp39-cp39-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl.

File metadata

File hashes

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

See more details on using hashes here.

File details

Details for the file bio_grumpy-0.1.8-cp39-cp39-manylinux_2_17_armv7l.manylinux2014_armv7l.whl.

File metadata

File hashes

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

See more details on using hashes here.

File details

Details for the file bio_grumpy-0.1.8-cp39-cp39-manylinux_2_17_aarch64.manylinux2014_aarch64.whl.

File metadata

File hashes

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

See more details on using hashes here.

File details

Details for the file bio_grumpy-0.1.8-cp39-cp39-manylinux_2_5_i686.manylinux1_i686.whl.

File metadata

File hashes

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

See more details on using hashes here.

File details

Details for the file bio_grumpy-0.1.8-cp39-cp39-macosx_11_0_arm64.whl.

File metadata

File hashes

Hashes for bio_grumpy-0.1.8-cp39-cp39-macosx_11_0_arm64.whl
Algorithm Hash digest
SHA256 326ae1a2de1a72150b0088f5bd9aacc91b4656271f618ba157c9c56a6fbfe8d1
MD5 61bfa105ef4ba52e3ece9308bebfd651
BLAKE2b-256 c68a78b2b5f19097ffbe2bf6e888539d6b4f07b84277810c4f6e65b042596a18

See more details on using hashes here.

File details

Details for the file bio_grumpy-0.1.8-cp38-none-win_amd64.whl.

File metadata

File hashes

Hashes for bio_grumpy-0.1.8-cp38-none-win_amd64.whl
Algorithm Hash digest
SHA256 73f53d0ad5f0504b640242edcac831760cb56d9fcf34a2db51e3e5a479eda05e
MD5 630402474ec7ae5059715c8f0854eaa9
BLAKE2b-256 6921ec82971bf7c0f58349d801a0e2a96b49641f376fe60c21c11a94b832aa8c

See more details on using hashes here.

File details

Details for the file bio_grumpy-0.1.8-cp38-none-win32.whl.

File metadata

  • Download URL: bio_grumpy-0.1.8-cp38-none-win32.whl
  • Upload date:
  • Size: 441.9 kB
  • Tags: CPython 3.8, Windows x86
  • Uploaded using Trusted Publishing? No
  • Uploaded via: maturin/1.7.0

File hashes

Hashes for bio_grumpy-0.1.8-cp38-none-win32.whl
Algorithm Hash digest
SHA256 30426c59fdd9d68c4bb05ae824a08a8590d777f8a75e1e0882115cac71c7b9fd
MD5 ba692d5d4061ae316d9cbcb8ca61483c
BLAKE2b-256 96d8e4b32be7f7e769ef82272a8cd5cd342bc01b8a009115e36fb8aecc5f5f7f

See more details on using hashes here.

File details

Details for the file bio_grumpy-0.1.8-cp38-cp38-musllinux_1_2_x86_64.whl.

File metadata

File hashes

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

See more details on using hashes here.

File details

Details for the file bio_grumpy-0.1.8-cp38-cp38-musllinux_1_2_i686.whl.

File metadata

File hashes

Hashes for bio_grumpy-0.1.8-cp38-cp38-musllinux_1_2_i686.whl
Algorithm Hash digest
SHA256 e0a6a38b5ba2ef91655fd388600c379dafb323d675b77ea66ee76959555a4f64
MD5 517528290c05eccd78e5cba17c9dbb7e
BLAKE2b-256 3bfa1ed4b0c1a4cd948fd3da5a63b69efcafed457f56cde9fdf19e9cd47e8909

See more details on using hashes here.

File details

Details for the file bio_grumpy-0.1.8-cp38-cp38-musllinux_1_2_armv7l.whl.

File metadata

File hashes

Hashes for bio_grumpy-0.1.8-cp38-cp38-musllinux_1_2_armv7l.whl
Algorithm Hash digest
SHA256 ce2eeb9d0f98672640d23449b14ea9df08cfdb6b81156fb9a5b1d0c7f3f7c3c7
MD5 b5d06a0e58512c0fc338329dd9146e49
BLAKE2b-256 a2e87b19ea0dda6c848c004ef04c22ee3639d1266525050c4a52b1d1972ca85a

See more details on using hashes here.

File details

Details for the file bio_grumpy-0.1.8-cp38-cp38-musllinux_1_2_aarch64.whl.

File metadata

File hashes

Hashes for bio_grumpy-0.1.8-cp38-cp38-musllinux_1_2_aarch64.whl
Algorithm Hash digest
SHA256 06c6abb9bcdd63240ee474e16c170c172c4794a895c67e16b7f610833231cc44
MD5 5c5d0f25739f466838c79a5ffcd08ed3
BLAKE2b-256 54acfcacf66d7506f416d8925c361c8134d4c87342b20519fce9b92774af8436

See more details on using hashes here.

File details

Details for the file bio_grumpy-0.1.8-cp38-cp38-manylinux_2_17_x86_64.manylinux2014_x86_64.whl.

File metadata

File hashes

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

See more details on using hashes here.

File details

Details for the file bio_grumpy-0.1.8-cp38-cp38-manylinux_2_17_s390x.manylinux2014_s390x.whl.

File metadata

File hashes

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

See more details on using hashes here.

File details

Details for the file bio_grumpy-0.1.8-cp38-cp38-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl.

File metadata

File hashes

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

See more details on using hashes here.

File details

Details for the file bio_grumpy-0.1.8-cp38-cp38-manylinux_2_17_armv7l.manylinux2014_armv7l.whl.

File metadata

File hashes

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

See more details on using hashes here.

File details

Details for the file bio_grumpy-0.1.8-cp38-cp38-manylinux_2_17_aarch64.manylinux2014_aarch64.whl.

File metadata

File hashes

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

See more details on using hashes here.

File details

Details for the file bio_grumpy-0.1.8-cp38-cp38-manylinux_2_5_i686.manylinux1_i686.whl.

File metadata

File hashes

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

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