Skip to main content

Simple utility to compute MSA summary statistics

Project description

MSAStats

A simple utility to compute multiple sequence alignment statistics.

Example usage:

import msastats

# To calculate based on a list of string sequences:
msastats.calculate_msa_stats(["AA-A","AA-A","A--A"])

# To calculate based on a fasta msa file:
msastats.calculate_fasta_stats("/path/to/file.fasta")

# Get a list of the summary statistics names:
msastats.stats_names()

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

msastats-24.7.0.tar.gz (4.1 kB view details)

Uploaded Source

Built Distributions

If you're not sure about the file name format, learn more about wheel file names.

msastats-24.7.0-cp312-cp312-win_amd64.whl (67.9 kB view details)

Uploaded CPython 3.12Windows x86-64

msastats-24.7.0-cp312-cp312-musllinux_1_1_x86_64.whl (606.2 kB view details)

Uploaded CPython 3.12musllinux: musl 1.1+ x86-64

msastats-24.7.0-cp312-cp312-manylinux_2_17_x86_64.manylinux2014_x86_64.whl (83.4 kB view details)

Uploaded CPython 3.12manylinux: glibc 2.17+ x86-64

msastats-24.7.0-cp312-cp312-macosx_11_0_arm64.whl (56.2 kB view details)

Uploaded CPython 3.12macOS 11.0+ ARM64

msastats-24.7.0-cp312-cp312-macosx_10_9_x86_64.whl (61.3 kB view details)

Uploaded CPython 3.12macOS 10.9+ x86-64

msastats-24.7.0-cp311-cp311-win_amd64.whl (67.8 kB view details)

Uploaded CPython 3.11Windows x86-64

msastats-24.7.0-cp311-cp311-musllinux_1_1_x86_64.whl (606.8 kB view details)

Uploaded CPython 3.11musllinux: musl 1.1+ x86-64

msastats-24.7.0-cp311-cp311-manylinux_2_17_x86_64.manylinux2014_x86_64.whl (83.8 kB view details)

Uploaded CPython 3.11manylinux: glibc 2.17+ x86-64

msastats-24.7.0-cp311-cp311-macosx_11_0_arm64.whl (56.8 kB view details)

Uploaded CPython 3.11macOS 11.0+ ARM64

msastats-24.7.0-cp311-cp311-macosx_10_9_x86_64.whl (62.1 kB view details)

Uploaded CPython 3.11macOS 10.9+ x86-64

msastats-24.7.0-cp310-cp310-win_amd64.whl (66.6 kB view details)

Uploaded CPython 3.10Windows x86-64

msastats-24.7.0-cp310-cp310-musllinux_1_1_x86_64.whl (605.8 kB view details)

Uploaded CPython 3.10musllinux: musl 1.1+ x86-64

msastats-24.7.0-cp310-cp310-manylinux_2_17_x86_64.manylinux2014_x86_64.whl (82.1 kB view details)

Uploaded CPython 3.10manylinux: glibc 2.17+ x86-64

msastats-24.7.0-cp310-cp310-macosx_11_0_arm64.whl (55.7 kB view details)

Uploaded CPython 3.10macOS 11.0+ ARM64

msastats-24.7.0-cp310-cp310-macosx_10_9_x86_64.whl (60.5 kB view details)

Uploaded CPython 3.10macOS 10.9+ x86-64

msastats-24.7.0-cp39-cp39-win_amd64.whl (66.7 kB view details)

Uploaded CPython 3.9Windows x86-64

msastats-24.7.0-cp39-cp39-musllinux_1_1_x86_64.whl (605.7 kB view details)

Uploaded CPython 3.9musllinux: musl 1.1+ x86-64

msastats-24.7.0-cp39-cp39-manylinux_2_17_x86_64.manylinux2014_x86_64.whl (82.3 kB view details)

Uploaded CPython 3.9manylinux: glibc 2.17+ x86-64

msastats-24.7.0-cp39-cp39-macosx_11_0_arm64.whl (55.8 kB view details)

Uploaded CPython 3.9macOS 11.0+ ARM64

msastats-24.7.0-cp39-cp39-macosx_10_9_x86_64.whl (60.6 kB view details)

Uploaded CPython 3.9macOS 10.9+ x86-64

msastats-24.7.0-cp38-cp38-win_amd64.whl (66.6 kB view details)

Uploaded CPython 3.8Windows x86-64

msastats-24.7.0-cp38-cp38-musllinux_1_1_x86_64.whl (605.6 kB view details)

Uploaded CPython 3.8musllinux: musl 1.1+ x86-64

msastats-24.7.0-cp38-cp38-manylinux_2_17_x86_64.manylinux2014_x86_64.whl (82.1 kB view details)

Uploaded CPython 3.8manylinux: glibc 2.17+ x86-64

msastats-24.7.0-cp38-cp38-macosx_11_0_arm64.whl (55.6 kB view details)

Uploaded CPython 3.8macOS 11.0+ ARM64

msastats-24.7.0-cp38-cp38-macosx_10_9_x86_64.whl (60.4 kB view details)

Uploaded CPython 3.8macOS 10.9+ x86-64

msastats-24.7.0-cp37-cp37m-win_amd64.whl (67.2 kB view details)

Uploaded CPython 3.7mWindows x86-64

msastats-24.7.0-cp37-cp37m-musllinux_1_1_x86_64.whl (607.2 kB view details)

Uploaded CPython 3.7mmusllinux: musl 1.1+ x86-64

msastats-24.7.0-cp37-cp37m-manylinux_2_17_x86_64.manylinux2014_x86_64.whl (82.8 kB view details)

Uploaded CPython 3.7mmanylinux: glibc 2.17+ x86-64

msastats-24.7.0-cp37-cp37m-macosx_10_9_x86_64.whl (60.4 kB view details)

Uploaded CPython 3.7mmacOS 10.9+ x86-64

File details

Details for the file msastats-24.7.0.tar.gz.

File metadata

  • Download URL: msastats-24.7.0.tar.gz
  • Upload date:
  • Size: 4.1 kB
  • Tags: Source
  • Uploaded using Trusted Publishing? Yes
  • Uploaded via: twine/5.1.0 CPython/3.12.4

File hashes

Hashes for msastats-24.7.0.tar.gz
Algorithm Hash digest
SHA256 6404a116d1a9a526c3f70f09ded7343285fe4017311e47b5a0156040b58d2423
MD5 ee306f74ea83b89de2cea4483c54186d
BLAKE2b-256 f86ab08f903af582e4bd6c8a6a862c764cd9f8778174262c5362cf7f8fbb890a

See more details on using hashes here.

File details

Details for the file msastats-24.7.0-cp312-cp312-win_amd64.whl.

File metadata

  • Download URL: msastats-24.7.0-cp312-cp312-win_amd64.whl
  • Upload date:
  • Size: 67.9 kB
  • Tags: CPython 3.12, Windows x86-64
  • Uploaded using Trusted Publishing? Yes
  • Uploaded via: twine/5.1.0 CPython/3.12.4

File hashes

Hashes for msastats-24.7.0-cp312-cp312-win_amd64.whl
Algorithm Hash digest
SHA256 60b64516ba2018c00f5baf8c33f313f4bdce08eecb993e347b51294fc204ad2c
MD5 76c94e9a983a1baba34f35c2ea032e91
BLAKE2b-256 5ae4d1a3fb28a356c3123962997d996f84380a746905cee3e00aa237d10ba32b

See more details on using hashes here.

File details

Details for the file msastats-24.7.0-cp312-cp312-musllinux_1_1_x86_64.whl.

File metadata

File hashes

Hashes for msastats-24.7.0-cp312-cp312-musllinux_1_1_x86_64.whl
Algorithm Hash digest
SHA256 07ae5ae42b957ce1244c8c569d39363a72e1a571fcbf806c7161219807403012
MD5 4bb880fb71be6cb557ef923e4d2542e3
BLAKE2b-256 6fb9d73db8ef72b878c0cf6ef30d725f0f4f828f1bd31ba5969f4c2840436750

See more details on using hashes here.

File details

Details for the file msastats-24.7.0-cp312-cp312-manylinux_2_17_x86_64.manylinux2014_x86_64.whl.

File metadata

File hashes

Hashes for msastats-24.7.0-cp312-cp312-manylinux_2_17_x86_64.manylinux2014_x86_64.whl
Algorithm Hash digest
SHA256 6293d64a2587756e2bc4335db58a010077ede7a32f55b6d49f50079a9e337b64
MD5 0f40ad9d6e557da0351b60d8fc630ca2
BLAKE2b-256 3077ce0749fc9e1ab1f333dd85300dd12ab00ce51928aeb6e62ccbc59dda3802

See more details on using hashes here.

File details

Details for the file msastats-24.7.0-cp312-cp312-macosx_11_0_arm64.whl.

File metadata

File hashes

Hashes for msastats-24.7.0-cp312-cp312-macosx_11_0_arm64.whl
Algorithm Hash digest
SHA256 910fe3a82abd69cb99d3d3d53282e95e1c40d2ff621c1709005593267d9533fc
MD5 9185eabc0ffc0d34c1eabc9da3e678a2
BLAKE2b-256 c5ec75e4e7ca09a0117cd973aa326b2cf5d1f56f7a8aad177fa4db3fc31290ed

See more details on using hashes here.

File details

Details for the file msastats-24.7.0-cp312-cp312-macosx_10_9_x86_64.whl.

File metadata

File hashes

Hashes for msastats-24.7.0-cp312-cp312-macosx_10_9_x86_64.whl
Algorithm Hash digest
SHA256 3c04e90700f0251329749051cbcfaea815929d906e58de0d5584046463311a26
MD5 6b175ff14a02cf788ff5113937a57744
BLAKE2b-256 32e6ca90efea8afdb68a4e912d3a53c51060793cda708840fef4feb3ece02522

See more details on using hashes here.

File details

Details for the file msastats-24.7.0-cp311-cp311-win_amd64.whl.

File metadata

  • Download URL: msastats-24.7.0-cp311-cp311-win_amd64.whl
  • Upload date:
  • Size: 67.8 kB
  • Tags: CPython 3.11, Windows x86-64
  • Uploaded using Trusted Publishing? Yes
  • Uploaded via: twine/5.1.0 CPython/3.12.4

File hashes

Hashes for msastats-24.7.0-cp311-cp311-win_amd64.whl
Algorithm Hash digest
SHA256 dbd8a24bdd35be5837e64f07d31cd1d3205a8e57b6b8243d1c9e0b9f8b3b8521
MD5 1c922bfada0b0ea02211755d3a832633
BLAKE2b-256 4b40b13a239cbab1548dd9f7e75329aa1c03c5ae402d7542f330e639e88a6af8

See more details on using hashes here.

File details

Details for the file msastats-24.7.0-cp311-cp311-musllinux_1_1_x86_64.whl.

File metadata

File hashes

Hashes for msastats-24.7.0-cp311-cp311-musllinux_1_1_x86_64.whl
Algorithm Hash digest
SHA256 0adc9a3849dd2746fb640e1365954e9c6ec8d8e554d335dfca09cdafdc90f615
MD5 94e7c267b39eac42793ceefecd6b6324
BLAKE2b-256 453d377aab20d0c51930ae088c567cf072d6f30814f72dda283296065c2a924e

See more details on using hashes here.

File details

Details for the file msastats-24.7.0-cp311-cp311-manylinux_2_17_x86_64.manylinux2014_x86_64.whl.

File metadata

File hashes

Hashes for msastats-24.7.0-cp311-cp311-manylinux_2_17_x86_64.manylinux2014_x86_64.whl
Algorithm Hash digest
SHA256 73ba1c74f6a957a07e9f7c70613ba1eff192a624c5c28f20474ff55b235b8b1b
MD5 b2294c9746e80fe6ff2f0726ad282144
BLAKE2b-256 edc06ee03fa612d7d3c0814a9a46adc9a42894e1df2a66618608f314bd8d5f18

See more details on using hashes here.

File details

Details for the file msastats-24.7.0-cp311-cp311-macosx_11_0_arm64.whl.

File metadata

File hashes

Hashes for msastats-24.7.0-cp311-cp311-macosx_11_0_arm64.whl
Algorithm Hash digest
SHA256 ed72d7ef5dfdbe2a132a880432f2e5c966f56043a87b230614bf986d2580c1ce
MD5 9b48e36d32781d9b7de1313018c5b9b4
BLAKE2b-256 62b5b7ed882a6bd105ce8c60931064ef7606426eeff92ef6d303034be40d7fdd

See more details on using hashes here.

File details

Details for the file msastats-24.7.0-cp311-cp311-macosx_10_9_x86_64.whl.

File metadata

File hashes

Hashes for msastats-24.7.0-cp311-cp311-macosx_10_9_x86_64.whl
Algorithm Hash digest
SHA256 a0b8e892fbad4ccc5e8c94daea85b1f59bc291f9d43ce9b57b7eff1aa74ec783
MD5 e22eb250ccfe26141ae4f3ad78601ed1
BLAKE2b-256 423bbffca41623fad0f05ae2acd0fdb0fee62130e3142652e068122968eb03df

See more details on using hashes here.

File details

Details for the file msastats-24.7.0-cp310-cp310-win_amd64.whl.

File metadata

  • Download URL: msastats-24.7.0-cp310-cp310-win_amd64.whl
  • Upload date:
  • Size: 66.6 kB
  • Tags: CPython 3.10, Windows x86-64
  • Uploaded using Trusted Publishing? Yes
  • Uploaded via: twine/5.1.0 CPython/3.12.4

File hashes

Hashes for msastats-24.7.0-cp310-cp310-win_amd64.whl
Algorithm Hash digest
SHA256 c52d902580fb7e5998c2c91a8ba6533e8d4d4b52aa6ef69365cc7b26a4dcbcd5
MD5 5ff0a70e20ae17c4dc69fb94e47f560d
BLAKE2b-256 09b497e0ef622a7d4be6ac05aefc143efad447548a3d5b142b1c1bdadde9a495

See more details on using hashes here.

File details

Details for the file msastats-24.7.0-cp310-cp310-musllinux_1_1_x86_64.whl.

File metadata

File hashes

Hashes for msastats-24.7.0-cp310-cp310-musllinux_1_1_x86_64.whl
Algorithm Hash digest
SHA256 85d50bd11f30081cf8753b6879dba926ca027168fed2ac6f6b0e91faa84c89ea
MD5 f6412e392ab4d0ac38748d26690cee04
BLAKE2b-256 eff4b8d414dbea767a24658dae3e27fdd742d5d74c64b40c765d643817423fc5

See more details on using hashes here.

File details

Details for the file msastats-24.7.0-cp310-cp310-manylinux_2_17_x86_64.manylinux2014_x86_64.whl.

File metadata

File hashes

Hashes for msastats-24.7.0-cp310-cp310-manylinux_2_17_x86_64.manylinux2014_x86_64.whl
Algorithm Hash digest
SHA256 929eeb2716d57e4574e539e26a08f78a4683a8d8219391e83dd5cce05c3029c4
MD5 888bc74bfa1a83d7e0c95c5833bcb2b4
BLAKE2b-256 37ffd2a18a0bb0dc1417802d9e7a3cdc47d05bc6315619baeb8cd01c9dcd4914

See more details on using hashes here.

File details

Details for the file msastats-24.7.0-cp310-cp310-macosx_11_0_arm64.whl.

File metadata

File hashes

Hashes for msastats-24.7.0-cp310-cp310-macosx_11_0_arm64.whl
Algorithm Hash digest
SHA256 deae8b7c940e11d79e2f780a9f76a7c3bf95ea3ae0d7f99add526967a8ebf461
MD5 8ac342e1e4602d954bfd91fb11b35fe8
BLAKE2b-256 1cc613d61627d1e51d9f7c9f55ed00a12de9d33164c55faa05b6326a6f596df8

See more details on using hashes here.

File details

Details for the file msastats-24.7.0-cp310-cp310-macosx_10_9_x86_64.whl.

File metadata

File hashes

Hashes for msastats-24.7.0-cp310-cp310-macosx_10_9_x86_64.whl
Algorithm Hash digest
SHA256 52cbe79551a85b8d1e7d55375f640b9fc5c3575c72836e6feb6ca1cc9c25118f
MD5 242b8e7581daa9bfd5f596cc8d865bcb
BLAKE2b-256 127009c1f54d20ce3f20a253435b48a55aac2fd2e07a5a8d2d12d2a1c66af08a

See more details on using hashes here.

File details

Details for the file msastats-24.7.0-cp39-cp39-win_amd64.whl.

File metadata

  • Download URL: msastats-24.7.0-cp39-cp39-win_amd64.whl
  • Upload date:
  • Size: 66.7 kB
  • Tags: CPython 3.9, Windows x86-64
  • Uploaded using Trusted Publishing? Yes
  • Uploaded via: twine/5.1.0 CPython/3.12.4

File hashes

Hashes for msastats-24.7.0-cp39-cp39-win_amd64.whl
Algorithm Hash digest
SHA256 234c462cbeea85c1740e860f668ce92f7c5967ab728bf316aa827b0cf491c66f
MD5 e9fd432da7c93b45c397fdfe07b9b914
BLAKE2b-256 cf9f2611da99eac3984d325d08d40b885aaba28b835cfd307e507d69c3626048

See more details on using hashes here.

File details

Details for the file msastats-24.7.0-cp39-cp39-musllinux_1_1_x86_64.whl.

File metadata

File hashes

Hashes for msastats-24.7.0-cp39-cp39-musllinux_1_1_x86_64.whl
Algorithm Hash digest
SHA256 b9dcafb485a75bc1caac4601e7edf5a1262875a0f95aff70960494f130c57dec
MD5 3d6e58a163e0dd5526dcb46cd5ccf9b1
BLAKE2b-256 a93236ab5fbe08241486f12d0ae38c5402977ba3010d69aa8292b7d82502ce67

See more details on using hashes here.

File details

Details for the file msastats-24.7.0-cp39-cp39-manylinux_2_17_x86_64.manylinux2014_x86_64.whl.

File metadata

File hashes

Hashes for msastats-24.7.0-cp39-cp39-manylinux_2_17_x86_64.manylinux2014_x86_64.whl
Algorithm Hash digest
SHA256 6533064eeecad2681bd99353dfe520aff8e7913216e1a91c5965d64a6e4da953
MD5 b8c302deb7306f864fa48a9350aa3f0e
BLAKE2b-256 d619ff410af9a5b9d2b5ae59bafcbde363f2cc645c57e5df127c178d2a3feba0

See more details on using hashes here.

File details

Details for the file msastats-24.7.0-cp39-cp39-macosx_11_0_arm64.whl.

File metadata

File hashes

Hashes for msastats-24.7.0-cp39-cp39-macosx_11_0_arm64.whl
Algorithm Hash digest
SHA256 e501b1dad4797d7ba0a303cc1299a67530aa32ef331c2fc798daffc908dc6514
MD5 f8f18547ad71349feb5bce145e1cb79f
BLAKE2b-256 00f3aa85c0f505193b833ec55ba4981375ccd08d83cf87cb026c2ea4b86db3c5

See more details on using hashes here.

File details

Details for the file msastats-24.7.0-cp39-cp39-macosx_10_9_x86_64.whl.

File metadata

File hashes

Hashes for msastats-24.7.0-cp39-cp39-macosx_10_9_x86_64.whl
Algorithm Hash digest
SHA256 26bdf2a20034d80dc0a33b7cc9c5fd932342c62f05cd31184d17eb0e2346a712
MD5 5521068a5292e6a6f57b2bb2e0d932dd
BLAKE2b-256 2d0794a4a71d580f3718062205cc9f95dd95679d476c5f749d0f2d0f39373c6f

See more details on using hashes here.

File details

Details for the file msastats-24.7.0-cp38-cp38-win_amd64.whl.

File metadata

  • Download URL: msastats-24.7.0-cp38-cp38-win_amd64.whl
  • Upload date:
  • Size: 66.6 kB
  • Tags: CPython 3.8, Windows x86-64
  • Uploaded using Trusted Publishing? Yes
  • Uploaded via: twine/5.1.0 CPython/3.12.4

File hashes

Hashes for msastats-24.7.0-cp38-cp38-win_amd64.whl
Algorithm Hash digest
SHA256 d68573f750554a97520f276ee3c89415888e18a36eec6b967745d9015d2e9c1c
MD5 552a49bbd16816ed7ab21a2b2192c32b
BLAKE2b-256 c685295170b2a956224180d70286b28b577107527f7c0c02af0b9446073e56d7

See more details on using hashes here.

File details

Details for the file msastats-24.7.0-cp38-cp38-musllinux_1_1_x86_64.whl.

File metadata

File hashes

Hashes for msastats-24.7.0-cp38-cp38-musllinux_1_1_x86_64.whl
Algorithm Hash digest
SHA256 bd7f434b40677b380cbe5c6550de2d6f88709858f3029f0bb42cc6371dda30d0
MD5 02515805dd06f3bc658023d02336a9aa
BLAKE2b-256 3894da0d94ee10e50a0ee77058c93209b71591815d65f8909b71088644856002

See more details on using hashes here.

File details

Details for the file msastats-24.7.0-cp38-cp38-manylinux_2_17_x86_64.manylinux2014_x86_64.whl.

File metadata

File hashes

Hashes for msastats-24.7.0-cp38-cp38-manylinux_2_17_x86_64.manylinux2014_x86_64.whl
Algorithm Hash digest
SHA256 ff236be01b8ebc6a80231a2af9d27cb0d00d9f5c076478b2e056079a470be898
MD5 5c9271457f91110d3979fb09ec826e06
BLAKE2b-256 e9e12a3d314977c13cb17cf482b41d2708dfda43f3371328ca43563dbd8660d1

See more details on using hashes here.

File details

Details for the file msastats-24.7.0-cp38-cp38-macosx_11_0_arm64.whl.

File metadata

File hashes

Hashes for msastats-24.7.0-cp38-cp38-macosx_11_0_arm64.whl
Algorithm Hash digest
SHA256 d36552f3db2ab4c7363f2e98e36adea108d2e2c2da87821d1849b097d6365448
MD5 5ce49467df70bd5cd6a4f721cdb753ad
BLAKE2b-256 3f04b644f8d1026c9424148eaab076b628eba04e115cea04a15fe105b6fbebcf

See more details on using hashes here.

File details

Details for the file msastats-24.7.0-cp38-cp38-macosx_10_9_x86_64.whl.

File metadata

File hashes

Hashes for msastats-24.7.0-cp38-cp38-macosx_10_9_x86_64.whl
Algorithm Hash digest
SHA256 816b1776044db733766c9affaf449165355be1eecfeb772648950743674446f2
MD5 8e9a8d01dfe3b1553300eb79b3e78ec4
BLAKE2b-256 c54a5c14995a290104a6efefdfb410dea0096e395d51ec81e656a2b22322ebe9

See more details on using hashes here.

File details

Details for the file msastats-24.7.0-cp37-cp37m-win_amd64.whl.

File metadata

  • Download URL: msastats-24.7.0-cp37-cp37m-win_amd64.whl
  • Upload date:
  • Size: 67.2 kB
  • Tags: CPython 3.7m, Windows x86-64
  • Uploaded using Trusted Publishing? Yes
  • Uploaded via: twine/5.1.0 CPython/3.12.4

File hashes

Hashes for msastats-24.7.0-cp37-cp37m-win_amd64.whl
Algorithm Hash digest
SHA256 d9d00c25c824b2b7fbda762c74f20d5785794b422d0ef3c7f8072360fc34ce6f
MD5 2bfe5846c358d31b0504bf3987a050f5
BLAKE2b-256 dd17f777628be6775f3c13c7243473d110ea9e9a118ae356d7c3f75079175739

See more details on using hashes here.

File details

Details for the file msastats-24.7.0-cp37-cp37m-musllinux_1_1_x86_64.whl.

File metadata

File hashes

Hashes for msastats-24.7.0-cp37-cp37m-musllinux_1_1_x86_64.whl
Algorithm Hash digest
SHA256 ec1ab4138ad732a987799ca2a00146cc049f2bbab5d79554e1887de404833258
MD5 b6a641f4fe1d049f4b1bc959590b07a6
BLAKE2b-256 fa82b070367742175162e639cd8739558c895c51a3b0d1d77924e159509c5cbe

See more details on using hashes here.

File details

Details for the file msastats-24.7.0-cp37-cp37m-manylinux_2_17_x86_64.manylinux2014_x86_64.whl.

File metadata

File hashes

Hashes for msastats-24.7.0-cp37-cp37m-manylinux_2_17_x86_64.manylinux2014_x86_64.whl
Algorithm Hash digest
SHA256 c4d10ab81bc429bcc79bf9975da24fc746e6b0ad5fc2b8da3a8275059c4bbd73
MD5 93aa27815a82ef9a3fd4175c35b78d14
BLAKE2b-256 7a5a747274f2994429f8a8283a11595af67632b2f47718cb19329286b72f17c2

See more details on using hashes here.

File details

Details for the file msastats-24.7.0-cp37-cp37m-macosx_10_9_x86_64.whl.

File metadata

File hashes

Hashes for msastats-24.7.0-cp37-cp37m-macosx_10_9_x86_64.whl
Algorithm Hash digest
SHA256 f4a119061742baae62c6fcdcaaf8f18db852afbf0e6bc26a0bf4eccb4aeffb7a
MD5 19f5f8089cdaddc6bab2bc0c6074d0ee
BLAKE2b-256 c8c0ada8c45799fa11960f67937abd166233e826560ac2fee4225b24af3caf7b

See more details on using hashes here.

Supported by

AWS Cloud computing and Security Sponsor Datadog Monitoring Depot Continuous Integration Fastly CDN Google Download Analytics Pingdom Monitoring Sentry Error logging StatusPage Status page