A fast MSA simulator
Project description
Sailfish
Sailfish is a performant multiple sequence alignment(MSA) simulator, written in C++ and Python, allowing for quick and easy generation of large simulated datasets.
Project goals
- Ease of use
- Speed
- Modularity
Installation
pip install msasim
Example
from msasim import sailfish as sim
from msasim.sailfish import MODEL_CODES, ZipfDistribution
ROOT_SEQUENCE_LENGTH = 100
sim_protocol = sim.SimProtocol("(A:0.5,B:0.5);",
deletion_rate=0.01,
insertion_rate=0.01,
deletion_dist=ZipfDistribution(1.08, 50),
insertion_dist=ZipfDistribution(1.08, 50),
seed=50)
sim_protocol.set_sequence_size(ROOT_SEQUENCE_LENGTH)
simulation = sim.Simulator(sim_protocol, simulation_type=sim.SIMULATION_TYPE.PROTEIN)
simulation.set_replacement_model(model=MODEL_CODES.WAG,
gamma_parameters_alpha=1.0,
gamma_parameters_catergories=4)
msa = simulation()
msa.print_msa()
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
Built Distributions
Filter files by name, interpreter, ABI, and platform.
If you're not sure about the file name format, learn more about wheel file names.
Copy a direct link to the current filters
File details
Details for the file msasim-24.8.0.tar.gz.
File metadata
- Download URL: msasim-24.8.0.tar.gz
- Upload date:
- Size: 17.8 kB
- Tags: Source
- Uploaded using Trusted Publishing? Yes
- Uploaded via: twine/5.1.0 CPython/3.12.4
File hashes
| Algorithm | Hash digest | |
|---|---|---|
| SHA256 |
d14bbe7b4e18140ca7ed1e81ff51ab6831f07b6a21a11b9076974f11f65afbed
|
|
| MD5 |
7971ca5757df9859c633ac530d43ade8
|
|
| BLAKE2b-256 |
badb8a462121d870450e6a374e935bf74dd85691b80360f6bd303c94da1fb57e
|
File details
Details for the file msasim-24.8.0-cp312-cp312-win_amd64.whl.
File metadata
- Download URL: msasim-24.8.0-cp312-cp312-win_amd64.whl
- Upload date:
- Size: 243.2 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
| Algorithm | Hash digest | |
|---|---|---|
| SHA256 |
a4464660f238db067f7bdd30b26eec991dad290718758d42b1481d1ec955c023
|
|
| MD5 |
b63481a0de1e762a9864d4aa5c5fecf6
|
|
| BLAKE2b-256 |
facc58fae3e9c22c29537fbc0aa82698bcff3aa90621bbc2a78790ec2f4a6fdd
|
File details
Details for the file msasim-24.8.0-cp312-cp312-musllinux_1_2_x86_64.whl.
File metadata
- Download URL: msasim-24.8.0-cp312-cp312-musllinux_1_2_x86_64.whl
- Upload date:
- Size: 1.4 MB
- Tags: CPython 3.12, musllinux: musl 1.2+ x86-64
- Uploaded using Trusted Publishing? Yes
- Uploaded via: twine/5.1.0 CPython/3.12.4
File hashes
| Algorithm | Hash digest | |
|---|---|---|
| SHA256 |
9ce67cb4357cf04eb84e57cba345d1a54c840565bd983ab72f0fc8bdaa1abb95
|
|
| MD5 |
91eb72d860b81f4c2ba0570ad8082169
|
|
| BLAKE2b-256 |
a74c00c4c6792b98590897df9e4ac13aec6cce35b55a5144bddcad5df836c284
|
File details
Details for the file msasim-24.8.0-cp312-cp312-manylinux_2_17_x86_64.manylinux2014_x86_64.whl.
File metadata
- Download URL: msasim-24.8.0-cp312-cp312-manylinux_2_17_x86_64.manylinux2014_x86_64.whl
- Upload date:
- Size: 443.4 kB
- Tags: CPython 3.12, manylinux: glibc 2.17+ x86-64
- Uploaded using Trusted Publishing? Yes
- Uploaded via: twine/5.1.0 CPython/3.12.4
File hashes
| Algorithm | Hash digest | |
|---|---|---|
| SHA256 |
33dbac15248bb3ed44fbf625e2004458c2f5ed4a9ad311cadc98dbb13e422516
|
|
| MD5 |
92e667f6a3e1854eb2e9ecf664c1a44d
|
|
| BLAKE2b-256 |
88e76237845fcf5fb3e51cfaf6c049e86211996fb0a9606055e7ab39cffb4a62
|
File details
Details for the file msasim-24.8.0-cp312-cp312-macosx_11_0_arm64.whl.
File metadata
- Download URL: msasim-24.8.0-cp312-cp312-macosx_11_0_arm64.whl
- Upload date:
- Size: 353.4 kB
- Tags: CPython 3.12, macOS 11.0+ ARM64
- Uploaded using Trusted Publishing? Yes
- Uploaded via: twine/5.1.0 CPython/3.12.4
File hashes
| Algorithm | Hash digest | |
|---|---|---|
| SHA256 |
2598219174b82f7caedfea9454744d56cce1dbc4f8ef995a8b00af5d9c73c4d1
|
|
| MD5 |
0625dda408916e56375af3687a948a2e
|
|
| BLAKE2b-256 |
94f5c873acb08a47c7c5ac3c0f0a952ea89ec2a36c3030e4854d44467aa33a87
|
File details
Details for the file msasim-24.8.0-cp312-cp312-macosx_10_9_x86_64.whl.
File metadata
- Download URL: msasim-24.8.0-cp312-cp312-macosx_10_9_x86_64.whl
- Upload date:
- Size: 388.5 kB
- Tags: CPython 3.12, macOS 10.9+ x86-64
- Uploaded using Trusted Publishing? Yes
- Uploaded via: twine/5.1.0 CPython/3.12.4
File hashes
| Algorithm | Hash digest | |
|---|---|---|
| SHA256 |
33c9fe720a07a3eee8949d9387f7f2e14863a733b7acbdb2c4267364b191cc7f
|
|
| MD5 |
5fb7f669979390f7037d5b5d8ada54cb
|
|
| BLAKE2b-256 |
41574b9b01d14ff612a4834176fb16892eace70b18c121db288b612c4cceb886
|
File details
Details for the file msasim-24.8.0-cp311-cp311-win_amd64.whl.
File metadata
- Download URL: msasim-24.8.0-cp311-cp311-win_amd64.whl
- Upload date:
- Size: 242.9 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
| Algorithm | Hash digest | |
|---|---|---|
| SHA256 |
534968981df3966ec90c263189f6267fe17b0f7d812d0e4878ddba118782168d
|
|
| MD5 |
b8e200035aa34ecb6972a1eef57e9b8b
|
|
| BLAKE2b-256 |
2fe30900300622f2b3aeae1d328ecf16b14280e536f5fc7edb12df78668dfad0
|
File details
Details for the file msasim-24.8.0-cp311-cp311-musllinux_1_2_x86_64.whl.
File metadata
- Download URL: msasim-24.8.0-cp311-cp311-musllinux_1_2_x86_64.whl
- Upload date:
- Size: 1.4 MB
- Tags: CPython 3.11, musllinux: musl 1.2+ x86-64
- Uploaded using Trusted Publishing? Yes
- Uploaded via: twine/5.1.0 CPython/3.12.4
File hashes
| Algorithm | Hash digest | |
|---|---|---|
| SHA256 |
3d22dc6cd28f1294f2275c83f0606447476def6f139b13ba19d1a27cf5e49a37
|
|
| MD5 |
18be67af9874c92d02675685486d564c
|
|
| BLAKE2b-256 |
bc757dfde8eb29e923b75b43f417e98ea0fd5c91e047ddd151664b95b4cc8f8a
|
File details
Details for the file msasim-24.8.0-cp311-cp311-manylinux_2_17_x86_64.manylinux2014_x86_64.whl.
File metadata
- Download URL: msasim-24.8.0-cp311-cp311-manylinux_2_17_x86_64.manylinux2014_x86_64.whl
- Upload date:
- Size: 444.8 kB
- Tags: CPython 3.11, manylinux: glibc 2.17+ x86-64
- Uploaded using Trusted Publishing? Yes
- Uploaded via: twine/5.1.0 CPython/3.12.4
File hashes
| Algorithm | Hash digest | |
|---|---|---|
| SHA256 |
d5875c3381adeb0e01b6799f9eb9c2580d4ff4c2fba777128b7a49c720aea72c
|
|
| MD5 |
2599c25b18c4302a32443c07b57a843c
|
|
| BLAKE2b-256 |
37bb4196340951abcfdc5394c880ca94b8a4edd527350c19d5283085822f0223
|
File details
Details for the file msasim-24.8.0-cp311-cp311-macosx_11_0_arm64.whl.
File metadata
- Download URL: msasim-24.8.0-cp311-cp311-macosx_11_0_arm64.whl
- Upload date:
- Size: 353.7 kB
- Tags: CPython 3.11, macOS 11.0+ ARM64
- Uploaded using Trusted Publishing? Yes
- Uploaded via: twine/5.1.0 CPython/3.12.4
File hashes
| Algorithm | Hash digest | |
|---|---|---|
| SHA256 |
59d86ece7aa92916b518c176468e039535554faddf941763a840774b89e5cd7a
|
|
| MD5 |
4842b2e68841d65adedb9c82f5c95bed
|
|
| BLAKE2b-256 |
9bd1e8f222f271df65cfc45e5f8552c8184a82065ec7ebb6d5883891f125ec7e
|
File details
Details for the file msasim-24.8.0-cp311-cp311-macosx_10_9_x86_64.whl.
File metadata
- Download URL: msasim-24.8.0-cp311-cp311-macosx_10_9_x86_64.whl
- Upload date:
- Size: 387.2 kB
- Tags: CPython 3.11, macOS 10.9+ x86-64
- Uploaded using Trusted Publishing? Yes
- Uploaded via: twine/5.1.0 CPython/3.12.4
File hashes
| Algorithm | Hash digest | |
|---|---|---|
| SHA256 |
0c2cb8a1b976f96e369ab23d06590ce135fea47e9e872f1014cf1c0c4aed0a40
|
|
| MD5 |
05f44f14aa544b8aac83f082e20c04c0
|
|
| BLAKE2b-256 |
5b97d085955046fe724b3ec30c8b5d78c45159169d8b2201dd107f4e4f5bce51
|
File details
Details for the file msasim-24.8.0-cp310-cp310-win_amd64.whl.
File metadata
- Download URL: msasim-24.8.0-cp310-cp310-win_amd64.whl
- Upload date:
- Size: 242.0 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
| Algorithm | Hash digest | |
|---|---|---|
| SHA256 |
e3658a3151686853650720c0758e2cba59b463b4407a21f70df69a8d8f33b623
|
|
| MD5 |
54e1a9e537c6be24c3fd8c3984d45de4
|
|
| BLAKE2b-256 |
e2a7910ed3d1caf76c16c2ae45ec261e99e48b86f0a42141a05f2e3098a8544e
|
File details
Details for the file msasim-24.8.0-cp310-cp310-musllinux_1_2_x86_64.whl.
File metadata
- Download URL: msasim-24.8.0-cp310-cp310-musllinux_1_2_x86_64.whl
- Upload date:
- Size: 1.4 MB
- Tags: CPython 3.10, musllinux: musl 1.2+ x86-64
- Uploaded using Trusted Publishing? Yes
- Uploaded via: twine/5.1.0 CPython/3.12.4
File hashes
| Algorithm | Hash digest | |
|---|---|---|
| SHA256 |
f87856660f79858a8095759588fb8a25491edce06a3ce22802086990ac8733c2
|
|
| MD5 |
18249e223633b1d43e3a57568d1a50bf
|
|
| BLAKE2b-256 |
2541060ac081dd795b7850d14575808cb9340ef9898c758417988ff67b0531c7
|
File details
Details for the file msasim-24.8.0-cp310-cp310-manylinux_2_17_x86_64.manylinux2014_x86_64.whl.
File metadata
- Download URL: msasim-24.8.0-cp310-cp310-manylinux_2_17_x86_64.manylinux2014_x86_64.whl
- Upload date:
- Size: 442.8 kB
- Tags: CPython 3.10, manylinux: glibc 2.17+ x86-64
- Uploaded using Trusted Publishing? Yes
- Uploaded via: twine/5.1.0 CPython/3.12.4
File hashes
| Algorithm | Hash digest | |
|---|---|---|
| SHA256 |
d066917ab71a5f81e8f875eb22668649694a4a34fe38f7e83358c061945d9e13
|
|
| MD5 |
6a9a6368237c0cd648899c696cbf159c
|
|
| BLAKE2b-256 |
2453566a85495773d4a3bfa515bb12f58340bc774f2a8a9f65f5041821d19765
|
File details
Details for the file msasim-24.8.0-cp310-cp310-macosx_11_0_arm64.whl.
File metadata
- Download URL: msasim-24.8.0-cp310-cp310-macosx_11_0_arm64.whl
- Upload date:
- Size: 352.4 kB
- Tags: CPython 3.10, macOS 11.0+ ARM64
- Uploaded using Trusted Publishing? Yes
- Uploaded via: twine/5.1.0 CPython/3.12.4
File hashes
| Algorithm | Hash digest | |
|---|---|---|
| SHA256 |
a87dba4c4fae0cfe002bf0b8011c92ae4edd089fbda622157a0c833134659ebf
|
|
| MD5 |
2ea92898210de5c9c611876976ff54af
|
|
| BLAKE2b-256 |
85f6b15d17ff712b1b85d00e5a76197746cb09c64980bd2cc8a34e4b6137dade
|
File details
Details for the file msasim-24.8.0-cp310-cp310-macosx_10_9_x86_64.whl.
File metadata
- Download URL: msasim-24.8.0-cp310-cp310-macosx_10_9_x86_64.whl
- Upload date:
- Size: 385.6 kB
- Tags: CPython 3.10, macOS 10.9+ x86-64
- Uploaded using Trusted Publishing? Yes
- Uploaded via: twine/5.1.0 CPython/3.12.4
File hashes
| Algorithm | Hash digest | |
|---|---|---|
| SHA256 |
9664282eb4ada094fde64535980a05f5a14b045e85837bd2731d6b9e6ca2b3a9
|
|
| MD5 |
ef0601af93b9ad6505801084822b1d37
|
|
| BLAKE2b-256 |
950378223e991d378674b1cfd63f3ff841051650dd10c821178abaed378c1ce0
|
File details
Details for the file msasim-24.8.0-cp39-cp39-win_amd64.whl.
File metadata
- Download URL: msasim-24.8.0-cp39-cp39-win_amd64.whl
- Upload date:
- Size: 238.4 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
| Algorithm | Hash digest | |
|---|---|---|
| SHA256 |
44eee71afbc07029b4449ea3dcc0b9e08efea62129c20b821c819cda4ce62d45
|
|
| MD5 |
84f6acce339fa4701c4aef419ca83afb
|
|
| BLAKE2b-256 |
d170abee934d2266ec1a263ce502b9e18bc1fc9876022fa0a85690db9352d8c3
|
File details
Details for the file msasim-24.8.0-cp39-cp39-musllinux_1_2_x86_64.whl.
File metadata
- Download URL: msasim-24.8.0-cp39-cp39-musllinux_1_2_x86_64.whl
- Upload date:
- Size: 1.4 MB
- Tags: CPython 3.9, musllinux: musl 1.2+ x86-64
- Uploaded using Trusted Publishing? Yes
- Uploaded via: twine/5.1.0 CPython/3.12.4
File hashes
| Algorithm | Hash digest | |
|---|---|---|
| SHA256 |
162a16348e673f12fc493c6cf604182fe45ce0b96bfdcbee7ce8e27afee261a8
|
|
| MD5 |
c79681a9a48a6c28221846df749e623f
|
|
| BLAKE2b-256 |
341eb48b522cf706c4a385256584861cf7d4991bb1cf8d2c32d3951254251c1f
|
File details
Details for the file msasim-24.8.0-cp39-cp39-manylinux_2_17_x86_64.manylinux2014_x86_64.whl.
File metadata
- Download URL: msasim-24.8.0-cp39-cp39-manylinux_2_17_x86_64.manylinux2014_x86_64.whl
- Upload date:
- Size: 443.0 kB
- Tags: CPython 3.9, manylinux: glibc 2.17+ x86-64
- Uploaded using Trusted Publishing? Yes
- Uploaded via: twine/5.1.0 CPython/3.12.4
File hashes
| Algorithm | Hash digest | |
|---|---|---|
| SHA256 |
d82832c52687f2efba9fd1422be267c87a2fb7f2ae192a4452d51ec036ac5f3a
|
|
| MD5 |
0887d5bb5eb2ffbb5aa30677d699bd89
|
|
| BLAKE2b-256 |
33eb151004be637bacd2423075c9f675f46ddfc41a8ceff912fd72572468e31d
|
File details
Details for the file msasim-24.8.0-cp39-cp39-macosx_11_0_arm64.whl.
File metadata
- Download URL: msasim-24.8.0-cp39-cp39-macosx_11_0_arm64.whl
- Upload date:
- Size: 352.5 kB
- Tags: CPython 3.9, macOS 11.0+ ARM64
- Uploaded using Trusted Publishing? Yes
- Uploaded via: twine/5.1.0 CPython/3.12.4
File hashes
| Algorithm | Hash digest | |
|---|---|---|
| SHA256 |
b1fe66b4947b0e0759e8cba4657bdf7bfe351d6aa3c2091401bd2d334ec177c5
|
|
| MD5 |
3d55202bc1400755e0764bed75ab6034
|
|
| BLAKE2b-256 |
484560699091b3751b675b1115e9b1c72c5e25c023321803169ec4f95cfa61fd
|
File details
Details for the file msasim-24.8.0-cp39-cp39-macosx_10_9_x86_64.whl.
File metadata
- Download URL: msasim-24.8.0-cp39-cp39-macosx_10_9_x86_64.whl
- Upload date:
- Size: 385.7 kB
- Tags: CPython 3.9, macOS 10.9+ x86-64
- Uploaded using Trusted Publishing? Yes
- Uploaded via: twine/5.1.0 CPython/3.12.4
File hashes
| Algorithm | Hash digest | |
|---|---|---|
| SHA256 |
1e0ad6bb3743e41270008f71077892ba5ef8ff44513280dd7b8c9dafa3f02265
|
|
| MD5 |
264d7a53c51866869d17cf5b214e5de8
|
|
| BLAKE2b-256 |
f934424b7374b98b88aee17fff070b77179879d32e92cf466445ad430bbfaf9c
|
File details
Details for the file msasim-24.8.0-cp38-cp38-win_amd64.whl.
File metadata
- Download URL: msasim-24.8.0-cp38-cp38-win_amd64.whl
- Upload date:
- Size: 241.8 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
| Algorithm | Hash digest | |
|---|---|---|
| SHA256 |
5fbffb842e499e2cd9e4aacdd332b74bf5e81c24bbd0578421db9de1d7c38c13
|
|
| MD5 |
5f7928a5231d928f9d60200c90901821
|
|
| BLAKE2b-256 |
f51724a0e9da49701ab147fe4a7edc91f1a5aadd3c4459a8da16f2bc9dbbd978
|
File details
Details for the file msasim-24.8.0-cp38-cp38-musllinux_1_2_x86_64.whl.
File metadata
- Download URL: msasim-24.8.0-cp38-cp38-musllinux_1_2_x86_64.whl
- Upload date:
- Size: 1.4 MB
- Tags: CPython 3.8, musllinux: musl 1.2+ x86-64
- Uploaded using Trusted Publishing? Yes
- Uploaded via: twine/5.1.0 CPython/3.12.4
File hashes
| Algorithm | Hash digest | |
|---|---|---|
| SHA256 |
b2f8fa9ef3825f7a65d1909f7682bceec0d97cd384171eeb8dbfe7deaa98f6d5
|
|
| MD5 |
98c73b15a93bf42114daa8b883421e9b
|
|
| BLAKE2b-256 |
edb9f957166fce09374496989786bfd630efb673f7595f51b6a0825f779aaa9e
|
File details
Details for the file msasim-24.8.0-cp38-cp38-manylinux_2_17_x86_64.manylinux2014_x86_64.whl.
File metadata
- Download URL: msasim-24.8.0-cp38-cp38-manylinux_2_17_x86_64.manylinux2014_x86_64.whl
- Upload date:
- Size: 442.8 kB
- Tags: CPython 3.8, manylinux: glibc 2.17+ x86-64
- Uploaded using Trusted Publishing? Yes
- Uploaded via: twine/5.1.0 CPython/3.12.4
File hashes
| Algorithm | Hash digest | |
|---|---|---|
| SHA256 |
37b71e5fac31d9565976f1844b3a246704986747278a94f1141984c582c357c4
|
|
| MD5 |
d9b3c0ae79662081ea08efde3a7ba500
|
|
| BLAKE2b-256 |
b0796afc87324fc4b35484076c3661139a49368d4833e2afbc1311d03d194c4b
|
File details
Details for the file msasim-24.8.0-cp38-cp38-macosx_11_0_arm64.whl.
File metadata
- Download URL: msasim-24.8.0-cp38-cp38-macosx_11_0_arm64.whl
- Upload date:
- Size: 352.1 kB
- Tags: CPython 3.8, macOS 11.0+ ARM64
- Uploaded using Trusted Publishing? Yes
- Uploaded via: twine/5.1.0 CPython/3.12.4
File hashes
| Algorithm | Hash digest | |
|---|---|---|
| SHA256 |
756228aaf0495d2e78b58f06848f86e5c74a51ce627acd496f239b7e7f8591f4
|
|
| MD5 |
e8ae956b4d32d113b87a332c689f6fb0
|
|
| BLAKE2b-256 |
8884ece642e2d524bdf9fa35b55fb392f7acef653946acdb9952bad53ef3397e
|
File details
Details for the file msasim-24.8.0-cp38-cp38-macosx_10_9_x86_64.whl.
File metadata
- Download URL: msasim-24.8.0-cp38-cp38-macosx_10_9_x86_64.whl
- Upload date:
- Size: 385.5 kB
- Tags: CPython 3.8, macOS 10.9+ x86-64
- Uploaded using Trusted Publishing? Yes
- Uploaded via: twine/5.1.0 CPython/3.12.4
File hashes
| Algorithm | Hash digest | |
|---|---|---|
| SHA256 |
c9fc3c5197848b0a064723cfd60b7459ffb6e59ad953c881312c4bfe16933ee0
|
|
| MD5 |
8b62733d26d28638c03ba90e061d5987
|
|
| BLAKE2b-256 |
ff74c40769e279e64a9d44d2279d77c28ef61767a1ab7bdcf81c83679ed72c60
|
File details
Details for the file msasim-24.8.0-cp37-cp37m-win_amd64.whl.
File metadata
- Download URL: msasim-24.8.0-cp37-cp37m-win_amd64.whl
- Upload date:
- Size: 242.0 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
| Algorithm | Hash digest | |
|---|---|---|
| SHA256 |
b123224fc1ac75693a9607cf9f733d9c33e0654a87642bc686cf2943913ac177
|
|
| MD5 |
529b4d5498dec99cb5c65650b60f85b0
|
|
| BLAKE2b-256 |
8079ea4e375887ebe7b5d8fa940513392245ad332446de11e17a1e35045ad360
|
File details
Details for the file msasim-24.8.0-cp37-cp37m-musllinux_1_2_x86_64.whl.
File metadata
- Download URL: msasim-24.8.0-cp37-cp37m-musllinux_1_2_x86_64.whl
- Upload date:
- Size: 1.4 MB
- Tags: CPython 3.7m, musllinux: musl 1.2+ x86-64
- Uploaded using Trusted Publishing? Yes
- Uploaded via: twine/5.1.0 CPython/3.12.4
File hashes
| Algorithm | Hash digest | |
|---|---|---|
| SHA256 |
ce1717bb00e58c10b90adb8e198edd41a9ac0475012f7b6198f32b8263de212a
|
|
| MD5 |
de511c49071d8b8268ca28b8dda115d0
|
|
| BLAKE2b-256 |
fa829a19e973b0242c5fa78c8a50bf09df473c920b8ca08b019ff2d531e08a47
|
File details
Details for the file msasim-24.8.0-cp37-cp37m-manylinux_2_17_x86_64.manylinux2014_x86_64.whl.
File metadata
- Download URL: msasim-24.8.0-cp37-cp37m-manylinux_2_17_x86_64.manylinux2014_x86_64.whl
- Upload date:
- Size: 444.9 kB
- Tags: CPython 3.7m, manylinux: glibc 2.17+ x86-64
- Uploaded using Trusted Publishing? Yes
- Uploaded via: twine/5.1.0 CPython/3.12.4
File hashes
| Algorithm | Hash digest | |
|---|---|---|
| SHA256 |
96964b730d574cf4fa57b0c814bbc6bf2e08514ed6fd77f7079ad04116700ddb
|
|
| MD5 |
a439c5cd103671908e31af65adef0c5a
|
|
| BLAKE2b-256 |
83dd5055f73b55c824d3f850d6e0c0ac2fe8061c919c8a7c6eefa24ef9b6f05c
|
File details
Details for the file msasim-24.8.0-cp37-cp37m-macosx_10_9_x86_64.whl.
File metadata
- Download URL: msasim-24.8.0-cp37-cp37m-macosx_10_9_x86_64.whl
- Upload date:
- Size: 383.2 kB
- Tags: CPython 3.7m, macOS 10.9+ x86-64
- Uploaded using Trusted Publishing? Yes
- Uploaded via: twine/5.1.0 CPython/3.12.4
File hashes
| Algorithm | Hash digest | |
|---|---|---|
| SHA256 |
0e71958f4c8dfa31d5329892b8c12da0d4d8b3f450bb66af65d12968d6dee46a
|
|
| MD5 |
377f17df9afb5b0b41df69010759a89e
|
|
| BLAKE2b-256 |
7a0fc5277fe97b1de38b4a82990500cb43681a4519ce6b15b4a9d706709136d9
|
File details
Details for the file msasim-24.8.0-cp36-cp36m-win_amd64.whl.
File metadata
- Download URL: msasim-24.8.0-cp36-cp36m-win_amd64.whl
- Upload date:
- Size: 243.2 kB
- Tags: CPython 3.6m, Windows x86-64
- Uploaded using Trusted Publishing? Yes
- Uploaded via: twine/5.1.0 CPython/3.12.4
File hashes
| Algorithm | Hash digest | |
|---|---|---|
| SHA256 |
3dc2482343e35e9328b64f6f627bc1adf8812e7a9f26016e5c7e75f5851ba05f
|
|
| MD5 |
1d0ea692b582fea75b30dbf8f6865607
|
|
| BLAKE2b-256 |
7f9311c5574eea8dce9b9074a655ab3e11f8cb6e97deba4baa6b7577bb210b96
|
File details
Details for the file msasim-24.8.0-cp36-cp36m-musllinux_1_2_x86_64.whl.
File metadata
- Download URL: msasim-24.8.0-cp36-cp36m-musllinux_1_2_x86_64.whl
- Upload date:
- Size: 1.4 MB
- Tags: CPython 3.6m, musllinux: musl 1.2+ x86-64
- Uploaded using Trusted Publishing? Yes
- Uploaded via: twine/5.1.0 CPython/3.12.4
File hashes
| Algorithm | Hash digest | |
|---|---|---|
| SHA256 |
2e8a8519ef83d74c11231b1c39c8dcd6f6ce5f5fea470da8054bff1399d08a7c
|
|
| MD5 |
1926b42a26643d7343d97dbfeb4ca9c7
|
|
| BLAKE2b-256 |
383c836ea98faf9d4e13c73a7ee799bd37e2813cc3869a96e5022855919d4311
|
File details
Details for the file msasim-24.8.0-cp36-cp36m-manylinux_2_17_x86_64.manylinux2014_x86_64.whl.
File metadata
- Download URL: msasim-24.8.0-cp36-cp36m-manylinux_2_17_x86_64.manylinux2014_x86_64.whl
- Upload date:
- Size: 444.5 kB
- Tags: CPython 3.6m, manylinux: glibc 2.17+ x86-64
- Uploaded using Trusted Publishing? Yes
- Uploaded via: twine/5.1.0 CPython/3.12.4
File hashes
| Algorithm | Hash digest | |
|---|---|---|
| SHA256 |
cc853b61a7fb7a069e2e60c18228971cb63bf0b0473c5f3ec41f833bd7712b09
|
|
| MD5 |
b9be7a653a7601ab730d790e11fd1751
|
|
| BLAKE2b-256 |
a3b6e066582a1a0bb512b6ed060a5ef57a2a54c488e62bb87b3e0112124e06cc
|
File details
Details for the file msasim-24.8.0-cp36-cp36m-macosx_10_9_x86_64.whl.
File metadata
- Download URL: msasim-24.8.0-cp36-cp36m-macosx_10_9_x86_64.whl
- Upload date:
- Size: 382.6 kB
- Tags: CPython 3.6m, macOS 10.9+ x86-64
- Uploaded using Trusted Publishing? Yes
- Uploaded via: twine/5.1.0 CPython/3.12.4
File hashes
| Algorithm | Hash digest | |
|---|---|---|
| SHA256 |
04bc3187e57e543c16a6a30597b1c3ca77c32a15d9403064b7507a158e4e08a8
|
|
| MD5 |
d2823b3d9a4425ca93f52e255a8b75bd
|
|
| BLAKE2b-256 |
4e6ab6515c9007c20025f659a289837ae1fa52f3b0b015d4e0e17f00479b755f
|