A fast MSA simulator

Navigation

Verified details

These details have been verified by PyPI
Project links
GitHub Statistics
Maintainers
Avatar for elyawy from gravatar.com elyawy

Unverified details

These details have not been verified by PyPI
Meta
  • Author: Elya Wygoda
  • Requires: Python >=3.6
  • Provides-Extra: test
Report project as malware

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

Verified details

These details have been verified by PyPI
Project links
GitHub Statistics
Maintainers
Avatar for elyawy from gravatar.com elyawy

Unverified details

These details have not been verified by PyPI
Meta
  • Author: Elya Wygoda
  • Requires: Python >=3.6
  • Provides-Extra: test

Release history Release notifications | RSS feed

2024.5.221255 yanked

2024.5.221254 yanked

2024.5.221253 yanked

2024.5.221252 yanked

2024.5.221251 yanked

2024.5.221250 yanked

2024.5.221249 yanked

2024.5.221247 yanked

2024.5.2720 yanked

2024.5.2719 yanked

2024.5.22 yanked

26.4.2

26.4.1

26.3.30

26.2.1

25.12.1

25.11.11

25.11.10

25.11.9

25.11.8

25.11.7

25.11.6

25.11.5

25.11.4

25.11.2

25.11.1

25.10.21

25.10.15

25.9.5

25.9.4

25.9.3

This version

25.5.3

25.5.2

25.3.2

25.3.1

25.3.0

24.13.0

24.12.0

24.10.4

24.10.3

24.9.2

24.9.1

24.9.0

24.8.2

24.8.1

24.8.0

24.7.0

24.6.0

Download files

Download the file for your platform. If you're not sure which to choose, learn more about installing packages.

Source Distribution

msasim-25.5.3.tar.gz (21.0 kB view details)

Uploaded Source

Built Distributions

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

msasim-25.5.3-cp313-cp313-win_amd64.whl (271.4 kB view details)

Uploaded CPython 3.13Windows x86-64

msasim-25.5.3-cp313-cp313-musllinux_1_2_x86_64.whl (1.5 MB view details)

Uploaded CPython 3.13musllinux: musl 1.2+ x86-64

msasim-25.5.3-cp313-cp313-manylinux_2_17_x86_64.manylinux2014_x86_64.whl (621.7 kB view details)

Uploaded CPython 3.13manylinux: glibc 2.17+ x86-64

msasim-25.5.3-cp313-cp313-macosx_11_0_arm64.whl (381.4 kB view details)

Uploaded CPython 3.13macOS 11.0+ ARM64

msasim-25.5.3-cp312-cp312-win_amd64.whl (271.4 kB view details)

Uploaded CPython 3.12Windows x86-64

msasim-25.5.3-cp312-cp312-musllinux_1_2_x86_64.whl (1.5 MB view details)

Uploaded CPython 3.12musllinux: musl 1.2+ x86-64

msasim-25.5.3-cp312-cp312-manylinux_2_17_x86_64.manylinux2014_x86_64.whl (621.7 kB view details)

Uploaded CPython 3.12manylinux: glibc 2.17+ x86-64

msasim-25.5.3-cp312-cp312-macosx_11_0_arm64.whl (381.4 kB view details)

Uploaded CPython 3.12macOS 11.0+ ARM64

msasim-25.5.3-cp311-cp311-win_amd64.whl (270.8 kB view details)

Uploaded CPython 3.11Windows x86-64

msasim-25.5.3-cp311-cp311-musllinux_1_2_x86_64.whl (1.5 MB view details)

Uploaded CPython 3.11musllinux: musl 1.2+ x86-64

msasim-25.5.3-cp311-cp311-manylinux_2_17_x86_64.manylinux2014_x86_64.whl (622.6 kB view details)

Uploaded CPython 3.11manylinux: glibc 2.17+ x86-64

msasim-25.5.3-cp311-cp311-macosx_11_0_arm64.whl (380.9 kB view details)

Uploaded CPython 3.11macOS 11.0+ ARM64

msasim-25.5.3-cp310-cp310-win_amd64.whl (269.6 kB view details)

Uploaded CPython 3.10Windows x86-64

msasim-25.5.3-cp310-cp310-musllinux_1_2_x86_64.whl (1.5 MB view details)

Uploaded CPython 3.10musllinux: musl 1.2+ x86-64

msasim-25.5.3-cp310-cp310-manylinux_2_17_x86_64.manylinux2014_x86_64.whl (621.2 kB view details)

Uploaded CPython 3.10manylinux: glibc 2.17+ x86-64

msasim-25.5.3-cp310-cp310-macosx_11_0_arm64.whl (379.2 kB view details)

Uploaded CPython 3.10macOS 11.0+ ARM64

msasim-25.5.3-cp39-cp39-win_amd64.whl (265.2 kB view details)

Uploaded CPython 3.9Windows x86-64

msasim-25.5.3-cp39-cp39-musllinux_1_2_x86_64.whl (1.5 MB view details)

Uploaded CPython 3.9musllinux: musl 1.2+ x86-64

msasim-25.5.3-cp39-cp39-manylinux_2_17_x86_64.manylinux2014_x86_64.whl (621.3 kB view details)

Uploaded CPython 3.9manylinux: glibc 2.17+ x86-64

msasim-25.5.3-cp39-cp39-macosx_11_0_arm64.whl (379.3 kB view details)

Uploaded CPython 3.9macOS 11.0+ ARM64

msasim-25.5.3-cp38-cp38-win_amd64.whl (269.5 kB view details)

Uploaded CPython 3.8Windows x86-64

msasim-25.5.3-cp38-cp38-musllinux_1_2_x86_64.whl (1.5 MB view details)

Uploaded CPython 3.8musllinux: musl 1.2+ x86-64

msasim-25.5.3-cp38-cp38-manylinux_2_17_x86_64.manylinux2014_x86_64.whl (620.7 kB view details)

Uploaded CPython 3.8manylinux: glibc 2.17+ x86-64

msasim-25.5.3-cp38-cp38-macosx_11_0_arm64.whl (378.8 kB view details)

Uploaded CPython 3.8macOS 11.0+ ARM64

msasim-25.5.3-cp37-cp37m-win_amd64.whl (269.6 kB view details)

Uploaded CPython 3.7mWindows x86-64

msasim-25.5.3-cp37-cp37m-musllinux_1_2_x86_64.whl (1.5 MB view details)

Uploaded CPython 3.7mmusllinux: musl 1.2+ x86-64

msasim-25.5.3-cp37-cp37m-manylinux_2_17_x86_64.manylinux2014_x86_64.whl (625.0 kB view details)

Uploaded CPython 3.7mmanylinux: glibc 2.17+ x86-64

msasim-25.5.3-cp36-cp36m-win_amd64.whl (271.4 kB view details)

Uploaded CPython 3.6mWindows x86-64

msasim-25.5.3-cp36-cp36m-musllinux_1_2_x86_64.whl (1.5 MB view details)

Uploaded CPython 3.6mmusllinux: musl 1.2+ x86-64

msasim-25.5.3-cp36-cp36m-manylinux_2_17_x86_64.manylinux2014_x86_64.whl (624.3 kB view details)

Uploaded CPython 3.6mmanylinux: glibc 2.17+ x86-64

File details

Details for the file msasim-25.5.3.tar.gz.

File metadata

  • Download URL: msasim-25.5.3.tar.gz
  • Upload date:
  • Size: 21.0 kB
  • Tags: Source
  • Uploaded using Trusted Publishing? Yes
  • Uploaded via: twine/6.1.0 CPython/3.12.9

File hashes

Hashes for msasim-25.5.3.tar.gz
Algorithm Hash digest
SHA256 a71940e01b97d632ed4695f6c207fa21ddabd7d97d9b4354acb027a81c5068b0
MD5 2a58f117de54098081fac51a8e5a818f
BLAKE2b-256 48b557f7c8c2c25c53005ab8c7a48bd0cee5e20e54415c2fbea9c1a97fbc6977

See more details on using hashes here.

Provenance

The following attestation bundles were made for msasim-25.5.3.tar.gz:

Publisher: build_wheels.yml on elyawy/Sailfish-backend

Attestations: Values shown here reflect the state when the release was signed and may no longer be current.

File details

Details for the file msasim-25.5.3-cp313-cp313-win_amd64.whl.

File metadata

  • Download URL: msasim-25.5.3-cp313-cp313-win_amd64.whl
  • Upload date:
  • Size: 271.4 kB
  • Tags: CPython 3.13, Windows x86-64
  • Uploaded using Trusted Publishing? Yes
  • Uploaded via: twine/6.1.0 CPython/3.12.9

File hashes

Hashes for msasim-25.5.3-cp313-cp313-win_amd64.whl
Algorithm Hash digest
SHA256 29d5b4553d97d2b78466e464e523eb91e71d7aa20395a3d926731601a50396ed
MD5 3749b74eeab8b9fc2aa6cee2a5ee3908
BLAKE2b-256 5462c7e26d0c8a081025c16a73b516cdf1d6ec3f10f3b3e61fe9fa0f6052648e

See more details on using hashes here.

Provenance

The following attestation bundles were made for msasim-25.5.3-cp313-cp313-win_amd64.whl:

Publisher: build_wheels.yml on elyawy/Sailfish-backend

Attestations: Values shown here reflect the state when the release was signed and may no longer be current.

File details

Details for the file msasim-25.5.3-cp313-cp313-musllinux_1_2_x86_64.whl.

File metadata

File hashes

Hashes for msasim-25.5.3-cp313-cp313-musllinux_1_2_x86_64.whl
Algorithm Hash digest
SHA256 b96fec95e31c4339aa654e9af9c6efdd458045193f3b84e1ceb5924fcc07074b
MD5 d544cc75e69d4b8b80007812185fcefc
BLAKE2b-256 3041eec2464c2a7d800b96fdf7a30248dda90632acebe85eae3f428cede47ddc

See more details on using hashes here.

Provenance

The following attestation bundles were made for msasim-25.5.3-cp313-cp313-musllinux_1_2_x86_64.whl:

Publisher: build_wheels.yml on elyawy/Sailfish-backend

Attestations: Values shown here reflect the state when the release was signed and may no longer be current.

File details

Details for the file msasim-25.5.3-cp313-cp313-manylinux_2_17_x86_64.manylinux2014_x86_64.whl.

File metadata

File hashes

Hashes for msasim-25.5.3-cp313-cp313-manylinux_2_17_x86_64.manylinux2014_x86_64.whl
Algorithm Hash digest
SHA256 622054b661ff8110518e9e0e1c5d8143915da8f5c983d84b9c9a0093a7516d7f
MD5 634f020c3e79cb7a618616e73ee760c4
BLAKE2b-256 0da1b8f154271e69f607af55c1a5f86d3ff77d50f19f3957bff696c1f2a7c106

See more details on using hashes here.

Provenance

The following attestation bundles were made for msasim-25.5.3-cp313-cp313-manylinux_2_17_x86_64.manylinux2014_x86_64.whl:

Publisher: build_wheels.yml on elyawy/Sailfish-backend

Attestations: Values shown here reflect the state when the release was signed and may no longer be current.

File details

Details for the file msasim-25.5.3-cp313-cp313-macosx_11_0_arm64.whl.

File metadata

File hashes

Hashes for msasim-25.5.3-cp313-cp313-macosx_11_0_arm64.whl
Algorithm Hash digest
SHA256 c4a5fc5cc93a36fb4a962df72ee0f77db100f029d447aedbf6ec80bbbe641185
MD5 d54c0cc9c35b478fb940ecff45473331
BLAKE2b-256 f48ffaf22c75c833ba0b132142d7fc0944815c11e84f7cb1300c7ac06bc64e92

See more details on using hashes here.

Provenance

The following attestation bundles were made for msasim-25.5.3-cp313-cp313-macosx_11_0_arm64.whl:

Publisher: build_wheels.yml on elyawy/Sailfish-backend

Attestations: Values shown here reflect the state when the release was signed and may no longer be current.

File details

Details for the file msasim-25.5.3-cp312-cp312-win_amd64.whl.

File metadata

  • Download URL: msasim-25.5.3-cp312-cp312-win_amd64.whl
  • Upload date:
  • Size: 271.4 kB
  • Tags: CPython 3.12, Windows x86-64
  • Uploaded using Trusted Publishing? Yes
  • Uploaded via: twine/6.1.0 CPython/3.12.9

File hashes

Hashes for msasim-25.5.3-cp312-cp312-win_amd64.whl
Algorithm Hash digest
SHA256 620554c2e62afae51b2816a521914d49b00ec4473653c71a9ace71a18b068859
MD5 3ec72e4e3ccb7f1327e0e9fbe3d27e11
BLAKE2b-256 2b4e402362d02d02f323080d2f00bff198713e9aa831679777c6cdc2363c9841

See more details on using hashes here.

Provenance

The following attestation bundles were made for msasim-25.5.3-cp312-cp312-win_amd64.whl:

Publisher: build_wheels.yml on elyawy/Sailfish-backend

Attestations: Values shown here reflect the state when the release was signed and may no longer be current.

File details

Details for the file msasim-25.5.3-cp312-cp312-musllinux_1_2_x86_64.whl.

File metadata

File hashes

Hashes for msasim-25.5.3-cp312-cp312-musllinux_1_2_x86_64.whl
Algorithm Hash digest
SHA256 92ef3a1bb3b53f522c3b3af97981bf38cc0e1970a528c8f2ca005a419621fe33
MD5 8c886582144d6a5c1ac13411cd4dc8e8
BLAKE2b-256 71a6f806d75664fe6adc6b88d3a1da6c8b3842b94eaf1cd71ccb1e9bae88f3e1

See more details on using hashes here.

Provenance

The following attestation bundles were made for msasim-25.5.3-cp312-cp312-musllinux_1_2_x86_64.whl:

Publisher: build_wheels.yml on elyawy/Sailfish-backend

Attestations: Values shown here reflect the state when the release was signed and may no longer be current.

File details

Details for the file msasim-25.5.3-cp312-cp312-manylinux_2_17_x86_64.manylinux2014_x86_64.whl.

File metadata

File hashes

Hashes for msasim-25.5.3-cp312-cp312-manylinux_2_17_x86_64.manylinux2014_x86_64.whl
Algorithm Hash digest
SHA256 07047fb5256365483539ba8c8bb66d60d00232a8dfbedf67f4d0da5cccfad8f6
MD5 713689ed5009b4c068b0601d2a915632
BLAKE2b-256 6ab13a6d7ab5e5fe69f1627bba2ea4d0ae61bcce680b76d3b4388c9dc1da9cc1

See more details on using hashes here.

Provenance

The following attestation bundles were made for msasim-25.5.3-cp312-cp312-manylinux_2_17_x86_64.manylinux2014_x86_64.whl:

Publisher: build_wheels.yml on elyawy/Sailfish-backend

Attestations: Values shown here reflect the state when the release was signed and may no longer be current.

File details

Details for the file msasim-25.5.3-cp312-cp312-macosx_11_0_arm64.whl.

File metadata

File hashes

Hashes for msasim-25.5.3-cp312-cp312-macosx_11_0_arm64.whl
Algorithm Hash digest
SHA256 4324813264faf36747324c9da4e25618f7e1c78ccbcfdd84c1c7d96758d12485
MD5 3aff3a4534537162ce2d7773c7e20c17
BLAKE2b-256 ca88b6399bb9cfd132093ec5f67fa32fcb8114cd1a95b1c1ade7dd3d7c301bab

See more details on using hashes here.

Provenance

The following attestation bundles were made for msasim-25.5.3-cp312-cp312-macosx_11_0_arm64.whl:

Publisher: build_wheels.yml on elyawy/Sailfish-backend

Attestations: Values shown here reflect the state when the release was signed and may no longer be current.

File details

Details for the file msasim-25.5.3-cp311-cp311-win_amd64.whl.

File metadata

  • Download URL: msasim-25.5.3-cp311-cp311-win_amd64.whl
  • Upload date:
  • Size: 270.8 kB
  • Tags: CPython 3.11, Windows x86-64
  • Uploaded using Trusted Publishing? Yes
  • Uploaded via: twine/6.1.0 CPython/3.12.9

File hashes

Hashes for msasim-25.5.3-cp311-cp311-win_amd64.whl
Algorithm Hash digest
SHA256 e179999e1b5166bd644359f0f23f7a13528be15bbed8c7500879d0ff8522106f
MD5 ba74cd09cde28008ea1492cc545e6593
BLAKE2b-256 c12a7dfaa3ecea452a0b87dc0cf35eb5e600519b1cecd28cfb9186f18912b48b

See more details on using hashes here.

Provenance

The following attestation bundles were made for msasim-25.5.3-cp311-cp311-win_amd64.whl:

Publisher: build_wheels.yml on elyawy/Sailfish-backend

Attestations: Values shown here reflect the state when the release was signed and may no longer be current.

File details

Details for the file msasim-25.5.3-cp311-cp311-musllinux_1_2_x86_64.whl.

File metadata

File hashes

Hashes for msasim-25.5.3-cp311-cp311-musllinux_1_2_x86_64.whl
Algorithm Hash digest
SHA256 9073deecb0c645f9b94fbf778d2105f7e22a2c43e2b3b7506e191a5815bdc970
MD5 4f913911693cbec03b0397fe9f7bef42
BLAKE2b-256 b4c8981aa9551bc73100b8e29c6e1d20fcd36d743aa88e6e247808b24b112ae2

See more details on using hashes here.

Provenance

The following attestation bundles were made for msasim-25.5.3-cp311-cp311-musllinux_1_2_x86_64.whl:

Publisher: build_wheels.yml on elyawy/Sailfish-backend

Attestations: Values shown here reflect the state when the release was signed and may no longer be current.

File details

Details for the file msasim-25.5.3-cp311-cp311-manylinux_2_17_x86_64.manylinux2014_x86_64.whl.

File metadata

File hashes

Hashes for msasim-25.5.3-cp311-cp311-manylinux_2_17_x86_64.manylinux2014_x86_64.whl
Algorithm Hash digest
SHA256 811c753c226848f8e98b0ff07756794cbb78f9f8535539ab073f8689a528bfae
MD5 b39860eb2fb8c327b98ddc5b16b51383
BLAKE2b-256 c69b8ae6e566f80ce5c86175bd161b9ed7c758fda17c6b9889b4aca984facb60

See more details on using hashes here.

Provenance

The following attestation bundles were made for msasim-25.5.3-cp311-cp311-manylinux_2_17_x86_64.manylinux2014_x86_64.whl:

Publisher: build_wheels.yml on elyawy/Sailfish-backend

Attestations: Values shown here reflect the state when the release was signed and may no longer be current.

File details

Details for the file msasim-25.5.3-cp311-cp311-macosx_11_0_arm64.whl.

File metadata

File hashes

Hashes for msasim-25.5.3-cp311-cp311-macosx_11_0_arm64.whl
Algorithm Hash digest
SHA256 d7aaa51b65c07e6fb0135e9b8b2cdb776f5981c2e15d6fa7f7935c841a6be715
MD5 dadce28b88e7c070dad86f1521c610cf
BLAKE2b-256 f3cf5864be0dc169decf194faa2a2b65f3f5aabc113611ba9f6c1ba15774999c

See more details on using hashes here.

Provenance

The following attestation bundles were made for msasim-25.5.3-cp311-cp311-macosx_11_0_arm64.whl:

Publisher: build_wheels.yml on elyawy/Sailfish-backend

Attestations: Values shown here reflect the state when the release was signed and may no longer be current.

File details

Details for the file msasim-25.5.3-cp310-cp310-win_amd64.whl.

File metadata

  • Download URL: msasim-25.5.3-cp310-cp310-win_amd64.whl
  • Upload date:
  • Size: 269.6 kB
  • Tags: CPython 3.10, Windows x86-64
  • Uploaded using Trusted Publishing? Yes
  • Uploaded via: twine/6.1.0 CPython/3.12.9

File hashes

Hashes for msasim-25.5.3-cp310-cp310-win_amd64.whl
Algorithm Hash digest
SHA256 17465142cc8347cfeeea04fc47709a3a19742cf4d0d8c5ff314a742501a2ee66
MD5 b101ccdb80ed3a76fc4e6dd63535e3f6
BLAKE2b-256 6fb1db1b5837cd45d13e43c1ff44d9bc586c031255f02b9a40566875a4f3da94

See more details on using hashes here.

Provenance

The following attestation bundles were made for msasim-25.5.3-cp310-cp310-win_amd64.whl:

Publisher: build_wheels.yml on elyawy/Sailfish-backend

Attestations: Values shown here reflect the state when the release was signed and may no longer be current.

File details

Details for the file msasim-25.5.3-cp310-cp310-musllinux_1_2_x86_64.whl.

File metadata

File hashes

Hashes for msasim-25.5.3-cp310-cp310-musllinux_1_2_x86_64.whl
Algorithm Hash digest
SHA256 00ca8434e4749c8a345775494c11044ec52602c35082a0732bb86c12d1bd2ca2
MD5 2e6f135e0712f40a2463162af9de0a04
BLAKE2b-256 92dc335da59159b5a0a32f1e9989a9abfcc7d07b9eb7497e116c73f42f3d6c52

See more details on using hashes here.

Provenance

The following attestation bundles were made for msasim-25.5.3-cp310-cp310-musllinux_1_2_x86_64.whl:

Publisher: build_wheels.yml on elyawy/Sailfish-backend

Attestations: Values shown here reflect the state when the release was signed and may no longer be current.

File details

Details for the file msasim-25.5.3-cp310-cp310-manylinux_2_17_x86_64.manylinux2014_x86_64.whl.

File metadata

File hashes

Hashes for msasim-25.5.3-cp310-cp310-manylinux_2_17_x86_64.manylinux2014_x86_64.whl
Algorithm Hash digest
SHA256 32b355e38c2a870f57fc647af7f6a7916737c90707b039c797485fdf4b70ec13
MD5 06b2844f9287e2bc809bad9b65ba8f0b
BLAKE2b-256 77f1ba943d9b48e2244eec5828774c080b0ebd4ce836353ae8df67150663d1cd

See more details on using hashes here.

Provenance

The following attestation bundles were made for msasim-25.5.3-cp310-cp310-manylinux_2_17_x86_64.manylinux2014_x86_64.whl:

Publisher: build_wheels.yml on elyawy/Sailfish-backend

Attestations: Values shown here reflect the state when the release was signed and may no longer be current.

File details

Details for the file msasim-25.5.3-cp310-cp310-macosx_11_0_arm64.whl.

File metadata

File hashes

Hashes for msasim-25.5.3-cp310-cp310-macosx_11_0_arm64.whl
Algorithm Hash digest
SHA256 1512f331baedbbcc7b97181a4a0a241c7a18de18d945cd912e9ce84009894284
MD5 296bce7f0acba4f61e6041227710779e
BLAKE2b-256 ac9b6ed8393087bac9d57534fe702c4dd3299fd20c31f7be2984a54e2f9fdcb1

See more details on using hashes here.

Provenance

The following attestation bundles were made for msasim-25.5.3-cp310-cp310-macosx_11_0_arm64.whl:

Publisher: build_wheels.yml on elyawy/Sailfish-backend

Attestations: Values shown here reflect the state when the release was signed and may no longer be current.

File details

Details for the file msasim-25.5.3-cp39-cp39-win_amd64.whl.

File metadata

  • Download URL: msasim-25.5.3-cp39-cp39-win_amd64.whl
  • Upload date:
  • Size: 265.2 kB
  • Tags: CPython 3.9, Windows x86-64
  • Uploaded using Trusted Publishing? Yes
  • Uploaded via: twine/6.1.0 CPython/3.12.9

File hashes

Hashes for msasim-25.5.3-cp39-cp39-win_amd64.whl
Algorithm Hash digest
SHA256 49f73e034a5438bb062d3615879fa8ecf142804d5c1aea17c09dee447d2d31c9
MD5 c235b94661a478fcba9ee05a2fbceb02
BLAKE2b-256 8bc52866d201ba60eea7fcc1d78408f4669f69820dd982b660a848089a44b549

See more details on using hashes here.

Provenance

The following attestation bundles were made for msasim-25.5.3-cp39-cp39-win_amd64.whl:

Publisher: build_wheels.yml on elyawy/Sailfish-backend

Attestations: Values shown here reflect the state when the release was signed and may no longer be current.

File details

Details for the file msasim-25.5.3-cp39-cp39-musllinux_1_2_x86_64.whl.

File metadata

File hashes

Hashes for msasim-25.5.3-cp39-cp39-musllinux_1_2_x86_64.whl
Algorithm Hash digest
SHA256 272345ea450fa2a8ab8500e076513e7faf63fdf11aec58c00177a464d72e5df0
MD5 d767445f1aacb1b4b2f7549fc221a8d8
BLAKE2b-256 b6a426db8631b45e8430488453388558ccbbadf3514497ede28becc6784c4425

See more details on using hashes here.

Provenance

The following attestation bundles were made for msasim-25.5.3-cp39-cp39-musllinux_1_2_x86_64.whl:

Publisher: build_wheels.yml on elyawy/Sailfish-backend

Attestations: Values shown here reflect the state when the release was signed and may no longer be current.

File details

Details for the file msasim-25.5.3-cp39-cp39-manylinux_2_17_x86_64.manylinux2014_x86_64.whl.

File metadata

File hashes

Hashes for msasim-25.5.3-cp39-cp39-manylinux_2_17_x86_64.manylinux2014_x86_64.whl
Algorithm Hash digest
SHA256 9391e19191cf5f6161ab850cd92dc0961fbf25d85935f6cd030cf58f1c62a9e3
MD5 26e34e21b02ae5ea6bfb327c8af3395a
BLAKE2b-256 11ce0f09a3c5c6e91cd5a10e304de8fef65bad8482044dc1bf95d50199e64c40

See more details on using hashes here.

Provenance

The following attestation bundles were made for msasim-25.5.3-cp39-cp39-manylinux_2_17_x86_64.manylinux2014_x86_64.whl:

Publisher: build_wheels.yml on elyawy/Sailfish-backend

Attestations: Values shown here reflect the state when the release was signed and may no longer be current.

File details

Details for the file msasim-25.5.3-cp39-cp39-macosx_11_0_arm64.whl.

File metadata

File hashes

Hashes for msasim-25.5.3-cp39-cp39-macosx_11_0_arm64.whl
Algorithm Hash digest
SHA256 0a359ff3d65129fdef0b8d7276a8af38620ab4b3ec71a3ca59b14675e0c11f64
MD5 c0ea8239c2ec340a42009d628712851a
BLAKE2b-256 21765c02bf62e79db34ab764148fa0d30a667fbf8b5d94bd1b4fa3ecb85809ec

See more details on using hashes here.

Provenance

The following attestation bundles were made for msasim-25.5.3-cp39-cp39-macosx_11_0_arm64.whl:

Publisher: build_wheels.yml on elyawy/Sailfish-backend

Attestations: Values shown here reflect the state when the release was signed and may no longer be current.

File details

Details for the file msasim-25.5.3-cp38-cp38-win_amd64.whl.

File metadata

  • Download URL: msasim-25.5.3-cp38-cp38-win_amd64.whl
  • Upload date:
  • Size: 269.5 kB
  • Tags: CPython 3.8, Windows x86-64
  • Uploaded using Trusted Publishing? Yes
  • Uploaded via: twine/6.1.0 CPython/3.12.9

File hashes

Hashes for msasim-25.5.3-cp38-cp38-win_amd64.whl
Algorithm Hash digest
SHA256 bdc55d093723df91ff408b5db573cbc0e48c1bf2a1f6a9d51f4ef0a388de1b88
MD5 89aa70e9d93a2a214a7814818404edbf
BLAKE2b-256 dece02d4c06670711dc0aacfec3b9edd2cfd6b0ae4698324319adfcd50b652a9

See more details on using hashes here.

Provenance

The following attestation bundles were made for msasim-25.5.3-cp38-cp38-win_amd64.whl:

Publisher: build_wheels.yml on elyawy/Sailfish-backend

Attestations: Values shown here reflect the state when the release was signed and may no longer be current.

File details

Details for the file msasim-25.5.3-cp38-cp38-musllinux_1_2_x86_64.whl.

File metadata

File hashes

Hashes for msasim-25.5.3-cp38-cp38-musllinux_1_2_x86_64.whl
Algorithm Hash digest
SHA256 28c47e82979005e617fe17a7995080d1b18fdb7f850c20dc718e050f282385ee
MD5 a99fc1275298c0d273b1a2b73c173717
BLAKE2b-256 0d569c1d37dcc1370cf926f5b726339090bbf10f1b68ae2a8caa20ba2e11e2d3

See more details on using hashes here.

Provenance

The following attestation bundles were made for msasim-25.5.3-cp38-cp38-musllinux_1_2_x86_64.whl:

Publisher: build_wheels.yml on elyawy/Sailfish-backend

Attestations: Values shown here reflect the state when the release was signed and may no longer be current.

File details

Details for the file msasim-25.5.3-cp38-cp38-manylinux_2_17_x86_64.manylinux2014_x86_64.whl.

File metadata

File hashes

Hashes for msasim-25.5.3-cp38-cp38-manylinux_2_17_x86_64.manylinux2014_x86_64.whl
Algorithm Hash digest
SHA256 7296e540c0c7f80b222f8bf0f8fb1d7d07df9b40b132fcddb9f5b8793146b01d
MD5 381b247b64faa5f6651219ef334ab474
BLAKE2b-256 2b10f07e8394b688474bad2589fa245710fdb62fe18361f5ec3dc49eba316ece

See more details on using hashes here.

Provenance

The following attestation bundles were made for msasim-25.5.3-cp38-cp38-manylinux_2_17_x86_64.manylinux2014_x86_64.whl:

Publisher: build_wheels.yml on elyawy/Sailfish-backend

Attestations: Values shown here reflect the state when the release was signed and may no longer be current.

File details

Details for the file msasim-25.5.3-cp38-cp38-macosx_11_0_arm64.whl.

File metadata

File hashes

Hashes for msasim-25.5.3-cp38-cp38-macosx_11_0_arm64.whl
Algorithm Hash digest
SHA256 a10179fc2870b98a615ae75c17e43e2e7015ac556cb2b0485729f3fa7733727c
MD5 3b0f60bb81d9477071bc170d21dedbd3
BLAKE2b-256 d16455e34eeb4b6e67db02117b01bc33f0d78bf29de7b16c95da4215a60f2403

See more details on using hashes here.

Provenance

The following attestation bundles were made for msasim-25.5.3-cp38-cp38-macosx_11_0_arm64.whl:

Publisher: build_wheels.yml on elyawy/Sailfish-backend

Attestations: Values shown here reflect the state when the release was signed and may no longer be current.

File details

Details for the file msasim-25.5.3-cp37-cp37m-win_amd64.whl.

File metadata

  • Download URL: msasim-25.5.3-cp37-cp37m-win_amd64.whl
  • Upload date:
  • Size: 269.6 kB
  • Tags: CPython 3.7m, Windows x86-64
  • Uploaded using Trusted Publishing? Yes
  • Uploaded via: twine/6.1.0 CPython/3.12.9

File hashes

Hashes for msasim-25.5.3-cp37-cp37m-win_amd64.whl
Algorithm Hash digest
SHA256 fbc176f6470141b5cdf23db77ad5368071910c0429e37823bf3c5f183605637f
MD5 28f9bfef0b7b1f2b5cfcb17f3e19125b
BLAKE2b-256 3a77ea0962612f6131f5dd56d7b023d7fa45ff992f6f560eff3f59ece00ab0f1

See more details on using hashes here.

Provenance

The following attestation bundles were made for msasim-25.5.3-cp37-cp37m-win_amd64.whl:

Publisher: build_wheels.yml on elyawy/Sailfish-backend

Attestations: Values shown here reflect the state when the release was signed and may no longer be current.

File details

Details for the file msasim-25.5.3-cp37-cp37m-musllinux_1_2_x86_64.whl.

File metadata

File hashes

Hashes for msasim-25.5.3-cp37-cp37m-musllinux_1_2_x86_64.whl
Algorithm Hash digest
SHA256 e814550c9cbd744e7109535f371ebb6b0404c38c0f1772d0602cee3abc1791cc
MD5 92dd1126b0ebb99bea161825c1a02512
BLAKE2b-256 2551b978a43fbc06970a69f762636136c939dec31316c4c84347abba83216c64

See more details on using hashes here.

Provenance

The following attestation bundles were made for msasim-25.5.3-cp37-cp37m-musllinux_1_2_x86_64.whl:

Publisher: build_wheels.yml on elyawy/Sailfish-backend

Attestations: Values shown here reflect the state when the release was signed and may no longer be current.

File details

Details for the file msasim-25.5.3-cp37-cp37m-manylinux_2_17_x86_64.manylinux2014_x86_64.whl.

File metadata

File hashes

Hashes for msasim-25.5.3-cp37-cp37m-manylinux_2_17_x86_64.manylinux2014_x86_64.whl
Algorithm Hash digest
SHA256 d555dfb6c6b7ca54011d6d6f5827227a258a4995b509020348766b8233b90a43
MD5 c018c1609114e8b6a92808fd7c6bf01f
BLAKE2b-256 99d0c5a63c480b5ea06a8a52510c9b406608a95c9d2bb758f1ed6a9c2e42afbd

See more details on using hashes here.

Provenance

The following attestation bundles were made for msasim-25.5.3-cp37-cp37m-manylinux_2_17_x86_64.manylinux2014_x86_64.whl:

Publisher: build_wheels.yml on elyawy/Sailfish-backend

Attestations: Values shown here reflect the state when the release was signed and may no longer be current.

File details

Details for the file msasim-25.5.3-cp36-cp36m-win_amd64.whl.

File metadata

  • Download URL: msasim-25.5.3-cp36-cp36m-win_amd64.whl
  • Upload date:
  • Size: 271.4 kB
  • Tags: CPython 3.6m, Windows x86-64
  • Uploaded using Trusted Publishing? Yes
  • Uploaded via: twine/6.1.0 CPython/3.12.9

File hashes

Hashes for msasim-25.5.3-cp36-cp36m-win_amd64.whl
Algorithm Hash digest
SHA256 e31c131851c33c4a4933e72379e2c03470ebb36de4721d0acd17d95d125373e5
MD5 b83927e4c9d6166ade2c4f4574c6dd10
BLAKE2b-256 c288c8ff1c5b59c1185630b5ca5fca61087d98b4574d96cab282bd00f4c2e7e2

See more details on using hashes here.

Provenance

The following attestation bundles were made for msasim-25.5.3-cp36-cp36m-win_amd64.whl:

Publisher: build_wheels.yml on elyawy/Sailfish-backend

Attestations: Values shown here reflect the state when the release was signed and may no longer be current.

File details

Details for the file msasim-25.5.3-cp36-cp36m-musllinux_1_2_x86_64.whl.

File metadata

File hashes

Hashes for msasim-25.5.3-cp36-cp36m-musllinux_1_2_x86_64.whl
Algorithm Hash digest
SHA256 642a27adf707a01890e338622d9f46485bdaee2fc01a016b7952c2ab53791d60
MD5 4c40867a444c5937c3d7c0e853dc4e58
BLAKE2b-256 e753824dabf75bd796e54bc405f40afb11fda9d9ed570dc62ba804ca94614f77

See more details on using hashes here.

Provenance

The following attestation bundles were made for msasim-25.5.3-cp36-cp36m-musllinux_1_2_x86_64.whl:

Publisher: build_wheels.yml on elyawy/Sailfish-backend

Attestations: Values shown here reflect the state when the release was signed and may no longer be current.

File details

Details for the file msasim-25.5.3-cp36-cp36m-manylinux_2_17_x86_64.manylinux2014_x86_64.whl.

File metadata

File hashes

Hashes for msasim-25.5.3-cp36-cp36m-manylinux_2_17_x86_64.manylinux2014_x86_64.whl
Algorithm Hash digest
SHA256 94af67d43ff0874cad42f25efcf86ba4b5663a790dd8855cb45320c017a78d22
MD5 e48f5055c9e1480bd0dc12430c518f25
BLAKE2b-256 4590ef1fd98853a1fc417e8ee6dad742a6a5626cd39730e25b943b71a9de8848

See more details on using hashes here.

Provenance

The following attestation bundles were made for msasim-25.5.3-cp36-cp36m-manylinux_2_17_x86_64.manylinux2014_x86_64.whl:

Publisher: build_wheels.yml on elyawy/Sailfish-backend

Attestations: Values shown here reflect the state when the release was signed and may no longer be current.

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