Skip to main content

filters arbitrary paremeters before sending them off to be called

Project description

reductable-params

PyPI version PyPI - Downloads License: MIT IDIM NO AI

A low level Function packer & sender inspired by pluggy that is designed for mass sending as well as ignoring unneeded parameters before sending to a function allowing for large chainable callbacks to be possible in any configuration order.

from reductable_params import reduce


def test(a: int, b: str | None = None):
    pass

def child(a: int):
    print(f"GOT {a}")

def what_is_b(b: str | None):
    print(f"B Is {b}")

def main():
    func = reduce(test)
    # defaults can be installed before possibly sending 
    # these to a child function.
    data = func.install(1) # {"a": 1, b: None}
    
    child_func = reduce(child)

    # Calling child_func will send itself off. 
    # You can customize the data after installing it too.
    # allowing for tons of creatives uses.
    child_func(data) # B Parameter is ignored here.
    # "GOT 1"

    child_2 = reduce(what_is_b)
    child_2(data)
    # B Is None


if __name__ == "__main__":
    main()

Benchmarks

I decided to run benchmarks incase mainly to prove that this could be better than using inspect.signature alone and better for use on a mass scale when running the install() function. Note that smaller is better and that the timer is measured in seconds running bench.py which I have in this repo incase you want to see for yourself.

I'll add a comparison with pluggy in the future as soon as I get around to doing so.

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

reductable_params-0.4.0.tar.gz (11.0 kB view details)

Uploaded Source

Built Distributions

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

reductable_params-0.4.0-cp314-cp314t-win_arm64.whl (58.3 kB view details)

Uploaded CPython 3.14tWindows ARM64

reductable_params-0.4.0-cp314-cp314t-win_amd64.whl (65.5 kB view details)

Uploaded CPython 3.14tWindows x86-64

reductable_params-0.4.0-cp314-cp314t-musllinux_1_2_x86_64.whl (271.6 kB view details)

Uploaded CPython 3.14tmusllinux: musl 1.2+ x86-64

reductable_params-0.4.0-cp314-cp314t-manylinux1_x86_64.manylinux_2_28_x86_64.manylinux_2_5_x86_64.whl (274.2 kB view details)

Uploaded CPython 3.14tmanylinux: glibc 2.28+ x86-64manylinux: glibc 2.5+ x86-64

reductable_params-0.4.0-cp314-cp314t-macosx_11_0_arm64.whl (65.6 kB view details)

Uploaded CPython 3.14tmacOS 11.0+ ARM64

reductable_params-0.4.0-cp314-cp314t-macosx_10_15_x86_64.whl (63.7 kB view details)

Uploaded CPython 3.14tmacOS 10.15+ x86-64

reductable_params-0.4.0-cp314-cp314-win_arm64.whl (55.6 kB view details)

Uploaded CPython 3.14Windows ARM64

reductable_params-0.4.0-cp314-cp314-win_amd64.whl (59.2 kB view details)

Uploaded CPython 3.14Windows x86-64

reductable_params-0.4.0-cp314-cp314-musllinux_1_2_x86_64.whl (209.6 kB view details)

Uploaded CPython 3.14musllinux: musl 1.2+ x86-64

reductable_params-0.4.0-cp314-cp314-manylinux1_x86_64.manylinux_2_28_x86_64.manylinux_2_5_x86_64.whl (209.8 kB view details)

Uploaded CPython 3.14manylinux: glibc 2.28+ x86-64manylinux: glibc 2.5+ x86-64

reductable_params-0.4.0-cp314-cp314-macosx_11_0_arm64.whl (62.0 kB view details)

Uploaded CPython 3.14macOS 11.0+ ARM64

reductable_params-0.4.0-cp314-cp314-macosx_10_15_x86_64.whl (61.0 kB view details)

Uploaded CPython 3.14macOS 10.15+ x86-64

reductable_params-0.4.0-cp313-cp313-win_arm64.whl (55.7 kB view details)

Uploaded CPython 3.13Windows ARM64

reductable_params-0.4.0-cp313-cp313-win_amd64.whl (59.4 kB view details)

Uploaded CPython 3.13Windows x86-64

reductable_params-0.4.0-cp313-cp313-musllinux_1_2_x86_64.whl (211.9 kB view details)

Uploaded CPython 3.13musllinux: musl 1.2+ x86-64

reductable_params-0.4.0-cp313-cp313-manylinux1_x86_64.manylinux_2_28_x86_64.manylinux_2_5_x86_64.whl (211.8 kB view details)

Uploaded CPython 3.13manylinux: glibc 2.28+ x86-64manylinux: glibc 2.5+ x86-64

reductable_params-0.4.0-cp313-cp313-macosx_11_0_arm64.whl (61.6 kB view details)

Uploaded CPython 3.13macOS 11.0+ ARM64

reductable_params-0.4.0-cp313-cp313-macosx_10_13_x86_64.whl (60.9 kB view details)

Uploaded CPython 3.13macOS 10.13+ x86-64

reductable_params-0.4.0-cp312-cp312-win_arm64.whl (56.2 kB view details)

Uploaded CPython 3.12Windows ARM64

reductable_params-0.4.0-cp312-cp312-win_amd64.whl (59.7 kB view details)

Uploaded CPython 3.12Windows x86-64

reductable_params-0.4.0-cp312-cp312-musllinux_1_2_x86_64.whl (225.0 kB view details)

Uploaded CPython 3.12musllinux: musl 1.2+ x86-64

reductable_params-0.4.0-cp312-cp312-manylinux1_x86_64.manylinux_2_28_x86_64.manylinux_2_5_x86_64.whl (224.5 kB view details)

Uploaded CPython 3.12manylinux: glibc 2.28+ x86-64manylinux: glibc 2.5+ x86-64

reductable_params-0.4.0-cp312-cp312-macosx_11_0_arm64.whl (62.2 kB view details)

Uploaded CPython 3.12macOS 11.0+ ARM64

reductable_params-0.4.0-cp312-cp312-macosx_10_13_x86_64.whl (61.6 kB view details)

Uploaded CPython 3.12macOS 10.13+ x86-64

reductable_params-0.4.0-cp311-cp311-win_arm64.whl (56.0 kB view details)

Uploaded CPython 3.11Windows ARM64

reductable_params-0.4.0-cp311-cp311-win_amd64.whl (59.3 kB view details)

Uploaded CPython 3.11Windows x86-64

reductable_params-0.4.0-cp311-cp311-musllinux_1_2_x86_64.whl (211.2 kB view details)

Uploaded CPython 3.11musllinux: musl 1.2+ x86-64

reductable_params-0.4.0-cp311-cp311-manylinux1_x86_64.manylinux_2_28_x86_64.manylinux_2_5_x86_64.whl (209.6 kB view details)

Uploaded CPython 3.11manylinux: glibc 2.28+ x86-64manylinux: glibc 2.5+ x86-64

reductable_params-0.4.0-cp311-cp311-macosx_11_0_arm64.whl (62.1 kB view details)

Uploaded CPython 3.11macOS 11.0+ ARM64

reductable_params-0.4.0-cp311-cp311-macosx_10_9_x86_64.whl (60.9 kB view details)

Uploaded CPython 3.11macOS 10.9+ x86-64

reductable_params-0.4.0-cp310-cp310-win_arm64.whl (56.0 kB view details)

Uploaded CPython 3.10Windows ARM64

reductable_params-0.4.0-cp310-cp310-win_amd64.whl (59.3 kB view details)

Uploaded CPython 3.10Windows x86-64

reductable_params-0.4.0-cp310-cp310-musllinux_1_2_x86_64.whl (200.0 kB view details)

Uploaded CPython 3.10musllinux: musl 1.2+ x86-64

reductable_params-0.4.0-cp310-cp310-manylinux1_x86_64.manylinux_2_28_x86_64.manylinux_2_5_x86_64.whl (199.2 kB view details)

Uploaded CPython 3.10manylinux: glibc 2.28+ x86-64manylinux: glibc 2.5+ x86-64

reductable_params-0.4.0-cp310-cp310-macosx_11_0_arm64.whl (62.3 kB view details)

Uploaded CPython 3.10macOS 11.0+ ARM64

reductable_params-0.4.0-cp310-cp310-macosx_10_9_x86_64.whl (61.1 kB view details)

Uploaded CPython 3.10macOS 10.9+ x86-64

File details

Details for the file reductable_params-0.4.0.tar.gz.

File metadata

  • Download URL: reductable_params-0.4.0.tar.gz
  • Upload date:
  • Size: 11.0 kB
  • Tags: Source
  • Uploaded using Trusted Publishing? Yes
  • Uploaded via: twine/6.1.0 CPython/3.13.12

File hashes

Hashes for reductable_params-0.4.0.tar.gz
Algorithm Hash digest
SHA256 be67b161a780d87c6df6ebaca78e8d40b185fe951628d342d947a03d9434ecda
MD5 a7310498947cf90ae6fb7b90723a58cc
BLAKE2b-256 7c415c72628171dde0bc7261b299724a83a00f96feb2e8e103e05f7973e2129b

See more details on using hashes here.

Provenance

The following attestation bundles were made for reductable_params-0.4.0.tar.gz:

Publisher: release-wheels.yml on Vizonex/reductable-params

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

File details

Details for the file reductable_params-0.4.0-cp314-cp314t-win_arm64.whl.

File metadata

File hashes

Hashes for reductable_params-0.4.0-cp314-cp314t-win_arm64.whl
Algorithm Hash digest
SHA256 eb44e18d1739434d2d78a5c3ff4646b484ea56c654e7e31cd61658638f825311
MD5 83fb771aa0b040c4c1176a7f9156aa8b
BLAKE2b-256 889e62fd3eab3e107d0d95ebfe393993b9a362e7d753285f54b345360805e59d

See more details on using hashes here.

Provenance

The following attestation bundles were made for reductable_params-0.4.0-cp314-cp314t-win_arm64.whl:

Publisher: release-wheels.yml on Vizonex/reductable-params

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

File details

Details for the file reductable_params-0.4.0-cp314-cp314t-win_amd64.whl.

File metadata

File hashes

Hashes for reductable_params-0.4.0-cp314-cp314t-win_amd64.whl
Algorithm Hash digest
SHA256 cabb3cf928367dd6aecbf470caf0f3032fd3853d6e226b8048f2769bf009ade6
MD5 bea4388e74c17d3a4c4f7cd1aeee2c70
BLAKE2b-256 4a6b4279edc711f860c81155f4f9d580ff107c1980052fafc4834ba4094b7519

See more details on using hashes here.

Provenance

The following attestation bundles were made for reductable_params-0.4.0-cp314-cp314t-win_amd64.whl:

Publisher: release-wheels.yml on Vizonex/reductable-params

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

File details

Details for the file reductable_params-0.4.0-cp314-cp314t-musllinux_1_2_x86_64.whl.

File metadata

File hashes

Hashes for reductable_params-0.4.0-cp314-cp314t-musllinux_1_2_x86_64.whl
Algorithm Hash digest
SHA256 979b6c2c55766f055630c8f29b9a1bfb2eb09c3edd92d7a17501e181819dee1f
MD5 786ed5d2c761c6b08683886cb482a4b4
BLAKE2b-256 512a510e97316a6bc41dc6e9bf0fb97c1f29a7dc9668afebb162455c57ac7cc0

See more details on using hashes here.

Provenance

The following attestation bundles were made for reductable_params-0.4.0-cp314-cp314t-musllinux_1_2_x86_64.whl:

Publisher: release-wheels.yml on Vizonex/reductable-params

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

File details

Details for the file reductable_params-0.4.0-cp314-cp314t-manylinux1_x86_64.manylinux_2_28_x86_64.manylinux_2_5_x86_64.whl.

File metadata

File hashes

Hashes for reductable_params-0.4.0-cp314-cp314t-manylinux1_x86_64.manylinux_2_28_x86_64.manylinux_2_5_x86_64.whl
Algorithm Hash digest
SHA256 9e1b1f8f324d83f6c8b5a18e18ce239ac729979a2f25bf19ff02f67df52ed2e2
MD5 87bb06fb6342cc644425e772ba36d63e
BLAKE2b-256 23087517ab11efc2c7408a610f2d0539df3e0106ce88b87d5e457d721d156584

See more details on using hashes here.

Provenance

The following attestation bundles were made for reductable_params-0.4.0-cp314-cp314t-manylinux1_x86_64.manylinux_2_28_x86_64.manylinux_2_5_x86_64.whl:

Publisher: release-wheels.yml on Vizonex/reductable-params

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

File details

Details for the file reductable_params-0.4.0-cp314-cp314t-macosx_11_0_arm64.whl.

File metadata

File hashes

Hashes for reductable_params-0.4.0-cp314-cp314t-macosx_11_0_arm64.whl
Algorithm Hash digest
SHA256 73560b8b60a3d24c657ea1eefce65dcfea0eb06daf6d9da5bb9566fe9545ce9d
MD5 fef8dd9fdf542b0f62b5c43500ef17cf
BLAKE2b-256 cb54781c487f62b687fc7fe5e50cab7685060ad858462bfa972033991aaa7e58

See more details on using hashes here.

Provenance

The following attestation bundles were made for reductable_params-0.4.0-cp314-cp314t-macosx_11_0_arm64.whl:

Publisher: release-wheels.yml on Vizonex/reductable-params

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

File details

Details for the file reductable_params-0.4.0-cp314-cp314t-macosx_10_15_x86_64.whl.

File metadata

File hashes

Hashes for reductable_params-0.4.0-cp314-cp314t-macosx_10_15_x86_64.whl
Algorithm Hash digest
SHA256 3b5523202ce180371da04a497fab00708663e1e5b51f56dc32d4edbd74be8759
MD5 c3f779a57c5c3ee6c45b56a1b53a54f2
BLAKE2b-256 c289ffc7ec364a4a1e96877cf0f845c29cee0eccae7294ea417d37924636aeae

See more details on using hashes here.

Provenance

The following attestation bundles were made for reductable_params-0.4.0-cp314-cp314t-macosx_10_15_x86_64.whl:

Publisher: release-wheels.yml on Vizonex/reductable-params

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

File details

Details for the file reductable_params-0.4.0-cp314-cp314-win_arm64.whl.

File metadata

File hashes

Hashes for reductable_params-0.4.0-cp314-cp314-win_arm64.whl
Algorithm Hash digest
SHA256 c09bc5faa39a9341e5b8489ebefc13592bd686b60f077fafaafdd4adadb46933
MD5 c9611fa4ac2b002ad5bbae46d7ed7792
BLAKE2b-256 4e9dc9826ce3d2ff6bd8be87ced2e91811ddb202d7511a4afcd70f6677180ca2

See more details on using hashes here.

Provenance

The following attestation bundles were made for reductable_params-0.4.0-cp314-cp314-win_arm64.whl:

Publisher: release-wheels.yml on Vizonex/reductable-params

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

File details

Details for the file reductable_params-0.4.0-cp314-cp314-win_amd64.whl.

File metadata

File hashes

Hashes for reductable_params-0.4.0-cp314-cp314-win_amd64.whl
Algorithm Hash digest
SHA256 ba28a5e522adeac95180852148f62d0856487a3a973d510613b42571d6294628
MD5 3e50d4bdffe92eae37ff14be678fee30
BLAKE2b-256 dfaeb37c28ff9aaffbf2fd2378166d826d01127fb133e20e3ee553eb034e5bec

See more details on using hashes here.

Provenance

The following attestation bundles were made for reductable_params-0.4.0-cp314-cp314-win_amd64.whl:

Publisher: release-wheels.yml on Vizonex/reductable-params

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

File details

Details for the file reductable_params-0.4.0-cp314-cp314-musllinux_1_2_x86_64.whl.

File metadata

File hashes

Hashes for reductable_params-0.4.0-cp314-cp314-musllinux_1_2_x86_64.whl
Algorithm Hash digest
SHA256 23ecce49b882a42aa53f4cc1c905dbe5cdb771a2bce18514c86c416a451c3980
MD5 b5a95b6cd6dcddf02c6e9515a1462d99
BLAKE2b-256 b1bd1a40001b388c3d967207b2ad2fac0aec85be1e71f2d57552b5efc601fbf1

See more details on using hashes here.

Provenance

The following attestation bundles were made for reductable_params-0.4.0-cp314-cp314-musllinux_1_2_x86_64.whl:

Publisher: release-wheels.yml on Vizonex/reductable-params

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

File details

Details for the file reductable_params-0.4.0-cp314-cp314-manylinux1_x86_64.manylinux_2_28_x86_64.manylinux_2_5_x86_64.whl.

File metadata

File hashes

Hashes for reductable_params-0.4.0-cp314-cp314-manylinux1_x86_64.manylinux_2_28_x86_64.manylinux_2_5_x86_64.whl
Algorithm Hash digest
SHA256 d6976d9b8056729b221f5c50451f87937c6960e503d7df3fd6ccf928a3c5dc3b
MD5 ebe4be3d4559dadd234a24435f67c580
BLAKE2b-256 4deaee3477da611bbe15d8b08818c75b199bf16abfadec836cff5b674443344e

See more details on using hashes here.

Provenance

The following attestation bundles were made for reductable_params-0.4.0-cp314-cp314-manylinux1_x86_64.manylinux_2_28_x86_64.manylinux_2_5_x86_64.whl:

Publisher: release-wheels.yml on Vizonex/reductable-params

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

File details

Details for the file reductable_params-0.4.0-cp314-cp314-macosx_11_0_arm64.whl.

File metadata

File hashes

Hashes for reductable_params-0.4.0-cp314-cp314-macosx_11_0_arm64.whl
Algorithm Hash digest
SHA256 f48d3ede9689817427cdef134b26f156cc2ab46d2ca3fa2dc55daa2047151b93
MD5 139f5f5bf9819360106019e39eb01c1c
BLAKE2b-256 2b3e05361b7339ead3052dcd483469fc5cf0b596376355543d365ddd6d3a2724

See more details on using hashes here.

Provenance

The following attestation bundles were made for reductable_params-0.4.0-cp314-cp314-macosx_11_0_arm64.whl:

Publisher: release-wheels.yml on Vizonex/reductable-params

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

File details

Details for the file reductable_params-0.4.0-cp314-cp314-macosx_10_15_x86_64.whl.

File metadata

File hashes

Hashes for reductable_params-0.4.0-cp314-cp314-macosx_10_15_x86_64.whl
Algorithm Hash digest
SHA256 6da2185e2fa898e79609e88c26aa495e7e073305c142ae44d9719382080455b8
MD5 18309ba1794ef4de1d7524ed04879b52
BLAKE2b-256 3673420332dbbda0abdd728e67cfbfbd4cd6d40869b440f7e6f9be480aea4723

See more details on using hashes here.

Provenance

The following attestation bundles were made for reductable_params-0.4.0-cp314-cp314-macosx_10_15_x86_64.whl:

Publisher: release-wheels.yml on Vizonex/reductable-params

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

File details

Details for the file reductable_params-0.4.0-cp313-cp313-win_arm64.whl.

File metadata

File hashes

Hashes for reductable_params-0.4.0-cp313-cp313-win_arm64.whl
Algorithm Hash digest
SHA256 9295e91b06d42edd538c2b28603827dc7596ac30e5d6756b4b358a3a151b7d35
MD5 07338f07b4a1fbcced8b85b02fa4dd82
BLAKE2b-256 ef1bb6f1516fb6d1d8bba978d7e3c401d03fa5ab564e74b9aadd46185c24d4f2

See more details on using hashes here.

Provenance

The following attestation bundles were made for reductable_params-0.4.0-cp313-cp313-win_arm64.whl:

Publisher: release-wheels.yml on Vizonex/reductable-params

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

File details

Details for the file reductable_params-0.4.0-cp313-cp313-win_amd64.whl.

File metadata

File hashes

Hashes for reductable_params-0.4.0-cp313-cp313-win_amd64.whl
Algorithm Hash digest
SHA256 9c61f59b8bc69b44413b481cdcef1301d7cdb9d11191b94c415553dc993cc66d
MD5 cc7011baa4d2efb0cc4ecac8b0b0751c
BLAKE2b-256 f39838d0f0ccfe80764226d12b5ed9887877f828f419d18432fd6a3da6447037

See more details on using hashes here.

Provenance

The following attestation bundles were made for reductable_params-0.4.0-cp313-cp313-win_amd64.whl:

Publisher: release-wheels.yml on Vizonex/reductable-params

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

File details

Details for the file reductable_params-0.4.0-cp313-cp313-musllinux_1_2_x86_64.whl.

File metadata

File hashes

Hashes for reductable_params-0.4.0-cp313-cp313-musllinux_1_2_x86_64.whl
Algorithm Hash digest
SHA256 e23f0abe8bdb9b3ccc3e3fef20db06370824807fde62e7b070fb20496a6eaa2d
MD5 25d7d09e0de3eab6a2a6028a6b72695d
BLAKE2b-256 c0f1837f63c93659d4cda7fd68ed1d668db3f0a0af8d3c0eca94da69de41f9ac

See more details on using hashes here.

Provenance

The following attestation bundles were made for reductable_params-0.4.0-cp313-cp313-musllinux_1_2_x86_64.whl:

Publisher: release-wheels.yml on Vizonex/reductable-params

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

File details

Details for the file reductable_params-0.4.0-cp313-cp313-manylinux1_x86_64.manylinux_2_28_x86_64.manylinux_2_5_x86_64.whl.

File metadata

File hashes

Hashes for reductable_params-0.4.0-cp313-cp313-manylinux1_x86_64.manylinux_2_28_x86_64.manylinux_2_5_x86_64.whl
Algorithm Hash digest
SHA256 c0108164daead10fd69e8c45f48f445f32daca37d2bb7076b994b3adb768a9ca
MD5 fd14c8b1d73ed81f90ae5405e1050814
BLAKE2b-256 8f8bf55e84f87bb9f26ca37d6ccaf584d973296d899bcec564c43c9c84c30b7a

See more details on using hashes here.

Provenance

The following attestation bundles were made for reductable_params-0.4.0-cp313-cp313-manylinux1_x86_64.manylinux_2_28_x86_64.manylinux_2_5_x86_64.whl:

Publisher: release-wheels.yml on Vizonex/reductable-params

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

File details

Details for the file reductable_params-0.4.0-cp313-cp313-macosx_11_0_arm64.whl.

File metadata

File hashes

Hashes for reductable_params-0.4.0-cp313-cp313-macosx_11_0_arm64.whl
Algorithm Hash digest
SHA256 13b6c0ec884cb33eaab036f57d12812281e2ccd6f2d21a80dde8a9c7fa9e5ced
MD5 59789979c30febad720ca2d7771abb10
BLAKE2b-256 6d3c6016cc24015d012adba88ecc021f6652802b30bf907e996fc927c913ddb1

See more details on using hashes here.

Provenance

The following attestation bundles were made for reductable_params-0.4.0-cp313-cp313-macosx_11_0_arm64.whl:

Publisher: release-wheels.yml on Vizonex/reductable-params

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

File details

Details for the file reductable_params-0.4.0-cp313-cp313-macosx_10_13_x86_64.whl.

File metadata

File hashes

Hashes for reductable_params-0.4.0-cp313-cp313-macosx_10_13_x86_64.whl
Algorithm Hash digest
SHA256 f7f732421113469a167767d3eb7c28cc814cd8ce9b4b9e0aa77c01f074898a04
MD5 6d3f4be6487f12fb6877c8c5fccb2ae6
BLAKE2b-256 2289774ce76ffb0dd062de8a25fe9e78b97bb84e6f7b8916cd6a0bad13e3172f

See more details on using hashes here.

Provenance

The following attestation bundles were made for reductable_params-0.4.0-cp313-cp313-macosx_10_13_x86_64.whl:

Publisher: release-wheels.yml on Vizonex/reductable-params

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

File details

Details for the file reductable_params-0.4.0-cp312-cp312-win_arm64.whl.

File metadata

File hashes

Hashes for reductable_params-0.4.0-cp312-cp312-win_arm64.whl
Algorithm Hash digest
SHA256 8db533aebbbbfc6d3dcbccae6810af07a1f9afee670806b15decf0c8b85a6ffb
MD5 0ab0d2ccb1d60d1cdf9eb59c9038bc07
BLAKE2b-256 20de148abefee6ba6bf87262e811661afbe099832c9fd2dd85bcd862ad4ebc22

See more details on using hashes here.

Provenance

The following attestation bundles were made for reductable_params-0.4.0-cp312-cp312-win_arm64.whl:

Publisher: release-wheels.yml on Vizonex/reductable-params

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

File details

Details for the file reductable_params-0.4.0-cp312-cp312-win_amd64.whl.

File metadata

File hashes

Hashes for reductable_params-0.4.0-cp312-cp312-win_amd64.whl
Algorithm Hash digest
SHA256 f1d2d554255924ae83e00137d8211e9b9f5ac98aa79b2164c3a320254673def5
MD5 7c1f441823ee3da42951c4f59bbc265e
BLAKE2b-256 3ccdebca64333f34b1f3783a5165b04e6aa66baa65e71f014832bad397652c99

See more details on using hashes here.

Provenance

The following attestation bundles were made for reductable_params-0.4.0-cp312-cp312-win_amd64.whl:

Publisher: release-wheels.yml on Vizonex/reductable-params

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

File details

Details for the file reductable_params-0.4.0-cp312-cp312-musllinux_1_2_x86_64.whl.

File metadata

File hashes

Hashes for reductable_params-0.4.0-cp312-cp312-musllinux_1_2_x86_64.whl
Algorithm Hash digest
SHA256 df48ec3b58f7780f4e12fe2756396be75ceadf658733d2a8972b22770b8817d1
MD5 d127e12bde6acb8fff101a5031050fea
BLAKE2b-256 dd3bcfbd19ae5ce7944ce7eabdee2cd188aaba48239666015a3cb6e0cfc89ce4

See more details on using hashes here.

Provenance

The following attestation bundles were made for reductable_params-0.4.0-cp312-cp312-musllinux_1_2_x86_64.whl:

Publisher: release-wheels.yml on Vizonex/reductable-params

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

File details

Details for the file reductable_params-0.4.0-cp312-cp312-manylinux1_x86_64.manylinux_2_28_x86_64.manylinux_2_5_x86_64.whl.

File metadata

File hashes

Hashes for reductable_params-0.4.0-cp312-cp312-manylinux1_x86_64.manylinux_2_28_x86_64.manylinux_2_5_x86_64.whl
Algorithm Hash digest
SHA256 934d3e9532b869fda7ebde1985ec6e2f75a481c1b58f134cdb65fdee6124fe7f
MD5 877a89579aec320889575f0a01f65e90
BLAKE2b-256 637cf2260c4b5d714b8466581af751b6aca07d0d3de011582e1adeadf1335048

See more details on using hashes here.

Provenance

The following attestation bundles were made for reductable_params-0.4.0-cp312-cp312-manylinux1_x86_64.manylinux_2_28_x86_64.manylinux_2_5_x86_64.whl:

Publisher: release-wheels.yml on Vizonex/reductable-params

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

File details

Details for the file reductable_params-0.4.0-cp312-cp312-macosx_11_0_arm64.whl.

File metadata

File hashes

Hashes for reductable_params-0.4.0-cp312-cp312-macosx_11_0_arm64.whl
Algorithm Hash digest
SHA256 4b1f86acc0a5a4fb85addbec1869ed040e1139420fd6804dd6f1a004f1303b9e
MD5 8ad578834c4e393268d80e765b722277
BLAKE2b-256 eada2e7b9689a3a5a04a0ffb620a293a3e75ebd807c3291ba2ec233ecffc12c9

See more details on using hashes here.

Provenance

The following attestation bundles were made for reductable_params-0.4.0-cp312-cp312-macosx_11_0_arm64.whl:

Publisher: release-wheels.yml on Vizonex/reductable-params

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

File details

Details for the file reductable_params-0.4.0-cp312-cp312-macosx_10_13_x86_64.whl.

File metadata

File hashes

Hashes for reductable_params-0.4.0-cp312-cp312-macosx_10_13_x86_64.whl
Algorithm Hash digest
SHA256 efcbadf8a2cae35ac2e2ea98eb4377a4227829d0b81889cc3efe663431029c97
MD5 f009cf7df1b1b40844ba67f4a669cc30
BLAKE2b-256 834cbb9568b57f77d283a1cedf741b5be7067fbc86ce268f573187ff9b5b46bb

See more details on using hashes here.

Provenance

The following attestation bundles were made for reductable_params-0.4.0-cp312-cp312-macosx_10_13_x86_64.whl:

Publisher: release-wheels.yml on Vizonex/reductable-params

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

File details

Details for the file reductable_params-0.4.0-cp311-cp311-win_arm64.whl.

File metadata

File hashes

Hashes for reductable_params-0.4.0-cp311-cp311-win_arm64.whl
Algorithm Hash digest
SHA256 fe69f8c69dfd5cdd56377ffef6f3c81f1d164932ab6fdeae38d6f1e877b4d8ca
MD5 e651dd1d31d0dbff3e753f630e93f14c
BLAKE2b-256 99474881cf3814391188616a589b45924d4de968036c2828e0981a21825a145a

See more details on using hashes here.

Provenance

The following attestation bundles were made for reductable_params-0.4.0-cp311-cp311-win_arm64.whl:

Publisher: release-wheels.yml on Vizonex/reductable-params

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

File details

Details for the file reductable_params-0.4.0-cp311-cp311-win_amd64.whl.

File metadata

File hashes

Hashes for reductable_params-0.4.0-cp311-cp311-win_amd64.whl
Algorithm Hash digest
SHA256 13acd910f8f775c8365dc39c4bfbcfe1966b0e98061a1c7749c15074880727f2
MD5 2c3fd756880ada1c2e8539f1b9f13efe
BLAKE2b-256 de2e0283df2bb103894091a8ee08edfa31055b9235db1e61da7ce2f1abd0960b

See more details on using hashes here.

Provenance

The following attestation bundles were made for reductable_params-0.4.0-cp311-cp311-win_amd64.whl:

Publisher: release-wheels.yml on Vizonex/reductable-params

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

File details

Details for the file reductable_params-0.4.0-cp311-cp311-musllinux_1_2_x86_64.whl.

File metadata

File hashes

Hashes for reductable_params-0.4.0-cp311-cp311-musllinux_1_2_x86_64.whl
Algorithm Hash digest
SHA256 1117e5c6fe3204b3fb7d125067278b21667a8df38175962c3e08f6895aec0ead
MD5 c3929488232ac1e6b1b9c6300957ee00
BLAKE2b-256 7b3737f76e64d6f66de9bd9578983485d5a7043f3a746b9af952295dad5be538

See more details on using hashes here.

Provenance

The following attestation bundles were made for reductable_params-0.4.0-cp311-cp311-musllinux_1_2_x86_64.whl:

Publisher: release-wheels.yml on Vizonex/reductable-params

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

File details

Details for the file reductable_params-0.4.0-cp311-cp311-manylinux1_x86_64.manylinux_2_28_x86_64.manylinux_2_5_x86_64.whl.

File metadata

File hashes

Hashes for reductable_params-0.4.0-cp311-cp311-manylinux1_x86_64.manylinux_2_28_x86_64.manylinux_2_5_x86_64.whl
Algorithm Hash digest
SHA256 c7f6c23b54103dd42ecf428f97900dbcf507c309521f0f374ba04b7944b517ad
MD5 b5dd58653c0ca669a9f70f35d6583755
BLAKE2b-256 0d5ec8f0ff6ddf9f5e5044f73da3877c48319c1c203f6adc0cb6c602b5cf7aa3

See more details on using hashes here.

Provenance

The following attestation bundles were made for reductable_params-0.4.0-cp311-cp311-manylinux1_x86_64.manylinux_2_28_x86_64.manylinux_2_5_x86_64.whl:

Publisher: release-wheels.yml on Vizonex/reductable-params

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

File details

Details for the file reductable_params-0.4.0-cp311-cp311-macosx_11_0_arm64.whl.

File metadata

File hashes

Hashes for reductable_params-0.4.0-cp311-cp311-macosx_11_0_arm64.whl
Algorithm Hash digest
SHA256 e729d134ef91a17b5f0f70b61cf6478f435fd3e0b42c859cb8460afe6d51f396
MD5 bfa9068b0ce60a81df3a21c459cbaf8b
BLAKE2b-256 3d62b071b5bbf139a2888942c69d677707f786381cb7be8feb7d55746a8fe2a4

See more details on using hashes here.

Provenance

The following attestation bundles were made for reductable_params-0.4.0-cp311-cp311-macosx_11_0_arm64.whl:

Publisher: release-wheels.yml on Vizonex/reductable-params

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

File details

Details for the file reductable_params-0.4.0-cp311-cp311-macosx_10_9_x86_64.whl.

File metadata

File hashes

Hashes for reductable_params-0.4.0-cp311-cp311-macosx_10_9_x86_64.whl
Algorithm Hash digest
SHA256 b01c646bd45433990274508f8ed0a5882d256c6c033e99914ca849b6acb2835e
MD5 32da4b0dc0403a74d3aebd40849b1c02
BLAKE2b-256 81f366ecdb22ccdacbc2bec13a5f415bdf66b27dc7e1c27ec1dd04c33c502cac

See more details on using hashes here.

Provenance

The following attestation bundles were made for reductable_params-0.4.0-cp311-cp311-macosx_10_9_x86_64.whl:

Publisher: release-wheels.yml on Vizonex/reductable-params

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

File details

Details for the file reductable_params-0.4.0-cp310-cp310-win_arm64.whl.

File metadata

File hashes

Hashes for reductable_params-0.4.0-cp310-cp310-win_arm64.whl
Algorithm Hash digest
SHA256 afa76c00e68c958a88b62118cdd6117253bb49bdf9ca597a5dbc35a2ad5cbc37
MD5 a59b19574b94aa6b6d55e1a58c325177
BLAKE2b-256 2b20e37e8e40c05c01a6409701bfa42476f631c60be89d2762f98b8a89623bc2

See more details on using hashes here.

Provenance

The following attestation bundles were made for reductable_params-0.4.0-cp310-cp310-win_arm64.whl:

Publisher: release-wheels.yml on Vizonex/reductable-params

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

File details

Details for the file reductable_params-0.4.0-cp310-cp310-win_amd64.whl.

File metadata

File hashes

Hashes for reductable_params-0.4.0-cp310-cp310-win_amd64.whl
Algorithm Hash digest
SHA256 ad8fd2e928cdc3ece07a4c4336cc18accdb8b9b2da6ff8cc60ac632985b0ec86
MD5 e3d8d2eb5586d46a8dd6e5894efb21f7
BLAKE2b-256 52dd90fc030de978617b07163be83cd91295fa273e06817a932c339562da485e

See more details on using hashes here.

Provenance

The following attestation bundles were made for reductable_params-0.4.0-cp310-cp310-win_amd64.whl:

Publisher: release-wheels.yml on Vizonex/reductable-params

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

File details

Details for the file reductable_params-0.4.0-cp310-cp310-musllinux_1_2_x86_64.whl.

File metadata

File hashes

Hashes for reductable_params-0.4.0-cp310-cp310-musllinux_1_2_x86_64.whl
Algorithm Hash digest
SHA256 cb93385ce5c9e39e7c0c9f4146192a4a80bc5fca7d6043d9e80c12cc686a5de2
MD5 a6176255f4b68e7e1546540baffbe7ea
BLAKE2b-256 5ac294464a2005dff80d76a936963dd2c84d5e435e052ab438f4efdfb78c70ee

See more details on using hashes here.

Provenance

The following attestation bundles were made for reductable_params-0.4.0-cp310-cp310-musllinux_1_2_x86_64.whl:

Publisher: release-wheels.yml on Vizonex/reductable-params

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

File details

Details for the file reductable_params-0.4.0-cp310-cp310-manylinux1_x86_64.manylinux_2_28_x86_64.manylinux_2_5_x86_64.whl.

File metadata

File hashes

Hashes for reductable_params-0.4.0-cp310-cp310-manylinux1_x86_64.manylinux_2_28_x86_64.manylinux_2_5_x86_64.whl
Algorithm Hash digest
SHA256 f75a8e74a48b3be4fc05f881415562727bca5c603e2150b031dbb73b86796097
MD5 87fab676ae761af31af669c351c083f5
BLAKE2b-256 4d8601d5c17ebf77e60f923268ba6851d54834fb2f5fcc30b1a5d1b629875666

See more details on using hashes here.

Provenance

The following attestation bundles were made for reductable_params-0.4.0-cp310-cp310-manylinux1_x86_64.manylinux_2_28_x86_64.manylinux_2_5_x86_64.whl:

Publisher: release-wheels.yml on Vizonex/reductable-params

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

File details

Details for the file reductable_params-0.4.0-cp310-cp310-macosx_11_0_arm64.whl.

File metadata

File hashes

Hashes for reductable_params-0.4.0-cp310-cp310-macosx_11_0_arm64.whl
Algorithm Hash digest
SHA256 2e60b56e39b3acfac2d5dd91ff0b3fa5c6d45f4d9c014b117926a30b784e25f7
MD5 4e8a035798deedc65504b12ed03693e0
BLAKE2b-256 009cea6cbbf775ec46d6eb3cbc4099436fce433a55c0bad6a6950090b9589e92

See more details on using hashes here.

Provenance

The following attestation bundles were made for reductable_params-0.4.0-cp310-cp310-macosx_11_0_arm64.whl:

Publisher: release-wheels.yml on Vizonex/reductable-params

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

File details

Details for the file reductable_params-0.4.0-cp310-cp310-macosx_10_9_x86_64.whl.

File metadata

File hashes

Hashes for reductable_params-0.4.0-cp310-cp310-macosx_10_9_x86_64.whl
Algorithm Hash digest
SHA256 f5b7e86c70c2826ca922244e7c88fe8414255631224b089521e11739604df9be
MD5 2c4c72fdaf8b2e7ec99565ab28911138
BLAKE2b-256 09ab8132ce298563e3ed9df4c8b5457ee9f94829ae3c6f276167ab95f1816bcb

See more details on using hashes here.

Provenance

The following attestation bundles were made for reductable_params-0.4.0-cp310-cp310-macosx_10_9_x86_64.whl:

Publisher: release-wheels.yml on Vizonex/reductable-params

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