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-0.3.1.tar.gz (10.8 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-0.3.1-cp314-cp314t-win_arm64.whl (42.2 kB view details)

Uploaded CPython 3.14tWindows ARM64

reductable_params-0.3.1-cp314-cp314t-win_amd64.whl (50.0 kB view details)

Uploaded CPython 3.14tWindows x86-64

reductable_params-0.3.1-cp314-cp314t-musllinux_1_2_x86_64.whl (282.7 kB view details)

Uploaded CPython 3.14tmusllinux: musl 1.2+ x86-64

reductable_params-0.3.1-cp314-cp314t-manylinux2014_x86_64.manylinux_2_17_x86_64.manylinux_2_28_x86_64.whl (284.7 kB view details)

Uploaded CPython 3.14tmanylinux: glibc 2.17+ x86-64manylinux: glibc 2.28+ x86-64

reductable_params-0.3.1-cp314-cp314t-macosx_11_0_arm64.whl (50.7 kB view details)

Uploaded CPython 3.14tmacOS 11.0+ ARM64

reductable_params-0.3.1-cp314-cp314t-macosx_10_15_x86_64.whl (48.6 kB view details)

Uploaded CPython 3.14tmacOS 10.15+ x86-64

reductable_params-0.3.1-cp314-cp314-win_arm64.whl (39.7 kB view details)

Uploaded CPython 3.14Windows ARM64

reductable_params-0.3.1-cp314-cp314-win_amd64.whl (43.5 kB view details)

Uploaded CPython 3.14Windows x86-64

reductable_params-0.3.1-cp314-cp314-musllinux_1_2_x86_64.whl (223.2 kB view details)

Uploaded CPython 3.14musllinux: musl 1.2+ x86-64

reductable_params-0.3.1-cp314-cp314-manylinux2014_x86_64.manylinux_2_17_x86_64.manylinux_2_28_x86_64.whl (221.6 kB view details)

Uploaded CPython 3.14manylinux: glibc 2.17+ x86-64manylinux: glibc 2.28+ x86-64

reductable_params-0.3.1-cp314-cp314-macosx_11_0_arm64.whl (47.0 kB view details)

Uploaded CPython 3.14macOS 11.0+ ARM64

reductable_params-0.3.1-cp314-cp314-macosx_10_15_x86_64.whl (46.0 kB view details)

Uploaded CPython 3.14macOS 10.15+ x86-64

reductable_params-0.3.1-cp313-cp313-win_arm64.whl (38.7 kB view details)

Uploaded CPython 3.13Windows ARM64

reductable_params-0.3.1-cp313-cp313-win_amd64.whl (42.7 kB view details)

Uploaded CPython 3.13Windows x86-64

reductable_params-0.3.1-cp313-cp313-musllinux_1_2_x86_64.whl (225.3 kB view details)

Uploaded CPython 3.13musllinux: musl 1.2+ x86-64

reductable_params-0.3.1-cp313-cp313-manylinux2014_x86_64.manylinux_2_17_x86_64.manylinux_2_28_x86_64.whl (224.1 kB view details)

Uploaded CPython 3.13manylinux: glibc 2.17+ x86-64manylinux: glibc 2.28+ x86-64

reductable_params-0.3.1-cp313-cp313-macosx_11_0_arm64.whl (46.5 kB view details)

Uploaded CPython 3.13macOS 11.0+ ARM64

reductable_params-0.3.1-cp313-cp313-macosx_10_13_x86_64.whl (45.9 kB view details)

Uploaded CPython 3.13macOS 10.13+ x86-64

reductable_params-0.3.1-cp312-cp312-win_arm64.whl (39.2 kB view details)

Uploaded CPython 3.12Windows ARM64

reductable_params-0.3.1-cp312-cp312-win_amd64.whl (43.0 kB view details)

Uploaded CPython 3.12Windows x86-64

reductable_params-0.3.1-cp312-cp312-musllinux_1_2_x86_64.whl (238.4 kB view details)

Uploaded CPython 3.12musllinux: musl 1.2+ x86-64

reductable_params-0.3.1-cp312-cp312-manylinux2014_x86_64.manylinux_2_17_x86_64.manylinux_2_28_x86_64.whl (237.4 kB view details)

Uploaded CPython 3.12manylinux: glibc 2.17+ x86-64manylinux: glibc 2.28+ x86-64

reductable_params-0.3.1-cp312-cp312-macosx_11_0_arm64.whl (47.1 kB view details)

Uploaded CPython 3.12macOS 11.0+ ARM64

reductable_params-0.3.1-cp312-cp312-macosx_10_13_x86_64.whl (46.5 kB view details)

Uploaded CPython 3.12macOS 10.13+ x86-64

reductable_params-0.3.1-cp311-cp311-win_arm64.whl (39.3 kB view details)

Uploaded CPython 3.11Windows ARM64

reductable_params-0.3.1-cp311-cp311-win_amd64.whl (42.7 kB view details)

Uploaded CPython 3.11Windows x86-64

reductable_params-0.3.1-cp311-cp311-musllinux_1_2_x86_64.whl (223.3 kB view details)

Uploaded CPython 3.11musllinux: musl 1.2+ x86-64

reductable_params-0.3.1-cp311-cp311-manylinux2014_x86_64.manylinux_2_17_x86_64.manylinux_2_28_x86_64.whl (221.0 kB view details)

Uploaded CPython 3.11manylinux: glibc 2.17+ x86-64manylinux: glibc 2.28+ x86-64

reductable_params-0.3.1-cp311-cp311-macosx_11_0_arm64.whl (46.6 kB view details)

Uploaded CPython 3.11macOS 11.0+ ARM64

reductable_params-0.3.1-cp311-cp311-macosx_10_9_x86_64.whl (45.6 kB view details)

Uploaded CPython 3.11macOS 10.9+ x86-64

reductable_params-0.3.1-cp310-cp310-win_arm64.whl (39.4 kB view details)

Uploaded CPython 3.10Windows ARM64

reductable_params-0.3.1-cp310-cp310-win_amd64.whl (42.8 kB view details)

Uploaded CPython 3.10Windows x86-64

reductable_params-0.3.1-cp310-cp310-musllinux_1_2_x86_64.whl (210.3 kB view details)

Uploaded CPython 3.10musllinux: musl 1.2+ x86-64

reductable_params-0.3.1-cp310-cp310-manylinux2014_x86_64.manylinux_2_17_x86_64.manylinux_2_28_x86_64.whl (208.7 kB view details)

Uploaded CPython 3.10manylinux: glibc 2.17+ x86-64manylinux: glibc 2.28+ x86-64

reductable_params-0.3.1-cp310-cp310-macosx_11_0_arm64.whl (46.8 kB view details)

Uploaded CPython 3.10macOS 11.0+ ARM64

reductable_params-0.3.1-cp310-cp310-macosx_10_9_x86_64.whl (45.7 kB view details)

Uploaded CPython 3.10macOS 10.9+ x86-64

File details

Details for the file reductable_params-0.3.1.tar.gz.

File metadata

  • Download URL: reductable_params-0.3.1.tar.gz
  • Upload date:
  • Size: 10.8 kB
  • Tags: Source
  • Uploaded using Trusted Publishing? Yes
  • Uploaded via: twine/6.1.0 CPython/3.13.12

File hashes

Hashes for reductable_params-0.3.1.tar.gz
Algorithm Hash digest
SHA256 5efd2f8d88c641626adba218192f85da1b292055522551d7618716067f219bfc
MD5 ef681537a3e3182e42b079235c953332
BLAKE2b-256 dfbfca41bed5fee7545e5386c492aa6985e126ac78f73a0e16aa2cdd715a1467

See more details on using hashes here.

Provenance

The following attestation bundles were made for reductable_params-0.3.1.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-0.3.1-cp314-cp314t-win_arm64.whl.

File metadata

File hashes

Hashes for reductable_params-0.3.1-cp314-cp314t-win_arm64.whl
Algorithm Hash digest
SHA256 ccc8f1df634db820b343c4fcdefe563c306feb7a4c7583d43ec697d86596275f
MD5 4cc561869c6935e78c1b68b3d55f505b
BLAKE2b-256 ad27a0251660d5d9b16ddad5e46f5a3dc440c8e39fafb5a63d2b1cace7bfa570

See more details on using hashes here.

Provenance

The following attestation bundles were made for reductable_params-0.3.1-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-0.3.1-cp314-cp314t-win_amd64.whl.

File metadata

File hashes

Hashes for reductable_params-0.3.1-cp314-cp314t-win_amd64.whl
Algorithm Hash digest
SHA256 181ef2077a847fa8bbd7b8e713b8d7a988bf985bbefbc759244457fa0efa689b
MD5 80d4f91d393a5589bb5837f6a7f8fa66
BLAKE2b-256 83bf52235da3089bf8b99221571c8d1b0396e1e28b6f82639b41d2068230db22

See more details on using hashes here.

Provenance

The following attestation bundles were made for reductable_params-0.3.1-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-0.3.1-cp314-cp314t-musllinux_1_2_x86_64.whl.

File metadata

File hashes

Hashes for reductable_params-0.3.1-cp314-cp314t-musllinux_1_2_x86_64.whl
Algorithm Hash digest
SHA256 e692d05cd10e62f674ee04a2bbfda07e4865eb0d3497b579dbbf386a567ed9cc
MD5 c86b5ec2e57d3b5ef014356efbd0bcdd
BLAKE2b-256 11c08a1de7bac64cf6ca349748c20aaa3b7153f881d40902da2721444e677918

See more details on using hashes here.

Provenance

The following attestation bundles were made for reductable_params-0.3.1-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-0.3.1-cp314-cp314t-manylinux2014_x86_64.manylinux_2_17_x86_64.manylinux_2_28_x86_64.whl.

File metadata

File hashes

Hashes for reductable_params-0.3.1-cp314-cp314t-manylinux2014_x86_64.manylinux_2_17_x86_64.manylinux_2_28_x86_64.whl
Algorithm Hash digest
SHA256 43090c96ce503dbee0dc915c88401be25657a28d02e691314d53bc6211b632de
MD5 e5c9da119a79673fc79367f50c11ee44
BLAKE2b-256 c4720d961082ce673841978ab8aa4ff94488ac8ea3565576d39cb6bca77eba38

See more details on using hashes here.

Provenance

The following attestation bundles were made for reductable_params-0.3.1-cp314-cp314t-manylinux2014_x86_64.manylinux_2_17_x86_64.manylinux_2_28_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-0.3.1-cp314-cp314t-macosx_11_0_arm64.whl.

File metadata

File hashes

Hashes for reductable_params-0.3.1-cp314-cp314t-macosx_11_0_arm64.whl
Algorithm Hash digest
SHA256 20131b333858e1a15dd660e033bd24ae72080d2680a655ebcbcf280b15fa3189
MD5 9f82b263526502ed0a846f419554f482
BLAKE2b-256 d2bf0fffd6f1b05d2a5464dcfbd0f6dc1b5ae13609c1d49d0e1f4238d6bee79b

See more details on using hashes here.

Provenance

The following attestation bundles were made for reductable_params-0.3.1-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-0.3.1-cp314-cp314t-macosx_10_15_x86_64.whl.

File metadata

File hashes

Hashes for reductable_params-0.3.1-cp314-cp314t-macosx_10_15_x86_64.whl
Algorithm Hash digest
SHA256 50ef7c2630c6d31a10ad641141e8fb62c763a7f6dddf8359f034f65ef9c7c75f
MD5 c9faef84b5944286b1d36bdb8e16d84d
BLAKE2b-256 ae9b41fd5b3ce6d53567802a9b0faffc6715cc7b853af42c8ebb14dc764e60d4

See more details on using hashes here.

Provenance

The following attestation bundles were made for reductable_params-0.3.1-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-0.3.1-cp314-cp314-win_arm64.whl.

File metadata

File hashes

Hashes for reductable_params-0.3.1-cp314-cp314-win_arm64.whl
Algorithm Hash digest
SHA256 a901238394fd962e80a6e279476684c6449fbad727053190668828d4c28bae4a
MD5 54915e01bdb0dbf5b2841358a0339f4f
BLAKE2b-256 90f9d23528355d130d797c22a06c69637c523ebb7cf34764fcdbb3c04953914a

See more details on using hashes here.

Provenance

The following attestation bundles were made for reductable_params-0.3.1-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-0.3.1-cp314-cp314-win_amd64.whl.

File metadata

File hashes

Hashes for reductable_params-0.3.1-cp314-cp314-win_amd64.whl
Algorithm Hash digest
SHA256 8b766783e531a623b81f2abd75e54d55fc4f3935501b5a52d5fee36b6fc20819
MD5 67f661f49d7d317c34a53fafc60dd502
BLAKE2b-256 ef9b838e1858182e74072f8d289395635eca0cfb44bf2e5382d4ba6a74a4c759

See more details on using hashes here.

Provenance

The following attestation bundles were made for reductable_params-0.3.1-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-0.3.1-cp314-cp314-musllinux_1_2_x86_64.whl.

File metadata

File hashes

Hashes for reductable_params-0.3.1-cp314-cp314-musllinux_1_2_x86_64.whl
Algorithm Hash digest
SHA256 b7061397172a35fc882d3fb78404f59f00f6396ddebe44c88f4c1705952252be
MD5 2c07e26edef0e6f22a12b765508ac892
BLAKE2b-256 1826112f9bee6c1d4a25d4f55a1a52432ff617de44c9358e549ce61d839a7735

See more details on using hashes here.

Provenance

The following attestation bundles were made for reductable_params-0.3.1-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-0.3.1-cp314-cp314-manylinux2014_x86_64.manylinux_2_17_x86_64.manylinux_2_28_x86_64.whl.

File metadata

File hashes

Hashes for reductable_params-0.3.1-cp314-cp314-manylinux2014_x86_64.manylinux_2_17_x86_64.manylinux_2_28_x86_64.whl
Algorithm Hash digest
SHA256 fe646f9dbc0cdbd825617a0bc4567e3c165a8981bd554aea82134127b1a24cd9
MD5 38450e43f147c01617098dd86d554c4e
BLAKE2b-256 97e72b739d74a42a185c54dd14b9f86d4cc196e65b27afc7517a60301762f437

See more details on using hashes here.

Provenance

The following attestation bundles were made for reductable_params-0.3.1-cp314-cp314-manylinux2014_x86_64.manylinux_2_17_x86_64.manylinux_2_28_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-0.3.1-cp314-cp314-macosx_11_0_arm64.whl.

File metadata

File hashes

Hashes for reductable_params-0.3.1-cp314-cp314-macosx_11_0_arm64.whl
Algorithm Hash digest
SHA256 30a0bd3b5488feb11c4ba2e7c6a5720d6448383d4f89db78d3302ec663b9f07f
MD5 50707d3b812bb1fe9ea77d27b8d6b427
BLAKE2b-256 4b1f5e8b7d07bc8069d1c35fecfdd657a9875212168da35f744ea8793cb9dceb

See more details on using hashes here.

Provenance

The following attestation bundles were made for reductable_params-0.3.1-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-0.3.1-cp314-cp314-macosx_10_15_x86_64.whl.

File metadata

File hashes

Hashes for reductable_params-0.3.1-cp314-cp314-macosx_10_15_x86_64.whl
Algorithm Hash digest
SHA256 816d9a15c9bc95fed99755978096ec412cd3fc814b1e96f31c5128223debfe1f
MD5 577d5b9ea632b5387165290195b5f32e
BLAKE2b-256 8f2625f36062b5298b41ec3aa311f68fe19ec347bec4b7c96376c0185c6359dd

See more details on using hashes here.

Provenance

The following attestation bundles were made for reductable_params-0.3.1-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-0.3.1-cp313-cp313-win_arm64.whl.

File metadata

File hashes

Hashes for reductable_params-0.3.1-cp313-cp313-win_arm64.whl
Algorithm Hash digest
SHA256 f55f5a8b420d0caa2c5b5234f651573c435e6db96ad8c7d0ee0743262ca6b217
MD5 2a02e714cf4cebfd2d4c7e889e9c5569
BLAKE2b-256 dd9627e930deb6e68ec466d523f16b09dcde990411b15de726184bce08cb89ef

See more details on using hashes here.

Provenance

The following attestation bundles were made for reductable_params-0.3.1-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-0.3.1-cp313-cp313-win_amd64.whl.

File metadata

File hashes

Hashes for reductable_params-0.3.1-cp313-cp313-win_amd64.whl
Algorithm Hash digest
SHA256 858bf522a140d68a0c735fb6bb5f47d4836d382aeee2e88d16eb1bee764ff0fc
MD5 308ad696c5389fb39c508a7f65da746c
BLAKE2b-256 94d80987b5b78d7b4db98816ef718930dd77de9a5a6766906c3e6ff9ba7e2b32

See more details on using hashes here.

Provenance

The following attestation bundles were made for reductable_params-0.3.1-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-0.3.1-cp313-cp313-musllinux_1_2_x86_64.whl.

File metadata

File hashes

Hashes for reductable_params-0.3.1-cp313-cp313-musllinux_1_2_x86_64.whl
Algorithm Hash digest
SHA256 f51139dbd29a42da63d442c9e2523e459a9a9517c56c72adae6014e413d1791b
MD5 cc311f9c1b699a0b8bc5b61843e6cdc3
BLAKE2b-256 02a5b977ece942fa499b0c42a5318035b93dd14f680919dbf39fe7ea0a47d36c

See more details on using hashes here.

Provenance

The following attestation bundles were made for reductable_params-0.3.1-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-0.3.1-cp313-cp313-manylinux2014_x86_64.manylinux_2_17_x86_64.manylinux_2_28_x86_64.whl.

File metadata

File hashes

Hashes for reductable_params-0.3.1-cp313-cp313-manylinux2014_x86_64.manylinux_2_17_x86_64.manylinux_2_28_x86_64.whl
Algorithm Hash digest
SHA256 7a65b2f409901d26cfc6c912543a5851c084ec403190dd6c33f636ad016868d2
MD5 83c43b2acdb3c26c7bf2c3eba4c75942
BLAKE2b-256 2d80da72464566a04f76e366d91716b37c0976931bc43c2d793de1262edc850d

See more details on using hashes here.

Provenance

The following attestation bundles were made for reductable_params-0.3.1-cp313-cp313-manylinux2014_x86_64.manylinux_2_17_x86_64.manylinux_2_28_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-0.3.1-cp313-cp313-macosx_11_0_arm64.whl.

File metadata

File hashes

Hashes for reductable_params-0.3.1-cp313-cp313-macosx_11_0_arm64.whl
Algorithm Hash digest
SHA256 51f45292fb39f49235948b0ded053abeccc7a94caf07b82d1d1b1e7ac39ce77c
MD5 c483c828fa073af859eb8b45dda90eb3
BLAKE2b-256 f76d297e9e9c0d90d27e45006d052e2e4bf2c8e8dbb48da659e401b98f8a8c51

See more details on using hashes here.

Provenance

The following attestation bundles were made for reductable_params-0.3.1-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-0.3.1-cp313-cp313-macosx_10_13_x86_64.whl.

File metadata

File hashes

Hashes for reductable_params-0.3.1-cp313-cp313-macosx_10_13_x86_64.whl
Algorithm Hash digest
SHA256 80367f1046098d4a6bfcf7ff0a15684237d7750f8d30ea03647cd45e97efc2ef
MD5 4f4430fbd7ef0a876a7ac0b08e11a190
BLAKE2b-256 bd2c4fad85e6af4b1e8fa639ead3f546b98b33d5d8c96a28ff4a976d6f255d26

See more details on using hashes here.

Provenance

The following attestation bundles were made for reductable_params-0.3.1-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-0.3.1-cp312-cp312-win_arm64.whl.

File metadata

File hashes

Hashes for reductable_params-0.3.1-cp312-cp312-win_arm64.whl
Algorithm Hash digest
SHA256 0365cfefe467be01e22bfc485a6093079fd07c6515ad7a362240eaf00aed9e59
MD5 6146fe5c9fa4fc9e42beb87eba09acd8
BLAKE2b-256 01b8ef8cca0e626ce824d072a894bcd56a71b5e9118c5a9e91894265ed54a557

See more details on using hashes here.

Provenance

The following attestation bundles were made for reductable_params-0.3.1-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-0.3.1-cp312-cp312-win_amd64.whl.

File metadata

File hashes

Hashes for reductable_params-0.3.1-cp312-cp312-win_amd64.whl
Algorithm Hash digest
SHA256 1b1d6aef74913345468d0b89f0f63c8eb20001e65065a3e3cd5dd3df7f387b7d
MD5 75717e465cbd90b9e88b062cceb2d00a
BLAKE2b-256 c4b523b423516cdab0f5e581fa431c482215995856bd6e23de542d5896aee9cb

See more details on using hashes here.

Provenance

The following attestation bundles were made for reductable_params-0.3.1-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-0.3.1-cp312-cp312-musllinux_1_2_x86_64.whl.

File metadata

File hashes

Hashes for reductable_params-0.3.1-cp312-cp312-musllinux_1_2_x86_64.whl
Algorithm Hash digest
SHA256 a2809e27f4899738829f57fe3bad88376b404b4987b204804691980e415235a8
MD5 3041cc89b7583e9e2d00925b8c450449
BLAKE2b-256 c1aafc1bd9b166030ee845d22b4fc4703eedd6bdb4bef916ccac81f1c20c5c89

See more details on using hashes here.

Provenance

The following attestation bundles were made for reductable_params-0.3.1-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-0.3.1-cp312-cp312-manylinux2014_x86_64.manylinux_2_17_x86_64.manylinux_2_28_x86_64.whl.

File metadata

File hashes

Hashes for reductable_params-0.3.1-cp312-cp312-manylinux2014_x86_64.manylinux_2_17_x86_64.manylinux_2_28_x86_64.whl
Algorithm Hash digest
SHA256 25328c4ed19a1f1dff15fad7fcc4693e12c93d6d9e381d2b931b3c023c6d0f9d
MD5 9d7325f95221f7ed1b31f330a6dfc9dd
BLAKE2b-256 46ef46761fe4340c2482808963bffa0ff8e9cb30aed01c1f9281a872ede54d80

See more details on using hashes here.

Provenance

The following attestation bundles were made for reductable_params-0.3.1-cp312-cp312-manylinux2014_x86_64.manylinux_2_17_x86_64.manylinux_2_28_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-0.3.1-cp312-cp312-macosx_11_0_arm64.whl.

File metadata

File hashes

Hashes for reductable_params-0.3.1-cp312-cp312-macosx_11_0_arm64.whl
Algorithm Hash digest
SHA256 8b38c332cfd3a9334bb511a6fe9c5a435d4a5e5e9895321a4836b8106dba640e
MD5 f689765d0390cb15f7a99d94f72bafde
BLAKE2b-256 35284ec36934fa053683fa42e3e1c8039370cd0712540e5ada6e3cd350eb2d63

See more details on using hashes here.

Provenance

The following attestation bundles were made for reductable_params-0.3.1-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-0.3.1-cp312-cp312-macosx_10_13_x86_64.whl.

File metadata

File hashes

Hashes for reductable_params-0.3.1-cp312-cp312-macosx_10_13_x86_64.whl
Algorithm Hash digest
SHA256 177f85f89583637fe1b21f6a2104de4b94c1399c64250d9b07afc240a357a124
MD5 a357476d176b74117f49198a687ecae1
BLAKE2b-256 a51c1dc2be2a4ef6d20e79a77db29eae7677d7a8dea73f4fa9f282fb96081b73

See more details on using hashes here.

Provenance

The following attestation bundles were made for reductable_params-0.3.1-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-0.3.1-cp311-cp311-win_arm64.whl.

File metadata

File hashes

Hashes for reductable_params-0.3.1-cp311-cp311-win_arm64.whl
Algorithm Hash digest
SHA256 997c70b32ff241d3d26b9493b7593962d3d550b2e986a3813ef26102bba106aa
MD5 4d667e5928e7ca4cd0ee7f3377ab7738
BLAKE2b-256 1baf6554e6a3655f88748fdf275bd85fd0937b9a69af879894ed98da1b47f01c

See more details on using hashes here.

Provenance

The following attestation bundles were made for reductable_params-0.3.1-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-0.3.1-cp311-cp311-win_amd64.whl.

File metadata

File hashes

Hashes for reductable_params-0.3.1-cp311-cp311-win_amd64.whl
Algorithm Hash digest
SHA256 a6bfab732693eedfbf86c3cd731d0dc9a46c7613a4076ead7edda9daf6e3575d
MD5 81bc57848d9525e8a7bcdd2765decd58
BLAKE2b-256 f6a34cdccfe040b10895fb6bd18a468d9ab564c35b52551bb6f15349ac1d8351

See more details on using hashes here.

Provenance

The following attestation bundles were made for reductable_params-0.3.1-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-0.3.1-cp311-cp311-musllinux_1_2_x86_64.whl.

File metadata

File hashes

Hashes for reductable_params-0.3.1-cp311-cp311-musllinux_1_2_x86_64.whl
Algorithm Hash digest
SHA256 a1430d71b26d43b0eeceab69c86f3ddb8bafc1261d5942e256d7945c70bc6e6b
MD5 e2da4439197ac2ae33e1841e0b32d50d
BLAKE2b-256 e7d65eaa4642267394a849a75128b3a1b441c98db907d59373af205d7f58115e

See more details on using hashes here.

Provenance

The following attestation bundles were made for reductable_params-0.3.1-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-0.3.1-cp311-cp311-manylinux2014_x86_64.manylinux_2_17_x86_64.manylinux_2_28_x86_64.whl.

File metadata

File hashes

Hashes for reductable_params-0.3.1-cp311-cp311-manylinux2014_x86_64.manylinux_2_17_x86_64.manylinux_2_28_x86_64.whl
Algorithm Hash digest
SHA256 fd4f4a208183c5e81892b512591f5acd8af11ddf621e8749dcd0e47074e689e5
MD5 bfab3c12ed50634d88d094f47b0a80f6
BLAKE2b-256 37c5d55c1fbdf77b78c243c9aa1781b8f35587c997fbef1162a5b90b8761ee56

See more details on using hashes here.

Provenance

The following attestation bundles were made for reductable_params-0.3.1-cp311-cp311-manylinux2014_x86_64.manylinux_2_17_x86_64.manylinux_2_28_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-0.3.1-cp311-cp311-macosx_11_0_arm64.whl.

File metadata

File hashes

Hashes for reductable_params-0.3.1-cp311-cp311-macosx_11_0_arm64.whl
Algorithm Hash digest
SHA256 8055f449badf94653b7e00f6cac8c27d995ee34b1ef63ad69e54c02d58f968d6
MD5 df37cba7cc3f259464f2428626346ce0
BLAKE2b-256 d19e0e7671663df286b5fbed11eaebba112be8a325a37d18ee948abd42a498ab

See more details on using hashes here.

Provenance

The following attestation bundles were made for reductable_params-0.3.1-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-0.3.1-cp311-cp311-macosx_10_9_x86_64.whl.

File metadata

File hashes

Hashes for reductable_params-0.3.1-cp311-cp311-macosx_10_9_x86_64.whl
Algorithm Hash digest
SHA256 3908c1d32506b4c9a84441aa948f3aec8cad0d3050ab28025ebeaa1b6851ce9f
MD5 3ce6d53f4ad89aa2c242c6b9e06a8e2d
BLAKE2b-256 033e219b62b01b2d0822df6d0a543072336374af4cd896c5129c450eabf7fdf1

See more details on using hashes here.

Provenance

The following attestation bundles were made for reductable_params-0.3.1-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-0.3.1-cp310-cp310-win_arm64.whl.

File metadata

File hashes

Hashes for reductable_params-0.3.1-cp310-cp310-win_arm64.whl
Algorithm Hash digest
SHA256 ec2f6438633d4902afcdfe2b2f8672b7c79b7ea0910ae62d77fe60d8598e9e47
MD5 a2d4b545c507700dd43e0d8440af1602
BLAKE2b-256 d5af6c2b66b1ef97f86133eeadfe27e9a002289c507af0316c84d46313d2096a

See more details on using hashes here.

Provenance

The following attestation bundles were made for reductable_params-0.3.1-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-0.3.1-cp310-cp310-win_amd64.whl.

File metadata

File hashes

Hashes for reductable_params-0.3.1-cp310-cp310-win_amd64.whl
Algorithm Hash digest
SHA256 9f06f382c4380cb928d33a8095f3da2ceac9bfa692f4eeb3d3ab45192e233d92
MD5 5b9be1f800c02440da01f73296f0ddd2
BLAKE2b-256 4dee71a58a7f97e6de20d6a2bb99c5698f70c7931037ed5e065c00376ad4301e

See more details on using hashes here.

Provenance

The following attestation bundles were made for reductable_params-0.3.1-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-0.3.1-cp310-cp310-musllinux_1_2_x86_64.whl.

File metadata

File hashes

Hashes for reductable_params-0.3.1-cp310-cp310-musllinux_1_2_x86_64.whl
Algorithm Hash digest
SHA256 62749018d80ac9ea6ae712a35e4d33fec05390c74289e87b1780a2a8785c70b8
MD5 938008713070095515fb522532f3b5e5
BLAKE2b-256 b8ecfb2db2b1d57c81ae7dee1040f3c20475e858a66a86a7fdb2833890bdc306

See more details on using hashes here.

Provenance

The following attestation bundles were made for reductable_params-0.3.1-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-0.3.1-cp310-cp310-manylinux2014_x86_64.manylinux_2_17_x86_64.manylinux_2_28_x86_64.whl.

File metadata

File hashes

Hashes for reductable_params-0.3.1-cp310-cp310-manylinux2014_x86_64.manylinux_2_17_x86_64.manylinux_2_28_x86_64.whl
Algorithm Hash digest
SHA256 e8b9acbca348b16d747abf6201f9c8650f93351c12af9b01530f56e3bf7b8e81
MD5 3973981d2d24e5ad20d0bebe9eb5043b
BLAKE2b-256 c9a554694ed5c2bff643cb348d563f27e7ff2acbdfd08d29018cc3cb5b6e0f48

See more details on using hashes here.

Provenance

The following attestation bundles were made for reductable_params-0.3.1-cp310-cp310-manylinux2014_x86_64.manylinux_2_17_x86_64.manylinux_2_28_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-0.3.1-cp310-cp310-macosx_11_0_arm64.whl.

File metadata

File hashes

Hashes for reductable_params-0.3.1-cp310-cp310-macosx_11_0_arm64.whl
Algorithm Hash digest
SHA256 368cd00d93ee1d27e5ed8f066936ebf7f98946db228feccd736bacec380a12eb
MD5 a996496bb44f97d42a412918d313cfa3
BLAKE2b-256 1ea57b3984b9e6be0b20b2ee7eadbadea7ac72027eff4a92ccd8ec3ca69c4199

See more details on using hashes here.

Provenance

The following attestation bundles were made for reductable_params-0.3.1-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-0.3.1-cp310-cp310-macosx_10_9_x86_64.whl.

File metadata

File hashes

Hashes for reductable_params-0.3.1-cp310-cp310-macosx_10_9_x86_64.whl
Algorithm Hash digest
SHA256 7e760d8894c2f23680cf7812bb4792baa903360dde88475ebc43a1ceaaedb54b
MD5 a299126c48362e63a9b5a4f62fa437ed
BLAKE2b-256 4219cdc6e9c2ebb00e85faeeb6920c1b0083f1b3abd09439deee9ee7e4999061

See more details on using hashes here.

Provenance

The following attestation bundles were made for reductable_params-0.3.1-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