Skip to main content

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.

Metadata

Release files for reductable-params 1.0.4

For a detailed explanation of source distributions (sdists) and built distributions (wheels), please see the package formats documentation.

Source distribution (sdist)

Source distribution for reductable-params 1.0.4
File Size Uploaded Provenance Actions
reductable_params-1.0.4.tar.gz 11.5 kB With provenance Details for reductable_params-1.0.4.tar.gz

Built distributions (wheels)

Table of built distributions (wheels) for reductable-params 1.0.4
File Actions
reductable_params-1.0.4-cp314-cp314t-win_arm64.whl CPython 3.14 CPython 3.14 free-threading Windows ARM64 Details for reductable_params-1.0.4-cp314-cp314t-win_arm64.whl
reductable_params-1.0.4-cp314-cp314t-win_amd64.whl CPython 3.14 CPython 3.14 free-threading Windows x86-64 Details for reductable_params-1.0.4-cp314-cp314t-win_amd64.whl
reductable_params-1.0.4-cp314-cp314t-musllinux_1_2_x86_64.whl CPython 3.14 CPython 3.14 free-threading Linux musl 1.2+ x86-64 Details for reductable_params-1.0.4-cp314-cp314t-musllinux_1_2_x86_64.whl
reductable_params-1.0.4-cp314-cp314t-manylinux1_x86_64.manylinux_2_28_x86_64.manylinux_2_5_x86_64.whl CPython 3.14 CPython 3.14 free-threading Linux glibc 2.28+ x86-64, Linux glibc 2.5+ x86-64 Details for reductable_params-1.0.4-cp314-cp314t-manylinux1_x86_64.manylinux_2_28_x86_64.manylinux_2_5_x86_64.whl
reductable_params-1.0.4-cp314-cp314t-macosx_11_0_arm64.whl CPython 3.14 CPython 3.14 free-threading macOS 11.0+ ARM64 Details for reductable_params-1.0.4-cp314-cp314t-macosx_11_0_arm64.whl
reductable_params-1.0.4-cp314-cp314t-macosx_10_15_x86_64.whl CPython 3.14 CPython 3.14 free-threading macOS 10.15+ x86-64 Details for reductable_params-1.0.4-cp314-cp314t-macosx_10_15_x86_64.whl
reductable_params-1.0.4-cp314-cp314-win_arm64.whl CPython 3.14 CPython 3.14 Windows ARM64 Details for reductable_params-1.0.4-cp314-cp314-win_arm64.whl
reductable_params-1.0.4-cp314-cp314-win_amd64.whl CPython 3.14 CPython 3.14 Windows x86-64 Details for reductable_params-1.0.4-cp314-cp314-win_amd64.whl
reductable_params-1.0.4-cp314-cp314-musllinux_1_2_x86_64.whl CPython 3.14 CPython 3.14 Linux musl 1.2+ x86-64 Details for reductable_params-1.0.4-cp314-cp314-musllinux_1_2_x86_64.whl
reductable_params-1.0.4-cp314-cp314-manylinux1_x86_64.manylinux_2_28_x86_64.manylinux_2_5_x86_64.whl CPython 3.14 CPython 3.14 Linux glibc 2.5+ x86-64, Linux glibc 2.28+ x86-64 Details for reductable_params-1.0.4-cp314-cp314-manylinux1_x86_64.manylinux_2_28_x86_64.manylinux_2_5_x86_64.whl
reductable_params-1.0.4-cp314-cp314-macosx_11_0_arm64.whl CPython 3.14 CPython 3.14 macOS 11.0+ ARM64 Details for reductable_params-1.0.4-cp314-cp314-macosx_11_0_arm64.whl
reductable_params-1.0.4-cp314-cp314-macosx_10_15_x86_64.whl CPython 3.14 CPython 3.14 macOS 10.15+ x86-64 Details for reductable_params-1.0.4-cp314-cp314-macosx_10_15_x86_64.whl
reductable_params-1.0.4-cp313-cp313-win_arm64.whl CPython 3.13 CPython 3.13 Windows ARM64 Details for reductable_params-1.0.4-cp313-cp313-win_arm64.whl
reductable_params-1.0.4-cp313-cp313-win_amd64.whl CPython 3.13 CPython 3.13 Windows x86-64 Details for reductable_params-1.0.4-cp313-cp313-win_amd64.whl
reductable_params-1.0.4-cp313-cp313-musllinux_1_2_x86_64.whl CPython 3.13 CPython 3.13 Linux musl 1.2+ x86-64 Details for reductable_params-1.0.4-cp313-cp313-musllinux_1_2_x86_64.whl
reductable_params-1.0.4-cp313-cp313-manylinux1_x86_64.manylinux_2_28_x86_64.manylinux_2_5_x86_64.whl CPython 3.13 CPython 3.13 Linux glibc 2.5+ x86-64, Linux glibc 2.28+ x86-64 Details for reductable_params-1.0.4-cp313-cp313-manylinux1_x86_64.manylinux_2_28_x86_64.manylinux_2_5_x86_64.whl
reductable_params-1.0.4-cp313-cp313-macosx_11_0_arm64.whl CPython 3.13 CPython 3.13 macOS 11.0+ ARM64 Details for reductable_params-1.0.4-cp313-cp313-macosx_11_0_arm64.whl
reductable_params-1.0.4-cp313-cp313-macosx_10_13_x86_64.whl CPython 3.13 CPython 3.13 macOS 10.13+ x86-64 Details for reductable_params-1.0.4-cp313-cp313-macosx_10_13_x86_64.whl
reductable_params-1.0.4-cp312-cp312-win_arm64.whl CPython 3.12 CPython 3.12 Windows ARM64 Details for reductable_params-1.0.4-cp312-cp312-win_arm64.whl
reductable_params-1.0.4-cp312-cp312-win_amd64.whl CPython 3.12 CPython 3.12 Windows x86-64 Details for reductable_params-1.0.4-cp312-cp312-win_amd64.whl
reductable_params-1.0.4-cp312-cp312-musllinux_1_2_x86_64.whl CPython 3.12 CPython 3.12 Linux musl 1.2+ x86-64 Details for reductable_params-1.0.4-cp312-cp312-musllinux_1_2_x86_64.whl
reductable_params-1.0.4-cp312-cp312-manylinux1_x86_64.manylinux_2_28_x86_64.manylinux_2_5_x86_64.whl CPython 3.12 CPython 3.12 Linux glibc 2.28+ x86-64, Linux glibc 2.5+ x86-64 Details for reductable_params-1.0.4-cp312-cp312-manylinux1_x86_64.manylinux_2_28_x86_64.manylinux_2_5_x86_64.whl
reductable_params-1.0.4-cp312-cp312-macosx_11_0_arm64.whl CPython 3.12 CPython 3.12 macOS 11.0+ ARM64 Details for reductable_params-1.0.4-cp312-cp312-macosx_11_0_arm64.whl
reductable_params-1.0.4-cp312-cp312-macosx_10_13_x86_64.whl CPython 3.12 CPython 3.12 macOS 10.13+ x86-64 Details for reductable_params-1.0.4-cp312-cp312-macosx_10_13_x86_64.whl
reductable_params-1.0.4-cp311-cp311-win_arm64.whl CPython 3.11 CPython 3.11 Windows ARM64 Details for reductable_params-1.0.4-cp311-cp311-win_arm64.whl
reductable_params-1.0.4-cp311-cp311-win_amd64.whl CPython 3.11 CPython 3.11 Windows x86-64 Details for reductable_params-1.0.4-cp311-cp311-win_amd64.whl
reductable_params-1.0.4-cp311-cp311-musllinux_1_2_x86_64.whl CPython 3.11 CPython 3.11 Linux musl 1.2+ x86-64 Details for reductable_params-1.0.4-cp311-cp311-musllinux_1_2_x86_64.whl
reductable_params-1.0.4-cp311-cp311-manylinux1_x86_64.manylinux_2_28_x86_64.manylinux_2_5_x86_64.whl CPython 3.11 CPython 3.11 Linux glibc 2.5+ x86-64, Linux glibc 2.28+ x86-64 Details for reductable_params-1.0.4-cp311-cp311-manylinux1_x86_64.manylinux_2_28_x86_64.manylinux_2_5_x86_64.whl
reductable_params-1.0.4-cp311-cp311-macosx_11_0_arm64.whl CPython 3.11 CPython 3.11 macOS 11.0+ ARM64 Details for reductable_params-1.0.4-cp311-cp311-macosx_11_0_arm64.whl
reductable_params-1.0.4-cp311-cp311-macosx_10_9_x86_64.whl CPython 3.11 CPython 3.11 macOS 10.9+ x86-64 Details for reductable_params-1.0.4-cp311-cp311-macosx_10_9_x86_64.whl
reductable_params-1.0.4-cp310-cp310-win_arm64.whl CPython 3.10 CPython 3.10 Windows ARM64 Details for reductable_params-1.0.4-cp310-cp310-win_arm64.whl
reductable_params-1.0.4-cp310-cp310-win_amd64.whl CPython 3.10 CPython 3.10 Windows x86-64 Details for reductable_params-1.0.4-cp310-cp310-win_amd64.whl
reductable_params-1.0.4-cp310-cp310-musllinux_1_2_x86_64.whl CPython 3.10 CPython 3.10 Linux musl 1.2+ x86-64 Details for reductable_params-1.0.4-cp310-cp310-musllinux_1_2_x86_64.whl
reductable_params-1.0.4-cp310-cp310-manylinux1_x86_64.manylinux_2_28_x86_64.manylinux_2_5_x86_64.whl CPython 3.10 CPython 3.10 Linux glibc 2.28+ x86-64, Linux glibc 2.5+ x86-64 Details for reductable_params-1.0.4-cp310-cp310-manylinux1_x86_64.manylinux_2_28_x86_64.manylinux_2_5_x86_64.whl
reductable_params-1.0.4-cp310-cp310-macosx_11_0_arm64.whl CPython 3.10 CPython 3.10 macOS 11.0+ ARM64 Details for reductable_params-1.0.4-cp310-cp310-macosx_11_0_arm64.whl
reductable_params-1.0.4-cp310-cp310-macosx_10_9_x86_64.whl CPython 3.10 CPython 3.10 macOS 10.9+ x86-64 Details for reductable_params-1.0.4-cp310-cp310-macosx_10_9_x86_64.whl

Total release size: 1.5 MB

Release files / reductable_params-1.0.4.tar.gz

Download URL reductable_params-1.0.4.tar.gz
Size 11.5 kB
Tags Source
SHA-256 checksum
How to use checksums
c1ac3969956b4a931d5d7a43f0ebf261c51a7d096c6594fa7e6277269b525809
BLAKE2b-256 checksum
How to use checksums
1d7bb156c31650b7c6ff98864884e678a06716737e3da795d701004a9d667354
Upload date
Uploaded using Trusted Publishing?
What is trusted publishing?
Yes
Uploaded via twine/6.1.0 CPython/3.13.12

Provenance

Provenance describes where a file came from. On PyPI, provenance is shared via attestations, which provide a verifiable record of the build or publishing details. View details, limitations and caveats.

PyPI Publish Attestation

PyPI verified that this artifact, at this checksum, originated from the publisher listed below.

Signed by GitHub Actions, verified by PyPI on Jun 1, 2026.

Transparency log

Release files / reductable_params-1.0.4-cp314-cp314t-win_arm64.whl

Download URL reductable_params-1.0.4-cp314-cp314t-win_arm64.whl
Size 40.6 kB
Tags CPython 3.14 CPython 3.14 free-threading Windows ARM64
SHA-256 checksum
How to use checksums
5ddcaa11c0c771d1c098975b408e658736b2877978ef144eed086733dea5a1f8
BLAKE2b-256 checksum
How to use checksums
d891c16971c4fb6098aa429288eb40d777ac7ed8400a535d9699137725fe515d
Upload date
Uploaded using Trusted Publishing?
What is trusted publishing?
Yes
Uploaded via twine/6.1.0 CPython/3.13.12

Provenance

Provenance describes where a file came from. On PyPI, provenance is shared via attestations, which provide a verifiable record of the build or publishing details. View details, limitations and caveats.

PyPI Publish Attestation

PyPI verified that this artifact, at this checksum, originated from the publisher listed below.

Signed by GitHub Actions, verified by PyPI on Jun 1, 2026.

Transparency log

Release files / reductable_params-1.0.4-cp314-cp314t-win_amd64.whl

Download URL reductable_params-1.0.4-cp314-cp314t-win_amd64.whl
Size 42.8 kB
Tags CPython 3.14 CPython 3.14 free-threading Windows x86-64
SHA-256 checksum
How to use checksums
4b4886b951773becf706fa3aaed41db3d8e777b94f452e9f16a3cdc07f18130f
BLAKE2b-256 checksum
How to use checksums
fe326a11ee5ef681522aaaab67adb24bf0a176c79419481e822d92c63f10655c
Upload date
Uploaded using Trusted Publishing?
What is trusted publishing?
Yes
Uploaded via twine/6.1.0 CPython/3.13.12

Provenance

Provenance describes where a file came from. On PyPI, provenance is shared via attestations, which provide a verifiable record of the build or publishing details. View details, limitations and caveats.

PyPI Publish Attestation

PyPI verified that this artifact, at this checksum, originated from the publisher listed below.

Signed by GitHub Actions, verified by PyPI on Jun 1, 2026.

Transparency log

Release files / reductable_params-1.0.4-cp314-cp314t-musllinux_1_2_x86_64.whl

Download URL reductable_params-1.0.4-cp314-cp314t-musllinux_1_2_x86_64.whl
Size 48.4 kB
Tags CPython 3.14 CPython 3.14 free-threading Linux musl 1.2+ x86-64
SHA-256 checksum
How to use checksums
5c4b0967bbc2ee72a82725fed8cf13d11e64b488c8b4b244e342f71023821457
BLAKE2b-256 checksum
How to use checksums
44b30d61a0a01446a9065d7a42cf42f3b17847ae284ef442d7ad18ed4bf4525c
Upload date
Uploaded using Trusted Publishing?
What is trusted publishing?
Yes
Uploaded via twine/6.1.0 CPython/3.13.12

Provenance

Provenance describes where a file came from. On PyPI, provenance is shared via attestations, which provide a verifiable record of the build or publishing details. View details, limitations and caveats.

PyPI Publish Attestation

PyPI verified that this artifact, at this checksum, originated from the publisher listed below.

Signed by GitHub Actions, verified by PyPI on Jun 1, 2026.

Transparency log

Release files / reductable_params-1.0.4-cp314-cp314t-manylinux1_x86_64.manylinux_2_28_x86_64.manylinux_2_5_x86_64.whl

Download URL reductable_params-1.0.4-cp314-cp314t-manylinux1_x86_64.manylinux_2_28_x86_64.manylinux_2_5_x86_64.whl
Size 49.5 kB
Tags CPython 3.14 CPython 3.14 free-threading Linux glibc 2.28+ x86-64 Linux glibc 2.5+ x86-64
SHA-256 checksum
How to use checksums
b3d0f05290593fdc69bd77bd2fc255e1094aac4f8401c61fe0a561ecf55dc740
BLAKE2b-256 checksum
How to use checksums
4860da296c493aa337da81c3718064682a7865193591bc8be321340df4cc97ee
Upload date
Uploaded using Trusted Publishing?
What is trusted publishing?
Yes
Uploaded via twine/6.1.0 CPython/3.13.12

Provenance

Provenance describes where a file came from. On PyPI, provenance is shared via attestations, which provide a verifiable record of the build or publishing details. View details, limitations and caveats.

PyPI Publish Attestation

PyPI verified that this artifact, at this checksum, originated from the publisher listed below.

Signed by GitHub Actions, verified by PyPI on Jun 1, 2026.

Transparency log

Release files / reductable_params-1.0.4-cp314-cp314t-macosx_11_0_arm64.whl

Download URL reductable_params-1.0.4-cp314-cp314t-macosx_11_0_arm64.whl
Size 39.5 kB
Tags CPython 3.14 CPython 3.14 free-threading macOS 11.0+ ARM64
SHA-256 checksum
How to use checksums
8c677802fdea32e995e9ca5d4a2edec1f943a9593aad39b794a0e017a3bc10a7
BLAKE2b-256 checksum
How to use checksums
ee10a2d396b72ebd3368149ea850542f96dbf9c9c26f740a4bbd730aa39b948e
Upload date
Uploaded using Trusted Publishing?
What is trusted publishing?
Yes
Uploaded via twine/6.1.0 CPython/3.13.12

Provenance

Provenance describes where a file came from. On PyPI, provenance is shared via attestations, which provide a verifiable record of the build or publishing details. View details, limitations and caveats.

PyPI Publish Attestation

PyPI verified that this artifact, at this checksum, originated from the publisher listed below.

Signed by GitHub Actions, verified by PyPI on Jun 1, 2026.

Transparency log

Release files / reductable_params-1.0.4-cp314-cp314t-macosx_10_15_x86_64.whl

Download URL reductable_params-1.0.4-cp314-cp314t-macosx_10_15_x86_64.whl
Size 38.9 kB
Tags CPython 3.14 CPython 3.14 free-threading macOS 10.15+ x86-64
SHA-256 checksum
How to use checksums
31ef084ff3f720b7909cdc7af233145074b22b110da07ca9249922bfc3e0b571
BLAKE2b-256 checksum
How to use checksums
9c6a4facad087a2603635977b312b38ee03c395a27c7bcabc04efbd8f2390172
Upload date
Uploaded using Trusted Publishing?
What is trusted publishing?
Yes
Uploaded via twine/6.1.0 CPython/3.13.12

Provenance

Provenance describes where a file came from. On PyPI, provenance is shared via attestations, which provide a verifiable record of the build or publishing details. View details, limitations and caveats.

PyPI Publish Attestation

PyPI verified that this artifact, at this checksum, originated from the publisher listed below.

Signed by GitHub Actions, verified by PyPI on Jun 1, 2026.

Transparency log

Release files / reductable_params-1.0.4-cp314-cp314-win_arm64.whl

Download URL reductable_params-1.0.4-cp314-cp314-win_arm64.whl
Size 40.3 kB
Tags CPython 3.14 Windows ARM64
SHA-256 checksum
How to use checksums
a09ae41fd21cee42d02c1efbf271b584c4c95d69c061f6e502282325652098e9
BLAKE2b-256 checksum
How to use checksums
e3d24e1a61ad62fba704bef5ebfe6041283e976611fdeac8ee2c20683500cdd1
Upload date
Uploaded using Trusted Publishing?
What is trusted publishing?
Yes
Uploaded via twine/6.1.0 CPython/3.13.12

Provenance

Provenance describes where a file came from. On PyPI, provenance is shared via attestations, which provide a verifiable record of the build or publishing details. View details, limitations and caveats.

PyPI Publish Attestation

PyPI verified that this artifact, at this checksum, originated from the publisher listed below.

Signed by GitHub Actions, verified by PyPI on Jun 1, 2026.

Transparency log

Release files / reductable_params-1.0.4-cp314-cp314-win_amd64.whl

Download URL reductable_params-1.0.4-cp314-cp314-win_amd64.whl
Size 41.8 kB
Tags CPython 3.14 Windows x86-64
SHA-256 checksum
How to use checksums
6131a100cca7726bb737e665ea75eb2379e787cdb46b219e7dea3ed1106d76e9
BLAKE2b-256 checksum
How to use checksums
644f7ea386cd471adc32ca5dce3cce438a0626f92c6e4296c4c221f7f2af31ad
Upload date
Uploaded using Trusted Publishing?
What is trusted publishing?
Yes
Uploaded via twine/6.1.0 CPython/3.13.12

Provenance

Provenance describes where a file came from. On PyPI, provenance is shared via attestations, which provide a verifiable record of the build or publishing details. View details, limitations and caveats.

PyPI Publish Attestation

PyPI verified that this artifact, at this checksum, originated from the publisher listed below.

Signed by GitHub Actions, verified by PyPI on Jun 1, 2026.

Transparency log

Release files / reductable_params-1.0.4-cp314-cp314-musllinux_1_2_x86_64.whl

Download URL reductable_params-1.0.4-cp314-cp314-musllinux_1_2_x86_64.whl
Size 39.7 kB
Tags CPython 3.14 Linux musl 1.2+ x86-64
SHA-256 checksum
How to use checksums
9d9897b938a14a54edc8c1e01c07c101c78af48b57cb17e4dabb617d508700ea
BLAKE2b-256 checksum
How to use checksums
5289cc843d007215f7c605a1f23fe7be0e71d18769d7cf93cc8d493f946959a9
Upload date
Uploaded using Trusted Publishing?
What is trusted publishing?
Yes
Uploaded via twine/6.1.0 CPython/3.13.12

Provenance

Provenance describes where a file came from. On PyPI, provenance is shared via attestations, which provide a verifiable record of the build or publishing details. View details, limitations and caveats.

PyPI Publish Attestation

PyPI verified that this artifact, at this checksum, originated from the publisher listed below.

Signed by GitHub Actions, verified by PyPI on Jun 1, 2026.

Transparency log

Release files / reductable_params-1.0.4-cp314-cp314-manylinux1_x86_64.manylinux_2_28_x86_64.manylinux_2_5_x86_64.whl

Download URL reductable_params-1.0.4-cp314-cp314-manylinux1_x86_64.manylinux_2_28_x86_64.manylinux_2_5_x86_64.whl
Size 40.3 kB
Tags CPython 3.14 Linux glibc 2.28+ x86-64 Linux glibc 2.5+ x86-64
SHA-256 checksum
How to use checksums
7f185c02e789772caeeb641b2d36939c357b8ea610a6b0c7cc6df3d935d1c17c
BLAKE2b-256 checksum
How to use checksums
ff155aa54189e9d7e4276c5a927a6bece36bc380cd62520a94c788c5d6bc574d
Upload date
Uploaded using Trusted Publishing?
What is trusted publishing?
Yes
Uploaded via twine/6.1.0 CPython/3.13.12

Provenance

Provenance describes where a file came from. On PyPI, provenance is shared via attestations, which provide a verifiable record of the build or publishing details. View details, limitations and caveats.

PyPI Publish Attestation

PyPI verified that this artifact, at this checksum, originated from the publisher listed below.

Signed by GitHub Actions, verified by PyPI on Jun 1, 2026.

Transparency log

Release files / reductable_params-1.0.4-cp314-cp314-macosx_11_0_arm64.whl

Download URL reductable_params-1.0.4-cp314-cp314-macosx_11_0_arm64.whl
Size 39.0 kB
Tags CPython 3.14 macOS 11.0+ ARM64
SHA-256 checksum
How to use checksums
e9d87e517a738c00993505432669a73cea4bc53cb0d8e71ea634c2f58e270567
BLAKE2b-256 checksum
How to use checksums
78a9a097e15574ef20eb2023b57dc45fb6079d2dad8b39c240caf80abaf554f9
Upload date
Uploaded using Trusted Publishing?
What is trusted publishing?
Yes
Uploaded via twine/6.1.0 CPython/3.13.12

Provenance

Provenance describes where a file came from. On PyPI, provenance is shared via attestations, which provide a verifiable record of the build or publishing details. View details, limitations and caveats.

PyPI Publish Attestation

PyPI verified that this artifact, at this checksum, originated from the publisher listed below.

Signed by GitHub Actions, verified by PyPI on Jun 1, 2026.

Transparency log

Release files / reductable_params-1.0.4-cp314-cp314-macosx_10_15_x86_64.whl

Download URL reductable_params-1.0.4-cp314-cp314-macosx_10_15_x86_64.whl
Size 38.5 kB
Tags CPython 3.14 macOS 10.15+ x86-64
SHA-256 checksum
How to use checksums
f0b1cb6b9ce277fe58c4d101a2e6e73b0d0584b520682d181366e86442c17a6a
BLAKE2b-256 checksum
How to use checksums
26beedcff1390d5c2623d4c5ebe662aa8cbc839e06311f93af259ebb2c7f15a5
Upload date
Uploaded using Trusted Publishing?
What is trusted publishing?
Yes
Uploaded via twine/6.1.0 CPython/3.13.12

Provenance

Provenance describes where a file came from. On PyPI, provenance is shared via attestations, which provide a verifiable record of the build or publishing details. View details, limitations and caveats.

PyPI Publish Attestation

PyPI verified that this artifact, at this checksum, originated from the publisher listed below.

Signed by GitHub Actions, verified by PyPI on Jun 1, 2026.

Transparency log

Release files / reductable_params-1.0.4-cp313-cp313-win_arm64.whl

Download URL reductable_params-1.0.4-cp313-cp313-win_arm64.whl
Size 41.2 kB
Tags CPython 3.13 Windows ARM64
SHA-256 checksum
How to use checksums
a934e1af0c14ab4e415ed316c946d39a54f2eefbf323d89ff7e0bb0e271b6fa3
BLAKE2b-256 checksum
How to use checksums
e6ab1feb5dde1d40473f0105e61cd2cc7b61c958f9fb866c7d40987f32c60b2b
Upload date
Uploaded using Trusted Publishing?
What is trusted publishing?
Yes
Uploaded via twine/6.1.0 CPython/3.13.12

Provenance

Provenance describes where a file came from. On PyPI, provenance is shared via attestations, which provide a verifiable record of the build or publishing details. View details, limitations and caveats.

PyPI Publish Attestation

PyPI verified that this artifact, at this checksum, originated from the publisher listed below.

Signed by GitHub Actions, verified by PyPI on Jun 1, 2026.

Transparency log

Release files / reductable_params-1.0.4-cp313-cp313-win_amd64.whl

Download URL reductable_params-1.0.4-cp313-cp313-win_amd64.whl
Size 42.6 kB
Tags CPython 3.13 Windows x86-64
SHA-256 checksum
How to use checksums
848cce85c407f86660ef7c1cd883d74d5b313a47965fb2b8549e25e0ddec62f2
BLAKE2b-256 checksum
How to use checksums
e8b66948ead685db82f4b81946f3abf61e794484a97d84347ca737de2984c16c
Upload date
Uploaded using Trusted Publishing?
What is trusted publishing?
Yes
Uploaded via twine/6.1.0 CPython/3.13.12

Provenance

Provenance describes where a file came from. On PyPI, provenance is shared via attestations, which provide a verifiable record of the build or publishing details. View details, limitations and caveats.

PyPI Publish Attestation

PyPI verified that this artifact, at this checksum, originated from the publisher listed below.

Signed by GitHub Actions, verified by PyPI on Jun 1, 2026.

Transparency log

Release files / reductable_params-1.0.4-cp313-cp313-musllinux_1_2_x86_64.whl

Download URL reductable_params-1.0.4-cp313-cp313-musllinux_1_2_x86_64.whl
Size 41.5 kB
Tags CPython 3.13 Linux musl 1.2+ x86-64
SHA-256 checksum
How to use checksums
f0a7af3ddac891d629d374e7b237a3f02f201fc491515d7087b041069af87868
BLAKE2b-256 checksum
How to use checksums
87d24f18d13e5562f378d71e3bf19646febc8da257bed9953aa04c7566540075
Upload date
Uploaded using Trusted Publishing?
What is trusted publishing?
Yes
Uploaded via twine/6.1.0 CPython/3.13.12

Provenance

Provenance describes where a file came from. On PyPI, provenance is shared via attestations, which provide a verifiable record of the build or publishing details. View details, limitations and caveats.

PyPI Publish Attestation

PyPI verified that this artifact, at this checksum, originated from the publisher listed below.

Signed by GitHub Actions, verified by PyPI on Jun 1, 2026.

Transparency log

Release files / reductable_params-1.0.4-cp313-cp313-manylinux1_x86_64.manylinux_2_28_x86_64.manylinux_2_5_x86_64.whl

Download URL reductable_params-1.0.4-cp313-cp313-manylinux1_x86_64.manylinux_2_28_x86_64.manylinux_2_5_x86_64.whl
Size 42.2 kB
Tags CPython 3.13 Linux glibc 2.28+ x86-64 Linux glibc 2.5+ x86-64
SHA-256 checksum
How to use checksums
7d466defba538b51064c0cbadfa207ee153b727efe8104fb0fb7ceca434a134d
BLAKE2b-256 checksum
How to use checksums
38d143faa3a683503cf46332ce7ccc16c9f3b833a8e5c48ffc537cdc91848cb7
Upload date
Uploaded using Trusted Publishing?
What is trusted publishing?
Yes
Uploaded via twine/6.1.0 CPython/3.13.12

Provenance

Provenance describes where a file came from. On PyPI, provenance is shared via attestations, which provide a verifiable record of the build or publishing details. View details, limitations and caveats.

PyPI Publish Attestation

PyPI verified that this artifact, at this checksum, originated from the publisher listed below.

Signed by GitHub Actions, verified by PyPI on Jun 1, 2026.

Transparency log

Release files / reductable_params-1.0.4-cp313-cp313-macosx_11_0_arm64.whl

Download URL reductable_params-1.0.4-cp313-cp313-macosx_11_0_arm64.whl
Size 39.1 kB
Tags CPython 3.13 macOS 11.0+ ARM64
SHA-256 checksum
How to use checksums
b881443c69f1082c39fcdca170ebf432c2555f71b1837b513ef37d415e63242c
BLAKE2b-256 checksum
How to use checksums
8c12450b65d549f3b82659c39b591706c45766f2a36cdab5fe86c4816e52576e
Upload date
Uploaded using Trusted Publishing?
What is trusted publishing?
Yes
Uploaded via twine/6.1.0 CPython/3.13.12

Provenance

Provenance describes where a file came from. On PyPI, provenance is shared via attestations, which provide a verifiable record of the build or publishing details. View details, limitations and caveats.

PyPI Publish Attestation

PyPI verified that this artifact, at this checksum, originated from the publisher listed below.

Signed by GitHub Actions, verified by PyPI on Jun 1, 2026.

Transparency log

Release files / reductable_params-1.0.4-cp313-cp313-macosx_10_13_x86_64.whl

Download URL reductable_params-1.0.4-cp313-cp313-macosx_10_13_x86_64.whl
Size 38.6 kB
Tags CPython 3.13 macOS 10.13+ x86-64
SHA-256 checksum
How to use checksums
c8d33f701d46529f7cfa150e090431ce53c2f18910d8d53c4b7ecb4f791f1364
BLAKE2b-256 checksum
How to use checksums
fb722587a44fb56bcacd11e3e0b78e9eb625e324e79918fb439b138b6ffdb786
Upload date
Uploaded using Trusted Publishing?
What is trusted publishing?
Yes
Uploaded via twine/6.1.0 CPython/3.13.12

Provenance

Provenance describes where a file came from. On PyPI, provenance is shared via attestations, which provide a verifiable record of the build or publishing details. View details, limitations and caveats.

PyPI Publish Attestation

PyPI verified that this artifact, at this checksum, originated from the publisher listed below.

Signed by GitHub Actions, verified by PyPI on Jun 1, 2026.

Transparency log

Release files / reductable_params-1.0.4-cp312-cp312-win_arm64.whl

Download URL reductable_params-1.0.4-cp312-cp312-win_arm64.whl
Size 41.1 kB
Tags CPython 3.12 Windows ARM64
SHA-256 checksum
How to use checksums
6a2e31bee063ac09f90a47d81b796391e4a0bb0ae9ac78b30aeff444c79d4ea5
BLAKE2b-256 checksum
How to use checksums
92228489f329821a29670b9f75fb7f03d4766e08f9a25a9811f2fa857c818d9a
Upload date
Uploaded using Trusted Publishing?
What is trusted publishing?
Yes
Uploaded via twine/6.1.0 CPython/3.13.12

Provenance

Provenance describes where a file came from. On PyPI, provenance is shared via attestations, which provide a verifiable record of the build or publishing details. View details, limitations and caveats.

PyPI Publish Attestation

PyPI verified that this artifact, at this checksum, originated from the publisher listed below.

Signed by GitHub Actions, verified by PyPI on Jun 1, 2026.

Transparency log

Release files / reductable_params-1.0.4-cp312-cp312-win_amd64.whl

Download URL reductable_params-1.0.4-cp312-cp312-win_amd64.whl
Size 42.6 kB
Tags CPython 3.12 Windows x86-64
SHA-256 checksum
How to use checksums
7de5ba0169c7e80e48edc512e6c6971566618c776f2058e146a17418e681161f
BLAKE2b-256 checksum
How to use checksums
cc49a025636d04ba116df170994aa46fb8a3d63fd059e0ff4190a7b490a92542
Upload date
Uploaded using Trusted Publishing?
What is trusted publishing?
Yes
Uploaded via twine/6.1.0 CPython/3.13.12

Provenance

Provenance describes where a file came from. On PyPI, provenance is shared via attestations, which provide a verifiable record of the build or publishing details. View details, limitations and caveats.

PyPI Publish Attestation

PyPI verified that this artifact, at this checksum, originated from the publisher listed below.

Signed by GitHub Actions, verified by PyPI on Jun 1, 2026.

Transparency log

Release files / reductable_params-1.0.4-cp312-cp312-musllinux_1_2_x86_64.whl

Download URL reductable_params-1.0.4-cp312-cp312-musllinux_1_2_x86_64.whl
Size 41.2 kB
Tags CPython 3.12 Linux musl 1.2+ x86-64
SHA-256 checksum
How to use checksums
5bb517b866880888899a64e843b93192bb02373f3667ed1197cb95fc45f3eae6
BLAKE2b-256 checksum
How to use checksums
8cab09358e1775dfe92e619fa9764d191496cef7b2d4f8df0ae0c54b6f4e46df
Upload date
Uploaded using Trusted Publishing?
What is trusted publishing?
Yes
Uploaded via twine/6.1.0 CPython/3.13.12

Provenance

Provenance describes where a file came from. On PyPI, provenance is shared via attestations, which provide a verifiable record of the build or publishing details. View details, limitations and caveats.

PyPI Publish Attestation

PyPI verified that this artifact, at this checksum, originated from the publisher listed below.

Signed by GitHub Actions, verified by PyPI on Jun 1, 2026.

Transparency log

Release files / reductable_params-1.0.4-cp312-cp312-manylinux1_x86_64.manylinux_2_28_x86_64.manylinux_2_5_x86_64.whl

Download URL reductable_params-1.0.4-cp312-cp312-manylinux1_x86_64.manylinux_2_28_x86_64.manylinux_2_5_x86_64.whl
Size 42.0 kB
Tags CPython 3.12 Linux glibc 2.28+ x86-64 Linux glibc 2.5+ x86-64
SHA-256 checksum
How to use checksums
cfe2b37826755f33d6e57336cf2ed873f9c0f25b07d4ff89ce93b04885e5db4d
BLAKE2b-256 checksum
How to use checksums
4c28f0297089b7fc906ed31e51c8ba5d1508aa9458e11db1eb6a974485eebd57
Upload date
Uploaded using Trusted Publishing?
What is trusted publishing?
Yes
Uploaded via twine/6.1.0 CPython/3.13.12

Provenance

Provenance describes where a file came from. On PyPI, provenance is shared via attestations, which provide a verifiable record of the build or publishing details. View details, limitations and caveats.

PyPI Publish Attestation

PyPI verified that this artifact, at this checksum, originated from the publisher listed below.

Signed by GitHub Actions, verified by PyPI on Jun 1, 2026.

Transparency log

Release files / reductable_params-1.0.4-cp312-cp312-macosx_11_0_arm64.whl

Download URL reductable_params-1.0.4-cp312-cp312-macosx_11_0_arm64.whl
Size 39.1 kB
Tags CPython 3.12 macOS 11.0+ ARM64
SHA-256 checksum
How to use checksums
4d1016565d01ac7201e7e74db6cb024ae15c829b8a1a1d7aaa2aedf1daffb8eb
BLAKE2b-256 checksum
How to use checksums
90bb556f0214cd76d2ae172bc646ce0d349eaebcda68f336804ec716caf5bdcc
Upload date
Uploaded using Trusted Publishing?
What is trusted publishing?
Yes
Uploaded via twine/6.1.0 CPython/3.13.12

Provenance

Provenance describes where a file came from. On PyPI, provenance is shared via attestations, which provide a verifiable record of the build or publishing details. View details, limitations and caveats.

PyPI Publish Attestation

PyPI verified that this artifact, at this checksum, originated from the publisher listed below.

Signed by GitHub Actions, verified by PyPI on Jun 1, 2026.

Transparency log

Release files / reductable_params-1.0.4-cp312-cp312-macosx_10_13_x86_64.whl

Download URL reductable_params-1.0.4-cp312-cp312-macosx_10_13_x86_64.whl
Size 38.5 kB
Tags CPython 3.12 macOS 10.13+ x86-64
SHA-256 checksum
How to use checksums
2b43640a53bf50ce03ccad88f5df96be92cc4a724a0cbf6dab89c566d6cdc86c
BLAKE2b-256 checksum
How to use checksums
4be3440eab44751adde618c08b7d8ea36002c787814fec9aaa2f13c976dbcd9a
Upload date
Uploaded using Trusted Publishing?
What is trusted publishing?
Yes
Uploaded via twine/6.1.0 CPython/3.13.12

Provenance

Provenance describes where a file came from. On PyPI, provenance is shared via attestations, which provide a verifiable record of the build or publishing details. View details, limitations and caveats.

PyPI Publish Attestation

PyPI verified that this artifact, at this checksum, originated from the publisher listed below.

Signed by GitHub Actions, verified by PyPI on Jun 1, 2026.

Transparency log

Release files / reductable_params-1.0.4-cp311-cp311-win_arm64.whl

Download URL reductable_params-1.0.4-cp311-cp311-win_arm64.whl
Size 41.0 kB
Tags CPython 3.11 Windows ARM64
SHA-256 checksum
How to use checksums
b929c24cad4b25385e2990d20755e277b48bf1a597f9bc8c29f7a0672121bfcd
BLAKE2b-256 checksum
How to use checksums
ee3acadc92dea33345ec5f629da835acf18b6fb63121194945ce06d9346792e1
Upload date
Uploaded using Trusted Publishing?
What is trusted publishing?
Yes
Uploaded via twine/6.1.0 CPython/3.13.12

Provenance

Provenance describes where a file came from. On PyPI, provenance is shared via attestations, which provide a verifiable record of the build or publishing details. View details, limitations and caveats.

PyPI Publish Attestation

PyPI verified that this artifact, at this checksum, originated from the publisher listed below.

Signed by GitHub Actions, verified by PyPI on Jun 1, 2026.

Transparency log

Release files / reductable_params-1.0.4-cp311-cp311-win_amd64.whl

Download URL reductable_params-1.0.4-cp311-cp311-win_amd64.whl
Size 42.3 kB
Tags CPython 3.11 Windows x86-64
SHA-256 checksum
How to use checksums
abb4ada9c94a38619c6443a1a60664aa0fbf7fa9956941dc87e96c270a1e1484
BLAKE2b-256 checksum
How to use checksums
6870647a57c36543d96773a692973b4893e6cd6c5d728a4aea414dcd7323f4e4
Upload date
Uploaded using Trusted Publishing?
What is trusted publishing?
Yes
Uploaded via twine/6.1.0 CPython/3.13.12

Provenance

Provenance describes where a file came from. On PyPI, provenance is shared via attestations, which provide a verifiable record of the build or publishing details. View details, limitations and caveats.

PyPI Publish Attestation

PyPI verified that this artifact, at this checksum, originated from the publisher listed below.

Signed by GitHub Actions, verified by PyPI on Jun 1, 2026.

Transparency log

Release files / reductable_params-1.0.4-cp311-cp311-musllinux_1_2_x86_64.whl

Download URL reductable_params-1.0.4-cp311-cp311-musllinux_1_2_x86_64.whl
Size 38.2 kB
Tags CPython 3.11 Linux musl 1.2+ x86-64
SHA-256 checksum
How to use checksums
e914c689d8f8bd6de10a72ab85800694f9e742c9afc53efc3eb8b97f069384a3
BLAKE2b-256 checksum
How to use checksums
044fc337f0b5ebb3f3e3ea75a793a47ab2973db5ce6c4f159b1c7d2aa6cb15c8
Upload date
Uploaded using Trusted Publishing?
What is trusted publishing?
Yes
Uploaded via twine/6.1.0 CPython/3.13.12

Provenance

Provenance describes where a file came from. On PyPI, provenance is shared via attestations, which provide a verifiable record of the build or publishing details. View details, limitations and caveats.

PyPI Publish Attestation

PyPI verified that this artifact, at this checksum, originated from the publisher listed below.

Signed by GitHub Actions, verified by PyPI on Jun 1, 2026.

Transparency log

Release files / reductable_params-1.0.4-cp311-cp311-manylinux1_x86_64.manylinux_2_28_x86_64.manylinux_2_5_x86_64.whl

Download URL reductable_params-1.0.4-cp311-cp311-manylinux1_x86_64.manylinux_2_28_x86_64.manylinux_2_5_x86_64.whl
Size 38.4 kB
Tags CPython 3.11 Linux glibc 2.28+ x86-64 Linux glibc 2.5+ x86-64
SHA-256 checksum
How to use checksums
7e149bf680a6d99c99c67c0b2f53ff7bb4c091519887349f004134d1b4cb6324
BLAKE2b-256 checksum
How to use checksums
26188e67b3bef6a8e50a203b41c86d7eb61ab0514ed3179792d772fffaf37ddb
Upload date
Uploaded using Trusted Publishing?
What is trusted publishing?
Yes
Uploaded via twine/6.1.0 CPython/3.13.12

Provenance

Provenance describes where a file came from. On PyPI, provenance is shared via attestations, which provide a verifiable record of the build or publishing details. View details, limitations and caveats.

PyPI Publish Attestation

PyPI verified that this artifact, at this checksum, originated from the publisher listed below.

Signed by GitHub Actions, verified by PyPI on Jun 1, 2026.

Transparency log

Release files / reductable_params-1.0.4-cp311-cp311-macosx_11_0_arm64.whl

Download URL reductable_params-1.0.4-cp311-cp311-macosx_11_0_arm64.whl
Size 39.0 kB
Tags CPython 3.11 macOS 11.0+ ARM64
SHA-256 checksum
How to use checksums
f7947bced5383735c1a666ccb92a17b3b23796f7ea405700c471bd4f116dd508
BLAKE2b-256 checksum
How to use checksums
02c9c146f9e5dce635a419aec86c7c8695cc7966e4b86456f5040b2e9aa48318
Upload date
Uploaded using Trusted Publishing?
What is trusted publishing?
Yes
Uploaded via twine/6.1.0 CPython/3.13.12

Provenance

Provenance describes where a file came from. On PyPI, provenance is shared via attestations, which provide a verifiable record of the build or publishing details. View details, limitations and caveats.

PyPI Publish Attestation

PyPI verified that this artifact, at this checksum, originated from the publisher listed below.

Signed by GitHub Actions, verified by PyPI on Jun 1, 2026.

Transparency log

Release files / reductable_params-1.0.4-cp311-cp311-macosx_10_9_x86_64.whl

Download URL reductable_params-1.0.4-cp311-cp311-macosx_10_9_x86_64.whl
Size 38.5 kB
Tags CPython 3.11 macOS 10.9+ x86-64
SHA-256 checksum
How to use checksums
c7e76fd056326b6b0d58cdff7b60ef2b1d0a1e0738e80e36c182949ed4f2c2b5
BLAKE2b-256 checksum
How to use checksums
802e6dd183241450bb18a20ebdf72482c4f3e7160bbc5538c4c1c4cd3b82c6b9
Upload date
Uploaded using Trusted Publishing?
What is trusted publishing?
Yes
Uploaded via twine/6.1.0 CPython/3.13.12

Provenance

Provenance describes where a file came from. On PyPI, provenance is shared via attestations, which provide a verifiable record of the build or publishing details. View details, limitations and caveats.

PyPI Publish Attestation

PyPI verified that this artifact, at this checksum, originated from the publisher listed below.

Signed by GitHub Actions, verified by PyPI on Jun 1, 2026.

Transparency log

Release files / reductable_params-1.0.4-cp310-cp310-win_arm64.whl

Download URL reductable_params-1.0.4-cp310-cp310-win_arm64.whl
Size 41.3 kB
Tags CPython 3.10 Windows ARM64
SHA-256 checksum
How to use checksums
dc13240059a52a159e46a067b6d0984ebe7d98bfd685d814b32e970d44593c46
BLAKE2b-256 checksum
How to use checksums
d76f94531bb5049a5fa5fc2702c0961dbe6c815c2294fb10c590838a0ed3430b
Upload date
Uploaded using Trusted Publishing?
What is trusted publishing?
Yes
Uploaded via twine/6.1.0 CPython/3.13.12

Provenance

Provenance describes where a file came from. On PyPI, provenance is shared via attestations, which provide a verifiable record of the build or publishing details. View details, limitations and caveats.

PyPI Publish Attestation

PyPI verified that this artifact, at this checksum, originated from the publisher listed below.

Signed by GitHub Actions, verified by PyPI on Jun 1, 2026.

Transparency log

Release files / reductable_params-1.0.4-cp310-cp310-win_amd64.whl

Download URL reductable_params-1.0.4-cp310-cp310-win_amd64.whl
Size 42.5 kB
Tags CPython 3.10 Windows x86-64
SHA-256 checksum
How to use checksums
51edb2210f4c9c426efb8e2e3c83ceee9254580ffe79e1d180413ef94a534701
BLAKE2b-256 checksum
How to use checksums
bb1efd832bca20637a525c598d2db7eb4fcc3ce604fb78ca92f8dc0086859856
Upload date
Uploaded using Trusted Publishing?
What is trusted publishing?
Yes
Uploaded via twine/6.1.0 CPython/3.13.12

Provenance

Provenance describes where a file came from. On PyPI, provenance is shared via attestations, which provide a verifiable record of the build or publishing details. View details, limitations and caveats.

PyPI Publish Attestation

PyPI verified that this artifact, at this checksum, originated from the publisher listed below.

Signed by GitHub Actions, verified by PyPI on Jun 1, 2026.

Transparency log

Release files / reductable_params-1.0.4-cp310-cp310-musllinux_1_2_x86_64.whl

Download URL reductable_params-1.0.4-cp310-cp310-musllinux_1_2_x86_64.whl
Size 39.9 kB
Tags CPython 3.10 Linux musl 1.2+ x86-64
SHA-256 checksum
How to use checksums
318345f9093345adb911f193731a841ee0d7e4e78d6b9149f28dfaec85f3292c
BLAKE2b-256 checksum
How to use checksums
0da31a65c30355294a4805edefca9f3c3f973db4f3ab23d0663739b2776b0718
Upload date
Uploaded using Trusted Publishing?
What is trusted publishing?
Yes
Uploaded via twine/6.1.0 CPython/3.13.12

Provenance

Provenance describes where a file came from. On PyPI, provenance is shared via attestations, which provide a verifiable record of the build or publishing details. View details, limitations and caveats.

PyPI Publish Attestation

PyPI verified that this artifact, at this checksum, originated from the publisher listed below.

Signed by GitHub Actions, verified by PyPI on Jun 1, 2026.

Transparency log

Release files / reductable_params-1.0.4-cp310-cp310-manylinux1_x86_64.manylinux_2_28_x86_64.manylinux_2_5_x86_64.whl

Download URL reductable_params-1.0.4-cp310-cp310-manylinux1_x86_64.manylinux_2_28_x86_64.manylinux_2_5_x86_64.whl
Size 40.4 kB
Tags CPython 3.10 Linux glibc 2.28+ x86-64 Linux glibc 2.5+ x86-64
SHA-256 checksum
How to use checksums
dd4f9c4d61bd0764b740ab2f7c4ba412fc5dc0bad7ccb6165dc41da80bf51020
BLAKE2b-256 checksum
How to use checksums
7938cb5af0fddddbfe1e299042c5f6e3845098eb6c16bf9f3531fa9a3ae72101
Upload date
Uploaded using Trusted Publishing?
What is trusted publishing?
Yes
Uploaded via twine/6.1.0 CPython/3.13.12

Provenance

Provenance describes where a file came from. On PyPI, provenance is shared via attestations, which provide a verifiable record of the build or publishing details. View details, limitations and caveats.

PyPI Publish Attestation

PyPI verified that this artifact, at this checksum, originated from the publisher listed below.

Signed by GitHub Actions, verified by PyPI on Jun 1, 2026.

Transparency log

Release files / reductable_params-1.0.4-cp310-cp310-macosx_11_0_arm64.whl

Download URL reductable_params-1.0.4-cp310-cp310-macosx_11_0_arm64.whl
Size 39.5 kB
Tags CPython 3.10 macOS 11.0+ ARM64
SHA-256 checksum
How to use checksums
65f35ddf8919225b701bc5b13df0c52fad58a9c2ac78a802bb9f9c659b3f6d50
BLAKE2b-256 checksum
How to use checksums
eaaabd2bf6c5b6c3183c5807b0fd7f7e7568e3a31dea7ae200e9e070674e731b
Upload date
Uploaded using Trusted Publishing?
What is trusted publishing?
Yes
Uploaded via twine/6.1.0 CPython/3.13.12

Provenance

Provenance describes where a file came from. On PyPI, provenance is shared via attestations, which provide a verifiable record of the build or publishing details. View details, limitations and caveats.

PyPI Publish Attestation

PyPI verified that this artifact, at this checksum, originated from the publisher listed below.

Signed by GitHub Actions, verified by PyPI on Jun 1, 2026.

Transparency log

Release files / reductable_params-1.0.4-cp310-cp310-macosx_10_9_x86_64.whl

Download URL reductable_params-1.0.4-cp310-cp310-macosx_10_9_x86_64.whl
Size 39.0 kB
Tags CPython 3.10 macOS 10.9+ x86-64
SHA-256 checksum
How to use checksums
8560f482ecd8f5223f2673a965c42d901f5930448df4248f775a2431be3eb82f
BLAKE2b-256 checksum
How to use checksums
42f682640beb38f2088d21fe8772c1a7992b7160ba537976ce0863b0ef910ad3
Upload date
Uploaded using Trusted Publishing?
What is trusted publishing?
Yes
Uploaded via twine/6.1.0 CPython/3.13.12

Provenance

Provenance describes where a file came from. On PyPI, provenance is shared via attestations, which provide a verifiable record of the build or publishing details. View details, limitations and caveats.

PyPI Publish Attestation

PyPI verified that this artifact, at this checksum, originated from the publisher listed below.

Signed by GitHub Actions, verified by PyPI on Jun 1, 2026.

Transparency log

Security for reductable-params 1.0.4

Provenance

Provenance describes where a file came from. On PyPI, provenance is shared via attestations, which provide a verifiable record of the build or publishing details. View details, limitations and caveats.

Full provenance

All 37 files in this release have been uploaded with provenance metadata.

Select from 37 files

Attestation for reductable_params-1.0.4.tar.gz

PyPI Publish Attestation

PyPI verified that this artifact, at this checksum, originated from the publisher listed below.

Signed by GitHub Actions, verified by PyPI on Jun 1, 2026.

Transparency log

A note on package security

PyPI is a repository for distributing packages, not a service for auditing them. While third-party security researchers and our staff do their best to detect and remove malicious packages, PyPI cannot guarantee the quality, security or suitability of any given package.

To learn more about protecting yourself from malicious actors, visit our package security documentation.

Release history Release notifications | RSS feed

This release

1.0.4 This release

37 release files Full provenance

Anthropic, PBC Visionary sponsor Bloomberg Visionary sponsor Hudson River Trading Visionary sponsor Meta Visionary sponsor NVIDIA Visionary sponsor Microsoft Sustainability sponsor Depot Continuous Integration AWS Cloud computing and Security Sponsor Datadog Monitoring Fastly CDN Google Download Analytics Sentry Error logging StatusPage Status page