stopfree

This is a rust implementation of the stopFree coding potential tool defined in Evaluating computational tools for protein-coding sequence detection: Are they up to the task?

It measures the longest stop codon free length of sequence in each of the 6 possible reading frames.

Installation

You should be able to just

pip install stopfree

because there's a bunch of pre-built wheels available on pypi.

Usage

To calculate stop codon free lengths, you need to build a list of tuples of ID and sequence, like this:

all_fasta = []
for idx, item in enumerate(read_fasta("mgi.fasta")):
    seqid = item.defline
    seq = item.sequence
    all_fasta.append((seqid, seq))

(N.B. Here I used the fasta_reader package to read a FASTA file into an iterable)

Then call the stopfree functions like this:

stop_free_run_lengths = stopfree.calculate_stop_free_runs_with_ids(all_fasta) ## Gives the number of codons with no stop codon in
gc_contents = stopfree.calculate_gc_content(all_fasta) ## Calculates the per-sequence GC content for each sequence (not across all!)
run_probabilities = stopfree.calculate_run_probability(stop_free_run_lengths, gc_contents) ## Calculated the probability of a run of the observed length

Probability calculation

We use an iid assumption, with correction for GC content of the sequence. With this, the probability of a stop codon is given by

p_stop = ((1 - p_gc)**2 * (1 + p_gc))/8

where p_gc is the gc content fraction.

So the probability of observing no stop codon in a run of k codons is therefore:

p_nostop = (1 - p_stop)**k

You can set whatever threshold for 'protein coding' you like then, based on this probability.

Better probability

The iid assumption doesn't quite account for everything. To do a really stellar job, we would want to include dinucleotide biases, and the fact that the 6 reading frames are correlated. This is some future work though for now.

Metadata

Release files for stopfree 0.2.4

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

Source distribution (sdist)

Source distribution for stopfree 0.2.4
File	Size	Uploaded	Provenance
stopfree-0.2.4.tar.gz	12.1 kB	Feb 21, 2026	With provenance	Details

Built distributions (wheels)

Table of built distributions (wheels) for stopfree 0.2.4
File	Interpreter	ABI	Platform	Reset
stopfree-0.2.4-pp311-pypy311_pp73-musllinux_1_2_x86_64.whl 555.5 kB Feb 21, 2026 With provenance	PyPy 3.11	PyPy 3.11 7.3	Linux musl 1.2+ x86-64	Details
stopfree-0.2.4-pp311-pypy311_pp73-musllinux_1_2_i686.whl 586.5 kB Feb 21, 2026 With provenance	PyPy 3.11	PyPy 3.11 7.3	Linux musl 1.2+ x86-32	Details
stopfree-0.2.4-pp311-pypy311_pp73-musllinux_1_2_armv7l.whl 621.1 kB Feb 21, 2026 With provenance	PyPy 3.11	PyPy 3.11 7.3	Linux musl 1.2+ ARMv7l	Details
stopfree-0.2.4-pp311-pypy311_pp73-musllinux_1_2_aarch64.whl 520.0 kB Feb 21, 2026 With provenance	PyPy 3.11	PyPy 3.11 7.3	Linux musl 1.2+ ARM64	Details
stopfree-0.2.4-pp311-pypy311_pp73-manylinux_2_17_x86_64.manylinux2014_x86_64.whl 350.1 kB Feb 21, 2026 With provenance	PyPy 3.11	PyPy 3.11 7.3	Linux glibc 2.17+ x86-64	Details
stopfree-0.2.4-pp311-pypy311_pp73-manylinux_2_17_s390x.manylinux2014_s390x.whl 364.4 kB Feb 21, 2026 With provenance	PyPy 3.11	PyPy 3.11 7.3	Linux glibc 2.17+ IBM System/390x	Details
stopfree-0.2.4-pp311-pypy311_pp73-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl 484.8 kB Feb 21, 2026 With provenance	PyPy 3.11	PyPy 3.11 7.3	Linux glibc 2.17+ PowerPC 64-le	Details
stopfree-0.2.4-pp311-pypy311_pp73-manylinux_2_17_i686.manylinux2014_i686.whl 368.9 kB Feb 21, 2026 With provenance	PyPy 3.11	PyPy 3.11 7.3	Linux glibc 2.17+ x86-32	Details
stopfree-0.2.4-pp311-pypy311_pp73-manylinux_2_17_armv7l.manylinux2014_armv7l.whl 345.9 kB Feb 21, 2026 With provenance	PyPy 3.11	PyPy 3.11 7.3	Linux glibc 2.17+ ARMv7l	Details
stopfree-0.2.4-pp311-pypy311_pp73-manylinux_2_17_aarch64.manylinux2014_aarch64.whl 343.3 kB Feb 21, 2026 With provenance	PyPy 3.11	PyPy 3.11 7.3	Linux glibc 2.17+ ARM64	Details
stopfree-0.2.4-cp314-cp314t-musllinux_1_2_x86_64.whl 550.3 kB Feb 21, 2026 With provenance	CPython 3.14	CPython 3.14 free-threading	Linux musl 1.2+ x86-64	Details
stopfree-0.2.4-cp314-cp314t-musllinux_1_2_i686.whl 581.3 kB Feb 21, 2026 With provenance	CPython 3.14	CPython 3.14 free-threading	Linux musl 1.2+ x86-32	Details
stopfree-0.2.4-cp314-cp314t-musllinux_1_2_armv7l.whl 616.5 kB Feb 21, 2026 With provenance	CPython 3.14	CPython 3.14 free-threading	Linux musl 1.2+ ARMv7l	Details
stopfree-0.2.4-cp314-cp314t-musllinux_1_2_aarch64.whl 514.6 kB Feb 21, 2026 With provenance	CPython 3.14	CPython 3.14 free-threading	Linux musl 1.2+ ARM64	Details
stopfree-0.2.4-cp314-cp314t-manylinux_2_17_s390x.manylinux2014_s390x.whl 359.0 kB Feb 21, 2026 With provenance	CPython 3.14	CPython 3.14 free-threading	Linux glibc 2.17+ IBM System/390x	Details
stopfree-0.2.4-cp314-cp314t-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl 477.6 kB Feb 21, 2026 With provenance	CPython 3.14	CPython 3.14 free-threading	Linux glibc 2.17+ PowerPC 64-le	Details
stopfree-0.2.4-cp314-cp314t-manylinux_2_17_armv7l.manylinux2014_armv7l.whl 342.0 kB Feb 21, 2026 With provenance	CPython 3.14	CPython 3.14 free-threading	Linux glibc 2.17+ ARMv7l	Details
stopfree-0.2.4-cp314-cp314t-manylinux_2_17_aarch64.manylinux2014_aarch64.whl 338.3 kB Feb 21, 2026 With provenance	CPython 3.14	CPython 3.14 free-threading	Linux glibc 2.17+ ARM64	Details
stopfree-0.2.4-cp314-cp314-win_amd64.whl 178.0 kB Feb 21, 2026 With provenance	CPython 3.14	CPython 3.14	Windows x86-64	Details
stopfree-0.2.4-cp314-cp314-win32.whl 167.5 kB Feb 21, 2026 With provenance	CPython 3.14	CPython 3.14	Windows x86-32	Details
stopfree-0.2.4-cp314-cp314-musllinux_1_2_x86_64.whl 550.6 kB Feb 21, 2026 With provenance	CPython 3.14	CPython 3.14	Linux musl 1.2+ x86-64	Details
stopfree-0.2.4-cp314-cp314-musllinux_1_2_i686.whl 582.7 kB Feb 21, 2026 With provenance	CPython 3.14	CPython 3.14	Linux musl 1.2+ x86-32	Details
stopfree-0.2.4-cp314-cp314-musllinux_1_2_armv7l.whl 617.2 kB Feb 21, 2026 With provenance	CPython 3.14	CPython 3.14	Linux musl 1.2+ ARMv7l	Details
stopfree-0.2.4-cp314-cp314-musllinux_1_2_aarch64.whl 515.5 kB Feb 21, 2026 With provenance	CPython 3.14	CPython 3.14	Linux musl 1.2+ ARM64	Details
stopfree-0.2.4-cp314-cp314-manylinux_2_17_x86_64.manylinux2014_x86_64.whl 346.7 kB Feb 21, 2026 With provenance	CPython 3.14	CPython 3.14	Linux glibc 2.17+ x86-64	Details
stopfree-0.2.4-cp314-cp314-manylinux_2_17_s390x.manylinux2014_s390x.whl 359.9 kB Feb 21, 2026 With provenance	CPython 3.14	CPython 3.14	Linux glibc 2.17+ IBM System/390x	Details
stopfree-0.2.4-cp314-cp314-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl 481.3 kB Feb 21, 2026 With provenance	CPython 3.14	CPython 3.14	Linux glibc 2.17+ PowerPC 64-le	Details
stopfree-0.2.4-cp314-cp314-manylinux_2_17_i686.manylinux2014_i686.whl 363.8 kB Feb 21, 2026 With provenance	CPython 3.14	CPython 3.14	Linux glibc 2.17+ x86-32	Details
stopfree-0.2.4-cp314-cp314-manylinux_2_17_armv7l.manylinux2014_armv7l.whl 342.3 kB Feb 21, 2026 With provenance	CPython 3.14	CPython 3.14	Linux glibc 2.17+ ARMv7l	Details
stopfree-0.2.4-cp314-cp314-manylinux_2_17_aarch64.manylinux2014_aarch64.whl 339.2 kB Feb 21, 2026 With provenance	CPython 3.14	CPython 3.14	Linux glibc 2.17+ ARM64	Details
stopfree-0.2.4-cp314-cp314-macosx_11_0_arm64.whl 296.4 kB Feb 21, 2026 With provenance	CPython 3.14	CPython 3.14	macOS 11.0+ ARM64	Details
stopfree-0.2.4-cp313-cp313t-musllinux_1_2_x86_64.whl 550.3 kB Feb 21, 2026 With provenance	CPython 3.13	CPython 3.13 free-threading	Linux musl 1.2+ x86-64	Details
stopfree-0.2.4-cp313-cp313t-musllinux_1_2_i686.whl 581.4 kB Feb 21, 2026 With provenance	CPython 3.13	CPython 3.13 free-threading	Linux musl 1.2+ x86-32	Details
stopfree-0.2.4-cp313-cp313t-musllinux_1_2_armv7l.whl 615.7 kB Feb 21, 2026 With provenance	CPython 3.13	CPython 3.13 free-threading	Linux musl 1.2+ ARMv7l	Details
stopfree-0.2.4-cp313-cp313t-musllinux_1_2_aarch64.whl 514.5 kB Feb 21, 2026 With provenance	CPython 3.13	CPython 3.13 free-threading	Linux musl 1.2+ ARM64	Details
stopfree-0.2.4-cp313-cp313t-manylinux_2_17_s390x.manylinux2014_s390x.whl 359.1 kB Feb 21, 2026 With provenance	CPython 3.13	CPython 3.13 free-threading	Linux glibc 2.17+ IBM System/390x	Details
stopfree-0.2.4-cp313-cp313t-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl 477.3 kB Feb 21, 2026 With provenance	CPython 3.13	CPython 3.13 free-threading	Linux glibc 2.17+ PowerPC 64-le	Details
stopfree-0.2.4-cp313-cp313t-manylinux_2_17_armv7l.manylinux2014_armv7l.whl 342.1 kB Feb 21, 2026 With provenance	CPython 3.13	CPython 3.13 free-threading	Linux glibc 2.17+ ARMv7l	Details
stopfree-0.2.4-cp313-cp313t-manylinux_2_17_aarch64.manylinux2014_aarch64.whl 338.1 kB Feb 21, 2026 With provenance	CPython 3.13	CPython 3.13 free-threading	Linux glibc 2.17+ ARM64	Details
stopfree-0.2.4-cp313-cp313-win_amd64.whl 177.8 kB Feb 21, 2026 With provenance	CPython 3.13	CPython 3.13	Windows x86-64	Details
stopfree-0.2.4-cp313-cp313-musllinux_1_2_x86_64.whl 550.6 kB Feb 21, 2026 With provenance	CPython 3.13	CPython 3.13	Linux musl 1.2+ x86-64	Details
stopfree-0.2.4-cp313-cp313-musllinux_1_2_i686.whl 582.5 kB Feb 21, 2026 With provenance	CPython 3.13	CPython 3.13	Linux musl 1.2+ x86-32	Details
stopfree-0.2.4-cp313-cp313-musllinux_1_2_armv7l.whl 617.5 kB Feb 21, 2026 With provenance	CPython 3.13	CPython 3.13	Linux musl 1.2+ ARMv7l	Details
stopfree-0.2.4-cp313-cp313-musllinux_1_2_aarch64.whl 515.8 kB Feb 21, 2026 With provenance	CPython 3.13	CPython 3.13	Linux musl 1.2+ ARM64	Details
stopfree-0.2.4-cp313-cp313-manylinux_2_17_x86_64.manylinux2014_x86_64.whl 346.7 kB Feb 21, 2026 With provenance	CPython 3.13	CPython 3.13	Linux glibc 2.17+ x86-64	Details
stopfree-0.2.4-cp313-cp313-manylinux_2_17_s390x.manylinux2014_s390x.whl 360.1 kB Feb 21, 2026 With provenance	CPython 3.13	CPython 3.13	Linux glibc 2.17+ IBM System/390x	Details
stopfree-0.2.4-cp313-cp313-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl 481.7 kB Feb 21, 2026 With provenance	CPython 3.13	CPython 3.13	Linux glibc 2.17+ PowerPC 64-le	Details
stopfree-0.2.4-cp313-cp313-manylinux_2_17_i686.manylinux2014_i686.whl 363.6 kB Feb 21, 2026 With provenance	CPython 3.13	CPython 3.13	Linux glibc 2.17+ x86-32	Details
stopfree-0.2.4-cp313-cp313-manylinux_2_17_armv7l.manylinux2014_armv7l.whl 343.0 kB Feb 21, 2026 With provenance	CPython 3.13	CPython 3.13	Linux glibc 2.17+ ARMv7l	Details
stopfree-0.2.4-cp313-cp313-manylinux_2_17_aarch64.manylinux2014_aarch64.whl 339.5 kB Feb 21, 2026 With provenance	CPython 3.13	CPython 3.13	Linux glibc 2.17+ ARM64	Details
stopfree-0.2.4-cp313-cp313-macosx_11_0_arm64.whl 296.5 kB Feb 21, 2026 With provenance	CPython 3.13	CPython 3.13	macOS 11.0+ ARM64	Details
stopfree-0.2.4-cp312-cp312-win_amd64.whl 177.8 kB Feb 21, 2026 With provenance	CPython 3.12	CPython 3.12	Windows x86-64	Details
stopfree-0.2.4-cp312-cp312-musllinux_1_2_x86_64.whl 550.2 kB Feb 21, 2026 With provenance	CPython 3.12	CPython 3.12	Linux musl 1.2+ x86-64	Details
stopfree-0.2.4-cp312-cp312-musllinux_1_2_i686.whl 582.9 kB Feb 21, 2026 With provenance	CPython 3.12	CPython 3.12	Linux musl 1.2+ x86-32	Details
stopfree-0.2.4-cp312-cp312-musllinux_1_2_armv7l.whl 616.8 kB Feb 21, 2026 With provenance	CPython 3.12	CPython 3.12	Linux musl 1.2+ ARMv7l	Details
stopfree-0.2.4-cp312-cp312-musllinux_1_2_aarch64.whl 515.5 kB Feb 21, 2026 With provenance	CPython 3.12	CPython 3.12	Linux musl 1.2+ ARM64	Details
stopfree-0.2.4-cp312-cp312-manylinux_2_17_x86_64.manylinux2014_x86_64.whl 346.8 kB Feb 21, 2026 With provenance	CPython 3.12	CPython 3.12	Linux glibc 2.17+ x86-64	Details
stopfree-0.2.4-cp312-cp312-manylinux_2_17_s390x.manylinux2014_s390x.whl 360.1 kB Feb 21, 2026 With provenance	CPython 3.12	CPython 3.12	Linux glibc 2.17+ IBM System/390x	Details
stopfree-0.2.4-cp312-cp312-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl 481.4 kB Feb 21, 2026 With provenance	CPython 3.12	CPython 3.12	Linux glibc 2.17+ PowerPC 64-le	Details
stopfree-0.2.4-cp312-cp312-manylinux_2_17_i686.manylinux2014_i686.whl 363.8 kB Feb 21, 2026 With provenance	CPython 3.12	CPython 3.12	Linux glibc 2.17+ x86-32	Details
stopfree-0.2.4-cp312-cp312-manylinux_2_17_armv7l.manylinux2014_armv7l.whl 342.5 kB Feb 21, 2026 With provenance	CPython 3.12	CPython 3.12	Linux glibc 2.17+ ARMv7l	Details
stopfree-0.2.4-cp312-cp312-manylinux_2_17_aarch64.manylinux2014_aarch64.whl 339.3 kB Feb 21, 2026 With provenance	CPython 3.12	CPython 3.12	Linux glibc 2.17+ ARM64	Details
stopfree-0.2.4-cp312-cp312-macosx_11_0_arm64.whl 296.5 kB Feb 21, 2026 With provenance	CPython 3.12	CPython 3.12	macOS 11.0+ ARM64	Details
stopfree-0.2.4-cp311-cp311-win_amd64.whl 179.1 kB Feb 21, 2026 With provenance	CPython 3.11	CPython 3.11	Windows x86-64	Details
stopfree-0.2.4-cp311-cp311-musllinux_1_2_x86_64.whl 553.2 kB Feb 21, 2026 With provenance	CPython 3.11	CPython 3.11	Linux musl 1.2+ x86-64	Details
stopfree-0.2.4-cp311-cp311-musllinux_1_2_i686.whl 585.8 kB Feb 21, 2026 With provenance	CPython 3.11	CPython 3.11	Linux musl 1.2+ x86-32	Details
stopfree-0.2.4-cp311-cp311-musllinux_1_2_armv7l.whl 620.4 kB Feb 21, 2026 With provenance	CPython 3.11	CPython 3.11	Linux musl 1.2+ ARMv7l	Details
stopfree-0.2.4-cp311-cp311-musllinux_1_2_aarch64.whl 518.2 kB Feb 21, 2026 With provenance	CPython 3.11	CPython 3.11	Linux musl 1.2+ ARM64	Details
stopfree-0.2.4-cp311-cp311-manylinux_2_17_x86_64.manylinux2014_x86_64.whl 349.0 kB Feb 21, 2026 With provenance	CPython 3.11	CPython 3.11	Linux glibc 2.17+ x86-64	Details
stopfree-0.2.4-cp311-cp311-manylinux_2_17_s390x.manylinux2014_s390x.whl 362.5 kB Feb 21, 2026 With provenance	CPython 3.11	CPython 3.11	Linux glibc 2.17+ IBM System/390x	Details
stopfree-0.2.4-cp311-cp311-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl 484.0 kB Feb 21, 2026 With provenance	CPython 3.11	CPython 3.11	Linux glibc 2.17+ PowerPC 64-le	Details
stopfree-0.2.4-cp311-cp311-manylinux_2_17_i686.manylinux2014_i686.whl 368.0 kB Feb 21, 2026 With provenance	CPython 3.11	CPython 3.11	Linux glibc 2.17+ x86-32	Details
stopfree-0.2.4-cp311-cp311-manylinux_2_17_armv7l.manylinux2014_armv7l.whl 345.4 kB Feb 21, 2026 With provenance	CPython 3.11	CPython 3.11	Linux glibc 2.17+ ARMv7l	Details
stopfree-0.2.4-cp311-cp311-manylinux_2_17_aarch64.manylinux2014_aarch64.whl 341.6 kB Feb 21, 2026 With provenance	CPython 3.11	CPython 3.11	Linux glibc 2.17+ ARM64	Details
stopfree-0.2.4-cp311-cp311-macosx_11_0_arm64.whl 298.6 kB Feb 21, 2026 With provenance	CPython 3.11	CPython 3.11	macOS 11.0+ ARM64	Details
stopfree-0.2.4-cp310-cp310-win_amd64.whl 179.2 kB Feb 21, 2026 With provenance	CPython 3.10	CPython 3.10	Windows x86-64	Details
stopfree-0.2.4-cp310-cp310-musllinux_1_2_x86_64.whl 553.5 kB Feb 21, 2026 With provenance	CPython 3.10	CPython 3.10	Linux musl 1.2+ x86-64	Details
stopfree-0.2.4-cp310-cp310-musllinux_1_2_i686.whl 586.0 kB Feb 21, 2026 With provenance	CPython 3.10	CPython 3.10	Linux musl 1.2+ x86-32	Details
stopfree-0.2.4-cp310-cp310-musllinux_1_2_armv7l.whl 620.6 kB Feb 21, 2026 With provenance	CPython 3.10	CPython 3.10	Linux musl 1.2+ ARMv7l	Details
stopfree-0.2.4-cp310-cp310-musllinux_1_2_aarch64.whl 518.6 kB Feb 21, 2026 With provenance	CPython 3.10	CPython 3.10	Linux musl 1.2+ ARM64	Details
stopfree-0.2.4-cp310-cp310-manylinux_2_17_x86_64.manylinux2014_x86_64.whl 349.2 kB Feb 21, 2026 With provenance	CPython 3.10	CPython 3.10	Linux glibc 2.17+ x86-64	Details
stopfree-0.2.4-cp310-cp310-manylinux_2_17_s390x.manylinux2014_s390x.whl 362.8 kB Feb 21, 2026 With provenance	CPython 3.10	CPython 3.10	Linux glibc 2.17+ IBM System/390x	Details
stopfree-0.2.4-cp310-cp310-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl 483.4 kB Feb 21, 2026 With provenance	CPython 3.10	CPython 3.10	Linux glibc 2.17+ PowerPC 64-le	Details
stopfree-0.2.4-cp310-cp310-manylinux_2_17_i686.manylinux2014_i686.whl 368.2 kB Feb 21, 2026 With provenance	CPython 3.10	CPython 3.10	Linux glibc 2.17+ x86-32	Details
stopfree-0.2.4-cp310-cp310-manylinux_2_17_armv7l.manylinux2014_armv7l.whl 345.5 kB Feb 21, 2026 With provenance	CPython 3.10	CPython 3.10	Linux glibc 2.17+ ARMv7l	Details
stopfree-0.2.4-cp310-cp310-manylinux_2_17_aarch64.manylinux2014_aarch64.whl 341.8 kB Feb 21, 2026 With provenance	CPython 3.10	CPython 3.10	Linux glibc 2.17+ ARM64	Details
stopfree-0.2.4-cp39-cp39-musllinux_1_2_x86_64.whl 553.5 kB Feb 21, 2026 With provenance	CPython 3.9	CPython 3.9	Linux musl 1.2+ x86-64	Details
stopfree-0.2.4-cp39-cp39-musllinux_1_2_i686.whl 586.2 kB Feb 21, 2026 With provenance	CPython 3.9	CPython 3.9	Linux musl 1.2+ x86-32	Details
stopfree-0.2.4-cp39-cp39-musllinux_1_2_armv7l.whl 621.0 kB Feb 21, 2026 With provenance	CPython 3.9	CPython 3.9	Linux musl 1.2+ ARMv7l	Details
stopfree-0.2.4-cp39-cp39-musllinux_1_2_aarch64.whl 518.9 kB Feb 21, 2026 With provenance	CPython 3.9	CPython 3.9	Linux musl 1.2+ ARM64	Details
stopfree-0.2.4-cp39-cp39-manylinux_2_17_x86_64.manylinux2014_x86_64.whl 349.5 kB Feb 21, 2026 With provenance	CPython 3.9	CPython 3.9	Linux glibc 2.17+ x86-64	Details
stopfree-0.2.4-cp39-cp39-manylinux_2_17_s390x.manylinux2014_s390x.whl 362.8 kB Feb 21, 2026 With provenance	CPython 3.9	CPython 3.9	Linux glibc 2.17+ IBM System/390x	Details
stopfree-0.2.4-cp39-cp39-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl 484.2 kB Feb 21, 2026 With provenance	CPython 3.9	CPython 3.9	Linux glibc 2.17+ PowerPC 64-le	Details
stopfree-0.2.4-cp39-cp39-manylinux_2_17_i686.manylinux2014_i686.whl 368.7 kB Feb 21, 2026 With provenance	CPython 3.9	CPython 3.9	Linux glibc 2.17+ x86-32	Details
stopfree-0.2.4-cp39-cp39-manylinux_2_17_armv7l.manylinux2014_armv7l.whl 345.8 kB Feb 21, 2026 With provenance	CPython 3.9	CPython 3.9	Linux glibc 2.17+ ARMv7l	Details
stopfree-0.2.4-cp39-cp39-manylinux_2_17_aarch64.manylinux2014_aarch64.whl 342.2 kB Feb 21, 2026 With provenance	CPython 3.9	CPython 3.9	Linux glibc 2.17+ ARM64	Details
stopfree-0.2.4-cp38-cp38-musllinux_1_2_x86_64.whl 553.4 kB Feb 21, 2026 With provenance	CPython 3.8	CPython 3.8	Linux musl 1.2+ x86-64	Details
stopfree-0.2.4-cp38-cp38-musllinux_1_2_i686.whl 586.1 kB Feb 21, 2026 With provenance	CPython 3.8	CPython 3.8	Linux musl 1.2+ x86-32	Details
stopfree-0.2.4-cp38-cp38-musllinux_1_2_armv7l.whl 621.0 kB Feb 21, 2026 With provenance	CPython 3.8	CPython 3.8	Linux musl 1.2+ ARMv7l	Details
stopfree-0.2.4-cp38-cp38-musllinux_1_2_aarch64.whl 518.8 kB Feb 21, 2026 With provenance	CPython 3.8	CPython 3.8	Linux musl 1.2+ ARM64	Details
stopfree-0.2.4-cp38-cp38-manylinux_2_17_x86_64.manylinux2014_x86_64.whl 349.5 kB Feb 21, 2026 With provenance	CPython 3.8	CPython 3.8	Linux glibc 2.17+ x86-64	Details
stopfree-0.2.4-cp38-cp38-manylinux_2_17_s390x.manylinux2014_s390x.whl 362.8 kB Feb 21, 2026 With provenance	CPython 3.8	CPython 3.8	Linux glibc 2.17+ IBM System/390x	Details
stopfree-0.2.4-cp38-cp38-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl 480.8 kB Feb 21, 2026 With provenance	CPython 3.8	CPython 3.8	Linux glibc 2.17+ PowerPC 64-le	Details
stopfree-0.2.4-cp38-cp38-manylinux_2_17_i686.manylinux2014_i686.whl 368.3 kB Feb 21, 2026 With provenance	CPython 3.8	CPython 3.8	Linux glibc 2.17+ x86-32	Details
stopfree-0.2.4-cp38-cp38-manylinux_2_17_armv7l.manylinux2014_armv7l.whl 345.6 kB Feb 21, 2026 With provenance	CPython 3.8	CPython 3.8	Linux glibc 2.17+ ARMv7l	Details
stopfree-0.2.4-cp38-cp38-manylinux_2_17_aarch64.manylinux2014_aarch64.whl 342.1 kB Feb 21, 2026 With provenance	CPython 3.8	CPython 3.8	Linux glibc 2.17+ ARM64	Details

Total release size: 46.0 MB

Release files / stopfree-0.2.4.tar.gz

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Uploaded using Trusted Publishing? What is trusted publishing?	Yes
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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.

Identity

Publishing platform: GitHub Actions
Publishing repository: github.com/afg1/stopfree
Publishing commit: github.com/afg1/stopfree/tree/0d9a0cf2830398e1b0b105bd4b902c2710affdcf

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Artifact

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Release files / stopfree-0.2.4-pp311-pypy311_pp73-musllinux_1_2_x86_64.whl

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Provenance

Identity

Publishing platform: GitHub Actions
Publishing repository: github.com/afg1/stopfree
Publishing commit: github.com/afg1/stopfree/tree/0d9a0cf2830398e1b0b105bd4b902c2710affdcf

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Release files / stopfree-0.2.4-pp311-pypy311_pp73-musllinux_1_2_i686.whl

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Provenance

Identity

Publishing platform: GitHub Actions
Publishing repository: github.com/afg1/stopfree
Publishing commit: github.com/afg1/stopfree/tree/0d9a0cf2830398e1b0b105bd4b902c2710affdcf

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Release files / stopfree-0.2.4-pp311-pypy311_pp73-musllinux_1_2_armv7l.whl

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Uploaded via	`twine/6.1.0 CPython/3.13.7`

Provenance

Identity

Publishing platform: GitHub Actions
Publishing repository: github.com/afg1/stopfree
Publishing commit: github.com/afg1/stopfree/tree/0d9a0cf2830398e1b0b105bd4b902c2710affdcf

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Release files / stopfree-0.2.4-pp311-pypy311_pp73-musllinux_1_2_aarch64.whl

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Uploaded via	`twine/6.1.0 CPython/3.13.7`

Provenance

Identity

Publishing platform: GitHub Actions
Publishing repository: github.com/afg1/stopfree
Publishing commit: github.com/afg1/stopfree/tree/0d9a0cf2830398e1b0b105bd4b902c2710affdcf

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Release files / stopfree-0.2.4-pp311-pypy311_pp73-manylinux_2_17_x86_64.manylinux2014_x86_64.whl

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Uploaded via	`twine/6.1.0 CPython/3.13.7`

Provenance

Identity

Publishing platform: GitHub Actions
Publishing repository: github.com/afg1/stopfree
Publishing commit: github.com/afg1/stopfree/tree/0d9a0cf2830398e1b0b105bd4b902c2710affdcf

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Release files / stopfree-0.2.4-pp311-pypy311_pp73-manylinux_2_17_s390x.manylinux2014_s390x.whl

Download URL	stopfree-0.2.4-pp311-pypy311_pp73-manylinux_2_17_s390x.manylinux2014_s390x.whl
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Uploaded using Trusted Publishing? What is trusted publishing?	Yes
Uploaded via	`twine/6.1.0 CPython/3.13.7`

Provenance

Identity

Publishing platform: GitHub Actions
Publishing repository: github.com/afg1/stopfree
Publishing commit: github.com/afg1/stopfree/tree/0d9a0cf2830398e1b0b105bd4b902c2710affdcf

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Release files / stopfree-0.2.4-pp311-pypy311_pp73-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl

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Uploaded using Trusted Publishing? What is trusted publishing?	Yes
Uploaded via	`twine/6.1.0 CPython/3.13.7`

Provenance

Identity

Publishing platform: GitHub Actions
Publishing repository: github.com/afg1/stopfree
Publishing commit: github.com/afg1/stopfree/tree/0d9a0cf2830398e1b0b105bd4b902c2710affdcf

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Artifact

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Release files / stopfree-0.2.4-pp311-pypy311_pp73-manylinux_2_17_i686.manylinux2014_i686.whl

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Uploaded using Trusted Publishing? What is trusted publishing?	Yes
Uploaded via	`twine/6.1.0 CPython/3.13.7`

Provenance

Identity

Publishing platform: GitHub Actions
Publishing repository: github.com/afg1/stopfree
Publishing commit: github.com/afg1/stopfree/tree/0d9a0cf2830398e1b0b105bd4b902c2710affdcf

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Artifact

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Release files / stopfree-0.2.4-pp311-pypy311_pp73-manylinux_2_17_armv7l.manylinux2014_armv7l.whl

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Uploaded via	`twine/6.1.0 CPython/3.13.7`

Provenance

Identity

Publishing platform: GitHub Actions
Publishing repository: github.com/afg1/stopfree
Publishing commit: github.com/afg1/stopfree/tree/0d9a0cf2830398e1b0b105bd4b902c2710affdcf

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Artifact

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Release files / stopfree-0.2.4-pp311-pypy311_pp73-manylinux_2_17_aarch64.manylinux2014_aarch64.whl

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Uploaded using Trusted Publishing? What is trusted publishing?	Yes
Uploaded via	`twine/6.1.0 CPython/3.13.7`

Provenance

Identity

Publishing platform: GitHub Actions
Publishing repository: github.com/afg1/stopfree
Publishing commit: github.com/afg1/stopfree/tree/0d9a0cf2830398e1b0b105bd4b902c2710affdcf

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Release files / stopfree-0.2.4-cp314-cp314t-musllinux_1_2_x86_64.whl

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Uploaded via	`twine/6.1.0 CPython/3.13.7`

Provenance

Identity

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Publishing repository: github.com/afg1/stopfree
Publishing commit: github.com/afg1/stopfree/tree/0d9a0cf2830398e1b0b105bd4b902c2710affdcf

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Artifact

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Release files / stopfree-0.2.4-cp314-cp314t-musllinux_1_2_i686.whl

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Uploaded using Trusted Publishing? What is trusted publishing?	Yes
Uploaded via	`twine/6.1.0 CPython/3.13.7`

Provenance

Identity

Publishing platform: GitHub Actions
Publishing repository: github.com/afg1/stopfree
Publishing commit: github.com/afg1/stopfree/tree/0d9a0cf2830398e1b0b105bd4b902c2710affdcf

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Artifact

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Release files / stopfree-0.2.4-cp314-cp314t-musllinux_1_2_armv7l.whl

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Provenance

Identity

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Publishing repository: github.com/afg1/stopfree
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Release files / stopfree-0.2.4-cp314-cp314t-musllinux_1_2_aarch64.whl

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Identity

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Release files / stopfree-0.2.4-cp314-cp314t-manylinux_2_17_s390x.manylinux2014_s390x.whl

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Publishing commit: github.com/afg1/stopfree/tree/0d9a0cf2830398e1b0b105bd4b902c2710affdcf

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Release files / stopfree-0.2.4-cp314-cp314t-manylinux_2_17_armv7l.manylinux2014_armv7l.whl

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Provenance

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Publishing commit: github.com/afg1/stopfree/tree/0d9a0cf2830398e1b0b105bd4b902c2710affdcf

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Release files / stopfree-0.2.4-cp314-cp314t-manylinux_2_17_aarch64.manylinux2014_aarch64.whl

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Provenance

Identity

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Publishing commit: github.com/afg1/stopfree/tree/0d9a0cf2830398e1b0b105bd4b902c2710affdcf

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Release files / stopfree-0.2.4-cp314-cp314-win_amd64.whl

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Provenance

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Release files / stopfree-0.2.4-cp314-cp314-win32.whl

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Identity

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Publishing commit: github.com/afg1/stopfree/tree/0d9a0cf2830398e1b0b105bd4b902c2710affdcf

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Publishing commit: github.com/afg1/stopfree/tree/0d9a0cf2830398e1b0b105bd4b902c2710affdcf

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Uploaded via	`twine/6.1.0 CPython/3.13.7`

Provenance

Identity

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Publishing commit: github.com/afg1/stopfree/tree/0d9a0cf2830398e1b0b105bd4b902c2710affdcf

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Provenance

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Publishing commit: github.com/afg1/stopfree/tree/0d9a0cf2830398e1b0b105bd4b902c2710affdcf

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Release files / stopfree-0.2.4-cp314-cp314-manylinux_2_17_s390x.manylinux2014_s390x.whl

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Provenance

Identity

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Publishing commit: github.com/afg1/stopfree/tree/0d9a0cf2830398e1b0b105bd4b902c2710affdcf

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Release files / stopfree-0.2.4-cp314-cp314-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl

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Uploaded via	`twine/6.1.0 CPython/3.13.7`

Provenance

Identity

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Publishing repository: github.com/afg1/stopfree
Publishing commit: github.com/afg1/stopfree/tree/0d9a0cf2830398e1b0b105bd4b902c2710affdcf

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Release files / stopfree-0.2.4-cp314-cp314-manylinux_2_17_i686.manylinux2014_i686.whl

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Provenance

Identity

Publishing platform: GitHub Actions
Publishing repository: github.com/afg1/stopfree
Publishing commit: github.com/afg1/stopfree/tree/0d9a0cf2830398e1b0b105bd4b902c2710affdcf

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Release files / stopfree-0.2.4-cp314-cp314-manylinux_2_17_armv7l.manylinux2014_armv7l.whl

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Provenance

Identity

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Publishing repository: github.com/afg1/stopfree
Publishing commit: github.com/afg1/stopfree/tree/0d9a0cf2830398e1b0b105bd4b902c2710affdcf

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Release files / stopfree-0.2.4-cp314-cp314-manylinux_2_17_aarch64.manylinux2014_aarch64.whl

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Release files / stopfree-0.2.4-cp314-cp314-macosx_11_0_arm64.whl

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Artifact

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Release files / stopfree-0.2.4-cp313-cp313t-musllinux_1_2_x86_64.whl

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Provenance

Identity

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Release files / stopfree-0.2.4-cp313-cp313t-musllinux_1_2_i686.whl

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Provenance

Identity

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Publishing commit: github.com/afg1/stopfree/tree/0d9a0cf2830398e1b0b105bd4b902c2710affdcf

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Artifact

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Release files / stopfree-0.2.4-cp313-cp313t-musllinux_1_2_armv7l.whl

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Provenance

Identity

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Publishing repository: github.com/afg1/stopfree
Publishing commit: github.com/afg1/stopfree/tree/0d9a0cf2830398e1b0b105bd4b902c2710affdcf

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Artifact

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Release files / stopfree-0.2.4-cp313-cp313t-musllinux_1_2_aarch64.whl

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Provenance

Identity

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Publishing repository: github.com/afg1/stopfree
Publishing commit: github.com/afg1/stopfree/tree/0d9a0cf2830398e1b0b105bd4b902c2710affdcf

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Artifact

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Release files / stopfree-0.2.4-cp313-cp313t-manylinux_2_17_s390x.manylinux2014_s390x.whl

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Provenance

Identity

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Publishing repository: github.com/afg1/stopfree
Publishing commit: github.com/afg1/stopfree/tree/0d9a0cf2830398e1b0b105bd4b902c2710affdcf

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Artifact

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Release files / stopfree-0.2.4-cp313-cp313t-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl

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Uploaded via	`twine/6.1.0 CPython/3.13.7`

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Identity

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Publishing repository: github.com/afg1/stopfree
Publishing commit: github.com/afg1/stopfree/tree/0d9a0cf2830398e1b0b105bd4b902c2710affdcf

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Artifact

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Release files / stopfree-0.2.4-cp313-cp313t-manylinux_2_17_armv7l.manylinux2014_armv7l.whl

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Uploaded via	`twine/6.1.0 CPython/3.13.7`

Provenance

Identity

Publishing platform: GitHub Actions
Publishing repository: github.com/afg1/stopfree
Publishing commit: github.com/afg1/stopfree/tree/0d9a0cf2830398e1b0b105bd4b902c2710affdcf

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Release files / stopfree-0.2.4-cp313-cp313t-manylinux_2_17_aarch64.manylinux2014_aarch64.whl

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Uploaded via	`twine/6.1.0 CPython/3.13.7`

Provenance

Identity

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Publishing repository: github.com/afg1/stopfree
Publishing commit: github.com/afg1/stopfree/tree/0d9a0cf2830398e1b0b105bd4b902c2710affdcf

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Release files / stopfree-0.2.4-cp313-cp313-win_amd64.whl

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Uploaded via	`twine/6.1.0 CPython/3.13.7`

Provenance

Identity

Publishing platform: GitHub Actions
Publishing repository: github.com/afg1/stopfree
Publishing commit: github.com/afg1/stopfree/tree/0d9a0cf2830398e1b0b105bd4b902c2710affdcf

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Release files / stopfree-0.2.4-cp313-cp313-musllinux_1_2_x86_64.whl

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Uploaded via	`twine/6.1.0 CPython/3.13.7`

Provenance

Identity

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Publishing repository: github.com/afg1/stopfree
Publishing commit: github.com/afg1/stopfree/tree/0d9a0cf2830398e1b0b105bd4b902c2710affdcf

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Release files / stopfree-0.2.4-cp313-cp313-musllinux_1_2_i686.whl

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Provenance

Identity

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Publishing repository: github.com/afg1/stopfree
Publishing commit: github.com/afg1/stopfree/tree/0d9a0cf2830398e1b0b105bd4b902c2710affdcf

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Release files / stopfree-0.2.4-cp313-cp313-musllinux_1_2_armv7l.whl

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Uploaded via	`twine/6.1.0 CPython/3.13.7`

Provenance

Identity

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Publishing repository: github.com/afg1/stopfree
Publishing commit: github.com/afg1/stopfree/tree/0d9a0cf2830398e1b0b105bd4b902c2710affdcf

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Release files / stopfree-0.2.4-cp313-cp313-musllinux_1_2_aarch64.whl

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Provenance

Identity

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Publishing repository: github.com/afg1/stopfree
Publishing commit: github.com/afg1/stopfree/tree/0d9a0cf2830398e1b0b105bd4b902c2710affdcf

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Artifact

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Release files / stopfree-0.2.4-cp313-cp313-manylinux_2_17_x86_64.manylinux2014_x86_64.whl

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Provenance

Identity

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Publishing commit: github.com/afg1/stopfree/tree/0d9a0cf2830398e1b0b105bd4b902c2710affdcf

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Artifact

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Release files / stopfree-0.2.4-cp313-cp313-manylinux_2_17_s390x.manylinux2014_s390x.whl

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Provenance

Identity

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Publishing commit: github.com/afg1/stopfree/tree/0d9a0cf2830398e1b0b105bd4b902c2710affdcf

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Artifact

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Release files / stopfree-0.2.4-cp313-cp313-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl

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Provenance

Identity

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Publishing commit: github.com/afg1/stopfree/tree/0d9a0cf2830398e1b0b105bd4b902c2710affdcf

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Artifact

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Release files / stopfree-0.2.4-cp313-cp313-manylinux_2_17_i686.manylinux2014_i686.whl

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Provenance

Identity

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Publishing repository: github.com/afg1/stopfree
Publishing commit: github.com/afg1/stopfree/tree/0d9a0cf2830398e1b0b105bd4b902c2710affdcf

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Artifact

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Release files / stopfree-0.2.4-cp313-cp313-manylinux_2_17_armv7l.manylinux2014_armv7l.whl

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Provenance

Identity

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Publishing repository: github.com/afg1/stopfree
Publishing commit: github.com/afg1/stopfree/tree/0d9a0cf2830398e1b0b105bd4b902c2710affdcf

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Artifact

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Release files / stopfree-0.2.4-cp313-cp313-manylinux_2_17_aarch64.manylinux2014_aarch64.whl

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Provenance

Identity

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Publishing repository: github.com/afg1/stopfree
Publishing commit: github.com/afg1/stopfree/tree/0d9a0cf2830398e1b0b105bd4b902c2710affdcf

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Artifact

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Release files / stopfree-0.2.4-cp313-cp313-macosx_11_0_arm64.whl

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Provenance

Identity

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Publishing commit: github.com/afg1/stopfree/tree/0d9a0cf2830398e1b0b105bd4b902c2710affdcf

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Release files / stopfree-0.2.4-cp312-cp312-win_amd64.whl

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Provenance

Identity

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Publishing repository: github.com/afg1/stopfree
Publishing commit: github.com/afg1/stopfree/tree/0d9a0cf2830398e1b0b105bd4b902c2710affdcf

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Release files / stopfree-0.2.4-cp312-cp312-musllinux_1_2_x86_64.whl

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Provenance

Identity

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Publishing repository: github.com/afg1/stopfree
Publishing commit: github.com/afg1/stopfree/tree/0d9a0cf2830398e1b0b105bd4b902c2710affdcf

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Artifact

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Release files / stopfree-0.2.4-cp312-cp312-musllinux_1_2_i686.whl

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Provenance

Identity

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Publishing repository: github.com/afg1/stopfree
Publishing commit: github.com/afg1/stopfree/tree/0d9a0cf2830398e1b0b105bd4b902c2710affdcf

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Artifact

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Release files / stopfree-0.2.4-cp312-cp312-musllinux_1_2_armv7l.whl

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Provenance

Identity

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Publishing repository: github.com/afg1/stopfree
Publishing commit: github.com/afg1/stopfree/tree/0d9a0cf2830398e1b0b105bd4b902c2710affdcf

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Artifact

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Release files / stopfree-0.2.4-cp312-cp312-musllinux_1_2_aarch64.whl

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Provenance

Identity

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Publishing repository: github.com/afg1/stopfree
Publishing commit: github.com/afg1/stopfree/tree/0d9a0cf2830398e1b0b105bd4b902c2710affdcf

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Artifact

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Release files / stopfree-0.2.4-cp312-cp312-manylinux_2_17_x86_64.manylinux2014_x86_64.whl

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Uploaded via	`twine/6.1.0 CPython/3.13.7`

Provenance

Identity

Publishing platform: GitHub Actions
Publishing repository: github.com/afg1/stopfree
Publishing commit: github.com/afg1/stopfree/tree/0d9a0cf2830398e1b0b105bd4b902c2710affdcf

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Artifact

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Release files / stopfree-0.2.4-cp312-cp312-manylinux_2_17_s390x.manylinux2014_s390x.whl

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Upload date	Feb 21, 2026
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Uploaded via	`twine/6.1.0 CPython/3.13.7`

Provenance

Identity

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Publishing repository: github.com/afg1/stopfree
Publishing commit: github.com/afg1/stopfree/tree/0d9a0cf2830398e1b0b105bd4b902c2710affdcf

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Artifact

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SHA-256 checksum: 0a52f64892270288460493a0e9667bbe1ccc566db44272d50fec2bacfd49475b Verifying attestations

Release files / stopfree-0.2.4-cp312-cp312-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl

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Size	481.4 kB
Tags	CPython 3.12 Linux glibc 2.17+ PowerPC 64-le
SHA-256 checksum How to use checksums	`d7aabbcc5144413789bf4f71e230f193a93118409198003a99a6e28c31abd1ac`
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Upload date	Feb 21, 2026
Uploaded using Trusted Publishing? What is trusted publishing?	Yes
Uploaded via	`twine/6.1.0 CPython/3.13.7`

Provenance

Identity

Publishing platform: GitHub Actions
Publishing repository: github.com/afg1/stopfree
Publishing commit: github.com/afg1/stopfree/tree/0d9a0cf2830398e1b0b105bd4b902c2710affdcf

Workflow

Publishing configuration: github.com/afg1/stopfree/blob/0d9a0cf2830398e1b0b105bd4b902c2710affdcf/.github/workflows/CI.yml
Publishing logs: github.com/afg1/stopfree/actions/runs/22254963932/attempts/1

Artifact

Subject: stopfree-0.2.4-cp312-cp312-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl
SHA-256 checksum: d7aabbcc5144413789bf4f71e230f193a93118409198003a99a6e28c31abd1ac Verifying attestations

Release files / stopfree-0.2.4-cp312-cp312-manylinux_2_17_i686.manylinux2014_i686.whl

Download URL	stopfree-0.2.4-cp312-cp312-manylinux_2_17_i686.manylinux2014_i686.whl
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Upload date	Feb 21, 2026
Uploaded using Trusted Publishing? What is trusted publishing?	Yes
Uploaded via	`twine/6.1.0 CPython/3.13.7`

Provenance

Identity

Publishing platform: GitHub Actions
Publishing repository: github.com/afg1/stopfree
Publishing commit: github.com/afg1/stopfree/tree/0d9a0cf2830398e1b0b105bd4b902c2710affdcf

Workflow

Publishing configuration: github.com/afg1/stopfree/blob/0d9a0cf2830398e1b0b105bd4b902c2710affdcf/.github/workflows/CI.yml
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Artifact

Subject: stopfree-0.2.4-cp312-cp312-manylinux_2_17_i686.manylinux2014_i686.whl
SHA-256 checksum: 88416826f64311065b01fa4a129c90958e7dfa7bc59b96bcc63810c7efb38a2b Verifying attestations

Release files / stopfree-0.2.4-cp312-cp312-manylinux_2_17_armv7l.manylinux2014_armv7l.whl

Download URL	stopfree-0.2.4-cp312-cp312-manylinux_2_17_armv7l.manylinux2014_armv7l.whl
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Tags	CPython 3.12 Linux glibc 2.17+ ARMv7l
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Upload date	Feb 21, 2026
Uploaded using Trusted Publishing? What is trusted publishing?	Yes
Uploaded via	`twine/6.1.0 CPython/3.13.7`

Provenance

Identity

Publishing platform: GitHub Actions
Publishing repository: github.com/afg1/stopfree
Publishing commit: github.com/afg1/stopfree/tree/0d9a0cf2830398e1b0b105bd4b902c2710affdcf

Workflow

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Artifact

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Release files / stopfree-0.2.4-cp312-cp312-manylinux_2_17_aarch64.manylinux2014_aarch64.whl

Download URL	stopfree-0.2.4-cp312-cp312-manylinux_2_17_aarch64.manylinux2014_aarch64.whl
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Upload date	Feb 21, 2026
Uploaded using Trusted Publishing? What is trusted publishing?	Yes
Uploaded via	`twine/6.1.0 CPython/3.13.7`

Provenance

Identity

Publishing platform: GitHub Actions
Publishing repository: github.com/afg1/stopfree
Publishing commit: github.com/afg1/stopfree/tree/0d9a0cf2830398e1b0b105bd4b902c2710affdcf

Workflow

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Artifact

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Release files / stopfree-0.2.4-cp312-cp312-macosx_11_0_arm64.whl

Download URL	stopfree-0.2.4-cp312-cp312-macosx_11_0_arm64.whl
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Upload date	Feb 21, 2026
Uploaded using Trusted Publishing? What is trusted publishing?	Yes
Uploaded via	`twine/6.1.0 CPython/3.13.7`

Provenance

Identity

Publishing platform: GitHub Actions
Publishing repository: github.com/afg1/stopfree
Publishing commit: github.com/afg1/stopfree/tree/0d9a0cf2830398e1b0b105bd4b902c2710affdcf

Workflow

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Artifact

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Release files / stopfree-0.2.4-cp311-cp311-win_amd64.whl

Download URL	stopfree-0.2.4-cp311-cp311-win_amd64.whl
Size	179.1 kB
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Upload date	Feb 21, 2026
Uploaded using Trusted Publishing? What is trusted publishing?	Yes
Uploaded via	`twine/6.1.0 CPython/3.13.7`

Provenance

Identity

Publishing platform: GitHub Actions
Publishing repository: github.com/afg1/stopfree
Publishing commit: github.com/afg1/stopfree/tree/0d9a0cf2830398e1b0b105bd4b902c2710affdcf

Workflow

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Artifact

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Release files / stopfree-0.2.4-cp311-cp311-musllinux_1_2_x86_64.whl

Download URL	stopfree-0.2.4-cp311-cp311-musllinux_1_2_x86_64.whl
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Upload date	Feb 21, 2026
Uploaded using Trusted Publishing? What is trusted publishing?	Yes
Uploaded via	`twine/6.1.0 CPython/3.13.7`

Provenance

Identity

Publishing platform: GitHub Actions
Publishing repository: github.com/afg1/stopfree
Publishing commit: github.com/afg1/stopfree/tree/0d9a0cf2830398e1b0b105bd4b902c2710affdcf

Workflow

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Artifact

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SHA-256 checksum: 2fbcbf5bd92c46706c8548b3d0d7e8a44a91e9af47725ab033954bb6febed7d7 Verifying attestations

Release files / stopfree-0.2.4-cp311-cp311-musllinux_1_2_i686.whl

Download URL	stopfree-0.2.4-cp311-cp311-musllinux_1_2_i686.whl
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Upload date	Feb 21, 2026
Uploaded using Trusted Publishing? What is trusted publishing?	Yes
Uploaded via	`twine/6.1.0 CPython/3.13.7`

Provenance

Identity

Publishing platform: GitHub Actions
Publishing repository: github.com/afg1/stopfree
Publishing commit: github.com/afg1/stopfree/tree/0d9a0cf2830398e1b0b105bd4b902c2710affdcf

Workflow

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Artifact

Subject: stopfree-0.2.4-cp311-cp311-musllinux_1_2_i686.whl
SHA-256 checksum: 0036c4109b051134bb9dd37b1a55ba9c146087cb02cc59ce030a2cade08faa21 Verifying attestations

Release files / stopfree-0.2.4-cp311-cp311-musllinux_1_2_armv7l.whl

Download URL	stopfree-0.2.4-cp311-cp311-musllinux_1_2_armv7l.whl
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SHA-256 checksum How to use checksums	`ca8d175ccc5714d45fab3923693b3a92616ea7eb6be34a114a3a1dcce19d29f9`
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Upload date	Feb 21, 2026
Uploaded using Trusted Publishing? What is trusted publishing?	Yes
Uploaded via	`twine/6.1.0 CPython/3.13.7`

Provenance

Identity

Publishing platform: GitHub Actions
Publishing repository: github.com/afg1/stopfree
Publishing commit: github.com/afg1/stopfree/tree/0d9a0cf2830398e1b0b105bd4b902c2710affdcf

Workflow

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Artifact

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Release files / stopfree-0.2.4-cp311-cp311-musllinux_1_2_aarch64.whl

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Upload date	Feb 21, 2026
Uploaded using Trusted Publishing? What is trusted publishing?	Yes
Uploaded via	`twine/6.1.0 CPython/3.13.7`

Provenance

Identity

Publishing platform: GitHub Actions
Publishing repository: github.com/afg1/stopfree
Publishing commit: github.com/afg1/stopfree/tree/0d9a0cf2830398e1b0b105bd4b902c2710affdcf

Workflow

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Artifact

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Release files / stopfree-0.2.4-cp311-cp311-manylinux_2_17_x86_64.manylinux2014_x86_64.whl

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Upload date	Feb 21, 2026
Uploaded using Trusted Publishing? What is trusted publishing?	Yes
Uploaded via	`twine/6.1.0 CPython/3.13.7`

Provenance

Identity

Publishing platform: GitHub Actions
Publishing repository: github.com/afg1/stopfree
Publishing commit: github.com/afg1/stopfree/tree/0d9a0cf2830398e1b0b105bd4b902c2710affdcf

Workflow

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Artifact

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SHA-256 checksum: f40ee48fa2a902fc6fdf09ffd3f329431e475de508f7a867e1dddd6ecdb4ab4d Verifying attestations

Release files / stopfree-0.2.4-cp311-cp311-manylinux_2_17_s390x.manylinux2014_s390x.whl

Download URL	stopfree-0.2.4-cp311-cp311-manylinux_2_17_s390x.manylinux2014_s390x.whl
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Upload date	Feb 21, 2026
Uploaded using Trusted Publishing? What is trusted publishing?	Yes
Uploaded via	`twine/6.1.0 CPython/3.13.7`

Provenance

Identity

Publishing platform: GitHub Actions
Publishing repository: github.com/afg1/stopfree
Publishing commit: github.com/afg1/stopfree/tree/0d9a0cf2830398e1b0b105bd4b902c2710affdcf

Workflow

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Artifact

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SHA-256 checksum: bf437b63f1efc4892fab54a79a46911bb03a6b867491920bbed2984ce8380935 Verifying attestations

Release files / stopfree-0.2.4-cp311-cp311-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl

Download URL	stopfree-0.2.4-cp311-cp311-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl
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Upload date	Feb 21, 2026
Uploaded using Trusted Publishing? What is trusted publishing?	Yes
Uploaded via	`twine/6.1.0 CPython/3.13.7`

Provenance

Identity

Publishing platform: GitHub Actions
Publishing repository: github.com/afg1/stopfree
Publishing commit: github.com/afg1/stopfree/tree/0d9a0cf2830398e1b0b105bd4b902c2710affdcf

Workflow

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Artifact

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SHA-256 checksum: 37707fa88e4abac6085818e3994e9ee0ff5ad465dd5fbb432367a539d9f53f88 Verifying attestations

Release files / stopfree-0.2.4-cp311-cp311-manylinux_2_17_i686.manylinux2014_i686.whl

Download URL	stopfree-0.2.4-cp311-cp311-manylinux_2_17_i686.manylinux2014_i686.whl
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Tags	CPython 3.11 Linux glibc 2.17+ x86-32
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Upload date	Feb 21, 2026
Uploaded using Trusted Publishing? What is trusted publishing?	Yes
Uploaded via	`twine/6.1.0 CPython/3.13.7`

Provenance

Identity

Publishing platform: GitHub Actions
Publishing repository: github.com/afg1/stopfree
Publishing commit: github.com/afg1/stopfree/tree/0d9a0cf2830398e1b0b105bd4b902c2710affdcf

Workflow

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Artifact

Subject: stopfree-0.2.4-cp311-cp311-manylinux_2_17_i686.manylinux2014_i686.whl
SHA-256 checksum: c68184c627eb717d7b3e2534b997f299f58b1eb25cfb5f56d187961297c15578 Verifying attestations

Release files / stopfree-0.2.4-cp311-cp311-manylinux_2_17_armv7l.manylinux2014_armv7l.whl

Download URL	stopfree-0.2.4-cp311-cp311-manylinux_2_17_armv7l.manylinux2014_armv7l.whl
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Tags	CPython 3.11 Linux glibc 2.17+ ARMv7l
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Upload date	Feb 21, 2026
Uploaded using Trusted Publishing? What is trusted publishing?	Yes
Uploaded via	`twine/6.1.0 CPython/3.13.7`

Provenance

Identity

Publishing platform: GitHub Actions
Publishing repository: github.com/afg1/stopfree
Publishing commit: github.com/afg1/stopfree/tree/0d9a0cf2830398e1b0b105bd4b902c2710affdcf

Workflow

Publishing configuration: github.com/afg1/stopfree/blob/0d9a0cf2830398e1b0b105bd4b902c2710affdcf/.github/workflows/CI.yml
Publishing logs: github.com/afg1/stopfree/actions/runs/22254963932/attempts/1

Artifact

Subject: stopfree-0.2.4-cp311-cp311-manylinux_2_17_armv7l.manylinux2014_armv7l.whl
SHA-256 checksum: 1b90241c99ae1bf61e9f35f6dcb73a78bd10987cc3b091189f25b4cd4b895582 Verifying attestations

Release files / stopfree-0.2.4-cp311-cp311-manylinux_2_17_aarch64.manylinux2014_aarch64.whl

Download URL	stopfree-0.2.4-cp311-cp311-manylinux_2_17_aarch64.manylinux2014_aarch64.whl
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Tags	CPython 3.11 Linux glibc 2.17+ ARM64
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Upload date	Feb 21, 2026
Uploaded using Trusted Publishing? What is trusted publishing?	Yes
Uploaded via	`twine/6.1.0 CPython/3.13.7`

Provenance

Identity

Publishing platform: GitHub Actions
Publishing repository: github.com/afg1/stopfree
Publishing commit: github.com/afg1/stopfree/tree/0d9a0cf2830398e1b0b105bd4b902c2710affdcf

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Release files / stopfree-0.2.4-cp311-cp311-macosx_11_0_arm64.whl

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Provenance

Identity

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Publishing repository: github.com/afg1/stopfree
Publishing commit: github.com/afg1/stopfree/tree/0d9a0cf2830398e1b0b105bd4b902c2710affdcf

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Release files / stopfree-0.2.4-cp310-cp310-win_amd64.whl

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Provenance

Identity

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Publishing repository: github.com/afg1/stopfree
Publishing commit: github.com/afg1/stopfree/tree/0d9a0cf2830398e1b0b105bd4b902c2710affdcf

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Release files / stopfree-0.2.4-cp310-cp310-musllinux_1_2_x86_64.whl

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Identity

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Publishing commit: github.com/afg1/stopfree/tree/0d9a0cf2830398e1b0b105bd4b902c2710affdcf

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Release files / stopfree-0.2.4-cp310-cp310-musllinux_1_2_i686.whl

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Provenance

Identity

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Publishing repository: github.com/afg1/stopfree
Publishing commit: github.com/afg1/stopfree/tree/0d9a0cf2830398e1b0b105bd4b902c2710affdcf

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Release files / stopfree-0.2.4-cp310-cp310-musllinux_1_2_armv7l.whl

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Provenance

Identity

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Publishing repository: github.com/afg1/stopfree
Publishing commit: github.com/afg1/stopfree/tree/0d9a0cf2830398e1b0b105bd4b902c2710affdcf

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Provenance

Identity

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Publishing repository: github.com/afg1/stopfree
Publishing commit: github.com/afg1/stopfree/tree/0d9a0cf2830398e1b0b105bd4b902c2710affdcf

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Release files / stopfree-0.2.4-cp310-cp310-manylinux_2_17_x86_64.manylinux2014_x86_64.whl

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Provenance

Identity

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Publishing repository: github.com/afg1/stopfree
Publishing commit: github.com/afg1/stopfree/tree/0d9a0cf2830398e1b0b105bd4b902c2710affdcf

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Provenance

Identity

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Publishing repository: github.com/afg1/stopfree
Publishing commit: github.com/afg1/stopfree/tree/0d9a0cf2830398e1b0b105bd4b902c2710affdcf

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Provenance

Identity

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Publishing repository: github.com/afg1/stopfree
Publishing commit: github.com/afg1/stopfree/tree/0d9a0cf2830398e1b0b105bd4b902c2710affdcf

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Uploaded via	`twine/6.1.0 CPython/3.13.7`

Provenance

Identity

Publishing platform: GitHub Actions
Publishing repository: github.com/afg1/stopfree
Publishing commit: github.com/afg1/stopfree/tree/0d9a0cf2830398e1b0b105bd4b902c2710affdcf

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Provenance

Identity

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Publishing repository: github.com/afg1/stopfree
Publishing commit: github.com/afg1/stopfree/tree/0d9a0cf2830398e1b0b105bd4b902c2710affdcf

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Provenance

Identity

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Publishing repository: github.com/afg1/stopfree
Publishing commit: github.com/afg1/stopfree/tree/0d9a0cf2830398e1b0b105bd4b902c2710affdcf

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Identity

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Publishing repository: github.com/afg1/stopfree
Publishing commit: github.com/afg1/stopfree/tree/0d9a0cf2830398e1b0b105bd4b902c2710affdcf

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Provenance

Identity

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Publishing repository: github.com/afg1/stopfree
Publishing commit: github.com/afg1/stopfree/tree/0d9a0cf2830398e1b0b105bd4b902c2710affdcf

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Artifact

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Release files / stopfree-0.2.4-cp39-cp39-musllinux_1_2_armv7l.whl

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Uploaded via	`twine/6.1.0 CPython/3.13.7`

Provenance

Identity

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Publishing repository: github.com/afg1/stopfree
Publishing commit: github.com/afg1/stopfree/tree/0d9a0cf2830398e1b0b105bd4b902c2710affdcf

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Artifact

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Release files / stopfree-0.2.4-cp39-cp39-musllinux_1_2_aarch64.whl

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Upload date	Feb 21, 2026
Uploaded using Trusted Publishing? What is trusted publishing?	Yes
Uploaded via	`twine/6.1.0 CPython/3.13.7`

Provenance

Identity

Publishing platform: GitHub Actions
Publishing repository: github.com/afg1/stopfree
Publishing commit: github.com/afg1/stopfree/tree/0d9a0cf2830398e1b0b105bd4b902c2710affdcf

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Artifact

Subject: stopfree-0.2.4-cp39-cp39-musllinux_1_2_aarch64.whl
SHA-256 checksum: 27bc746dac434c9fd1404cb4083a748dfa53e41f097d4dbada723cbb87bcb00b Verifying attestations

Release files / stopfree-0.2.4-cp39-cp39-manylinux_2_17_x86_64.manylinux2014_x86_64.whl

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Uploaded via	`twine/6.1.0 CPython/3.13.7`

Provenance

Identity

Publishing platform: GitHub Actions
Publishing repository: github.com/afg1/stopfree
Publishing commit: github.com/afg1/stopfree/tree/0d9a0cf2830398e1b0b105bd4b902c2710affdcf

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Artifact

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Release files / stopfree-0.2.4-cp39-cp39-manylinux_2_17_s390x.manylinux2014_s390x.whl

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Provenance

Identity

Publishing platform: GitHub Actions
Publishing repository: github.com/afg1/stopfree
Publishing commit: github.com/afg1/stopfree/tree/0d9a0cf2830398e1b0b105bd4b902c2710affdcf

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Artifact

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Release files / stopfree-0.2.4-cp39-cp39-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl

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Provenance

Identity

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Publishing repository: github.com/afg1/stopfree
Publishing commit: github.com/afg1/stopfree/tree/0d9a0cf2830398e1b0b105bd4b902c2710affdcf

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Artifact

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Release files / stopfree-0.2.4-cp39-cp39-manylinux_2_17_i686.manylinux2014_i686.whl

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Provenance

Identity

Publishing platform: GitHub Actions
Publishing repository: github.com/afg1/stopfree
Publishing commit: github.com/afg1/stopfree/tree/0d9a0cf2830398e1b0b105bd4b902c2710affdcf

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Artifact

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Release files / stopfree-0.2.4-cp39-cp39-manylinux_2_17_armv7l.manylinux2014_armv7l.whl

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Provenance

Identity

Publishing platform: GitHub Actions
Publishing repository: github.com/afg1/stopfree
Publishing commit: github.com/afg1/stopfree/tree/0d9a0cf2830398e1b0b105bd4b902c2710affdcf

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Artifact

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Release files / stopfree-0.2.4-cp39-cp39-manylinux_2_17_aarch64.manylinux2014_aarch64.whl

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Uploaded via	`twine/6.1.0 CPython/3.13.7`

Provenance

Identity

Publishing platform: GitHub Actions
Publishing repository: github.com/afg1/stopfree
Publishing commit: github.com/afg1/stopfree/tree/0d9a0cf2830398e1b0b105bd4b902c2710affdcf

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Artifact

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Release files / stopfree-0.2.4-cp38-cp38-musllinux_1_2_x86_64.whl

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Uploaded using Trusted Publishing? What is trusted publishing?	Yes
Uploaded via	`twine/6.1.0 CPython/3.13.7`

Provenance

Identity

Publishing platform: GitHub Actions
Publishing repository: github.com/afg1/stopfree
Publishing commit: github.com/afg1/stopfree/tree/0d9a0cf2830398e1b0b105bd4b902c2710affdcf

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Artifact

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Release files / stopfree-0.2.4-cp38-cp38-musllinux_1_2_i686.whl

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Uploaded via	`twine/6.1.0 CPython/3.13.7`

Provenance

Identity

Publishing platform: GitHub Actions
Publishing repository: github.com/afg1/stopfree
Publishing commit: github.com/afg1/stopfree/tree/0d9a0cf2830398e1b0b105bd4b902c2710affdcf

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Artifact

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Release files / stopfree-0.2.4-cp38-cp38-musllinux_1_2_armv7l.whl

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Uploaded via	`twine/6.1.0 CPython/3.13.7`

Provenance

Identity

Publishing platform: GitHub Actions
Publishing repository: github.com/afg1/stopfree
Publishing commit: github.com/afg1/stopfree/tree/0d9a0cf2830398e1b0b105bd4b902c2710affdcf

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Artifact

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Release files / stopfree-0.2.4-cp38-cp38-musllinux_1_2_aarch64.whl

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Upload date	Feb 21, 2026
Uploaded using Trusted Publishing? What is trusted publishing?	Yes
Uploaded via	`twine/6.1.0 CPython/3.13.7`

Provenance

Identity

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Publishing repository: github.com/afg1/stopfree
Publishing commit: github.com/afg1/stopfree/tree/0d9a0cf2830398e1b0b105bd4b902c2710affdcf

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Artifact

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Release files / stopfree-0.2.4-cp38-cp38-manylinux_2_17_x86_64.manylinux2014_x86_64.whl

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Upload date	Feb 21, 2026
Uploaded using Trusted Publishing? What is trusted publishing?	Yes
Uploaded via	`twine/6.1.0 CPython/3.13.7`

Provenance

Identity

Publishing platform: GitHub Actions
Publishing repository: github.com/afg1/stopfree
Publishing commit: github.com/afg1/stopfree/tree/0d9a0cf2830398e1b0b105bd4b902c2710affdcf

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Artifact

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Release files / stopfree-0.2.4-cp38-cp38-manylinux_2_17_s390x.manylinux2014_s390x.whl

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Upload date	Feb 21, 2026
Uploaded using Trusted Publishing? What is trusted publishing?	Yes
Uploaded via	`twine/6.1.0 CPython/3.13.7`

Provenance

Identity

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Publishing repository: github.com/afg1/stopfree
Publishing commit: github.com/afg1/stopfree/tree/0d9a0cf2830398e1b0b105bd4b902c2710affdcf

Workflow

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Artifact

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Release files / stopfree-0.2.4-cp38-cp38-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl

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Upload date	Feb 21, 2026
Uploaded using Trusted Publishing? What is trusted publishing?	Yes
Uploaded via	`twine/6.1.0 CPython/3.13.7`

Provenance

Identity

Publishing platform: GitHub Actions
Publishing repository: github.com/afg1/stopfree
Publishing commit: github.com/afg1/stopfree/tree/0d9a0cf2830398e1b0b105bd4b902c2710affdcf

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Artifact

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Release files / stopfree-0.2.4-cp38-cp38-manylinux_2_17_i686.manylinux2014_i686.whl

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Upload date	Feb 21, 2026
Uploaded using Trusted Publishing? What is trusted publishing?	Yes
Uploaded via	`twine/6.1.0 CPython/3.13.7`

Provenance

Identity

Publishing platform: GitHub Actions
Publishing repository: github.com/afg1/stopfree
Publishing commit: github.com/afg1/stopfree/tree/0d9a0cf2830398e1b0b105bd4b902c2710affdcf

Workflow

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Artifact

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SHA-256 checksum: 45a68b060388ce40acfec004585964d502b1ce748abecded49ef9b79522398ad Verifying attestations

Release files / stopfree-0.2.4-cp38-cp38-manylinux_2_17_armv7l.manylinux2014_armv7l.whl

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Size	345.6 kB
Tags	CPython 3.8 Linux glibc 2.17+ ARMv7l
SHA-256 checksum How to use checksums	`5f7a1b764a12d7f33fda700c43bcaae1f759361cfb960a8dda32608b25da0070`
BLAKE2b-256 checksum How to use checksums	`822df0d4cae879a5d62eac968671d8ceb58b8dd9a0b9746cbc80b9c613cca8ec`
Upload date	Feb 21, 2026
Uploaded using Trusted Publishing? What is trusted publishing?	Yes
Uploaded via	`twine/6.1.0 CPython/3.13.7`

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Publishing platform: GitHub Actions
Publishing repository: github.com/afg1/stopfree
Publishing commit: github.com/afg1/stopfree/tree/0d9a0cf2830398e1b0b105bd4b902c2710affdcf

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Subject: stopfree-0.2.4-cp38-cp38-manylinux_2_17_armv7l.manylinux2014_armv7l.whl
SHA-256 checksum: 5f7a1b764a12d7f33fda700c43bcaae1f759361cfb960a8dda32608b25da0070 Verifying attestations

Release files / stopfree-0.2.4-cp38-cp38-manylinux_2_17_aarch64.manylinux2014_aarch64.whl

Download URL	stopfree-0.2.4-cp38-cp38-manylinux_2_17_aarch64.manylinux2014_aarch64.whl
Size	342.1 kB
Tags	CPython 3.8 Linux glibc 2.17+ ARM64
SHA-256 checksum How to use checksums	`d9740574cf8504616f8be2c9bba6ca1e3eb7ae2fe7bbff7e2b678a84fcb861bd`
BLAKE2b-256 checksum How to use checksums	`cd6271e0069716c2c0b42fda87b69f2dc3fe7ea5c494fa8777770883cbc5017a`
Upload date	Feb 21, 2026
Uploaded using Trusted Publishing? What is trusted publishing?	Yes
Uploaded via	`twine/6.1.0 CPython/3.13.7`

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Publishing platform: GitHub Actions
Publishing repository: github.com/afg1/stopfree
Publishing commit: github.com/afg1/stopfree/tree/0d9a0cf2830398e1b0b105bd4b902c2710affdcf

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Publishing configuration: github.com/afg1/stopfree/blob/0d9a0cf2830398e1b0b105bd4b902c2710affdcf/.github/workflows/CI.yml
Publishing logs: github.com/afg1/stopfree/actions/runs/22254963932/attempts/1

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Subject: stopfree-0.2.4-cp38-cp38-manylinux_2_17_aarch64.manylinux2014_aarch64.whl
SHA-256 checksum: d9740574cf8504616f8be2c9bba6ca1e3eb7ae2fe7bbff7e2b678a84fcb861bd Verifying attestations

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This release

0.2.4 This release

Feb 21, 2026 107 release files Full provenance

0.2.2

Feb 16, 2026 107 release files Full provenance

0.2.1

Feb 16, 2026 107 release files Full provenance

0.1.0

Feb 13, 2026 107 release files Full provenance

stopfree 0.2.4

stopfree

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