Thin wrapper for HPF
Thin Python wrapper for the non-parametric Hochbaum Pseudoflow (HPF) min-cut/max-flow algorithm. The original source code by Bala Chandran and Dorit S. Hochbaum is availbable here. The C++ code used in this wrapper has been refractored by Patrick M. Jensen and published here.
Installation
pip install thinhpf
Tiny example
import thinhpf
hpf = thinhpf.hpf()
# Add s and t.
next_node_id = hpf.add_node(2)
def offset(n):
return 2 + n
s = 0
t = 1
hpf.set_source(0)
hpf.set_sink(1)
# Number of nodes to add.
nodes_to_add = 2
# Add two nodes.
next_node_id = hpf.add_node(nodes_to_add)
# Add edges.
hpf.add_edge(s, offset(0), 5) # s --5-> n(0)
hpf.add_edge(offset(0), t, 1) # n(0) --1-> t
hpf.add_edge(offset(1), t, 3) # n(1) --3-> t
hpf.add_edge(offset(0), offset(1), 2) # n(0) --2-> n(1)
hpf.add_edge(offset(1), offset(0), 1) # n(1) --1-> n(0)
# Find maxflow/cut hpf.
hpf.mincut()
flow = hpf.compute_maxflow()
for n in range(nodes_to_add):
segment = hpf.what_label(n)
print('Node %d has label %d.' % (n, segment))
# Node 0 has label 0.
# Node 1 has label 1.
print('Flow: %s' % flow)
# Maximum flow: 3
Related repositories
- Hochbaum Group on GitHub
- Original source website
- slgbuilder Python package (CVPR 2020)
- shrdr Python package (ICCV 2021)
- thinqpbo Python package
- thinmaxflow Python package
- C++ implementations of max-flow/min-cut algorithms
License
The original C code by Bala Chandran and Dorit S. Hochbaum and thereby the content of hpf.h (previously pseudo.c) is published under an academic license (see LICENSE file). More information on the original website.
1 maintainer
Metadata
1 maintainer
Release files for thinhpf 0.1.2
For a detailed explanation of source distributions (sdists) and built distributions (wheels), please see the package formats documentation.
Source distribution (sdist)
| File | Size | Uploaded | |
|---|---|---|---|
| thinhpf-0.1.2.tar.gz | 194.2 kB | Details |
Built distributions (wheels)
Total release size: 55.8 MB
Release files / thinhpf-0.1.2.tar.gz
| Download URL | thinhpf-0.1.2.tar.gz |
|---|---|
| Size | 194.2 kB |
| Tags | Source |
|
SHA-256 checksum How to use checksums |
6033d232b575b150783bfb5efc01a329927cad68d110c1a6128d0dee15c69474
|
|
BLAKE2b-256 checksum How to use checksums |
85942f8603b6dba5a8a422b4b4528d6b97ee532cf3f1efd7f2f0820494fcd7e3
|
| Upload date | |
|
Uploaded using Trusted Publishing? What is trusted publishing? |
Yes |
| Uploaded via |
twine/6.1.0 CPython/3.12.9
|
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 Apr 5, 2025.
Transparency logRelease files / thinhpf-0.1.2-cp313-cp313-win_amd64.whl
| Download URL | thinhpf-0.1.2-cp313-cp313-win_amd64.whl |
|---|---|
| Size | 113.8 kB |
| Tags | CPython 3.13 Windows x86-64 |
|
SHA-256 checksum How to use checksums |
7acecce3dd44dda073d42c947cb247da9560eadd34024c8aed9ee10cb9e20179
|
|
BLAKE2b-256 checksum How to use checksums |
5215bec329cf64253ff552b2bac1c021682c25401d513663819aa111e214e133
|
| Upload date | |
|
Uploaded using Trusted Publishing? What is trusted publishing? |
Yes |
| Uploaded via |
twine/6.1.0 CPython/3.12.9
|
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 Apr 5, 2025.
Transparency logRelease files / thinhpf-0.1.2-cp313-cp313-win32.whl
| Download URL | thinhpf-0.1.2-cp313-cp313-win32.whl |
|---|---|
| Size | 93.8 kB |
| Tags | CPython 3.13 Windows x86-32 |
|
SHA-256 checksum How to use checksums |
4f774f848d4f29c966c2591306016d9775a35274c815ab4c011501ac371cb29f
|
|
BLAKE2b-256 checksum How to use checksums |
fd5804a745f9e3624461afa81021c7664f96993796b7f30f4cadbfc3059545ac
|
| Upload date | |
|
Uploaded using Trusted Publishing? What is trusted publishing? |
Yes |
| Uploaded via |
twine/6.1.0 CPython/3.12.9
|
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 Apr 5, 2025.
Transparency logRelease files / thinhpf-0.1.2-cp313-cp313-musllinux_1_2_x86_64.whl
| Download URL | thinhpf-0.1.2-cp313-cp313-musllinux_1_2_x86_64.whl |
|---|---|
| Size | 2.2 MB |
| Tags | CPython 3.13 Linux musl 1.2+ x86-64 |
|
SHA-256 checksum How to use checksums |
c51de1887238f2ab5afd1c656376f7ed9b8ff2ab5217d5337c429694feb84d0d
|
|
BLAKE2b-256 checksum How to use checksums |
d1008b751aad7e1ced39b94523623e37260371750858b2e7e2f8eea86c80caa2
|
| Upload date | |
|
Uploaded using Trusted Publishing? What is trusted publishing? |
Yes |
| Uploaded via |
twine/6.1.0 CPython/3.12.9
|
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 Apr 5, 2025.
Transparency logRelease files / thinhpf-0.1.2-cp313-cp313-musllinux_1_2_i686.whl
| Download URL | thinhpf-0.1.2-cp313-cp313-musllinux_1_2_i686.whl |
|---|---|
| Size | 2.3 MB |
| Tags | CPython 3.13 Linux musl 1.2+ x86-32 |
|
SHA-256 checksum How to use checksums |
e935ce4563dffce44e3e311a281b95ea70e33b507fae99604001f44536958b9f
|
|
BLAKE2b-256 checksum How to use checksums |
9de3b249292e24cab4a29caa09143d7ee1dfdace798717580ec4472015017647
|
| Upload date | |
|
Uploaded using Trusted Publishing? What is trusted publishing? |
Yes |
| Uploaded via |
twine/6.1.0 CPython/3.12.9
|
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 Apr 5, 2025.
Transparency logRelease files / thinhpf-0.1.2-cp313-cp313-manylinux_2_17_x86_64.manylinux2014_x86_64.whl
| Download URL | thinhpf-0.1.2-cp313-cp313-manylinux_2_17_x86_64.manylinux2014_x86_64.whl |
|---|---|
| Size | 1.2 MB |
| Tags | CPython 3.13 Linux glibc 2.17+ x86-64 |
|
SHA-256 checksum How to use checksums |
db4aec4108fdad100a1e247809aec2a7a55884471bc1d234668339b1cfff5456
|
|
BLAKE2b-256 checksum How to use checksums |
5f0256e0adcbe3852b6529e1c57915251f7c1f3a023020d24f613a6e962c1a79
|
| Upload date | |
|
Uploaded using Trusted Publishing? What is trusted publishing? |
Yes |
| Uploaded via |
twine/6.1.0 CPython/3.12.9
|
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 Apr 5, 2025.
Transparency logRelease files / thinhpf-0.1.2-cp313-cp313-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl
| Download URL | thinhpf-0.1.2-cp313-cp313-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl |
|---|---|
| Size | 1.1 MB |
| Tags | CPython 3.13 Linux glibc 2.17+ x86-32 Linux glibc 2.5+ x86-32 |
|
SHA-256 checksum How to use checksums |
3060d0915cf291535d58597f9609d744ce6e57d5aaa513a8a73e9fd5c630dd99
|
|
BLAKE2b-256 checksum How to use checksums |
920f4ac1d2bf9cf717e839aced2b49bff9c4ca8b9a3770671854c526c100aadb
|
| Upload date | |
|
Uploaded using Trusted Publishing? What is trusted publishing? |
Yes |
| Uploaded via |
twine/6.1.0 CPython/3.12.9
|
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 Apr 5, 2025.
Transparency logRelease files / thinhpf-0.1.2-cp313-cp313-macosx_11_0_arm64.whl
| Download URL | thinhpf-0.1.2-cp313-cp313-macosx_11_0_arm64.whl |
|---|---|
| Size | 125.1 kB |
| Tags | CPython 3.13 macOS 11.0+ ARM64 |
|
SHA-256 checksum How to use checksums |
66acb4d0ce18e0b196acfcd1f3275d6e79b6e6c5f50fc5ffc72990c6df896ef5
|
|
BLAKE2b-256 checksum How to use checksums |
511680a00102f0cf22d91638689e1a2ba6a6d20665c3a4470948719ef41a2303
|
| Upload date | |
|
Uploaded using Trusted Publishing? What is trusted publishing? |
Yes |
| Uploaded via |
twine/6.1.0 CPython/3.12.9
|
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 Apr 5, 2025.
Transparency logRelease files / thinhpf-0.1.2-cp312-cp312-win_amd64.whl
| Download URL | thinhpf-0.1.2-cp312-cp312-win_amd64.whl |
|---|---|
| Size | 114.2 kB |
| Tags | CPython 3.12 Windows x86-64 |
|
SHA-256 checksum How to use checksums |
ef23137e9a7cf05850d9529d0435ccd47ea1962deadffea3047ef09bea81a488
|
|
BLAKE2b-256 checksum How to use checksums |
9e48d84ac01856dfc586ca37ea747ee84d0dd2870e80dcc051e2375e2d1bdc70
|
| Upload date | |
|
Uploaded using Trusted Publishing? What is trusted publishing? |
Yes |
| Uploaded via |
twine/6.1.0 CPython/3.12.9
|
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 Apr 5, 2025.
Transparency logRelease files / thinhpf-0.1.2-cp312-cp312-win32.whl
| Download URL | thinhpf-0.1.2-cp312-cp312-win32.whl |
|---|---|
| Size | 93.9 kB |
| Tags | CPython 3.12 Windows x86-32 |
|
SHA-256 checksum How to use checksums |
5de881752c528250e4038fc3b8e7c094b7e3317c1c770aa4ec54bfb7aef1540c
|
|
BLAKE2b-256 checksum How to use checksums |
14e40e0415d7a5f9b3174d6a768ad85596710ef890ca3a6dc657abd083d7d18e
|
| Upload date | |
|
Uploaded using Trusted Publishing? What is trusted publishing? |
Yes |
| Uploaded via |
twine/6.1.0 CPython/3.12.9
|
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 Apr 5, 2025.
Transparency logRelease files / thinhpf-0.1.2-cp312-cp312-musllinux_1_2_x86_64.whl
| Download URL | thinhpf-0.1.2-cp312-cp312-musllinux_1_2_x86_64.whl |
|---|---|
| Size | 2.2 MB |
| Tags | CPython 3.12 Linux musl 1.2+ x86-64 |
|
SHA-256 checksum How to use checksums |
13baf59f9ddec9d1a64066f0d531030ed1bd0539cc748a420e74e3758d60e682
|
|
BLAKE2b-256 checksum How to use checksums |
502a5503cd343fdf7ffaeba9ce69e4f8c4b4c8785737a7210178abf556b6b7be
|
| Upload date | |
|
Uploaded using Trusted Publishing? What is trusted publishing? |
Yes |
| Uploaded via |
twine/6.1.0 CPython/3.12.9
|
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 Apr 5, 2025.
Transparency logRelease files / thinhpf-0.1.2-cp312-cp312-musllinux_1_2_i686.whl
| Download URL | thinhpf-0.1.2-cp312-cp312-musllinux_1_2_i686.whl |
|---|---|
| Size | 2.3 MB |
| Tags | CPython 3.12 Linux musl 1.2+ x86-32 |
|
SHA-256 checksum How to use checksums |
c15925dbb64d350aa3a671ae260b88d1168b96e757e79bbc338932fee02244ef
|
|
BLAKE2b-256 checksum How to use checksums |
85e1a8203f8cc43cf54e342704d61177bb46c903204dfb68e4a4fd84a6fabff5
|
| Upload date | |
|
Uploaded using Trusted Publishing? What is trusted publishing? |
Yes |
| Uploaded via |
twine/6.1.0 CPython/3.12.9
|
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 Apr 5, 2025.
Transparency logRelease files / thinhpf-0.1.2-cp312-cp312-manylinux_2_17_x86_64.manylinux2014_x86_64.whl
| Download URL | thinhpf-0.1.2-cp312-cp312-manylinux_2_17_x86_64.manylinux2014_x86_64.whl |
|---|---|
| Size | 1.2 MB |
| Tags | CPython 3.12 Linux glibc 2.17+ x86-64 |
|
SHA-256 checksum How to use checksums |
f21d9107de41d64d0e06f050b88f7e51464aacca5212adbf0c412fb2106b62de
|
|
BLAKE2b-256 checksum How to use checksums |
cd9aca420ad063320549d36a8c257d61d9c7c99777ace469dfe427ed81b48990
|
| Upload date | |
|
Uploaded using Trusted Publishing? What is trusted publishing? |
Yes |
| Uploaded via |
twine/6.1.0 CPython/3.12.9
|
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 Apr 5, 2025.
Transparency logRelease files / thinhpf-0.1.2-cp312-cp312-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl
| Download URL | thinhpf-0.1.2-cp312-cp312-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl |
|---|---|
| Size | 1.1 MB |
| Tags | CPython 3.12 Linux glibc 2.17+ x86-32 Linux glibc 2.5+ x86-32 |
|
SHA-256 checksum How to use checksums |
0b76faf59c27af25ea88e34555714336cd8650a2da68d2515aa57d488c90c6f7
|
|
BLAKE2b-256 checksum How to use checksums |
c266ad5f9edf6426098cf59bb50af3940909a0dbfed746d1f0eb502b66630686
|
| Upload date | |
|
Uploaded using Trusted Publishing? What is trusted publishing? |
Yes |
| Uploaded via |
twine/6.1.0 CPython/3.12.9
|
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 Apr 5, 2025.
Transparency logRelease files / thinhpf-0.1.2-cp312-cp312-macosx_11_0_arm64.whl
| Download URL | thinhpf-0.1.2-cp312-cp312-macosx_11_0_arm64.whl |
|---|---|
| Size | 126.0 kB |
| Tags | CPython 3.12 macOS 11.0+ ARM64 |
|
SHA-256 checksum How to use checksums |
2888f898d5f6988911355f7a1d5d3eb9fcd36a6fb98ace69a923919f317e821f
|
|
BLAKE2b-256 checksum How to use checksums |
beb4a6ffcf0ccff5dc9adfa23c64b5f349ef9a392663f601924677e1363a54a6
|
| Upload date | |
|
Uploaded using Trusted Publishing? What is trusted publishing? |
Yes |
| Uploaded via |
twine/6.1.0 CPython/3.12.9
|
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 Apr 5, 2025.
Transparency logRelease files / thinhpf-0.1.2-cp311-cp311-win_amd64.whl
| Download URL | thinhpf-0.1.2-cp311-cp311-win_amd64.whl |
|---|---|
| Size | 113.1 kB |
| Tags | CPython 3.11 Windows x86-64 |
|
SHA-256 checksum How to use checksums |
b35bdd3b85dec892090297982126cd1545924036125c51e64aa1f5e5e7af1880
|
|
BLAKE2b-256 checksum How to use checksums |
31c5c069e1973b28abddf39b2693a66586e87b050578c8d41ecb5225cbb7a46a
|
| Upload date | |
|
Uploaded using Trusted Publishing? What is trusted publishing? |
Yes |
| Uploaded via |
twine/6.1.0 CPython/3.12.9
|
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 Apr 5, 2025.
Transparency logRelease files / thinhpf-0.1.2-cp311-cp311-win32.whl
| Download URL | thinhpf-0.1.2-cp311-cp311-win32.whl |
|---|---|
| Size | 94.4 kB |
| Tags | CPython 3.11 Windows x86-32 |
|
SHA-256 checksum How to use checksums |
00932197a23418532fd1843355fd2c40a4ea2e1dd49b5b56d59655ef6b63c31e
|
|
BLAKE2b-256 checksum How to use checksums |
23d71d61d0144f1f2517b3351ea717efda23801147fc041967b0888fb6bbd354
|
| Upload date | |
|
Uploaded using Trusted Publishing? What is trusted publishing? |
Yes |
| Uploaded via |
twine/6.1.0 CPython/3.12.9
|
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 Apr 5, 2025.
Transparency logRelease files / thinhpf-0.1.2-cp311-cp311-musllinux_1_2_x86_64.whl
| Download URL | thinhpf-0.1.2-cp311-cp311-musllinux_1_2_x86_64.whl |
|---|---|
| Size | 2.2 MB |
| Tags | CPython 3.11 Linux musl 1.2+ x86-64 |
|
SHA-256 checksum How to use checksums |
7a4b75d76126f8924c52c912a3a3c1e0f56f92d0deebcfca12d3afc96d39a6e7
|
|
BLAKE2b-256 checksum How to use checksums |
b0eac3a0f29b2401924e5a1aaf4f80c74de0a9427210a53cca28e793f6513887
|
| Upload date | |
|
Uploaded using Trusted Publishing? What is trusted publishing? |
Yes |
| Uploaded via |
twine/6.1.0 CPython/3.12.9
|
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 Apr 5, 2025.
Transparency logRelease files / thinhpf-0.1.2-cp311-cp311-musllinux_1_2_i686.whl
| Download URL | thinhpf-0.1.2-cp311-cp311-musllinux_1_2_i686.whl |
|---|---|
| Size | 2.3 MB |
| Tags | CPython 3.11 Linux musl 1.2+ x86-32 |
|
SHA-256 checksum How to use checksums |
f3951a928948f36b7fc2713172b2cce144d73b54fd031fb3be473f583ab55246
|
|
BLAKE2b-256 checksum How to use checksums |
1dbc472b1f0e334382408d70918990cfd26f3ba19fb7afca2222bcba20ea13ed
|
| Upload date | |
|
Uploaded using Trusted Publishing? What is trusted publishing? |
Yes |
| Uploaded via |
twine/6.1.0 CPython/3.12.9
|
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 Apr 5, 2025.
Transparency logRelease files / thinhpf-0.1.2-cp311-cp311-manylinux_2_17_x86_64.manylinux2014_x86_64.whl
| Download URL | thinhpf-0.1.2-cp311-cp311-manylinux_2_17_x86_64.manylinux2014_x86_64.whl |
|---|---|
| Size | 1.2 MB |
| Tags | CPython 3.11 Linux glibc 2.17+ x86-64 |
|
SHA-256 checksum How to use checksums |
b7b52470f539f69809874f5e5897c83e5c8a5d14a048e2c526feeeb0698e1665
|
|
BLAKE2b-256 checksum How to use checksums |
a29d506a1d3860f79f539e909c69c3fb1fb1b33e7421c37739898c233b819c22
|
| Upload date | |
|
Uploaded using Trusted Publishing? What is trusted publishing? |
Yes |
| Uploaded via |
twine/6.1.0 CPython/3.12.9
|
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 Apr 5, 2025.
Transparency logRelease files / thinhpf-0.1.2-cp311-cp311-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl
| Download URL | thinhpf-0.1.2-cp311-cp311-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl |
|---|---|
| Size | 1.1 MB |
| Tags | CPython 3.11 Linux glibc 2.17+ x86-32 Linux glibc 2.5+ x86-32 |
|
SHA-256 checksum How to use checksums |
86f9cd0cbc35682db73a16fd3112f6af302fa80d059da595cd16af2b068ecdec
|
|
BLAKE2b-256 checksum How to use checksums |
53b623e8e9c5953fc46b60d8dbb2a7c3fc1c5a9d5645db8a422e344c756285f0
|
| Upload date | |
|
Uploaded using Trusted Publishing? What is trusted publishing? |
Yes |
| Uploaded via |
twine/6.1.0 CPython/3.12.9
|
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 Apr 5, 2025.
Transparency logRelease files / thinhpf-0.1.2-cp311-cp311-macosx_11_0_arm64.whl
| Download URL | thinhpf-0.1.2-cp311-cp311-macosx_11_0_arm64.whl |
|---|---|
| Size | 124.7 kB |
| Tags | CPython 3.11 macOS 11.0+ ARM64 |
|
SHA-256 checksum How to use checksums |
70909ca97024ae12c2b22b0b25aa7e8356296d06bb0f592e6cb2f61839cc26ab
|
|
BLAKE2b-256 checksum How to use checksums |
1aa378efd83841c21c0981b563a0e0c73a5a39fb492bc11ad0c7d7b3cd8d90e5
|
| Upload date | |
|
Uploaded using Trusted Publishing? What is trusted publishing? |
Yes |
| Uploaded via |
twine/6.1.0 CPython/3.12.9
|
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 Apr 5, 2025.
Transparency logRelease files / thinhpf-0.1.2-cp310-cp310-win_amd64.whl
| Download URL | thinhpf-0.1.2-cp310-cp310-win_amd64.whl |
|---|---|
| Size | 113.1 kB |
| Tags | CPython 3.10 Windows x86-64 |
|
SHA-256 checksum How to use checksums |
a2a6e2642bcbb5bc94a94b5503c6a501fa957e8cefb38777a3f4fa1106f8a679
|
|
BLAKE2b-256 checksum How to use checksums |
db5569064c32ddb29852806106cbaef0c830d7ea71e9f8b58c7ae7eef1687b15
|
| Upload date | |
|
Uploaded using Trusted Publishing? What is trusted publishing? |
Yes |
| Uploaded via |
twine/6.1.0 CPython/3.12.9
|
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 Apr 5, 2025.
Transparency logRelease files / thinhpf-0.1.2-cp310-cp310-win32.whl
| Download URL | thinhpf-0.1.2-cp310-cp310-win32.whl |
|---|---|
| Size | 94.4 kB |
| Tags | CPython 3.10 Windows x86-32 |
|
SHA-256 checksum How to use checksums |
362d6a851283459622df740c66de6aa276d0bde725c306accd8744d73642022a
|
|
BLAKE2b-256 checksum How to use checksums |
346c9388ddee753c7cac7f6834f2916d36378645eccdd1db8863fd714b521b5c
|
| Upload date | |
|
Uploaded using Trusted Publishing? What is trusted publishing? |
Yes |
| Uploaded via |
twine/6.1.0 CPython/3.12.9
|
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 Apr 5, 2025.
Transparency logRelease files / thinhpf-0.1.2-cp310-cp310-musllinux_1_2_x86_64.whl
| Download URL | thinhpf-0.1.2-cp310-cp310-musllinux_1_2_x86_64.whl |
|---|---|
| Size | 2.2 MB |
| Tags | CPython 3.10 Linux musl 1.2+ x86-64 |
|
SHA-256 checksum How to use checksums |
af0946126c7d52519432d922adef692556a5b0103f245f4bdfaa12ad04425d94
|
|
BLAKE2b-256 checksum How to use checksums |
dad90067ca826c5860186df3011a6d438e6586a4126362312a3de3b85dba6366
|
| Upload date | |
|
Uploaded using Trusted Publishing? What is trusted publishing? |
Yes |
| Uploaded via |
twine/6.1.0 CPython/3.12.9
|
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 Apr 5, 2025.
Transparency logRelease files / thinhpf-0.1.2-cp310-cp310-musllinux_1_2_i686.whl
| Download URL | thinhpf-0.1.2-cp310-cp310-musllinux_1_2_i686.whl |
|---|---|
| Size | 2.2 MB |
| Tags | CPython 3.10 Linux musl 1.2+ x86-32 |
|
SHA-256 checksum How to use checksums |
fcd2c688b01eefc205e289ad521dcb0149f8bc5f84ac865cdde85a44c77f70fd
|
|
BLAKE2b-256 checksum How to use checksums |
e66da8865f391087b3f3b2fc448d265a2f9cb82e712b6843762e368f6b66622a
|
| Upload date | |
|
Uploaded using Trusted Publishing? What is trusted publishing? |
Yes |
| Uploaded via |
twine/6.1.0 CPython/3.12.9
|
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 Apr 5, 2025.
Transparency logRelease files / thinhpf-0.1.2-cp310-cp310-manylinux_2_17_x86_64.manylinux2014_x86_64.whl
| Download URL | thinhpf-0.1.2-cp310-cp310-manylinux_2_17_x86_64.manylinux2014_x86_64.whl |
|---|---|
| Size | 1.1 MB |
| Tags | CPython 3.10 Linux glibc 2.17+ x86-64 |
|
SHA-256 checksum How to use checksums |
ad4b985150cd66098cc7251c4884c5ce8fd98a04e288998732fde4db8e64f540
|
|
BLAKE2b-256 checksum How to use checksums |
a766cdb08fcc31ae6b64de9e6ad33e867a4bbc2be87e395a2ec2ce75287e432a
|
| Upload date | |
|
Uploaded using Trusted Publishing? What is trusted publishing? |
Yes |
| Uploaded via |
twine/6.1.0 CPython/3.12.9
|
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 Apr 5, 2025.
Transparency logRelease files / thinhpf-0.1.2-cp310-cp310-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl
| Download URL | thinhpf-0.1.2-cp310-cp310-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl |
|---|---|
| Size | 1.1 MB |
| Tags | CPython 3.10 Linux glibc 2.17+ x86-32 Linux glibc 2.5+ x86-32 |
|
SHA-256 checksum How to use checksums |
b7d07d0b23f9a53370804b5813ee506245e301267f6421e7ea399af838c2fc99
|
|
BLAKE2b-256 checksum How to use checksums |
d2a4e70d8b18d97c29eeb0b90a2a3d7010284ce4424ebd9415ae60a666dfd531
|
| Upload date | |
|
Uploaded using Trusted Publishing? What is trusted publishing? |
Yes |
| Uploaded via |
twine/6.1.0 CPython/3.12.9
|
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 Apr 5, 2025.
Transparency logRelease files / thinhpf-0.1.2-cp310-cp310-macosx_11_0_arm64.whl
| Download URL | thinhpf-0.1.2-cp310-cp310-macosx_11_0_arm64.whl |
|---|---|
| Size | 123.1 kB |
| Tags | CPython 3.10 macOS 11.0+ ARM64 |
|
SHA-256 checksum How to use checksums |
916cea6e0106cad5535a541d3cc63e6441fbdf62e771f16358af6e5c1915519d
|
|
BLAKE2b-256 checksum How to use checksums |
2bc8bf37d1c60baf08826f9a7f834f1f0073a58f5d4bcbaee26a815d7a27c37e
|
| Upload date | |
|
Uploaded using Trusted Publishing? What is trusted publishing? |
Yes |
| Uploaded via |
twine/6.1.0 CPython/3.12.9
|
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 Apr 5, 2025.
Transparency logRelease files / thinhpf-0.1.2-cp39-cp39-win_amd64.whl
| Download URL | thinhpf-0.1.2-cp39-cp39-win_amd64.whl |
|---|---|
| Size | 113.7 kB |
| Tags | CPython 3.9 Windows x86-64 |
|
SHA-256 checksum How to use checksums |
533a0c72b7d61c38707d7ef22c98e2f2ae51988b0b615c02f4d51684a323ebda
|
|
BLAKE2b-256 checksum How to use checksums |
6f75b8eeeda60fb1bbf45aca5bebff1ef7073953b83fd92e110fbc595284892d
|
| Upload date | |
|
Uploaded using Trusted Publishing? What is trusted publishing? |
Yes |
| Uploaded via |
twine/6.1.0 CPython/3.12.9
|
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 Apr 5, 2025.
Transparency logRelease files / thinhpf-0.1.2-cp39-cp39-win32.whl
| Download URL | thinhpf-0.1.2-cp39-cp39-win32.whl |
|---|---|
| Size | 95.0 kB |
| Tags | CPython 3.9 Windows x86-32 |
|
SHA-256 checksum How to use checksums |
f287ee4a3cefde32ccc033322e0d084ac051a326a087582d44c91433343d52a9
|
|
BLAKE2b-256 checksum How to use checksums |
9b733ee1785337e34735e6f72e1a262a892d002f16476f330009db51ccd9160c
|
| Upload date | |
|
Uploaded using Trusted Publishing? What is trusted publishing? |
Yes |
| Uploaded via |
twine/6.1.0 CPython/3.12.9
|
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 Apr 5, 2025.
Transparency logRelease files / thinhpf-0.1.2-cp39-cp39-musllinux_1_2_x86_64.whl
| Download URL | thinhpf-0.1.2-cp39-cp39-musllinux_1_2_x86_64.whl |
|---|---|
| Size | 2.2 MB |
| Tags | CPython 3.9 Linux musl 1.2+ x86-64 |
|
SHA-256 checksum How to use checksums |
0ae4f19ff704b9826ccb12b46145e1f11ab0690166d6cd9e016a2958d34b45d1
|
|
BLAKE2b-256 checksum How to use checksums |
3b78b53bfd0072927bf14b49ef30b18a74f9186f7e3e8468594c9863187b7c24
|
| Upload date | |
|
Uploaded using Trusted Publishing? What is trusted publishing? |
Yes |
| Uploaded via |
twine/6.1.0 CPython/3.12.9
|
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 Apr 5, 2025.
Transparency logRelease files / thinhpf-0.1.2-cp39-cp39-musllinux_1_2_i686.whl
| Download URL | thinhpf-0.1.2-cp39-cp39-musllinux_1_2_i686.whl |
|---|---|
| Size | 2.2 MB |
| Tags | CPython 3.9 Linux musl 1.2+ x86-32 |
|
SHA-256 checksum How to use checksums |
5b3a284675a8e4e65e5ed5d46509704d75d5ba11abe9bb9819cf70b98dddf0f3
|
|
BLAKE2b-256 checksum How to use checksums |
7cc080892e273eccf4381973d374ad033d23e937b4220cd902229d65b9895c3f
|
| Upload date | |
|
Uploaded using Trusted Publishing? What is trusted publishing? |
Yes |
| Uploaded via |
twine/6.1.0 CPython/3.12.9
|
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 Apr 5, 2025.
Transparency logRelease files / thinhpf-0.1.2-cp39-cp39-manylinux_2_17_x86_64.manylinux2014_x86_64.whl
| Download URL | thinhpf-0.1.2-cp39-cp39-manylinux_2_17_x86_64.manylinux2014_x86_64.whl |
|---|---|
| Size | 1.1 MB |
| Tags | CPython 3.9 Linux glibc 2.17+ x86-64 |
|
SHA-256 checksum How to use checksums |
993f528e7e555a940919fc6f77b44bc559b3f288a952168e9dbc9ab8f7547d77
|
|
BLAKE2b-256 checksum How to use checksums |
5ee83afb5f9bdab77fd937d193e714e6aad7cd6b795774a85c09bdc1c12af741
|
| Upload date | |
|
Uploaded using Trusted Publishing? What is trusted publishing? |
Yes |
| Uploaded via |
twine/6.1.0 CPython/3.12.9
|
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 Apr 5, 2025.
Transparency logRelease files / thinhpf-0.1.2-cp39-cp39-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl
| Download URL | thinhpf-0.1.2-cp39-cp39-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl |
|---|---|
| Size | 1.1 MB |
| Tags | CPython 3.9 Linux glibc 2.17+ x86-32 Linux glibc 2.5+ x86-32 |
|
SHA-256 checksum How to use checksums |
2f39ff4944902f06b1a284f18e3101efde53a3cba760020e930d1609059fed77
|
|
BLAKE2b-256 checksum How to use checksums |
29ca8a6a58290b3a01d07e5c55b3654b10d0c00a3b7504dd7750496b770783c7
|
| Upload date | |
|
Uploaded using Trusted Publishing? What is trusted publishing? |
Yes |
| Uploaded via |
twine/6.1.0 CPython/3.12.9
|
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 Apr 5, 2025.
Transparency logRelease files / thinhpf-0.1.2-cp39-cp39-macosx_11_0_arm64.whl
| Download URL | thinhpf-0.1.2-cp39-cp39-macosx_11_0_arm64.whl |
|---|---|
| Size | 123.7 kB |
| Tags | CPython 3.9 macOS 11.0+ ARM64 |
|
SHA-256 checksum How to use checksums |
f50be062d8ba66be00202259046d922056bbe0df3c207bc9b7850c2594f8af82
|
|
BLAKE2b-256 checksum How to use checksums |
a497f14d4097a289cf5508820514387d522927a3bdb7e9aabcbbfe351939e7ab
|
| Upload date | |
|
Uploaded using Trusted Publishing? What is trusted publishing? |
Yes |
| Uploaded via |
twine/6.1.0 CPython/3.12.9
|
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 Apr 5, 2025.
Transparency logRelease files / thinhpf-0.1.2-cp38-cp38-win_amd64.whl
| Download URL | thinhpf-0.1.2-cp38-cp38-win_amd64.whl |
|---|---|
| Size | 114.5 kB |
| Tags | CPython 3.8 Windows x86-64 |
|
SHA-256 checksum How to use checksums |
56cffb322ebee15b45dc439e4e6b64bacb9af8596e3dc6a130a14629aebaa84a
|
|
BLAKE2b-256 checksum How to use checksums |
2b373cd203f5a77abd2d49fb8dc8c1fe820b29d419d22dc7f49e8fe26384b1c4
|
| Upload date | |
|
Uploaded using Trusted Publishing? What is trusted publishing? |
Yes |
| Uploaded via |
twine/6.1.0 CPython/3.12.9
|
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 Apr 5, 2025.
Transparency logRelease files / thinhpf-0.1.2-cp38-cp38-win32.whl
| Download URL | thinhpf-0.1.2-cp38-cp38-win32.whl |
|---|---|
| Size | 95.4 kB |
| Tags | CPython 3.8 Windows x86-32 |
|
SHA-256 checksum How to use checksums |
9c5af2b0a54d8fa4ff6ad32c6b8eaafa8e890ac0546ed26ff9e37a7bed9f9594
|
|
BLAKE2b-256 checksum How to use checksums |
d1557bef474517e5194eed773946e0358115c824a4433c9f905a2390f8a4a15a
|
| Upload date | |
|
Uploaded using Trusted Publishing? What is trusted publishing? |
Yes |
| Uploaded via |
twine/6.1.0 CPython/3.12.9
|
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 Apr 5, 2025.
Transparency logRelease files / thinhpf-0.1.2-cp38-cp38-musllinux_1_2_x86_64.whl
| Download URL | thinhpf-0.1.2-cp38-cp38-musllinux_1_2_x86_64.whl |
|---|---|
| Size | 2.2 MB |
| Tags | CPython 3.8 Linux musl 1.2+ x86-64 |
|
SHA-256 checksum How to use checksums |
581dc3d557494f7e75e9d9ab95db80ccb71d51f33d588f95d9e26bc362b17038
|
|
BLAKE2b-256 checksum How to use checksums |
7680a540f885c3c966a76f4ae09679f6e2c89252d992cd29834be0b6c269c8ee
|
| Upload date | |
|
Uploaded using Trusted Publishing? What is trusted publishing? |
Yes |
| Uploaded via |
twine/6.1.0 CPython/3.12.9
|
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 Apr 5, 2025.
Transparency logRelease files / thinhpf-0.1.2-cp38-cp38-musllinux_1_2_i686.whl
| Download URL | thinhpf-0.1.2-cp38-cp38-musllinux_1_2_i686.whl |
|---|---|
| Size | 2.2 MB |
| Tags | CPython 3.8 Linux musl 1.2+ x86-32 |
|
SHA-256 checksum How to use checksums |
3f62486d80e28d1eb835314c669cca85c70e45ec02f077a46ed1d22e091ce73c
|
|
BLAKE2b-256 checksum How to use checksums |
a7293fe22bded2e768efe9f3eada2fcae2a52bba7f0742aca20df0ea07561ab9
|
| Upload date | |
|
Uploaded using Trusted Publishing? What is trusted publishing? |
Yes |
| Uploaded via |
twine/6.1.0 CPython/3.12.9
|
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 Apr 5, 2025.
Transparency logRelease files / thinhpf-0.1.2-cp38-cp38-manylinux_2_17_x86_64.manylinux2014_x86_64.whl
| Download URL | thinhpf-0.1.2-cp38-cp38-manylinux_2_17_x86_64.manylinux2014_x86_64.whl |
|---|---|
| Size | 1.1 MB |
| Tags | CPython 3.8 Linux glibc 2.17+ x86-64 |
|
SHA-256 checksum How to use checksums |
ad5ca33747e9b97ea74189b28016298b853c079659e0330ff35df3646c609843
|
|
BLAKE2b-256 checksum How to use checksums |
aa77d48ba452fa10b0661ef96cf5c9b061d03cc54ecad50f4162477e66054399
|
| Upload date | |
|
Uploaded using Trusted Publishing? What is trusted publishing? |
Yes |
| Uploaded via |
twine/6.1.0 CPython/3.12.9
|
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 Apr 5, 2025.
Transparency logRelease files / thinhpf-0.1.2-cp38-cp38-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl
| Download URL | thinhpf-0.1.2-cp38-cp38-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl |
|---|---|
| Size | 1.1 MB |
| Tags | CPython 3.8 Linux glibc 2.17+ x86-32 Linux glibc 2.5+ x86-32 |
|
SHA-256 checksum How to use checksums |
2025bb7ab736e614b3a44cc0e3da10827a4dfb3a79b41352af76fb2ed4d515e1
|
|
BLAKE2b-256 checksum How to use checksums |
398cfad3c81a63d06894f9c17c46111f4ef5f1e7db03772a70fb0ffd21324306
|
| Upload date | |
|
Uploaded using Trusted Publishing? What is trusted publishing? |
Yes |
| Uploaded via |
twine/6.1.0 CPython/3.12.9
|
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 Apr 5, 2025.
Transparency logRelease files / thinhpf-0.1.2-cp38-cp38-macosx_11_0_arm64.whl
| Download URL | thinhpf-0.1.2-cp38-cp38-macosx_11_0_arm64.whl |
|---|---|
| Size | 123.4 kB |
| Tags | CPython 3.8 macOS 11.0+ ARM64 |
|
SHA-256 checksum How to use checksums |
bdede32daaf013a6ef4e63195e80662a0382d823f80c27f37101615e4cf72edb
|
|
BLAKE2b-256 checksum How to use checksums |
4fc1dd5dae642d4918dc1d57c8c83678f2f0eabc23f5e4db74ac1401a9ce6539
|
| Upload date | |
|
Uploaded using Trusted Publishing? What is trusted publishing? |
Yes |
| Uploaded via |
twine/6.1.0 CPython/3.12.9
|
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 Apr 5, 2025.
Transparency logRelease files / thinhpf-0.1.2-cp37-cp37m-win_amd64.whl
| Download URL | thinhpf-0.1.2-cp37-cp37m-win_amd64.whl |
|---|---|
| Size | 113.1 kB |
| Tags | CPython 3.7 CPython 3.7 pymalloc Windows x86-64 |
|
SHA-256 checksum How to use checksums |
d48cbbd82ece3c15b9cf2b7041fc73b263f76b8e126743bf2315dcdb6084a427
|
|
BLAKE2b-256 checksum How to use checksums |
25321d4a855b7dee086e223766781ba1334bb010b699fe86edb6e730614d8617
|
| Upload date | |
|
Uploaded using Trusted Publishing? What is trusted publishing? |
Yes |
| Uploaded via |
twine/6.1.0 CPython/3.12.9
|
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 Apr 5, 2025.
Transparency logRelease files / thinhpf-0.1.2-cp37-cp37m-win32.whl
| Download URL | thinhpf-0.1.2-cp37-cp37m-win32.whl |
|---|---|
| Size | 92.5 kB |
| Tags | CPython 3.7 CPython 3.7 pymalloc Windows x86-32 |
|
SHA-256 checksum How to use checksums |
2cd8266c2078604fbc891b5eee1f7d7d388dfaaedab2da220f61016dd9a65945
|
|
BLAKE2b-256 checksum How to use checksums |
19a1c4ded9129e53a73ba11b2f16a8e8708e0c5654f6fc415d9028d7fdf4c5f5
|
| Upload date | |
|
Uploaded using Trusted Publishing? What is trusted publishing? |
Yes |
| Uploaded via |
twine/6.1.0 CPython/3.12.9
|
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 Apr 5, 2025.
Transparency logRelease files / thinhpf-0.1.2-cp37-cp37m-musllinux_1_2_x86_64.whl
| Download URL | thinhpf-0.1.2-cp37-cp37m-musllinux_1_2_x86_64.whl |
|---|---|
| Size | 2.2 MB |
| Tags | CPython 3.7 CPython 3.7 pymalloc Linux musl 1.2+ x86-64 |
|
SHA-256 checksum How to use checksums |
23266909c5d8c922cb159c4771ce940fd19cd387732d876d90c88ac87e6dcd5d
|
|
BLAKE2b-256 checksum How to use checksums |
0b1c2cc90efe93e4c5122a52c160f855cb795bf4282b8b6dbb8307e9f62a9f21
|
| Upload date | |
|
Uploaded using Trusted Publishing? What is trusted publishing? |
Yes |
| Uploaded via |
twine/6.1.0 CPython/3.12.9
|
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 Apr 5, 2025.
Transparency logRelease files / thinhpf-0.1.2-cp37-cp37m-musllinux_1_2_i686.whl
| Download URL | thinhpf-0.1.2-cp37-cp37m-musllinux_1_2_i686.whl |
|---|---|
| Size | 2.2 MB |
| Tags | CPython 3.7 CPython 3.7 pymalloc Linux musl 1.2+ x86-32 |
|
SHA-256 checksum How to use checksums |
7a2c58c89fee53f81d122c37d864e3f27ece3e7b2348ce0bf6a44671918f569a
|
|
BLAKE2b-256 checksum How to use checksums |
1e5c8863d29ccfc113f8cabe6078992d0928a9f5076a41bc01feb3a8c71544d8
|
| Upload date | |
|
Uploaded using Trusted Publishing? What is trusted publishing? |
Yes |
| Uploaded via |
twine/6.1.0 CPython/3.12.9
|
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 Apr 5, 2025.
Transparency logRelease files / thinhpf-0.1.2-cp37-cp37m-manylinux_2_17_x86_64.manylinux2014_x86_64.whl
| Download URL | thinhpf-0.1.2-cp37-cp37m-manylinux_2_17_x86_64.manylinux2014_x86_64.whl |
|---|---|
| Size | 1.1 MB |
| Tags | CPython 3.7 CPython 3.7 pymalloc Linux glibc 2.17+ x86-64 |
|
SHA-256 checksum How to use checksums |
f582a5b0ce04d33e69165ded846a8d5573e44e28ba6a996ecbec9f175b4fba2d
|
|
BLAKE2b-256 checksum How to use checksums |
6bb94fd97d18e5f797e27363651db598c79db6feaaa67e6971f1dd1bebf077ea
|
| Upload date | |
|
Uploaded using Trusted Publishing? What is trusted publishing? |
Yes |
| Uploaded via |
twine/6.1.0 CPython/3.12.9
|
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 Apr 5, 2025.
Transparency logRelease files / thinhpf-0.1.2-cp37-cp37m-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl
| Download URL | thinhpf-0.1.2-cp37-cp37m-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl |
|---|---|
| Size | 1.0 MB |
| Tags | CPython 3.7 CPython 3.7 pymalloc Linux glibc 2.17+ x86-32 Linux glibc 2.5+ x86-32 |
|
SHA-256 checksum How to use checksums |
c059ed0a3cdd1c749220bb69505c224cc2497ff230bdc5e96bd6a77897fcd3f7
|
|
BLAKE2b-256 checksum How to use checksums |
c34f989d3889c1270e8b5de7872cbb60a4b4a01e69e18a5108fd9914b6f28f59
|
| Upload date | |
|
Uploaded using Trusted Publishing? What is trusted publishing? |
Yes |
| Uploaded via |
twine/6.1.0 CPython/3.12.9
|
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 Apr 5, 2025.
Transparency logRelease files / thinhpf-0.1.2-cp36-cp36m-win_amd64.whl
| Download URL | thinhpf-0.1.2-cp36-cp36m-win_amd64.whl |
|---|---|
| Size | 129.7 kB |
| Tags | CPython 3.6 CPython 3.6 pymalloc Windows x86-64 |
|
SHA-256 checksum How to use checksums |
9e4c08a6a5e932cc03b2891c0d4aa3923ed2fdd68c559cc155725bd7f55459d3
|
|
BLAKE2b-256 checksum How to use checksums |
ef199733902f2a55a2b14558259855d69999af1037f5283f1b524420fc633618
|
| Upload date | |
|
Uploaded using Trusted Publishing? What is trusted publishing? |
Yes |
| Uploaded via |
twine/6.1.0 CPython/3.12.9
|
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 Apr 5, 2025.
Transparency logRelease files / thinhpf-0.1.2-cp36-cp36m-win32.whl
| Download URL | thinhpf-0.1.2-cp36-cp36m-win32.whl |
|---|---|
| Size | 104.0 kB |
| Tags | CPython 3.6 CPython 3.6 pymalloc Windows x86-32 |
|
SHA-256 checksum How to use checksums |
19899b8df3cea5277019a8e3cc6461c8c64a3c8b53c2284c36c0afc8130ca36d
|
|
BLAKE2b-256 checksum How to use checksums |
f21b633d3579b448725db0296a72ffc0986e2e70e526a01ed7e5a4bea45fe633
|
| Upload date | |
|
Uploaded using Trusted Publishing? What is trusted publishing? |
Yes |
| Uploaded via |
twine/6.1.0 CPython/3.12.9
|
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 Apr 5, 2025.
Transparency logRelease files / thinhpf-0.1.2-cp36-cp36m-musllinux_1_2_x86_64.whl
| Download URL | thinhpf-0.1.2-cp36-cp36m-musllinux_1_2_x86_64.whl |
|---|---|
| Size | 2.1 MB |
| Tags | CPython 3.6 CPython 3.6 pymalloc Linux musl 1.2+ x86-64 |
|
SHA-256 checksum How to use checksums |
cf5e0990db18efa60d8876b56526069da0d08d1deac0ff4107319213edd90b9d
|
|
BLAKE2b-256 checksum How to use checksums |
a969946d8efe6cc00faeeafa1cb5e01a2d2aeebf4278ad71bddca0e5f926a9a4
|
| Upload date | |
|
Uploaded using Trusted Publishing? What is trusted publishing? |
Yes |
| Uploaded via |
twine/6.1.0 CPython/3.12.9
|
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 Apr 5, 2025.
Transparency logRelease files / thinhpf-0.1.2-cp36-cp36m-musllinux_1_2_i686.whl
| Download URL | thinhpf-0.1.2-cp36-cp36m-musllinux_1_2_i686.whl |
|---|---|
| Size | 2.2 MB |
| Tags | CPython 3.6 CPython 3.6 pymalloc Linux musl 1.2+ x86-32 |
|
SHA-256 checksum How to use checksums |
91f493146b4768d1a706d950969880940c80f20bbb5fe63bcf9e31b96756e793
|
|
BLAKE2b-256 checksum How to use checksums |
b80c884443c246638018cadd57b78d34d236e8e7d1d48f61fcabdbb2ab51b097
|
| Upload date | |
|
Uploaded using Trusted Publishing? What is trusted publishing? |
Yes |
| Uploaded via |
twine/6.1.0 CPython/3.12.9
|
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 Apr 5, 2025.
Transparency logRelease files / thinhpf-0.1.2-cp36-cp36m-manylinux_2_17_x86_64.manylinux2014_x86_64.whl
| Download URL | thinhpf-0.1.2-cp36-cp36m-manylinux_2_17_x86_64.manylinux2014_x86_64.whl |
|---|---|
| Size | 1.1 MB |
| Tags | CPython 3.6 CPython 3.6 pymalloc Linux glibc 2.17+ x86-64 |
|
SHA-256 checksum How to use checksums |
067e734217f49ea3b3e03b422408e9c6aea6bad382fbef20386710638271e2f7
|
|
BLAKE2b-256 checksum How to use checksums |
1a8e4ab33852bff138390cd445fa15acee7e1f3fe9f243596aad6972543dd5c4
|
| Upload date | |
|
Uploaded using Trusted Publishing? What is trusted publishing? |
Yes |
| Uploaded via |
twine/6.1.0 CPython/3.12.9
|
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 Apr 5, 2025.
Transparency logRelease files / thinhpf-0.1.2-cp36-cp36m-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl
| Download URL | thinhpf-0.1.2-cp36-cp36m-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl |
|---|---|
| Size | 1.0 MB |
| Tags | CPython 3.6 CPython 3.6 pymalloc Linux glibc 2.17+ x86-32 Linux glibc 2.5+ x86-32 |
|
SHA-256 checksum How to use checksums |
5d31d6983d1ccd2c31fef6417ab7d50e4a8ff30e1afadfb34cf710c6536eaec9
|
|
BLAKE2b-256 checksum How to use checksums |
8d8415a0f962b75749bd484375a660cb3c4d9cd84cb1801cd93ddfcff379435d
|
| Upload date | |
|
Uploaded using Trusted Publishing? What is trusted publishing? |
Yes |
| Uploaded via |
twine/6.1.0 CPython/3.12.9
|
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 Apr 5, 2025.
Transparency log
