Skip to main content

Build and deploy Documentation PyPI Conda Version Code style: black DOI

FRETraj is a Python module for predicting FRET efficiencies by calculating multiple accessible-contact volumes (multi-ACV) to estimate donor and acceptor dye dynamics. The package features a user-friendly PyMOL plugin1 for for FRET-assisted, integrative structural modeling. It interfaces with the LabelLib library for fast computation of ACVs. Specifically, FRETraj is designed to:

  • plan (single-molecule) FRET experiments by optimizing labeling positions
  • interpret FRET-based distance measurements on a biomolecule
  • integrate FRET experiments with molecular dynamics simulations

Installation and Documentation

Follow the instructions for your platform here

References

If you use FRETraj in your work please refer to the following paper:

  • F.D. Steffen, R.K.O. Sigel, R. Börner, Bioinformatics 2021.

Additional readings

  • F.D. Steffen, R.A. Cunha, R.K.O. Sigel, R. Börner, Nucleic Acids Res. 2024, 52, e59.
  • F.D. Steffen, R.K.O. Sigel, R. Börner, Phys. Chem. Chem. Phys. 2016, 18, 29045-29055.
  • S. Kalinin, T. Peulen, C.A.M. Seidel et al. Nat. Methods, 2012, 9, 1218-1225.
  • T. Eilert, M. Beckers, F. Drechsler, J. Michaelis, Comput. Phys. Commun., 2017, 219, 377–389.
  • M. Dimura, T. Peulen, C.A.M. Seidel et al. Curr. Opin. Struct. Biol. 2016, 40, 163-185.
  • M. Dimura, T. Peulen, C.A.M Seidel et al. Nat. Commun. 2020, 11, 5394.

1 PyMOL was developed by WarrenDeLano and is maintained by Schrödinger, LLC.

Metadata

Release files for fretraj 0.2.11

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

Source distribution (sdist)

Source distribution for fretraj 0.2.11
File Size Uploaded Provenance Actions
fretraj-0.2.11.tar.gz 2.0 MB With provenance Details for fretraj-0.2.11.tar.gz

Built distributions (wheels)

Table of built distributions (wheels) for fretraj 0.2.11
File Actions
fretraj-0.2.11-cp313-cp313-win_amd64.whl CPython 3.13 CPython 3.13 Windows x86-64 Details for fretraj-0.2.11-cp313-cp313-win_amd64.whl
fretraj-0.2.11-cp313-cp313-win32.whl CPython 3.13 CPython 3.13 Windows x86-32 Details for fretraj-0.2.11-cp313-cp313-win32.whl
fretraj-0.2.11-cp313-cp313-musllinux_1_2_x86_64.whl CPython 3.13 CPython 3.13 Linux musl 1.2+ x86-64 Details for fretraj-0.2.11-cp313-cp313-musllinux_1_2_x86_64.whl
fretraj-0.2.11-cp313-cp313-musllinux_1_2_i686.whl CPython 3.13 CPython 3.13 Linux musl 1.2+ x86-32 Details for fretraj-0.2.11-cp313-cp313-musllinux_1_2_i686.whl
fretraj-0.2.11-cp313-cp313-manylinux_2_17_x86_64.manylinux2014_x86_64.whl CPython 3.13 CPython 3.13 Linux glibc 2.17+ x86-64 Details for fretraj-0.2.11-cp313-cp313-manylinux_2_17_x86_64.manylinux2014_x86_64.whl
fretraj-0.2.11-cp313-cp313-manylinux_2_17_i686.manylinux2014_i686.whl CPython 3.13 CPython 3.13 Linux glibc 2.17+ x86-32 Details for fretraj-0.2.11-cp313-cp313-manylinux_2_17_i686.manylinux2014_i686.whl
fretraj-0.2.11-cp313-cp313-macosx_11_0_arm64.whl CPython 3.13 CPython 3.13 macOS 11.0+ ARM64 Details for fretraj-0.2.11-cp313-cp313-macosx_11_0_arm64.whl
fretraj-0.2.11-cp312-cp312-win_amd64.whl CPython 3.12 CPython 3.12 Windows x86-64 Details for fretraj-0.2.11-cp312-cp312-win_amd64.whl
fretraj-0.2.11-cp312-cp312-win32.whl CPython 3.12 CPython 3.12 Windows x86-32 Details for fretraj-0.2.11-cp312-cp312-win32.whl
fretraj-0.2.11-cp312-cp312-musllinux_1_2_x86_64.whl CPython 3.12 CPython 3.12 Linux musl 1.2+ x86-64 Details for fretraj-0.2.11-cp312-cp312-musllinux_1_2_x86_64.whl
fretraj-0.2.11-cp312-cp312-musllinux_1_2_i686.whl CPython 3.12 CPython 3.12 Linux musl 1.2+ x86-32 Details for fretraj-0.2.11-cp312-cp312-musllinux_1_2_i686.whl
fretraj-0.2.11-cp312-cp312-manylinux_2_17_x86_64.manylinux2014_x86_64.whl CPython 3.12 CPython 3.12 Linux glibc 2.17+ x86-64 Details for fretraj-0.2.11-cp312-cp312-manylinux_2_17_x86_64.manylinux2014_x86_64.whl
fretraj-0.2.11-cp312-cp312-manylinux_2_17_i686.manylinux2014_i686.whl CPython 3.12 CPython 3.12 Linux glibc 2.17+ x86-32 Details for fretraj-0.2.11-cp312-cp312-manylinux_2_17_i686.manylinux2014_i686.whl
fretraj-0.2.11-cp312-cp312-macosx_11_0_arm64.whl CPython 3.12 CPython 3.12 macOS 11.0+ ARM64 Details for fretraj-0.2.11-cp312-cp312-macosx_11_0_arm64.whl
fretraj-0.2.11-cp311-cp311-win_amd64.whl CPython 3.11 CPython 3.11 Windows x86-64 Details for fretraj-0.2.11-cp311-cp311-win_amd64.whl
fretraj-0.2.11-cp311-cp311-win32.whl CPython 3.11 CPython 3.11 Windows x86-32 Details for fretraj-0.2.11-cp311-cp311-win32.whl
fretraj-0.2.11-cp311-cp311-musllinux_1_2_x86_64.whl CPython 3.11 CPython 3.11 Linux musl 1.2+ x86-64 Details for fretraj-0.2.11-cp311-cp311-musllinux_1_2_x86_64.whl
fretraj-0.2.11-cp311-cp311-musllinux_1_2_i686.whl CPython 3.11 CPython 3.11 Linux musl 1.2+ x86-32 Details for fretraj-0.2.11-cp311-cp311-musllinux_1_2_i686.whl
fretraj-0.2.11-cp311-cp311-manylinux_2_17_x86_64.manylinux2014_x86_64.whl CPython 3.11 CPython 3.11 Linux glibc 2.17+ x86-64 Details for fretraj-0.2.11-cp311-cp311-manylinux_2_17_x86_64.manylinux2014_x86_64.whl
fretraj-0.2.11-cp311-cp311-manylinux_2_17_i686.manylinux2014_i686.whl CPython 3.11 CPython 3.11 Linux glibc 2.17+ x86-32 Details for fretraj-0.2.11-cp311-cp311-manylinux_2_17_i686.manylinux2014_i686.whl
fretraj-0.2.11-cp311-cp311-macosx_11_0_arm64.whl CPython 3.11 CPython 3.11 macOS 11.0+ ARM64 Details for fretraj-0.2.11-cp311-cp311-macosx_11_0_arm64.whl
fretraj-0.2.11-cp310-cp310-win_amd64.whl CPython 3.10 CPython 3.10 Windows x86-64 Details for fretraj-0.2.11-cp310-cp310-win_amd64.whl
fretraj-0.2.11-cp310-cp310-win32.whl CPython 3.10 CPython 3.10 Windows x86-32 Details for fretraj-0.2.11-cp310-cp310-win32.whl
fretraj-0.2.11-cp310-cp310-musllinux_1_2_x86_64.whl CPython 3.10 CPython 3.10 Linux musl 1.2+ x86-64 Details for fretraj-0.2.11-cp310-cp310-musllinux_1_2_x86_64.whl
fretraj-0.2.11-cp310-cp310-musllinux_1_2_i686.whl CPython 3.10 CPython 3.10 Linux musl 1.2+ x86-32 Details for fretraj-0.2.11-cp310-cp310-musllinux_1_2_i686.whl
fretraj-0.2.11-cp310-cp310-manylinux_2_17_x86_64.manylinux2014_x86_64.whl CPython 3.10 CPython 3.10 Linux glibc 2.17+ x86-64 Details for fretraj-0.2.11-cp310-cp310-manylinux_2_17_x86_64.manylinux2014_x86_64.whl
fretraj-0.2.11-cp310-cp310-manylinux_2_17_i686.manylinux2014_i686.whl CPython 3.10 CPython 3.10 Linux glibc 2.17+ x86-32 Details for fretraj-0.2.11-cp310-cp310-manylinux_2_17_i686.manylinux2014_i686.whl
fretraj-0.2.11-cp310-cp310-macosx_11_0_arm64.whl CPython 3.10 CPython 3.10 macOS 11.0+ ARM64 Details for fretraj-0.2.11-cp310-cp310-macosx_11_0_arm64.whl
fretraj-0.2.11-cp39-cp39-win_amd64.whl CPython 3.9 CPython 3.9 Windows x86-64 Details for fretraj-0.2.11-cp39-cp39-win_amd64.whl
fretraj-0.2.11-cp39-cp39-win32.whl CPython 3.9 CPython 3.9 Windows x86-32 Details for fretraj-0.2.11-cp39-cp39-win32.whl
fretraj-0.2.11-cp39-cp39-musllinux_1_2_x86_64.whl CPython 3.9 CPython 3.9 Linux musl 1.2+ x86-64 Details for fretraj-0.2.11-cp39-cp39-musllinux_1_2_x86_64.whl
fretraj-0.2.11-cp39-cp39-musllinux_1_2_i686.whl CPython 3.9 CPython 3.9 Linux musl 1.2+ x86-32 Details for fretraj-0.2.11-cp39-cp39-musllinux_1_2_i686.whl
fretraj-0.2.11-cp39-cp39-manylinux_2_17_x86_64.manylinux2014_x86_64.whl CPython 3.9 CPython 3.9 Linux glibc 2.17+ x86-64 Details for fretraj-0.2.11-cp39-cp39-manylinux_2_17_x86_64.manylinux2014_x86_64.whl
fretraj-0.2.11-cp39-cp39-manylinux_2_17_i686.manylinux2014_i686.whl CPython 3.9 CPython 3.9 Linux glibc 2.17+ x86-32 Details for fretraj-0.2.11-cp39-cp39-manylinux_2_17_i686.manylinux2014_i686.whl
fretraj-0.2.11-cp39-cp39-macosx_11_0_arm64.whl CPython 3.9 CPython 3.9 macOS 11.0+ ARM64 Details for fretraj-0.2.11-cp39-cp39-macosx_11_0_arm64.whl
fretraj-0.2.11-cp38-cp38-win_amd64.whl CPython 3.8 CPython 3.8 Windows x86-64 Details for fretraj-0.2.11-cp38-cp38-win_amd64.whl
fretraj-0.2.11-cp38-cp38-win32.whl CPython 3.8 CPython 3.8 Windows x86-32 Details for fretraj-0.2.11-cp38-cp38-win32.whl
fretraj-0.2.11-cp38-cp38-musllinux_1_2_x86_64.whl CPython 3.8 CPython 3.8 Linux musl 1.2+ x86-64 Details for fretraj-0.2.11-cp38-cp38-musllinux_1_2_x86_64.whl
fretraj-0.2.11-cp38-cp38-musllinux_1_2_i686.whl CPython 3.8 CPython 3.8 Linux musl 1.2+ x86-32 Details for fretraj-0.2.11-cp38-cp38-musllinux_1_2_i686.whl
fretraj-0.2.11-cp38-cp38-manylinux_2_17_x86_64.manylinux2014_x86_64.whl CPython 3.8 CPython 3.8 Linux glibc 2.17+ x86-64 Details for fretraj-0.2.11-cp38-cp38-manylinux_2_17_x86_64.manylinux2014_x86_64.whl
fretraj-0.2.11-cp38-cp38-manylinux_2_17_i686.manylinux2014_i686.whl CPython 3.8 CPython 3.8 Linux glibc 2.17+ x86-32 Details for fretraj-0.2.11-cp38-cp38-manylinux_2_17_i686.manylinux2014_i686.whl
fretraj-0.2.11-cp38-cp38-macosx_11_0_arm64.whl CPython 3.8 CPython 3.8 macOS 11.0+ ARM64 Details for fretraj-0.2.11-cp38-cp38-macosx_11_0_arm64.whl

Total release size: 102.8 MB

Release files / fretraj-0.2.11.tar.gz

Download URL fretraj-0.2.11.tar.gz
Size 2.0 MB
Tags Source
SHA-256 checksum
How to use checksums
589aacd578dc0e624f39b6ab2b8063e0e069d21ff36b328bb5c5d52eb303808b
BLAKE2b-256 checksum
How to use checksums
9cbd0ff78b7be686cefc822c0039e12fd471e6074864c80fd2b0a4c049593d58
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 Mar 17, 2025.

Transparency log

Release files / fretraj-0.2.11-cp313-cp313-win_amd64.whl

Download URL fretraj-0.2.11-cp313-cp313-win_amd64.whl
Size 2.1 MB
Tags CPython 3.13 Windows x86-64
SHA-256 checksum
How to use checksums
9653b9865b726b13f70f82b91eb00528e12d682f09e64979458853e0833e61ff
BLAKE2b-256 checksum
How to use checksums
100e80916c75f1cb08dd749c1612afd78e8d4e3f82781e7dc1e4809ded89851a
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 Mar 17, 2025.

Transparency log

Release files / fretraj-0.2.11-cp313-cp313-win32.whl

Download URL fretraj-0.2.11-cp313-cp313-win32.whl
Size 2.1 MB
Tags CPython 3.13 Windows x86-32
SHA-256 checksum
How to use checksums
4926f35dfae5fe241af082073ada28b196ae64d622b988b824e496af0613a04c
BLAKE2b-256 checksum
How to use checksums
e852e6ff3549cfc9f7ca81d95b06139fa92f373a264dd3a4f31ac772795feaee
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 Mar 17, 2025.

Transparency log

Release files / fretraj-0.2.11-cp313-cp313-musllinux_1_2_x86_64.whl

Download URL fretraj-0.2.11-cp313-cp313-musllinux_1_2_x86_64.whl
Size 3.1 MB
Tags CPython 3.13 Linux musl 1.2+ x86-64
SHA-256 checksum
How to use checksums
d63e1ecc5f7ff964ea501a4c150f27b2ab0eb85b5ea20a96d427d9fb5474a7fc
BLAKE2b-256 checksum
How to use checksums
f20cf784eddde5aa3a3bd78d3a595f809cea9b8d015c616470aea3e836f6c5e7
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 Mar 17, 2025.

Transparency log

Release files / fretraj-0.2.11-cp313-cp313-musllinux_1_2_i686.whl

Download URL fretraj-0.2.11-cp313-cp313-musllinux_1_2_i686.whl
Size 3.2 MB
Tags CPython 3.13 Linux musl 1.2+ x86-32
SHA-256 checksum
How to use checksums
bcfc98055dde1bc1c32d62d40624b0d3a6ca69b17ffcdc62d1b4dbbc2e0ad0c6
BLAKE2b-256 checksum
How to use checksums
49f041b4a734411c33780de92644b00fe7528c792a9e6475a1f2537d1db48193
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 Mar 17, 2025.

Transparency log

Release files / fretraj-0.2.11-cp313-cp313-manylinux_2_17_x86_64.manylinux2014_x86_64.whl

Download URL fretraj-0.2.11-cp313-cp313-manylinux_2_17_x86_64.manylinux2014_x86_64.whl
Size 2.1 MB
Tags CPython 3.13 Linux glibc 2.17+ x86-64
SHA-256 checksum
How to use checksums
abb87d4e2da7b4f5ddff224c16f10c978dc5e7fb7307746f8bdaf680ec0bcfa8
BLAKE2b-256 checksum
How to use checksums
910339afeba1e01963efcd2103390f9bc74a5e5d76aac5834824c4e7c6940035
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 Mar 17, 2025.

Transparency log

Release files / fretraj-0.2.11-cp313-cp313-manylinux_2_17_i686.manylinux2014_i686.whl

Download URL fretraj-0.2.11-cp313-cp313-manylinux_2_17_i686.manylinux2014_i686.whl
Size 2.1 MB
Tags CPython 3.13 Linux glibc 2.17+ x86-32
SHA-256 checksum
How to use checksums
f9d1a2f21a6f50f6d29fdd79545e7221525496791d3d53bc665766c491e88df0
BLAKE2b-256 checksum
How to use checksums
71b944d7652016450d0904173999251671f0627386a0ec305a10718bddd2ad80
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 Mar 17, 2025.

Transparency log

Release files / fretraj-0.2.11-cp313-cp313-macosx_11_0_arm64.whl

Download URL fretraj-0.2.11-cp313-cp313-macosx_11_0_arm64.whl
Size 2.1 MB
Tags CPython 3.13 macOS 11.0+ ARM64
SHA-256 checksum
How to use checksums
cc4cad345636f56b1499bbd6042beba30af8f0dcf62403ad057b19c34dd6143d
BLAKE2b-256 checksum
How to use checksums
651e8779dbdea75ed800614fbe6fe37a2f60cae571b48d6f7c40042d2861c260
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 Mar 17, 2025.

Transparency log

Release files / fretraj-0.2.11-cp312-cp312-win_amd64.whl

Download URL fretraj-0.2.11-cp312-cp312-win_amd64.whl
Size 2.1 MB
Tags CPython 3.12 Windows x86-64
SHA-256 checksum
How to use checksums
8eda5a0122e53a6ca55fbf7b55dc5c050cf0075ba40da6b448c1e932911e6c35
BLAKE2b-256 checksum
How to use checksums
0913a896f776d685095857371d2c1ab735f17e1b7b7c5b16756b5b7cb8f6189a
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 Mar 17, 2025.

Transparency log

Release files / fretraj-0.2.11-cp312-cp312-win32.whl

Download URL fretraj-0.2.11-cp312-cp312-win32.whl
Size 2.1 MB
Tags CPython 3.12 Windows x86-32
SHA-256 checksum
How to use checksums
2a800f33dbd62b7b5570419e27d21912962b1dff8d21e9339cc591ee9c130089
BLAKE2b-256 checksum
How to use checksums
751b82fc55c2e220197a2b9bb6743fd968bd718f8213d7c77a5fc5ca85508b1f
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 Mar 17, 2025.

Transparency log

Release files / fretraj-0.2.11-cp312-cp312-musllinux_1_2_x86_64.whl

Download URL fretraj-0.2.11-cp312-cp312-musllinux_1_2_x86_64.whl
Size 3.1 MB
Tags CPython 3.12 Linux musl 1.2+ x86-64
SHA-256 checksum
How to use checksums
bc29c2526d5e6807fc602e708b4bba49dff59b044e1b3e3adedc5524b4baa837
BLAKE2b-256 checksum
How to use checksums
5a74e1ff641dbcb12e40dd065a27ec25c180d60f4bc849955dfcc9ac4bec356b
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 Mar 17, 2025.

Transparency log

Release files / fretraj-0.2.11-cp312-cp312-musllinux_1_2_i686.whl

Download URL fretraj-0.2.11-cp312-cp312-musllinux_1_2_i686.whl
Size 3.2 MB
Tags CPython 3.12 Linux musl 1.2+ x86-32
SHA-256 checksum
How to use checksums
61b60c2a89bdcb6a2aad7ef9034329ecba65a865a8931fe2463c36285a0ced87
BLAKE2b-256 checksum
How to use checksums
801ca8e2c35bb2537dc00fbadeb2ab3df4cfb337767baa5c2a143ff7da42935d
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 Mar 17, 2025.

Transparency log

Release files / fretraj-0.2.11-cp312-cp312-manylinux_2_17_x86_64.manylinux2014_x86_64.whl

Download URL fretraj-0.2.11-cp312-cp312-manylinux_2_17_x86_64.manylinux2014_x86_64.whl
Size 2.1 MB
Tags CPython 3.12 Linux glibc 2.17+ x86-64
SHA-256 checksum
How to use checksums
630cd2fc570d470be736570bf133d696ea8ca653c259f8e45bf1ff0b08efb7cf
BLAKE2b-256 checksum
How to use checksums
dcfe7b4c9e0d54c49797a372e7d944d1c461d42703e16e57d10feeb42c1c551b
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 Mar 17, 2025.

Transparency log

Release files / fretraj-0.2.11-cp312-cp312-manylinux_2_17_i686.manylinux2014_i686.whl

Download URL fretraj-0.2.11-cp312-cp312-manylinux_2_17_i686.manylinux2014_i686.whl
Size 2.1 MB
Tags CPython 3.12 Linux glibc 2.17+ x86-32
SHA-256 checksum
How to use checksums
13be2e387c578309741ce350acbfce29acdaf8029ab7fb52376b48953017d6ee
BLAKE2b-256 checksum
How to use checksums
5424b7db363d01bcd4d62bafcf92c3a28fb905ccbc3febdafffa501b70a48f9f
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 Mar 17, 2025.

Transparency log

Release files / fretraj-0.2.11-cp312-cp312-macosx_11_0_arm64.whl

Download URL fretraj-0.2.11-cp312-cp312-macosx_11_0_arm64.whl
Size 2.1 MB
Tags CPython 3.12 macOS 11.0+ ARM64
SHA-256 checksum
How to use checksums
3290e786b2ffd51ec2d845a761fb546e0db9e0235b5c118f1359c950245dd1e9
BLAKE2b-256 checksum
How to use checksums
329bed1acd363a0d5444a6687b86df7a64a2fd0a85662f3425b2cfe1bc335f49
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 Mar 17, 2025.

Transparency log

Release files / fretraj-0.2.11-cp311-cp311-win_amd64.whl

Download URL fretraj-0.2.11-cp311-cp311-win_amd64.whl
Size 2.1 MB
Tags CPython 3.11 Windows x86-64
SHA-256 checksum
How to use checksums
88a326d3cabd8695b7d91189966beb7cb83e897e916a024fcb23c748f32ee023
BLAKE2b-256 checksum
How to use checksums
18a5cc29fa76719668d8db3584b44daec1b3ffd11302adce4f07b1c0f77819fb
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 Mar 17, 2025.

Transparency log

Release files / fretraj-0.2.11-cp311-cp311-win32.whl

Download URL fretraj-0.2.11-cp311-cp311-win32.whl
Size 2.1 MB
Tags CPython 3.11 Windows x86-32
SHA-256 checksum
How to use checksums
25f8802b9734f55e511cd47bbae8fc760caaaad83e7eb0abfd8e290555195f86
BLAKE2b-256 checksum
How to use checksums
a4a777d9bf3320b2f899810c45b6accd0f5bc8f5f24818d6e38f1ef84925accc
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 Mar 17, 2025.

Transparency log

Release files / fretraj-0.2.11-cp311-cp311-musllinux_1_2_x86_64.whl

Download URL fretraj-0.2.11-cp311-cp311-musllinux_1_2_x86_64.whl
Size 3.1 MB
Tags CPython 3.11 Linux musl 1.2+ x86-64
SHA-256 checksum
How to use checksums
cb9149f2f4c5e05783ad2b5accb17ed1992c4434e594a51067938799453f25bc
BLAKE2b-256 checksum
How to use checksums
fc699a4d8ed9629ae8dece7d8f04fe73b9bf62736ff27a2a39d8b73b9247ca7b
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 Mar 17, 2025.

Transparency log

Release files / fretraj-0.2.11-cp311-cp311-musllinux_1_2_i686.whl

Download URL fretraj-0.2.11-cp311-cp311-musllinux_1_2_i686.whl
Size 3.2 MB
Tags CPython 3.11 Linux musl 1.2+ x86-32
SHA-256 checksum
How to use checksums
722a627a8d94d5199667ad68e906381926b8a294c50cee9c71de2ab8aaf11cfd
BLAKE2b-256 checksum
How to use checksums
07c71f5801416d0aa0e44832af0f0207b921fb22c7d9d6d4aea487572a322585
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 Mar 17, 2025.

Transparency log

Release files / fretraj-0.2.11-cp311-cp311-manylinux_2_17_x86_64.manylinux2014_x86_64.whl

Download URL fretraj-0.2.11-cp311-cp311-manylinux_2_17_x86_64.manylinux2014_x86_64.whl
Size 2.1 MB
Tags CPython 3.11 Linux glibc 2.17+ x86-64
SHA-256 checksum
How to use checksums
ff4973b6769f4349719671b344e5b2dd802e976b6bafc1a3298080c2bd341c45
BLAKE2b-256 checksum
How to use checksums
280badb15c70210e27508373b70b08e202ea88ab9d215d76f75332bcf844fe8d
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 Mar 17, 2025.

Transparency log

Release files / fretraj-0.2.11-cp311-cp311-manylinux_2_17_i686.manylinux2014_i686.whl

Download URL fretraj-0.2.11-cp311-cp311-manylinux_2_17_i686.manylinux2014_i686.whl
Size 2.1 MB
Tags CPython 3.11 Linux glibc 2.17+ x86-32
SHA-256 checksum
How to use checksums
459ee31f53f19c60ca06e460f96d5034c3bab483d5885141cdc60cc0fcbd1f22
BLAKE2b-256 checksum
How to use checksums
73d07647eb23ae655ab652c16ba9c648243972dc9692a34baa2c80f722e6f4b0
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 Mar 17, 2025.

Transparency log

Release files / fretraj-0.2.11-cp311-cp311-macosx_11_0_arm64.whl

Download URL fretraj-0.2.11-cp311-cp311-macosx_11_0_arm64.whl
Size 2.1 MB
Tags CPython 3.11 macOS 11.0+ ARM64
SHA-256 checksum
How to use checksums
58adb26ce3d60c7d36cca01c51f1b54aa3e0b62b6ccf792cd20a6bd61220f30e
BLAKE2b-256 checksum
How to use checksums
17caebcb776606a4a0135e3ec7839b985051a7bf2004919c63cde29b30a6adc8
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 Mar 17, 2025.

Transparency log

Release files / fretraj-0.2.11-cp310-cp310-win_amd64.whl

Download URL fretraj-0.2.11-cp310-cp310-win_amd64.whl
Size 2.1 MB
Tags CPython 3.10 Windows x86-64
SHA-256 checksum
How to use checksums
58ca32798e16fad70ce0d068831f7c324ef2e6c358faccf299b2a2f97c204d3e
BLAKE2b-256 checksum
How to use checksums
b9e57c096aae60eee3d94679758f35adad57f955a006466fe947d7f89c03febc
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 Mar 17, 2025.

Transparency log

Release files / fretraj-0.2.11-cp310-cp310-win32.whl

Download URL fretraj-0.2.11-cp310-cp310-win32.whl
Size 2.1 MB
Tags CPython 3.10 Windows x86-32
SHA-256 checksum
How to use checksums
581c7bea1ff92db8b7e26d9170b0c905b40af533a98f05bae135932ddcac5ff6
BLAKE2b-256 checksum
How to use checksums
521cf8769697756af10832d1a165d627cb34e508c27730b7e184d913dddcfa24
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 Mar 17, 2025.

Transparency log

Release files / fretraj-0.2.11-cp310-cp310-musllinux_1_2_x86_64.whl

Download URL fretraj-0.2.11-cp310-cp310-musllinux_1_2_x86_64.whl
Size 3.1 MB
Tags CPython 3.10 Linux musl 1.2+ x86-64
SHA-256 checksum
How to use checksums
af94d16f0c59d99fc87b0fb18fb63dc0e2d2e369d8e53697b04bf7a9223eed59
BLAKE2b-256 checksum
How to use checksums
164e0ceac3aebf7a50050e59693b06e03be67141b0f25105d2b25f15977c0bc1
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 Mar 17, 2025.

Transparency log

Release files / fretraj-0.2.11-cp310-cp310-musllinux_1_2_i686.whl

Download URL fretraj-0.2.11-cp310-cp310-musllinux_1_2_i686.whl
Size 3.2 MB
Tags CPython 3.10 Linux musl 1.2+ x86-32
SHA-256 checksum
How to use checksums
52dd43ea3e4702137b81568a9d413dd63436a5310f0507707438e8979b671584
BLAKE2b-256 checksum
How to use checksums
94213c50b9dbe9a458739431b40b8120c392c32edd98db3665faaf72fcc61bf7
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 Mar 17, 2025.

Transparency log

Release files / fretraj-0.2.11-cp310-cp310-manylinux_2_17_x86_64.manylinux2014_x86_64.whl

Download URL fretraj-0.2.11-cp310-cp310-manylinux_2_17_x86_64.manylinux2014_x86_64.whl
Size 2.1 MB
Tags CPython 3.10 Linux glibc 2.17+ x86-64
SHA-256 checksum
How to use checksums
b2597b1df6b3e94b394df5b348d10b311782db9ebd7b0dc6860e8cdd29c17d7f
BLAKE2b-256 checksum
How to use checksums
eb965801ace867a32b7ca87842a6194ff20e8c74aadde51d2f7adc31fbe0b1d8
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 Mar 17, 2025.

Transparency log

Release files / fretraj-0.2.11-cp310-cp310-manylinux_2_17_i686.manylinux2014_i686.whl

Download URL fretraj-0.2.11-cp310-cp310-manylinux_2_17_i686.manylinux2014_i686.whl
Size 2.1 MB
Tags CPython 3.10 Linux glibc 2.17+ x86-32
SHA-256 checksum
How to use checksums
8e88ce98fab865782670966487dc94b75103ed322f34a7b5f3dab66d625c0d61
BLAKE2b-256 checksum
How to use checksums
d986e6c23a0028f95a38aba96c0891ad115937daefbc1a02ddd1c801edba5242
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 Mar 17, 2025.

Transparency log

Release files / fretraj-0.2.11-cp310-cp310-macosx_11_0_arm64.whl

Download URL fretraj-0.2.11-cp310-cp310-macosx_11_0_arm64.whl
Size 2.1 MB
Tags CPython 3.10 macOS 11.0+ ARM64
SHA-256 checksum
How to use checksums
0d21042b0b10599f7814a93db6eef7d02f87b140e1635af3c5bf47086e7019df
BLAKE2b-256 checksum
How to use checksums
5ddeedf21573d5d60238cc36cd9ef312261d0f25f6e9ab10f7143680a0088543
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 Mar 17, 2025.

Transparency log

Release files / fretraj-0.2.11-cp39-cp39-win_amd64.whl

Download URL fretraj-0.2.11-cp39-cp39-win_amd64.whl
Size 2.1 MB
Tags CPython 3.9 Windows x86-64
SHA-256 checksum
How to use checksums
de043586fe94406067f1ea9848cd19af3f7e518e688146a5d2aed1c43223880f
BLAKE2b-256 checksum
How to use checksums
5c394925129abab9327edb88d9c2cfc950c0a4d9dbd9ae77a72e0939ba23cafc
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 Mar 17, 2025.

Transparency log

Release files / fretraj-0.2.11-cp39-cp39-win32.whl

Download URL fretraj-0.2.11-cp39-cp39-win32.whl
Size 2.1 MB
Tags CPython 3.9 Windows x86-32
SHA-256 checksum
How to use checksums
9cd645893fa6d0fe98eff4661f979bd7aa0f764ae6dd3dfc0102bef726a5df2b
BLAKE2b-256 checksum
How to use checksums
20f77e975b997bf8dcbc077b99ff3945aa57f5f4e82c7a6ace5bc1a6b55c7c4a
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 Mar 17, 2025.

Transparency log

Release files / fretraj-0.2.11-cp39-cp39-musllinux_1_2_x86_64.whl

Download URL fretraj-0.2.11-cp39-cp39-musllinux_1_2_x86_64.whl
Size 3.1 MB
Tags CPython 3.9 Linux musl 1.2+ x86-64
SHA-256 checksum
How to use checksums
2f409beb6300a4817e99060f88612f3c2b73c51d7f780249cb79e2b070feb6ba
BLAKE2b-256 checksum
How to use checksums
2b30d4a8ab6a07dfe4287862ab976f2bef739de28bad62262d2953181413735c
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 Mar 17, 2025.

Transparency log

Release files / fretraj-0.2.11-cp39-cp39-musllinux_1_2_i686.whl

Download URL fretraj-0.2.11-cp39-cp39-musllinux_1_2_i686.whl
Size 3.2 MB
Tags CPython 3.9 Linux musl 1.2+ x86-32
SHA-256 checksum
How to use checksums
8eecb2aad6e8f367f5a8e34769ee18caf075b0ca77ae2e33781bec7a45900a07
BLAKE2b-256 checksum
How to use checksums
ceb124552f9f850482bc85ea3e31bac0967c0e2e4ca98f34c610dd59114cd081
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 Mar 17, 2025.

Transparency log

Release files / fretraj-0.2.11-cp39-cp39-manylinux_2_17_x86_64.manylinux2014_x86_64.whl

Download URL fretraj-0.2.11-cp39-cp39-manylinux_2_17_x86_64.manylinux2014_x86_64.whl
Size 2.1 MB
Tags CPython 3.9 Linux glibc 2.17+ x86-64
SHA-256 checksum
How to use checksums
a72d2315e269b5a566a372c6b746f7f2a4a19ca309921c0558aa82347c0d2daf
BLAKE2b-256 checksum
How to use checksums
26a3ed8d0bc9105f89adf4f38690b2797496d719604650657372ecde8798d4d5
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 Mar 17, 2025.

Transparency log

Release files / fretraj-0.2.11-cp39-cp39-manylinux_2_17_i686.manylinux2014_i686.whl

Download URL fretraj-0.2.11-cp39-cp39-manylinux_2_17_i686.manylinux2014_i686.whl
Size 2.1 MB
Tags CPython 3.9 Linux glibc 2.17+ x86-32
SHA-256 checksum
How to use checksums
aa16f538bc54237f5c9efbdbcebf048e627da95299ff857bd6f9ac385ffceca4
BLAKE2b-256 checksum
How to use checksums
f1c95224614dffcd2475ab102e728e1e83a2a5ce9b818193811683448939bbe5
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 Mar 17, 2025.

Transparency log

Release files / fretraj-0.2.11-cp39-cp39-macosx_11_0_arm64.whl

Download URL fretraj-0.2.11-cp39-cp39-macosx_11_0_arm64.whl
Size 2.1 MB
Tags CPython 3.9 macOS 11.0+ ARM64
SHA-256 checksum
How to use checksums
b6f9440a03839cbc5294a4dbb1c55af64029e2c2ed0af7fbb044af013a281c9d
BLAKE2b-256 checksum
How to use checksums
32017338bf5a1d1c7b2c035274b238ca55dd804f12cf7e535ddc26fb69aebca2
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 Mar 17, 2025.

Transparency log

Release files / fretraj-0.2.11-cp38-cp38-win_amd64.whl

Download URL fretraj-0.2.11-cp38-cp38-win_amd64.whl
Size 2.1 MB
Tags CPython 3.8 Windows x86-64
SHA-256 checksum
How to use checksums
1ba875d87976a730751f379e5e5ca0f713151481b25ed82ab623d32875f46f89
BLAKE2b-256 checksum
How to use checksums
dd5b49a72898a430a9a4c4ea921b5333963e406b0fd27eecf7ef92a6d5d92462
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 Mar 17, 2025.

Transparency log

Release files / fretraj-0.2.11-cp38-cp38-win32.whl

Download URL fretraj-0.2.11-cp38-cp38-win32.whl
Size 2.1 MB
Tags CPython 3.8 Windows x86-32
SHA-256 checksum
How to use checksums
b0dd4d47955ee45a0622bf431b89c4a16f8332035364c71b794fb0a0a03bb1f6
BLAKE2b-256 checksum
How to use checksums
b9a40252b1fb92d6303906d93f1638211bf14fe44a808d9645b55c75f02b3557
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 Mar 17, 2025.

Transparency log

Release files / fretraj-0.2.11-cp38-cp38-musllinux_1_2_x86_64.whl

Download URL fretraj-0.2.11-cp38-cp38-musllinux_1_2_x86_64.whl
Size 3.1 MB
Tags CPython 3.8 Linux musl 1.2+ x86-64
SHA-256 checksum
How to use checksums
08cdb81963fddf6120518f7136dc4a26f1de5920add53d99004b7ddc3c8cea6a
BLAKE2b-256 checksum
How to use checksums
02fd50f26aa5c79a2f9e1a8a39ac137379cd101ee19902399068cfc92a158387
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 Mar 17, 2025.

Transparency log

Release files / fretraj-0.2.11-cp38-cp38-musllinux_1_2_i686.whl

Download URL fretraj-0.2.11-cp38-cp38-musllinux_1_2_i686.whl
Size 3.2 MB
Tags CPython 3.8 Linux musl 1.2+ x86-32
SHA-256 checksum
How to use checksums
557ff835d5d1a1480f1f65e179ee88090521bc24ba57dfee1686b19ee29403ce
BLAKE2b-256 checksum
How to use checksums
8e540981c415047e1f3172b837d28a7a94aab6d59d3a29d1f0971096c5b9aa26
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 Mar 17, 2025.

Transparency log

Release files / fretraj-0.2.11-cp38-cp38-manylinux_2_17_x86_64.manylinux2014_x86_64.whl

Download URL fretraj-0.2.11-cp38-cp38-manylinux_2_17_x86_64.manylinux2014_x86_64.whl
Size 2.1 MB
Tags CPython 3.8 Linux glibc 2.17+ x86-64
SHA-256 checksum
How to use checksums
57eabcb5311e0754c051606c74b29fd0be6674e926068fdd2fc9cd87b7ea07a5
BLAKE2b-256 checksum
How to use checksums
d0dc40dae621acf25c39f80c4dc000f25938ab686aacfb6d23ff7370c2c6a248
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 Mar 17, 2025.

Transparency log

Release files / fretraj-0.2.11-cp38-cp38-manylinux_2_17_i686.manylinux2014_i686.whl

Download URL fretraj-0.2.11-cp38-cp38-manylinux_2_17_i686.manylinux2014_i686.whl
Size 2.1 MB
Tags CPython 3.8 Linux glibc 2.17+ x86-32
SHA-256 checksum
How to use checksums
83cb7a2d68abaedbcfc8228c80c0234a98b0547d84ba0aabeb430cc9fa1b6d6e
BLAKE2b-256 checksum
How to use checksums
752970aaf266765689b1eaf22d7d1f987aa47d308e794f759f6c5457edddd770
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 Mar 17, 2025.

Transparency log

Release files / fretraj-0.2.11-cp38-cp38-macosx_11_0_arm64.whl

Download URL fretraj-0.2.11-cp38-cp38-macosx_11_0_arm64.whl
Size 2.1 MB
Tags CPython 3.8 macOS 11.0+ ARM64
SHA-256 checksum
How to use checksums
e0a758f29aa5129119b238428372e227c00a4b21bc16a3e726e748e87aaefbe5
BLAKE2b-256 checksum
How to use checksums
d4ee6e588d06c7a32eec9c780945cd2fe8325c04150968023286c55a8255916c
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 Mar 17, 2025.

Transparency log

Security for fretraj 0.2.11

Provenance

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

Full provenance

All 43 files in this release have been uploaded with provenance metadata.

Select from 43 files

Attestation for fretraj-0.2.11.tar.gz

PyPI Publish Attestation

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

Signed by GitHub Actions, verified by PyPI on Mar 17, 2025.

Transparency log

A note on package security

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

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

Release history Release notifications | RSS feed

This release

0.2.11 This release

43 release files Full provenance

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