AMPAL
A simple, intuitive and Pythonic framework for representing biomolecular structure.
Installation
AMPAL is currently tested with version of Python above 3.7, although it should still work with earlier versions. You can install AMPAL from pip:
pip install ampal
Or from source by downloading/cloning this repository, navigating to the folder and typing:
pip install .
AMPAL uses Cython, so if you're installing from source make sure you have it installed.
Super Quick Start
Load a PDB file into AMPAL:
my_structure = ampal.load_pdb('3qy1.pdb')
print(my_structure)
# OUT: <Assembly (3qy1) containing 2 Polypeptides, 449 Ligands>
Select regions of the structure in an intuitive manner:
my_atom = my_structure['A']['56']['CA']
print(my_structure['A']['56']['CA'])
# OUT: <Carbon Atom (CA). Coordinates: (6.102, -4.287, -29.607)>
Then climb all the way back up the hierachy:
print(my_atom.parent)
# OUT: <Residue containing 9 Atoms. Residue code: GLU>
print(my_atom.parent.parent)
# OUT: <Polypeptide containing 215 Residues. Sequence: DIDTLISNNALW...>
print(my_atom.parent.parent.parent)
# OUT: <Assembly (3qy1) containing 2 Polypeptides, 449 Ligands>
This is just a quick introduction, AMPAL contain tonnes of tools for making complex selections and performing analysis. Take a look at the docs to find out more.
Release Notes
v2.1.0
- Adds
load_mmcif_filefunction - Adds more typing information
- Tidies up
__repr__strings
v2.0.0
- Breaking change: removes
find_aa_infofunction and tests, which enables us to remove the requests dependency. This kind of functionality is better handled by the user, as there is a security concern regarding making HTTP requests without the user explicitly opting in. - Updates project to use modern structure, enabling easier installation on all platforms.
- Automated builds and uploads to PyPI on new version updates.
v1.5.3
- Fixes bug with
get_slice_from_res_idto enable non-continuous sequences to be selected.
v1.5.0
- Adds rotamer classification with the
classify_angle_as_rotamerin theanalyse_proteinmodule. - Fixes a bug with parsing structure files
v1.4.0
- Adds
get_ss_regionstoampal.dssp. This function can be used to extract all regions of a protein in a particular secondary structure. - Fixes bug with DSSP
ss_regiontagging. End residues used to be missed.
v1.3.0
- Adds an interface for NACCESS. Functions for using NACCESS to calculate solvent accessibility.
v1.2.0
- Adds an interface for DSSP. If you have DSSP on your computer and have the
mkdsspcommand available on your path, you can use theampal.tag_dssp_datafunction to add secondary structure information to the tags dictionary of the residues in your structure. - Adds the
ampal.alignmodule. Contains a simple class for aligning twoPolypeptidesusing MMC. The simplest interface is thealign_backbonesfunction.- This is currently super inefficient and will be reimplemented.
v1.1.0
- Adds the centroid property to residues.
Metadata
Release files for ampal 2.1.1
For a detailed explanation of source distributions (sdists) and built distributions (wheels), please see the package formats documentation.
Source distribution (sdist)
| File | Size | Uploaded | Provenance | Actions |
|---|---|---|---|---|
| ampal-2.1.1.tar.gz | 2.6 MB | With provenance | Details for ampal-2.1.1.tar.gz |
Built distributions (wheels)
Total release size: 42.6 MB
Release files / ampal-2.1.1.tar.gz
| Download URL | ampal-2.1.1.tar.gz |
|---|---|
| Size | 2.6 MB |
| Tags | Source |
|
SHA-256 checksum How to use checksums |
e52228fd959c93006df6e61564da2f74401a3e719eeda103f66de6dd2ee4c3b9
|
|
BLAKE2b-256 checksum How to use checksums |
1301d39000cb9953aa39691100ef5c8f01d844e9efc7f553d7469dbde42a5aff
|
| 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 May 28, 2025.
Transparency logRelease files / ampal-2.1.1-cp313-cp313-win_amd64.whl
| Download URL | ampal-2.1.1-cp313-cp313-win_amd64.whl |
|---|---|
| Size | 482.6 kB |
| Tags | CPython 3.13 Windows x86-64 |
|
SHA-256 checksum How to use checksums |
704ee47057c8ab9bfa046209f9ccdbf7896164216c75dcfa9f04aeb0276130e6
|
|
BLAKE2b-256 checksum How to use checksums |
5daaa67d9422d3a7036fdccc10e0972c28687f13170c254d9dd7cfc5b1df63f5
|
| 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 May 28, 2025.
Transparency logRelease files / ampal-2.1.1-cp313-cp313-win32.whl
| Download URL | ampal-2.1.1-cp313-cp313-win32.whl |
|---|---|
| Size | 458.1 kB |
| Tags | CPython 3.13 Windows x86-32 |
|
SHA-256 checksum How to use checksums |
1b6520ec3c64870a6d1d13d4909ab3aa5db27984dabff2dafc769c88e58845cd
|
|
BLAKE2b-256 checksum How to use checksums |
6deb703be5727129d1a7c984adebee935b49b6d6da610b2d4067546dd238079a
|
| 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 May 28, 2025.
Transparency logRelease files / ampal-2.1.1-cp313-cp313-manylinux_2_17_aarch64.manylinux2014_aarch64.whl
| Download URL | ampal-2.1.1-cp313-cp313-manylinux_2_17_aarch64.manylinux2014_aarch64.whl |
|---|---|
| Size | 1.6 MB |
| Tags | CPython 3.13 Linux glibc 2.17+ ARM64 |
|
SHA-256 checksum How to use checksums |
14a0ac5d3719aa9b24f6f4453354a6b0af574c1ec4d68c4306591faffeb28b52
|
|
BLAKE2b-256 checksum How to use checksums |
9b0e4733616b52b498b7ba8bd6524ae6e6255ee09ccb67132d4b6137e4a41baf
|
| 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 May 28, 2025.
Transparency logRelease files / ampal-2.1.1-cp313-cp313-manylinux_2_5_x86_64.manylinux1_x86_64.manylinux_2_17_x86_64.manylinux2014_x86_64.whl
| Download URL | ampal-2.1.1-cp313-cp313-manylinux_2_5_x86_64.manylinux1_x86_64.manylinux_2_17_x86_64.manylinux2014_x86_64.whl |
|---|---|
| Size | 1.6 MB |
| Tags | CPython 3.13 Linux glibc 2.17+ x86-64 Linux glibc 2.5+ x86-64 |
|
SHA-256 checksum How to use checksums |
cd3885786a04658ba0ef4e66047df4299c8b2d1e6171bbc3f6f6b9c2b8fb0829
|
|
BLAKE2b-256 checksum How to use checksums |
d5b27eb6c8de3ef466c931be807da2b1f655d4a9c5be0f5044d8a72fc8cb966b
|
| 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 May 28, 2025.
Transparency logRelease files / ampal-2.1.1-cp313-cp313-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl
| Download URL | ampal-2.1.1-cp313-cp313-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl |
|---|---|
| Size | 1.5 MB |
| Tags | CPython 3.13 Linux glibc 2.17+ x86-32 Linux glibc 2.5+ x86-32 |
|
SHA-256 checksum How to use checksums |
de488d12b24bac8fdfb4eb33a294249132550dbd588ab49854bbf78e47f005be
|
|
BLAKE2b-256 checksum How to use checksums |
176f33d6c81ec2f12277f9623763d8949042ac5bf3eadcf2d0ac425cf0b6c465
|
| 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 May 28, 2025.
Transparency logRelease files / ampal-2.1.1-cp313-cp313-macosx_11_0_arm64.whl
| Download URL | ampal-2.1.1-cp313-cp313-macosx_11_0_arm64.whl |
|---|---|
| Size | 489.4 kB |
| Tags | CPython 3.13 macOS 11.0+ ARM64 |
|
SHA-256 checksum How to use checksums |
e743b35392102364ff459da0b1c5067d471f18321f9e0a7d6af5b755b01d7daf
|
|
BLAKE2b-256 checksum How to use checksums |
fd4c87c505c8fc6f0ee94e648e66e72885227a7259828f6ee6e8b04be8581d5d
|
| 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 May 28, 2025.
Transparency logRelease files / ampal-2.1.1-cp313-cp313-macosx_10_13_x86_64.whl
| Download URL | ampal-2.1.1-cp313-cp313-macosx_10_13_x86_64.whl |
|---|---|
| Size | 511.9 kB |
| Tags | CPython 3.13 macOS 10.13+ x86-64 |
|
SHA-256 checksum How to use checksums |
f0cbffd6dc4667cd08914003ba6f0e6afa5801e206fceedc80b68330a8bdf21c
|
|
BLAKE2b-256 checksum How to use checksums |
afa1842c744acb3768fbfaab3500e02c3cc061d7bd76d63eaff63423a0ec0bf2
|
| 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 May 28, 2025.
Transparency logRelease files / ampal-2.1.1-cp312-cp312-win_amd64.whl
| Download URL | ampal-2.1.1-cp312-cp312-win_amd64.whl |
|---|---|
| Size | 481.2 kB |
| Tags | CPython 3.12 Windows x86-64 |
|
SHA-256 checksum How to use checksums |
2e63b71f0937ab89488a31d9452ec5dce669752fd007f36f6769c9b09d7a47d5
|
|
BLAKE2b-256 checksum How to use checksums |
a8830c664405067106b46a5cb6b03b221edf4d906e929640810d7eeab89566c7
|
| 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 May 28, 2025.
Transparency logRelease files / ampal-2.1.1-cp312-cp312-win32.whl
| Download URL | ampal-2.1.1-cp312-cp312-win32.whl |
|---|---|
| Size | 458.7 kB |
| Tags | CPython 3.12 Windows x86-32 |
|
SHA-256 checksum How to use checksums |
986598eb1df21d89968fcd4a4f7871e9ea7ec5630796704cc5efe0abf079a8e2
|
|
BLAKE2b-256 checksum How to use checksums |
7cab003e90da7f193456f177b7c7a85870de16d31a7db3c92408b9590fea3d70
|
| 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 May 28, 2025.
Transparency logRelease files / ampal-2.1.1-cp312-cp312-manylinux_2_17_aarch64.manylinux2014_aarch64.whl
| Download URL | ampal-2.1.1-cp312-cp312-manylinux_2_17_aarch64.manylinux2014_aarch64.whl |
|---|---|
| Size | 1.6 MB |
| Tags | CPython 3.12 Linux glibc 2.17+ ARM64 |
|
SHA-256 checksum How to use checksums |
0ab043af6f6413a0667166426ff66275e491061a31fd2f0d2d603d9b257edfde
|
|
BLAKE2b-256 checksum How to use checksums |
936d9001f8aa891d8afef1d284e1bdd892c137d0d1cc6dd9b6b28f7a9c1db4cf
|
| 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 May 28, 2025.
Transparency logRelease files / ampal-2.1.1-cp312-cp312-manylinux_2_5_x86_64.manylinux1_x86_64.manylinux_2_17_x86_64.manylinux2014_x86_64.whl
| Download URL | ampal-2.1.1-cp312-cp312-manylinux_2_5_x86_64.manylinux1_x86_64.manylinux_2_17_x86_64.manylinux2014_x86_64.whl |
|---|---|
| Size | 1.6 MB |
| Tags | CPython 3.12 Linux glibc 2.17+ x86-64 Linux glibc 2.5+ x86-64 |
|
SHA-256 checksum How to use checksums |
590ad393da8dc74294de0c73bdab5a85234119f770faf9b89b5680634bba817e
|
|
BLAKE2b-256 checksum How to use checksums |
163dfd4f3532720ffd4f947f2b2e44d638672b66d13d1bf7258df2d188bcbac8
|
| 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 May 28, 2025.
Transparency logRelease files / ampal-2.1.1-cp312-cp312-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl
| Download URL | ampal-2.1.1-cp312-cp312-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl |
|---|---|
| Size | 1.5 MB |
| Tags | CPython 3.12 Linux glibc 2.17+ x86-32 Linux glibc 2.5+ x86-32 |
|
SHA-256 checksum How to use checksums |
c2ff038a53f467a567fa9912548c879a28f6cdedbda9d8f88f4d15c249a3b52f
|
|
BLAKE2b-256 checksum How to use checksums |
9b441f08255cfd3f834d0ef22b0c7c2ab07951280a4b2d71f8f15651be25810e
|
| 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 May 28, 2025.
Transparency logRelease files / ampal-2.1.1-cp312-cp312-macosx_11_0_arm64.whl
| Download URL | ampal-2.1.1-cp312-cp312-macosx_11_0_arm64.whl |
|---|---|
| Size | 490.4 kB |
| Tags | CPython 3.12 macOS 11.0+ ARM64 |
|
SHA-256 checksum How to use checksums |
4120fafc242a8e046819b3e66e6500f04c3c1d0687e6fe080b753b7978b745b9
|
|
BLAKE2b-256 checksum How to use checksums |
990d38f1e2f1bde7f9df493c9cf5f4d23c3b3438523fe966d343f6667ce7aef0
|
| 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 May 28, 2025.
Transparency logRelease files / ampal-2.1.1-cp312-cp312-macosx_10_13_x86_64.whl
| Download URL | ampal-2.1.1-cp312-cp312-macosx_10_13_x86_64.whl |
|---|---|
| Size | 513.0 kB |
| Tags | CPython 3.12 macOS 10.13+ x86-64 |
|
SHA-256 checksum How to use checksums |
f3c03a52bc98d412b8f4b472690e02c97e8d36a9ee49776432fd16c46b5d072a
|
|
BLAKE2b-256 checksum How to use checksums |
ec1e14deca21134c4d40fa3a963b7d2355c5bafb46ee387232709f98cdca5366
|
| 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 May 28, 2025.
Transparency logRelease files / ampal-2.1.1-cp311-cp311-win_amd64.whl
| Download URL | ampal-2.1.1-cp311-cp311-win_amd64.whl |
|---|---|
| Size | 486.3 kB |
| Tags | CPython 3.11 Windows x86-64 |
|
SHA-256 checksum How to use checksums |
f297c379943ae3a6f2585396bdf928030dfb809cd871bab4780cca4681903b7a
|
|
BLAKE2b-256 checksum How to use checksums |
7a976024d03d26c89b7dc4d83275ea1b81cce33be0ebf6aaaf56d200a0275002
|
| 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 May 28, 2025.
Transparency logRelease files / ampal-2.1.1-cp311-cp311-win32.whl
| Download URL | ampal-2.1.1-cp311-cp311-win32.whl |
|---|---|
| Size | 464.6 kB |
| Tags | CPython 3.11 Windows x86-32 |
|
SHA-256 checksum How to use checksums |
dfa5d78fd6c0305cdf36b270923c21078b523613ffc78df38f3941e9458c3b39
|
|
BLAKE2b-256 checksum How to use checksums |
dc41528c11ce7c1efbf9703594ca18046acd74d54ffdbe900737155b0c3dbe08
|
| 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 May 28, 2025.
Transparency logRelease files / ampal-2.1.1-cp311-cp311-manylinux_2_17_x86_64.manylinux2014_x86_64.whl
| Download URL | ampal-2.1.1-cp311-cp311-manylinux_2_17_x86_64.manylinux2014_x86_64.whl |
|---|---|
| Size | 1.7 MB |
| Tags | CPython 3.11 Linux glibc 2.17+ x86-64 |
|
SHA-256 checksum How to use checksums |
cdbb9545138e1647dbb28d669af79ec09f239d4f36cea470920b965ffa3de275
|
|
BLAKE2b-256 checksum How to use checksums |
fbcf4517dea18b522bcab6a3966af50f4cd89f89e50d83a767edcfd23c4cb508
|
| 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 May 28, 2025.
Transparency logRelease files / ampal-2.1.1-cp311-cp311-manylinux_2_17_aarch64.manylinux2014_aarch64.whl
| Download URL | ampal-2.1.1-cp311-cp311-manylinux_2_17_aarch64.manylinux2014_aarch64.whl |
|---|---|
| Size | 1.6 MB |
| Tags | CPython 3.11 Linux glibc 2.17+ ARM64 |
|
SHA-256 checksum How to use checksums |
4a35ae3d907a68770d9e87a666b57ee093a0e8bab79887696317f613cdf77715
|
|
BLAKE2b-256 checksum How to use checksums |
15602f683c90d110ec69badbe64be1d75ee4410b0bf98df7fbfac749e9a3b31a
|
| 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 May 28, 2025.
Transparency logRelease files / ampal-2.1.1-cp311-cp311-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl
| Download URL | ampal-2.1.1-cp311-cp311-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl |
|---|---|
| Size | 1.6 MB |
| Tags | CPython 3.11 Linux glibc 2.17+ x86-32 Linux glibc 2.5+ x86-32 |
|
SHA-256 checksum How to use checksums |
58f2ee92bb32a48043b552137a60eecd3e0bcb482983ccdab3813dafa7794218
|
|
BLAKE2b-256 checksum How to use checksums |
c4abd71290d4610a6b8130de7ad7bf566b0d7cc5070deec8eb96616d84b3651e
|
| 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 May 28, 2025.
Transparency logRelease files / ampal-2.1.1-cp311-cp311-macosx_11_0_arm64.whl
| Download URL | ampal-2.1.1-cp311-cp311-macosx_11_0_arm64.whl |
|---|---|
| Size | 493.0 kB |
| Tags | CPython 3.11 macOS 11.0+ ARM64 |
|
SHA-256 checksum How to use checksums |
859d106dffa7e1dc8ee12e66a2b9af3e1dd7d7004b8d47ecac1aeae536df7a97
|
|
BLAKE2b-256 checksum How to use checksums |
673a00a98329551a884944ea2f6f6bab83f361a6db6d5f50d74c90659bb935ba
|
| 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 May 28, 2025.
Transparency logRelease files / ampal-2.1.1-cp311-cp311-macosx_10_9_x86_64.whl
| Download URL | ampal-2.1.1-cp311-cp311-macosx_10_9_x86_64.whl |
|---|---|
| Size | 516.3 kB |
| Tags | CPython 3.11 macOS 10.9+ x86-64 |
|
SHA-256 checksum How to use checksums |
a76e3b8516e3368d21005c7b76adaf35ffa89c343044557c21c3bcdd71004cb6
|
|
BLAKE2b-256 checksum How to use checksums |
78134cdd004407f60d7ef17f5cf83e244ae11fc759efee1d6826457253bdb450
|
| 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 May 28, 2025.
Transparency logRelease files / ampal-2.1.1-cp310-cp310-win_amd64.whl
| Download URL | ampal-2.1.1-cp310-cp310-win_amd64.whl |
|---|---|
| Size | 486.1 kB |
| Tags | CPython 3.10 Windows x86-64 |
|
SHA-256 checksum How to use checksums |
fd277e4bc1868bc633ddbf5f2cdd3eaf1764a69f23004c61cc5b67a2c257e6e3
|
|
BLAKE2b-256 checksum How to use checksums |
fa47015d140de4e7a417927c970ecbe44516801a36b34b992c6d7313fdf287fb
|
| 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 May 28, 2025.
Transparency logRelease files / ampal-2.1.1-cp310-cp310-win32.whl
| Download URL | ampal-2.1.1-cp310-cp310-win32.whl |
|---|---|
| Size | 464.9 kB |
| Tags | CPython 3.10 Windows x86-32 |
|
SHA-256 checksum How to use checksums |
0fac71a7df9ac9aea8469d6662c4289360548ab980110d6da1541bc10c50fa3b
|
|
BLAKE2b-256 checksum How to use checksums |
bd661864868657ee360458467d02d04d684444925c2b9b30d1827454b37a5f76
|
| 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 May 28, 2025.
Transparency logRelease files / ampal-2.1.1-cp310-cp310-manylinux_2_17_x86_64.manylinux2014_x86_64.whl
| Download URL | ampal-2.1.1-cp310-cp310-manylinux_2_17_x86_64.manylinux2014_x86_64.whl |
|---|---|
| Size | 1.6 MB |
| Tags | CPython 3.10 Linux glibc 2.17+ x86-64 |
|
SHA-256 checksum How to use checksums |
a85afcf03ce8438a385adfe719a7277cb56435f1aba39b454fdc3f450214699e
|
|
BLAKE2b-256 checksum How to use checksums |
5aa09273f352cf4f30603519046fbc39008f665cde82c28d42f4eb178d5a7844
|
| 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 May 28, 2025.
Transparency logRelease files / ampal-2.1.1-cp310-cp310-manylinux_2_17_aarch64.manylinux2014_aarch64.whl
| Download URL | ampal-2.1.1-cp310-cp310-manylinux_2_17_aarch64.manylinux2014_aarch64.whl |
|---|---|
| Size | 1.6 MB |
| Tags | CPython 3.10 Linux glibc 2.17+ ARM64 |
|
SHA-256 checksum How to use checksums |
679e8ee8845c1c066273aac9d9be966de2e80ee3508bd4cb8ce825497abfc51a
|
|
BLAKE2b-256 checksum How to use checksums |
9114960ce66a899774e5d4c8d51208e28a645e508e1cdd7e3579ca82ea8c237c
|
| 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 May 28, 2025.
Transparency logRelease files / ampal-2.1.1-cp310-cp310-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl
| Download URL | ampal-2.1.1-cp310-cp310-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl |
|---|---|
| Size | 1.5 MB |
| Tags | CPython 3.10 Linux glibc 2.17+ x86-32 Linux glibc 2.5+ x86-32 |
|
SHA-256 checksum How to use checksums |
f722e8bc09ef97dd8a8dddb6b713c037045047293bb8d63783f03f2d6d27a0a1
|
|
BLAKE2b-256 checksum How to use checksums |
9f3b8d99efb3a6daa5e544a079f99d75620e43b3acdf4ada6e77afc8a17e8987
|
| 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 May 28, 2025.
Transparency logRelease files / ampal-2.1.1-cp310-cp310-macosx_11_0_arm64.whl
| Download URL | ampal-2.1.1-cp310-cp310-macosx_11_0_arm64.whl |
|---|---|
| Size | 491.3 kB |
| Tags | CPython 3.10 macOS 11.0+ ARM64 |
|
SHA-256 checksum How to use checksums |
18c9a8c4108010435cb402b04e4646ab096ed07c13d619db1848eb0517afc5a5
|
|
BLAKE2b-256 checksum How to use checksums |
0fa1c16d4cac1082f9febbafb9a4c01343b43799d7139973ea9d0bafc3ff7ce7
|
| 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 May 28, 2025.
Transparency logRelease files / ampal-2.1.1-cp310-cp310-macosx_10_9_x86_64.whl
| Download URL | ampal-2.1.1-cp310-cp310-macosx_10_9_x86_64.whl |
|---|---|
| Size | 515.6 kB |
| Tags | CPython 3.10 macOS 10.9+ x86-64 |
|
SHA-256 checksum How to use checksums |
22d06703d0c531131085606c531eab3b90ba03a33b33c27feb7044669cf64d60
|
|
BLAKE2b-256 checksum How to use checksums |
046a8d0a9a1e7063210146df2207fd2ced8a49da081b10563d3aa8a536ad59dd
|
| 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 May 28, 2025.
Transparency logRelease files / ampal-2.1.1-cp39-cp39-win_amd64.whl
| Download URL | ampal-2.1.1-cp39-cp39-win_amd64.whl |
|---|---|
| Size | 486.4 kB |
| Tags | CPython 3.9 Windows x86-64 |
|
SHA-256 checksum How to use checksums |
eca8d0a9e9113468baace1700a52eb6004212a2db3cf9d97c409a65eb3ecb7c8
|
|
BLAKE2b-256 checksum How to use checksums |
ef898451928bb185b23d6784ceb2facc5096076dad83192f85267d968dab6398
|
| 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 May 28, 2025.
Transparency logRelease files / ampal-2.1.1-cp39-cp39-win32.whl
| Download URL | ampal-2.1.1-cp39-cp39-win32.whl |
|---|---|
| Size | 465.2 kB |
| Tags | CPython 3.9 Windows x86-32 |
|
SHA-256 checksum How to use checksums |
b018e35f5534f5ca54a0e50562788257f2f46eb14d66435d6dbe2848c7081f71
|
|
BLAKE2b-256 checksum How to use checksums |
6053d1ed87d1d9c3380ed234dd49763c683df7df715c2cb2e8ff27d93fb570f2
|
| 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 May 28, 2025.
Transparency logRelease files / ampal-2.1.1-cp39-cp39-manylinux_2_17_x86_64.manylinux2014_x86_64.whl
| Download URL | ampal-2.1.1-cp39-cp39-manylinux_2_17_x86_64.manylinux2014_x86_64.whl |
|---|---|
| Size | 1.6 MB |
| Tags | CPython 3.9 Linux glibc 2.17+ x86-64 |
|
SHA-256 checksum How to use checksums |
09d3052ce42b0bc40838a3e68687113adc073fa0a4c36438057e546e4c90f0c2
|
|
BLAKE2b-256 checksum How to use checksums |
a0ae64b6788ce93e7083991c8df7a816a47b13a62befa6dd9ecfc070a4c26c74
|
| 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 May 28, 2025.
Transparency logRelease files / ampal-2.1.1-cp39-cp39-manylinux_2_17_aarch64.manylinux2014_aarch64.whl
| Download URL | ampal-2.1.1-cp39-cp39-manylinux_2_17_aarch64.manylinux2014_aarch64.whl |
|---|---|
| Size | 1.5 MB |
| Tags | CPython 3.9 Linux glibc 2.17+ ARM64 |
|
SHA-256 checksum How to use checksums |
739a2d0fcbca88f60a6a6810e987d2f1a6f12347f21cf80f3473c777de3afda6
|
|
BLAKE2b-256 checksum How to use checksums |
77c250a26263e7d87f0c917befee05b8cd1923e66f762d4e0ffa383f79fb4651
|
| 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 May 28, 2025.
Transparency logRelease files / ampal-2.1.1-cp39-cp39-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl
| Download URL | ampal-2.1.1-cp39-cp39-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl |
|---|---|
| Size | 1.5 MB |
| Tags | CPython 3.9 Linux glibc 2.17+ x86-32 Linux glibc 2.5+ x86-32 |
|
SHA-256 checksum How to use checksums |
2acaae262c80297f4b2ead7aba38af58f211d7e1770f6c6a86cb196a5980aca1
|
|
BLAKE2b-256 checksum How to use checksums |
066aeba3456a34593e483909f1d71ab51c0b356ae225a4b0a49313a9bf3eeeb4
|
| 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 May 28, 2025.
Transparency logRelease files / ampal-2.1.1-cp39-cp39-macosx_11_0_arm64.whl
| Download URL | ampal-2.1.1-cp39-cp39-macosx_11_0_arm64.whl |
|---|---|
| Size | 491.9 kB |
| Tags | CPython 3.9 macOS 11.0+ ARM64 |
|
SHA-256 checksum How to use checksums |
94cb4de2cf6ed642aeac6e8caee68ab97ac51808ed02355b5cf365dbee301304
|
|
BLAKE2b-256 checksum How to use checksums |
96b648af4a62a1edaff0cdda2f699dcc1ee514f1394bfee964d3b507a167eb22
|
| 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 May 28, 2025.
Transparency logRelease files / ampal-2.1.1-cp39-cp39-macosx_10_9_x86_64.whl
| Download URL | ampal-2.1.1-cp39-cp39-macosx_10_9_x86_64.whl |
|---|---|
| Size | 516.2 kB |
| Tags | CPython 3.9 macOS 10.9+ x86-64 |
|
SHA-256 checksum How to use checksums |
b047aa2ddac7ff33e90d700eaa9d7c1b3acfe36c6309a62683a8c4b30917be8a
|
|
BLAKE2b-256 checksum How to use checksums |
0f629c223526ec720e83836dc77add3ac5db372b6f485a98d1a515c4e6dff117
|
| 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 May 28, 2025.
Transparency logRelease files / ampal-2.1.1-cp38-cp38-win_amd64.whl
| Download URL | ampal-2.1.1-cp38-cp38-win_amd64.whl |
|---|---|
| Size | 487.4 kB |
| Tags | CPython 3.8 Windows x86-64 |
|
SHA-256 checksum How to use checksums |
0fd60f106d2394f97ad9003121e6b84db4a78ee21e9efc4665c7ddc76c6538d2
|
|
BLAKE2b-256 checksum How to use checksums |
70bae83bc2e4d1c43322f372b31658ff7ebf8ae0a47249d3ba98d88a4bb240d8
|
| 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 May 28, 2025.
Transparency logRelease files / ampal-2.1.1-cp38-cp38-win32.whl
| Download URL | ampal-2.1.1-cp38-cp38-win32.whl |
|---|---|
| Size | 466.6 kB |
| Tags | CPython 3.8 Windows x86-32 |
|
SHA-256 checksum How to use checksums |
304e17310d9aba31544f5bc778c7a6427eb6f914c81368ada9d545c3e99e0329
|
|
BLAKE2b-256 checksum How to use checksums |
ef1fc9a869a3cb889e6a7b6b92aa1bcecbe56e095235dcb5cff6d2bc6d68c089
|
| 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 May 28, 2025.
Transparency logRelease files / ampal-2.1.1-cp38-cp38-manylinux_2_17_x86_64.manylinux2014_x86_64.whl
| Download URL | ampal-2.1.1-cp38-cp38-manylinux_2_17_x86_64.manylinux2014_x86_64.whl |
|---|---|
| Size | 1.6 MB |
| Tags | CPython 3.8 Linux glibc 2.17+ x86-64 |
|
SHA-256 checksum How to use checksums |
03cb879535dac1e6588fae2615f79d287bfc9b3f36dd3bc6f1700e5c5f2180c9
|
|
BLAKE2b-256 checksum How to use checksums |
1967da56c2a5e1cb967d2137794db532587c5c7a9b402fb0ef86a91aa1282804
|
| 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 May 28, 2025.
Transparency logRelease files / ampal-2.1.1-cp38-cp38-manylinux_2_17_aarch64.manylinux2014_aarch64.whl
| Download URL | ampal-2.1.1-cp38-cp38-manylinux_2_17_aarch64.manylinux2014_aarch64.whl |
|---|---|
| Size | 1.6 MB |
| Tags | CPython 3.8 Linux glibc 2.17+ ARM64 |
|
SHA-256 checksum How to use checksums |
a5fbb0fc87cf978feb0b63bc62d07f43f47837641fe255fc741e87e84ffe23d7
|
|
BLAKE2b-256 checksum How to use checksums |
c6f561ec86e01b82e9896f6796f0905d3cf7ac8a4cdfcb2416fd7b02c2ad839a
|
| 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 May 28, 2025.
Transparency logRelease files / ampal-2.1.1-cp38-cp38-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl
| Download URL | ampal-2.1.1-cp38-cp38-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl |
|---|---|
| Size | 1.6 MB |
| Tags | CPython 3.8 Linux glibc 2.17+ x86-32 Linux glibc 2.5+ x86-32 |
|
SHA-256 checksum How to use checksums |
c83ad415660775f627c1c59830240b63f1826491960a5ef69c46b119011a62e6
|
|
BLAKE2b-256 checksum How to use checksums |
83dbd8ce7123361cebb6221b757b91dc768e461ae064f567ef616e05f3e949fe
|
| 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 May 28, 2025.
Transparency logRelease files / ampal-2.1.1-cp38-cp38-macosx_11_0_arm64.whl
| Download URL | ampal-2.1.1-cp38-cp38-macosx_11_0_arm64.whl |
|---|---|
| Size | 493.0 kB |
| Tags | CPython 3.8 macOS 11.0+ ARM64 |
|
SHA-256 checksum How to use checksums |
4c5a3328c5c162588197d82683fd3840cb4ab873df9a7aa6e72214085989f49d
|
|
BLAKE2b-256 checksum How to use checksums |
162a4967ea7322d4e2a998a466849e3b0865dd54e37e8264aad3a7ad9b8add74
|
| 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 May 28, 2025.
Transparency logRelease files / ampal-2.1.1-cp38-cp38-macosx_10_9_x86_64.whl
| Download URL | ampal-2.1.1-cp38-cp38-macosx_10_9_x86_64.whl |
|---|---|
| Size | 516.6 kB |
| Tags | CPython 3.8 macOS 10.9+ x86-64 |
|
SHA-256 checksum How to use checksums |
50b1eb45cb96c02af69f717bc10358f8a3857ccafb54c78716fe97c198080733
|
|
BLAKE2b-256 checksum How to use checksums |
487ae1c734ac20c6f37d0e8abaf9ecb193b95768d0c5adc1cdaed4d78565b5bc
|
| 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 May 28, 2025.
Transparency logSecurity for ampal 2.1.1
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.
Attestation for ampal-2.1.1.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 May 28, 2025.
Transparency logA 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.