pyrol
pyrol is a wrapper for the Trilinos ROL library using pybind11. It also supports serialisation of in-progress optimisation using cereal.
Installation
pyrol will build a compatible version of the Trilinos shared library
as part of its build process. For this, a C++ compiler, CMake, BLAS
and LAPACK implementations are all required. With these components in
place, installation should be as simple as pip install. For more
complicated environments, CMake arguments can be provided through the
CMAKE_ARGS environment variable.
License
PyROL is free software: you can redistribute it and/or modify it under the terms of the GNU Lesser General Public License as published by the Free Software Foundation, either version 3 of the License, or (at your option) any later version. PyROL is distributed in the hope that it will be useful, but WITHOUT ANY WARRANTY; without even the implied warranty of MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the GNU Lesser General Public License for more details. You should have received a copy of the GNU Lesser General Public License along with PyROL. If not, see http://www.gnu.org/licenses/.
Metadata
Release files for pyroltrilinos 0.5.7
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 |
|---|---|---|---|---|
| pyroltrilinos-0.5.7.tar.gz | 1.2 MB | With provenance | Details for pyroltrilinos-0.5.7.tar.gz |
Built distributions (wheels)
Total release size: 279.1 MB
Release files / pyroltrilinos-0.5.7.tar.gz
| Download URL | pyroltrilinos-0.5.7.tar.gz |
|---|---|
| Size | 1.2 MB |
| Tags | Source |
|
SHA-256 checksum How to use checksums |
f645db9ed7fab385aebbe0b043baabb2872e34c2b88de764cb0c22074b749de6
|
|
BLAKE2b-256 checksum How to use checksums |
df69b5f02fe80bb5c8cd4beae7aa2b0bf55cf1bdab8e8d614d4a09b728b5a30c
|
| Upload date | |
|
Uploaded using Trusted Publishing? What is trusted publishing? |
Yes |
| Uploaded via |
twine/7.0.0 CPython/3.13.16
|
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 Oct 29, 2026.
Transparency logRelease files / pyroltrilinos-0.5.7-cp313-cp313-musllinux_1_2_x86_64.whl
| Download URL | pyroltrilinos-0.5.7-cp313-cp313-musllinux_1_2_x86_64.whl |
|---|---|
| Size | 20.0 MB |
| Tags | CPython 3.13 Linux musl 1.2+ x86-64 |
|
SHA-256 checksum How to use checksums |
9ee92b3a451a070ccffde709bd1a8480b2b8ec09406e43c0cffa531b0dfff910
|
|
BLAKE2b-256 checksum How to use checksums |
098f655c9e878e1bb622a71f24b966687d2de8ffac319dd8556b16f2addb4b73
|
| Upload date | |
|
Uploaded using Trusted Publishing? What is trusted publishing? |
Yes |
| Uploaded via |
twine/7.0.0 CPython/3.13.16
|
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 Oct 29, 2026.
Transparency logRelease files / pyroltrilinos-0.5.7-cp313-cp313-manylinux_2_27_x86_64.manylinux_2_28_x86_64.whl
| Download URL | pyroltrilinos-0.5.7-cp313-cp313-manylinux_2_27_x86_64.manylinux_2_28_x86_64.whl |
|---|---|
| Size | 19.0 MB |
| Tags | CPython 3.13 Linux glibc 2.27+ x86-64 Linux glibc 2.28+ x86-64 |
|
SHA-256 checksum How to use checksums |
6e946f6825f5f3bb50b34219ca8f59c99d8cdfb4e2adc301374275bf0e78ddc3
|
|
BLAKE2b-256 checksum How to use checksums |
4cd855a0fb3f8701db57470e359834a3eeb746cd7f2f0112784cef985901460c
|
| Upload date | |
|
Uploaded using Trusted Publishing? What is trusted publishing? |
Yes |
| Uploaded via |
twine/7.0.0 CPython/3.13.16
|
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 Oct 29, 2026.
Transparency logRelease files / pyroltrilinos-0.5.7-cp313-cp313-macosx_26_0_arm64.whl
| Download URL | pyroltrilinos-0.5.7-cp313-cp313-macosx_26_0_arm64.whl |
|---|---|
| Size | 7.4 MB |
| Tags | CPython 3.13 macOS 26.0+ ARM64 |
|
SHA-256 checksum How to use checksums |
c18bfa19d758a2f17e62311e8a4e9946f1ef0a4666c6575b94089a9d8bc68ff6
|
|
BLAKE2b-256 checksum How to use checksums |
6bbf42bc0b5c34244c589fdbf05f2922953b068bbddfc82954fe51788f029469
|
| Upload date | |
|
Uploaded using Trusted Publishing? What is trusted publishing? |
Yes |
| Uploaded via |
twine/7.0.0 CPython/3.13.16
|
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 Oct 29, 2026.
Transparency logRelease files / pyroltrilinos-0.5.7-cp312-cp312-musllinux_1_2_x86_64.whl
| Download URL | pyroltrilinos-0.5.7-cp312-cp312-musllinux_1_2_x86_64.whl |
|---|---|
| Size | 20.0 MB |
| Tags | CPython 3.12 Linux musl 1.2+ x86-64 |
|
SHA-256 checksum How to use checksums |
b283647f9c0946da555495f02ebb875d6ea8314c57e3bba2d6898ddd1aa471f5
|
|
BLAKE2b-256 checksum How to use checksums |
2a3a31a25cf8f720204059b28d1fbff91cccac7d6e2e26dce12925bd64b617e0
|
| Upload date | |
|
Uploaded using Trusted Publishing? What is trusted publishing? |
Yes |
| Uploaded via |
twine/7.0.0 CPython/3.13.16
|
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 Oct 29, 2026.
Transparency logRelease files / pyroltrilinos-0.5.7-cp312-cp312-manylinux_2_27_x86_64.manylinux_2_28_x86_64.whl
| Download URL | pyroltrilinos-0.5.7-cp312-cp312-manylinux_2_27_x86_64.manylinux_2_28_x86_64.whl |
|---|---|
| Size | 19.0 MB |
| Tags | CPython 3.12 Linux glibc 2.27+ x86-64 Linux glibc 2.28+ x86-64 |
|
SHA-256 checksum How to use checksums |
dbda886e19449ceb3c5bea16607f7a5469fdaff5b7c28ffc5dd385946d7cc0d5
|
|
BLAKE2b-256 checksum How to use checksums |
6250b52d6168a12e927c9ad688699c489843a99f253ca2f3ff6f384e749c4ae8
|
| Upload date | |
|
Uploaded using Trusted Publishing? What is trusted publishing? |
Yes |
| Uploaded via |
twine/7.0.0 CPython/3.13.16
|
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 Oct 29, 2026.
Transparency logRelease files / pyroltrilinos-0.5.7-cp312-cp312-macosx_26_0_arm64.whl
| Download URL | pyroltrilinos-0.5.7-cp312-cp312-macosx_26_0_arm64.whl |
|---|---|
| Size | 7.4 MB |
| Tags | CPython 3.12 macOS 26.0+ ARM64 |
|
SHA-256 checksum How to use checksums |
5ecb22104fee7f188995a7f72ab8f5d6e679364195db21278f7b1f5caae35b86
|
|
BLAKE2b-256 checksum How to use checksums |
003c8fc2c67298179d9d6d8b8cde86cb1c6fd0da10787483db9ab2a076061574
|
| Upload date | |
|
Uploaded using Trusted Publishing? What is trusted publishing? |
Yes |
| Uploaded via |
twine/7.0.0 CPython/3.13.16
|
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 Oct 29, 2026.
Transparency logRelease files / pyroltrilinos-0.5.7-cp311-cp311-musllinux_1_2_x86_64.whl
| Download URL | pyroltrilinos-0.5.7-cp311-cp311-musllinux_1_2_x86_64.whl |
|---|---|
| Size | 20.0 MB |
| Tags | CPython 3.11 Linux musl 1.2+ x86-64 |
|
SHA-256 checksum How to use checksums |
93f75f5dac6da25cd7b4c7844a4e261225045dd22523584a4a637a8770f94f02
|
|
BLAKE2b-256 checksum How to use checksums |
626b02af1a1585c17c4a52d8221381ea902047d19a70bee87bc438debd80a1c1
|
| Upload date | |
|
Uploaded using Trusted Publishing? What is trusted publishing? |
Yes |
| Uploaded via |
twine/7.0.0 CPython/3.13.16
|
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 Oct 29, 2026.
Transparency logRelease files / pyroltrilinos-0.5.7-cp311-cp311-manylinux_2_27_x86_64.manylinux_2_28_x86_64.whl
| Download URL | pyroltrilinos-0.5.7-cp311-cp311-manylinux_2_27_x86_64.manylinux_2_28_x86_64.whl |
|---|---|
| Size | 19.0 MB |
| Tags | CPython 3.11 Linux glibc 2.27+ x86-64 Linux glibc 2.28+ x86-64 |
|
SHA-256 checksum How to use checksums |
836dae26db99776b0085862e05c3a87a8e09b2c2303c46c6ef2387cacdd1d833
|
|
BLAKE2b-256 checksum How to use checksums |
fc8ee8b7ba36cc83f65954fbba9968331a9d2699c4b283a095df028c7c7a5c25
|
| Upload date | |
|
Uploaded using Trusted Publishing? What is trusted publishing? |
Yes |
| Uploaded via |
twine/7.0.0 CPython/3.13.16
|
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 Oct 29, 2026.
Transparency logRelease files / pyroltrilinos-0.5.7-cp311-cp311-macosx_26_0_arm64.whl
| Download URL | pyroltrilinos-0.5.7-cp311-cp311-macosx_26_0_arm64.whl |
|---|---|
| Size | 7.4 MB |
| Tags | CPython 3.11 macOS 26.0+ ARM64 |
|
SHA-256 checksum How to use checksums |
bc5f8575e16ba148bd14d86cf71a6476ce25c1a09181b706de99d8ebf95847d2
|
|
BLAKE2b-256 checksum How to use checksums |
c6666f31386d1fefeee7ed66b261450b29e2e26e46681a584deeaaac5761f6f9
|
| Upload date | |
|
Uploaded using Trusted Publishing? What is trusted publishing? |
Yes |
| Uploaded via |
twine/7.0.0 CPython/3.13.16
|
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 Oct 29, 2026.
Transparency logRelease files / pyroltrilinos-0.5.7-cp310-cp310-musllinux_1_2_x86_64.whl
| Download URL | pyroltrilinos-0.5.7-cp310-cp310-musllinux_1_2_x86_64.whl |
|---|---|
| Size | 20.0 MB |
| Tags | CPython 3.10 Linux musl 1.2+ x86-64 |
|
SHA-256 checksum How to use checksums |
a2f20d84bf4b5cf7e43203a48d151f4c1f269dba4b6472f589393483b7b38185
|
|
BLAKE2b-256 checksum How to use checksums |
dd388baf38182f8beb2ce20ac631201af4d66962bf14c354b699afd0246eb583
|
| Upload date | |
|
Uploaded using Trusted Publishing? What is trusted publishing? |
Yes |
| Uploaded via |
twine/7.0.0 CPython/3.13.16
|
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 Oct 29, 2026.
Transparency logRelease files / pyroltrilinos-0.5.7-cp310-cp310-manylinux_2_27_x86_64.manylinux_2_28_x86_64.whl
| Download URL | pyroltrilinos-0.5.7-cp310-cp310-manylinux_2_27_x86_64.manylinux_2_28_x86_64.whl |
|---|---|
| Size | 19.0 MB |
| Tags | CPython 3.10 Linux glibc 2.27+ x86-64 Linux glibc 2.28+ x86-64 |
|
SHA-256 checksum How to use checksums |
cff45b691c63f26c4164ad9c705eb0ae54a1ece4725c74242e566d7ffd60a1eb
|
|
BLAKE2b-256 checksum How to use checksums |
23088dcad4d35c9b2fe2c22c24e9f316adf75137127dc227fb52fc368d5c3ad9
|
| Upload date | |
|
Uploaded using Trusted Publishing? What is trusted publishing? |
Yes |
| Uploaded via |
twine/7.0.0 CPython/3.13.16
|
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 Oct 29, 2026.
Transparency logRelease files / pyroltrilinos-0.5.7-cp310-cp310-macosx_26_0_arm64.whl
| Download URL | pyroltrilinos-0.5.7-cp310-cp310-macosx_26_0_arm64.whl |
|---|---|
| Size | 7.4 MB |
| Tags | CPython 3.10 macOS 26.0+ ARM64 |
|
SHA-256 checksum How to use checksums |
31d726023331d69b170f9dd16681631d24301e96ef5d7b9ee254487803c7b305
|
|
BLAKE2b-256 checksum How to use checksums |
2d323a14771c059bb1b12d354dcd94ea00ca327355d59c5b35590dbe0bb87d8f
|
| Upload date | |
|
Uploaded using Trusted Publishing? What is trusted publishing? |
Yes |
| Uploaded via |
twine/7.0.0 CPython/3.13.16
|
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 Oct 29, 2026.
Transparency logRelease files / pyroltrilinos-0.5.7-cp39-cp39-musllinux_1_2_x86_64.whl
| Download URL | pyroltrilinos-0.5.7-cp39-cp39-musllinux_1_2_x86_64.whl |
|---|---|
| Size | 20.0 MB |
| Tags | CPython 3.9 Linux musl 1.2+ x86-64 |
|
SHA-256 checksum How to use checksums |
2bddfda7162d82094170600352d64d6d9f72fb2fbed4975e64f670eedd5a670c
|
|
BLAKE2b-256 checksum How to use checksums |
cdb04ad57cf72285293450443e87d53413dc25e48ee449c95de975fc3046b902
|
| Upload date | |
|
Uploaded using Trusted Publishing? What is trusted publishing? |
Yes |
| Uploaded via |
twine/7.0.0 CPython/3.13.16
|
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 Oct 29, 2026.
Transparency logRelease files / pyroltrilinos-0.5.7-cp39-cp39-manylinux_2_27_x86_64.manylinux_2_28_x86_64.whl
| Download URL | pyroltrilinos-0.5.7-cp39-cp39-manylinux_2_27_x86_64.manylinux_2_28_x86_64.whl |
|---|---|
| Size | 19.0 MB |
| Tags | CPython 3.9 Linux glibc 2.27+ x86-64 Linux glibc 2.28+ x86-64 |
|
SHA-256 checksum How to use checksums |
a866d9f5229aee3eccfb38d64beafac06ed80fa8287d51892007c749867f4e61
|
|
BLAKE2b-256 checksum How to use checksums |
560e3f06fd16bcf7f8ac1178685dee4318aa50ac868edef766631e0f8cc5b9e4
|
| Upload date | |
|
Uploaded using Trusted Publishing? What is trusted publishing? |
Yes |
| Uploaded via |
twine/7.0.0 CPython/3.13.16
|
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 Oct 29, 2026.
Transparency logRelease files / pyroltrilinos-0.5.7-cp39-cp39-macosx_26_0_arm64.whl
| Download URL | pyroltrilinos-0.5.7-cp39-cp39-macosx_26_0_arm64.whl |
|---|---|
| Size | 7.4 MB |
| Tags | CPython 3.9 macOS 26.0+ ARM64 |
|
SHA-256 checksum How to use checksums |
7fcc674b3a9f5188bce433abdf0690164cbed2280fded3c771292a4f76d27e65
|
|
BLAKE2b-256 checksum How to use checksums |
2224d2a241d34caf051bbefb396d3edaa20c9f9550d5e220733e25cbcb6329e2
|
| Upload date | |
|
Uploaded using Trusted Publishing? What is trusted publishing? |
Yes |
| Uploaded via |
twine/7.0.0 CPython/3.13.16
|
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 Oct 29, 2026.
Transparency logRelease files / pyroltrilinos-0.5.7-cp38-cp38-musllinux_1_2_x86_64.whl
| Download URL | pyroltrilinos-0.5.7-cp38-cp38-musllinux_1_2_x86_64.whl |
|---|---|
| Size | 20.0 MB |
| Tags | CPython 3.8 Linux musl 1.2+ x86-64 |
|
SHA-256 checksum How to use checksums |
dd0ead0b36e8b7766b98b5614462727b206b5c21d8ddbc282597cc47e617ab0e
|
|
BLAKE2b-256 checksum How to use checksums |
042ba5f49fc8ea7a49cccf9765a12ca35aa5feb22d792738c2eb0b4dfbb94b68
|
| Upload date | |
|
Uploaded using Trusted Publishing? What is trusted publishing? |
Yes |
| Uploaded via |
twine/7.0.0 CPython/3.13.16
|
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 Oct 29, 2026.
Transparency logRelease files / pyroltrilinos-0.5.7-cp38-cp38-manylinux_2_27_x86_64.manylinux_2_28_x86_64.whl
| Download URL | pyroltrilinos-0.5.7-cp38-cp38-manylinux_2_27_x86_64.manylinux_2_28_x86_64.whl |
|---|---|
| Size | 19.0 MB |
| Tags | CPython 3.8 Linux glibc 2.27+ x86-64 Linux glibc 2.28+ x86-64 |
|
SHA-256 checksum How to use checksums |
bcd72844876a50ec0a2790573ac116b8eca11eaa00ae2dc6b1002dae7e3eb7c5
|
|
BLAKE2b-256 checksum How to use checksums |
5e8ed9bceca44623adf79e1741c893c92db4949690b694c67902d7a6634a8c92
|
| Upload date | |
|
Uploaded using Trusted Publishing? What is trusted publishing? |
Yes |
| Uploaded via |
twine/7.0.0 CPython/3.13.16
|
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 Oct 29, 2026.
Transparency logRelease files / pyroltrilinos-0.5.7-cp38-cp38-macosx_26_0_arm64.whl
| Download URL | pyroltrilinos-0.5.7-cp38-cp38-macosx_26_0_arm64.whl |
|---|---|
| Size | 7.4 MB |
| Tags | CPython 3.8 macOS 26.0+ ARM64 |
|
SHA-256 checksum How to use checksums |
e11499af4c4970302e882baf72f012e096183e9d444ec220af3963519bc4f49e
|
|
BLAKE2b-256 checksum How to use checksums |
877d8488aae8809de003fb4a9b978dfeb7f6f1c0394b7a412431dfaf68eb2947
|
| Upload date | |
|
Uploaded using Trusted Publishing? What is trusted publishing? |
Yes |
| Uploaded via |
twine/7.0.0 CPython/3.13.16
|
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 Oct 29, 2026.
Transparency logSecurity for pyroltrilinos 0.5.7
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 19 files in this release have been uploaded with provenance metadata.
Attestation for pyroltrilinos-0.5.7.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 Oct 29, 2026.
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.