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Jul 5, 2021 · One shouldn’t use the latter two unless one knows what one is doing. These suggested commands are automatically generated by Anaconda Cloud, which simply generates this for all labels.
- Wheels, AI/ML, and Abis
- Manylinux2014
- Additional Challenges
Python packages are installed using the pipcommand, which downloads the package from pypi.org. These packages can be of two types: 1. Pure Python wheels, which may or may not be targeted to a specific Python version 2. Extension wheels, which use native code written in C/C++ All AI/ML Python packages are extension wheels that use native operating s...
AI/ML project maintainers who want to distribute the Python library with native code for Linux distros have the difficult task of ensuring ABI compatibility. The compiled code needs to run on a wide variety of Linux distributions. Fortunately, there is a way to make a binary compatible with most (though not all) Linux distributions. To do this, you...
Although the manylinux standard has helped deliver reliable and stable extension wheels, it does introduce two additional challenges: 1. Lifecycle At some point, the reference platforms for the ABI baselines will have end-of-life. The Python community must actively track the end-of-life support and CVEs for different system libraries used by the pr...
Sep 18, 2023 · PEP 703 poses some issues regarding the stable ABI. I’ve described these issue below along with a short proposal. tl;dr The --disable-gil builds of CPython 3.13 will not be able to load existing wheels that target the stable ABI. However, we can make wheels that target the 3.13+ stable ABI work with both the default (with GIL) and --disable-gil builds going forward. Background CPython C API ...
Sep 28, 2023 · 2 Answers. Sorted by: Triple quotes turn your ABI into a string instead of a dictionary. If you want to go the string route, you need to turn the string back into a data structure with something like json.loads (that will parse your JSON)/. For example:
conda-forge / packages / python_abi 3.13. 1 Metapackage to select python implementation. copied from cf-staging / python_abi. Conda Files; Labels ...
Feb 2, 2021 · Motivation. :pep: 384 defined a limited API and stable ABI, which allows extenders and. embedders of CPython to compile extension modules that are binary-compatible. with any subsequent version of 3.x. In theory, this brings several advantages. A module can be built only once per platform and support multiple versions.
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Nov 15, 2022 · An Application Binary Interface (ABI), allowing any language with C ABI support (like Rust or Golang) to link against CPython’s runtime and use the same internals. Developers can use the CPython API and ABI to write CPython extensions. These extensions behave exactly like ordinary Python modules but interact directly with the interpreter’s ...