prodigy-ppl-ginac: A library for manipulating discrete distributions through generating functions
GiNaC-based Python bindings used by Prodigy for its fast ginac engine.
The main features are
- python bindings
- a purely string-based interface, no need to mess around with data structures for algebraic expression and the like
- support for parameters (can also be used as meta symbols in second-order PGFs)
Installation
pip install prodigy-ppl-ginac
Prebuilt wheels contain GiNaC, CLN and GMP, so they need neither a compiler nor a system GiNaC. They exist for CPython 3.11 to 3.14 on
- Linux (manylinux_2_28) x86_64 and aarch64,
- macOS 11 or later, x86_64 and arm64.
Windows is not supported.
Usage
The distribution is called prodigy-ppl-ginac, the module prodigy_ginac:
import prodigy_ginac
dist = prodigy_ginac.geometric("x", "1/2")
e = dist.E("x") # e becomes 1, the expected value of the 1/2-geometric distribution
Before it was published on PyPI, the module was installed from Git as pygin (version 1.0); the package pygin on PyPI
is an unrelated project.
Building from source
On other platforms pip builds the sdist, which needs a C++17 compiler, CMake and a system GiNaC with pkg-config,
e.g. brew install ginac pkgconf on macOS or apt install libginac-dev pkg-config on Debian and Ubuntu.
In a clone of this repository
pip install .
builds and installs the module.
scripts/build-deps.sh PREFIX builds the pinned versions of GMP, CLN and GiNaC as static libraries into PREFIX,
as for the wheels; with CMAKE_PREFIX_PATH=PREFIX the build uses them instead of the system GiNaC.
Wheels and releases
cibuildwheel builds the wheels (configuration in pyproject.toml, workflow
.github/workflows/wheels.yml). Pushing a tag v<version> (e.g. v0.0.1, or v0.1.0rc1 for a pre-release) publishes the wheels and the sdist with
this version on PyPI (.github/workflows/release.yml). The version is in no file; without a tag, builds get a
development version such as 0.1.devN.
C++ tests and demo
The C++ tests need the googletest submodule:
git submodule update --init
cmake -B build && cmake --build build
./build/test/prodigy_ginac_test
The CMake options PRODIGY_GINAC_BUILD_TESTS and PRODIGY_GINAC_BUILD_DEMO (both on by default, off for the wheels)
switch the tests and the demo executable.
License
The source code in this repository is licensed under the Apache License 2.0 (LICENSE).
The wheels on PyPI also contain statically linked copies of
GiNaC and CLN (GPL-2.0-or-later) and
GMP (LGPL-3.0-or-later or GPL-2.0-or-later). A wheel as a whole is therefore distributed under
the terms of the GNU General Public License, version 3 or later, the GPL version compatible with the Apache License 2.0.
The license texts of these libraries are in the wheel's .dist-info/licenses/third_party directory; their source
code is available from the links above, in the versions pinned in scripts/build-deps.sh.
1 maintainer
Metadata
1 maintainer
Release files for prodigy-ppl-ginac 0.0.2
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Built distributions (wheels)
Total release size: 26.8 MB
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Signed by GitHub Actions, verified by PyPI on Nov 3, 2026.
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