pygridgain 9.1.16

GridGain 9 Python Client

pygridgain

GridGain 9 Python Client.

Prerequisites

• Python 3.10 or above (3.10, 3.11, 3.12, 3.13 and 3.14 are tested);
• Access to GridGain 9 node, local or remote.

Installation

From repository

This is the recommended way for users. If you only want to use the pygridgain module in your project, do:

$ pip install pygridgain>=9

From sources

This way is more suitable for developers, or if you install the client from zip archive.

1. Download and/or unzip GridGain 9 Python Client sources to pygridgain_path;
2. Go to pygridgain_path folder;
3. Execute pip install -e ..

$ cd <pygridgain_path>
$ pip install -e .

This will install the repository version of pygridgain into your environment in so-called “develop” or “editable” mode. You may read more about editable installs in the pip manual.

C++ extension

The core of the package is a C++ extension. It shares the code with the GridGain C++ Client. The package is pre-built for the most common platforms, but you may need to build it if your platform is not included.

We use cibuildwheel to build wheels, mainly using GitHub Actions workflow, but in case you need it, you can do it on you platform manually.

General requirements:

• C++17 compatible compiler (GCC and G++ for Linux, MSVC 14.x+ for Windows, CLang for MacOS);
• CMake version >=3.18;

For building wheels do the following steps:

1. Install cibuildwheel utility (we use version 2.23.1):

   python -m pip install cibuildwheel==2.23.1
   

2. Set CIBW_BUILD environment variable to a desired value. We use the following values:
   • macOS and Windows: CIBW_BUILD = cp39-* cp310-* cp311-* cp312-* cp313-*;
   • Linux: CIBW_BUILD: cp39-manylinux* cp31{0,1,2,3}-manylinux*.
3. Set CIBW_ARCHS environment variable to a desired value. We use the following values:
   • MacOS 14: CIBW_ARCHS: arm64;
   • MacOS 13: CIBW_ARCHS: x86_64;
   • Linux: CIBW_ARCHS: auto64;
   • Windows: CIBW_ARCHS: AMD64.
4. Run cibuildwheel from the modules/platforms/python/client:

   python -m cibuildwheel --output-dir wheels .
   

Updating from an older version

To upgrade an existing package, use the following command:

pip install --upgrade pygridgain

To install the latest version of a package:

pip install pygridgain

To install a specific version:

pip install pygridgain==9.0.15

Testing

NB! It is recommended installing pygridgain in development mode. Refer to this section for instructions.

Remember to install test requirements:

$ pip install .[test]

Run basic tests

Running tests themselves:

$ pytest

File formatting, style checks, and lint

The project uses the following tools for maintaining clean and uniform code: isort, black, and ruff. You can install the right version using the following command:

$ pip install .[format]

Before putting your code on review, you should probably run:

$ python tools/format_code.py

Then also run lint and style checker and fix every problem it finds:

$ python tools/format_code.py --check