qPython (NumPy 2.0 Compatible Fork)
====================================
**This is a fork of** `finos/qPython <https://github.com/finos/qPython>`_ **with NumPy 2.0 compatibility fixes applied.**
**Changes made:**
- **Date:** 2025-01-24
- **Fix:** Replaced all ``numpy.string_`` with ``numpy.bytes_`` for NumPy 2.0 compatibility, also ``NaN`` with ``nan``, etc
- **Original qPython version:** Latest from finos/qPython as of fork date
For the original project and full documentation, see: https://github.com/finos/qPython
----
qPython (Original README below)
===============================
qPython is a Python library providing support for interprocess communication between Python and kdb+ processes, it offers:
- Synchronous and asynchronous queries
- Convenient asynchronous callbacks mechanism
- Support for kdb+ protocol and types as of kdb+ v4.0
- Uncompression of the IPC data stream
- Internal representation of data via numpy arrays (lists, complex types) and numpy data types (atoms)
- Supported on Python 3.4/3.5/3.6 and numpy 1.8+
For more details please refer to the `documentation`_.
Installation
------------
To install qPython from PyPI:
``$ pip install qpython3``
**Please do not use old PyPI package name: qpython or exxeleron-qpython.**
Building package
----------------
Documentation
~~~~~~~~~~~~~
qPython documentation is generated with help of `Sphinx`_ document generator.
In order to build the documentation, including the API docs, execute:
``make html`` from the doc directory.
Documentation is built into the: ``doc/build/html/`` directory.
Compile Cython extensions
~~~~~~~~~~~~~~~~~~~~~~~~~
qPython utilizes `Cython`_ to tune performance critical parts of the code.
Instructions:
- Execute: ``python setup.py build_ext --inplace``
Build binary distribution
~~~~~~~~~~~~~~~~~~~~~~~~~
Instructions:
- Execute: ``python setup.py bdist``
Testing
~~~~~~~
qPython uses py.test as a test runner for unit tests.
Instructions:
- Make sure that top directory is included in the ``PYTHONPATH``
- Execute: ``py.test``
CVE Scanning
~~~~~~~~~~~~
Configured GitHub Action as per the "Python" section of:
- https://github.com/maoo/security-scanning
Requirements
~~~~~~~~~~~~
qPython requires numpy 1.8 to run.
Optional requirements have to be met to provide additional features:
- tune performance of critical parts of the code:
- Cython 0.20.1
- support serialization/deserialization of ``pandas.Series`` and ``pandas.DataFrame``
- pandas 0.14.0
- run Twisted sample:
- Twisted 13.2.0
- build documentation via Sphinx:
- Sphinx 1.2.3
- mock 1.0.1
Required libraries can be installed using `pip`_.
To install all the required dependencies, execute:
``pip install -r requirements.txt``
Minimal set of required dependencies can be installed by executing:
``pip install -r requirements-minimal.txt``
.. _Cython: http://cython.org/
.. _Sphinx: http://sphinx-doc.org/
.. _pip: http://pypi.python.org/pypi/pip
.. _documentation: http://qpython.readthedocs.org/en/latest/
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