pythonnet - Python.NET
===========================
|Join the chat at https://gitter.im/pythonnet/pythonnet| |stackexchange shield|
|gh shield|
|license shield|
|pypi package version| |conda-forge version| |python supported shield|
|nuget preview shield| |nuget release shield|
Python.NET is a package that gives Python programmers nearly
seamless integration with the .NET Common Language Runtime (CLR) and
provides a powerful application scripting tool for .NET developers. It
allows Python code to interact with the CLR, and may also be used to
embed Python into a .NET application.
.. note::
The master branch of this repository tracks the ongoing development of version 3.0.
Backports of patches to 2.5 are tracked in the
`backports-2.5 branch <https://github.com/pythonnet/pythonnet/tree/backports-2.5>`_.
Calling .NET code from Python
-----------------------------
Python.NET allows CLR namespaces to be treated essentially as Python packages.
.. code-block:: python
import clr
from System import String
from System.Collections import *
To load an assembly, use the ``AddReference`` function in the ``clr``
module:
.. code-block:: python
import clr
clr.AddReference("System.Windows.Forms")
from System.Windows.Forms import Form
Embedding Python in .NET
------------------------
- You must set ``Runtime.PythonDLL`` property or ``PYTHONNET_PYDLL`` environment variable
starting with version 3.0, otherwise you will receive ``BadPythonDllException``
(internal, derived from ``MissingMethodException``) upon calling ``Initialize``.
Typical values are ``python38.dll`` (Windows), ``libpython3.8.dylib`` (Mac),
``libpython3.8.so`` (most other Unix-like operating systems).
- All calls to python should be inside a
``using (Py.GIL()) {/* Your code here */}`` block.
- Import python modules using ``dynamic mod = Py.Import("mod")``, then
you can call functions as normal, eg ``mod.func(args)``.
- Use ``mod.func(args, Py.kw("keywordargname", keywordargvalue))`` or
``mod.func(args, keywordargname: keywordargvalue)`` to apply keyword
arguments.
- All python objects should be declared as ``dynamic`` type.
- Mathematical operations involving python and literal/managed types
must have the python object first, eg. ``np.pi * 2`` works,
``2 * np.pi`` doesn't.
Example
~~~~~~~
.. code-block:: csharp
static void Main(string[] args)
{
PythonEngine.Initialize();
using (Py.GIL())
{
dynamic np = Py.Import("numpy");
Console.WriteLine(np.cos(np.pi * 2));
dynamic sin = np.sin;
Console.WriteLine(sin(5));
double c = (double)(np.cos(5) + sin(5));
Console.WriteLine(c);
dynamic a = np.array(new List<float> { 1, 2, 3 });
Console.WriteLine(a.dtype);
dynamic b = np.array(new List<float> { 6, 5, 4 }, dtype: np.int32);
Console.WriteLine(b.dtype);
Console.WriteLine(a * b);
Console.ReadKey();
}
}
Output:
.. code:: csharp
1.0
-0.958924274663
-0.6752620892
float64
int32
[ 6. 10. 12.]
Resources
---------
Information on installation, FAQ, troubleshooting, debugging, and
projects using pythonnet can be found in the Wiki:
https://github.com/pythonnet/pythonnet/wiki
Mailing list
https://mail.python.org/mailman/listinfo/pythondotnet
Chat
https://gitter.im/pythonnet/pythonnet
.NET Foundation
---------------
This project is supported by the `.NET Foundation <https://dotnetfoundation.org>`_.
.. |Join the chat at https://gitter.im/pythonnet/pythonnet| image:: https://badges.gitter.im/pythonnet/pythonnet.svg
:target: https://gitter.im/pythonnet/pythonnet?utm_source=badge&utm_medium=badge&utm_campaign=pr-badge&utm_content=badge
.. |license shield| image:: https://img.shields.io/badge/license-MIT-blue.svg?maxAge=3600
:target: ./LICENSE
.. |pypi package version| image:: https://img.shields.io/pypi/v/pythonnet.svg
:target: https://pypi.python.org/pypi/pythonnet
.. |python supported shield| image:: https://img.shields.io/pypi/pyversions/pythonnet.svg
:target: https://pypi.python.org/pypi/pythonnet
.. |stackexchange shield| image:: https://img.shields.io/badge/StackOverflow-python.net-blue.svg
:target: http://stackoverflow.com/questions/tagged/python.net
.. |conda-forge version| image:: https://img.shields.io/conda/vn/conda-forge/pythonnet.svg
:target: https://anaconda.org/conda-forge/pythonnet
.. |nuget preview shield| image:: https://img.shields.io/nuget/vpre/pythonnet
:target: https://www.nuget.org/packages/pythonnet/
.. |nuget release shield| image:: https://img.shields.io/nuget/v/pythonnet
:target: https://www.nuget.org/packages/pythonnet/
.. |gh shield| image:: https://github.com/pythonnet/pythonnet/workflows/GitHub%20Actions/badge.svg
:target: https://github.com/pythonnet/pythonnet/actions?query=branch%3Amaster