Calling Python from Seq
=======================

Calling Python from Seq is possible in two ways:

- ``from python import`` allows importing and calling Python functions from existing Python modules.
- ``@python`` allows writing Python code directly in Seq.

In order to use these features, the ``SEQ_PYTHON`` environment variable must be set to the appropriate
Python shared library:

.. code-block:: bash

    export SEQ_PYTHON=/path/to/libpython.X.Y.so

For example, with a ``brew``-installed Python 3.9 on macOS, this might be

.. code-block:: bash

    /usr/local/opt/python@3.9/Frameworks/Python.framework/Versions/3.9/lib/libpython3.9.dylib

Note that only Python versions 3.6 and later are supported.

``from python import``
----------------------

Let's say we have a Python function defined in *mymodule.py*:

.. code-block:: python

    def multiply(a, b):
        return a * b

We can call this function in Seq using ``from python import`` and indicating the appropriate
call and return types:

.. code-block:: seq

    from python import mymodule.multiply(int, int) -> int
    print(multiply(3, 4))  # 12

(Be sure the ``PYTHONPATH`` environment variable includes the path of *mymodule.py*!)

``@python``
-----------

Seq programs can contain functions that will be executed by Python via ``pydef``:

.. code-block:: seq

    @python
    def multiply(a: int, b: int) -> int:
        return a * b

    print(multiply(3, 4))  # 12

This makes calling Python modules like NumPy very easy:

.. code-block:: seq

    @python
    def myrange(n: int) -> List[int]:
        from numpy import arange
        return list(arange(n))

    print(myrange(5))  # [0, 1, 2, 3, 4]