Difference between revisions of "IC Python API:Python Extension Libraries"

Revision as of 18:42, 17 January 2019

Main article: iClone Python API.

iClone ships with a pre-built version of PySide 2.0, and is the preferred library for using QT with Python in iClone . You may install other CPython extension libraries as well. However, while every effort has been made to ensure that CPython extension libraries such as SciPy, NumPy, PIL, and so forth work with Python in iClone, Reallusion does not provide technical support for them.

If you do want to use a CPython extension library, you must have the 64-bit binaries compiled using the same versions of Qt and Python that are used by iClone. These are Qt 5.6.2 and Python 3.6.2. Compiled extension libraries must then be placed at a location that can be found by Python. Python uses the list of directories in the sys.path global variable to find the location of imported Python scripts and extension modules.

Installing PIP for Package Management

What's PIP?

Pip is a package management system for Python. It is useful for managing additional Python modules, including managing building modules from source (for example, NumPy). For libraries that contain pre-built binaries (such as pyzmq), you will need to obtain the source and re-build the binaries, replacing the ones installed by PIP. By default, PIP will try to use pre-built binaries. You can force PIP to build from source with the --no-binary flag, and specifying a required version.

What's a Package?

A package contains all the files you need for a module.

Modules are Python code libraries you can include in your project.

Setting iClone Python Environment Variables

You can point iClone Python to another directory to look for modules and packages.

Step 1

On Windows, go to:

My Computer > Properties > Advanced System > Settings > Environment Variables

Step 2

Click on Edit... under the System variables list and add the iClone install directory to the subsequent list. Click on New and then input or paste your iClone install directory:

<iClone_Install_Path>\Bin64

For example: C:\Program Files\Reallusion\iClone 7\Bin64

Step 3

Commit the new Path variable. Open Windows Command line and type and enter iClonepy.exe into the Command Prompt.

Once the Python version number is shown, you are ready to install PIP.

Installing PIP

Close iClone then open Windows Command line and enter:

iClonepy <iClone Install Path>\Bin64\scripts\Python\get-pip.py

You should be able to acquire any module you want on PIP, such as NumPy, Requests, Pygame, Tensorflow etc.

Let's say, you want to install Numpy, just type and enter:

iClonepy -m pip install NumPy

Recommended PIP Packages

PIP has over a million releases; Needless to say, not all packages are crucial. In fact a hand-full of packages will form the backbone of your iClone Python interaction. The following are some of the packages we recommend depending on the task you are handling.

NumPy

Use: complex mathmatical functions.

NumPy is a general-purpose array-processing package designed to efficiently manipulate large multi-dimensional arrays of arbitrary records without sacrificing too much speed for small multi-dimensional arrays. NumPy is built on the Numeric code base and adds features introduced by numarray as well as an extended C-API and the ability to create arrays of arbitrary type which also makes NumPy suitable for interfacing with general-purpose data-base applications. There are also basic facilities for discrete fourier transform, basic linear algebra and random number generation.

PyGame

Use: real-time interactions.

Pygame is a Python wrapper module for the SDL multimedia library. It contains python functions and classes that will allow you to use SDL’s support for playing cdroms, audio and video output, and keyboard, mouse and joystick input. It can be useful for making games, and like SDL, pygame is highly portable and runs on nearly every platform and operating system.

Requests

Use: internet protocols.

Requests allows you to send organic, grass-fed HTTP/1.1 requests, without the need for manual labor. There's no need to manually add query strings to your URLs, or to form-encode your POST data. Keep-alive and HTTP connection pooling are 100% automatic, thanks to urllib3. Requests supports connection timeouts, streaming downloads, chunked requests, sessions with cookie persistence, and much much more.

TensorFlow

Use: machine learning.

TensorFlow is an open source software library for high performance numerical computation. Its flexible architecture allows easy deployment of computation across a variety of platforms (CPUs, GPUs, TPUs), and from desktops to clusters of servers to mobile and edge devices. Originally developed by researchers and engineers from the Google Brain team within Google’s AI organization, it comes with strong support for machine learning and deep learning and the flexible numerical computation core is used across many other scientific domains.