This is a python script aimed at converting .py files (not just a single file) in projects into .pyd files on Windows system (or .so files on Linux system).
After converting, the .pyd files and .so files can be imported by Python just like regular .py files. And you can get performance increase by calling .pyd (or .so) files.
The script needs Cython and some compile toolchains to compile.
You may already came across the following error message on Windows. This could be caused if you don't have the compile toolchains and try to install Cython through pip.
error: Microsoft Visual C++ 14.0 or greater is required.
Anyway here is a solution. On Windows I recommend using conda to install Cython and relevant toolchains by following commands:
conda install cython
conda install libpython m2w64-toolchain -c msys2The second command is cited from https://stackoverflow.com/a/63359548.
Download the encrypt.py file and execute the file in command line. Pass arguments to specify working directory and exception path if necessary. Passed arguments can either be absolute or relative paths to the current working directory.
python encrypt.py -w "working directory" -e "exception path" -b "build location"The working directory is the directory that the script will work on to encrypt all the .py files in it. By default it is the current working directory.
The exception path are directories or file paths that you don't want to encrypt. If you have multiple directories or file paths, separate them by spaces. By default is is an empty list.
The build location is the location where your build results reside in. By default It is "build" in the current working directory. (By the way, when passing relative path, Cython will automatically create "build" directory and store some intermediate files even if you specify the build location. Remove them by hand if you don't like it.)
After encrypting, the .pyd (or .so) files should reside in build location. The script itself won't be encrypted. The following is an example with default build location.
└── YOUR PROJECT
├── build
│ ├── model
│ │ ├── model.pyd
│ │ └── ...
│ ├── utils
│ │ ├── loss.pyd
│ │ └── ...
│ ├── train.pyd
| └── ...
|
├── model
│ ├── __init__.py
│ ├── model.py
│ └── ...
├── utils
│ ├── __init__.py
│ ├── loss.py
│ └── ...
├── train.py
├── encrypt.py
└── ...If you find some .pyd files aren't in the right subfolders, it probably because you are missing a __init__.py in the module folder of python source code.
The script is inspired by the following blog and repository: