add development setup guide (#29)

* add dev setup guide

* add inline comment

docs/Development-Setup-Guide.rst

@@ -0,0 +1,69 @@
+Development Setup Guide for LightGBM Transform
+==========================================
+
+This guide provides instructions for setting up the development environment for LightGBM Transform on a Linux machine.
+
+Prerequisites
+-------------
+
+* Linux operating system
+* Internet connection for downloading necessary files
+
+Setup Steps
+-----------
+
+1. **Install Docker**
+
+   - Install Docker on your Linux machine by following the `instructions <https://docs.docker.com/engine/installation/linux/ubuntulinux/>`_. Ensure Docker is properly installed and running.
+
+2. **Pull Docker Image**
+
+   - Download the required Docker image using the command:
+     ::
+         # Below image is generated by following `Installation-Guide.rst`
+         docker pull krystal1130/lightgbm_transform_dependencies:20211109.v1
+
+3. **Clone the Repository**
+
+   - Clone the LightGBM Transform repository from GitHub:
+     ::
+     
+         git clone --recursive https://github.com/microsoft/lightgbm-transform.git
+
+4. **Mount the Repository to Docker Container**
+
+   - Mount the cloned repository to the Docker container. Replace ``<path_to_repo>`` with your local repository path:
+     ::
+     
+         docker run -it -v <path_to_repo>:/lightgbm-transform krystal1130/lightgbm_transform_dependencies:20211109.v1
+
+5. **Access the Docker Container**
+
+   - Navigate to the LightGBM Transform directory inside the Docker container:
+     ::
+     
+         cd /lightgbm-transform
+
+6. **Package the LightGBM Transform Python Package**
+
+   - Compile the package and place it in the ``./compile/dist`` directory using:
+     ::
+     
+         sh ./scripts/publish_python_package.sh
+
+7. **Test the Package**
+
+   - Install and test the package. Replace ``<version>`` with the actual version number:
+     ::
+     
+         pip install --force-reinstall ./compile/dist/lightgbm_transform-<version>-py3-none-any.whl
+         pip install pytest numpy scipy pandas scikit-learn
+         cd ./tests
+         pytest
+
+8. **PyPI Package Publishing**
+
+   - To request the publishing of the package to PyPI, please create an issue on `GitHub <https://github.com/microsoft/lightgbm-transform/issues>`_. Ensure that you have completed and verified all the local setup steps as outlined above before proceeding with the request.
+
+.. Note::
+   This guide assumes a basic understanding of Linux, Docker, and Git. For any issues, refer to the respective tool's documentation or community support.

scripts/publish_python_package.sh

@@ -18,6 +18,6 @@ cp ./scripts/setup.py ./compile/ && cp ./scripts/README.rst ./compile && cp VERS
 # pack wheel package.
 cd compile && python setup.py bdist_wheel --precompile && cd ../ || exit -1
 # upload package to your pypi, use testpypi as an example.
-twine upload --repository pypi compile/dist/* || exit -1
+# twine upload --repository pypi compile/dist/* || exit -1
 # revert changes.
-rm -rf ${lgb_python_pkg_dir}/lightgbm/*.so build compile || exit -1
+# rm -rf ${lgb_python_pkg_dir}/lightgbm/*.so build compile || exit -1