Applications for mastering Python: design patterns

Dependencies

• Python: 3.8
• Numpy
• Pandas
• PySpark

Technology stack

Python, Py4J, PyCharm Professional, ...

Features

• Implementations of design patterns in Python
• Design patterns: creational, structural, and behavioral
• Test-driven development (TDD)
• pytest (Python testing tool)
• Python packages
• setup.py, pytest,

• PyCharm projects
• virtual environments with dependencies
• PyCharm configurations to use pytest

References:

• https://www.jetbrains.com/help/pycharm/
• https://realpython.com/
• https://realpython.com/python-application-layouts/
• https://docs.python-guide.org/writing/structure/
• https://realpython.com/pycharm-guide/
• https://realpython.com/pyspark-intro/
• https://www.jetbrains.com/pycharm/guide/tutorials/visual_pytest/setup/
• https://www.jetbrains.com/help/pycharm/setting-up-your-project.html

Converting to HTML:

• https://github.com/cbernet/jupyter_web

Configuring:

• Python Integrated Tools (default test runner): pytest

• PyCharm's Terminal tool:

pip install --upgrade pip 
pip install -e .[tests]