README.md

Python Programming Language Resources

Repository for resources on python programming and related frameworks

Github actions

• Setting up python CI via pip using Github actions
• Setting up python CI via conda using Github actions

Programming resources

• Python List declaration
• Python decorators
• Different ways of getting python versions
• Advanced Python programming concepts
• Python lambda expressions to sort complex lists
• Python ord() and chr() functions

Testing

• Pytest: testing for exceptions
• Optimizing pytest runtime

Linting

• Useful flake8 extensions
• How to create flake8 plugin

Microservices

• Flask Server in Python
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Performance analysis and Tuning

• Memory Profiling

  • Python Memory Profiler Provides a python library to profile line-by-line the memory utilization of a python process.

• Memory Management

  • Pandas Memory Management Provides some neat suggestions on how to use optimize on memory when using pandas DataFrrame.

• CPU profiling

  • Profiling in Python (Detect CPU & memory bottlenecks) Provides a host of libraries to profile python code to identify bottlenecks.

Creating a wheel file

• The .whl file of a python package having a setup.py can be generated va the command python setup.py sdist bdist_wheel. This creates a folder named dist which has two files with extensions .whl and .tar.gz.