python-performance.sh

"""
Performance Testing Code and APIs 
"""
#Decorators 

#timeit 

#cProfile 

#pyInstrument 

"""
Making Python Faster 
"""
#detailed profiling 
# -s time: lines are ordered by internal time
> python3 -m cProfile -s time file-name.py

#Use Built-in data types 
- Built in data types are written in C, making them more performant 

#Caching/Memoization with lru_cache
> import functools 
> @functools.lru_cache(maxsize=12)....


#Use Local Variables 
- 


#Use Functions 

#Dont Access Attributes 

#Cuation when using Strings 

#Generators 


## More tips and resources  
> https://dev.to/martinheinz/python-tips-and-trick-you-haven-t-already-seen-1p41
> https://martinheinz.dev/blog/4
> https://stackify.com/20-simple-python-performance-tuning-tips/
> https://wiki.python.org/moin/PythonSpeed/PerformanceTips