Performance Tuning

Optimizing Python code improves speed, scalability, and resource usage.

Optimization Techniques

• Profiling with cProfile
• Algorithm Optimization
• Caching
• Lazy Evaluation

Profiling Example

import cProfile

def work():
    total = 0
    for i in range(1000000):
        total += i
    return total

cProfile.run("work()")