1. About

About

• 1.1. About Install
• 1.2. About Agenda
• 1.3. About Tutorial

2. Introduction

Introduction

• 2.1. Introduction Faster CPython
• 2.2. Introduction Hardware
• 2.3. Optimization Compilers and Interpreters
• 2.4. Optimization Disassembler
• 2.5. Optimization Interpreter
• 2.6. Optimization Transpiler

3. Transpilation

Transpilation

• 3.1. Transpilation Cython
• 3.2. Transpilation Mypyc

4. Tools

Tools

• 4.1. Tools Context Managers
• 4.2. Tools cProfile
• 4.3. Tools Dis
• 4.4. Tools Memray
• 4.5. Optimization MypyC
• 4.6. Tools Profile
• 4.7. Tools Pstats
• 4.8. Tools PyCharm Profiler
• 4.9. Tools Run Snake Run
• 4.10. Tools SnakeViz
• 4.11. Tools Timeit
• 4.12. Tools Yapf

5. Profiling

Profiling

• 5.1. Profiling About
• 5.2. Optimization Micro-benchmarking
• 5.3. Optimization Timeit
• 5.4. Optimization Context Managers
• 5.5. Profiling CPU
• 5.6. Profiling Mem
• 5.7. Profiling Recap

6. Optimization

Optimization

• 6.1. Optimization About
• 6.2. Optimization Definition
• 6.3. Optimization Complexity
• 6.4. Functional Purity
• 6.5. Optimization Memoization
• 6.6. Optimization Tools
• 6.7. Optimization Comparison
• 6.8. Optimization Membership
• 6.9. Optimization Iteration
• 6.10. Optimization Exception
• 6.11. Case Study: Str Concat
• 6.12. Case Study: Str Join
• 6.13. Case Study: Unique Keys
• 6.14. Generator Inspect
• 6.15. Case Study: Getitem
• 6.16. Case Study: Hosts
• 6.17. Case Study: Comprehensions
• 6.18. OOP Slots
• 6.19. OOP Identity
• 6.20. Optimization Lazy Imports

7. Extensions

Extensions

• 7.1. Performance Collections
• 7.2. Performance CTypes
• 7.3. Performance CModules
• 7.4. Extensions Rust