Thinking in Python
Fluency, Types, and Design
- 01Introduction
- Part I · Foundations
- 02Toursolutions
- 03Containerssolutions
- 04Control Flowsolutions
- 05Functionssolutions
- 06Modules and Packagessolutions
- 07Classessolutions
- 08Static Typessolutions
- 09Class Attributessolutions
- 10Cleanupsolutions
- Part II · Techniques
- 11Testingsolutions
- 12Data Classes as Typessolutions
- 13Pattern Matchingsolutions
- 14Decoratorssolutions
- 15Context Managerssolutions
- 16Comprehensionssolutions
- 17Metaprogrammingsolutions
- 18Performancesolutions
- 19Concurrencysolutions
- Part III · Patterns
- 20Rethinking Objectssolutions
- 21Design Patternssolutions
- 22Data Transfer Objectssolutions
- 23Iteratorssolutions
- 24Singletonsolutions
- 25Template Methodsolutions
- 26Surrogatesolutions
- 27Factorysolutions
- 28Function Objectssolutions
- 29Changing the Interfacesolutions
- 30Observersolutions
- 31State Machinessolutions
- 32Multiple Dispatchingsolutions
- 33Visitorsolutions
- 34Composite and Interpretersolutions
- 35Flyweightsolutions
- 36Mementosolutions
- 37Pattern Refactoringsolutions
- 38Simulationsolutions
- 39Pattern Catalog
- Part IV · Functional
- 40Foundationssolutions
- 41Toolkitssolutions
- 42Error Handlingsolutions
- 43Confidencesolutions
- Part V · Effects
- 44Effect Managementsolutions
- 45Generatorssolutions
- 46Statelesssolutions
- 47Stateless in Practicesolutions
- Appendices
- AEffect Tracking
- BAn Effect Checker
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© 2026 Bruce Eckel. Licensed CC BY-NC-ND 4.0.
Freely readable online. Commercial publication requires a contract with the author.