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# Fluent Python 2e example code Example code for the book **Fluent Python, 2<sup>nd</sup> edition** by Luciano Ramalho (O'Reilly, 2020). > **BEWARE**: This is a work in progress, like the book itself. > > * Code here may change and disappear without warning. > > * Major reorganizations may happen at any time. > > * No promises. No guarantees. Use at own risk. ## Chapter Map Part|Chapter|Chapter Title|Directory|1<sup>st</sup> ed. Directory ---|---:|---|---|--- I – Prologue|1|The Python Data Model|[01-data-model](01-data-model)|01-data-model II – Data Structures|2|An Array of Sequences|[02-array-seq](02-array-seq)|02-array-seq |3|Dictionaries and Sets|[03-dict-set](03-dict-set)|03-dict-set |4|Text versus Bytes|[04-text-byte](04-text-byte)|04-text-byte |5|Record-like Data Structures 🆕|[05-record-like](05-record-like)| III – Functions as Objects|6|First-Class Funcions|[06-1class-func](06-1class-func)|05-1class-func |7|Design Patterns with First-Class Functions|[07-dp-1class-func](07-dp-1class-func)|06-dp-1class-func |8|Function Decorators and Closures|[08-closure-deco](08-closure-deco)|07-closure-deco |9|Type Hints in Function Definitions 🆕|[09-def-type-hints](09-def-type-hints)| IV – Object-Oriented Idioms|10|Object References, Mutability, and Recycling|[10-obj-ref](10-obj-ref)|08-obj-ref |11|A Pythonic Object|[11-pythonic-obj](11-pythonic-obj)|09-pythonic-obj |12|Sequence Hacking, Hashing, and Slicing|[12-seq-hacking](12-seq-hacking)|10-seq-hacking |13|Interfaces: From Protocols to ABCs|[13-iface-abc](13-iface-abc)|11-iface-abc |14|Inheritance: For Good or For Worse|[14-inheritance](14-inheritance)|12-inheritance |15|Type Hints Distilled 🆕|[15-type-hints](15-type-hints)| |16|Operator Overloading: Doing It Right|[16-op-overloading](16-op-overloading)|13-op-overloading V – Control Flow|17|Iterables, Iterators, and Generators|[17-it-generator](17-it-generator)|14-it-generator |18|Context Managers and else Blocks|[18-context-mngr](18-context-mngr)|15-context-mngr |19|Coroutines|[19-coroutine](19-coroutine)|16-coroutine |20|Concurrency with Futures|[20-futures](20-futures)|17-futures |21|Concurrency with asyncio|[21-asyncio](21-asyncio)|18-asyncio VI – Metaprogramming|22|Dynamic Attributes and Properties|[22-dyn-attr-prop](22-dyn-attr-prop)|19-dyn-attr-prop |23|Attribute Descriptors|[23-descriptor](23-descriptor)|20-descriptor |24|Class Metapgrogramming|[24-class-metaprog](24-class-metaprog)|21-class-metaprog > New chapters are marked with 🆕
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