Sharing some ideas about Fluent Python

Transcript

1. Sharing some ideas about Fluent Python Rodolfo Lottin Pereira
2. Agenda • About Fluent Python and its author • The Python Data Model • Data Structures - Most common • Generators and Comprehensions • Iterators
3. • Rodolfo Lottin Pereira • 24yo
4. The Python Data Model • They are not meant to be called by you; • Your objects can behave like the built-in types; • They allow your objects to interact with basic language constructs, such as: * Iteration, collections, attribute access, operator overloading, function and method invocation, object creation and destruction, string representation and formatting, managed contexts…
5. The Python Data Model
6. The Python Data Model
7. The Python Data Model
8. Data Structures - Most common • Lists • Tuples • Dictionaries • Sets
9. Data Structures
10. Generators and Comprehensions • A more readable (but not always), concise and effective way to build data structures; • More performatic; • Genexp saves memory because it yields items one by one using the iterator protocol;
11. Iterators • Every generator is an iterator (but not vice versa); • An iterator retrieves item from a collection, while a generator can produce items "out of thin air"; • Python uses generators in many places (e.g. range())
12. Thank you!