Understanding How Python Executes Your Code Internally

Explore the inner workings of Python's execution process by examining CPython's internals and tracing a simple Python function from start to finish.

deep dive dev•473 views•7:32

About this video

How does Python actually execute your code? In this video, we'll dive into CPython's internals and follow a simple Python function through its complete execution pipeline: - Lexical Analysis (tokenization) - Abstract Syntax Tree (AST) creation - Bytecode compilation - Execution by the Python Virtual Machine We'll look at the actual CPython source code and see how Python transforms your code every step of the way. Whether you're a Python developer wanting to understand the language better, or just curious about how programming languages work, this video will give you a better understanding of Python's execution process. Resources: Source code: https://github.com/deepdivedevs/python-internals-overview CPython: https://github.com/python/cpython Visualise AST library: https://github.com/JamesPhillipsUK/vast Be sure to follow me on these other platforms for more tutorials: Twitter: https://www.x.com/deepdivedevs TikTok: https://www.tiktok.com/@deepdivedev Timestamps 00:00 | Intro 00:23 | Lexer/Tokenizer 00:55 | Abstract Syntax Trees 01:33 | Bytecode 02:21 | Interpreter 03:00 | tokenize module 04:26 | dis module 04:50 | CPython Source Code 07:21 | Outro #python #coding #cpython #tokenizer #lexer #parser #ast #abstractsyntaxtree #interpreter #tokenize #dis #softwaredeveloper #computerscience #code #softwareengineer #coding #learntocode2024 #learnpython

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473

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Duration
7:32

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Published
Oct 24, 2024

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hd

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