How is the internal architecture of the Python interpreter organized?
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Answer from AI
The internal architecture of the Python interpreter (e.g., CPython) consists of several key components:
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Lexer (Tokenizer): splits the source code into tokens.
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Parser: constructs an abstract syntax tree (AST) from the tokens.
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Compiler: transforms the AST into bytecode — an intermediate representation executed by the virtual machine.
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Virtual Machine (Python Virtual Machine, PVM): executes the bytecode by interpreting instructions.
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Memory Manager: manages object allocation and garbage collection.
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Global Interpreter Lock (GIL): ensures thread safety by allowing only one thread to execute Python bytecode at a time.
Thus, Python first compiles code into bytecode, then interprets it on the virtual machine. This provides portability and flexibility but imposes limitations on parallelism due to the GIL.