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What components are included in the description of types for a generator?

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Answer from AI

The description of types for a generator in Python usually includes two main components:

  1. The type of value returned by yield — this is the type of elements that the generator yields during iteration.
  2. The type of value returned when the generator function finishes (return) — this is the type of value that can be obtained through the StopIteration exception.

In type annotations for generators, typing.Generator[yield_type, send_type, return_type] is used, where:

  • yield_type — the type of values yielded by the generator.
  • send_type — the type of values that can be sent into the generator via send() (usually None if not used).
  • return_type — the type of value returned when the generator finishes.

Example:

from typing import Generator

def gen() -> Generator[int, None, str]:
    yield 1
    yield 2
    return "done"

Here, the generator yields integers, does not accept values via send(), and returns a string upon completion.

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