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pydantic/docs/usage/mypy.md
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Samuel Colvin 17b5ff42c1 renaming docs examples (#972)
* renaming docs examples

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2019-11-07 14:40:44 +00:00

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Pydantic works with mypy provided you use the annotation-only version of required fields:

{!.tmp_examples/mypy_main.py!}

You can run your code through mypy with:

mypy \
  --ignore-missing-imports \
  --follow-imports=skip \
  --strict-optional \
  pydantic_mypy_test.py

If you call mypy on the example code above, you should see mypy detect the attribute access error:

13: error: "Model" has no attribute "middle_name"

Strict Optional

For your code to pass with --strict-optional, you need to to use Optional[] or an alias of Optional[] for all fields with None as the default. (This is standard with mypy.)

Pydantic provides a few useful optional or union types:

  • NoneStr aka. Optional[str]
  • NoneBytes aka. Optional[bytes]
  • StrBytes aka. Union[str, bytes]
  • NoneStrBytes aka. Optional[StrBytes]

If these aren't sufficient you can of course define your own.

Mypy Plugin

Pydantic ships with a mypy plugin that adds a number of important pydantic-specific features to mypy that improve its ability to type-check your code.

See the pydantic mypy plugin docs for more details.