Talk Python To Me

#313: Automate your data exchange with Pydantic

Apr 22, 2021
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ANECDOTE

Learning Coding on Oil Rigs

  • Samuel Colvin learned programming during downtime on oil rigs in Indonesia, which sparked his passion for coding.
  • Early struggles with programming led to learning through reading code and trial and error rather than formal study.
INSIGHT

Pydantic's Balanced Validation Approach

  • Pydantic maximizes data validation by trying to coerce input into correct types rather than just rejecting them.
  • It balances Pythonic leniency with practical strictness to reduce errors without over-rejecting data.
ANECDOTE

Recursive Nested Validation

  • Pydantic recursively validates nested complex data structures like lists of models automatically.
  • It tries to convert nested elements based on the specified type annotations down to any depth needed.
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