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What are some examples of Pydantic validation?

An example of an AI chatbot conversation about Pydantic validation examples.

😀
You

Can you give me some examples of how to use Pydantic for data validation?

MagicBuddy
MagicBuddy

Sure! Pydantic is a data validation and settings management library for Python. Here are a few examples.

😀
You

What if I want to validate a list of items?

MagicBuddy
MagicBuddy

You can use the List type from Pydantic. For example:

from pydantic import BaseModel, conlist

class Item(BaseModel):
    name: str
    quantity: int

class Order(BaseModel):
    items: conlist(Item, min_items=1)
😀
You

How do I handle optional fields in Pydantic?

MagicBuddy
MagicBuddy

You can use Optional from the typing module. For instance:

from typing import Optional

class User(BaseModel):
    name: str
    age: Optional[int] = None
😀
You

Can Pydantic validate nested models?

MagicBuddy
MagicBuddy

Yes, Pydantic can validate nested models. You just need to define the nested model as a field in the parent model.

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