How can I handle validation errors in Pydantic?
You can handle validation errors in Pydantic by using the ValidationError
exception. When you create a model instance, if the data is invalid, it raises this exception.
Can you show me an example of how to catch that exception?
Sure! Here's a simple example:
from pydantic import BaseModel, ValidationError
class User(BaseModel):
name: str
age: int
try:
user = User(name='Alice', age='twenty') # Invalid age
except ValidationError as e:
print(e.json()) # This will print the validation errors
What kind of information does the ValidationError provide?
The ValidationError
provides details about the errors, including the field names, error types, and error messages. You can access this information using the errors()
method or by converting it to JSON.
Is there a way to customize the error messages?
Yes, you can customize error messages by using the @validator
decorator in your Pydantic model. This allows you to define custom validation logic and messages.
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