How can I ensure my data is valid before processing it?
An example of an AI chatbot conversation about testing data validation techniques.
How can I ensure my data is valid before processing it?
You can use various techniques like schema validation, data type checks, and range checks to ensure data validity.
What tools can I use for schema validation?
Popular tools include JSON Schema, Ajv for JavaScript, and Pydantic for Python.
Can you explain how to implement range checks?
Sure! Range checks involve verifying that data falls within a specified minimum and maximum value.
What are some common data validation errors to watch out for?
Common errors include missing values, incorrect data types, and out-of-range values.
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