Data type validation

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Definition

The data type validation test allows you to set guardrails on the data types of your features.

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Taxonomy

• Category: Integrity.
• Task types: Tabular classification, tabular regression.
• Availability: development and monitoring.

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Why it matters

• Detect data quality issues early by ensuring each feature has the expected data type.

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Test configuration examples

If you are writing a tests.json, here are a few valid configurations for the character length test: