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A data contract is a formal agreement between a data provider and a data consumer. It defines the structure, format, semantics, and quality obligations of the data being exchanged. Unlike traditional documentation, a data contract is enforceable code. Key Components of a Verified Data Contract: Here’s a concise, high-value feature idea for a
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3. The Data Contract Lifecycle
Implementing data contracts involves a shift in workflow: Here’s a concise
Step 1: Identify High-Risk Data Products
Don’t contract everything. Start with one critical pipeline that frequently breaks downstream dashboards or models (e.g., customer_events, product_inventory, financial_transactions).