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SaaS API Connector with Incremental Sync

A medium Pipeline Design interview practice problem on DataDriven. Write and execute real pipeline design code with instant grading.

Domain
Pipeline Design
Difficulty
medium
Seniority
senior

Problem

We need to pull data from a third-party CRM into our warehouse on a continuous basis. The vendor's API has rate limits, changes schema without notice, and we need a full historical copy plus ongoing incremental updates. Design a data pipeline that reliably syncs this API source into our warehouse.

Practice This Problem

Solve this Pipeline Design problem with real code execution. DataDriven runs your solution and grades it instantly.