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E-Commerce Platform Analytics Pipeline: Orders to Warehouse

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 run an e-commerce platform with hundreds of thousands of merchants and millions of daily orders, but our analytics team currently queries the production database directly, which is creating performance problems for the application. We need to move analytics onto a proper warehouse without disrupting the live platform. Design the pipeline that replicates order and product data from the OLTP system into the analytics layer with sufficient freshness for business reporting.

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