Design Prefect Data Pipeline

planningChallengeNovember 29, 2025

Prompt Content

Design a Prefect flow to simulate ingesting data from various sources: mock hardware inventory (current stock, acquisition date), hardware usage logs (per device, per hour), and energy consumption logs (total KWH per rack). Detail the tasks within your flow to preprocess this data, including cleaning, aggregation, and feature engineering for demand forecasting and energy prediction models. How will you ensure data quality and lineage?

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