SQL Rolling Defect Rate Query | Dataford Interview Questions

Your question is SQL Rolling Defect Rate Query. Start with the requirements and the two tables on the right.

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Problem

Mercedes-Benz Group operations teams need a daily quality metric across active manufacturing lines. Write a PostgreSQL query that calculates the overall defect rate for each production date and its rolling seven-day average.

Requirements

Include production from active lines only. Lines with is_active = FALSE or NULL must be excluded.
Calculate each daily defect rate as total defective units divided by total produced units across all active lines.
Calculate a rolling average over the current date and the preceding six calendar days using a window function.
Return dates in ascending order and round both rates to six decimal places.

Schema

manufacturing_lines

Column	Type	Description
line_idPK	INTEGER	Manufacturing line identifier
line_name	VARCHAR(100)	Mercedes-Benz production line name
plant_code	VARCHAR(20)	Manufacturing plant code
is_active	BOOLEAN	Whether the line is currently active

daily_production

Column	Type	Description
production_idPK	INTEGER	Production record identifier
line_id	INTEGER	Manufacturing line associated with the record
production_date	DATE	Production date
units_produced	INTEGER	Units produced on the line
defective_units	INTEGER	Units identified as defective
maintenance_note	TEXT	Optional production or maintenance note