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mediumSystem Design

Covering indexes (INCLUDE) and Bitmap Heap Scans — how do you eliminate heap fetches in 2025?

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01

Understand the problem

Design INCLUDE indexes for index-only scans and understand when bitmap scans batch random I/O.

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02

Attempt it yourself

Sketch your approach before reading the solution — that's what interviews test.

Nudge consolestandby

Stuck? Beam a request up — the console returns a conceptual nudge that guides your logic without spoiling the implementation.

03

Study the solution

INCLUDE (col) adds non-key payload to an index for Index-Only Scans without bloating the B-tree. Bitmap Heap Scan batches index lookups into sorted TIDs for sequential-ish heap reads — ideal for medium selectivity or OR queries.

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04

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