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Databases Intermediate

What is EXPLAIN ANALYZE?

A PostgreSQL command that shows the execution plan of a query along with actual runtime statistics for performance tuning.

EXPLAIN ANALYZE runs a query and shows how the database executed it: which indexes were used, join methods, row estimates vs actuals, and timing. This is the primary tool for query performance optimization.

Key things to look for: sequential scans on large tables (may need indexes), large differences between estimated and actual rows (statistics may be outdated), and nested loop joins on large datasets (may need different join strategy).

Related Terms

Database Index Types
Different index structures (B-tree, Hash, GIN, GiST, BRIN) optimized for various query patterns and data types.
Materialized View
A database object that stores the precomputed result of a query, offering faster reads at the cost of periodic refresh.
Database Proxy
A middleware server that sits between applications and databases, providing connection pooling, load balancing, and query routing.
Transaction
A sequence of database operations that are treated as a single unit — either all succeed or all are rolled back.
Query Optimization
The process of improving database query performance through indexing, query rewriting, and schema design techniques.
Crosstab Query
A query that transforms rows into columns, creating a pivot table view of aggregated data.
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