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LQO

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LQO

LQO Adds a Proxy That Learns Faster PostgreSQL Plans From Live Traffic

LQO 0.2.0 adds lqo serve. Instead of reading a log, LQO now sits between the application and PostgreSQL as a proxy, passes every message through unchanged, and times every query by shape. With a replica to work on, it tries the slow shapes there under …

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LQO

LQO Corrects PostgreSQL Row Estimates Where One Planner Switch Is Not Enough

LQO 0.5.0 adds row-count hints for servers with the pg_hint_plan extension. LQO already times each query’s default plan with EXPLAIN …

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LQO

LQO Finds Faster Plans for 35 of 94 Join Order Benchmark Query Shapes

LQO 0.1.0 has now run the Join Order Benchmark, the standard test for query optimizers: 113 queries over the IMDB movie database, which fold …

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LQO

LQO Launches, Finding the PostgreSQL Queries a Planner Setting Makes Faster

LQO, the studio’s eighteenth project, is a learned query optimizer for PostgreSQL that steers the planner instead of replacing it. …

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LQO

LQO Learns From Similar PostgreSQL Queries and Proves New Ones With Half the Replica Time

LQO 0.4.0 lets lqo serve learn across queries. Queries that read the same tables are relatives, and a new one starts from what its relatives …

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LQO

LQO Row Count Hints Speed Up 9 Join Order Benchmark Queries No Planner Switch Could Fix

LQO ran the Join Order Benchmark again, this time with pg_hint_plan, so it could try its row-count hints next to the planner switches. …

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LQO

LQO Starts Applying Proven Planner Settings to Live PostgreSQL Queries

LQO 0.3.0 adds active mode to lqo serve. Until now the proxy only learned and reported. With --mode active it applies each setting it has …

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