القائمة
Enable MySQL slow query log and use pt-query-digest to identify the most expensive database queries
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ISUCON13 contest manual — server topology, service management, benchmark execution, and rules. Use when: checking environment setup, running benchmarks, or understanding contest constraints
ISUPipe application manual — features, terms, constraints, and API specs. Use when: understanding the app domain, checking API behavior or MUST/MAY requirements
General strategy for identifying and adding missing database indexes in ISUCON web applications
General techniques for optimizing user icon/avatar image serving in ISUCON web applications
General techniques for identifying and fixing N+1 query problems in ISUCON web applications
| name | slow-query-analysis |
| description | Enable MySQL slow query log and use pt-query-digest to identify the most expensive database queries |
Identify the most expensive MySQL queries using the slow query log and pt-query-digest.
exec host="vm1" command="sudo mysql -u isucon -pisucon -e \"
SET GLOBAL slow_query_log = 'ON';
SET GLOBAL slow_query_log_file = '/var/log/mysql/slow.log';
SET GLOBAL long_query_time = 0.01;
\""
Note: long_query_time = 0.01 captures queries taking >10ms. For initial analysis, 0.1 (100ms) may be sufficient.
exec host="vm1" command="which pt-query-digest || sudo apt-get install -y percona-toolkit"
Clear the slow query log:
exec host="vm1" command="sudo truncate -s 0 /var/log/mysql/slow.log"
Run a benchmark:
benchmark_start
Analyze results:
exec host="vm1" command="sudo pt-query-digest /var/log/mysql/slow.log --limit 10"
Profile — Top queries by total time:
Rank Query ID Response time Calls R/Call
==== ================================ ============= ===== ======
1 0x1234567890ABCDEF... 150.0000 45.0% 500 0.3000
Per-query details — Full SQL, EXPLAIN output, index usage
| Pattern | Issue | Fix |
|---|---|---|
| High R/Call, low Calls | Single slow query | Add index, rewrite query |
| Low R/Call, high Calls | N+1 pattern | Batch or JOIN |
| Full table scan in EXPLAIN | Missing index | Add appropriate index |
| filesort in EXPLAIN | Sorting without index | Add composite index |
exec host="vm1" command="sudo tail -200 /var/log/mysql/slow.log | grep -E 'Query_time|^SELECT|^UPDATE|^INSERT'"
To avoid log file growth during production benchmarks:
exec host="vm1" command="sudo mysql -u isucon -pisucon -e \"SET GLOBAL slow_query_log = 'OFF'\""