Query Analytics Engine

Deep insights into every query executed on your database. Understand patterns, identify bottlenecks, and optimize intelligently.

query-analytics-dashboard: last-7-days
TOTAL QUERIES
2.4B
In last 7 days
AVG EXEC TIME
2.1ms
↓ 0.3ms improvement
TOP QUERY
SELECT users.* FROM users
542M executions
SLOW QUERIES
847
⚠ Needs attention
Top 5 Most Expensive Queries:
SELECT o.* FROM orders o JOIN customers c... 2,340ms total
SELECT * FROM transactions WHERE created_at... 1,890ms total
SELECT COUNT(*) FROM order_items GROUP BY... 1,234ms total
SELECT id, name FROM products ORDER BY... 890ms total
SELECT * FROM user_preferences WHERE... 756ms total
Query Distribution by Type:
SELECT:
72%
INSERT:
18%
UPDATE:
7%
DELETE:
3%

📊 Query Fingerprinting

Automatically group similar queries to analyze patterns. See which queries are consuming the most resources.

  • ✓ Semantic query grouping
  • ✓ Parameter variation detection
  • ✓ Workload classification

⚠️ Anomaly Detection

Machine learning detects unusual query patterns, performance degradation, and potential issues automatically.

  • ✓ Real-time anomaly alerts
  • ✓ Root cause analysis
  • ✓ Predictive insights

🔗 Query Source Tracking

Track which application, user, or service is running each query. Link queries to your codebase.

  • ✓ Application attribution
  • ✓ Git integration
  • ✓ Performance by component

📈 Historical Analysis

Dive deep into historical query performance. Understand how queries have evolved over time.

  • ✓ Long-term retention
  • ✓ Trend analysis
  • ✓ Performance comparison

Advanced Analytics Features

Query Correlation Analysis

Understand how queries interact with each other. Identify lock contention, resource competition, and cascading effects.

Query Dependency Graph
Query A: SELECT * FROM customers
↓ Often followed by
Query B: SELECT * FROM orders WHERE customer_id = ?
99.2% correlation
↓ Lock contention: 2.3ms avg delay
Query C: UPDATE customers SET last_seen = NOW()

Performance Regression Detection

Automatically catch performance degradation. Compare current performance with historical baselines.

Query Performance Change
Today: 45.2ms avg
Yesterday: 22.1ms avg
7-day avg: 24.3ms avg
⚠ 104% degradation vs 7-day average
Likely Cause
→ Index unused_index_customers not used
→ Missing index: idx_created_at
✓ Recent schema change detected
Recommend: Apply index suggestion