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- AI.md: Pulse AI assistant (chat, patrol, auto-fix) - METRICS_HISTORY.md: Persistent metrics storage - MAIL_GATEWAY.md: PMG monitoring support - AUTO_UPDATE.md: One-click updates - Updated README.md with 5.0 features section
2.4 KiB
2.4 KiB
Metrics History
Pulse 5.0 introduces persistent metrics history, allowing you to view historical resource usage data and trends over time.
Features
- Persistent Storage: Metrics are saved to disk and survive restarts
- Configurable Retention: Set how long to keep different metric types
- Trend Analysis: View resource usage patterns over time
- Spark Lines: See at-a-glance trends in the dashboard
Configuration
Retention Settings
Configure retention periods in Settings → General → Metrics History:
| Metric Type | Default | Description |
|---|---|---|
| Host Metrics | 7 days | CPU, memory, disk for hypervisors |
| Guest Metrics | 7 days | VM and container metrics |
| Container Metrics | 3 days | Docker/Podman container stats |
| Aggregate Metrics | 30 days | Cluster-wide summaries |
Environment Variables
# Override via environment
PULSE_METRICS_HOST_RETENTION_DAYS=14
PULSE_METRICS_GUEST_RETENTION_DAYS=14
PULSE_METRICS_CONTAINER_RETENTION_DAYS=7
PULSE_METRICS_AGGREGATE_RETENTION_DAYS=60
Storage
Metrics are stored in /etc/pulse/data/metrics/ (or your configured data directory).
Disk Usage
Approximate storage requirements:
- ~1 KB per resource per hour
- 10 hosts × 50 guests × 7 days ≈ 8 MB
Database Maintenance
Pulse automatically:
- Compacts old data
- Prunes metrics beyond retention period
- Optimizes storage during low-usage periods
API Access
Query historical metrics via the API:
# Get metrics for a specific resource
curl -H "X-API-Token: $TOKEN" \
"http://localhost:7655/api/metrics/history?resource=vm-100&hours=24"
# Get aggregated cluster metrics
curl -H "X-API-Token: $TOKEN" \
"http://localhost:7655/api/metrics/history?type=aggregate&days=7"
Visualization
Dashboard Sparklines
The dashboard shows 24-hour trend sparklines for each resource, updating in real-time.
Detailed Charts
Click on any resource to see detailed historical charts with:
- Selectable time ranges (1h, 6h, 24h, 7d, 30d)
- Multiple metric overlays (CPU, memory, disk, network)
- Zoom and pan controls
Troubleshooting
Metrics not persisting
- Check data directory permissions
- Verify disk space availability
- Check logs:
journalctl -u pulse | grep metrics
High disk usage
- Reduce retention periods in Settings
- Exclude low-value resources from history
- Run manual cleanup: Settings → General → Clear Old Metrics