From d70b82630cbf435963abd7343318d9bc23173dbd Mon Sep 17 00:00:00 2001 From: Mitch Ross Date: Sun, 15 Dec 2024 01:06:10 -0500 Subject: [PATCH] add docs for metrics --- docs/docs/configuration/metrics.md | 99 ++++++++++++++++++++++++++++++ docs/sidebars.ts | 1 + 2 files changed, 100 insertions(+) create mode 100644 docs/docs/configuration/metrics.md diff --git a/docs/docs/configuration/metrics.md b/docs/docs/configuration/metrics.md new file mode 100644 index 000000000..a12238f0a --- /dev/null +++ b/docs/docs/configuration/metrics.md @@ -0,0 +1,99 @@ +--- +id: metrics +title: Metrics +--- + +# Metrics + +Frigate exposes Prometheus metrics at the `/metrics` endpoint that can be used to monitor the performance and health of your Frigate instance. + +## Available Metrics + +### System Metrics +- `frigate_cpu_usage_percent{pid="", name="", process="", type="", cmdline=""}` - Process CPU usage percentage +- `frigate_mem_usage_percent{pid="", name="", process="", type="", cmdline=""}` - Process memory usage percentage +- `frigate_gpu_usage_percent{gpu_name=""}` - GPU utilization percentage +- `frigate_gpu_mem_usage_percent{gpu_name=""}` - GPU memory usage percentage + +### Camera Metrics +- `frigate_camera_fps{camera_name=""}` - Frames per second being consumed from your camera +- `frigate_detection_fps{camera_name=""}` - Number of times detection is run per second +- `frigate_process_fps{camera_name=""}` - Frames per second being processed +- `frigate_skipped_fps{camera_name=""}` - Frames per second skipped for processing +- `frigate_detection_enabled{camera_name=""}` - Detection enabled status for camera +- `frigate_audio_dBFS{camera_name=""}` - Audio dBFS for camera +- `frigate_audio_rms{camera_name=""}` - Audio RMS for camera + +### Detector Metrics +- `frigate_detector_inference_speed_seconds{name=""}` - Time spent running object detection in seconds +- `frigate_detection_start{name=""}` - Detector start time (unix timestamp) + +### Storage Metrics +- `frigate_storage_free_bytes{storage=""}` - Storage free bytes +- `frigate_storage_total_bytes{storage=""}` - Storage total bytes +- `frigate_storage_used_bytes{storage=""}` - Storage used bytes +- `frigate_storage_mount_type{mount_type="", storage=""}` - Storage mount type info + +### Service Metrics +- `frigate_service_uptime_seconds` - Uptime in seconds +- `frigate_service_last_updated_timestamp` - Stats recorded time (unix timestamp) +- `frigate_device_temperature{device=""}` - Device Temperature + +### Event Metrics +- `frigate_camera_events{camera="", label=""}` - Count of camera events since exporter started + +## Configuring Prometheus + +To scrape metrics from Frigate, add the following to your Prometheus configuration: + +```yaml +scrape_configs: + - job_name: 'frigate' + metrics_path: '/metrics' + static_configs: + - targets: ['frigate:5000'] + scrape_interval: 15s +``` + +## Example Queries + +Here are some example PromQL queries that might be useful: + +```promql +# Average CPU usage across all processes +avg(frigate_cpu_usage_percent) + +# Total GPU memory usage +sum(frigate_gpu_mem_usage_percent) + +# Detection FPS by camera +rate(frigate_detection_fps{camera_name="front_door"}[5m]) + +# Storage usage percentage +(frigate_storage_used_bytes / frigate_storage_total_bytes) * 100 + +# Event count by camera in last hour +increase(frigate_camera_events[1h]) +``` + +## Grafana Dashboard + +You can use these metrics to create Grafana dashboards to monitor your Frigate instance. Here's an example of metrics you might want to track: + +- CPU, Memory and GPU usage over time +- Camera FPS and detection rates +- Storage usage and trends +- Event counts by camera +- System temperatures + +A sample Grafana dashboard JSON will be provided in a future update. + +## Metric Types + +The metrics exposed by Frigate use the following Prometheus metric types: + +- **Counter**: Cumulative values that only increase (e.g., `frigate_camera_events`) +- **Gauge**: Values that can go up and down (e.g., `frigate_cpu_usage_percent`) +- **Info**: Key-value pairs for metadata (e.g., `frigate_storage_mount_type`) + +For more information about Prometheus metric types, see the [Prometheus documentation](https://prometheus.io/docs/concepts/metric_types/). \ No newline at end of file diff --git a/docs/sidebars.ts b/docs/sidebars.ts index b0b8cdf48..90cbcc828 100644 --- a/docs/sidebars.ts +++ b/docs/sidebars.ts @@ -22,6 +22,7 @@ const sidebars: SidebarsConfig = { Configuration: { 'Configuration Files': [ 'configuration/index', + 'configuration/metrics', 'configuration/reference', { type: 'link',