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The dashboard charted one summed disk-usage line, so a step in the total gave no hint which cluster moved. A new panel stacks each cluster's daily size as its own band: the top of the stack is the fleet total, each band is one cluster, and the clusters past the twentieth are summed into an "other" band so the stack still adds up to the total. The series is built from the per-cluster daily histories and served by /api/cluster-sizes. Clusters report roughly once a day at no fixed hour, so a day with no report carries the previous value forward — dropping it to zero would sag the total every day as the clusters that have not reported yet fall out from under it. A cluster that stops reporting past the active window ends at its last sample instead of holding capacity forever. Ranking is by the most recent day, tie-broken on cluster id so the colors do not shuffle between refreshes. Hover and click resolve to the band under the pointer: Chart.js's builtin interaction modes match the nearest line, which on a stack of thin bands is rarely the band being pointed at. Clicking one fills the per-cluster history lookup below it.
368 lines
10 KiB
Markdown
368 lines
10 KiB
Markdown
# SeaweedFS Telemetry System
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A privacy-respecting telemetry system for SeaweedFS that collects cluster-level usage statistics and provides visualization through Prometheus and Grafana.
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## Features
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- **Privacy-First Design**: Uses in-memory cluster IDs (regenerated on restart), no personal data collection
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- **Prometheus Integration**: Native Prometheus metrics for monitoring and alerting
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- **Grafana Dashboards**: Pre-built dashboards for data visualization
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- **Protocol Buffers**: Efficient binary data transmission for optimal performance
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- **Opt-in Only**: Disabled by default, requires explicit configuration
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- **Docker Compose**: Complete monitoring stack deployment
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- **Automatic Cleanup**: Configurable data retention policies
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## Architecture
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```
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SeaweedFS Cluster → Telemetry Client → Telemetry Server → Prometheus → Grafana
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(protobuf) (metrics) (queries)
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```
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## Data Transmission
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The telemetry system uses **Protocol Buffers exclusively** for efficient binary data transmission:
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- **Compact Format**: 30-50% smaller than JSON
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- **Fast Serialization**: Better performance than text-based formats
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- **Type Safety**: Strong typing with generated Go structs
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- **Schema Evolution**: Built-in versioning support
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### Protobuf Schema
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```protobuf
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message TelemetryData {
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string cluster_id = 1; // In-memory generated UUID
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string version = 2; // SeaweedFS version
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string os = 3; // Operating system
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// Field 4 reserved (was features)
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// Field 5 reserved (was deployment)
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int32 volume_server_count = 6; // Number of volume servers
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uint64 total_disk_bytes = 7; // Total disk usage
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int32 total_volume_count = 8; // Total volume count
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int32 filer_count = 9; // Number of filer servers
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int32 broker_count = 10; // Number of broker servers
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int64 timestamp = 11; // Collection timestamp
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}
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```
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## Privacy Approach
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- **No Personal Data**: No hostnames, IP addresses, or user information
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- **In-Memory IDs**: Cluster IDs are generated in-memory and change on restart
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- **Aggregated Data**: Only cluster-level statistics, no individual file/user data
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- **Opt-in Only**: Telemetry is disabled by default
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- **Transparent**: Open source implementation, clear data collection policy
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## Collected Data
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| Field | Description | Example |
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|-------|-------------|---------|
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| `cluster_id` | In-memory UUID (changes on restart) | `a1b2c3d4-...` |
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| `version` | SeaweedFS version | `3.45` |
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| `os` | Operating system and architecture | `linux/amd64` |
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| `volume_server_count` | Number of volume servers | `5` |
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| `total_disk_bytes` | Total disk usage across cluster | `1073741824` |
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| `total_volume_count` | Total number of volumes | `120` |
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| `filer_count` | Number of filer servers | `2` |
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| `broker_count` | Number of broker servers | `1` |
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| `timestamp` | When data was collected | `1640995200` |
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## Quick Start
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### 1. Deploy Telemetry Server
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```bash
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# Clone and start the complete monitoring stack
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git clone https://github.com/seaweedfs/seaweedfs.git
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cd seaweedfs
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docker compose -f telemetry/docker-compose.yml up -d
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# Or run the server directly
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cd telemetry/server
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go run . -port=8080 -dashboard=true
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```
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### 2. Configure SeaweedFS
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```bash
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# Enable telemetry in SeaweedFS master (uses default telemetry.seaweedfs.com)
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weed master -telemetry=true
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# Or in server mode
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weed server -telemetry=true
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# Or specify custom telemetry server
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weed master -telemetry=true -telemetry.url=http://localhost:8080/api/collect
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```
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### 3. Access Dashboards
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- **Telemetry Server**: http://localhost:8080
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- **Prometheus**: http://localhost:9090
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- **Grafana**: http://localhost:3000 (admin/admin)
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## Configuration
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### SeaweedFS Master/Server
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```bash
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# Enable telemetry
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-telemetry=true
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# Set custom telemetry server URL (optional, defaults to telemetry.seaweedfs.com)
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-telemetry.url=http://your-telemetry-server:8080/api/collect
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```
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### Telemetry Server
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```bash
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# Server configuration
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-port=8080 # Server port
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-dashboard=true # Enable built-in dashboard
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-cleanup=24h # Cleanup interval
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-max-age=2160h # Maximum data retention (90 days)
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-state-file=data/telemetry-state.json # Persist state across restarts (empty to disable)
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-state-save=1h # How often to save changed state
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# Example
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./telemetry-server -port=8080 -dashboard=true -cleanup=24h -max-age=2160h
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```
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## Prometheus Metrics
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The telemetry server exposes these Prometheus metrics:
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### Cluster Metrics
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- `seaweedfs_telemetry_total_clusters`: Total unique clusters (30 days)
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- `seaweedfs_telemetry_active_clusters`: Active clusters (7 days)
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- `seaweedfs_telemetry_confirmed_clusters`: Active clusters seen on 2+ distinct days — one-shot reports don't count, and the version/OS distributions in `/api/stats` are computed over these
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### Per-Cluster Metrics
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- `seaweedfs_telemetry_volume_servers{cluster_id}`: Volume servers per cluster
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- `seaweedfs_telemetry_disk_bytes{cluster_id}`: Disk usage per cluster
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- `seaweedfs_telemetry_volume_count{cluster_id}`: Volume count per cluster
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- `seaweedfs_telemetry_filer_count{cluster_id}`: Filer servers per cluster
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- `seaweedfs_telemetry_broker_count{cluster_id}`: Broker servers per cluster
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- `seaweedfs_telemetry_cluster_info{cluster_id, version, os}`: Cluster metadata
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Value gauges are keyed by `cluster_id` only, so a cluster keeps one continuous
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series across upgrades. To slice values by version or OS, join with
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`cluster_info`, e.g.
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`seaweedfs_telemetry_disk_bytes * on(cluster_id) group_left(version, os) seaweedfs_telemetry_cluster_info`.
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### Server Metrics
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- `seaweedfs_telemetry_reports_received_total`: Total telemetry reports received
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## API Endpoints
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### Data Collection
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```bash
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# Submit telemetry data (protobuf only)
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POST /api/collect
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Content-Type: application/x-protobuf
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[TelemetryRequest protobuf data]
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```
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### Statistics (JSON for dashboard/debugging)
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```bash
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# Get aggregated statistics
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GET /api/stats
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# Get recent cluster instances
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GET /api/instances?limit=100
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# Get metrics over time
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GET /api/metrics?days=30
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# Get one cluster's daily usage history (disk bytes, volumes, volume servers)
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GET /api/history?cluster_id=<uuid>&days=90
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# Get per-cluster disk usage over time, largest first, the rest summed as "other"
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GET /api/cluster-sizes?days=30&limit=20
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```
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### Monitoring
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```bash
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# Prometheus metrics
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GET /metrics
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```
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## Docker Deployment
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### Complete Stack (Recommended)
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```yaml
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# docker-compose.yml
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version: '3.8'
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services:
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telemetry-server:
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build:
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context: ../
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dockerfile: telemetry/server/Dockerfile
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ports:
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- "8080:8080"
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command: ["-port=8080", "-dashboard=true", "-cleanup=24h"]
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prometheus:
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image: prom/prometheus:latest
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ports:
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- "9090:9090"
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volumes:
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- ./prometheus.yml:/etc/prometheus/prometheus.yml
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grafana:
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image: grafana/grafana:latest
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ports:
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- "3000:3000"
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environment:
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- GF_SECURITY_ADMIN_PASSWORD=admin
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volumes:
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- ./grafana-provisioning:/etc/grafana/provisioning
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- ./grafana-dashboard.json:/var/lib/grafana/dashboards/seaweedfs.json
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```
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```bash
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# Deploy the stack
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docker compose -f telemetry/docker-compose.yml up -d
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# Scale telemetry server if needed
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docker compose -f telemetry/docker-compose.yml up -d --scale telemetry-server=3
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```
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### Server Only
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```bash
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# Build and run telemetry server (build from repo root to include all sources)
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docker build -t seaweedfs-telemetry -f telemetry/server/Dockerfile .
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docker run -p 8080:8080 seaweedfs-telemetry -port=8080 -dashboard=true
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```
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## Development
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### Protocol Buffer Development
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```bash
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# Generate protobuf code
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cd telemetry
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protoc --go_out=. --go_opt=paths=source_relative proto/telemetry.proto
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# The generated code is already included in the repository
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```
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### Build from Source
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```bash
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# Build telemetry server
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cd telemetry/server
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go build -o telemetry-server .
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# Build SeaweedFS with telemetry support
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cd ../..
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go build -o weed ./weed
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```
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### Testing
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```bash
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# Test telemetry server
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cd telemetry/server
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go test ./...
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# Test protobuf communication (requires protobuf tools)
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# See telemetry client code for examples
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```
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## Grafana Dashboard
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The included Grafana dashboard provides:
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- **Overview**: Total and active clusters, version distribution
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- **Resource Usage**: Volume servers and disk usage over time
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- **Infrastructure**: Operating system distribution and server counts
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- **Growth Trends**: Historical growth patterns
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### Custom Queries
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```promql
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# Total active clusters
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seaweedfs_telemetry_active_clusters
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# Disk usage per cluster
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seaweedfs_telemetry_disk_bytes{cluster_id="<uuid>"}
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# Disk usage by version (join with cluster_info for version/os)
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sum by (version) (seaweedfs_telemetry_disk_bytes * on(cluster_id) group_left(version) seaweedfs_telemetry_cluster_info)
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# Volume servers by operating system
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sum by (os) (seaweedfs_telemetry_volume_servers * on(cluster_id) group_left(os) seaweedfs_telemetry_cluster_info)
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# Broker servers across all clusters
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sum(seaweedfs_telemetry_broker_count)
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# Growth rate (weekly)
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increase(seaweedfs_telemetry_total_clusters[7d])
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```
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## Security Considerations
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- **Network Security**: Use HTTPS in production environments
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- **Access Control**: Implement authentication for Grafana and Prometheus
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- **Data Retention**: Configure appropriate retention policies
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- **Monitoring**: Monitor the telemetry infrastructure itself
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## Troubleshooting
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### Common Issues
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**SeaweedFS not sending data:**
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```bash
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# Check telemetry configuration
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weed master -h | grep telemetry
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# Verify connectivity
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curl -v http://your-telemetry-server:8080/api/collect
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```
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**Server not receiving data:**
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```bash
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# Check server logs
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docker-compose logs telemetry-server
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# Verify metrics endpoint
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curl http://localhost:8080/metrics
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```
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**Prometheus not scraping:**
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```bash
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# Check Prometheus targets
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curl http://localhost:9090/api/v1/targets
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# Verify configuration
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docker-compose logs prometheus
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```
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### Debugging
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```bash
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# Enable verbose logging in SeaweedFS
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weed master -v=2 -telemetry=true
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# Check telemetry server metrics
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curl http://localhost:8080/metrics | grep seaweedfs_telemetry
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# Test data flow
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curl http://localhost:8080/api/stats
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```
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## Contributing
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1. Fork the repository
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2. Create a feature branch
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3. Make your changes
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4. Add tests if applicable
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5. Submit a pull request
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## License
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This telemetry system is part of SeaweedFS and follows the same Apache 2.0 license. |