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This commit is contained in:
379
telemetry/README.md
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telemetry/README.md
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# 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-out**: On by default, turned off with a single flag
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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-out Anytime**: `-telemetry=false` on the master stops all reporting
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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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A master starts reporting once its cluster stores at least 10 GiB, and the server drops reports under that floor. Every fresh `weed server`, CI job and throwaway container mints its own cluster id, and at tens of thousands a day they were nearly all of the counted clusters and almost none of the bytes.
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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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# Reporting to telemetry.seaweedfs.com is on by default
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weed master
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# Send to your own telemetry server instead
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weed master -telemetry.url=http://localhost:8080/api/collect
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# Turn reporting off
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weed master -telemetry=false
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weed server -master.telemetry=false
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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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# Disable telemetry (enabled by default)
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-telemetry=false
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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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In `weed server` and `weed mini` the flags are prefixed: `-master.telemetry=false` and `-master.telemetry.url=...`.
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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
|
||||
|
||||
# Example
|
||||
./telemetry-server -port=8080 -dashboard=true -cleanup=24h -max-age=2160h
|
||||
```
|
||||
|
||||
## Prometheus Metrics
|
||||
|
||||
The telemetry server exposes these Prometheus metrics:
|
||||
|
||||
### Cluster Metrics
|
||||
- `seaweedfs_telemetry_total_clusters`: Total unique clusters (30 days)
|
||||
- `seaweedfs_telemetry_active_clusters`: Active clusters (7 days)
|
||||
- `seaweedfs_telemetry_confirmed_clusters`: Active clusters seen on 7+ distinct days — one-shot reports don't count, and the version/OS distributions in `/api/stats` are computed over these
|
||||
|
||||
### Per-Cluster Metrics
|
||||
- `seaweedfs_telemetry_volume_servers{cluster_id}`: Volume servers per cluster
|
||||
- `seaweedfs_telemetry_disk_bytes{cluster_id}`: Disk usage per cluster
|
||||
- `seaweedfs_telemetry_volume_count{cluster_id}`: Volume count per cluster
|
||||
- `seaweedfs_telemetry_filer_count{cluster_id}`: Filer servers per cluster
|
||||
- `seaweedfs_telemetry_broker_count{cluster_id}`: Broker servers per cluster
|
||||
- `seaweedfs_telemetry_cluster_info{cluster_id, version, os}`: Cluster metadata
|
||||
|
||||
Value gauges are keyed by `cluster_id` only, so a cluster keeps one continuous
|
||||
series across upgrades. To slice values by version or OS, join with
|
||||
`cluster_info`, e.g.
|
||||
`seaweedfs_telemetry_disk_bytes * on(cluster_id) group_left(version, os) seaweedfs_telemetry_cluster_info`.
|
||||
|
||||
### Server Metrics
|
||||
- `seaweedfs_telemetry_reports_received_total`: Total telemetry reports received
|
||||
- `seaweedfs_telemetry_reports_skipped_total`: Reports dropped because the cluster stores less than 10 GiB
|
||||
|
||||
## API Endpoints
|
||||
|
||||
### Data Collection
|
||||
```bash
|
||||
# Submit telemetry data (protobuf only)
|
||||
POST /api/collect
|
||||
Content-Type: application/x-protobuf
|
||||
[TelemetryRequest protobuf data]
|
||||
```
|
||||
|
||||
### Statistics (JSON for dashboard/debugging)
|
||||
```bash
|
||||
# Get aggregated statistics
|
||||
GET /api/stats
|
||||
|
||||
# Get recent cluster instances
|
||||
GET /api/instances?limit=100
|
||||
|
||||
# Get metrics over time
|
||||
GET /api/metrics?days=30
|
||||
|
||||
# Get one cluster's daily usage history (disk bytes, volumes, volume servers)
|
||||
GET /api/history?cluster_id=<uuid>&days=90
|
||||
|
||||
# Get per-cluster disk usage and volume servers over time, largest first,
|
||||
# the rest summed as "other"
|
||||
GET /api/cluster-sizes?days=30&limit=20
|
||||
|
||||
# Get how many clusters ran each version over time, oldest version first,
|
||||
# the rest summed as "other"
|
||||
GET /api/versions?days=30&limit=8
|
||||
```
|
||||
|
||||
### Monitoring
|
||||
```bash
|
||||
# Prometheus metrics
|
||||
GET /metrics
|
||||
```
|
||||
|
||||
## Docker Deployment
|
||||
|
||||
### Complete Stack (Recommended)
|
||||
|
||||
```yaml
|
||||
# docker-compose.yml
|
||||
version: '3.8'
|
||||
services:
|
||||
telemetry-server:
|
||||
build:
|
||||
context: ../
|
||||
dockerfile: telemetry/server/Dockerfile
|
||||
ports:
|
||||
- "8080:8080"
|
||||
command: ["-port=8080", "-dashboard=true", "-cleanup=24h"]
|
||||
|
||||
prometheus:
|
||||
image: prom/prometheus:latest
|
||||
ports:
|
||||
- "9090:9090"
|
||||
volumes:
|
||||
- ./prometheus.yml:/etc/prometheus/prometheus.yml
|
||||
|
||||
grafana:
|
||||
image: grafana/grafana:latest
|
||||
ports:
|
||||
- "3000:3000"
|
||||
environment:
|
||||
- GF_SECURITY_ADMIN_PASSWORD=admin
|
||||
volumes:
|
||||
- ./grafana-provisioning:/etc/grafana/provisioning
|
||||
- ./grafana-dashboard.json:/var/lib/grafana/dashboards/seaweedfs.json
|
||||
```
|
||||
|
||||
```bash
|
||||
# Deploy the stack
|
||||
docker compose -f telemetry/docker-compose.yml up -d
|
||||
|
||||
# Scale telemetry server if needed
|
||||
docker compose -f telemetry/docker-compose.yml up -d --scale telemetry-server=3
|
||||
```
|
||||
|
||||
### Server Only
|
||||
|
||||
```bash
|
||||
# Build and run telemetry server (build from repo root to include all sources)
|
||||
docker build -t seaweedfs-telemetry -f telemetry/server/Dockerfile .
|
||||
docker run -p 8080:8080 seaweedfs-telemetry -port=8080 -dashboard=true
|
||||
```
|
||||
|
||||
## Development
|
||||
|
||||
### Protocol Buffer Development
|
||||
|
||||
```bash
|
||||
# Generate protobuf code
|
||||
cd telemetry
|
||||
protoc --go_out=. --go_opt=paths=source_relative proto/telemetry.proto
|
||||
|
||||
# The generated code is already included in the repository
|
||||
```
|
||||
|
||||
### Build from Source
|
||||
|
||||
```bash
|
||||
# Build telemetry server
|
||||
cd telemetry/server
|
||||
go build -o telemetry-server .
|
||||
|
||||
# Build SeaweedFS with telemetry support
|
||||
cd ../..
|
||||
go build -o weed ./weed
|
||||
```
|
||||
|
||||
### Testing
|
||||
|
||||
```bash
|
||||
# Test telemetry server
|
||||
cd telemetry/server
|
||||
go test ./...
|
||||
|
||||
# Test protobuf communication (requires protobuf tools)
|
||||
# See telemetry client code for examples
|
||||
```
|
||||
|
||||
## Grafana Dashboard
|
||||
|
||||
The included Grafana dashboard provides:
|
||||
|
||||
- **Overview**: Total and active clusters, version distribution
|
||||
- **Resource Usage**: Volume servers and disk usage over time
|
||||
- **Infrastructure**: Operating system distribution and server counts
|
||||
- **Growth Trends**: Historical growth patterns
|
||||
|
||||
### Custom Queries
|
||||
|
||||
```promql
|
||||
# Total active clusters
|
||||
seaweedfs_telemetry_active_clusters
|
||||
|
||||
# Disk usage per cluster
|
||||
seaweedfs_telemetry_disk_bytes{cluster_id="<uuid>"}
|
||||
|
||||
# Disk usage by version (join with cluster_info for version/os)
|
||||
sum by (version) (seaweedfs_telemetry_disk_bytes * on(cluster_id) group_left(version) seaweedfs_telemetry_cluster_info)
|
||||
|
||||
# Volume servers by operating system
|
||||
sum by (os) (seaweedfs_telemetry_volume_servers * on(cluster_id) group_left(os) seaweedfs_telemetry_cluster_info)
|
||||
|
||||
# Broker servers across all clusters
|
||||
sum(seaweedfs_telemetry_broker_count)
|
||||
|
||||
# Growth rate (weekly)
|
||||
increase(seaweedfs_telemetry_total_clusters[7d])
|
||||
```
|
||||
|
||||
## Security Considerations
|
||||
|
||||
- **Network Security**: Use HTTPS in production environments
|
||||
- **Access Control**: Implement authentication for Grafana and Prometheus
|
||||
- **Data Retention**: Configure appropriate retention policies
|
||||
- **Monitoring**: Monitor the telemetry infrastructure itself
|
||||
|
||||
## Troubleshooting
|
||||
|
||||
### Common Issues
|
||||
|
||||
**SeaweedFS not sending data:**
|
||||
```bash
|
||||
# Check telemetry configuration
|
||||
weed master -h | grep telemetry
|
||||
|
||||
# Verify connectivity
|
||||
curl -v http://your-telemetry-server:8080/api/collect
|
||||
```
|
||||
|
||||
**Server not receiving data:**
|
||||
```bash
|
||||
# Check server logs
|
||||
docker-compose logs telemetry-server
|
||||
|
||||
# Verify metrics endpoint
|
||||
curl http://localhost:8080/metrics
|
||||
```
|
||||
|
||||
**Prometheus not scraping:**
|
||||
```bash
|
||||
# Check Prometheus targets
|
||||
curl http://localhost:9090/api/v1/targets
|
||||
|
||||
# Verify configuration
|
||||
docker-compose logs prometheus
|
||||
```
|
||||
|
||||
### Debugging
|
||||
|
||||
```bash
|
||||
# Enable verbose logging in SeaweedFS
|
||||
weed master -v=2 -telemetry=true
|
||||
|
||||
# Check telemetry server metrics
|
||||
curl http://localhost:8080/metrics | grep seaweedfs_telemetry
|
||||
|
||||
# Test data flow
|
||||
curl http://localhost:8080/api/stats
|
||||
```
|
||||
|
||||
## Contributing
|
||||
|
||||
1. Fork the repository
|
||||
2. Create a feature branch
|
||||
3. Make your changes
|
||||
4. Add tests if applicable
|
||||
5. Submit a pull request
|
||||
|
||||
## License
|
||||
|
||||
This telemetry system is part of SeaweedFS and follows the same Apache 2.0 license.
|
||||
Reference in New Issue
Block a user