mirror of
https://github.com/seaweedfs/seaweedfs.git
synced 2026-08-16 12:16:36 +00:00
* telemetry: keep the reported version in the daily history The version only ever lived on the instance record, which holds a cluster's latest report, so there was no way to ask what anything ran last Tuesday. Record it per sample, and let the daily axis carry strings as well as counts. State written before this has no version on its samples. The newest sample is the report the instance record itself came from, so fill that one in on load rather than starting a version series a day late. * telemetry: serve the fleet's version make-up over time /api/versions gives how many clusters ran each release per day, on the same axis and hold-forward rule as the cluster sizes. Releases are ordered by number rather than by size: the caller stacks them, and a stack whose order changes with the counts is unreadable over time. The tail past the limit is summed into "other" so the stack still adds up. Days with no version are dropped before the axis is built, so the series spans the days it knows a version for instead of climbing out of blanks. * telemetry: draw version distribution as a stacked growth chart The pie only ever showed today. Stacked over 30 days the height is the confirmed fleet and each band is a release, so one chart carries the growth and the rollouts at once. Newest release on the floor, so the band being read is anchored to the axis instead of riding on everything below it. Eight fixed hues instead of the evenly spaced ones the cluster stacks use: evenly spaced put a green and a cyan close enough to be hard to tell apart, which matters for a set you read rather than a wall of anonymous ids. Versions past the eighth fold into "other", and each band carries its own number so the chart reads without matching colours against the legend.
376 lines
11 KiB
Markdown
376 lines
11 KiB
Markdown
# SeaweedFS Telemetry System
|
|
|
|
A privacy-respecting telemetry system for SeaweedFS that collects cluster-level usage statistics and provides visualization through Prometheus and Grafana.
|
|
|
|
## Features
|
|
|
|
- **Privacy-First Design**: Uses in-memory cluster IDs (regenerated on restart), no personal data collection
|
|
- **Prometheus Integration**: Native Prometheus metrics for monitoring and alerting
|
|
- **Grafana Dashboards**: Pre-built dashboards for data visualization
|
|
- **Protocol Buffers**: Efficient binary data transmission for optimal performance
|
|
- **Opt-out**: On by default, turned off with a single flag
|
|
- **Docker Compose**: Complete monitoring stack deployment
|
|
- **Automatic Cleanup**: Configurable data retention policies
|
|
|
|
## Architecture
|
|
|
|
```
|
|
SeaweedFS Cluster → Telemetry Client → Telemetry Server → Prometheus → Grafana
|
|
(protobuf) (metrics) (queries)
|
|
```
|
|
|
|
## Data Transmission
|
|
|
|
The telemetry system uses **Protocol Buffers exclusively** for efficient binary data transmission:
|
|
|
|
- **Compact Format**: 30-50% smaller than JSON
|
|
- **Fast Serialization**: Better performance than text-based formats
|
|
- **Type Safety**: Strong typing with generated Go structs
|
|
- **Schema Evolution**: Built-in versioning support
|
|
|
|
### Protobuf Schema
|
|
|
|
```protobuf
|
|
message TelemetryData {
|
|
string cluster_id = 1; // In-memory generated UUID
|
|
string version = 2; // SeaweedFS version
|
|
string os = 3; // Operating system
|
|
// Field 4 reserved (was features)
|
|
// Field 5 reserved (was deployment)
|
|
int32 volume_server_count = 6; // Number of volume servers
|
|
uint64 total_disk_bytes = 7; // Total disk usage
|
|
int32 total_volume_count = 8; // Total volume count
|
|
int32 filer_count = 9; // Number of filer servers
|
|
int32 broker_count = 10; // Number of broker servers
|
|
int64 timestamp = 11; // Collection timestamp
|
|
}
|
|
```
|
|
|
|
## Privacy Approach
|
|
|
|
- **No Personal Data**: No hostnames, IP addresses, or user information
|
|
- **In-Memory IDs**: Cluster IDs are generated in-memory and change on restart
|
|
- **Aggregated Data**: Only cluster-level statistics, no individual file/user data
|
|
- **Opt-out Anytime**: `-telemetry=false` on the master stops all reporting
|
|
- **Transparent**: Open source implementation, clear data collection policy
|
|
|
|
## Collected Data
|
|
|
|
| Field | Description | Example |
|
|
|-------|-------------|---------|
|
|
| `cluster_id` | In-memory UUID (changes on restart) | `a1b2c3d4-...` |
|
|
| `version` | SeaweedFS version | `3.45` |
|
|
| `os` | Operating system and architecture | `linux/amd64` |
|
|
| `volume_server_count` | Number of volume servers | `5` |
|
|
| `total_disk_bytes` | Total disk usage across cluster | `1073741824` |
|
|
| `total_volume_count` | Total number of volumes | `120` |
|
|
| `filer_count` | Number of filer servers | `2` |
|
|
| `broker_count` | Number of broker servers | `1` |
|
|
| `timestamp` | When data was collected | `1640995200` |
|
|
|
|
## Quick Start
|
|
|
|
### 1. Deploy Telemetry Server
|
|
|
|
```bash
|
|
# Clone and start the complete monitoring stack
|
|
git clone https://github.com/seaweedfs/seaweedfs.git
|
|
cd seaweedfs
|
|
docker compose -f telemetry/docker-compose.yml up -d
|
|
|
|
# Or run the server directly
|
|
cd telemetry/server
|
|
go run . -port=8080 -dashboard=true
|
|
```
|
|
|
|
### 2. Configure SeaweedFS
|
|
|
|
```bash
|
|
# Reporting to telemetry.seaweedfs.com is on by default
|
|
weed master
|
|
|
|
# Send to your own telemetry server instead
|
|
weed master -telemetry.url=http://localhost:8080/api/collect
|
|
|
|
# Turn reporting off
|
|
weed master -telemetry=false
|
|
weed server -master.telemetry=false
|
|
```
|
|
|
|
### 3. Access Dashboards
|
|
|
|
- **Telemetry Server**: http://localhost:8080
|
|
- **Prometheus**: http://localhost:9090
|
|
- **Grafana**: http://localhost:3000 (admin/admin)
|
|
|
|
## Configuration
|
|
|
|
### SeaweedFS Master/Server
|
|
|
|
```bash
|
|
# Disable telemetry (enabled by default)
|
|
-telemetry=false
|
|
|
|
# Set custom telemetry server URL (optional, defaults to telemetry.seaweedfs.com)
|
|
-telemetry.url=http://your-telemetry-server:8080/api/collect
|
|
```
|
|
|
|
In `weed server` and `weed mini` the flags are prefixed: `-master.telemetry=false` and `-master.telemetry.url=...`.
|
|
|
|
### Telemetry Server
|
|
|
|
```bash
|
|
# Server configuration
|
|
-port=8080 # Server port
|
|
-dashboard=true # Enable built-in dashboard
|
|
-cleanup=24h # Cleanup interval
|
|
-max-age=2160h # Maximum data retention (90 days)
|
|
-state-file=data/telemetry-state.json # Persist state across restarts (empty to disable)
|
|
-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 2+ 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
|
|
|
|
## 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. |