Open Source · Rust‑Powered · Cloud‑Native
Data Agent-Ready. One Warehouse.
Analytics, Search, AI, Python Sandbox — unified in Rust. Native on S3.
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or run locally:
docker run -p 8000:8000 datafuselabs/databendSQL Analytics
Full-Text & JSON Search
Vector Search for AI
Vectorized Execution·
Columnar Storage·
High Concurrency
SELECT route_name, weather, COUNT(*) AS total_events, AVG(duration_ms) AS avg_duration
FROM videos JOIN frame_events USING (video_id)
WHERE created_at >= '2024-01-01'
GROUP BY route_name, weather ORDER BY total_events DESC
LIMIT 100;
Architecture Overview
Client
SQL
JDBC
AI SDKs
Integrations
Meta Service
Raft KV
Metadata
Transactions
Security & Gov
Unified Engine
PARSER · PLANNER · OPTIMIZER · VECTOR EXECUTION · ELASTIC
Analytics
JoinsAggsStreamingTransforms
Search
Full-textFiltersSemantic
Vector DB
ImagesVideoRAG
Geospatial
DistancePolygonsH3
Data Storage
Data Models
Structured · Semi · Vectors · Unstructured
Columnar Format
Blocks → Segments → Snapshots (Index · Cache)
Storage
S3AzureGCSOSSR2MinIOHDFSHF
Instant On. Always Ready.
< 500ms
Provisioning
Stateless architecture, zero cold start
> 50%
Cost Savings
Benchmarked vs Snowflake Standard
99.95%
Uptime SLA
HA services with cross-region failover
Security Built In
Access Control
Fine-grained permissions
- RBAC + DAC
- Masking Policy
- Network Policy
Encryption
End-to-end protection
- TLS 1.2 everywhere
- Storage encryption
- AWS PrivateLink
Compliance
Industry certifications
- SOC 2 Type II
- GDPR compliant
- Regular audits
Observability
Full visibility into operations
- Query audit logs
- Real-time monitoring
- Anomaly detection
Connect Your Way
Python
Java
Node.js
Go
Rust
Works with What You Use
50+ integrations across your entire data stack.
RDBMS
Streams & Orchestrators
Data Lake Formats
Cloud Storage
Visualizations
Languages & Drivers
RDBMSStreams & OrchestatorsData Lake Formats
Cloud StorageVisualizations Languages & Drivers
