tugraph-db
TuGraph is an open-source graph database written in C++ that handles large-scale graph data with ACID transactions and Cypher query support. It holds LDBC SNB performance benchmarks and supports embedded graph analytics, bulk import, and stored procedures in C++/Python.
Key facts
Objective fields from the source. Values we can't verify are shown as “Unknown” rather than guessed.
| Field | Value |
|---|---|
| Repository | TuGraph-family/tugraph-db |
| Owner | TuGraph-family |
| Primary language | C++ |
| License | Apache-2.0 — OSI-approved |
| Stars | 1.7k |
| Forks | 214 |
| Open issues | 179 |
| Latest release | v4.5.2 (2025-03-13) |
| Last updated | 2026-05-11 |
| Source | https://github.com/TuGraph-family/tugraph-db |
What tugraph-db is
Labeled property graph database with full ACID serializable transactions, OpenCypher query API, embedded graph analytics framework, multi-index support (full-text, primary, secondary), and stored procedure APIs. Written in C++; supports Python bindings. Claims to process millions of vertices per second and scale to tens of terabytes.
Get the tugraph-db source
Clone the repository and explore it locally.
git clone https://github.com/TuGraph-family/tugraph-db.gitcd tugraph-db# follow the project's README for install & configurationNeed it deployed, integrated, or customized instead? DEV.co ships production installs.
Best use cases
Implementation considerations
- Requires C++ compilation; Docker images provided for CentOS7 and Ubuntu. Building from source involves CMake and dependency management via deps/build_deps.sh.
- OpenCypher API is primary query language; requires learning Cypher syntax and understanding graph traversal patterns specific to property graph model.
- Stored procedures use C++ or Python; integrating custom analytics requires either C++ compilation or Python scripting knowledge.
- LDBC SNB benchmark results claimed (2022/9/1); no independent third-party benchmarks, performance audits, or production deployment case studies provided in data.
- 179 open issues as of data snapshot; active development but no SLA or support model documented beyond community contribution.
When to avoid it — and what to weigh
- Simple key-value or document storage needs — TuGraph is specialized for graph queries; if your data is primarily documents or key-value pairs without complex relationship traversal, a simpler database will be more appropriate.
- Real-time streaming ingestion at extreme scale — While TuGraph supports bulk import, no documentation provided on real-time streaming capabilities or performance guarantees for continuous high-throughput inserts.
- Windows-native or proprietary cloud-only deployments — Build instructions recommend Linux (CentOS7, Ubuntu). No mention of Windows support or managed cloud services outside Aliyun partnership.
- Multi-tenant or highly isolated deployment models — No documentation provided on multi-tenancy, role-based isolation, or compliance-focused operational modes.
License & commercial use
Licensed under Apache License 2.0 (Apache-2.0), an OSI-approved permissive open-source license allowing commercial use, modification, and distribution with attribution and liability disclaimers.
Apache-2.0 explicitly permits commercial use without restrictions on proprietary software or service offerings. However, no commercial support, SLA, liability framework, or indemnification mentioned in provided data. Evaluate your risk tolerance and consider separate commercial support or service agreements if deploying in mission-critical environments.
DEV.co evaluation signals
Editorial assessment — not user reviews. Directional, with an explicit confidence level.
| Signal | Assessment |
|---|---|
| Maintenance | Active |
| Documentation | Adequate |
| License clarity | Clear |
| Deployment complexity | Moderate |
| DEV.co fit | Good |
| Assessment confidence | High |
No security audit results, vulnerability disclosure policy, or threat model provided. C++ codebase increases surface area for memory-safety issues. No encryption at rest/in-transit explicitly mentioned. Authentication, authorization, and row-level security details not visible in README. Conduct threat modeling and code review before deploying to sensitive environments. Monitor GitHub security advisories.
Alternatives to consider
Neo4j
Mature, widely-adopted graph database with commercial support, stronger operational tooling, and larger ecosystem. Higher licensing costs for enterprise features; trade-off is risk reduction and vendor support.
Amazon Neptune
Managed graph database with AWS integration, automatic scaling, and professional support. Vendor lock-in and higher operational cost; suitable if AWS ecosystem is already in use.
JanusGraph
Open-source, distributed graph database with pluggable storage backends. Requires managing backend storage and more operational complexity; better for multi-data-center deployments.
Build on tugraph-db with DEV.co software developers
Review the deployment architecture, conduct a security audit, and test with your data before production use. Consider our consulting services for architecture review, performance tuning, and integration planning.
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tugraph-db FAQ
What query language does TuGraph use?
Can I use TuGraph in production commercially?
What are the system requirements for deployment?
How does TuGraph compare to Neo4j on performance?
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