Learn OCEAN-SDK with Real Code Examples
Updated Nov 25, 2025
Performance Notes
Efficient for decentralized data access
Compute-to-data requires off-chain resources
Blockchain latency affects real-time access
Token transfers may incur gas fees
Optimized for EVM networks
Security Notes
Access control enforced via smart contracts
Compute-to-data preserves private dataset integrity
Transactions secured via blockchain consensus
SDK prevents unauthorized access
Smart contracts auditable on-chain
Monitoring Analytics
Track dataset consumption events
Monitor token transfers
Analyze compute-to-data job success
Marketplace usage metrics
Integrate with dashboards for insights
Code Quality
Follow Python/JS best practices
Validate DDO metadata
Test SDK integration thoroughly
Monitor event consistency
Document dataset and token logic