Accelerate code deployments and version upgrades
Deploy code with confidence while maintaining data reliability and pipeline performance.
VERSION TRACKING
Profile code versions
→ establish a baseline
Stop being blind to version changes
- Code, execution plan, env, dependencies
- Schema, internal & external lineage
- Data output quality
- Performance and resources
AUTO-STAGING
Simulate runs
in CI
→ test behavior on real data
Stop hesitating before deploying
- Auto-redirect production outputs to staging env
- Auto-inject unified metrics
- Build behavior profile for release candidate
COMPARATIVE ANALYSIS
Ensure behavior parity
→ proactively prevent issues
Stop breaking production
- Detect data & performance anomalies of release candidate
- Tie anomalies to asset & version changes
- Enforce standards pre deployment
Learn more how definity can help team establish fully contextualized monitoring in Spark and DBT
How it works
Learn more how definity can help team establish fully contextualized monitoring in Spark and DBT