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