QUALITY
Automatically assign a freshness status to assets
Avoid accidental reuse of stale assets.🔄 Tasks
Carry out this workflow on a periodic (e.g. daily or weekly) basis.
- Introspect updates: Execute the last refreshes and updates to each asset.
- Update status: Change the status of an asset based on its age.
- After 30 days without any updates, mark as
Stale
. - After 60 days without any updates, mark as
Pending deprecation
. - After 90 days without any updates, change the Certification to
Deprecated
.
- After 30 days without any updates, mark as
If a user changes the status, that will restart this “clock”.
🎉 Outcome
Avoid accidental reuse of stale assets.
Related
QUALITY
Continuous validation of metric calculations
Ensure that calculations are accurate and identify problems.
QUALITY
Build an exception queue for certification
Maintain a minimum acceptable standard for certified metadata.
QUALITY
Automated quality control of data pipelines
Avoid propagation and use of poor quality data.