Separate application roles from data access
Superset authentication controls who enters the application; database credentials and dataset permissions influence what they can query. Plan both. A user who cannot see a dashboard may still have another query route if connection and role design is broad.
Map sign-in and roles
Use the current Superset documentation to select and test an identity approach. Keep controlled administrator recovery, map offboarding, and separate administration, dataset curation, publishing, and viewing. Test roles with ordinary accounts, not only an administrator session.
Scope sources and datasets
Give source credentials least privilege, identify schemas and tables, and use a reporting target where needed. Curate shared datasets with an owner, definition, freshness note, and sensitivity. Test row and column restrictions with the same identity path real users follow.
Publish and change safely
Separate draft exploration from reviewed dashboards. A shared chart needs a definition owner and review date. Before releases, back up metadata, test sign-in, roles, source connectivity, representative SQL and visual queries, then record the rollback decision.
Access decisions
Make each boundary explicit.
| Boundary | Decision | Proof |
|---|---|---|
| Identity | Who can enter? | Offboarding test. |
| Role | Who can administer or publish? | Restricted account test. |
| Source | What data is queryable? | Scoped credential test. |
| Dataset | What is approved? | Owner and definition record. |
Common questions
Can all analysts use one role?
Only if their source and publication responsibilities truly match. Broad roles make review weaker.
Does hiding a dashboard secure data?
No. Review database, dataset, and role paths too.
What is an acceptance test?
A basic user signs in, sees approved material, queries intended data, and cannot administer or reach excluded sources.
Plan, validate, run
Inventory people, roles, sources, datasets, and shared dashboards.
Test normal, restricted, and administrator accounts with representative queries.
Review access, source health, metadata backup, and content ownership.
Handover checks
Keep current evidence.
Role exercise
Each role has an observed boundary.
Dataset register
Shared datasets have owner and definition.
Release test
Upgrade includes a metadata backup and representative query checks.
