Skip to content

feat: add Auto Loader schema evolution and at-scale demos #490

New issue

Have a question about this project? Sign up for a free GitHub account to open an issue and contact its maintainers and the community.

Sign up for GitHub

By clicking “Sign up for GitHub”, you agree to our terms of service and privacy statement. We’ll occasionally send you account related emails.

Already on GitHub? Sign in to your account

Merged
ravi-databricks merged 2 commits into from
Sep 28, 2026
Merged

feat: add Auto Loader schema evolution and at-scale demos #490

Show file tree
Hide file tree
Changes from all commits
Commits
Show all changes
2 commits
Select commit Hold shift + click to select a range
20506d1
feat: add Auto Loader schema evolution and at-scale demos
ravi-databricks Sep 27, 2026
e6e1945
feat: add and validate Auto Loader schema evolution demos
ravi-databricks Sep 27, 2026
File filter

Filter by extension

Filter by extension
Conversations
Failed to load comments.
Loading
Jump to
Jump to file
Failed to load files.
Loading
Diff view
Diff view
2 changes: 2 additions & 0 deletions README.md
View file
Open in desktop
Original file line number Diff line number Diff line change
Expand Up @@ -28,6 +28,8 @@

**When it's not the best fit:** one or two simple pipelines, Gold-layer business modeling, tables that each need unique application logic, a managed connector and downstream logic that already satisfy the complete Bronze/Silver requirement, or a need for a formal support SLA (SDP-META is a Databricks Labs project). See the [Introduction](https://databrickslabs.github.io/sdp-meta/docs/intro) for the full positioning.

> **See the core value at scale:** the [At-Scale Auto Loader Demo](demo/README.md#at-scale-auto-loader-demo) generates 100 metadata-driven Bronze and Silver flows from one onboarding model. It compares inferred, hinted, and explicit schemas and validates evolution, rescued data, DQ quarantine, table-specific Silver logic, and the handoff to Gold—without writing 100 pipelines.

### Components

#### Metadata Interface
Expand Down
248 changes: 191 additions & 57 deletions demo/README.md
View file
Open in desktop

Large diffs are not rendered by default.

Loading
Loading