Home / Plugins / oracle-ai-data-platform-workbench-databricks-migrator
oracle-ai-data-platform-workbench-databricks-migrator
oracle-samples/oracle-aidp-samplesPlugin
Drive the Oracle AI Data Platform (AIDP) Databricks Migration Toolkit in natural language. Plans and executes automated Databricks → AIDP migrations of notebooks, jobs, schedules, and catalog DDL — Pass-1 dependency rewrite + Pass-2 cell-by-cell execute/verify/fix on a live AIDP cluster with Claude.
Why this score
This repo hosts 3 add-ons, so its 57 stars are split between them (about 19 each) for scoring.
Popularity score: 64/100 from public GitHub signals only. It shows how widely used and maintained this is, not how well it works. Not included yet: the fake-star check. The security scan is shown separately and doesn't change the score. How we rank
Security
Scanned Oct 22, 2026 at commit a7225cbdd935, with Cisco's open-source skill-scanner.
What its code does:
- Reads environment variables and sends network requests with them API clients do this to send your key to the service. Check which service it talks to.engine/scripts/agent_migrate.py, engine/scripts/extract_catalog_databricks.py, engine/scripts/job_migrate.py and 2 more
- Runs shell commands Common for dev tools. Read the commands it runs.engine/aidp_compat/sql_magic.py:99, engine/scripts/migrate_validate.py:97
- Runs code it builds while running (eval or exec) Harder to read ahead of time, since the code is assembled while it runs.engine/aidp_compat/notebook.py:3, engine/scripts/agent_migrate.py:1270, engine/scripts/job_migrate.py:5682 and 7 more
- Makes network requestsengine/aidp_compat/notebook_policy.py:2814, engine/scripts/agent_migrate.py:83, engine/scripts/aidp_executor.py:179 and 47 more
- Uses dependencies without a pinned version A later version of a dependency could change what runs.engine/requirements.txt:5 and 6 more
- Downloads content and runs it Whatever it downloads can change after we scanned it.engine/scripts/job_migrate_from_workflow.py:506
A scan lists patterns in the code. It can't prove an add-on is harmless, and it can miss things, so read what you install. How we scan
Alternatives
Other makers' add-ons that do the same job, next to this one.
| Name | Score | Stars | Context | Updated |
|---|---|---|---|---|
| This oneoracle-ai-data-platform-workbench-databricks-migrator oracle-samples/oracle-aidp-samples · Plugin | 64 | ★ 57 | not measured | 2d ago |
| migrator Goldziher/ai-rulez · Subagent Both about migrator and migration | 56 | ★ 163 | ≈12 in chat | 16d ago |
| data-platform-engineer luanmorenommaciel/agentspec · Subagent Same job: data pipelines | 59 | ★ 253 | ≈30 in chat | 24d ago |
| component-migrator davila7/claude-code-templates · Subagent Both about migrator and catalog | 80 | ★ 33k | ≈54 in chat | 16d ago |
| db-migrator laolaoshiren/claude-code-skills-zh · Skill Both about migrator | 69 | ★ 894 | ≈10 always | 16d ago |
| optimizing-databricks-sql AltimateAI/data-engineering-skills · Skill Same job: data pipelines | 59 | ★ 129 | ≈111 always | 20d ago |