plugin

oracle-ai-data-platform-workbench-databricks-migrator plugin

Automates migrating Databricks notebooks, job DAGs, and catalog schemas to Oracle AIDP. It runs and verifies code on a live cluster via Claude Code.

Install into Claude Code · Plugin marketplace All methods and platforms ↓

/plugin install oracle-ai-data-platform-workbench-databricks-migrator@claude-plugins-official
/plugin marketplace add anthropics/claude-plugins-official

Open on GitHub

What oracle-ai-data-platform-workbench-databricks-migrator does

This plugin converts Databricks workflows and Unity Catalog DDL to run on Oracle AI Data Platform. The migration happens in two stages. First, it analyzes %run dependencies and rewrites syntax. Next, it submits code cell by cell to a live AIDP cluster over WebSocket, checking Spark logs and error streams. When a cell fails, the built-in loop attempts up to 10 automated fixes.

The bundled Python runtime resides inside the plugin directory under engine/. It requires no separate repository clone. During execution, commands such as saveAsTable or INSERT INTO are rerouted into an isolated sandbox schema. Production tables stay untouched.

Migration requires a running cluster in Active status. Without active compute and local OCI credentials, the verification loop will fail.

What it helps with

Migrate Databricks notebooks and task DAGs to an AIDP cluster
Translate Unity Catalog table DDL into DataLake schemas
Test and auto-repair failing notebook cells directly on live compute
Redirect write operations into a sandbox schema to protect existing data

Example prompts for the agent

Run aidp-migrator-bootstrap to verify OCI credentials and AIDP cluster status.
Build an AIDP migration plan for the Databricks workspace using env-coords.md.
Execute aidp-fixup-cell on the failing cell in the converted notebook.

How to install oracle-ai-data-platform-workbench-databricks-migrator

Plugin marketplace

/plugin install oracle-ai-data-platform-workbench-databricks-migrator@claude-plugins-official

/plugin marketplace add anthropics/claude-plugins-official

Step by step, with commands for each platform: Claude Code plugins: marketplaces, installing, and building your own

Questions about oracle-ai-data-platform-workbench-databricks-migrator

How to install oracle-ai-data-platform-workbench-databricks-migrator in Claude Code?

Register the marketplace catalog and install the package: first run /plugin marketplace add anthropics/claude-plugins-official, then run /plugin install oracle-ai-data-platform-workbench-databricks-migrator@claude-plugins-official.

What does this plugin do?

It ports Databricks jobs, notebooks, and catalog DDL to Oracle AIDP. It rewrites syntax, executes code on an AIDP cluster, and automatically patches errors.

What prerequisites are needed before running a migration?

You need Python 3.10+, an active AIDP cluster, configured OCI credentials in ~/.oci/config, and an ANTHROPIC_API_KEY environment variable.

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