Read or write Azure SQL Database from an AIDP notebook through the AIDP `aidataplatform` Spark format handler. Use when the user mentions Azure SQL, Azure SQL Database, AZURE_SQLSERVER, or a database.windows.net endpoint. Auth is SQL username/password.
Help the user pick the right connector skill for their data source from an AIDP notebook. Use as a router when the user mentions multiple sources, isn't sure which connector applies, or asks "how do I connect to X from AIDP". Covers 25 data sources — Oracle Autonomous DB family (ALH/ADW/ATP), generic Oracle DB, ExaCS, PeopleSoft, Siebel, Fusion ERP/BICC, EPM Cloud, Essbase, OCI Streaming, Object Storage, Iceberg, plus PostgreSQL, MySQL/HeatWave, SQL Server, Azure SQL, Hive, Snowflake, Azure ADLS, AWS S3, Salesforce, NetSuite, generic REST, custom JDBC, Excel.
Read NetSuite SuiteAnalytics Connect data from an AIDP notebook through the AIDP `aidataplatform` Spark format handler. Use when the user mentions NetSuite, SuiteAnalytics Connect, ns.account.id, ns.role.id, or ns.access.token. Supports username/password or OAuth access-token authentication. Read-only.
Read Snowflake from an AIDP notebook through the AIDP `aidataplatform` Spark format handler. Use when the user mentions Snowflake, Snowflake warehouse, Basic authentication, KeyPair authentication, private.key.file, or private.key.content. Snowflake writes are not supported in AIDP 4.0.
Read or write Microsoft SQL Server from an AIDP notebook via the AIDP `aidataplatform` Spark format handler. Use when the user mentions SQL Server, MSSQL, or has a TDS host/port. Auth is host/port + database + user/password.
Use when the user asks Codex to connect to Oracle AI Data Platform Workbench, run aidp-cli commands, manage AIDP notebooks/workflows/clusters/catalogs/schemas/volumes/MLOps/bundles/audit/roles/credentials, execute a notebook workflow, export task outputs, or collect AIDP logs.
YAML-driven acceptance contract for batch and streaming pipelines that need convergence verification, not just "no exceptions". Declares PASS only after K consecutive zero-result windows (consecutive-zero-window convergence). Use for streaming jobs, slowly-draining backfills, or any pipeline whose success is "the pending queue is empty".
Configure the s3:// → oci:// bucket / namespace mapping the migrator uses to rewrite paths during notebook + catalog migration. Use when (a) the user has external tables / files at s3:// paths that need to land on OCI Object Storage, OR (b) check_data_availability reports "S3 bucket X not found in OCI bucket mapping", OR (c) DDL rewriter logs a missing-bucket warning.