Adapters and additional tools
Choose relevant integrations: pointblank, dbt, targets, catalogs, PostgreSQL, S3 and custom adapters.
Work through each module in the displayed order. Prerequisite links lead to the earlier modules you need.
V01 Suggest a contract from dataReview inferred types deliberately.V02 Compare contract versionsDocument ownership and grain.V03 Check reference dataDistinguish quality actions.V04 Use a custom transformationApply one additional recipe verb.V05 Replace and remove a recipeReuse preparation on another product.V06 Detect profile driftSeparate observation from rules.V07 Use a pointblank agentRun the same formula with pointblank.V08 Read an Excel sourceSeparate file reading from definition.V09 Read an API sourceTry a DBI backend locally.V10 Import an ODCS contractSave a portable contract.V11 Retry catalog deliveryInspect metadata without the app.V12 Create a dbt project and bind its sourcePrepare separate CLI access.V13 Inspect dbt tests and lineageExecute SQL models and tests.V14 Publish dbt outputBring SQL output into R.V15 Orchestrate named stepsExpress dependencies through function arguments.V16 Rerun after a correctionProvide prior results for reuse.V17 Generate a targets graphGenerate repeatable project files.V18 Publish with PostgreSQLStore metadata externally.V19 Read output from S3Separate file storage from the metadata catalog.V20 Prepare two writer processesObserve coordinated publication.V21 Preview snapshot expiryEvaluate a business deadline.V22 Use an experimental Iceberg targetUnderstand a separate table adapter.V23 Test a target roundtripUnderstand R's S3 extension protocol.V24 Review in the Data ViewerRead static output-column dependencies.V25 Use the offline DuckDB alternativePractice lake concepts without DuckLake.