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Home/Questions/Cloud/Tools/How do you use Azure Databricks notebooks within ADF pipelines?

How do you use Azure Databricks notebooks within ADF pipelines?

Cloud/Toolseasy0.2 min read

Reviewed by Aditya Kumar · Last reviewed 2026-03-24

Architectural flow: Databricks activity (Notebook or JAR) in pipeline. Linked service to Databricks (host, token/Azure AD). Specify notebook path, cluster (existing or job), parameters. Example: Copy → Databricks Notebook (transform) → Copy to Synapse....

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Asked at 1 company
Category
179
questions in Cloud/Tools
Difficulty Split
104E|27M|48H
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1,863
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Expert Answer
48 words

Architectural flow: Databricks activity (Notebook or JAR) in pipeline. Linked service to Databricks (host, token/Azure AD). Specify notebook path, cluster (existing or job), parameters. Example: Copy → Databricks Notebook (transform) → Copy to Synapse. Best practice: Pass pipeline params; job clusters for cost; retry; cluster pools for startup.

⚡
Pro Tip

Red Flag: Always-on cluster for occasional runs. Pro-Move: 'We use job clusters; pool for fast start; params from pipeline—cost 60% lower than all-purpose.'

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