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Users want to create dynamic pipelines for a greater reusability and ease of operations. This guide walks users through on how to create a dynamic pipeline to use for MERGE use-cases. For context on dynamic pipelines please refer to this article Dynamic pipelines

Background

Data Fusion provides BQ Execute action that can be used to execute MERGE queries. To create a fully dynamic MERGE queries there are different aspects that needs to be parameterized. As an example:

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Data Fusion supports recursive macros that can be used to fully parameterize Merge queries which will require a nested macro.

Solution

  1. Parameterize the BQ Execute action with a single parameter for the SQL query.

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3. Pass in the parameters required during runtime

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