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Einstein Analytic Note: Data layer/ Dataflow vs Recipe


Dataflow should be build from the lowest grain data source. All lookup fields could be added in the dataflow.
Digest node:
  • filter is not recommended to add in digest node --> use filter node.
  • dimension field should have N/A as a default value for grouping.
Compute Relative: column based calculations (last/first day, latest opty by account, biggest opty by country, change from previous amount/stage/...)
Compute Expression:Row based calculations (margin, same row date calculations, saql case statement...)

Recipe: transform dataset.

Tips:
Combine datasets in data layer --> reduce dependency on saql
Add derived fields in data layer --> reduce dependency on Json binding
Add common lookup fields to datasets --> reduce dependency on Json binding

Resource:
Choosing Dataflow or Recipe (tbh, I dont think I could choose which one I should use if I watch this video solely)

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