Thanks for the question and using MS Q&A platform.
To dynamically map columns in Azure Data Factory (ADF) to Dynamics 365 (Microsoft Dataverse), you can follow these steps:
Copy Data Activity with Dynamic Mapping:
- In your ADF pipeline, use a Copy Data activity to move data from your source (Azure DB) to Dynamics 365.
- Within the Copy Data activity, navigate to the Mapping tab.
- Add dynamic content to the mapping properties. The syntax should look like this:
@json(activity('Lookup_name').output.firstRow.column_name)
- You can also pass dynamic mapping JSON as a parameter from a pipeline parameter file.
Data Flow Transformation (for more complex scenarios):
- If you need more advanced transformations, consider using an ADF Data Flow.
- Add a Select transformation to the source output.
- In the Select settings, use the Rule-based mapping option to write dynamic expressions that match column names with the sink columns in Dynamics 365.
please check this link:https://stackoverflow.com/questions/69768398/how-can-i-make-data-flow-column-mapping-dynamic-in-azure-data-factory-based-on-d
Hope this helps. Do let us know if you any further queries.