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Do I have to fill every parameter on a parametrized entity?

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Only the mandatory ones. The connector reads nullable="false" from the OData metadata and surfaces those as required. Preview and Save are blocked while a mandatory parameter is empty. Optional parameters keep their metadata default if you leave them blank. See Use parametrized OData entities.