Batch v real time enrichment


Do the enrichment transformations that occur in both real-time and batch produce the same data?



Hi @kerrylev,

It totally depends on the enrichment - if the underlying data looked up is the same, then yes the data attached to the event by the enrichment should be the same!


@alex answered technically correct. Practical implications of a choice you’re about to make are a little more complex.
While streaming and batch enrichment processes are producing the same exact output on the same exact input if enrichments configured were exactly the same and executed in exactly the same timeframe… batch ETL ( which includes enrichment, shredding and data loading ) will shred the enriched data into individual context tables, while similar functionality is not yet available for streaming solutions. Some progress is being made to bridge the gap, but it has not yet been tested, scheduled for a release or documented.


Perfect. Thanks for the responses, @alex and @dashirov-ga.