When you use aggregator transformation to aggregate it creates index and data caches to store the data 1.Of group By columns 2. Of aggreagte columns the incremental aggreagtion is used when we have historical data in place which will be used in aggregation incremental aggregation uses the cache which contains the historical data and for each group by column value already present in cache it add the data value to its corresponding data cache value and outputs the row in case of a incoming value having no match in index cache the new values for group by and output ports are inserted into the cache .
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