Roll up or transform your data
Elasticsearch offers the following methods for manipulating your data:
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Rolling up your historical data
The Elastic Stack data rollup features provide a means to summarize and store historical data so that it can still be used for analysis, but at a fraction of the storage cost of raw data.
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Transforms enable you to convert existing Elasticsearch indices into summarized indices, which provide opportunities for new insights and analytics.
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https://www.elastic.co/guide/en/elasticsearch/reference/7.17/data-rollup-transform.html