Query cost estimation in databricks sql warehouse

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Our sql warehouse in databricks is shared among many teams. Some have few queries to run and some teams have large queries on large tables. How can I attribute cost on this shared resource. What all we know of a query DAtabricks provide few metrics around query runs like

  • Query runtime
  • Query memory usage
  • Rows scanned

Also we know the DBUs a sql warehouse is consuming. We were thinking of using the memory consumed by the query to calculate the cost by getting the cost of running per mb/ per sec

Let me know if there are better ways to doing it

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