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I ran: sqlContext.cacheTable("product") var df = sqlContext.sql("...complex query...") df.explain(true) ...and obtained: http://pastebin.com/k9skERsr ...where "[...]" corresponds therein to huge lists of records from the addressed table (product) The query is of the following ...