Yes it can. Beside Hortonworks ambari, there is a development work underway at Canonical to automatically deploy HDP 2.1 stack individually or in a collection (big data solution, i.e. hadoop, hive, mysql).
go to https://jujucharms.com/ and search for text “hdp”,
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Reply To: HDP on 64-bit Ubuntu 14.04 LTS
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