I believe that Geth is planning to have a pruning function eventually, but it isn't available yet. If you resync from scratch using --fast it should reduce the size to around 11GiB. The .ethash folder is used for mining, and it can be deleted if you are not mining. It will be recreated if it is ever needed.
Jordan Mack
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