CLN: Resubmit of GH14700. Fixes GH14554. Errors other than Indexing…#14912

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clham:gh14554-b

Commits on Dec 18, 2016

CLN: Resubmit of GH14700. Fixes GH14554. Errors other than IndexingError and KeyError now bubble up appropriately.
clham
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