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Provide high speed filtering and aggregation over data

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Greetings! I noticed that method html2unicode referred a StackOverflow post, while [a recent comment](https://stackoverflow.com/questions/57708/convert-xml-html-entities-into-unicode-string-in-python#comment67119532_12614706) to it mentioned that this raise UnicodeDecodeError with utf-8 strings. You must either decode('utf-8') it first...

We're opening this issue because your project has used Travis CI within the last 6 months. If you have already migrated off it, you can close and ignore this issue....

`{"select":{"value":"b.~N~", "aggregate":"one"}}` makes sense, so we should allow it.

There has been a couple of instances where these "aggregates" have not worked

When aggregating, a `select` clause without an `aggregate` property appears to be ignored. Either default to `count`, or `one` or throw an error

Figure out the pathology in the code that deals with this query. It is likely related to the other issues that filter nested columns ``` from: treeherder select: - repo.index...

Right now putting the same column in both results in a name collision; but if they are the same expression (or column) then it should be allowed, if only because...

eg https://github.com/mozilla/ActiveData/blob/dev/docs/schema_unittest.md