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Backports the following commits to 7.x:

When checking the cardinality of a field, the query should be take into account. The user might know about some bad data in their index and want to filter down to the target_field values they care about.
@benwtrent benwtrent added :ml Machine learning backport labels Dec 9, 2019
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Pinging @elastic/ml-core (:ml)

@benwtrent benwtrent merged commit 0b6ce96 into elastic:7.x Dec 9, 2019
@benwtrent benwtrent deleted the backport/7.x/pr-49939 branch May 12, 2020 12:47
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