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Adds reporting of memory usage for data frame analytics jobs.
This commit introduces a new index pattern .ml-stats-* whose
first concrete index will be .ml-stats-000001. This index serves
to store instrumentation information for those jobs.

Backport of #52778 and #52958

Adds reporting of memory usage for data frame analytics jobs.
This commit introduces a new index pattern `.ml-stats-*` whose
first concrete index will be `.ml-stats-000001`. This index serves
to store instrumentation information for those jobs.

Backport of elastic#52778 and elastic#52958
@dimitris-athanasiou dimitris-athanasiou added :ml Machine learning backport labels Feb 29, 2020
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Pinging @elastic/ml-core (:ml)

@dimitris-athanasiou dimitris-athanasiou merged commit 85b4e45 into elastic:7.x Feb 29, 2020
@dimitris-athanasiou dimitris-athanasiou deleted the df-analytics-memory-usage-7x branch February 29, 2020 11:03
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