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[7.x][ML] Data frame analytics data counts (#53998) #54031

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dimitris-athanasiou
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This commit instruments data frame analytics
with stats for the data that are being analyzed.
In particular, we count training docs, test docs,
and skipped docs.

In order to account docs with missing values as skipped
docs for analyses that do not support missing values,
this commit changes the extractor so that it only ignores
docs with missing values when it collects the data summary,
which is used to estimate memory usage.

Backport of #53998

@elasticmachine
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Pinging @elastic/ml-core (:ml)

This commit instruments data frame analytics
with stats for the data that are being analyzed.
In particular, we count training docs, test docs,
and skipped docs.

In order to account docs with missing values as skipped
docs for analyses that do not support missing values,
this commit changes the extractor so that it only ignores
docs with missing values when it collects the data summary,
which is used to estimate memory usage.

Backport of elastic#53998
@dimitris-athanasiou dimitris-athanasiou merged commit 5ce7c99 into elastic:7.x Mar 24, 2020
@dimitris-athanasiou dimitris-athanasiou deleted the df-analytics-data-counts-7x branch March 24, 2020 09:30
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2 participants