[7.7][ML] Anomaly detection jobs should allow missing values for geo … #57341
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…fields (#57300)
Allows geo fields (
geo_point
,geo_shape
) to have missing values.Fixes a bug where such missing values would result in an error.
Closes #57299
Backport of #57300