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[7.x][ML] Refresh state index before completing data frame analytics …
…job (#50322) (#50324) In order to ensure any persisted model state is searchable by the moment the job reports itself as `stopped`, we need to refresh the state index before completing. This should fix the occasional failures we see in #50168 and #50313 where the model state appears missing. Closes #50168 Closes #50313 Backport of #50322
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