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[ML-DataFrame] Combine task_state and indexer_state in _stats (#45276)
This commit replaces task_state and indexer_state in the data frame _stats output with a single top level state that combines the two. It is defined as: - failed if what's currently reported as task_state is failed - stopped if there is no persistent task - Otherwise what's currently reported as indexer_state Closes #45201
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.../main/java/org/elasticsearch/client/dataframe/transforms/DataFrameTransformTaskState.java
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