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[SPARK-9747] [SQL] Avoid starving an unsafe operator in aggregation
This is the sister patch to #8011, but for aggregation. In a nutshell: create the `TungstenAggregationIterator` before computing the parent partition. Internally this creates a `BytesToBytesMap` which acquires a page in the constructor as of this patch. This ensures that the aggregation operator is not starved since we reserve at least 1 page in advance. rxin yhuai Author: Andrew Or <andrew@databricks.com> Closes #8038 from andrewor14/unsafe-starve-memory-agg.
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