Fabian Hueske created FLINK-7193:
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             Summary: Update all OVER window ProcessFunction implementations to 
use SortedQueueState
                 Key: FLINK-7193
                 URL: https://issues.apache.org/jira/browse/FLINK-7193
             Project: Flink
          Issue Type: Improvement
          Components: Table API & SQL
    Affects Versions: 1.3.1, 1.4.0
            Reporter: Fabian Hueske


Most OVER windows are implemented as {{ProcessFunction}} with {{MapState}} 
which is keyed on a timestamp. The algorithms are implemented in a way that 
they can leverage a sorted traversal over the timestamp keys but fall back to 
sorting if the traversed keys are not sorted.
The {{RocksDBStateBackend}} provides sorted iterators.

FLINK-6219 proposes a {{SortedQueueState}} that guarantees that values can be 
read from a sorted list. Once FLINK-6219 is resolved an a {{SortedQueueState}} 
is available, the OVER window implementations should be updated to use the new 
state type instead of {{MapState}}.



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