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2 main flows
(1) non-aggregation flow: split the input object into N ranges, each range gets its own context.
(2) aggregation flow:(for aggregation queries) requires 2 phases,
Upon the completion of the first phase (running the query on a specific range)
The AST will be traversed for aggregation nodes, the result of each node is pushed into a dedicated scratch area
the second phase will use the result of the first phase.
The AST for the second phase will be refactored.