[pick](branch-3.0) pick #39982 #40576 #41555 #41592 #41676 #41740 #41808
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Unify `prepare` and `open` in `Operator`.
…e#41555) For plan `local exchange (hash shuffle) -> union -> colocated agg`, we must ensure local exchange use the same hash algorithm as MPP shuffling. This problem is covered by our test cases but only can be reproduced on multiple BEs so no case is added in this PR.
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Issue Number: close #xxx