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Not all Graphs are Trees

It's pretty easy to imagine how to represent relational algebra expressions as a tree they are already structurally rooted trees where each operator has its.

Query Engines: Push vs Pull

Query Engines: Push vs Pull
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Query Engines: Push vs Pull

26 Apr 2021 People talk a lot about “pull” vs. “push” based query engines, and it’s pretty obvious what that means colloquially, but some of the details can be a bit hard to figure out. Important people clearly have thought hard about this distinction, judging by this paragraph from Snowflake’s Sigmod paper: Push-based execution refers to the fact that relational operators push their results to their downstream operators, rather than waiting for these operators to pull data (classic Volcano-style model). Push-based execution improves cache efficiency, because it removes control flow logic from tight loops. It also enables Snowflake to efficiently process DAG-shaped plans, as

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