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[SEDONA-454] Change the default value of sedona.global.indextype from quadtree to rtree #1159

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Did you read the Contributor Guide?

Is this PR related to a JIRA ticket?

What changes were proposed in this PR?

Experiments showed that STRtree has better performance in most of cases, and does not have index efficiency problems when indexing points (see SEDONA-453). We consider changing the default value of sedona.global.indextype from quadtree to rtree to achieve better out-of-box performance when running spatial joins using SQL queries.

How was this patch tested?

Passing existing tests.

Did this PR include necessary documentation updates?

  • Yes, I have updated the documentation update.

@jiayuasu jiayuasu merged commit 8f38d2e into apache:master Dec 21, 2023
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