Why is GSI creation so slow?

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Running a single node server on a 16GB memory machine. The index creation takes about 18-20 seconds on a bucket with ~70000 documents. The same index on a bucket with 0 documents is taking about 10-12 seconds. Is this normal? I want to understand the internals of index creation process; if someone can explain or point me to some resource, it'll be of great help. Thank you.

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