SNOW-2435290: Add support for groupby.agg/min/max/count/sum/mean/median/std/var in faster pandas #20019

Job	Run time
Check linting	2m 49s
Type Checking	44s
Build Wheel File	34s
Build Doc	2m 1s
Test Local Testing Module py-ubuntu-latest-3.13	7m 10s
Test py-ubuntu-latest-64-cores-3.12-azure	28m 25s
Test py-ubuntu-latest-64-cores-3.12-gcp	36m 29s
Test py-ubuntu-latest-64-cores-3.13-aws	6h 0m 15s
Test AST enabled (phase0) py-ubuntu-latest-3.13	2h 29m 1s
Doctest AST (phase0) py-macos-latest-3.9	25m 31s
Test py-windows-latest-64-cores-3.13-gcp	26m 47s
Test py-macos-latest-3.12-azure	39m 53s
Test modin-windows-latest-64-cores-3.11-gcp	50m 18s
Test modin extra without pandas extra py-macos-3.9-aws.	1m 46s
Test modin-ubuntu-latest-64-cores-3.10-azure	29m 14s
Test modin-macos-latest-3.9-aws	22m 37s
Test modin-ubuntu-latest-64-cores-3.12-aws	27m 40s
Test AST Encoding py-ubuntu-latest-3.11-aws	2m 12s
Test py-ubuntu-latest-64-cores-3.9-aws	38m 51s
Combine coverage	1m 23s
	14h 13m 40s

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