Upgrade DataFusion from 31.0.0 to 40.1.0 #163

Job	Run time
Regression Tests solo solutions (data.table)	9m 35s
Regression Tests solo solutions (collapse)	10m 36s
Regression Tests solo solutions (dplyr)	18m 56s
Regression Tests solo solutions (pandas)	8m 1s
Regression Tests solo solutions (pydatatable)	12m 11s
Regression Tests solo solutions (spark)	11m 38s
Regression Tests solo solutions (juliadf)	9m 32s
Regression Tests solo solutions (juliads)	11m 35s
Regression Tests solo solutions (polars)	6m 15s
Regression Tests solo solutions (R-arrow)	22m 33s
Regression Tests solo solutions (duckdb)	18m 56s
Regression Tests solo solutions (datafusion)	6m 49s
Regression Tests solo solutions (dask)	11m 9s
Regression Tests solo solutions (clickhouse)	25m 38s
Regression Tests all solutions	2h 28m 12s
	5h 31m 36s

Provide feedback