How to perform proc RANK (SAS function) within by groups with observations(GROUPS) in Python?

Question

I want to replicate the following SAS code in Python.

PROC RANK DATA=TEMP1 OUT=TEMP2 GROUPS=10000 TIES=LOW;
BY LEVEL POPULATION;
VAR VAL_INPUT;
RANKS RANK_SCORE;