How do you identify closest date in group to another date without going over between two Pandas DataFrames?

Question

I have two tables I need to join using an id + date combo key.

Table A | ID | DateA | | -------- | -------------- | | 123| 2020-11-19 17:54:42.253000| | 123| 2020-11-