I have seen the pandas asof join and it’s work well.
kdb+ also have the similiar features
However i have a streaming use case that need the join happen on the realtime. I take a look at
Is there any standard algorithm for doing this? Do you have any pointer on what is the keyword for stream join with time index alignment?