How do I debug an Idle Query?

I have a batch query that I'm running daily on my database. However, it seems to get stuck in idle state, and I'm having a lot of difficulty debugging what's going on.

The query is an aggregation on a table that is simultaneously getting inserted, which I'm guessing somehow relates to the issue. (The aggregation is on the previous days data, so the insertions shouldn't affect results.)

Clues

1. 
   

   I'm running this inside a python script using sqlalchemy. However, I've set transaction level to autocommit, so I don't think things are getting wrapped inside a transaction. On the other hand, I don't see the query hang when I run it manually in sql terminal.

   
   


2. 
   

   By querying pg_stat_activity, the query initially comes into the database as state='active'. After maybe 15 seconds, the state changes to 'idle' and additionally, the xact_start is set to NULL. The waiting flag is never set to true.

   
   


3. 
   

   Before I figured out the transaction level autocommit for sqlalchemy, it would instead hang in state 'idle in transaction' rather than 'idle'. And it possibly hangs slightly less frequently since making that change?

   
   

I feel like I'm not equipped to dig any deeper than I have on this. Any feedback, even explaining more about different states and relevant postgres internals without giving a definite answer, would be greatly appreciated.