Thanks for replying @lonvia. You were right, it was an OOM issue. Although that 
wasn't visible in the logs or graphs provided by Digital Ocean, upon getting in 
touch with the support team, I was able to confirm that this was in fact the 
issue. This was after upgrading to a 16 GB RAM machine.

I've moved to a different environment and it ran to completion without any 
issues. Funny thing... the RAM consumption never went above 14 GB. But then 
again, Digital Ocean's Postgres isn't, in general, not as performant as other 
alternatives.

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