Swap the square brackets for parentheses in the return statement and it will return a generator expression. That will read the file as needed (ie as you iterat

Swap the square brackets for parentheses in the return statement and it will return a generator expression. That will read the file as needed (ie as you iterate over it) instead of loading the entire thing in memory. for record in read_portfolio(fn): # do stuff