I've seen a slide which advises to cache with a dictionary. In which case we can even get the same budget twice? What does it save?
The API docs state that:
getBudget()
Returns the budget of the campaign. In order to change the campaign's budget,
Why is it advised to cache getBudget()?
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The map isn't used to cache the budgets, it's to avoid doubling the same budget more than once.
If you were to remove that part of the code, a budget that is shared by multiple campaigns would be doubled the number of times it is used in an individual campaign (e.g. if a budget is used in 3 campaigns, it would be increased eightfold after you run the script).