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An exception is an exceptional but expected circumstance, something that's rare but could happen for a variety of reasons. Obvious examples include cases where a file (e.g. log file) can't be found, or the user input doesn't convert to a integer.
A bug is an error in the code that produces an incorrect result - which may or may not raise an exception.
Some examples of bugs:
You do some calculation and due to rounding errors (say) the output is "23.9" rather than "24". This would be a bug but doesn't raise an exception.
You build a file name, but g...
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