Best practice for using assert?

Question

1. Is there a performance or code maintenance issue with using assert as part of the standard code instead of using it just for debugging purposes?

   Is

   assert x >= 0, 'x is less than zero' 

   better or worse than

   if x < 0:     raise Exception, 'x is less than zero' 

2. Also, is there any way to set a business rule like if x < 0 raise error that is always checked without the try/except/finally so, if at anytime throughout the code x is less than 0 an error is raised, like if you set assert x < 0 at the start of a function, anywhere within the function where x becomes less then 0 an exception is raised?

Answer 1

Asserts should be used to test conditions that should never happen. The purpose is to crash early in the case of a corrupt program state.

Exceptions should be used for errors that can conceivably happen, and you should almost always create your own Exception classes.

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For example, if you're writing a function to read from a configuration file into a dict, improper formatting in the file should raise a ConfigurationSyntaxError, while you can assert that you're not about to return None.

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In your example, if x is a value set via a user interface or from an external source, an exception is best.

If x is only set by your own code in the same program, go with an assertion.

Answer 2

"assert" statements are removed when the compilation is optimized. So, yes, there are both performance and functional differences.

The current code generator emits no code for an assert statement when optimization is requested at compile time. - Python 2 Docs Python 3 Docs

If you use assert to implement application functionality, then optimize the deployment to production, you will be plagued by "but-it-works-in-dev" defects.

See PYTHONOPTIMIZE and -O -OO