Test Python with Hypothesis
Testing base on knowledge base
Each time you write test you straggle to choose good testing parameters.
There is temptation to use random values but it has some drawbacks. Lack of repeatability for first. And in fact it is not so good to find weak places in your application. You need a lot of runs to stumble upon ingenious data - you know like in Infinite monkey theorem
But do there is knowledge base for that just waiting for you use it.
test_finance.py F test_finance.py:15 (test_bonus_distribution) 1.0000000000000002 != 1.0 Expected :1.0 Actual :1.0000000000000002
The example is very simple one just to give you a taste. Of cause you know beforehand and witout any tests that this code is bad one to manipulate with money. But just imagine some novice wrote it, used Hypothesis to test and bum! - thru Hipothesis she gets advice from experts that actually this is not so good code.
Just think about that - this is not just test framework but expert knowledge base.