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Simple but flexible python library for A/B or split testing.
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caxap/simple-ab
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Simple but flexible python library for A/B or split testing. ================ Examples ================ 1. SimpleAB test. This implementation of AB Test provides way to implement alternatives as methods with names A, B, ..., Z. >>> import simpleab >>> class MyTest(simpleab.SimpleAB): ... name = 'MyTest' ... def A(self): return 'Side A' ... def B(self): return 'Side B' ... def C(self): return 'Side C' ... >>> myab = MyTest() >>> myab.test() 'Side A' >>> myab.current_side 'A' >>> myab.test(force_side='C') 'Side C' 2. ConfigurableAB test. This implementation of AB Test provides way to configure test name, sides and selector instance. If selector isn't specified random selection will be used. >>> improt simpleab >>> import random >>> myab = simpleab.ConfigurableAB(name='MyTest', ... sides={'A': 'Side A', 'B': 'Side B'}, ... selector=lambda: random.choice(['A','B'])) >>> myab <ConfigurableAB [name: MyTest, sides: ['A', 'B']]> >>> myab.test() 'Side A' >>> myab.current_side 'A' 3. Super short version, quick AB test: >>> improt simpleab >>> simpleab.quick_test('MyTest', sides={'A': 'Side A', 'B': 'Side B'}) 'Side B'
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