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Think carefully about which outcomes you want your tests to cover
Think carefully about which outcomes you want your tests to cover

Analyze the expected outcomes you need to verify in order to determine the optimal model scope and its feature settings.

Ivan Filippov avatar
Written by Ivan Filippov
Updated over a week ago

This lesson highlights the importance of thinking carefully about not only your test inputs but also the outputs. Including parameters and values is not sufficient. You should always think critically about what different types of outcomes you would like your tests to cover.

If you are putting tests together for a System Under Test that has three types of common outcomes, for example, you should probably make sure that each of those outcomes appears in your set of tests a reasonable number of times. Doing so will often require you to modify how your test inputs are defined and/or use the Requirements feature.

Equivalence classes aren't just for test inputs!

Depending on your System Under Test, you might make the determination that a user of the application selecting "Spindrift," "Teal," "Sky," or "Turquoise" will almost certainly not matter.  Any one of those colors, because they're all "Blue," would be treated equivalently by the system.  That is a very common test design technique.

Indeed, when you select test inputs to include in Hexawise, you're strongly advised using Equivalence Class partitioning.  Doing so will allow you avoid long lists of Values in your test inputs, which will help you keep the number of generated tests down to a reasonable number.  But don't stop your equivalence class partitioning there (with just test inputs).

Think about equivalence classes of test outputs too!

Imagine that these three types of shipping fees are possible outcomes from a System Under Test you are designing tests for - and that your colleagues are counting on you to test those 3 outcomes.  Are you sure that the tests you generate will result in all three of those different outcomes?  If not, you should use one or more of these strategies to ensure that each of the outcomes gets covered in your tests at least once:

  • Use Hexawise's Forced Interactions feature to guarantee that a specific "high priority" combination of values will appear. If "Free Shipping" was only applied to orders of 100 or more champagne bottles shipped to Palm Bay, Florida when the order is placed on a Tuesday and paid for using an American Express Platinum card, you would need to specify (a) the quantity, (b) the item, (c) the location, (d) the day the order was placed, and (e) the type of credit card used.  Doing so would result in a test being included in your set with that specific outcome.

  • "Do Nothing" - If only one or two test inputs are required to trigger an outcome and you have already included those test inputs in your model, you're all set.  You don't need to do anything else to trigger that specific outcome. Let's pretend that "Extra Shipping Fees" would be triggered whenever a washing machine was ordered in the summer.  Provided you've included both Item = "washing machine" and Time of Year = "summer" as test inputs, at least one 2-way set of tests will definitely include both of those values in the same test, so you will be 100% sure that you'll be testing the "Extra Shipping Fees" business rule even before you click on the "Test Cases" button.

  • Add a Needed Value -  In some instances, when you ask yourself "What test inputs would need to be included in a scenario for the desired result to occur?" you'll realize you've forgotten to include a Value.  Referring to the last example again, if we had forgotten to include values for "Time of Year", we would need to go back to the Inputs screen and enter "Time of Year" as a parameter and include "summer". Otherwise, we wouldn't have any way to trigger the "Extra Shipping Fees" result.

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