Chapter 2: Data Driven Testing

How to create data driven tests.

In this chapter we will demonstrate how to execute a test multiple times with different test data.

So far, we have hard coded the data we wanted to test into our test function. If we add more test data, the function might look like this:

QCOMPARE(QString("hello").toUpper(), QString("HELLO"))
QCOMPARE(QString("Hello").toUpper(), QString("HELLO"))
QCOMPARE(QString("HellO").toUpper(), QString("HELLO"))
QCOMPARE(QString("HELLO").toUpper(), QString("HELLO"))

To prevent that the function ends up being cluttered by repetitive code, Qt Test supports adding test data to a test function. All we need is to add another private slot to our test class:

class TestQString(QObject):

slots: = private()
    def toUpper_data():
    def toUpper():

Writing the Data Function

A test function’s associated data function carries the same name, appended by _data. Our data function looks like this:

def toUpper_data(self):

    QTest.newRow("all lower") << "hello" << "HELLO"
    QTest.newRow("mixed") << "Hello" << "HELLO"
    QTest.newRow("all upper") << "HELLO" << "HELLO"

First, we define the two elements of our test table using the addColumn() function: a test string, and the expected result of applying the toUpper() function to that string.

Then we add some data to the table using the newRow() function. Each set of data will become a separate row in the test table.

newRow() takes one argument: a name that will be associated with the data set and used in the test log to identify the data set. Then we stream the data set into the new table row. First an arbitrary string, and then the expected result of applying the toUpper() function to that string.

You can think of the test data as a two-dimensional table. In our case, it has two columns called string and result and three rows. In addition a name as well as an index is associated with each row:






all lower








all upper



When data is streamed into the row, each datum is asserted to match the type of the column whose value it supplies. If any assertion fails, the test is aborted.

Rewriting the Test Function

Our test function can now be rewritten:

def toUpper(self):

    QFETCH(QString, string)
    QFETCH(QString, result)
    QCOMPARE(string.toUpper(), result)

The TestQString::toUpper() function will be executed three times, once for each entry in the test table that we created in the associated TestQString::toUpper_data() function.

First, we fetch the two elements of the data set using the QFETCH() macro. QFETCH() takes two arguments: The data type of the element and the element name. Then we perform the test using the QCOMPARE() macro.

This approach makes it very easy to add new data to the test without modifying the test itself.

And again, to make our test case a stand-alone executable, the following two lines are needed:

from testqstring.moc import *

As before, the QTEST_MAIN() macro expands to a simple main() method that runs all the test functions, and since both the declaration and the implementation of our test class are in a .cpp file, we also need to include the generated moc file to make Qt’s introspection work.

Example project @