good first issue
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Description
Description
The generate_tests.py script computes the cartesian product across all test dimensions and generates a test case for each product. For Apache Spark not all products are valid since not all Spark versions support all Hadoop versions.
Solution
Expand the test definition structure with dimension sets that generate one test per set.