The
regression testing method, apparatus, storage medium, and
computer equipment provided in this application, upon receiving test instructions, determine the test cases and the new and old versions of the application participating in the test, and
record the
event tracking datasets of the new and old versions of the application respectively during the execution of the test cases. By performing
noise reduction
processing on these datasets, non-business interference factors are effectively removed, allowing data comparison to focus on real business behavior, thus improving data comparability and analytical accuracy. Subsequently, the
event tracking datasets of the new and old versions are precisely aligned according to the same business events based on business keywords, ensuring
semantic consistency of the comparison. Finally, through automated intra-group data comparison and difference
report generation, it is possible to quickly identify cases of added, missing, or abnormal
event tracking. This significantly reduces the degree of manual intervention and the risk of error omissions while ensuring coverage, not only improving testing efficiency but also enhancing the reliability of test results.