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We present scg-cli, a~command line tool facilitating software comprehension.The tool extracts semantic information about code structure and dependenciesfrom the Java and Scala projects, and structures it as a~Semantic Code Graph(SCG), an information model underlying scg-cli. The SCG data, once written intoa~portable, open protobuf-based format, can be used by the scg-cli command linetool to obtain project metrics, find the most critical code entities, andcompute project partitionings. The results of this analysis and the SCG datacan be exported for further investigation by external tools such as Gephisoftware (visualization) and, notably, as a Jupyter Notebook environment withhelper APIs to enable advanced analysis of the project using data analyticsmethods. We explain functionalities of the scg-cli tool and demonstrate itscapabilities by showing an example analysis of an open-source Java projectcommons-io.

scg-cli -- a Tool Supporting Software Comprehension via Extraction and Analysis of Semantic Code Graph