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semantic_ccd's Introduction

The folder structure is as follows:

  • learning: contains the respective learning algorithms
  • visualizations: contains the algorithms for visualizing code
  • datasets: contains the scripts for extracting the different datasets (bcb database has to be running!) and contains the extraction results; further is also used to store the images (configurable)
  • bcb_stats: contains a jupyter notebook, used to create the statistics on the BCB dataset (bcb database has to be running!)

First steps:

  • Install the BigCloneBench as described in https://github.com/jeffsvajlenko/BigCloneEval.
  • Run the database:
    • Get the h2 client jar file from http://www.h2database.com/html/download.html
    • Run the command from DB_run_command.txt, from a folder containing the "h2-1.x.xxx.jar" and by replacing the path to the bceval from the example command.
    • Access the database via browser and update the password of the "sa" user to "sa" (unset by default)
  • Run scripts:
    • Set various paths throughout the python files. (grep for "Path must be set")
    • You can run all the experiments by calling the pipeline.sh script from this folder.
    • The respective juypter notebooks must be run from a jupyter installation

Note: You might encounter various dead or out-commented code

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