Gu-Youngfeng / TenSamplingStudy1

This project is cloned from the open-source implementation in paper "A Comparison of 10 Sampling Algorithms for Configurable Systems." This Study1 implements the sampling algorithms on ideal condition (non-constraints).

TenSamplingStudy1

1. About the project

This project is cloned from the open-source implementation in paper "A Comparison of 10 Sampling Algorithms for Configurable Systems.", some Chinese comments will be added into the code. The original code can be download from

http://www.dsc.ufcg.edu.br/~spg/sampling/

Please cite the paper if you want to reuse this project.

Fl¨¢vio Medeiros, et al. "A Comparison of 10 Sampling Algorithms for Configurable Systems." IEEE/ACM International Conference on Software Engineering IEEE, 2016.

2. Inside the project

Brief introduction of project constructure.

1. Folder bin/ saved the bytecode of Java code.
2. Folder bugs/ included the fault related files in 24 C projects, followed by each file there are some .config files which gave the different configurations to trigger the corresponding fault.
3. Folder tables/ contained the covering array in T-wise algorithms.
4. Folder src/ saved the relative Java code.
5. File bugs.xls detailed the information of 135 faults.

3. Bugs Fixing

1. We should remove the Line 120 in checkers.BugChecker.java, since it will mislead the calculation on Line 137.

...
/** LINE 119 */ List<List<String>> samplings = algorithm.getSamples(new File(BugsChecker.SOURCE_LOCATION + project + "/" + path));
/** LINE 120 */ this.configurations += samplings.size();
...
/** LINE 136 */// Total number of configuration / total number of files in all projects.
/** LINE 137 */System.out.println("Configurations per file:" + ((double)configurations)/50078);
...

2. We should replace the Math.pow(directives.size(), 2) with Math.pow(2, directives.size()) on Line 28 and 47 in core.algorithms.RandomSampling.java, since $2^n$ should be written in Math.pow(2,n).

...
/** LINE 28 */ && NUMBER_CONFIGS < Math.pow(directives.size(), 2)) {
...
/** LINE 47 */ if (NUMBER_CONFIGS >= Math.pow(directives.size(), 2)) {
...