Static Analysis Clustering Tool

Usage

Download the latest release from here.

Available clustering algorithms:

• HCNN with some changes in order to work with the desired input data.

It requires 6 arguments in this order.

1. path to input csv file.
2. path to output csv file.
3. value of k nearest neighbours NN.
4. first NN algorithm (1-KNN, 2-MKNN, 3-RKNN).
5. second NN algoruthm (1-KNN, 2-MKNN, 3-RKNN).
6. number of desired clusters.

Example:

$ java −jar SACT−1.1−SNAPSHOT.jar ./exp1.csv ./res.csv 3 1 1 2

It will print the created clusters in the console as well as create a csv file with the clusters.

Example input csv file:

ID	SCHEMA	NAME	TYPE	SCHEMA	NAME	TYPE
0	TestSchema	10	TestType	TestSchema	1	TestType
1	TestSchema	10	TestType	TestSchema	2	TestType
2	TestSchema	10	TestType	TestSchema	3	TestType
3	TestSchema	10	TestType	TestSchema	4	TestType
4	TestSchema	10	TestType	TestSchema	5	TestType
5	TestSchema	10	TestType	TestSchema	6	TestType
6	TestSchema	10	TestType	TestSchema	8	TestType
7	TestSchema	1	TestType	TestSchema	2	TestType
8	TestSchema	1	TestType	TestSchema	3	TestType
9	TestSchema	1	TestType	TestSchema	4	TestType
10	TestSchema	2	TestType	TestSchema	3	TestType
11	TestSchema	2	TestType	TestSchema	4	TestType
12	TestSchema	2	TestType	TestSchema	5	TestType
13	TestSchema	3	TestType	TestSchema	4	TestType
14	TestSchema	3	TestType	TestSchema	5	TestType
15	TestSchema	4	TestType	TestSchema	5	TestType
16	TestSchema	6	TestType	TestSchema	7	TestType
17	TestSchema	6	TestType	TestSchema	8	TestType
18	TestSchema	6	TestType	TestSchema	9	TestType
19	TestSchema	7	TestType	TestSchema	9	TestType
20	TestSchema	7	TestType	TestSchema	8	TestType
21	TestSchema	7	TestType	TestSchema	11	TestType
22	TestSchema	6	TestType	TestSchema	11	TestType
23	TestSchema	9	TestType	TestSchema	11	TestType
24	TestSchema	8	TestType	TestSchema	9	TestType
25	TestSchema	8	TestType	TestSchema	6	TestType
6	TestSchema	10	TestType	TestSchema	2	TestType
27	TestSchema	9	TestType	TestSchema	7	TestType
28	TestSchema	9	TestType	TestSchema	8	TestType

Example output file:

CLUSTER_ID	SCHEMA	NAME	TYPE
0	TestSchema	7	TestType
0	TestSchema	6	TestType
0	TestSchema	8	TestType
0	TestSchema	9	TestType
0	TestSchema	11	TestType
1	TestSchema	1	TestType
1	TestSchema	2	TestType
1	TestSchema	3	TestType
1	TestSchema	4	TestType
1	TestSchema	5	TestType
1	TestSchema	10	TestType

This tool was developed for my thesis project.