def feature(PATH): #filename = './fuzzdb/attack-payloads/sql-injection/detect/MySQL.fuzz.txt' filename = PATH test_case_list = file_operation.fileopt_line(filename) full_list = file_operation.fileopt_all(filename) full_stat_list = testcase_stat.stat_all(full_list) test_case_stat_list = testcase_stat.stat(test_case_list) tf_matrix = testcase_stat.compute_tf(test_case_stat_list) test_case_stat_list = testcase_stat.stat(test_case_list) idf_matrix = testcase_stat.compute_idf(test_case_stat_list, full_stat_list) tf_idf_list = testcase_stat.compute_tf_idf(tf_matrix, idf_matrix) test_case_feature_list = testcase_stat.feature_vector_quantify(tf_idf_list, full_stat_list) return test_case_feature_list
import testcase_stat
import os
import json
#------------------------------------------------------------------
#
# Init part, this section can be described as the initiation part
# of test cases
# All test cases need to be counted should be loaded in this part
#
#-------------------------------------------------------------------
filename = './Input_data/test.txt'
#This part should be replaced as user input or configure files
test_case_list = file_operation.fileopt_line(filename)
full_list = file_operation.fileopt_all(filename)
full_stat_list = testcase_stat.stat_all(full_list)
test_case_stat_list = testcase_stat.stat(test_case_list)
json.dump(full_stat_list, open('./statistics/full_stat_list.json', 'w'))
json.dump(test_case_stat_list, open('./statistics/test_case_stat_list.json', 'w'))
#-------------------------------------------------------------------
# test_case_list is the list stored the test cases read from files
# Sample : [
# ['alice', 'dod', 'alice', 'bob', 'alice', 'tom'],
# ['alice', 'dod', 'alice', 'bob', 'alice', 'tom']
# ]
#
# full_list is the total list without split
# full_stat_list is used to stat full list
# test_case_stat_list is the split test cases list statistic list
#
import testcase_stat
import os
import json
#------------------------------------------------------------------
#
# Init part, this section can be described as the initiation part
# of test cases
# All test cases need to be counted should be loaded in this part
#
#-------------------------------------------------------------------
filename = './Input_data/test.txt'
#This part should be replaced as user input or configure files
test_case_list = file_operation.fileopt_line(filename)
full_list = file_operation.fileopt_all(filename)
full_stat_list = testcase_stat.stat_all(full_list)
test_case_stat_list = testcase_stat.stat(test_case_list)
json.dump(full_stat_list, open('./statistics/full_stat_list.json', 'w'))
json.dump(test_case_stat_list,
open('./statistics/test_case_stat_list.json', 'w'))
#-------------------------------------------------------------------
# test_case_list is the list stored the test cases read from files
# Sample : [
# ['alice', 'dod', 'alice', 'bob', 'alice', 'tom'],
# ['alice', 'dod', 'alice', 'bob', 'alice', 'tom']
# ]
#
# full_list is the total list without split
# full_stat_list is used to stat full list
# test_case_stat_list is the split test cases list statistic list