def getCodeQualityofVersions(dictParam, meanFlag=True):
versionDictToRet = {}
versionRiskDict = DEFT.getValuesFrom_Vulnerability(dbFileName)
###
fileList = []
for k_, v_ in versionRiskDict.items():
versionIDInRiskDict = k_
## let us first check if the vulnerabilites scores are there for all versions if not then excluded
if versionIDInRiskDict in dictParam:
fileCount = dictParam[versionIDInRiskDict][10]
if fileCount != None:
fileList.append(fileCount)
#print "Version #{} has #{} files".format(versionIDInRiskDict, fileCount)
print "Stats on file count : len={}, median={}, mean={}, max={}, min={},".format(
len(fileList), np.median(fileList), np.mean(fileList), max(fileList),
min(fileList))
if meanFlag:
thres = np.mean(fileList)
else:
#thres = np.median(fileList)
thres = np.percentile(fileList, 25)
#print "50th percentile of file count ... ", thres
for k_, v_ in versionRiskDict.items():
versionIDInRiskDict = k_
if versionIDInRiskDict in dictParam:
fileCount = dictParam[versionIDInRiskDict][10]
# then lets check if the file coutn is at least the mdian file count
if fileCount >= thres:
versionDictToRet[versionIDInRiskDict] = dictParam[
versionIDInRiskDict]
return versionDictToRet
def getMobilesoftCodeQualityVersions(dictParam, threshParam):
versionDictToRet = {}
versionRiskDict = DEFT.getValuesFrom_Vulnerability(dbFileName)
###
fileList = []
for k_, v_ in versionRiskDict.items():
versionIDInRiskDict = k_
## let us first check if the vulnerabilites scores are there for all versions if not then excluded
if versionIDInRiskDict in dictParam:
fileCount = dictParam[versionIDInRiskDict][10]
if fileCount != None:
fileList.append(fileCount)
#print "Version #{} has #{} files".format(versionIDInRiskDict, fileCount)
print "Stats on file count : len={}, median={}, mean={}, max={}, min={},".format(
len(fileList), np.median(fileList), np.mean(fileList), max(fileList),
min(fileList))
for k_, v_ in versionRiskDict.items():
versionIDInRiskDict = k_
if versionIDInRiskDict in dictParam:
fileCount = dictParam[versionIDInRiskDict][10]
if fileCount >= threshParam:
versionDictToRet[versionIDInRiskDict] = dictParam[
versionIDInRiskDict]
return versionDictToRet
def getCodeQualityofVersions(dictParam, meanFlag=True):
versionDictToRet = {}
versionRiskDict = DEFT.getValuesFrom_Vulnerability(dbFileName)
###
fileList = []
for k_, v_ in versionRiskDict.items():
versionIDInRiskDict = k_
## let us first check if the vulnerabilites scores are there for all versions if not then excluded
if versionIDInRiskDict in dictParam:
fileCount = dictParam[versionIDInRiskDict][10]
if fileCount != None:
fileList.append(fileCount)
# print "Version #{} has #{} files".format(versionIDInRiskDict, fileCount)
print "Stats on file count : len={}, median={}, mean={}, max={}, min={},".format(
len(fileList), np.median(fileList), np.mean(fileList), max(fileList), min(fileList)
)
if meanFlag:
thres = np.mean(fileList)
else:
# thres = np.median(fileList)
thres = np.percentile(fileList, 25)
# print "50th percentile of file count ... ", thres
for k_, v_ in versionRiskDict.items():
versionIDInRiskDict = k_
if versionIDInRiskDict in dictParam:
fileCount = dictParam[versionIDInRiskDict][10]
# then lets check if the file coutn is at least the mdian file count
if fileCount >= thres:
versionDictToRet[versionIDInRiskDict] = dictParam[versionIDInRiskDict]
return versionDictToRet
def getVulnerbailityScoreStatus(dictParam):
riskList = []
original_versionRiskDict = DEFT.getValuesFrom_Vulnerability(dbFileName)
for k_, v_ in dictParam.items():
## get the scores for the valid versions
riskScore = original_versionRiskDict[k_]
riskList.append(riskScore)
return np.mean(riskList), np.median(riskList)
def getVulnerbailityScoreStatus(dictParam):
riskList = []
original_versionRiskDict = DEFT.getValuesFrom_Vulnerability(dbFileName)
for k_, v_ in dictParam.items():
## get the scores for the valid versions
riskScore = original_versionRiskDict[k_]
riskList.append(riskScore)
return np.mean(riskList), np.median(riskList)
def getVulnerbailityScoreOfSelectedVersions(dictParam):
validDictToret={}
riskList=[]
original_versionRiskDict = DEFT.getValuesFrom_Vulnerability(dbFileName)
for k_, v_ in dictParam.items():
## get the scores for the valid versions
riskScore = original_versionRiskDict[k_]
validDictToret[k_] = riskScore
riskList.append(riskScore)
print "Stats on risk score-->len={}, median={}, mean={}, max={}, min={},".format(len(riskList), np.median(riskList), np.mean(riskList), max(riskList), min(riskList))
return validDictToret
def getVulnerbailityScoreOfSelectedVersions(dictParam):
validDictToret = {}
riskList = []
original_versionRiskDict = DEFT.getValuesFrom_Vulnerability(dbFileName)
for k_, v_ in dictParam.items():
## get the scores for the valid versions
riskScore = original_versionRiskDict[k_]
validDictToret[k_] = riskScore
riskList.append(riskScore)
print "Stats on risk score-->len={}, median={}, mean={}, max={}, min={},".format(
len(riskList), np.median(riskList), np.mean(riskList), max(riskList),
min(riskList))
return validDictToret
#print "Output for InentVersionList ... ", InentVersionList #table 13 InentList = DEFT.getValuesFrom_Intent_(dbFileName) #print "Output for InentList ... ", InentList #table 14 OverPermissionList = DEFT.getValuesFrom_OverPermission_(dbFileName) #print "Output for OverPermissionList ... ", OverPermissionList #table 15 PermissionList = DEFT.getValuesFrom_Permission_(dbFileName) #print "Output for PermissionList ... ", PermissionList #table 16 UnderPermissionList = DEFT.getValuesFrom_UnderPermission_(dbFileName) #print "Output for UnderPermissionList ... ", UnderPermissionList #table 17 VersionList = DEFT.getValuesFrom_Version(dbFileName) #print "Output for VersionList ... ", VersionList #table 18 VulnerabilityList = DEFT.getValuesFrom_Vulnerability(dbFileName) #print "Output for VulnerabilityList ... ", VulnerabilityList
#table 11 GitHistoryList = DEFT.getValuesFrom_GitHistory(dbFileName) #print "Output for GitHistoryList ... ", GitHistoryList #table 12 InentVersionList = DEFT.getValuesFrom_Intent_Version(dbFileName) #print "Output for InentVersionList ... ", InentVersionList #table 13 InentList = DEFT.getValuesFrom_Intent_(dbFileName) #print "Output for InentList ... ", InentList #table 14 OverPermissionList = DEFT.getValuesFrom_OverPermission_(dbFileName) #print "Output for OverPermissionList ... ", OverPermissionList #table 15 PermissionList = DEFT.getValuesFrom_Permission_(dbFileName) #print "Output for PermissionList ... ", PermissionList #table 16 UnderPermissionList = DEFT.getValuesFrom_UnderPermission_(dbFileName) #print "Output for UnderPermissionList ... ", UnderPermissionList #table 17 VersionList = DEFT.getValuesFrom_Version(dbFileName) #print "Output for VersionList ... ", VersionList #table 18 VulnerabilityList = DEFT.getValuesFrom_Vulnerability(dbFileName) #print "Output for VulnerabilityList ... ", VulnerabilityList
