def run(self, converteddatapath, datastructname, functionname):
print "\n************* %s by %s***************\n" % (functionname,
datastructname)
objfile = ObjDataAndBinFile()
dbcalls = objfile.binfile2objdata(converteddatapath)
call_obj = None
#默认输出结构体的第一层的结构是一致
if ("1" == functionname):
call_obj = dbcalls.callinfolist
else:
for call in dbcalls.callinfolist:
if (call.call_code == functionname):
call_obj = call
break
if call_obj == None:
print "没有该函数的信息!\n"
return
if datastructname == "DataStruct_M":
self.trans_by_DataStruct_M(call_obj)
return
if datastructname == "DataStruct_D":
self.trans_by_DataStruct_D(call_obj)
return
if datastructname == "DataStruct_intrap":
self.trans_by_DataStruct_intrap(call_obj)
return
def GenVector_1(self, filename):
# 将callsite的各参数对应的度量值累加,参数之间存在重复的度量也多次计算;对一个call,将callsites的度量取平均值
objfile = ObjDataAndBinFile()
dbcalls = OPS_DataStruct.DbCalls()
dbcalls = objfile.binfile2objdata(filename)
callinfo = []
args_leaves_num = []
args_cnd_num = []
tmp_args_leaves_num = 0
tmp_args_cnd_num = 0
tmp_call_cnd_num = 0
for call in dbcalls.callinfolist:
tmp_args_leaves_num = 0
tmp_args_cnd_num = 0
tmp_call_cnd_num = 0
for callsite in call.callsiteinfolist:
tmp_call_cnd_num = tmp_call_cnd_num + len(
callsite.callsite_conditionslist)
for arginfo in callsite.callsite_argsinfolist:
tmp_args_leaves_num = tmp_args_leaves_num + len(
arginfo.arg_leavesIdlist)
tmp_args_cnd_num = tmp_args_cnd_num + len(
arginfo.arg_condIds)
#有些类的内部的函数,没能正确获取相关数据,占少数,比例,如370:6596
if (call.callsiteNums != 0):
callinfo.append([
call.call_id, call.call_code, call.callsiteNums,
round(tmp_call_cnd_num / float(call.callsiteNums), 4),
round(tmp_args_leaves_num / float(call.callsiteNums), 4),
round(tmp_args_cnd_num / float(call.callsiteNums), 4)
])
return callinfo
def run(self,filename):
""""
每类对象的x矢量：
对象实例的预处理力度 pDealIntensity_calleeg.
对象的预处理力度均值
对象的实例个数／代码量总函数实例个数
参数敏感度
对象对参数的内处理力度
"""
objfile = ObjDataAndBinFile()
dbcalls = DataStruct.DbCalls()
dbcalls = objfile.binfile2objdata(filename)
callinfo =[]
args_leaves_num = []
args_cnd_num = []
tmp_args_leaves_num = 0
tmp_args_cnd_num = 0
for call in dbcalls.callinfolist:
tmp_args_leaves_num = 0
tmp_args_cnd_num = 0
for callsite in call.callsiteinfolist:
for arginfo in callsite.callsite_argsinfolist:
if arginfo.arg_leavesNumsInThisCall > tmp_args_leaves_num:
tmp_args_leaves_num = arginfo.arg_leavesNumsInThisCall
if arginfo.arg_condNumsInThisCall > tmp_args_cnd_num:
tmp_args_cnd_num = arginfo.arg_condNumsInThisCall
args_leaves_num.append(tmp_args_leaves_num)
args_cnd_num.append(tmp_args_cnd_num)
callinfo.append([call.call_id,str(call.call_code),tmp_args_leaves_num,tmp_args_cnd_num])
#print call.call_code , u":" , args_leaves_num , u"-" , args_cnd_num
myplot = plot.plot()
#myplot.plot(args_leaves_num,args_cnd_num,'max-2d.png')
x = range(1,len(callinfo)+1)
myplot.plot3d(x,args_leaves_num,args_cnd_num,'max-3d.png')
callinfos =sorted(callinfo, key=lambda a : a[2])
f = open('openssl101f-max.txt','w')
for callinfo in callinfos:
f.write(str(callinfo[0])+str(" _ ")+str(callinfo[1])+str(":")+str(callinfo[2])+str("-")+str(callinfo[3]))
f.write('\n')
f.close()
#print "\n"
print 'run() End'
def GenVector_2(self, filename):
# 将callsite的各参数对应的度量值累加,参数之间存在重复的度量也多次计算;对一个call,将callsites的度量取平均值
objfile = ObjDataAndBinFile()
dbcalls = OPS_DataStruct.DbCalls()
dbcalls = objfile.binfile2objdata(filename)
callinfo = []
args_leaves_num = []
args_cnd_num = []
tmp_args_leaves_num = 0
tmp_args_cnd_num = 0
tmp_call_cnd_num = 0
for call in dbcalls.callinfolist:
tmp_args_leaves_num = 0
tmp_args_cnd_num = 0
tmp_call_cnd_num = 0
for callsite in call.callsiteinfolist:
tmp_call_cnd_num = tmp_call_cnd_num + len(
callsite.callsite_conditionslist)
for arginfo in callsite.callsite_argsinfolist:
tmp_args_leaves_num = tmp_args_leaves_num + len(
arginfo.arg_leavesIdlist)
tmp_args_cnd_num = tmp_args_cnd_num + len(
arginfo.arg_condIds)
#有些类的内部的函数,没能正确获取相关数据,占少数,比例,如370:6596
if (call.callsiteNums != 0):
callinfo.append([
call.call_id, call.call_code, call.callsiteNums,
round(tmp_call_cnd_num / float(call.callsiteNums), 4),
round(tmp_args_leaves_num / float(call.callsiteNums), 4),
round(tmp_args_cnd_num / float(call.callsiteNums), 4)
])
datamax = [callinfo[0][3], callinfo[0][4], callinfo[0][5]]
datamin = [callinfo[0][3], callinfo[0][4], callinfo[0][5]]
for callitem in callinfo:
for i in range(3, len(callitem)):
if callitem[i] > datamax[i - 3]:
datamax[i - 3] = callitem[i]
if callitem[i] < datamin[i - 3]:
datamin[i - 3] = callitem[i]
for callitem in callinfo:
for i in range(3, len(callitem)):
if ((datamax[i - 3] - datamin[i - 3]) != 0):
callitem[i] = round((callitem[i] - datamin[i - 3]) /
(datamax[i - 3] - datamin[i - 3]), 4)
print "datamax=:", datamax
print "datamin=:", datamin
return callinfo
def LoadData(self, datapath):
objfile = ObjDataAndBinFile()
dbcalls = objfile.binfile2objdata(datapath)
return dbcalls
def run(self, filename):
""""
每类对象的x矢量：
对象实例的预处理力度 pDealIntensity_calleeg.
对象的预处理力度均值
对象的实例个数／代码量总函数实例个数
参数敏感度
对象对参数的内处理力度
"""
objfile = ObjDataAndBinFile()
dbcalls = DataStruct.DbCalls()
dbcalls = objfile.binfile2objdata(filename)
callsinfo = []
for call in dbcalls.callinfolist:
num_call_args = 0
avg_args_cnd = 0
avg_args_leaves = 0
#获取call的参数个数，考虑参数个数可变的情况
for callsite in call.callsiteinfolist:
if callsite.callsite_argNums > num_call_args:
num_call_args = callsite.callsite_argNums
tmplist_arg_leaves = [[]] * num_call_args
tmplist_arg_cnd = [[]] * num_call_args
for t in range(0, num_call_args):
tmplist_arg_cnd[t] = []
tmplist_arg_leaves[t] = []
for callsite in call.callsiteinfolist:
for i in range(0, callsite.callsite_argNums):
tmplist_arg_leaves[i].append(
callsite.callsite_argsinfolist[i].
arg_leavesNumsInThisCall)
tmplist_arg_cnd[i].append(
callsite.callsite_argsinfolist[i].
arg_condNumsInThisCall)
argsinfo = []
for j in range(0, num_call_args):
avg_args_cnd = sum(tmplist_arg_cnd[j]) / len(
tmplist_arg_cnd[j])
avg_args_leaves = sum(tmplist_arg_leaves[j]) / len(
tmplist_arg_leaves[j])
argsinfo.append([j, avg_args_leaves, avg_args_cnd])
callsinfo.append([call.call_id, call.call_code, argsinfo])
#print len(callsinfo)
#print callsinfo
"""
myplot = plot.plot()
#myplot.plot(args_leaves_num,args_cnd_num)
x = range(1,len(callinfo)+1)
myplot.plot3d(x,args_leaves_num,args_cnd_num)
callinfos =sorted(callinfo, key=lambda a : a[2])
"""
f = open('openssl101f-avg.txt', 'w')
for callinfo in callsinfo:
f.write(
str(callinfo[0]) + str(" _ ") + str(callinfo[1]) + str(":") +
str(callinfo[2]))
f.write('\n')
f.close()
#print "\n"
print 'run() End'
def GenVectorD_10(self, filename):
# 将callsite的各参数对应的度量值累加,参数之间存在重复的度量也多次计算;对一个call,将callsites的度量取平均值
objfile = ObjDataAndBinFile()
dbcalls = DataStruct_D.DbCalls()
dbcalls = objfile.binfile2objdata(filename)
callinfo = []
for call in dbcalls.callinfolist:
tmp_call_cnd_num = 0
tmp_args_stmtsleft_num = 0
tmp_args_stmtsright_num = 0
tmp_args_stmtscall_num = 0
tmp_args_cnd_num = 0
tmp_args_coleaves_num = 0
tmp_args_cocnds_num = 0
tmp_args_cocnds_list = []
for callsite in call.callsiteinfolist:
flag_args_stmtsleft = False
flag_args_stmtsright = False
flag_args_stmtscall = False
flag_args_cnd = False
flag_coleaves = False
flag_args_cocnds = False
if (len(callsite.callsite_conditionslist) > 0):
tmp_call_cnd_num += 1
for arginfo in callsite.callsite_argsinfolist:
if (len(arginfo.arg_stmtsleftlist) >= 1):
flag_args_stmtsleft = True
if (len(arginfo.arg_stmtsrightlist) >= 1):
flag_args_stmtsright = True
if (len(arginfo.arg_stmtiscalllist) >= 1):
flag_args_stmtscall = True
if (len(arginfo.arg_condidlist) >= 1):
flag_args_cnd = True
if (flag_args_stmtsleft):
tmp_args_stmtsleft_num += 1
if (flag_args_stmtsright):
tmp_args_stmtsright_num += 1
if (flag_args_stmtscall):
tmp_args_stmtscall_num += 1
if (flag_args_cnd):
tmp_args_cnd_num += 1
for i in range(0, len(callsite.callsite_argsinfolist)):
for j in range(i + 1, len(callsite.callsite_argsinfolist)):
for val_leaf in callsite.callsite_argsinfolist[
i].arg_stmtsleftlist:
if val_leaf in callsite.callsite_argsinfolist[
j].arg_stmtsrightlist:
flag_coleaves = True
#如果处于共同的call中,也视为相互定义
for val_call in callsite.callsite_argsinfolist[
i].arg_stmtiscalllist:
if val_call in callsite.callsite_argsinfolist[
j].arg_stmtiscalllist:
flag_coleaves = True
for val_cnd in callsite.callsite_argsinfolist[
i].arg_condidlist:
if val_cnd in callsite.callsite_argsinfolist[
j].arg_condidlist:
flag_args_cocnds = True
if (flag_coleaves):
tmp_args_coleaves_num += 1
flag_coleaves = False
if (flag_args_cocnds):
tmp_args_cocnds_num += 1
flag_args_cocnds = False
#有些类的内部的函数,没能正确获取相关数据,占少数,比例,如370:6596
'''
if (call.callsiteNums != 0):
callinfo.append([call.call_id,
call.call_code,
call.callsiteNums,
tmp_call_cnd_num,
tmp_args_stmtsleft_num ,
tmp_args_stmtsright_num ,
tmp_args_stmtscall_num ,
tmp_args_cnd_num ,
tmp_args_coleaves_num ,
tmp_args_cocnds_num
])
'''
'''
if (call.callsiteNums != 0):
callinfo.append([call.call_id,
call.call_code,
call.callsiteNums,
1 if tmp_args_cnd_num > call.callsiteNums/2 else 0,
1 if tmp_args_coleaves_num > call.callsiteNums/2 else 0,
1 if tmp_args_cocnds_num > call.callsiteNums/2 else 0
])
'''
'''
if (call.callsiteNums != 0):
callinfo.append([call.call_id,
call.call_code,
call.callsiteNums,
round(tmp_call_cnd_num/float(call.callsiteNums),3),
round(tmp_args_stmtsleft_num/float(call.callsiteNums),3) ,
round(tmp_args_stmtsright_num/float(call.callsiteNums),3) ,
round(tmp_args_stmtscall_num/float(call.callsiteNums),3) ,
round(tmp_args_cnd_num/float(call.callsiteNums),3) ,
round(tmp_args_coleaves_num/float(call.callsiteNums),3) ,
round(tmp_args_cocnds_num/float(call.callsiteNums),3)
])
'''
if (call.callsiteNums != 0):
callinfo.append([
call.call_id, call.call_code, call.callsiteNums,
round(tmp_args_cnd_num / float(call.callsiteNums), 3),
round(tmp_args_coleaves_num / float(call.callsiteNums), 3),
round(tmp_args_cocnds_num / float(call.callsiteNums), 3)
])
return callinfo
def GenVector_5(self, filename):
# 将callsite的各参数对应的度量值累加,参数之间存在重复的度量也多次计算;对一个call,将callsites的度量取平均值
objfile = ObjDataAndBinFile()
dbcalls = OPS_DataStruct.DbCalls()
dbcalls = objfile.binfile2objdata(filename)
callinfo = []
args_leaves_num = []
args_cnd_num = []
tmp_args_leaves_num = 0
tmp_args_cnd_num = 0
tmp_args_coleaves_num = 0
tmp_args_cocnds_num = 0
tmp_call_cnd_num = 0
for call in dbcalls.callinfolist:
tmp_args_leaves_num = 0
tmp_args_cnd_num = 0
tmp_call_cnd_num = 0
for callsite in call.callsiteinfolist:
tmp_call_cnd_num = tmp_call_cnd_num + len(
callsite.callsite_conditionslist)
for arginfo in callsite.callsite_argsinfolist:
tmp_args_leaves_num = tmp_args_leaves_num + len(
arginfo.arg_leavesIdlist)
tmp_args_cnd_num = tmp_args_cnd_num + len(
arginfo.arg_condIds)
tmp_args_coleaves_list = []
tmp_args_cocnds_list = []
for i in range(0, len(callsite.callsite_argsinfolist)):
for j in range(i + 1, len(callsite.callsite_argsinfolist)):
if (i != j):
for val_leaf in callsite.callsite_argsinfolist[
i].arg_leavesIdlist:
if val_leaf in callsite.callsite_argsinfolist[
j].arg_leavesIdlist:
tmp_args_coleaves_list.append(val_leaf)
for val_cnd in callsite.callsite_argsinfolist[
i].arg_condIds:
if val_cnd in callsite.callsite_argsinfolist[
j].arg_condIds:
tmp_args_cocnds_list.append(val_cnd)
tmp_args_coleaves_num = len(tmp_args_coleaves_list) #未去重
tmp_args_cocnds_num = len(tmp_args_cocnds_list) #未去重
#有些类的内部的函数,没能正确获取相关数据,占少数,比例,如370:6596
if (call.callsiteNums != 0):
callinfo.append([
call.call_id, call.call_code, call.callsiteNums,
1 if tmp_call_cnd_num > 0 else 0,
1 if tmp_args_leaves_num > 0 else 0,
1 if tmp_args_cnd_num > 0 else 0,
1 if tmp_args_coleaves_num > 0 else 0,
1 if tmp_args_cocnds_num > 0 else 0
])
return callinfo
