Fix pep8 errors for all the others python files.

JIRA:QTIP-89

Change-Id: Ida1936dea3bcab6137d039fc2d21dc4df60d9f77
Signed-off-by: zhifeng.jiang <jiang.zhifeng@zte.com.cn>

12 files changed, 400 insertions, 445 deletions

diff --git a/benchmarks/playbooks/info_script/info_collect.py b/benchmarks/playbooks/info_script/info_collect.py
index 7e5544c0..4daed318 100644
--- a/benchmarks/playbooks/info_script/info_collect.py
+++ b/benchmarks/playbooks/info_script/info_collect.py
@@ -1,94 +1,87 @@
 import os
 import pickle
-import time
-import datetime
 import json
 import sys
 
 os.system('inxi -b -c0 -n > $PWD/est_2')
-est_ob=open("est_2","r+")
-est_ob2=open("est_1","w+")
-in_string= est_ob.read().replace('\n',' ')
-cpu_idle=float(os.popen("""top -bn1 | grep "Cpu(s)" | awk '{print $8}'""").read().rstrip())
-cpu_usage= 100-cpu_idle
-est_ob2.write(in_string);
+est_ob = open("est_2", "r+")
+est_ob2 = open("est_1", "w+")
+in_string = est_ob.read().replace('\n', ' ')
+cpu_idle = float(os.popen("""top -bn1 | grep "Cpu(s)" | awk '{print $8}'""").read().rstrip())
+cpu_usage = 100 - cpu_idle
+est_ob2.write(in_string)
 est_ob.close()
 est_ob2.close()
 
-Info_dict={};
-inxi_host=os.popen("""cat $PWD/est_1 | grep -o -P '(?<=Host:).*(?=Kernel)' """).read().lstrip().rstrip()
-inxi_mem=os.popen("""cat $PWD/est_1 | grep -o -P '(?<=Memory:).*(?=MB)' """).read().lstrip().rstrip()+"MB"
-inxi_cpu=os.popen("""cat $PWD/est_1 | grep -o -P '(?<=CPU).*(?=speed)' | cut -f2 -d':'""").read().lstrip().rstrip()
-inxi_distro=os.popen(""" cat $PWD/est_1 | grep -o -P '(?<=Distro:).*(?=Machine:)' """).read().rstrip().lstrip()
-inxi_kernel=os.popen(""" cat $PWD/est_1 | grep -o -P '(?<=Kernel:).*(?=Console:)' """).read().rstrip().lstrip()
-inxi_HD=os.popen(""" cat $PWD/est_1 | grep -o -P '(?<=HDD Total Size:).*(?=Info:)' """).read().rstrip().lstrip()
-inxi_product=os.popen(""" cat $PWD/est_1 | grep -o -P '(?<=product:).*(?=Mobo:)' """).read().rstrip().lstrip()
+Info_dict = {}
+inxi_host = os.popen("""cat $PWD/est_1 | grep -o -P '(?<=Host:).*(?=Kernel)' """).read().lstrip().rstrip()
+inxi_mem = os.popen("""cat $PWD/est_1 | grep -o -P '(?<=Memory:).*(?=MB)' """).read().lstrip().rstrip() + "MB"
+inxi_cpu = os.popen("""cat $PWD/est_1 | grep -o -P '(?<=CPU).*(?=speed)' | cut -f2 -d':'""").read().lstrip().rstrip()
+inxi_distro = os.popen(""" cat $PWD/est_1 | grep -o -P '(?<=Distro:).*(?=Machine:)' """).read().rstrip().lstrip()
+inxi_kernel = os.popen(""" cat $PWD/est_1 | grep -o -P '(?<=Kernel:).*(?=Console:)' """).read().rstrip().lstrip()
+inxi_HD = os.popen(""" cat $PWD/est_1 | grep -o -P '(?<=HDD Total Size:).*(?=Info:)' """).read().rstrip().lstrip()
+inxi_product = os.popen(""" cat $PWD/est_1 | grep -o -P '(?<=product:).*(?=Mobo:)' """).read().rstrip().lstrip()
 
-
-
-Info_dict['1_Hostname']=inxi_host
-Info_dict['2_Product']=inxi_product
-Info_dict['3_OS Distribution']=inxi_distro
-Info_dict['4_Kernel']=inxi_kernel
-Info_dict['5_CPU']=inxi_cpu
-Info_dict['6_CPU_Usage']=str(round(cpu_usage,3))+'%'
-Info_dict['7_Memory Usage']=inxi_mem
-Info_dict['8_Disk usage']=inxi_HD
-network_flag=str(sys.argv[1]).rstrip()
+Info_dict['1_Hostname'] = inxi_host
+Info_dict['2_Product'] = inxi_product
+Info_dict['3_OS Distribution'] = inxi_distro
+Info_dict['4_Kernel'] = inxi_kernel
+Info_dict['5_CPU'] = inxi_cpu
+Info_dict['6_CPU_Usage'] = str(round(cpu_usage, 3)) + '%'
+Info_dict['7_Memory Usage'] = inxi_mem
+Info_dict['8_Disk usage'] = inxi_HD
+network_flag = str(sys.argv[1]).rstrip()
 
 if (network_flag == 'n'):
-    
-    Info_dict['9_Network_Interfaces']={};
-    tem_2=""" cat $PWD/est_1 | grep -o -P '(?<=Network:).*(?=Info:)'"""
-    print os.system(tem_2+' > Hello')
-    i=int(os.popen(tem_2+" | grep -o 'Card' | wc -l ").read())
-    print i
 
+    Info_dict['9_Network_Interfaces'] = {}
+    tem_2 = """ cat $PWD/est_1 | grep -o -P '(?<=Network:).*(?=Info:)'"""
+    print os.system(tem_2 + ' > Hello')
+    i = int(os.popen(tem_2 + " | grep -o 'Card' | wc -l ").read())
+    print i
 
-    for x in range (1,i+1):
-            tem=""" cat $PWD/est_1 | grep -o -P '(?<=Card-"""+str(x)+""":).*(?=Card-"""+str(x+1)+""")'"""
+    for x in range(1, i + 1):
+            tem = """ cat $PWD/est_1 | grep -o -P '(?<=Card-""" + str(x) + """:).*(?=Card-""" + str(x + 1) + """)'"""
             if i == 1:
-                tem=""" cat $PWD/est_1 | grep -o -P '(?<=Network:).*(?=Info:)'"""
-                inxi_card_1=((os.popen(tem+" | grep -o -P '(?<=Card:).*(?=Drives:)'|sed 's/ *driver:.*//'").read().rstrip().lstrip()))
+                tem = """ cat $PWD/est_1 | grep -o -P '(?<=Network:).*(?=Info:)'"""
+                inxi_card_1 = ((os.popen(tem + " | grep -o -P '(?<=Card:).*(?=Drives:)'|sed 's/ *driver:.*//'").read().rstrip().lstrip()))
                 print inxi_card_1
-                Info_dict['9_Network_Interfaces']['Interface_'+str(x)]={};
-                Info_dict['9_Network_Interfaces']['Interface_'+str(x)]['1_Network_Card']=inxi_card_1
-                inxi_card_2=((os.popen(tem+"| grep -o -P '(?<=Card:).*(?=Drives:)'|sed -e 's/^.*IF: //'").read())).rstrip().lstrip()
-                Info_dict['9_Network_Interfaces']['Interface_'+str(x)]['2_Interface_info']=inxi_card_2
+                Info_dict['9_Network_Interfaces']['Interface_' + str(x)] = {}
+                Info_dict['9_Network_Interfaces']['Interface_' + str(x)]['1_Network_Card'] = inxi_card_1
+                inxi_card_2 = ((os.popen(tem + "| grep -o -P '(?<=Card:).*(?=Drives:)'|sed -e 's/^.*IF: //'").read())).rstrip().lstrip()
+                Info_dict['9_Network_Interfaces']['Interface_' + str(x)]['2_Interface_info'] = inxi_card_2
             elif x < (i):
                 print "two"
-                #inxi_Card_temp=((os.popen(""" cat $PWD/est_1 | grep -o -P '(?<=Card-"""+str(x)+""":).*(?=Card-"""+str(x+1)+""")' """).read().rstrip().lstrip()))
-                inxi_card_1=((os.popen(tem+"| sed 's/ *driver:.*//'").read().rstrip().lstrip()))
-                Info_dict['9_Network_Interfaces']['Interface_'+str(x)]={};
-                Info_dict['9_Network_Interfaces']['Interface_'+str(x)]['1_Network_Card']=inxi_card_1
-                inxi_card_2=((os.popen(tem+"|sed -e 's/^.*IF: //'").read())).rstrip().lstrip()
-                Info_dict['9_Network_Interfaces']['Interface_'+str(x)]['2_Interface_info']=inxi_card_2
+                inxi_card_1 = ((os.popen(tem + "| sed 's/ *driver:.*//'").read().rstrip().lstrip()))
+                Info_dict['9_Network_Interfaces']['Interface_' + str(x)] = {}
+                Info_dict['9_Network_Interfaces']['Interface_' + str(x)]['1_Network_Card'] = inxi_card_1
+                inxi_card_2 = ((os.popen(tem + "|sed -e 's/^.*IF: //'").read())).rstrip().lstrip()
+                Info_dict['9_Network_Interfaces']['Interface_' + str(x)]['2_Interface_info'] = inxi_card_2
             elif x == i:
                 print "Three"
-                Info_dict['9_Network_Interfaces']['Interface_'+str(x)]={};
-                inxi_card_1=((os.popen(""" cat $PWD/est_1 | grep -o -P '(?<=Card-"""+str(x)+""":).*(?=Drives:)'| sed 's/ *driver:.*//' """).read().rstrip().lstrip()))
-                Info_dict['9_Network_Interfaces']['Interface_'+str(x)]['1_Network_Card']=inxi_card_1
-                inxi_card_2=((os.popen(""" cat $PWD/est_1 | grep -o -P '(?<=Card-"""+str(x)+""":).*(?=Drives:)'| sed -e 's/^.*IF: //' """).read().rstrip().lstrip()))
-                Info_dict['9_Network_Interfaces']['Interface_'+str(x)]['2_Interface_info']=inxi_card_2 
+                Info_dict['9_Network_Interfaces']['Interface_' + str(x)] = {}
+                inxi_card_1 = ((os.popen(""" cat $PWD/est_1 | grep -o -P '(?<=Card-""" + str(x) + """:).*(?=Drives:)'| sed 's/ *driver:.*//' """).read().rstrip().lstrip()))
+                Info_dict['9_Network_Interfaces']['Interface_' + str(x)]['1_Network_Card'] = inxi_card_1
+                inxi_card_2 = ((os.popen(""" cat $PWD/est_1 | grep -o -P '(?<=Card-""" + str(x) + """:).*(?=Drives:)'| sed -e 's/^.*IF: //' """).read().rstrip().lstrip()))
+                Info_dict['9_Network_Interfaces']['Interface_' + str(x)]['2_Interface_info'] = inxi_card_2
             else:
                 print "No network cards"
     os.system("bwm-ng -o plain -c 1 | grep -v '=' | grep -v 'iface' | grep -v '-'   > bwm_dump")
-    n_interface=int(os.popen(" cat bwm_dump | grep -v 'total' |  wc -l ").read().rstrip())
-    interface={};
-    for x in range (1,n_interface):
-        interface_name=os.popen(" cat bwm_dump | awk 'NR=="+str(x)+"' | awk '{print $1}' ").read().rstrip().replace(':','')
-        interface[str(interface_name)]={};
-        interface[str(interface_name)]['Rx (KB/s)']=os.popen(" cat bwm_dump | awk 'NR=="+str(x)+"' | awk '{print $2}' ").read().rstrip()
-        interface[str(interface_name)]['Tx (KB/s)']=os.popen(" cat bwm_dump | awk 'NR=="+str(x)+"' | awk '{print $4}' ").read().rstrip()
-        interface[str(interface_name)]['Total (KB/s)']=os.popen(" cat bwm_dump | awk 'NR== "+str(x)+"' | awk '{print $6}' ").read().rstrip()
- 
-    Info_dict['10.Interface I/O']=interface
+    n_interface = int(os.popen(" cat bwm_dump | grep -v 'total' |  wc -l ").read().rstrip())
+    interface = {}
+    for x in range(1, n_interface):
+        interface_name = os.popen(" cat bwm_dump | awk 'NR==" + str(x) + "' | awk '{print $1}' ").read().rstrip().replace(':', '')
+        interface[str(interface_name)] = {}
+        interface[str(interface_name)]['Rx (KB/s)'] = os.popen(" cat bwm_dump | awk 'NR==" + str(x) + "' | awk '{print $2}' ").read().rstrip()
+        interface[str(interface_name)]['Tx (KB/s)'] = os.popen(" cat bwm_dump | awk 'NR==" + str(x) + "' | awk '{print $4}' ").read().rstrip()
+        interface[str(interface_name)]['Total (KB/s)'] = os.popen(" cat bwm_dump | awk 'NR== " + str(x) + "' | awk '{print $6}' ").read().rstrip()
+
+    Info_dict['10.Interface I/O'] = interface
 
 print Info_dict
-    
-with open('./sys_info_temp','w+')as out_info:
-    pickle.dump(Info_dict,out_info)
 
-with open('temp','w+') as result_json:
-    json.dump(Info_dict,result_json,indent=4,sort_keys=True)
+with open('./sys_info_temp', 'w+')as out_info:
+    pickle.dump(Info_dict, out_info)
 
+with open('temp', 'w+') as result_json:
+    json.dump(Info_dict, result_json, indent=4, sort_keys=True)
diff --git a/data/ref_results/compute_benchmarks_indices.py b/data/ref_results/compute_benchmarks_indices.py
index 9aaff888..e46b8771 100644
--- a/data/ref_results/compute_benchmarks_indices.py
+++ b/data/ref_results/compute_benchmarks_indices.py
@@ -1,163 +1,161 @@
 from index_calculation import generic_index as get_index
-from index_calculation import get_reference 
+from index_calculation import get_reference
 from result_accum import result_concat as concat
 
-def dpi_index ():
-    dpi_dict=concat('../../results/dpi/')
-    dpi_bm_ref = get_reference('compute','dpi_bm')
-    dpi_bm_index= get_index(dpi_dict,'dpi_bm',dpi_bm_ref,'4  DPI result', 'DPI_benchmark(Gb/s)')
-    
-    dpi_vm_ref = get_reference('compute','dpi_vm')
-    dpi_vm_index= get_index(dpi_dict,'dpi_vm',dpi_vm_ref,'4  DPI result', 'DPI_benchmark(Gb/s)')
 
-    dpi_index=(dpi_bm_index+dpi_vm_index)/2
-    dpi_dict_i={};
-    dpi_dict_i['1. Index']=dpi_index
-    dpi_dict_i['2. Results']=dpi_dict
-    return dpi_dict_i    
+def dpi_index():
+    dpi_dict = concat('../../results/dpi/')
+    dpi_bm_ref = get_reference('compute', 'dpi_bm')
+    dpi_bm_index = get_index(dpi_dict, 'dpi_bm', dpi_bm_ref, '4  DPI result', 'DPI_benchmark(Gb/s)')
+
+    dpi_vm_ref = get_reference('compute', 'dpi_vm')
+    dpi_vm_index = get_index(dpi_dict, 'dpi_vm', dpi_vm_ref, '4  DPI result', 'DPI_benchmark(Gb/s)')
+
+    dpi_index = (dpi_bm_index + dpi_vm_index) / 2
+    dpi_dict_i = {}
+    dpi_dict_i['1. Index'] = dpi_index
+    dpi_dict_i['2. Results'] = dpi_dict
+    return dpi_dict_i
+
 
 def dhrystone_index():
 
-    dhrystone_dict=concat('../../results/dhrystone/')
-    dhrystone_single_bm_ref = get_reference('compute','dhrystone_bm','single_cpu')
-    dhrystone_single_bm_index= get_index(dhrystone_dict,'dhrystone_bm',dhrystone_single_bm_ref,'4  Dhrystone result','2.Single CPU test','2.Index score')
-    
-    dhrystone_multi_bm_ref = get_reference('compute','dhrystone_bm','multi_cpu')
-    dhrystone_multi_bm_index= get_index(dhrystone_dict,'dhrystone_bm',dhrystone_multi_bm_ref,'4  Dhrystone result','3.Multi CPU test','2.Index score')
-    
-    dhrystone_bm_index=(dhrystone_single_bm_index+dhrystone_multi_bm_index)/2
-    
-    dhrystone_single_vm_ref = get_reference('compute','dhrystone_vm','single_cpu')
-    dhrystone_single_vm_index= get_index(dhrystone_dict,'dhrystone_vm',dhrystone_single_vm_ref,'4  Dhrystone result','2.Single CPU test','2.Index score')
-    
-    dhrystone_multi_vm_ref = get_reference('compute','dhrystone_vm','multi_cpu')
-    dhrystone_multi_vm_index= get_index(dhrystone_dict,'dhrystone_vm',dhrystone_multi_vm_ref,'4  Dhrystone result','3.Multi CPU test','2.Index score')
-    
-    dhrystone_vm_index=(dhrystone_single_vm_index+dhrystone_multi_vm_index)/2
-    
-    
-    dhrystone_index=(dhrystone_bm_index+dhrystone_vm_index)/2
-    dhrystone_dict_i={};
-    dhrystone_dict_i['1. Index']=dhrystone_index
-    dhrystone_dict_i['2. Results']=dhrystone_dict
+    dhrystone_dict = concat('../../results/dhrystone/')
+    dhrystone_single_bm_ref = get_reference('compute', 'dhrystone_bm', 'single_cpu')
+    dhrystone_single_bm_index = get_index(dhrystone_dict, 'dhrystone_bm', dhrystone_single_bm_ref, '4  Dhrystone result', '2.Single CPU test', '2.Index score')
+
+    dhrystone_multi_bm_ref = get_reference('compute', 'dhrystone_bm', 'multi_cpu')
+    dhrystone_multi_bm_index = get_index(dhrystone_dict, 'dhrystone_bm', dhrystone_multi_bm_ref, '4  Dhrystone result', '3.Multi CPU test', '2.Index score')
+
+    dhrystone_bm_index = (dhrystone_single_bm_index + dhrystone_multi_bm_index) / 2
+
+    dhrystone_single_vm_ref = get_reference('compute', 'dhrystone_vm', 'single_cpu')
+    dhrystone_single_vm_index = get_index(dhrystone_dict, 'dhrystone_vm', dhrystone_single_vm_ref, '4  Dhrystone result', '2.Single CPU test', '2.Index score')
+
+    dhrystone_multi_vm_ref = get_reference('compute', 'dhrystone_vm', 'multi_cpu')
+    dhrystone_multi_vm_index = get_index(dhrystone_dict, 'dhrystone_vm', dhrystone_multi_vm_ref, '4  Dhrystone result', '3.Multi CPU test', '2.Index score')
+
+    dhrystone_vm_index = (dhrystone_single_vm_index + dhrystone_multi_vm_index) / 2
+
+    dhrystone_index = (dhrystone_bm_index + dhrystone_vm_index) / 2
+    dhrystone_dict_i = {}
+    dhrystone_dict_i['1. Index'] = dhrystone_index
+    dhrystone_dict_i['2. Results'] = dhrystone_dict
     return dhrystone_dict_i
 
+
 def whetstone_index():
 
-    whetstone_dict=concat('../../results/whetstone/')
-    whetstone_single_bm_ref = get_reference('compute','whetstone_bm','single_cpu')
-    whetstone_single_bm_index= get_index(whetstone_dict,'whetstone_bm',whetstone_single_bm_ref,'4  Whetstone result','2.Single CPU test','2.Index score')
-    
-    whetstone_multi_bm_ref = get_reference('compute','whetstone_bm','multi_cpu')
-    whetstone_multi_bm_index= get_index(whetstone_dict,'whetstone_bm',whetstone_multi_bm_ref,'4  Whetstone result','3.Multi CPU test','2.Index score')
-    
-    whetstone_bm_index=(whetstone_single_bm_index+whetstone_multi_bm_index)/2
-    
-    whetstone_single_vm_ref = get_reference('compute','whetstone_vm','single_cpu')
-    whetstone_single_vm_index= get_index(whetstone_dict,'whetstone_vm',whetstone_single_vm_ref,'4  Whetstone result','2.Single CPU test','2.Index score')
-    
-    whetstone_multi_vm_ref = get_reference('compute','whetstone_vm','multi_cpu')
-    whetstone_multi_vm_index= get_index(whetstone_dict,'whetstone_vm',whetstone_multi_vm_ref,'4  Whetstone result','3.Multi CPU test','2.Index score')
-    
-    whetstone_vm_index=(whetstone_single_vm_index+whetstone_multi_vm_index)/2
-      
-    whetstone_index=(whetstone_bm_index+whetstone_vm_index)/2
-    whetstone_dict_i={};
-    whetstone_dict_i['1. Index']=whetstone_index
-    whetstone_dict_i['2. Results']=whetstone_dict
+    whetstone_dict = concat('../../results/whetstone/')
+    whetstone_single_bm_ref = get_reference('compute', 'whetstone_bm', 'single_cpu')
+    whetstone_single_bm_index = get_index(whetstone_dict, 'whetstone_bm', whetstone_single_bm_ref, '4  Whetstone result', '2.Single CPU test', '2.Index score')
+
+    whetstone_multi_bm_ref = get_reference('compute', 'whetstone_bm', 'multi_cpu')
+    whetstone_multi_bm_index = get_index(whetstone_dict, 'whetstone_bm', whetstone_multi_bm_ref, '4  Whetstone result', '3.Multi CPU test', '2.Index score')
+
+    whetstone_bm_index = (whetstone_single_bm_index + whetstone_multi_bm_index) / 2
+
+    whetstone_single_vm_ref = get_reference('compute', 'whetstone_vm', 'single_cpu')
+    whetstone_single_vm_index = get_index(whetstone_dict, 'whetstone_vm', whetstone_single_vm_ref, '4  Whetstone result', '2.Single CPU test', '2.Index score')
+
+    whetstone_multi_vm_ref = get_reference('compute', 'whetstone_vm', 'multi_cpu')
+    whetstone_multi_vm_index = get_index(whetstone_dict, 'whetstone_vm', whetstone_multi_vm_ref, '4  Whetstone result', '3.Multi CPU test', '2.Index score')
+
+    whetstone_vm_index = (whetstone_single_vm_index + whetstone_multi_vm_index) / 2
+
+    whetstone_index = (whetstone_bm_index + whetstone_vm_index) / 2
+    whetstone_dict_i = {}
+    whetstone_dict_i['1. Index'] = whetstone_index
+    whetstone_dict_i['2. Results'] = whetstone_dict
     return whetstone_dict_i
 
-def ramspeed_index ():
-
-    ramspeed_dict=concat('../../results/ramspeed/')
-    ramspeed_int_bm_ref=get_reference('compute','ramspeed_bm','INTmem','Average (MB/s)')
-    ramspeed_int_bm_index=get_index(ramspeed_dict, 'ramspeed_bm', ramspeed_int_bm_ref,'4  RamSpeed result','1. INTmem bandwidth','5. Average (MB/s)')
-    
-    ramspeed_float_bm_ref=get_reference('compute','ramspeed_bm','FLOATmem','Average (MB/s)')
-    ramspeed_float_bm_index=get_index(ramspeed_dict, 'ramspeed_bm', ramspeed_float_bm_ref,'4  RamSpeed result','2. FLOATmem bandwidth','5. Average (MB/s)')
-    
-    ramspeed_bm_index=(ramspeed_int_bm_index+ramspeed_float_bm_index)/2
-    
-    ramspeed_int_vm_ref=get_reference('compute','ramspeed_vm','INTmem','Average (MB/s)')
-    ramspeed_int_vm_index=get_index(ramspeed_dict, 'ramspeed_vm', ramspeed_int_vm_ref,'4  RamSpeed result','1. INTmem bandwidth','5. Average (MB/s)')
-    
-    ramspeed_float_vm_ref=get_reference('compute','ramspeed_vm','FLOATmem','Average (MB/s)')
-    ramspeed_float_vm_index=get_index(ramspeed_dict, 'ramspeed_vm', ramspeed_float_vm_ref,'4  RamSpeed result','2. FLOATmem bandwidth','5. Average (MB/s)')
-    
-    ramspeed_vm_index=(ramspeed_int_vm_index+ramspeed_float_vm_index)/2
-    
-    ramspeed_index=(ramspeed_vm_index+ramspeed_bm_index)/2
-    
-    ramspeed_dict_i={};
-    ramspeed_dict_i['1. Index']=ramspeed_index
-    ramspeed_dict_i['2. Results']=ramspeed_dict
+
+def ramspeed_index():
+
+    ramspeed_dict = concat('../../results/ramspeed/')
+    ramspeed_int_bm_ref = get_reference('compute', 'ramspeed_bm', 'INTmem', 'Average (MB/s)')
+    ramspeed_int_bm_index = get_index(ramspeed_dict, 'ramspeed_bm', ramspeed_int_bm_ref, '4  RamSpeed result', '1. INTmem bandwidth', '5. Average (MB/s)')
+
+    ramspeed_float_bm_ref = get_reference('compute', 'ramspeed_bm', 'FLOATmem', 'Average (MB/s)')
+    ramspeed_float_bm_index = get_index(ramspeed_dict, 'ramspeed_bm', ramspeed_float_bm_ref, '4  RamSpeed result', '2. FLOATmem bandwidth', '5. Average (MB/s)')
+
+    ramspeed_bm_index = (ramspeed_int_bm_index + ramspeed_float_bm_index) / 2
+
+    ramspeed_int_vm_ref = get_reference('compute', 'ramspeed_vm', 'INTmem', 'Average (MB/s)')
+    ramspeed_int_vm_index = get_index(ramspeed_dict, 'ramspeed_vm', ramspeed_int_vm_ref, '4  RamSpeed result', '1. INTmem bandwidth', '5. Average (MB/s)')
+
+    ramspeed_float_vm_ref = get_reference('compute', 'ramspeed_vm', 'FLOATmem', 'Average (MB/s)')
+    ramspeed_float_vm_index = get_index(ramspeed_dict, 'ramspeed_vm', ramspeed_float_vm_ref, '4  RamSpeed result', '2. FLOATmem bandwidth', '5. Average (MB/s)')
+
+    ramspeed_vm_index = (ramspeed_int_vm_index + ramspeed_float_vm_index) / 2
+
+    ramspeed_index = (ramspeed_vm_index + ramspeed_bm_index) / 2
+
+    ramspeed_dict_i = {}
+    ramspeed_dict_i['1. Index'] = ramspeed_index
+    ramspeed_dict_i['2. Results'] = ramspeed_dict
     return ramspeed_dict_i
 
 
-def ssl_index ():
-
-    ssl_dict=concat('../../results/ssl/')
-    
-    ssl_RSA512b_bm_ref=get_reference('compute','ssl_bm','RSA','512b')
-    ssl_RSA1024b_bm_ref=get_reference('compute','ssl_bm','RSA','1024b')
-    ssl_RSA2048b_bm_ref=get_reference('compute','ssl_bm','RSA','2048b')
-    ssl_RSA4096b_bm_ref=get_reference('compute','ssl_bm','RSA','4096b')
-    
-    
-    ssl_AES16B_bm_ref=get_reference('compute','ssl_bm','AES','16B')
-    ssl_AES64B_bm_ref=get_reference('compute','ssl_bm','AES','64B')
-    ssl_AES256B_bm_ref=get_reference('compute','ssl_bm','AES','256B')
-    ssl_AES1024B_bm_ref=get_reference('compute','ssl_bm','AES','1024B')
-    ssl_AES8192B_bm_ref=get_reference('compute','ssl_bm','AES','8192B')
-    
-    ssl_RSA512b_bm_index=get_index(ssl_dict, "ssl_bm", ssl_RSA512b_bm_ref,'4  SSL result','2. RSA signatures','1. 512 bits (sign/s)')
-    ssl_RSA1024b_bm_index=get_index(ssl_dict, "ssl_bm", ssl_RSA1024b_bm_ref,'4  SSL result','2. RSA signatures','2. 1024 bits (sign/s)')
-    ssl_RSA2048b_bm_index=get_index(ssl_dict, "ssl_bm", ssl_RSA2048b_bm_ref,'4  SSL result','2. RSA signatures','3. 2048 bits (sign/s)')
-    ssl_RSA4096b_bm_index=get_index(ssl_dict, "ssl_bm", ssl_RSA4096b_bm_ref,'4  SSL result','2. RSA signatures','4. 4096 bits (sign/s)')
-    ssl_RSA_bm_index=(ssl_RSA512b_bm_index+ssl_RSA1024b_bm_index+ssl_RSA2048b_bm_index+ssl_RSA4096b_bm_index)/4
-    
-    
-    ssl_AES16B_bm_index=get_index(ssl_dict, "ssl_bm", ssl_AES16B_bm_ref,'4  SSL result','3. AES-128-cbc throughput','1. 16 Bytes block (B/sec)')
-    ssl_AES64B_bm_index=get_index(ssl_dict, "ssl_bm", ssl_AES64B_bm_ref,'4  SSL result','3. AES-128-cbc throughput','2. 64 Bytes block (B/sec)')
-    ssl_AES256B_bm_index=get_index(ssl_dict, "ssl_bm", ssl_AES256B_bm_ref,'4  SSL result','3. AES-128-cbc throughput','3. 256 Bytes block (B/sec)') 
-    ssl_AES1024B_bm_index=get_index(ssl_dict, "ssl_bm", ssl_AES1024B_bm_ref,'4  SSL result','3. AES-128-cbc throughput','4. 1024 Bytes block (B/sec)')
-    ssl_AES8192B_bm_index=get_index(ssl_dict, "ssl_bm", ssl_AES8192B_bm_ref,'4  SSL result','3. AES-128-cbc throughput','5. 8192 Bytes block (B/sec)')
-    ssl_AES_bm_index=(ssl_AES16B_bm_index+ssl_AES64B_bm_index+ssl_AES256B_bm_index+ssl_AES1024B_bm_index+ssl_AES8192B_bm_index)/5
-    
-    ssl_bm_index=(ssl_RSA_bm_index+ssl_AES_bm_index)/2
-    
-    ssl_RSA512b_vm_ref=get_reference('compute','ssl_vm','RSA','512b')
-    ssl_RSA1024b_vm_ref=get_reference('compute','ssl_vm','RSA','1024b')
-    ssl_RSA2048b_vm_ref=get_reference('compute','ssl_vm','RSA','2048b')
-    ssl_RSA4096b_vm_ref=get_reference('compute','ssl_vm','RSA','4096b')
-    
-    
-    ssl_AES16B_vm_ref=get_reference('compute','ssl_vm','AES','16B')
-    ssl_AES64B_vm_ref=get_reference('compute','ssl_vm','AES','64B')
-    ssl_AES256B_vm_ref=get_reference('compute','ssl_vm','AES','256B')
-    ssl_AES1024B_vm_ref=get_reference('compute','ssl_vm','AES','1024B')
-    ssl_AES8192B_vm_ref=get_reference('compute','ssl_vm','AES','8192B')
-    
-    ssl_RSA512b_vm_index=get_index(ssl_dict, "ssl_vm", ssl_RSA512b_vm_ref,'4  SSL result','2. RSA signatures','1. 512 bits (sign/s)')
-    ssl_RSA1024b_vm_index=get_index(ssl_dict, "ssl_vm", ssl_RSA1024b_vm_ref,'4  SSL result','2. RSA signatures','2. 1024 bits (sign/s)')
-    ssl_RSA2048b_vm_index=get_index(ssl_dict, "ssl_vm", ssl_RSA2048b_vm_ref,'4  SSL result','2. RSA signatures','3. 2048 bits (sign/s)')
-    ssl_RSA4096b_vm_index=get_index(ssl_dict, "ssl_vm", ssl_RSA4096b_vm_ref,'4  SSL result','2. RSA signatures','4. 4096 bits (sign/s)')
-    ssl_RSA_vm_index=(ssl_RSA512b_vm_index+ssl_RSA1024b_vm_index+ssl_RSA2048b_vm_index+ssl_RSA4096b_vm_index)/4
-    
-    
-    ssl_AES16B_vm_index=get_index(ssl_dict, "ssl_vm", ssl_AES16B_vm_ref,'4  SSL result','3. AES-128-cbc throughput','1. 16 Bytes block (B/sec)')
-    ssl_AES64B_vm_index=get_index(ssl_dict, "ssl_vm", ssl_AES64B_vm_ref,'4  SSL result','3. AES-128-cbc throughput','2. 64 Bytes block (B/sec)')
-    ssl_AES256B_vm_index=get_index(ssl_dict, "ssl_vm", ssl_AES256B_vm_ref,'4  SSL result','3. AES-128-cbc throughput','3. 256 Bytes block (B/sec)') 
-    ssl_AES1024B_vm_index=get_index(ssl_dict, "ssl_vm", ssl_AES1024B_vm_ref,'4  SSL result','3. AES-128-cbc throughput','4. 1024 Bytes block (B/sec)')
-    ssl_AES8192B_vm_index=get_index(ssl_dict, "ssl_vm", ssl_AES8192B_vm_ref,'4  SSL result','3. AES-128-cbc throughput','5. 8192 Bytes block (B/sec)')
-    ssl_AES_vm_index=(ssl_AES16B_vm_index+ssl_AES64B_vm_index+ssl_AES256B_vm_index+ssl_AES1024B_vm_index+ssl_AES8192B_vm_index)/5
-    
-    ssl_vm_index=(ssl_RSA_vm_index+ssl_AES_vm_index)/2
-    
-    ssl_index=(ssl_bm_index+ssl_vm_index)/2
-    
-   
-    ssl_dict_i={};
-    ssl_dict_i['1. Index']=ssl_index
-    ssl_dict_i['2. Results']=ssl_dict
+def ssl_index():
+
+    ssl_dict = concat('../../results/ssl/')
+
+    ssl_RSA512b_bm_ref = get_reference('compute', 'ssl_bm', 'RSA', '512b')
+    ssl_RSA1024b_bm_ref = get_reference('compute', 'ssl_bm', 'RSA', '1024b')
+    ssl_RSA2048b_bm_ref = get_reference('compute', 'ssl_bm', 'RSA', '2048b')
+    ssl_RSA4096b_bm_ref = get_reference('compute', 'ssl_bm', 'RSA', '4096b')
+
+    ssl_AES16B_bm_ref = get_reference('compute', 'ssl_bm', 'AES', '16B')
+    ssl_AES64B_bm_ref = get_reference('compute', 'ssl_bm', 'AES', '64B')
+    ssl_AES256B_bm_ref = get_reference('compute', 'ssl_bm', 'AES', '256B')
+    ssl_AES1024B_bm_ref = get_reference('compute', 'ssl_bm', 'AES', '1024B')
+    ssl_AES8192B_bm_ref = get_reference('compute', 'ssl_bm', 'AES', '8192B')
+
+    ssl_RSA512b_bm_index = get_index(ssl_dict, "ssl_bm", ssl_RSA512b_bm_ref, '4  SSL result', '2. RSA signatures', '1. 512 bits (sign/s)')
+    ssl_RSA1024b_bm_index = get_index(ssl_dict, "ssl_bm", ssl_RSA1024b_bm_ref, '4  SSL result', '2. RSA signatures', '2. 1024 bits (sign/s)')
+    ssl_RSA2048b_bm_index = get_index(ssl_dict, "ssl_bm", ssl_RSA2048b_bm_ref, '4  SSL result', '2. RSA signatures', '3. 2048 bits (sign/s)')
+    ssl_RSA4096b_bm_index = get_index(ssl_dict, "ssl_bm", ssl_RSA4096b_bm_ref, '4  SSL result', '2. RSA signatures', '4. 4096 bits (sign/s)')
+    ssl_RSA_bm_index = (ssl_RSA512b_bm_index + ssl_RSA1024b_bm_index + ssl_RSA2048b_bm_index + ssl_RSA4096b_bm_index) / 4
+
+    ssl_AES16B_bm_index = get_index(ssl_dict, "ssl_bm", ssl_AES16B_bm_ref, '4  SSL result', '3. AES-128-cbc throughput', '1. 16 Bytes block (B/sec)')
+    ssl_AES64B_bm_index = get_index(ssl_dict, "ssl_bm", ssl_AES64B_bm_ref, '4  SSL result', '3. AES-128-cbc throughput', '2. 64 Bytes block (B/sec)')
+    ssl_AES256B_bm_index = get_index(ssl_dict, "ssl_bm", ssl_AES256B_bm_ref, '4  SSL result', '3. AES-128-cbc throughput', '3. 256 Bytes block (B/sec)')
+    ssl_AES1024B_bm_index = get_index(ssl_dict, "ssl_bm", ssl_AES1024B_bm_ref, '4  SSL result', '3. AES-128-cbc throughput', '4. 1024 Bytes block (B/sec)')
+    ssl_AES8192B_bm_index = get_index(ssl_dict, "ssl_bm", ssl_AES8192B_bm_ref, '4  SSL result', '3. AES-128-cbc throughput', '5. 8192 Bytes block (B/sec)')
+    ssl_AES_bm_index = (ssl_AES16B_bm_index + ssl_AES64B_bm_index + ssl_AES256B_bm_index + ssl_AES1024B_bm_index + ssl_AES8192B_bm_index) / 5
+
+    ssl_bm_index = (ssl_RSA_bm_index + ssl_AES_bm_index) / 2
+
+    ssl_RSA512b_vm_ref = get_reference('compute', 'ssl_vm', 'RSA', '512b')
+    ssl_RSA1024b_vm_ref = get_reference('compute', 'ssl_vm', 'RSA', '1024b')
+    ssl_RSA2048b_vm_ref = get_reference('compute', 'ssl_vm', 'RSA', '2048b')
+    ssl_RSA4096b_vm_ref = get_reference('compute', 'ssl_vm', 'RSA', '4096b')
+
+    ssl_AES16B_vm_ref = get_reference('compute', 'ssl_vm', 'AES', '16B')
+    ssl_AES64B_vm_ref = get_reference('compute', 'ssl_vm', 'AES', '64B')
+    ssl_AES256B_vm_ref = get_reference('compute', 'ssl_vm', 'AES', '256B')
+    ssl_AES1024B_vm_ref = get_reference('compute', 'ssl_vm', 'AES', '1024B')
+    ssl_AES8192B_vm_ref = get_reference('compute', 'ssl_vm', 'AES', '8192B')
+
+    ssl_RSA512b_vm_index = get_index(ssl_dict, "ssl_vm", ssl_RSA512b_vm_ref, '4  SSL result', '2. RSA signatures', '1. 512 bits (sign/s)')
+    ssl_RSA1024b_vm_index = get_index(ssl_dict, "ssl_vm", ssl_RSA1024b_vm_ref, '4  SSL result', '2. RSA signatures', '2. 1024 bits (sign/s)')
+    ssl_RSA2048b_vm_index = get_index(ssl_dict, "ssl_vm", ssl_RSA2048b_vm_ref, '4  SSL result', '2. RSA signatures', '3. 2048 bits (sign/s)')
+    ssl_RSA4096b_vm_index = get_index(ssl_dict, "ssl_vm", ssl_RSA4096b_vm_ref, '4  SSL result', '2. RSA signatures', '4. 4096 bits (sign/s)')
+    ssl_RSA_vm_index = (ssl_RSA512b_vm_index + ssl_RSA1024b_vm_index + ssl_RSA2048b_vm_index + ssl_RSA4096b_vm_index) / 4
+
+    ssl_AES16B_vm_index = get_index(ssl_dict, "ssl_vm", ssl_AES16B_vm_ref, '4  SSL result', '3. AES-128-cbc throughput', '1. 16 Bytes block (B/sec)')
+    ssl_AES64B_vm_index = get_index(ssl_dict, "ssl_vm", ssl_AES64B_vm_ref, '4  SSL result', '3. AES-128-cbc throughput', '2. 64 Bytes block (B/sec)')
+    ssl_AES256B_vm_index = get_index(ssl_dict, "ssl_vm", ssl_AES256B_vm_ref, '4  SSL result', '3. AES-128-cbc throughput', '3. 256 Bytes block (B/sec)')
+    ssl_AES1024B_vm_index = get_index(ssl_dict, "ssl_vm", ssl_AES1024B_vm_ref, '4  SSL result', '3. AES-128-cbc throughput', '4. 1024 Bytes block (B/sec)')
+    ssl_AES8192B_vm_index = get_index(ssl_dict, "ssl_vm", ssl_AES8192B_vm_ref, '4  SSL result', '3. AES-128-cbc throughput', '5. 8192 Bytes block (B/sec)')
+    ssl_AES_vm_index = (ssl_AES16B_vm_index + ssl_AES64B_vm_index + ssl_AES256B_vm_index + ssl_AES1024B_vm_index + ssl_AES8192B_vm_index) / 5
+
+    ssl_vm_index = (ssl_RSA_vm_index + ssl_AES_vm_index) / 2
+
+    ssl_index = (ssl_bm_index + ssl_vm_index) / 2
+
+    ssl_dict_i = {}
+    ssl_dict_i['1. Index'] = ssl_index
+    ssl_dict_i['2. Results'] = ssl_dict
     return ssl_dict_i
diff --git a/data/ref_results/compute_suite.py b/data/ref_results/compute_suite.py
index 86e8a877..bcaf83c8 100644
--- a/data/ref_results/compute_suite.py
+++ b/data/ref_results/compute_suite.py
@@ -2,56 +2,49 @@ import json
 import compute_benchmarks_indices as benchmark_indices
 
 
-compute_dict={};
-
+compute_dict = {}
 try:
-   compute_dict['DPI']=benchmark_indices.dpi_index()
-except  OSError:
+    compute_dict['DPI'] = benchmark_indices.dpi_index()
+except OSError:
     pass
-   
-   
 
 try:
-    compute_dict['Dhrystone']=benchmark_indices.dhrystone_index()
+    compute_dict['Dhrystone'] = benchmark_indices.dhrystone_index()
 except OSError:
     pass
 
-
-
 try:
-    compute_dict['Whetstone']=benchmark_indices.whetstone_index()
+    compute_dict['Whetstone'] = benchmark_indices.whetstone_index()
 except OSError:
     pass
 
 try:
-    compute_dict['SSL']=benchmark_indices.ssl_index()
+    compute_dict['SSL'] = benchmark_indices.ssl_index()
 except OSError:
     pass
 
 try:
-    compute_dict['RamSpeed']=benchmark_indices.ramspeed_index()
+    compute_dict['RamSpeed'] = benchmark_indices.ramspeed_index()
 except OSError:
     pass
 
+compute_bench_list = ['DPI', 'Dhrystone', 'Whetstone', 'SSL', 'RamSpeed']
+l = len(compute_bench_list)
 
-compute_bench_list=['DPI','Dhrystone','Whetstone','SSL','RamSpeed']
-l=len(compute_bench_list)
-
-temp=0
+temp = 0
 for benchmark in compute_bench_list:
     try:
-        temp=temp+float(compute_dict[benchmark]['1. Index'])
+        temp = temp + float(compute_dict[benchmark]['1. Index'])
     except KeyError:
-        l=l-1
+        l = l - 1
         pass
 
 if l == 0:
     print "No compute suite results found"
 else:
-    compute_suite_index=temp/l 
-    compute_dict_f={};
-    compute_dict_f['index']=compute_suite_index
-    compute_dict_f['suite results']=compute_dict
+    compute_suite_index = temp / l
+    compute_dict_f = {}
+    compute_dict_f['index'] = compute_suite_index
+    compute_dict_f['suite results'] = compute_dict
     with open('../../results/compute_result.json', 'w+') as result_json:
         json.dump(compute_dict_f, result_json, indent=4, sort_keys=True)
-
diff --git a/data/ref_results/generator_ref_json.py b/data/ref_results/generator_ref_json.py
index f5b8e12a..6b2d813c 100644
--- a/data/ref_results/generator_ref_json.py
+++ b/data/ref_results/generator_ref_json.py
@@ -1,85 +1,81 @@
-import os
 import json
 
-dict_ref={};
-dict_ref['compute']={};
-dict_ref['compute']['dpi_bm']=8.12
-dict_ref['compute']['dpi_vm']=22.12
+dict_ref = {}
+dict_ref['compute'] = {}
+dict_ref['compute']['dpi_bm'] = 8.12
+dict_ref['compute']['dpi_vm'] = 22.12
 
-dict_ref['compute']['whetstone_bm']={};
-dict_ref['compute']['whetstone_vm']={};
-dict_ref['compute']['whetstone_bm']['single_cpu']=806.1
-dict_ref['compute']['whetstone_bm']['multi_cpu']=41483.3
-dict_ref['compute']['whetstone_vm']['single_cpu']=789.0
-dict_ref['compute']['whetstone_vm']['multi_cpu']=2950.6
+dict_ref['compute']['whetstone_bm'] = {}
+dict_ref['compute']['whetstone_vm'] = {}
+dict_ref['compute']['whetstone_bm']['single_cpu'] = 806.1
+dict_ref['compute']['whetstone_bm']['multi_cpu'] = 41483.3
+dict_ref['compute']['whetstone_vm']['single_cpu'] = 789.0
+dict_ref['compute']['whetstone_vm']['multi_cpu'] = 2950.6
 
-dict_ref['compute']['dhrystone_bm']={};
-dict_ref['compute']['dhrystone_vm']={};
-dict_ref['compute']['dhrystone_bm']['single_cpu']=3231.7
-dict_ref['compute']['dhrystone_bm']['multi_cpu']=103362.1
-dict_ref['compute']['dhrystone_vm']['single_cpu']=2953.6
-dict_ref['compute']['dhrystone_vm']['multi_cpu']=10585.8
+dict_ref['compute']['dhrystone_bm'] = {}
+dict_ref['compute']['dhrystone_vm'] = {}
+dict_ref['compute']['dhrystone_bm']['single_cpu'] = 3231.7
+dict_ref['compute']['dhrystone_bm']['multi_cpu'] = 103362.1
+dict_ref['compute']['dhrystone_vm']['single_cpu'] = 2953.6
+dict_ref['compute']['dhrystone_vm']['multi_cpu'] = 10585.8
 
-dict_ref['compute']['ssl_bm']={};
-dict_ref['compute']['ssl_bm']['RSA']={};
-dict_ref['compute']['ssl_bm']['AES']={};
-dict_ref['compute']['ssl_bm']['RSA']['512b']=22148.9
-dict_ref['compute']['ssl_bm']['RSA']['1024b']=7931.44
-dict_ref['compute']['ssl_bm']['RSA']['2048b']=1544.3
-dict_ref['compute']['ssl_bm']['RSA']['4096b']=161.92
-dict_ref['compute']['ssl_bm']['AES']['16B']=735490250
-dict_ref['compute']['ssl_bm']['AES']['64B']=788429210
-dict_ref['compute']['ssl_bm']['AES']['256B']=803323650
-dict_ref['compute']['ssl_bm']['AES']['1024B']=808861020
-dict_ref['compute']['ssl_bm']['AES']['8192B']=807701160
+dict_ref['compute']['ssl_bm'] = {}
+dict_ref['compute']['ssl_bm']['RSA'] = {}
+dict_ref['compute']['ssl_bm']['AES'] = {}
+dict_ref['compute']['ssl_bm']['RSA']['512b'] = 22148.9
+dict_ref['compute']['ssl_bm']['RSA']['1024b'] = 7931.44
+dict_ref['compute']['ssl_bm']['RSA']['2048b'] = 1544.3
+dict_ref['compute']['ssl_bm']['RSA']['4096b'] = 161.92
+dict_ref['compute']['ssl_bm']['AES']['16B'] = 735490250
+dict_ref['compute']['ssl_bm']['AES']['64B'] = 788429210
+dict_ref['compute']['ssl_bm']['AES']['256B'] = 803323650
+dict_ref['compute']['ssl_bm']['AES']['1024B'] = 808861020
+dict_ref['compute']['ssl_bm']['AES']['8192B'] = 807701160
 
-dict_ref['compute']['ssl_vm']={};
-dict_ref['compute']['ssl_vm']['RSA']={};
-dict_ref['compute']['ssl_vm']['AES']={};
-dict_ref['compute']['ssl_vm']['RSA']['512b']=22148.9
-dict_ref['compute']['ssl_vm']['RSA']['1024b']=7931.44
-dict_ref['compute']['ssl_vm']['RSA']['2048b']=1544.3
-dict_ref['compute']['ssl_vm']['RSA']['4096b']=161.92
-dict_ref['compute']['ssl_vm']['AES']['16B']=735490250
-dict_ref['compute']['ssl_vm']['AES']['64B']=788429210
-dict_ref['compute']['ssl_vm']['AES']['256B']=803323650
-dict_ref['compute']['ssl_vm']['AES']['1024B']=808861020
-dict_ref['compute']['ssl_vm']['AES']['8192B']=807701160
+dict_ref['compute']['ssl_vm'] = {}
+dict_ref['compute']['ssl_vm']['RSA'] = {}
+dict_ref['compute']['ssl_vm']['AES'] = {}
+dict_ref['compute']['ssl_vm']['RSA']['512b'] = 22148.9
+dict_ref['compute']['ssl_vm']['RSA']['1024b'] = 7931.44
+dict_ref['compute']['ssl_vm']['RSA']['2048b'] = 1544.3
+dict_ref['compute']['ssl_vm']['RSA']['4096b'] = 161.92
+dict_ref['compute']['ssl_vm']['AES']['16B'] = 735490250
+dict_ref['compute']['ssl_vm']['AES']['64B'] = 788429210
+dict_ref['compute']['ssl_vm']['AES']['256B'] = 803323650
+dict_ref['compute']['ssl_vm']['AES']['1024B'] = 808861020
+dict_ref['compute']['ssl_vm']['AES']['8192B'] = 807701160
 
+dict_ref['compute']['ramspeed_bm'] = {}
+dict_ref['compute']['ramspeed_bm']['INTmem'] = {}
+dict_ref['compute']['ramspeed_bm']['FLOATmem'] = {}
+dict_ref['compute']['ramspeed_bm']['INTmem']['Average (MB/s)'] = 12268.38
+dict_ref['compute']['ramspeed_bm']['FLOATmem']['Average (MB/s)'] = 9758.79
 
-dict_ref['compute']['ramspeed_bm']={};
-dict_ref['compute']['ramspeed_bm']['INTmem']={};
-dict_ref['compute']['ramspeed_bm']['FLOATmem']={};
-dict_ref['compute']['ramspeed_bm']['INTmem']['Average (MB/s)']=12268.38
-dict_ref['compute']['ramspeed_bm']['FLOATmem']['Average (MB/s)']=9758.79
+dict_ref['compute']['ramspeed_vm'] = {}
+dict_ref['compute']['ramspeed_vm']['INTmem'] = {}
+dict_ref['compute']['ramspeed_vm']['FLOATmem'] = {}
+dict_ref['compute']['ramspeed_vm']['INTmem']['Average (MB/s)'] = 12147.59
+dict_ref['compute']['ramspeed_vm']['FLOATmem']['Average (MB/s)'] = 9064.09
 
-dict_ref['compute']['ramspeed_vm']={};
-dict_ref['compute']['ramspeed_vm']['INTmem']={};
-dict_ref['compute']['ramspeed_vm']['FLOATmem']={};
-dict_ref['compute']['ramspeed_vm']['INTmem']['Average (MB/s)']=12147.59
-dict_ref['compute']['ramspeed_vm']['FLOATmem']['Average (MB/s)']=9064.09
+dict_ref['storage'] = {}
+dict_ref['storage']['fio_bm'] = {}
+dict_ref['storage']['fio_bm']['read'] = {}
+dict_ref['storage']['fio_bm']['write'] = {}
+dict_ref['storage']['fio_bm']['read']['IOPS'] = 6693
+dict_ref['storage']['fio_bm']['write']['IOPS'] = 6688
 
+dict_ref['storage']['fio_vm'] = {}
+dict_ref['storage']['fio_vm']['read'] = {}
+dict_ref['storage']['fio_vm']['write'] = {}
+dict_ref['storage']['fio_vm']['read']['IOPS'] = 2239
+dict_ref['storage']['fio_vm']['write']['IOPS'] = 2237
 
-dict_ref['storage']={};
-dict_ref['storage']['fio_bm']={};
-dict_ref['storage']['fio_bm']['read']={};
-dict_ref['storage']['fio_bm']['write']={};
-dict_ref['storage']['fio_bm']['read']['IOPS']=6693
-dict_ref['storage']['fio_bm']['write']['IOPS']=6688
-
-dict_ref['storage']['fio_vm']={};
-dict_ref['storage']['fio_vm']['read']={};
-dict_ref['storage']['fio_vm']['write']={};
-dict_ref['storage']['fio_vm']['read']['IOPS']=2239
-dict_ref['storage']['fio_vm']['write']['IOPS']=2237
-
-dict_ref['network']={};
-dict_ref['network']['iperf_bm']={};
-dict_ref['network']['iperf_vm']={};
-dict_ref['network']['iperf_vm_2']={};
-dict_ref['network']['iperf_bm']['throughput received(b/s)']=944473000.0
-dict_ref['network']['iperf_vm']['throughput received(b/s)']=14416700000.0
-dict_ref['network']['iperf_vm_2']['throughput received(b/s)']=2461530000.0
+dict_ref['network'] = {}
+dict_ref['network']['iperf_bm'] = {}
+dict_ref['network']['iperf_vm'] = {}
+dict_ref['network']['iperf_vm_2'] = {}
+dict_ref['network']['iperf_bm']['throughput received(b/s)'] = 944473000.0
+dict_ref['network']['iperf_vm']['throughput received(b/s)'] = 14416700000.0
+dict_ref['network']['iperf_vm_2']['throughput received(b/s)'] = 2461530000.0
 with open('reference.json', 'w+') as result_json:
     json.dump(dict_ref, result_json, indent=4, sort_keys=True)
-
diff --git a/data/ref_results/index_calculation.py b/data/ref_results/index_calculation.py
index ed597fb8..e3c75350 100644
--- a/data/ref_results/index_calculation.py
+++ b/data/ref_results/index_calculation.py
@@ -1,44 +1,41 @@
 import json
-from cinderclient.utils import arg
-from result_accum import result_concat as concat
 
-def compute_index(total_measured,ref_result,count):
+
+def compute_index(total_measured, ref_result, count):
     try:
-        average=float(total_measured/count)
-        
+        average = float(total_measured / count)
+
     except ZeroDivisionError:
-        average=0
-    
-    index=average/ref_result
+        average = 0
+    index = average / ref_result
     return index
 
-def get_reference (*args):
-    
-    with open ('./reference.json') as reference_file:
-        reference_djson=json.load(reference_file)
-        temp=list(args)
-        for arg in args:
-            ref_n=reference_djson.get(str(arg))
-            reference_djson=reference_djson.get(str(arg))
 
-          
+def get_reference(*args):
+
+    with open('./reference.json') as reference_file:
+        reference_djson = json.load(reference_file)
+        for arg in args:
+            ref_n = reference_djson.get(str(arg))
+            reference_djson = reference_djson.get(str(arg))
     return ref_n
 
-def generic_index(dict_gen,testcase,reference_num,*args):
-    c=len(args)
-    count=0
-    total=0
-    result=0
-    for k,v in dict_gen.iteritems():           
-        dict_temp=dict_gen[k]
+
+def generic_index(dict_gen, testcase, reference_num, *args):
+    c = len(args)
+    count = 0
+    total = 0
+    result = 0
+    for k, v in dict_gen.iteritems():
+        dict_temp = dict_gen[k]
         if dict_gen[k]['1  Testcase Name'] == str(testcase):
-            count=count+1
+            count = count + 1
             for arg in args:
-                if arg == args[c-1]:
+                if arg == args[c - 1]:
                     try:
-                        result=float(dict_temp.get(str(arg)))
+                        result = float(dict_temp.get(str(arg)))
                     except ValueError:
-                        result=float(dict_temp.get(str(arg))[:-1])*1000
-                dict_temp=dict_temp.get(str(arg))
-            total=total+result
-    return compute_index(total, reference_num, count) 
+                        result = float(dict_temp.get(str(arg))[:-1]) * 1000
+                dict_temp = dict_temp.get(str(arg))
+            total = total + result
+    return compute_index(total, reference_num, count)
diff --git a/data/ref_results/network_benchmarks_indices.py b/data/ref_results/network_benchmarks_indices.py
index b98269b6..96ccd4fc 100644
--- a/data/ref_results/network_benchmarks_indices.py
+++ b/data/ref_results/network_benchmarks_indices.py
@@ -1,27 +1,20 @@
 from index_calculation import generic_index as get_index
-from index_calculation import get_reference 
+from index_calculation import get_reference
 from result_accum import result_concat as concat
 
 
-def iperf_index ():
-    iperf_dict=concat('../../results/iperf/')
-    #print iperf_dict    
-    iperf_bm_ref = get_reference('network','iperf_bm','throughput received(b/s)')
- 
-    iperf_bm_index= get_index(iperf_dict,'iperf_bm',iperf_bm_ref,'4  IPERF result', '2. Bandwidth','2. throughput Received (b/s)')
-   
-    iperf_vm_ref = get_reference('network','iperf_vm','throughput received(b/s)')
-    iperf_vm_index= get_index(iperf_dict,'iperf_vm',iperf_vm_ref,'4  IPERF result', '2. Bandwidth','2. throughput Received (b/s)')    
-    
-    iperf_vm_2_ref = get_reference('network','iperf_vm_2','throughput received(b/s)')
-    iperf_vm_2_index= get_index(iperf_dict,'iperf_vm_2',iperf_vm_2_ref,'4  IPERF result', '2. Bandwidth','2. throughput Received (b/s)')        
-     
+def iperf_index():
+    iperf_dict = concat('../../results/iperf/')
+    iperf_bm_ref = get_reference('network', 'iperf_bm', 'throughput received(b/s)')
+    iperf_bm_index = get_index(iperf_dict, 'iperf_bm', iperf_bm_ref, '4  IPERF result', '2. Bandwidth', '2. throughput Received (b/s)')
+    iperf_vm_ref = get_reference('network', 'iperf_vm', 'throughput received(b/s)')
+    iperf_vm_index = get_index(iperf_dict, 'iperf_vm', iperf_vm_ref, '4  IPERF result', '2. Bandwidth', '2. throughput Received (b/s)')
 
-    
-    iperf_index= float(iperf_bm_index+iperf_vm_index+iperf_vm_2_index)/3
+    iperf_vm_2_ref = get_reference('network', 'iperf_vm_2', 'throughput received(b/s)')
+    iperf_vm_2_index = get_index(iperf_dict, 'iperf_vm_2', iperf_vm_2_ref, '4  IPERF result', '2. Bandwidth', '2. throughput Received (b/s)')
+    iperf_index = float(iperf_bm_index + iperf_vm_index + iperf_vm_2_index) / 3
     print iperf_index
-    iperf_dict_i={};
-    iperf_dict_i['1. Index']=iperf_index
-    iperf_dict_i['2. Results']=iperf_dict
+    iperf_dict_i = {}
+    iperf_dict_i['1. Index'] = iperf_index
+    iperf_dict_i['2. Results'] = iperf_dict
     return iperf_dict_i
-    
diff --git a/data/ref_results/network_suite.py b/data/ref_results/network_suite.py
index fd756aa0..37dcb093 100644
--- a/data/ref_results/network_suite.py
+++ b/data/ref_results/network_suite.py
@@ -2,33 +2,29 @@ import json
 import network_benchmarks_indices as benchmark_indices
 
 
-network_dict={};
+network_dict = {}
 try:
-    network_dict['IPERF']=benchmark_indices.iperf_index()
+    network_dict['IPERF'] = benchmark_indices.iperf_index()
 except:
     pass
 
-
-
-
-network_bench_list=['IPERF']
-temp=0
-l=len(network_bench_list)
+network_bench_list = ['IPERF']
+temp = 0
+l = len(network_bench_list)
 
 for benchmark in network_bench_list:
     try:
-        temp=temp+float(network_dict[benchmark]['1. Index'])
+        temp = temp + float(network_dict[benchmark]['1. Index'])
     except:
-        l=l-1
+        l = l - 1
         pass
 
 if l == 0:
-   print "No network results found"
+    print "No network results found"
 else:
-    network_suite_index=temp/len(network_bench_list)
-    network_dict_f={};
-    network_dict_f['index']=network_suite_index
-    network_dict_f['suite results']=network_dict
+    network_suite_index = temp / len(network_bench_list)
+    network_dict_f = {}
+    network_dict_f['index'] = network_suite_index
+    network_dict_f['suite results'] = network_dict
     with open('../../results/network_result.json', 'w+') as result_json:
         json.dump(network_dict_f, result_json, indent=4, sort_keys=True)
-
diff --git a/data/ref_results/result_accum.py b/data/ref_results/result_accum.py
index 4fffb6b1..6cd55886 100644
--- a/data/ref_results/result_accum.py
+++ b/data/ref_results/result_accum.py
@@ -1,11 +1,12 @@
 import os
 import json
 
+
 def result_concat(targ_dir):
-    list_vm=[];
-    list_bm=[];
-    diction={};
-   
+    list_vm = []
+    list_bm = []
+    diction = {}
+
     for file in os.listdir(targ_dir):
         if file.endswith(".json"):
             if file.startswith("instance"):
@@ -13,21 +14,18 @@ def result_concat(targ_dir):
                 list_vm.append(file)
             else:
                 list_bm.append(file)
-    l=len(list_bm)
-    k=len(list_vm)
+    l = len(list_bm)
+    k = len(list_vm)
+
+    for x in range(0, l):
+        file_t = list_bm[x]
+        with open(targ_dir + file_t) as result_file:
+            result_djson = json.load(result_file)
+            diction['Baremetal' + str(int(x + 1))] = result_djson
 
-    for x in range (0,l):
-        file_t=list_bm[x]
-        with open (targ_dir+file_t) as result_file:
-            result_djson=json.load(result_file)
-            diction['Baremetal'+str(int(x+1))]=result_djson
-        
-    for x in range (0,k):
-        file_t=list_vm[x]
-        with open (targ_dir+file_t) as result_file:
-            result_djson=json.load(result_file)
-            diction['Virtual Machine '+str(x+1)]=result_djson
+    for x in range(0, k):
+        file_t = list_vm[x]
+        with open(targ_dir + file_t) as result_file:
+            result_djson = json.load(result_file)
+            diction['Virtual Machine ' + str(x + 1)] = result_djson
     return diction
-    
-   
-         
diff --git a/data/ref_results/storage_benchmarks_indices.py b/data/ref_results/storage_benchmarks_indices.py
index db3890a0..f51b3d6e 100644
--- a/data/ref_results/storage_benchmarks_indices.py
+++ b/data/ref_results/storage_benchmarks_indices.py
@@ -1,34 +1,30 @@
 from index_calculation import generic_index as get_index
-from index_calculation import get_reference 
+from index_calculation import get_reference
 from result_accum import result_concat as concat
 
 
-def fio_index ():
-    fio_dict=concat('../../results/fio/')
-    #print _perf_dict    
-    fio_r_bm_ref = get_reference('storage','fio_bm','read','IOPS')
-    fio_r_bm_index= get_index(fio_dict,'fio_bm',fio_r_bm_ref,'4  FIO result', 'Job_0','read','IO/sec')
-    
-    fio_w_bm_ref = get_reference('storage','fio_bm','write','IOPS')
-    fio_w_bm_index= get_index(fio_dict,'fio_bm',fio_w_bm_ref,'4  FIO result', 'Job_0','write','IO/sec')
-   
-    fio_bm_index= (fio_r_bm_index+fio_w_bm_index)/2
-
-
-
-    fio_r_vm_ref = get_reference('storage','fio_vm','read','IOPS')
-    fio_r_vm_index= get_index(fio_dict,'fio_vm',fio_r_vm_ref,'4  FIO result', 'Job_0','read','IO/sec')
-    
-    fio_w_vm_ref = get_reference('storage','fio_vm','write','IOPS')
-    fio_w_vm_index= get_index(fio_dict,'fio_vm',fio_w_vm_ref,'4  FIO result', 'Job_0','write','IO/sec')
-   
-    fio_vm_index= (fio_r_vm_index+fio_w_vm_index)/2
-    
-    fio_index=(fio_bm_index+fio_vm_index)/2
+def fio_index():
+    fio_dict = concat('../../results/fio/')
+    fio_r_bm_ref = get_reference('storage', 'fio_bm', 'read', 'IOPS')
+    fio_r_bm_index = get_index(fio_dict, 'fio_bm', fio_r_bm_ref, '4  FIO result', 'Job_0', 'read', 'IO/sec')
+
+    fio_w_bm_ref = get_reference('storage', 'fio_bm', 'write', 'IOPS')
+    fio_w_bm_index = get_index(fio_dict, 'fio_bm', fio_w_bm_ref, '4  FIO result', 'Job_0', 'write', 'IO/sec')
+
+    fio_bm_index = (fio_r_bm_index + fio_w_bm_index) / 2
+
+    fio_r_vm_ref = get_reference('storage', 'fio_vm', 'read', 'IOPS')
+    fio_r_vm_index = get_index(fio_dict, 'fio_vm', fio_r_vm_ref, '4  FIO result', 'Job_0', 'read', 'IO/sec')
+
+    fio_w_vm_ref = get_reference('storage', 'fio_vm', 'write', 'IOPS')
+    fio_w_vm_index = get_index(fio_dict, 'fio_vm', fio_w_vm_ref, '4  FIO result', 'Job_0', 'write', 'IO/sec')
+
+    fio_vm_index = (fio_r_vm_index + fio_w_vm_index) / 2
+
+    fio_index = (fio_bm_index + fio_vm_index) / 2
     print fio_index
-        
-    fio_dict_i={};
-    fio_dict_i['1. Index']=fio_index
-    fio_dict_i['2. Results']=fio_dict
+
+    fio_dict_i = {}
+    fio_dict_i['1. Index'] = fio_index
+    fio_dict_i['2. Results'] = fio_dict
     return fio_dict_i
-    
diff --git a/data/ref_results/storage_suite.py b/data/ref_results/storage_suite.py
index 5c1a89a2..52d6c8c6 100644
--- a/data/ref_results/storage_suite.py
+++ b/data/ref_results/storage_suite.py
@@ -2,30 +2,26 @@ import json
 import storage_benchmarks_indices as benchmark_indices
 
 
-storage_dict={};
+storage_dict = {}
 try:
-    storage_dict['FIO']=benchmark_indices.fio_index()
+    storage_dict['FIO'] = benchmark_indices.fio_index()
 except OSError:
     pass
-    
 
-storage_bench_list=['FIO']
-l=len(storage_bench_list)
-temp=0
+storage_bench_list = ['FIO']
+l = len(storage_bench_list)
+temp = 0
 for benchmark in storage_bench_list:
     try:
-        temp=temp+float(storage_dict[benchmark]['1. Index'])
+        temp = temp + float(storage_dict[benchmark]['1. Index'])
     except KeyError:
-        l-=1
-        
-   
+        l -= 1
 if l == 0:
     print "No Storage results found"
 else:
-    storage_suite_index=temp/l
-    storage_dict_f={};
-    storage_dict_f['index']=storage_suite_index
-    storage_dict_f['storage suite']=storage_dict
+    storage_suite_index = temp / l
+    storage_dict_f = {}
+    storage_dict_f['index'] = storage_suite_index
+    storage_dict_f['storage suite'] = storage_dict
     with open('../../results/storage_result.json', 'w+') as result_json:
         json.dump(storage_dict_f, result_json, indent=4, sort_keys=True)
-
diff --git a/func/fetchimg.py b/func/fetchimg.py
index 88178bed..1ed3def6 100644
--- a/func/fetchimg.py
+++ b/func/fetchimg.py
@@ -9,7 +9,8 @@
 import os

 import time

 

-IMGSTORE="/home/opnfv/imgstore"

+IMGSTORE = "/home/opnfv/imgstore"

+

 

 class FetchImg:

 

@@ -21,14 +22,13 @@ class FetchImg:
         time.sleep(2)

         os.system('mkdir -p Temp_Img')

         filepath = './Temp_Img/QTIP_CentOS.qcow2'

-        imgstorepath = IMGSTORE+"/QTIP_CentOS.qcow2"

+        imgstorepath = IMGSTORE + "/QTIP_CentOS.qcow2"

         if os.path.isfile(imgstorepath):

             os.system("ln -s %s %s" % (imgstorepath, filepath))

             print "QTIP_CentOS.qcow2 exists locally. Skipping the download and using the file from IMG store"

         else:

             print 'Fetching QTIP_CentOS.qcow2'

-            os.system(

-            'wget http://artifacts.opnfv.org/qtip/QTIP_CentOS.qcow2 -P Temp_Img')

+            os.system('wget http://artifacts.opnfv.org/qtip/QTIP_CentOS.qcow2 -P Temp_Img')

 

             while not os.path.isfile(filepath):

                 time.sleep(10)

diff --git a/setup.py b/setup.py
index cb19e879..52874dd3 100644
--- a/setup.py
+++ b/setup.py
@@ -2,10 +2,9 @@
 
 from distutils.core import setup
 
+
 setup(name='qtip',
       py_modules=['qtip'],
       version='1.0',
       author='opnfv',
-      packages=['func','data.ref_results','data.report'],
-    )
-
+      packages=['func', 'data.ref_results', 'data.report'])