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excel_summary_generator.py
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import os
import math
import json
import xlwt
import argparse
def do(path):
dataPath = os.path.join(path, "result.json")
if os.path.exists(dataPath):
with open(dataPath) as dataFile:
resultObj = json.loads("[" + dataFile.read() + "]")
for jsonObj in resultObj:
GenExcel(jsonObj)
else:
print "file %s not exists!" % (dataPath)
def GenExcel(jsonObj):
f = xlwt.Workbook()
sheet1 = f.add_sheet(u'sheet1',cell_overwrite_ok=True)
tarList = [["runcase", jsonObj["session_name"]], ["", "Workloads", "OSD", "Client"]]
############### Throughput/Throughput_avg ####################
tarList.append(["Throughput", ""])
fio_iopsList = []
fio_bwList = []
fio_latencyList = []
for obj in jsonObj["workload"]["fio"]["summary"]:
fio_iopsList.extend([jsonObj["workload"]["fio"]["summary"][obj]["read_iops"] + jsonObj["workload"]["fio"]["summary"][obj]["write_iops"]])
fio_bwList.extend([jsonObj["workload"]["fio"]["summary"][obj]["read_bw"] + jsonObj["workload"]["fio"]["summary"][obj]["write_bw"]])
fio_latencyList.extend([jsonObj["workload"]["fio"]["summary"][obj]["read_lat"] + jsonObj["workload"]["fio"]["summary"][obj]["write_lat"]])
fio_iops = sum(fio_iopsList)
fio_bw = sum(fio_bwList)
fio_latency = sum(fio_latencyList)
fio_iops_avg = sum(fio_iopsList)/len(fio_iopsList)
fio_bw_avg = sum(fio_bwList)/len(fio_bwList)
fio_latency_avg = sum(fio_latencyList)/len(fio_latencyList)
tarList.append(["FIO_IOPS", "", "", fio_iops])
tarList.append(["FIO_BW", "", "", fio_bw])
tarList.append(["FIO_Latency", "", "", fio_latency_avg])
tarList.append(["Throughput_avg", ""])
tarList.append(["FIO_IOPS", "", "", fio_iops_avg])
tarList.append(["FIO_BW", "", "", fio_bw_avg])
tarList.append(["FIO_Latency", "", "", fio_latency_avg])
######################################
############### CPU ####################
tarList.append(["CPU", ""])
ceph_userList = []
ceph_iowaitList = []
ceph_softList = []
ceph_idleList = []
for obj in jsonObj["ceph"]["cpu"]["summary"]:
ceph_userList.extend(jsonObj["ceph"]["cpu"]["summary"][obj]["%usr"])
ceph_iowaitList.extend(jsonObj["ceph"]["cpu"]["summary"][obj]["%iowait"])
ceph_softList.extend(jsonObj["ceph"]["cpu"]["summary"][obj]["%soft"])
ceph_idleList.extend(jsonObj["ceph"]["cpu"]["summary"][obj]["%idle"])
ceph_user_avg = sum(ceph_userList)/len(ceph_userList)
ceph_iowait_avg = sum(ceph_iowaitList)/len(ceph_iowaitList)
ceph_soft_avg = sum(ceph_softList)/len(ceph_softList)
ceph_idle_avg = sum(ceph_idleList)/len(ceph_idleList)
client_userList = []
client_iowaitList = []
client_softList = []
client_idleList = []
for obj in jsonObj["client"]["cpu"]["summary"]:
client_userList.extend(jsonObj["client"]["cpu"]["summary"][obj]["%usr"])
client_iowaitList.extend(jsonObj["client"]["cpu"]["summary"][obj]["%iowait"])
client_softList.extend(jsonObj["client"]["cpu"]["summary"][obj]["%soft"])
client_idleList.extend(jsonObj["client"]["cpu"]["summary"][obj]["%idle"])
client_user_avg = sum(client_userList)/len(client_userList)
client_iowait_avg = sum(client_iowaitList)/len(client_iowaitList)
client_soft_avg = sum(client_softList)/len(client_softList)
client_idle_avg = sum(client_idleList)/len(client_idleList)
tarList.append(["sar all user%", "", ceph_user_avg, client_user_avg])
tarList.append(["sar all iowait%", "", ceph_iowait_avg, client_iowait_avg])
tarList.append(["sar all soft%", "", ceph_soft_avg, client_soft_avg])
tarList.append(["sar all idle%", "", ceph_idle_avg, client_idle_avg])
######################################
############### MEM ####################
tarList.append(["Memory", ""])
ceph_kbmemfreeList = []
ceph_kbmemusedList = []
ceph_memusedList = []
for obj in jsonObj["ceph"]["memory"]["summary"]:
ceph_kbmemfreeList.extend(jsonObj["ceph"]["memory"]["summary"][obj]["kbmenfree"])
ceph_kbmemusedList.extend(jsonObj["ceph"]["memory"]["summary"][obj]["kbmemused"])
ceph_memusedList.extend(jsonObj["ceph"]["memory"]["summary"][obj]["%memused"])
ceph_kbmemfree_avg = sum(ceph_kbmemfreeList)/len(ceph_kbmemfreeList)
ceph_kbmemused_avg = sum(ceph_kbmemusedList)/len(ceph_kbmemusedList)
ceph_memused_avg = sum(ceph_memusedList)/len(ceph_memusedList)
client_kbmemfreeList = []
client_kbmemusedList = []
client_memusedList = []
for obj in jsonObj["client"]["memory"]["summary"]:
client_kbmemfreeList.extend(jsonObj["client"]["memory"]["summary"][obj]["kbmenfree"])
client_kbmemusedList.extend(jsonObj["client"]["memory"]["summary"][obj]["kbmemused"])
client_memusedList.extend(jsonObj["client"]["memory"]["summary"][obj]["%memused"])
client_kbmemfree_avg = sum(client_kbmemfreeList)/len(client_kbmemfreeList)
client_kbmemused_avg = sum(client_kbmemusedList)/len(client_kbmemusedList)
client_memused_avg = sum(client_memusedList)/len(client_memusedList)
tarList.append(["kbmemfree", "", ceph_kbmemfree_avg, client_kbmemfree_avg])
tarList.append(["kbmemused", "", ceph_kbmemused_avg, client_kbmemused_avg])
tarList.append(["%memused", "", ceph_memused_avg, client_memused_avg])
########################################
############### NIC ####################
tarList.append(["NIC", ""])
ceph_rxpckList = []
ceph_txpckList = []
ceph_rxkBList = []
ceph_txkBList = []
for obj in jsonObj["ceph"]["nic"]["summary"]:
ceph_rxpckList.extend(jsonObj["ceph"]["nic"]["summary"][obj]["rxpck/s"])
ceph_txpckList.extend(jsonObj["ceph"]["nic"]["summary"][obj]["txpck/s"])
ceph_rxkBList.extend(jsonObj["ceph"]["nic"]["summary"][obj]["rxkB/s"])
ceph_txkBList.extend(jsonObj["ceph"]["nic"]["summary"][obj]["txkB/s"])
ceph_rxpck_avg = sum(ceph_rxpckList)/len(ceph_rxpckList)
ceph_txpck_avg = sum(ceph_txpckList)/len(ceph_txpckList)
ceph_rxkB_avg = sum(ceph_rxkBList)/len(ceph_rxkBList)
ceph_txkB_avg = sum(ceph_txkBList)/len(ceph_txkBList)
client_rxpckList = []
client_txpckList = []
client_rxkBList = []
client_txkBList = []
for obj in jsonObj["client"]["nic"]["summary"]:
client_rxpckList.extend(jsonObj["client"]["nic"]["summary"][obj]["rxpck/s"])
client_txpckList.extend(jsonObj["client"]["nic"]["summary"][obj]["txpck/s"])
client_rxkBList.extend(jsonObj["client"]["nic"]["summary"][obj]["rxkB/s"])
client_txkBList.extend(jsonObj["client"]["nic"]["summary"][obj]["txkB/s"])
client_rxpck_avg = sum(client_rxpckList)/len(client_rxpckList)
client_txpck_avg = sum(client_txpckList)/len(client_txpckList)
client_rxkB_avg = sum(client_rxkBList)/len(client_rxkBList)
client_txkB_avg = sum(client_txkBList)/len(client_txkBList)
tarList.append(["rxpck/s", "", ceph_rxpck_avg, client_rxpck_avg])
tarList.append(["txpck/s", "", ceph_txpck_avg, client_txpck_avg])
tarList.append(["rxkB/s", "", ceph_rxkB_avg, client_rxkB_avg])
tarList.append(["txkB/s", "", ceph_txkB_avg, client_txkB_avg])
######################################
############### WAL & DB ####################
tarList.append(["AVG_IOPS_WAL & DB", ""])
wal_rList = []
wal_wList = []
wal_rMBList = []
wal_wMBList = []
wal_avgrq_szList = []
wal_avgqu_szList = []
wal_awaitList = []
wal_svctmList = []
wal_utilList = []
for obj in jsonObj["ceph"]["wal"]["summary"]:
wal_rList.extend(jsonObj["ceph"]["wal"]["summary"][obj]["r/s"])
wal_wList.extend(jsonObj["ceph"]["wal"]["summary"][obj]["w/s"])
wal_rMBList.extend(jsonObj["ceph"]["wal"]["summary"][obj]["rMB/s"])
wal_wMBList.extend(jsonObj["ceph"]["wal"]["summary"][obj]["wMB/s"])
wal_avgrq_szList.extend(jsonObj["ceph"]["wal"]["summary"][obj]["avgrq-sz"])
wal_avgqu_szList.extend(jsonObj["ceph"]["wal"]["summary"][obj]["avgqu-sz"])
wal_awaitList.extend(jsonObj["ceph"]["wal"]["summary"][obj]["await"])
wal_svctmList.extend(jsonObj["ceph"]["wal"]["summary"][obj]["svctm"])
wal_utilList.extend(jsonObj["ceph"]["wal"]["summary"][obj]["%util"])
db_rList = []
db_wList = []
db_rMBList = []
db_wMBList = []
db_avgrq_szList = []
db_avgqu_szList = []
db_awaitList = []
db_svctmList = []
db_utilList = []
for obj in jsonObj["ceph"]["db"]["summary"]:
db_rList.extend(jsonObj["ceph"]["db"]["summary"][obj]["r/s"])
db_wList.extend(jsonObj["ceph"]["db"]["summary"][obj]["w/s"])
db_rMBList.extend(jsonObj["ceph"]["db"]["summary"][obj]["rMB/s"])
db_wMBList.extend(jsonObj["ceph"]["db"]["summary"][obj]["wMB/s"])
db_avgrq_szList.extend(jsonObj["ceph"]["db"]["summary"][obj]["avgrq-sz"])
db_avgqu_szList.extend(jsonObj["ceph"]["db"]["summary"][obj]["avgqu-sz"])
db_awaitList.extend(jsonObj["ceph"]["db"]["summary"][obj]["await"])
db_svctmList.extend(jsonObj["ceph"]["db"]["summary"][obj]["svctm"])
db_utilList.extend(jsonObj["ceph"]["db"]["summary"][obj]["%util"])
r_avg = sum(wal_rList + db_rList)/len(wal_rList + db_rList)
w_avg = sum(wal_wList + db_wList)/len(wal_wList + db_wList)
rMB_avg = sum(wal_rMBList + db_rMBList)/len(wal_rMBList + db_rMBList)
wMB_avg = sum(wal_wMBList + db_wMBList)/len(wal_wMBList + db_wMBList)
avgrq_sz_avg = sum(wal_avgrq_szList + db_avgrq_szList)/len(wal_avgrq_szList + db_avgrq_szList)
avgqu_sz_avg = sum(wal_avgqu_szList + db_avgqu_szList)/len(wal_avgqu_szList + db_avgqu_szList)
await_avg = sum(wal_awaitList + db_awaitList)/len(wal_awaitList + db_awaitList)
svctm_avg = sum(wal_svctmList + db_svctmList)/len(wal_svctmList + db_svctmList)
util_avg = sum(wal_utilList + db_utilList)/len(wal_utilList + db_utilList)
tarList.append(["r/s", "", r_avg, ""])
tarList.append(["w/s", "", w_avg, ""])
tarList.append(["rMB/s", "", rMB_avg, ""])
tarList.append(["wMB/s", "", wMB_avg, ""])
tarList.append(["avgrq_sz", "", avgrq_sz_avg, ""])
tarList.append(["avgqu_sz", "", avgqu_sz_avg, ""])
tarList.append(["await", "", await_avg, ""])
tarList.append(["svtcm", "", svctm_avg, ""])
tarList.append(["%util", "", util_avg, ""])
######################################
############### OSD ####################
tarList.append(["AVG_IOPS_OSD", ""])
osd_rList = []
osd_wList = []
osd_rMBList = []
osd_wMBList = []
osd_avgrq_szList = []
osd_avgqu_szList = []
osd_awaitList = []
osd_svctmList = []
osd_utilList = []
for obj in jsonObj["ceph"]["osd"]["summary"]:
osd_rList.extend(jsonObj["ceph"]["osd"]["summary"][obj]["r/s"])
osd_wList.extend(jsonObj["ceph"]["osd"]["summary"][obj]["w/s"])
osd_rMBList.extend(jsonObj["ceph"]["osd"]["summary"][obj]["rMB/s"])
osd_wMBList.extend(jsonObj["ceph"]["osd"]["summary"][obj]["wMB/s"])
osd_avgrq_szList.extend(jsonObj["ceph"]["osd"]["summary"][obj]["avgrq-sz"])
osd_avgqu_szList.extend(jsonObj["ceph"]["osd"]["summary"][obj]["avgqu-sz"])
osd_awaitList.extend(jsonObj["ceph"]["osd"]["summary"][obj]["await"])
osd_svctmList.extend(jsonObj["ceph"]["osd"]["summary"][obj]["svctm"])
osd_utilList.extend(jsonObj["ceph"]["osd"]["summary"][obj]["%util"])
osd_r_avg = sum(osd_rList)/len(osd_rList)
osd_w_avg = sum(osd_wList)/len(osd_wList)
osd_rMB_avg = sum(osd_rMBList)/len(osd_rMBList)
osd_wMB_avg = sum(osd_wMBList)/len(osd_wMBList)
osd_avgrq_sz_avg = sum(osd_avgrq_szList)/len(osd_avgrq_szList)
osd_avgqu_sz_avg = sum(osd_avgqu_szList)/len(osd_avgqu_szList)
osd_await_avg = sum(osd_awaitList)/len(osd_awaitList)
osd_svctm_avg = sum(osd_svctmList)/len(osd_svctmList)
osd_util_avg = sum(osd_utilList)/len(osd_utilList)
tarList.append(["r/s", "", osd_r_avg, ""])
tarList.append(["w/s", "", osd_w_avg, ""])
tarList.append(["rMB/s", "", osd_rMB_avg, ""])
tarList.append(["wMB/s", "", osd_wMB_avg, ""])
tarList.append(["avgrq_sz", "", osd_avgrq_sz_avg, ""])
tarList.append(["avgqu_sz", "", osd_avgqu_sz_avg, ""])
tarList.append(["await", "", osd_await_avg, ""])
tarList.append(["svtcm", "", osd_svctm_avg, ""])
tarList.append(["%util", "", osd_util_avg, ""])
######################################
for ri in range(len(tarList)):
for ci in range(len(tarList[ri])):
isSetBG = True if len(tarList[ri]) < 4 else False
if ci == (len(tarList[ri]) - 1) and len(tarList[ri]) < 4:
sheet1.write_merge(ri,ri,ci,3,tarList[ri][ci],set_style('Times New Roman',220,True,isSetBG))
else:
sheet1.write(ri,ci,tarList[ri][ci],set_style('Times New Roman',220,True,isSetBG))
col1=sheet1.col(0)
col2=sheet1.col(1)
col3=sheet1.col(2)
col4=sheet1.col(3)
col1.width = 256*22
col2.width = 256*20
col3.width = 256*20
col4.width = 256*20
f.save('demo1.xlsx')
def set_style(name,height,bold=False,isSetBG=False):
titleStyle = xlwt.easyxf('pattern: pattern solid, fore_colour pale_blue; font: bold on; borders: left 1, right 1, top 1, bottom 1;')
contentStyle = xlwt.easyxf('pattern: pattern solid; borders: left 1, right 1, top 1, bottom 1;')
if isSetBG:
return titleStyle
else:
return contentStyle
if __name__ == "__main__":
parser = argparse.ArgumentParser()
parser.add_argument("--path", help="data path")
args = parser.parse_args()
do(args.path)