kubeless/benchmark/process.py

57 lines
1.5 KiB
Python

#!/usr/bin/env python3
import csv
import os
from pprint import pprint
import numpy as np
import matplotlib.pyplot as plt
#Returns array of csv files in current directory
def getFiles():
files = [f for f in os.listdir('.') if os.path.isfile(f)]
return[ f for f in files if f.endswith('.csv') ]
def processFile(fname):
with open(fname,'r') as f:
lines=[]
data=csv.reader(f)
fields=next(data)
for row in data:
items=zip(fields,row)
item={}
for(name,value) in items:
item[name]=value.strip()
lines.append(item)
return lines
def processor(lines):
responseCodes={}
responsePerSec={}
responseTimes=[line['response-time'] for line in lines]
maxResponse=max(responseTimes)
minResponse=min(responseTimes)
for line in lines:
sec=int(line['offset'].split('.')[0])
if sec not in responsePerSec:
responsePerSec[sec]=1
else:
responsePerSec[sec]=responsePerSec[sec]+1
code=line['status-code']
if code not in responseCodes:
responseCodes[code]=1
else:
responseCodes[code]=responseCodes[code]+1
print("Maximum response time was ",maxResponse)
print("Minimum response time was ",minResponse)
pprint(responseCodes)
pprint(responsePerSec)
def processAllFiles():
files=getFiles()
for f in files:
print("Processing ", f)
lines=processFile(f)
processor(lines)
if __name__ == "__main__":
processAllFiles()