memoryProfiler.py

from RetimingProject_Main import *
from memory_profiler import memory_usage
from memory_profiler import profile
import sys

def memoryProfiler(maxSize, graphType):
    for i in range(maxSize):
        x = (i+1)*10
        
        if (graphType == "generator"):
            g = graphGenerator(x)
        elif (graphType == "correlator") :
            g = graphCorrelator(x)

        else:
            print("Error. You should test the profiler with either graph generator or correlator.")
            print("Example: python3 profiler.py generator/correlator 10")
            break

        # OPT1
        memUsage = memory_usage(OPT1(g,False), interval=.2, timeout=1)
        average = sum(memUsage) / len(memUsage)
        average = round(average, 2)

        opt1x.append(x)
        opt1y.append(average)

        # OPT2
        memUsage = memory_usage(OPT2(g, False), interval=.2, timeout=1)
        average = sum(memUsage) / len(memUsage)
        average = round(average, 2)

        opt2x.append(x)
        opt2y.append(average)

opt1x = []
opt1y = []
opt2x = []
opt2y = []

if(len(sys.argv) <=2):
    print("Error. You must specify the value to iterate. E.g: python3 memoryProfiler.py graph/correlator 10")
else:
    memoryProfiler(int(sys.argv[2]), sys.argv[1])
    showMemoryGraph(opt1x, opt1y, opt2x, opt2y)


#showMemoryGraph(opt1x, opt1y, opt2x, opt2y)