# read all json files under benchmarks/ folder

import os

import json

import sys

import re

import csv

import pandas as pd

import numpy as np

import matplotlib.pyplot as plt

# read all json files under benchmarks/ folder

path = 'benchmarks/'

files = []

# r=root, d=directories, f = files

for r, d, f in os.walk(path):

for file in f:

if '.json' in file:

files.append(os.path.join(r, file))

array = []

array2 = []

array3 = []

count = 0

count2 = 0

for f in files:

benchmark = json.load(open(f))

array.append( [benchmark['benchmarkName'], len(benchmark['traningSet']), len(benchmark['testingSet']), len(benchmark['traningSet']) + len(benchmark['testingSet'] )] )

if benchmark['interface'] != benchmark['implementation']:

array2.append(benchmark['benchmarkName'])

count += 1

else:

array3.append(benchmark['benchmarkName'])

count2 += 1

# sort array by number of testingSet

array.sort(key=lambda x: x[1])

print("index (benchmark, trainingSet, testingSet size)")

for ii, a in enumerate(array):

print(ii, a)

print("implementation == interface: ", count2)

print(array3)

for key in array3:

for benchmarkname, trainingSet, testingSet, total in array:

if benchmarkname == key:

print(benchmarkname, trainingSet, testingSet, total)

print("implementation != interface: ", count)

print(array2)