import json
import numpy as np

data = {}
with open("../results/mnist_fgsm_reformatted.json", "r") as infile:
    data = json.load(infile)

attack = data["attack"]
epsilons = data["epsilons"]
filters = data["filters"]
dataset = data["dataset"]
strength_count = len(filters[list(filters.keys())[0]][0])

column_headers = ["$\\epsilon$"]
column_headers.extend([" & " + filter.replace('_', ' ').title() for filter in filters])

header_row = ""
for header in column_headers:
    header_row += header
header_row += "\\"

print(header_row)

for i, epsilon in enumerate(epsilons):
    row = str(epsilon)
    for filter in filters:
        row += filters[filter][i]filters[filter][