import json
import numpy as np
import matplotlib.pyplot as plt

colorList = json.load(open('color/config.json','r'))["color"]

import csv

with open('stability.csv', 'r') as f:
    reader = csv.reader(f)
    header = next(reader)
    # next(reader)
    data = [row for row in reader]
    
plt.figure(figsize=(6,5))
plt.bar(range(len(data)), [np.log(np.abs(float(row[2]))) for row in data] , color=colorList[0])
plt.plot([-1,len(data)],[0,0],color=colorList[2]) # x axis
plt.margins(0.01)
plt.xticks(range(0,len(data)), [row[3] for row in data], rotation=45)
plt.xlabel('Parameters abbr.',labelpad=-3)
plt.ylabel('Affect on Stability (log scale)')
plt.title('Different Parameters\'s Affect on Stability')
plt.savefig('result/stability-result.png',dpi=1024)
plt.show()