import numpy as np
import matplotlib.pyplot as plt


rdir = "./lc8/"
nps = 50
ps = np.linspace(0.0, 1.0, nps)

clabels = ["Intermediate", "high", "low"]
Cind = "npx"
scale = 128
scales = [64, 128, 256, 512, 1024]
con = 3
con = con - 1
for scale in range(len(scales)):
    ci = np.zeros(nps)
    for ip in range(nps):
        folder = con * nps + ip
        ci[ip] = np.mean(
            np.load(
                rdir
                + str(folder)
                + "/ConnectivityMetrics/"
                + str(scales[scale])
                + ".npy",
                allow_pickle=True,
            ).item()[Cind]
        )

    plt.plot(ps[2:-2], ci[2:-2], label=str(scales[scale]))

plt.legend()
plt.grid()
plt.savefig(rdir + str(con + 1) + "-" + Cind + ".png")