import matplotlib.pyplot as plt
import matplotlib.ticker as tkr
import seaborn as sns
import matplotlib.ticker as tkr
from p_auc import partial_auc
x = [0,0.11,0.23,0.5,0.90,1.00,1.500,3]
y = [0,0.02,0.09,1,2,3,4,12]

tick_spacing = 1

fig1, ax1 = plt.subplots(1,1)
ax1.plot(x,y)
pauc = partial_auc(x,y)
print(pauc)

# ax.set_xticks([0,100,1500])
# ax.xaxis.set_major_locator(ticker.MultipleLocator(tick_spacing))
# ax1.set(xscale="log")
# ax1.xaxis.set_minor_locator(tkr.LogLocator(base=10, subs='all'))
# ax1.xaxis.set_minor_formatter(tkr.NullFormatter())
# ax1.xaxis.set_major_formatter(tkr.ScalarFormatter())
# ax1.grid(True, which="both", ls="--", c='#d3d3d3')
# ax1.set_xlim(left=0, right=150)
# ax1.xaxis.set_major_locator(tkr.FixedLocator([0,1,3]))