import pandas as pd
from matplotlib.ticker import MaxNLocator

data = pd.read_csv('./s407259-matrics-data/historical_wer_mean.txt', header=None)

plot = data.tail(50).plot()

plot.xaxis.set_major_locator(MaxNLocator(integer=True))

plot.get_legend().remove()

plot.set_xlabel('sample')

plot.set_ylabel('wer')

plot.get_figure().savefig('./historical_wer_mean_plot')


data = pd.read_csv('./s407259-matrics-data/historical_srr.txt', header=None)

plot = data.tail(50).plot()

plot.xaxis.set_major_locator(MaxNLocator(integer=True))

plot.get_legend().remove()

plot.set_xlabel('sample')

plot.set_ylabel('srr')

plot.get_figure().savefig('./historical_srr_plot')