master-thesis/util/time-to-fix.py

17 lines
549 B
Python
Executable File

import pandas as pd
import seaborn as sns
import matplotlib.pyplot as plt
if __name__ == '__main__':
data = pd.read_csv('commit_analysis.csv')
data['type'] = data['is_ml'].apply(lambda x: 'ML' if x else 'No ML')
ylim = data['day_to_fix'].quantile(0.95)
sns.catplot(x='type', y='day_to_fix', kind='box', data=data) \
.set(title='Giorni necessari per un fix') \
.set(xlabel='tipo') \
.set(ylabel='giorni') \
.set(ylim=(0, ylim))
plt.tight_layout()
plt.savefig('../src/figures/day-to-fix.pdf')