Files
wlan-lanforge-scripts/py-scripts/tools/mine_regression_results.py

61 lines
2.3 KiB
Python
Executable File

#!/usr/bin/env python3
import pandas as pd
import argparse
class MineRegression:
def __init__(self,
system_information=None,
save_csv=False):
self.df = None
self.system_info = system_information
self.save_csv = save_csv
def generate_csv(self):
ips = ['192.168.92.18', '192.168.92.12', '192.168.93.51', '192.168.92.15']
results = [pd.read_html('http://%s/html-reports/latest.html' % url, attrs={'id': 'myTable2'})[0] for url in ips]
systems = [pd.read_html('http://%s/html-reports/latest.html' % url, attrs={'id': 'SystemInformation'})[0] for
url in ips]
for df in range(0, len(ips)):
results[df]['IP'] = ips[df]
systems[df]['IP'] = ips[df]
dfs = [pd.merge(results[n], systems[n], on='IP') for n in range(len(ips))]
self.df = pd.concat(dfs)
self.df = self.df[self.df['STDOUT'] == 'STDOUT']
print(self.df['IP'].value_counts())
def generate_report(self):
system_variations = self.df[
['IP', 'Python version', 'LANforge version', 'OS Version', 'Hostname']].drop_duplicates(
['Python version', 'LANforge version', 'OS Version']).reset_index(drop=True)
errors = list()
for index in system_variations.index:
variation = system_variations.iloc[index]
result = self.df.loc[self.df[['Python version', 'LANforge version', 'OS Version']].isin(dict(
variation).values()).all(axis=1), :].dropna(subset=['STDERR']).shape[0]
errors.append(result)
system_variations['errors'] = errors
if self.save_csv:
system_variations.to_csv('regression_suite_results.csv')
else:
print(system_variations.sort_values('errors'))
def main():
parser = argparse.ArgumentParser(description='Compare regression results from different systems')
parser.add_argument('--system_info', help='location of system information csv', default=None)
parser.add_argument('--save_csv', help='save CSV of results', default=False)
args = parser.parse_args()
Miner = MineRegression(system_information=args.system_info,
save_csv=args.save_csv)
Miner.generate_csv()
Miner.generate_report()
if __name__ == '__main__':
main()