mirror of
https://github.com/Telecominfraproject/wlan-lanforge-scripts.git
synced 2025-11-04 04:38:02 +00:00
72 lines
3.1 KiB
Python
Executable File
72 lines
3.1 KiB
Python
Executable File
#!/usr/bin/env python3
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import pandas as pd
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import argparse
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class MineRegression:
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def __init__(self,
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system_information=None,
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save_csv=False,
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ips=None):
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self.df = None
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self.ips = ips
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self.system_info = system_information
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self.save_csv = save_csv
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def generate_csv(self):
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results = [pd.read_html('http://%s/html-reports/latest.html' % url, attrs={'id': 'myTable2'})[0] for url in self.ips]
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systems = [pd.read_html('http://%s/html-reports/latest.html' % url, attrs={'id': 'SystemInformation'})[0] for
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url in self.ips]
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for df in range(0, len(self.ips)):
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results[df]['IP'] = self.ips[df]
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systems[df]['IP'] = self.ips[df]
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dfs = [pd.merge(results[n], systems[n], on='IP') for n in range(len(self.ips))]
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self.df = pd.concat(dfs)
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self.df = self.df[self.df['STDOUT'] == 'STDOUT']
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def generate_report(self):
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system_variations = self.df[
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['IP', 'Python version', 'LANforge version', 'OS Version', 'Hostname', 'Python Environment']].drop_duplicates(
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['IP', 'Python version', 'LANforge version', 'OS Version', 'Hostname', 'Python Environment']).reset_index(drop=True)
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errors = list()
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lanforge_errors = list()
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for index in system_variations.index:
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variation = system_variations.iloc[index]
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result = self.df.loc[self.df[['Python version', 'LANforge version', 'OS Version', 'Python Environment', 'IP']].isin(dict(
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variation).values()).all(axis=1), :].dropna(subset=['STDERR']).shape[0]
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errors.append(result)
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lanforge_result = self.df.loc[self.df[['Python version', 'LANforge version', 'OS Version', 'Python Environment', 'IP']].isin(dict(
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variation).values()).all(axis=1), :].dropna(subset=['LANforge Error']).shape[0]
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lanforge_errors.append(lanforge_result)
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system_variations['errors'] = errors
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system_variations['LANforge errors'] = lanforge_errors
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system_variations['Python errors'] = system_variations['errors'] - system_variations['LANforge errors']
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if self.save_csv:
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system_variations.to_csv('regression_suite_results.csv')
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else:
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print(system_variations.sort_values('errors'))
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def main():
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parser = argparse.ArgumentParser(description='Compare regression results from different systems')
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parser.add_argument('--system_info', help='location of system information csv', default=None)
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parser.add_argument('--save_csv', help='save CSV of results', default=False)
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parser.add_argument('--ip', help='IP addresses of LANforge devices you want to probe', action='append')
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args = parser.parse_args()
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if args.ip is None:
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args.ip = ['192.168.92.18', '192.168.92.12', '192.168.93.51', '192.168.92.15']
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#args.ip = ['192.168.93.51']
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Miner = MineRegression(system_information=args.system_info,
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save_csv=args.save_csv,
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ips=args.ip)
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Miner.generate_csv()
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Miner.generate_report()
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if __name__ == '__main__':
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main()
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