mirror of https://github.com/vacp2p/10ksim.git
36 lines
1.0 KiB
Python
36 lines
1.0 KiB
Python
import re
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import seaborn as sns
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import matplotlib.pyplot as plt
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import pandas as pd
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sns.set_theme()
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pattern = r'[0-9]*\.[0-9]+\sms'
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files = ["publishers/publisher-container-50.log", "publishers/publisher-container-100.log",
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"publishers/publisher-container-150.log", "publishers/publisher-container-300.log",
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"publishers/publisher-container-600.log", "publishers/publisher-container-1000.log"]
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final_df = pd.DataFrame()
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for f in files:
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column_name = f.split("-")[2].split(".")[0]
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with open(f, 'r') as file:
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values = []
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for line in file:
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match = re.search(pattern, line)
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if match:
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value = float(match.group()[0:-3])
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values.append(value)
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final_df = pd.concat([final_df, pd.Series(values).rename(column_name)], axis=1)
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box_plot = sns.boxplot(data=final_df).set_title('Waku REST response times')
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plt.ylabel('Response time (ms)')
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plt.xlabel('Nº nodes')
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plt.show()
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box_plot.figure.savefig("waku-times-unfiltered.png")
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