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20 lines
726 B
Python
20 lines
726 B
Python
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from scipy import stats as st
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import numpy as np
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import sys
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file = sys.argv[1]
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field = sys.argv[2]
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print("Config: file:", file, "field:", field)
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latencies = []
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with open(file, "r") as file:
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for line in file.readlines():
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if field in line:
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print(field, line)
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x = line.strip().split(field)[1].split(" ")[0]
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latencies.append(int(x))
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array = np.array(latencies)
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print("Amount of samples:", array.size)
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print("Percentiles. P25:", np.percentile(array, 25), "P25:", np.percentile(array, 75), "P95:", np.percentile(array, 95))
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print("Statistics. mode_value:", st.mode(array).mode, "mode_count:", st.mode(array).count, "mean:", np.mean(array), "max:", array.max(), "min:", array.min())
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