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@@ -192,21 +192,23 @@ if __name__ == "__main__":
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print("Calculate and polt CDF...")
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# Get the frequency, PDF and CDF for each value in the series
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# copy column
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transmission_df["gp_frequency"] = transmission_df.loc[:, "goodput"]
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print(transmission_df)
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# Frequency
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transmission_df = transmission_df.groupby("gp_frequency")["gp_frequency"].agg("count").pipe(pd.DataFrame)
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stats_df = transmission_df \
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.groupby("goodput") \
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["goodput"] \
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.agg("count") \
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.pipe(pd.DataFrame) \
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.rename(columns={"goodput": "frequency"})
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# PDF
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transmission_df["pdf"] = transmission_df["gp_frequency"] / sum(transmission_df["gp_frequency"])
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stats_df["pdf"] = stats_df["frequency"] / sum(stats_df["frequency"])
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# CDF
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transmission_df["cdf"] = transmission_df["pdf"].cumsum()
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print(transmission_df)
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transmission_df = transmission_df.reset_index()
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stats_df["cdf"] = stats_df["pdf"].cumsum()
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stats_df = stats_df.reset_index()
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transmission_df.plot(x="goodput", y=["cdf"], grid=True)
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stats_df.plot(x="goodput", y=["cdf"], grid=True)
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if args.save:
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plt.savefig("{}cdf_plot.pdf".format(args.save))
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