langspielplatte 2 лет назад
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1b0c0b9c63
1 измененных файлов: 10 добавлений и 6 удалений
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    -6
      cdf_compare.py

+ 10
- 6
cdf_compare.py Просмотреть файл

return iter(lambda: tuple(islice(it, size)), ()) return iter(lambda: tuple(islice(it, size)), ())




def plot_cdf(dataframe, column_name):
def plot_cdf(dataframe, column_name, axis=None):
stats_df = dataframe \ stats_df = dataframe \
.groupby(column_name) \ .groupby(column_name) \
[column_name] \ [column_name] \
stats_df["CDF"] = stats_df["PDF"].cumsum() stats_df["CDF"] = stats_df["PDF"].cumsum()
stats_df = stats_df.reset_index() stats_df = stats_df.reset_index()


stats_df.plot(x=column_name, y=["CDF"], grid=True)
if axis:
stats_df.plot(x=column_name, y=["CDF"], grid=True, ax=axis)
else:
stats_df.plot(x=column_name, y=["CDF"], grid=True)
return axis




if __name__ == "__main__": if __name__ == "__main__":
)) ))


# Plot sRTT CDF # Plot sRTT CDF
plot_cdf(transmission_df_list[0]["df"], "srtt")
plot_cdf(transmission_df_list[1]["df"], "srtt")
ax = plot_cdf(transmission_df_list[0]["df"], "srtt")
plot_cdf(transmission_df_list[1]["df"], "srtt", axis=ax)
plt.xscale("log") plt.xscale("log")
plt.xlabel("sRTT [s]") plt.xlabel("sRTT [s]")
plt.ylabel("CDF") plt.ylabel("CDF")
plt.clf() plt.clf()


# Plot goodput CDF # Plot goodput CDF
plot_cdf(transmission_df_list[0]["df"], "goodput")
plot_cdf(transmission_df_list[1]["df"], "goodput")
ax = plot_cdf(transmission_df_list[0]["df"], "goodput")
plot_cdf(transmission_df_list[1]["df"], "goodput", axis=ax)
plt.xlabel("goodput [mbps]") plt.xlabel("goodput [mbps]")
plt.ylabel("CDF") plt.ylabel("CDF")
plt.legend([transmission_df_list[0]["cc_algo"], transmission_df_list[1]["cc_algo"]]) plt.legend([transmission_df_list[0]["cc_algo"], transmission_df_list[1]["cc_algo"]])

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