Browse Source

Changes to inplace operations for large dataframes.

master
langspielplatte 2 years ago
parent
commit
2754882147
1 changed files with 4 additions and 4 deletions
  1. +4
    -4
      plot_transmission_timeline.py

+ 4
- 4
plot_transmission_timeline.py View File

# Get the frequency, PDF and CDF for each value in the series # Get the frequency, PDF and CDF for each value in the series


# Frequency # Frequency
transmission_df.groupby("goodput")["goodput"].agg("count").pipe(pd.DataFrame)
transmission_df.rename(columns={"goodput": 'frequency'}, inplace=True)
transmission_df["gp_frequency"] = transmission_df["goodput"]
transmission_df.groupby("gp_frequency")["gp_frequency"].agg("count").pipe(pd.DataFrame)


# PDF # PDF
transmission_df['pdf'] = transmission_df['frequency'] / sum(transmission_df['frequency'])
transmission_df["pdf"] = transmission_df["gp_frequency"] / sum(transmission_df["gp_frequency"])


# CDF # CDF
transmission_df['cdf'] = transmission_df['pdf'].cumsum()
transmission_df["cdf"] = transmission_df["pdf"].cumsum()
transmission_df.reset_index(inplace=True) transmission_df.reset_index(inplace=True)


transmission_df.plot(x="goodput", y=["cdf"], grid=True) transmission_df.plot(x="goodput", y=["cdf"], grid=True)

Loading…
Cancel
Save