sustaingym.envs.evcharging.plot_utils#

This module implements utility functions for plotting.

Module Contents#

Functions#

read_baseline(→ pandas.DataFrame)

Read reward results from csv files.

read_rl(→ pandas.DataFrame)

Read reward results from csv files.

plot_lines(→ None)

Plot line plots for baselines over evaluation period.

plot_violins(→ None)

Plot violin plots for baselines.

reward_curve_separate(→ None)

Plot reward curves separately for 'caltech' site in Summer 2021.

reward_curve_all()

Plot reward curves together for 'caltech' site in Summer 2021.
sustaingym.envs.evcharging.plot_utils.read_baseline(site: sustaingym.envs.evcharging.utils.SiteStr, period: sustaingym.envs.evcharging.utils.DefaultPeriodStr, algorithm: str) → pandas.DataFrame[source]#

Read reward results from csv files.

Parameters:

  • site (sustaingym.envs.evcharging.utils.SiteStr) –

  • period (sustaingym.envs.evcharging.utils.DefaultPeriodStr) –

  • algorithm (str) –

Return type:

pandas.DataFrame

sustaingym.envs.evcharging.plot_utils.read_rl(experiment_identifier: int, rl_algorithm: str, csv_file: str = 'test_results') → pandas.DataFrame[source]#

Read reward results from csv files.

Parameters:

  • experiment_identifier (int) –

  • rl_algorithm (str) –

  • csv_file (str) –

Return type:

pandas.DataFrame

sustaingym.envs.evcharging.plot_utils.plot_lines(site: sustaingym.envs.evcharging.utils.SiteStr, period: sustaingym.envs.evcharging.utils.DefaultPeriodStr) → None[source]#

Plot line plots for baselines over evaluation period.

Parameters:

  • site (sustaingym.envs.evcharging.utils.SiteStr) –

  • period (sustaingym.envs.evcharging.utils.DefaultPeriodStr) –

Return type:

None

sustaingym.envs.evcharging.plot_utils.plot_violins(site: sustaingym.envs.evcharging.utils.SiteStr, period: sustaingym.envs.evcharging.utils.DefaultPeriodStr) → None[source]#

Plot violin plots for baselines.

Parameters:

  • site (sustaingym.envs.evcharging.utils.SiteStr) –

  • period (sustaingym.envs.evcharging.utils.DefaultPeriodStr) –

Return type:

None

sustaingym.envs.evcharging.plot_utils.reward_curve_separate() → None[source]#

Plot reward curves separately for ‘caltech’ site in Summer 2021.

Return type:

None

sustaingym.envs.evcharging.plot_utils.reward_curve_all()[source]#

Plot reward curves together for ‘caltech’ site in Summer 2021.