def test_forecast_seed(self):
"""
Checks that same forecasts is used for same seed
"""
env1 = ActiveEnv(seed=3)
env2 = ActiveEnv(seed=3)
env3 = ActiveEnv(seed=4)
solar1 = env1.get_episode_solar_forecast()
solar2 = env2.get_episode_solar_forecast()
solar3 = env3.get_episode_solar_forecast()
assert norm(solar1 - solar2) < 10e-5
assert norm(solar1 - solar3) > 10e-3
demand1 = env1.get_episode_demand_forecast()
demand2 = env2.get_episode_demand_forecast()
demand3 = env3.get_episode_demand_forecast()
assert norm(demand1 - demand2) < 10e-5
assert norm(demand1 - demand3) > 10e-3
def plot_forecasts():
"""
Plots solar and load forecast.
:return:
"""
hours = 100
env = ActiveEnv()
load = env.get_episode_demand_forecast()[0]
sol = env.get_episode_solar_forecast()
fig, ax = plt.subplots()
plt.plot(2000 * sol[:hours], axes=ax)
plt.plot(load[:hours], axes=ax)
plt.show()