def test_get_wrf_fitness():
"""Checks to see if the WRF fitness can be calculated for the default simulaiton.
For this, you must be on Magma, Cheyenne, or AWS."""
if [on_aws, on_cheyenne, on_magma].count(True) is 0:
print(
'\n!!!Not running test_wrf_era5_diff -- switch to Magma, Cheyenne, or AWS!!!'
)
return
fitness, ghi_mean_error, wpd_mean_error, runtime = get_wrf_fitness(
param_ids, start_date, end_date, verbose=True)
assert fitness >= 0
assert ghi_mean_error >= 0
assert wpd_mean_error >= 0
assert type(runtime) is str
(provided that it's within the ERA5 date range).
"""
import optwrf.optimize_wrf_physics as owp
# Specify desired physics options set below
param_ids = [19, 4, 4, 7, 8, 99]
# Specify the desired start date below
start_date = 'Jul 8 2011'
end_date = 'Jul 9 2011'
# Run get wrf fitness function
fitness, ghi_mean_error, wpd_mean_error, runtime = owp.get_wrf_fitness(
param_ids,
start_date,
end_date,
method='wind_only',
bc_data='ERA',
n_domains=1,
wfp=True,
disable_timeout=True,
verbose=True)
print(
f'=========================================================================='
)
print(f'Physics Options Set: {param_ids}\tStart Date: {start_date}')
print(
f'Fitness: {fitness}\tGHI Error: {ghi_mean_error}\tWPD Error: {wpd_mean_error}\tSim Runtime: {runtime}'
)
"""
Get WRF Fitness
===============
This example lets you manually determine the fitness for any physics option set on any date
(provided that it's within the ERA5 date range).
"""
import optwrf.optimize_wrf_physics as owp
# Specify desired physics options set below
param_ids = [4, 4, 2, 2, 2, 1, 2]
# Specify the desired start date below
start_date = 'Dec 23 2011'
end_date = 'Dec 24 2011'
# Run the
fitness, ghi_mean_error, wpd_mean_error, runtime = owp.get_wrf_fitness(
param_ids, start_date, end_date, verbose=True)
print(
f'=========================================================================='
)
print(f'Physics Options Set: {param_ids}\tStart Date: {start_date}')
print(
f'Fitness: {fitness}\tGHI Error: {ghi_mean_error}\tWPD Error: {wpd_mean_error}\tSim Runtime: {runtime}'
)