def set_constants_from_dict(constant_descriptions):
"""
Modify/Add constants in the library.
Args:
constant_descriptions (dict):
Dictionary containing the description of the constants.
The key should be the name of the constant, and the value
should be a dictionary containing the following keys:
* value (float):
The value assigned.
* units (string):
The units of the value, e.g, m/s, J/kg.
"""
for name in constant_descriptions.keys():
value = constant_descriptions[name]['value']
units = constant_descriptions[name]['units']
set_constant(name, value, units)
def test_setting_existing_constant():
set_constant('seconds_per_day', 100000, 'seconds/day')
new_constant = default_constants['seconds_per_day']
assert new_constant.values == 100000
assert new_constant.units == 'seconds/day'
def test_setting_new_constant():
set_constant('my_own_constant', 10., 'W m^-1 degK^-1')
assert 'my_own_constant' in default_constants
new_constant = default_constants['my_own_constant']
assert new_constant.values == 10.
assert new_constant.units == 'W m^-1 degK^-1'
def get_grid(nx=None,
ny=None,
nz=28,
n_ice_interface_levels=10,
p_surf_in_Pa=None,
p_toa_in_Pa=None,
proportion_sigma_levels=0.1,
proportion_isobaric_levels=0.25,
x_name='longitude',
y_name='latitude',
latitude_grid='gaussian'):
"""
Args:
nx : int, optional
Number of longitudinal points.
ny : int, optional
Number of latitudinal points.
nz : int, optional
Number of vertical mid levels.
n_ice_interface_levels (int, optional): Number of vertical
interface levels to use for ice. Use None to disable the ice
vertical grid.
p_surf_in_Pa : float, optional
Surface pressure in Pa.
x_name : str, optional
Name of latitudinal dimension
y_name : str, optional
Name of longitudinal dimension
latitude_grid : 'gaussian' or 'regular'
Type of spacing to use for the latitudinal grid.
Returns:
grid_state: dict
A model state containing grid quantities.
"""
if p_surf_in_Pa is None:
p_surf_in_Pa = get_constant('reference_air_pressure', 'Pa')
if p_toa_in_Pa is None:
p_toa_in_Pa = get_constant('top_of_model_pressure', 'Pa')
else:
set_constant('top_of_model_pressure', p_toa_in_Pa, 'Pa')
return_state = get_hybrid_sigma_pressure_levels(
nz + 1, p_surf_in_Pa, p_toa_in_Pa, proportion_isobaric_levels,
proportion_sigma_levels)
return_state['surface_air_pressure'] = DataArray(p_surf_in_Pa,
dims=[],
attrs={'units': 'Pa'})
return_state['time'] = datetime(2000, 1, 1)
return_state.update(HybridSigmaPressureDiagnosticComponent()(return_state))
if nx is not None:
return_state['longitude'] = DataArray(
np.linspace(0., 360., nx * 2, endpoint=False)[:-1:2],
dims=[x_name],
attrs={'units': 'degrees_east'},
)
if ny is not None:
if latitude_grid.lower() == 'regular':
return_state['latitude'] = DataArray(
np.linspace(-90., 90., ny * 2 + 1, endpoint=True)[1:-1:2],
dims=[y_name],
attrs={'units': 'degrees_north'},
)
elif latitude_grid.lower() == 'gaussian':
lat, lat_interface = gaussian_latitudes(ny)
return_state['latitude'] = DataArray(
lat,
dims=[y_name],
attrs={'units': 'degrees_north'},
)
else:
raise ValueError(
'latitude_grid can be either regular or gaussian. ' +
'Other grid types are currently not supported.')
if n_ice_interface_levels is not None:
return_state['height_on_ice_interface_levels'] = DataArray(
np.zeros(n_ice_interface_levels),
dims=['ice_interface_levels'],
attrs={'units': 'm'},
)
return return_state
# -*- coding: utf-8 -*-
import sympl
from ._core import (get_default_state, get_grid, mass_to_volume_mixing_ratio,
get_interface_values, numpy_version_of, bolton_q_sat,
bolton_dqsat_dT, calculate_q_sat, list_available_constants,
set_constants_from_dict)
from ._components import (
Frierson06LongwaveOpticalDepth, GrayLongwaveRadiation, HeldSuarez,
GridScaleCondensation, BergerSolarInsolation, SimplePhysics, RRTMGLongwave,
RRTMGShortwave, EmanuelConvection, SlabSurface, GFSDynamicalCore,
DcmipInitialConditions, IceSheet, Instellation, DryConvectiveAdjustment)
sympl.set_constant('top_of_model_pressure', 20., 'Pa')
__all__ = (get_default_state, get_grid, mass_to_volume_mixing_ratio,
numpy_version_of, get_interface_values, list_available_constants,
set_constants_from_dict, bolton_q_sat, bolton_dqsat_dT,
calculate_q_sat, Frierson06LongwaveOpticalDepth,
GrayLongwaveRadiation, HeldSuarez, GridScaleCondensation,
BergerSolarInsolation, SimplePhysics, RRTMGLongwave, RRTMGShortwave,
EmanuelConvection, SlabSurface, GFSDynamicalCore,
DcmipInitialConditions, IceSheet, Instellation,
DryConvectiveAdjustment)
__version__ = '0.16.2'
from datetime import timedelta
import matplotlib.pyplot as plt
def plot_function(fig, state):
ax = fig.add_subplot(1, 1, 1)
CS = ax.contourf(state['longitude'], state['latitude'],
state['surface_air_pressure'].to_units('mbar'))
plt.colorbar(CS)
ax.set_title('Surface Pressure at: '+str(state['time']))
monitor = PlotFunctionMonitor(plot_function)
set_constant('reference_air_pressure', value=1e5, units='Pa')
dycore = climt.GFSDynamicalCore()
dcmip = climt.DcmipInitialConditions(add_perturbation=True)
grid = climt.get_grid(nx=128, ny=64, nz=20)
my_state = climt.get_default_state([dycore], grid_state=grid)
timestep = timedelta(minutes=10)
out = dcmip(my_state)
my_state.update(out)
for i in range(1000):
diag, output = dycore(my_state, timestep)
fig.tight_layout()
fields_to_store = [
'air_temperature', 'air_pressure', 'eastward_wind', 'northward_wind',
'air_pressure_on_interface_levels', 'surface_pressure',
'upwelling_longwave_flux_in_air', 'specific_humidity',
'surface_temperature', 'convective_heating_rate', 'latitude', 'longitude'
]
# Create plotting object
monitor = PlotFunctionMonitor(plot_function)
netcdf_monitor = NetCDFMonitor('gcm_without_seasonal_cycle.nc',
write_on_store=True,
store_names=fields_to_store)
set_constant('stellar_irradiance', value=200, units='W m^-2')
model_time_step = timedelta(minutes=10)
# Create components
convection = climt.EmanuelConvection()
simple_physics = TimeDifferencingWrapper(climt.SimplePhysics())
radiation_step = timedelta(hours=1)
radiation_lw = UpdateFrequencyWrapper(climt.RRTMGLongwave(), radiation_step)
radiation_sw = UpdateFrequencyWrapper(climt.RRTMGShortwave(), radiation_step)
slab_surface = climt.SlabSurface()
def test_setting_wrong_units():
with pytest.raises(ValueError) as excinfo:
set_constant('abcd', 100, 'Wii')
assert 'valid unit' in str(excinfo.value)