Source code for sympl._core.constants

from .dataarray import DataArray
from .units import is_valid_unit


class ConstantDict(dict):

    def __repr__(self):
        return self._repr()

    def _repr(self, sphinx=False):
        return_string = ''
        printed_names = set()
        for category, name_list in constant_names_by_category.items():
            if len(name_list) > 0:
                return_string += category.title() + '\n'
            for name in name_list:
                printed_names.add(name)
                units = self[name].attrs['units']
                units = units.replace('dimensionless', '')
                return_string += '\t{}: {} {}\n'.format(
                    name, self[name].values.item(), units)
                if sphinx:
                    return_string += '\n'
            return_string += '\n'
        if len(set(self.keys()).difference(printed_names)) > 0:
            return_string += 'User Defined\n'
            for name in self.keys():
                if name not in printed_names:
                    units = self[name].attrs['units']
                    return_string += '\t{}: {} {}\n'.format(
                        name, self[name].values.item(), units)
                    if sphinx:
                        return_string += '\n'
            return_string += '\n'
        return return_string

    @property
    def _proxy_dict(self):
        """
        Returns a dictionary which has all possible values one could get out of
        this dictionary (considering aliases).
        """
        return_dict = {}
        return_dict.update(self)
        n_iterations = 0
        while n_iterations < 100:
            new_dict = {}
            for alias, original in constant_aliases.items():
                if original in return_dict.keys() and alias not in return_dict.keys():
                    new_dict[alias] = return_dict[original]
            if len(new_dict.keys()) == 0:
                break
            else:
                return_dict.update(new_dict)
        if len(new_dict.keys()) != 0:
            raise RuntimeError('Max number of iterations exceeded.')
        return return_dict

    def keys(self):
        return self._proxy_dict.keys()

    def values(self):
        return self._proxy_dict.values()

    def items(self):
        return self._proxy_dict.items()

    def __setitem__(self, key, value):
        if key in constant_aliases.keys():
            super(ConstantDict, self).__setitem__(get_alias(key), value)
        else:
            super(ConstantDict, self).__setitem__(key, value)

    def __getitem__(self, item):
        if item in constant_aliases.keys():
            return super(ConstantDict, self).__getitem__(get_alias(item))
        else:
            return super(ConstantDict, self).__getitem__(item)


constants = None
constant_aliases = None

default_constant_aliases = {
    'latent_heat_of_condensation': 'latent_heat_of_vaporization',
    'enthalpy_of_fusion': 'latent_heat_of_fusion',
    'stellar_irradiance': 'solar_constant',
    'heat_capacity_of_ice': 'heat_capacity_of_solid_phase_as_ice',
    'heat_capacity_of_snow': 'heat_capacity_of_solid_phase_as_snow',
    'thermal_conductivity_of_ice': 'thermal_conductivity_of_solid_phase_as_ice',
    'thermal_conductivity_of_snow': 'thermal_conductivity_of_solid_phase_as_snow',
    'density_of_ice': 'density_of_solid_phase_as_ice',
    'density_of_snow': 'density_of_solid_phase_as_snow',
}

default_constants = ConstantDict({
    'stefan_boltzmann_constant': DataArray(5.670367e-8, attrs={'units': 'W m^-2 K^-4'}),
    'gravitational_acceleration': DataArray(9.80665, attrs={'units': 'm s^-2'}),
    'heat_capacity_of_dry_air_at_constant_pressure': DataArray(1004.64, attrs={'units': 'J kg^-1 K^-1'}),
    'heat_capacity_of_water_vapor_at_constant_pressure': DataArray(1846.0, attrs={'units': 'J kg^-1 K^-1'}),
    'specific_enthalpy_of_water_vapor': DataArray(2500.0, attrs={'units': 'J kg^-1'}),
    'heat_capacity_of_liquid_water': DataArray(4185.5, attrs={'units': 'J kg^-1 K^-1'}),
    'freezing_temperature_of_liquid_water': DataArray(273.0, attrs={'units': 'K'}),
    'thermal_conductivity_of_liquid_water': DataArray(0.57, attrs={'units': 'W m^-1 K^-1'}),
    'heat_capacity_of_solid_water_as_ice': DataArray(2108., attrs={'units': 'J kg^-1 K^-1'}),
    'thermal_conductivity_of_solid_water_as_ice': DataArray(2.22, attrs={'units': 'W m^-1 K^-1'}),
    'heat_capacity_of_solid_water_as_snow': DataArray(2108., attrs={'units': 'J kg^-1 K^-1'}),
    'thermal_conductivity_of_solid_water_as_snow': DataArray(0.2, attrs={'units': 'W m^-1 K^-1'}),
    'reference_air_pressure': DataArray(1.0132e5, attrs={'units': 'Pa'}),
    'reference_air_temperature': DataArray(300., attrs={'units': 'degK'}),
    'thermal_conductivity_of_dry_air': DataArray(0.026, attrs={'units': 'W m^-1 K^-1'}),
    'gas_constant_of_dry_air': DataArray(287., attrs={'units': 'J kg^-1 K^-1'}),
    'gas_constant_of_water_vapor': DataArray(461.5, attrs={'units': 'J kg^-1 K^-1'}),
    'planetary_rotation_rate': DataArray(7.292e-5, attrs={'units': 's^-1'}),
    'planetary_radius': DataArray(6.371e6, attrs={'units': 'm'}),
    'latent_heat_of_vaporization_of_water': DataArray(2.5e6, attrs={'units': 'J kg^-1'}),
    'latent_heat_of_fusion_of_water': DataArray(333550.0, attrs={'units': 'J kg^-1'}),
    'density_of_liquid_water': DataArray(1e3, attrs={'units': 'kg m^-3'}),
    'density_of_solid_water_as_ice': DataArray(916.7, attrs={'units': 'kg m^-3'}),
    'density_of_solid_water_as_snow': DataArray(100.0, attrs={'units': 'kg m^-3'}),
    'solar_constant': DataArray(1367., attrs={'units': 'W m^-2'}),
    'planck_constant': DataArray(6.62607004e-34, attrs={'units': 'J s'}),
    'speed_of_light': DataArray(299792458., attrs={'units': 'm s^-1'}),
    'seconds_per_day': DataArray(86400., attrs={'units': 'dimensionless'}),
    'avogadro_constant': DataArray(6.022140857e23, attrs={'units': 'mole^-1'}),
    'boltzmann_constant': DataArray(1.38064852e-23, attrs={'units': 'J K^-1'}),
    'loschmidt_constant': DataArray(2.6516467e25, attrs={'units': 'm^-3'}),
    'universal_gas_constant': DataArray(8.3144598, attrs={'units': 'J mole^-1 K^-1'}),
})

constant_names_by_category = {
    'planetary': [
        'gravitational_acceleration',
        'planetary_radius',
        'planetary_rotation_rate',
        'seconds_per_day'
    ],

    'physical': [
        'stefan_boltzmann_constant',
        'avogadro_constant',
        'speed_of_light',
        'boltzmann_constant',
        'loschmidt_constant',
        'universal_gas_constant',
        'planck_constant'
    ],

    'condensible': [
        'density_of_liquid_phase',
        'heat_capacity_of_liquid_phase',
        'heat_capacity_of_vapor_phase',
        'specific_enthalpy_of_vapor_phase',
        'gas_constant_of_vapor_phase',
        'latent_heat_of_condensation',
        'latent_heat_of_fusion',
        'density_of_solid_phase_as_ice',
        'density_of_solid_phase_as_snow',
        'heat_capacity_of_solid_phase_as_ice',
        'heat_capacity_of_solid_phase_as_snow',
        'thermal_conductivity_of_solid_phase_as_ice',
        'thermal_conductivity_of_solid_phase_as_snow',
        'thermal_conductivity_of_liquid_phase',
        'freezing_temperature_of_liquid_phase',
        'enthalpy_of_fusion',
        'latent_heat_of_vaporization',
    ],

    'atmospheric': [
        'heat_capacity_of_dry_air_at_constant_pressure',
        'gas_constant_of_dry_air',
        'thermal_conductivity_of_dry_air',
        'reference_air_pressure',
        'reference_air_temperature',
    ],

    'stellar': [
        'stellar_irradiance',
        'solar_constant',
    ],

    'oceanographic': [
    ],

    'chemical': [
        'heat_capacity_of_water_vapor_at_constant_pressure',
        'density_of_liquid_water',
        'gas_constant_of_water_vapor',
        'latent_heat_of_vaporization_of_water',
        'heat_capacity_of_liquid_water',
        'latent_heat_of_fusion_of_water',
        'heat_capacity_of_solid_water_as_ice',
        'heat_capacity_of_solid_water_as_snow',
        'thermal_conductivity_of_solid_water_as_ice',
        'thermal_conductivity_of_solid_water_as_snow',
        'thermal_conductivity_of_liquid_water',
        'density_of_solid_water_as_ice',
        'density_of_solid_water_as_snow',
        'freezing_temperature_of_liquid_water',
        'specific_enthalpy_of_water_vapor',
        'density_of_snow',
        'heat_capacity_of_snow',
        'heat_capacity_of_ice',
        'density_of_ice',
        'thermal_conductivity_of_ice',
        'thermal_conductivity_of_snow',
    ],

}


def get_condensible_map(condensible_name):
    return {
        'gas_constant_of_vapor_phase': 'gas_constant_of_{}_vapor'.format(condensible_name),
        'heat_capacity_of_vapor_phase': 'heat_capacity_of_{}_vapor_at_constant_pressure'.format(condensible_name),
        'specific_enthalpy_of_vapor_phase': 'specific_enthalpy_of_{}_vapor'.format(condensible_name),
        'density_of_liquid_phase': 'density_of_liquid_{}'.format(condensible_name),
        'heat_capacity_of_liquid_phase': 'heat_capacity_of_liquid_{}'.format(condensible_name),
        'latent_heat_of_vaporization': 'latent_heat_of_vaporization_of_{}'.format(condensible_name),
        'freezing_temperature_of_liquid_phase': 'freezing_temperature_of_liquid_{}'.format(condensible_name),
        'thermal_conductivity_of_liquid_phase': 'thermal_conductivity_of_liquid_{}'.format(condensible_name),
        'latent_heat_of_fusion': 'latent_heat_of_fusion_of_{}'.format(condensible_name),
        'density_of_solid_phase_as_ice': 'density_of_solid_{}_as_ice'.format(condensible_name),
        'density_of_solid_phase_as_snow': 'density_of_solid_{}_as_snow'.format(condensible_name),
        'heat_capacity_of_solid_phase_as_ice': 'heat_capacity_of_solid_{}_as_ice'.format(condensible_name),
        'heat_capacity_of_solid_phase_as_snow': 'heat_capacity_of_solid_{}_as_snow'.format(condensible_name),
        'thermal_conductivity_of_solid_phase_as_ice': 'thermal_conductivity_of_solid_{}_as_ice'.format(condensible_name),
        'thermal_conductivity_of_solid_phase_as_snow': 'thermal_conductivity_of_solid_{}_as_snow'.format(condensible_name),
    }


def get_alias(name):
    n_iterations = 0
    while name in constant_aliases.keys() and n_iterations < 100:
        name = constant_aliases[name]
        n_iterations += 1
    if name in constant_aliases.keys():
        raise RuntimeError(
            'Circular aliases exist for constant name {}. '
            'Max iterations exceeded.'.format(name))
    return name


[docs]def set_constant(name, value, units): """ Sets the value of a constant. Parameters ---------- name : str The name of the constant. value : float The value to which the constant should be set. units : str The units of the value given. """ if is_valid_unit(units): constants[get_alias(name)] = DataArray(value, attrs={'units': units}) else: raise ValueError('{} is not a valid unit.'.format(units))
[docs]def get_constant(name, units): """ Retrieves the value of a constant. Parameters ---------- name : str The name of the constant. units : str The units requested for the returned value. Returns ------- value : float The value of the constant in the requested units. """ return constants[get_alias(name)].to_units(units).values.item()
[docs]def get_constants_string(): """ Returns ------- constant_string : str A string listing all constants under each category of constants, with their current values and units. """ return repr(constants)
[docs]def set_condensible_name(name): constant_aliases.update(get_condensible_map(name))
[docs]def reset_constants(): """ Reverts constants to their state when Sympl was originally imported. This includes removing any new constants, setting the original constants to their original values, and setting the condensible quantity to water. """ global constants global constant_aliases constants = ConstantDict() constants.update(default_constants) constant_aliases = {} constant_aliases.update(default_constant_aliases) constant_aliases.update(get_condensible_map('water'))
reset_constants()
[docs]class ConstantList(object): __doc__ = constants._repr(sphinx=True)