Internal API

Routines

Extraction and Diagnostic Routines

The routines below are called internally by wrf.getvar().

wrf.g_cape.get_2dcape

Return the two-dimensional fields of MCAPE, MCIN, LCL, and LFC.

wrf.g_cape.get_3dcape

Return the three-dimensional CAPE and CIN.

wrf.g_cloudfrac.get_cloudfrac

Return the cloud fraction for low, mid, and high level clouds.

wrf.g_ctt.get_ctt

Return the cloud top temperature.

wrf.g_dbz.get_dbz

Return the simulated radar reflectivity.

wrf.g_dbz.get_max_dbz

Return the maximum simulated radar reflectivity.

wrf.g_dewpoint.get_dp

Return the dewpoint temperature.

wrf.g_dewpoint.get_dp_2m

Return the 2m dewpoint temperature.

wrf.g_geoht.get_geopt

Return the geopotential.

wrf.g_geoht.get_height

Return the geopotential height.

wrf.g_geoht.get_height_agl

Return the geopotential height (AGL).

wrf.g_geoht.get_stag_geopt

Return the geopotential for the vertically staggered grid.

wrf.g_geoht.get_stag_height

Return the geopotential height for the vertically staggered grid.

wrf.g_helicity.get_srh

Return the storm relative helicity.

wrf.g_helicity.get_uh

Return the updraft helicity.

wrf.g_omega.get_omega

Return Omega.

wrf.g_pressure.get_pressure

Return the pressure in the specified units.

wrf.g_pressure.get_pressure_hpa

Return the pressure in [hPa].

wrf.g_pw.get_pw

Return the preciptiable water.

wrf.g_rh.get_rh

Return the relative humidity.

wrf.g_rh.get_rh_2m

Return the 2m relative humidity.

wrf.g_slp.get_slp

Return the sea level pressure in the specified units.

wrf.g_temp.get_theta

Return the potential temperature.

wrf.g_temp.get_temp

Return the temperature in the specified units.

wrf.g_temp.get_eth

Return the equivalent potential temperature.

wrf.g_temp.get_tv

Return the virtual temperature.

wrf.g_temp.get_tw

Return the wetbulb temperature.

wrf.g_temp.get_tk

Return the temperature in [K].

wrf.g_temp.get_tc

Return the temperature in [degC].

wrf.g_terrain.get_terrain

Return the terrain height in the specified units.

wrf.g_times.get_times

Return a sequence of time objects.

wrf.g_times.get_xtimes

Return a sequence of time objects.

wrf.g_uvmet.get_uvmet

Return the u,v wind components rotated to earth coordinates.

wrf.g_uvmet.get_uvmet10

Return the u,v components for the 10m winds rotated to earth coordinates.

wrf.g_uvmet.get_uvmet_wspd_wdir

Return the wind speed and wind direction for the wind rotated to earth coordinates.

wrf.g_uvmet.get_uvmet10_wspd_wdir

Return the wind speed and wind direction for the 10m wind rotated to earth coordinates.

wrf.g_vorticity.get_avo

Return the absolute vorticity.

wrf.g_vorticity.get_pvo

Return the potential vorticity.

wrf.g_wind.get_u_destag

Return the u-component of the wind on mass points.

wrf.g_wind.get_v_destag

Return the v-component of the wind on mass points.

wrf.g_wind.get_w_destag

Return the w-component of the wind on mass points.

wrf.g_wind.get_destag_wspd_wdir

Return the wind speed and wind direction for the wind in the projected coordinate (i.e. grid) space.

wrf.g_wind.get_destag_wspd_wdir10

Return the wind speed and wind direction for the 10m wind in projected coordinate (i.e. grid) space.

wrf.g_wind.get_destag_wspd

Return the wind speed in the projected coordinate (i.e. grid) space.

wrf.g_wind.get_destag_wdir

Return the wind direction in the projected coordinate (i.e. grid) space.

wrf.g_wind.get_destag_wspd10

Return the wind speed for the 10m wind in projected coordinate (i.e. grid) space.

wrf.g_wind.get_destag_wdir10

Return the wind direction for the 10m wind in projected coordinate (i.e. grid) space.

wrf.g_uvmet.get_uvmet_wspd

Return the wind speed for the wind rotated to earth coordinates.

wrf.g_uvmet.get_uvmet_wdir

Return the wind direction for the wind rotated to earth coordinates.

wrf.g_uvmet.get_uvmet10_wspd

Return the wind speed for the 10m wind rotated to earth coordinates.

wrf.g_uvmet.get_uvmet10_wdir

Return the wind direction for the 10m wind rotated to earth coordinates.

wrf.g_cloudfrac.get_low_cloudfrac

Return the cloud fraction for the low level clouds.

wrf.g_cloudfrac.get_mid_cloudfrac

Return the cloud fraction for the mid level clouds.

wrf.g_cloudfrac.get_high_cloudfrac

Return the cloud fraction for the high level clouds.

wrf.g_cape.get_cape2d_only

Return the two-dimensional field of MCAPE (Max Convective Available Potential Energy).

wrf.g_cape.get_cin2d_only

Return the two-dimensional field of MCIN (Max Convective Inhibition).

wrf.g_cape.get_lcl

Return the two-dimensional field of LCL (Lifted Condensation Level).

wrf.g_cape.get_lfc

Return the two-dimensional field of LFC (Level of Free Convection).

wrf.g_cape.get_3dcape_only

Return the three-dimensional field of CAPE (Convective Available Potential Energy).

wrf.g_cape.get_3dcin_only

Return the three-dimensional field of CIN (Convective Inhibition).


Decorators

Algorithm Decorators

The decorators below are used for performing common operations related to diagnostic and interpolation calculations.

wrf.decorators.convert_units

A decorator that converts the units from the wrapped function's output.

wrf.decorators.left_iteration

A decorator to handle iterating over the leftmost dimensions.

wrf.decorators.cast_type

A decorator to handle type casting.

wrf.decorators.extract_and_transpose

A decorator to extract the data array from a xarray.DataArray

wrf.decorators.check_args

A decorator to check that the wrapped function's arguments are valid.

wrf.specialdec.uvmet_left_iter

A decorator to handle iterating over the leftmost dimensions for the uvmet diagnostic.

wrf.specialdec.cape_left_iter

A decorator to handle iterating over the leftmost dimensions for the cape diagnostic.

wrf.specialdec.cloudfrac_left_iter

A decorator to handle iterating over the leftmost dimensions for the cloud fraction diagnostic.

Metadata Decorators

The decorators below are used for performing common operations related to setting metadata.

wrf.metadecorators.copy_and_set_metadata

A decorator that sets the metadata for a wrapped function's output.

wrf.metadecorators.set_wind_metadata

A decorator that sets the metadata for a wrapped wind function's output.

wrf.metadecorators.set_cape_metadata

A decorator that sets the metadata for a wrapped CAPE function's output.

wrf.metadecorators.set_cloudfrac_metadata

A decorator that sets the metadata for a wrapped cloud fraction function's output.

wrf.metadecorators.set_latlon_metadata

A decorator that sets the metadata for a wrapped latlon function's output.

wrf.metadecorators.set_height_metadata

A decorator that sets the metadata for a wrapped height function's output.

wrf.metadecorators.set_interp_metadata

A decorator that sets the metadata for a wrapped interpolation function.

wrf.metadecorators.set_alg_metadata

A decorator that sets the metadata for a wrapped raw diagnostic function.

wrf.metadecorators.set_uvmet_alg_metadata

A decorator that sets the metadata for the wrapped raw UVMET diagnostic function.

wrf.metadecorators.set_cape_alg_metadata

A decorator that sets the metadata for the wrapped raw CAPE diagnostic function.

wrf.metadecorators.set_cloudfrac_alg_metadata

A decorator that sets the metadata for the wrapped raw cloud fraction diagnostic function.

wrf.metadecorators.set_destag_metadata

A decorator that sets the metadata for the wrapped raw destaggering function.

Decorator Utilities

The routines below are used within the decorators.

wrf.either

A callable class that determines which variable is present in the file.

wrf.combine_dims

A callable class that mixes dimension sizes from different function arguments.

wrf.from_var

A callable class that retrieves attributes from the function argument.

wrf.from_args

Return a mapping of argument name to value for the called function.

wrf.args_to_list

Return all of the function arguments, including defaults, as a list.

wrf.arg_location

Return the function arguments as a single list along with the index within that list for a specified argument name.


Classes

Iterable Wrapper Class

The class below is an Iterable wrapper class and provides an __iter__ function that always returns the beginning of the sequence, regardless of the Iterable type.

wrf.IterWrapper

A wrapper class for generators and custom iterable classes that returns a new iterator to the start of the sequence when IterWrapper.__iter__() is called.