mirror of
https://github.com/Unidata/python-awips.git
synced 2025-02-24 06:57:56 -05:00
1015 lines
462 KiB
Text
1015 lines
462 KiB
Text
{
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"cells": [
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{
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"cell_type": "markdown",
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"metadata": {},
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"source": [
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"This example covers the callable methods of the Python AWIPS DAF when working with gridded data. We start with a connection to an EDEX server, then query data types, then grid names, parameters, levels, and other information. Finally the gridded data is plotted for its domain using Matplotlib and Cartopy."
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]
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},
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{
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"cell_type": "markdown",
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"metadata": {},
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"source": [
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"## DataAccessLayer.getSupportedDatatypes()\n",
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"\n",
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"getSupportedDatatypes() returns a list of available data types offered by the EDEX server defined above. "
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]
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},
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{
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"cell_type": "code",
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"execution_count": 1,
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"metadata": {},
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"outputs": [
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{
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"data": {
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"text/plain": [
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"[b'acars',\n",
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" b'binlightning',\n",
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" b'bufrmosAVN',\n",
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" b'bufrmosETA',\n",
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" b'bufrmosGFS',\n",
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" b'bufrmosHPC',\n",
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" b'bufrmosLAMP',\n",
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" b'bufrmosMRF',\n",
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" b'bufrua',\n",
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" b'climate',\n",
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" b'common_obs_spatial',\n",
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" b'gfe',\n",
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" b'gfeEditArea',\n",
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" b'grid',\n",
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" b'maps',\n",
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" b'modelsounding',\n",
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" b'obs',\n",
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" b'practicewarning',\n",
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" b'profiler',\n",
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" b'radar',\n",
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" b'radar_spatial',\n",
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" b'satellite',\n",
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" b'sfcobs',\n",
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" b'topo',\n",
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" b'warning']"
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]
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},
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"execution_count": 1,
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"metadata": {},
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"output_type": "execute_result"
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}
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],
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"source": [
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"from awips.dataaccess import DataAccessLayer\n",
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"DataAccessLayer.changeEDEXHost(\"edex-cloud.unidata.ucar.edu\")\n",
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"dataTypes = DataAccessLayer.getSupportedDatatypes()\n",
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"list(dataTypes)"
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]
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},
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{
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"cell_type": "markdown",
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"metadata": {},
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"source": [
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"## DataAccessLayer.getAvailableLocationNames()\n",
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"\n",
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"Now create a new data request, and set the data type to **grid** to request all available grids with **getAvailableLocationNames()**"
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]
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},
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{
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"cell_type": "code",
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"execution_count": 2,
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"metadata": {},
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"outputs": [
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{
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"data": {
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"text/plain": [
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"[b'CMC',\n",
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" b'ESTOFS',\n",
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" b'ETSS',\n",
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" b'FFG-ALR',\n",
|
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" b'FFG-FWR',\n",
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" b'FFG-KRF',\n",
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" b'FFG-MSR',\n",
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" b'FFG-ORN',\n",
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|
" b'FFG-PTR',\n",
|
|
" b'FFG-RHA',\n",
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|
" b'FFG-RSA',\n",
|
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" b'FFG-STR',\n",
|
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" b'FFG-TAR',\n",
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" b'FFG-TIR',\n",
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" b'FFG-TUA',\n",
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|
" b'FNMOC-FAROP',\n",
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|
" b'FNMOC-NCODA',\n",
|
|
" b'GFS',\n",
|
|
" b'GFS20',\n",
|
|
" b'GribModel:9:0:160',\n",
|
|
" b'GribModel:9:159:180',\n",
|
|
" b'HFR-EAST_6KM',\n",
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|
" b'HFR-EAST_PR_6KM',\n",
|
|
" b'HFR-US_EAST_DELAWARE_1KM',\n",
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|
" b'HFR-US_EAST_FLORIDA_2KM',\n",
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|
" b'HFR-US_EAST_NORTH_2KM',\n",
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|
" b'HFR-US_EAST_SOUTH_2KM',\n",
|
|
" b'HFR-US_EAST_VIRGINIA_1KM',\n",
|
|
" b'HFR-US_HAWAII_1KM',\n",
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|
" b'HFR-US_HAWAII_2KM',\n",
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|
" b'HFR-US_HAWAII_6KM',\n",
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|
" b'HFR-US_WEST_500M',\n",
|
|
" b'HFR-US_WEST_CENCAL_2KM',\n",
|
|
" b'HFR-US_WEST_LOSANGELES_1KM',\n",
|
|
" b'HFR-US_WEST_LOSOSOS_1KM',\n",
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|
" b'HFR-US_WEST_NORTH_2KM',\n",
|
|
" b'HFR-US_WEST_SANFRAN_1KM',\n",
|
|
" b'HFR-US_WEST_SOCAL_2KM',\n",
|
|
" b'HFR-US_WEST_WASHINGTON_1KM',\n",
|
|
" b'HFR-WEST_6KM',\n",
|
|
" b'HPCGuide',\n",
|
|
" b'HPCqpf',\n",
|
|
" b'HPCqpfNDFD',\n",
|
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" b'HRRR',\n",
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" b'LAMP2p5',\n",
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" b'MOSGuide',\n",
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" b'NAM12',\n",
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" b'NAM40',\n",
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" b'NCWF',\n",
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|
" b'NOHRSC-SNOW',\n",
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" b'NationalBlend',\n",
|
|
" b'PROB3HR',\n",
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|
" b'QPE-RFC-STR',\n",
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" b'RAP13',\n",
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" b'RFCqpf',\n",
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|
" b'RTMA',\n",
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|
" b'SPCGuide',\n",
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|
" b'SeaIce',\n",
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|
" b'TPCWindProb',\n",
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|
" b'UKMET-MODEL1',\n",
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|
" b'URMA25',\n",
|
|
" b'fnmocWave',\n",
|
|
" b'nogaps']"
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]
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},
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"execution_count": 2,
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"metadata": {},
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"output_type": "execute_result"
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}
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],
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"source": [
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"request = DataAccessLayer.newDataRequest()\n",
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"request.setDatatype(\"grid\")\n",
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"available_grids = DataAccessLayer.getAvailableLocationNames(request)\n",
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"available_grids.sort()\n",
|
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"list(available_grids)"
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|
]
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},
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{
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"cell_type": "markdown",
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"metadata": {},
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"source": [
|
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"## DataAccessLayer.getAvailableParameters()\n",
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"\n",
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"After datatype and model name (locationName) are set, you can query all available parameters with **getAvailableParameters()**"
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]
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},
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{
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"cell_type": "code",
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"execution_count": 3,
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"metadata": {},
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"outputs": [
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{
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"data": {
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"text/plain": [
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"[b'0to5',\n",
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|
" b'2xTP6hr',\n",
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|
" b'36SHRMi',\n",
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|
" b'50dbzZ',\n",
|
|
" b'AV',\n",
|
|
" b'Along',\n",
|
|
" b'AppT',\n",
|
|
" b'BLI',\n",
|
|
" b'BRN',\n",
|
|
" b'BRNEHIi',\n",
|
|
" b'BRNSHR',\n",
|
|
" b'BRNmag',\n",
|
|
" b'BRNvec',\n",
|
|
" b'BdEPT06',\n",
|
|
" b'BlkMag',\n",
|
|
" b'BlkShr',\n",
|
|
" b'CAPE',\n",
|
|
" b'CFRZR',\n",
|
|
" b'CICEP',\n",
|
|
" b'CIn',\n",
|
|
" b'CP',\n",
|
|
" b'CP1hr',\n",
|
|
" b'CPr',\n",
|
|
" b'CPrD',\n",
|
|
" b'CRAIN',\n",
|
|
" b'CSNOW',\n",
|
|
" b'CURU',\n",
|
|
" b'CXR',\n",
|
|
" b'CapeStk',\n",
|
|
" b'Corf',\n",
|
|
" b'CorfF',\n",
|
|
" b'CorfFM',\n",
|
|
" b'CorfM',\n",
|
|
" b'CritT1',\n",
|
|
" b'CumNrm',\n",
|
|
" b'CumShr',\n",
|
|
" b'DIABi',\n",
|
|
" b'DivF',\n",
|
|
" b'DivFn',\n",
|
|
" b'DivFs',\n",
|
|
" b'DpD',\n",
|
|
" b'DpDt',\n",
|
|
" b'DpT',\n",
|
|
" b'Dpress',\n",
|
|
" b'DthDt',\n",
|
|
" b'EHI',\n",
|
|
" b'EHI01',\n",
|
|
" b'EHIi',\n",
|
|
" b'EPT',\n",
|
|
" b'EPTA',\n",
|
|
" b'EPTC',\n",
|
|
" b'EPTGrd',\n",
|
|
" b'EPTGrdM',\n",
|
|
" b'EPTs',\n",
|
|
" b'EPVg',\n",
|
|
" b'EPVs',\n",
|
|
" b'EPVt1',\n",
|
|
" b'EPVt2',\n",
|
|
" b'ESP',\n",
|
|
" b'ESP2',\n",
|
|
" b'FRZR12hr',\n",
|
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" b'FRZRrun',\n",
|
|
" b'FVecs',\n",
|
|
" b'FeatMot',\n",
|
|
" b'FnVecs',\n",
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|
" b'FsVecs',\n",
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|
" b'Fzra1',\n",
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|
" b'Fzra2',\n",
|
|
" b'GH',\n",
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|
" b'GHxSM',\n",
|
|
" b'GHxSM2',\n",
|
|
" b'Gust',\n",
|
|
" b'HI',\n",
|
|
" b'HI1',\n",
|
|
" b'HI3',\n",
|
|
" b'HI4',\n",
|
|
" b'HIdx',\n",
|
|
" b'HPBL',\n",
|
|
" b'Heli',\n",
|
|
" b'HeliC',\n",
|
|
" b'INV',\n",
|
|
" b'IPLayer',\n",
|
|
" b'Into',\n",
|
|
" b'KI',\n",
|
|
" b'L-I',\n",
|
|
" b'LIsfc2x',\n",
|
|
" b'LM5',\n",
|
|
" b'LM6',\n",
|
|
" b'MAdv',\n",
|
|
" b'MCon',\n",
|
|
" b'MCon2',\n",
|
|
" b'MLLCL',\n",
|
|
" b'MMP',\n",
|
|
" b'MMSP',\n",
|
|
" b'MSFDi',\n",
|
|
" b'MSFi',\n",
|
|
" b'MSFmi',\n",
|
|
" b'MSG',\n",
|
|
" b'MTV',\n",
|
|
" b'Mix1',\n",
|
|
" b'Mix2',\n",
|
|
" b'Mmag',\n",
|
|
" b'MnT',\n",
|
|
" b'MpV',\n",
|
|
" b'MxT',\n",
|
|
" b'NBE',\n",
|
|
" b'NST',\n",
|
|
" b'NST1',\n",
|
|
" b'NST2',\n",
|
|
" b'NetIO',\n",
|
|
" b'OmDiff',\n",
|
|
" b'P',\n",
|
|
" b'PAdv',\n",
|
|
" b'PBE',\n",
|
|
" b'PEC',\n",
|
|
" b'PEC_TT24',\n",
|
|
" b'PFrnt',\n",
|
|
" b'PGrd',\n",
|
|
" b'PGrd1',\n",
|
|
" b'PGrdM',\n",
|
|
" b'PIVA',\n",
|
|
" b'PR',\n",
|
|
" b'PTvA',\n",
|
|
" b'PTyp',\n",
|
|
" b'PVV',\n",
|
|
" b'PW',\n",
|
|
" b'PW2',\n",
|
|
" b'PoT',\n",
|
|
" b'PoTA',\n",
|
|
" b'QPV1',\n",
|
|
" b'QPV2',\n",
|
|
" b'QPV3',\n",
|
|
" b'QPV4',\n",
|
|
" b'REFC',\n",
|
|
" b'RH',\n",
|
|
" b'RH_001_bin',\n",
|
|
" b'RH_002_bin',\n",
|
|
" b'RM5',\n",
|
|
" b'RM6',\n",
|
|
" b'RMGH2',\n",
|
|
" b'RMprop',\n",
|
|
" b'RMprop2',\n",
|
|
" b'RRtype',\n",
|
|
" b'RV',\n",
|
|
" b'Rain1',\n",
|
|
" b'Rain2',\n",
|
|
" b'Rain3',\n",
|
|
" b'Ro',\n",
|
|
" b'SA12hr',\n",
|
|
" b'SA1hr',\n",
|
|
" b'SA24hr',\n",
|
|
" b'SA36hr',\n",
|
|
" b'SA3hr',\n",
|
|
" b'SA48hr',\n",
|
|
" b'SA6hr',\n",
|
|
" b'SAcc',\n",
|
|
" b'SArun',\n",
|
|
" b'SH',\n",
|
|
" b'SHx',\n",
|
|
" b'SLI',\n",
|
|
" b'SNSQ',\n",
|
|
" b'SNW',\n",
|
|
" b'SNWA',\n",
|
|
" b'SRMl',\n",
|
|
" b'SRMlM',\n",
|
|
" b'SRMm',\n",
|
|
" b'SRMmM',\n",
|
|
" b'SRMr',\n",
|
|
" b'SRMrM',\n",
|
|
" b'SSP',\n",
|
|
" b'SSi',\n",
|
|
" b'STP',\n",
|
|
" b'STP1',\n",
|
|
" b'Shear',\n",
|
|
" b'ShrMag',\n",
|
|
" b'SnD',\n",
|
|
" b'Snow1',\n",
|
|
" b'Snow2',\n",
|
|
" b'Snow3',\n",
|
|
" b'SnowT',\n",
|
|
" b'St-Pr',\n",
|
|
" b'StrTP',\n",
|
|
" b'StrmMot',\n",
|
|
" b'SuCP',\n",
|
|
" b'T',\n",
|
|
" b'TAdv',\n",
|
|
" b'TGrd',\n",
|
|
" b'TGrdM',\n",
|
|
" b'TORi',\n",
|
|
" b'TORi2',\n",
|
|
" b'TP',\n",
|
|
" b'TP12hr',\n",
|
|
" b'TP168hr',\n",
|
|
" b'TP1hr',\n",
|
|
" b'TP24hr',\n",
|
|
" b'TP36hr',\n",
|
|
" b'TP3hr',\n",
|
|
" b'TP48hr',\n",
|
|
" b'TP6hr',\n",
|
|
" b'TP72hr',\n",
|
|
" b'TPrun',\n",
|
|
" b'TPx12x6',\n",
|
|
" b'TPx1x3',\n",
|
|
" b'TQIND',\n",
|
|
" b'TShrMi',\n",
|
|
" b'TV',\n",
|
|
" b'TW',\n",
|
|
" b'T_001_bin',\n",
|
|
" b'Tdef',\n",
|
|
" b'Tdend',\n",
|
|
" b'ThGrd',\n",
|
|
" b'Thom5',\n",
|
|
" b'Thom5a',\n",
|
|
" b'Thom6',\n",
|
|
" b'TmDpD',\n",
|
|
" b'Tmax',\n",
|
|
" b'Tmin',\n",
|
|
" b'Topo',\n",
|
|
" b'TotQi',\n",
|
|
" b'Tstk',\n",
|
|
" b'TwMax',\n",
|
|
" b'TwMin',\n",
|
|
" b'Twstk',\n",
|
|
" b'TxSM',\n",
|
|
" b'USTM',\n",
|
|
" b'VAdv',\n",
|
|
" b'VAdvAdvection',\n",
|
|
" b'VGP',\n",
|
|
" b'VSTM',\n",
|
|
" b'Vis',\n",
|
|
" b'WCD',\n",
|
|
" b'WD',\n",
|
|
" b'WEASD',\n",
|
|
" b'WEASD1hr',\n",
|
|
" b'WGS',\n",
|
|
" b'Wind',\n",
|
|
" b'WndChl',\n",
|
|
" b'ageoVC',\n",
|
|
" b'ageoW',\n",
|
|
" b'ageoWM',\n",
|
|
" b'cCape',\n",
|
|
" b'cCin',\n",
|
|
" b'cTOT',\n",
|
|
" b'capeToLvl',\n",
|
|
" b'dCape',\n",
|
|
" b'dGH12',\n",
|
|
" b'dP',\n",
|
|
" b'dP1hr',\n",
|
|
" b'dP3hr',\n",
|
|
" b'dP6hr',\n",
|
|
" b'dPW1hr',\n",
|
|
" b'dPW3hr',\n",
|
|
" b'dPW6hr',\n",
|
|
" b'dT',\n",
|
|
" b'dVAdv',\n",
|
|
" b'dZ',\n",
|
|
" b'defV',\n",
|
|
" b'del2gH',\n",
|
|
" b'df',\n",
|
|
" b'fGen',\n",
|
|
" b'fnD',\n",
|
|
" b'fsD',\n",
|
|
" b'gamma',\n",
|
|
" b'gammaE',\n",
|
|
" b'geoVort',\n",
|
|
" b'geoW',\n",
|
|
" b'geoWM',\n",
|
|
" b'loCape',\n",
|
|
" b'maxEPT',\n",
|
|
" b'minEPT',\n",
|
|
" b'mixRat',\n",
|
|
" b'msl-P',\n",
|
|
" b'muCape',\n",
|
|
" b'pV',\n",
|
|
" b'pVeq',\n",
|
|
" b'qDiv',\n",
|
|
" b'qVec',\n",
|
|
" b'qnVec',\n",
|
|
" b'qsVec',\n",
|
|
" b'shWlt',\n",
|
|
" b'snoRat',\n",
|
|
" b'snoRatCrocus',\n",
|
|
" b'snoRatEMCSREF',\n",
|
|
" b'snoRatOv2',\n",
|
|
" b'snoRatSPC',\n",
|
|
" b'snoRatSPCdeep',\n",
|
|
" b'snoRatSPCsurface',\n",
|
|
" b'staticCoriolis',\n",
|
|
" b'staticSpacing',\n",
|
|
" b'staticTopo',\n",
|
|
" b'swtIdx',\n",
|
|
" b'tTOT',\n",
|
|
" b'tWind',\n",
|
|
" b'tWindU',\n",
|
|
" b'tWindV',\n",
|
|
" b'uFX',\n",
|
|
" b'uW',\n",
|
|
" b'uWStk',\n",
|
|
" b'ulSnoRat',\n",
|
|
" b'vSmthW',\n",
|
|
" b'vTOT',\n",
|
|
" b'vW',\n",
|
|
" b'vWStk',\n",
|
|
" b'vertCirc',\n",
|
|
" b'wDiv',\n",
|
|
" b'wSp',\n",
|
|
" b'wSp_001_bin',\n",
|
|
" b'wSp_002_bin',\n",
|
|
" b'wSp_003_bin',\n",
|
|
" b'wSp_004_bin',\n",
|
|
" b'zAGL']"
|
|
]
|
|
},
|
|
"execution_count": 3,
|
|
"metadata": {},
|
|
"output_type": "execute_result"
|
|
}
|
|
],
|
|
"source": [
|
|
"request.setLocationNames(\"RAP13\")\n",
|
|
"availableParms = DataAccessLayer.getAvailableParameters(request)\n",
|
|
"availableParms.sort()\n",
|
|
"list(availableParms)"
|
|
]
|
|
},
|
|
{
|
|
"cell_type": "markdown",
|
|
"metadata": {},
|
|
"source": [
|
|
"## DataAccessLayer.getAvailableLevels()\n",
|
|
"\n",
|
|
"Selecting **\"T\"** for temperature."
|
|
]
|
|
},
|
|
{
|
|
"cell_type": "code",
|
|
"execution_count": 4,
|
|
"metadata": {
|
|
"scrolled": true
|
|
},
|
|
"outputs": [
|
|
{
|
|
"name": "stdout",
|
|
"output_type": "stream",
|
|
"text": [
|
|
"100.0b'MB'\n",
|
|
"175.0b'MB'\n",
|
|
"125.0b'MB'\n",
|
|
"200.0b'MB'\n",
|
|
"150.0b'MB'\n",
|
|
"250.0b'MB'\n",
|
|
"225.0b'MB'\n",
|
|
"275.0b'MB'\n",
|
|
"300.0b'MB'\n",
|
|
"325.0b'MB'\n",
|
|
"350.0b'MB'\n",
|
|
"400.0b'MB'\n",
|
|
"375.0b'MB'\n",
|
|
"425.0b'MB'\n",
|
|
"450.0b'MB'\n",
|
|
"475.0b'MB'\n",
|
|
"500.0b'MB'\n",
|
|
"525.0b'MB'\n",
|
|
"550.0b'MB'\n",
|
|
"575.0b'MB'\n",
|
|
"650.0b'MB'\n",
|
|
"625.0b'MB'\n",
|
|
"600.0b'MB'\n",
|
|
"675.0b'MB'\n",
|
|
"700.0b'MB'\n",
|
|
"725.0b'MB'\n",
|
|
"750.0b'MB'\n",
|
|
"775.0b'MB'\n",
|
|
"825.0b'MB'\n",
|
|
"800.0b'MB'\n",
|
|
"850.0b'MB'\n",
|
|
"875.0b'MB'\n",
|
|
"900.0b'MB'\n",
|
|
"925.0b'MB'\n",
|
|
"975.0b'MB'\n",
|
|
"1000.0b'MB'\n",
|
|
"0.0b'SFC'\n",
|
|
"950.0b'MB'\n",
|
|
"0.0b'TROP'\n",
|
|
"340.0_350.0b'K'\n",
|
|
"290.0_300.0b'K'\n",
|
|
"700.0_600.0b'MB'\n",
|
|
"700.0_300.0b'MB'\n",
|
|
"320.0b'Ke'\n",
|
|
"800.0_750.0b'MB'\n",
|
|
"0.0_610.0b'FHAG'\n",
|
|
"60.0b'TILT'\n",
|
|
"5.3b'TILT'\n",
|
|
"1000.0_900.0b'MB'\n",
|
|
"340.0b'K'\n",
|
|
"1000.0_500.0b'MB'\n",
|
|
"5500.0_6000.0b'FHAG'\n",
|
|
"255.0b'K'\n",
|
|
"255.0_265.0b'K'\n",
|
|
"3000.0_6000.0b'FHAG'\n",
|
|
"25.0b'TILT'\n",
|
|
"2000.0b'FHAG'\n",
|
|
"0.0_500.0b'FHAG'\n",
|
|
"1000.0_850.0b'MB'\n",
|
|
"850.0_250.0b'MB'\n",
|
|
"280.0_290.0b'Ke'\n",
|
|
"1524.0b'FHAG'\n",
|
|
"320.0_330.0b'K'\n",
|
|
"0.0b'TILT'\n",
|
|
"150.0_180.0b'BL'\n",
|
|
"0.0_30.0b'BL'\n",
|
|
"310.0_320.0b'Ke'\n",
|
|
"310.0b'Ke'\n",
|
|
"330.0b'K'\n",
|
|
"900.0_800.0b'MB'\n",
|
|
"550.0_500.0b'MB'\n",
|
|
"2.4b'TILT'\n",
|
|
"50.0b'TILT'\n",
|
|
"3500.0b'FHAG'\n",
|
|
"35.0b'TILT'\n",
|
|
"12.0b'TILT'\n",
|
|
"300.0_310.0b'K'\n",
|
|
"3000.0_12000.0b'FHAG'\n",
|
|
"0.9b'TILT'\n",
|
|
"320.0b'K'\n",
|
|
"400.0_350.0b'MB'\n",
|
|
"500.0b'FHAG'\n",
|
|
"750.0_700.0b'MB'\n",
|
|
"1000.0_400.0b'MB'\n",
|
|
"345.0b'K'\n",
|
|
"250.0_260.0b'K'\n",
|
|
"300.0b'Ke'\n",
|
|
"290.0b'Ke'\n",
|
|
"950.0_900.0b'MB'\n",
|
|
"4572.0b'FHAG'\n",
|
|
"275.0_285.0b'Ke'\n",
|
|
"335.0b'Ke'\n",
|
|
"295.0_305.0b'Ke'\n",
|
|
"275.0_285.0b'K'\n",
|
|
"600.0_550.0b'MB'\n",
|
|
"310.0b'K'\n",
|
|
"9000.0b'FHAG'\n",
|
|
"335.0b'K'\n",
|
|
"1000.0_7000.0b'FHAG'\n",
|
|
"700.0_500.0b'MB'\n",
|
|
"9144.0b'FHAG'\n",
|
|
"325.0_335.0b'K'\n",
|
|
"2000.0_8000.0b'FHAG'\n",
|
|
"0.0_609.6b'FHAG'\n",
|
|
"300.0b'K'\n",
|
|
"0.0b'MAXOMEGA'\n",
|
|
"315.0_325.0b'K'\n",
|
|
"325.0b'K'\n",
|
|
"340.0b'Ke'\n",
|
|
"0.0_4000.0b'FHAG'\n",
|
|
"5000.0_5500.0b'FHAG'\n",
|
|
"300.0_250.0b'MB'\n",
|
|
"1.5b'TILT'\n",
|
|
"335.0_345.0b'K'\n",
|
|
"2.0b'FHAG'\n",
|
|
"315.0b'K'\n",
|
|
"3.4b'TILT'\n",
|
|
"2500.0b'FHAG'\n",
|
|
"10000.0b'FHAG'\n",
|
|
"0.0_2000.0b'FHAG'\n",
|
|
"7000.0b'FHAG'\n",
|
|
"0.0_1000.0b'FHAG'\n",
|
|
"5000.0b'FHAG'\n",
|
|
"330.0b'Ke'\n",
|
|
"90.0_120.0b'BL'\n",
|
|
"500.0_400.0b'MB'\n",
|
|
"1000.0_1500.0b'FHAG'\n",
|
|
"305.0b'K'\n",
|
|
"285.0_295.0b'Ke'\n",
|
|
"14.0b'TILT'\n",
|
|
"3000.0_3500.0b'FHAG'\n",
|
|
"325.0_335.0b'Ke'\n",
|
|
"2000.0_5000.0b'FHAG'\n",
|
|
"7620.0b'FHAG'\n",
|
|
"850.0_800.0b'MB'\n",
|
|
"120.0_150.0b'BL'\n",
|
|
"6096.0b'FHAG'\n",
|
|
"6000.0_7000.0b'FHAG'\n",
|
|
"2000.0_7000.0b'FHAG'\n",
|
|
"9000.0_10000.0b'FHAG'\n",
|
|
"295.0b'Ke'\n",
|
|
"305.0b'Ke'\n",
|
|
"30.0_60.0b'BL'\n",
|
|
"265.0_275.0b'K'\n",
|
|
"7000.0_8000.0b'FHAG'\n",
|
|
"3000.0_8000.0b'FHAG'\n",
|
|
"700.0_650.0b'MB'\n",
|
|
"1000.0_6000.0b'FHAG'\n",
|
|
"0.5b'TILT'\n",
|
|
"450.0_400.0b'MB'\n",
|
|
"1.8b'TILT'\n",
|
|
"330.0_340.0b'K'\n",
|
|
"800.0_700.0b'MB'\n",
|
|
"850.0_300.0b'MB'\n",
|
|
"4000.0b'FHAG'\n",
|
|
"6.0b'TILT'\n",
|
|
"900.0_850.0b'MB'\n",
|
|
"3657.6b'FHAG'\n",
|
|
"0.0_5000.0b'FHAG'\n",
|
|
"320.0_330.0b'Ke'\n",
|
|
"8.7b'TILT'\n",
|
|
"650.0_600.0b'MB'\n",
|
|
"0.0b'FHAG'\n",
|
|
"600.0_400.0b'MB'\n",
|
|
"55.0b'TILT'\n",
|
|
"270.0_280.0b'Ke'\n",
|
|
"30.0b'TILT'\n",
|
|
"310.0_320.0b'K'\n",
|
|
"1500.0b'FHAG'\n",
|
|
"1000.0_950.0b'MB'\n",
|
|
"1.0b'PV'\n",
|
|
"5500.0b'FHAG'\n",
|
|
"250.0_200.0b'MB'\n",
|
|
"1.5b'PV'\n",
|
|
"500.0_1000.0b'FHAG'\n",
|
|
"400.0_300.0b'MB'\n",
|
|
"500.0_100.0b'MB'\n",
|
|
"1000.0_3000.0b'FHAG'\n",
|
|
"8000.0b'FHAG'\n",
|
|
"285.0b'Ke'\n",
|
|
"290.0b'K'\n",
|
|
"305.0_315.0b'K'\n",
|
|
"285.0_295.0b'K'\n",
|
|
"0.0_2500.0b'FHAG'\n",
|
|
"925.0_850.0b'MB'\n",
|
|
"275.0b'Ke'\n",
|
|
"1500.0_2000.0b'FHAG'\n",
|
|
"2.0b'PV'\n",
|
|
"300.0_200.0b'MB'\n",
|
|
"610.0_40000.0b'FHAG'\n",
|
|
"260.0_270.0b'K'\n",
|
|
"0.0_6000.0b'FHAG'\n",
|
|
"2743.2b'FHAG'\n",
|
|
"3000.0b'FHAG'\n",
|
|
"315.0_325.0b'Ke'\n",
|
|
"600.0_500.0b'MB'\n",
|
|
"16.7b'TILT'\n",
|
|
"0.5b'PV'\n",
|
|
"280.0b'K'\n",
|
|
"500.0_250.0b'MB'\n",
|
|
"40.0b'TILT'\n",
|
|
"1000.0b'FHAG'\n",
|
|
"3048.0b'FHAG'\n",
|
|
"400.0_200.0b'MB'\n",
|
|
"300.0_310.0b'Ke'\n",
|
|
"270.0_280.0b'K'\n",
|
|
"1000.0_700.0b'MB'\n",
|
|
"45.0b'TILT'\n",
|
|
"850.0_500.0b'MB'\n",
|
|
"60.0_90.0b'BL'\n",
|
|
"2500.0_3000.0b'FHAG'\n",
|
|
"609.6b'FHAG'\n",
|
|
"0.0_8000.0b'FHAG'\n",
|
|
"295.0b'K'\n",
|
|
"4.3b'TILT'\n",
|
|
"295.0_305.0b'K'\n",
|
|
"330.0_340.0b'Ke'\n",
|
|
"270.0b'K'\n",
|
|
"4000.0_4500.0b'FHAG'\n",
|
|
"280.0_290.0b'K'\n",
|
|
"925.0_700.0b'MB'\n",
|
|
"0.0_1500.0b'FHAG'\n",
|
|
"260.0b'K'\n",
|
|
"10.0b'TILT'\n",
|
|
"3500.0_4000.0b'FHAG'\n",
|
|
"325.0b'Ke'\n",
|
|
"285.0b'K'\n",
|
|
"290.0_300.0b'Ke'\n",
|
|
"7.5b'TILT'\n",
|
|
"1828.8b'FHAG'\n",
|
|
"280.0b'Ke'\n",
|
|
"500.0_450.0b'MB'\n",
|
|
"305.0_315.0b'Ke'\n",
|
|
"250.0b'K'\n",
|
|
"4500.0b'FHAG'\n",
|
|
"1250.0b'FHAG'\n",
|
|
"0.0_10000.0b'FHAG'\n",
|
|
"4500.0_5000.0b'FHAG'\n",
|
|
"250.0_350.0b'K'\n",
|
|
"270.0b'Ke'\n",
|
|
"275.0b'K'\n",
|
|
"315.0b'Ke'\n",
|
|
"500.0_300.0b'MB'\n",
|
|
"350.0_300.0b'MB'\n",
|
|
"750.0b'FHAG'\n",
|
|
"19.5b'TILT'\n",
|
|
"0.0_3000.0b'FHAG'\n",
|
|
"2000.0_2500.0b'FHAG'\n",
|
|
"850.0_700.0b'MB'\n",
|
|
"350.0b'K'\n",
|
|
"265.0b'K'\n",
|
|
"6000.0b'FHAG'\n",
|
|
"8000.0_9000.0b'FHAG'\n"
|
|
]
|
|
}
|
|
],
|
|
"source": [
|
|
"request.setParameters(\"T\")\n",
|
|
"availableLevels = DataAccessLayer.getAvailableLevels(request)\n",
|
|
"for level in availableLevels:\n",
|
|
" print(level)"
|
|
]
|
|
},
|
|
{
|
|
"cell_type": "markdown",
|
|
"metadata": {},
|
|
"source": [
|
|
"* **0.0SFC** is the Surface level\n",
|
|
"* **FHAG** stands for Fixed Height Above Ground (in meters)\n",
|
|
"* **NTAT** stands for Nominal Top of the ATmosphere\n",
|
|
"* **BL** stands for Boundary Layer, where **0.0_30.0BL** reads as *0-30 mb above ground level* \n",
|
|
"* **TROP** is the Tropopause level\n",
|
|
"\n",
|
|
"**request.setLevels()**\n",
|
|
"\n",
|
|
"For this example we will use Surface Temperature"
|
|
]
|
|
},
|
|
{
|
|
"cell_type": "code",
|
|
"execution_count": 5,
|
|
"metadata": {},
|
|
"outputs": [],
|
|
"source": [
|
|
"request.setLevels(\"2.0FHAG\")"
|
|
]
|
|
},
|
|
{
|
|
"cell_type": "markdown",
|
|
"metadata": {},
|
|
"source": [
|
|
"## DataAccessLayer.getAvailableTimes()\n",
|
|
"\n",
|
|
"* **getAvailableTimes(request, True)** will return an object of *run times* - formatted as `YYYY-MM-DD HH:MM:SS`\n",
|
|
"* **getAvailableTimes(request)** will return an object of all times - formatted as `YYYY-MM-DD HH:MM:SS (F:ff)`\n",
|
|
"* **getForecastRun(cycle, times)** will return a DataTime array for a single forecast cycle."
|
|
]
|
|
},
|
|
{
|
|
"cell_type": "code",
|
|
"execution_count": 6,
|
|
"metadata": {},
|
|
"outputs": [
|
|
{
|
|
"data": {
|
|
"text/plain": [
|
|
"[<DataTime instance: 2018-10-05 20:00:00 >,\n",
|
|
" <DataTime instance: 2018-10-05 20:00:00 >,\n",
|
|
" <DataTime instance: 2018-10-05 20:00:00 >,\n",
|
|
" <DataTime instance: 2018-10-05 20:00:00 >,\n",
|
|
" <DataTime instance: 2018-10-05 20:00:00 >,\n",
|
|
" <DataTime instance: 2018-10-05 20:00:00 >,\n",
|
|
" <DataTime instance: 2018-10-05 20:00:00 >,\n",
|
|
" <DataTime instance: 2018-10-05 20:00:00 >,\n",
|
|
" <DataTime instance: 2018-10-05 20:00:00 >,\n",
|
|
" <DataTime instance: 2018-10-05 20:00:00 >,\n",
|
|
" <DataTime instance: 2018-10-05 20:00:00 >,\n",
|
|
" <DataTime instance: 2018-10-05 20:00:00 >,\n",
|
|
" <DataTime instance: 2018-10-05 20:00:00 >,\n",
|
|
" <DataTime instance: 2018-10-05 20:00:00 >]"
|
|
]
|
|
},
|
|
"execution_count": 6,
|
|
"metadata": {},
|
|
"output_type": "execute_result"
|
|
}
|
|
],
|
|
"source": [
|
|
"cycles = DataAccessLayer.getAvailableTimes(request, True)\n",
|
|
"times = DataAccessLayer.getAvailableTimes(request)\n",
|
|
"fcstRun = DataAccessLayer.getForecastRun(cycles[-1], times)\n",
|
|
"list(fcstRun)"
|
|
]
|
|
},
|
|
{
|
|
"cell_type": "markdown",
|
|
"metadata": {},
|
|
"source": [
|
|
"## DataAccessLayer.getGridData()\n",
|
|
"\n",
|
|
"Now that we have our `request` and DataTime `fcstRun` arrays ready, it's time to request the data array from EDEX."
|
|
]
|
|
},
|
|
{
|
|
"cell_type": "code",
|
|
"execution_count": 7,
|
|
"metadata": {},
|
|
"outputs": [
|
|
{
|
|
"name": "stdout",
|
|
"output_type": "stream",
|
|
"text": [
|
|
"Time : 2018-10-05 20:00:00\n",
|
|
"Model: b'RAP13'\n",
|
|
"Parm : b'T'\n",
|
|
"Unit : b'K'\n",
|
|
"(337, 451)\n"
|
|
]
|
|
}
|
|
],
|
|
"source": [
|
|
"response = DataAccessLayer.getGridData(request, [fcstRun[-1]])\n",
|
|
"for grid in response:\n",
|
|
" data = grid.getRawData()\n",
|
|
" lons, lats = grid.getLatLonCoords()\n",
|
|
" print('Time :', str(grid.getDataTime()))\n",
|
|
"\n",
|
|
"print('Model:', str(grid.getLocationName()))\n",
|
|
"print('Parm :', str(grid.getParameter()))\n",
|
|
"print('Unit :', str(grid.getUnit()))\n",
|
|
"print(data.shape)"
|
|
]
|
|
},
|
|
{
|
|
"cell_type": "markdown",
|
|
"metadata": {},
|
|
"source": [
|
|
"## Plotting with Matplotlib and Cartopy\n",
|
|
"\n",
|
|
"**1. pcolormesh**"
|
|
]
|
|
},
|
|
{
|
|
"cell_type": "code",
|
|
"execution_count": 8,
|
|
"metadata": {},
|
|
"outputs": [
|
|
{
|
|
"data": {
|
|
"image/png": 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\n",
|
|
"text/plain": [
|
|
"<Figure size 1152x648 with 2 Axes>"
|
|
]
|
|
},
|
|
"metadata": {
|
|
"needs_background": "light"
|
|
},
|
|
"output_type": "display_data"
|
|
}
|
|
],
|
|
"source": [
|
|
"%matplotlib inline\n",
|
|
"import matplotlib.pyplot as plt\n",
|
|
"import matplotlib\n",
|
|
"import cartopy.crs as ccrs\n",
|
|
"import cartopy.feature as cfeature\n",
|
|
"from cartopy.mpl.gridliner import LONGITUDE_FORMATTER, LATITUDE_FORMATTER\n",
|
|
"import numpy as np\n",
|
|
"import numpy.ma as ma\n",
|
|
"from scipy.io import loadmat\n",
|
|
"def make_map(bbox, projection=ccrs.PlateCarree()):\n",
|
|
" fig, ax = plt.subplots(figsize=(16, 9),\n",
|
|
" subplot_kw=dict(projection=projection))\n",
|
|
" ax.set_extent(bbox)\n",
|
|
" ax.coastlines(resolution='50m')\n",
|
|
" gl = ax.gridlines(draw_labels=True)\n",
|
|
" gl.xlabels_top = gl.ylabels_right = False\n",
|
|
" gl.xformatter = LONGITUDE_FORMATTER\n",
|
|
" gl.yformatter = LATITUDE_FORMATTER\n",
|
|
" return fig, ax\n",
|
|
"\n",
|
|
"cmap = plt.get_cmap('rainbow')\n",
|
|
"bbox = [lons.min(), lons.max(), lats.min(), lats.max()]\n",
|
|
"fig, ax = make_map(bbox=bbox)\n",
|
|
"cs = ax.pcolormesh(lons, lats, data, cmap=cmap)\n",
|
|
"cbar = fig.colorbar(cs, extend='both', shrink=0.5, orientation='horizontal')\n",
|
|
"cbar.set_label(grid.getLocationName().decode('UTF-8') +\" \" \\\n",
|
|
" + grid.getLevel().decode('UTF-8') + \" \" \\\n",
|
|
" + grid.getParameter().decode('UTF-8') \\\n",
|
|
" + \" (\" + grid.getUnit().decode('UTF-8') + \") \" \\\n",
|
|
" + \"valid \" + str(grid.getDataTime().getRefTime()))"
|
|
]
|
|
},
|
|
{
|
|
"cell_type": "markdown",
|
|
"metadata": {},
|
|
"source": [
|
|
"**2. contourf**"
|
|
]
|
|
},
|
|
{
|
|
"cell_type": "code",
|
|
"execution_count": 9,
|
|
"metadata": {},
|
|
"outputs": [
|
|
{
|
|
"data": {
|
|
"image/png": 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\n",
|
|
"text/plain": [
|
|
"<Figure size 1152x648 with 2 Axes>"
|
|
]
|
|
},
|
|
"metadata": {
|
|
"needs_background": "light"
|
|
},
|
|
"output_type": "display_data"
|
|
}
|
|
],
|
|
"source": [
|
|
"fig2, ax2 = make_map(bbox=bbox)\n",
|
|
"cs2 = ax2.contourf(lons, lats, data, 80, cmap=cmap,\n",
|
|
" vmin=data.min(), vmax=data.max())\n",
|
|
"cbar2 = fig2.colorbar(cs2, extend='both', shrink=0.5, orientation='horizontal')\n",
|
|
"cbar2.set_label(grid.getLocationName().decode('UTF-8') +\" \" \\\n",
|
|
" + grid.getLevel().decode('UTF-8') + \" \" \\\n",
|
|
" + grid.getParameter().decode('UTF-8') \\\n",
|
|
" + \" (\" + grid.getUnit().decode('UTF-8') + \") \" \\\n",
|
|
" + \"valid \" + str(grid.getDataTime().getRefTime()))"
|
|
]
|
|
}
|
|
],
|
|
"metadata": {
|
|
"kernelspec": {
|
|
"display_name": "Python 3",
|
|
"language": "python",
|
|
"name": "python3"
|
|
},
|
|
"language_info": {
|
|
"codemirror_mode": {
|
|
"name": "ipython",
|
|
"version": 3
|
|
},
|
|
"file_extension": ".py",
|
|
"mimetype": "text/x-python",
|
|
"name": "python",
|
|
"nbconvert_exporter": "python",
|
|
"pygments_lexer": "ipython3",
|
|
"version": "3.6.6"
|
|
}
|
|
},
|
|
"nbformat": 4,
|
|
"nbformat_minor": 1
|
|
}
|