python-awips/examples/notebooks/Grid_Levels_and_Parameters.ipynb
2018-10-09 13:39:16 -06:00

1019 lines
473 KiB
Text

{
"cells": [
{
"cell_type": "markdown",
"metadata": {},
"source": [
"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."
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"## DataAccessLayer.getSupportedDatatypes()\n",
"\n",
"getSupportedDatatypes() returns a list of available data types offered by the EDEX server defined above. "
]
},
{
"cell_type": "code",
"execution_count": 1,
"metadata": {},
"outputs": [
{
"data": {
"text/plain": [
"['acars',\n",
" 'binlightning',\n",
" 'bufrmosAVN',\n",
" 'bufrmosETA',\n",
" 'bufrmosGFS',\n",
" 'bufrmosHPC',\n",
" 'bufrmosLAMP',\n",
" 'bufrmosMRF',\n",
" 'bufrua',\n",
" 'climate',\n",
" 'common_obs_spatial',\n",
" 'gfe',\n",
" 'gfeEditArea',\n",
" 'grid',\n",
" 'maps',\n",
" 'modelsounding',\n",
" 'obs',\n",
" 'practicewarning',\n",
" 'profiler',\n",
" 'radar',\n",
" 'radar_spatial',\n",
" 'satellite',\n",
" 'sfcobs',\n",
" 'topo',\n",
" 'warning']"
]
},
"execution_count": 1,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"from awips.dataaccess import DataAccessLayer\n",
"import unittest\n",
"\n",
"DataAccessLayer.changeEDEXHost(\"edex-cloud.unidata.ucar.edu\")\n",
"dataTypes = DataAccessLayer.getSupportedDatatypes()\n",
"dataTypes.sort()\n",
"list(dataTypes)"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"## DataAccessLayer.getAvailableLocationNames()\n",
"\n",
"Now create a new data request, and set the data type to **grid** to request all available grids with **getAvailableLocationNames()**"
]
},
{
"cell_type": "code",
"execution_count": 2,
"metadata": {},
"outputs": [
{
"data": {
"text/plain": [
"['CMC',\n",
" 'ESTOFS',\n",
" 'ETSS',\n",
" 'FFG-ALR',\n",
" 'FFG-FWR',\n",
" 'FFG-KRF',\n",
" 'FFG-MSR',\n",
" 'FFG-ORN',\n",
" 'FFG-PTR',\n",
" 'FFG-RHA',\n",
" 'FFG-RSA',\n",
" 'FFG-STR',\n",
" 'FFG-TAR',\n",
" 'FFG-TIR',\n",
" 'FFG-TUA',\n",
" 'FNMOC-FAROP',\n",
" 'FNMOC-NCODA',\n",
" 'GFS',\n",
" 'GFS20',\n",
" 'GribModel:9:159:180',\n",
" 'HFR-EAST_6KM',\n",
" 'HFR-EAST_PR_6KM',\n",
" 'HFR-US_EAST_DELAWARE_1KM',\n",
" 'HFR-US_EAST_FLORIDA_2KM',\n",
" 'HFR-US_EAST_NORTH_2KM',\n",
" 'HFR-US_EAST_SOUTH_2KM',\n",
" 'HFR-US_EAST_VIRGINIA_1KM',\n",
" 'HFR-US_HAWAII_1KM',\n",
" 'HFR-US_HAWAII_2KM',\n",
" 'HFR-US_HAWAII_6KM',\n",
" 'HFR-US_WEST_500M',\n",
" 'HFR-US_WEST_CENCAL_2KM',\n",
" 'HFR-US_WEST_LOSANGELES_1KM',\n",
" 'HFR-US_WEST_LOSOSOS_1KM',\n",
" 'HFR-US_WEST_NORTH_2KM',\n",
" 'HFR-US_WEST_SANFRAN_1KM',\n",
" 'HFR-US_WEST_SOCAL_2KM',\n",
" 'HFR-US_WEST_WASHINGTON_1KM',\n",
" 'HFR-WEST_6KM',\n",
" 'HPCGuide',\n",
" 'HPCqpf',\n",
" 'HPCqpfNDFD',\n",
" 'HRRR',\n",
" 'LAMP2p5',\n",
" 'MOSGuide',\n",
" 'NAM12',\n",
" 'NAM40',\n",
" 'NCWF',\n",
" 'NOHRSC-SNOW',\n",
" 'NationalBlend',\n",
" 'PROB3HR',\n",
" 'QPE-RFC-STR',\n",
" 'RAP13',\n",
" 'RFCqpf',\n",
" 'RTMA',\n",
" 'SPCGuide',\n",
" 'SeaIce',\n",
" 'TPCWindProb',\n",
" 'UKMET-MODEL1',\n",
" 'URMA25',\n",
" 'fnmocWave',\n",
" 'nogaps']"
]
},
"execution_count": 2,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"request = DataAccessLayer.newDataRequest()\n",
"request.setDatatype(\"grid\")\n",
"available_grids = DataAccessLayer.getAvailableLocationNames(request)\n",
"available_grids.sort()\n",
"list(available_grids)"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"## DataAccessLayer.getAvailableParameters()\n",
"\n",
"After datatype and model name (locationName) are set, you can query all available parameters with **getAvailableParameters()**"
]
},
{
"cell_type": "code",
"execution_count": 3,
"metadata": {},
"outputs": [
{
"data": {
"text/plain": [
"['0to5',\n",
" '2xTP6hr',\n",
" '36SHRMi',\n",
" '50dbzZ',\n",
" 'AV',\n",
" 'Along',\n",
" 'AppT',\n",
" 'BLI',\n",
" 'BRN',\n",
" 'BRNEHIi',\n",
" 'BRNSHR',\n",
" 'BRNmag',\n",
" 'BRNvec',\n",
" 'BdEPT06',\n",
" 'BlkMag',\n",
" 'BlkShr',\n",
" 'CAPE',\n",
" 'CFRZR',\n",
" 'CICEP',\n",
" 'CIn',\n",
" 'CP',\n",
" 'CP1hr',\n",
" 'CPr',\n",
" 'CPrD',\n",
" 'CRAIN',\n",
" 'CSNOW',\n",
" 'CURU',\n",
" 'CXR',\n",
" 'CapeStk',\n",
" 'Corf',\n",
" 'CorfF',\n",
" 'CorfFM',\n",
" 'CorfM',\n",
" 'CritT1',\n",
" 'CumNrm',\n",
" 'CumShr',\n",
" 'DIABi',\n",
" 'DivF',\n",
" 'DivFn',\n",
" 'DivFs',\n",
" 'DpD',\n",
" 'DpDt',\n",
" 'DpT',\n",
" 'Dpress',\n",
" 'DthDt',\n",
" 'EHI',\n",
" 'EHI01',\n",
" 'EHIi',\n",
" 'EPT',\n",
" 'EPTA',\n",
" 'EPTC',\n",
" 'EPTGrd',\n",
" 'EPTGrdM',\n",
" 'EPTs',\n",
" 'EPVg',\n",
" 'EPVs',\n",
" 'EPVt1',\n",
" 'EPVt2',\n",
" 'ESP',\n",
" 'ESP2',\n",
" 'FRZR12hr',\n",
" 'FRZRrun',\n",
" 'FVecs',\n",
" 'FeatMot',\n",
" 'FnVecs',\n",
" 'FsVecs',\n",
" 'Fzra1',\n",
" 'Fzra2',\n",
" 'GH',\n",
" 'GHxSM',\n",
" 'GHxSM2',\n",
" 'Gust',\n",
" 'HI',\n",
" 'HI1',\n",
" 'HI3',\n",
" 'HI4',\n",
" 'HIdx',\n",
" 'HPBL',\n",
" 'Heli',\n",
" 'HeliC',\n",
" 'INV',\n",
" 'IPLayer',\n",
" 'Into',\n",
" 'KI',\n",
" 'L-I',\n",
" 'LIsfc2x',\n",
" 'LM5',\n",
" 'LM6',\n",
" 'MAdv',\n",
" 'MCon',\n",
" 'MCon2',\n",
" 'MLLCL',\n",
" 'MMP',\n",
" 'MMSP',\n",
" 'MSFDi',\n",
" 'MSFi',\n",
" 'MSFmi',\n",
" 'MSG',\n",
" 'MTV',\n",
" 'Mix1',\n",
" 'Mix2',\n",
" 'Mmag',\n",
" 'MnT',\n",
" 'MpV',\n",
" 'MxT',\n",
" 'NBE',\n",
" 'NST',\n",
" 'NST1',\n",
" 'NST2',\n",
" 'NetIO',\n",
" 'OmDiff',\n",
" 'P',\n",
" 'PAdv',\n",
" 'PBE',\n",
" 'PEC',\n",
" 'PEC_TT24',\n",
" 'PFrnt',\n",
" 'PGrd',\n",
" 'PGrd1',\n",
" 'PGrdM',\n",
" 'PIVA',\n",
" 'PR',\n",
" 'PTvA',\n",
" 'PTyp',\n",
" 'PVV',\n",
" 'PW',\n",
" 'PW2',\n",
" 'PoT',\n",
" 'PoTA',\n",
" 'QPV1',\n",
" 'QPV2',\n",
" 'QPV3',\n",
" 'QPV4',\n",
" 'REFC',\n",
" 'RH',\n",
" 'RH_001_bin',\n",
" 'RH_002_bin',\n",
" 'RM5',\n",
" 'RM6',\n",
" 'RMGH2',\n",
" 'RMprop',\n",
" 'RMprop2',\n",
" 'RRtype',\n",
" 'RV',\n",
" 'Rain1',\n",
" 'Rain2',\n",
" 'Rain3',\n",
" 'Ro',\n",
" 'SA12hr',\n",
" 'SA1hr',\n",
" 'SA24hr',\n",
" 'SA36hr',\n",
" 'SA3hr',\n",
" 'SA48hr',\n",
" 'SA6hr',\n",
" 'SAcc',\n",
" 'SArun',\n",
" 'SH',\n",
" 'SHx',\n",
" 'SLI',\n",
" 'SNSQ',\n",
" 'SNW',\n",
" 'SNWA',\n",
" 'SRMl',\n",
" 'SRMlM',\n",
" 'SRMm',\n",
" 'SRMmM',\n",
" 'SRMr',\n",
" 'SRMrM',\n",
" 'SSP',\n",
" 'SSi',\n",
" 'STP',\n",
" 'STP1',\n",
" 'Shear',\n",
" 'ShrMag',\n",
" 'SnD',\n",
" 'Snow1',\n",
" 'Snow2',\n",
" 'Snow3',\n",
" 'SnowT',\n",
" 'St-Pr',\n",
" 'StrTP',\n",
" 'StrmMot',\n",
" 'SuCP',\n",
" 'T',\n",
" 'TAdv',\n",
" 'TGrd',\n",
" 'TGrdM',\n",
" 'TORi',\n",
" 'TORi2',\n",
" 'TP',\n",
" 'TP12hr',\n",
" 'TP168hr',\n",
" 'TP1hr',\n",
" 'TP24hr',\n",
" 'TP36hr',\n",
" 'TP3hr',\n",
" 'TP48hr',\n",
" 'TP6hr',\n",
" 'TP72hr',\n",
" 'TPrun',\n",
" 'TPx12x6',\n",
" 'TPx1x3',\n",
" 'TQIND',\n",
" 'TShrMi',\n",
" 'TV',\n",
" 'TW',\n",
" 'T_001_bin',\n",
" 'Tdef',\n",
" 'Tdend',\n",
" 'ThGrd',\n",
" 'Thom5',\n",
" 'Thom5a',\n",
" 'Thom6',\n",
" 'TmDpD',\n",
" 'Tmax',\n",
" 'Tmin',\n",
" 'Topo',\n",
" 'TotQi',\n",
" 'Tstk',\n",
" 'TwMax',\n",
" 'TwMin',\n",
" 'Twstk',\n",
" 'TxSM',\n",
" 'USTM',\n",
" 'VAdv',\n",
" 'VAdvAdvection',\n",
" 'VGP',\n",
" 'VSTM',\n",
" 'Vis',\n",
" 'WCD',\n",
" 'WD',\n",
" 'WEASD',\n",
" 'WEASD1hr',\n",
" 'WGS',\n",
" 'Wind',\n",
" 'WndChl',\n",
" 'ageoVC',\n",
" 'ageoW',\n",
" 'ageoWM',\n",
" 'cCape',\n",
" 'cCin',\n",
" 'cTOT',\n",
" 'capeToLvl',\n",
" 'dCape',\n",
" 'dGH12',\n",
" 'dP',\n",
" 'dP1hr',\n",
" 'dP3hr',\n",
" 'dP6hr',\n",
" 'dPW1hr',\n",
" 'dPW3hr',\n",
" 'dPW6hr',\n",
" 'dT',\n",
" 'dVAdv',\n",
" 'dZ',\n",
" 'defV',\n",
" 'del2gH',\n",
" 'df',\n",
" 'fGen',\n",
" 'fnD',\n",
" 'fsD',\n",
" 'gamma',\n",
" 'gammaE',\n",
" 'geoVort',\n",
" 'geoW',\n",
" 'geoWM',\n",
" 'loCape',\n",
" 'maxEPT',\n",
" 'minEPT',\n",
" 'mixRat',\n",
" 'msl-P',\n",
" 'muCape',\n",
" 'pV',\n",
" 'pVeq',\n",
" 'qDiv',\n",
" 'qVec',\n",
" 'qnVec',\n",
" 'qsVec',\n",
" 'shWlt',\n",
" 'snoRat',\n",
" 'snoRatCrocus',\n",
" 'snoRatEMCSREF',\n",
" 'snoRatOv2',\n",
" 'snoRatSPC',\n",
" 'snoRatSPCdeep',\n",
" 'snoRatSPCsurface',\n",
" 'staticCoriolis',\n",
" 'staticSpacing',\n",
" 'staticTopo',\n",
" 'swtIdx',\n",
" 'tTOT',\n",
" 'tWind',\n",
" 'tWindU',\n",
" 'tWindV',\n",
" 'uFX',\n",
" 'uW',\n",
" 'uWStk',\n",
" 'ulSnoRat',\n",
" 'vSmthW',\n",
" 'vTOT',\n",
" 'vW',\n",
" 'vWStk',\n",
" 'vertCirc',\n",
" 'wDiv',\n",
" 'wSp',\n",
" 'wSp_001_bin',\n",
" 'wSp_002_bin',\n",
" 'wSp_003_bin',\n",
" 'wSp_004_bin',\n",
" '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": [
"100.0MB\n",
"175.0MB\n",
"125.0MB\n",
"200.0MB\n",
"150.0MB\n",
"250.0MB\n",
"225.0MB\n",
"275.0MB\n",
"300.0MB\n",
"325.0MB\n",
"350.0MB\n",
"400.0MB\n",
"375.0MB\n",
"425.0MB\n",
"450.0MB\n",
"475.0MB\n",
"500.0MB\n",
"525.0MB\n",
"550.0MB\n",
"575.0MB\n",
"650.0MB\n",
"625.0MB\n",
"600.0MB\n",
"675.0MB\n",
"700.0MB\n",
"725.0MB\n",
"750.0MB\n",
"775.0MB\n",
"825.0MB\n",
"800.0MB\n",
"850.0MB\n",
"875.0MB\n",
"900.0MB\n",
"925.0MB\n",
"975.0MB\n",
"1000.0MB\n",
"0.0SFC\n",
"950.0MB\n",
"0.0TROP\n",
"340.0_350.0K\n",
"290.0_300.0K\n",
"700.0_600.0MB\n",
"700.0_300.0MB\n",
"320.0Ke\n",
"800.0_750.0MB\n",
"0.0_610.0FHAG\n",
"60.0TILT\n",
"5.3TILT\n",
"1000.0_900.0MB\n",
"340.0K\n",
"1000.0_500.0MB\n",
"5500.0_6000.0FHAG\n",
"255.0K\n",
"255.0_265.0K\n",
"3000.0_6000.0FHAG\n",
"25.0TILT\n",
"2000.0FHAG\n",
"0.0_500.0FHAG\n",
"1000.0_850.0MB\n",
"850.0_250.0MB\n",
"280.0_290.0Ke\n",
"1524.0FHAG\n",
"320.0_330.0K\n",
"0.0TILT\n",
"150.0_180.0BL\n",
"0.0_30.0BL\n",
"310.0_320.0Ke\n",
"310.0Ke\n",
"330.0K\n",
"900.0_800.0MB\n",
"550.0_500.0MB\n",
"2.4TILT\n",
"50.0TILT\n",
"3500.0FHAG\n",
"35.0TILT\n",
"12.0TILT\n",
"300.0_310.0K\n",
"3000.0_12000.0FHAG\n",
"0.9TILT\n",
"320.0K\n",
"400.0_350.0MB\n",
"500.0FHAG\n",
"750.0_700.0MB\n",
"1000.0_400.0MB\n",
"345.0K\n",
"250.0_260.0K\n",
"300.0Ke\n",
"290.0Ke\n",
"950.0_900.0MB\n",
"4572.0FHAG\n",
"275.0_285.0Ke\n",
"335.0Ke\n",
"295.0_305.0Ke\n",
"275.0_285.0K\n",
"600.0_550.0MB\n",
"310.0K\n",
"9000.0FHAG\n",
"335.0K\n",
"1000.0_7000.0FHAG\n",
"700.0_500.0MB\n",
"9144.0FHAG\n",
"325.0_335.0K\n",
"2000.0_8000.0FHAG\n",
"0.0_609.6FHAG\n",
"300.0K\n",
"0.0MAXOMEGA\n",
"315.0_325.0K\n",
"325.0K\n",
"340.0Ke\n",
"0.0_4000.0FHAG\n",
"5000.0_5500.0FHAG\n",
"300.0_250.0MB\n",
"1.5TILT\n",
"335.0_345.0K\n",
"2.0FHAG\n",
"315.0K\n",
"3.4TILT\n",
"2500.0FHAG\n",
"10000.0FHAG\n",
"0.0_2000.0FHAG\n",
"7000.0FHAG\n",
"0.0_1000.0FHAG\n",
"5000.0FHAG\n",
"330.0Ke\n",
"90.0_120.0BL\n",
"500.0_400.0MB\n",
"1000.0_1500.0FHAG\n",
"305.0K\n",
"285.0_295.0Ke\n",
"14.0TILT\n",
"3000.0_3500.0FHAG\n",
"325.0_335.0Ke\n",
"2000.0_5000.0FHAG\n",
"7620.0FHAG\n",
"850.0_800.0MB\n",
"120.0_150.0BL\n",
"6096.0FHAG\n",
"6000.0_7000.0FHAG\n",
"2000.0_7000.0FHAG\n",
"9000.0_10000.0FHAG\n",
"295.0Ke\n",
"305.0Ke\n",
"30.0_60.0BL\n",
"265.0_275.0K\n",
"7000.0_8000.0FHAG\n",
"3000.0_8000.0FHAG\n",
"700.0_650.0MB\n",
"1000.0_6000.0FHAG\n",
"0.5TILT\n",
"450.0_400.0MB\n",
"1.8TILT\n",
"330.0_340.0K\n",
"800.0_700.0MB\n",
"850.0_300.0MB\n",
"4000.0FHAG\n",
"6.0TILT\n",
"900.0_850.0MB\n",
"3657.6FHAG\n",
"0.0_5000.0FHAG\n",
"320.0_330.0Ke\n",
"8.7TILT\n",
"650.0_600.0MB\n",
"0.0FHAG\n",
"600.0_400.0MB\n",
"55.0TILT\n",
"270.0_280.0Ke\n",
"30.0TILT\n",
"310.0_320.0K\n",
"1500.0FHAG\n",
"1000.0_950.0MB\n",
"1.0PV\n",
"5500.0FHAG\n",
"250.0_200.0MB\n",
"1.5PV\n",
"500.0_1000.0FHAG\n",
"400.0_300.0MB\n",
"500.0_100.0MB\n",
"1000.0_3000.0FHAG\n",
"8000.0FHAG\n",
"285.0Ke\n",
"290.0K\n",
"305.0_315.0K\n",
"285.0_295.0K\n",
"0.0_2500.0FHAG\n",
"925.0_850.0MB\n",
"275.0Ke\n",
"1500.0_2000.0FHAG\n",
"2.0PV\n",
"300.0_200.0MB\n",
"610.0_40000.0FHAG\n",
"260.0_270.0K\n",
"0.0_6000.0FHAG\n",
"2743.2FHAG\n",
"3000.0FHAG\n",
"315.0_325.0Ke\n",
"600.0_500.0MB\n",
"16.7TILT\n",
"0.5PV\n",
"280.0K\n",
"500.0_250.0MB\n",
"40.0TILT\n",
"1000.0FHAG\n",
"3048.0FHAG\n",
"400.0_200.0MB\n",
"300.0_310.0Ke\n",
"270.0_280.0K\n",
"1000.0_700.0MB\n",
"45.0TILT\n",
"850.0_500.0MB\n",
"60.0_90.0BL\n",
"2500.0_3000.0FHAG\n",
"609.6FHAG\n",
"0.0_8000.0FHAG\n",
"295.0K\n",
"4.3TILT\n",
"295.0_305.0K\n",
"330.0_340.0Ke\n",
"270.0K\n",
"4000.0_4500.0FHAG\n",
"280.0_290.0K\n",
"925.0_700.0MB\n",
"0.0_1500.0FHAG\n",
"260.0K\n",
"10.0TILT\n",
"3500.0_4000.0FHAG\n",
"325.0Ke\n",
"285.0K\n",
"290.0_300.0Ke\n",
"7.5TILT\n",
"1828.8FHAG\n",
"280.0Ke\n",
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"305.0_315.0Ke\n",
"250.0K\n",
"4500.0FHAG\n",
"1250.0FHAG\n",
"0.0_10000.0FHAG\n",
"4500.0_5000.0FHAG\n",
"250.0_350.0K\n",
"270.0Ke\n",
"275.0K\n",
"315.0Ke\n",
"500.0_300.0MB\n",
"350.0_300.0MB\n",
"750.0FHAG\n",
"19.5TILT\n",
"0.0_3000.0FHAG\n",
"2000.0_2500.0FHAG\n",
"850.0_700.0MB\n",
"350.0K\n",
"265.0K\n",
"6000.0FHAG\n",
"8000.0_9000.0FHAG\n",
"2000.0_3000.0FHAG\n"
]
}
],
"source": [
"request.setParameters(\"T\")\n",
"availableLevels = DataAccessLayer.getAvailableLevels(request)\n",
"for lvl in availableLevels:\n",
" print(lvl)"
]
},
{
"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: 2018-10-09 18:00:00 >,\n",
" <DataTime instance: 2018-10-09 18:00:00 >,\n",
" <DataTime instance: 2018-10-09 18:00:00 >,\n",
" <DataTime instance: 2018-10-09 18:00:00 >,\n",
" <DataTime instance: 2018-10-09 18:00:00 >,\n",
" <DataTime instance: 2018-10-09 18:00:00 >,\n",
" <DataTime instance: 2018-10-09 18:00:00 >,\n",
" <DataTime instance: 2018-10-09 18:00:00 >,\n",
" <DataTime instance: 2018-10-09 18:00:00 >,\n",
" <DataTime instance: 2018-10-09 18:00:00 >,\n",
" <DataTime instance: 2018-10-09 18:00:00 >,\n",
" <DataTime instance: 2018-10-09 18:00:00 >,\n",
" <DataTime instance: 2018-10-09 18:00:00 >,\n",
" <DataTime instance: 2018-10-09 18:00:00 >,\n",
" <DataTime instance: 2018-10-09 18:00:00 >,\n",
" <DataTime instance: 2018-10-09 18:00:00 >,\n",
" <DataTime instance: 2018-10-09 18:00:00 >,\n",
" <DataTime instance: 2018-10-09 18:00:00 >,\n",
" <DataTime instance: 2018-10-09 18:00:00 >]"
]
},
"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 : 2018-10-09 18:00:00\n",
"Model: RAP13\n",
"Parm : T\n",
"Unit : 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": {
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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() +\" \" + grid.getLevel() + \" \" \\\n",
" + grid.getParameter() + \" (\" + grid.getUnit() + \") \" \\\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() +\" \" + grid.getLevel() + \" \" \\\n",
" + grid.getParameter() + \" (\" + grid.getUnit() + \") \" \\\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
}