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< div class = "section" id = "grid-levels-and-parameters" >
< h1 > Grid Levels and Parameters< a class = "headerlink" href = "#grid-levels-and-parameters" title = "Permalink to this headline" > ¶< / a > < / h1 >
< p > < a class = "reference external" href = "http://nbviewer.ipython.org/github/Unidata/python-awips/blob/master/examples/notebooks/Grid_Levels_and_Parameters.ipynb" > Notebook< / a >
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This example covers the callable methods of python-awips 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
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information. Finally the gridded data is plotted for its domain using
Matplotlib and Cartopy.< / p >
< div class = "section" id = "dataaccesslayer-getsupporteddatatypes" >
< h2 > DataAccessLayer.getSupportedDatatypes()< a class = "headerlink" href = "#dataaccesslayer-getsupporteddatatypes" title = "Permalink to this headline" > ¶< / a > < / h2 >
< p > getSupportedDatatypes() returns a list of available data types offered
by the EDEX server defined above.< / p >
< div class = "highlight-ipython3 notranslate" > < div class = "highlight" > < pre > < span > < / span > < span class = "kn" > from< / span > < span class = "nn" > awips.dataaccess< / span > < span class = "kn" > import< / span > < span class = "n" > DataAccessLayer< / span >
< span class = "kn" > import< / span > < span class = "nn" > unittest< / span >
< span class = "n" > DataAccessLayer< / span > < span class = "o" > .< / span > < span class = "n" > changeEDEXHost< / span > < span class = "p" > (< / span > < span class = "s2" > " edex-cloud.unidata.ucar.edu" < / span > < span class = "p" > )< / span >
< span class = "n" > dataTypes< / span > < span class = "o" > =< / span > < span class = "n" > DataAccessLayer< / span > < span class = "o" > .< / span > < span class = "n" > getSupportedDatatypes< / span > < span class = "p" > ()< / span >
< span class = "n" > dataTypes< / span > < span class = "o" > .< / span > < span class = "n" > sort< / span > < span class = "p" > ()< / span >
< span class = "nb" > list< / span > < span class = "p" > (< / span > < span class = "n" > dataTypes< / span > < span class = "p" > )< / span >
< / pre > < / div >
< / div >
< div class = "highlight-default notranslate" > < div class = "highlight" > < pre > < span > < / span > < span class = "p" > [< / span > < span class = "s1" > ' acars' < / span > < span class = "p" > ,< / span >
< span class = "s1" > ' airep' < / span > < span class = "p" > ,< / span >
< span class = "s1" > ' binlightning' < / span > < span class = "p" > ,< / span >
< span class = "s1" > ' bufrmosAVN' < / span > < span class = "p" > ,< / span >
< span class = "s1" > ' bufrmosETA' < / span > < span class = "p" > ,< / span >
< span class = "s1" > ' bufrmosGFS' < / span > < span class = "p" > ,< / span >
< span class = "s1" > ' bufrmosHPC' < / span > < span class = "p" > ,< / span >
< span class = "s1" > ' bufrmosLAMP' < / span > < span class = "p" > ,< / span >
< span class = "s1" > ' bufrmosMRF' < / span > < span class = "p" > ,< / span >
< span class = "s1" > ' bufrua' < / span > < span class = "p" > ,< / span >
< span class = "s1" > ' climate' < / span > < span class = "p" > ,< / span >
< span class = "s1" > ' common_obs_spatial' < / span > < span class = "p" > ,< / span >
< span class = "s1" > ' gfe' < / span > < span class = "p" > ,< / span >
< span class = "s1" > ' gfeEditArea' < / span > < span class = "p" > ,< / span >
< span class = "s1" > ' grid' < / span > < span class = "p" > ,< / span >
< span class = "s1" > ' maps' < / span > < span class = "p" > ,< / span >
< span class = "s1" > ' modelsounding' < / span > < span class = "p" > ,< / span >
< span class = "s1" > ' obs' < / span > < span class = "p" > ,< / span >
< span class = "s1" > ' pirep' < / span > < span class = "p" > ,< / span >
< span class = "s1" > ' practicewarning' < / span > < span class = "p" > ,< / span >
< span class = "s1" > ' profiler' < / span > < span class = "p" > ,< / span >
< span class = "s1" > ' radar' < / span > < span class = "p" > ,< / span >
< span class = "s1" > ' radar_spatial' < / span > < span class = "p" > ,< / span >
< span class = "s1" > ' satellite' < / span > < span class = "p" > ,< / span >
< span class = "s1" > ' sfcobs' < / span > < span class = "p" > ,< / span >
< span class = "s1" > ' topo' < / span > < span class = "p" > ,< / span >
< span class = "s1" > ' warning' < / span > < span class = "p" > ]< / span >
< / pre > < / div >
< / div >
< / div >
< div class = "section" id = "dataaccesslayer-getavailablelocationnames" >
< h2 > DataAccessLayer.getAvailableLocationNames()< a class = "headerlink" href = "#dataaccesslayer-getavailablelocationnames" title = "Permalink to this headline" > ¶< / a > < / h2 >
< p > Now create a new data request, and set the data type to < strong > grid< / strong > to
request all available grids with < strong > getAvailableLocationNames()< / strong > < / p >
< div class = "highlight-ipython3 notranslate" > < div class = "highlight" > < pre > < span > < / span > < span class = "n" > request< / span > < span class = "o" > =< / span > < span class = "n" > DataAccessLayer< / span > < span class = "o" > .< / span > < span class = "n" > newDataRequest< / span > < span class = "p" > ()< / span >
< span class = "n" > request< / span > < span class = "o" > .< / span > < span class = "n" > setDatatype< / span > < span class = "p" > (< / span > < span class = "s2" > " grid" < / span > < span class = "p" > )< / span >
< span class = "n" > available_grids< / span > < span class = "o" > =< / span > < span class = "n" > DataAccessLayer< / span > < span class = "o" > .< / span > < span class = "n" > getAvailableLocationNames< / span > < span class = "p" > (< / span > < span class = "n" > request< / span > < span class = "p" > )< / span >
< span class = "n" > available_grids< / span > < span class = "o" > .< / span > < span class = "n" > sort< / span > < span class = "p" > ()< / span >
< span class = "nb" > list< / span > < span class = "p" > (< / span > < span class = "n" > available_grids< / span > < span class = "p" > )< / span >
< / pre > < / div >
< / div >
< div class = "highlight-default notranslate" > < div class = "highlight" > < pre > < span > < / span > < span class = "p" > [< / span > < span class = "s1" > ' AUTOSPE' < / span > < span class = "p" > ,< / span >
< span class = "s1" > ' CMC' < / span > < span class = "p" > ,< / span >
< span class = "s1" > ' ESTOFS' < / span > < span class = "p" > ,< / span >
< span class = "s1" > ' ETSS' < / span > < span class = "p" > ,< / span >
< span class = "s1" > ' FFG-ALR' < / span > < span class = "p" > ,< / span >
< span class = "s1" > ' FFG-FWR' < / span > < span class = "p" > ,< / span >
< span class = "s1" > ' FFG-KRF' < / span > < span class = "p" > ,< / span >
< span class = "s1" > ' FFG-MSR' < / span > < span class = "p" > ,< / span >
< span class = "s1" > ' FFG-ORN' < / span > < span class = "p" > ,< / span >
< span class = "s1" > ' FFG-PTR' < / span > < span class = "p" > ,< / span >
< span class = "s1" > ' FFG-RHA' < / span > < span class = "p" > ,< / span >
< span class = "s1" > ' FFG-RSA' < / span > < span class = "p" > ,< / span >
< span class = "s1" > ' FFG-STR' < / span > < span class = "p" > ,< / span >
< span class = "s1" > ' FFG-TAR' < / span > < span class = "p" > ,< / span >
< span class = "s1" > ' FFG-TIR' < / span > < span class = "p" > ,< / span >
< span class = "s1" > ' FFG-TUA' < / span > < span class = "p" > ,< / span >
< span class = "s1" > ' GEFS' < / span > < span class = "p" > ,< / span >
< span class = "s1" > ' GFS' < / span > < span class = "p" > ,< / span >
< span class = "s1" > ' GFS20' < / span > < span class = "p" > ,< / span >
< span class = "s1" > ' HFR-EAST_6KM' < / span > < span class = "p" > ,< / span >
< span class = "s1" > ' HFR-EAST_PR_6KM' < / span > < span class = "p" > ,< / span >
< span class = "s1" > ' HFR-US_EAST_DELAWARE_1KM' < / span > < span class = "p" > ,< / span >
< span class = "s1" > ' HFR-US_EAST_FLORIDA_2KM' < / span > < span class = "p" > ,< / span >
< span class = "s1" > ' HFR-US_EAST_NORTH_2KM' < / span > < span class = "p" > ,< / span >
< span class = "s1" > ' HFR-US_EAST_SOUTH_2KM' < / span > < span class = "p" > ,< / span >
< span class = "s1" > ' HFR-US_EAST_VIRGINIA_1KM' < / span > < span class = "p" > ,< / span >
< span class = "s1" > ' HFR-US_HAWAII_1KM' < / span > < span class = "p" > ,< / span >
< span class = "s1" > ' HFR-US_HAWAII_2KM' < / span > < span class = "p" > ,< / span >
< span class = "s1" > ' HFR-US_HAWAII_6KM' < / span > < span class = "p" > ,< / span >
< span class = "s1" > ' HFR-US_WEST_500M' < / span > < span class = "p" > ,< / span >
< span class = "s1" > ' HFR-US_WEST_CENCAL_2KM' < / span > < span class = "p" > ,< / span >
< span class = "s1" > ' HFR-US_WEST_LOSANGELES_1KM' < / span > < span class = "p" > ,< / span >
< span class = "s1" > ' HFR-US_WEST_LOSOSOS_1KM' < / span > < span class = "p" > ,< / span >
< span class = "s1" > ' HFR-US_WEST_NORTH_2KM' < / span > < span class = "p" > ,< / span >
< span class = "s1" > ' HFR-US_WEST_SANFRAN_1KM' < / span > < span class = "p" > ,< / span >
< span class = "s1" > ' HFR-US_WEST_SOCAL_2KM' < / span > < span class = "p" > ,< / span >
< span class = "s1" > ' HFR-US_WEST_WASHINGTON_1KM' < / span > < span class = "p" > ,< / span >
< span class = "s1" > ' HFR-WEST_6KM' < / span > < span class = "p" > ,< / span >
< span class = "s1" > ' HPCGuide' < / span > < span class = "p" > ,< / span >
< span class = "s1" > ' HPCqpfNDFD' < / span > < span class = "p" > ,< / span >
< span class = "s1" > ' HRRR' < / span > < span class = "p" > ,< / span >
< span class = "s1" > ' LAMP2p5' < / span > < span class = "p" > ,< / span >
< span class = "s1" > ' MRMS_0500' < / span > < span class = "p" > ,< / span >
< span class = "s1" > ' MRMS_1000' < / span > < span class = "p" > ,< / span >
< span class = "s1" > ' NAM12' < / span > < span class = "p" > ,< / span >
< span class = "s1" > ' NAM40' < / span > < span class = "p" > ,< / span >
< span class = "s1" > ' NOHRSC-SNOW' < / span > < span class = "p" > ,< / span >
< span class = "s1" > ' NationalBlend' < / span > < span class = "p" > ,< / span >
< span class = "s1" > ' RAP13' < / span > < span class = "p" > ,< / span >
< span class = "s1" > ' RTMA' < / span > < span class = "p" > ,< / span >
< span class = "s1" > ' RTOFS-Now-WestAtl' < / span > < span class = "p" > ,< / span >
< span class = "s1" > ' RTOFS-Now-WestConus' < / span > < span class = "p" > ,< / span >
< span class = "s1" > ' RTOFS-WestAtl' < / span > < span class = "p" > ,< / span >
< span class = "s1" > ' RTOFS-WestConus' < / span > < span class = "p" > ,< / span >
< span class = "s1" > ' SPCGuide' < / span > < span class = "p" > ,< / span >
< span class = "s1" > ' SeaIce' < / span > < span class = "p" > ,< / span >
< span class = "s1" > ' TPCWindProb' < / span > < span class = "p" > ,< / span >
< span class = "s1" > ' URMA25' < / span > < span class = "p" > ,< / span >
< span class = "s1" > ' WaveWatch' < / span > < span class = "p" > ]< / span >
< / pre > < / div >
< / div >
< / div >
< div class = "section" id = "dataaccesslayer-getavailableparameters" >
< h2 > DataAccessLayer.getAvailableParameters()< a class = "headerlink" href = "#dataaccesslayer-getavailableparameters" title = "Permalink to this headline" > ¶< / a > < / h2 >
< p > After datatype and model name (locationName) are set, you can query all
available parameters with < strong > getAvailableParameters()< / strong > < / p >
< div class = "highlight-ipython3 notranslate" > < div class = "highlight" > < pre > < span > < / span > < span class = "n" > request< / span > < span class = "o" > .< / span > < span class = "n" > setLocationNames< / span > < span class = "p" > (< / span > < span class = "s2" > " RAP13" < / span > < span class = "p" > )< / span >
< span class = "n" > availableParms< / span > < span class = "o" > =< / span > < span class = "n" > DataAccessLayer< / span > < span class = "o" > .< / span > < span class = "n" > getAvailableParameters< / span > < span class = "p" > (< / span > < span class = "n" > request< / span > < span class = "p" > )< / span >
< span class = "n" > availableParms< / span > < span class = "o" > .< / span > < span class = "n" > sort< / span > < span class = "p" > ()< / span >
< span class = "nb" > list< / span > < span class = "p" > (< / span > < span class = "n" > availableParms< / span > < span class = "p" > )< / span >
< / pre > < / div >
< / div >
< div class = "highlight-default notranslate" > < div class = "highlight" > < pre > < span > < / span > < span class = "p" > [< / span > < span class = "s1" > ' 36SHRMi' < / span > < span class = "p" > ,< / span >
< span class = "s1" > ' 50dbzZ' < / span > < span class = "p" > ,< / span >
< span class = "s1" > ' AV' < / span > < span class = "p" > ,< / span >
< span class = "s1" > ' Along' < / span > < span class = "p" > ,< / span >
< span class = "s1" > ' AppT' < / span > < span class = "p" > ,< / span >
< span class = "s1" > ' BLI' < / span > < span class = "p" > ,< / span >
< span class = "s1" > ' BRN' < / span > < span class = "p" > ,< / span >
< span class = "s1" > ' BRNEHIi' < / span > < span class = "p" > ,< / span >
< span class = "s1" > ' BRNSHR' < / span > < span class = "p" > ,< / span >
< span class = "s1" > ' BRNmag' < / span > < span class = "p" > ,< / span >
< span class = "s1" > ' BRNvec' < / span > < span class = "p" > ,< / span >
< span class = "s1" > ' BdEPT06' < / span > < span class = "p" > ,< / span >
< span class = "s1" > ' BlkMag' < / span > < span class = "p" > ,< / span >
< span class = "s1" > ' BlkShr' < / span > < span class = "p" > ,< / span >
< span class = "s1" > ' CAPE' < / span > < span class = "p" > ,< / span >
< span class = "s1" > ' CFRZR' < / span > < span class = "p" > ,< / span >
< span class = "s1" > ' CICEP' < / span > < span class = "p" > ,< / span >
< span class = "s1" > ' CIn' < / span > < span class = "p" > ,< / span >
< span class = "s1" > ' CP' < / span > < span class = "p" > ,< / span >
< span class = "s1" > ' CP1hr' < / span > < span class = "p" > ,< / span >
< span class = "s1" > ' CPr' < / span > < span class = "p" > ,< / span >
< span class = "s1" > ' CPrD' < / span > < span class = "p" > ,< / span >
< span class = "s1" > ' CRAIN' < / span > < span class = "p" > ,< / span >
< span class = "s1" > ' CSNOW' < / span > < span class = "p" > ,< / span >
< span class = "s1" > ' CURU' < / span > < span class = "p" > ,< / span >
< span class = "s1" > ' CXR' < / span > < span class = "p" > ,< / span >
< span class = "s1" > ' CapeStk' < / span > < span class = "p" > ,< / span >
< span class = "s1" > ' Corf' < / span > < span class = "p" > ,< / span >
< span class = "s1" > ' CorfF' < / span > < span class = "p" > ,< / span >
< span class = "s1" > ' CorfFM' < / span > < span class = "p" > ,< / span >
< span class = "s1" > ' CorfM' < / span > < span class = "p" > ,< / span >
< span class = "s1" > ' CritT1' < / span > < span class = "p" > ,< / span >
< span class = "s1" > ' CumNrm' < / span > < span class = "p" > ,< / span >
< span class = "s1" > ' CumShr' < / span > < span class = "p" > ,< / span >
< span class = "s1" > ' DivF' < / span > < span class = "p" > ,< / span >
< span class = "s1" > ' DivFn' < / span > < span class = "p" > ,< / span >
< span class = "s1" > ' DivFs' < / span > < span class = "p" > ,< / span >
< span class = "s1" > ' DpD' < / span > < span class = "p" > ,< / span >
< span class = "s1" > ' DpT' < / span > < span class = "p" > ,< / span >
< span class = "s1" > ' EHI' < / span > < span class = "p" > ,< / span >
< span class = "s1" > ' EHI01' < / span > < span class = "p" > ,< / span >
< span class = "s1" > ' EHIi' < / span > < span class = "p" > ,< / span >
< span class = "s1" > ' EPT' < / span > < span class = "p" > ,< / span >
< span class = "s1" > ' EPTA' < / span > < span class = "p" > ,< / span >
< span class = "s1" > ' EPTC' < / span > < span class = "p" > ,< / span >
< span class = "s1" > ' EPTGrd' < / span > < span class = "p" > ,< / span >
< span class = "s1" > ' EPTGrdM' < / span > < span class = "p" > ,< / span >
< span class = "s1" > ' EPTs' < / span > < span class = "p" > ,< / span >
< span class = "s1" > ' EPVg' < / span > < span class = "p" > ,< / span >
< span class = "s1" > ' EPVs' < / span > < span class = "p" > ,< / span >
< span class = "s1" > ' EPVt1' < / span > < span class = "p" > ,< / span >
< span class = "s1" > ' EPVt2' < / span > < span class = "p" > ,< / span >
< span class = "s1" > ' ESP' < / span > < span class = "p" > ,< / span >
< span class = "s1" > ' ESP2' < / span > < span class = "p" > ,< / span >
< span class = "s1" > ' FVecs' < / span > < span class = "p" > ,< / span >
< span class = "s1" > ' FeatMot' < / span > < span class = "p" > ,< / span >
< span class = "s1" > ' FnVecs' < / span > < span class = "p" > ,< / span >
< span class = "s1" > ' FsVecs' < / span > < span class = "p" > ,< / span >
< span class = "s1" > ' Fzra1' < / span > < span class = "p" > ,< / span >
< span class = "s1" > ' Fzra2' < / span > < span class = "p" > ,< / span >
< span class = "s1" > ' GH' < / span > < span class = "p" > ,< / span >
< span class = "s1" > ' GHxSM' < / span > < span class = "p" > ,< / span >
< span class = "s1" > ' GHxSM2' < / span > < span class = "p" > ,< / span >
< span class = "s1" > ' Gust' < / span > < span class = "p" > ,< / span >
< span class = "s1" > ' HI' < / span > < span class = "p" > ,< / span >
< span class = "s1" > ' HI1' < / span > < span class = "p" > ,< / span >
< span class = "s1" > ' HI3' < / span > < span class = "p" > ,< / span >
< span class = "s1" > ' HI4' < / span > < span class = "p" > ,< / span >
< span class = "s1" > ' HIdx' < / span > < span class = "p" > ,< / span >
< span class = "s1" > ' HPBL' < / span > < span class = "p" > ,< / span >
< span class = "s1" > ' Heli' < / span > < span class = "p" > ,< / span >
< span class = "s1" > ' HeliC' < / span > < span class = "p" > ,< / span >
< span class = "s1" > ' INV' < / span > < span class = "p" > ,< / span >
< span class = "s1" > ' IPLayer' < / span > < span class = "p" > ,< / span >
< span class = "s1" > ' Into' < / span > < span class = "p" > ,< / span >
< span class = "s1" > ' KI' < / span > < span class = "p" > ,< / span >
< span class = "s1" > ' L-I' < / span > < span class = "p" > ,< / span >
< span class = "s1" > ' LIsfc2x' < / span > < span class = "p" > ,< / span >
< span class = "s1" > ' LM5' < / span > < span class = "p" > ,< / span >
< span class = "s1" > ' LM6' < / span > < span class = "p" > ,< / span >
< span class = "s1" > ' MAdv' < / span > < span class = "p" > ,< / span >
< span class = "s1" > ' MCon' < / span > < span class = "p" > ,< / span >
< span class = "s1" > ' MCon2' < / span > < span class = "p" > ,< / span >
< span class = "s1" > ' MLLCL' < / span > < span class = "p" > ,< / span >
< span class = "s1" > ' MMP' < / span > < span class = "p" > ,< / span >
< span class = "s1" > ' MMSP' < / span > < span class = "p" > ,< / span >
< span class = "s1" > ' MSFDi' < / span > < span class = "p" > ,< / span >
< span class = "s1" > ' MSFi' < / span > < span class = "p" > ,< / span >
< span class = "s1" > ' MSFmi' < / span > < span class = "p" > ,< / span >
< span class = "s1" > ' MSG' < / span > < span class = "p" > ,< / span >
< span class = "s1" > ' MTV' < / span > < span class = "p" > ,< / span >
< span class = "s1" > ' Mix1' < / span > < span class = "p" > ,< / span >
< span class = "s1" > ' Mix2' < / span > < span class = "p" > ,< / span >
< span class = "s1" > ' Mmag' < / span > < span class = "p" > ,< / span >
< span class = "s1" > ' MpV' < / span > < span class = "p" > ,< / span >
< span class = "s1" > ' NBE' < / span > < span class = "p" > ,< / span >
< span class = "s1" > ' NST' < / span > < span class = "p" > ,< / span >
< span class = "s1" > ' NST1' < / span > < span class = "p" > ,< / span >
< span class = "s1" > ' NST2' < / span > < span class = "p" > ,< / span >
< span class = "s1" > ' OmDiff' < / span > < span class = "p" > ,< / span >
< span class = "s1" > ' P' < / span > < span class = "p" > ,< / span >
< span class = "s1" > ' PAdv' < / span > < span class = "p" > ,< / span >
< span class = "s1" > ' PBE' < / span > < span class = "p" > ,< / span >
< span class = "s1" > ' PEC' < / span > < span class = "p" > ,< / span >
< span class = "s1" > ' PFrnt' < / span > < span class = "p" > ,< / span >
< span class = "s1" > ' PGrd' < / span > < span class = "p" > ,< / span >
< span class = "s1" > ' PGrd1' < / span > < span class = "p" > ,< / span >
< span class = "s1" > ' PGrdM' < / span > < span class = "p" > ,< / span >
< span class = "s1" > ' PIVA' < / span > < span class = "p" > ,< / span >
< span class = "s1" > ' PR' < / span > < span class = "p" > ,< / span >
< span class = "s1" > ' PTvA' < / span > < span class = "p" > ,< / span >
< span class = "s1" > ' PTyp' < / span > < span class = "p" > ,< / span >
< span class = "s1" > ' PVV' < / span > < span class = "p" > ,< / span >
< span class = "s1" > ' PW' < / span > < span class = "p" > ,< / span >
< span class = "s1" > ' PW2' < / span > < span class = "p" > ,< / span >
< span class = "s1" > ' PoT' < / span > < span class = "p" > ,< / span >
< span class = "s1" > ' PoTA' < / span > < span class = "p" > ,< / span >
< span class = "s1" > ' QPV1' < / span > < span class = "p" > ,< / span >
< span class = "s1" > ' QPV2' < / span > < span class = "p" > ,< / span >
< span class = "s1" > ' QPV3' < / span > < span class = "p" > ,< / span >
< span class = "s1" > ' QPV4' < / span > < span class = "p" > ,< / span >
< span class = "s1" > ' REFC' < / span > < span class = "p" > ,< / span >
< span class = "s1" > ' RH' < / span > < span class = "p" > ,< / span >
< span class = "s1" > ' RH_001_bin' < / span > < span class = "p" > ,< / span >
< span class = "s1" > ' RH_002_bin' < / span > < span class = "p" > ,< / span >
< span class = "s1" > ' RM5' < / span > < span class = "p" > ,< / span >
< span class = "s1" > ' RM6' < / span > < span class = "p" > ,< / span >
< span class = "s1" > ' RMprop' < / span > < span class = "p" > ,< / span >
< span class = "s1" > ' RMprop2' < / span > < span class = "p" > ,< / span >
< span class = "s1" > ' RRtype' < / span > < span class = "p" > ,< / span >
< span class = "s1" > ' RV' < / span > < span class = "p" > ,< / span >
< span class = "s1" > ' Rain1' < / span > < span class = "p" > ,< / span >
< span class = "s1" > ' Rain2' < / span > < span class = "p" > ,< / span >
< span class = "s1" > ' Rain3' < / span > < span class = "p" > ,< / span >
< span class = "s1" > ' Ro' < / span > < span class = "p" > ,< / span >
< span class = "s1" > ' SH' < / span > < span class = "p" > ,< / span >
< span class = "s1" > ' SHx' < / span > < span class = "p" > ,< / span >
< span class = "s1" > ' SLI' < / span > < span class = "p" > ,< / span >
< span class = "s1" > ' SNSQ' < / span > < span class = "p" > ,< / span >
< span class = "s1" > ' SNW' < / span > < span class = "p" > ,< / span >
< span class = "s1" > ' SNWA' < / span > < span class = "p" > ,< / span >
< span class = "s1" > ' SRMl' < / span > < span class = "p" > ,< / span >
< span class = "s1" > ' SRMlM' < / span > < span class = "p" > ,< / span >
< span class = "s1" > ' SRMm' < / span > < span class = "p" > ,< / span >
< span class = "s1" > ' SRMmM' < / span > < span class = "p" > ,< / span >
< span class = "s1" > ' SRMr' < / span > < span class = "p" > ,< / span >
< span class = "s1" > ' SRMrM' < / span > < span class = "p" > ,< / span >
< span class = "s1" > ' SSP' < / span > < span class = "p" > ,< / span >
< span class = "s1" > ' SSi' < / span > < span class = "p" > ,< / span >
< span class = "s1" > ' STP' < / span > < span class = "p" > ,< / span >
< span class = "s1" > ' STP1' < / span > < span class = "p" > ,< / span >
< span class = "s1" > ' Shear' < / span > < span class = "p" > ,< / span >
< span class = "s1" > ' ShrMag' < / span > < span class = "p" > ,< / span >
< span class = "s1" > ' SnD' < / span > < span class = "p" > ,< / span >
< span class = "s1" > ' Snow1' < / span > < span class = "p" > ,< / span >
< span class = "s1" > ' Snow2' < / span > < span class = "p" > ,< / span >
< span class = "s1" > ' Snow3' < / span > < span class = "p" > ,< / span >
< span class = "s1" > ' SnowT' < / span > < span class = "p" > ,< / span >
< span class = "s1" > ' St-Pr' < / span > < span class = "p" > ,< / span >
< span class = "s1" > ' StrTP' < / span > < span class = "p" > ,< / span >
< span class = "s1" > ' StrmMot' < / span > < span class = "p" > ,< / span >
< span class = "s1" > ' SuCP' < / span > < span class = "p" > ,< / span >
< span class = "s1" > ' T' < / span > < span class = "p" > ,< / span >
< span class = "s1" > ' TAdv' < / span > < span class = "p" > ,< / span >
< span class = "s1" > ' TGrd' < / span > < span class = "p" > ,< / span >
< span class = "s1" > ' TGrdM' < / span > < span class = "p" > ,< / span >
< span class = "s1" > ' TORi' < / span > < span class = "p" > ,< / span >
< span class = "s1" > ' TORi2' < / span > < span class = "p" > ,< / span >
< span class = "s1" > ' TP' < / span > < span class = "p" > ,< / span >
< span class = "s1" > ' TP1hr' < / span > < span class = "p" > ,< / span >
< span class = "s1" > ' TQIND' < / span > < span class = "p" > ,< / span >
< span class = "s1" > ' TShrMi' < / span > < span class = "p" > ,< / span >
< span class = "s1" > ' TV' < / span > < span class = "p" > ,< / span >
< span class = "s1" > ' TW' < / span > < span class = "p" > ,< / span >
< span class = "s1" > ' T_001_bin' < / span > < span class = "p" > ,< / span >
< span class = "s1" > ' Tdef' < / span > < span class = "p" > ,< / span >
< span class = "s1" > ' Tdend' < / span > < span class = "p" > ,< / span >
< span class = "s1" > ' ThGrd' < / span > < span class = "p" > ,< / span >
< span class = "s1" > ' Thom5' < / span > < span class = "p" > ,< / span >
< span class = "s1" > ' Thom5a' < / span > < span class = "p" > ,< / span >
< span class = "s1" > ' Thom6' < / span > < span class = "p" > ,< / span >
< span class = "s1" > ' TmDpD' < / span > < span class = "p" > ,< / span >
< span class = "s1" > ' Tmax' < / span > < span class = "p" > ,< / span >
< span class = "s1" > ' Tmin' < / span > < span class = "p" > ,< / span >
< span class = "s1" > ' Topo' < / span > < span class = "p" > ,< / span >
< span class = "s1" > ' TotQi' < / span > < span class = "p" > ,< / span >
< span class = "s1" > ' Tstk' < / span > < span class = "p" > ,< / span >
< span class = "s1" > ' TwMax' < / span > < span class = "p" > ,< / span >
< span class = "s1" > ' TwMin' < / span > < span class = "p" > ,< / span >
< span class = "s1" > ' Twstk' < / span > < span class = "p" > ,< / span >
< span class = "s1" > ' TxSM' < / span > < span class = "p" > ,< / span >
< span class = "s1" > ' USTM' < / span > < span class = "p" > ,< / span >
< span class = "s1" > ' VAdv' < / span > < span class = "p" > ,< / span >
< span class = "s1" > ' VAdvAdvection' < / span > < span class = "p" > ,< / span >
< span class = "s1" > ' VGP' < / span > < span class = "p" > ,< / span >
< span class = "s1" > ' VSTM' < / span > < span class = "p" > ,< / span >
< span class = "s1" > ' Vis' < / span > < span class = "p" > ,< / span >
< span class = "s1" > ' WCD' < / span > < span class = "p" > ,< / span >
< span class = "s1" > ' WD' < / span > < span class = "p" > ,< / span >
< span class = "s1" > ' WEASD' < / span > < span class = "p" > ,< / span >
< span class = "s1" > ' WEASD1hr' < / span > < span class = "p" > ,< / span >
< span class = "s1" > ' WGS' < / span > < span class = "p" > ,< / span >
< span class = "s1" > ' Wind' < / span > < span class = "p" > ,< / span >
< span class = "s1" > ' WndChl' < / span > < span class = "p" > ,< / span >
< span class = "s1" > ' ageoVC' < / span > < span class = "p" > ,< / span >
< span class = "s1" > ' ageoW' < / span > < span class = "p" > ,< / span >
< span class = "s1" > ' ageoWM' < / span > < span class = "p" > ,< / span >
< span class = "s1" > ' cCape' < / span > < span class = "p" > ,< / span >
< span class = "s1" > ' cCin' < / span > < span class = "p" > ,< / span >
< span class = "s1" > ' cTOT' < / span > < span class = "p" > ,< / span >
< span class = "s1" > ' capeToLvl' < / span > < span class = "p" > ,< / span >
< span class = "s1" > ' dCape' < / span > < span class = "p" > ,< / span >
< span class = "s1" > ' dP' < / span > < span class = "p" > ,< / span >
< span class = "s1" > ' dT' < / span > < span class = "p" > ,< / span >
< span class = "s1" > ' dVAdv' < / span > < span class = "p" > ,< / span >
< span class = "s1" > ' dZ' < / span > < span class = "p" > ,< / span >
< span class = "s1" > ' defV' < / span > < span class = "p" > ,< / span >
< span class = "s1" > ' del2gH' < / span > < span class = "p" > ,< / span >
< span class = "s1" > ' df' < / span > < span class = "p" > ,< / span >
< span class = "s1" > ' fGen' < / span > < span class = "p" > ,< / span >
< span class = "s1" > ' fnD' < / span > < span class = "p" > ,< / span >
< span class = "s1" > ' fsD' < / span > < span class = "p" > ,< / span >
< span class = "s1" > ' gamma' < / span > < span class = "p" > ,< / span >
< span class = "s1" > ' gammaE' < / span > < span class = "p" > ,< / span >
< span class = "s1" > ' geoVort' < / span > < span class = "p" > ,< / span >
< span class = "s1" > ' geoW' < / span > < span class = "p" > ,< / span >
< span class = "s1" > ' geoWM' < / span > < span class = "p" > ,< / span >
< span class = "s1" > ' loCape' < / span > < span class = "p" > ,< / span >
< span class = "s1" > ' maxEPT' < / span > < span class = "p" > ,< / span >
< span class = "s1" > ' minEPT' < / span > < span class = "p" > ,< / span >
< span class = "s1" > ' mixRat' < / span > < span class = "p" > ,< / span >
< span class = "s1" > ' msl-P' < / span > < span class = "p" > ,< / span >
< span class = "s1" > ' muCape' < / span > < span class = "p" > ,< / span >
< span class = "s1" > ' pV' < / span > < span class = "p" > ,< / span >
< span class = "s1" > ' pVeq' < / span > < span class = "p" > ,< / span >
< span class = "s1" > ' qDiv' < / span > < span class = "p" > ,< / span >
< span class = "s1" > ' qVec' < / span > < span class = "p" > ,< / span >
< span class = "s1" > ' qnVec' < / span > < span class = "p" > ,< / span >
< span class = "s1" > ' qsVec' < / span > < span class = "p" > ,< / span >
< span class = "s1" > ' shWlt' < / span > < span class = "p" > ,< / span >
< span class = "s1" > ' snoRat' < / span > < span class = "p" > ,< / span >
< span class = "s1" > ' snoRatCrocus' < / span > < span class = "p" > ,< / span >
< span class = "s1" > ' snoRatEMCSREF' < / span > < span class = "p" > ,< / span >
< span class = "s1" > ' snoRatOv2' < / span > < span class = "p" > ,< / span >
< span class = "s1" > ' snoRatSPC' < / span > < span class = "p" > ,< / span >
< span class = "s1" > ' snoRatSPCdeep' < / span > < span class = "p" > ,< / span >
< span class = "s1" > ' snoRatSPCsurface' < / span > < span class = "p" > ,< / span >
< span class = "s1" > ' staticCoriolis' < / span > < span class = "p" > ,< / span >
< span class = "s1" > ' staticSpacing' < / span > < span class = "p" > ,< / span >
< span class = "s1" > ' staticTopo' < / span > < span class = "p" > ,< / span >
< span class = "s1" > ' swtIdx' < / span > < span class = "p" > ,< / span >
< span class = "s1" > ' tTOT' < / span > < span class = "p" > ,< / span >
< span class = "s1" > ' tWind' < / span > < span class = "p" > ,< / span >
< span class = "s1" > ' tWindU' < / span > < span class = "p" > ,< / span >
< span class = "s1" > ' tWindV' < / span > < span class = "p" > ,< / span >
< span class = "s1" > ' uFX' < / span > < span class = "p" > ,< / span >
< span class = "s1" > ' uW' < / span > < span class = "p" > ,< / span >
< span class = "s1" > ' uWStk' < / span > < span class = "p" > ,< / span >
< span class = "s1" > ' ulSnoRat' < / span > < span class = "p" > ,< / span >
< span class = "s1" > ' vSmthW' < / span > < span class = "p" > ,< / span >
< span class = "s1" > ' vTOT' < / span > < span class = "p" > ,< / span >
< span class = "s1" > ' vW' < / span > < span class = "p" > ,< / span >
< span class = "s1" > ' vWStk' < / span > < span class = "p" > ,< / span >
< span class = "s1" > ' vertCirc' < / span > < span class = "p" > ,< / span >
< span class = "s1" > ' wDiv' < / span > < span class = "p" > ,< / span >
< span class = "s1" > ' wSp' < / span > < span class = "p" > ,< / span >
< span class = "s1" > ' wSp_001_bin' < / span > < span class = "p" > ,< / span >
< span class = "s1" > ' wSp_002_bin' < / span > < span class = "p" > ,< / span >
< span class = "s1" > ' wSp_003_bin' < / span > < span class = "p" > ,< / span >
< span class = "s1" > ' wSp_004_bin' < / span > < span class = "p" > ,< / span >
< span class = "s1" > ' zAGL' < / span > < span class = "p" > ]< / span >
< / pre > < / div >
< / div >
< / div >
< div class = "section" id = "dataaccesslayer-getavailablelevels" >
< h2 > DataAccessLayer.getAvailableLevels()< a class = "headerlink" href = "#dataaccesslayer-getavailablelevels" title = "Permalink to this headline" > ¶< / a > < / h2 >
< p > Selecting < strong > “T”< / strong > for temperature.< / p >
< div class = "highlight-ipython3 notranslate" > < div class = "highlight" > < pre > < span > < / span > < span class = "n" > request< / span > < span class = "o" > .< / span > < span class = "n" > setParameters< / span > < span class = "p" > (< / span > < span class = "s2" > " T" < / span > < span class = "p" > )< / span >
< span class = "n" > availableLevels< / span > < span class = "o" > =< / span > < span class = "n" > DataAccessLayer< / span > < span class = "o" > .< / span > < span class = "n" > getAvailableLevels< / span > < span class = "p" > (< / span > < span class = "n" > request< / span > < span class = "p" > )< / span >
< span class = "k" > for< / span > < span class = "n" > lvl< / span > < span class = "ow" > in< / span > < span class = "n" > availableLevels< / span > < span class = "p" > :< / span >
< span class = "nb" > print< / span > < span class = "p" > (< / span > < span class = "n" > lvl< / span > < span class = "p" > )< / span >
< / pre > < / div >
< / div >
< div class = "highlight-default notranslate" > < div class = "highlight" > < pre > < span > < / span > < span class = "mf" > 0.0< / span > < span class = "n" > SFC< / span >
< span class = "mf" > 350.0< / span > < span class = "n" > MB< / span >
< span class = "mf" > 475.0< / span > < span class = "n" > MB< / span >
< span class = "mf" > 610.0_40000< / span > < span class = "o" > .< / span > < span class = "mi" > 0< / span > < span class = "n" > FHAG< / span >
< span class = "mf" > 225.0< / span > < span class = "n" > MB< / span >
< span class = "mf" > 120.0_150< / span > < span class = "o" > .< / span > < span class = "mi" > 0< / span > < span class = "n" > BL< / span >
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< span class = "mf" > 1.5< / span > < span class = "n" > PV< / span >
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< span class = "mf" > 825.0< / span > < span class = "n" > MB< / span >
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< span class = "mf" > 4000.0< / span > < span class = "n" > FHAG< / span >
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< span class = "mf" > 2.0< / span > < span class = "n" > PV< / span >
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< span class = "mf" > 0.0< / span > < span class = "n" > TROP< / span >
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< span class = "mf" > 0.0< / span > < span class = "n" > FHAG< / span >
< span class = "mf" > 2.0< / span > < span class = "n" > FHAG< / span >
< span class = "mf" > 875.0< / span > < span class = "n" > MB< / span >
< span class = "mf" > 175.0< / span > < span class = "n" > MB< / span >
< span class = "mf" > 0.0_1000< / span > < span class = "o" > .< / span > < span class = "mi" > 0< / span > < span class = "n" > FHAG< / span >
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< span class = "mf" > 600.0< / span > < span class = "n" > MB< / span >
< span class = "mf" > 725.0< / span > < span class = "n" > MB< / span >
< span class = "mf" > 0.0_6000< / span > < span class = "o" > .< / span > < span class = "mi" > 0< / span > < span class = "n" > FHAG< / span >
< span class = "mf" > 975.0< / span > < span class = "n" > MB< / span >
< span class = "mf" > 550.0< / span > < span class = "n" > MB< / span >
< span class = "mf" > 0.0_3000< / span > < span class = "o" > .< / span > < span class = "mi" > 0< / span > < span class = "n" > FHAG< / span >
< span class = "mf" > 675.0< / span > < span class = "n" > MB< / span >
< span class = "mf" > 425.0< / span > < span class = "n" > MB< / span >
< span class = "mf" > 200.0< / span > < span class = "n" > MB< / span >
< span class = "mf" > 0.0_30< / span > < span class = "o" > .< / span > < span class = "mi" > 0< / span > < span class = "n" > BL< / span >
< span class = "mf" > 30.0_60< / span > < span class = "o" > .< / span > < span class = "mi" > 0< / span > < span class = "n" > BL< / span >
< span class = "mf" > 650.0< / span > < span class = "n" > MB< / span >
< span class = "mf" > 525.0< / span > < span class = "n" > MB< / span >
< span class = "mf" > 300.0< / span > < span class = "n" > MB< / span >
< span class = "mf" > 90.0_120< / span > < span class = "o" > .< / span > < span class = "mi" > 0< / span > < span class = "n" > BL< / span >
< span class = "mf" > 1000.0< / span > < span class = "n" > FHAG< / span >
< span class = "mf" > 775.0< / span > < span class = "n" > MB< / span >
< span class = "mf" > 340.0_350< / span > < span class = "o" > .< / span > < span class = "mi" > 0< / span > < span class = "n" > K< / span >
< span class = "mf" > 290.0_300< / span > < span class = "o" > .< / span > < span class = "mi" > 0< / span > < span class = "n" > K< / span >
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< span class = "mf" > 700.0_300< / span > < span class = "o" > .< / span > < span class = "mi" > 0< / span > < span class = "n" > MB< / span >
< span class = "mf" > 320.0< / span > < span class = "n" > Ke< / span >
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< span class = "mf" > 60.0< / span > < span class = "n" > TILT< / span >
< span class = "mf" > 5.3< / span > < span class = "n" > TILT< / span >
< span class = "mf" > 1000.0_900< / span > < span class = "o" > .< / span > < span class = "mi" > 0< / span > < span class = "n" > MB< / span >
< span class = "mf" > 340.0< / span > < span class = "n" > K< / span >
< span class = "mf" > 5500.0_6000< / span > < span class = "o" > .< / span > < span class = "mi" > 0< / span > < span class = "n" > FHAG< / span >
< span class = "mf" > 255.0< / span > < span class = "n" > K< / span >
< span class = "mf" > 255.0_265< / span > < span class = "o" > .< / span > < span class = "mi" > 0< / span > < span class = "n" > K< / span >
< span class = "mf" > 3000.0_6000< / span > < span class = "o" > .< / span > < span class = "mi" > 0< / span > < span class = "n" > FHAG< / span >
< span class = "mf" > 25.0< / span > < span class = "n" > TILT< / span >
< span class = "mf" > 2000.0< / span > < span class = "n" > FHAG< / span >
< span class = "mf" > 0.0_500< / span > < span class = "o" > .< / span > < span class = "mi" > 0< / span > < span class = "n" > FHAG< / span >
< span class = "mf" > 1000.0_850< / span > < span class = "o" > .< / span > < span class = "mi" > 0< / span > < span class = "n" > MB< / span >
< span class = "mf" > 850.0_250< / span > < span class = "o" > .< / span > < span class = "mi" > 0< / span > < span class = "n" > MB< / span >
< span class = "mf" > 280.0_290< / span > < span class = "o" > .< / span > < span class = "mi" > 0< / span > < span class = "n" > Ke< / span >
< span class = "mf" > 1524.0< / span > < span class = "n" > FHAG< / span >
< span class = "mf" > 320.0_330< / span > < span class = "o" > .< / span > < span class = "mi" > 0< / span > < span class = "n" > K< / span >
< span class = "mf" > 0.0< / span > < span class = "n" > TILT< / span >
< span class = "mf" > 310.0_320< / span > < span class = "o" > .< / span > < span class = "mi" > 0< / span > < span class = "n" > Ke< / span >
< span class = "mf" > 310.0< / span > < span class = "n" > Ke< / span >
< span class = "mf" > 330.0< / span > < span class = "n" > K< / span >
< span class = "mf" > 900.0_800< / span > < span class = "o" > .< / span > < span class = "mi" > 0< / span > < span class = "n" > MB< / span >
< span class = "mf" > 550.0_500< / span > < span class = "o" > .< / span > < span class = "mi" > 0< / span > < span class = "n" > MB< / span >
< span class = "mf" > 2.4< / span > < span class = "n" > TILT< / span >
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< span class = "mf" > 3500.0< / span > < span class = "n" > FHAG< / span >
< span class = "mf" > 35.0< / span > < span class = "n" > TILT< / span >
< span class = "mf" > 12.0< / span > < span class = "n" > TILT< / span >
< span class = "mf" > 300.0_310< / span > < span class = "o" > .< / span > < span class = "mi" > 0< / span > < span class = "n" > K< / span >
< span class = "mf" > 3000.0_12000< / span > < span class = "o" > .< / span > < span class = "mi" > 0< / span > < span class = "n" > FHAG< / span >
< span class = "mf" > 0.9< / span > < span class = "n" > TILT< / span >
< span class = "mf" > 320.0< / span > < span class = "n" > K< / span >
< span class = "mf" > 400.0_350< / span > < span class = "o" > .< / span > < span class = "mi" > 0< / span > < span class = "n" > MB< / span >
< span class = "mf" > 500.0< / span > < span class = "n" > FHAG< / span >
< span class = "mf" > 750.0_700< / span > < span class = "o" > .< / span > < span class = "mi" > 0< / span > < span class = "n" > MB< / span >
< span class = "mf" > 1000.0_400< / span > < span class = "o" > .< / span > < span class = "mi" > 0< / span > < span class = "n" > MB< / span >
< span class = "mf" > 345.0< / span > < span class = "n" > K< / span >
< span class = "mf" > 250.0_260< / span > < span class = "o" > .< / span > < span class = "mi" > 0< / span > < span class = "n" > K< / span >
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< span class = "mf" > 290.0< / span > < span class = "n" > Ke< / span >
< span class = "mf" > 950.0_900< / span > < span class = "o" > .< / span > < span class = "mi" > 0< / span > < span class = "n" > MB< / span >
< span class = "mf" > 4572.0< / span > < span class = "n" > FHAG< / span >
< span class = "mf" > 275.0_285< / span > < span class = "o" > .< / span > < span class = "mi" > 0< / span > < span class = "n" > Ke< / span >
< span class = "mf" > 335.0< / span > < span class = "n" > Ke< / span >
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< span class = "mf" > 275.0_285< / span > < span class = "o" > .< / span > < span class = "mi" > 0< / span > < span class = "n" > K< / span >
< span class = "mf" > 600.0_550< / span > < span class = "o" > .< / span > < span class = "mi" > 0< / span > < span class = "n" > MB< / span >
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< span class = "mf" > 9000.0< / span > < span class = "n" > FHAG< / span >
< span class = "mf" > 335.0< / span > < span class = "n" > K< / span >
< span class = "mf" > 1000.0_7000< / span > < span class = "o" > .< / span > < span class = "mi" > 0< / span > < span class = "n" > FHAG< / span >
< span class = "mf" > 700.0_500< / span > < span class = "o" > .< / span > < span class = "mi" > 0< / span > < span class = "n" > MB< / span >
< span class = "mf" > 9144.0< / span > < span class = "n" > FHAG< / span >
< span class = "mf" > 325.0_335< / span > < span class = "o" > .< / span > < span class = "mi" > 0< / span > < span class = "n" > K< / span >
< span class = "mf" > 2000.0_8000< / span > < span class = "o" > .< / span > < span class = "mi" > 0< / span > < span class = "n" > FHAG< / span >
< span class = "mf" > 0.0_609< / span > < span class = "o" > .< / span > < span class = "mi" > 6< / span > < span class = "n" > FHAG< / span >
< span class = "mf" > 300.0< / span > < span class = "n" > K< / span >
< span class = "mf" > 0.0< / span > < span class = "n" > MAXOMEGA< / span >
< span class = "mf" > 315.0_325< / span > < span class = "o" > .< / span > < span class = "mi" > 0< / span > < span class = "n" > K< / span >
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< span class = "mf" > 340.0< / span > < span class = "n" > Ke< / span >
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< span class = "mf" > 1.5< / span > < span class = "n" > TILT< / span >
< span class = "mf" > 335.0_345< / span > < span class = "o" > .< / span > < span class = "mi" > 0< / span > < span class = "n" > K< / span >
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< span class = "mf" > 850.0_300< / span > < span class = "o" > .< / span > < span class = "mi" > 0< / span > < span class = "n" > MB< / span >
< span class = "mf" > 6.0< / span > < span class = "n" > TILT< / span >
< span class = "mf" > 900.0_850< / span > < span class = "o" > .< / span > < span class = "mi" > 0< / span > < span class = "n" > MB< / span >
< span class = "mf" > 3657.6< / span > < span class = "n" > FHAG< / span >
< span class = "mf" > 0.0_5000< / span > < span class = "o" > .< / span > < span class = "mi" > 0< / span > < span class = "n" > FHAG< / span >
< span class = "mf" > 320.0_330< / span > < span class = "o" > .< / span > < span class = "mi" > 0< / span > < span class = "n" > Ke< / span >
< span class = "mf" > 8.7< / span > < span class = "n" > TILT< / span >
< span class = "mf" > 650.0_600< / span > < span class = "o" > .< / span > < span class = "mi" > 0< / span > < span class = "n" > MB< / span >
< span class = "mf" > 600.0_400< / span > < span class = "o" > .< / span > < span class = "mi" > 0< / span > < span class = "n" > MB< / span >
< span class = "mf" > 55.0< / span > < span class = "n" > TILT< / span >
< span class = "mf" > 270.0_280< / span > < span class = "o" > .< / span > < span class = "mi" > 0< / span > < span class = "n" > Ke< / span >
< span class = "mf" > 30.0< / span > < span class = "n" > TILT< / span >
< span class = "mf" > 310.0_320< / span > < span class = "o" > .< / span > < span class = "mi" > 0< / span > < span class = "n" > K< / span >
< span class = "mf" > 1500.0< / span > < span class = "n" > FHAG< / span >
< span class = "mf" > 1000.0_950< / span > < span class = "o" > .< / span > < span class = "mi" > 0< / span > < span class = "n" > MB< / span >
< span class = "mf" > 5500.0< / span > < span class = "n" > FHAG< / span >
< span class = "mf" > 250.0_200< / span > < span class = "o" > .< / span > < span class = "mi" > 0< / span > < span class = "n" > MB< / span >
< span class = "mf" > 500.0_1000< / span > < span class = "o" > .< / span > < span class = "mi" > 0< / span > < span class = "n" > FHAG< / span >
< span class = "mf" > 400.0_300< / span > < span class = "o" > .< / span > < span class = "mi" > 0< / span > < span class = "n" > MB< / span >
< span class = "mf" > 500.0_100< / span > < span class = "o" > .< / span > < span class = "mi" > 0< / span > < span class = "n" > MB< / span >
< span class = "mf" > 1000.0_3000< / span > < span class = "o" > .< / span > < span class = "mi" > 0< / span > < span class = "n" > FHAG< / span >
< span class = "mf" > 8000.0< / span > < span class = "n" > FHAG< / span >
< span class = "mf" > 285.0< / span > < span class = "n" > Ke< / span >
< span class = "mf" > 290.0< / span > < span class = "n" > K< / span >
< span class = "mf" > 305.0_315< / span > < span class = "o" > .< / span > < span class = "mi" > 0< / span > < span class = "n" > K< / span >
< span class = "mf" > 285.0_295< / span > < span class = "o" > .< / span > < span class = "mi" > 0< / span > < span class = "n" > K< / span >
< span class = "mf" > 0.0_2500< / span > < span class = "o" > .< / span > < span class = "mi" > 0< / span > < span class = "n" > FHAG< / span >
< span class = "mf" > 925.0_850< / span > < span class = "o" > .< / span > < span class = "mi" > 0< / span > < span class = "n" > MB< / span >
< span class = "mf" > 275.0< / span > < span class = "n" > Ke< / span >
< span class = "mf" > 1500.0_2000< / span > < span class = "o" > .< / span > < span class = "mi" > 0< / span > < span class = "n" > FHAG< / span >
< span class = "mf" > 300.0_200< / span > < span class = "o" > .< / span > < span class = "mi" > 0< / span > < span class = "n" > MB< / span >
< span class = "mf" > 260.0_270< / span > < span class = "o" > .< / span > < span class = "mi" > 0< / span > < span class = "n" > K< / span >
< span class = "mf" > 2743.2< / span > < span class = "n" > FHAG< / span >
< span class = "mf" > 3000.0< / span > < span class = "n" > FHAG< / span >
< span class = "mf" > 315.0_325< / span > < span class = "o" > .< / span > < span class = "mi" > 0< / span > < span class = "n" > Ke< / span >
< span class = "mf" > 600.0_500< / span > < span class = "o" > .< / span > < span class = "mi" > 0< / span > < span class = "n" > MB< / span >
< span class = "mf" > 16.7< / span > < span class = "n" > TILT< / span >
< span class = "mf" > 280.0< / span > < span class = "n" > K< / span >
< span class = "mf" > 500.0_250< / span > < span class = "o" > .< / span > < span class = "mi" > 0< / span > < span class = "n" > MB< / span >
< span class = "mf" > 40.0< / span > < span class = "n" > TILT< / span >
< span class = "mf" > 3048.0< / span > < span class = "n" > FHAG< / span >
< span class = "mf" > 400.0_200< / span > < span class = "o" > .< / span > < span class = "mi" > 0< / span > < span class = "n" > MB< / span >
< span class = "mf" > 300.0_310< / span > < span class = "o" > .< / span > < span class = "mi" > 0< / span > < span class = "n" > Ke< / span >
< span class = "mf" > 270.0_280< / span > < span class = "o" > .< / span > < span class = "mi" > 0< / span > < span class = "n" > K< / span >
< span class = "mf" > 1000.0_700< / span > < span class = "o" > .< / span > < span class = "mi" > 0< / span > < span class = "n" > MB< / span >
< span class = "mf" > 45.0< / span > < span class = "n" > TILT< / span >
< span class = "mf" > 850.0_500< / span > < span class = "o" > .< / span > < span class = "mi" > 0< / span > < span class = "n" > MB< / span >
< span class = "mf" > 2500.0_3000< / span > < span class = "o" > .< / span > < span class = "mi" > 0< / span > < span class = "n" > FHAG< / span >
< span class = "mf" > 609.6< / span > < span class = "n" > FHAG< / span >
< span class = "mf" > 0.0_8000< / span > < span class = "o" > .< / span > < span class = "mi" > 0< / span > < span class = "n" > FHAG< / span >
< span class = "mf" > 295.0< / span > < span class = "n" > K< / span >
< span class = "mf" > 4.3< / span > < span class = "n" > TILT< / span >
< span class = "mf" > 295.0_305< / span > < span class = "o" > .< / span > < span class = "mi" > 0< / span > < span class = "n" > K< / span >
< span class = "mf" > 330.0_340< / span > < span class = "o" > .< / span > < span class = "mi" > 0< / span > < span class = "n" > Ke< / span >
< span class = "mf" > 270.0< / span > < span class = "n" > K< / span >
< span class = "mf" > 4000.0_4500< / span > < span class = "o" > .< / span > < span class = "mi" > 0< / span > < span class = "n" > FHAG< / span >
< span class = "mf" > 280.0_290< / span > < span class = "o" > .< / span > < span class = "mi" > 0< / span > < span class = "n" > K< / span >
< span class = "mf" > 925.0_700< / span > < span class = "o" > .< / span > < span class = "mi" > 0< / span > < span class = "n" > MB< / span >
< span class = "mf" > 0.0_1500< / span > < span class = "o" > .< / span > < span class = "mi" > 0< / span > < span class = "n" > FHAG< / span >
< span class = "mf" > 260.0< / span > < span class = "n" > K< / span >
< span class = "mf" > 10.0< / span > < span class = "n" > TILT< / span >
< span class = "mf" > 3500.0_4000< / span > < span class = "o" > .< / span > < span class = "mi" > 0< / span > < span class = "n" > FHAG< / span >
< span class = "mf" > 325.0< / span > < span class = "n" > Ke< / span >
< span class = "mf" > 285.0< / span > < span class = "n" > K< / span >
< span class = "mf" > 290.0_300< / span > < span class = "o" > .< / span > < span class = "mi" > 0< / span > < span class = "n" > Ke< / span >
< span class = "mf" > 7.5< / span > < span class = "n" > TILT< / span >
< span class = "mf" > 1828.8< / span > < span class = "n" > FHAG< / span >
< span class = "mf" > 280.0< / span > < span class = "n" > Ke< / span >
< span class = "mf" > 500.0_450< / span > < span class = "o" > .< / span > < span class = "mi" > 0< / span > < span class = "n" > MB< / span >
< span class = "mf" > 305.0_315< / span > < span class = "o" > .< / span > < span class = "mi" > 0< / span > < span class = "n" > Ke< / span >
< span class = "mf" > 250.0< / span > < span class = "n" > K< / span >
< span class = "mf" > 4500.0< / span > < span class = "n" > FHAG< / span >
< span class = "mf" > 1250.0< / span > < span class = "n" > FHAG< / span >
< span class = "mf" > 0.0_10000< / span > < span class = "o" > .< / span > < span class = "mi" > 0< / span > < span class = "n" > FHAG< / span >
< span class = "mf" > 4500.0_5000< / span > < span class = "o" > .< / span > < span class = "mi" > 0< / span > < span class = "n" > FHAG< / span >
< span class = "mf" > 250.0_350< / span > < span class = "o" > .< / span > < span class = "mi" > 0< / span > < span class = "n" > K< / span >
< span class = "mf" > 270.0< / span > < span class = "n" > Ke< / span >
< span class = "mf" > 275.0< / span > < span class = "n" > K< / span >
< span class = "mf" > 315.0< / span > < span class = "n" > Ke< / span >
< span class = "mf" > 500.0_300< / span > < span class = "o" > .< / span > < span class = "mi" > 0< / span > < span class = "n" > MB< / span >
< span class = "mf" > 350.0_300< / span > < span class = "o" > .< / span > < span class = "mi" > 0< / span > < span class = "n" > MB< / span >
< span class = "mf" > 750.0< / span > < span class = "n" > FHAG< / span >
< span class = "mf" > 19.5< / span > < span class = "n" > TILT< / span >
< span class = "mf" > 2000.0_2500< / span > < span class = "o" > .< / span > < span class = "mi" > 0< / span > < span class = "n" > FHAG< / span >
< span class = "mf" > 850.0_700< / span > < span class = "o" > .< / span > < span class = "mi" > 0< / span > < span class = "n" > MB< / span >
< span class = "mf" > 350.0< / span > < span class = "n" > K< / span >
< span class = "mf" > 265.0< / span > < span class = "n" > K< / span >
< span class = "mf" > 6000.0< / span > < span class = "n" > FHAG< / span >
< span class = "mf" > 8000.0_9000< / span > < span class = "o" > .< / span > < span class = "mi" > 0< / span > < span class = "n" > FHAG< / span >
< span class = "mf" > 700.0_300< / span > < span class = "o" > .< / span > < span class = "mi" > 0< / span > < span class = "n" > LYRMB< / span >
< span class = "mf" > 850.0_700< / span > < span class = "o" > .< / span > < span class = "mi" > 0< / span > < span class = "n" > LYRMB< / span >
< / pre > < / div >
< / div >
< ul class = "simple" >
< li > < p > < strong > 0.0SFC< / strong > is the Surface level< / p > < / li >
< li > < p > < strong > FHAG< / strong > stands for Fixed Height Above Ground (in meters)< / p > < / li >
< li > < p > < strong > NTAT< / strong > stands for Nominal Top of the ATmosphere< / p > < / li >
2021-03-23 16:15:37 +00:00
< li > < p > < strong > BL< / strong > stands for Boundary Layer, where < strong > 0.0_30.0BL< / strong > reads as < em > 0-30
mb above ground level< / em > < / p > < / li >
2020-09-09 20:02:35 +00:00
< li > < p > < strong > TROP< / strong > is the Tropopause level< / p > < / li >
< / ul >
< p > < strong > request.setLevels()< / strong > < / p >
< p > For this example we will use Surface Temperature< / p >
< div class = "highlight-ipython3 notranslate" > < div class = "highlight" > < pre > < span > < / span > < span class = "n" > request< / span > < span class = "o" > .< / span > < span class = "n" > setLevels< / span > < span class = "p" > (< / span > < span class = "s2" > " 2.0FHAG" < / span > < span class = "p" > )< / span >
< / pre > < / div >
< / div >
< / div >
< div class = "section" id = "dataaccesslayer-getavailabletimes" >
< h2 > DataAccessLayer.getAvailableTimes()< a class = "headerlink" href = "#dataaccesslayer-getavailabletimes" title = "Permalink to this headline" > ¶< / a > < / h2 >
< ul class = "simple" >
< li > < p > < strong > getAvailableTimes(request, True)< / strong > will return an object of < em > run
times< / em > - formatted as < code class = "docutils literal notranslate" > < span class = "pre" > YYYY-MM-DD< / span > < span class = "pre" > HH:MM:SS< / span > < / code > < / p > < / li >
< li > < p > < strong > getAvailableTimes(request)< / strong > will return an object of all times -
formatted as < code class = "docutils literal notranslate" > < span class = "pre" > YYYY-MM-DD< / span > < span class = "pre" > HH:MM:SS< / span > < span class = "pre" > (F:ff)< / span > < / code > < / p > < / li >
< li > < p > < strong > getForecastRun(cycle, times)< / strong > will return a DataTime array for a
single forecast cycle.< / p > < / li >
< / ul >
< div class = "highlight-ipython3 notranslate" > < div class = "highlight" > < pre > < span > < / span > < span class = "n" > cycles< / span > < span class = "o" > =< / span > < span class = "n" > DataAccessLayer< / span > < span class = "o" > .< / span > < span class = "n" > getAvailableTimes< / span > < span class = "p" > (< / span > < span class = "n" > request< / span > < span class = "p" > ,< / span > < span class = "kc" > True< / span > < span class = "p" > )< / span >
< span class = "n" > times< / span > < span class = "o" > =< / span > < span class = "n" > DataAccessLayer< / span > < span class = "o" > .< / span > < span class = "n" > getAvailableTimes< / span > < span class = "p" > (< / span > < span class = "n" > request< / span > < span class = "p" > )< / span >
< span class = "n" > fcstRun< / span > < span class = "o" > =< / span > < span class = "n" > DataAccessLayer< / span > < span class = "o" > .< / span > < span class = "n" > getForecastRun< / span > < span class = "p" > (< / span > < span class = "n" > cycles< / span > < span class = "p" > [< / span > < span class = "o" > -< / span > < span class = "mi" > 1< / span > < span class = "p" > ],< / span > < span class = "n" > times< / span > < span class = "p" > )< / span >
< span class = "nb" > list< / span > < span class = "p" > (< / span > < span class = "n" > fcstRun< / span > < span class = "p" > )< / span >
< / pre > < / div >
< / div >
< div class = "highlight-default notranslate" > < div class = "highlight" > < pre > < span > < / span > < span class = "p" > [< / span > < span class = "o" > < < / span > < span class = "n" > DataTime< / span > < span class = "n" > instance< / span > < span class = "p" > :< / span > < span class = "mi" > 2020< / span > < span class = "o" > -< / span > < span class = "mi" > 09< / span > < span class = "o" > -< / span > < span class = "mi" > 04< / span > < span class = "mi" > 18< / span > < span class = "p" > :< / span > < span class = "mi" > 00< / span > < span class = "p" > :< / span > < span class = "mi" > 00< / span > < span class = "o" > > < / span > < span class = "p" > ,< / span >
< span class = "o" > < < / span > < span class = "n" > DataTime< / span > < span class = "n" > instance< / span > < span class = "p" > :< / span > < span class = "mi" > 2020< / span > < span class = "o" > -< / span > < span class = "mi" > 09< / span > < span class = "o" > -< / span > < span class = "mi" > 04< / span > < span class = "mi" > 18< / span > < span class = "p" > :< / span > < span class = "mi" > 00< / span > < span class = "p" > :< / span > < span class = "mi" > 00< / span > < span class = "o" > > < / span > < span class = "p" > ,< / span >
< span class = "o" > < < / span > < span class = "n" > DataTime< / span > < span class = "n" > instance< / span > < span class = "p" > :< / span > < span class = "mi" > 2020< / span > < span class = "o" > -< / span > < span class = "mi" > 09< / span > < span class = "o" > -< / span > < span class = "mi" > 04< / span > < span class = "mi" > 18< / span > < span class = "p" > :< / span > < span class = "mi" > 00< / span > < span class = "p" > :< / span > < span class = "mi" > 00< / span > < span class = "o" > > < / span > < span class = "p" > ,< / span >
< span class = "o" > < < / span > < span class = "n" > DataTime< / span > < span class = "n" > instance< / span > < span class = "p" > :< / span > < span class = "mi" > 2020< / span > < span class = "o" > -< / span > < span class = "mi" > 09< / span > < span class = "o" > -< / span > < span class = "mi" > 04< / span > < span class = "mi" > 18< / span > < span class = "p" > :< / span > < span class = "mi" > 00< / span > < span class = "p" > :< / span > < span class = "mi" > 00< / span > < span class = "o" > > < / span > < span class = "p" > ,< / span >
< span class = "o" > < < / span > < span class = "n" > DataTime< / span > < span class = "n" > instance< / span > < span class = "p" > :< / span > < span class = "mi" > 2020< / span > < span class = "o" > -< / span > < span class = "mi" > 09< / span > < span class = "o" > -< / span > < span class = "mi" > 04< / span > < span class = "mi" > 18< / span > < span class = "p" > :< / span > < span class = "mi" > 00< / span > < span class = "p" > :< / span > < span class = "mi" > 00< / span > < span class = "o" > > < / span > < span class = "p" > ,< / span >
< span class = "o" > < < / span > < span class = "n" > DataTime< / span > < span class = "n" > instance< / span > < span class = "p" > :< / span > < span class = "mi" > 2020< / span > < span class = "o" > -< / span > < span class = "mi" > 09< / span > < span class = "o" > -< / span > < span class = "mi" > 04< / span > < span class = "mi" > 18< / span > < span class = "p" > :< / span > < span class = "mi" > 00< / span > < span class = "p" > :< / span > < span class = "mi" > 00< / span > < span class = "o" > > < / span > < span class = "p" > ,< / span >
< span class = "o" > < < / span > < span class = "n" > DataTime< / span > < span class = "n" > instance< / span > < span class = "p" > :< / span > < span class = "mi" > 2020< / span > < span class = "o" > -< / span > < span class = "mi" > 09< / span > < span class = "o" > -< / span > < span class = "mi" > 04< / span > < span class = "mi" > 18< / span > < span class = "p" > :< / span > < span class = "mi" > 00< / span > < span class = "p" > :< / span > < span class = "mi" > 00< / span > < span class = "o" > > < / span > < span class = "p" > ,< / span >
< span class = "o" > < < / span > < span class = "n" > DataTime< / span > < span class = "n" > instance< / span > < span class = "p" > :< / span > < span class = "mi" > 2020< / span > < span class = "o" > -< / span > < span class = "mi" > 09< / span > < span class = "o" > -< / span > < span class = "mi" > 04< / span > < span class = "mi" > 18< / span > < span class = "p" > :< / span > < span class = "mi" > 00< / span > < span class = "p" > :< / span > < span class = "mi" > 00< / span > < span class = "o" > > < / span > < span class = "p" > ,< / span >
< span class = "o" > < < / span > < span class = "n" > DataTime< / span > < span class = "n" > instance< / span > < span class = "p" > :< / span > < span class = "mi" > 2020< / span > < span class = "o" > -< / span > < span class = "mi" > 09< / span > < span class = "o" > -< / span > < span class = "mi" > 04< / span > < span class = "mi" > 18< / span > < span class = "p" > :< / span > < span class = "mi" > 00< / span > < span class = "p" > :< / span > < span class = "mi" > 00< / span > < span class = "o" > > < / span > < span class = "p" > ,< / span >
< span class = "o" > < < / span > < span class = "n" > DataTime< / span > < span class = "n" > instance< / span > < span class = "p" > :< / span > < span class = "mi" > 2020< / span > < span class = "o" > -< / span > < span class = "mi" > 09< / span > < span class = "o" > -< / span > < span class = "mi" > 04< / span > < span class = "mi" > 18< / span > < span class = "p" > :< / span > < span class = "mi" > 00< / span > < span class = "p" > :< / span > < span class = "mi" > 00< / span > < span class = "o" > > < / span > < span class = "p" > ,< / span >
< span class = "o" > < < / span > < span class = "n" > DataTime< / span > < span class = "n" > instance< / span > < span class = "p" > :< / span > < span class = "mi" > 2020< / span > < span class = "o" > -< / span > < span class = "mi" > 09< / span > < span class = "o" > -< / span > < span class = "mi" > 04< / span > < span class = "mi" > 18< / span > < span class = "p" > :< / span > < span class = "mi" > 00< / span > < span class = "p" > :< / span > < span class = "mi" > 00< / span > < span class = "o" > > < / span > < span class = "p" > ,< / span >
< span class = "o" > < < / span > < span class = "n" > DataTime< / span > < span class = "n" > instance< / span > < span class = "p" > :< / span > < span class = "mi" > 2020< / span > < span class = "o" > -< / span > < span class = "mi" > 09< / span > < span class = "o" > -< / span > < span class = "mi" > 04< / span > < span class = "mi" > 18< / span > < span class = "p" > :< / span > < span class = "mi" > 00< / span > < span class = "p" > :< / span > < span class = "mi" > 00< / span > < span class = "o" > > < / span > < span class = "p" > ,< / span >
< span class = "o" > < < / span > < span class = "n" > DataTime< / span > < span class = "n" > instance< / span > < span class = "p" > :< / span > < span class = "mi" > 2020< / span > < span class = "o" > -< / span > < span class = "mi" > 09< / span > < span class = "o" > -< / span > < span class = "mi" > 04< / span > < span class = "mi" > 18< / span > < span class = "p" > :< / span > < span class = "mi" > 00< / span > < span class = "p" > :< / span > < span class = "mi" > 00< / span > < span class = "o" > > < / span > < span class = "p" > ,< / span >
< span class = "o" > < < / span > < span class = "n" > DataTime< / span > < span class = "n" > instance< / span > < span class = "p" > :< / span > < span class = "mi" > 2020< / span > < span class = "o" > -< / span > < span class = "mi" > 09< / span > < span class = "o" > -< / span > < span class = "mi" > 04< / span > < span class = "mi" > 18< / span > < span class = "p" > :< / span > < span class = "mi" > 00< / span > < span class = "p" > :< / span > < span class = "mi" > 00< / span > < span class = "o" > > < / span > < span class = "p" > ,< / span >
< span class = "o" > < < / span > < span class = "n" > DataTime< / span > < span class = "n" > instance< / span > < span class = "p" > :< / span > < span class = "mi" > 2020< / span > < span class = "o" > -< / span > < span class = "mi" > 09< / span > < span class = "o" > -< / span > < span class = "mi" > 04< / span > < span class = "mi" > 18< / span > < span class = "p" > :< / span > < span class = "mi" > 00< / span > < span class = "p" > :< / span > < span class = "mi" > 00< / span > < span class = "o" > > < / span > < span class = "p" > ,< / span >
< span class = "o" > < < / span > < span class = "n" > DataTime< / span > < span class = "n" > instance< / span > < span class = "p" > :< / span > < span class = "mi" > 2020< / span > < span class = "o" > -< / span > < span class = "mi" > 09< / span > < span class = "o" > -< / span > < span class = "mi" > 04< / span > < span class = "mi" > 18< / span > < span class = "p" > :< / span > < span class = "mi" > 00< / span > < span class = "p" > :< / span > < span class = "mi" > 00< / span > < span class = "o" > > < / span > < span class = "p" > ,< / span >
< span class = "o" > < < / span > < span class = "n" > DataTime< / span > < span class = "n" > instance< / span > < span class = "p" > :< / span > < span class = "mi" > 2020< / span > < span class = "o" > -< / span > < span class = "mi" > 09< / span > < span class = "o" > -< / span > < span class = "mi" > 04< / span > < span class = "mi" > 18< / span > < span class = "p" > :< / span > < span class = "mi" > 00< / span > < span class = "p" > :< / span > < span class = "mi" > 00< / span > < span class = "o" > > < / span > < span class = "p" > ,< / span >
< span class = "o" > < < / span > < span class = "n" > DataTime< / span > < span class = "n" > instance< / span > < span class = "p" > :< / span > < span class = "mi" > 2020< / span > < span class = "o" > -< / span > < span class = "mi" > 09< / span > < span class = "o" > -< / span > < span class = "mi" > 04< / span > < span class = "mi" > 18< / span > < span class = "p" > :< / span > < span class = "mi" > 00< / span > < span class = "p" > :< / span > < span class = "mi" > 00< / span > < span class = "o" > > < / span > < span class = "p" > ,< / span >
< span class = "o" > < < / span > < span class = "n" > DataTime< / span > < span class = "n" > instance< / span > < span class = "p" > :< / span > < span class = "mi" > 2020< / span > < span class = "o" > -< / span > < span class = "mi" > 09< / span > < span class = "o" > -< / span > < span class = "mi" > 04< / span > < span class = "mi" > 18< / span > < span class = "p" > :< / span > < span class = "mi" > 00< / span > < span class = "p" > :< / span > < span class = "mi" > 00< / span > < span class = "o" > > < / span > < span class = "p" > ,< / span >
< span class = "o" > < < / span > < span class = "n" > DataTime< / span > < span class = "n" > instance< / span > < span class = "p" > :< / span > < span class = "mi" > 2020< / span > < span class = "o" > -< / span > < span class = "mi" > 09< / span > < span class = "o" > -< / span > < span class = "mi" > 04< / span > < span class = "mi" > 18< / span > < span class = "p" > :< / span > < span class = "mi" > 00< / span > < span class = "p" > :< / span > < span class = "mi" > 00< / span > < span class = "o" > > < / span > < span class = "p" > ,< / span >
< span class = "o" > < < / span > < span class = "n" > DataTime< / span > < span class = "n" > instance< / span > < span class = "p" > :< / span > < span class = "mi" > 2020< / span > < span class = "o" > -< / span > < span class = "mi" > 09< / span > < span class = "o" > -< / span > < span class = "mi" > 04< / span > < span class = "mi" > 18< / span > < span class = "p" > :< / span > < span class = "mi" > 00< / span > < span class = "p" > :< / span > < span class = "mi" > 00< / span > < span class = "o" > > < / span > < span class = "p" > ,< / span >
< span class = "o" > < < / span > < span class = "n" > DataTime< / span > < span class = "n" > instance< / span > < span class = "p" > :< / span > < span class = "mi" > 2020< / span > < span class = "o" > -< / span > < span class = "mi" > 09< / span > < span class = "o" > -< / span > < span class = "mi" > 04< / span > < span class = "mi" > 18< / span > < span class = "p" > :< / span > < span class = "mi" > 00< / span > < span class = "p" > :< / span > < span class = "mi" > 00< / span > < span class = "o" > > < / span > < span class = "p" > ]< / span >
< / pre > < / div >
< / div >
< / div >
< div class = "section" id = "dataaccesslayer-getgriddata" >
< h2 > DataAccessLayer.getGridData()< a class = "headerlink" href = "#dataaccesslayer-getgriddata" title = "Permalink to this headline" > ¶< / a > < / h2 >
< p > Now that we have our < code class = "docutils literal notranslate" > < span class = "pre" > request< / span > < / code > and DataTime < code class = "docutils literal notranslate" > < span class = "pre" > fcstRun< / span > < / code > arrays ready,
it’ < / p >
< div class = "highlight-ipython3 notranslate" > < div class = "highlight" > < pre > < span > < / span > < span class = "n" > response< / span > < span class = "o" > =< / span > < span class = "n" > DataAccessLayer< / span > < span class = "o" > .< / span > < span class = "n" > getGridData< / span > < span class = "p" > (< / span > < span class = "n" > request< / span > < span class = "p" > ,< / span > < span class = "p" > [< / span > < span class = "n" > fcstRun< / span > < span class = "p" > [< / span > < span class = "o" > -< / span > < span class = "mi" > 1< / span > < span class = "p" > ]])< / span >
< span class = "k" > for< / span > < span class = "n" > grid< / span > < span class = "ow" > in< / span > < span class = "n" > response< / span > < span class = "p" > :< / span >
< span class = "n" > data< / span > < span class = "o" > =< / span > < span class = "n" > grid< / span > < span class = "o" > .< / span > < span class = "n" > getRawData< / span > < span class = "p" > ()< / span >
< span class = "n" > lons< / span > < span class = "p" > ,< / span > < span class = "n" > lats< / span > < span class = "o" > =< / span > < span class = "n" > grid< / span > < span class = "o" > .< / span > < span class = "n" > getLatLonCoords< / span > < span class = "p" > ()< / span >
< span class = "nb" > print< / span > < span class = "p" > (< / span > < span class = "s1" > ' Time :' < / span > < span class = "p" > ,< / span > < span class = "nb" > str< / span > < span class = "p" > (< / span > < span class = "n" > grid< / span > < span class = "o" > .< / span > < span class = "n" > getDataTime< / span > < span class = "p" > ()))< / span >
< span class = "nb" > print< / span > < span class = "p" > (< / span > < span class = "s1" > ' Model:' < / span > < span class = "p" > ,< / span > < span class = "nb" > str< / span > < span class = "p" > (< / span > < span class = "n" > grid< / span > < span class = "o" > .< / span > < span class = "n" > getLocationName< / span > < span class = "p" > ()))< / span >
< span class = "nb" > print< / span > < span class = "p" > (< / span > < span class = "s1" > ' Parm :' < / span > < span class = "p" > ,< / span > < span class = "nb" > str< / span > < span class = "p" > (< / span > < span class = "n" > grid< / span > < span class = "o" > .< / span > < span class = "n" > getParameter< / span > < span class = "p" > ()))< / span >
< span class = "nb" > print< / span > < span class = "p" > (< / span > < span class = "s1" > ' Unit :' < / span > < span class = "p" > ,< / span > < span class = "nb" > str< / span > < span class = "p" > (< / span > < span class = "n" > grid< / span > < span class = "o" > .< / span > < span class = "n" > getUnit< / span > < span class = "p" > ()))< / span >
< span class = "nb" > print< / span > < span class = "p" > (< / span > < span class = "n" > data< / span > < span class = "o" > .< / span > < span class = "n" > shape< / span > < span class = "p" > )< / span >
< / pre > < / div >
< / div >
< div class = "highlight-default notranslate" > < div class = "highlight" > < pre > < span > < / span > < span class = "n" > Time< / span > < span class = "p" > :< / span > < span class = "mi" > 2020< / span > < span class = "o" > -< / span > < span class = "mi" > 09< / span > < span class = "o" > -< / span > < span class = "mi" > 04< / span > < span class = "mi" > 18< / span > < span class = "p" > :< / span > < span class = "mi" > 00< / span > < span class = "p" > :< / span > < span class = "mi" > 00< / span >
< span class = "n" > Model< / span > < span class = "p" > :< / span > < span class = "n" > RAP13< / span >
< span class = "n" > Parm< / span > < span class = "p" > :< / span > < span class = "n" > T< / span >
< span class = "n" > Unit< / span > < span class = "p" > :< / span > < span class = "n" > K< / span >
< span class = "p" > (< / span > < span class = "mi" > 337< / span > < span class = "p" > ,< / span > < span class = "mi" > 451< / span > < span class = "p" > )< / span >
< / pre > < / div >
< / div >
< / div >
< div class = "section" id = "plotting-with-matplotlib-and-cartopy" >
< h2 > Plotting with Matplotlib and Cartopy< a class = "headerlink" href = "#plotting-with-matplotlib-and-cartopy" title = "Permalink to this headline" > ¶< / a > < / h2 >
< p > < strong > 1. pcolormesh< / strong > < / p >
< div class = "highlight-ipython3 notranslate" > < div class = "highlight" > < pre > < span > < / span > < span class = "o" > %< / span > < span class = "k" > matplotlib< / span > inline
< span class = "kn" > import< / span > < span class = "nn" > matplotlib.pyplot< / span > < span class = "k" > as< / span > < span class = "nn" > plt< / span >
< span class = "kn" > import< / span > < span class = "nn" > matplotlib< / span >
< span class = "kn" > import< / span > < span class = "nn" > cartopy.crs< / span > < span class = "k" > as< / span > < span class = "nn" > ccrs< / span >
< span class = "kn" > import< / span > < span class = "nn" > cartopy.feature< / span > < span class = "k" > as< / span > < span class = "nn" > cfeature< / span >
< span class = "kn" > from< / span > < span class = "nn" > cartopy.mpl.gridliner< / span > < span class = "kn" > import< / span > < span class = "n" > LONGITUDE_FORMATTER< / span > < span class = "p" > ,< / span > < span class = "n" > LATITUDE_FORMATTER< / span >
< span class = "kn" > import< / span > < span class = "nn" > numpy< / span > < span class = "k" > as< / span > < span class = "nn" > np< / span >
< span class = "kn" > import< / span > < span class = "nn" > numpy.ma< / span > < span class = "k" > as< / span > < span class = "nn" > ma< / span >
< span class = "kn" > from< / span > < span class = "nn" > scipy.io< / span > < span class = "kn" > import< / span > < span class = "n" > loadmat< / span >
< span class = "kn" > from< / span > < span class = "nn" > scipy.constants< / span > < span class = "kn" > import< / span > < span class = "n" > convert_temperature< / span >
< span class = "k" > def< / span > < span class = "nf" > make_map< / span > < span class = "p" > (< / span > < span class = "n" > bbox< / span > < span class = "p" > ,< / span > < span class = "n" > projection< / span > < span class = "o" > =< / span > < span class = "n" > ccrs< / span > < span class = "o" > .< / span > < span class = "n" > PlateCarree< / span > < span class = "p" > ()):< / span >
< span class = "n" > fig< / span > < span class = "p" > ,< / span > < span class = "n" > ax< / span > < span class = "o" > =< / span > < span class = "n" > plt< / span > < span class = "o" > .< / span > < span class = "n" > subplots< / span > < span class = "p" > (< / span > < span class = "n" > figsize< / span > < span class = "o" > =< / span > < span class = "p" > (< / span > < span class = "mi" > 16< / span > < span class = "p" > ,< / span > < span class = "mi" > 9< / span > < span class = "p" > ),< / span >
< span class = "n" > subplot_kw< / span > < span class = "o" > =< / span > < span class = "nb" > dict< / span > < span class = "p" > (< / span > < span class = "n" > projection< / span > < span class = "o" > =< / span > < span class = "n" > projection< / span > < span class = "p" > ))< / span >
< span class = "n" > ax< / span > < span class = "o" > .< / span > < span class = "n" > set_extent< / span > < span class = "p" > (< / span > < span class = "n" > bbox< / span > < span class = "p" > )< / span >
< span class = "n" > ax< / span > < span class = "o" > .< / span > < span class = "n" > coastlines< / span > < span class = "p" > (< / span > < span class = "n" > resolution< / span > < span class = "o" > =< / span > < span class = "s1" > ' 50m' < / span > < span class = "p" > )< / span >
< span class = "n" > gl< / span > < span class = "o" > =< / span > < span class = "n" > ax< / span > < span class = "o" > .< / span > < span class = "n" > gridlines< / span > < span class = "p" > (< / span > < span class = "n" > draw_labels< / span > < span class = "o" > =< / span > < span class = "kc" > True< / span > < span class = "p" > )< / span >
< span class = "n" > gl< / span > < span class = "o" > .< / span > < span class = "n" > top_labels< / span > < span class = "o" > =< / span > < span class = "n" > gl< / span > < span class = "o" > .< / span > < span class = "n" > right_labels< / span > < span class = "o" > =< / span > < span class = "kc" > False< / span >
< span class = "n" > gl< / span > < span class = "o" > .< / span > < span class = "n" > xformatter< / span > < span class = "o" > =< / span > < span class = "n" > LONGITUDE_FORMATTER< / span >
< span class = "n" > gl< / span > < span class = "o" > .< / span > < span class = "n" > yformatter< / span > < span class = "o" > =< / span > < span class = "n" > LATITUDE_FORMATTER< / span >
< span class = "k" > return< / span > < span class = "n" > fig< / span > < span class = "p" > ,< / span > < span class = "n" > ax< / span >
< span class = "c1" > #convert temp from K to F< / span >
< span class = "n" > dataf< / span > < span class = "o" > =< / span > < span class = "n" > convert_temperature< / span > < span class = "p" > (< / span > < span class = "n" > data< / span > < span class = "p" > ,< / span > < span class = "s1" > ' K' < / span > < span class = "p" > ,< / span > < span class = "s1" > ' F' < / span > < span class = "p" > )< / span >
< span class = "n" > cmap< / span > < span class = "o" > =< / span > < span class = "n" > plt< / span > < span class = "o" > .< / span > < span class = "n" > get_cmap< / span > < span class = "p" > (< / span > < span class = "s1" > ' rainbow' < / span > < span class = "p" > )< / span >
< span class = "n" > bbox< / span > < span class = "o" > =< / span > < span class = "p" > [< / span > < span class = "n" > lons< / span > < span class = "o" > .< / span > < span class = "n" > min< / span > < span class = "p" > (),< / span > < span class = "n" > lons< / span > < span class = "o" > .< / span > < span class = "n" > max< / span > < span class = "p" > (),< / span > < span class = "n" > lats< / span > < span class = "o" > .< / span > < span class = "n" > min< / span > < span class = "p" > (),< / span > < span class = "n" > lats< / span > < span class = "o" > .< / span > < span class = "n" > max< / span > < span class = "p" > ()]< / span >
< span class = "n" > fig< / span > < span class = "p" > ,< / span > < span class = "n" > ax< / span > < span class = "o" > =< / span > < span class = "n" > make_map< / span > < span class = "p" > (< / span > < span class = "n" > bbox< / span > < span class = "o" > =< / span > < span class = "n" > bbox< / span > < span class = "p" > )< / span >
< span class = "n" > cs< / span > < span class = "o" > =< / span > < span class = "n" > ax< / span > < span class = "o" > .< / span > < span class = "n" > pcolormesh< / span > < span class = "p" > (< / span > < span class = "n" > lons< / span > < span class = "p" > ,< / span > < span class = "n" > lats< / span > < span class = "p" > ,< / span > < span class = "n" > dataf< / span > < span class = "p" > ,< / span > < span class = "n" > cmap< / span > < span class = "o" > =< / span > < span class = "n" > cmap< / span > < span class = "p" > )< / span >
< span class = "n" > cbar< / span > < span class = "o" > =< / span > < span class = "n" > fig< / span > < span class = "o" > .< / span > < span class = "n" > colorbar< / span > < span class = "p" > (< / span > < span class = "n" > cs< / span > < span class = "p" > ,< / span > < span class = "n" > extend< / span > < span class = "o" > =< / span > < span class = "s1" > ' both' < / span > < span class = "p" > ,< / span > < span class = "n" > shrink< / span > < span class = "o" > =< / span > < span class = "mf" > 0.5< / span > < span class = "p" > ,< / span > < span class = "n" > orientation< / span > < span class = "o" > =< / span > < span class = "s1" > ' horizontal' < / span > < span class = "p" > )< / span >
< span class = "n" > cbar< / span > < span class = "o" > .< / span > < span class = "n" > set_label< / span > < span class = "p" > (< / span > < span class = "n" > grid< / span > < span class = "o" > .< / span > < span class = "n" > getLocationName< / span > < span class = "p" > ()< / span > < span class = "o" > +< / span > < span class = "s2" > " " < / span > < span class = "o" > +< / span > < span class = "n" > grid< / span > < span class = "o" > .< / span > < span class = "n" > getLevel< / span > < span class = "p" > ()< / span > < span class = "o" > +< / span > < span class = "s2" > " " < / span > \
< span class = "o" > +< / span > < span class = "n" > grid< / span > < span class = "o" > .< / span > < span class = "n" > getParameter< / span > < span class = "p" > ()< / span > < span class = "o" > +< / span > < span class = "s2" > " (F) " < / span > \
< span class = "o" > +< / span > < span class = "s2" > " valid " < / span > < span class = "o" > +< / span > < span class = "nb" > str< / span > < span class = "p" > (< / span > < span class = "n" > grid< / span > < span class = "o" > .< / span > < span class = "n" > getDataTime< / span > < span class = "p" > ()< / span > < span class = "o" > .< / span > < span class = "n" > getRefTime< / span > < span class = "p" > ()))< / span >
< / pre > < / div >
< / div >
< img alt = "../../_images/Grid_Levels_and_Parameters_16_0.png" src = "../../_images/Grid_Levels_and_Parameters_16_0.png" / >
< p > < strong > 2. contourf< / strong > < / p >
< div class = "highlight-ipython3 notranslate" > < div class = "highlight" > < pre > < span > < / span > < span class = "n" > fig2< / span > < span class = "p" > ,< / span > < span class = "n" > ax2< / span > < span class = "o" > =< / span > < span class = "n" > make_map< / span > < span class = "p" > (< / span > < span class = "n" > bbox< / span > < span class = "o" > =< / span > < span class = "n" > bbox< / span > < span class = "p" > )< / span >
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< span class = "n" > vmin< / span > < span class = "o" > =< / span > < span class = "n" > dataf< / span > < span class = "o" > .< / span > < span class = "n" > min< / span > < span class = "p" > (),< / span > < span class = "n" > vmax< / span > < span class = "o" > =< / span > < span class = "n" > dataf< / span > < span class = "o" > .< / span > < span class = "n" > max< / span > < span class = "p" > (),< / span > < span class = "n" > extend< / span > < span class = "o" > =< / span > < span class = "s1" > ' both' < / span > < span class = "p" > )< / span >
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< span class = "o" > +< / span > < span class = "n" > grid< / span > < span class = "o" > .< / span > < span class = "n" > getParameter< / span > < span class = "p" > ()< / span > < span class = "o" > +< / span > < span class = "s2" > " (F) " < / span > \
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