=========== Surface Obs =========== `Notebook `_ .. code:: python from awips.dataaccess import DataAccessLayer # Set host DataAccessLayer.changeEDEXHost("edex-cloud.unidata.ucar.edu") # Init data request request = DataAccessLayer.newDataRequest() request.setDatatype("obs") request.setLocationNames("KBJC") datatimes = DataAccessLayer.getAvailableTimes(request) time = datatimes[-1].validPeriod # "presWeather","skyCover","skyLayerBase" # are multi-dimensional... deal with these later request.setParameters( "stationName", "timeObs", "wmoId", "autoStationType", "elevation", "reportType", "temperature", "tempFromTenths", "dewpoint", "dpFromTenths", "windDir", "windSpeed", "windGust", "visibility", "altimeter", "seaLevelPress", "pressChange3Hour", "pressChangeChar", "maxTemp24Hour", "minTemp24Hour", "precip1Hour", "precip3Hour", "precip6Hour", "precip24Hour" ) response = DataAccessLayer.getGeometryData(request,times=time) for ob in response: print "getParameters is",ob.getParameters() print len(ob.getParameters()) #getParameters print ob.getString("stationName"), "from", ob.getDataTime().getRefTime() print "stationName is",ob.getString("stationName") print "timeObs is",ob.getString("timeObs") print "wmoId is",ob.getString("wmoId") print "autoStationType is",ob.getString("autoStationType") print "elevation is",ob.getString("elevation") print "reportType is",ob.getString("reportType") print "temperature is",ob.getString("temperature") print "tempFromTenths is",ob.getString("tempFromTenths") print "dewpoint is",ob.getString("dewpoint") print "dpFromTenths is",ob.getString("dpFromTenths") print "windDir is",ob.getString("windDir") print "windSpeed is",ob.getString("windSpeed") print "windGust is",ob.getString("windGust") print "visibility is",ob.getString("visibility") print "altimeter is",ob.getString("altimeter") print "seaLevelPress is",ob.getString("seaLevelPress") print "pressChange3Hour is",ob.getString("pressChange3Hour") print "pressChangeChar is",ob.getString("pressChangeChar") print "maxTemp24Hour is",ob.getString("maxTemp24Hour") print "minTemp24Hour is",ob.getString("minTemp24Hour") print "precip1Hour is",ob.getString("precip1Hour") print "precip3Hour is",ob.getString("precip3Hour") print "precip6Hour is",ob.getString("precip6Hour") print "precip24Hour is",ob.getString("precip24Hour") .. parsed-literal:: getParameters is ['precip1Hour', 'tempFromTenths', 'precip24Hour', 'seaLevelPress', 'pressChange3Hour', 'temperature', 'dpFromTenths', 'reportType', 'pressChangeChar', 'elevation', 'precip3Hour', 'dewpoint', 'visibility', 'timeObs', 'maxTemp24Hour', 'stationName', 'altimeter', 'autoStationType', 'wmoId', 'windDir', 'windSpeed', 'minTemp24Hour', 'windGust', 'precip6Hour'] 24 KBJC from Mar 15 16 22:46:00 GMT stationName is KBJC timeObs is 1458081960000 wmoId is -9999 autoStationType is elevation is 1729.0 reportType is METAR temperature is 7.0 tempFromTenths is -9999.0 dewpoint is -12.0 dpFromTenths is -9999.0 windDir is 230.0 windSpeed is 15.0 windGust is 25.0 visibility is 60.0 altimeter is 29.9599990845 seaLevelPress is -9999.0 pressChange3Hour is -9999.0 pressChangeChar is maxTemp24Hour is -9999.0 minTemp24Hour is -9999.0 precip1Hour is -9999.0 precip3Hour is -9999.0 precip6Hour is -9999.0 precip24Hour is -9999.0 .. code:: python # multi-dimensional present WX request = DataAccessLayer.newDataRequest() request.setDatatype("obs") request.setLocationNames("KBJC") request.setParameters("presWeather") response = DataAccessLayer.getGeometryData(request,times=time) for ob in response: print "getParameters is",ob.getParameters() print ob.getString("presWeather") # multi-dimensional Sky Condition request.setParameters("skyCover", "skyLayerBase") response = DataAccessLayer.getGeometryData(request,times=time) for ob in response: print ob.getString("skyCover") print ob.getString("skyLayerBase") .. parsed-literal:: getParameters is ['presWeather'] VCSH getParameters is ['presWeather'] getParameters is ['presWeather'] getParameters is ['presWeather'] getParameters is ['presWeather'] FEW 8000.0 SCT 12000.0 BKN 20000.0 -9999.0 -9999.0 -9999.0 Synop/Marine ------------ .. code:: python from awips.dataaccess import DataAccessLayer DataAccessLayer.changeEDEXHost("edex-cloud.unidata.ucar.edu") request = DataAccessLayer.newDataRequest() request.setDatatype("sfcobs") request.setLocationNames("72421") # Covington, Kentucky (KCVG) request.setParameters("stationId","timeObs","elevation","reportType", "wx_present","visibility","seaLevelPress","stationPress", "pressChange3Hour","pressChangeChar","temperature", "dewpoint","seaSurfaceTemp","wetBulb","windDir", "windSpeed","equivWindSpeed10m","windGust","precip1Hour", "precip6Hour","precip24Hour" ) datatimes = DataAccessLayer.getAvailableTimes(request) time = datatimes[-1].validPeriod response = DataAccessLayer.getGeometryData(request,times=time) print response for ob in response: print "getParameters is",ob.getParameters() print len(ob.getParameters()) .. parsed-literal:: [] getParameters is ['windDir', 'pressChange3Hour', 'elevation', 'temperature', 'wetBulb', 'wx_present', 'stationPress', 'visibility', 'dewpoint', 'stationId', 'precip1Hour', 'equivWindSpeed10m', 'windSpeed', 'pressChangeChar', 'windGust', 'timeObs', 'reportType', 'precip6Hour', 'precip24Hour', 'seaSurfaceTemp', 'seaLevelPress'] 21 Profiler -------- .. code:: python MULTI_DIM_PARAMS = set(['vComponent', 'uComponent', 'peakPower', 'levelMode', 'uvQualityCode', 'consensusNum', 'HorizSpStdDev', 'wComponent', 'height', 'VertSpStdDev']) request = DataAccessLayer.newDataRequest("profiler") request.setParameters('numProfLvls', 'elevation', 'windDirSfc', 'validTime', 'windSpeedSfc', 'pressure', 'submode', 'relHumidity', 'profilerId', 'rainRate', 'temperature') request.getParameters().extend(MULTI_DIM_PARAMS) datatimes = DataAccessLayer.getAvailableTimes(request) time = datatimes[-1].validPeriod response = DataAccessLayer.getGeometryData(request,times=time) print response for ob in response: print "getParameters is",ob.getParameters() print len(ob.getParameters()) .. parsed-literal:: [, , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , ] getParameters is ['vComponent', 'uComponent', 'peakPower', 'levelMode', 'uvQualityCode', 'consensusNum', 'HorizSpStdDev', 'wComponent', 'height', 'VertSpStdDev'] 10 getParameters is ['vComponent', 'uComponent', 'peakPower', 'levelMode', 'uvQualityCode', 'consensusNum', 'HorizSpStdDev', 'wComponent', 'height', 'VertSpStdDev'] 10 getParameters is ['vComponent', 'uComponent', 'peakPower', 'levelMode', 'uvQualityCode', 'consensusNum', 'HorizSpStdDev', 'wComponent', 'height', 'VertSpStdDev'] 10 getParameters is ['vComponent', 'uComponent', 'peakPower', 'levelMode', 'uvQualityCode', 'consensusNum', 'HorizSpStdDev', 'wComponent', 'height', 'VertSpStdDev'] 10 getParameters is ['vComponent', 'uComponent', 'peakPower', 'levelMode', 'uvQualityCode', 'consensusNum', 'HorizSpStdDev', 'wComponent', 'height', 'VertSpStdDev'] 10 getParameters is ['vComponent', 'uComponent', 'peakPower', 'levelMode', 'uvQualityCode', 'consensusNum', 'HorizSpStdDev', 'wComponent', 'height', 'VertSpStdDev'] 10 getParameters is ['vComponent', 'uComponent', 'peakPower', 'levelMode', 'uvQualityCode', 'consensusNum', 'HorizSpStdDev', 'wComponent', 'height', 'VertSpStdDev'] 10 getParameters is ['vComponent', 'uComponent', 'peakPower', 'levelMode', 'uvQualityCode', 'consensusNum', 'HorizSpStdDev', 'wComponent', 'height', 'VertSpStdDev'] 10 getParameters is ['vComponent', 'uComponent', 'peakPower', 'levelMode', 'uvQualityCode', 'consensusNum', 'HorizSpStdDev', 'wComponent', 'height', 'VertSpStdDev'] 10 getParameters is ['vComponent', 'uComponent', 'peakPower', 'levelMode', 'uvQualityCode', 'consensusNum', 'HorizSpStdDev', 'wComponent', 'height', 'VertSpStdDev'] 10 getParameters is ['vComponent', 'uComponent', 'peakPower', 'levelMode', 'uvQualityCode', 'consensusNum', 'HorizSpStdDev', 'wComponent', 'height', 'VertSpStdDev'] 10 getParameters is ['vComponent', 'uComponent', 'peakPower', 'levelMode', 'uvQualityCode', 'consensusNum', 'HorizSpStdDev', 'wComponent', 'height', 'VertSpStdDev'] 10 getParameters is ['vComponent', 'uComponent', 'peakPower', 'levelMode', 'uvQualityCode', 'consensusNum', 'HorizSpStdDev', 'wComponent', 'height', 'VertSpStdDev'] 10 getParameters is ['vComponent', 'uComponent', 'peakPower', 'levelMode', 'uvQualityCode', 'consensusNum', 'HorizSpStdDev', 'wComponent', 'height', 'VertSpStdDev'] 10 getParameters is ['vComponent', 'uComponent', 'peakPower', 'levelMode', 'uvQualityCode', 'consensusNum', 'HorizSpStdDev', 'wComponent', 'height', 'VertSpStdDev'] 10 getParameters is ['vComponent', 'uComponent', 'peakPower', 'levelMode', 'uvQualityCode', 'consensusNum', 'HorizSpStdDev', 'wComponent', 'height', 'VertSpStdDev'] 10 getParameters is ['vComponent', 'uComponent', 'peakPower', 'levelMode', 'uvQualityCode', 'consensusNum', 'HorizSpStdDev', 'wComponent', 'height', 'VertSpStdDev'] 10 getParameters is ['numProfLvls', 'elevation', 'windDirSfc', 'validTime', 'windSpeedSfc', 'pressure', 'submode', 'relHumidity', 'profilerId', 'rainRate', 'temperature'] 11 getParameters is ['vComponent', 'uComponent', 'peakPower', 'levelMode', 'uvQualityCode', 'consensusNum', 'HorizSpStdDev', 'wComponent', 'height', 'VertSpStdDev'] 10 getParameters is ['vComponent', 'uComponent', 'peakPower', 'levelMode', 'uvQualityCode', 'consensusNum', 'HorizSpStdDev', 'wComponent', 'height', 'VertSpStdDev'] 10 getParameters is ['vComponent', 'uComponent', 'peakPower', 'levelMode', 'uvQualityCode', 'consensusNum', 'HorizSpStdDev', 'wComponent', 'height', 'VertSpStdDev'] 10 getParameters is ['vComponent', 'uComponent', 'peakPower', 'levelMode', 'uvQualityCode', 'consensusNum', 'HorizSpStdDev', 'wComponent', 'height', 'VertSpStdDev'] 10 getParameters is ['vComponent', 'uComponent', 'peakPower', 'levelMode', 'uvQualityCode', 'consensusNum', 'HorizSpStdDev', 'wComponent', 'height', 'VertSpStdDev'] 10 getParameters is ['vComponent', 'uComponent', 'peakPower', 'levelMode', 'uvQualityCode', 'consensusNum', 'HorizSpStdDev', 'wComponent', 'height', 'VertSpStdDev'] 10 getParameters is ['vComponent', 'uComponent', 'peakPower', 'levelMode', 'uvQualityCode', 'consensusNum', 'HorizSpStdDev', 'wComponent', 'height', 'VertSpStdDev'] 10 getParameters is ['vComponent', 'uComponent', 'peakPower', 'levelMode', 'uvQualityCode', 'consensusNum', 'HorizSpStdDev', 'wComponent', 'height', 'VertSpStdDev'] 10 getParameters is ['vComponent', 'uComponent', 'peakPower', 'levelMode', 'uvQualityCode', 'consensusNum', 'HorizSpStdDev', 'wComponent', 'height', 'VertSpStdDev'] 10 getParameters is ['vComponent', 'uComponent', 'peakPower', 'levelMode', 'uvQualityCode', 'consensusNum', 'HorizSpStdDev', 'wComponent', 'height', 'VertSpStdDev'] 10 getParameters is ['vComponent', 'uComponent', 'peakPower', 'levelMode', 'uvQualityCode', 'consensusNum', 'HorizSpStdDev', 'wComponent', 'height', 'VertSpStdDev'] 10 getParameters is ['vComponent', 'uComponent', 'peakPower', 'levelMode', 'uvQualityCode', 'consensusNum', 'HorizSpStdDev', 'wComponent', 'height', 'VertSpStdDev'] 10 getParameters is ['vComponent', 'uComponent', 'peakPower', 'levelMode', 'uvQualityCode', 'consensusNum', 'HorizSpStdDev', 'wComponent', 'height', 'VertSpStdDev'] 10 getParameters is ['vComponent', 'uComponent', 'peakPower', 'levelMode', 'uvQualityCode', 'consensusNum', 'HorizSpStdDev', 'wComponent', 'height', 'VertSpStdDev'] 10 getParameters is ['vComponent', 'uComponent', 'peakPower', 'levelMode', 'uvQualityCode', 'consensusNum', 'HorizSpStdDev', 'wComponent', 'height', 'VertSpStdDev'] 10 getParameters is ['vComponent', 'uComponent', 'peakPower', 'levelMode', 'uvQualityCode', 'consensusNum', 'HorizSpStdDev', 'wComponent', 'height', 'VertSpStdDev'] 10 getParameters is ['vComponent', 'uComponent', 'peakPower', 'levelMode', 'uvQualityCode', 'consensusNum', 'HorizSpStdDev', 'wComponent', 'height', 'VertSpStdDev'] 10 getParameters is ['vComponent', 'uComponent', 'peakPower', 'levelMode', 'uvQualityCode', 'consensusNum', 'HorizSpStdDev', 'wComponent', 'height', 'VertSpStdDev'] 10 getParameters is ['vComponent', 'uComponent', 'peakPower', 'levelMode', 'uvQualityCode', 'consensusNum', 'HorizSpStdDev', 'wComponent', 'height', 'VertSpStdDev'] 10 getParameters is ['numProfLvls', 'elevation', 'windDirSfc', 'validTime', 'windSpeedSfc', 'pressure', 'submode', 'relHumidity', 'profilerId', 'rainRate', 'temperature'] 11 ACARS ----- .. code:: python request = DataAccessLayer.newDataRequest("acars") request.setParameters("tailNumber", "receiver", "pressure", "flightPhase", "rollAngleQuality", "temp", "windDirection", "windSpeed", "humidity", "mixingRatio", "icing") datatimes = DataAccessLayer.getAvailableTimes(request) time = datatimes[-1].validPeriod response = DataAccessLayer.getGeometryData(request,times=time) print response for ob in response: print "getParameters is",ob.getParameters() print len(ob.getParameters()) .. parsed-literal:: [] getParameters is ['flightPhase', 'icing', 'temp', 'humidity', 'pressure', 'windSpeed', 'receiver', 'mixingRatio', 'windDirection', 'rollAngleQuality', 'tailNumber'] 11 AIREP ----- .. code:: python request = DataAccessLayer.newDataRequest("airep") request.setParameters("id", "flightLevel", "temp", "windDirection", "windSpeed", "flightWeather", "flightHazard", "flightConditions") datatimes = DataAccessLayer.getAvailableTimes(request) time = datatimes[-1].validPeriod response = DataAccessLayer.getGeometryData(request,times=time) print response for ob in response: print "getParameters is",ob.getParameters() print len(ob.getParameters()) .. parsed-literal:: [] getParameters is ['flightWeather', 'flightHazard', 'flightConditions', 'windSpeed', 'flightLevel', 'id'] 6 PIREP ----- .. code:: python MULTI_DIM_PARAMS = set(["hazardType", "turbType", "turbBaseHeight", "turbTopHeight", "iceType", "iceBaseHeight", "iceTopHeight", "skyCover1", "skyCover2", "skyBaseHeight", "skyTopHeight" ]) request = DataAccessLayer.newDataRequest("pirep") request.setParameters('id', 'flightLevel', 'temp', 'windDirection', 'windSpeed', 'horzVisibility', 'aircraftType', 'weatherGroup') request.getParameters().extend(MULTI_DIM_PARAMS) datatimes = DataAccessLayer.getAvailableTimes(request) time = datatimes[-1].validPeriod response = DataAccessLayer.getGeometryData(request,times=time) print response for ob in response: print "getParameters is",ob.getParameters() print len(ob.getParameters()) .. parsed-literal:: [, ] getParameters is ['skyTopHeight', 'skyBaseHeight', 'turbTopHeight', 'iceBaseHeight', 'skyCover1', 'turbBaseHeight', 'iceType', 'iceTopHeight', 'turbType', 'hazardType', 'skyCover2'] 11 getParameters is ['horzVisibility', 'weatherGroup', 'windSpeed', 'aircraftType', 'flightLevel', 'id'] 6