{
 "cells": [
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {
    "collapsed": false
   },
   "outputs": [],
   "source": [
    "from awips.dataaccess import DataAccessLayer\n",
    "\n",
    "# Set host\n",
    "DataAccessLayer.changeEDEXHost(\"edex-cloud.unidata.ucar.edu\")\n",
    "# Init data request\n",
    "request = DataAccessLayer.newDataRequest()\n",
    "request.setDatatype(\"obs\")\n",
    "request.setLocationNames(\"KBJC\")\n",
    "datatimes = DataAccessLayer.getAvailableTimes(request)\n",
    "time = datatimes[-1].validPeriod\n",
    "\n",
    "# \"presWeather\",\"skyCover\",\"skyLayerBase\"\n",
    "# are multi-dimensional... deal with these later\n",
    "request.setParameters(\n",
    "    \"stationName\",\n",
    "    \"timeObs\",\n",
    "    \"wmoId\",\n",
    "    \"autoStationType\",\n",
    "    \"elevation\",\n",
    "    \"reportType\",\n",
    "    \"temperature\",\n",
    "    \"tempFromTenths\",\n",
    "    \"dewpoint\",\n",
    "    \"dpFromTenths\",\n",
    "    \"windDir\",\n",
    "    \"windSpeed\",\n",
    "    \"windGust\",\n",
    "    \"visibility\",\n",
    "    \"altimeter\",\n",
    "    \"seaLevelPress\",\n",
    "    \"pressChange3Hour\",\n",
    "    \"pressChangeChar\",\n",
    "    \"maxTemp24Hour\",\n",
    "    \"minTemp24Hour\",\n",
    "    \"precip1Hour\",\n",
    "    \"precip3Hour\",\n",
    "    \"precip6Hour\",\n",
    "    \"precip24Hour\"\n",
    ")\n",
    "\n",
    "response = DataAccessLayer.getGeometryData(request,times=time)\n",
    "for ob in response:\n",
    "    print \"getParameters is\",ob.getParameters()\n",
    "    print len(ob.getParameters())\n",
    "    #getParameters\n",
    "    print ob.getString(\"stationName\"), \"from\", ob.getDataTime().getRefTime()\n",
    "    print \"stationName is\",ob.getString(\"stationName\")\n",
    "    print \"timeObs is\",ob.getString(\"timeObs\")\n",
    "    print \"wmoId is\",ob.getString(\"wmoId\")\n",
    "    print \"autoStationType is\",ob.getString(\"autoStationType\")\n",
    "    print \"elevation is\",ob.getString(\"elevation\")\n",
    "    print \"reportType is\",ob.getString(\"reportType\")\n",
    "    print \"temperature is\",ob.getString(\"temperature\")\n",
    "    print \"tempFromTenths is\",ob.getString(\"tempFromTenths\")\n",
    "    print \"dewpoint is\",ob.getString(\"dewpoint\")\n",
    "    print \"dpFromTenths is\",ob.getString(\"dpFromTenths\")\n",
    "    print \"windDir is\",ob.getString(\"windDir\")\n",
    "    print \"windSpeed is\",ob.getString(\"windSpeed\")\n",
    "    print \"windGust is\",ob.getString(\"windGust\")\n",
    "    print \"visibility is\",ob.getString(\"visibility\")\n",
    "    print \"altimeter is\",ob.getString(\"altimeter\")\n",
    "    print \"seaLevelPress is\",ob.getString(\"seaLevelPress\")\n",
    "    print \"pressChange3Hour is\",ob.getString(\"pressChange3Hour\")\n",
    "    print \"pressChangeChar is\",ob.getString(\"pressChangeChar\")\n",
    "    print \"maxTemp24Hour is\",ob.getString(\"maxTemp24Hour\")\n",
    "    print \"minTemp24Hour is\",ob.getString(\"minTemp24Hour\")\n",
    "    print \"precip1Hour is\",ob.getString(\"precip1Hour\")\n",
    "    print \"precip3Hour is\",ob.getString(\"precip3Hour\")\n",
    "    print \"precip6Hour is\",ob.getString(\"precip6Hour\")\n",
    "    print \"precip24Hour is\",ob.getString(\"precip24Hour\")"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {
    "collapsed": false
   },
   "outputs": [],
   "source": [
    "# multi-dimensional present WX\n",
    "request = DataAccessLayer.newDataRequest()\n",
    "request.setDatatype(\"obs\")\n",
    "request.setLocationNames(\"KBJC\")\n",
    "request.setParameters(\"presWeather\")\n",
    "response = DataAccessLayer.getGeometryData(request,times=time)\n",
    "for ob in response:\n",
    "    print \"getParameters is\",ob.getParameters()\n",
    "    print ob.getString(\"presWeather\")\n",
    "\n",
    "\n",
    "# multi-dimensional Sky Condition\n",
    "request.setParameters(\"skyCover\", \"skyLayerBase\")\n",
    "response = DataAccessLayer.getGeometryData(request,times=time)\n",
    "for ob in response:\n",
    "    print ob.getString(\"skyCover\")\n",
    "    print ob.getString(\"skyLayerBase\")"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## Synop/Marine"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {
    "collapsed": false
   },
   "outputs": [],
   "source": [
    "from awips.dataaccess import DataAccessLayer\n",
    "\n",
    "request = DataAccessLayer.newDataRequest()\n",
    "request.setDatatype(\"sfcobs\")\n",
    "request.setLocationNames(\"72421\") # Covington, Kentucky (KCVG)\n",
    "\n",
    "request.setParameters(\"stationId\",\"timeObs\",\"elevation\",\"reportType\",\n",
    "                  \"wx_present\",\"visibility\",\"seaLevelPress\",\"stationPress\",\n",
    "                  \"pressChange3Hour\",\"pressChangeChar\",\"temperature\",\n",
    "                  \"dewpoint\",\"seaSurfaceTemp\",\"wetBulb\",\"windDir\",\n",
    "                  \"windSpeed\",\"equivWindSpeed10m\",\"windGust\",\"precip1Hour\",\n",
    "                  \"precip6Hour\",\"precip24Hour\" )\n",
    "\n",
    "datatimes = DataAccessLayer.getAvailableTimes(request)\n",
    "time = datatimes[-1].validPeriod\n",
    "\n",
    "response = DataAccessLayer.getGeometryData(request,times=time)\n",
    "print response\n",
    "for ob in response:\n",
    "    print \"getParameters is\",ob.getParameters()\n",
    "    print len(ob.getParameters())\n"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## Profiler"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {
    "collapsed": false
   },
   "outputs": [],
   "source": [
    "MULTI_DIM_PARAMS = set(['vComponent', 'uComponent', 'peakPower', \n",
    "                            'levelMode', 'uvQualityCode', 'consensusNum', \n",
    "                            'HorizSpStdDev', 'wComponent', 'height', \n",
    "                            'VertSpStdDev'])\n",
    "\n",
    "request = DataAccessLayer.newDataRequest(\"profiler\")\n",
    "request.setParameters('numProfLvls', 'elevation', 'windDirSfc', 'validTime', \n",
    "                  'windSpeedSfc', 'pressure', 'submode', 'relHumidity', \n",
    "                  'profilerId', 'rainRate', 'temperature')\n",
    "request.getParameters().extend(MULTI_DIM_PARAMS)\n",
    "\n",
    "datatimes = DataAccessLayer.getAvailableTimes(request)\n",
    "time = datatimes[-1].validPeriod\n",
    "\n",
    "response = DataAccessLayer.getGeometryData(request,times=time)\n",
    "print response\n",
    "for ob in response:\n",
    "    print \"getParameters is\",ob.getParameters()\n",
    "    print len(ob.getParameters())"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## ACARS"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {
    "collapsed": false
   },
   "outputs": [],
   "source": [
    "request = DataAccessLayer.newDataRequest(\"acars\")\n",
    "request.setParameters(\"tailNumber\", \"receiver\", \"pressure\", \"flightPhase\", \n",
    "                  \"rollAngleQuality\", \"temp\", \"windDirection\", \"windSpeed\",\n",
    "                  \"humidity\", \"mixingRatio\", \"icing\")\n",
    "datatimes = DataAccessLayer.getAvailableTimes(request)\n",
    "time = datatimes[-1].validPeriod\n",
    "\n",
    "response = DataAccessLayer.getGeometryData(request,times=time)\n",
    "print response\n",
    "for ob in response:\n",
    "    print \"getParameters is\",ob.getParameters()\n",
    "    print len(ob.getParameters())"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## AIREP"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {
    "collapsed": false
   },
   "outputs": [],
   "source": [
    "request = DataAccessLayer.newDataRequest(\"airep\")\n",
    "request.setParameters(\"id\", \"flightLevel\", \"temp\", \"windDirection\", \"windSpeed\",\n",
    "                  \"flightWeather\", \"flightHazard\", \"flightConditions\")\n",
    "\n",
    "datatimes = DataAccessLayer.getAvailableTimes(request)\n",
    "time = datatimes[-1].validPeriod\n",
    "\n",
    "response = DataAccessLayer.getGeometryData(request,times=time)\n",
    "print response\n",
    "for ob in response:\n",
    "    print \"getParameters is\",ob.getParameters()\n",
    "    print len(ob.getParameters())"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## PIREP"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {
    "collapsed": false
   },
   "outputs": [],
   "source": [
    "MULTI_DIM_PARAMS = set([\"hazardType\", \n",
    "                        \"turbType\", \"turbBaseHeight\", \"turbTopHeight\",\n",
    "                        \"iceType\", \"iceBaseHeight\", \"iceTopHeight\",\n",
    "                        \"skyCover1\", \"skyCover2\", \"skyBaseHeight\", \"skyTopHeight\"\n",
    "                        ])\n",
    "    \n",
    "request = DataAccessLayer.newDataRequest(\"pirep\")\n",
    "request.setParameters('id', 'flightLevel', 'temp', 'windDirection', 'windSpeed',\n",
    "                  'horzVisibility', 'aircraftType', 'weatherGroup')\n",
    "request.getParameters().extend(MULTI_DIM_PARAMS)\n",
    "\n",
    "datatimes = DataAccessLayer.getAvailableTimes(request)\n",
    "time = datatimes[-1].validPeriod\n",
    "\n",
    "response = DataAccessLayer.getGeometryData(request,times=time)\n",
    "print response\n",
    "for ob in response:\n",
    "    print \"getParameters is\",ob.getParameters()\n",
    "    print len(ob.getParameters())"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {
    "collapsed": true
   },
   "outputs": [],
   "source": []
  }
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