diff --git a/README.rst b/README.rst index 9c3a838..306bfcd 100644 --- a/README.rst +++ b/README.rst @@ -21,23 +21,24 @@ Install Requirements ------------- -- Python 2.7 or later +- Python 2.7 minimum - pip install numpy shapely +- pip install metpy enum34 - to run Jupyter Notebook examples -From Github +Install from Github ----------- - git clone https://github.com/Unidata/python-awips.git - cd python-awips -- python setup.py install +- python setup.py install -Install for AWIPS II Python +Install for AWIPS Python (/awips2/python) -------------------- -AWIPS II >=15.1.3 (March 2016) has `python-awips` installed in /awips2/python, as well as a full meteorological data stack (metpy, matplotlib, numpy, etc). +AWIPS II >=15.1.3 (March 2016) has `python-awips` bundled with the awips2-server and awips2-cave groups, as well as a full meteorological data stack (metpy, matplotlib, numpy, etc). -For AWIPS II systems 15.1.2 and lower: +Easy install on an AWIPS system - wget https://bootstrap.pypa.io/ez_setup.py -O - | /awips2/python/bin/python - /awips2/python/bin/easy_install pip diff --git a/docs/source/about.rst b/docs/source/about.rst index ff7c585..b3fb40b 100644 --- a/docs/source/about.rst +++ b/docs/source/about.rst @@ -44,25 +44,27 @@ AWIPS II Python Stack --------------------- A number of Python packages are bundled with the AWIPS II EDEX and CAVE -installations, on top of base Python 2.7.9. +installations. ====================== ============== ============================== Package Version RPM Name ====================== ============== ============================== -Python 2.7.9 awips2-python -**awips** **0.9.3** **awips2-python-awips** +Python 2.7.10 awips2-python +**awips** **0.9.4** **awips2-python-awips** basemap 1.0.7 awips2-python-basemap cartopy 0.13.0 awips2-python-cartopy cherrypy 3.1.2 awips2-python-cherrypy cycler 0.10.0 awips2-python-cycler cython 0.23.4 awips2-python-cython dateutil 2.5.0 awips2-python-dateutil +gfe 1.0.0 awips2-python-gfe h5py 1.3.0 awips2-python-h5py +jep 3.4.1 awips2-python-jep matplotlib 1.5.1 awips2-python-matplotlib metpy 0.3.0 awips2-python-metpy nose 0.11.1 awips2-python-nose -numpy 1.10.4 awips2-python-numpy +numpy 1.8.0 awips2-python-numpy pil 1.1.6 awips2-python-pil pint 0.7.2 awips2-python-pint pmw 1.3.2 awips2-python-pmw @@ -72,7 +74,7 @@ pygtk 2.8.6 awips2-python-pygtk pyparsing 2.1.0 awips2-python-pyparsing qpid 0.32 awips2-python-qpid scientific 2.8 awips2-python-scientific -scipy 0.17.0 awips2-python-scipy +scipy 0.9.0 awips2-python-scipy shapely 1.5.9 awips2-python-shapely six 1.10.0 awips2-python-six tables 2.1.2 awips2-python-tables diff --git a/docs/source/conf.py b/docs/source/conf.py index 4797b6b..03d0c69 100644 --- a/docs/source/conf.py +++ b/docs/source/conf.py @@ -65,7 +65,7 @@ author = u'Unidata' # built documents. # # The short X.Y version. -version = u'0.9.3' +version = u'0.9.4' # The full version, including alpha/beta/rc tags. # The language for content autogenerated by Sphinx. Refer to documentation diff --git a/docs/source/install.rst b/docs/source/install.rst index cb6e594..5ea8457 100644 --- a/docs/source/install.rst +++ b/docs/source/install.rst @@ -1,3 +1,5 @@ +.. _Jupyter Notebook: http://nbviewer.jupyter.org/github/Unidata/python-awips/tree/master/examples/notebooks + Install python-awips ------------------ @@ -8,22 +10,24 @@ Requirements - Python 2.7 or later - pip install numpy shapely +- pip install metpy enum34 - to run `Jupyter Notebook`_ examples -From Github -~~~~~~~~~~~~ +Install from Github +~~~~~~~~~~~~~~~~~~~~~~~~~~~ - git clone https://github.com/Unidata/python-awips.git - cd python-awips -- python setup.py install +- python setup.py install -Install for AWIPS II Python +Install for AWIPS (/awips2/python) ~~~~~~~~~~~~~~~~~~~~~~~~~~~ -AWIPS II >=15.1.3 (March 2016) has `python-awips` installed in /awips2/python, as well as a full meteorological data stack (metpy, matplotlib, numpy, etc). +AWIPS II >=15.1.3 (March 2016) has `python-awips` bundled with the awips2-server and awips2-cave groups, as well as a full meteorological data stack (metpy, matplotlib, numpy, etc). -For AWIPS II systems 15.1.2 and lower: +Easy install on an AWIPS system - wget https://bootstrap.pypa.io/ez_setup.py -O - | /awips2/python/bin/python - /awips2/python/bin/easy_install pip - /awips2/python/bin/pip install python-awips + diff --git a/examples/notebooks/Grid_Levels_and_Parameters.ipynb b/examples/notebooks/Grid_Levels_and_Parameters.ipynb index 4336ea5..f0a7231 100644 --- a/examples/notebooks/Grid_Levels_and_Parameters.ipynb +++ b/examples/notebooks/Grid_Levels_and_Parameters.ipynb @@ -953,7 +953,7 @@ "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython2", - "version": "2.7.9" + "version": "2.7.10" } }, "nbformat": 4, diff --git a/examples/notebooks/Model_Sounding_Data.ipynb b/examples/notebooks/Model_Sounding_Data.ipynb new file mode 100644 index 0000000..7d80a8c --- /dev/null +++ b/examples/notebooks/Model_Sounding_Data.ipynb @@ -0,0 +1,584 @@ +{ + "cells": [ + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "The EDEX modelsounding plugin creates 64-level vertical profiles from GFS and ETA (NAM) model runs. As of AWIPS release 16.1.5, the available locations are limited to stations around OAX (Omaha) due to localization (16.2.2 will allow requests for all stations)." + ] + }, + { + "cell_type": "code", + "execution_count": 3, + "metadata": { + "collapsed": false, + "scrolled": true + }, + "outputs": [], + "source": [ + "from awips.dataaccess import DataAccessLayer\n", + "DataAccessLayer.changeEDEXHost(\"edex-cloud.unidata.ucar.edu\")\n", + "request = DataAccessLayer.newDataRequest()\n", + "request.setDatatype(\"modelsounding\")" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## Print available locations" + ] + }, + { + "cell_type": "code", + "execution_count": 4, + "metadata": { + "collapsed": false + }, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "CHE\n", + "CRL\n", + "EAX\n", + "HSI\n", + "KDSM\n", + "KFOE\n", + "KFRM\n", + "KFSD\n", + "KGRI\n", + "KLNK\n", + "KMCI\n", + "KMCW\n", + "KMHE\n", + "KMHK\n", + "KMKC\n", + "KOFK\n", + "KOMA\n", + "KRSL\n", + "KSLN\n", + "KSTJ\n", + "KSUX\n", + "KTOP\n", + "KYKN\n", + "OAX\n", + "P#8\n", + "P#9\n", + "P#A\n", + "P#G\n", + "P#I\n", + "RDD\n", + "WSC\n" + ] + } + ], + "source": [ + "availableLocs = DataAccessLayer.getAvailableLocationNames(request)\n", + "availableLocs.sort()\n", + "for loc in availableLocs: print loc" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## Set report type\n", + "\n", + "**addItendifier(\"reportType\",modelName)** must be called here or else **request** will return both GFS and \"ETA\"" + ] + }, + { + "cell_type": "code", + "execution_count": 5, + "metadata": { + "collapsed": false + }, + "outputs": [], + "source": [ + "request.addIdentifier(\"reportType\", \"ETA\")\n", + "request.setLocationNames(\"OAX\")" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## List available parameters\n", + "\n", + "Parameters available as vertical profiles as specified in [com.raytheon.uf.edex.plugin.modelsounding/res/pointdata/modelsounding.xml](https://github.com/Unidata/awips2/blob/unidata_16.2.2/edexOsgi/com.raytheon.uf.edex.plugin.modelsounding/res/pointdata/modelsounding.xml)\n", + "\n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + "\n", + "Database parameters are available as well, as outlined in [com.raytheon.uf.edex.plugin.modelsounding/res/pointdata/modelsoundingdb.xml](https://github.com/Unidata/awips2/blob/unidata_16.2.2/edexOsgi/com.raytheon.uf.edex.plugin.modelsounding/res/pointdata/modelsoundingdb.xml)\n", + "\n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + "\n", + "Many surface parameters are also available, shown in the list below." + ] + }, + { + "cell_type": "code", + "execution_count": 6, + "metadata": { + "collapsed": false + }, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Theta10\n", + "cldCvr\n", + "convPrecip\n", + "dataURI\n", + "elevation\n", + "forecastHr\n", + "frzgRainTyp\n", + "hiCld\n", + "iceTyp\n", + "landSea\n", + "latitude\n", + "longitude\n", + "lowCld\n", + "maxTemp\n", + "midCld\n", + "minTemp\n", + "numProfLvls\n", + "omega\n", + "prCloud\n", + "pressure\n", + "q10\n", + "q2\n", + "rainType\n", + "refTime\n", + "seaLvlPress\n", + "sensHeat\n", + "sfcPress\n", + "skinTemp\n", + "snowFall\n", + "snowFlux\n", + "snowMelt\n", + "snowTyp\n", + "snowWater\n", + "specHum\n", + "srHel\n", + "stationId\n", + "subSfcHeat\n", + "temp2\n", + "temperature\n", + "totPrecip\n", + "u10\n", + "uComp\n", + "uStorm\n", + "v10\n", + "vComp\n", + "vStorm\n", + "validTime\n", + "vsby\n", + "wmoHeader\n", + "wmoStaNum\n" + ] + } + ], + "source": [ + "availableParms = DataAccessLayer.getAvailableParameters(request)\n", + "availableParms.sort()\n", + "for parm in availableParms: print parm" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## Set request parameters" + ] + }, + { + "cell_type": "code", + "execution_count": 7, + "metadata": { + "collapsed": false + }, + "outputs": [], + "source": [ + "request.setParameters(\"pressure\",\"temperature\",\"specHum\",\"uComp\",\"vComp\")" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## Define latest model run time" + ] + }, + { + "cell_type": "code", + "execution_count": 8, + "metadata": { + "collapsed": false + }, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "using 2016-07-13 12:00:00\n" + ] + } + ], + "source": [ + "cycles = DataAccessLayer.getAvailableTimes(request, True)\n", + "print \"using \", str(cycles[-1]) # 0 for FIRST time, -1 for LAST" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## Construct latest model run datatime object" + ] + }, + { + "cell_type": "code", + "execution_count": 9, + "metadata": { + "collapsed": false + }, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "2016-07-13 12:00:00 (0)\n", + "2016-07-13 12:00:00 (1)\n", + "2016-07-13 12:00:00 (2)\n", + "2016-07-13 12:00:00 (3)\n", + "2016-07-13 12:00:00 (4)\n", + "2016-07-13 12:00:00 (5)\n", + "2016-07-13 12:00:00 (6)\n", + "2016-07-13 12:00:00 (7)\n", + "2016-07-13 12:00:00 (8)\n", + "2016-07-13 12:00:00 (9)\n", + "2016-07-13 12:00:00 (10)\n", + "2016-07-13 12:00:00 (11)\n", + "2016-07-13 12:00:00 (12)\n", + "2016-07-13 12:00:00 (13)\n", + "2016-07-13 12:00:00 (14)\n", + "2016-07-13 12:00:00 (15)\n", + "2016-07-13 12:00:00 (16)\n", + "2016-07-13 12:00:00 (17)\n", + "2016-07-13 12:00:00 (18)\n", + "2016-07-13 12:00:00 (19)\n", + "2016-07-13 12:00:00 (20)\n", + "2016-07-13 12:00:00 (21)\n", + "2016-07-13 12:00:00 (22)\n", + "2016-07-13 12:00:00 (23)\n", + "2016-07-13 12:00:00 (24)\n", + "2016-07-13 12:00:00 (25)\n", + "2016-07-13 12:00:00 (26)\n", + "2016-07-13 12:00:00 (27)\n", + "2016-07-13 12:00:00 (28)\n", + "2016-07-13 12:00:00 (29)\n", + "2016-07-13 12:00:00 (30)\n", + "2016-07-13 12:00:00 (31)\n", + "2016-07-13 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(63)\n", + "2016-07-13 12:00:00 (64)\n", + "2016-07-13 12:00:00 (65)\n", + "2016-07-13 12:00:00 (66)\n", + "2016-07-13 12:00:00 (67)\n", + "2016-07-13 12:00:00 (68)\n", + "2016-07-13 12:00:00 (69)\n", + "2016-07-13 12:00:00 (70)\n", + "2016-07-13 12:00:00 (71)\n", + "2016-07-13 12:00:00 (72)\n", + "2016-07-13 12:00:00 (73)\n", + "2016-07-13 12:00:00 (74)\n", + "2016-07-13 12:00:00 (75)\n", + "2016-07-13 12:00:00 (76)\n", + "2016-07-13 12:00:00 (77)\n", + "2016-07-13 12:00:00 (78)\n", + "2016-07-13 12:00:00 (79)\n", + "2016-07-13 12:00:00 (80)\n", + "2016-07-13 12:00:00 (81)\n", + "2016-07-13 12:00:00 (82)\n", + "2016-07-13 12:00:00 (83)\n", + "2016-07-13 12:00:00 (84)\n" + ] + } + ], + "source": [ + "allTimes = DataAccessLayer.getAvailableTimes(request)\n", + "\n", + "# Build one complete model run\n", + "fcstRun = []\n", + "for time in allTimes:\n", + " if str(time)[:19] == str(cycles[-1]):\n", + " fcstRun.append(time)\n", + "\n", + "for time in fcstRun: print time" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## Request data for a single time" + ] + }, + { + "cell_type": "code", + "execution_count": 10, + "metadata": { + "collapsed": false + }, + "outputs": [], + "source": [ + "response = DataAccessLayer.getGeometryData(request,times=[fcstRun[0]])" + ] + }, + { + "cell_type": "code", + "execution_count": 11, + "metadata": { + "collapsed": false + }, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "parms = ['pressure', 'uComp', 'temperature', 'specHum', 'vComp']\n", + "site = OAX\n", + "datetime = 1970-01-17 23:53:31.200000 (0)\n", + "geom = POINT (-96.38999938964844 41.29999923706055)\n", + "\n", + "2016-07-13 12:00:00 (0)\n" + ] + } + ], + "source": [ + "print \"parms = \" + str(response[0].getParameters())\n", + "print \"site = \" + response[0].getLocationName()\n", + "print \"datetime = \" + str(response[0].getDataTime())\n", + "print \"geom = \" + str(response[0].getGeometry())\n", + "print \"\"\n", + "\n", + "print fcstRun[0]\n", + "\n", + "tmp,prs,sh,uc,vc = [],[],[],[],[]\n", + "for ob in response:\n", + " tmp.append(float(ob.getString(\"temperature\")))\n", + " prs.append(float(ob.getString(\"pressure\")))\n", + " sh.append(float(ob.getString(\"specHum\")))\n", + " uc.append(float(ob.getString(\"uComp\")))\n", + " vc.append(float(ob.getString(\"vComp\")))" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## Create data arrays and calculate dewpoint from spec. humidity" + ] + }, + { + "cell_type": "code", + "execution_count": 12, + "metadata": { + "collapsed": false, + "scrolled": false + }, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "7.6 millibar 964.3 millibar\n", + "-65.349996948 degC 23.649987793 degC\n", + "0.0 0.0186100006104\n", + "0.948683279202 knot 52.2498798388 knot\n", + "0.0637433176385 degree 4.96339166114 degree\n", + "-92.4780705498 degC 21.3958515306 degC\n" + ] + }, + { + "name": "stderr", + "output_type": "stream", + "text": [ + "/awips2/python/lib/python2.7/site-packages/metpy/calc/thermo.py:371: RuntimeWarning: divide by zero encountered in log\n", + " val = np.log(e / sat_pressure_0c)\n", + "/awips2/python/lib/python2.7/site-packages/pint/quantity.py:1236: RuntimeWarning: divide by zero encountered in log\n", + " out = uf(*mobjs)\n", + "/awips2/python/lib/python2.7/site-packages/pint/quantity.py:693: RuntimeWarning: invalid value encountered in true_divide\n", + " magnitude = magnitude_op(self._magnitude, other_magnitude)\n" + ] + } + ], + "source": [ + "import matplotlib.tri as mtri\n", + "import matplotlib.pyplot as plt\n", + "from mpl_toolkits.axes_grid1.inset_locator import inset_axes\n", + "from math import exp\n", + "import numpy as np\n", + "\n", + "from metpy.calc import get_wind_components, lcl, dry_lapse, parcel_profile, dewpoint\n", + "from metpy.calc import get_wind_speed,get_wind_dir, thermo, vapor_pressure\n", + "from metpy.plots import SkewT, Hodograph\n", + "from metpy.units import units, concatenate\n", + "\n", + "# we can use units.* here...\n", + "t = (np.array(tmp)-273.15) * units.degC\n", + "p = (np.array(prs)/100) * units.mbar\n", + "s = np.array(sh)\n", + "\n", + "u, v = np.array(uc),np.array(vc)\n", + "spd = get_wind_speed(u, v) * units.knot\n", + "dir = get_wind_dir(u, v) * units.deg\n", + "# assuming spec. humidity equals vapor pressure (e)\n", + "td = dewpoint(vapor_pressure(p, s))\n", + "\n", + "print min(p), max(p)\n", + "print min(t), max(t)\n", + "print min(s), max(s)\n", + "print min(spd), max(spd)\n", + "print min(dir), max(dir)\n", + "print min(td), max(td)\n" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## Plot with MetPy" + ] + }, + { + "cell_type": "code", + "execution_count": 13, + "metadata": { + "collapsed": false + }, + "outputs": [ + { + "data": { + "image/png": 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G7rrrTdx77zuyIxFBs1Tisf9LRnh1FQy8tJiIKORxTwkiIqIGymAwYMqUKQCA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GDRrE1KlTadq0KT///DNz5szhwIEDdl0mUKofjh49SlFRkegwKLOUodeJnSJ26NAhSktLb7uP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NiwgY4dO1KjRg3y8vJo0qQJY8eOxcPDA4ALFy6wcuVKhBDmRMX777/PkCFDrDKRpJISiqIo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\nlSpVmDhxInXq1KFWrVpUq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WqoaXJvUueF0YzoaEJXr2aD6qKPlFKdFyZSSvV9YaLX6/n5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\nFEVRFEVRFEUT/w/cXMJHMdEKmgAAAABJRU5ErkJggg==\n", + "text/plain": [ + "" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "%matplotlib inline\n", + "\n", + "plt.rcParams['figure.figsize'] = (12, 14)\n", + "\n", + "# Create a skewT plot\n", + "skew = SkewT()\n", + "\n", + "# Plot the data using normal plotting functions, in this case using\n", + "# log scaling in Y, as dictated by the typical meteorological plot\n", + "skew.plot(p, t, 'r')\n", + "skew.plot(p, td, 'g')\n", + "skew.plot_barbs(p, u, v)\n", + "skew.ax.set_ylim(1000, 100)\n", + "skew.ax.set_xlim(-40, 60)\n", + "\n", + "# Calculate LCL height and plot as black dot\n", + "l = lcl(p[0], t[0], td[0])\n", + "lcl_temp = dry_lapse(concatenate((p[0], l)), t[0])[-1].to('degC')\n", + "skew.plot(l, lcl_temp, 'ko', markerfacecolor='black')\n", + "\n", + "# Calculate full parcel profile and add to plot as black line\n", + "prof = parcel_profile(p, t[0], td[0]).to('degC')\n", + "skew.plot(p, prof, 'k', linewidth=2)\n", + "\n", + "# Example of coloring area between profiles\n", + "skew.ax.fill_betweenx(p, t, prof, where=t>=prof, facecolor='blue', alpha=0.4)\n", + "skew.ax.fill_betweenx(p, t, prof, where=t\n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - "\n", - "Database parameters are available as well, as outlined in [com.raytheon.uf.edex.plugin.modelsounding/res/pointdata/modelsoundingdb.xml](https://github.com/Unidata/awips2/blob/unidata_16.2.2/edexOsgi/com.raytheon.uf.edex.plugin.modelsounding/res/pointdata/modelsoundingdb.xml)\n", - "\n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - "\n", - "Many surface parameters are also available, shown in the list below." - ] - }, - { - "cell_type": "code", - "execution_count": 187, - "metadata": { - "collapsed": false - }, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Theta10\n", - "cldCvr\n", - "convPrecip\n", - "dataURI\n", - "elevation\n", - "forecastHr\n", - "frzgRainTyp\n", - "hiCld\n", - "iceTyp\n", - "landSea\n", - "latitude\n", - "longitude\n", - "lowCld\n", - "maxTemp\n", - "midCld\n", - "minTemp\n", - "numProfLvls\n", - "omega\n", - "prCloud\n", - "pressure\n", - "q10\n", - "q2\n", - "rainType\n", - "refTime\n", - "seaLvlPress\n", - "sensHeat\n", - "sfcPress\n", - "skinTemp\n", - "snowFall\n", - "snowFlux\n", - "snowMelt\n", - "snowTyp\n", - "snowWater\n", - "specHum\n", - "srHel\n", - "stationId\n", - "subSfcHeat\n", - "temp2\n", - "temperature\n", - "totPrecip\n", - "u10\n", - "uComp\n", - "uStorm\n", - "v10\n", - "vComp\n", - "vStorm\n", - "validTime\n", - "vsby\n", - "wmoHeader\n", - "wmoStaNum\n" - ] - } - ], - "source": [ - "availableParms = DataAccessLayer.getAvailableParameters(request)\n", - "availableParms.sort()\n", - "for parm in availableParms: print parm" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "## Set request parameters" - ] - }, - { - "cell_type": "code", - "execution_count": 188, - "metadata": { - "collapsed": false - }, - "outputs": [], - "source": [ - "request.setParameters(\"pressure\",\"temperature\",\"specHum\",\"uComp\",\"vComp\")" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "## Define latest model run time" - ] - }, - { - "cell_type": "code", - "execution_count": 189, - "metadata": { - "collapsed": false - }, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "using 2016-07-13 00:00:00\n" - ] - } - ], - "source": [ - "cycles = DataAccessLayer.getAvailableTimes(request, True)\n", - "print \"using \", str(cycles[-1]) # 0 for FIRST time, -1 for LAST" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "## Construct latest model run datatime object" - ] - }, - { - "cell_type": "code", - "execution_count": 190, - "metadata": { - "collapsed": false - }, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "2016-07-13 00:00:00 (0)\n", - "2016-07-13 00:00:00 (1)\n", - "2016-07-13 00:00:00 (2)\n", - "2016-07-13 00:00:00 (3)\n", - "2016-07-13 00:00:00 (4)\n", - "2016-07-13 00:00:00 (5)\n", - "2016-07-13 00:00:00 (6)\n", - "2016-07-13 00:00:00 (7)\n", - "2016-07-13 00:00:00 (8)\n", - "2016-07-13 00:00:00 (9)\n", - "2016-07-13 00:00:00 (10)\n", - "2016-07-13 00:00:00 (11)\n", - "2016-07-13 00:00:00 (12)\n", - "2016-07-13 00:00:00 (13)\n", - "2016-07-13 00:00:00 (14)\n", - "2016-07-13 00:00:00 (15)\n", - "2016-07-13 00:00:00 (16)\n", - "2016-07-13 00:00:00 (17)\n", - "2016-07-13 00:00:00 (18)\n", - "2016-07-13 00:00:00 (19)\n", - "2016-07-13 00:00:00 (20)\n", - "2016-07-13 00:00:00 (21)\n", - "2016-07-13 00:00:00 (22)\n", - "2016-07-13 00:00:00 (23)\n", - "2016-07-13 00:00:00 (24)\n", - "2016-07-13 00:00:00 (25)\n", - "2016-07-13 00:00:00 (26)\n", - "2016-07-13 00:00:00 (27)\n", - "2016-07-13 00:00:00 (28)\n", - "2016-07-13 00:00:00 (29)\n", - "2016-07-13 00:00:00 (30)\n", - "2016-07-13 00:00:00 (31)\n", - "2016-07-13 00:00:00 (32)\n", - "2016-07-13 00:00:00 (33)\n", - "2016-07-13 00:00:00 (34)\n", - "2016-07-13 00:00:00 (35)\n", - "2016-07-13 00:00:00 (36)\n", - "2016-07-13 00:00:00 (37)\n", - "2016-07-13 00:00:00 (38)\n", - "2016-07-13 00:00:00 (39)\n", - "2016-07-13 00:00:00 (40)\n", - "2016-07-13 00:00:00 (41)\n", - "2016-07-13 00:00:00 (42)\n", - "2016-07-13 00:00:00 (43)\n", - "2016-07-13 00:00:00 (44)\n", - "2016-07-13 00:00:00 (45)\n", - "2016-07-13 00:00:00 (46)\n", - "2016-07-13 00:00:00 (47)\n", - "2016-07-13 00:00:00 (48)\n", - "2016-07-13 00:00:00 (49)\n", - "2016-07-13 00:00:00 (50)\n", - "2016-07-13 00:00:00 (51)\n", - "2016-07-13 00:00:00 (52)\n", - "2016-07-13 00:00:00 (53)\n", - "2016-07-13 00:00:00 (54)\n", - "2016-07-13 00:00:00 (55)\n", - "2016-07-13 00:00:00 (56)\n", - "2016-07-13 00:00:00 (57)\n", - "2016-07-13 00:00:00 (58)\n", - "2016-07-13 00:00:00 (59)\n", - "2016-07-13 00:00:00 (60)\n", - "2016-07-13 00:00:00 (61)\n", - "2016-07-13 00:00:00 (62)\n", - "2016-07-13 00:00:00 (63)\n", - "2016-07-13 00:00:00 (64)\n", - "2016-07-13 00:00:00 (65)\n", - "2016-07-13 00:00:00 (66)\n", - "2016-07-13 00:00:00 (67)\n", - "2016-07-13 00:00:00 (68)\n", - "2016-07-13 00:00:00 (69)\n", - "2016-07-13 00:00:00 (70)\n", - "2016-07-13 00:00:00 (71)\n", - "2016-07-13 00:00:00 (72)\n", - "2016-07-13 00:00:00 (73)\n", - "2016-07-13 00:00:00 (74)\n", - "2016-07-13 00:00:00 (75)\n", - "2016-07-13 00:00:00 (76)\n", - "2016-07-13 00:00:00 (77)\n", - "2016-07-13 00:00:00 (78)\n", - "2016-07-13 00:00:00 (79)\n", - "2016-07-13 00:00:00 (80)\n", - "2016-07-13 00:00:00 (81)\n", - "2016-07-13 00:00:00 (82)\n", - "2016-07-13 00:00:00 (83)\n", - "2016-07-13 00:00:00 (84)\n" - ] - } - ], - "source": [ - "allTimes = DataAccessLayer.getAvailableTimes(request)\n", - "\n", - "# Build one complete model run\n", - "fcstRun = []\n", - "for time in allTimes:\n", - " if str(time)[:19] == str(cycles[-1]):\n", - " fcstRun.append(time)\n", - "\n", - "for time in fcstRun: print time" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "## Request data for a single time" - ] - }, - { - "cell_type": "code", - "execution_count": 191, - "metadata": { - "collapsed": false - }, - "outputs": [], - "source": [ - "response = DataAccessLayer.getGeometryData(request,times=[fcstRun[0]])" - ] - }, - { - "cell_type": "code", - "execution_count": 192, - "metadata": { - "collapsed": false - }, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "parms = ['pressure', 'uComp', 'temperature', 'specHum', 'vComp']\n", - "site = OAX\n", - "datetime = 1970-01-17 23:52:48 (0)\n", - "geom = POINT (-96.38999938964844 41.29999923706055)\n", - "\n", - "2016-07-13 00:00:00 (0)\n" - ] - } - ], - "source": [ - "print \"parms = \" + str(response[0].getParameters())\n", - "print \"site = \" + response[0].getLocationName()\n", - "print \"datetime = \" + str(response[0].getDataTime())\n", - "print \"geom = \" + str(response[0].getGeometry())\n", - "print \"\"\n", - "\n", - "print fcstRun[0]\n", - "\n", - "tmp,prs,sh,uc,vc = [],[],[],[],[]\n", - "for ob in response:\n", - " tmp.append(float(ob.getString(\"temperature\")))\n", - " prs.append(float(ob.getString(\"pressure\")))\n", - " sh.append(float(ob.getString(\"specHum\")))\n", - " uc.append(float(ob.getString(\"uComp\")))\n", - " vc.append(float(ob.getString(\"vComp\")))" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "## Create data arrays and calculate dewpoint from spec. humidity" - ] - }, - { - "cell_type": "code", - "execution_count": 193, - "metadata": { - "collapsed": false, - "scrolled": false - }, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "7.6 millibar 964.6 millibar\n", - "-66.049993896 degC 28.649987793 degC\n", - "0.0 0.0165699999779\n", - "1.14017545124 knot 33.7843151036 knot\n", - "0.103081609224 degree 6.24748619336 degree\n", - "-88.7122779647 degC 21.1129241699 degC\n" - ] - } - ], - "source": [ - "import matplotlib.tri as mtri\n", - "import matplotlib.pyplot as plt\n", - "from mpl_toolkits.axes_grid1.inset_locator import inset_axes\n", - "from math import exp\n", - "import numpy as np\n", - "\n", - "from metpy.calc import get_wind_components, lcl, dry_lapse, parcel_profile, dewpoint\n", - "from metpy.calc import get_wind_speed,get_wind_dir, thermo, vapor_pressure\n", - "from metpy.plots import SkewT, Hodograph\n", - "from metpy.units import units, concatenate\n", - "\n", - "# we can use units.* here...\n", - "t = (np.array(tmp)-273.15) * units.degC\n", - "p = (np.array(prs)/100) * units.mbar\n", - "s = np.array(sh)\n", - "\n", - "u, v = np.array(uc),np.array(vc)\n", - "spd = get_wind_speed(u, v) * units.knot\n", - "dir = get_wind_dir(u, v) * units.deg\n", - "# assuming spec. humidity equals vapor pressure (e)\n", - "td = dewpoint(vapor_pressure(p, s))\n", - "\n", - "print min(p), max(p)\n", - "print min(t), max(t)\n", - "print min(s), max(s)\n", - "print min(spd), max(spd)\n", - "print min(dir), max(dir)\n", - "print min(td), max(td)\n" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "## Plot with MetPy" - ] - }, - { - "cell_type": "code", - "execution_count": 194, - "metadata": { - "collapsed": false - }, - "outputs": [ - { - "data": { - "image/png": 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WwsNqtfrF+yxO2SAiIt1pmuYX/0jqISgoKCCaEQDwxz/+EQ8++CDs9mrMn//m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udKC/Td9+At4taMMUbXRRlRFKkWZXQ6HerUqfPQYy4uLpg4cSJOnjyJU6dOwcnJCa+//jpu3rx5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\nxYIFC8jIyNA6ikU42TtxYO4B2nm1o8eiHsSkxGgdSTNCCN566y2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0yWAqNjY2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BVyJD2dIW3bkpifT1BQEPPnz+emm26yOpbycfPmzSMuLo79+/fTqlUrwPn3YezYsXzwwQdn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\nlFJKKaWUx/1/D/QiRupFlfcAAAAASUVORK5CYII=\n", - "text/plain": [ - "" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], - "source": [ - "%matplotlib inline\n", - "\n", - "plt.rcParams['figure.figsize'] = (12, 14)\n", - "\n", - "# Create a skewT plot\n", - "skew = SkewT()\n", - "\n", - "# Plot the data using normal plotting functions, in this case using\n", - "# log scaling in Y, as dictated by the typical meteorological plot\n", - "skew.plot(p, t, 'r')\n", - "skew.plot(p, td, 'g')\n", - "skew.plot_barbs(p, u, v)\n", - "skew.ax.set_ylim(1000, 100)\n", - "skew.ax.set_xlim(-40, 60)\n", - "\n", - "# Calculate LCL height and plot as black dot\n", - "l = lcl(p[0], t[0], td[0])\n", - "lcl_temp = dry_lapse(concatenate((p[0], l)), t[0])[-1].to('degC')\n", - "skew.plot(l, lcl_temp, 'ko', markerfacecolor='black')\n", - "\n", - "# Calculate full parcel profile and add to plot as black line\n", - "prof = parcel_profile(p, t[0], td[0]).to('degC')\n", - "skew.plot(p, prof, 'k', linewidth=2)\n", - "\n", - "# Example of coloring area between profiles\n", - "skew.ax.fill_betweenx(p, t, prof, where=t>=prof, facecolor='blue', alpha=0.4)\n", - "skew.ax.fill_betweenx(p, t, prof, where=t\n", " \n", "\n", - "

48 rows × 12 columns

\n", + "

48 rows 12 columns

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