mirror of
https://github.com/Unidata/python-awips.git
synced 2025-02-23 22:57:56 -05:00
128 lines
183 KiB
Text
128 lines
183 KiB
Text
{
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"cells": [
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{
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"cell_type": "code",
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"execution_count": 1,
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"metadata": {
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"scrolled": true
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},
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"outputs": [
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{
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"name": "stdout",
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"output_type": "stream",
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"text": [
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"['74992', '74998', '74996', '74995', '74997', '74994', '74991', '74990', '74993']\n"
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]
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}
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],
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"source": [
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"from awips.dataaccess import DataAccessLayer\n",
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"from awips.tables import profiler\n",
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"import matplotlib.tri as mtri\n",
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"from datetime import datetime, timedelta\n",
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"from matplotlib.dates import date2num\n",
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"from metpy.units import units\n",
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"import numpy as np\n",
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"import six\n",
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"\n",
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"# Query ESRL/PSD profiler data from Unidata AWIPS\n",
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"DataAccessLayer.changeEDEXHost(\"edex-cloud.unidata.ucar.edu\")\n",
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"request = DataAccessLayer.newDataRequest(\"profiler\")\n",
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"profilerSites = DataAccessLayer.getAvailableLocationNames(request)\n",
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"print(profilerSites)\n",
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"import matplotlib.pyplot as plt"
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]
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},
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{
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"cell_type": "code",
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"execution_count": 2,
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"metadata": {
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"scrolled": false
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},
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"outputs": [
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{
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"data": {
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"image/png": 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\n",
|
|
"text/plain": [
|
|
"<Figure size 1152x864 with 1 Axes>"
|
|
]
|
|
},
|
|
"metadata": {
|
|
"needs_background": "light"
|
|
},
|
|
"output_type": "display_data"
|
|
}
|
|
],
|
|
"source": [
|
|
"%matplotlib inline\n",
|
|
"fig = plt.figure(figsize=(16,12))\n",
|
|
"site = profilerSites[-1]\n",
|
|
"\n",
|
|
"# Request the last twelve hourly obs\n",
|
|
"request = DataAccessLayer.newDataRequest(\"profiler\")\n",
|
|
"request.setLocationNames(site)\n",
|
|
"request.setParameters(\"uComponent\",\"vComponent\")\n",
|
|
"hrs=12\n",
|
|
"requestTimes = DataAccessLayer.getAvailableTimes(request)[-1*hrs:]\n",
|
|
"response = DataAccessLayer.getGeometryData(request,requestTimes)\n",
|
|
"\n",
|
|
"# Create a plot for each station\n",
|
|
"ax = fig.add_subplot(1,1,1)\n",
|
|
"ax.title.set_text(site +\" \"+ str(profiler[site]['profilerId']) \\\n",
|
|
" +\", \"+ str(profiler[site]['profilerName']) \\\n",
|
|
" +\" (\"+ str(profiler[site]['latitude']) +\",\"+ str(profiler[site]['longitude']) +\")\")\n",
|
|
"ax.set_ylim(0,8000)\n",
|
|
"ax.grid(axis='x', which='major', alpha=0.5)\n",
|
|
"ax.grid(axis='y', which='major', linestyle=':')\n",
|
|
"ax.xaxis_date()\n",
|
|
"ax.set_xlim(min(requestTimes).validPeriod.start-timedelta(hours=1), max(requestTimes).validPeriod.start+timedelta(hours=1))\n",
|
|
"\n",
|
|
"# Plot profiler observations\n",
|
|
"for time in requestTimes:\n",
|
|
" data,t=[],[]\n",
|
|
" u,v=[],[]\n",
|
|
" for ob in response:\n",
|
|
" if str(ob.getDataTime().getValidPeriod().start) == str(time):\n",
|
|
" data_tuple = (float(ob.getLevel().replace('FHAG','')),\n",
|
|
" float(ob.getNumber(\"uComponent\")),\n",
|
|
" float(ob.getNumber(\"vComponent\")))\n",
|
|
" data.append(data_tuple)\n",
|
|
" t.append(time.validPeriod.start)\n",
|
|
"\n",
|
|
" data = np.array(data, dtype=[\n",
|
|
" ('h', np.float32),\n",
|
|
" ('u', np.float32),\n",
|
|
" ('v', np.float32)])\n",
|
|
"\n",
|
|
" u = data['u']\n",
|
|
" v = data['v']\n",
|
|
" h = data['h']\n",
|
|
" C = np.sqrt(u**2 + v**2)\n",
|
|
" ax.barbs(date2num(t), h, u, v, C, cmap=plt.cm.RdYlGn_r)\n",
|
|
"\n",
|
|
"plt.gca().invert_xaxis()"
|
|
]
|
|
}
|
|
],
|
|
"metadata": {
|
|
"kernelspec": {
|
|
"display_name": "Python 3",
|
|
"language": "python",
|
|
"name": "python3"
|
|
},
|
|
"language_info": {
|
|
"codemirror_mode": {
|
|
"name": "ipython",
|
|
"version": 3
|
|
},
|
|
"file_extension": ".py",
|
|
"mimetype": "text/x-python",
|
|
"name": "python",
|
|
"nbconvert_exporter": "python",
|
|
"pygments_lexer": "ipython3",
|
|
"version": "3.6.6"
|
|
}
|
|
},
|
|
"nbformat": 4,
|
|
"nbformat_minor": 1
|
|
}
|