\n",
+ "\n",
+ "\n",
+ "# Objectives\n",
+ "\n",
+ "* Create a colorized plot with [Warnings, Watches, Advisories and Statements (WWAs)](https://weather.cod.edu/notes/criteria/)\n",
+ "* Use python-awips to connect to an EDEX server\n",
+ "* Create and filter the data request specifically for a warning data type\n",
+ "* Create and use accurate time filter for data requests\n",
+ "* Define and use functions\n",
+ "* Define and use dictionaries\n",
+ "* Colorize shapes based on a dictionary\n",
+ "* Overlay warnings, watches, and advisories with state and political maps\n",
+ "\n",
+ "---"
+ ]
+ },
+ {
+ "cell_type": "markdown",
+ "metadata": {
+ "toc": true
+ },
+ "source": [
+ "
"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 5,
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "DataAccessLayer.changeEDEXHost(\"edex-cloud.unidata.ucar.edu\")\n",
+ "request = DataAccessLayer.newDataRequest()\n",
+ "request.setDatatype(\"warning\")\n",
+ "params = [\"phensig\", \"sig\"]\n",
+ "request.setParameters(*(params))"
+ ]
+ },
+ {
+ "cell_type": "markdown",
+ "metadata": {},
+ "source": [
+ "### Significance (Sig) Constants\n",
+ "\n",
+ "The two parameters we're requesting for our warning objects are ***phensig*** and ***sig*** where phensig is styled \"XX.Y\" and sig is \"Y\". Phen stands for \"Phenomena\" and sig stands for \"Significance\". [A more detailed description of phensigs and how they're used is provided with this NWS pamphlet](https://www.weather.gov/media/vtec/VTEC_explanation4-20.pdf).\n",
+ "\n",
+ "The constants in this section correlate the ***sig*** to what type of message it is (what significance it is). "
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 6,
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "WATCH_SIG = 'A'\n",
+ "WARN_SIG = 'W'\n",
+ "ADVIS_SIG = 'Y'\n",
+ "STATEM_SIG = 'S'"
+ ]
+ },
+ {
+ "cell_type": "markdown",
+ "metadata": {},
+ "source": [
+ "Top\n",
+ "\n",
+ "---"
+ ]
+ },
+ {
+ "cell_type": "markdown",
+ "metadata": {},
+ "source": [
+ "## Filter by Time\n",
+ "\n",
+ "Here we decide how much data we want to pull from EDEX. By default we'll request 12 hours, but that value can easily be modified by [adjusting the `timedelta(hours = 12)`](https://docs.python.org/3/library/datetime.html#timedelta-objects) in line `2`. The more data we request, the longer the next section will take to run."
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 7,
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "# Get records from the last 12 hours\n",
+ "lastHourDateTime = datetime.utcnow() - timedelta(hours = 12)\n",
+ "start = lastHourDateTime.strftime('%Y-%m-%d %H:%M:%S')\n",
+ "end = datetime.utcnow().strftime('%Y-%m-%d %H:%M:%S')\n",
+ "\n",
+ "beginRange = datetime.strptime( start , \"%Y-%m-%d %H:%M:%S\")\n",
+ "endRange = datetime.strptime( end , \"%Y-%m-%d %H:%M:%S\")\n",
+ "timerange = TimeRange(beginRange, endRange)"
+ ]
+ },
+ {
+ "cell_type": "markdown",
+ "metadata": {},
+ "source": [
+ "Top\n",
+ "\n",
+ "---"
+ ]
+ },
+ {
+ "cell_type": "markdown",
+ "metadata": {},
+ "source": [
+ "## Use the Data!"
+ ]
+ },
+ {
+ "cell_type": "markdown",
+ "metadata": {},
+ "source": [
+ "### Get the Data\n",
+ "\n",
+ "Now that we have our `request` and TimeRange `timerange` objects ready, it's time to request the data array from EDEX.\n",
+ "\n",
+ " \n",
+ "
\n",
+ "Note: Above we set timerange to be 12 hours worth of data. This can return on the order of ~2000 records and can take a little while to run.\n",
+ "
"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 8,
+ "metadata": {},
+ "outputs": [
+ {
+ "name": "stdout",
+ "output_type": "stream",
+ "text": [
+ "Using 1514 records\n"
+ ]
+ }
+ ],
+ "source": [
+ "# Get response\n",
+ "response = DataAccessLayer.getGeometryData(request, timerange)\n",
+ "print(\"Using \" + str(len(response)) + \" records\")"
+ ]
+ },
+ {
+ "cell_type": "markdown",
+ "metadata": {},
+ "source": [
+ "### Extract Phensigs, Geometries, and Times\n",
+ "\n",
+ "In this section we start gathering all the information we'll need to properly display our data. First we create an array to keep track of unique phensigs. This is useful summary information and will be used to help create the legend which we'll display along with our plot.\n",
+ "\n",
+ "Next, we create arrays for each of the 4 types of significance a statement can have. We will group our records this way, so we can easily toggle which records to display or not.\n",
+ "\n",
+ "Then, we create two time variables to keep track of the earliest time from our records and the latest time, and will display that information in the title of our plot.\n",
+ "\n",
+ "This section has optional print statements at lines `65` and `85`. The first prints out the title, phensig, ref time, and shape for each unique phensig, and the second prints out a sum of how many unique phensigs there are.\n",
+ "\n",
+ "We cycle through all the data produced from our `response` object, access its geometries, and create a new [**ShapelyFeature**](https://scitools.org.uk/cartopy/docs/latest/reference/generated/cartopy.feature.ShapelyFeature.html) with the corresponding color. Then we place this new feature in the appropriate `shapes` array. During this process we also populate the phensigs array with all unique phensig entries.\n",
+ "\n",
+ "Finally, after we're done looping through all the `response` data, we create a mapping of phensigs to their corresponding titles. This will be used later to sort the legend alphabetically by titles (which differs from simply sorting by phensig). Ex. *Blizzard Warning (BZ.W)* would come before *Areal Flood Advisory (FA.Y)* if we simply sorted by phensig."
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 10,
+ "metadata": {
+ "scrolled": false
+ },
+ "outputs": [
+ {
+ "name": "stdout",
+ "output_type": "stream",
+ "text": [
+ "14 Unique Phensigs\n"
+ ]
+ }
+ ],
+ "source": [
+ "# Keep track of unique phensigs, to use in legend\n",
+ "phensigs = []\n",
+ "\n",
+ "# Sort the geometries based on their sig\n",
+ "watch_shapes = []\n",
+ "warning_shapes = []\n",
+ "advisory_shapes = []\n",
+ "statement_shapes = []\n",
+ "\n",
+ "# Keep track of the earliest and latest reftime for title\n",
+ "# start with the first time from the first object in the response\n",
+ "time_str = str(response[0].getDataTime().getRefTime())\n",
+ "# truncate the decimal seconds for datetime parsing\n",
+ "time_str = time_str[:-4]\n",
+ "# convert to datetime object for easy comparison\n",
+ "first_time = datetime.strptime(time_str, '%Y-%m-%d %H:%M:%S')\n",
+ "last_time = datetime.strptime(time_str, '%Y-%m-%d %H:%M:%S')\n",
+ "\n",
+ "for ob in response:\n",
+ " \n",
+ " # get the geometry for the object\n",
+ " poly = ob.getGeometry()\n",
+ " # get the reftime for the object\n",
+ " ref = ob.getDataTime().getRefTime()\n",
+ " \n",
+ " # do not plot if phensig is blank (SPS)\n",
+ " if ob.getString('phensig'):\n",
+ " \n",
+ " # look at the reftime\n",
+ " # convert reftime to a string and parse the decimal seconds\n",
+ " ref_str = str(ref)\n",
+ " ref_str = ref_str[:-4]\n",
+ " # convert reftime to a datetime object for comparison\n",
+ " ref_time = datetime.strptime(ref_str, '%Y-%m-%d %H:%M:%S')\n",
+ " # compare current time with first and last times and set if appropriate\n",
+ " if ref_time is not None:\n",
+ " if ref_time < first_time:\n",
+ " first_time = ref_time\n",
+ " elif ref_time > last_time:\n",
+ " last_time = ref_time\n",
+ " \n",
+ " # get the phensig and sig values from object\n",
+ " phensigString = ob.getString('phensig')\n",
+ " sig = ob.getString('sig')\n",
+ "\n",
+ " # set the geometries based on whether it's a MultiPolygon or Polygon\n",
+ " if poly.geom_type == 'MultiPolygon':\n",
+ " geometries = np.array([])\n",
+ " geometries = np.append(geometries,MultiPolygon(poly))\n",
+ " else:\n",
+ " geometries = np.array([])\n",
+ " geometries = np.append(geometries,Polygon(poly))\n",
+ "\n",
+ " for geom in geometries:\n",
+ " bounds = Polygon(geom)\n",
+ " intersection = bounds.intersection\n",
+ " geoms = (intersection(geom) for geom in geometries if bounds.intersects(geom))\n",
+ " \n",
+ " # Store the unique phensigs\n",
+ " if not phensigString in phensigs:\n",
+ " phensigs.append(phensigString)\n",
+ " # Optional printout of unique Phensigs\n",
+ "# print(get_title(phensigString) + \" (\" + phensigString + \")\n",
+ " \n",
+ " # get the corresponding color using the dictionary\n",
+ " color = get_color(phensigString)\n",
+ " # create a new shape feature for the object\n",
+ " shape_feature = ShapelyFeature(geoms,ccrs.PlateCarree(), \n",
+ " facecolor=color, edgecolor=color)\n",
+ " # store the shape feature in the correct array\n",
+ " if sig is WARN_SIG:\n",
+ " warning_shapes.append(shape_feature)\n",
+ " elif sig is WATCH_SIG:\n",
+ " watch_shapes.append(shape_feature)\n",
+ " elif sig is ADVIS_SIG:\n",
+ " advisory_shapes.append(shape_feature)\n",
+ " elif sig is STATEM_SIG:\n",
+ " statement_shapes.append(shape_feature)\n",
+ "\n",
+ "# Optional printout for the number of unique phensigs\n",
+ "print(len(phensigs), \" Unique Phensigs\")\n",
+ "\n",
+ "# Map phensigs to their titles (used for displaying alphabetically by\n",
+ "# title in legend)\n",
+ "phensig_titles = {}\n",
+ "for phensig in phensigs:\n",
+ " key = get_title(phensig)\n",
+ " phensig_titles[key] = phensig"
+ ]
+ },
+ {
+ "cell_type": "markdown",
+ "metadata": {},
+ "source": [
+ "Top\n",
+ "\n",
+ "---"
+ ]
+ },
+ {
+ "cell_type": "markdown",
+ "metadata": {},
+ "source": [
+ "## Plot the Data!"
+ ]
+ },
+ {
+ "cell_type": "markdown",
+ "metadata": {},
+ "source": [
+ "### Create State and Political Boundaries\n",
+ "\n",
+ "Define the state and political boundaries that we'll use in our plot to give more of a frame of reference. These objects are standard method calls in the [Cartopy Feature package, using the NaturalEarthFeature function](https://scitools.org.uk/cartopy/docs/v0.14/matplotlib/feature_interface.html#cartopy.feature.NaturalEarthFeature)."
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 12,
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "# Define the state and political boundaries for the plot \n",
+ "states_provinces = cfeature.NaturalEarthFeature(\n",
+ " category='cultural',\n",
+ " name='admin_1_states_provinces_lines',\n",
+ " scale='50m',\n",
+ " facecolor='none')\n",
+ "political_boundaries = cfeature.NaturalEarthFeature(category='cultural',\n",
+ " name='admin_0_boundary_lines_land',\n",
+ " scale='50m', facecolor='none')"
+ ]
+ },
+ {
+ "cell_type": "markdown",
+ "metadata": {},
+ "source": [
+ "### Draw the Plot and Legend for WWAs\n",
+ "\n",
+ "Here is where we finally get ot draw something! The very first few lines of this section are constants that we can manually \"switch on and off\" for what records we want displayed. By default we have all significance types drawn. If we want to \"turn off\" any of the significance records, simply set it's corresponding constant to false, and re-run this cell to see how that plot compares.\n",
+ "\n",
+ "The next step involves creating the objects that are used to define the legend. We use the `phensig_titles` dictionary to loop through all the phensigs in alphabetical (by title) order. Then, we compare if the phensig will be displayed or not based on the display constants from the previous lines. If the significance will be drawn then we create a new [**Patch** object](https://matplotlib.org/stable/api/_as_gen/matplotlib.patches.Patch.html#matplotlib.patches.Patch) of the corresponding color with the corresponding label and add it to our `handles` array.\n",
+ "\n",
+ "After that we define our bounding box and create our new plot with its figure and axes.\n",
+ "\n",
+ "Our next step is to create our Title for our plot. We create a title based on the draw variables to accurately describe what is being drawn in our plot. Here is where we use the first and last times defined in a previous cell.\n",
+ "\n",
+ "Finally, we create and show our plot. We add the title to the plot, add all the features to the axes, and add the legend as well. "
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 13,
+ "metadata": {},
+ "outputs": [
+ {
+ "data": {
+ "image/png": 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\n",
+ "text/plain": [
+ ""
+ ]
+ },
+ "metadata": {
+ "needs_background": "light"
+ },
+ "output_type": "display_data"
+ }
+ ],
+ "source": [
+ "# Set these variables for which records to draw\n",
+ "DRAW_ADVISORY = True\n",
+ "DRAW_WATCH = True\n",
+ "DRAW_WARNING = True\n",
+ "DRAW_STATEMENT = True\n",
+ " \n",
+ "# Create handles for legend and add items alphabetically by title and\n",
+ "# only display based on the display values above\n",
+ "handles = []\n",
+ "for title in sorted(phensig_titles):\n",
+ " phensig = phensig_titles[title]\n",
+ " # check draw booleans\n",
+ " if ( \".\"+ADVIS_SIG in phensig and DRAW_ADVISORY or \n",
+ " \".\"+WATCH_SIG in phensig and DRAW_WATCH or \n",
+ " \".\"+WARN_SIG in phensig and DRAW_WARNING or \n",
+ " \".\"+STATEM_SIG in phensig and DRAW_STATEMENT ):\n",
+ " entry = mpatches.Patch(color=get_color(phensig), label=title)\n",
+ " handles.append(entry)\n",
+ "\n",
+ "# Create the plot\n",
+ "bbox=[-127,-64,24,49]\n",
+ "fig, ax = make_map(bbox=bbox)\n",
+ "\n",
+ "# Add the title\n",
+ "# Construct the title based on which record types are being displayed\n",
+ "title_string = \"\"\n",
+ "if DRAW_WATCH:\n",
+ " title_string += \"Watches, \"\n",
+ "if DRAW_WARNING:\n",
+ " title_string += \"Warnings, \"\n",
+ "if DRAW_ADVISORY:\n",
+ " title_string += \"Advisories, \"\n",
+ "if DRAW_STATEMENT:\n",
+ " title_string += \"Statements, \"\n",
+ "# remove the last comma and space\n",
+ "title_string = title_string[:-2]\n",
+ "# add the time range\n",
+ "title_string += \" from \" + str(first_time)[:-3] + \" to \" + str(last_time)[:-3] + \" UTC\"\n",
+ "# set the title on the plot, give it a bigger font size, and increase\n",
+ "# the vertical padding between the title and the figure\n",
+ "plt.title(title_string, fontsize=20, pad=10)\n",
+ "\n",
+ "# Draw all features on the plot\n",
+ "ax.add_feature(cfeature.LAND)\n",
+ "ax.add_feature(cfeature.COASTLINE)\n",
+ "ax.add_feature(states_provinces, edgecolor='black')\n",
+ "ax.add_feature(political_boundaries, edgecolor='black')\n",
+ "\n",
+ "# Draw WWAs in order: Advisory -> Watch > Warning > Statement\n",
+ "if DRAW_ADVISORY:\n",
+ " for shape in advisory_shapes:\n",
+ " ax.add_feature(shape)\n",
+ "if DRAW_WATCH:\n",
+ " for shape in watch_shapes:\n",
+ " ax.add_feature(shape)\n",
+ "if DRAW_WARNING:\n",
+ " for shape in warning_shapes:\n",
+ " ax.add_feature(shape)\n",
+ "if DRAW_STATEMENT:\n",
+ " for shape in statement_shapes:\n",
+ " ax.add_feature(shape)\n",
+ " \n",
+ "# Draw the legend\n",
+ "# use the handles defined earlier for the color associations to\n",
+ "# phensig titles, set the location to the lower center, give it\n",
+ "# 5 columns so it uses all the horizonatal space, place it under\n",
+ "# the actual figure, and give it a larger fontsize\n",
+ "bottom = 0.12 + (len(handles)//5 *.04)\n",
+ "ax.legend(handles=handles, loc='lower center', ncol=5, bbox_to_anchor=(0.5, -bottom), fontsize=16)\n",
+ "\n",
+ "# Show the plot\n",
+ "plt.show()"
+ ]
+ },
+ {
+ "cell_type": "markdown",
+ "metadata": {},
+ "source": [
+ "Top\n",
+ "\n",
+ "---"
+ ]
+ },
+ {
+ "cell_type": "markdown",
+ "metadata": {},
+ "source": [
+ "## See Also\n",
+ "\n",
+ "- [National Weather Service WWA Definitions (Baltimore Office)](https://www.weather.gov/lwx/warningsdefined#:~:text=A%20Winter%20Storm%20Warning%20is%20issued%20when%20a,combination%20of%20snow%20and%2For%20ice%20accumulation%20with%20wind.)\n",
+ "- [College of Dupage WWA Definitions](https://weather.cod.edu/notes/criteria/)\n",
+ "- [Phensig Explanation](https://www.weather.gov/media/vtec/VTEC_explanation4-20.pdf)\n",
+ "\n",
+ "### Related Notebooks\n",
+ "\n",
+ "- [Grid Levels and Parameters](http://unidata.github.io/python-awips/examples/generated/Grid_Levels_and_Parameters.html)\n",
+ "\n",
+ "### Additional Documentation\n",
+ "\n",
+ "**python-awips**\n",
+ "\n",
+ "- [DataAccessLayer.changeEDEXHost()](http://unidata.github.io/python-awips/api/DataAccessLayer.html#awips.dataaccess.DataAccessLayer.changeEDEXHost)\n",
+ "- [DataAccessLayer.newDataRequest()](http://unidata.github.io/python-awips/api/DataAccessLayer.html#awips.dataaccess.DataAccessLayer.newDataRequest)\n",
+ "- [DataAccessLayer.getAvailableParameters()](http://unidata.github.io/python-awips/api/DataAccessLayer.html#awips.dataaccess.DataAccessLayer.getAvailableParameters)\n",
+ "- [IDataRequest](http://unidata.github.io/python-awips/api/IDataRequest.html)\n",
+ "- [GeometryData](http://unidata.github.io/python-awips/api/PyGeometryData.html)\n",
+ "\n",
+ "**datetime**\n",
+ "\n",
+ "- [datetime.datetime](https://docs.python.org/3/library/datetime.html#datetime-objects)\n",
+ "- [datetime.timedelta](https://docs.python.org/3/library/datetime.html#timedelta-objects)\n",
+ "\n",
+ "**cartopy**\n",
+ "\n",
+ "- [cartopy feature interface](https://scitools.org.uk/cartopy/docs/v0.14/matplotlib/feature_interface.html)\n",
+ "- [cartopy.feature.ShaeplyFeature](https://scitools.org.uk/cartopy/docs/latest/reference/generated/cartopy.feature.ShapelyFeature.html)\n",
+ "\n",
+ "**matplotlib**\n",
+ "\n",
+ "- [matplotlib.pyplot()](https://matplotlib.org/stable/api/_as_gen/matplotlib.pyplot.html)\n",
+ "- [matplotlib.pyplot.legend()](https://matplotlib.org/3.1.1/api/_as_gen/matplotlib.pyplot.legend.html)\n",
+ "- [matplotlib.pyplot.axes()](https://matplotlib.org/stable/api/_as_gen/matplotlib.pyplot.axes.html)\n",
+ "- [matplotlib.pyplot.figure()](https://matplotlib.org/stable/api/_as_gen/matplotlib.pyplot.figure.html)\n",
+ "- [matplotlib.pyplot.title()](https://matplotlib.org/3.1.1/api/_as_gen/matplotlib.pyplot.title.html)\n",
+ "- [matplotlib.pathes.Patch](https://matplotlib.org/stable/api/_as_gen/matplotlib.patches.Patch.html#matplotlib.patches.Patch)"
+ ]
+ },
+ {
+ "cell_type": "markdown",
+ "metadata": {},
+ "source": [
+ "Top\n",
+ "\n",
+ "---"
+ ]
+ }
+ ],
+ "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": "3.9.5"
+ },
+ "toc": {
+ "base_numbering": 1,
+ "nav_menu": {},
+ "number_sections": true,
+ "sideBar": true,
+ "skip_h1_title": true,
+ "title_cell": "Table of Contents",
+ "title_sidebar": "Contents",
+ "toc_cell": true,
+ "toc_position": {},
+ "toc_section_display": true,
+ "toc_window_display": true
+ }
+ },
+ "nbformat": 4,
+ "nbformat_minor": 1
+}
diff --git a/examples/notebooks/Watch_and_Warning_Polygons.ipynb b/examples/notebooks/Watch_and_Warning_Polygons.ipynb
deleted file mode 100644
index e04b158..0000000
--- a/examples/notebooks/Watch_and_Warning_Polygons.ipynb
+++ /dev/null
@@ -1,199 +0,0 @@
-{
- "cells": [
- {
- "cell_type": "markdown",
- "metadata": {},
- "source": [
- "This example uses matplotlib, cartopy, shapely, and python-awips to plot watch and warning polygons requested from a real-time AWIPS EDEX server.\n",
- "\n",
- "First, set up our imports and define functions to be used later:"
- ]
- },
- {
- "cell_type": "code",
- "execution_count": 1,
- "metadata": {},
- "outputs": [],
- "source": [
- "from awips.dataaccess import DataAccessLayer\n",
- "from awips.tables import vtec\n",
- "from datetime import datetime\n",
- "import numpy as np\n",
- "import matplotlib.pyplot as plt\n",
- "import cartopy.crs as ccrs\n",
- "import cartopy.feature as cfeature\n",
- "from cartopy.mpl.gridliner import LONGITUDE_FORMATTER, LATITUDE_FORMATTER\n",
- "from cartopy.feature import ShapelyFeature,NaturalEarthFeature\n",
- "from shapely.geometry import MultiPolygon,Polygon\n",
- "\n",
- "def warning_color(phensig):\n",
- " return vtec[phensig]['color']\n",
- "\n",
- "def make_map(bbox, projection=ccrs.PlateCarree()):\n",
- " fig, ax = plt.subplots(figsize=(20,12),\n",
- " subplot_kw=dict(projection=projection))\n",
- " ax.set_extent(bbox)\n",
- " gl = ax.gridlines(draw_labels=True)\n",
- " gl.top_labels = gl.right_labels = False\n",
- " gl.xformatter = LONGITUDE_FORMATTER\n",
- " gl.yformatter = LATITUDE_FORMATTER\n",
- " return fig, ax"
- ]
- },
- {
- "cell_type": "markdown",
- "metadata": {},
- "source": [
- "Next, we create a request for the \"warning\" data type:"
- ]
- },
- {
- "cell_type": "code",
- "execution_count": 2,
- "metadata": {},
- "outputs": [
- {
- "name": "stdout",
- "output_type": "stream",
- "text": [
- "Using 109 records\n",
- "{'phensig': array([], dtype=float64)}\n"
- ]
- }
- ],
- "source": [
- "DataAccessLayer.changeEDEXHost(\"edex-cloud.unidata.ucar.edu\")\n",
- "request = DataAccessLayer.newDataRequest()\n",
- "request.setDatatype(\"warning\")\n",
- "request.setParameters('phensig')\n",
- "times = DataAccessLayer.getAvailableTimes(request)\n",
- "\n",
- "# Get records for last 50 available times\n",
- "response = DataAccessLayer.getGeometryData(request, times[-50:-1])\n",
- "print(\"Using \" + str(len(response)) + \" records\")\n",
- "\n",
- "# Each record will have a numpy array the length of the number of \"parameters\"\n",
- "# Default is 1 (request.setParameters('phensig'))\n",
- "parameters = {}\n",
- "for x in request.getParameters():\n",
- " parameters[x] = np.array([])\n",
- "print(parameters)"
- ]
- },
- {
- "cell_type": "markdown",
- "metadata": {},
- "source": [
- "Now loop through each record and plot it as either Polygon or MultiPolygon, with appropriate colors"
- ]
- },
- {
- "cell_type": "code",
- "execution_count": 3,
- "metadata": {},
- "outputs": [
- {
- "data": {
- "image/png": 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\n",
- "text/plain": [
- ""
- ]
- },
- "metadata": {
- "needs_background": "light"
- },
- "output_type": "display_data"
- }
- ],
- "source": [
- "%matplotlib inline\n",
- "bbox=[-127,-64,24,49]\n",
- "fig, ax = make_map(bbox=bbox)\n",
- "\n",
- "siteids=np.array([])\n",
- "periods=np.array([])\n",
- "reftimes=np.array([])\n",
- "\n",
- "for ob in response:\n",
- " \n",
- " poly = ob.getGeometry()\n",
- " site = ob.getLocationName()\n",
- " pd = ob.getDataTime().getValidPeriod()\n",
- " ref = ob.getDataTime().getRefTime()\n",
- " \n",
- " # do not plot if phensig is blank (SPS)\n",
- " if ob.getString('phensig'):\n",
- " \n",
- " phensigString = ob.getString('phensig')\n",
- " \n",
- " siteids = np.append(siteids,site)\n",
- " periods = np.append(periods,pd)\n",
- " reftimes = np.append(reftimes,ref)\n",
- "\n",
- " for parm in parameters:\n",
- " parameters[parm] = np.append(parameters[parm],ob.getString(parm))\n",
- "\n",
- " if poly.geom_type == 'MultiPolygon':\n",
- " geometries = np.array([])\n",
- " geometries = np.append(geometries,MultiPolygon(poly))\n",
- " geom_count = \", \" + str(len(geometries)) +\" geometries\"\n",
- " else:\n",
- " geometries = np.array([])\n",
- " geometries = np.append(geometries,Polygon(poly))\n",
- " geom_count=\"\"\n",
- "\n",
- " for geom in geometries:\n",
- " bounds = Polygon(geom)\n",
- " intersection = bounds.intersection\n",
- " geoms = (intersection(geom)\n",
- " for geom in geometries\n",
- " if bounds.intersects(geom))\n",
- " \n",
- " #print(vtec[phensigString]['hdln'] \n",
- " # + \" (\" + phensigString + \") issued at \" + str(ref)\n",
- " # + \" (\"+str(poly.geom_type) + geom_count + \")\")\n",
- " \n",
- " color = warning_color(phensigString)\n",
- " shape_feature = ShapelyFeature(geoms,ccrs.PlateCarree(), \n",
- " facecolor=color, edgecolor=color)\n",
- " ax.add_feature(shape_feature)\n",
- " \n",
- "states_provinces = cfeature.NaturalEarthFeature(\n",
- " category='cultural',\n",
- " name='admin_1_states_provinces_lines',\n",
- " scale='50m',\n",
- " facecolor='none')\n",
- "political_boundaries = cfeature.NaturalEarthFeature(category='cultural',\n",
- " name='admin_0_boundary_lines_land',\n",
- " scale='50m', facecolor='none')\n",
- "ax.add_feature(cfeature.LAND)\n",
- "ax.add_feature(cfeature.COASTLINE)\n",
- "ax.add_feature(states_provinces, edgecolor='black')\n",
- "ax.add_feature(political_boundaries, edgecolor='black')\n",
- "\n",
- "plt.show()"
- ]
- }
- ],
- "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
-}