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i)=way*d);NA8ZSB7^4&jgdcW@cCD9J&>|9QI z=;qD5Mh3<&KPRt75KGUdw)e@B9_0q*UyF#f*R+$n5^;MB zWql<=_seXhus$K?&{*FAaD8dZSUVhCy@Dxo?t;g}VmS}E`jx;+CJFd??2IcH!g(n=B9OpCC zSf3nl;IiWsVx6l=%j8*BU9#qD{ZwU&f|um)pyd=5L*)OP7O=@+&;0bjawQ|-IgZXs zMeBb5`rc4q`ab@)!`{=4mG3TkxTNgpC@DUjFEa66UgflolxxAq;~OV*)R+e;C<(hf znY8SRveHe5&Q<@oD)=Pgm;YmSSl02SP+xw>q1t%$gaxbCvAkofdL&b53QUG6z-9i1 zg`T129Vgy5^g0M`I9B`0>Vc%-PsIs5I&7aBcQ@ScIPtx~p4t8N%3qNQ0vis>{;d<( z5fyr0Y~sWNQQx=x=X?YTakk|8m8XcQ)L|G}eF*r~CW7LD$ ztE#46e`|D1BG?|3u0M9KXYk+cZrRUZUUgdrn4x+%DlY;`@(aFX-Xr~ZrFZDoHH&Wp z#p{ycIZqmzKM7_=NPfO12x=7e7|z?!w*s7-Ka!EJAx8b@U;EC-^uN`)KMX+N>FVdQ I&MBb@064#b`v3p{ literal 0 HcmV?d00001 diff --git a/_sources/examples/generated/Upper_Air_BUFR_Soundings.rst.txt b/_sources/examples/generated/Upper_Air_BUFR_Soundings.rst.txt index 35d5686..708474f 100644 --- a/_sources/examples/generated/Upper_Air_BUFR_Soundings.rst.txt +++ b/_sources/examples/generated/Upper_Air_BUFR_Soundings.rst.txt @@ -2,56 +2,234 @@ Upper Air BUFR Soundings ======================== `Notebook `_ -The following script takes you through the steps of retrieving an Upper -Air vertical profile from an AWIPS EDEX server and plotting a -Skew-T/Log-P chart with Matplotlib and MetPy. +Python-AWIPS Tutorial Notebook -The **bufrua** plugin returns separate objects for parameters at -**mandatory levels** and at **significant temperature levels**. For the -Skew-T/Log-P plot, significant temperature levels are used to plot the -pressure, temperature, and dewpoint lines, while mandatory levels are -used to plot the wind profile. +-------------- + +Objectives +========== + +- Retrieve an Upper Air vertical profile from EDEX +- Plot a Skew-T/Log-P chart with + `Matplotlib `__ and + `MetPy `__ +- Understand the **bufrua** plugin returns separate objects for + parameters at *mandatory levels* and at *significant temperature + levels* + + - *Significant temperature levels* are used to plot the pressure, + temperature and dewpoint lines + - *Mandatory levels* are used to plot the wind profile + +-------------- + +Table of Contents +----------------- + +| `1 + Imports `__\ +| `2 EDEX + Connection `__\ +|     `2.1 Initial EDEX + Connection `__\ +|     `2.2 Setting Additional Request + Parameters `__\ +|     `2.3 Available Location + Names `__\ +|     `2.4 Setting the Location + Name `__\ +| `3 Filtering by + Time `__\ +| `4 Get the + Data! `__\ +| `5 Use the + Data! `__\ +|     `5.1 Prepare Data + Objects `__\ +|     `5.2 Convert + Units `__\ +| `6 Plot the + Data! `__\ +| `7 See + Also `__\ +|     `7.1 Related + Notebooks `__\ +|     `7.2 Additional + Documentation `__\ + +1 Imports +--------- + +The imports below are used throughout the notebook. Note the first +import is coming directly from python-awips and allows us to connect to +an EDEX server. The subsequent imports are for data manipulation and +visualization. .. code:: ipython3 - %matplotlib inline from awips.dataaccess import DataAccessLayer - import matplotlib.tri as mtri import matplotlib.pyplot as plt from mpl_toolkits.axes_grid1.inset_locator import inset_axes import numpy as np - import math - from metpy.calc import wind_speed, wind_components, lcl, dry_lapse, parcel_profile + from metpy.calc import wind_components, lcl, parcel_profile from metpy.plots import SkewT, Hodograph - from metpy.units import units, concatenate - - # Set host + from metpy.units import units + +`Top `__ + +-------------- + +2 EDEX Connection +----------------- + +2.1 Initial EDEX Connection +~~~~~~~~~~~~~~~~~~~~~~~~~~~ + +First we establish a connection to Unidata’s public EDEX server. With +that connection made, we can create a `new data request +object `__ +and set the data type to **bufrua**, and define additional parameters +and an identifier on the request. + +.. code:: ipython3 + + # Set the edex server DataAccessLayer.changeEDEXHost("edex-cloud.unidata.ucar.edu") request = DataAccessLayer.newDataRequest() # Set data type request.setDatatype("bufrua") - availableLocs = DataAccessLayer.getAvailableLocationNames(request) - availableLocs.sort() - - MAN_PARAMS = set(['prMan', 'htMan', 'tpMan', 'tdMan', 'wdMan', 'wsMan']) + +2.2 Setting Additional Request Parameters +~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~ + +Here we populate arrays of all the parameters that will be necessary for +plotting the Skew-T. The ``MAN_PARAMS`` are the *mandatory levels* and +the ``SIGT_PARAMS`` are the *significant temperature* parameters that +were both mentioned in the `objectives section <#Objectives>`__ above. + +Also request the station name and ID to use in the figure title later +on. + +.. code:: ipython3 + + MAN_PARAMS = set(['prMan', 'tpMan', 'tdMan', 'wdMan', 'wsMan']) SIGT_PARAMS = set(['prSigT', 'tpSigT', 'tdSigT']) - request.setParameters("wmoStaNum", "validTime", "rptType", "staElev", "numMand", - "numSigT", "numSigW", "numTrop", "numMwnd", "staName") + request.setParameters("staElev", "staName") request.getParameters().extend(MAN_PARAMS) request.getParameters().extend(SIGT_PARAMS) + +2.3 Available Location Names +~~~~~~~~~~~~~~~~~~~~~~~~~~~~ + +When working with a new data type, it is often useful to investigate all +available options for a particular setting. Shown below is how to see +all available location names for a data request with type **bufrua**. +This step is not necessary if you already know exactly what the location +ID you’re interested in is. + +.. container:: alert-info + + Note: It is important to note the location names are listed by their + WMO Station ID. Their corresponding location and site identifier can + be looked up in this table from UNdata. + +.. code:: ipython3 + locations = DataAccessLayer.getAvailableLocationNames(request) locations.sort() - + print(locations) + + +.. parsed-literal:: + + ['21824', '21946', '24266', '24343', '24641', '24688', '24959', '25123', '25703', '25913', '31004', '31088', '31300', '31369', '31510', '31538', '31770', '31873', '32061', '32098', '32150', '32389', '32477', '32540', '32618', '47122', '47138', '47158', '47401', '47412', '47582', '47646', '47678', '47807', '47827', '47909', '47918', '47945', '47971', '47991', '70026', '70133', '70200', '70219', '70231', '70261', '70273', '70308', '70316', '70326', '70350', '70361', '70398', '70414', '71043', '71081', '71082', '71109', '71119', '71603', '71722', '71802', '71811', '71815', '71816', '71823', '71845', '71867', '71906', '71907', '71909', '71913', '71917', '71924', '71925', '71926', '71934', '71945', '71957', '71964', '72201', '72202', '72206', '72208', '72210', '72214', '72215', '72230', '72233', '72235', '72240', '72248', '72249', '72250', '72251', '72261', '72265', '72274', '72293', '72305', '72317', '72318', '72327', '72340', '72357', '72363', '72364', '72365', '72376', '72381', '72388', '72393', '72402', '72403', '72426', '72440', '72451', '72456', '72469', '72476', '72489', '72493', '72501', '72518', '72520', '72528', '72558', '72562', '72572', '72582', '72597', '72632', '72634', '72645', '72649', '72659', '72662', '72672', '72681', '72694', '72712', '72747', '72764', '72768', '72776', '72786', '72797', '74004', '74005', '74006', '74389', '74455', '74560', '74794', '78016', '78384', '78397', '78486', '78526', '78583', '78866', '78954', '78970', '78988', '80001', '91165', '91212', '91285', '91334', '91348', '91366', '91376', '91408', '91413', '91610', '91643', '91680', '91765', '94120', '94203', '94299', '94332', '94461', '94510', '94578', '94637', '94638', '94653', '94659', '94672', '94711', '94776', '94995', '94996'] + + +2.4 Setting the Location Name +~~~~~~~~~~~~~~~~~~~~~~~~~~~~~ + +In this case we’re setting the location name to the ID for ``KLBF`` +which is the North Platte Regional Airport/Lee Bird, Field in Nebraska. + +.. code:: ipython3 + # Set station ID (not name) request.setLocationNames("72562") #KLBF - + +`Top `__ + +-------------- + +3 Filtering by Time +------------------- + +Models produce many different time variants during their runs, so let’s +limit the data to the most recent time and forecast run. + +.. code:: ipython3 + # Get all times datatimes = DataAccessLayer.getAvailableTimes(request) - + +`Top `__ + +-------------- + +4 Get the Data! +--------------- + +Here we can now request our data response from the EDEX server with our +defined time filter. + +Printing out some data from the first object in the response array can +help verify we received the data we were interested in. + +.. code:: ipython3 + # Get most recent record response = DataAccessLayer.getGeometryData(request,times=datatimes[-1].validPeriod) + obj = response[0] + print("parms = " + str(obj.getParameters())) + print("site = " + str(obj.getLocationName())) + print("geom = " + str(obj.getGeometry())) + print("datetime = " + str(obj.getDataTime())) + print("reftime = " + str(obj.getDataTime().getRefTime())) + print("fcstHour = " + str(obj.getDataTime().getFcstTime())) + print("period = " + str(obj.getDataTime().getValidPeriod())) + + +.. parsed-literal:: + + parms = ['staElev', 'staName'] + site = 72562 + geom = POINT (-100.7005615234375 41.14971923828125) + datetime = 2023-05-19 12:00:00 + reftime = May 19 23 12:00:00 GMT + fcstHour = 0 + period = (May 19 23 12:00:00 , May 19 23 12:00:00 ) + + +`Top `__ + +-------------- + +5 Use the Data! +--------------- + +Since we filtered on time, and requested the data in the previous cell, +we now have a ``response`` object we can work with. + +5.1 Prepare data objects +~~~~~~~~~~~~~~~~~~~~~~~~ + +Here we construct arrays for each parameter to plot (temperature, +pressure, and wind components). After populating each of the arrays, we +sort and mask missing data. + +.. code:: ipython3 + # Initialize data arrays tdMan,tpMan,prMan,wdMan,wsMan = np.array([]),np.array([]),np.array([]),np.array([]),np.array([]) prSig,tpSig,tdSig = np.array([]),np.array([]),np.array([]) @@ -93,7 +271,17 @@ used to plot the wind profile. dman[dman <= -9999] = np.nan direc[direc <= -9999] = np.nan spd[spd <= -9999] = np.nan - + +5.2 Convert Units +~~~~~~~~~~~~~~~~~ + +We need to modify the units several of the data parameters are returned +in. Here we convert Temperature from Fahrenheit to Celcius, convert +pressure to milibars, and extract wind for both the u and v directional +components in Knots and Radians. + +.. code:: ipython3 + # assign units p = (prSig/100) * units.mbar wpres = (wpres/100) * units.mbar @@ -104,7 +292,18 @@ used to plot the wind profile. Td = (tdSig-273.15) * units.degC tman = tman * units.degC dman = dman * units.degC - + +`Top `__ + +-------------- + +6 Plot the Data! +---------------- + +Create and display SkewT and Hodograph plots using MetPy. + +.. code:: ipython3 + # Create SkewT/LogP plt.rcParams['figure.figsize'] = (10, 12) skew = SkewT() @@ -144,5 +343,48 @@ used to plot the wind profile. -.. image:: Upper_Air_BUFR_Soundings_files/Upper_Air_BUFR_Soundings_1_0.png +.. image:: Upper_Air_BUFR_Soundings_files/Upper_Air_BUFR_Soundings_28_0.png + + +`Top `__ + +-------------- + +7 See Also +---------- + +7.1 Related Notebooks +~~~~~~~~~~~~~~~~~~~~~ + +- `Grid Levels and + Parameters `__ +- `Model Sounding + Data `__ +- `Forecast Model Vertical + Sounding `__ + +7.2 Additional Documentation +~~~~~~~~~~~~~~~~~~~~~~~~~~~~ + +**python-awips:** + +- `awips.DataAccessLayer `__ +- `awips.PyGeometryData `__ + +**matplotlib:** + +- `matplotlib.pyplot `__ + +**MetPy** + +- `metpy.wind_components `__ +- `metpy.lcl `__ + (Lifted Condensation Level) +- `metpy.parcel_profile `__ +- `metpy.skewt `__ +- `metpy.hodograph `__ + +`Top `__ + +-------------- diff --git a/examples/generated/Upper_Air_BUFR_Soundings.html b/examples/generated/Upper_Air_BUFR_Soundings.html index 094117b..581d491 100644 --- a/examples/generated/Upper_Air_BUFR_Soundings.html +++ b/examples/generated/Upper_Air_BUFR_Soundings.html @@ -60,7 +60,20 @@

  • Precip Accumulation-Region Of Interest
  • Regional Surface Obs Plot
  • Satellite Imagery
    • -
  • Upper Air BUFR Soundings
    • +
  • Upper Air BUFR Soundings +
  • Watch Warning and Advisory Plotting
    • @@ -97,53 +110,198 @@

    Upper Air BUFR Soundings

    Notebook -The following script takes you through the steps of retrieving an Upper -Air vertical profile from an AWIPS EDEX server and plotting a -Skew-T/Log-P chart with Matplotlib and MetPy.

    -

    The bufrua plugin returns separate objects for parameters at -mandatory levels and at significant temperature levels. For the -Skew-T/Log-P plot, significant temperature levels are used to plot the -pressure, temperature, and dewpoint lines, while mandatory levels are -used to plot the wind profile.

    -
    %matplotlib inline
-from awips.dataaccess import DataAccessLayer
-import matplotlib.tri as mtri
+Python-AWIPS Tutorial Notebook
    
+
    
+
    
+
    Objectives
    
+
      
+
    • Retrieve an Upper Air vertical profile from EDEX
      • 
+
    • Plot a Skew-T/Log-P chart with
+Matplotlib and
+MetPy
      • 
+
    • Understand the bufrua plugin returns separate objects for
+parameters at mandatory levels and at significant temperature
+levels
      
+
        
+
      • Significant temperature levels are used to plot the pressure,
+temperature and dewpoint lines
        • 
+
      • Mandatory levels are used to plot the wind profile
        • 
+
      
+
      • 
+
    
+
    
+
    
+
    Table of Contents
    
+
    
+
    1
+Imports
    
+
    2 EDEX
+Connection
    
+
        2.1 Initial EDEX
+Connection
    
+
        2.2 Setting Additional Request
+Parameters
    
+
        2.3 Available Location
+Names
    
+
        2.4 Setting the Location
+Name
    
+
    3 Filtering by
+Time
    
+
    4 Get the
+Data!
    
+
    5 Use the
+Data!
    
+
        5.1 Prepare Data
+Objects
    
+
        5.2 Convert
+Units
    
+
    6 Plot the
+Data!
    
+
    7 See
+Also
    
+
        7.1 Related
+Notebooks
    
+
        7.2 Additional
+Documentation
    
+
    
+
    
+
    
+
    1 Imports
    
+
    The imports below are used throughout the notebook. Note the first
+import is coming directly from python-awips and allows us to connect to
+an EDEX server. The subsequent imports are for data manipulation and
+visualization.
    
+
    from awips.dataaccess import DataAccessLayer
 import matplotlib.pyplot as plt
 from mpl_toolkits.axes_grid1.inset_locator import inset_axes
 import numpy as np
-import math
-from metpy.calc import wind_speed, wind_components, lcl, dry_lapse, parcel_profile
+from metpy.calc import wind_components, lcl, parcel_profile
 from metpy.plots import SkewT, Hodograph
-from metpy.units import units, concatenate
-
-# Set host
+from metpy.units import units
+
    
+
    
+
    Top
    
+
    
+
    
+
    
+
    2 EDEX Connection
    
+
    
+
    2.1 Initial EDEX Connection
    
+
    First we establish a connection to Unidata’s public EDEX server. With
+that connection made, we can create a new data request
+object
+and set the data type to bufrua, and define additional parameters
+and an identifier on the request.
    
+
    # Set the edex server
 DataAccessLayer.changeEDEXHost("edex-cloud.unidata.ucar.edu")
 request = DataAccessLayer.newDataRequest()
 
 # Set data type
 request.setDatatype("bufrua")
-availableLocs = DataAccessLayer.getAvailableLocationNames(request)
-availableLocs.sort()
-
-MAN_PARAMS = set(['prMan', 'htMan', 'tpMan', 'tdMan', 'wdMan', 'wsMan'])
+
    
+
    
+
    
+
    
+
    2.2 Setting Additional Request Parameters
    
+
    Here we populate arrays of all the parameters that will be necessary for
+plotting the Skew-T. The MAN_PARAMS are the mandatory levels and
+the SIGT_PARAMS are the significant temperature parameters that
+were both mentioned in the objectives section above.
    
+
    Also request the station name and ID to use in the figure title later
+on.
    
+
    MAN_PARAMS = set(['prMan', 'tpMan', 'tdMan', 'wdMan', 'wsMan'])
 SIGT_PARAMS = set(['prSigT', 'tpSigT', 'tdSigT'])
-request.setParameters("wmoStaNum", "validTime", "rptType", "staElev", "numMand",
-                      "numSigT", "numSigW", "numTrop", "numMwnd", "staName")
+request.setParameters("staElev", "staName")
 request.getParameters().extend(MAN_PARAMS)
 request.getParameters().extend(SIGT_PARAMS)
-locations = DataAccessLayer.getAvailableLocationNames(request)
+
    
+
    
+
    
+
    
+
    2.3 Available Location Names
    
+
    When working with a new data type, it is often useful to investigate all
+available options for a particular setting. Shown below is how to see
+all available location names for a data request with type bufrua.
+This step is not necessary if you already know exactly what the location
+ID you’re interested in is.
    
+
    
+
    Note: It is important to note the location names are listed by their
+WMO Station ID. Their corresponding location and site identifier can
+be looked up in this table from UNdata.
    
+
    
+
    locations = DataAccessLayer.getAvailableLocationNames(request)
 locations.sort()
-
-# Set station ID (not name)
+print(locations)
+
    
+
    
+
    ['21824', '21946', '24266', '24343', '24641', '24688', '24959', '25123', '25703', '25913', '31004', '31088', '31300', '31369', '31510', '31538', '31770', '31873', '32061', '32098', '32150', '32389', '32477', '32540', '32618', '47122', '47138', '47158', '47401', '47412', '47582', '47646', '47678', '47807', '47827', '47909', '47918', '47945', '47971', '47991', '70026', '70133', '70200', '70219', '70231', '70261', '70273', '70308', '70316', '70326', '70350', '70361', '70398', '70414', '71043', '71081', '71082', '71109', '71119', '71603', '71722', '71802', '71811', '71815', '71816', '71823', '71845', '71867', '71906', '71907', '71909', '71913', '71917', '71924', '71925', '71926', '71934', '71945', '71957', '71964', '72201', '72202', '72206', '72208', '72210', '72214', '72215', '72230', '72233', '72235', '72240', '72248', '72249', '72250', '72251', '72261', '72265', '72274', '72293', '72305', '72317', '72318', '72327', '72340', '72357', '72363', '72364', '72365', '72376', '72381', '72388', '72393', '72402', '72403', '72426', '72440', '72451', '72456', '72469', '72476', '72489', '72493', '72501', '72518', '72520', '72528', '72558', '72562', '72572', '72582', '72597', '72632', '72634', '72645', '72649', '72659', '72662', '72672', '72681', '72694', '72712', '72747', '72764', '72768', '72776', '72786', '72797', '74004', '74005', '74006', '74389', '74455', '74560', '74794', '78016', '78384', '78397', '78486', '78526', '78583', '78866', '78954', '78970', '78988', '80001', '91165', '91212', '91285', '91334', '91348', '91366', '91376', '91408', '91413', '91610', '91643', '91680', '91765', '94120', '94203', '94299', '94332', '94461', '94510', '94578', '94637', '94638', '94653', '94659', '94672', '94711', '94776', '94995', '94996']
+
    
+
    
+
    
+
    
+
    2.4 Setting the Location Name
    
+
    In this case we’re setting the location name to the ID for KLBF
+which is the North Platte Regional Airport/Lee Bird, Field in Nebraska.
    
+
    # Set station ID (not name)
 request.setLocationNames("72562") #KLBF
-
-# Get all times
+
    
+
    
+
    Top
    
+
    
+
    
+
    
+
    
+
    3 Filtering by Time
    
+
    Models produce many different time variants during their runs, so let’s
+limit the data to the most recent time and forecast run.
    
+
    # Get all times
 datatimes = DataAccessLayer.getAvailableTimes(request)
-
-# Get most recent record
+
    
+
    
+
    Top
    
+
    
+
    
+
    
+
    4 Get the Data!
    
+
    Here we can now request our data response from the EDEX server with our
+defined time filter.
    
+
    Printing out some data from the first object in the response array can
+help verify we received the data we were interested in.
    
+
    # Get most recent record
 response = DataAccessLayer.getGeometryData(request,times=datatimes[-1].validPeriod)
+obj = response[0]
 
-# Initialize data arrays
+print("parms    = " + str(obj.getParameters()))
+print("site     = " + str(obj.getLocationName()))
+print("geom     = " + str(obj.getGeometry()))
+print("datetime = " + str(obj.getDataTime()))
+print("reftime  = " + str(obj.getDataTime().getRefTime()))
+print("fcstHour = " + str(obj.getDataTime().getFcstTime()))
+print("period   = " + str(obj.getDataTime().getValidPeriod()))
+
    
+
    
+
    parms    = ['staElev', 'staName']
+site     = 72562
+geom     = POINT (-100.7005615234375 41.14971923828125)
+datetime = 2023-05-19 12:00:00
+reftime  = May 19 23 12:00:00 GMT
+fcstHour = 0
+period   = (May 19 23 12:00:00 , May 19 23 12:00:00 )
+
    
+
    
+
    Top
    
+
    
+
    
+
    
+
    5 Use the Data!
    
+
    Since we filtered on time, and requested the data in the previous cell,
+we now have a response object we can work with.
    
+
    
+
    5.1 Prepare data objects
    
+
    Here we construct arrays for each parameter to plot (temperature,
+pressure, and wind components). After populating each of the arrays, we
+sort and mask missing data.
    
+
    # Initialize data arrays
 tdMan,tpMan,prMan,wdMan,wsMan = np.array([]),np.array([]),np.array([]),np.array([]),np.array([])
 prSig,tpSig,tdSig = np.array([]),np.array([]),np.array([])
 manGeos = []
@@ -184,8 +342,16 @@ used to plot the wind profile.
    
 dman[dman <= -9999] = np.nan
 direc[direc <= -9999] = np.nan
 spd[spd <= -9999] = np.nan
-
-# assign units
+
    
+
    
+
    
+
    
+
    5.2 Convert Units
    
+
    We need to modify the units several of the data parameters are returned
+in. Here we convert Temperature from Fahrenheit to Celcius, convert
+pressure to milibars, and extract wind for both the u and v directional
+components in Knots and Radians.
    
+
    # assign units
 p = (prSig/100) * units.mbar
 wpres = (wpres/100) * units.mbar
 u,v = wind_components(spd * units.knots, np.deg2rad(direc))
@@ -195,8 +361,16 @@ used to plot the wind profile.
    
     Td = (tdSig-273.15) * units.degC
     tman = tman * units.degC
     dman = dman * units.degC
-
-# Create SkewT/LogP
+
    
+
    
+
    Top
    
+
    
+
    
+
    
+
    
+
    6 Plot the Data!
    
+
    Create and display SkewT and Hodograph plots using MetPy.
    
+
    # Create SkewT/LogP
 plt.rcParams['figure.figsize'] = (10, 12)
 skew = SkewT()
 skew.plot(p, T, 'r', linewidth=2)
@@ -234,7 +408,48 @@ used to plot the wind profile.
    
 plt.show()
 
    
 
    
-../../_images/Upper_Air_BUFR_Soundings_1_0.png
+../../_images/Upper_Air_BUFR_Soundings_28_0.png
+
    Top
    
+
    
+
    
+
    
+
    7 See Also
    
+
+
    
+
    7.2 Additional Documentation
    
+
    python-awips:
    
+
+
    matplotlib:
    
+
+
    MetPy
    
+
+
    Top
    
+
    
+
    
+
    
+
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"binlightning": [[15, "binlightning"]], "grid": [[15, "grid"]], "warning": [[15, "warning"]], "radar": [[15, "radar"]], "Development Guide": [[16, "development-guide"]], "Writing a New Factory": [[16, "writing-a-new-factory"]], "Registering the Factory with the Framework": [[16, "registering-the-factory-with-the-framework"]], "Retrieving Data Using the Factory": [[16, "retrieving-data-using-the-factory"]], "Development Background": [[16, "development-background"]], "Design/Implementation": [[16, "design-implementation"]], "How users of the framework retrieve and use the data": [[16, "how-users-of-the-framework-retrieve-and-use-the-data"]], "How plugin developers contribute support for new datatypes": [[16, "how-plugin-developers-contribute-support-for-new-datatypes"]], "How the framework works when it receives a request": [[16, "how-the-framework-works-when-it-receives-a-request"]], "Request interfaces": [[16, "request-interfaces"]], "Data Interfaces": [[16, "data-interfaces"]], "Factory Interfaces (Java only)": [[16, "factory-interfaces-java-only"]], "Colored Surface Temperature Plot": [[17, "colored-surface-temperature-plot"]], "Objectives": [[17, "objectives"], [18, "objectives"], [20, "objectives"], [21, "objectives"], [22, "objectives"], [23, "objectives"], [24, "objectives"], [27, "objectives"], [30, "objectives"]], "Table of Contents": [[17, "table-of-contents"], [18, "table-of-contents"], [20, "table-of-contents"], [21, "table-of-contents"], [22, "table-of-contents"], [23, "table-of-contents"], [24, "table-of-contents"], [27, "table-of-contents"], [30, "table-of-contents"]], "1 Imports": [[17, "imports"], [18, "imports"], [20, "imports"], [21, "imports"], [22, "imports"], [23, "imports"], [24, "imports"], [30, "imports"]], "2 Initial Setup": [[17, "initial-setup"], [20, "initial-setup"]], "2.1 Geographic Filter": [[17, "geographic-filter"]], "2.2 EDEX Connection": [[17, "edex-connection"]], "3 Filter by Time": [[17, "filter-by-time"]], "4 Access and Convert Temp Data": [[17, "access-and-convert-temp-data"]], "5 Define Temperature Thresholds": [[17, "define-temperature-thresholds"]], "6 Plot the Data!": [[17, "plot-the-data"], [22, "plot-the-data"]], "7 See Also": [[17, "see-also"], [22, "see-also"]], "7.1 Additional Documention": [[17, "additional-documention"]], "Colorized Grid Data": [[18, "colorized-grid-data"]], "2 Define Data Request": [[18, "define-data-request"]], "3 Limit Results Based on Time": [[18, "limit-results-based-on-time"]], "4 Function: make_map()": [[18, "function-make-map"]], "5 Use the Grid Data!": [[18, "use-the-grid-data"]], "5.1 Plot Using pcolormesh": [[18, "plot-using-pcolormesh"]], "5.2 Plot Using contourf": [[18, "plot-using-contourf"]], "6 See Also": [[18, "see-also"], [20, "see-also"]], "6.1 Related Notebooks": [[18, "related-notebooks"], [20, "related-notebooks"]], "6.2 Additional Documentation": [[18, "additional-documentation"], [20, "additional-documentation"]], "Forecast Model Vertical Sounding": [[19, "forecast-model-vertical-sounding"]], "Skew-T/Log-P": [[19, "skew-t-log-p"]], "Model Sounding Comparison": [[19, "model-sounding-comparison"]], "GOES CIRA Product Writer": [[20, "goes-cira-product-writer"]], "2.1 EDEX Connection": [[20, "edex-connection"]], "2.2 Parameter Definition": [[20, "parameter-definition"]], "3 Function: set_size()": [[20, "function-set-size"]], "4 Function: write_img()": [[20, "function-write-img"]], "5 Get the Data and Write it Out!": [[20, "get-the-data-and-write-it-out"]], "5.1 Filter the Data": [[20, "filter-the-data"]], "5.2 Define Output Location": [[20, "define-output-location"]], "5.3 Write Out GOES Images": [[20, "write-out-goes-images"]], "Grid Levels and Parameters": [[21, "grid-levels-and-parameters"]], "2 Connect to EDEX": [[21, "connect-to-edex"], [23, "connect-to-edex"]], "3 Get a List of Supported Data Types": [[21, "get-a-list-of-supported-data-types"]], "4 Create a New Data Request and Set the Type": [[21, "create-a-new-data-request-and-set-the-type"]], "5 Get Available Locations": [[21, "get-available-locations"]], "6 Get Available Parameters": [[21, "get-available-parameters"]], "7 Get Available Levels": [[21, "get-available-levels"]], "8 Get Available Times": [[21, "get-available-times"]], "9 Get the Data!": [[21, "get-the-data"]], "10 See Also": [[21, "see-also"]], "10.1 Related Notebooks": [[21, "related-notebooks"]], "METAR Station Plot with MetPy": [[22, "metar-station-plot-with-metpy"]], "2 Function: get_cloud_cover()": [[22, "function-get-cloud-cover"]], "3 Initial Setup": [[22, "initial-setup"]], "3.1 Initial EDEX Connection": [[22, "initial-edex-connection"]], "3.2 Setting Connection Location Names": [[22, "setting-connection-location-names"]], "4 Filter by Time": [[22, "filter-by-time"]], "5 Use the Data!": [[22, "use-the-data"]], "5.1 Get the Data!": [[22, "get-the-data"]], "5.2 Extract all Parameters": [[22, "extract-all-parameters"]], "5.3 Populate the Data Dictionary": [[22, "populate-the-data-dictionary"]], "7.1 Related Notebooks": [[22, "related-notebooks"]], "7.2 Additional Documentation": [[22, "additional-documentation"]], "Map Resources and Topography": [[23, "map-resources-and-topography"]], "3 Function: make_map()": [[23, "function-make-map"]], "4 Create Initial Map From CWA": [[23, "create-initial-map-from-cwa"]], "5 Draw Merged CWA": [[23, "draw-merged-cwa"]], "6 Draw Interstates using Boundary Filter": [[23, "draw-interstates-using-boundary-filter"]], "7 Draw Nearby Cities": [[23, "draw-nearby-cities"]], "8 Draw Nearby Lakes": [[23, "draw-nearby-lakes"]], "9 Draw Major Rivers": [[23, "draw-major-rivers"]], "10 Draw Topography": [[23, "draw-topography"]], "11 See Also": [[23, "see-also"]], "11.1 Additional Documentation": [[23, "additional-documentation"]], "Model Sounding Data": [[24, "model-sounding-data"]], "2 EDEX Connection": [[24, "edex-connection"]], "3 Setting Location": [[24, "setting-location"]], "3.1 Available Location Names": [[24, "available-location-names"]], "3.2 Setting the Location Name": [[24, "setting-the-location-name"]], "4 Filtering by Time": [[24, "filtering-by-time"]], "5 Get the Data!": [[24, "get-the-data"]], "6 Use the Data!": [[24, "use-the-data"]], "6.1 Prepare Data Objects": [[24, "prepare-data-objects"]], "6.2 Calculate Dewpoint from Specific Humidity": [[24, "calculate-dewpoint-from-specific-humidity"]], "6.2.1 Method 1": [[24, "method-1"]], "6.2.2 Method 2": [[24, "method-2"]], "6.2.3 Method 3": [[24, "method-3"]], "7 Plot the Data!": [[24, "plot-the-data"]], "8 See Also": [[24, "see-also"]], "8.1 Related Notebooks": [[24, "related-notebooks"]], "8.2 Additional Documentation": [[24, "additional-documentation"]], "NEXRAD Level3 Radar": [[25, "nexrad-level3-radar"]], "Precip Accumulation-Region Of Interest": [[26, "precip-accumulation-region-of-interest"]], "Regional Surface Obs Plot": [[27, "regional-surface-obs-plot"]], "Imports": [[27, "imports"]], "Function: get_cloud_cover()": [[27, "function-get-cloud-cover"]], "Function: make_map()": [[27, "function-make-map"]], "Function: extract_plotting_data()": [[27, "function-extract-plotting-data"]], "Function: plot_data()": [[27, "function-plot-data"]], "Initial Setup": [[27, "initial-setup"]], "Initial EDEX Connection": [[27, "initial-edex-connection"]], "Maps Request and Response": [[27, "maps-request-and-response"]], "Define Geographic Filter": [[27, "define-geographic-filter"]], "Define Time Filter": [[27, "define-time-filter"]], "Define Common Parameters for Data Requests": [[27, "define-common-parameters-for-data-requests"]], "Define METAR Request": [[27, "define-metar-request"]], "Define Synoptic Request": [[27, "define-synoptic-request"]], "Get the Data!": [[27, "get-the-data"]], "Get the EDEX Responses": [[27, "get-the-edex-responses"]], "Extract Plotting Data": [[27, "extract-plotting-data"]], "Plot the Data": [[27, "plot-the-data"]], "Draw the Region": [[27, "draw-the-region"]], "Plot METAR Data": [[27, "plot-metar-data"]], "Plot Synoptic Data": [[27, "plot-synoptic-data"]], "Plot both METAR and Synoptic Data": [[27, "plot-both-metar-and-synoptic-data"]], "See Also": [[27, "see-also"]], "Related Notebooks": [[27, "related-notebooks"]], "Additional Documentation": [[27, "additional-documentation"]], "Satellite Imagery": [[28, "satellite-imagery"]], "Available Sources, Creating Entities, Sectors, and Products": [[28, "available-sources-creating-entities-sectors-and-products"]], "GOES 16 Mesoscale Sectors": [[28, "goes-16-mesoscale-sectors"]], "Upper Air BUFR Soundings": [[29, "upper-air-bufr-soundings"]], "Watch Warning and Advisory Plotting": [[30, "watch-warning-and-advisory-plotting"]], "2 Function: make_map()": [[30, "function-make-map"]], "3 Function: get_color()": [[30, "function-get-color"]], "4 Function get_title()": [[30, "function-get-title"]], "5 Initial Setup": [[30, "initial-setup"]], "5.1 EDEX Connection": [[30, "edex-connection"]], "5.2 Significance (Sig) Constants": [[30, "significance-sig-constants"]], "6 Filter by Time": [[30, "filter-by-time"]], "7 Use the Data!": [[30, "use-the-data"]], "7.1 Get the Data": [[30, "get-the-data"]], "7.2 Extract Phensigs, Geometries, and Times": [[30, "extract-phensigs-geometries-and-times"]], "8 Plot the Data!": [[30, "plot-the-data"]], "8.1 Create State and Political Boundaries": [[30, "create-state-and-political-boundaries"]], "8.2 Draw the Plot and Legend for WWAs": [[30, "draw-the-plot-and-legend-for-wwas"]], "9 See Also": [[30, "see-also"]], "9.1 Related Notebooks": [[30, "related-notebooks"]], "9.2 Additional Documentation": [[30, "additional-documentation"]], "Data Plotting Examples": [[31, "data-plotting-examples"]], "Python AWIPS Data Access Framework": [[32, "python-awips-data-access-framework"]], "Pre-requisite Software": [[32, "pre-requisite-software"]], "Package-Only Install": [[32, "package-only-install"]], "Pip Install": [[32, "pip-install"]], "Conda Install": [[32, "conda-install"]], "Source Code with Examples Install": [[32, "source-code-with-examples-install"]], "Questions \u2013 Contact Us!": [[32, "questions-contact-us"]]}, "indexentries": {"awips.dataaccess.combinedtimequery": [[1, "module-awips.dataaccess.CombinedTimeQuery"]], "getavailabletimes() (in module awips.dataaccess.combinedtimequery)": [[1, "awips.dataaccess.CombinedTimeQuery.getAvailableTimes"]], "module": [[1, "module-awips.dataaccess.CombinedTimeQuery"], [2, "module-awips.dataaccess.DataAccessLayer"], [3, "module-awips.DateTimeConverter"], [5, "module-awips.gfe.IFPClient"], [6, "module-awips.dataaccess.ModelSounding"], [7, "module-awips.dataaccess.PyData"], [8, "module-awips.dataaccess.PyGeometryData"], [9, "module-awips.dataaccess.PyGridData"], [10, "module-awips.RadarCommon"], [11, "module-awips.ThriftClient"], [12, "module-awips.dataaccess.ThriftClientRouter"], [13, "module-awips.TimeUtil"]], "awips.dataaccess.dataaccesslayer": [[2, "module-awips.dataaccess.DataAccessLayer"]], "changeedexhost() (in module awips.dataaccess.dataaccesslayer)": [[2, "awips.dataaccess.DataAccessLayer.changeEDEXHost"]], "getavailablelevels() (in module awips.dataaccess.dataaccesslayer)": [[2, "awips.dataaccess.DataAccessLayer.getAvailableLevels"]], "getavailablelocationnames() (in module awips.dataaccess.dataaccesslayer)": [[2, "awips.dataaccess.DataAccessLayer.getAvailableLocationNames"]], "getavailableparameters() (in module awips.dataaccess.dataaccesslayer)": [[2, "awips.dataaccess.DataAccessLayer.getAvailableParameters"]], "getavailabletimes() (in module awips.dataaccess.dataaccesslayer)": [[2, "awips.dataaccess.DataAccessLayer.getAvailableTimes"]], "getforecastrun() (in module awips.dataaccess.dataaccesslayer)": [[2, "awips.dataaccess.DataAccessLayer.getForecastRun"]], "getgeometrydata() (in module awips.dataaccess.dataaccesslayer)": [[2, "awips.dataaccess.DataAccessLayer.getGeometryData"]], "getgriddata() (in module awips.dataaccess.dataaccesslayer)": [[2, "awips.dataaccess.DataAccessLayer.getGridData"]], "getidentifiervalues() (in module awips.dataaccess.dataaccesslayer)": [[2, "awips.dataaccess.DataAccessLayer.getIdentifierValues"]], "getmetarobs() (in module awips.dataaccess.dataaccesslayer)": [[2, "awips.dataaccess.DataAccessLayer.getMetarObs"]], "getoptionalidentifiers() (in module awips.dataaccess.dataaccesslayer)": [[2, "awips.dataaccess.DataAccessLayer.getOptionalIdentifiers"]], "getradarproductids() (in module awips.dataaccess.dataaccesslayer)": [[2, "awips.dataaccess.DataAccessLayer.getRadarProductIDs"]], "getradarproductnames() (in module awips.dataaccess.dataaccesslayer)": [[2, "awips.dataaccess.DataAccessLayer.getRadarProductNames"]], "getrequiredidentifiers() (in module awips.dataaccess.dataaccesslayer)": [[2, "awips.dataaccess.DataAccessLayer.getRequiredIdentifiers"]], "getsupporteddatatypes() (in module awips.dataaccess.dataaccesslayer)": [[2, "awips.dataaccess.DataAccessLayer.getSupportedDatatypes"]], "getsynopticobs() (in module awips.dataaccess.dataaccesslayer)": [[2, "awips.dataaccess.DataAccessLayer.getSynopticObs"]], "newdatarequest() (in module awips.dataaccess.dataaccesslayer)": [[2, "awips.dataaccess.DataAccessLayer.newDataRequest"]], "setlazyloadgridlatlon() (in module awips.dataaccess.dataaccesslayer)": [[2, "awips.dataaccess.DataAccessLayer.setLazyLoadGridLatLon"]], "awips.datetimeconverter": [[3, "module-awips.DateTimeConverter"]], "constructtimerange() (in module awips.datetimeconverter)": [[3, "awips.DateTimeConverter.constructTimeRange"]], "converttodatetime() (in module awips.datetimeconverter)": [[3, "awips.DateTimeConverter.convertToDateTime"]], "idatarequest (class in awips.dataaccess)": [[4, "awips.dataaccess.IDataRequest"]], "__weakref__ (awips.dataaccess.idatarequest attribute)": [[4, "awips.dataaccess.IDataRequest.__weakref__"]], "addidentifier() (awips.dataaccess.idatarequest method)": [[4, "awips.dataaccess.IDataRequest.addIdentifier"]], "getdatatype() (awips.dataaccess.idatarequest method)": [[4, "awips.dataaccess.IDataRequest.getDatatype"]], "getenvelope() (awips.dataaccess.idatarequest method)": [[4, "awips.dataaccess.IDataRequest.getEnvelope"]], "getidentifiers() (awips.dataaccess.idatarequest method)": [[4, "awips.dataaccess.IDataRequest.getIdentifiers"]], "getlevels() (awips.dataaccess.idatarequest method)": [[4, "awips.dataaccess.IDataRequest.getLevels"]], "getlocationnames() (awips.dataaccess.idatarequest method)": [[4, "awips.dataaccess.IDataRequest.getLocationNames"]], "setdatatype() (awips.dataaccess.idatarequest method)": [[4, "awips.dataaccess.IDataRequest.setDatatype"]], "setenvelope() (awips.dataaccess.idatarequest method)": [[4, "awips.dataaccess.IDataRequest.setEnvelope"]], "setlevels() (awips.dataaccess.idatarequest method)": [[4, "awips.dataaccess.IDataRequest.setLevels"]], "setlocationnames() (awips.dataaccess.idatarequest method)": [[4, "awips.dataaccess.IDataRequest.setLocationNames"]], "setparameters() (awips.dataaccess.idatarequest method)": [[4, "awips.dataaccess.IDataRequest.setParameters"]], "ifpclient (class in awips.gfe.ifpclient)": [[5, "awips.gfe.IFPClient.IFPClient"]], "awips.gfe.ifpclient": [[5, "module-awips.gfe.IFPClient"]], "commitgrid() (awips.gfe.ifpclient.ifpclient method)": [[5, "awips.gfe.IFPClient.IFPClient.commitGrid"]], "getgridinventory() (awips.gfe.ifpclient.ifpclient method)": [[5, "awips.gfe.IFPClient.IFPClient.getGridInventory"]], "getparmlist() (awips.gfe.ifpclient.ifpclient method)": [[5, "awips.gfe.IFPClient.IFPClient.getParmList"]], "getselecttr() (awips.gfe.ifpclient.ifpclient method)": [[5, "awips.gfe.IFPClient.IFPClient.getSelectTR"]], "getsiteid() (awips.gfe.ifpclient.ifpclient method)": [[5, "awips.gfe.IFPClient.IFPClient.getSiteID"]], "awips.dataaccess.modelsounding": [[6, "module-awips.dataaccess.ModelSounding"]], "changeedexhost() (in module awips.dataaccess.modelsounding)": [[6, "awips.dataaccess.ModelSounding.changeEDEXHost"]], "getsounding() (in module awips.dataaccess.modelsounding)": [[6, "awips.dataaccess.ModelSounding.getSounding"]], "pydata (class in awips.dataaccess.pydata)": [[7, "awips.dataaccess.PyData.PyData"]], "awips.dataaccess.pydata": [[7, "module-awips.dataaccess.PyData"]], "getattribute() (awips.dataaccess.pydata.pydata method)": [[7, "awips.dataaccess.PyData.PyData.getAttribute"]], "getattributes() (awips.dataaccess.pydata.pydata method)": [[7, "awips.dataaccess.PyData.PyData.getAttributes"]], "getdatatime() (awips.dataaccess.pydata.pydata method)": [[7, "awips.dataaccess.PyData.PyData.getDataTime"]], "getlevel() (awips.dataaccess.pydata.pydata method)": [[7, "awips.dataaccess.PyData.PyData.getLevel"]], "getlocationname() (awips.dataaccess.pydata.pydata method)": [[7, "awips.dataaccess.PyData.PyData.getLocationName"]], "pygeometrydata (class in awips.dataaccess.pygeometrydata)": [[8, "awips.dataaccess.PyGeometryData.PyGeometryData"]], "awips.dataaccess.pygeometrydata": [[8, "module-awips.dataaccess.PyGeometryData"]], "getgeometry() (awips.dataaccess.pygeometrydata.pygeometrydata method)": [[8, "awips.dataaccess.PyGeometryData.PyGeometryData.getGeometry"]], "getnumber() (awips.dataaccess.pygeometrydata.pygeometrydata method)": [[8, "awips.dataaccess.PyGeometryData.PyGeometryData.getNumber"]], "getparameters() (awips.dataaccess.pygeometrydata.pygeometrydata method)": [[8, "awips.dataaccess.PyGeometryData.PyGeometryData.getParameters"]], "getstring() (awips.dataaccess.pygeometrydata.pygeometrydata method)": [[8, "awips.dataaccess.PyGeometryData.PyGeometryData.getString"]], "gettype() (awips.dataaccess.pygeometrydata.pygeometrydata method)": [[8, "awips.dataaccess.PyGeometryData.PyGeometryData.getType"]], "getunit() (awips.dataaccess.pygeometrydata.pygeometrydata method)": [[8, "awips.dataaccess.PyGeometryData.PyGeometryData.getUnit"]], "pygriddata (class in awips.dataaccess.pygriddata)": [[9, "awips.dataaccess.PyGridData.PyGridData"]], "awips.dataaccess.pygriddata": [[9, "module-awips.dataaccess.PyGridData"]], "getlatloncoords() (awips.dataaccess.pygriddata.pygriddata method)": [[9, "awips.dataaccess.PyGridData.PyGridData.getLatLonCoords"]], "getparameter() (awips.dataaccess.pygriddata.pygriddata method)": [[9, "awips.dataaccess.PyGridData.PyGridData.getParameter"]], "getrawdata() (awips.dataaccess.pygriddata.pygriddata method)": [[9, "awips.dataaccess.PyGridData.PyGridData.getRawData"]], "getunit() (awips.dataaccess.pygriddata.pygriddata method)": [[9, "awips.dataaccess.PyGridData.PyGridData.getUnit"]], "awips.radarcommon": [[10, "module-awips.RadarCommon"]], "encode_dep_vals() (in module awips.radarcommon)": [[10, "awips.RadarCommon.encode_dep_vals"]], "encode_radial() (in module awips.radarcommon)": [[10, "awips.RadarCommon.encode_radial"]], "encode_thresh_vals() (in module awips.radarcommon)": [[10, "awips.RadarCommon.encode_thresh_vals"]], "get_data_type() (in module awips.radarcommon)": [[10, "awips.RadarCommon.get_data_type"]], "get_datetime_str() (in module awips.radarcommon)": [[10, "awips.RadarCommon.get_datetime_str"]], "get_hdf5_data() (in module awips.radarcommon)": [[10, "awips.RadarCommon.get_hdf5_data"]], "get_header() (in module awips.radarcommon)": [[10, "awips.RadarCommon.get_header"]], "thriftclient (class in awips.thriftclient)": [[11, "awips.ThriftClient.ThriftClient"]], "thriftrequestexception": [[11, "awips.ThriftClient.ThriftRequestException"]], "awips.thriftclient": [[11, "module-awips.ThriftClient"]], "sendrequest() (awips.thriftclient.thriftclient method)": [[11, "awips.ThriftClient.ThriftClient.sendRequest"]], "lazygridlatlon (class in awips.dataaccess.thriftclientrouter)": [[12, "awips.dataaccess.ThriftClientRouter.LazyGridLatLon"]], "thriftclientrouter (class in awips.dataaccess.thriftclientrouter)": [[12, "awips.dataaccess.ThriftClientRouter.ThriftClientRouter"]], "awips.dataaccess.thriftclientrouter": [[12, "module-awips.dataaccess.ThriftClientRouter"]], "getavailablelevels() (awips.dataaccess.thriftclientrouter.thriftclientrouter method)": [[12, "awips.dataaccess.ThriftClientRouter.ThriftClientRouter.getAvailableLevels"]], "getavailablelocationnames() (awips.dataaccess.thriftclientrouter.thriftclientrouter method)": [[12, "awips.dataaccess.ThriftClientRouter.ThriftClientRouter.getAvailableLocationNames"]], "getavailableparameters() (awips.dataaccess.thriftclientrouter.thriftclientrouter method)": [[12, "awips.dataaccess.ThriftClientRouter.ThriftClientRouter.getAvailableParameters"]], "getavailabletimes() (awips.dataaccess.thriftclientrouter.thriftclientrouter method)": [[12, "awips.dataaccess.ThriftClientRouter.ThriftClientRouter.getAvailableTimes"]], "getgeometrydata() (awips.dataaccess.thriftclientrouter.thriftclientrouter method)": [[12, "awips.dataaccess.ThriftClientRouter.ThriftClientRouter.getGeometryData"]], "getgriddata() (awips.dataaccess.thriftclientrouter.thriftclientrouter method)": [[12, "awips.dataaccess.ThriftClientRouter.ThriftClientRouter.getGridData"]], "getidentifiervalues() (awips.dataaccess.thriftclientrouter.thriftclientrouter method)": [[12, "awips.dataaccess.ThriftClientRouter.ThriftClientRouter.getIdentifierValues"]], "getnotificationfilter() (awips.dataaccess.thriftclientrouter.thriftclientrouter method)": [[12, "awips.dataaccess.ThriftClientRouter.ThriftClientRouter.getNotificationFilter"]], "getoptionalidentifiers() (awips.dataaccess.thriftclientrouter.thriftclientrouter method)": [[12, "awips.dataaccess.ThriftClientRouter.ThriftClientRouter.getOptionalIdentifiers"]], "getrequiredidentifiers() (awips.dataaccess.thriftclientrouter.thriftclientrouter method)": [[12, "awips.dataaccess.ThriftClientRouter.ThriftClientRouter.getRequiredIdentifiers"]], "getsupporteddatatypes() (awips.dataaccess.thriftclientrouter.thriftclientrouter method)": [[12, "awips.dataaccess.ThriftClientRouter.ThriftClientRouter.getSupportedDatatypes"]], "newdatarequest() (awips.dataaccess.thriftclientrouter.thriftclientrouter method)": [[12, "awips.dataaccess.ThriftClientRouter.ThriftClientRouter.newDataRequest"]], "setlazyloadgridlatlon() (awips.dataaccess.thriftclientrouter.thriftclientrouter method)": [[12, "awips.dataaccess.ThriftClientRouter.ThriftClientRouter.setLazyLoadGridLatLon"]], "awips.timeutil": [[13, "module-awips.TimeUtil"]], "determinedrtoffset() (in module awips.timeutil)": [[13, "awips.TimeUtil.determineDrtOffset"]], "maketime() (in module awips.timeutil)": [[13, "awips.TimeUtil.makeTime"]]}}) \ No newline at end of file +Search.setIndex({"docnames": ["about", "api/CombinedTimeQuery", "api/DataAccessLayer", "api/DateTimeConverter", "api/IDataRequest", "api/IFPClient", "api/ModelSounding", "api/PyData", "api/PyGeometryData", "api/PyGridData", "api/RadarCommon", "api/ThriftClient", "api/ThriftClientRouter", "api/TimeUtil", "api/index", "datatypes", "dev", "examples/generated/Colored_Surface_Temperature_Plot", 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"function-get-title"]], "5 Initial Setup": [[30, "initial-setup"]], "5.1 EDEX Connection": [[30, "edex-connection"]], "5.2 Significance (Sig) Constants": [[30, "significance-sig-constants"]], "6 Filter by Time": [[30, "filter-by-time"]], "7 Use the Data!": [[30, "use-the-data"]], "7.1 Get the Data": [[30, "get-the-data"]], "7.2 Extract Phensigs, Geometries, and Times": [[30, "extract-phensigs-geometries-and-times"]], "8 Plot the Data!": [[30, "plot-the-data"]], "8.1 Create State and Political Boundaries": [[30, "create-state-and-political-boundaries"]], "8.2 Draw the Plot and Legend for WWAs": [[30, "draw-the-plot-and-legend-for-wwas"]], "9 See Also": [[30, "see-also"]], "9.1 Related Notebooks": [[30, "related-notebooks"]], "9.2 Additional Documentation": [[30, "additional-documentation"]], "Data Plotting Examples": [[31, "data-plotting-examples"]], "Python AWIPS Data Access Framework": [[32, "python-awips-data-access-framework"]], "Pre-requisite Software": [[32, 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"module-awips.dataaccess.ThriftClientRouter"], [13, "module-awips.TimeUtil"]], "awips.dataaccess.dataaccesslayer": [[2, "module-awips.dataaccess.DataAccessLayer"]], "changeedexhost() (in module awips.dataaccess.dataaccesslayer)": [[2, "awips.dataaccess.DataAccessLayer.changeEDEXHost"]], "getavailablelevels() (in module awips.dataaccess.dataaccesslayer)": [[2, "awips.dataaccess.DataAccessLayer.getAvailableLevels"]], "getavailablelocationnames() (in module awips.dataaccess.dataaccesslayer)": [[2, "awips.dataaccess.DataAccessLayer.getAvailableLocationNames"]], "getavailableparameters() (in module awips.dataaccess.dataaccesslayer)": [[2, "awips.dataaccess.DataAccessLayer.getAvailableParameters"]], "getavailabletimes() (in module awips.dataaccess.dataaccesslayer)": [[2, "awips.dataaccess.DataAccessLayer.getAvailableTimes"]], "getforecastrun() (in module awips.dataaccess.dataaccesslayer)": [[2, "awips.dataaccess.DataAccessLayer.getForecastRun"]], "getgeometrydata() (in module awips.dataaccess.dataaccesslayer)": [[2, "awips.dataaccess.DataAccessLayer.getGeometryData"]], "getgriddata() (in module awips.dataaccess.dataaccesslayer)": [[2, "awips.dataaccess.DataAccessLayer.getGridData"]], "getidentifiervalues() (in module awips.dataaccess.dataaccesslayer)": [[2, "awips.dataaccess.DataAccessLayer.getIdentifierValues"]], "getmetarobs() (in module awips.dataaccess.dataaccesslayer)": [[2, "awips.dataaccess.DataAccessLayer.getMetarObs"]], "getoptionalidentifiers() (in module awips.dataaccess.dataaccesslayer)": [[2, "awips.dataaccess.DataAccessLayer.getOptionalIdentifiers"]], "getradarproductids() (in module awips.dataaccess.dataaccesslayer)": [[2, "awips.dataaccess.DataAccessLayer.getRadarProductIDs"]], "getradarproductnames() (in module awips.dataaccess.dataaccesslayer)": [[2, "awips.dataaccess.DataAccessLayer.getRadarProductNames"]], "getrequiredidentifiers() (in module awips.dataaccess.dataaccesslayer)": [[2, "awips.dataaccess.DataAccessLayer.getRequiredIdentifiers"]], "getsupporteddatatypes() (in module awips.dataaccess.dataaccesslayer)": [[2, "awips.dataaccess.DataAccessLayer.getSupportedDatatypes"]], "getsynopticobs() (in module awips.dataaccess.dataaccesslayer)": [[2, "awips.dataaccess.DataAccessLayer.getSynopticObs"]], "newdatarequest() (in module awips.dataaccess.dataaccesslayer)": [[2, "awips.dataaccess.DataAccessLayer.newDataRequest"]], "setlazyloadgridlatlon() (in module awips.dataaccess.dataaccesslayer)": [[2, "awips.dataaccess.DataAccessLayer.setLazyLoadGridLatLon"]], "awips.datetimeconverter": [[3, "module-awips.DateTimeConverter"]], "constructtimerange() (in module awips.datetimeconverter)": [[3, "awips.DateTimeConverter.constructTimeRange"]], "converttodatetime() (in module awips.datetimeconverter)": [[3, "awips.DateTimeConverter.convertToDateTime"]], "idatarequest (class in awips.dataaccess)": [[4, "awips.dataaccess.IDataRequest"]], "__weakref__ (awips.dataaccess.idatarequest attribute)": [[4, "awips.dataaccess.IDataRequest.__weakref__"]], "addidentifier() (awips.dataaccess.idatarequest method)": [[4, "awips.dataaccess.IDataRequest.addIdentifier"]], "getdatatype() (awips.dataaccess.idatarequest method)": [[4, "awips.dataaccess.IDataRequest.getDatatype"]], "getenvelope() (awips.dataaccess.idatarequest method)": [[4, "awips.dataaccess.IDataRequest.getEnvelope"]], "getidentifiers() (awips.dataaccess.idatarequest method)": [[4, "awips.dataaccess.IDataRequest.getIdentifiers"]], "getlevels() (awips.dataaccess.idatarequest method)": [[4, "awips.dataaccess.IDataRequest.getLevels"]], "getlocationnames() (awips.dataaccess.idatarequest method)": [[4, "awips.dataaccess.IDataRequest.getLocationNames"]], "setdatatype() (awips.dataaccess.idatarequest method)": [[4, "awips.dataaccess.IDataRequest.setDatatype"]], "setenvelope() (awips.dataaccess.idatarequest method)": [[4, "awips.dataaccess.IDataRequest.setEnvelope"]], "setlevels() (awips.dataaccess.idatarequest method)": [[4, "awips.dataaccess.IDataRequest.setLevels"]], "setlocationnames() (awips.dataaccess.idatarequest method)": [[4, "awips.dataaccess.IDataRequest.setLocationNames"]], "setparameters() (awips.dataaccess.idatarequest method)": [[4, "awips.dataaccess.IDataRequest.setParameters"]], "ifpclient (class in awips.gfe.ifpclient)": [[5, "awips.gfe.IFPClient.IFPClient"]], "awips.gfe.ifpclient": [[5, "module-awips.gfe.IFPClient"]], "commitgrid() (awips.gfe.ifpclient.ifpclient method)": [[5, "awips.gfe.IFPClient.IFPClient.commitGrid"]], "getgridinventory() (awips.gfe.ifpclient.ifpclient method)": [[5, "awips.gfe.IFPClient.IFPClient.getGridInventory"]], "getparmlist() (awips.gfe.ifpclient.ifpclient method)": [[5, "awips.gfe.IFPClient.IFPClient.getParmList"]], "getselecttr() (awips.gfe.ifpclient.ifpclient method)": [[5, "awips.gfe.IFPClient.IFPClient.getSelectTR"]], "getsiteid() (awips.gfe.ifpclient.ifpclient method)": [[5, "awips.gfe.IFPClient.IFPClient.getSiteID"]], "awips.dataaccess.modelsounding": [[6, "module-awips.dataaccess.ModelSounding"]], "changeedexhost() (in module awips.dataaccess.modelsounding)": [[6, "awips.dataaccess.ModelSounding.changeEDEXHost"]], "getsounding() (in module awips.dataaccess.modelsounding)": [[6, "awips.dataaccess.ModelSounding.getSounding"]], "pydata (class in awips.dataaccess.pydata)": [[7, "awips.dataaccess.PyData.PyData"]], "awips.dataaccess.pydata": [[7, "module-awips.dataaccess.PyData"]], "getattribute() (awips.dataaccess.pydata.pydata method)": [[7, "awips.dataaccess.PyData.PyData.getAttribute"]], "getattributes() (awips.dataaccess.pydata.pydata method)": [[7, "awips.dataaccess.PyData.PyData.getAttributes"]], "getdatatime() (awips.dataaccess.pydata.pydata method)": [[7, "awips.dataaccess.PyData.PyData.getDataTime"]], "getlevel() (awips.dataaccess.pydata.pydata method)": [[7, "awips.dataaccess.PyData.PyData.getLevel"]], "getlocationname() (awips.dataaccess.pydata.pydata method)": [[7, "awips.dataaccess.PyData.PyData.getLocationName"]], "pygeometrydata (class in awips.dataaccess.pygeometrydata)": [[8, "awips.dataaccess.PyGeometryData.PyGeometryData"]], "awips.dataaccess.pygeometrydata": [[8, "module-awips.dataaccess.PyGeometryData"]], "getgeometry() (awips.dataaccess.pygeometrydata.pygeometrydata method)": [[8, "awips.dataaccess.PyGeometryData.PyGeometryData.getGeometry"]], "getnumber() (awips.dataaccess.pygeometrydata.pygeometrydata method)": [[8, "awips.dataaccess.PyGeometryData.PyGeometryData.getNumber"]], "getparameters() (awips.dataaccess.pygeometrydata.pygeometrydata method)": [[8, "awips.dataaccess.PyGeometryData.PyGeometryData.getParameters"]], "getstring() (awips.dataaccess.pygeometrydata.pygeometrydata method)": [[8, "awips.dataaccess.PyGeometryData.PyGeometryData.getString"]], "gettype() (awips.dataaccess.pygeometrydata.pygeometrydata method)": [[8, "awips.dataaccess.PyGeometryData.PyGeometryData.getType"]], "getunit() (awips.dataaccess.pygeometrydata.pygeometrydata method)": [[8, "awips.dataaccess.PyGeometryData.PyGeometryData.getUnit"]], "pygriddata (class in awips.dataaccess.pygriddata)": [[9, "awips.dataaccess.PyGridData.PyGridData"]], "awips.dataaccess.pygriddata": [[9, "module-awips.dataaccess.PyGridData"]], "getlatloncoords() (awips.dataaccess.pygriddata.pygriddata method)": [[9, "awips.dataaccess.PyGridData.PyGridData.getLatLonCoords"]], "getparameter() (awips.dataaccess.pygriddata.pygriddata method)": [[9, "awips.dataaccess.PyGridData.PyGridData.getParameter"]], "getrawdata() (awips.dataaccess.pygriddata.pygriddata method)": [[9, "awips.dataaccess.PyGridData.PyGridData.getRawData"]], "getunit() (awips.dataaccess.pygriddata.pygriddata method)": [[9, "awips.dataaccess.PyGridData.PyGridData.getUnit"]], "awips.radarcommon": [[10, "module-awips.RadarCommon"]], "encode_dep_vals() (in module awips.radarcommon)": [[10, "awips.RadarCommon.encode_dep_vals"]], "encode_radial() (in module awips.radarcommon)": [[10, "awips.RadarCommon.encode_radial"]], "encode_thresh_vals() (in module awips.radarcommon)": [[10, "awips.RadarCommon.encode_thresh_vals"]], "get_data_type() (in module awips.radarcommon)": [[10, "awips.RadarCommon.get_data_type"]], "get_datetime_str() (in module awips.radarcommon)": [[10, "awips.RadarCommon.get_datetime_str"]], "get_hdf5_data() (in module awips.radarcommon)": [[10, "awips.RadarCommon.get_hdf5_data"]], "get_header() (in module awips.radarcommon)": [[10, "awips.RadarCommon.get_header"]], "thriftclient (class in awips.thriftclient)": [[11, "awips.ThriftClient.ThriftClient"]], "thriftrequestexception": [[11, "awips.ThriftClient.ThriftRequestException"]], "awips.thriftclient": [[11, "module-awips.ThriftClient"]], "sendrequest() (awips.thriftclient.thriftclient method)": [[11, "awips.ThriftClient.ThriftClient.sendRequest"]], "lazygridlatlon (class in awips.dataaccess.thriftclientrouter)": [[12, "awips.dataaccess.ThriftClientRouter.LazyGridLatLon"]], "thriftclientrouter (class in awips.dataaccess.thriftclientrouter)": [[12, "awips.dataaccess.ThriftClientRouter.ThriftClientRouter"]], "awips.dataaccess.thriftclientrouter": [[12, "module-awips.dataaccess.ThriftClientRouter"]], "getavailablelevels() (awips.dataaccess.thriftclientrouter.thriftclientrouter method)": [[12, "awips.dataaccess.ThriftClientRouter.ThriftClientRouter.getAvailableLevels"]], "getavailablelocationnames() (awips.dataaccess.thriftclientrouter.thriftclientrouter method)": [[12, "awips.dataaccess.ThriftClientRouter.ThriftClientRouter.getAvailableLocationNames"]], "getavailableparameters() (awips.dataaccess.thriftclientrouter.thriftclientrouter method)": [[12, "awips.dataaccess.ThriftClientRouter.ThriftClientRouter.getAvailableParameters"]], "getavailabletimes() (awips.dataaccess.thriftclientrouter.thriftclientrouter method)": [[12, "awips.dataaccess.ThriftClientRouter.ThriftClientRouter.getAvailableTimes"]], "getgeometrydata() (awips.dataaccess.thriftclientrouter.thriftclientrouter method)": [[12, "awips.dataaccess.ThriftClientRouter.ThriftClientRouter.getGeometryData"]], "getgriddata() (awips.dataaccess.thriftclientrouter.thriftclientrouter method)": [[12, "awips.dataaccess.ThriftClientRouter.ThriftClientRouter.getGridData"]], "getidentifiervalues() (awips.dataaccess.thriftclientrouter.thriftclientrouter method)": [[12, "awips.dataaccess.ThriftClientRouter.ThriftClientRouter.getIdentifierValues"]], "getnotificationfilter() (awips.dataaccess.thriftclientrouter.thriftclientrouter method)": [[12, "awips.dataaccess.ThriftClientRouter.ThriftClientRouter.getNotificationFilter"]], "getoptionalidentifiers() (awips.dataaccess.thriftclientrouter.thriftclientrouter method)": [[12, "awips.dataaccess.ThriftClientRouter.ThriftClientRouter.getOptionalIdentifiers"]], "getrequiredidentifiers() (awips.dataaccess.thriftclientrouter.thriftclientrouter method)": [[12, "awips.dataaccess.ThriftClientRouter.ThriftClientRouter.getRequiredIdentifiers"]], "getsupporteddatatypes() (awips.dataaccess.thriftclientrouter.thriftclientrouter method)": [[12, "awips.dataaccess.ThriftClientRouter.ThriftClientRouter.getSupportedDatatypes"]], "newdatarequest() (awips.dataaccess.thriftclientrouter.thriftclientrouter method)": [[12, "awips.dataaccess.ThriftClientRouter.ThriftClientRouter.newDataRequest"]], "setlazyloadgridlatlon() (awips.dataaccess.thriftclientrouter.thriftclientrouter method)": [[12, "awips.dataaccess.ThriftClientRouter.ThriftClientRouter.setLazyLoadGridLatLon"]], "awips.timeutil": [[13, "module-awips.TimeUtil"]], "determinedrtoffset() (in module awips.timeutil)": [[13, "awips.TimeUtil.determineDrtOffset"]], "maketime() (in module awips.timeutil)": [[13, "awips.TimeUtil.makeTime"]]}}) \ No newline at end of file