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@ -2,24 +2,91 @@
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Grid Levels and Parameters
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Grid Levels and Parameters
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==========================
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==========================
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`Notebook <http://nbviewer.ipython.org/github/Unidata/python-awips/blob/master/examples/notebooks/Grid_Levels_and_Parameters.ipynb>`_
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`Notebook <http://nbviewer.ipython.org/github/Unidata/python-awips/blob/master/examples/notebooks/Grid_Levels_and_Parameters.ipynb>`_
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This example covers the callable methods of python-awips when working
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Python-AWIPS Tutorial Notebook
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with gridded data. We start with a connection to an EDEX server, then
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query data types, then grid names, parameters, levels, and other
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information. Finally the gridded data is plotted for its domain using
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Matplotlib and Cartopy.
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DataAccessLayer.getSupportedDatatypes()
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--------------
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---------------------------------------
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getSupportedDatatypes() returns a list of available data types offered
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Objectives
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by the EDEX server defined above.
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==========
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- Cover the relevant methods for accessing EDEX and investigating what
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data is available.
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- This example we look at the “grid” data type and investigate the
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Global Forcast System (GFS) model.
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- We will talk quite a bit about the **DataAccessLayer** utility, and
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its `online
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documentation <http://unidata.github.io/python-awips/api/DataAccessLayer.html#>`__
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might be a helpful reference.
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--------------
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Table of Contents
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-----------------
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| `1
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|
Imports <https://unidata.github.io/python-awips/examples/generated/Grid_Levels_and_Parameters.html#1-imports>`__\
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| `2 Connect to
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EDEX <https://unidata.github.io/python-awips/examples/generated/Grid_Levels_and_Parameters.html#2-connect-to-edex>`__\
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| `3 Get a List of Supported Data
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|
Types <https://unidata.github.io/python-awips/examples/generated/Grid_Levels_and_Parameters.html#3-get-a-list-of-supported-data-types>`__\
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| `4 Create a New Data Request and Set the
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Type <https://unidata.github.io/python-awips/examples/generated/Grid_Levels_and_Parameters.html#4-create-a-new-data-request-and-set-the-type>`__\
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| `5 Get Available
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Locations <https://unidata.github.io/python-awips/examples/generated/Grid_Levels_and_Parameters.html#5-get-available-locations>`__\
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| `6 Get Available
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|
Parameters <https://unidata.github.io/python-awips/examples/generated/Grid_Levels_and_Parameters.html#6-get-available-parameters>`__\
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| `7 Get Available
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Levels <https://unidata.github.io/python-awips/examples/generated/Grid_Levels_and_Parameters.html#7-get-available-levels>`__\
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| `8 Get Available
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Times <https://unidata.github.io/python-awips/examples/generated/Grid_Levels_and_Parameters.html#8-get-available-times>`__\
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| `9 Get the
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Data! <https://unidata.github.io/python-awips/examples/generated/Grid_Levels_and_Parameters.html#9-get-the-data>`__\
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| `10 See
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Also <https://unidata.github.io/python-awips/examples/generated/Grid_Levels_and_Parameters.html#10-see-also>`__\
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| `10.1 Related
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Notebooks <https://unidata.github.io/python-awips/examples/generated/Grid_Levels_and_Paramters.html#10.1-related-notebooks>`__\
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--------------
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1 Imports
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---------
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Start by importing the DataAccessLayer package from python-awips:
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.. code:: ipython3
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.. code:: ipython3
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from awips.dataaccess import DataAccessLayer
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from awips.dataaccess import DataAccessLayer
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import unittest
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DataAccessLayer.changeEDEXHost("edex-cloud.unidata.ucar.edu")
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`Top <https://unidata.github.io/python-awips/examples/generated/Grid_Levels_and_Parameters.html>`__
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--------------
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2 Connect to EDEX
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-----------------
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Define a url for your EDEX connection, and then point python-awips at
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that EDEX
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.. code:: ipython3
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# Unidata's cloud EDEX instance is used in this example
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edex_url = "edex-cloud.unidata.ucar.edu"
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DataAccessLayer.changeEDEXHost(edex_url)
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`Top <https://unidata.github.io/python-awips/examples/generated/Grid_Levels_and_Parameters.html>`__
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--------------
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3 Get a List of Supported Data Types
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------------------------------------
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`DataAccessLayer.getSupportedDatatypes() <http://unidata.github.io/python-awips/api/DataAccessLayer.html#awips.dataaccess.DataAccessLayer.getSupportedDatatypes>`__
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returns a list of supported data types offered by the EDEX server
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defined above. The code below shows how to populate, sort, and print out
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that list.
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.. code:: ipython3
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dataTypes = DataAccessLayer.getSupportedDatatypes()
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dataTypes = DataAccessLayer.getSupportedDatatypes()
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dataTypes.sort()
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dataTypes.sort()
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list(dataTypes)
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list(dataTypes)
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@ -59,19 +126,50 @@ by the EDEX server defined above.
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DataAccessLayer.getAvailableLocationNames()
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`Top <https://unidata.github.io/python-awips/examples/generated/Grid_Levels_and_Parameters.html>`__
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-------------------------------------------
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Now create a new data request, and set the data type to **grid** to
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--------------
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request all available grids with **getAvailableLocationNames()**
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4 Create a New Data Request and Set the Type
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--------------------------------------------
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Now create a new data request using
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`DataAccessLayer.newDataRequest() <http://unidata.github.io/python-awips/api/DataAccessLayer.html#awips.dataaccess.DataAccessLayer.newDataRequest>`__,
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and set the data type using
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`request.setDatatype() <http://unidata.github.io/python-awips/api/IDataRequest.html#awips.dataaccess.IDataRequest.setDatatype>`__.
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Below we create a few different requests with different data types to
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show some differences with other methods.
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For this example we are going to look at the **grid** data type, which
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is where the model data can be found, along with some other datasets
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(such as MRMS).
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.. code:: ipython3
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.. code:: ipython3
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request = DataAccessLayer.newDataRequest()
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# Create a request for data type grid
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request.setDatatype("grid")
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grid_request = DataAccessLayer.newDataRequest()
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available_grids = DataAccessLayer.getAvailableLocationNames(request)
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grid_request.setDatatype("grid")
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available_grids.sort()
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list(available_grids)
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`Top <https://unidata.github.io/python-awips/examples/generated/Grid_Levels_and_Parameters.html>`__
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--------------
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5 Get Available Locations
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-------------------------
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Use the
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`DataAccessLayer.getAvailableLocationNames(request) <http://unidata.github.io/python-awips/api/DataAccessLayer.html#awips.dataaccess.DataAccessLayer.getAvailableLocationNames>`__
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method to find out what locations are available for the given dataset.
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|
Typically these will be geographic locations or NWS sites, although in
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some instances it will be something else. Take a look at what’s
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|
outputted for the grid_request, for example.
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.. code:: ipython3
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# Grid Locations
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grid_locations = DataAccessLayer.getAvailableLocationNames(grid_request)
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grid_locations.sort()
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list(grid_locations)
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@ -140,18 +238,26 @@ request all available grids with **getAvailableLocationNames()**
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DataAccessLayer.getAvailableParameters()
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`Top <https://unidata.github.io/python-awips/examples/generated/Grid_Levels_and_Parameters.html>`__
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----------------------------------------
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After datatype and model name (locationName) are set, you can query all
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--------------
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available parameters with **getAvailableParameters()**
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6 Get Available Parameters
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|
--------------------------
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We’re setting the “location” (in this case, what model we are interested
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in) to specify our request before we look at the available parameters.
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Take a look at the available parameters for the data set by using
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`DataAccessLayer.getAvailableParameters(request) <http://unidata.github.io/python-awips/api/DataAccessLayer.html#awips.dataaccess.DataAccessLayer.getAvailableParameters>`__
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.. code:: ipython3
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.. code:: ipython3
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request.setLocationNames("RAP13")
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# Pick a model and set the location for the grid request -- we'll be using the Global Forecast System 20km (GFS20)
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availableParms = DataAccessLayer.getAvailableParameters(request)
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grid_request.setLocationNames("GFS20")
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availableParms.sort()
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grid_params = DataAccessLayer.getAvailableParameters(grid_request)
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list(availableParms)
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grid_params.sort()
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list(grid_params)
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@ -174,16 +280,25 @@ available parameters with **getAvailableParameters()**
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'BlkShr',
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'BlkShr',
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'CAPE',
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'CAPE',
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'CFRZR',
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'CFRZR',
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'CFRZR3hr',
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'CFRZR6hr',
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'CICEP',
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'CICEP',
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'CICEP3hr',
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'CICEP6hr',
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'CIn',
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'CIn',
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'CP',
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'CP',
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'CP1hr',
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'CP-GFS',
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'CP3hr',
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'CP6hr',
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'CPr',
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'CPr',
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'CPrD',
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'CPrD',
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'CRAIN',
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'CRAIN',
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'CRAIN3hr',
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'CRAIN6hr',
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'CSNOW',
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'CSNOW',
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'CSNOW3hr',
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'CSNOW6hr',
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'CURU',
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'CURU',
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'CXR',
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'CapeStk',
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'CapeStk',
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'Corf',
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'Corf',
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'CorfF',
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'CorfF',
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@ -200,6 +315,7 @@ available parameters with **getAvailableParameters()**
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'EHI',
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'EHI',
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'EHI01',
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'EHI01',
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'EHIi',
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'EHIi',
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|
'EMSP',
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'EPT',
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'EPT',
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'EPTA',
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'EPTA',
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'EPTC',
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'EPTC',
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|
@ -213,7 +329,6 @@ available parameters with **getAvailableParameters()**
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||||||
'ESP',
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'ESP',
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'ESP2',
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'ESP2',
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'FVecs',
|
'FVecs',
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'FeatMot',
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'FnVecs',
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'FnVecs',
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'FsVecs',
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'FsVecs',
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'Fzra1',
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'Fzra1',
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|
@ -221,13 +336,12 @@ available parameters with **getAvailableParameters()**
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'GH',
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'GH',
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'GHxSM',
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'GHxSM',
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'GHxSM2',
|
'GHxSM2',
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'Gust',
|
'GVV',
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'HI',
|
'HI',
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'HI1',
|
'HI1',
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'HI3',
|
'HI3',
|
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'HI4',
|
'HI4',
|
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'HIdx',
|
'HIdx',
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'HPBL',
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|
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'Heli',
|
'Heli',
|
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'HeliC',
|
'HeliC',
|
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'INV',
|
'INV',
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|
|
@ -243,7 +357,6 @@ available parameters with **getAvailableParameters()**
|
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'MCon2',
|
'MCon2',
|
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'MLLCL',
|
'MLLCL',
|
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'MMP',
|
'MMP',
|
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'MMSP',
|
|
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'MSFDi',
|
'MSFDi',
|
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'MSFi',
|
'MSFi',
|
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'MSFmi',
|
'MSFmi',
|
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|
|
@ -252,13 +365,18 @@ available parameters with **getAvailableParameters()**
|
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'Mix1',
|
'Mix1',
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'Mix2',
|
'Mix2',
|
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'Mmag',
|
'Mmag',
|
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|
'MnT3hr',
|
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|
'MnT6hr',
|
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'MpV',
|
'MpV',
|
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|
'MxT3hr',
|
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|
'MxT6hr',
|
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'NBE',
|
'NBE',
|
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'NST',
|
'NST',
|
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'NST1',
|
'NST1',
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'NST2',
|
'NST2',
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'OmDiff',
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|
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'P',
|
'P',
|
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|
'P3hr',
|
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|
'P6hr',
|
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'PAdv',
|
'PAdv',
|
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'PBE',
|
'PBE',
|
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'PEC',
|
'PEC',
|
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|
|
@ -267,10 +385,8 @@ available parameters with **getAvailableParameters()**
|
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'PGrd1',
|
'PGrd1',
|
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'PGrdM',
|
'PGrdM',
|
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'PIVA',
|
'PIVA',
|
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'PR',
|
|
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'PTvA',
|
'PTvA',
|
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'PTyp',
|
'PTyp',
|
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'PVV',
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|
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'PW',
|
'PW',
|
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'PW2',
|
'PW2',
|
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'PoT',
|
'PoT',
|
||||||
|
|
@ -279,7 +395,6 @@ available parameters with **getAvailableParameters()**
|
||||||
'QPV2',
|
'QPV2',
|
||||||
'QPV3',
|
'QPV3',
|
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'QPV4',
|
'QPV4',
|
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'REFC',
|
|
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'RH',
|
'RH',
|
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'RH_001_bin',
|
'RH_001_bin',
|
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'RH_002_bin',
|
'RH_002_bin',
|
||||||
|
|
@ -287,7 +402,6 @@ available parameters with **getAvailableParameters()**
|
||||||
'RM6',
|
'RM6',
|
||||||
'RMprop',
|
'RMprop',
|
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'RMprop2',
|
'RMprop2',
|
||||||
'RRtype',
|
|
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'RV',
|
'RV',
|
||||||
'Rain1',
|
'Rain1',
|
||||||
'Rain2',
|
'Rain2',
|
||||||
|
|
@ -311,7 +425,6 @@ available parameters with **getAvailableParameters()**
|
||||||
'STP1',
|
'STP1',
|
||||||
'Shear',
|
'Shear',
|
||||||
'ShrMag',
|
'ShrMag',
|
||||||
'SnD',
|
|
||||||
'Snow1',
|
'Snow1',
|
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'Snow2',
|
'Snow2',
|
||||||
'Snow3',
|
'Snow3',
|
||||||
|
|
@ -327,7 +440,9 @@ available parameters with **getAvailableParameters()**
|
||||||
'TORi',
|
'TORi',
|
||||||
'TORi2',
|
'TORi2',
|
||||||
'TP',
|
'TP',
|
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'TP1hr',
|
'TP-GFS',
|
||||||
|
'TP3hr',
|
||||||
|
'TP6hr',
|
||||||
'TQIND',
|
'TQIND',
|
||||||
'TShrMi',
|
'TShrMi',
|
||||||
'TV',
|
'TV',
|
||||||
|
|
@ -349,20 +464,15 @@ available parameters with **getAvailableParameters()**
|
||||||
'TwMin',
|
'TwMin',
|
||||||
'Twstk',
|
'Twstk',
|
||||||
'TxSM',
|
'TxSM',
|
||||||
'USTM',
|
|
||||||
'VAdv',
|
'VAdv',
|
||||||
'VAdvAdvection',
|
'VAdvAdvection',
|
||||||
'VGP',
|
'VGP',
|
||||||
'VSTM',
|
'VSS',
|
||||||
'Vis',
|
|
||||||
'WCD',
|
'WCD',
|
||||||
'WD',
|
'WD',
|
||||||
'WEASD',
|
'WEASD',
|
||||||
'WEASD1hr',
|
|
||||||
'WGS',
|
|
||||||
'Wind',
|
'Wind',
|
||||||
'WndChl',
|
'WndChl',
|
||||||
'ageoVC',
|
|
||||||
'ageoW',
|
'ageoW',
|
||||||
'ageoWM',
|
'ageoWM',
|
||||||
'cCape',
|
'cCape',
|
||||||
|
|
@ -421,7 +531,6 @@ available parameters with **getAvailableParameters()**
|
||||||
'vTOT',
|
'vTOT',
|
||||||
'vW',
|
'vW',
|
||||||
'vWStk',
|
'vWStk',
|
||||||
'vertCirc',
|
|
||||||
'wDiv',
|
'wDiv',
|
||||||
'wSp',
|
'wSp',
|
||||||
'wSp_001_bin',
|
'wSp_001_bin',
|
||||||
|
|
@ -432,16 +541,39 @@ available parameters with **getAvailableParameters()**
|
||||||
|
|
||||||
|
|
||||||
|
|
||||||
DataAccessLayer.getAvailableLevels()
|
`Top <https://unidata.github.io/python-awips/examples/generated/Grid_Levels_and_Parameters.html>`__
|
||||||
------------------------------------
|
|
||||||
|
|
||||||
Selecting **“T”** for temperature.
|
--------------
|
||||||
|
|
||||||
|
7 Get Available Levels
|
||||||
|
----------------------
|
||||||
|
|
||||||
|
Setting the parameters is just an option, you do not need to filter the
|
||||||
|
data if you do not wish to. Also, although we are only setting one
|
||||||
|
parameter in this example, you can set multiple parameters by using an
|
||||||
|
array:
|
||||||
|
|
||||||
|
::
|
||||||
|
|
||||||
|
params = ("param1", "param2", "param3"...)
|
||||||
|
request.setParameters(params)
|
||||||
|
|
||||||
|
Set a parameter, from the output above and take a look at what “levels”
|
||||||
|
are available for the data set you’re looking at using
|
||||||
|
`DataAccessLayer.getAvailableLevels(request) <http://unidata.github.io/python-awips/api/DataAccessLayer.html#awips.dataaccess.DataAccessLayer.getAvailableLevels>`__.
|
||||||
|
|
||||||
|
.. container:: alert-warning
|
||||||
|
|
||||||
|
Warning: Not all datasets support levels. If you are trying this with
|
||||||
|
another dataset and run into an exception (error), it’s most likely
|
||||||
|
because levels are not supported for that data type.
|
||||||
|
|
||||||
.. code:: ipython3
|
.. code:: ipython3
|
||||||
|
|
||||||
request.setParameters("T")
|
# For grid data we'll use the temperature parameter ("T")
|
||||||
availableLevels = DataAccessLayer.getAvailableLevels(request)
|
grid_request.setParameters("T")
|
||||||
for lvl in availableLevels:
|
grid_levels = DataAccessLayer.getAvailableLevels(grid_request)
|
||||||
|
for lvl in grid_levels:
|
||||||
print(lvl)
|
print(lvl)
|
||||||
|
|
||||||
|
|
||||||
|
|
@ -449,20 +581,15 @@ Selecting **“T”** for temperature.
|
||||||
|
|
||||||
0.0SFC
|
0.0SFC
|
||||||
350.0MB
|
350.0MB
|
||||||
475.0MB
|
|
||||||
610.0_40000.0FHAG
|
610.0_40000.0FHAG
|
||||||
225.0MB
|
|
||||||
120.0_150.0BL
|
120.0_150.0BL
|
||||||
900.0MB
|
900.0MB
|
||||||
125.0MB
|
|
||||||
0.0_610.0FHAG
|
0.0_610.0FHAG
|
||||||
450.0MB
|
450.0MB
|
||||||
575.0MB
|
575.0MB
|
||||||
325.0MB
|
|
||||||
100.0MB
|
100.0MB
|
||||||
1000.0MB
|
1000.0MB
|
||||||
60.0_90.0BL
|
60.0_90.0BL
|
||||||
275.0MB
|
|
||||||
1.0PV
|
1.0PV
|
||||||
950.0MB
|
950.0MB
|
||||||
150.0MB
|
150.0MB
|
||||||
|
|
@ -471,7 +598,6 @@ Selecting **“T”** for temperature.
|
||||||
825.0MB
|
825.0MB
|
||||||
150.0_180.0BL
|
150.0_180.0BL
|
||||||
250.0MB
|
250.0MB
|
||||||
375.0MB
|
|
||||||
1000.0_500.0MB
|
1000.0_500.0MB
|
||||||
800.0MB
|
800.0MB
|
||||||
4000.0FHAG
|
4000.0FHAG
|
||||||
|
|
@ -486,7 +612,6 @@ Selecting **“T”** for temperature.
|
||||||
0.0FHAG
|
0.0FHAG
|
||||||
2.0FHAG
|
2.0FHAG
|
||||||
875.0MB
|
875.0MB
|
||||||
175.0MB
|
|
||||||
0.0_1000.0FHAG
|
0.0_1000.0FHAG
|
||||||
850.0MB
|
850.0MB
|
||||||
600.0MB
|
600.0MB
|
||||||
|
|
@ -496,7 +621,6 @@ Selecting **“T”** for temperature.
|
||||||
550.0MB
|
550.0MB
|
||||||
0.0_3000.0FHAG
|
0.0_3000.0FHAG
|
||||||
675.0MB
|
675.0MB
|
||||||
425.0MB
|
|
||||||
200.0MB
|
200.0MB
|
||||||
0.0_30.0BL
|
0.0_30.0BL
|
||||||
30.0_60.0BL
|
30.0_60.0BL
|
||||||
|
|
@ -568,7 +692,6 @@ Selecting **“T”** for temperature.
|
||||||
2000.0_8000.0FHAG
|
2000.0_8000.0FHAG
|
||||||
0.0_609.6FHAG
|
0.0_609.6FHAG
|
||||||
300.0K
|
300.0K
|
||||||
0.0MAXOMEGA
|
|
||||||
315.0_325.0K
|
315.0_325.0K
|
||||||
325.0K
|
325.0K
|
||||||
340.0Ke
|
340.0Ke
|
||||||
|
|
@ -705,23 +828,43 @@ Selecting **“T”** for temperature.
|
||||||
1000.0_500.0LYRMB
|
1000.0_500.0LYRMB
|
||||||
|
|
||||||
|
|
||||||
- **0.0SFC** is the Surface level
|
.. container:: alert-info
|
||||||
- **FHAG** stands for Fixed Height Above Ground (in meters)
|
|
||||||
- **NTAT** stands for Nominal Top of the ATmosphere
|
|
||||||
- **BL** stands for Boundary Layer, where **0.0_30.0BL** reads as *0-30
|
|
||||||
mb above ground level*
|
|
||||||
- **TROP** is the Tropopause level
|
|
||||||
|
|
||||||
**request.setLevels()**
|
Note:
|
||||||
|
|
||||||
For this example we will use Surface Temperature
|
.. raw:: html
|
||||||
|
|
||||||
|
<li>
|
||||||
|
|
||||||
|
0.0SFC is the Surface level
|
||||||
|
|
||||||
|
.. raw:: html
|
||||||
|
|
||||||
|
</li>
|
||||||
|
|
||||||
|
::
|
||||||
|
|
||||||
|
<li><b>HAG</b> stands for Fixed Height Above Ground (in meters)</li>
|
||||||
|
<li><b>NTAT</b> stands for Nominal Top of the ATmosphere</li>
|
||||||
|
<li><b>BL</b> stands for Boundary Layer, where <b>0.0_30.0BL</b> reads as <i>0-30 mb above ground level</i></li>
|
||||||
|
<li><b>TROP</b> is the Tropopause level
|
||||||
|
|
||||||
.. code:: ipython3
|
.. code:: ipython3
|
||||||
|
|
||||||
request.setLevels("2.0FHAG")
|
# We'll set the level to surface level
|
||||||
|
grid_request.setLevels("0.0SFC")
|
||||||
|
|
||||||
DataAccessLayer.getAvailableTimes()
|
`Top <https://unidata.github.io/python-awips/examples/generated/Grid_Levels_and_Parameters.html>`__
|
||||||
-----------------------------------
|
|
||||||
|
--------------
|
||||||
|
|
||||||
|
8 Get Available Times
|
||||||
|
---------------------
|
||||||
|
|
||||||
|
Take a look at what time options are available for the data you’re
|
||||||
|
looking at using the
|
||||||
|
`DataAccessLayer.getAvailableTimes() <http://unidata.github.io/python-awips/api/DataAccessLayer.html#awips.dataaccess.DataAccessLayer.getAvailableTimes>`__
|
||||||
|
method:
|
||||||
|
|
||||||
- **getAvailableTimes(request, True)** will return an object of *run
|
- **getAvailableTimes(request, True)** will return an object of *run
|
||||||
times* - formatted as ``YYYY-MM-DD HH:MM:SS``
|
times* - formatted as ``YYYY-MM-DD HH:MM:SS``
|
||||||
|
|
@ -732,66 +875,148 @@ DataAccessLayer.getAvailableTimes()
|
||||||
|
|
||||||
.. code:: ipython3
|
.. code:: ipython3
|
||||||
|
|
||||||
cycles = DataAccessLayer.getAvailableTimes(request, True)
|
# Available grid times
|
||||||
times = DataAccessLayer.getAvailableTimes(request)
|
grid_cycles = DataAccessLayer.getAvailableTimes(grid_request, True)
|
||||||
fcstRun = DataAccessLayer.getForecastRun(cycles[-1], times)
|
grid_times = DataAccessLayer.getAvailableTimes(grid_request)
|
||||||
list(fcstRun)
|
## Using -1 in an array will access the last element of the array
|
||||||
|
## (using -2 will access the second last element, and so on)
|
||||||
|
grid_fcstRun = DataAccessLayer.getForecastRun(grid_cycles[-1], grid_times)
|
||||||
|
|
||||||
|
## print out the time instances
|
||||||
|
times = []
|
||||||
|
for fcst in grid_fcstRun:
|
||||||
|
print(fcst.getRefTime(), ':', fcst.getFcstTime(), 'seconds')
|
||||||
|
|
||||||
|
|
||||||
.. parsed-literal::
|
.. parsed-literal::
|
||||||
|
|
||||||
[<DataTime instance: 2021-06-01 18:00:00 >,
|
2021-06-01 12:00:00.000 : 0 seconds
|
||||||
<DataTime instance: 2021-06-01 18:00:00 >,
|
2021-06-01 12:00:00.000 : 10800 seconds
|
||||||
<DataTime instance: 2021-06-01 18:00:00 >,
|
2021-06-01 12:00:00.000 : 21600 seconds
|
||||||
<DataTime instance: 2021-06-01 18:00:00 >,
|
2021-06-01 12:00:00.000 : 32400 seconds
|
||||||
<DataTime instance: 2021-06-01 18:00:00 >,
|
2021-06-01 12:00:00.000 : 43200 seconds
|
||||||
<DataTime instance: 2021-06-01 18:00:00 >,
|
2021-06-01 12:00:00.000 : 54000 seconds
|
||||||
<DataTime instance: 2021-06-01 18:00:00 >,
|
2021-06-01 12:00:00.000 : 64800 seconds
|
||||||
<DataTime instance: 2021-06-01 18:00:00 >,
|
2021-06-01 12:00:00.000 : 75600 seconds
|
||||||
<DataTime instance: 2021-06-01 18:00:00 >,
|
2021-06-01 12:00:00.000 : 86400 seconds
|
||||||
<DataTime instance: 2021-06-01 18:00:00 >,
|
2021-06-01 12:00:00.000 : 97200 seconds
|
||||||
<DataTime instance: 2021-06-01 18:00:00 >,
|
2021-06-01 12:00:00.000 : 108000 seconds
|
||||||
<DataTime instance: 2021-06-01 18:00:00 >,
|
2021-06-01 12:00:00.000 : 118800 seconds
|
||||||
<DataTime instance: 2021-06-01 18:00:00 >,
|
2021-06-01 12:00:00.000 : 129600 seconds
|
||||||
<DataTime instance: 2021-06-01 18:00:00 >,
|
2021-06-01 12:00:00.000 : 140400 seconds
|
||||||
<DataTime instance: 2021-06-01 18:00:00 >,
|
2021-06-01 12:00:00.000 : 151200 seconds
|
||||||
<DataTime instance: 2021-06-01 18:00:00 >,
|
2021-06-01 12:00:00.000 : 162000 seconds
|
||||||
<DataTime instance: 2021-06-01 18:00:00 >,
|
2021-06-01 12:00:00.000 : 172800 seconds
|
||||||
<DataTime instance: 2021-06-01 18:00:00 >,
|
2021-06-01 12:00:00.000 : 183600 seconds
|
||||||
<DataTime instance: 2021-06-01 18:00:00 >,
|
2021-06-01 12:00:00.000 : 194400 seconds
|
||||||
<DataTime instance: 2021-06-01 18:00:00 >,
|
2021-06-01 12:00:00.000 : 205200 seconds
|
||||||
<DataTime instance: 2021-06-01 18:00:00 >,
|
2021-06-01 12:00:00.000 : 216000 seconds
|
||||||
<DataTime instance: 2021-06-01 18:00:00 >]
|
2021-06-01 12:00:00.000 : 226800 seconds
|
||||||
|
2021-06-01 12:00:00.000 : 237600 seconds
|
||||||
|
2021-06-01 12:00:00.000 : 248400 seconds
|
||||||
|
2021-06-01 12:00:00.000 : 259200 seconds
|
||||||
|
2021-06-01 12:00:00.000 : 270000 seconds
|
||||||
|
2021-06-01 12:00:00.000 : 280800 seconds
|
||||||
|
2021-06-01 12:00:00.000 : 291600 seconds
|
||||||
|
2021-06-01 12:00:00.000 : 302400 seconds
|
||||||
|
2021-06-01 12:00:00.000 : 324000 seconds
|
||||||
|
2021-06-01 12:00:00.000 : 345600 seconds
|
||||||
|
2021-06-01 12:00:00.000 : 367200 seconds
|
||||||
|
2021-06-01 12:00:00.000 : 388800 seconds
|
||||||
|
2021-06-01 12:00:00.000 : 410400 seconds
|
||||||
|
2021-06-01 12:00:00.000 : 432000 seconds
|
||||||
|
2021-06-01 12:00:00.000 : 453600 seconds
|
||||||
|
2021-06-01 12:00:00.000 : 475200 seconds
|
||||||
|
2021-06-01 12:00:00.000 : 496800 seconds
|
||||||
|
2021-06-01 12:00:00.000 : 518400 seconds
|
||||||
|
2021-06-01 12:00:00.000 : 540000 seconds
|
||||||
|
2021-06-01 12:00:00.000 : 561600 seconds
|
||||||
|
2021-06-01 12:00:00.000 : 583200 seconds
|
||||||
|
2021-06-01 12:00:00.000 : 604800 seconds
|
||||||
|
2021-06-01 12:00:00.000 : 626400 seconds
|
||||||
|
2021-06-01 12:00:00.000 : 648000 seconds
|
||||||
|
2021-06-01 12:00:00.000 : 669600 seconds
|
||||||
|
2021-06-01 12:00:00.000 : 691200 seconds
|
||||||
|
2021-06-01 12:00:00.000 : 712800 seconds
|
||||||
|
2021-06-01 12:00:00.000 : 734400 seconds
|
||||||
|
2021-06-01 12:00:00.000 : 756000 seconds
|
||||||
|
2021-06-01 12:00:00.000 : 777600 seconds
|
||||||
|
2021-06-01 12:00:00.000 : 799200 seconds
|
||||||
|
2021-06-01 12:00:00.000 : 820800 seconds
|
||||||
|
2021-06-01 12:00:00.000 : 842400 seconds
|
||||||
|
2021-06-01 12:00:00.000 : 864000 seconds
|
||||||
|
|
||||||
|
|
||||||
|
`Top <https://unidata.github.io/python-awips/examples/generated/Grid_Levels_and_Parameters.html>`__
|
||||||
|
|
||||||
DataAccessLayer.getGridData()
|
--------------
|
||||||
-----------------------------
|
|
||||||
|
9 Get the Data!
|
||||||
|
---------------
|
||||||
|
|
||||||
Now that we have our ``request`` and DataTime ``fcstRun`` arrays ready,
|
Now that we have our ``request`` and DataTime ``fcstRun`` arrays ready,
|
||||||
it’s time to request the data array from EDEX.
|
it’s time to request the data array from EDEX. Depending on what kind of
|
||||||
|
data we’re working with, we’ll either use
|
||||||
|
`DataAccessLayer.getGridData() <http://unidata.github.io/python-awips/api/DataAccessLayer.html#awips.dataaccess.DataAccessLayer.getGridData>`__
|
||||||
|
or
|
||||||
|
`DataAccessLayer.getGeometryData() <http://unidata.github.io/python-awips/api/DataAccessLayer.html#awips.dataaccess.DataAccessLayer.getGeometryData>`__
|
||||||
|
|
||||||
|
.. container:: alert-info
|
||||||
|
|
||||||
|
Note: We have more, detailed notebooks about how analyze and
|
||||||
|
visualize the data once you have what you want.
|
||||||
|
|
||||||
.. code:: ipython3
|
.. code:: ipython3
|
||||||
|
|
||||||
response = DataAccessLayer.getGridData(request, [fcstRun[-1]])
|
## Grid Data
|
||||||
for grid in response:
|
grid_response = DataAccessLayer.getGridData(grid_request, [grid_fcstRun[-1]])
|
||||||
data = grid.getRawData()
|
for grid in grid_response:
|
||||||
|
grid_data = grid.getRawData()
|
||||||
lons, lats = grid.getLatLonCoords()
|
lons, lats = grid.getLatLonCoords()
|
||||||
print('Time :', str(grid.getDataTime()))
|
print('Time :', grid.getDataTime(), "-", grid.getDataTime().getFcstTime(), 'seconds')
|
||||||
|
|
||||||
|
## Take a look at some information in our data
|
||||||
print('Model:', str(grid.getLocationName()))
|
print('Model:', str(grid.getLocationName()))
|
||||||
print('Parm :', str(grid.getParameter()))
|
print('Parm :', str(grid.getParameter()))
|
||||||
print('Unit :', str(grid.getUnit()))
|
print('Unit :', str(grid.getUnit()))
|
||||||
print(data.shape)
|
print(grid_data.shape)
|
||||||
|
|
||||||
|
|
||||||
.. parsed-literal::
|
.. parsed-literal::
|
||||||
|
|
||||||
Time : 2021-06-01 18:00:00
|
Time : 2021-06-01 12:00:00 - 864000 seconds
|
||||||
Model: RAP13
|
Model: GFS20
|
||||||
Parm : T
|
Parm : T
|
||||||
Unit : K
|
Unit : K
|
||||||
(337, 451)
|
(257, 369)
|
||||||
|
|
||||||
|
|
||||||
|
`Top <https://unidata.github.io/python-awips/examples/generated/Grid_Levels_and_Parameters.html>`__
|
||||||
|
|
||||||
|
--------------
|
||||||
|
|
||||||
|
10 See Also
|
||||||
|
-----------
|
||||||
|
|
||||||
|
Several functions are used throughout this notebook from the
|
||||||
|
DataAccessLayer class in python-awips, to see full documentation for
|
||||||
|
these functions vist
|
||||||
|
`here <http://unidata.github.io/python-awips/api/DataAccessLayer.html#>`__.
|
||||||
|
|
||||||
|
10.1 Related Notebooks
|
||||||
|
~~~~~~~~~~~~~~~~~~~~~~
|
||||||
|
|
||||||
|
- `Colored Surface Temperature
|
||||||
|
Plot <https://unidata.github.io/python-awips/examples/generated/Colored_Surface_Temperature_Plot.html>`__
|
||||||
|
- `Grids and
|
||||||
|
Cartopy <https://unidata.github.io/python-awips/examples/generated/Grids_and_Cartopy.html>`__
|
||||||
|
- `Satellite
|
||||||
|
Imagery <https://unidata.github.io/python-awips/examples/generated/Satellite_Imagery.html>`__
|
||||||
|
- `Upper Air BUFR
|
||||||
|
Soundings <https://unidata.github.io/python-awips/examples/generated/Upper_Air_BUFR_Soundings.html>`__
|
||||||
|
- `Maps Resources and
|
||||||
|
Topography <https://unidata.github.io/python-awips/examples/generated/Map_Resources_and_Topography.html>`__
|
||||||
|
|
||||||
|
`Top <https://unidata.github.io/python-awips/examples/generated/Grid_Levels_and_Parameters.html>`__
|
||||||
|
|
||||||
|
--------------
|
||||||
|
|
|
||||||
|
|
@ -1,7 +1,7 @@
|
||||||
=======================
|
=================
|
||||||
AWIPS Grids and Cartopy
|
Grids and Cartopy
|
||||||
=======================
|
=================
|
||||||
`Notebook <http://nbviewer.ipython.org/github/Unidata/python-awips/blob/master/examples/notebooks/AWIPS_Grids_and_Cartopy.ipynb>`_
|
`Notebook <http://nbviewer.ipython.org/github/Unidata/python-awips/blob/master/examples/notebooks/Grids_and_Cartopy.ipynb>`_
|
||||||
A simple example of requesting and plotting AWIPS grids with Matplotlib
|
A simple example of requesting and plotting AWIPS grids with Matplotlib
|
||||||
and Cartopy.
|
and Cartopy.
|
||||||
|
|
||||||
|
|
@ -54,7 +54,7 @@ with pcolormesh
|
||||||
|
|
||||||
|
|
||||||
|
|
||||||
.. image:: AWIPS_Grids_and_Cartopy_files/AWIPS_Grids_and_Cartopy_3_0.png
|
.. image:: Grids_and_Cartopy_files/Grids_and_Cartopy_3_0.png
|
||||||
|
|
||||||
|
|
||||||
with contourf
|
with contourf
|
||||||
|
|
@ -72,5 +72,5 @@ with contourf
|
||||||
|
|
||||||
|
|
||||||
|
|
||||||
.. image:: AWIPS_Grids_and_Cartopy_files/AWIPS_Grids_and_Cartopy_5_0.png
|
.. image:: Grids_and_Cartopy_files/Grids_and_Cartopy_5_0.png
|
||||||
|
|
||||||
|
|
@ -43,7 +43,7 @@
|
||||||
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<li class="toctree-l2 current"><a class="current reference internal" href="#">Colored Surface Temperature Plot</a></li>
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<li class="toctree-l2"><a class="reference internal" href="METAR_Station_Plot_with_MetPy.html">METAR Station Plot with MetPy</a></li>
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@ -290,7 +290,7 @@ in GEMPAK and CAVE.</p>
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<li class="toctree-l2 current"><a class="current reference internal" href="#">Forecast Model Vertical Sounding</a><ul>
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@ -105,6 +104,7 @@
|
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<li class="toctree-l2"><a class="reference internal" href="GOES_Geostationary_Lightning_Mapper.html">GOES Geostationary Lightning Mapper</a></li>
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<li class="toctree-l2"><a class="reference internal" href="GOES_Geostationary_Lightning_Mapper.html">GOES Geostationary Lightning Mapper</a></li>
|
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<li class="toctree-l2"><a class="reference internal" href="Grid_Levels_and_Parameters.html">Grid Levels and Parameters</a></li>
|
<li class="toctree-l2"><a class="reference internal" href="Grid_Levels_and_Parameters.html">Grid Levels and Parameters</a></li>
|
||||||
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<li class="toctree-l2"><a class="reference internal" href="Grids_and_Cartopy.html">Grids and Cartopy</a></li>
|
||||||
<li class="toctree-l2"><a class="reference internal" href="METAR_Station_Plot_with_MetPy.html">METAR Station Plot with MetPy</a></li>
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<li class="toctree-l2"><a class="reference internal" href="METAR_Station_Plot_with_MetPy.html">METAR Station Plot with MetPy</a></li>
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<li class="toctree-l2"><a class="reference internal" href="Model_Sounding_Data.html">Model Sounding Data</a></li>
|
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@ -96,7 +96,6 @@
|
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<li class="toctree-l1"><a class="reference internal" href="../../api/index.html">API Documentation</a></li>
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<li class="toctree-l1"><a class="reference internal" href="../../api/index.html">API Documentation</a></li>
|
||||||
<li class="toctree-l1"><a class="reference internal" href="../../datatypes.html">Available Data Types</a></li>
|
<li class="toctree-l1"><a class="reference internal" href="../../datatypes.html">Available Data Types</a></li>
|
||||||
<li class="toctree-l1 current"><a class="reference internal" href="../index.html">Data Plotting Examples</a><ul class="current">
|
<li class="toctree-l1 current"><a class="reference internal" href="../index.html">Data Plotting Examples</a><ul class="current">
|
||||||
<li class="toctree-l2"><a class="reference internal" href="AWIPS_Grids_and_Cartopy.html">AWIPS Grids and Cartopy</a></li>
|
|
||||||
<li class="toctree-l2"><a class="reference internal" href="Colored_Surface_Temperature_Plot.html">Colored Surface Temperature Plot</a></li>
|
<li class="toctree-l2"><a class="reference internal" href="Colored_Surface_Temperature_Plot.html">Colored Surface Temperature Plot</a></li>
|
||||||
<li class="toctree-l2"><a class="reference internal" href="Forecast_Model_Vertical_Sounding.html">Forecast Model Vertical Sounding</a></li>
|
<li class="toctree-l2"><a class="reference internal" href="Forecast_Model_Vertical_Sounding.html">Forecast Model Vertical Sounding</a></li>
|
||||||
<li class="toctree-l2 current"><a class="current reference internal" href="#">GOES Geostationary Lightning Mapper</a><ul>
|
<li class="toctree-l2 current"><a class="current reference internal" href="#">GOES Geostationary Lightning Mapper</a><ul>
|
||||||
|
|
@ -104,6 +103,7 @@
|
||||||
</ul>
|
</ul>
|
||||||
</li>
|
</li>
|
||||||
<li class="toctree-l2"><a class="reference internal" href="Grid_Levels_and_Parameters.html">Grid Levels and Parameters</a></li>
|
<li class="toctree-l2"><a class="reference internal" href="Grid_Levels_and_Parameters.html">Grid Levels and Parameters</a></li>
|
||||||
|
<li class="toctree-l2"><a class="reference internal" href="Grids_and_Cartopy.html">Grids and Cartopy</a></li>
|
||||||
<li class="toctree-l2"><a class="reference internal" href="METAR_Station_Plot_with_MetPy.html">METAR Station Plot with MetPy</a></li>
|
<li class="toctree-l2"><a class="reference internal" href="METAR_Station_Plot_with_MetPy.html">METAR Station Plot with MetPy</a></li>
|
||||||
<li class="toctree-l2"><a class="reference internal" href="Map_Resources_and_Topography.html">Map Resources and Topography</a></li>
|
<li class="toctree-l2"><a class="reference internal" href="Map_Resources_and_Topography.html">Map Resources and Topography</a></li>
|
||||||
<li class="toctree-l2"><a class="reference internal" href="Model_Sounding_Data.html">Model Sounding Data</a></li>
|
<li class="toctree-l2"><a class="reference internal" href="Model_Sounding_Data.html">Model Sounding Data</a></li>
|
||||||
|
|
|
||||||
|
|
@ -42,7 +42,7 @@
|
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<link rel="author" title="About these documents" href="../../about.html" />
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</head>
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||||||
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@ -96,19 +96,27 @@
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<li class="toctree-l1"><a class="reference internal" href="../../api/index.html">API Documentation</a></li>
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<li class="toctree-l1"><a class="reference internal" href="../../api/index.html">API Documentation</a></li>
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||||||
<li class="toctree-l1"><a class="reference internal" href="../../datatypes.html">Available Data Types</a></li>
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<li class="toctree-l1"><a class="reference internal" href="../../datatypes.html">Available Data Types</a></li>
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||||||
<li class="toctree-l1 current"><a class="reference internal" href="../index.html">Data Plotting Examples</a><ul class="current">
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<li class="toctree-l1 current"><a class="reference internal" href="../index.html">Data Plotting Examples</a><ul class="current">
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||||||
<li class="toctree-l2"><a class="reference internal" href="AWIPS_Grids_and_Cartopy.html">AWIPS Grids and Cartopy</a></li>
|
|
||||||
<li class="toctree-l2"><a class="reference internal" href="Colored_Surface_Temperature_Plot.html">Colored Surface Temperature Plot</a></li>
|
<li class="toctree-l2"><a class="reference internal" href="Colored_Surface_Temperature_Plot.html">Colored Surface Temperature Plot</a></li>
|
||||||
<li class="toctree-l2"><a class="reference internal" href="Forecast_Model_Vertical_Sounding.html">Forecast Model Vertical Sounding</a></li>
|
<li class="toctree-l2"><a class="reference internal" href="Forecast_Model_Vertical_Sounding.html">Forecast Model Vertical Sounding</a></li>
|
||||||
<li class="toctree-l2"><a class="reference internal" href="GOES_Geostationary_Lightning_Mapper.html">GOES Geostationary Lightning Mapper</a></li>
|
<li class="toctree-l2"><a class="reference internal" href="GOES_Geostationary_Lightning_Mapper.html">GOES Geostationary Lightning Mapper</a></li>
|
||||||
<li class="toctree-l2 current"><a class="current reference internal" href="#">Grid Levels and Parameters</a><ul>
|
<li class="toctree-l2 current"><a class="current reference internal" href="#">Grid Levels and Parameters</a><ul>
|
||||||
<li class="toctree-l3"><a class="reference internal" href="#dataaccesslayer-getsupporteddatatypes">DataAccessLayer.getSupportedDatatypes()</a></li>
|
<li class="toctree-l3"><a class="reference internal" href="#objectives">Objectives</a><ul>
|
||||||
<li class="toctree-l3"><a class="reference internal" href="#dataaccesslayer-getavailablelocationnames">DataAccessLayer.getAvailableLocationNames()</a></li>
|
<li class="toctree-l4"><a class="reference internal" href="#table-of-contents">Table of Contents</a></li>
|
||||||
<li class="toctree-l3"><a class="reference internal" href="#dataaccesslayer-getavailableparameters">DataAccessLayer.getAvailableParameters()</a></li>
|
<li class="toctree-l4"><a class="reference internal" href="#imports">1 Imports</a></li>
|
||||||
<li class="toctree-l3"><a class="reference internal" href="#dataaccesslayer-getavailablelevels">DataAccessLayer.getAvailableLevels()</a></li>
|
<li class="toctree-l4"><a class="reference internal" href="#connect-to-edex">2 Connect to EDEX</a></li>
|
||||||
<li class="toctree-l3"><a class="reference internal" href="#dataaccesslayer-getavailabletimes">DataAccessLayer.getAvailableTimes()</a></li>
|
<li class="toctree-l4"><a class="reference internal" href="#get-a-list-of-supported-data-types">3 Get a List of Supported Data Types</a></li>
|
||||||
<li class="toctree-l3"><a class="reference internal" href="#dataaccesslayer-getgriddata">DataAccessLayer.getGridData()</a></li>
|
<li class="toctree-l4"><a class="reference internal" href="#create-a-new-data-request-and-set-the-type">4 Create a New Data Request and Set the Type</a></li>
|
||||||
|
<li class="toctree-l4"><a class="reference internal" href="#get-available-locations">5 Get Available Locations</a></li>
|
||||||
|
<li class="toctree-l4"><a class="reference internal" href="#get-available-parameters">6 Get Available Parameters</a></li>
|
||||||
|
<li class="toctree-l4"><a class="reference internal" href="#get-available-levels">7 Get Available Levels</a></li>
|
||||||
|
<li class="toctree-l4"><a class="reference internal" href="#get-available-times">8 Get Available Times</a></li>
|
||||||
|
<li class="toctree-l4"><a class="reference internal" href="#get-the-data">9 Get the Data!</a></li>
|
||||||
|
<li class="toctree-l4"><a class="reference internal" href="#see-also">10 See Also</a></li>
|
||||||
</ul>
|
</ul>
|
||||||
</li>
|
</li>
|
||||||
|
</ul>
|
||||||
|
</li>
|
||||||
|
<li class="toctree-l2"><a class="reference internal" href="Grids_and_Cartopy.html">Grids and Cartopy</a></li>
|
||||||
<li class="toctree-l2"><a class="reference internal" href="METAR_Station_Plot_with_MetPy.html">METAR Station Plot with MetPy</a></li>
|
<li class="toctree-l2"><a class="reference internal" href="METAR_Station_Plot_with_MetPy.html">METAR Station Plot with MetPy</a></li>
|
||||||
<li class="toctree-l2"><a class="reference internal" href="Map_Resources_and_Topography.html">Map Resources and Topography</a></li>
|
<li class="toctree-l2"><a class="reference internal" href="Map_Resources_and_Topography.html">Map Resources and Topography</a></li>
|
||||||
<li class="toctree-l2"><a class="reference internal" href="Model_Sounding_Data.html">Model Sounding Data</a></li>
|
<li class="toctree-l2"><a class="reference internal" href="Model_Sounding_Data.html">Model Sounding Data</a></li>
|
||||||
|
|
@ -195,20 +203,77 @@
|
||||||
<div class="section" id="grid-levels-and-parameters">
|
<div class="section" id="grid-levels-and-parameters">
|
||||||
<h1>Grid Levels and Parameters<a class="headerlink" href="#grid-levels-and-parameters" title="Permalink to this headline">¶</a></h1>
|
<h1>Grid Levels and Parameters<a class="headerlink" href="#grid-levels-and-parameters" title="Permalink to this headline">¶</a></h1>
|
||||||
<p><a class="reference external" href="http://nbviewer.ipython.org/github/Unidata/python-awips/blob/master/examples/notebooks/Grid_Levels_and_Parameters.ipynb">Notebook</a>
|
<p><a class="reference external" href="http://nbviewer.ipython.org/github/Unidata/python-awips/blob/master/examples/notebooks/Grid_Levels_and_Parameters.ipynb">Notebook</a>
|
||||||
This example covers the callable methods of python-awips when working
|
Python-AWIPS Tutorial Notebook</p>
|
||||||
with gridded data. We start with a connection to an EDEX server, then
|
<hr class="docutils" />
|
||||||
query data types, then grid names, parameters, levels, and other
|
<div class="section" id="objectives">
|
||||||
information. Finally the gridded data is plotted for its domain using
|
<h2>Objectives<a class="headerlink" href="#objectives" title="Permalink to this headline">¶</a></h2>
|
||||||
Matplotlib and Cartopy.</p>
|
<ul class="simple">
|
||||||
<div class="section" id="dataaccesslayer-getsupporteddatatypes">
|
<li><p>Cover the relevant methods for accessing EDEX and investigating what
|
||||||
<h2>DataAccessLayer.getSupportedDatatypes()<a class="headerlink" href="#dataaccesslayer-getsupporteddatatypes" title="Permalink to this headline">¶</a></h2>
|
data is available.</p></li>
|
||||||
<p>getSupportedDatatypes() returns a list of available data types offered
|
<li><p>This example we look at the “grid” data type and investigate the
|
||||||
by the EDEX server defined above.</p>
|
Global Forcast System (GFS) model.</p></li>
|
||||||
|
<li><p>We will talk quite a bit about the <strong>DataAccessLayer</strong> utility, and
|
||||||
|
its <a class="reference external" href="http://unidata.github.io/python-awips/api/DataAccessLayer.html#">online
|
||||||
|
documentation</a>
|
||||||
|
might be a helpful reference.</p></li>
|
||||||
|
</ul>
|
||||||
|
<hr class="docutils" />
|
||||||
|
<div class="section" id="table-of-contents">
|
||||||
|
<h3>Table of Contents<a class="headerlink" href="#table-of-contents" title="Permalink to this headline">¶</a></h3>
|
||||||
|
<div class="line-block">
|
||||||
|
<div class="line"><a class="reference external" href="https://unidata.github.io/python-awips/examples/generated/Grid_Levels_and_Parameters.html#1-imports">1
|
||||||
|
Imports</a></div>
|
||||||
|
<div class="line"><a class="reference external" href="https://unidata.github.io/python-awips/examples/generated/Grid_Levels_and_Parameters.html#2-connect-to-edex">2 Connect to
|
||||||
|
EDEX</a></div>
|
||||||
|
<div class="line"><a class="reference external" href="https://unidata.github.io/python-awips/examples/generated/Grid_Levels_and_Parameters.html#3-get-a-list-of-supported-data-types">3 Get a List of Supported Data
|
||||||
|
Types</a></div>
|
||||||
|
<div class="line"><a class="reference external" href="https://unidata.github.io/python-awips/examples/generated/Grid_Levels_and_Parameters.html#4-create-a-new-data-request-and-set-the-type">4 Create a New Data Request and Set the
|
||||||
|
Type</a></div>
|
||||||
|
<div class="line"><a class="reference external" href="https://unidata.github.io/python-awips/examples/generated/Grid_Levels_and_Parameters.html#5-get-available-locations">5 Get Available
|
||||||
|
Locations</a></div>
|
||||||
|
<div class="line"><a class="reference external" href="https://unidata.github.io/python-awips/examples/generated/Grid_Levels_and_Parameters.html#6-get-available-parameters">6 Get Available
|
||||||
|
Parameters</a></div>
|
||||||
|
<div class="line"><a class="reference external" href="https://unidata.github.io/python-awips/examples/generated/Grid_Levels_and_Parameters.html#7-get-available-levels">7 Get Available
|
||||||
|
Levels</a></div>
|
||||||
|
<div class="line"><a class="reference external" href="https://unidata.github.io/python-awips/examples/generated/Grid_Levels_and_Parameters.html#8-get-available-times">8 Get Available
|
||||||
|
Times</a></div>
|
||||||
|
<div class="line"><a class="reference external" href="https://unidata.github.io/python-awips/examples/generated/Grid_Levels_and_Parameters.html#9-get-the-data">9 Get the
|
||||||
|
Data!</a></div>
|
||||||
|
<div class="line"><a class="reference external" href="https://unidata.github.io/python-awips/examples/generated/Grid_Levels_and_Parameters.html#10-see-also">10 See
|
||||||
|
Also</a></div>
|
||||||
|
<div class="line"> <a class="reference external" href="https://unidata.github.io/python-awips/examples/generated/Grid_Levels_and_Paramters.html#10.1-related-notebooks">10.1 Related
|
||||||
|
Notebooks</a></div>
|
||||||
|
</div>
|
||||||
|
</div>
|
||||||
|
<hr class="docutils" />
|
||||||
|
<div class="section" id="imports">
|
||||||
|
<h3>1 Imports<a class="headerlink" href="#imports" title="Permalink to this headline">¶</a></h3>
|
||||||
|
<p>Start by importing the DataAccessLayer package from python-awips:</p>
|
||||||
<div class="highlight-ipython3 notranslate"><div class="highlight"><pre><span></span><span class="kn">from</span> <span class="nn">awips.dataaccess</span> <span class="kn">import</span> <span class="n">DataAccessLayer</span>
|
<div class="highlight-ipython3 notranslate"><div class="highlight"><pre><span></span><span class="kn">from</span> <span class="nn">awips.dataaccess</span> <span class="kn">import</span> <span class="n">DataAccessLayer</span>
|
||||||
<span class="kn">import</span> <span class="nn">unittest</span>
|
</pre></div>
|
||||||
|
</div>
|
||||||
<span class="n">DataAccessLayer</span><span class="o">.</span><span class="n">changeEDEXHost</span><span class="p">(</span><span class="s2">"edex-cloud.unidata.ucar.edu"</span><span class="p">)</span>
|
<p><a class="reference external" href="https://unidata.github.io/python-awips/examples/generated/Grid_Levels_and_Parameters.html">Top</a></p>
|
||||||
<span class="n">dataTypes</span> <span class="o">=</span> <span class="n">DataAccessLayer</span><span class="o">.</span><span class="n">getSupportedDatatypes</span><span class="p">()</span>
|
</div>
|
||||||
|
<hr class="docutils" />
|
||||||
|
<div class="section" id="connect-to-edex">
|
||||||
|
<h3>2 Connect to EDEX<a class="headerlink" href="#connect-to-edex" title="Permalink to this headline">¶</a></h3>
|
||||||
|
<p>Define a url for your EDEX connection, and then point python-awips at
|
||||||
|
that EDEX</p>
|
||||||
|
<div class="highlight-ipython3 notranslate"><div class="highlight"><pre><span></span><span class="c1"># Unidata's cloud EDEX instance is used in this example</span>
|
||||||
|
<span class="n">edex_url</span> <span class="o">=</span> <span class="s2">"edex-cloud.unidata.ucar.edu"</span>
|
||||||
|
<span class="n">DataAccessLayer</span><span class="o">.</span><span class="n">changeEDEXHost</span><span class="p">(</span><span class="n">edex_url</span><span class="p">)</span>
|
||||||
|
</pre></div>
|
||||||
|
</div>
|
||||||
|
<p><a class="reference external" href="https://unidata.github.io/python-awips/examples/generated/Grid_Levels_and_Parameters.html">Top</a></p>
|
||||||
|
</div>
|
||||||
|
<hr class="docutils" />
|
||||||
|
<div class="section" id="get-a-list-of-supported-data-types">
|
||||||
|
<h3>3 Get a List of Supported Data Types<a class="headerlink" href="#get-a-list-of-supported-data-types" title="Permalink to this headline">¶</a></h3>
|
||||||
|
<p><a class="reference external" href="http://unidata.github.io/python-awips/api/DataAccessLayer.html#awips.dataaccess.DataAccessLayer.getSupportedDatatypes">DataAccessLayer.getSupportedDatatypes()</a>
|
||||||
|
returns a list of supported data types offered by the EDEX server
|
||||||
|
defined above. The code below shows how to populate, sort, and print out
|
||||||
|
that list.</p>
|
||||||
|
<div class="highlight-ipython3 notranslate"><div class="highlight"><pre><span></span><span class="n">dataTypes</span> <span class="o">=</span> <span class="n">DataAccessLayer</span><span class="o">.</span><span class="n">getSupportedDatatypes</span><span class="p">()</span>
|
||||||
<span class="n">dataTypes</span><span class="o">.</span><span class="n">sort</span><span class="p">()</span>
|
<span class="n">dataTypes</span><span class="o">.</span><span class="n">sort</span><span class="p">()</span>
|
||||||
<span class="nb">list</span><span class="p">(</span><span class="n">dataTypes</span><span class="p">)</span>
|
<span class="nb">list</span><span class="p">(</span><span class="n">dataTypes</span><span class="p">)</span>
|
||||||
</pre></div>
|
</pre></div>
|
||||||
|
|
@ -242,16 +307,40 @@ by the EDEX server defined above.</p>
|
||||||
<span class="s1">'warning'</span><span class="p">]</span>
|
<span class="s1">'warning'</span><span class="p">]</span>
|
||||||
</pre></div>
|
</pre></div>
|
||||||
</div>
|
</div>
|
||||||
|
<p><a class="reference external" href="https://unidata.github.io/python-awips/examples/generated/Grid_Levels_and_Parameters.html">Top</a></p>
|
||||||
</div>
|
</div>
|
||||||
<div class="section" id="dataaccesslayer-getavailablelocationnames">
|
<hr class="docutils" />
|
||||||
<h2>DataAccessLayer.getAvailableLocationNames()<a class="headerlink" href="#dataaccesslayer-getavailablelocationnames" title="Permalink to this headline">¶</a></h2>
|
<div class="section" id="create-a-new-data-request-and-set-the-type">
|
||||||
<p>Now create a new data request, and set the data type to <strong>grid</strong> to
|
<h3>4 Create a New Data Request and Set the Type<a class="headerlink" href="#create-a-new-data-request-and-set-the-type" title="Permalink to this headline">¶</a></h3>
|
||||||
request all available grids with <strong>getAvailableLocationNames()</strong></p>
|
<p>Now create a new data request using
|
||||||
<div class="highlight-ipython3 notranslate"><div class="highlight"><pre><span></span><span class="n">request</span> <span class="o">=</span> <span class="n">DataAccessLayer</span><span class="o">.</span><span class="n">newDataRequest</span><span class="p">()</span>
|
<a class="reference external" href="http://unidata.github.io/python-awips/api/DataAccessLayer.html#awips.dataaccess.DataAccessLayer.newDataRequest">DataAccessLayer.newDataRequest()</a>,
|
||||||
<span class="n">request</span><span class="o">.</span><span class="n">setDatatype</span><span class="p">(</span><span class="s2">"grid"</span><span class="p">)</span>
|
and set the data type using
|
||||||
<span class="n">available_grids</span> <span class="o">=</span> <span class="n">DataAccessLayer</span><span class="o">.</span><span class="n">getAvailableLocationNames</span><span class="p">(</span><span class="n">request</span><span class="p">)</span>
|
<a class="reference external" href="http://unidata.github.io/python-awips/api/IDataRequest.html#awips.dataaccess.IDataRequest.setDatatype">request.setDatatype()</a>.
|
||||||
<span class="n">available_grids</span><span class="o">.</span><span class="n">sort</span><span class="p">()</span>
|
Below we create a few different requests with different data types to
|
||||||
<span class="nb">list</span><span class="p">(</span><span class="n">available_grids</span><span class="p">)</span>
|
show some differences with other methods.</p>
|
||||||
|
<p>For this example we are going to look at the <strong>grid</strong> data type, which
|
||||||
|
is where the model data can be found, along with some other datasets
|
||||||
|
(such as MRMS).</p>
|
||||||
|
<div class="highlight-ipython3 notranslate"><div class="highlight"><pre><span></span><span class="c1"># Create a request for data type grid</span>
|
||||||
|
<span class="n">grid_request</span> <span class="o">=</span> <span class="n">DataAccessLayer</span><span class="o">.</span><span class="n">newDataRequest</span><span class="p">()</span>
|
||||||
|
<span class="n">grid_request</span><span class="o">.</span><span class="n">setDatatype</span><span class="p">(</span><span class="s2">"grid"</span><span class="p">)</span>
|
||||||
|
</pre></div>
|
||||||
|
</div>
|
||||||
|
<p><a class="reference external" href="https://unidata.github.io/python-awips/examples/generated/Grid_Levels_and_Parameters.html">Top</a></p>
|
||||||
|
</div>
|
||||||
|
<hr class="docutils" />
|
||||||
|
<div class="section" id="get-available-locations">
|
||||||
|
<h3>5 Get Available Locations<a class="headerlink" href="#get-available-locations" title="Permalink to this headline">¶</a></h3>
|
||||||
|
<p>Use the
|
||||||
|
<a class="reference external" href="http://unidata.github.io/python-awips/api/DataAccessLayer.html#awips.dataaccess.DataAccessLayer.getAvailableLocationNames">DataAccessLayer.getAvailableLocationNames(request)</a>
|
||||||
|
method to find out what locations are available for the given dataset.
|
||||||
|
Typically these will be geographic locations or NWS sites, although in
|
||||||
|
some instances it will be something else. Take a look at what’s
|
||||||
|
outputted for the grid_request, for example.</p>
|
||||||
|
<div class="highlight-ipython3 notranslate"><div class="highlight"><pre><span></span><span class="c1"># Grid Locations</span>
|
||||||
|
<span class="n">grid_locations</span> <span class="o">=</span> <span class="n">DataAccessLayer</span><span class="o">.</span><span class="n">getAvailableLocationNames</span><span class="p">(</span><span class="n">grid_request</span><span class="p">)</span>
|
||||||
|
<span class="n">grid_locations</span><span class="o">.</span><span class="n">sort</span><span class="p">()</span>
|
||||||
|
<span class="nb">list</span><span class="p">(</span><span class="n">grid_locations</span><span class="p">)</span>
|
||||||
</pre></div>
|
</pre></div>
|
||||||
</div>
|
</div>
|
||||||
<div class="highlight-default notranslate"><div class="highlight"><pre><span></span><span class="p">[</span><span class="s1">'AUTOSPE'</span><span class="p">,</span>
|
<div class="highlight-default notranslate"><div class="highlight"><pre><span></span><span class="p">[</span><span class="s1">'AUTOSPE'</span><span class="p">,</span>
|
||||||
|
|
@ -315,15 +404,20 @@ request all available grids with <strong>getAvailableLocationNames()</strong></p
|
||||||
<span class="s1">'navgem0p5'</span><span class="p">]</span>
|
<span class="s1">'navgem0p5'</span><span class="p">]</span>
|
||||||
</pre></div>
|
</pre></div>
|
||||||
</div>
|
</div>
|
||||||
|
<p><a class="reference external" href="https://unidata.github.io/python-awips/examples/generated/Grid_Levels_and_Parameters.html">Top</a></p>
|
||||||
</div>
|
</div>
|
||||||
<div class="section" id="dataaccesslayer-getavailableparameters">
|
<hr class="docutils" />
|
||||||
<h2>DataAccessLayer.getAvailableParameters()<a class="headerlink" href="#dataaccesslayer-getavailableparameters" title="Permalink to this headline">¶</a></h2>
|
<div class="section" id="get-available-parameters">
|
||||||
<p>After datatype and model name (locationName) are set, you can query all
|
<h3>6 Get Available Parameters<a class="headerlink" href="#get-available-parameters" title="Permalink to this headline">¶</a></h3>
|
||||||
available parameters with <strong>getAvailableParameters()</strong></p>
|
<p>We’re setting the “location” (in this case, what model we are interested
|
||||||
<div class="highlight-ipython3 notranslate"><div class="highlight"><pre><span></span><span class="n">request</span><span class="o">.</span><span class="n">setLocationNames</span><span class="p">(</span><span class="s2">"RAP13"</span><span class="p">)</span>
|
in) to specify our request before we look at the available parameters.</p>
|
||||||
<span class="n">availableParms</span> <span class="o">=</span> <span class="n">DataAccessLayer</span><span class="o">.</span><span class="n">getAvailableParameters</span><span class="p">(</span><span class="n">request</span><span class="p">)</span>
|
<p>Take a look at the available parameters for the data set by using
|
||||||
<span class="n">availableParms</span><span class="o">.</span><span class="n">sort</span><span class="p">()</span>
|
<a class="reference external" href="http://unidata.github.io/python-awips/api/DataAccessLayer.html#awips.dataaccess.DataAccessLayer.getAvailableParameters">DataAccessLayer.getAvailableParameters(request)</a></p>
|
||||||
<span class="nb">list</span><span class="p">(</span><span class="n">availableParms</span><span class="p">)</span>
|
<div class="highlight-ipython3 notranslate"><div class="highlight"><pre><span></span><span class="c1"># Pick a model and set the location for the grid request -- we'll be using the Global Forecast System 20km (GFS20)</span>
|
||||||
|
<span class="n">grid_request</span><span class="o">.</span><span class="n">setLocationNames</span><span class="p">(</span><span class="s2">"GFS20"</span><span class="p">)</span>
|
||||||
|
<span class="n">grid_params</span> <span class="o">=</span> <span class="n">DataAccessLayer</span><span class="o">.</span><span class="n">getAvailableParameters</span><span class="p">(</span><span class="n">grid_request</span><span class="p">)</span>
|
||||||
|
<span class="n">grid_params</span><span class="o">.</span><span class="n">sort</span><span class="p">()</span>
|
||||||
|
<span class="nb">list</span><span class="p">(</span><span class="n">grid_params</span><span class="p">)</span>
|
||||||
</pre></div>
|
</pre></div>
|
||||||
</div>
|
</div>
|
||||||
<div class="highlight-default notranslate"><div class="highlight"><pre><span></span><span class="p">[</span><span class="s1">'36SHRMi'</span><span class="p">,</span>
|
<div class="highlight-default notranslate"><div class="highlight"><pre><span></span><span class="p">[</span><span class="s1">'36SHRMi'</span><span class="p">,</span>
|
||||||
|
|
@ -342,16 +436,25 @@ available parameters with <strong>getAvailableParameters()</strong></p>
|
||||||
<span class="s1">'BlkShr'</span><span class="p">,</span>
|
<span class="s1">'BlkShr'</span><span class="p">,</span>
|
||||||
<span class="s1">'CAPE'</span><span class="p">,</span>
|
<span class="s1">'CAPE'</span><span class="p">,</span>
|
||||||
<span class="s1">'CFRZR'</span><span class="p">,</span>
|
<span class="s1">'CFRZR'</span><span class="p">,</span>
|
||||||
|
<span class="s1">'CFRZR3hr'</span><span class="p">,</span>
|
||||||
|
<span class="s1">'CFRZR6hr'</span><span class="p">,</span>
|
||||||
<span class="s1">'CICEP'</span><span class="p">,</span>
|
<span class="s1">'CICEP'</span><span class="p">,</span>
|
||||||
|
<span class="s1">'CICEP3hr'</span><span class="p">,</span>
|
||||||
|
<span class="s1">'CICEP6hr'</span><span class="p">,</span>
|
||||||
<span class="s1">'CIn'</span><span class="p">,</span>
|
<span class="s1">'CIn'</span><span class="p">,</span>
|
||||||
<span class="s1">'CP'</span><span class="p">,</span>
|
<span class="s1">'CP'</span><span class="p">,</span>
|
||||||
<span class="s1">'CP1hr'</span><span class="p">,</span>
|
<span class="s1">'CP-GFS'</span><span class="p">,</span>
|
||||||
|
<span class="s1">'CP3hr'</span><span class="p">,</span>
|
||||||
|
<span class="s1">'CP6hr'</span><span class="p">,</span>
|
||||||
<span class="s1">'CPr'</span><span class="p">,</span>
|
<span class="s1">'CPr'</span><span class="p">,</span>
|
||||||
<span class="s1">'CPrD'</span><span class="p">,</span>
|
<span class="s1">'CPrD'</span><span class="p">,</span>
|
||||||
<span class="s1">'CRAIN'</span><span class="p">,</span>
|
<span class="s1">'CRAIN'</span><span class="p">,</span>
|
||||||
|
<span class="s1">'CRAIN3hr'</span><span class="p">,</span>
|
||||||
|
<span class="s1">'CRAIN6hr'</span><span class="p">,</span>
|
||||||
<span class="s1">'CSNOW'</span><span class="p">,</span>
|
<span class="s1">'CSNOW'</span><span class="p">,</span>
|
||||||
|
<span class="s1">'CSNOW3hr'</span><span class="p">,</span>
|
||||||
|
<span class="s1">'CSNOW6hr'</span><span class="p">,</span>
|
||||||
<span class="s1">'CURU'</span><span class="p">,</span>
|
<span class="s1">'CURU'</span><span class="p">,</span>
|
||||||
<span class="s1">'CXR'</span><span class="p">,</span>
|
|
||||||
<span class="s1">'CapeStk'</span><span class="p">,</span>
|
<span class="s1">'CapeStk'</span><span class="p">,</span>
|
||||||
<span class="s1">'Corf'</span><span class="p">,</span>
|
<span class="s1">'Corf'</span><span class="p">,</span>
|
||||||
<span class="s1">'CorfF'</span><span class="p">,</span>
|
<span class="s1">'CorfF'</span><span class="p">,</span>
|
||||||
|
|
@ -368,6 +471,7 @@ available parameters with <strong>getAvailableParameters()</strong></p>
|
||||||
<span class="s1">'EHI'</span><span class="p">,</span>
|
<span class="s1">'EHI'</span><span class="p">,</span>
|
||||||
<span class="s1">'EHI01'</span><span class="p">,</span>
|
<span class="s1">'EHI01'</span><span class="p">,</span>
|
||||||
<span class="s1">'EHIi'</span><span class="p">,</span>
|
<span class="s1">'EHIi'</span><span class="p">,</span>
|
||||||
|
<span class="s1">'EMSP'</span><span class="p">,</span>
|
||||||
<span class="s1">'EPT'</span><span class="p">,</span>
|
<span class="s1">'EPT'</span><span class="p">,</span>
|
||||||
<span class="s1">'EPTA'</span><span class="p">,</span>
|
<span class="s1">'EPTA'</span><span class="p">,</span>
|
||||||
<span class="s1">'EPTC'</span><span class="p">,</span>
|
<span class="s1">'EPTC'</span><span class="p">,</span>
|
||||||
|
|
@ -381,7 +485,6 @@ available parameters with <strong>getAvailableParameters()</strong></p>
|
||||||
<span class="s1">'ESP'</span><span class="p">,</span>
|
<span class="s1">'ESP'</span><span class="p">,</span>
|
||||||
<span class="s1">'ESP2'</span><span class="p">,</span>
|
<span class="s1">'ESP2'</span><span class="p">,</span>
|
||||||
<span class="s1">'FVecs'</span><span class="p">,</span>
|
<span class="s1">'FVecs'</span><span class="p">,</span>
|
||||||
<span class="s1">'FeatMot'</span><span class="p">,</span>
|
|
||||||
<span class="s1">'FnVecs'</span><span class="p">,</span>
|
<span class="s1">'FnVecs'</span><span class="p">,</span>
|
||||||
<span class="s1">'FsVecs'</span><span class="p">,</span>
|
<span class="s1">'FsVecs'</span><span class="p">,</span>
|
||||||
<span class="s1">'Fzra1'</span><span class="p">,</span>
|
<span class="s1">'Fzra1'</span><span class="p">,</span>
|
||||||
|
|
@ -389,13 +492,12 @@ available parameters with <strong>getAvailableParameters()</strong></p>
|
||||||
<span class="s1">'GH'</span><span class="p">,</span>
|
<span class="s1">'GH'</span><span class="p">,</span>
|
||||||
<span class="s1">'GHxSM'</span><span class="p">,</span>
|
<span class="s1">'GHxSM'</span><span class="p">,</span>
|
||||||
<span class="s1">'GHxSM2'</span><span class="p">,</span>
|
<span class="s1">'GHxSM2'</span><span class="p">,</span>
|
||||||
<span class="s1">'Gust'</span><span class="p">,</span>
|
<span class="s1">'GVV'</span><span class="p">,</span>
|
||||||
<span class="s1">'HI'</span><span class="p">,</span>
|
<span class="s1">'HI'</span><span class="p">,</span>
|
||||||
<span class="s1">'HI1'</span><span class="p">,</span>
|
<span class="s1">'HI1'</span><span class="p">,</span>
|
||||||
<span class="s1">'HI3'</span><span class="p">,</span>
|
<span class="s1">'HI3'</span><span class="p">,</span>
|
||||||
<span class="s1">'HI4'</span><span class="p">,</span>
|
<span class="s1">'HI4'</span><span class="p">,</span>
|
||||||
<span class="s1">'HIdx'</span><span class="p">,</span>
|
<span class="s1">'HIdx'</span><span class="p">,</span>
|
||||||
<span class="s1">'HPBL'</span><span class="p">,</span>
|
|
||||||
<span class="s1">'Heli'</span><span class="p">,</span>
|
<span class="s1">'Heli'</span><span class="p">,</span>
|
||||||
<span class="s1">'HeliC'</span><span class="p">,</span>
|
<span class="s1">'HeliC'</span><span class="p">,</span>
|
||||||
<span class="s1">'INV'</span><span class="p">,</span>
|
<span class="s1">'INV'</span><span class="p">,</span>
|
||||||
|
|
@ -411,7 +513,6 @@ available parameters with <strong>getAvailableParameters()</strong></p>
|
||||||
<span class="s1">'MCon2'</span><span class="p">,</span>
|
<span class="s1">'MCon2'</span><span class="p">,</span>
|
||||||
<span class="s1">'MLLCL'</span><span class="p">,</span>
|
<span class="s1">'MLLCL'</span><span class="p">,</span>
|
||||||
<span class="s1">'MMP'</span><span class="p">,</span>
|
<span class="s1">'MMP'</span><span class="p">,</span>
|
||||||
<span class="s1">'MMSP'</span><span class="p">,</span>
|
|
||||||
<span class="s1">'MSFDi'</span><span class="p">,</span>
|
<span class="s1">'MSFDi'</span><span class="p">,</span>
|
||||||
<span class="s1">'MSFi'</span><span class="p">,</span>
|
<span class="s1">'MSFi'</span><span class="p">,</span>
|
||||||
<span class="s1">'MSFmi'</span><span class="p">,</span>
|
<span class="s1">'MSFmi'</span><span class="p">,</span>
|
||||||
|
|
@ -420,13 +521,18 @@ available parameters with <strong>getAvailableParameters()</strong></p>
|
||||||
<span class="s1">'Mix1'</span><span class="p">,</span>
|
<span class="s1">'Mix1'</span><span class="p">,</span>
|
||||||
<span class="s1">'Mix2'</span><span class="p">,</span>
|
<span class="s1">'Mix2'</span><span class="p">,</span>
|
||||||
<span class="s1">'Mmag'</span><span class="p">,</span>
|
<span class="s1">'Mmag'</span><span class="p">,</span>
|
||||||
|
<span class="s1">'MnT3hr'</span><span class="p">,</span>
|
||||||
|
<span class="s1">'MnT6hr'</span><span class="p">,</span>
|
||||||
<span class="s1">'MpV'</span><span class="p">,</span>
|
<span class="s1">'MpV'</span><span class="p">,</span>
|
||||||
|
<span class="s1">'MxT3hr'</span><span class="p">,</span>
|
||||||
|
<span class="s1">'MxT6hr'</span><span class="p">,</span>
|
||||||
<span class="s1">'NBE'</span><span class="p">,</span>
|
<span class="s1">'NBE'</span><span class="p">,</span>
|
||||||
<span class="s1">'NST'</span><span class="p">,</span>
|
<span class="s1">'NST'</span><span class="p">,</span>
|
||||||
<span class="s1">'NST1'</span><span class="p">,</span>
|
<span class="s1">'NST1'</span><span class="p">,</span>
|
||||||
<span class="s1">'NST2'</span><span class="p">,</span>
|
<span class="s1">'NST2'</span><span class="p">,</span>
|
||||||
<span class="s1">'OmDiff'</span><span class="p">,</span>
|
|
||||||
<span class="s1">'P'</span><span class="p">,</span>
|
<span class="s1">'P'</span><span class="p">,</span>
|
||||||
|
<span class="s1">'P3hr'</span><span class="p">,</span>
|
||||||
|
<span class="s1">'P6hr'</span><span class="p">,</span>
|
||||||
<span class="s1">'PAdv'</span><span class="p">,</span>
|
<span class="s1">'PAdv'</span><span class="p">,</span>
|
||||||
<span class="s1">'PBE'</span><span class="p">,</span>
|
<span class="s1">'PBE'</span><span class="p">,</span>
|
||||||
<span class="s1">'PEC'</span><span class="p">,</span>
|
<span class="s1">'PEC'</span><span class="p">,</span>
|
||||||
|
|
@ -435,10 +541,8 @@ available parameters with <strong>getAvailableParameters()</strong></p>
|
||||||
<span class="s1">'PGrd1'</span><span class="p">,</span>
|
<span class="s1">'PGrd1'</span><span class="p">,</span>
|
||||||
<span class="s1">'PGrdM'</span><span class="p">,</span>
|
<span class="s1">'PGrdM'</span><span class="p">,</span>
|
||||||
<span class="s1">'PIVA'</span><span class="p">,</span>
|
<span class="s1">'PIVA'</span><span class="p">,</span>
|
||||||
<span class="s1">'PR'</span><span class="p">,</span>
|
|
||||||
<span class="s1">'PTvA'</span><span class="p">,</span>
|
<span class="s1">'PTvA'</span><span class="p">,</span>
|
||||||
<span class="s1">'PTyp'</span><span class="p">,</span>
|
<span class="s1">'PTyp'</span><span class="p">,</span>
|
||||||
<span class="s1">'PVV'</span><span class="p">,</span>
|
|
||||||
<span class="s1">'PW'</span><span class="p">,</span>
|
<span class="s1">'PW'</span><span class="p">,</span>
|
||||||
<span class="s1">'PW2'</span><span class="p">,</span>
|
<span class="s1">'PW2'</span><span class="p">,</span>
|
||||||
<span class="s1">'PoT'</span><span class="p">,</span>
|
<span class="s1">'PoT'</span><span class="p">,</span>
|
||||||
|
|
@ -447,7 +551,6 @@ available parameters with <strong>getAvailableParameters()</strong></p>
|
||||||
<span class="s1">'QPV2'</span><span class="p">,</span>
|
<span class="s1">'QPV2'</span><span class="p">,</span>
|
||||||
<span class="s1">'QPV3'</span><span class="p">,</span>
|
<span class="s1">'QPV3'</span><span class="p">,</span>
|
||||||
<span class="s1">'QPV4'</span><span class="p">,</span>
|
<span class="s1">'QPV4'</span><span class="p">,</span>
|
||||||
<span class="s1">'REFC'</span><span class="p">,</span>
|
|
||||||
<span class="s1">'RH'</span><span class="p">,</span>
|
<span class="s1">'RH'</span><span class="p">,</span>
|
||||||
<span class="s1">'RH_001_bin'</span><span class="p">,</span>
|
<span class="s1">'RH_001_bin'</span><span class="p">,</span>
|
||||||
<span class="s1">'RH_002_bin'</span><span class="p">,</span>
|
<span class="s1">'RH_002_bin'</span><span class="p">,</span>
|
||||||
|
|
@ -455,7 +558,6 @@ available parameters with <strong>getAvailableParameters()</strong></p>
|
||||||
<span class="s1">'RM6'</span><span class="p">,</span>
|
<span class="s1">'RM6'</span><span class="p">,</span>
|
||||||
<span class="s1">'RMprop'</span><span class="p">,</span>
|
<span class="s1">'RMprop'</span><span class="p">,</span>
|
||||||
<span class="s1">'RMprop2'</span><span class="p">,</span>
|
<span class="s1">'RMprop2'</span><span class="p">,</span>
|
||||||
<span class="s1">'RRtype'</span><span class="p">,</span>
|
|
||||||
<span class="s1">'RV'</span><span class="p">,</span>
|
<span class="s1">'RV'</span><span class="p">,</span>
|
||||||
<span class="s1">'Rain1'</span><span class="p">,</span>
|
<span class="s1">'Rain1'</span><span class="p">,</span>
|
||||||
<span class="s1">'Rain2'</span><span class="p">,</span>
|
<span class="s1">'Rain2'</span><span class="p">,</span>
|
||||||
|
|
@ -479,7 +581,6 @@ available parameters with <strong>getAvailableParameters()</strong></p>
|
||||||
<span class="s1">'STP1'</span><span class="p">,</span>
|
<span class="s1">'STP1'</span><span class="p">,</span>
|
||||||
<span class="s1">'Shear'</span><span class="p">,</span>
|
<span class="s1">'Shear'</span><span class="p">,</span>
|
||||||
<span class="s1">'ShrMag'</span><span class="p">,</span>
|
<span class="s1">'ShrMag'</span><span class="p">,</span>
|
||||||
<span class="s1">'SnD'</span><span class="p">,</span>
|
|
||||||
<span class="s1">'Snow1'</span><span class="p">,</span>
|
<span class="s1">'Snow1'</span><span class="p">,</span>
|
||||||
<span class="s1">'Snow2'</span><span class="p">,</span>
|
<span class="s1">'Snow2'</span><span class="p">,</span>
|
||||||
<span class="s1">'Snow3'</span><span class="p">,</span>
|
<span class="s1">'Snow3'</span><span class="p">,</span>
|
||||||
|
|
@ -495,7 +596,9 @@ available parameters with <strong>getAvailableParameters()</strong></p>
|
||||||
<span class="s1">'TORi'</span><span class="p">,</span>
|
<span class="s1">'TORi'</span><span class="p">,</span>
|
||||||
<span class="s1">'TORi2'</span><span class="p">,</span>
|
<span class="s1">'TORi2'</span><span class="p">,</span>
|
||||||
<span class="s1">'TP'</span><span class="p">,</span>
|
<span class="s1">'TP'</span><span class="p">,</span>
|
||||||
<span class="s1">'TP1hr'</span><span class="p">,</span>
|
<span class="s1">'TP-GFS'</span><span class="p">,</span>
|
||||||
|
<span class="s1">'TP3hr'</span><span class="p">,</span>
|
||||||
|
<span class="s1">'TP6hr'</span><span class="p">,</span>
|
||||||
<span class="s1">'TQIND'</span><span class="p">,</span>
|
<span class="s1">'TQIND'</span><span class="p">,</span>
|
||||||
<span class="s1">'TShrMi'</span><span class="p">,</span>
|
<span class="s1">'TShrMi'</span><span class="p">,</span>
|
||||||
<span class="s1">'TV'</span><span class="p">,</span>
|
<span class="s1">'TV'</span><span class="p">,</span>
|
||||||
|
|
@ -517,20 +620,15 @@ available parameters with <strong>getAvailableParameters()</strong></p>
|
||||||
<span class="s1">'TwMin'</span><span class="p">,</span>
|
<span class="s1">'TwMin'</span><span class="p">,</span>
|
||||||
<span class="s1">'Twstk'</span><span class="p">,</span>
|
<span class="s1">'Twstk'</span><span class="p">,</span>
|
||||||
<span class="s1">'TxSM'</span><span class="p">,</span>
|
<span class="s1">'TxSM'</span><span class="p">,</span>
|
||||||
<span class="s1">'USTM'</span><span class="p">,</span>
|
|
||||||
<span class="s1">'VAdv'</span><span class="p">,</span>
|
<span class="s1">'VAdv'</span><span class="p">,</span>
|
||||||
<span class="s1">'VAdvAdvection'</span><span class="p">,</span>
|
<span class="s1">'VAdvAdvection'</span><span class="p">,</span>
|
||||||
<span class="s1">'VGP'</span><span class="p">,</span>
|
<span class="s1">'VGP'</span><span class="p">,</span>
|
||||||
<span class="s1">'VSTM'</span><span class="p">,</span>
|
<span class="s1">'VSS'</span><span class="p">,</span>
|
||||||
<span class="s1">'Vis'</span><span class="p">,</span>
|
|
||||||
<span class="s1">'WCD'</span><span class="p">,</span>
|
<span class="s1">'WCD'</span><span class="p">,</span>
|
||||||
<span class="s1">'WD'</span><span class="p">,</span>
|
<span class="s1">'WD'</span><span class="p">,</span>
|
||||||
<span class="s1">'WEASD'</span><span class="p">,</span>
|
<span class="s1">'WEASD'</span><span class="p">,</span>
|
||||||
<span class="s1">'WEASD1hr'</span><span class="p">,</span>
|
|
||||||
<span class="s1">'WGS'</span><span class="p">,</span>
|
|
||||||
<span class="s1">'Wind'</span><span class="p">,</span>
|
<span class="s1">'Wind'</span><span class="p">,</span>
|
||||||
<span class="s1">'WndChl'</span><span class="p">,</span>
|
<span class="s1">'WndChl'</span><span class="p">,</span>
|
||||||
<span class="s1">'ageoVC'</span><span class="p">,</span>
|
|
||||||
<span class="s1">'ageoW'</span><span class="p">,</span>
|
<span class="s1">'ageoW'</span><span class="p">,</span>
|
||||||
<span class="s1">'ageoWM'</span><span class="p">,</span>
|
<span class="s1">'ageoWM'</span><span class="p">,</span>
|
||||||
<span class="s1">'cCape'</span><span class="p">,</span>
|
<span class="s1">'cCape'</span><span class="p">,</span>
|
||||||
|
|
@ -589,7 +687,6 @@ available parameters with <strong>getAvailableParameters()</strong></p>
|
||||||
<span class="s1">'vTOT'</span><span class="p">,</span>
|
<span class="s1">'vTOT'</span><span class="p">,</span>
|
||||||
<span class="s1">'vW'</span><span class="p">,</span>
|
<span class="s1">'vW'</span><span class="p">,</span>
|
||||||
<span class="s1">'vWStk'</span><span class="p">,</span>
|
<span class="s1">'vWStk'</span><span class="p">,</span>
|
||||||
<span class="s1">'vertCirc'</span><span class="p">,</span>
|
|
||||||
<span class="s1">'wDiv'</span><span class="p">,</span>
|
<span class="s1">'wDiv'</span><span class="p">,</span>
|
||||||
<span class="s1">'wSp'</span><span class="p">,</span>
|
<span class="s1">'wSp'</span><span class="p">,</span>
|
||||||
<span class="s1">'wSp_001_bin'</span><span class="p">,</span>
|
<span class="s1">'wSp_001_bin'</span><span class="p">,</span>
|
||||||
|
|
@ -599,32 +696,45 @@ available parameters with <strong>getAvailableParameters()</strong></p>
|
||||||
<span class="s1">'zAGL'</span><span class="p">]</span>
|
<span class="s1">'zAGL'</span><span class="p">]</span>
|
||||||
</pre></div>
|
</pre></div>
|
||||||
</div>
|
</div>
|
||||||
|
<p><a class="reference external" href="https://unidata.github.io/python-awips/examples/generated/Grid_Levels_and_Parameters.html">Top</a></p>
|
||||||
</div>
|
</div>
|
||||||
<div class="section" id="dataaccesslayer-getavailablelevels">
|
<hr class="docutils" />
|
||||||
<h2>DataAccessLayer.getAvailableLevels()<a class="headerlink" href="#dataaccesslayer-getavailablelevels" title="Permalink to this headline">¶</a></h2>
|
<div class="section" id="get-available-levels">
|
||||||
<p>Selecting <strong>“T”</strong> for temperature.</p>
|
<h3>7 Get Available Levels<a class="headerlink" href="#get-available-levels" title="Permalink to this headline">¶</a></h3>
|
||||||
<div class="highlight-ipython3 notranslate"><div class="highlight"><pre><span></span><span class="n">request</span><span class="o">.</span><span class="n">setParameters</span><span class="p">(</span><span class="s2">"T"</span><span class="p">)</span>
|
<p>Setting the parameters is just an option, you do not need to filter the
|
||||||
<span class="n">availableLevels</span> <span class="o">=</span> <span class="n">DataAccessLayer</span><span class="o">.</span><span class="n">getAvailableLevels</span><span class="p">(</span><span class="n">request</span><span class="p">)</span>
|
data if you do not wish to. Also, although we are only setting one
|
||||||
<span class="k">for</span> <span class="n">lvl</span> <span class="ow">in</span> <span class="n">availableLevels</span><span class="p">:</span>
|
parameter in this example, you can set multiple parameters by using an
|
||||||
|
array:</p>
|
||||||
|
<div class="highlight-default notranslate"><div class="highlight"><pre><span></span><span class="n">params</span> <span class="o">=</span> <span class="p">(</span><span class="s2">"param1"</span><span class="p">,</span> <span class="s2">"param2"</span><span class="p">,</span> <span class="s2">"param3"</span><span class="o">...</span><span class="p">)</span>
|
||||||
|
<span class="n">request</span><span class="o">.</span><span class="n">setParameters</span><span class="p">(</span><span class="n">params</span><span class="p">)</span>
|
||||||
|
</pre></div>
|
||||||
|
</div>
|
||||||
|
<p>Set a parameter, from the output above and take a look at what “levels”
|
||||||
|
are available for the data set you’re looking at using
|
||||||
|
<a class="reference external" href="http://unidata.github.io/python-awips/api/DataAccessLayer.html#awips.dataaccess.DataAccessLayer.getAvailableLevels">DataAccessLayer.getAvailableLevels(request)</a>.</p>
|
||||||
|
<div class="alert-warning docutils container">
|
||||||
|
<p>Warning: Not all datasets support levels. If you are trying this with
|
||||||
|
another dataset and run into an exception (error), it’s most likely
|
||||||
|
because levels are not supported for that data type.</p>
|
||||||
|
</div>
|
||||||
|
<div class="highlight-ipython3 notranslate"><div class="highlight"><pre><span></span><span class="c1"># For grid data we'll use the temperature parameter ("T")</span>
|
||||||
|
<span class="n">grid_request</span><span class="o">.</span><span class="n">setParameters</span><span class="p">(</span><span class="s2">"T"</span><span class="p">)</span>
|
||||||
|
<span class="n">grid_levels</span> <span class="o">=</span> <span class="n">DataAccessLayer</span><span class="o">.</span><span class="n">getAvailableLevels</span><span class="p">(</span><span class="n">grid_request</span><span class="p">)</span>
|
||||||
|
<span class="k">for</span> <span class="n">lvl</span> <span class="ow">in</span> <span class="n">grid_levels</span><span class="p">:</span>
|
||||||
<span class="nb">print</span><span class="p">(</span><span class="n">lvl</span><span class="p">)</span>
|
<span class="nb">print</span><span class="p">(</span><span class="n">lvl</span><span class="p">)</span>
|
||||||
</pre></div>
|
</pre></div>
|
||||||
</div>
|
</div>
|
||||||
<div class="highlight-default notranslate"><div class="highlight"><pre><span></span><span class="mf">0.0</span><span class="n">SFC</span>
|
<div class="highlight-default notranslate"><div class="highlight"><pre><span></span><span class="mf">0.0</span><span class="n">SFC</span>
|
||||||
<span class="mf">350.0</span><span class="n">MB</span>
|
<span class="mf">350.0</span><span class="n">MB</span>
|
||||||
<span class="mf">475.0</span><span class="n">MB</span>
|
|
||||||
<span class="mf">610.0_40000.0</span><span class="n">FHAG</span>
|
<span class="mf">610.0_40000.0</span><span class="n">FHAG</span>
|
||||||
<span class="mf">225.0</span><span class="n">MB</span>
|
|
||||||
<span class="mf">120.0_150.0</span><span class="n">BL</span>
|
<span class="mf">120.0_150.0</span><span class="n">BL</span>
|
||||||
<span class="mf">900.0</span><span class="n">MB</span>
|
<span class="mf">900.0</span><span class="n">MB</span>
|
||||||
<span class="mf">125.0</span><span class="n">MB</span>
|
|
||||||
<span class="mf">0.0_610.0</span><span class="n">FHAG</span>
|
<span class="mf">0.0_610.0</span><span class="n">FHAG</span>
|
||||||
<span class="mf">450.0</span><span class="n">MB</span>
|
<span class="mf">450.0</span><span class="n">MB</span>
|
||||||
<span class="mf">575.0</span><span class="n">MB</span>
|
<span class="mf">575.0</span><span class="n">MB</span>
|
||||||
<span class="mf">325.0</span><span class="n">MB</span>
|
|
||||||
<span class="mf">100.0</span><span class="n">MB</span>
|
<span class="mf">100.0</span><span class="n">MB</span>
|
||||||
<span class="mf">1000.0</span><span class="n">MB</span>
|
<span class="mf">1000.0</span><span class="n">MB</span>
|
||||||
<span class="mf">60.0_90.0</span><span class="n">BL</span>
|
<span class="mf">60.0_90.0</span><span class="n">BL</span>
|
||||||
<span class="mf">275.0</span><span class="n">MB</span>
|
|
||||||
<span class="mf">1.0</span><span class="n">PV</span>
|
<span class="mf">1.0</span><span class="n">PV</span>
|
||||||
<span class="mf">950.0</span><span class="n">MB</span>
|
<span class="mf">950.0</span><span class="n">MB</span>
|
||||||
<span class="mf">150.0</span><span class="n">MB</span>
|
<span class="mf">150.0</span><span class="n">MB</span>
|
||||||
|
|
@ -633,7 +743,6 @@ available parameters with <strong>getAvailableParameters()</strong></p>
|
||||||
<span class="mf">825.0</span><span class="n">MB</span>
|
<span class="mf">825.0</span><span class="n">MB</span>
|
||||||
<span class="mf">150.0_180.0</span><span class="n">BL</span>
|
<span class="mf">150.0_180.0</span><span class="n">BL</span>
|
||||||
<span class="mf">250.0</span><span class="n">MB</span>
|
<span class="mf">250.0</span><span class="n">MB</span>
|
||||||
<span class="mf">375.0</span><span class="n">MB</span>
|
|
||||||
<span class="mf">1000.0_500.0</span><span class="n">MB</span>
|
<span class="mf">1000.0_500.0</span><span class="n">MB</span>
|
||||||
<span class="mf">800.0</span><span class="n">MB</span>
|
<span class="mf">800.0</span><span class="n">MB</span>
|
||||||
<span class="mf">4000.0</span><span class="n">FHAG</span>
|
<span class="mf">4000.0</span><span class="n">FHAG</span>
|
||||||
|
|
@ -648,7 +757,6 @@ available parameters with <strong>getAvailableParameters()</strong></p>
|
||||||
<span class="mf">0.0</span><span class="n">FHAG</span>
|
<span class="mf">0.0</span><span class="n">FHAG</span>
|
||||||
<span class="mf">2.0</span><span class="n">FHAG</span>
|
<span class="mf">2.0</span><span class="n">FHAG</span>
|
||||||
<span class="mf">875.0</span><span class="n">MB</span>
|
<span class="mf">875.0</span><span class="n">MB</span>
|
||||||
<span class="mf">175.0</span><span class="n">MB</span>
|
|
||||||
<span class="mf">0.0_1000.0</span><span class="n">FHAG</span>
|
<span class="mf">0.0_1000.0</span><span class="n">FHAG</span>
|
||||||
<span class="mf">850.0</span><span class="n">MB</span>
|
<span class="mf">850.0</span><span class="n">MB</span>
|
||||||
<span class="mf">600.0</span><span class="n">MB</span>
|
<span class="mf">600.0</span><span class="n">MB</span>
|
||||||
|
|
@ -658,7 +766,6 @@ available parameters with <strong>getAvailableParameters()</strong></p>
|
||||||
<span class="mf">550.0</span><span class="n">MB</span>
|
<span class="mf">550.0</span><span class="n">MB</span>
|
||||||
<span class="mf">0.0_3000.0</span><span class="n">FHAG</span>
|
<span class="mf">0.0_3000.0</span><span class="n">FHAG</span>
|
||||||
<span class="mf">675.0</span><span class="n">MB</span>
|
<span class="mf">675.0</span><span class="n">MB</span>
|
||||||
<span class="mf">425.0</span><span class="n">MB</span>
|
|
||||||
<span class="mf">200.0</span><span class="n">MB</span>
|
<span class="mf">200.0</span><span class="n">MB</span>
|
||||||
<span class="mf">0.0_30.0</span><span class="n">BL</span>
|
<span class="mf">0.0_30.0</span><span class="n">BL</span>
|
||||||
<span class="mf">30.0_60.0</span><span class="n">BL</span>
|
<span class="mf">30.0_60.0</span><span class="n">BL</span>
|
||||||
|
|
@ -730,7 +837,6 @@ available parameters with <strong>getAvailableParameters()</strong></p>
|
||||||
<span class="mf">2000.0_8000.0</span><span class="n">FHAG</span>
|
<span class="mf">2000.0_8000.0</span><span class="n">FHAG</span>
|
||||||
<span class="mf">0.0_609.6</span><span class="n">FHAG</span>
|
<span class="mf">0.0_609.6</span><span class="n">FHAG</span>
|
||||||
<span class="mf">300.0</span><span class="n">K</span>
|
<span class="mf">300.0</span><span class="n">K</span>
|
||||||
<span class="mf">0.0</span><span class="n">MAXOMEGA</span>
|
|
||||||
<span class="mf">315.0_325.0</span><span class="n">K</span>
|
<span class="mf">315.0_325.0</span><span class="n">K</span>
|
||||||
<span class="mf">325.0</span><span class="n">K</span>
|
<span class="mf">325.0</span><span class="n">K</span>
|
||||||
<span class="mf">340.0</span><span class="n">Ke</span>
|
<span class="mf">340.0</span><span class="n">Ke</span>
|
||||||
|
|
@ -867,22 +973,29 @@ available parameters with <strong>getAvailableParameters()</strong></p>
|
||||||
<span class="mf">1000.0_500.0</span><span class="n">LYRMB</span>
|
<span class="mf">1000.0_500.0</span><span class="n">LYRMB</span>
|
||||||
</pre></div>
|
</pre></div>
|
||||||
</div>
|
</div>
|
||||||
<ul class="simple">
|
<div class="alert-info docutils container">
|
||||||
<li><p><strong>0.0SFC</strong> is the Surface level</p></li>
|
<p>Note:</p>
|
||||||
<li><p><strong>FHAG</strong> stands for Fixed Height Above Ground (in meters)</p></li>
|
<li><p>0.0SFC is the Surface level</p>
|
||||||
<li><p><strong>NTAT</strong> stands for Nominal Top of the ATmosphere</p></li>
|
</li><div class="highlight-default notranslate"><div class="highlight"><pre><span></span><span class="o"><</span><span class="n">li</span><span class="o">><</span><span class="n">b</span><span class="o">></span><span class="n">HAG</span><span class="o"></</span><span class="n">b</span><span class="o">></span> <span class="n">stands</span> <span class="k">for</span> <span class="n">Fixed</span> <span class="n">Height</span> <span class="n">Above</span> <span class="n">Ground</span> <span class="p">(</span><span class="ow">in</span> <span class="n">meters</span><span class="p">)</span><span class="o"></</span><span class="n">li</span><span class="o">></span>
|
||||||
<li><p><strong>BL</strong> stands for Boundary Layer, where <strong>0.0_30.0BL</strong> reads as <em>0-30
|
<span class="o"><</span><span class="n">li</span><span class="o">><</span><span class="n">b</span><span class="o">></span><span class="n">NTAT</span><span class="o"></</span><span class="n">b</span><span class="o">></span> <span class="n">stands</span> <span class="k">for</span> <span class="n">Nominal</span> <span class="n">Top</span> <span class="n">of</span> <span class="n">the</span> <span class="n">ATmosphere</span><span class="o"></</span><span class="n">li</span><span class="o">></span>
|
||||||
mb above ground level</em></p></li>
|
<span class="o"><</span><span class="n">li</span><span class="o">><</span><span class="n">b</span><span class="o">></span><span class="n">BL</span><span class="o"></</span><span class="n">b</span><span class="o">></span> <span class="n">stands</span> <span class="k">for</span> <span class="n">Boundary</span> <span class="n">Layer</span><span class="p">,</span> <span class="n">where</span> <span class="o"><</span><span class="n">b</span><span class="o">></span><span class="mf">0.0_30.0</span><span class="n">BL</span><span class="o"></</span><span class="n">b</span><span class="o">></span> <span class="n">reads</span> <span class="k">as</span> <span class="o"><</span><span class="n">i</span><span class="o">></span><span class="mi">0</span><span class="o">-</span><span class="mi">30</span> <span class="n">mb</span> <span class="n">above</span> <span class="n">ground</span> <span class="n">level</span><span class="o"></</span><span class="n">i</span><span class="o">></</span><span class="n">li</span><span class="o">></span>
|
||||||
<li><p><strong>TROP</strong> is the Tropopause level</p></li>
|
<span class="o"><</span><span class="n">li</span><span class="o">><</span><span class="n">b</span><span class="o">></span><span class="n">TROP</span><span class="o"></</span><span class="n">b</span><span class="o">></span> <span class="ow">is</span> <span class="n">the</span> <span class="n">Tropopause</span> <span class="n">level</span>
|
||||||
</ul>
|
|
||||||
<p><strong>request.setLevels()</strong></p>
|
|
||||||
<p>For this example we will use Surface Temperature</p>
|
|
||||||
<div class="highlight-ipython3 notranslate"><div class="highlight"><pre><span></span><span class="n">request</span><span class="o">.</span><span class="n">setLevels</span><span class="p">(</span><span class="s2">"2.0FHAG"</span><span class="p">)</span>
|
|
||||||
</pre></div>
|
</pre></div>
|
||||||
</div>
|
</div>
|
||||||
</div>
|
</div>
|
||||||
<div class="section" id="dataaccesslayer-getavailabletimes">
|
<div class="highlight-ipython3 notranslate"><div class="highlight"><pre><span></span><span class="c1"># We'll set the level to surface level</span>
|
||||||
<h2>DataAccessLayer.getAvailableTimes()<a class="headerlink" href="#dataaccesslayer-getavailabletimes" title="Permalink to this headline">¶</a></h2>
|
<span class="n">grid_request</span><span class="o">.</span><span class="n">setLevels</span><span class="p">(</span><span class="s2">"0.0SFC"</span><span class="p">)</span>
|
||||||
|
</pre></div>
|
||||||
|
</div>
|
||||||
|
<p><a class="reference external" href="https://unidata.github.io/python-awips/examples/generated/Grid_Levels_and_Parameters.html">Top</a></p>
|
||||||
|
</div>
|
||||||
|
<hr class="docutils" />
|
||||||
|
<div class="section" id="get-available-times">
|
||||||
|
<h3>8 Get Available Times<a class="headerlink" href="#get-available-times" title="Permalink to this headline">¶</a></h3>
|
||||||
|
<p>Take a look at what time options are available for the data you’re
|
||||||
|
looking at using the
|
||||||
|
<a class="reference external" href="http://unidata.github.io/python-awips/api/DataAccessLayer.html#awips.dataaccess.DataAccessLayer.getAvailableTimes">DataAccessLayer.getAvailableTimes()</a>
|
||||||
|
method:</p>
|
||||||
<ul class="simple">
|
<ul class="simple">
|
||||||
<li><p><strong>getAvailableTimes(request, True)</strong> will return an object of <em>run
|
<li><p><strong>getAvailableTimes(request, True)</strong> will return an object of <em>run
|
||||||
times</em> - formatted as <code class="docutils literal notranslate"><span class="pre">YYYY-MM-DD</span> <span class="pre">HH:MM:SS</span></code></p></li>
|
times</em> - formatted as <code class="docutils literal notranslate"><span class="pre">YYYY-MM-DD</span> <span class="pre">HH:MM:SS</span></code></p></li>
|
||||||
|
|
@ -891,60 +1004,139 @@ formatted as <code class="docutils literal notranslate"><span class="pre">YYYY-M
|
||||||
<li><p><strong>getForecastRun(cycle, times)</strong> will return a DataTime array for a
|
<li><p><strong>getForecastRun(cycle, times)</strong> will return a DataTime array for a
|
||||||
single forecast cycle.</p></li>
|
single forecast cycle.</p></li>
|
||||||
</ul>
|
</ul>
|
||||||
<div class="highlight-ipython3 notranslate"><div class="highlight"><pre><span></span><span class="n">cycles</span> <span class="o">=</span> <span class="n">DataAccessLayer</span><span class="o">.</span><span class="n">getAvailableTimes</span><span class="p">(</span><span class="n">request</span><span class="p">,</span> <span class="kc">True</span><span class="p">)</span>
|
<div class="highlight-ipython3 notranslate"><div class="highlight"><pre><span></span><span class="c1"># Available grid times</span>
|
||||||
<span class="n">times</span> <span class="o">=</span> <span class="n">DataAccessLayer</span><span class="o">.</span><span class="n">getAvailableTimes</span><span class="p">(</span><span class="n">request</span><span class="p">)</span>
|
<span class="n">grid_cycles</span> <span class="o">=</span> <span class="n">DataAccessLayer</span><span class="o">.</span><span class="n">getAvailableTimes</span><span class="p">(</span><span class="n">grid_request</span><span class="p">,</span> <span class="kc">True</span><span class="p">)</span>
|
||||||
<span class="n">fcstRun</span> <span class="o">=</span> <span class="n">DataAccessLayer</span><span class="o">.</span><span class="n">getForecastRun</span><span class="p">(</span><span class="n">cycles</span><span class="p">[</span><span class="o">-</span><span class="mi">1</span><span class="p">],</span> <span class="n">times</span><span class="p">)</span>
|
<span class="n">grid_times</span> <span class="o">=</span> <span class="n">DataAccessLayer</span><span class="o">.</span><span class="n">getAvailableTimes</span><span class="p">(</span><span class="n">grid_request</span><span class="p">)</span>
|
||||||
<span class="nb">list</span><span class="p">(</span><span class="n">fcstRun</span><span class="p">)</span>
|
<span class="c1">## Using -1 in an array will access the last element of the array</span>
|
||||||
</pre></div>
|
<span class="c1">## (using -2 will access the second last element, and so on)</span>
|
||||||
</div>
|
<span class="n">grid_fcstRun</span> <span class="o">=</span> <span class="n">DataAccessLayer</span><span class="o">.</span><span class="n">getForecastRun</span><span class="p">(</span><span class="n">grid_cycles</span><span class="p">[</span><span class="o">-</span><span class="mi">1</span><span class="p">],</span> <span class="n">grid_times</span><span class="p">)</span>
|
||||||
<div class="highlight-default notranslate"><div class="highlight"><pre><span></span><span class="p">[</span><span class="o"><</span><span class="n">DataTime</span> <span class="n">instance</span><span class="p">:</span> <span class="mi">2021</span><span class="o">-</span><span class="mi">06</span><span class="o">-</span><span class="mi">01</span> <span class="mi">18</span><span class="p">:</span><span class="mi">00</span><span class="p">:</span><span class="mi">00</span> <span class="o">></span><span class="p">,</span>
|
|
||||||
<span class="o"><</span><span class="n">DataTime</span> <span class="n">instance</span><span class="p">:</span> <span class="mi">2021</span><span class="o">-</span><span class="mi">06</span><span class="o">-</span><span class="mi">01</span> <span class="mi">18</span><span class="p">:</span><span class="mi">00</span><span class="p">:</span><span class="mi">00</span> <span class="o">></span><span class="p">,</span>
|
|
||||||
<span class="o"><</span><span class="n">DataTime</span> <span class="n">instance</span><span class="p">:</span> <span class="mi">2021</span><span class="o">-</span><span class="mi">06</span><span class="o">-</span><span class="mi">01</span> <span class="mi">18</span><span class="p">:</span><span class="mi">00</span><span class="p">:</span><span class="mi">00</span> <span class="o">></span><span class="p">,</span>
|
|
||||||
<span class="o"><</span><span class="n">DataTime</span> <span class="n">instance</span><span class="p">:</span> <span class="mi">2021</span><span class="o">-</span><span class="mi">06</span><span class="o">-</span><span class="mi">01</span> <span class="mi">18</span><span class="p">:</span><span class="mi">00</span><span class="p">:</span><span class="mi">00</span> <span class="o">></span><span class="p">,</span>
|
|
||||||
<span class="o"><</span><span class="n">DataTime</span> <span class="n">instance</span><span class="p">:</span> <span class="mi">2021</span><span class="o">-</span><span class="mi">06</span><span class="o">-</span><span class="mi">01</span> <span class="mi">18</span><span class="p">:</span><span class="mi">00</span><span class="p">:</span><span class="mi">00</span> <span class="o">></span><span class="p">,</span>
|
|
||||||
<span class="o"><</span><span class="n">DataTime</span> <span class="n">instance</span><span class="p">:</span> <span class="mi">2021</span><span class="o">-</span><span class="mi">06</span><span class="o">-</span><span class="mi">01</span> <span class="mi">18</span><span class="p">:</span><span class="mi">00</span><span class="p">:</span><span class="mi">00</span> <span class="o">></span><span class="p">,</span>
|
|
||||||
<span class="o"><</span><span class="n">DataTime</span> <span class="n">instance</span><span class="p">:</span> <span class="mi">2021</span><span class="o">-</span><span class="mi">06</span><span class="o">-</span><span class="mi">01</span> <span class="mi">18</span><span class="p">:</span><span class="mi">00</span><span class="p">:</span><span class="mi">00</span> <span class="o">></span><span class="p">,</span>
|
|
||||||
<span class="o"><</span><span class="n">DataTime</span> <span class="n">instance</span><span class="p">:</span> <span class="mi">2021</span><span class="o">-</span><span class="mi">06</span><span class="o">-</span><span class="mi">01</span> <span class="mi">18</span><span class="p">:</span><span class="mi">00</span><span class="p">:</span><span class="mi">00</span> <span class="o">></span><span class="p">,</span>
|
|
||||||
<span class="o"><</span><span class="n">DataTime</span> <span class="n">instance</span><span class="p">:</span> <span class="mi">2021</span><span class="o">-</span><span class="mi">06</span><span class="o">-</span><span class="mi">01</span> <span class="mi">18</span><span class="p">:</span><span class="mi">00</span><span class="p">:</span><span class="mi">00</span> <span class="o">></span><span class="p">,</span>
|
|
||||||
<span class="o"><</span><span class="n">DataTime</span> <span class="n">instance</span><span class="p">:</span> <span class="mi">2021</span><span class="o">-</span><span class="mi">06</span><span class="o">-</span><span class="mi">01</span> <span class="mi">18</span><span class="p">:</span><span class="mi">00</span><span class="p">:</span><span class="mi">00</span> <span class="o">></span><span class="p">,</span>
|
|
||||||
<span class="o"><</span><span class="n">DataTime</span> <span class="n">instance</span><span class="p">:</span> <span class="mi">2021</span><span class="o">-</span><span class="mi">06</span><span class="o">-</span><span class="mi">01</span> <span class="mi">18</span><span class="p">:</span><span class="mi">00</span><span class="p">:</span><span class="mi">00</span> <span class="o">></span><span class="p">,</span>
|
|
||||||
<span class="o"><</span><span class="n">DataTime</span> <span class="n">instance</span><span class="p">:</span> <span class="mi">2021</span><span class="o">-</span><span class="mi">06</span><span class="o">-</span><span class="mi">01</span> <span class="mi">18</span><span class="p">:</span><span class="mi">00</span><span class="p">:</span><span class="mi">00</span> <span class="o">></span><span class="p">,</span>
|
|
||||||
<span class="o"><</span><span class="n">DataTime</span> <span class="n">instance</span><span class="p">:</span> <span class="mi">2021</span><span class="o">-</span><span class="mi">06</span><span class="o">-</span><span class="mi">01</span> <span class="mi">18</span><span class="p">:</span><span class="mi">00</span><span class="p">:</span><span class="mi">00</span> <span class="o">></span><span class="p">,</span>
|
|
||||||
<span class="o"><</span><span class="n">DataTime</span> <span class="n">instance</span><span class="p">:</span> <span class="mi">2021</span><span class="o">-</span><span class="mi">06</span><span class="o">-</span><span class="mi">01</span> <span class="mi">18</span><span class="p">:</span><span class="mi">00</span><span class="p">:</span><span class="mi">00</span> <span class="o">></span><span class="p">,</span>
|
|
||||||
<span class="o"><</span><span class="n">DataTime</span> <span class="n">instance</span><span class="p">:</span> <span class="mi">2021</span><span class="o">-</span><span class="mi">06</span><span class="o">-</span><span class="mi">01</span> <span class="mi">18</span><span class="p">:</span><span class="mi">00</span><span class="p">:</span><span class="mi">00</span> <span class="o">></span><span class="p">,</span>
|
|
||||||
<span class="o"><</span><span class="n">DataTime</span> <span class="n">instance</span><span class="p">:</span> <span class="mi">2021</span><span class="o">-</span><span class="mi">06</span><span class="o">-</span><span class="mi">01</span> <span class="mi">18</span><span class="p">:</span><span class="mi">00</span><span class="p">:</span><span class="mi">00</span> <span class="o">></span><span class="p">,</span>
|
|
||||||
<span class="o"><</span><span class="n">DataTime</span> <span class="n">instance</span><span class="p">:</span> <span class="mi">2021</span><span class="o">-</span><span class="mi">06</span><span class="o">-</span><span class="mi">01</span> <span class="mi">18</span><span class="p">:</span><span class="mi">00</span><span class="p">:</span><span class="mi">00</span> <span class="o">></span><span class="p">,</span>
|
|
||||||
<span class="o"><</span><span class="n">DataTime</span> <span class="n">instance</span><span class="p">:</span> <span class="mi">2021</span><span class="o">-</span><span class="mi">06</span><span class="o">-</span><span class="mi">01</span> <span class="mi">18</span><span class="p">:</span><span class="mi">00</span><span class="p">:</span><span class="mi">00</span> <span class="o">></span><span class="p">,</span>
|
|
||||||
<span class="o"><</span><span class="n">DataTime</span> <span class="n">instance</span><span class="p">:</span> <span class="mi">2021</span><span class="o">-</span><span class="mi">06</span><span class="o">-</span><span class="mi">01</span> <span class="mi">18</span><span class="p">:</span><span class="mi">00</span><span class="p">:</span><span class="mi">00</span> <span class="o">></span><span class="p">,</span>
|
|
||||||
<span class="o"><</span><span class="n">DataTime</span> <span class="n">instance</span><span class="p">:</span> <span class="mi">2021</span><span class="o">-</span><span class="mi">06</span><span class="o">-</span><span class="mi">01</span> <span class="mi">18</span><span class="p">:</span><span class="mi">00</span><span class="p">:</span><span class="mi">00</span> <span class="o">></span><span class="p">,</span>
|
|
||||||
<span class="o"><</span><span class="n">DataTime</span> <span class="n">instance</span><span class="p">:</span> <span class="mi">2021</span><span class="o">-</span><span class="mi">06</span><span class="o">-</span><span class="mi">01</span> <span class="mi">18</span><span class="p">:</span><span class="mi">00</span><span class="p">:</span><span class="mi">00</span> <span class="o">></span><span class="p">,</span>
|
|
||||||
<span class="o"><</span><span class="n">DataTime</span> <span class="n">instance</span><span class="p">:</span> <span class="mi">2021</span><span class="o">-</span><span class="mi">06</span><span class="o">-</span><span class="mi">01</span> <span class="mi">18</span><span class="p">:</span><span class="mi">00</span><span class="p">:</span><span class="mi">00</span> <span class="o">></span><span class="p">]</span>
|
|
||||||
</pre></div>
|
|
||||||
</div>
|
|
||||||
</div>
|
|
||||||
<div class="section" id="dataaccesslayer-getgriddata">
|
|
||||||
<h2>DataAccessLayer.getGridData()<a class="headerlink" href="#dataaccesslayer-getgriddata" title="Permalink to this headline">¶</a></h2>
|
|
||||||
<p>Now that we have our <code class="docutils literal notranslate"><span class="pre">request</span></code> and DataTime <code class="docutils literal notranslate"><span class="pre">fcstRun</span></code> arrays ready,
|
|
||||||
it’s time to request the data array from EDEX.</p>
|
|
||||||
<div class="highlight-ipython3 notranslate"><div class="highlight"><pre><span></span><span class="n">response</span> <span class="o">=</span> <span class="n">DataAccessLayer</span><span class="o">.</span><span class="n">getGridData</span><span class="p">(</span><span class="n">request</span><span class="p">,</span> <span class="p">[</span><span class="n">fcstRun</span><span class="p">[</span><span class="o">-</span><span class="mi">1</span><span class="p">]])</span>
|
|
||||||
<span class="k">for</span> <span class="n">grid</span> <span class="ow">in</span> <span class="n">response</span><span class="p">:</span>
|
|
||||||
<span class="n">data</span> <span class="o">=</span> <span class="n">grid</span><span class="o">.</span><span class="n">getRawData</span><span class="p">()</span>
|
|
||||||
<span class="n">lons</span><span class="p">,</span> <span class="n">lats</span> <span class="o">=</span> <span class="n">grid</span><span class="o">.</span><span class="n">getLatLonCoords</span><span class="p">()</span>
|
|
||||||
<span class="nb">print</span><span class="p">(</span><span class="s1">'Time :'</span><span class="p">,</span> <span class="nb">str</span><span class="p">(</span><span class="n">grid</span><span class="o">.</span><span class="n">getDataTime</span><span class="p">()))</span>
|
|
||||||
|
|
||||||
|
<span class="c1">## print out the time instances</span>
|
||||||
|
<span class="n">times</span> <span class="o">=</span> <span class="p">[]</span>
|
||||||
|
<span class="k">for</span> <span class="n">fcst</span> <span class="ow">in</span> <span class="n">grid_fcstRun</span><span class="p">:</span>
|
||||||
|
<span class="nb">print</span><span class="p">(</span><span class="n">fcst</span><span class="o">.</span><span class="n">getRefTime</span><span class="p">(),</span> <span class="s1">':'</span><span class="p">,</span> <span class="n">fcst</span><span class="o">.</span><span class="n">getFcstTime</span><span class="p">(),</span> <span class="s1">'seconds'</span><span class="p">)</span>
|
||||||
|
</pre></div>
|
||||||
|
</div>
|
||||||
|
<div class="highlight-default notranslate"><div class="highlight"><pre><span></span><span class="mi">2021</span><span class="o">-</span><span class="mi">06</span><span class="o">-</span><span class="mi">01</span> <span class="mi">12</span><span class="p">:</span><span class="mi">00</span><span class="p">:</span><span class="mf">00.000</span> <span class="p">:</span> <span class="mi">0</span> <span class="n">seconds</span>
|
||||||
|
<span class="mi">2021</span><span class="o">-</span><span class="mi">06</span><span class="o">-</span><span class="mi">01</span> <span class="mi">12</span><span class="p">:</span><span class="mi">00</span><span class="p">:</span><span class="mf">00.000</span> <span class="p">:</span> <span class="mi">10800</span> <span class="n">seconds</span>
|
||||||
|
<span class="mi">2021</span><span class="o">-</span><span class="mi">06</span><span class="o">-</span><span class="mi">01</span> <span class="mi">12</span><span class="p">:</span><span class="mi">00</span><span class="p">:</span><span class="mf">00.000</span> <span class="p">:</span> <span class="mi">21600</span> <span class="n">seconds</span>
|
||||||
|
<span class="mi">2021</span><span class="o">-</span><span class="mi">06</span><span class="o">-</span><span class="mi">01</span> <span class="mi">12</span><span class="p">:</span><span class="mi">00</span><span class="p">:</span><span class="mf">00.000</span> <span class="p">:</span> <span class="mi">32400</span> <span class="n">seconds</span>
|
||||||
|
<span class="mi">2021</span><span class="o">-</span><span class="mi">06</span><span class="o">-</span><span class="mi">01</span> <span class="mi">12</span><span class="p">:</span><span class="mi">00</span><span class="p">:</span><span class="mf">00.000</span> <span class="p">:</span> <span class="mi">43200</span> <span class="n">seconds</span>
|
||||||
|
<span class="mi">2021</span><span class="o">-</span><span class="mi">06</span><span class="o">-</span><span class="mi">01</span> <span class="mi">12</span><span class="p">:</span><span class="mi">00</span><span class="p">:</span><span class="mf">00.000</span> <span class="p">:</span> <span class="mi">54000</span> <span class="n">seconds</span>
|
||||||
|
<span class="mi">2021</span><span class="o">-</span><span class="mi">06</span><span class="o">-</span><span class="mi">01</span> <span class="mi">12</span><span class="p">:</span><span class="mi">00</span><span class="p">:</span><span class="mf">00.000</span> <span class="p">:</span> <span class="mi">64800</span> <span class="n">seconds</span>
|
||||||
|
<span class="mi">2021</span><span class="o">-</span><span class="mi">06</span><span class="o">-</span><span class="mi">01</span> <span class="mi">12</span><span class="p">:</span><span class="mi">00</span><span class="p">:</span><span class="mf">00.000</span> <span class="p">:</span> <span class="mi">75600</span> <span class="n">seconds</span>
|
||||||
|
<span class="mi">2021</span><span class="o">-</span><span class="mi">06</span><span class="o">-</span><span class="mi">01</span> <span class="mi">12</span><span class="p">:</span><span class="mi">00</span><span class="p">:</span><span class="mf">00.000</span> <span class="p">:</span> <span class="mi">86400</span> <span class="n">seconds</span>
|
||||||
|
<span class="mi">2021</span><span class="o">-</span><span class="mi">06</span><span class="o">-</span><span class="mi">01</span> <span class="mi">12</span><span class="p">:</span><span class="mi">00</span><span class="p">:</span><span class="mf">00.000</span> <span class="p">:</span> <span class="mi">97200</span> <span class="n">seconds</span>
|
||||||
|
<span class="mi">2021</span><span class="o">-</span><span class="mi">06</span><span class="o">-</span><span class="mi">01</span> <span class="mi">12</span><span class="p">:</span><span class="mi">00</span><span class="p">:</span><span class="mf">00.000</span> <span class="p">:</span> <span class="mi">108000</span> <span class="n">seconds</span>
|
||||||
|
<span class="mi">2021</span><span class="o">-</span><span class="mi">06</span><span class="o">-</span><span class="mi">01</span> <span class="mi">12</span><span class="p">:</span><span class="mi">00</span><span class="p">:</span><span class="mf">00.000</span> <span class="p">:</span> <span class="mi">118800</span> <span class="n">seconds</span>
|
||||||
|
<span class="mi">2021</span><span class="o">-</span><span class="mi">06</span><span class="o">-</span><span class="mi">01</span> <span class="mi">12</span><span class="p">:</span><span class="mi">00</span><span class="p">:</span><span class="mf">00.000</span> <span class="p">:</span> <span class="mi">129600</span> <span class="n">seconds</span>
|
||||||
|
<span class="mi">2021</span><span class="o">-</span><span class="mi">06</span><span class="o">-</span><span class="mi">01</span> <span class="mi">12</span><span class="p">:</span><span class="mi">00</span><span class="p">:</span><span class="mf">00.000</span> <span class="p">:</span> <span class="mi">140400</span> <span class="n">seconds</span>
|
||||||
|
<span class="mi">2021</span><span class="o">-</span><span class="mi">06</span><span class="o">-</span><span class="mi">01</span> <span class="mi">12</span><span class="p">:</span><span class="mi">00</span><span class="p">:</span><span class="mf">00.000</span> <span class="p">:</span> <span class="mi">151200</span> <span class="n">seconds</span>
|
||||||
|
<span class="mi">2021</span><span class="o">-</span><span class="mi">06</span><span class="o">-</span><span class="mi">01</span> <span class="mi">12</span><span class="p">:</span><span class="mi">00</span><span class="p">:</span><span class="mf">00.000</span> <span class="p">:</span> <span class="mi">162000</span> <span class="n">seconds</span>
|
||||||
|
<span class="mi">2021</span><span class="o">-</span><span class="mi">06</span><span class="o">-</span><span class="mi">01</span> <span class="mi">12</span><span class="p">:</span><span class="mi">00</span><span class="p">:</span><span class="mf">00.000</span> <span class="p">:</span> <span class="mi">172800</span> <span class="n">seconds</span>
|
||||||
|
<span class="mi">2021</span><span class="o">-</span><span class="mi">06</span><span class="o">-</span><span class="mi">01</span> <span class="mi">12</span><span class="p">:</span><span class="mi">00</span><span class="p">:</span><span class="mf">00.000</span> <span class="p">:</span> <span class="mi">183600</span> <span class="n">seconds</span>
|
||||||
|
<span class="mi">2021</span><span class="o">-</span><span class="mi">06</span><span class="o">-</span><span class="mi">01</span> <span class="mi">12</span><span class="p">:</span><span class="mi">00</span><span class="p">:</span><span class="mf">00.000</span> <span class="p">:</span> <span class="mi">194400</span> <span class="n">seconds</span>
|
||||||
|
<span class="mi">2021</span><span class="o">-</span><span class="mi">06</span><span class="o">-</span><span class="mi">01</span> <span class="mi">12</span><span class="p">:</span><span class="mi">00</span><span class="p">:</span><span class="mf">00.000</span> <span class="p">:</span> <span class="mi">205200</span> <span class="n">seconds</span>
|
||||||
|
<span class="mi">2021</span><span class="o">-</span><span class="mi">06</span><span class="o">-</span><span class="mi">01</span> <span class="mi">12</span><span class="p">:</span><span class="mi">00</span><span class="p">:</span><span class="mf">00.000</span> <span class="p">:</span> <span class="mi">216000</span> <span class="n">seconds</span>
|
||||||
|
<span class="mi">2021</span><span class="o">-</span><span class="mi">06</span><span class="o">-</span><span class="mi">01</span> <span class="mi">12</span><span class="p">:</span><span class="mi">00</span><span class="p">:</span><span class="mf">00.000</span> <span class="p">:</span> <span class="mi">226800</span> <span class="n">seconds</span>
|
||||||
|
<span class="mi">2021</span><span class="o">-</span><span class="mi">06</span><span class="o">-</span><span class="mi">01</span> <span class="mi">12</span><span class="p">:</span><span class="mi">00</span><span class="p">:</span><span class="mf">00.000</span> <span class="p">:</span> <span class="mi">237600</span> <span class="n">seconds</span>
|
||||||
|
<span class="mi">2021</span><span class="o">-</span><span class="mi">06</span><span class="o">-</span><span class="mi">01</span> <span class="mi">12</span><span class="p">:</span><span class="mi">00</span><span class="p">:</span><span class="mf">00.000</span> <span class="p">:</span> <span class="mi">248400</span> <span class="n">seconds</span>
|
||||||
|
<span class="mi">2021</span><span class="o">-</span><span class="mi">06</span><span class="o">-</span><span class="mi">01</span> <span class="mi">12</span><span class="p">:</span><span class="mi">00</span><span class="p">:</span><span class="mf">00.000</span> <span class="p">:</span> <span class="mi">259200</span> <span class="n">seconds</span>
|
||||||
|
<span class="mi">2021</span><span class="o">-</span><span class="mi">06</span><span class="o">-</span><span class="mi">01</span> <span class="mi">12</span><span class="p">:</span><span class="mi">00</span><span class="p">:</span><span class="mf">00.000</span> <span class="p">:</span> <span class="mi">270000</span> <span class="n">seconds</span>
|
||||||
|
<span class="mi">2021</span><span class="o">-</span><span class="mi">06</span><span class="o">-</span><span class="mi">01</span> <span class="mi">12</span><span class="p">:</span><span class="mi">00</span><span class="p">:</span><span class="mf">00.000</span> <span class="p">:</span> <span class="mi">280800</span> <span class="n">seconds</span>
|
||||||
|
<span class="mi">2021</span><span class="o">-</span><span class="mi">06</span><span class="o">-</span><span class="mi">01</span> <span class="mi">12</span><span class="p">:</span><span class="mi">00</span><span class="p">:</span><span class="mf">00.000</span> <span class="p">:</span> <span class="mi">291600</span> <span class="n">seconds</span>
|
||||||
|
<span class="mi">2021</span><span class="o">-</span><span class="mi">06</span><span class="o">-</span><span class="mi">01</span> <span class="mi">12</span><span class="p">:</span><span class="mi">00</span><span class="p">:</span><span class="mf">00.000</span> <span class="p">:</span> <span class="mi">302400</span> <span class="n">seconds</span>
|
||||||
|
<span class="mi">2021</span><span class="o">-</span><span class="mi">06</span><span class="o">-</span><span class="mi">01</span> <span class="mi">12</span><span class="p">:</span><span class="mi">00</span><span class="p">:</span><span class="mf">00.000</span> <span class="p">:</span> <span class="mi">324000</span> <span class="n">seconds</span>
|
||||||
|
<span class="mi">2021</span><span class="o">-</span><span class="mi">06</span><span class="o">-</span><span class="mi">01</span> <span class="mi">12</span><span class="p">:</span><span class="mi">00</span><span class="p">:</span><span class="mf">00.000</span> <span class="p">:</span> <span class="mi">345600</span> <span class="n">seconds</span>
|
||||||
|
<span class="mi">2021</span><span class="o">-</span><span class="mi">06</span><span class="o">-</span><span class="mi">01</span> <span class="mi">12</span><span class="p">:</span><span class="mi">00</span><span class="p">:</span><span class="mf">00.000</span> <span class="p">:</span> <span class="mi">367200</span> <span class="n">seconds</span>
|
||||||
|
<span class="mi">2021</span><span class="o">-</span><span class="mi">06</span><span class="o">-</span><span class="mi">01</span> <span class="mi">12</span><span class="p">:</span><span class="mi">00</span><span class="p">:</span><span class="mf">00.000</span> <span class="p">:</span> <span class="mi">388800</span> <span class="n">seconds</span>
|
||||||
|
<span class="mi">2021</span><span class="o">-</span><span class="mi">06</span><span class="o">-</span><span class="mi">01</span> <span class="mi">12</span><span class="p">:</span><span class="mi">00</span><span class="p">:</span><span class="mf">00.000</span> <span class="p">:</span> <span class="mi">410400</span> <span class="n">seconds</span>
|
||||||
|
<span class="mi">2021</span><span class="o">-</span><span class="mi">06</span><span class="o">-</span><span class="mi">01</span> <span class="mi">12</span><span class="p">:</span><span class="mi">00</span><span class="p">:</span><span class="mf">00.000</span> <span class="p">:</span> <span class="mi">432000</span> <span class="n">seconds</span>
|
||||||
|
<span class="mi">2021</span><span class="o">-</span><span class="mi">06</span><span class="o">-</span><span class="mi">01</span> <span class="mi">12</span><span class="p">:</span><span class="mi">00</span><span class="p">:</span><span class="mf">00.000</span> <span class="p">:</span> <span class="mi">453600</span> <span class="n">seconds</span>
|
||||||
|
<span class="mi">2021</span><span class="o">-</span><span class="mi">06</span><span class="o">-</span><span class="mi">01</span> <span class="mi">12</span><span class="p">:</span><span class="mi">00</span><span class="p">:</span><span class="mf">00.000</span> <span class="p">:</span> <span class="mi">475200</span> <span class="n">seconds</span>
|
||||||
|
<span class="mi">2021</span><span class="o">-</span><span class="mi">06</span><span class="o">-</span><span class="mi">01</span> <span class="mi">12</span><span class="p">:</span><span class="mi">00</span><span class="p">:</span><span class="mf">00.000</span> <span class="p">:</span> <span class="mi">496800</span> <span class="n">seconds</span>
|
||||||
|
<span class="mi">2021</span><span class="o">-</span><span class="mi">06</span><span class="o">-</span><span class="mi">01</span> <span class="mi">12</span><span class="p">:</span><span class="mi">00</span><span class="p">:</span><span class="mf">00.000</span> <span class="p">:</span> <span class="mi">518400</span> <span class="n">seconds</span>
|
||||||
|
<span class="mi">2021</span><span class="o">-</span><span class="mi">06</span><span class="o">-</span><span class="mi">01</span> <span class="mi">12</span><span class="p">:</span><span class="mi">00</span><span class="p">:</span><span class="mf">00.000</span> <span class="p">:</span> <span class="mi">540000</span> <span class="n">seconds</span>
|
||||||
|
<span class="mi">2021</span><span class="o">-</span><span class="mi">06</span><span class="o">-</span><span class="mi">01</span> <span class="mi">12</span><span class="p">:</span><span class="mi">00</span><span class="p">:</span><span class="mf">00.000</span> <span class="p">:</span> <span class="mi">561600</span> <span class="n">seconds</span>
|
||||||
|
<span class="mi">2021</span><span class="o">-</span><span class="mi">06</span><span class="o">-</span><span class="mi">01</span> <span class="mi">12</span><span class="p">:</span><span class="mi">00</span><span class="p">:</span><span class="mf">00.000</span> <span class="p">:</span> <span class="mi">583200</span> <span class="n">seconds</span>
|
||||||
|
<span class="mi">2021</span><span class="o">-</span><span class="mi">06</span><span class="o">-</span><span class="mi">01</span> <span class="mi">12</span><span class="p">:</span><span class="mi">00</span><span class="p">:</span><span class="mf">00.000</span> <span class="p">:</span> <span class="mi">604800</span> <span class="n">seconds</span>
|
||||||
|
<span class="mi">2021</span><span class="o">-</span><span class="mi">06</span><span class="o">-</span><span class="mi">01</span> <span class="mi">12</span><span class="p">:</span><span class="mi">00</span><span class="p">:</span><span class="mf">00.000</span> <span class="p">:</span> <span class="mi">626400</span> <span class="n">seconds</span>
|
||||||
|
<span class="mi">2021</span><span class="o">-</span><span class="mi">06</span><span class="o">-</span><span class="mi">01</span> <span class="mi">12</span><span class="p">:</span><span class="mi">00</span><span class="p">:</span><span class="mf">00.000</span> <span class="p">:</span> <span class="mi">648000</span> <span class="n">seconds</span>
|
||||||
|
<span class="mi">2021</span><span class="o">-</span><span class="mi">06</span><span class="o">-</span><span class="mi">01</span> <span class="mi">12</span><span class="p">:</span><span class="mi">00</span><span class="p">:</span><span class="mf">00.000</span> <span class="p">:</span> <span class="mi">669600</span> <span class="n">seconds</span>
|
||||||
|
<span class="mi">2021</span><span class="o">-</span><span class="mi">06</span><span class="o">-</span><span class="mi">01</span> <span class="mi">12</span><span class="p">:</span><span class="mi">00</span><span class="p">:</span><span class="mf">00.000</span> <span class="p">:</span> <span class="mi">691200</span> <span class="n">seconds</span>
|
||||||
|
<span class="mi">2021</span><span class="o">-</span><span class="mi">06</span><span class="o">-</span><span class="mi">01</span> <span class="mi">12</span><span class="p">:</span><span class="mi">00</span><span class="p">:</span><span class="mf">00.000</span> <span class="p">:</span> <span class="mi">712800</span> <span class="n">seconds</span>
|
||||||
|
<span class="mi">2021</span><span class="o">-</span><span class="mi">06</span><span class="o">-</span><span class="mi">01</span> <span class="mi">12</span><span class="p">:</span><span class="mi">00</span><span class="p">:</span><span class="mf">00.000</span> <span class="p">:</span> <span class="mi">734400</span> <span class="n">seconds</span>
|
||||||
|
<span class="mi">2021</span><span class="o">-</span><span class="mi">06</span><span class="o">-</span><span class="mi">01</span> <span class="mi">12</span><span class="p">:</span><span class="mi">00</span><span class="p">:</span><span class="mf">00.000</span> <span class="p">:</span> <span class="mi">756000</span> <span class="n">seconds</span>
|
||||||
|
<span class="mi">2021</span><span class="o">-</span><span class="mi">06</span><span class="o">-</span><span class="mi">01</span> <span class="mi">12</span><span class="p">:</span><span class="mi">00</span><span class="p">:</span><span class="mf">00.000</span> <span class="p">:</span> <span class="mi">777600</span> <span class="n">seconds</span>
|
||||||
|
<span class="mi">2021</span><span class="o">-</span><span class="mi">06</span><span class="o">-</span><span class="mi">01</span> <span class="mi">12</span><span class="p">:</span><span class="mi">00</span><span class="p">:</span><span class="mf">00.000</span> <span class="p">:</span> <span class="mi">799200</span> <span class="n">seconds</span>
|
||||||
|
<span class="mi">2021</span><span class="o">-</span><span class="mi">06</span><span class="o">-</span><span class="mi">01</span> <span class="mi">12</span><span class="p">:</span><span class="mi">00</span><span class="p">:</span><span class="mf">00.000</span> <span class="p">:</span> <span class="mi">820800</span> <span class="n">seconds</span>
|
||||||
|
<span class="mi">2021</span><span class="o">-</span><span class="mi">06</span><span class="o">-</span><span class="mi">01</span> <span class="mi">12</span><span class="p">:</span><span class="mi">00</span><span class="p">:</span><span class="mf">00.000</span> <span class="p">:</span> <span class="mi">842400</span> <span class="n">seconds</span>
|
||||||
|
<span class="mi">2021</span><span class="o">-</span><span class="mi">06</span><span class="o">-</span><span class="mi">01</span> <span class="mi">12</span><span class="p">:</span><span class="mi">00</span><span class="p">:</span><span class="mf">00.000</span> <span class="p">:</span> <span class="mi">864000</span> <span class="n">seconds</span>
|
||||||
|
</pre></div>
|
||||||
|
</div>
|
||||||
|
<p><a class="reference external" href="https://unidata.github.io/python-awips/examples/generated/Grid_Levels_and_Parameters.html">Top</a></p>
|
||||||
|
</div>
|
||||||
|
<hr class="docutils" />
|
||||||
|
<div class="section" id="get-the-data">
|
||||||
|
<h3>9 Get the Data!<a class="headerlink" href="#get-the-data" title="Permalink to this headline">¶</a></h3>
|
||||||
|
<p>Now that we have our <code class="docutils literal notranslate"><span class="pre">request</span></code> and DataTime <code class="docutils literal notranslate"><span class="pre">fcstRun</span></code> arrays ready,
|
||||||
|
it’s time to request the data array from EDEX. Depending on what kind of
|
||||||
|
data we’re working with, we’ll either use
|
||||||
|
<a class="reference external" href="http://unidata.github.io/python-awips/api/DataAccessLayer.html#awips.dataaccess.DataAccessLayer.getGridData">DataAccessLayer.getGridData()</a>
|
||||||
|
or
|
||||||
|
<a class="reference external" href="http://unidata.github.io/python-awips/api/DataAccessLayer.html#awips.dataaccess.DataAccessLayer.getGeometryData">DataAccessLayer.getGeometryData()</a></p>
|
||||||
|
<div class="alert-info docutils container">
|
||||||
|
<p>Note: We have more, detailed notebooks about how analyze and
|
||||||
|
visualize the data once you have what you want.</p>
|
||||||
|
</div>
|
||||||
|
<div class="highlight-ipython3 notranslate"><div class="highlight"><pre><span></span><span class="c1">## Grid Data</span>
|
||||||
|
<span class="n">grid_response</span> <span class="o">=</span> <span class="n">DataAccessLayer</span><span class="o">.</span><span class="n">getGridData</span><span class="p">(</span><span class="n">grid_request</span><span class="p">,</span> <span class="p">[</span><span class="n">grid_fcstRun</span><span class="p">[</span><span class="o">-</span><span class="mi">1</span><span class="p">]])</span>
|
||||||
|
<span class="k">for</span> <span class="n">grid</span> <span class="ow">in</span> <span class="n">grid_response</span><span class="p">:</span>
|
||||||
|
<span class="n">grid_data</span> <span class="o">=</span> <span class="n">grid</span><span class="o">.</span><span class="n">getRawData</span><span class="p">()</span>
|
||||||
|
<span class="n">lons</span><span class="p">,</span> <span class="n">lats</span> <span class="o">=</span> <span class="n">grid</span><span class="o">.</span><span class="n">getLatLonCoords</span><span class="p">()</span>
|
||||||
|
<span class="nb">print</span><span class="p">(</span><span class="s1">'Time :'</span><span class="p">,</span> <span class="n">grid</span><span class="o">.</span><span class="n">getDataTime</span><span class="p">(),</span> <span class="s2">"-"</span><span class="p">,</span> <span class="n">grid</span><span class="o">.</span><span class="n">getDataTime</span><span class="p">()</span><span class="o">.</span><span class="n">getFcstTime</span><span class="p">(),</span> <span class="s1">'seconds'</span><span class="p">)</span>
|
||||||
|
|
||||||
|
<span class="c1">## Take a look at some information in our data</span>
|
||||||
<span class="nb">print</span><span class="p">(</span><span class="s1">'Model:'</span><span class="p">,</span> <span class="nb">str</span><span class="p">(</span><span class="n">grid</span><span class="o">.</span><span class="n">getLocationName</span><span class="p">()))</span>
|
<span class="nb">print</span><span class="p">(</span><span class="s1">'Model:'</span><span class="p">,</span> <span class="nb">str</span><span class="p">(</span><span class="n">grid</span><span class="o">.</span><span class="n">getLocationName</span><span class="p">()))</span>
|
||||||
<span class="nb">print</span><span class="p">(</span><span class="s1">'Parm :'</span><span class="p">,</span> <span class="nb">str</span><span class="p">(</span><span class="n">grid</span><span class="o">.</span><span class="n">getParameter</span><span class="p">()))</span>
|
<span class="nb">print</span><span class="p">(</span><span class="s1">'Parm :'</span><span class="p">,</span> <span class="nb">str</span><span class="p">(</span><span class="n">grid</span><span class="o">.</span><span class="n">getParameter</span><span class="p">()))</span>
|
||||||
<span class="nb">print</span><span class="p">(</span><span class="s1">'Unit :'</span><span class="p">,</span> <span class="nb">str</span><span class="p">(</span><span class="n">grid</span><span class="o">.</span><span class="n">getUnit</span><span class="p">()))</span>
|
<span class="nb">print</span><span class="p">(</span><span class="s1">'Unit :'</span><span class="p">,</span> <span class="nb">str</span><span class="p">(</span><span class="n">grid</span><span class="o">.</span><span class="n">getUnit</span><span class="p">()))</span>
|
||||||
<span class="nb">print</span><span class="p">(</span><span class="n">data</span><span class="o">.</span><span class="n">shape</span><span class="p">)</span>
|
<span class="nb">print</span><span class="p">(</span><span class="n">grid_data</span><span class="o">.</span><span class="n">shape</span><span class="p">)</span>
|
||||||
</pre></div>
|
</pre></div>
|
||||||
</div>
|
</div>
|
||||||
<div class="highlight-default notranslate"><div class="highlight"><pre><span></span><span class="n">Time</span> <span class="p">:</span> <span class="mi">2021</span><span class="o">-</span><span class="mi">06</span><span class="o">-</span><span class="mi">01</span> <span class="mi">18</span><span class="p">:</span><span class="mi">00</span><span class="p">:</span><span class="mi">00</span>
|
<div class="highlight-default notranslate"><div class="highlight"><pre><span></span><span class="n">Time</span> <span class="p">:</span> <span class="mi">2021</span><span class="o">-</span><span class="mi">06</span><span class="o">-</span><span class="mi">01</span> <span class="mi">12</span><span class="p">:</span><span class="mi">00</span><span class="p">:</span><span class="mi">00</span> <span class="o">-</span> <span class="mi">864000</span> <span class="n">seconds</span>
|
||||||
<span class="n">Model</span><span class="p">:</span> <span class="n">RAP13</span>
|
<span class="n">Model</span><span class="p">:</span> <span class="n">GFS20</span>
|
||||||
<span class="n">Parm</span> <span class="p">:</span> <span class="n">T</span>
|
<span class="n">Parm</span> <span class="p">:</span> <span class="n">T</span>
|
||||||
<span class="n">Unit</span> <span class="p">:</span> <span class="n">K</span>
|
<span class="n">Unit</span> <span class="p">:</span> <span class="n">K</span>
|
||||||
<span class="p">(</span><span class="mi">337</span><span class="p">,</span> <span class="mi">451</span><span class="p">)</span>
|
<span class="p">(</span><span class="mi">257</span><span class="p">,</span> <span class="mi">369</span><span class="p">)</span>
|
||||||
</pre></div>
|
</pre></div>
|
||||||
</div>
|
</div>
|
||||||
|
<p><a class="reference external" href="https://unidata.github.io/python-awips/examples/generated/Grid_Levels_and_Parameters.html">Top</a></p>
|
||||||
|
</div>
|
||||||
|
<hr class="docutils" />
|
||||||
|
<div class="section" id="see-also">
|
||||||
|
<h3>10 See Also<a class="headerlink" href="#see-also" title="Permalink to this headline">¶</a></h3>
|
||||||
|
<p>Several functions are used throughout this notebook from the
|
||||||
|
DataAccessLayer class in python-awips, to see full documentation for
|
||||||
|
these functions vist
|
||||||
|
<a class="reference external" href="http://unidata.github.io/python-awips/api/DataAccessLayer.html#">here</a>.</p>
|
||||||
|
<div class="section" id="related-notebooks">
|
||||||
|
<h4>10.1 Related Notebooks<a class="headerlink" href="#related-notebooks" title="Permalink to this headline">¶</a></h4>
|
||||||
|
<ul class="simple">
|
||||||
|
<li><p><a class="reference external" href="https://unidata.github.io/python-awips/examples/generated/Colored_Surface_Temperature_Plot.html">Colored Surface Temperature
|
||||||
|
Plot</a></p></li>
|
||||||
|
<li><p><a class="reference external" href="https://unidata.github.io/python-awips/examples/generated/Grids_and_Cartopy.html">Grids and
|
||||||
|
Cartopy</a></p></li>
|
||||||
|
<li><p><a class="reference external" href="https://unidata.github.io/python-awips/examples/generated/Satellite_Imagery.html">Satellite
|
||||||
|
Imagery</a></p></li>
|
||||||
|
<li><p><a class="reference external" href="https://unidata.github.io/python-awips/examples/generated/Upper_Air_BUFR_Soundings.html">Upper Air BUFR
|
||||||
|
Soundings</a></p></li>
|
||||||
|
<li><p><a class="reference external" href="https://unidata.github.io/python-awips/examples/generated/Map_Resources_and_Topography.html">Maps Resources and
|
||||||
|
Topography</a></p></li>
|
||||||
|
</ul>
|
||||||
|
<p><a class="reference external" href="https://unidata.github.io/python-awips/examples/generated/Grid_Levels_and_Parameters.html">Top</a></p>
|
||||||
|
<hr class="docutils" />
|
||||||
|
</div>
|
||||||
|
</div>
|
||||||
</div>
|
</div>
|
||||||
</div>
|
</div>
|
||||||
|
|
||||||
|
|
@ -954,7 +1146,7 @@ it’s time to request the data array from EDEX.</p>
|
||||||
</div>
|
</div>
|
||||||
<footer>
|
<footer>
|
||||||
<div class="rst-footer-buttons" role="navigation" aria-label="footer navigation">
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<div class="rst-footer-buttons" role="navigation" aria-label="footer navigation">
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||||||
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||||||
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@ -7,7 +7,7 @@
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||||||
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||||||
<meta name="viewport" content="width=device-width, initial-scale=1.0" />
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<meta name="viewport" content="width=device-width, initial-scale=1.0" />
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<title>AWIPS Grids and Cartopy — python-awips documentation</title>
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<title>Grids and Cartopy — python-awips documentation</title>
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||||||
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||||||
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||||||
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|
||||||
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|
@ -42,8 +42,8 @@
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||||||
<link rel="author" title="About these documents" href="../../about.html" />
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<link rel="author" title="About these documents" href="../../about.html" />
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||||||
<link rel="index" title="Index" href="../../genindex.html" />
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<link rel="index" title="Index" href="../../genindex.html" />
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<link rel="search" title="Search" href="../../search.html" />
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<link rel="search" title="Search" href="../../search.html" />
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||||||
<link rel="next" title="Colored Surface Temperature Plot" href="Colored_Surface_Temperature_Plot.html" />
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<link rel="next" title="METAR Station Plot with MetPy" href="METAR_Station_Plot_with_MetPy.html" />
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||||||
<link rel="prev" title="Data Plotting Examples" href="../index.html" />
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<link rel="prev" title="Grid Levels and Parameters" href="Grid_Levels_and_Parameters.html" />
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<body class="wy-body-for-nav">
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@ -96,15 +96,15 @@
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||||||
<li class="toctree-l1"><a class="reference internal" href="../../api/index.html">API Documentation</a></li>
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<li class="toctree-l1"><a class="reference internal" href="../../api/index.html">API Documentation</a></li>
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||||||
<li class="toctree-l1"><a class="reference internal" href="../../datatypes.html">Available Data Types</a></li>
|
<li class="toctree-l1"><a class="reference internal" href="../../datatypes.html">Available Data Types</a></li>
|
||||||
<li class="toctree-l1 current"><a class="reference internal" href="../index.html">Data Plotting Examples</a><ul class="current">
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<li class="toctree-l1 current"><a class="reference internal" href="../index.html">Data Plotting Examples</a><ul class="current">
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||||||
<li class="toctree-l2 current"><a class="current reference internal" href="#">AWIPS Grids and Cartopy</a><ul>
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||||||
<li class="toctree-l3"><a class="reference internal" href="#with-pcolormesh">with pcolormesh</a></li>
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|
||||||
<li class="toctree-l3"><a class="reference internal" href="#with-contourf">with contourf</a></li>
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|
||||||
</ul>
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|
||||||
</li>
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|
||||||
<li class="toctree-l2"><a class="reference internal" href="Colored_Surface_Temperature_Plot.html">Colored Surface Temperature Plot</a></li>
|
<li class="toctree-l2"><a class="reference internal" href="Colored_Surface_Temperature_Plot.html">Colored Surface Temperature Plot</a></li>
|
||||||
<li class="toctree-l2"><a class="reference internal" href="Forecast_Model_Vertical_Sounding.html">Forecast Model Vertical Sounding</a></li>
|
<li class="toctree-l2"><a class="reference internal" href="Forecast_Model_Vertical_Sounding.html">Forecast Model Vertical Sounding</a></li>
|
||||||
<li class="toctree-l2"><a class="reference internal" href="GOES_Geostationary_Lightning_Mapper.html">GOES Geostationary Lightning Mapper</a></li>
|
<li class="toctree-l2"><a class="reference internal" href="GOES_Geostationary_Lightning_Mapper.html">GOES Geostationary Lightning Mapper</a></li>
|
||||||
<li class="toctree-l2"><a class="reference internal" href="Grid_Levels_and_Parameters.html">Grid Levels and Parameters</a></li>
|
<li class="toctree-l2"><a class="reference internal" href="Grid_Levels_and_Parameters.html">Grid Levels and Parameters</a></li>
|
||||||
|
<li class="toctree-l2 current"><a class="current reference internal" href="#">Grids and Cartopy</a><ul>
|
||||||
|
<li class="toctree-l3"><a class="reference internal" href="#with-pcolormesh">with pcolormesh</a></li>
|
||||||
|
<li class="toctree-l3"><a class="reference internal" href="#with-contourf">with contourf</a></li>
|
||||||
|
</ul>
|
||||||
|
</li>
|
||||||
<li class="toctree-l2"><a class="reference internal" href="METAR_Station_Plot_with_MetPy.html">METAR Station Plot with MetPy</a></li>
|
<li class="toctree-l2"><a class="reference internal" href="METAR_Station_Plot_with_MetPy.html">METAR Station Plot with MetPy</a></li>
|
||||||
<li class="toctree-l2"><a class="reference internal" href="Map_Resources_and_Topography.html">Map Resources and Topography</a></li>
|
<li class="toctree-l2"><a class="reference internal" href="Map_Resources_and_Topography.html">Map Resources and Topography</a></li>
|
||||||
<li class="toctree-l2"><a class="reference internal" href="Model_Sounding_Data.html">Model Sounding Data</a></li>
|
<li class="toctree-l2"><a class="reference internal" href="Model_Sounding_Data.html">Model Sounding Data</a></li>
|
||||||
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<div class="section" id="awips-grids-and-cartopy">
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<div class="section" id="grids-and-cartopy">
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||||||
<h1>AWIPS Grids and Cartopy<a class="headerlink" href="#awips-grids-and-cartopy" title="Permalink to this headline">¶</a></h1>
|
<h1>Grids and Cartopy<a class="headerlink" href="#grids-and-cartopy" title="Permalink to this headline">¶</a></h1>
|
||||||
<p><a class="reference external" href="http://nbviewer.ipython.org/github/Unidata/python-awips/blob/master/examples/notebooks/AWIPS_Grids_and_Cartopy.ipynb">Notebook</a>
|
<p><a class="reference external" href="http://nbviewer.ipython.org/github/Unidata/python-awips/blob/master/examples/notebooks/Grids_and_Cartopy.ipynb">Notebook</a>
|
||||||
A simple example of requesting and plotting AWIPS grids with Matplotlib
|
A simple example of requesting and plotting AWIPS grids with Matplotlib
|
||||||
and Cartopy.</p>
|
and Cartopy.</p>
|
||||||
<div class="highlight-ipython3 notranslate"><div class="highlight"><pre><span></span><span class="kn">from</span> <span class="nn">awips.dataaccess</span> <span class="kn">import</span> <span class="n">DataAccessLayer</span>
|
<div class="highlight-ipython3 notranslate"><div class="highlight"><pre><span></span><span class="kn">from</span> <span class="nn">awips.dataaccess</span> <span class="kn">import</span> <span class="n">DataAccessLayer</span>
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||||||
|
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@ -237,7 +237,7 @@ and Cartopy.</p>
|
||||||
<span class="o">+</span> <span class="s2">"valid "</span> <span class="o">+</span> <span class="nb">str</span><span class="p">(</span><span class="n">grid</span><span class="o">.</span><span class="n">getDataTime</span><span class="p">()</span><span class="o">.</span><span class="n">getRefTime</span><span class="p">()))</span>
|
<span class="o">+</span> <span class="s2">"valid "</span> <span class="o">+</span> <span class="nb">str</span><span class="p">(</span><span class="n">grid</span><span class="o">.</span><span class="n">getDataTime</span><span class="p">()</span><span class="o">.</span><span class="n">getRefTime</span><span class="p">()))</span>
|
||||||
</pre></div>
|
</pre></div>
|
||||||
</div>
|
</div>
|
||||||
<img alt="../../_images/AWIPS_Grids_and_Cartopy_3_0.png" src="../../_images/AWIPS_Grids_and_Cartopy_3_0.png" />
|
<img alt="../../_images/Grids_and_Cartopy_3_0.png" src="../../_images/Grids_and_Cartopy_3_0.png" />
|
||||||
</div>
|
</div>
|
||||||
<div class="section" id="with-contourf">
|
<div class="section" id="with-contourf">
|
||||||
<h2>with contourf<a class="headerlink" href="#with-contourf" title="Permalink to this headline">¶</a></h2>
|
<h2>with contourf<a class="headerlink" href="#with-contourf" title="Permalink to this headline">¶</a></h2>
|
||||||
|
|
@ -250,7 +250,7 @@ and Cartopy.</p>
|
||||||
<span class="o">+</span> <span class="s2">"valid "</span> <span class="o">+</span> <span class="nb">str</span><span class="p">(</span><span class="n">grid</span><span class="o">.</span><span class="n">getDataTime</span><span class="p">()</span><span class="o">.</span><span class="n">getRefTime</span><span class="p">()))</span>
|
<span class="o">+</span> <span class="s2">"valid "</span> <span class="o">+</span> <span class="nb">str</span><span class="p">(</span><span class="n">grid</span><span class="o">.</span><span class="n">getDataTime</span><span class="p">()</span><span class="o">.</span><span class="n">getRefTime</span><span class="p">()))</span>
|
||||||
</pre></div>
|
</pre></div>
|
||||||
</div>
|
</div>
|
||||||
<img alt="../../_images/AWIPS_Grids_and_Cartopy_5_0.png" src="../../_images/AWIPS_Grids_and_Cartopy_5_0.png" />
|
<img alt="../../_images/Grids_and_Cartopy_5_0.png" src="../../_images/Grids_and_Cartopy_5_0.png" />
|
||||||
</div>
|
</div>
|
||||||
</div>
|
</div>
|
||||||
|
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@ -260,8 +260,8 @@ and Cartopy.</p>
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||||||
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