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					Contributor Guide | 
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					Contributor Guide | 
				
			
			
		
	
		
		
			
				
					
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					================================= | 
				
			
			
		
	
		
		
			
				
					
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					.. note:: | 
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					   This contributor guide is written for wrf-python v1.3.x. In the  | 
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					   not-too-distant future, wrf-python will undergo a significant refactoring  | 
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					   to remove the wrapt decorators (which don't serialize for dask), but the  | 
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					   concepts will remain similar to what is described in :ref:`internals`. | 
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					Introduction | 
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					Introduction | 
				
			
			
		
	
		
		
			
				
					
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					----------------------------- | 
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					----------------------------- | 
				
			
			
		
	
		
		
			
				
					
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					@ -30,10 +22,6 @@ The source code is available on GitHub: | 
				
			
			
		
	
		
		
			
				
					
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					    https://github.com/NCAR/wrf-python | 
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					    https://github.com/NCAR/wrf-python | 
				
			
			
		
	
		
		
			
				
					
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					To checkout the code:: | 
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					    git clone https://github.com/NCAR/wrf-python     | 
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					Git Flow | 
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					Git Flow | 
				
			
			
		
	
		
		
			
				
					
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					^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ | 
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					^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ | 
				
			
			
		
	
	
		
		
			
				
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					@ -66,11 +54,14 @@ Users are encouraged to contribute various ways. This includes: | 
				
			
			
		
	
		
		
			
				
					
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					- Creating new examples in the documentation (e.g. plotting examples) | 
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					- Creating new examples in the documentation (e.g. plotting examples) | 
				
			
			
		
	
		
		
			
				
					
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					Ground Rules | 
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					Ground Rules | 
				
			
			
		
	
		
		
			
				
					
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					------------------------------ | 
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					------------------------------ | 
				
			
			
		
	
		
		
			
				
					
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					Please follow the code of conduct. | 
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					Please follow the `Code of Conduct <https://github.com/ncar/wrf-python>`_. | 
				
			
			
				
				
			
		
	
		
		
	
		
		
			
				
					
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					- Please create an issue on GitHub for any pull request you wish to submit,  | 
				
			
			
		
	
		
		
			
				
					
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					  except for documentation issues. | 
				
			
			
		
	
		
		
			
				
					
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					- Each pull request should be for a logical collection of changes. You can  | 
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					- Each pull request should be for a logical collection of changes. You can  | 
				
			
			
		
	
		
		
			
				
					
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					  submit multiple bug fixes in a single pull request if the bugs are related.  | 
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					  submit multiple bug fixes in a single pull request if the bugs are related.  | 
				
			
			
		
	
		
		
			
				
					
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					  Otherwise, please submit seperate pull requests. | 
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					  Otherwise, please submit seperate pull requests. | 
				
			
			
		
	
	
		
		
			
				
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					@ -107,7 +98,165 @@ create an account on GitHub to submit a report. | 
				
			
			
		
	
		
		
			
				
					
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					6. If you are getting a crash (e.g. segmentation fault), we will most likely  | 
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					6. If you are getting a crash (e.g. segmentation fault), we will most likely  | 
				
			
			
		
	
		
		
			
				
					
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					   need to see your data file if we cannot reproduce the problem here.  | 
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					   need to see your data file if we cannot reproduce the problem here.  | 
				
			
			
		
	
		
		
			
				
					
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					   See :ref:`submitting_files`. | 
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					   See :ref:`submitting_files`. | 
				
			
			
		
	
		
		
			
				
					
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					Submitting Fortran Computational Routines | 
				
			
			
		
	
		
		
			
				
					
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					-------------------------------------------- | 
				
			
			
		
	
		
		
			
				
					
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					If you have Fortran computational routines that you'd like to contribute, | 
				
			
			
		
	
		
		
			
				
					
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					but don't know how to wrap them in to Python, please follow the instructions | 
				
			
			
		
	
		
		
			
				
					
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					below. | 
				
			
			
		
	
		
		
			
				
					
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					1. Only Fortran 90 code will be accepted, so please port your F77 code to  | 
				
			
			
		
	
		
		
			
				
					
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					   F90. | 
				
			
			
		
	
		
		
			
				
					
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					2. Follow the :ref:`fortranstyle`. | 
				
			
			
		
	
		
		
			
				
					
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					3. Please only submit routines relevant to WRF-Python (e.g. diagnostics,  | 
				
			
			
		
	
		
		
			
				
					
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					   interpolation). General purpose climate/meteorology should go in the  | 
				
			
			
		
	
		
		
			
				
					
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					   SkyLab project (a project providing similar functionality as  | 
				
			
			
		
	
		
		
			
				
					
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					   NCL). | 
				
			
			
		
	
		
		
			
				
					
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					4. If you are unsure if you should contribute your Fortran code, make an  | 
				
			
			
		
	
		
		
			
				
					
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					   issue on GitHub and we can begin a discussion there.  | 
				
			
			
		
	
		
		
			
				
					
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					5. Place your code in the fortran/contrib directory in the WRF-Python  | 
				
			
			
		
	
		
		
			
				
					
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					   source tree. | 
				
			
			
		
	
		
		
			
				
					
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					6. Document your code with a text file that has same name as your Fortran  | 
				
			
			
		
	
		
		
			
				
					
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					   file, but ending in .rst. This file should placed with your F90 code  | 
				
			
			
		
	
		
		
			
				
					
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					   in the fortran/contrib directory. Your documentation can use  | 
				
			
			
		
	
		
		
			
				
					
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					   restructured text formatting, or just plain text. This documentation  | 
				
			
			
		
	
		
		
			
				
					
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					   will be used in the docstring when Python wrappers are made. | 
				
			
			
		
	
		
		
			
				
					
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					7. If you are unable to provide any type of test for your routine, please  | 
				
			
			
		
	
		
		
			
				
					
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					   ensure that your documentation describes what your computation  | 
				
			
			
		
	
		
		
			
				
					
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					   should produce. You can submit auxiallary documentation and/or images for  | 
				
			
			
		
	
		
		
			
				
					
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					   this purpose if needed. | 
				
			
			
		
	
		
		
			
				
					
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					Submitting Python Computational Routines | 
				
			
			
		
	
		
		
			
				
					
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					--------------------------------------------- | 
				
			
			
		
	
		
		
			
				
					
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					If you would like to submit a computational routine in Python, but don't know  | 
				
			
			
		
	
		
		
			
				
					
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					how to integrate it with the rest of WRF-Python's internals  | 
				
			
			
		
	
		
		
			
				
					
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					(e.g. left indexing, arg checking, etc), feel free to  | 
				
			
			
		
	
		
		
			
				
					
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					submit the pure Python routine. Below is the guide for submitting pure  | 
				
			
			
		
	
		
		
			
				
					
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					Python routines. | 
				
			
			
		
	
		
		
			
				
					
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					1. These routines should be placed in src/wrf/contrib.py. These algorithms  | 
				
			
			
		
	
		
		
			
				
					
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					   will not be imported in to WRF-Python's default namespace. | 
				
			
			
		
	
		
		
			
				
					
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					2. Follow the :ref:`pythonstyle`.  | 
				
			
			
		
	
		
		
			
				
					
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					2. Write your computation as dimension unaware as possible. For example,  | 
				
			
			
		
	
		
		
			
				
					
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					   adding pressure and perturbation pressure is simply P + PB. | 
				
			
			
		
	
		
		
			
				
					
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					3. If dimensionality is needed, then write for the minimum dimensionality  | 
				
			
			
		
	
		
		
			
				
					
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					   required to make the computation for one time step (if applicable). For  | 
				
			
			
		
	
		
		
			
				
					
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					   example, if you're computing CAPE, then you should use three dimensions for  | 
				
			
			
		
	
		
		
			
				
					
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					   your algorithm, and we will handle the looping over all times. | 
				
			
			
		
	
		
		
			
				
					
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					4. Document your routine by creating a docstring that follows Google docstring  | 
				
			
			
		
	
		
		
			
				
					
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					   format (see `Sphinx Napoleon <https://www.sphinx-doc.org/en/master/usage/extensions/napoleon.html#google-vs-numpy>`_). | 
				
			
			
		
	
		
		
			
				
					
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					5. If you are unable to provide a test for this function, please provide  | 
				
			
			
		
	
		
		
			
				
					
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					   additional documentation (or images) to show what this function should  | 
				
			
			
		
	
		
		
			
				
					
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					   produce. | 
				
			
			
		
	
		
		
			
				
					
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					Submitting Fully Wrapped Computational Routines | 
				
			
			
		
	
		
		
			
				
					
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					--------------------------------------------------- | 
				
			
			
		
	
		
		
			
				
					
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					Submitting a fully wrapped computational routines is the fastest way to get  | 
				
			
			
		
	
		
		
			
				
					
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					your contributation released. However, it requires the most effort on your  | 
				
			
			
		
	
		
		
			
				
					
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					part. (This process will be simplified in the future, but it's a little   | 
				
			
			
		
	
		
		
			
				
					
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					tedious at this time). | 
				
			
			
		
	
		
		
			
				
					
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					1. Read the :ref:`internals` guide. This will show you how to wrap your | 
				
			
			
		
	
		
		
			
				
					
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					   routine. | 
				
			
			
		
	
		
		
			
				
					
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					2. Follow the :ref:`fortranstyle` and :ref:`pythonstyle`. | 
				
			
			
		
	
		
		
			
				
					
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					3. You should create your contribution in the WRF-Pyhon source tree as if  | 
				
			
			
		
	
		
		
			
				
					
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					   you were one of the core developers of it. This means: | 
				
			
			
		
	
		
		
			
				
					
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					   - Your Fortran code (if applicable) should be placed in the fortran folder. | 
				
			
			
		
	
		
		
			
				
					
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					   - Update the "ext1 = numpy.distutils.core.Extension" section of setup.py  | 
				
			
			
		
	
		
		
			
				
					
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					     to include your new Fortran source (if applicable). | 
				
			
			
		
	
		
		
			
				
					
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					   - Update extension.py to create the Python wrapper that calls your  | 
				
			
			
		
	
		
		
			
				
					
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					     Fortran function. This must include the appropriate function decorators | 
				
			
			
		
	
		
		
			
				
					
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					     for handling argument checking, leftmost dimension indexing, etc. as  | 
				
			
			
		
	
		
		
			
				
					
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					     described in :ref:`internals`. | 
				
			
			
		
	
		
		
			
				
					
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					   - If the current function decorators do not cover your specific needs,  | 
				
			
			
		
	
		
		
			
				
					
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					     place your custom decorator in specialdec.py.  Most of the decorators  | 
				
			
			
		
	
		
		
			
				
					
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					     in this module are used for products that contain multiple outputs like  | 
				
			
			
		
	
		
		
			
				
					
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					     cape_2d, but this  | 
				
			
			
		
	
		
		
			
				
					
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					   - If your function is pure python, you can create a new module for it,  | 
				
			
			
		
	
		
		
			
				
					
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					     or place it in another module with similar functionality. For example,  | 
				
			
			
		
	
		
		
			
				
					
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					     if your routine is a new interpolation routine, then it should go  | 
				
			
			
		
	
		
		
			
				
					
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					     in interp.py. Remember to apply the same type of decorators as  | 
				
			
			
		
	
		
		
			
				
					
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					     done with Fortran extensions (checking args, leftmost indexings, etc). | 
				
			
			
		
	
		
		
			
				
					
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					   - Create a 'getter' routine which is responsible for extracting the  | 
				
			
			
		
	
		
		
			
				
					
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					     required variables from a WRF file and calling your computational  | 
				
			
			
		
	
		
		
			
				
					
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					     routine. This is what will be called by :meth:`wrf.getvar`.  | 
				
			
			
		
	
		
		
			
				
					
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					     This function should be placed in a new python module with the prefix  | 
				
			
			
		
	
		
		
			
				
					
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					     'g_' (i.e. g_yourdiagnostic.py) | 
				
			
			
		
	
		
		
			
				
					
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					     place it in metadecorators.py.  | 
				
			
			
		
	
		
		
			
				
					
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					   - Update the mappings in routines.py to map your diagnostic name to your  | 
				
			
			
		
	
		
		
			
				
					
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					     function, and to declare any keyword arguments that your function  | 
				
			
			
		
	
		
		
			
				
					
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					     needs aside from the usual wrfin, varname, timeidx, method,  | 
				
			
			
		
	
		
		
			
				
					
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					   - If you would like to make your routine available as a raw computation, | 
				
			
			
		
	
		
		
			
				
					
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					     you will need to place an additional thin wrapper in computation.py. This  | 
				
			
			
		
	
		
		
			
				
					
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					     found in metadecorators.py (usually set_alg_metadata). If you need to  | 
				
			
			
		
	
		
		
			
				
					
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					     write your own custom metadata decorator, write it in metadecorators.py. | 
				
			
			
		
	
		
		
			
				
					
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					   - You must provide a docstring for every function you create using  | 
				
			
			
		
	
		
		
			
				
					
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					     Google docstring format (see `Sphinx Napoleon <https://www.sphinx-doc.org/en/master/usage/extensions/napoleon.html#google-vs-numpy>`_). | 
				
			
			
		
	
		
		
			
				
					
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					   - You must provide a test for your function. See :ref:`testing`. | 
				
			
			
		
	
		
		
			
				
					
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					Fixing Documentation Errors | 
				
			
			
		
	
		
		
			
				
					
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					-------------------------------------- | 
				
			
			
		
	
		
		
			
				
					
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					1. Documenation is made with Sphinx using restructured text. | 
				
			
			
		
	
		
		
			
				
					
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					2. Python docstrings follow `Google docstring <https://sphinxcontrib-napoleon.readthedocs.io/en/latest/example_google.html>`_ format. | 
				
			
			
		
	
		
		
			
				
					
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					2. Documentation can be found in the *doc* directory, along with the  | 
				
			
			
		
	
		
		
			
				
					
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					   docstrings contained within the Python code. | 
				
			
			
		
	
		
		
			
				
					
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					3. For documentation fixes, you can just submit a pull request with the  | 
				
			
			
		
	
		
		
			
				
					
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					   appropriate corrections already made. | 
				
			
			
		
	
		
		
			
				
					
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					Creating New Examples | 
				
			
			
		
	
		
		
			
				
					
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					-------------------------------------- | 
				
			
			
		
	
		
		
			
				
					
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					1. Examples are made with Sphinx using restructured text. | 
				
			
			
		
	
		
		
			
				
					
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					2. Examples are currently found in the *doc* directory, mostly within the  | 
				
			
			
		
	
		
		
			
				
					
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					   basic_usage.rst and plot.rst files. Feel free to contribute more examples | 
				
			
			
		
	
		
		
			
				
					
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					   to these files. | 
				
			
			
		
	
		
		
			
				
					
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					3. Unless you are drastically changing the documentation structure, you can  | 
				
			
			
		
	
		
		
			
				
					
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					   submit a pull request with your examples without creating a GitHub  | 
				
			
			
		
	
		
		
			
				
					
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					   issue. If you are making a large change, or are unsure about it, then  | 
				
			
			
		
	
		
		
			
				
					
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					   go ahead and create a GitHub issue to discuss with the developers. | 
				
			
			
		
	
		
		
			
				
					
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					Setting Up Your Development Environment | 
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					Setting Up Your Development Environment | 
				
			
			
		
	
		
		
			
				
					
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					--------------------------------------------- | 
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					--------------------------------------------- | 
				
			
			
		
	
	
		
		
			
				
					| 
						
							
								
							
						
						
							
								
							
						
						
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					@ -200,18 +349,13 @@ contributing is: | 
				
			
			
		
	
		
		
			
				
					
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					  Now follow the previous step to rebuild. | 
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					  Now follow the previous step to rebuild. | 
				
			
			
		
	
		
		
			
				
					
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					Pull Requests | 
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					-------------------------- | 
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					In order to submit changes, you must use GitHub to issue a pull request. Your  | 
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					pull requests should be made against the **develop** branch, since we are  | 
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					following GitFlow for this project.  | 
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					Code Style | 
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					Code Style | 
				
			
			
		
	
		
		
			
				
					
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					-------------------------- | 
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					-------------------------- | 
				
			
			
		
	
		
		
			
				
					
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					Python Contributions | 
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					.. _pythonstyle: | 
				
			
			
				
				
			
		
	
		
		
	
		
		
			
				
					
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					Python Style Guide | 
				
			
			
		
	
		
		
			
				
					
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					^^^^^^^^^^^^^^^^^^^^^^^^^^ | 
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					^^^^^^^^^^^^^^^^^^^^^^^^^^ | 
				
			
			
		
	
		
		
			
				
					
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					The Python code in WRF-Python follows the  | 
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					The Python code in WRF-Python follows the  | 
				
			
			
		
	
	
		
		
			
				
					| 
						
						
						
							
								
							
						
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					@ -224,7 +368,9 @@ whitespace characters in blank lines, etc.), try the | 
				
			
			
		
	
		
		
			
				
					
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					`autopep8 <https://pypi.org/project/autopep8/0.8/>`_ utility. | 
					 | 
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					`autopep8 <https://pypi.org/project/autopep8/0.8/>`_ utility. | 
				
			
			
		
	
		
		
			
				
					
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					Fortran Contributions | 
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					.. _fortranstyle: | 
				
			
			
				
				
			
		
	
		
		
	
		
		
			
				
					
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					Fortran Style Guide | 
				
			
			
		
	
		
		
			
				
					
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					^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ | 
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					^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ | 
				
			
			
		
	
		
		
			
				
					
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					WRF-Python is a Fortran friendly project and we appreciate your contributions.  | 
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					WRF-Python is a Fortran friendly project and we appreciate your contributions.  | 
				
			
			
		
	
	
		
		
			
				
					| 
						
							
								
							
						
						
							
								
							
						
						
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					 | 
					@ -271,7 +417,80 @@ A summary of style notes is below: | 
				
			
			
		
	
		
		
			
				
					
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					  unfamiliar OpenMP, but feel free to do so if you are already familiar. | 
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					  unfamiliar OpenMP, but feel free to do so if you are already familiar. | 
				
			
			
		
	
		
		
			
				
					
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					Pull Requests | 
				
			
			
		
	
		
		
			
				
					
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					-------------------------- | 
				
			
			
		
	
		
		
			
				
					
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					In order to submit changes, you must use GitHub to issue a pull request. Your  | 
				
			
			
		
	
		
		
			
				
					
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					pull requests should be made against the **develop** branch, since we are  | 
				
			
			
		
	
		
		
			
				
					
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					following GitFlow for this project.  | 
				
			
			
		
	
		
		
			
				
					
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					Following a pull request, automated continuous integration tools will be  | 
				
			
			
		
	
		
		
			
				
					
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					run to ensure that your code follows the PEP 8 style guide, and verifies that | 
				
			
			
		
	
		
		
			
				
					
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					a basic suite of unit tests run.  | 
				
			
			
		
	
		
		
			
				
					
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					.. testing_:: | 
				
			
			
		
	
		
		
			
				
					
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					Tests | 
				
			
			
		
	
		
		
			
				
					
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					--------------------------- | 
				
			
			
		
	
		
		
			
				
					
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					Once you have submitted your contribution, we need a way to test your  | 
				
			
			
		
	
		
		
			
				
					
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					code. Currently, most of WRF-Python's tests are written to ensure that  | 
				
			
			
		
	
		
		
			
				
					
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					WRF-Python produces the same result as the NCAR Command Language (NCL), which  | 
				
			
			
		
	
		
		
			
				
					
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					is where the code was originally derived. However, this isn't applicable for  | 
				
			
			
		
	
		
		
			
				
					
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					new contributions and bug fixes, since there is nothing to test against for  | 
				
			
			
		
	
		
		
			
				
					
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					new contributions and bug fixes might change the numerical result. So, we have  | 
				
			
			
		
	
		
		
			
				
					
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					some recommendations below for how you can create your own tests. | 
				
			
			
		
	
		
		
			
				
					
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					Sample Data | 
				
			
			
		
	
		
		
			
				
					
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					^^^^^^^^^^^^^^^^^^^ | 
				
			
			
		
	
		
		
			
				
					
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					You can download sample data for Hurricane Katrina here: <insert link> | 
				
			
			
		
	
		
		
			
				
					
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					This data has both moving nest and static nest version. You should test | 
				
			
			
		
	
		
		
			
				
					
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					against this data set, unless you are unable to demonstrate the problem | 
				
			
			
		
	
		
		
			
				
					
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					with it. | 
				
			
			
		
	
		
		
			
				
					
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					Supplying Data | 
				
			
			
		
	
		
		
			
				
					
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					^^^^^^^^^^^^^^^^^^^^^^ | 
				
			
			
		
	
		
		
			
				
					
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					If you need to supply us data for your test, please provide us a link to  | 
				
			
			
		
	
		
		
			
				
					
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					either a cloud storage service, by :ref:`submitting-files`, or some other  | 
				
			
			
		
	
		
		
			
				
					
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					means. Unless the data is very small, do not add it to the GitHub repository. | 
				
			
			
		
	
		
		
			
				
					
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					If you can demonstrate the problem/solution with a minimal set of hand created  | 
				
			
			
		
	
		
		
			
				
					
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					values, you can just put that in your test itself. | 
				
			
			
		
	
		
		
			
				
					
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					Guidelines | 
				
			
			
		
	
		
		
			
				
					
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					^^^^^^^^^^^^^^^^^^^ | 
				
			
			
		
	
		
		
			
				
					
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					The following are guidelines for testing you contributions. Obviously,  | 
				
			
			
		
	
		
		
			
				
					
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					different issues have different needs, so you can use the GitHub  | 
				
			
			
		
	
		
		
			
				
					
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					issue related to your contribution to discuss with developers. | 
				
			
			
		
	
		
		
			
				
					
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					1. New computations must work for both moving nests and static nests.  | 
				
			
			
		
	
		
		
			
				
					
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					   Generally this is not an issue unless your data makes use of lat/lon  | 
				
			
			
		
	
		
		
			
				
					
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					   information (e.g. cross sections with lat/lon line definitions). | 
				
			
			
		
	
		
		
			
				
					
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					2. WRF-Python's tests can be found in the *test* directory. | 
				
			
			
		
	
		
		
			
				
					
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					    | 
				
			
			
		
	
		
		
			
				
					
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					3. WRF-Python's tests were written using the standard *unittest* package, | 
				
			
			
		
	
		
		
			
				
					
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					   along with numpy's test package for the assert fuctions. One  | 
				
			
			
		
	
		
		
			
				
					
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					   reason for this is that many of the tests are dynamically generated, and  | 
				
			
			
		
	
		
		
			
				
					
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					   some other testing frameworks can't find the tests when generated this way. | 
				
			
			
		
	
		
		
			
				
					
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					   If you need to use another test framework, that's fine, just let us know  | 
				
			
			
		
	
		
		
			
				
					
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					   in your GitHub issue. | 
				
			
			
		
	
		
		
			
				
					
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					4. Place your test in the test/contrib directory. | 
				
			
			
		
	
		
		
			
				
					
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					5. For new contributions, images may be sufficient to show that your  | 
				
			
			
		
	
		
		
			
				
					
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					   code is working. Discuss with the developers in you GitHub issue. | 
				
			
			
		
	
		
		
			
				
					
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					    | 
				
			
			
		
	
		
		
			
				
					
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					6. For bug related issues, try to create a case that demonstrates the problem,  | 
				
			
			
		
	
		
		
			
				
					
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					   and demonstrates the fix. If your problem is a crash, then proving that  | 
				
			
			
		
	
		
		
			
				
					
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					   your code runs without crashing should be sufficient.  | 
				
			
			
		
	
		
		
			
				
					
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					7. You might need some creativity here. | 
				
			
			
		
	
		
		
			
				
					
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