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[![Binder](https://mybinder.org/badge_logo.svg)](https://mybinder.org/v2/gh/DavidChoi76/pysumma_binder_test.git/master) | ||
# pysumma | ||
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# pySUMMA | ||
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The pySUMMA is an Object-Oriented Python wrapper for the manipulation, display and analysis of | ||
SUMMA model (Structure for Unifying Multiple Modeling Alternatives) | ||
pysumma is a Python wrapper for manipulating, running, managing, and analyzing | ||
of SUMMA (Structure for Unifying Multiple Modeling Alternatives) | ||
* [SUMMA web site at UCAR ](https://www.rap.ucar.edu/projects/summa) | ||
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## The pySUMMA is intended to provide | ||
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- Get and set model parameters and method (fileManager and Decision file) | ||
- Run SUMMA Model | ||
- Visualize netcdf of SUMMA outputs | ||
- Operate pySUMMA with jupyter notebook environment | ||
- Interact Hydorshare to download SUMMA TestCases and post the output of SUMMA | ||
- Automate model calibration or sensitivity analysis (Future work) | ||
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## How to run pySUMMA on HydroShare | ||
(Link YouTube: https://www.youtube.com/watch?v=pL-LNd474Tw) | ||
1) log in HydoShare(https://www.hydroshare.org) | ||
2) Start CUAHSI JupyterHub from APPS menu on HydroShare(https://www.hydroshare.org/apps/) | ||
3) Open "Welcome.ipynb" to download pySUMMA resources from HydroShare | ||
- run the code "1.How to connect with HydroShare" | ||
- change the code from "resid = os.environ['HS_RES_ID']" to "resid = 'c1bb4a12bff44bf08c5958cba7947348'". | ||
4) You can see the list of Jupyter Notebooks and click one of Jupyter Notebook. | ||
5) Run one of Jupyter Notebooks. | ||
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### Examples of manipulating and running pySUMMA : | ||
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Refereed paper : Clark, M. P., B. Nijssen, J. D. Lundquist, D. Kavetski, D. E. Rupp, R. A. Woods, | ||
J. E. Freer, E. D. Gutmann, A. W. Wood, D. J. Gochis, R. M. Rasmussen, D. G. Tarboton, V. Mahat, | ||
G. N. Flerchinger, D. G. Marks, 2015b: A unified approach for process-based hydrologic modeling: | ||
Part 2. Model implementation and case studies. Water Resources Research, | ||
[doi:10.1002/2015WR017200](https://agupubs.onlinelibrary.wiley.com/doi/abs/10.1002/2015WR017200). | ||
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#### HydroShare resources | ||
**(Composite Resource)** [Jupyter Notebooks to demonstrate SUMMA Model at Reynolds Mountain East on HydroShare](https://www.hydroshare.org/resource/c1bb4a12bff44bf08c5958cba7947348/) | ||
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**(Composite Resource)** [Procedure and Supplementary documents Collaborative hydrologic modeling on HydroShare](https://www.hydroshare.org/resource/184eea3d3412418a886db87ffdb510b6/) | ||
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**(Model Program)** [SUMMA 2.0.0 Sopron version (lubuntu-16.10)](https://www.hydroshare.org/resource/a5dbd5b198c9468387f59f3fefc11e22/) | ||
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**(Model Program)** [SUMMA 2.0.0 Sopron version (lubuntu-16.04.4)](https://www.hydroshare.org/resource/041671fbc8a544cd8a979af6c2227f92/) | ||
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**(Model Instance)** [Sensitivity to Stomatal Resistance Parameterization of SUMMA Model in Aspen stand at Reynolds Mountain East)](https://www.hydroshare.org/resource/e1a73bc4e7c34166895ff20ae53371f5/) | ||
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**(Model Instance)** [The Impact of Root Distributions Parameters of SUMMA Model in Aspen stand at Reynolds Mountain East)](https://www.hydroshare.org/resource/eed6f3faedad4c17992bb361bd492caa/) | ||
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**(Model Instance)** [The Impact of Lateral Flow Parameterizations on ET of SUMMA Model at Reynolds Mountain East)](https://www.hydroshare.org/resource/11d471b6096d4eaa81068256d281a919/) | ||
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**(Model Instance)** [The Impact of Lateral Flow Parameterizations on Runoff of SUMMA Model at Reynolds Mountain East)](https://www.hydroshare.org/resource/5d20a87ecc5b495097e073e4d5f58d0c/) | ||
pysumma provides methods for: | ||
- Running SUMMA | ||
- Modifying SUMMA input files | ||
- Automatically parallelizing distributed and sensitivity analysis type experiments | ||
- Calibration via OSTRICH | ||
- Visualizing output | ||
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**(Model Instance)** [The Impact of the canopy shortwave radiation parameterizations of SUMMA Model at Reynolds Mountain East)](https://www.hydroshare.org/resource/0c4fd861a9694b2f9fcdf19eb33a6b54/) | ||
# Installation | ||
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**(Model Instance)** [The Impact of LAI parameter on the below canopy shortwave radiation of SUMMA Model at Reynolds Mountain East)](https://www.hydroshare.org/resource/2bedc3b88f3547d5b9b0ade7248dfdd5/) | ||
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**(Model Instance)** [The Impact of the canopy wind parameter for the exponential wind profile of SUMMA Model at Reynolds Mountain East)](https://www.hydroshare.org/resource/4064a7b014094f50aa63730e4a3ff976/) | ||
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**(Collection Resource)** [Test Cases of SUMMA modeling that include model instances and Jupyter notebooks for SUMMA 2nd Paper(2015))](https://www.hydroshare.org/resource/1b7a9af74daa4a449190f922b5db366e/) | ||
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## How to run pySUMMA locally | ||
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### Installation and Usage | ||
## Dependencies | ||
A conda environment is available for management of pysumma's dependencies. | ||
You can create your own environment from this file by running: | ||
``` | ||
conda env create -f environment.yml | ||
``` | ||
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#### pySUMMA requires Python 3.6 and following packages : | ||
Then, you can activate this environment with `conda activate pysumma`. | ||
Before installing pysumma into this environment you may also wish to install it as a kernel in your Jupyter environments. | ||
This can be accomplished by running: | ||
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- xarray 0.10.7 : N-D labeled arrays and datasets in python | ||
- numpy 1.16.1 : the fundamental package for scientific computing with Python | ||
- matplotlib 3.0.2 : a Python 2D plotting library | ||
- seaborn 0.9.0 : statistical data visualization | ||
- jupyterthemes 0.20.0 : select and install a Jupyter notebook theme | ||
- hs-restclient 1.3.3 : HydroShare REST API python client library | ||
- ipyleaflet 0.9.2 : A jupyter widget for dynamic Leaflet maps | ||
- Linux Environment (VirtualBox 5.2.8) | ||
- [lubuntu-16.10 executable](https://www.hydroshare.org/resource/a5dbd5b198c9468387f59f3fefc11e22/) | ||
- [lubuntu-16.04.4 executable](https://www.hydroshare.org/resource/041671fbc8a544cd8a979af6c2227f92/) | ||
``` | ||
python -m ipykernel install --user --name=pysumma | ||
``` | ||
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### Download and Install pySUMMA: | ||
With this environment active you can install pysumma this environment with the instructions below. | ||
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**1.)** Download pySUMMA | ||
```python | ||
~/Downloads$ git clone https://github.com/uva-hydroinformatics/pysumma.git | ||
## Installing pysumma | ||
Currently we only support building pysumma from source. This can be accomplished by | ||
running: | ||
``` | ||
**2.)** change directory into pysumma folder same level with setup.py. | ||
```python | ||
~/Downloads/pysumma$ pip install . | ||
git clone https://github.com/UW-Hydro/pysumma.git | ||
cd pysumma | ||
python setup.py install | ||
``` | ||
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#### The UML of pySUMMA | ||
![Image of UML](UML.png) | ||
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## Reference of SUMMA | ||
If you plan on helping to develop pysumma you may wish to use the following to install | ||
``` | ||
git clone https://github.com/UW-Hydro/pysumma.git | ||
cd pysumma | ||
python setup.py develop | ||
``` | ||
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# Additional SUMMA References | ||
- [Document](http://summa.readthedocs.io/en/latest/) : SUMMA documentation is available online and remains a work in progress. | ||
- [Source Code](https://github.com/NCAR/summa) : NCAR github | ||
## Bugs | ||
Our issue tracker is at https://github.com/uva-hydroinformatics/pysumma/issues. | ||
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# Bugs | ||
Our issue tracker is at https://github.com/UW-Hydro/pysumma/issues. | ||
Please report any bugs that you find. Or, even better, fork the repository on | ||
GitHub and create a pull request. All changes are welcome, big or small, and we | ||
will help you make the pull request if you are new to git | ||
(just ask on the issue). | ||
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## License | ||
Distributed with a MIT license; see LICENSE.txt:: | ||
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Copyright (C) 2017 pySUMMA Developers | ||
YoungDon Choi <yc5ef@virginia.edu> | ||
# How to run pySUMMA on HydroShare | ||
(Link YouTube: https://www.youtube.com/watch?v=pL-LNd474Tw) | ||
1) log in HydoShare(https://www.hydroshare.org) | ||
2) Start CUAHSI JupyterHub from APPS menu on HydroShare(https://www.hydroshare.org/apps/) | ||
3) Open "Welcome.ipynb" to download pySUMMA resources from HydroShare | ||
- run the code "1.How to connect with HydroShare" | ||
- change the code from "resid = os.environ['HS_RES_ID']" to "resid = 'c1bb4a12bff44bf08c5958cba7947348'". | ||
4) You can see the list of Jupyter Notebooks and click one of Jupyter Notebook. | ||
5) Run one of Jupyter Notebooks. |
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# Minimal makefile for Sphinx documentation | ||
# | ||
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# You can set these variables from the command line. | ||
SPHINXOPTS = | ||
SPHINXBUILD = sphinx-build | ||
SPHINXPROJ = pysumma | ||
SOURCEDIR = . | ||
BUILDDIR = _build | ||
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# Put it first so that "make" without argument is like "make help". | ||
help: | ||
@$(SPHINXBUILD) -M help "$(SOURCEDIR)" "$(BUILDDIR)" $(SPHINXOPTS) $(O) | ||
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.PHONY: help Makefile | ||
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# Catch-all target: route all unknown targets to Sphinx using the new | ||
# "make mode" option. $(O) is meant as a shortcut for $(SPHINXOPTS). | ||
%: Makefile | ||
@$(SPHINXBUILD) -M $@ "$(SOURCEDIR)" "$(BUILDDIR)" $(SPHINXOPTS) $(O) |
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.. currentmodule:: pysumma | ||
.. _api: | ||
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############# | ||
API reference | ||
############# | ||
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This page provides an auto-generated summary of pysumma's API. For more details | ||
and examples, refer to the main documentation. | ||
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Simulation | ||
========== | ||
.. autoclass:: pysumma.Simulation | ||
:members: | ||
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Ensemble | ||
======= | ||
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.. autoclass:: pysumma.Ensemble | ||
:members: | ||
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Distributed | ||
======= | ||
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.. autoclass:: pysumma.Distributed | ||
:members: | ||
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#!/usr/bin/env python3 | ||
# -*- coding: utf-8 -*- | ||
# | ||
# This file is execfile()d with the current directory set to its | ||
# containing dir. | ||
# | ||
# Note that not all possible configuration values are present in this | ||
# autogenerated file. | ||
# | ||
# All configuration values have a default; values that are commented out | ||
# serve to show the default. | ||
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# If extensions (or modules to document with autodoc) are in another directory, | ||
# add these directories to sys.path here. If the directory is relative to the | ||
# documentation root, use os.path.abspath to make it absolute, like shown here. | ||
# | ||
import os | ||
import sys | ||
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import sphinx_rtd_theme | ||
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sys.path.insert(0, os.path.abspath('.')) | ||
sys.path.insert(0, os.path.abspath('../')) | ||
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# -- General configuration ------------------------------------------------ | ||
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# If your documentation needs a minimal Sphinx version, state it here. | ||
# | ||
# needs_sphinx = '1.0' | ||
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# Add any Sphinx extension module names here, as strings. They can be | ||
# extensions coming with Sphinx (named 'sphinx.ext.*') or your custom | ||
# ones. | ||
extensions = ['sphinx.ext.autodoc', | ||
'sphinx.ext.extlinks', | ||
'sphinx.ext.mathjax', | ||
'sphinx.ext.viewcode', | ||
'sphinx.ext.napoleon', | ||
'sphinx.ext.autosummary'] | ||
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extlinks = {'issue': ('https://github.com/UW-Hydro/pysumma/issues/%s', 'GH'), | ||
'pull': ('https://github.com/UW-Hydro/pysumma/pull/%s', 'PR'), | ||
} | ||
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napoleon_google_docstring = False | ||
napoleon_use_param = False | ||
napoleon_use_ivar = False | ||
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# Add any paths that contain templates here, relative to this directory. | ||
templates_path = ['_templates'] | ||
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# The suffix(es) of source filenames. | ||
# You can specify multiple suffix as a list of string: | ||
# | ||
# source_suffix = ['.rst', '.md'] | ||
source_suffix = '.rst' | ||
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# The master toctree document. | ||
master_doc = 'index' | ||
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# General information about the project. | ||
project = 'pysumma' | ||
copyright = '2020, YoungDon Choi, Andrew Bennett' | ||
author = 'YoungDon Choi, Andrew Bennett' | ||
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# The version info for the project you're documenting, acts as replacement for | ||
# |version| and |release|, also used in various other places throughout the | ||
# built documents. | ||
# | ||
# The short X.Y version. | ||
version = '0.0.0' | ||
# The full version, including alpha/beta/rc tags. | ||
release = '0.0.0' | ||
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# The language for content autogenerated by Sphinx. Refer to documentation | ||
# for a list of supported languages. | ||
# | ||
# This is also used if you do content translation via gettext catalogs. | ||
# Usually you set "language" from the command line for these cases. | ||
language = None | ||
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# List of patterns, relative to source directory, that match files and | ||
# directories to ignore when looking for source files. | ||
# This patterns also effect to html_static_path and html_extra_path | ||
exclude_patterns = ['_build', 'Thumbs.db', '.DS_Store'] | ||
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# The name of the Pygments (syntax highlighting) style to use. | ||
pygments_style = 'sphinx' | ||
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# If true, `todo` and `todoList` produce output, else they produce nothing. | ||
todo_include_todos = False | ||
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# -- Options for HTML output ---------------------------------------------- | ||
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# The theme to use for HTML and HTML Help pages. See the documentation for | ||
# a list of builtin themes. | ||
# | ||
html_theme = "sphinx_rtd_theme" | ||
html_theme_path = [sphinx_rtd_theme.get_html_theme_path()] | ||
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# Theme options are theme-specific and customize the look and feel of a theme | ||
# further. For a list of options available for each theme, see the | ||
# documentation. | ||
# | ||
# html_theme_options = {} | ||
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# Add any paths that contain custom static files (such as style sheets) here, | ||
# relative to this directory. They are copied after the builtin static files, | ||
# so a file named "default.css" will overwrite the builtin "default.css". | ||
html_static_path = ['_static'] | ||
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# -- Options for HTMLHelp output ------------------------------------------ | ||
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# Output file base name for HTML help builder. | ||
htmlhelp_basename = 'pysummadoc' | ||
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# -- Options for LaTeX output --------------------------------------------- | ||
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latex_elements = { | ||
# The paper size ('letterpaper' or 'a4paper'). | ||
# | ||
# 'papersize': 'letterpaper', | ||
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# The font size ('10pt', '11pt' or '12pt'). | ||
# | ||
# 'pointsize': '10pt', | ||
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# Additional stuff for the LaTeX preamble. | ||
# | ||
# 'preamble': '', | ||
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# Latex figure (float) alignment | ||
# | ||
# 'figure_align': 'htbp', | ||
} | ||
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# Grouping the document tree into LaTeX files. List of tuples | ||
# (source start file, target name, title, | ||
# author, documentclass [howto, manual, or own class]). | ||
latex_documents = [ | ||
(master_doc, 'pysumma.tex', 'pysumma Documentation', | ||
'YounDon Choi, Andrew Bennett', 'manual'), | ||
] | ||
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# -- Options for manual page output --------------------------------------- | ||
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# One entry per manual page. List of tuples | ||
# (source start file, name, description, authors, manual section). | ||
man_pages = [ | ||
(master_doc, 'pysumma', 'pysumma Documentation', | ||
[author], 1) | ||
] | ||
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# -- Options for Texinfo output ------------------------------------------- | ||
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# Grouping the document tree into Texinfo files. List of tuples | ||
# (source start file, target name, title, author, | ||
# dir menu entry, description, category) | ||
texinfo_documents = [ | ||
(master_doc, 'pysumma', 'pysumma Documentation', | ||
author, 'pysumma ', 'One line description of project.', | ||
'Miscellaneous'), | ||
] |
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