From 93b8b93f2059677564ca2c7ddc7eabb55309a7cc Mon Sep 17 00:00:00 2001 From: Kevin Anderson Date: Wed, 20 Mar 2024 14:58:45 -0400 Subject: [PATCH] misc fixes --- README.md | 13 +++++-------- _config.yml | 2 +- pvlib-tutorial.ipynb | 14 ++++++-------- requirements.txt | 3 +++ 4 files changed, 15 insertions(+), 17 deletions(-) create mode 100644 requirements.txt diff --git a/README.md b/README.md index a66c2a3..7f2a99d 100644 --- a/README.md +++ b/README.md @@ -1,18 +1,15 @@ # OSS Webinar Python Tutorial Welcome! The goal of this tutorial is to introduce attendees to the following packages: * PySAM: https://nrel-pysam.readthedocs.io/en/main/ -* RdTools[https://pvlib-python.readthedocs.io/en/stable/] +* pvlib-python: https://pvlib-python.readthedocs.io/en/stable/ ## Tutorial Setup These tutorials are made with [Jupyter](https://jupyter.org), which is a -browser based interactive Python notebook that allows you to run the tutorials -in the cloud without any additional setup. +browser based interactive Python notebook. ### Jupyter Books -The tutorial content will soon be hosted as a [Jupyter book](https://jupyterbook.org/intro.html). -This book has navigation, search, and can be used to launch each book in Colaboratory. -Check back soon! +The tutorial content is also hosted as a [Jupyter book](https://jupyterbook.org/intro.html): [![Jupyter Book Badge](https://jupyterbook.org/badge.svg)]() @@ -39,8 +36,8 @@ steps: up to date functionality. To install them using conda and pip run: ``` - conda create --name rdtools_demo python==3.10 notebook==6.48 - conda activate oss_webinar + conda create --name modeling_demo python==3.10 notebook==6.48 + conda activate modeling_demo pip install -r requirements.txt ``` diff --git a/_config.yml b/_config.yml index fa863db..b7e51ef 100644 --- a/_config.yml +++ b/_config.yml @@ -1,7 +1,7 @@ # Book settings # Learn more at https://jupyterbook.org/customize/config.html -title: OSS Webinar 2 Python Tutorial +title: OSS Webinar 3 Python Tutorial author: Kevin Anderson, Matt Prilliman #logo: images/tutorial_banner.PNG # Patterns to skip when building the book. Can be glob-style (e.g. "*skip.ipynb") diff --git a/pvlib-tutorial.ipynb b/pvlib-tutorial.ipynb index 72d858e..6820ccb 100644 --- a/pvlib-tutorial.ipynb +++ b/pvlib-tutorial.ipynb @@ -5,21 +5,19 @@ "8c33e1e9-5c7d-4d3d-8e64-6e86ccfe2fa2.png": { "image/png": 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" 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" 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" } }, "cell_type": "markdown", "id": "d15a3020-d2df-4339-b364-39f2bc0a35b4", "metadata": {}, "source": [ - "

\n", - "\n", - "\n", - "\n", - "

\n", + "![image.png](attachment:bc354fad-8af6-42b9-8fc8-569a88556998.png)\n", + "![image.png](attachment:8c33e1e9-5c7d-4d3d-8e64-6e86ccfe2fa2.png)\n", "\n", - "# SETO Webinar 3: pvlib python\n", + "\n", + "# pvlib python tutorial\n", "\n", "This notebook is for \"Part 3: Modeling Tools\" in SETO's [Solar Data Bounty Prize](https://www.energy.gov/eere/solar/american-made-solar-data-bounty-prize) webinar series. It demonstrates some examples of using [pvlib python](https://pvlib-python.readthedocs.io), an open-source PV modeling software toolbox, with monitoring data recorded at a PV power plant.\n", "\n", diff --git a/requirements.txt b/requirements.txt new file mode 100644 index 0000000..0dac66c --- /dev/null +++ b/requirements.txt @@ -0,0 +1,3 @@ +pvlib==0.10.3 +nrel-pysam==5.1.0 +notebook==6.4.8