{ "cells": [ { "cell_type": "markdown", "metadata": {}, "source": [ "# CLIMADA Tutorial Template" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Content\n", "\n", "1. [Why tutorials](#WHY)\n", "2. [Basic structure](#Structure)\n", "3. [Good examples](#Examples)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## 1. Why tutorials \n", "\n", "**Main goal:**
\n", "The main goal of the tutorials is it to give a complete overview on:\n", "* essential CLIMADA components\n", "* introduce newly developed modules and features\n", "\n", "More specifically, tutorials should introduce CLIMADA users to the core functionalities and modules and guide users in their application. Hence, each new module created needs to be accompanied with a tutorial. The following sections give an overview of the basic structure desired for CLIMADA tutorials.\n", "\n", "**Important:**
\n", "A tutorial needs to be included with the final pull request for every new feature." ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## 2. Basic structure \n", "\n", "Every tutorial should cover the following main points. Additional features characteristic to the modules presented can and should be added as see fit." ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Introduction\n", "\n", "* What is the feature presented?
\n", "Briefly describe the feature and introduce how it's presented in the CLIMADA framework.
\n", "
\n", "* What is its data structure?
\n", "Present and overview (in the form of a table for example) of where the feature is built into CLIMADA. What class does it belong to, what are the variables of the feature, what is their data structure.
\n", "
\n", "* Table of content:
\n", "How is this tutorial structured?" ] }, { "attachments": { "image-2.png": { "image/png": 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" } }, "cell_type": "markdown", "metadata": {}, "source": [ "### Illustration of feature functionality and application\n", "\n", "Walk users through the core functions of the module and illustrate how the feature can be used. This obviously is dependent on the feature itself. \n", "A few core points should be considered when creating the tutorial:\n", "* **SIZE MATTERS!** \n", " * each notebook as a total should not exceed the critical (yet vague) size of \"a couple MB\"\n", " * keep the size of data you use as examples in the tutorial in mind\n", " * we aim for computational efficiency\n", " * a lean, well-organized, concise notebook is more informative than a long, messy all-encompassing one.\n", " \n", "* follow the general CLIMADA naming convention for the notebook. For example: \"climada_hazard_TropCyclone.ipynb\"\n", "![image-2.png](attachment:image-2.png)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## 3. Good examples \n", "\n", "The following examples can be used as templates and inspiration for your tutorial:\n", "* https://github.com/CLIMADA-project/climada_python/blob/tutorial_update/doc/tutorial/climada_entity_Exposures.ipynb\n", "* https://github.com/CLIMADA-project/climada_python/blob/tutorial_update/doc/tutorial/climada_hazard_Hazard.ipynb" ] } ], "metadata": { "kernelspec": { "display_name": "Python 3", "language": "python", "name": "python3" }, "language_info": { "codemirror_mode": { "name": "ipython", "version": 3 }, "file_extension": ".py", "mimetype": "text/x-python", "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", "version": "3.8.8" }, "toc": { "base_numbering": 1, "nav_menu": {}, "number_sections": true, "sideBar": true, "skip_h1_title": false, "title_cell": "Table of Contents", "title_sidebar": "Contents", "toc_cell": false, "toc_position": {}, "toc_section_display": true, "toc_window_display": false } }, "nbformat": 4, "nbformat_minor": 4 }