{ "cells": [ { "cell_type": "markdown", "metadata": {}, "source": [ "# Jupyter Notebooks: Quick Start\n", "#### Interactive Jupyter Notebook" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "This notebook provides a very basic introduction to Jupyter Notebooks, including how to work with the notebook dashboard and create a new notebook. This notebook was created by Becky Vandewalle." ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Notebook Outline:\n", "- [Introduction](#intro)\n", "- [The Notebook Dashboard](#dash)\n", " - [Creating a new Notebook](#new)\n", " - [Opening an existing Notebook](#open)\n", " - [Working with Files and Folders on the Dashboard](#files)\n", "- [The Notebook Window](#window)\n", " - [Running A Cell](#run)\n", " - [Saving the Notebook](#save)\n", "- [Diving deeper into the Notebook Window](#deep)\n", " - [The Menu Bar and Tool Bar](#menu)\n", " - [Finding More Shortcuts](#shortcut)\n", " - [Getting Help](#help)\n", "- [Basic Notebook Editing](#edit)\n", " - [Command Mode vs Edit Mode](#command)\n", " - [Creating Cells](#create)\n", " - [Deleting Cells](#delete)\n", " - [Cell Types](#types)\n", "- [Next Steps](#next)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "\n", "## Introduction" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "The Jupyter Notebook interface makes interactive computing easily accessible. You can access notebooks and files using a web dashboard, and explore notebooks in their own page." ] }, { "cell_type": "code", "execution_count": 16, "metadata": {}, "outputs": [], "source": [ "# import required libraries to continue\n", "\n", "import os\n", "from IPython.display import HTML\n", "from IPython.display import Image" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "\n", "## The Notebook Dashboard" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "After typing cybergisx.cigi.illinois.edu into an internet browser, the first page to show up will be the Notebook Dashboard. The Dashboard allows you to view and work with your Notebooks, files, and folders." ] }, { "cell_type": "code", "execution_count": 17, "metadata": {}, "outputs": [ { "data": { "image/png": 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", "text/plain": [ "" ] }, "execution_count": 17, "metadata": {}, "output_type": "execute_result" } ], "source": [ "Image(os.path.join('pyintro_resources/img', 'Jupyter_dashboard.png'))" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "\n", "### Creating a new Notebook" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "To create a new notebook, click on one of the options in the Dashboard Launcher." ] }, { "cell_type": "code", "execution_count": 18, "metadata": {}, "outputs": [ { "data": { "text/html": [ "" ], "text/plain": [ "" ] }, "execution_count": 18, "metadata": {}, "output_type": "execute_result" } ], "source": [ "HTML('')" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "\n", "### Opening an existing Notebook" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "To open an existing notebook, click on the Notebook name in the Dashboard." ] }, { "cell_type": "code", "execution_count": 19, "metadata": {}, "outputs": [ { "data": { "text/html": [ "" ], "text/plain": [ "" ] }, "execution_count": 19, "metadata": {}, "output_type": "execute_result" } ], "source": [ "HTML('')" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "\n", "### Working with Files and Folders on the Dashboard" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "- The Launcher tab can also be used to create new files or folders, or open a new terminal session. Scroll down to see all the options.\n", "- The Upload button, located to the left of the New dropdown box, can be used to upload a file to the Dashboard from your computer.\n", "- Clicking the Selection toggle, located to the left of the each file or folder, can be used for common actions such as renaming, copying, moving, viewing, or deleting that item. The menu appears near the top of the Dashboard. The options available will change depending on the item you select and its current state, for example, you can use this to shut down a running Notebook.\n", "\n", "These components are highlighted in the following image." ] }, { "cell_type": "code", "execution_count": 20, "metadata": {}, "outputs": [ { "data": { "image/png": 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", "text/plain": [ "" ] }, "execution_count": 20, "metadata": {}, "output_type": "execute_result" } ], "source": [ "Image(os.path.join('pyintro_resources/img', 'Jupyter_select_annotate.png'))" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "\n", "## The Notebook Window" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Once you open a Jupyter Notebook, you can interact with it or edit it in the Notebook Window. An example of this interface is displayed below." ] }, { "cell_type": "code", "execution_count": 21, "metadata": {}, "outputs": [ { "data": { "image/png": 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", "text/plain": [ "" ] }, "execution_count": 21, "metadata": {}, "output_type": "execute_result" } ], "source": [ "Image(os.path.join('pyintro_resources/img', 'Jupyter_notebook_head.png'))" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "\n", "### Running A Cell" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "To run a cell or cells, first select the cells you want to run, and then you can either:\n", "- select Cell -> Run Cells in the Menu Bar\n", "- press the Run button in the Tool Bar\n", "- press Enter (or Shift+Return)" ] }, { "cell_type": "code", "execution_count": 22, "metadata": { "scrolled": false }, "outputs": [ { "data": { "text/html": [ "" ], "text/plain": [ "" ] }, "execution_count": 22, "metadata": {}, "output_type": "execute_result" } ], "source": [ "HTML('')" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "\n", "### Saving the Notebook" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "To save the notebook, hit the save button. The Checkpoint Status at the top of the Notebook Window will update." ] }, { "cell_type": "code", "execution_count": 23, "metadata": {}, "outputs": [ { "data": { "text/html": [ "" ], "text/plain": [ "" ] }, "execution_count": 23, "metadata": {}, "output_type": "execute_result" } ], "source": [ "HTML('')" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "\n", "## Diving deeper into the Notebook Window" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "There are multiple ways to trigger each command you will use when working with a Jupyter Notebook. Commands can be accessed using the Menu Bar or Keyboard Shortcuts. Common commands are also present on the Tool Bar." ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "\n", "### The Menu Bar and Tool Bar" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "The Menu Bar contains dropdown menus for selecting commands." ] }, { "cell_type": "code", "execution_count": 24, "metadata": {}, "outputs": [ { "data": { "image/png": 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"text/plain": [ "" ] }, "execution_count": 24, "metadata": {}, "output_type": "execute_result" } ], "source": [ "Image(os.path.join('pyintro_resources/img', 'menu_bar.png'))" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "The Tool Bar has buttons for easy access to commonly used commands." ] }, { "cell_type": "code", "execution_count": 25, "metadata": {}, "outputs": [ { "data": { "image/png": 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", "text/plain": [ "" ] }, "execution_count": 25, "metadata": {}, "output_type": "execute_result" } ], "source": [ "Image(os.path.join('pyintro_resources/img', 'tool_bar.png'))" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "\n", "### Finding More Shortcuts" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "A variety of Keyboard Shortcuts are available to make editing and running Notebooks quick. If you want to look up a specific shortcut, the Command Palette, highlighted below, is a useful resource." ] }, { "cell_type": "code", "execution_count": 26, "metadata": {}, "outputs": [ { "data": { "image/png": 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", "text/plain": [ "" ] }, "execution_count": 26, "metadata": {}, "output_type": "execute_result" } ], "source": [ "Image(os.path.join('pyintro_resources/img', 'tool_bar_shortcut.png'))" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "This is what the Command Palette looks when opened:" ] }, { "cell_type": "code", "execution_count": 27, "metadata": {}, "outputs": [ { "data": { "image/png": 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", "text/plain": [ "" ] }, "execution_count": 27, "metadata": {}, "output_type": "execute_result" } ], "source": [ "Image(os.path.join('pyintro_resources/img', 'keyboard_shortcuts.png'))" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "\n", "### Getting Help" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Additional resources are available under the Help menu dropdown. You can take an interactive tour of the Notebook interface, view and edit Keyboard Shortcuts, and find links to external help resources for both Jupyter Notebooks, Python, and common libraries." ] }, { "cell_type": "code", "execution_count": 28, "metadata": {}, "outputs": [ { "data": { "image/png": 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"text/plain": [ "" ] }, "execution_count": 28, "metadata": {}, "output_type": "execute_result" } ], "source": [ "Image(os.path.join('pyintro_resources/img', 'menu_bar_help.png'))" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "\n", "## Basic Notebook Editing" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Jupyter notebooks have two modes for interaction, Command Mode and Edit Mode. To build your own notebook, you will need to create new cells in Command Mode and edit their contents in Edit Mode." ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "\n", "### Command Mode vs Edit Mode" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Command Mode is used to select cells and view or edit the notebook as a whole by adding, deleting, running cells, and changing their properties. In Edit Mode, on the other hand, you can change what a certain cell contains.\n", "\n", "Switch from Command Mode to Edit Mode by clicking on a cell (you may need to click multiple times), or by pressing Esc.\n", "\n", "Switch from Edit Mode to Command Mode by pressing Return or by running a cell." ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "\n", "### Creating Cells" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "To create a new cell, you can either:\n", "- select Insert -> Insert Cell Above or Insert -> Insert Cell Below in the Menu Bar\n", "- press the Insert Cell Below Button in the Tool Bar\n", "- press a or b in Command Mode (inserts cell above or below)\n", "\n", "Also, if you run the last cell in a Notebook, a new cell is typically created below." ] }, { "cell_type": "code", "execution_count": 29, "metadata": {}, "outputs": [ { "data": { "text/html": [ "" ], "text/plain": [ "" ] }, "execution_count": 29, "metadata": {}, "output_type": "execute_result" } ], "source": [ "HTML('')" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "\n", "### Deleting Cells" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "To delete cells, first select them and you can either:\n", "- select Edit -> Delete Cells in the Menu Bar\n", "- press dd in Command Mode " ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "\n", "### Cell Types" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "There are two basic cell types, Code Cells and Markdown Cells. Code cells are enclosed in a light grey box and run code snippets when you run them. Markdown cells have a white background and are often used to display information using HTML or Markup. You can see the difference between running these two types of cells in the following video:" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "To change a cell type, you can either:\n", "- select Cell -> Cell Type -> Code or Cell -> Cell Type -> Markdown in the Menu Bar\n", "- select the cell type in the dropdown box in the Tool Bar\n", "- press m in Command Mode to switch a code cell to markdown\n", "- press y in Command Mode to switch a code cell to markdown" ] }, { "cell_type": "code", "execution_count": 30, "metadata": {}, "outputs": [ { "data": { "text/html": [ "" ], "text/plain": [ "" ] }, "execution_count": 30, "metadata": {}, "output_type": "execute_result" } ], "source": [ "HTML('')" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "\n", "## Next Steps" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "This was just an quick overview - there is much more you can do using Jupyter Notebooks!\n", ">For a more in depth look at working with Jupyter Notebooks, see the Introduction to Developing with Jupyter Notebooks Notebook!" ] } ], "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": "3.10.2" } }, "nbformat": 4, "nbformat_minor": 2 }