.. _htmlnotebook: ========================= An HTML Notebook IPython ========================= .. seealso:: :ref:`Installation requirements ` for the Notebook. The IPython Notebook consists of two related components: * An JSON based Notebook document format for recording and distributing Python code and rich text. * A web-based user interface for authoring and running notebook documents. The Notebook can be used by starting the Notebook server with the command:: $ ipython notebook Note that by default, the notebook doesn't load pylab, it's just a normal IPython session like any other. If you want pylab support, you must use:: $ ipython notebook --pylab which will behave similar to the terminal and Qt console versions, using your default matplotlib backend and providing floating interactive plot windows. If you want inline figures, you must manually select the ``inline`` backend:: $ ipython notebook --pylab=inline You can start the notebook to communicate via a secure protocol mode using a self-signed certificate by typing:: $ ipython notebook --certfile=mycert.pem .. note:: A self-signed certificate can be generated with openssl. For example: openssl req -x509 -nodes -days 365 -newkey rsa:1024 -keyout mycert.pem -out mycert.pem This server uses the same ZeroMQ-based two process kernel architecture as the QT Console as well Tornado for serving HTTP/S requests. Some of the main features of the Notebook include: * Display rich data (png/html/latex/svg) in the browser as a result of computations. * Compose text cells using HTML and Markdown. * Import and export notebook documents in range of formats (.ipynb, .py). * In browser syntax highlighting, tab completion and autoindentation. * Inline matplotlib plots that can be stored in Notebook documents and opened later. See :ref:`our installation documentation ` for directions on how to install the notebook and its dependencies. .. note:: You can start more than one notebook server at the same time, if you want to work on notebooks in different directories. By default the first notebook server starts in port 8888, later notebooks search for random ports near that one. You can also manually specify the port with the ``--port`` option. Basic Usage =========== The landing page of the notebook server application, which we call the IPython Notebook *dashboard*, shows the notebooks currently available in the directory in which the application was started, and allows you to create new notebooks. A notebook is a combination of two things: 1. An interactive session connected to an IPython kernel, controlled by a web application that can send input to the console and display many types of output (text, graphics, mathematics and more). This is the same kernel used by the :ref:`Qt console `, but in this case the web console sends input in persistent cells that you can edit in-place instead of the vertically scrolling terminal style used by the Qt console. 2. A document that can save the inputs and outputs of the session as well as additional text that accompanies the code but is not meant for execution. In this way, notebook files serve as a complete computational record of a session including explanatory text and mathematics, code and resulting figures. These documents are internally JSON files and are saved with the ``.ipynb`` extension. If you have ever used the Mathematica or Sage notebooks (the latter is also web-based__) you should feel right at home. If you have not, you should be able to learn how to use it in just a few minutes. .. __: http://sagenb.org Creating and editing notebooks ------------------------------ You can create new notebooks from the dashboard with the ``New Notebook`` button or open existing ones by clicking on their name. Once in a notebook, your browser tab will reflect the name of that notebook (prefixed with "IPy:"). The URL for that notebook is not meant to be human-readable and is *not* persistent across invocations of the notebook server. You can also drag and drop into the area listing files any python file: it will be imported into a notebook with the same name (but ``.ipynb`` extension) located in the directory where the notebook server was started. This notebook will consist of a single cell with all the code in the file, which you can later manually partition into individual cells for gradual execution, add text and graphics, etc. Workflow and limitations ------------------------ The normal workflow in a notebook is quite similar to a normal IPython session, with the difference that you can edit a cell in-place multiple times until you obtain the desired results rather than having to rerun separate scripts with the ``%run`` magic (though magics also work in the notebook). Typically you'll work on a problem in pieces, organizing related pieces into cells and moving forward as previous parts work correctly. This is much more convenient for interactive exploration than breaking up a computation into scripts that must be executed together, especially if parts of them take a long time to run (In the traditional terminal-based IPython, you can use tricks with namespaces and ``%run -i`` to achieve this capability, but we think the notebook is a more natural solution for that kind of problem). The only significant limitation the notebook currently has, compared to the qt console, is that it can not run any code that expects input from the kernel (such as scripts that call :func:`raw_input`). Very importantly, this means that the ``%debug`` magic does *not* work in the notebook! We intend to correct this limitation, but in the meantime, there is a way to debug problems in the notebook: you can attach a Qt console to your existing notebook kernel, and run ``%debug`` from the Qt console. If your notebook is running on a local computer (i.e. if you are accessing it via your localhost address at 127.0.0.1), you can just type ``%qtconsole`` in the notebook and a Qt console will open up connected to that same kernel. In general, the notebook server prints the full details of how to connect to each kernel at the terminal, with lines like: [IPKernelApp] To connect another client to this kernel, use: [IPKernelApp] --existing kernel-3bb93edd-6b5a-455c-99c8-3b658f45dde5.json This is the name of a JSON file that contains all the port and validation information necessary to connect to the kernel. You can manually start a qt console with:: ipython qtconsole --existing kernel-3bb93edd-6b5a-455c-99c8-3b658f45dde5.json and if you only have a single kernel running, simply typing:: ipython qtconsole --existing will automatically find it (it will always find the most recently started kernel if there is more than one). You can also request this connection data by typing ``%connect_info``; this will print the same file information as well as the content of the JSON data structure it contains. Text input ---------- In addition to code cells and the output they produce (such as figures), you can also type text not meant for execution. To type text, change the type of a cell from ``Code`` to ``Markdown`` by using the button or the :kbd:`Ctrl-m m` keybinding (see below). You can then type any text in Markdown_ syntax, as well as mathematical expressions if you use ``$...$`` for inline math or ``$$...$$`` for displayed math. Exporting a notebook -------------------- If you want to provide others with a static HTML or PDF view of your notebook, use the ``Print`` button. This opens a static view of the document, which you can print to PDF using your operating system's facilities, or save to a file with your web browser's 'Save' option (note that typically, this will create both an html file *and* a directory called `notebook_name_files` next to it that contains all the necessary style information, so if you intend to share this, you must send the directory along with the main html file). The `Download` button lets you save a notebook file to the Download area configured by your web browser (particularly useful if you are running the notebook server on a remote host and need a file locally). The notebook is saved by default with the ``.ipynb`` extension and the files contain JSON data that is not meant for human editing or consumption. But you can always export the input part of a notebook to a plain python script by choosing Python format in the `Download` drop list. This removes all output and saves the text cells in comment areas. .. warning:: While in simple cases you can roundtrip a notebook to Python, edit the python file and import it back without loss, this is in general *not guaranteed to work at all*. As the notebook format evolves in complexity, there will be attributes of the notebook that will not survive a roundtrip through the Python form. You should think of the Python format as a way to output a script version of a notebook and the import capabilities as a way to load existing code to get a notebook started. But the Python version is *not* an alternate notebook format. Keyboard use ------------ All actions in the notebook can be achieved with the mouse, but we have also added keyboard shortcuts for the most common ones, so that productive use of the notebook can be achieved with minimal mouse intervention. The main key bindings you need to remember are: * :kbd:`Shift-Enter`: execute the current cell (similar to the Qt console), show output (if any) and create a new cell below. Note that in the notebook, simply using :kbd:`Enter` *never* forces execution, it simply inserts a new line in the current cell. Therefore, in the notebook you must always use :kbd:`Shift-Enter` to get execution (or use the mouse and click on the ``Run Selected`` button). * :kbd:`Ctrl-Enter`: execute the current cell in "terminal mode", where any output is shown but the cursor stays in the current cell, whose input area is flushed empty. This is convenient to do quick in-place experiments or query things like filesystem content without creating additional cells you may not want saved in your notebook. * :kbd:`Ctrl-m`: this is the prefix for all other keybindings, which consist of an additional single letter. Type :kbd:`Ctrl-m h` (that is, the sole letter :kbd:`h` after :kbd:`Ctrl-m`) and IPython will show you the remaining available keybindings. Notebook document format ========================