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livebook
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Automate code & data workflows with interactive notebooks
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<h1> <a href="https://livebook.dev/" target="_blank"> <img src="https://github.com/livebook-dev/livebook/raw/main/static/images/logo-with-text.png" alt="Livebook" width="400"> </a></h1>[](https://livebook.dev/) [](https://hex.pm/packages/livebook)Livebook is a web application for writing interactive and collaborative code notebooks. It features: * Code notebooks with Markdown support and Code cells where Elixir code is evaluated on demand. * Rich code editor through [Monaco](https://microsoft.github.io/monaco-editor/): with support for autocompletion, inline documentation, code formatting, etc. * Interactive results via [Kino](https://github.com/elixir-nx/kino): display [Vega-Lite charts](https://vega.github.io/vega-lite/), tables, maps, and more. * Automation: use Smart cells to perform high-level tasks and write notebooks faster than ever. Query databases, plot charts, build maps, and more directly from Livebook's UI. * Reproducible: Livebook ensures your code runs in a predictable order, all the way down to package management. It also tracks your notebook state, annotating which parts are stale. * Collaboration: multiple users can work on the same notebook at once, no additional setup required. * Decentralized: Livebook is open-source and you can run it anywhere. The ["Run in Livebook" badge](https://livebook.dev/badge) makes it easy to import any Livebook into your own Livebook. * Versionable: notebooks are stored in the `.livemd` format, which is a subset of Markdown with support for diagrams via [Mermaid](https://mermaid-js.github.io/mermaid) and for mathematical formulas via [KaTex](https://katex.org/). `.livemd` files can be shared and play well with version control. * Custom runtimes: when executing Elixir code, you can either start a fresh Elixir instance, connect to an existing node, or run it inside an existing Elixir project, with access to all of its modules and dependencies. This means Livebook can be a great tool to introspect and document existing projects too.## Getting startedHead out to [the Install section](https://livebook.dev/#install) of Livebook's website to get started. Once Livebook is up and running on your machine, **visit the "Learn" section** with introductory guides and documentation on several Livebook features. Here is a sneak peak of the "Welcome to Livebook" guide:For screencasts and news, check out [news.livebook.dev](https://news.livebook.dev/).## InstallationWe provide several methods for running Livebook,pick the one that best fits your use case.### On the cloud * [Launch a Livebook instance close to you on Fly.io](https://fly.io/launch/livebook)### Desktop app * [Download the installer for Mac and Windows from our homepage](https://livebook.dev/#install) * Latest stable builds: [Mac (Universal)](https://livebook.dev/releases/latest/LivebookInstall-latest-macos-universal.dmg), [Windows](https://livebook.dev/releases/latest/LivebookInstall-latest-windows-x86_64.exe) * Nightly builds: [Mac (Universal)](https://livebook.dev/releases/nightly/LivebookInstall-nightly-macos-universal.dmg), [Windows](https://livebook.dev/releases/nightly/LivebookInstall-nightly-windows-x86_64.exe) * Builds for particular Livebook version are available on our [GitHub releases](https://github.com/livebook-dev/livebook/releases).### DockerRunning Livebook using Docker is a great option for cloud deploymentsand also for local usage in case you don't have Elixir installed.```shell# Running with the default configurationdocker run -p 8080:8080 -p 8081:8081 --pull always ghcr.io/livebook-dev/livebook# In order to access and save notebooks directly to your machine# you can mount a local directory into the container.# Make sure to specify the user with "-u $(id -u):$(id -g)"# so that the created files have proper permissionsdocker run -p 8080:8080 -p 8081:8081 --pull always -u $(id -u):$(id -g) -v $(pwd):/data ghcr.io/livebook-dev/livebook# You can configure Livebook using environment variables,# for all options see the dedicated "Environment variables" section belowdocker run -p 8080:8080 -p 8081:8081 --pull always -e LIVEBOOK_PASSWORD="securesecret" ghcr.io/livebook-dev/livebook```For CUDA support, [see images with the "cuda" tag](https://github.com/livebook-dev/livebook/pkgs/container/livebook).To try out features from the main branch you can alternativelyuse the `ghcr.io/livebook-dev/livebook:edge` image.See [Livebook images](https://github.com/livebook-dev/livebook/pkgs/container/livebook).### Embedded devicesIf you want to run Livebook on embedded devices, such as Raspberry Pi, BeagleBone, etc.,check out [our Livebook firmware](https://github.com/livebook-dev/nerves_livebook) builtwith [Nerves](https://www.nerves-project.org/).### Direct installation with ElixirYou can run Livebook on your own machine using just Elixir. You will need[Elixir v1.14.2](https://elixir-lang.org/install.html) or later.Livebook also requires the following Erlang applications: `inets`,`os_mon`, `runtime_tools`, `ssl` and `xmerl`. Those applications comewith most Erlang distributions but certain package managers may splitthem apart. For example, on Ubuntu, these Erlang applications canbe installed as follows:```shellsudo apt install erlang-inets erlang-os-mon erlang-runtime-tools erlang-ssl erlang-xmerl erlang-dev erlang-parsetools```#### EscriptRunning Livebook using Escript makes for a very convenient optionfor local usage and provides easy configuration via CLI options.```shellmix do local.rebar --force, local.hex --forcemix escript.install hex livebook# Start the Livebook serverlivebook server# See all the configuration optionslivebook server --help```After you install the escript, make sure you add the directory whereElixir keeps escripts to your [$PATH](https://en.wikipedia.org/wiki/PATH_(variable)).If you installed Elixir with `asdf`, you'll need to run `asdf reshim elixir`once the escript is built.To try out features from the main branch you can alternativelyinstall the escript directly from GitHub like this:```shellmix escript.install github livebook-dev/livebook```#### MixYou can run latest Livebook directly with Mix.```shellgit clone https://github.com/livebook-dev/livebook.gitcd livebookmix deps.get --only prod# Run the Livebook serverMIX_ENV=prod mix phx.server```## Security considerationsLivebook is built to document and execute code. Anyone with access to a Livebook instancewill be able to access any file and execute any code in the machine Livebook is running.For this reason, Livebook only binds to the 127.0.0.1, allowing access to happen only withinthe current machine. When running Livebook in the production environment - the recommendedenvironment - we also generate a token on initialization and we only allow access to theLivebook if said token is supplied as part of the URL.## Environment variables<!-- Environment variables -->The following environment variables can be used to configure Livebook on boot: * LIVEBOOK_ALLOW_URI_SCHEMES - sets additional allowed hyperlink schemes to the Markdown content. Livebook sanitizes links in Markdown, allowing only a few standard schemes by default (such as http and https). Set it to a comma-separated list of schemes. * LIVEBOOK_APP_SERVICE_NAME - sets the application name used by the cloud provider to aid debugging. * LIVEBOOK_APP_SERVICE_URL - sets the application url to manage this Livebook instance within the cloud provider platform. * LIVEBOOK_APPS_PATH - the directory with app notebooks. When set, the apps are deployed on Livebook startup with the persisted settings. Password-protected notebooks will receive a random password, unless LIVEBOOK_APPS_PATH_PASSWORD is set. * LIVEBOOK_APPS_PATH_PASSWORD - the password to use for all protected apps deployed from LIVEBOOK_APPS_PATH. * LIVEBOOK_BASE_URL_PATH - sets the base url path the web application is served on. Useful when deploying behind a reverse proxy. * LIVEBOOK_COOKIE - sets the cookie for running Livebook in a cluster. Defaults to a random string that is generated on boot. * LIVEBOOK_DATA_PATH - the directory to store Livebook's internal configuration. Defaults to "livebook" under the default user data directory. * LIVEBOOK_DEFAULT_RUNTIME - sets the runtime type that is used by default when none is started explicitly for the given notebook. Must be either "standalone" (Elixir standalone), "attached:NODE:COOKIE" (Attached node) or "embedded" (Embedded). Defaults to "standalone". * LIVEBOOK_DISTRIBUTION - sets the node distribution for running Livebook in a cluster. Must be "name" (long names) or "sname" (short names). Note that this sets RELEASE_DISTRIBUTION if present when creating a release. Defaults to "sname". * LIVEBOOK_FORCE_SSL_HOST - sets a host to redirect to if the request is not over HTTP. Note it does not apply when accessing Livebook via localhost. Defaults to nil. * LIVEBOOK_HOME - sets the home path for the Livebook instance. This is the default path used on file selection screens and others. Defaults to the user's operating system home. * LIVEBOOK_IDENTITY_PROVIDER - controls whether Zero Trust Authentication must be used as the identity provider. This is useful when deploying Livebook inside a cloud platform, such as Cloudflare and Google. Supported values are: * "cloudflare:<your-team-name (domain)>" * "google_iap:<your-audience (aud)>" * LIVEBOOK_IFRAME_PORT - sets the port that Livebook serves iframes at. This is relevant only when running Livebook without TLS. Defaults to 8081. * LIVEBOOK_IFRAME_URL - sets the URL that Livebook loads iframes from. By default iframes are loaded from local LIVEBOOK_IFRAME_PORT when accessing Livebook over http:// and from https://livebookusercontent.com when accessing over https://. * LIVEBOOK_IP - sets the ip address to start the web application on. Must be a valid IPv4 or IPv6 address. * LIVEBOOK_NODE - sets the node name for running Livebook in a cluster. Note that this sets RELEASE_NODE if present when creating a release. * LIVEBOOK_PASSWORD - sets a password that must be used to access Livebook. Must be at least 12 characters. Defaults to token authentication. * LIVEBOOK_PORT - sets the port Livebook runs on. If you want to run multiple instances on the same domain with the same credentials but on different ports, you also need to set LIVEBOOK_SECRET_KEY_BASE. Defaults to 8080. If set to 0, a random port will be picked. * LIVEBOOK_SECRET_KEY_BASE - sets a secret key that is used to sign and encrypt the session and other payloads used by Livebook. Must be at least 64 characters long and it can be generated by commands such as: 'openssl rand -base64 48'. Defaults to a random secret on every boot. * LIVEBOOK_SHUTDOWN_ENABLED - controls if a shutdown button should be shown in the homepage. Set it to "true" to enable it. * LIVEBOOK_TOKEN_ENABLED - controls whether token authentication is enabled. Enabled by default unless LIVEBOOK_PASSWORD is set. Set it to "false" to disable it. * LIVEBOOK_UPDATE_INSTRUCTIONS_URL - sets the URL to direct the user to for updating Livebook when a new version becomes available. * LIVEBOOK_WITHIN_IFRAME - controls if the application is running inside an iframe. Set it to "true" to enable it. If you do enable it, then the application must run with HTTPS.<!-- Environment variables -->When running Livebook Desktop, Livebook will invoke on boot a file named`~/.livebookdesktop.sh` on macOS or `%USERPROFILE%\.livebookdesktop.bat`on Windows. This file can set environment variables used by Livebook,such as: * [the `PATH` environment variable](https://en.wikipedia.org/wiki/PATH_(variable)) * set `LIVEBOOK_DISTRIBUTION=name` to enable notebooks to communicate with nodes in other machines * or to configure the Erlang VM, for instance, by setting `ERL_AFLAGS="-proto_dist inet6_tcp"` if you need Livebook to run over IPv6Be careful when modifying boot files, Livebook may be unable to start ifconfigured incorrectly.If running Livebook via the command line, run `livebook server --help` to seeall CLI-specific options.## DevelopmentLivebook is primarily a Phoenix web application and can be setup as such:```shellgit clone https://github.com/livebook-dev/livebook.gitcd livebookmix setup# Run the Livebook servermix phx.server# Run testsmix test```Once you submit a pull request, [Uffizzi](https://www.uffizzi.com) will setupa preview environment where anyone can try out your changes and give feedback.### Livebook DesktopFor macOS, run:```shell# Test macOS app locally(cd rel/app/macos && ./run.sh)# Build macOS installer.github/scripts/app/build_macos.sh```For Windows, run:```shell# Test Windows app locally(cd rel/app/windows && ./run.sh)# Build Windows installer.github/scripts/app/build_windows.sh```## SponsorsLivebook development is sponsored by:<a href="https://fly.io" target=_blank><img src="https://fly.io/public/images/brand/logo.svg" width="320" /></a>## SupportersMachine Learning and Neural Network models hosted by:<a href="https://huggingface.co/" target=_blank><img src="https://huggingface.co/datasets/huggingface/brand-assets/resolve/main/hf-logo-with-title.png" width="320" /></a>Our CI server and desktop app for macOS are powered by:<a href="https://www.macstadium.com" target="_blank"><img src="https://user-images.githubusercontent.com/9582/151619816-b7794798-8261-46c8-bb88-d12108e3ff12.png" width="320" /></a>## LicenseCopyright (C) 2021 DashbitLicensed under the Apache License, Version 2.0 (the "License");you may not use this file except in compliance with the License.You may obtain a copy of the License at [http://www.apache.org/licenses/LICENSE-2.0](http://www.apache.org/licenses/LICENSE-2.0)Unless required by applicable law or agreed to in writing, softwaredistributed under the License is distributed on an "AS IS" BASIS,WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.See the License for the specific language governing permissions andlimitations under the License.