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For that purpose, we use\nthe cryptography Python library to encrypt connection passwords. Unfortunately, this library has OS\nlevel dependencies."),(0,r.yg)("p",null,(0,r.yg)("strong",{parentName:"p"},"Debian and Ubuntu")),(0,r.yg)("p",null,"The following command will ensure that the required dependencies are installed:"),(0,r.yg)("pre",null,(0,r.yg)("code",{parentName:"pre"},"sudo apt-get install build-essential libssl-dev libffi-dev python-dev python-pip libsasl2-dev libldap2-dev default-libmysqlclient-dev\n")),(0,r.yg)("p",null,"In Ubuntu 20.04 the following command will ensure that the required dependencies are installed:"),(0,r.yg)("pre",null,(0,r.yg)("code",{parentName:"pre"},"sudo apt-get install build-essential libssl-dev libffi-dev python3-dev python3-pip libsasl2-dev libldap2-dev default-libmysqlclient-dev\n")),(0,r.yg)("p",null,(0,r.yg)("strong",{parentName:"p"},"Fedora and RHEL-derivative Linux distributions")),(0,r.yg)("p",null,"Install the following packages using the ",(0,r.yg)("inlineCode",{parentName:"p"},"yum")," package manager:"),(0,r.yg)("pre",null,(0,r.yg)("code",{parentName:"pre"},"sudo yum install gcc gcc-c++ libffi-devel python-devel python-pip python-wheel openssl-devel cyrus-sasl-devel openldap-devel\n")),(0,r.yg)("p",null,"In more recent versions of CentOS and Fedora, you may need to install a slightly different set of packages using ",(0,r.yg)("inlineCode",{parentName:"p"},"dnf"),":"),(0,r.yg)("pre",null,(0,r.yg)("code",{parentName:"pre"},"sudo dnf install gcc gcc-c++ libffi-devel python3-devel python3-pip python3-wheel openssl-devel cyrus-sasl-devel openldap-devel\n")),(0,r.yg)("p",null,"Also, on CentOS, you may need to upgrade pip for the install to work:"),(0,r.yg)("pre",null,(0,r.yg)("code",{parentName:"pre"},"pip3 install --upgrade pip\n")),(0,r.yg)("p",null,(0,r.yg)("strong",{parentName:"p"},"Mac OS X")),(0,r.yg)("p",null,"If you're not on the latest version of OS X, we recommend upgrading because we've found that many\nissues people have run into are linked to older versions of Mac OS X. After updating, install the\nlatest version of XCode command line tools:"),(0,r.yg)("pre",null,(0,r.yg)("code",{parentName:"pre"},"xcode-select --install\n")),(0,r.yg)("p",null,"We don't recommend using the system installed Python. Instead, first install the\n",(0,r.yg)("a",{parentName:"p",href:"https://brew.sh/"},"homebrew")," manager and then run the following commands:"),(0,r.yg)("pre",null,(0,r.yg)("code",{parentName:"pre"},"brew install readline pkg-config libffi openssl mysql postgresql@14\n")),(0,r.yg)("p",null,"You should install a recent version of Python. Refer to the ",(0,r.yg)("a",{parentName:"p",href:"https://github.com/apache/superset/blob/master/setup.py"},"setup.py")," file for a list of Python versions officially supported by Superset. 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Additional docker images published for newer versions of Python can be found in ",(0,r.yg)("a",{parentName:"p",href:"https://github.com/apache/superset/blob/master/scripts/build_docker.py"},"this file"),".")),(0,r.yg)("p",null,"Let's also make sure we have the latest version of ",(0,r.yg)("inlineCode",{parentName:"p"},"pip")," and ",(0,r.yg)("inlineCode",{parentName:"p"},"setuptools"),":"),(0,r.yg)("pre",null,(0,r.yg)("code",{parentName:"pre"},"pip install --upgrade setuptools pip\n")),(0,r.yg)("p",null,"Lastly, you may need to set LDFLAGS and CFLAGS for certain Python packages to properly build. You can export these variables with:"),(0,r.yg)("pre",null,(0,r.yg)("code",{parentName:"pre"},'export LDFLAGS="-L$(brew --prefix openssl)/lib"\nexport CFLAGS="-I$(brew --prefix openssl)/include"\n')),(0,r.yg)("p",null,"These will now be available when pip installing requirements."),(0,r.yg)("h3",{id:"python-virtual-environment"},"Python Virtual Environment"),(0,r.yg)("p",null,"We highly recommend installing Superset inside of a virtual environment. Python ships with\n",(0,r.yg)("inlineCode",{parentName:"p"},"virtualenv")," out of the box. If you're using ",(0,r.yg)("a",{parentName:"p",href:"https://github.com/pyenv/pyenv"},"pyenv"),", you can install ",(0,r.yg)("a",{parentName:"p",href:"https://github.com/pyenv/pyenv-virtualenv"},"pyenv-virtualenv"),". 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In particular, Superset will not start without a user-specified value of ",(0,a.yg)("inlineCode",{parentName:"p"},"SECRET_KEY")," in a Superset config file or ",(0,a.yg)("inlineCode",{parentName:"p"},"SUPERSET_SECRET_KEY")," as an ",(0,a.yg)("a",{parentName:"p",href:"https://github.com/apache/superset/blob/master/docker/.env-non-dev"},"environment variable"),". Please see ",(0,a.yg)("a",{parentName:"p",href:"/docs/installation/configuring-superset/"},"Configuring Superset")," for more details.")),(0,a.yg)("admonition",{type:"caution"},(0,a.yg)("p",{parentName:"admonition"},"All of the content belonging to a Superset instance - charts, dashboards, users, etc. - is stored in its metadata database. In production, this database should be backed up.\nThe default installation with docker compose will store that data in a PostgreSQL database contained in a Docker ",(0,a.yg)("a",{parentName:"p",href:"https://docs.docker.com/storage/volumes/"},"volume"),",\nwhich is not backed up.  To avoid risking data loss, either use a managed database for your metadata (recommended) or perform your own regular backups by extracting\nand storing the contents of the default PostgreSQL database from its volume (here's an\n",(0,a.yg)("a",{parentName:"p",href:"https://stackoverflow.com/questions/24718706/backup-restore-a-dockerized-postgresql-database"},"example of how to dump and restore"),").")),(0,a.yg)("p",null,"You should see a wall of logging output from the containers being launched on your machine. Once\nthis output slows, you should have a running instance of Superset on your local machine!  To\navoid the wall of text on future runs, add the ",(0,a.yg)("inlineCode",{parentName:"p"},"-d")," option to the end of the ",(0,a.yg)("inlineCode",{parentName:"p"},"docker compose up")," command."),(0,a.yg)("h4",{id:"configuring-docker-compose"},"Configuring Docker Compose"),(0,a.yg)("p",null,"The following is for users who want to configure how Superset runs in Docker Compose; otherwise, you can skip to the next section."),(0,a.yg)("p",null,"You can install additional python packages and apply config overrides by following the steps mentioned in ",(0,a.yg)("a",{parentName:"p",href:"https://github.com/apache/superset/tree/master/docker#configuration"},"docker/README.md")),(0,a.yg)("p",null,"You can configure the Docker Compose environment variables for dev and non-dev mode with ",(0,a.yg)("inlineCode",{parentName:"p"},"docker/.env")," and ",(0,a.yg)("inlineCode",{parentName:"p"},"docker/.env-non-dev")," respectively. These environment files set the environment for most containers in the Docker Compose setup, and some variables affect multiple containers and others only single ones."),(0,a.yg)("p",null,"One important variable is ",(0,a.yg)("inlineCode",{parentName:"p"},"SUPERSET_LOAD_EXAMPLES")," which determines whether the ",(0,a.yg)("inlineCode",{parentName:"p"},"superset_init")," container will populate example data and visualizations into the metadata database. These examples are helpful for learning and testing out Superset but unnecessary for experienced users and production deployments. The loading process can sometimes take a few minutes and a good amount of CPU, so you may want to disable it on a resource-constrained device."),(0,a.yg)("admonition",{type:"note"},(0,a.yg)("p",{parentName:"admonition"},"Users often want to connect to other databases from Superset. Currently, the easiest way to do this is to modify the ",(0,a.yg)("inlineCode",{parentName:"p"},"docker-compose-non-dev.yml")," file and add your database as a service that the other services depend on (via ",(0,a.yg)("inlineCode",{parentName:"p"},"x-superset-depends-on"),"). Others have attempted to set ",(0,a.yg)("inlineCode",{parentName:"p"},"network_mode: host")," on the Superset services, but these generally break the installation, because the configuration requires use of the Docker Compose DNS resolver for the service names. If you have a good solution for this, let us know!")),(0,a.yg)("admonition",{type:"note"},(0,a.yg)("p",{parentName:"admonition"},"Superset uses ",(0,a.yg)("a",{parentName:"p",href:"https://about.scarf.sh/scarf-gateway"},"Scarf Gateway")," to collect telemetry data. Knowing the installation counts for different Superset versions informs the project's decisions about patching and long-term support. Scarf purges personally identifiable information (PII) and provides only aggregated statistics."),(0,a.yg)("p",{parentName:"admonition"},"To opt-out of this data collection for packages downloaded through the Scarf Gateway by your docker compose based installation, edit the ",(0,a.yg)("inlineCode",{parentName:"p"},"x-superset-image:")," line in your ",(0,a.yg)("inlineCode",{parentName:"p"},"docker-compose.yml")," and ",(0,a.yg)("inlineCode",{parentName:"p"},"docker-compose-non-dev.yml")," files, replacing ",(0,a.yg)("inlineCode",{parentName:"p"},"apachesuperset.docker.scarf.sh/apache/superset")," with ",(0,a.yg)("inlineCode",{parentName:"p"},"apache/superset")," to pull the image directly from Docker Hub."),(0,a.yg)("p",{parentName:"admonition"},"To disable the Scarf telemetry pixel, set the ",(0,a.yg)("inlineCode",{parentName:"p"},"SCARF_ANALYTICS")," environment variable to ",(0,a.yg)("inlineCode",{parentName:"p"},"False")," in your terminal and/or in your ",(0,a.yg)("inlineCode",{parentName:"p"},"docker/.env")," and ",(0,a.yg)("inlineCode",{parentName:"p"},"docker/.env-non-dev")," files.")),(0,a.yg)("h3",{id:"4-log-in-to-superset"},"4. Log in to Superset"),(0,a.yg)("p",null,"Your local Superset instance also includes a Postgres server to store your data and is already\npre-loaded with some example datasets that ship with Superset. You can access Superset now via your\nweb browser by visiting ",(0,a.yg)("inlineCode",{parentName:"p"},"http://localhost:8088"),". Note that many browsers now default to ",(0,a.yg)("inlineCode",{parentName:"p"},"https")," - if\nyours is one of them, please make sure it uses ",(0,a.yg)("inlineCode",{parentName:"p"},"http"),"."),(0,a.yg)("p",null,"Log in with the default username and password:"),(0,a.yg)("pre",null,(0,a.yg)("code",{parentName:"pre",className:"language-bash"},"username: admin\n")),(0,a.yg)("pre",null,(0,a.yg)("code",{parentName:"pre",className:"language-bash"},"password: admin\n")),(0,a.yg)("h3",{id:"5-connecting-superset-to-your-local-database-instance"},"5. Connecting Superset to your local database instance"),(0,a.yg)("p",null,"When running Superset using ",(0,a.yg)("inlineCode",{parentName:"p"},"docker")," or ",(0,a.yg)("inlineCode",{parentName:"p"},"docker compose")," it runs in its own docker container, as if the Superset was running in a separate machine entirely. Therefore attempts to connect to your local database with the hostname ",(0,a.yg)("inlineCode",{parentName:"p"},"localhost")," won't work as ",(0,a.yg)("inlineCode",{parentName:"p"},"localhost")," refers to the docker container Superset is running in, and not your actual host machine. Fortunately, docker provides an easy way to access network resources in the host machine from inside a container, and we will leverage this capability to connect to our local database instance."),(0,a.yg)("p",null,"Here the instructions are for connecting to postgresql (which is running on your host machine) from Superset (which is running in its docker container). Other databases may have slightly different configurations but gist would be same and boils down to 2 steps -"),(0,a.yg)("ol",null,(0,a.yg)("li",{parentName:"ol"},(0,a.yg)("strong",{parentName:"li"},"(Mac users may skip this step)")," Configuring the local postgresql/database instance to accept public incoming connections. By default, postgresql only allows incoming connections from ",(0,a.yg)("inlineCode",{parentName:"li"},"localhost")," and under Docker, unless you use ",(0,a.yg)("inlineCode",{parentName:"li"},"--network=host"),", ",(0,a.yg)("inlineCode",{parentName:"li"},"localhost")," will refer to different endpoints on the host machine and in a docker container respectively. Allowing postgresql to accept connections from the Docker involves making one-line changes to the files ",(0,a.yg)("inlineCode",{parentName:"li"},"postgresql.conf")," and ",(0,a.yg)("inlineCode",{parentName:"li"},"pg_hba.conf"),"; you can find helpful links tailored to your OS / PG version on the web easily for this task. For Docker it suffices to only whitelist IPs ",(0,a.yg)("inlineCode",{parentName:"li"},"172.0.0.0/8")," instead of ",(0,a.yg)("inlineCode",{parentName:"li"},"*"),", but in any case you are ",(0,a.yg)("em",{parentName:"li"},"warned")," that doing this in a production database ",(0,a.yg)("em",{parentName:"li"},"may")," have disastrous consequences as you are opening your database to the public internet."),(0,a.yg)("li",{parentName:"ol"},"Instead of ",(0,a.yg)("inlineCode",{parentName:"li"},"localhost"),", try using ",(0,a.yg)("inlineCode",{parentName:"li"},"host.docker.internal")," (Mac users, Ubuntu) or ",(0,a.yg)("inlineCode",{parentName:"li"},"172.18.0.1")," (Linux users) as the hostname when attempting to connect to the database. This is a Docker internal detail -- what is happening is that, in Mac systems, Docker Desktop creates a dns entry for the hostname ",(0,a.yg)("inlineCode",{parentName:"li"},"host.docker.internal")," which resolves to the correct address for the host machine, whereas in Linux this is not the case (at least by default). If neither of these 2 hostnames work then you may want to find the exact hostname you want to use, for that you can do ",(0,a.yg)("inlineCode",{parentName:"li"},"ifconfig")," or ",(0,a.yg)("inlineCode",{parentName:"li"},"ip addr show")," and look at the IP address of ",(0,a.yg)("inlineCode",{parentName:"li"},"docker0")," interface that must have been created by Docker for you. Alternately if you don't even see the ",(0,a.yg)("inlineCode",{parentName:"li"},"docker0")," interface try (if needed with sudo) ",(0,a.yg)("inlineCode",{parentName:"li"},"docker network inspect bridge")," and see if there is an entry for ",(0,a.yg)("inlineCode",{parentName:"li"},'"Gateway"')," and note the IP address.")))}u.isMDXComponent=!0}}]);
\ No newline at end of file
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Install a Docker Engine and Docker Compose",id:"1-install-a-docker-engine-and-docker-compose",level:3},{value:"2. Clone Superset&#39;s GitHub repository",id:"2-clone-supersets-github-repository",level:3},{value:"3. Launch Superset Through Docker Compose",id:"3-launch-superset-through-docker-compose",level:3},{value:"Configuring Docker Compose",id:"configuring-docker-compose",level:4},{value:"4. Log in to Superset",id:"4-log-in-to-superset",level:3},{value:"5. Connecting Superset to your local database instance",id:"5-connecting-superset-to-your-local-database-instance",level:3}],c={toc:p},d="wrapper";function u(e){let{components:n,...o}=e;return(0,a.yg)(d,(0,t.c)({},c,o,{components:n,mdxType:"MDXLayout"}),(0,a.yg)("h2",{id:"installing-superset-locally-using-docker-compose"},"Installing Superset Locally Using Docker Compose"),(0,a.yg)("p",null,"The fastest way to try Superset locally is using Docker and Docker Compose on a Linux or Mac OSX\ncomputer. Superset does not have official support for Windows, so we have provided a VM workaround\nbelow."),(0,a.yg)("h3",{id:"1-install-a-docker-engine-and-docker-compose"},"1. Install a Docker Engine and Docker Compose"),(0,a.yg)("p",null,(0,a.yg)("strong",{parentName:"p"},"Mac OSX")),(0,a.yg)("p",null,(0,a.yg)("a",{parentName:"p",href:"https://docs.docker.com/docker-for-mac/install/"},"Install Docker for Mac"),", which includes the Docker\nengine and a recent version of ",(0,a.yg)("inlineCode",{parentName:"p"},"docker compose")," out of the box."),(0,a.yg)("p",null,'Once you have Docker for Mac installed, open up the preferences pane for Docker, go to the\n"Resources" section and increase the allocated memory to 6GB. With only the 2GB of RAM allocated by\ndefault, Superset will fail to start.'),(0,a.yg)("p",null,(0,a.yg)("strong",{parentName:"p"},"Linux")),(0,a.yg)("p",null,(0,a.yg)("a",{parentName:"p",href:"https://docs.docker.com/engine/install/"},"Install Docker on Linux")," by following Docker\u2019s\ninstructions for whichever flavor of Linux suits you. Because ",(0,a.yg)("inlineCode",{parentName:"p"},"docker compose")," is not installed as\npart of the base Docker installation on Linux, once you have a working engine, follow the\n",(0,a.yg)("a",{parentName:"p",href:"https://docs.docker.com/compose/install/"},"docker compose installation instructions")," for Linux."),(0,a.yg)("p",null,(0,a.yg)("strong",{parentName:"p"},"Windows")),(0,a.yg)("p",null,"Superset is not officially supported on Windows unfortunately. One option for Windows users to\ntry out Superset locally is to install an Ubuntu Desktop VM via\n",(0,a.yg)("a",{parentName:"p",href:"https://www.virtualbox.org/"},"VirtualBox")," and proceed with the Docker on Linux instructions inside\nof that VM. We recommend assigning at least 8GB of RAM to the virtual machine as well as\nprovisioning a hard drive of at least 40GB, so that there will be enough space for both the OS and\nall of the required dependencies. Docker Desktop ",(0,a.yg)("a",{parentName:"p",href:"https://docs.docker.com/docker-for-windows/wsl/"},"recently added support for Windows Subsystem for Linux (WSL) 2"),", which may be another option."),(0,a.yg)("h3",{id:"2-clone-supersets-github-repository"},"2. Clone Superset's GitHub repository"),(0,a.yg)("p",null,(0,a.yg)("a",{parentName:"p",href:"https://github.com/apache/superset"},"Clone Superset's repo")," in your terminal with the\nfollowing command:"),(0,a.yg)("pre",null,(0,a.yg)("code",{parentName:"pre",className:"language-bash"},"git clone https://github.com/apache/superset.git\n")),(0,a.yg)("p",null,"Once that command completes successfully, you should see a new ",(0,a.yg)("inlineCode",{parentName:"p"},"superset")," folder in your\ncurrent directory."),(0,a.yg)("h3",{id:"3-launch-superset-through-docker-compose"},"3. Launch Superset Through Docker Compose"),(0,a.yg)("p",null,"Navigate to the folder you created in step 1:"),(0,a.yg)("pre",null,(0,a.yg)("code",{parentName:"pre",className:"language-bash"},"cd superset\n")),(0,a.yg)("p",null,"When working on master branch, run the following commands to run ",(0,a.yg)("inlineCode",{parentName:"p"},"development")," mode using ",(0,a.yg)("inlineCode",{parentName:"p"},"docker compose"),":"),(0,a.yg)("pre",null,(0,a.yg)("code",{parentName:"pre",className:"language-bash"},"docker compose up\n")),(0,a.yg)("admonition",{type:"tip"},(0,a.yg)("p",{parentName:"admonition"},"When running in development mode the ",(0,a.yg)("inlineCode",{parentName:"p"},"superset-node")," container needs to finish building assets in order for the UI to render properly. If you would just like to try out Superset without making any code changes follow the steps documented for ",(0,a.yg)("inlineCode",{parentName:"p"},"production")," or a specific version below.")),(0,a.yg)("p",null,"When working on master branch, run the following commands to run ",(0,a.yg)("inlineCode",{parentName:"p"},"production")," mode using ",(0,a.yg)("inlineCode",{parentName:"p"},"docker compose"),":"),(0,a.yg)("pre",null,(0,a.yg)("code",{parentName:"pre",className:"language-bash"},"docker compose -f docker-compose-non-dev.yml pull\ndocker compose -f docker-compose-non-dev.yml up\n")),(0,a.yg)("p",null,"Alternatively, you can also run a specific version of Superset by first checking out\nthe branch/tag, and then starting ",(0,a.yg)("inlineCode",{parentName:"p"},"docker compose")," with the ",(0,a.yg)("inlineCode",{parentName:"p"},"TAG")," variable.\nFor example, to run the 3.0.0 version, run the following commands on Linux-based systems:"),(0,a.yg)("pre",null,(0,a.yg)("code",{parentName:"pre",className:"language-bash"},"git checkout 3.0.0\nTAG=3.0.0 docker compose -f docker-compose-non-dev.yml pull\nTAG=3.0.0 docker compose -f docker-compose-non-dev.yml up\n")),(0,a.yg)("p",null,"If you are using Docker Desktop for Windows then run the following commands:"),(0,a.yg)("pre",null,(0,a.yg)("code",{parentName:"pre",className:"language-bash"},"git checkout 3.0.0\nset TAG=3.0.0\ndocker compose -f docker-compose-non-dev.yml pull\ndocker compose -f docker-compose-non-dev.yml up\n")),(0,a.yg)("admonition",{type:"tip"},(0,a.yg)("p",{parentName:"admonition"},"Note that some configuration is mandatory for production instances of Superset. In particular, Superset will not start without a user-specified value of ",(0,a.yg)("inlineCode",{parentName:"p"},"SECRET_KEY")," in a Superset config file or ",(0,a.yg)("inlineCode",{parentName:"p"},"SUPERSET_SECRET_KEY")," as an ",(0,a.yg)("a",{parentName:"p",href:"https://github.com/apache/superset/blob/master/docker/.env-non-dev"},"environment variable"),". Please see ",(0,a.yg)("a",{parentName:"p",href:"/docs/installation/configuring-superset/"},"Configuring Superset")," for more details.")),(0,a.yg)("admonition",{type:"caution"},(0,a.yg)("p",{parentName:"admonition"},"All of the content belonging to a Superset instance - charts, dashboards, users, etc. - is stored in its metadata database. In production, this database should be backed up.\nThe default installation with docker compose will store that data in a PostgreSQL database contained in a Docker ",(0,a.yg)("a",{parentName:"p",href:"https://docs.docker.com/storage/volumes/"},"volume"),",\nwhich is not backed up.  To avoid risking data loss, either use a managed database for your metadata (recommended) or perform your own regular backups by extracting\nand storing the contents of the default PostgreSQL database from its volume (here's an\n",(0,a.yg)("a",{parentName:"p",href:"https://stackoverflow.com/questions/24718706/backup-restore-a-dockerized-postgresql-database"},"example of how to dump and restore"),").")),(0,a.yg)("p",null,"You should see a wall of logging output from the containers being launched on your machine. Once\nthis output slows, you should have a running instance of Superset on your local machine!  To\navoid the wall of text on future runs, add the ",(0,a.yg)("inlineCode",{parentName:"p"},"-d")," option to the end of the ",(0,a.yg)("inlineCode",{parentName:"p"},"docker compose up")," command."),(0,a.yg)("h4",{id:"configuring-docker-compose"},"Configuring Docker Compose"),(0,a.yg)("p",null,"The following is for users who want to configure how Superset runs in Docker Compose; otherwise, you can skip to the next section."),(0,a.yg)("p",null,"You can install additional python packages and apply config overrides by following the steps mentioned in ",(0,a.yg)("a",{parentName:"p",href:"https://github.com/apache/superset/tree/master/docker#configuration"},"docker/README.md")),(0,a.yg)("p",null,"You can configure the Docker Compose environment variables for dev and non-dev mode with ",(0,a.yg)("inlineCode",{parentName:"p"},"docker/.env")," and ",(0,a.yg)("inlineCode",{parentName:"p"},"docker/.env-non-dev")," respectively. These environment files set the environment for most containers in the Docker Compose setup, and some variables affect multiple containers and others only single ones."),(0,a.yg)("p",null,"One important variable is ",(0,a.yg)("inlineCode",{parentName:"p"},"SUPERSET_LOAD_EXAMPLES")," which determines whether the ",(0,a.yg)("inlineCode",{parentName:"p"},"superset_init")," container will populate example data and visualizations into the metadata database. These examples are helpful for learning and testing out Superset but unnecessary for experienced users and production deployments. The loading process can sometimes take a few minutes and a good amount of CPU, so you may want to disable it on a resource-constrained device."),(0,a.yg)("admonition",{type:"note"},(0,a.yg)("p",{parentName:"admonition"},"Users often want to connect to other databases from Superset. Currently, the easiest way to do this is to modify the ",(0,a.yg)("inlineCode",{parentName:"p"},"docker-compose-non-dev.yml")," file and add your database as a service that the other services depend on (via ",(0,a.yg)("inlineCode",{parentName:"p"},"x-superset-depends-on"),"). Others have attempted to set ",(0,a.yg)("inlineCode",{parentName:"p"},"network_mode: host")," on the Superset services, but these generally break the installation, because the configuration requires use of the Docker Compose DNS resolver for the service names. If you have a good solution for this, let us know!")),(0,a.yg)("admonition",{type:"note"},(0,a.yg)("p",{parentName:"admonition"},"Superset uses ",(0,a.yg)("a",{parentName:"p",href:"https://about.scarf.sh/scarf-gateway"},"Scarf Gateway")," to collect telemetry data. Knowing the installation counts for different Superset versions informs the project's decisions about patching and long-term support. Scarf purges personally identifiable information (PII) and provides only aggregated statistics."),(0,a.yg)("p",{parentName:"admonition"},"To opt-out of this data collection for packages downloaded through the Scarf Gateway by your docker compose based installation, edit the ",(0,a.yg)("inlineCode",{parentName:"p"},"x-superset-image:")," line in your ",(0,a.yg)("inlineCode",{parentName:"p"},"docker-compose.yml")," and ",(0,a.yg)("inlineCode",{parentName:"p"},"docker-compose-non-dev.yml")," files, replacing ",(0,a.yg)("inlineCode",{parentName:"p"},"apachesuperset.docker.scarf.sh/apache/superset")," with ",(0,a.yg)("inlineCode",{parentName:"p"},"apache/superset")," to pull the image directly from Docker Hub."),(0,a.yg)("p",{parentName:"admonition"},"To disable the Scarf telemetry pixel, set the ",(0,a.yg)("inlineCode",{parentName:"p"},"SCARF_ANALYTICS")," environment variable to ",(0,a.yg)("inlineCode",{parentName:"p"},"False")," in your terminal and/or in your ",(0,a.yg)("inlineCode",{parentName:"p"},"docker/.env")," and ",(0,a.yg)("inlineCode",{parentName:"p"},"docker/.env-non-dev")," files.")),(0,a.yg)("h3",{id:"4-log-in-to-superset"},"4. Log in to Superset"),(0,a.yg)("p",null,"Your local Superset instance also includes a Postgres server to store your data and is already\npre-loaded with some example datasets that ship with Superset. You can access Superset now via your\nweb browser by visiting ",(0,a.yg)("inlineCode",{parentName:"p"},"http://localhost:8088"),". Note that many browsers now default to ",(0,a.yg)("inlineCode",{parentName:"p"},"https")," - if\nyours is one of them, please make sure it uses ",(0,a.yg)("inlineCode",{parentName:"p"},"http"),"."),(0,a.yg)("p",null,"Log in with the default username and password:"),(0,a.yg)("pre",null,(0,a.yg)("code",{parentName:"pre",className:"language-bash"},"username: admin\n")),(0,a.yg)("pre",null,(0,a.yg)("code",{parentName:"pre",className:"language-bash"},"password: admin\n")),(0,a.yg)("h3",{id:"5-connecting-superset-to-your-local-database-instance"},"5. Connecting Superset to your local database instance"),(0,a.yg)("p",null,"When running Superset using ",(0,a.yg)("inlineCode",{parentName:"p"},"docker")," or ",(0,a.yg)("inlineCode",{parentName:"p"},"docker compose")," it runs in its own docker container, as if the Superset was running in a separate machine entirely. Therefore attempts to connect to your local database with the hostname ",(0,a.yg)("inlineCode",{parentName:"p"},"localhost")," won't work as ",(0,a.yg)("inlineCode",{parentName:"p"},"localhost")," refers to the docker container Superset is running in, and not your actual host machine. Fortunately, docker provides an easy way to access network resources in the host machine from inside a container, and we will leverage this capability to connect to our local database instance."),(0,a.yg)("p",null,"Here the instructions are for connecting to postgresql (which is running on your host machine) from Superset (which is running in its docker container). Other databases may have slightly different configurations but gist would be same and boils down to 2 steps -"),(0,a.yg)("ol",null,(0,a.yg)("li",{parentName:"ol"},(0,a.yg)("strong",{parentName:"li"},"(Mac users may skip this step)")," Configuring the local postgresql/database instance to accept public incoming connections. By default, postgresql only allows incoming connections from ",(0,a.yg)("inlineCode",{parentName:"li"},"localhost")," and under Docker, unless you use ",(0,a.yg)("inlineCode",{parentName:"li"},"--network=host"),", ",(0,a.yg)("inlineCode",{parentName:"li"},"localhost")," will refer to different endpoints on the host machine and in a docker container respectively. Allowing postgresql to accept connections from the Docker involves making one-line changes to the files ",(0,a.yg)("inlineCode",{parentName:"li"},"postgresql.conf")," and ",(0,a.yg)("inlineCode",{parentName:"li"},"pg_hba.conf"),"; you can find helpful links tailored to your OS / PG version on the web easily for this task. For Docker it suffices to only whitelist IPs ",(0,a.yg)("inlineCode",{parentName:"li"},"172.0.0.0/8")," instead of ",(0,a.yg)("inlineCode",{parentName:"li"},"*"),", but in any case you are ",(0,a.yg)("em",{parentName:"li"},"warned")," that doing this in a production database ",(0,a.yg)("em",{parentName:"li"},"may")," have disastrous consequences as you are opening your database to the public internet."),(0,a.yg)("li",{parentName:"ol"},"Instead of ",(0,a.yg)("inlineCode",{parentName:"li"},"localhost"),", try using ",(0,a.yg)("inlineCode",{parentName:"li"},"host.docker.internal")," (Mac users, Ubuntu) or ",(0,a.yg)("inlineCode",{parentName:"li"},"172.18.0.1")," (Linux users) as the hostname when attempting to connect to the database. This is a Docker internal detail -- what is happening is that, in Mac systems, Docker Desktop creates a dns entry for the hostname ",(0,a.yg)("inlineCode",{parentName:"li"},"host.docker.internal")," which resolves to the correct address for the host machine, whereas in Linux this is not the case (at least by default). If neither of these 2 hostnames work then you may want to find the exact hostname you want to use, for that you can do ",(0,a.yg)("inlineCode",{parentName:"li"},"ifconfig")," or ",(0,a.yg)("inlineCode",{parentName:"li"},"ip addr show")," and look at the IP address of ",(0,a.yg)("inlineCode",{parentName:"li"},"docker0")," interface that must have been created by Docker for you. 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For that purpose, we use\nthe cryptography Python library to encrypt connection passwords. Unfortunately, this library has OS\nlevel dependencies."),(0,r.yg)("p",null,(0,r.yg)("strong",{parentName:"p"},"Debian and Ubuntu")),(0,r.yg)("p",null,"The following command will ensure that the required dependencies are installed:"),(0,r.yg)("pre",null,(0,r.yg)("code",{parentName:"pre"},"sudo apt-get install build-essential libssl-dev libffi-dev python-dev python-pip libsasl2-dev libldap2-dev default-libmysqlclient-dev\n")),(0,r.yg)("p",null,"In Ubuntu 20.04 the following command will ensure that the required dependencies are installed:"),(0,r.yg)("pre",null,(0,r.yg)("code",{parentName:"pre"},"sudo apt-get install build-essential libssl-dev libffi-dev python3-dev python3-pip libsasl2-dev libldap2-dev default-libmysqlclient-dev\n")),(0,r.yg)("p",null,(0,r.yg)("strong",{parentName:"p"},"Fedora and RHEL-derivative Linux distributions")),(0,r.yg)("p",null,"Install the following packages using the ",(0,r.yg)("inlineCode",{parentName:"p"},"yum")," package manager:"),(0,r.yg)("pre",null,(0,r.yg)("code",{parentName:"pre"},"sudo yum install gcc gcc-c++ libffi-devel python-devel python-pip python-wheel openssl-devel cyrus-sasl-devel openldap-devel\n")),(0,r.yg)("p",null,"In more recent versions of CentOS and Fedora, you may need to install a slightly different set of packages using ",(0,r.yg)("inlineCode",{parentName:"p"},"dnf"),":"),(0,r.yg)("pre",null,(0,r.yg)("code",{parentName:"pre"},"sudo dnf install gcc gcc-c++ libffi-devel python3-devel python3-pip python3-wheel openssl-devel cyrus-sasl-devel openldap-devel\n")),(0,r.yg)("p",null,"Also, on CentOS, you may need to upgrade pip for the install to work:"),(0,r.yg)("pre",null,(0,r.yg)("code",{parentName:"pre"},"pip3 install --upgrade pip\n")),(0,r.yg)("p",null,(0,r.yg)("strong",{parentName:"p"},"Mac OS X")),(0,r.yg)("p",null,"If you're not on the latest version of OS X, we recommend upgrading because we've found that many\nissues people have run into are linked to older versions of Mac OS X. After updating, install the\nlatest version of XCode command line tools:"),(0,r.yg)("pre",null,(0,r.yg)("code",{parentName:"pre"},"xcode-select --install\n")),(0,r.yg)("p",null,"We don't recommend using the system installed Python. Instead, first install the\n",(0,r.yg)("a",{parentName:"p",href:"https://brew.sh/"},"homebrew")," manager and then run the following commands:"),(0,r.yg)("pre",null,(0,r.yg)("code",{parentName:"pre"},"brew install readline pkg-config libffi openssl mysql postgresql@14\n")),(0,r.yg)("p",null,"You should install a recent version of Python. Refer to the ",(0,r.yg)("a",{parentName:"p",href:"https://github.com/apache/superset/blob/master/setup.py"},"setup.py")," file for a list of Python versions officially supported by Superset. We'd recommend using a Python version manager like ",(0,r.yg)("a",{parentName:"p",href:"https://github.com/pyenv/pyenv"},"pyenv")," (and also ",(0,r.yg)("a",{parentName:"p",href:"https://github.com/pyenv/pyenv-virtualenv"},"pyenv-virtualenv"),")."),(0,r.yg)("admonition",{type:"tip"},(0,r.yg)("p",{parentName:"admonition"},"To identify the Python version used by the official docker image, see the ",(0,r.yg)("a",{parentName:"p",href:"https://github.com/apache/superset/blob/master/Dockerfile"},"Dockerfile"),". Additional docker images published for newer versions of Python can be found in ",(0,r.yg)("a",{parentName:"p",href:"https://github.com/apache/superset/blob/master/scripts/build_docker.py"},"this file"),".")),(0,r.yg)("p",null,"Let's also make sure we have the latest version of ",(0,r.yg)("inlineCode",{parentName:"p"},"pip")," and ",(0,r.yg)("inlineCode",{parentName:"p"},"setuptools"),":"),(0,r.yg)("pre",null,(0,r.yg)("code",{parentName:"pre"},"pip install --upgrade setuptools pip\n")),(0,r.yg)("p",null,"Lastly, you may need to set LDFLAGS and CFLAGS for certain Python packages to properly build. You can export these variables with:"),(0,r.yg)("pre",null,(0,r.yg)("code",{parentName:"pre"},'export LDFLAGS="-L$(brew --prefix openssl)/lib"\nexport CFLAGS="-I$(brew --prefix openssl)/include"\n')),(0,r.yg)("p",null,"These will now be available when pip installing requirements."),(0,r.yg)("h3",{id:"python-virtual-environment"},"Python Virtual Environment"),(0,r.yg)("p",null,"We highly recommend installing Superset inside of a virtual environment. Python ships with\n",(0,r.yg)("inlineCode",{parentName:"p"},"virtualenv")," out of the box. If you're using ",(0,r.yg)("a",{parentName:"p",href:"https://github.com/pyenv/pyenv"},"pyenv"),", you can install ",(0,r.yg)("a",{parentName:"p",href:"https://github.com/pyenv/pyenv-virtualenv"},"pyenv-virtualenv"),". Or you can install it with ",(0,r.yg)("inlineCode",{parentName:"p"},"pip"),":"),(0,r.yg)("pre",null,(0,r.yg)("code",{parentName:"pre"},"pip install virtualenv\n")),(0,r.yg)("p",null,"You can create and activate a virtual environment using:"),(0,r.yg)("pre",null,(0,r.yg)("code",{parentName:"pre"},"# virtualenv is shipped in Python 3.6+ as venv instead of pyvenv.\n# See https://docs.python.org/3.6/library/venv.html\npython3 -m venv venv\n. venv/bin/activate\n")),(0,r.yg)("p",null,"Or with pyenv-virtualenv:"),(0,r.yg)("pre",null,(0,r.yg)("code",{parentName:"pre"},"# Here we name the virtual env 'superset'\npyenv virtualenv superset\npyenv activate superset\n")),(0,r.yg)("p",null,"Once you activated your virtual environment, all of the Python packages you install or uninstall\nwill be confined to this environment. You can exit the environment by running ",(0,r.yg)("inlineCode",{parentName:"p"},"deactivate")," on the\ncommand line."),(0,r.yg)("h3",{id:"installing-and-initializing-superset"},"Installing and Initializing Superset"),(0,r.yg)("p",null,"First, start by installing ",(0,r.yg)("inlineCode",{parentName:"p"},"apache-superset"),":"),(0,r.yg)("pre",null,(0,r.yg)("code",{parentName:"pre"},"pip install apache-superset\n")),(0,r.yg)("p",null,"Then, you need to initialize the database:"),(0,r.yg)("pre",null,(0,r.yg)("code",{parentName:"pre"},"superset db upgrade\n")),(0,r.yg)("admonition",{type:"tip"},(0,r.yg)("p",{parentName:"admonition"},"Note that some configuration is mandatory for production instances of Superset. In particular, Superset will not start without a user-specified value of SECRET_KEY. Please see ",(0,r.yg)("a",{parentName:"p",href:"/docs/installation/configuring-superset"},"Configuring Superset"),".")),(0,r.yg)("p",null,"Finish installing by running through the following commands:"),(0,r.yg)("pre",null,(0,r.yg)("code",{parentName:"pre"},"# Create an admin user in your metadata database (use `admin` as username to be able to load the examples)\nexport FLASK_APP=superset\nsuperset fab create-admin\n\n# Load some data to play with\nsuperset load_examples\n\n# Create default roles and permissions\nsuperset init\n\n# To start a development web server on port 8088, use -p to bind to another port\nsuperset run -p 8088 --with-threads --reload --debugger\n")),(0,r.yg)("p",null,"If everything worked, you should be able to navigate to ",(0,r.yg)("inlineCode",{parentName:"p"},"hostname:port")," in your browser (e.g.\nlocally by default at ",(0,r.yg)("inlineCode",{parentName:"p"},"localhost:8088"),") and login using the username and password you created."))}y.isMDXComponent=!0}}]);
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It\nis fast, lightweight, intuitive, and loaded with options that make it easy for users of all skill\nsets to explore and visualize their data, from simple pie charts to highly detailed deck.gl\ngeospatial charts."),(0,n.yg)("p",null,"Here are a ",(0,n.yg)("strong",{parentName:"p"},"few different ways you can get started with Superset"),":"),(0,n.yg)("ul",null,(0,n.yg)("li",{parentName:"ul"},"Try a ",(0,n.yg)("a",{parentName:"li",href:"/docs/quickstart"},"Quickstart deployment"),", which runs a single Docker container"),(0,n.yg)("li",{parentName:"ul"},"Install Superset ",(0,n.yg)("a",{parentName:"li",href:"/docs/installation/installing-superset-from-pypi/"},"from PyPI")),(0,n.yg)("li",{parentName:"ul"},"Deploy Superset ",(0,n.yg)("a",{parentName:"li",href:"/docs/installation/installing-superset-using-docker-compose"},"using Docker Compose")),(0,n.yg)("li",{parentName:"ul"},"Deploy Superset ",(0,n.yg)("a",{parentName:"li",href:"/docs/installation/running-on-kubernetes"},"with Kubernetes")),(0,n.yg)("li",{parentName:"ul"},"Download the ",(0,n.yg)("a",{parentName:"li",href:"https://dist.apache.org/repos/dist/release/superset/"},"source code from Apache Foundation's website"))),(0,n.yg)("h4",{id:"video-overview"},"Video Overview"),(0,n.yg)("p",null,(0,n.yg)("a",{parentName:"p",href:"https://user-images.githubusercontent.com/64562059/234390129-321d4f35-cb4b-45e8-89d9-20ae292f34fc.mp4"},"https://user-images.githubusercontent.com/64562059/234390129-321d4f35-cb4b-45e8-89d9-20ae292f34fc.mp4")),(0,n.yg)("h4",{id:"features"},"Features"),(0,n.yg)("p",null,"Superset provides:"),(0,n.yg)("ul",null,(0,n.yg)("li",{parentName:"ul"},"An intuitive interface for visualizing datasets and crafting interactive dashboards"),(0,n.yg)("li",{parentName:"ul"},"A wide array of beautiful visualizations to showcase your data"),(0,n.yg)("li",{parentName:"ul"},"Code-free visualization builder to extract and present datasets"),(0,n.yg)("li",{parentName:"ul"},"A world-class SQL IDE for preparing data for visualization, including a rich metadata browser"),(0,n.yg)("li",{parentName:"ul"},"A lightweight semantic layer which empowers data analysts to quickly define custom dimensions and metrics"),(0,n.yg)("li",{parentName:"ul"},"Out-of-the-box support for ",(0,n.yg)("a",{parentName:"li",href:"/docs/databases/installing-database-drivers/"},"most SQL-speaking databases")),(0,n.yg)("li",{parentName:"ul"},"Seamless, in-memory asynchronous caching and queries"),(0,n.yg)("li",{parentName:"ul"},"An extensible security model that allows configuration of very intricate rules on who can access which product features and datasets."),(0,n.yg)("li",{parentName:"ul"},"Integration with major authentication backends (database, OpenID, LDAP, OAuth, REMOTE_USER, etc)"),(0,n.yg)("li",{parentName:"ul"},"The ability to add custom visualization plugins"),(0,n.yg)("li",{parentName:"ul"},"An API for programmatic customization"),(0,n.yg)("li",{parentName:"ul"},"A cloud-native architecture designed from the ground up for scale")),(0,n.yg)("h4",{id:"backend-technology"},"Backend Technology"),(0,n.yg)("p",null,"Superset is cloud-native and designed to be highly available. It was designed to scale out to large,\ndistributed environments and works very well inside containers. 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on:"),(0,r.yg)("ul",null,(0,r.yg)("li",{parentName:"ul"},(0,r.yg)("a",{parentName:"li",href:"https://artifacthub.io/packages/helm/bitnami/redis"},"bitnami/redis")),(0,r.yg)("li",{parentName:"ul"},(0,r.yg)("a",{parentName:"li",href:"https://artifacthub.io/packages/helm/bitnami/postgresql"},"bitnami/postgresql"))),(0,r.yg)("p",null,"More info down below on some important overrides you might need."),(0,r.yg)("ol",{start:4},(0,r.yg)("li",{parentName:"ol"},"Install and run")),(0,r.yg)("pre",null,(0,r.yg)("code",{parentName:"pre",className:"language-sh"},"helm upgrade --install --values my-values.yaml superset superset/superset\n")),(0,r.yg)("p",null,"You should see various pods popping up, such as:"),(0,r.yg)("pre",null,(0,r.yg)("code",{parentName:"pre",className:"language-sh"},"kubectl get pods\nNAME                                    READY   STATUS      RESTARTS   AGE\nsuperset-celerybeat-7cdcc9575f-k6xmc    1/1     Running     0          119s\nsuperset-f5c9c667-dw9lp                 1/1     Running     0          4m7s\nsuperset-f5c9c667-fk8bk                 1/1     Running     0          4m11s\nsuperset-init-db-zlm9z                  0/1     Completed   0          111s\nsuperset-postgresql-0                   1/1     Running     0          6d20h\nsuperset-redis-master-0                 1/1     Running     0          6d20h\nsuperset-worker-75b48bbcc-jmmjr         1/1     Running     0          4m8s\nsuperset-worker-75b48bbcc-qrq49         1/1     Running     0          4m12s\n")),(0,r.yg)("p",null,"The exact list will depend on some of your specific configuration overrides but you should generally expect:"),(0,r.yg)("ul",null,(0,r.yg)("li",{parentName:"ul"},"N ",(0,r.yg)("inlineCode",{parentName:"li"},"superset-xxxx-yyyy")," and ",(0,r.yg)("inlineCode",{parentName:"li"},"superset-worker-xxxx-yyyy")," pods (depending on your ",(0,r.yg)("inlineCode",{parentName:"li"},"supersetNode.replicaCount")," and ",(0,r.yg)("inlineCode",{parentName:"li"},"supersetWorker.replicaCount")," values)"),(0,r.yg)("li",{parentName:"ul"},"1 ",(0,r.yg)("inlineCode",{parentName:"li"},"superset-postgresql-0")," depending on your postgres settings"),(0,r.yg)("li",{parentName:"ul"},"1 ",(0,r.yg)("inlineCode",{parentName:"li"},"superset-redis-master-0")," depending on your redis settings"),(0,r.yg)("li",{parentName:"ul"},"1 ",(0,r.yg)("inlineCode",{parentName:"li"},"superset-celerybeat-xxxx-yyyy")," pod if you have ",(0,r.yg)("inlineCode",{parentName:"li"},"supersetCeleryBeat.enabled = true")," in your values overrides")),(0,r.yg)("ol",null,(0,r.yg)("li",{parentName:"ol"},"Access it")),(0,r.yg)("p",null,"The chart will publish appropriate services to expose the Superset UI internally within your k8s cluster. To access it externally you will have to either:"),(0,r.yg)("ul",null,(0,r.yg)("li",{parentName:"ul"},"Configure the Service as a ",(0,r.yg)("inlineCode",{parentName:"li"},"LoadBalancer")," or ",(0,r.yg)("inlineCode",{parentName:"li"},"NodePort")),(0,r.yg)("li",{parentName:"ul"},"Set up an ",(0,r.yg)("inlineCode",{parentName:"li"},"Ingress")," for it - the chart includes a definition, but will need to be tuned to your needs (hostname, tls, annotations etc...)"),(0,r.yg)("li",{parentName:"ul"},"Run ",(0,r.yg)("inlineCode",{parentName:"li"},"kubectl port-forward superset-xxxx-yyyy :8088")," to directly tunnel one pod's port into your localhost")),(0,r.yg)("p",null,"Depending how you configured external access, the URL will vary. Once you've identified the appropriate URL you can log in with:"),(0,r.yg)("ul",null,(0,r.yg)("li",{parentName:"ul"},"user: ",(0,r.yg)("inlineCode",{parentName:"li"},"admin")),(0,r.yg)("li",{parentName:"ul"},"password: ",(0,r.yg)("inlineCode",{parentName:"li"},"admin"))),(0,r.yg)("h3",{id:"important-settings"},"Important settings"),(0,r.yg)("h4",{id:"security-settings"},"Security settings"),(0,r.yg)("p",null,"Default security settings and passwords are included but you ",(0,r.yg)("strong",{parentName:"p"},"SHOULD")," override those with your own, in particular:"),(0,r.yg)("pre",null,(0,r.yg)("code",{parentName:"pre",className:"language-yaml"},"postgresql:\n  postgresqlPassword: superset\n")),(0,r.yg)("p",null,"Make sure, you set a unique strong complex alphanumeric string for your SECRET_KEY and use a tool to help you generate\na sufficiently random sequence."),(0,r.yg)("ul",null,(0,r.yg)("li",{parentName:"ul"},"To generate a good key you can run, ",(0,r.yg)("inlineCode",{parentName:"li"},"openssl rand -base64 42"))),(0,r.yg)("pre",null,(0,r.yg)("code",{parentName:"pre",className:"language-yaml"},"configOverrides:\n  secret: |\n    SECRET_KEY = 'YOUR_OWN_RANDOM_GENERATED_SECRET_KEY'\n")),(0,r.yg)("p",null,"If you want to change the previous secret key then you should rotate the keys.\nDefault secret key for kubernetes deployment is ",(0,r.yg)("inlineCode",{parentName:"p"},"thisISaSECRET_1234")),(0,r.yg)("pre",null,(0,r.yg)("code",{parentName:"pre",className:"language-yaml"},"configOverrides:\n  my_override: |\n    PREVIOUS_SECRET_KEY = 'YOUR_PREVIOUS_SECRET_KEY'\n    SECRET_KEY = 'YOUR_OWN_RANDOM_GENERATED_SECRET_KEY'\ninit:\n  command:\n    - /bin/sh\n    - -c\n    - |\n      . {{ .Values.configMountPath }}/superset_bootstrap.sh\n      superset re-encrypt-secrets\n      . {{ .Values.configMountPath }}/superset_init.sh\n")),(0,r.yg)("admonition",{type:"note"},(0,r.yg)("p",{parentName:"admonition"},"Superset uses ",(0,r.yg)("a",{parentName:"p",href:"https://about.scarf.sh/scarf-gateway"},"Scarf Gateway")," to collect telemetry data.  Knowing the installation counts for different Superset versions informs the  project's decisions about patching and long-term support. Scarf purges personally identifiable information (PII) and provides only aggregated statistics."),(0,r.yg)("p",{parentName:"admonition"},"To opt-out of this data collection in your Helm-based installation, edit the ",(0,r.yg)("inlineCode",{parentName:"p"},"repository:")," line in your ",(0,r.yg)("inlineCode",{parentName:"p"},"helm/superset/values.yaml")," file, replacing ",(0,r.yg)("inlineCode",{parentName:"p"},"apachesuperset.docker.scarf.sh/apache/superset")," with ",(0,r.yg)("inlineCode",{parentName:"p"},"apache/superset")," to pull the image directly from Docker Hub.")),(0,r.yg)("h4",{id:"dependencies"},"Dependencies"),(0,r.yg)("p",null,"Install additional packages and do any other bootstrap configuration in the bootstrap script.\nFor production clusters it's recommended to build own image with this step done in CI."),(0,r.yg)("admonition",{type:"note"},(0,r.yg)("p",{parentName:"admonition"},"Superset requires a Python DB-API database driver and a SQLAlchemy\ndialect to be installed for each datastore you want to connect to."),(0,r.yg)("p",{parentName:"admonition"},"See ",(0,r.yg)("a",{parentName:"p",href:"/docs/databases/installing-database-drivers"},"Install Database Drivers")," for more information.")),(0,r.yg)("p",null,"The following example installs the Big Query and Elasticsearch database drivers so that you can\nconnect to those datasources in your Superset installation:"),(0,r.yg)("pre",null,(0,r.yg)("code",{parentName:"pre",className:"language-yaml"},'bootstrapScript: |\n  #!/bin/bash\n  pip install psycopg2==2.9.6 \\\n    sqlalchemy-bigquery==1.6.1 \\\n    elasticsearch-dbapi==0.2.5 &&\\\n  if [ ! -f ~/bootstrap ]; then echo "Running Superset with uid {{ .Values.runAsUser }}" > ~/bootstrap; fi\n')),(0,r.yg)("h4",{id:"superset_configpy"},"superset_config.py"),(0,r.yg)("p",null,"The default ",(0,r.yg)("inlineCode",{parentName:"p"},"superset_config.py")," is fairly minimal and you will very likely need to extend it. This is done by specifying one or more key/value entries in ",(0,r.yg)("inlineCode",{parentName:"p"},"configOverrides"),", e.g.:"),(0,r.yg)("pre",null,(0,r.yg)("code",{parentName:"pre",className:"language-yaml"},'configOverrides:\n  my_override: |\n    # This will make sure the redirect_uri is properly computed, even with SSL offloading\n    ENABLE_PROXY_FIX = True\n    FEATURE_FLAGS = {\n        "DYNAMIC_PLUGINS": True\n    }\n')),(0,r.yg)("p",null,"Those will be evaluated as Helm templates and therefore will be able to reference other ",(0,r.yg)("inlineCode",{parentName:"p"},"values.yaml")," variables e.g. ",(0,r.yg)("inlineCode",{parentName:"p"},"{{ .Values.ingress.hosts[0] }}")," will resolve to your ingress external domain."),(0,r.yg)("p",null,"The entire ",(0,r.yg)("inlineCode",{parentName:"p"},"superset_config.py")," will be installed as a secret, so it is safe to pass sensitive parameters directly... however it might be more readable to use secret env variables for that."),(0,r.yg)("p",null,"Full python files can be provided by running ",(0,r.yg)("inlineCode",{parentName:"p"},"helm upgrade --install --values my-values.yaml --set-file configOverrides.oauth=set_oauth.py")),(0,r.yg)("h4",{id:"environment-variables"},"Environment Variables"),(0,r.yg)("p",null,"Those can be passed as key/values either with ",(0,r.yg)("inlineCode",{parentName:"p"},"extraEnv")," or ",(0,r.yg)("inlineCode",{parentName:"p"},"extraSecretEnv")," if they're sensitive. They can then be referenced from ",(0,r.yg)("inlineCode",{parentName:"p"},"superset_config.py")," using e.g. ",(0,r.yg)("inlineCode",{parentName:"p"},'os.environ.get("VAR")'),"."),(0,r.yg)("pre",null,(0,r.yg)("code",{parentName:"pre",className:"language-yaml"},'extraEnv:\n  SMTP_HOST: smtp.gmail.com\n  SMTP_USER: user@gmail.com\n  SMTP_PORT: "587"\n  SMTP_MAIL_FROM: user@gmail.com\n\nextraSecretEnv:\n  SMTP_PASSWORD: xxxx\n\nconfigOverrides:\n  smtp: |\n    import ast\n    SMTP_HOST = os.getenv("SMTP_HOST","localhost")\n    SMTP_STARTTLS = ast.literal_eval(os.getenv("SMTP_STARTTLS", "True"))\n    SMTP_SSL = ast.literal_eval(os.getenv("SMTP_SSL", "False"))\n    SMTP_USER = os.getenv("SMTP_USER","superset")\n    SMTP_PORT = os.getenv("SMTP_PORT",25)\n    SMTP_PASSWORD = os.getenv("SMTP_PASSWORD","superset")\n')),(0,r.yg)("h4",{id:"system-packages"},"System packages"),(0,r.yg)("p",null,"If new system packages are required, they can be installed before application startup by overriding the container's ",(0,r.yg)("inlineCode",{parentName:"p"},"command"),", e.g.:"),(0,r.yg)("pre",null,(0,r.yg)("code",{parentName:"pre",className:"language-yaml"},"supersetWorker:\n  command:\n    - /bin/sh\n    - -c\n    - |\n      apt update\n      apt install -y somepackage\n      apt autoremove -yqq --purge\n      apt clean\n\n      # Run celery worker\n      . {{ .Values.configMountPath }}/superset_bootstrap.sh; celery --app=superset.tasks.celery_app:app worker\n")),(0,r.yg)("h4",{id:"data-sources"},"Data sources"),(0,r.yg)("p",null,"Data source definitions can be automatically declared by providing key/value yaml definitions in ",(0,r.yg)("inlineCode",{parentName:"p"},"extraConfigs"),":"),(0,r.yg)("pre",null,(0,r.yg)("code",{parentName:"pre",className:"language-yaml"},'extraConfigs:\n  import_datasources.yaml: |\n    databases:\n    - allow_file_upload: true\n      allow_ctas: true\n      allow_cvas: true\n      database_name: example-db\n      extra: "{\\r\\n    \\"metadata_params\\": {},\\r\\n    \\"engine_params\\": {},\\r\\n    \\"\\\n        metadata_cache_timeout\\": {},\\r\\n    \\"schemas_allowed_for_file_upload\\": []\\r\\n\\\n        }"\n      sqlalchemy_uri: example://example-db.local\n      tables: []\n')),(0,r.yg)("p",null,"Those will also be mounted as secrets and can include sensitive parameters."),(0,r.yg)("h3",{id:"configuration-examples"},"Configuration Examples"),(0,r.yg)("h4",{id:"setting-up-oauth"},"Setting up OAuth"),(0,r.yg)("admonition",{type:"note"},(0,r.yg)("p",{parentName:"admonition"},"OAuth setup requires that the ",(0,r.yg)("a",{parentName:"p",href:"https://authlib.org/"},"authlib")," Python library is installed. This can\nbe done using ",(0,r.yg)("inlineCode",{parentName:"p"},"pip")," by updating the ",(0,r.yg)("inlineCode",{parentName:"p"},"bootstrapScript"),". See the ",(0,r.yg)("a",{parentName:"p",href:"#dependencies"},"Dependencies")," section\nfor more information.")),(0,r.yg)("pre",null,(0,r.yg)("code",{parentName:"pre",className:"language-yaml"},'extraEnv:\n  AUTH_DOMAIN: example.com\n\nextraSecretEnv:\n  GOOGLE_KEY: xxxxxxxxxxxx-xxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxx.apps.googleusercontent.com\n  GOOGLE_SECRET: xxxxxxxxxxxxxxxxxxxxxxxx\n\nconfigOverrides:\n  enable_oauth: |\n    # This will make sure the redirect_uri is properly computed, even with SSL offloading\n    ENABLE_PROXY_FIX = True\n\n    from flask_appbuilder.security.manager import AUTH_OAUTH\n    AUTH_TYPE = AUTH_OAUTH\n    OAUTH_PROVIDERS = [\n        {\n            "name": "google",\n            "icon": "fa-google",\n            "token_key": "access_token",\n            "remote_app": {\n                "client_id": os.getenv("GOOGLE_KEY"),\n                "client_secret": os.getenv("GOOGLE_SECRET"),\n                "api_base_url": "https://www.googleapis.com/oauth2/v2/",\n                "client_kwargs": {"scope": "email profile"},\n                "request_token_url": None,\n                "access_token_url": "https://accounts.google.com/o/oauth2/token",\n                "authorize_url": "https://accounts.google.com/o/oauth2/auth",\n                "authorize_params": {"hd": os.getenv("AUTH_DOMAIN", "")}\n            },\n        }\n    ]\n\n    # Map Authlib roles to superset roles\n    AUTH_ROLE_ADMIN = \'Admin\'\n    AUTH_ROLE_PUBLIC = \'Public\'\n\n    # Will allow user self registration, allowing to create Flask users from Authorized User\n    AUTH_USER_REGISTRATION = True\n\n    # The default user self registration role\n    AUTH_USER_REGISTRATION_ROLE = "Admin"\n')),(0,r.yg)("h4",{id:"enable-alerts-and-reports"},"Enable Alerts and Reports"),(0,r.yg)("p",null,"For this, as per the ",(0,r.yg)("a",{parentName:"p",href:"/docs/installation/email-reports"},"Alerts and Reports doc"),", you will need to:"),(0,r.yg)("h5",{id:"install-a-supported-webdriver-in-the-celery-worker"},"Install a supported webdriver in the Celery worker"),(0,r.yg)("p",null,"This is done either by using a custom image that has the webdriver pre-installed, or installing at startup time by overriding the ",(0,r.yg)("inlineCode",{parentName:"p"},"command"),". Here's a working example for ",(0,r.yg)("inlineCode",{parentName:"p"},"chromedriver"),":"),(0,r.yg)("pre",null,(0,r.yg)("code",{parentName:"pre",className:"language-yaml"},"supersetWorker:\n  command:\n    - /bin/sh\n    - -c\n    - |\n      # Install chrome webdriver\n      # See https://github.com/apache/superset/blob/4fa3b6c7185629b87c27fc2c0e5435d458f7b73d/docs/src/pages/docs/installation/email_reports.mdx\n      apt-get update\n      apt-get install -y wget\n      wget https://dl.google.com/linux/direct/google-chrome-stable_current_amd64.deb\n      apt-get install -y --no-install-recommends ./google-chrome-stable_current_amd64.deb\n      wget https://chromedriver.storage.googleapis.com/88.0.4324.96/chromedriver_linux64.zip\n      apt-get install -y zip\n      unzip chromedriver_linux64.zip\n      chmod +x chromedriver\n      mv chromedriver /usr/bin\n      apt-get autoremove -yqq --purge\n      apt-get clean\n      rm -f google-chrome-stable_current_amd64.deb chromedriver_linux64.zip\n\n      # Run\n      . {{ .Values.configMountPath }}/superset_bootstrap.sh; celery --app=superset.tasks.celery_app:app worker\n")),(0,r.yg)("h5",{id:"run-the-celery-beat"},"Run the Celery beat"),(0,r.yg)("p",null,"This pod will trigger the scheduled tasks configured in the alerts and reports UI section:"),(0,r.yg)("pre",null,(0,r.yg)("code",{parentName:"pre",className:"language-yaml"},"supersetCeleryBeat:\n  enabled: true\n")),(0,r.yg)("h5",{id:"configure-the-appropriate-celery-jobs-and-smtpslack-settings"},"Configure the appropriate Celery jobs and SMTP/Slack settings"),(0,r.yg)("pre",null,(0,r.yg)("code",{parentName:"pre",className:"language-yaml"},'extraEnv:\n  SMTP_HOST: smtp.gmail.com\n  SMTP_USER: user@gmail.com\n  SMTP_PORT: "587"\n  SMTP_MAIL_FROM: user@gmail.com\n\nextraSecretEnv:\n  SLACK_API_TOKEN: xoxb-xxxx-yyyy\n  SMTP_PASSWORD: xxxx-yyyy\n\nconfigOverrides:\n  feature_flags: |\n    import ast\n\n    FEATURE_FLAGS = {\n        "ALERT_REPORTS": True\n    }\n\n    SMTP_HOST = os.getenv("SMTP_HOST","localhost")\n    SMTP_STARTTLS = ast.literal_eval(os.getenv("SMTP_STARTTLS", "True"))\n    SMTP_SSL = ast.literal_eval(os.getenv("SMTP_SSL", "False"))\n    SMTP_USER = os.getenv("SMTP_USER","superset")\n    SMTP_PORT = os.getenv("SMTP_PORT",25)\n    SMTP_PASSWORD = os.getenv("SMTP_PASSWORD","superset")\n    SMTP_MAIL_FROM = os.getenv("SMTP_MAIL_FROM","superset@superset.com")\n\n    SLACK_API_TOKEN = os.getenv("SLACK_API_TOKEN",None)\n  celery_conf: |\n    from celery.schedules import crontab\n\n    class CeleryConfig:\n      broker_url = f"redis://{env(\'REDIS_HOST\')}:{env(\'REDIS_PORT\')}/0"\n      imports = (\n          "superset.sql_lab",\n          "superset.tasks.cache",\n          "superset.tasks.scheduler",\n      )\n      result_backend = f"redis://{env(\'REDIS_HOST\')}:{env(\'REDIS_PORT\')}/0"\n      task_annotations = {\n          "sql_lab.get_sql_results": {\n              "rate_limit": "100/s",\n          },\n      }\n      beat_schedule = {\n          "reports.scheduler": {\n              "task": "reports.scheduler",\n              "schedule": crontab(minute="*", hour="*"),\n          },\n          "reports.prune_log": {\n              "task": "reports.prune_log",\n              \'schedule\': crontab(minute=0, hour=0),\n          },\n          \'cache-warmup-hourly\': {\n              "task": "cache-warmup",\n              "schedule": crontab(minute="*/30", hour="*"),\n              "kwargs": {\n                  "strategy_name": "top_n_dashboards",\n                  "top_n": 10,\n                  "since": "7 days ago",\n              },\n          }\n      }\n\n    CELERY_CONFIG = CeleryConfig\n  reports: |\n    EMAIL_PAGE_RENDER_WAIT = 60\n    WEBDRIVER_BASEURL = "http://{{ template "superset.fullname" . }}:{{ .Values.service.port }}/"\n    WEBDRIVER_BASEURL_USER_FRIENDLY = "https://www.example.com/"\n    WEBDRIVER_TYPE= "chrome"\n    WEBDRIVER_OPTION_ARGS = [\n        "--force-device-scale-factor=2.0",\n        "--high-dpi-support=2.0",\n        "--headless",\n        "--disable-gpu",\n        "--disable-dev-shm-usage",\n        # This is required because our process runs as root (in order to install pip packages)\n        "--no-sandbox",\n        "--disable-setuid-sandbox",\n        "--disable-extensions",\n    ]\n')),(0,r.yg)("h4",{id:"load-the-examples-data-and-dashboards"},"Load the Examples data and dashboards"),(0,r.yg)("p",null,"If you are trying Superset out and want some data and dashboards to explore, you can load some examples by creating a ",(0,r.yg)("inlineCode",{parentName:"p"},"my_values.yaml")," and deploying it as described above in the ",(0,r.yg)("strong",{parentName:"p"},"Configure your setting overrides")," step of the ",(0,r.yg)("strong",{parentName:"p"},"Running")," section.\nTo load the examples, add the following to the ",(0,r.yg)("inlineCode",{parentName:"p"},"my_values.yaml")," file:"),(0,r.yg)("pre",null,(0,r.yg)("code",{parentName:"pre",className:"language-yaml"},"init:\n  loadExamples: true\n")))}d.isMDXComponent=!0}}]);
\ No newline at end of file
diff --git a/assets/js/fe0957ee.2055dc3e.js b/assets/js/fe0957ee.2055dc3e.js
deleted file mode 100644
index c2a3c7f..0000000
--- a/assets/js/fe0957ee.2055dc3e.js
+++ /dev/null
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d(e){let{components:n,...t}=e;return(0,r.yg)(g,(0,a.c)({},u,t,{components:n,mdxType:"MDXLayout"}),(0,r.yg)("h2",{id:"installing-on-kubernetes"},"Installing on Kubernetes"),(0,r.yg)("p",null,"Running Superset on Kubernetes is supported with the provided ",(0,r.yg)("a",{parentName:"p",href:"https://helm.sh/"},"Helm")," chart found in the official ",(0,r.yg)("a",{parentName:"p",href:"https://apache.github.io/superset/index.yaml"},"Superset helm repository"),"."),(0,r.yg)("h3",{id:"prerequisites"},"Prerequisites"),(0,r.yg)("ul",null,(0,r.yg)("li",{parentName:"ul"},"A Kubernetes cluster"),(0,r.yg)("li",{parentName:"ul"},"Helm installed")),(0,r.yg)("h3",{id:"running"},"Running"),(0,r.yg)("ol",null,(0,r.yg)("li",{parentName:"ol"},"Add the Superset helm repository")),(0,r.yg)("pre",null,(0,r.yg)("code",{parentName:"pre",className:"language-sh"},'helm repo add superset https://apache.github.io/superset\n"superset" has been added to your repositories\n')),(0,r.yg)("ol",{start:2},(0,r.yg)("li",{parentName:"ol"},"View charts in repo")),(0,r.yg)("pre",null,(0,r.yg)("code",{parentName:"pre",className:"language-sh"},"helm search repo superset\nNAME                    CHART VERSION   APP VERSION     DESCRIPTION\nsuperset/superset       0.1.1           1.0             Apache Superset is a modern, enterprise-ready b...\n")),(0,r.yg)("ol",{start:3},(0,r.yg)("li",{parentName:"ol"},"Configure your setting overrides")),(0,r.yg)("p",null,"Just like any typical Helm chart, you'll need to craft a ",(0,r.yg)("inlineCode",{parentName:"p"},"values.yaml")," file that would define/override any of the values exposed into the default ",(0,r.yg)("a",{parentName:"p",href:"https://github.com/apache/superset/tree/master/helm/superset/values.yaml"},"values.yaml"),", or from any of the dependent charts it depends on:"),(0,r.yg)("ul",null,(0,r.yg)("li",{parentName:"ul"},(0,r.yg)("a",{parentName:"li",href:"https://artifacthub.io/packages/helm/bitnami/redis"},"bitnami/redis")),(0,r.yg)("li",{parentName:"ul"},(0,r.yg)("a",{parentName:"li",href:"https://artifacthub.io/packages/helm/bitnami/postgresql"},"bitnami/postgresql"))),(0,r.yg)("p",null,"More info down below on some important overrides you might need."),(0,r.yg)("ol",{start:4},(0,r.yg)("li",{parentName:"ol"},"Install and run")),(0,r.yg)("pre",null,(0,r.yg)("code",{parentName:"pre",className:"language-sh"},"helm upgrade --install --values my-values.yaml superset superset/superset\n")),(0,r.yg)("p",null,"You should see various pods popping up, such as:"),(0,r.yg)("pre",null,(0,r.yg)("code",{parentName:"pre",className:"language-sh"},"kubectl get pods\nNAME                                    READY   STATUS      RESTARTS   AGE\nsuperset-celerybeat-7cdcc9575f-k6xmc    1/1     Running     0          119s\nsuperset-f5c9c667-dw9lp                 1/1     Running     0          4m7s\nsuperset-f5c9c667-fk8bk                 1/1     Running     0          4m11s\nsuperset-init-db-zlm9z                  0/1     Completed   0          111s\nsuperset-postgresql-0                   1/1     Running     0          6d20h\nsuperset-redis-master-0                 1/1     Running     0          6d20h\nsuperset-worker-75b48bbcc-jmmjr         1/1     Running     0          4m8s\nsuperset-worker-75b48bbcc-qrq49         1/1     Running     0          4m12s\n")),(0,r.yg)("p",null,"The exact list will depend on some of your specific configuration overrides but you should generally expect:"),(0,r.yg)("ul",null,(0,r.yg)("li",{parentName:"ul"},"N ",(0,r.yg)("inlineCode",{parentName:"li"},"superset-xxxx-yyyy")," and ",(0,r.yg)("inlineCode",{parentName:"li"},"superset-worker-xxxx-yyyy")," pods (depending on your ",(0,r.yg)("inlineCode",{parentName:"li"},"supersetNode.replicaCount")," and ",(0,r.yg)("inlineCode",{parentName:"li"},"supersetWorker.replicaCount")," values)"),(0,r.yg)("li",{parentName:"ul"},"1 ",(0,r.yg)("inlineCode",{parentName:"li"},"superset-postgresql-0")," depending on your postgres settings"),(0,r.yg)("li",{parentName:"ul"},"1 ",(0,r.yg)("inlineCode",{parentName:"li"},"superset-redis-master-0")," depending on your redis settings"),(0,r.yg)("li",{parentName:"ul"},"1 ",(0,r.yg)("inlineCode",{parentName:"li"},"superset-celerybeat-xxxx-yyyy")," pod if you have ",(0,r.yg)("inlineCode",{parentName:"li"},"supersetCeleryBeat.enabled = true")," in your values overrides")),(0,r.yg)("ol",null,(0,r.yg)("li",{parentName:"ol"},"Access it")),(0,r.yg)("p",null,"The chart will publish appropriate services to expose the Superset UI internally within your k8s cluster. To access it externally you will have to either:"),(0,r.yg)("ul",null,(0,r.yg)("li",{parentName:"ul"},"Configure the Service as a ",(0,r.yg)("inlineCode",{parentName:"li"},"LoadBalancer")," or ",(0,r.yg)("inlineCode",{parentName:"li"},"NodePort")),(0,r.yg)("li",{parentName:"ul"},"Set up an ",(0,r.yg)("inlineCode",{parentName:"li"},"Ingress")," for it - the chart includes a definition, but will need to be tuned to your needs (hostname, tls, annotations etc...)"),(0,r.yg)("li",{parentName:"ul"},"Run ",(0,r.yg)("inlineCode",{parentName:"li"},"kubectl port-forward superset-xxxx-yyyy :8088")," to directly tunnel one pod's port into your localhost")),(0,r.yg)("p",null,"Depending how you configured external access, the URL will vary. Once you've identified the appropriate URL you can log in with:"),(0,r.yg)("ul",null,(0,r.yg)("li",{parentName:"ul"},"user: ",(0,r.yg)("inlineCode",{parentName:"li"},"admin")),(0,r.yg)("li",{parentName:"ul"},"password: ",(0,r.yg)("inlineCode",{parentName:"li"},"admin"))),(0,r.yg)("h3",{id:"important-settings"},"Important settings"),(0,r.yg)("h4",{id:"security-settings"},"Security settings"),(0,r.yg)("p",null,"Default security settings and passwords are included but you ",(0,r.yg)("strong",{parentName:"p"},"SHOULD")," override those with your own, in particular:"),(0,r.yg)("pre",null,(0,r.yg)("code",{parentName:"pre",className:"language-yaml"},"postgresql:\n  postgresqlPassword: superset\n")),(0,r.yg)("p",null,"Make sure, you set a unique strong complex alphanumeric string for your SECRET_KEY and use a tool to help you generate\na sufficiently random sequence."),(0,r.yg)("ul",null,(0,r.yg)("li",{parentName:"ul"},"To generate a good key you can run, ",(0,r.yg)("inlineCode",{parentName:"li"},"openssl rand -base64 42"))),(0,r.yg)("pre",null,(0,r.yg)("code",{parentName:"pre",className:"language-yaml"},"configOverrides:\n  secret: |\n    SECRET_KEY = 'YOUR_OWN_RANDOM_GENERATED_SECRET_KEY'\n")),(0,r.yg)("p",null,"If you want to change the previous secret key then you should rotate the keys.\nDefault secret key for kubernetes deployment is ",(0,r.yg)("inlineCode",{parentName:"p"},"thisISaSECRET_1234")),(0,r.yg)("pre",null,(0,r.yg)("code",{parentName:"pre",className:"language-yaml"},"configOverrides:\n  my_override: |\n    PREVIOUS_SECRET_KEY = 'YOUR_PREVIOUS_SECRET_KEY'\n    SECRET_KEY = 'YOUR_OWN_RANDOM_GENERATED_SECRET_KEY'\ninit:\n  command:\n    - /bin/sh\n    - -c\n    - |\n      . {{ .Values.configMountPath }}/superset_bootstrap.sh\n      superset re-encrypt-secrets\n      . {{ .Values.configMountPath }}/superset_init.sh\n")),(0,r.yg)("admonition",{type:"note"},(0,r.yg)("p",{parentName:"admonition"},"Superset uses ",(0,r.yg)("a",{parentName:"p",href:"https://about.scarf.sh/scarf-gateway"},"Scarf Gateway")," to collect telemetry data.  Knowing the installation counts for different Superset versions informs the  project's decisions about patching and long-term support. Scarf purges personally identifiable information (PII) and provides only aggregated statistics."),(0,r.yg)("p",{parentName:"admonition"},"To opt-out of this data collection in your Helm-based installation, edit the ",(0,r.yg)("inlineCode",{parentName:"p"},"repository:")," line in your ",(0,r.yg)("inlineCode",{parentName:"p"},"helm/superset/values.yaml")," file, replacing ",(0,r.yg)("inlineCode",{parentName:"p"},"apachesuperset.docker.scarf.sh/apache/superset")," with ",(0,r.yg)("inlineCode",{parentName:"p"},"apache/superset")," to pull the image directly from Docker Hub.")),(0,r.yg)("h4",{id:"dependencies"},"Dependencies"),(0,r.yg)("p",null,"Install additional packages and do any other bootstrap configuration in the bootstrap script.\nFor production clusters it's recommended to build own image with this step done in CI."),(0,r.yg)("admonition",{type:"note"},(0,r.yg)("p",{parentName:"admonition"},"Superset requires a Python DB-API database driver and a SQLAlchemy\ndialect to be installed for each datastore you want to connect to."),(0,r.yg)("p",{parentName:"admonition"},"See ",(0,r.yg)("a",{parentName:"p",href:"/docs/databases/installing-database-drivers"},"Install Database Drivers")," for more information.")),(0,r.yg)("p",null,"The following example installs the Big Query and Elasticsearch database drivers so that you can\nconnect to those datasources in your Superset installation:"),(0,r.yg)("pre",null,(0,r.yg)("code",{parentName:"pre",className:"language-yaml"},'bootstrapScript: |\n  #!/bin/bash\n  pip install psycopg2==2.9.6 \\\n    sqlalchemy-bigquery==1.6.1 \\\n    elasticsearch-dbapi==0.2.5 &&\\\n  if [ ! -f ~/bootstrap ]; then echo "Running Superset with uid {{ .Values.runAsUser }}" > ~/bootstrap; fi\n')),(0,r.yg)("h4",{id:"superset_configpy"},"superset_config.py"),(0,r.yg)("p",null,"The default ",(0,r.yg)("inlineCode",{parentName:"p"},"superset_config.py")," is fairly minimal and you will very likely need to extend it. This is done by specifying one or more key/value entries in ",(0,r.yg)("inlineCode",{parentName:"p"},"configOverrides"),", e.g.:"),(0,r.yg)("pre",null,(0,r.yg)("code",{parentName:"pre",className:"language-yaml"},'configOverrides:\n  my_override: |\n    # This will make sure the redirect_uri is properly computed, even with SSL offloading\n    ENABLE_PROXY_FIX = True\n    FEATURE_FLAGS = {\n        "DYNAMIC_PLUGINS": True\n    }\n')),(0,r.yg)("p",null,"Those will be evaluated as Helm templates and therefore will be able to reference other ",(0,r.yg)("inlineCode",{parentName:"p"},"values.yaml")," variables e.g. ",(0,r.yg)("inlineCode",{parentName:"p"},"{{ .Values.ingress.hosts[0] }}")," will resolve to your ingress external domain."),(0,r.yg)("p",null,"The entire ",(0,r.yg)("inlineCode",{parentName:"p"},"superset_config.py")," will be installed as a secret, so it is safe to pass sensitive parameters directly... however it might be more readable to use secret env variables for that."),(0,r.yg)("p",null,"Full python files can be provided by running ",(0,r.yg)("inlineCode",{parentName:"p"},"helm upgrade --install --values my-values.yaml --set-file configOverrides.oauth=set_oauth.py")),(0,r.yg)("h4",{id:"environment-variables"},"Environment Variables"),(0,r.yg)("p",null,"Those can be passed as key/values either with ",(0,r.yg)("inlineCode",{parentName:"p"},"extraEnv")," or ",(0,r.yg)("inlineCode",{parentName:"p"},"extraSecretEnv")," if they're sensitive. They can then be referenced from ",(0,r.yg)("inlineCode",{parentName:"p"},"superset_config.py")," using e.g. ",(0,r.yg)("inlineCode",{parentName:"p"},'os.environ.get("VAR")'),"."),(0,r.yg)("pre",null,(0,r.yg)("code",{parentName:"pre",className:"language-yaml"},'extraEnv:\n  SMTP_HOST: smtp.gmail.com\n  SMTP_USER: user@gmail.com\n  SMTP_PORT: "587"\n  SMTP_MAIL_FROM: user@gmail.com\n\nextraSecretEnv:\n  SMTP_PASSWORD: xxxx\n\nconfigOverrides:\n  smtp: |\n    import ast\n    SMTP_HOST = os.getenv("SMTP_HOST","localhost")\n    SMTP_STARTTLS = ast.literal_eval(os.getenv("SMTP_STARTTLS", "True"))\n    SMTP_SSL = ast.literal_eval(os.getenv("SMTP_SSL", "False"))\n    SMTP_USER = os.getenv("SMTP_USER","superset")\n    SMTP_PORT = os.getenv("SMTP_PORT",25)\n    SMTP_PASSWORD = os.getenv("SMTP_PASSWORD","superset")\n')),(0,r.yg)("h4",{id:"system-packages"},"System packages"),(0,r.yg)("p",null,"If new system packages are required, they can be installed before application startup by overriding the container's ",(0,r.yg)("inlineCode",{parentName:"p"},"command"),", e.g.:"),(0,r.yg)("pre",null,(0,r.yg)("code",{parentName:"pre",className:"language-yaml"},"supersetWorker:\n  command:\n    - /bin/sh\n    - -c\n    - |\n      apt update\n      apt install -y somepackage\n      apt autoremove -yqq --purge\n      apt clean\n\n      # Run celery worker\n      . {{ .Values.configMountPath }}/superset_bootstrap.sh; celery --app=superset.tasks.celery_app:app worker\n")),(0,r.yg)("h4",{id:"data-sources"},"Data sources"),(0,r.yg)("p",null,"Data source definitions can be automatically declared by providing key/value yaml definitions in ",(0,r.yg)("inlineCode",{parentName:"p"},"extraConfigs"),":"),(0,r.yg)("pre",null,(0,r.yg)("code",{parentName:"pre",className:"language-yaml"},'extraConfigs:\n  import_datasources.yaml: |\n    databases:\n    - allow_file_upload: true\n      allow_ctas: true\n      allow_cvas: true\n      database_name: example-db\n      extra: "{\\r\\n    \\"metadata_params\\": {},\\r\\n    \\"engine_params\\": {},\\r\\n    \\"\\\n        metadata_cache_timeout\\": {},\\r\\n    \\"schemas_allowed_for_file_upload\\": []\\r\\n\\\n        }"\n      sqlalchemy_uri: example://example-db.local\n      tables: []\n')),(0,r.yg)("p",null,"Those will also be mounted as secrets and can include sensitive parameters."),(0,r.yg)("h3",{id:"configuration-examples"},"Configuration Examples"),(0,r.yg)("h4",{id:"setting-up-oauth"},"Setting up OAuth"),(0,r.yg)("admonition",{type:"note"},(0,r.yg)("p",{parentName:"admonition"},"OAuth setup requires that the ",(0,r.yg)("a",{parentName:"p",href:"https://authlib.org/"},"authlib")," Python library is installed. This can\nbe done using ",(0,r.yg)("inlineCode",{parentName:"p"},"pip")," by updating the ",(0,r.yg)("inlineCode",{parentName:"p"},"bootstrapScript"),". See the ",(0,r.yg)("a",{parentName:"p",href:"#dependencies"},"Dependencies")," section\nfor more information.")),(0,r.yg)("pre",null,(0,r.yg)("code",{parentName:"pre",className:"language-yaml"},'extraEnv:\n  AUTH_DOMAIN: example.com\n\nextraSecretEnv:\n  GOOGLE_KEY: xxxxxxxxxxxx-xxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxx.apps.googleusercontent.com\n  GOOGLE_SECRET: xxxxxxxxxxxxxxxxxxxxxxxx\n\nconfigOverrides:\n  enable_oauth: |\n    # This will make sure the redirect_uri is properly computed, even with SSL offloading\n    ENABLE_PROXY_FIX = True\n\n    from flask_appbuilder.security.manager import AUTH_OAUTH\n    AUTH_TYPE = AUTH_OAUTH\n    OAUTH_PROVIDERS = [\n        {\n            "name": "google",\n            "icon": "fa-google",\n            "token_key": "access_token",\n            "remote_app": {\n                "client_id": os.getenv("GOOGLE_KEY"),\n                "client_secret": os.getenv("GOOGLE_SECRET"),\n                "api_base_url": "https://www.googleapis.com/oauth2/v2/",\n                "client_kwargs": {"scope": "email profile"},\n                "request_token_url": None,\n                "access_token_url": "https://accounts.google.com/o/oauth2/token",\n                "authorize_url": "https://accounts.google.com/o/oauth2/auth",\n                "authorize_params": {"hd": os.getenv("AUTH_DOMAIN", "")}\n            },\n        }\n    ]\n\n    # Map Authlib roles to superset roles\n    AUTH_ROLE_ADMIN = \'Admin\'\n    AUTH_ROLE_PUBLIC = \'Public\'\n\n    # Will allow user self registration, allowing to create Flask users from Authorized User\n    AUTH_USER_REGISTRATION = True\n\n    # The default user self registration role\n    AUTH_USER_REGISTRATION_ROLE = "Admin"\n')),(0,r.yg)("h4",{id:"enable-alerts-and-reports"},"Enable Alerts and Reports"),(0,r.yg)("p",null,"For this, as per the ",(0,r.yg)("a",{parentName:"p",href:"/docs/installation/email-reports"},"Alerts and Reports doc"),", you will need to:"),(0,r.yg)("h5",{id:"install-a-supported-webdriver-in-the-celery-worker"},"Install a supported webdriver in the Celery worker"),(0,r.yg)("p",null,"This is done either by using a custom image that has the webdriver pre-installed, or installing at startup time by overriding the ",(0,r.yg)("inlineCode",{parentName:"p"},"command"),". Here's a working example for ",(0,r.yg)("inlineCode",{parentName:"p"},"chromedriver"),":"),(0,r.yg)("pre",null,(0,r.yg)("code",{parentName:"pre",className:"language-yaml"},"supersetWorker:\n  command:\n    - /bin/sh\n    - -c\n    - |\n      # Install chrome webdriver\n      # See https://github.com/apache/superset/blob/4fa3b6c7185629b87c27fc2c0e5435d458f7b73d/docs/src/pages/docs/installation/email_reports.mdx\n      apt-get update\n      apt-get install -y wget\n      wget https://dl.google.com/linux/direct/google-chrome-stable_current_amd64.deb\n      apt-get install -y --no-install-recommends ./google-chrome-stable_current_amd64.deb\n      wget https://chromedriver.storage.googleapis.com/88.0.4324.96/chromedriver_linux64.zip\n      apt-get install -y zip\n      unzip chromedriver_linux64.zip\n      chmod +x chromedriver\n      mv chromedriver /usr/bin\n      apt-get autoremove -yqq --purge\n      apt-get clean\n      rm -f google-chrome-stable_current_amd64.deb chromedriver_linux64.zip\n\n      # Run\n      . {{ .Values.configMountPath }}/superset_bootstrap.sh; celery --app=superset.tasks.celery_app:app worker\n")),(0,r.yg)("h5",{id:"run-the-celery-beat"},"Run the Celery beat"),(0,r.yg)("p",null,"This pod will trigger the scheduled tasks configured in the alerts and reports UI section:"),(0,r.yg)("pre",null,(0,r.yg)("code",{parentName:"pre",className:"language-yaml"},"supersetCeleryBeat:\n  enabled: true\n")),(0,r.yg)("h5",{id:"configure-the-appropriate-celery-jobs-and-smtpslack-settings"},"Configure the appropriate Celery jobs and SMTP/Slack settings"),(0,r.yg)("pre",null,(0,r.yg)("code",{parentName:"pre",className:"language-yaml"},'extraEnv:\n  SMTP_HOST: smtp.gmail.com\n  SMTP_USER: user@gmail.com\n  SMTP_PORT: "587"\n  SMTP_MAIL_FROM: user@gmail.com\n\nextraSecretEnv:\n  SLACK_API_TOKEN: xoxb-xxxx-yyyy\n  SMTP_PASSWORD: xxxx-yyyy\n\nconfigOverrides:\n  feature_flags: |\n    import ast\n\n    FEATURE_FLAGS = {\n        "ALERT_REPORTS": True\n    }\n\n    SMTP_HOST = os.getenv("SMTP_HOST","localhost")\n    SMTP_STARTTLS = ast.literal_eval(os.getenv("SMTP_STARTTLS", "True"))\n    SMTP_SSL = ast.literal_eval(os.getenv("SMTP_SSL", "False"))\n    SMTP_USER = os.getenv("SMTP_USER","superset")\n    SMTP_PORT = os.getenv("SMTP_PORT",25)\n    SMTP_PASSWORD = os.getenv("SMTP_PASSWORD","superset")\n    SMTP_MAIL_FROM = os.getenv("SMTP_MAIL_FROM","superset@superset.com")\n\n    SLACK_API_TOKEN = os.getenv("SLACK_API_TOKEN",None)\n  celery_conf: |\n    from celery.schedules import crontab\n\n    class CeleryConfig:\n      broker_url = f"redis://{env(\'REDIS_HOST\')}:{env(\'REDIS_PORT\')}/0"\n      imports = (\n          "superset.sql_lab",\n          "superset.tasks.cache",\n          "superset.tasks.scheduler",\n      )\n      result_backend = f"redis://{env(\'REDIS_HOST\')}:{env(\'REDIS_PORT\')}/0"\n      task_annotations = {\n          "sql_lab.get_sql_results": {\n              "rate_limit": "100/s",\n          },\n      }\n      beat_schedule = {\n          "reports.scheduler": {\n              "task": "reports.scheduler",\n              "schedule": crontab(minute="*", hour="*"),\n          },\n          "reports.prune_log": {\n              "task": "reports.prune_log",\n              \'schedule\': crontab(minute=0, hour=0),\n          },\n          \'cache-warmup-hourly\': {\n              "task": "cache-warmup",\n              "schedule": crontab(minute="*/30", hour="*"),\n              "kwargs": {\n                  "strategy_name": "top_n_dashboards",\n                  "top_n": 10,\n                  "since": "7 days ago",\n              },\n          }\n      }\n\n    CELERY_CONFIG = CeleryConfig\n  reports: |\n    EMAIL_PAGE_RENDER_WAIT = 60\n    WEBDRIVER_BASEURL = "http://{{ template "superset.fullname" . }}:{{ .Values.service.port }}/"\n    WEBDRIVER_BASEURL_USER_FRIENDLY = "https://www.example.com/"\n    WEBDRIVER_TYPE= "chrome"\n    WEBDRIVER_OPTION_ARGS = [\n        "--force-device-scale-factor=2.0",\n        "--high-dpi-support=2.0",\n        "--headless",\n        "--disable-gpu",\n        "--disable-dev-shm-usage",\n        # This is required because our process runs as root (in order to install pip packages)\n        "--no-sandbox",\n        "--disable-setuid-sandbox",\n        "--disable-extensions",\n    ]\n')),(0,r.yg)("h4",{id:"load-the-examples-data-and-dashboards"},"Load the Examples data and dashboards"),(0,r.yg)("p",null,"If you are trying Superset out and want some data and dashboards to explore, you can load some examples by creating a ",(0,r.yg)("inlineCode",{parentName:"p"},"my_values.yaml")," and deploying it as described above in the ",(0,r.yg)("strong",{parentName:"p"},"Configure your setting overrides")," step of the ",(0,r.yg)("strong",{parentName:"p"},"Running")," section.\nTo load the examples, add the following to the ",(0,r.yg)("inlineCode",{parentName:"p"},"my_values.yaml")," file:"),(0,r.yg)("pre",null,(0,r.yg)("code",{parentName:"pre",className:"language-yaml"},"init:\n  loadExamples: true\n")))}d.isMDXComponent=!0}}]);
\ No newline at end of file
diff --git a/assets/js/main.0a4d822c.js b/assets/js/main.0a4d822c.js
new file mode 100644
index 0000000..77f1248
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diff --git a/assets/js/main.2ad8cdaa.js.LICENSE.txt b/assets/js/main.0a4d822c.js.LICENSE.txt
similarity index 100%
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diff --git a/assets/js/main.2ad8cdaa.js b/assets/js/main.2ad8cdaa.js
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 You also need to install MySQL or <a href="https://mariadb.com/downloads" target="_blank" rel="noopener noreferrer">MariaDB</a>.</p><p>Ensure that you are using Python version 3.9 or 3.10, then proceed with:</p><div class="language-bash codeBlockContainer_Ckt0 theme-code-block" style="--prism-color:#393A34;--prism-background-color:#f6f8fa"><div class="codeBlockContent_biex"><pre tabindex="0" class="prism-code language-bash codeBlock_bY9V thin-scrollbar"><code class="codeBlockLines_e6Vv"><span class="token-line" style="color:#393A34"><span class="token comment" style="color:#999988;font-style:italic"># Create a virtual environment and activate it (recommended)</span><span class="token plain"></span><br></span><span class="token-line" style="color:#393A34"><span class="token plain">python3 -m venv venv </span><span class="token comment" style="color:#999988;font-style:italic"># setup a python3 virtualenv</span><span class="token plain"></span><br></span><span class="token-line" style="color:#393A34"><span class="token plain"></span><span class="token builtin class-name">source</span><span class="token plain"> venv/bin/activate</span><br></span><span class="token-line" style="color:#393A34"><span class="token plain" style="display:inline-block"></span><br></span><span class="token-line" style="color:#393A34"><span class="token plain"></span><span class="token comment" style="color:#999988;font-style:italic"># Install external dependencies</span><span class="token plain"></span><br></span><span class="token-line" style="color:#393A34"><span class="token plain">pip </span><span class="token function" style="color:#d73a49">install</span><span class="token plain"> -r requirements/testing.txt</span><br></span><span class="token-line" style="color:#393A34"><span class="token plain" style="display:inline-block"></span><br></span><span class="token-line" style="color:#393A34"><span class="token plain"></span><span class="token comment" style="color:#999988;font-style:italic"># Install Superset in editable (development) mode</span><span class="token plain"></span><br></span><span class="token-line" style="color:#393A34"><span class="token plain">pip </span><span class="token function" style="color:#d73a49">install</span><span class="token plain"> -e </span><span class="token builtin class-name">.</span><span class="token plain"></span><br></span><span class="token-line" style="color:#393A34"><span class="token plain" style="display:inline-block"></span><br></span><span class="token-line" style="color:#393A34"><span class="token plain"></span><span class="token comment" style="color:#999988;font-style:italic"># Initialize the database</span><span class="token plain"></span><br></span><span class="token-line" style="color:#393A34"><span class="token plain"></span><span class="token comment" style="color:#999988;font-style:italic"># Note: For generating a SECRET_KEY if you haven&#x27;t done already, you can use the command:</span><span class="token plain"></span><br></span><span class="token-line" style="color:#393A34"><span class="token plain"></span><span class="token comment" style="color:#999988;font-style:italic"># echo &quot;SECRET_KEY=&#x27;$(openssl rand -base64 42)&#x27;&quot; | tee -a superset_config.py</span><span class="token plain"></span><br></span><span class="token-line" style="color:#393A34"><span class="token plain">superset db upgrade</span><br></span><span class="token-line" style="color:#393A34"><span class="token plain" style="display:inline-block"></span><br></span><span class="token-line" style="color:#393A34"><span class="token plain"></span><span class="token comment" style="color:#999988;font-style:italic"># Create an admin user in your metadata database (use `admin` as username to be able to load the examples)</span><span class="token plain"></span><br></span><span class="token-line" style="color:#393A34"><span class="token plain">superset fab create-admin</span><br></span><span class="token-line" style="color:#393A34"><span class="token plain" style="display:inline-block"></span><br></span><span class="token-line" style="color:#393A34"><span class="token plain"></span><span class="token comment" style="color:#999988;font-style:italic"># Create default roles and permissions</span><span class="token plain"></span><br></span><span class="token-line" style="color:#393A34"><span class="token plain">superset init</span><br></span><span class="token-line" style="color:#393A34"><span class="token plain" style="display:inline-block"></span><br></span><span class="token-line" style="color:#393A34"><span class="token plain"></span><span class="token comment" style="color:#999988;font-style:italic"># Load some data to play with.</span><span class="token plain"></span><br></span><span class="token-line" style="color:#393A34"><span class="token plain"></span><span class="token comment" style="color:#999988;font-style:italic"># Note: you MUST have previously created an admin user with the username `admin` for this command to work.</span><span class="token plain"></span><br></span><span class="token-line" style="color:#393A34"><span class="token plain">superset load-examples</span><br></span><span class="token-line" style="color:#393A34"><span class="token plain" style="display:inline-block"></span><br></span><span class="token-line" style="color:#393A34"><span class="token plain"></span><span class="token comment" style="color:#999988;font-style:italic"># Start the Flask dev web server from inside your virtualenv.</span><span class="token plain"></span><br></span><span class="token-line" style="color:#393A34"><span class="token plain"></span><span class="token comment" style="color:#999988;font-style:italic"># Note that your page may not have CSS at this point.</span><span class="token plain"></span><br></span><span class="token-line" style="color:#393A34"><span class="token plain">superset run -p </span><span class="token number" style="color:#36acaa">8088</span><span class="token plain"> --with-threads --reload --debugger --debug</span><br></span></code></pre><div class="buttonGroup__atx"><button type="button" aria-label="Copy code to clipboard" title="Copy" class="clean-btn"><span class="copyButtonIcons_eSgA" aria-hidden="true"><svg viewBox="0 0 24 24" class="copyButtonIcon_y97N"><path fill="currentColor" d="M19,21H8V7H19M19,5H8A2,2 0 0,0 6,7V21A2,2 0 0,0 8,23H19A2,2 0 0,0 21,21V7A2,2 0 0,0 19,5M16,1H4A2,2 0 0,0 2,3V17H4V3H16V1Z"></path></svg><svg viewBox="0 0 24 24" class="copyButtonSuccessIcon_LjdS"><path fill="currentColor" d="M21,7L9,19L3.5,13.5L4.91,12.09L9,16.17L19.59,5.59L21,7Z"></path></svg></span></button></div></div></div><p>Or you can install via our Makefile</p><div class="language-bash codeBlockContainer_Ckt0 theme-code-block" style="--prism-color:#393A34;--prism-background-color:#f6f8fa"><div class="codeBlockContent_biex"><pre tabindex="0" class="prism-code language-bash codeBlock_bY9V thin-scrollbar"><code class="codeBlockLines_e6Vv"><span class="token-line" style="color:#393A34"><span class="token comment" style="color:#999988;font-style:italic"># Create a virtual environment and activate it (recommended)</span><span class="token plain"></span><br></span><span class="token-line" style="color:#393A34"><span class="token plain">python3 -m venv venv </span><span class="token comment" style="color:#999988;font-style:italic"># setup a python3 virtualenv</span><span class="token plain"></span><br></span><span class="token-line" style="color:#393A34"><span class="token plain"></span><span class="token builtin class-name">source</span><span class="token plain"> venv/bin/activate</span><br></span><span class="token-line" style="color:#393A34"><span class="token plain" style="display:inline-block"></span><br></span><span class="token-line" style="color:#393A34"><span class="token plain"></span><span class="token comment" style="color:#999988;font-style:italic"># install pip packages + pre-commit</span><span class="token plain"></span><br></span><span class="token-line" style="color:#393A34"><span class="token plain"></span><span class="token function" style="color:#d73a49">make</span><span class="token plain"> </span><span class="token function" style="color:#d73a49">install</span><span class="token plain"></span><br></span><span class="token-line" style="color:#393A34"><span class="token plain" style="display:inline-block"></span><br></span><span class="token-line" style="color:#393A34"><span class="token plain"></span><span class="token comment" style="color:#999988;font-style:italic"># Install superset pip packages and setup env only</span><span class="token plain"></span><br></span><span class="token-line" style="color:#393A34"><span class="token plain"></span><span class="token function" style="color:#d73a49">make</span><span class="token plain"> superset</span><br></span><span class="token-line" style="color:#393A34"><span class="token plain" style="display:inline-block"></span><br></span><span class="token-line" style="color:#393A34"><span class="token plain"></span><span class="token comment" style="color:#999988;font-style:italic"># Setup pre-commit only</span><span class="token plain"></span><br></span><span class="token-line" style="color:#393A34"><span class="token plain"></span><span class="token function" style="color:#d73a49">make</span><span class="token plain"> pre-commit</span><br></span></code></pre><div class="buttonGroup__atx"><button type="button" aria-label="Copy code to clipboard" title="Copy" class="clean-btn"><span class="copyButtonIcons_eSgA" aria-hidden="true"><svg viewBox="0 0 24 24" class="copyButtonIcon_y97N"><path fill="currentColor" d="M19,21H8V7H19M19,5H8A2,2 0 0,0 6,7V21A2,2 0 0,0 8,23H19A2,2 0 0,0 21,21V7A2,2 0 0,0 19,5M16,1H4A2,2 0 0,0 2,3V17H4V3H16V1Z"></path></svg><svg viewBox="0 0 24 24" class="copyButtonSuccessIcon_LjdS"><path fill="currentColor" d="M21,7L9,19L3.5,13.5L4.91,12.09L9,16.17L19.59,5.59L21,7Z"></path></svg></span></button></div></div></div><p><strong>Note: the FLASK_APP env var should not need to be set, as it&#x27;s currently controlled
 via <code>.flaskenv</code>, however if needed, it should be set to <code>superset.app:create_app()</code></strong></p><p>If you have made changes to the FAB-managed templates, which are not built the same way as the newer, React-powered front-end assets, you need to start the app without the <code>--with-threads</code> argument like so:
 <code>superset run -p 8088 --reload --debugger --debug</code></p><h4 class="anchor anchorWithStickyNavbar_LWe7" id="dependencies">Dependencies<a href="#dependencies" class="hash-link" aria-label="Direct link to Dependencies" title="Direct link to Dependencies">​</a></h4><p>If you add a new requirement or update an existing requirement (per the <code>install_requires</code> section in <code>setup.py</code>) you must recompile (freeze) the Python dependencies to ensure that for CI, testing, etc. the build is deterministic. This can be achieved via,</p><div class="language-bash codeBlockContainer_Ckt0 theme-code-block" style="--prism-color:#393A34;--prism-background-color:#f6f8fa"><div class="codeBlockContent_biex"><pre tabindex="0" class="prism-code language-bash codeBlock_bY9V thin-scrollbar"><code class="codeBlockLines_e6Vv"><span class="token-line" style="color:#393A34"><span class="token plain">$ python3 -m venv venv</span><br></span><span class="token-line" style="color:#393A34"><span class="token plain">$ </span><span class="token builtin class-name">source</span><span class="token plain"> venv/bin/activate</span><br></span><span class="token-line" style="color:#393A34"><span class="token plain">$ python3 -m pip </span><span class="token function" style="color:#d73a49">install</span><span class="token plain"> -r requirements/integration.txt</span><br></span><span class="token-line" style="color:#393A34"><span class="token plain">$ pip-compile-multi --no-upgrade</span><br></span></code></pre><div class="buttonGroup__atx"><button type="button" aria-label="Copy code to clipboard" title="Copy" class="clean-btn"><span class="copyButtonIcons_eSgA" aria-hidden="true"><svg viewBox="0 0 24 24" class="copyButtonIcon_y97N"><path fill="currentColor" d="M19,21H8V7H19M19,5H8A2,2 0 0,0 6,7V21A2,2 0 0,0 8,23H19A2,2 0 0,0 21,21V7A2,2 0 0,0 19,5M16,1H4A2,2 0 0,0 2,3V17H4V3H16V1Z"></path></svg><svg viewBox="0 0 24 24" class="copyButtonSuccessIcon_LjdS"><path fill="currentColor" d="M21,7L9,19L3.5,13.5L4.91,12.09L9,16.17L19.59,5.59L21,7Z"></path></svg></span></button></div></div></div><h4 class="anchor anchorWithStickyNavbar_LWe7" id="logging-to-the-browser-console">Logging to the browser console<a href="#logging-to-the-browser-console" class="hash-link" aria-label="Direct link to Logging to the browser console" title="Direct link to Logging to the browser console">​</a></h4><p>This feature is only available on Python 3. When debugging your application, you can have the server logs sent directly to the browser console using the <a href="https://github.com/betodealmeida/consolelog" target="_blank" rel="noopener noreferrer">ConsoleLog</a> package. You need to mutate the app, by adding the following to your <code>config.py</code> or <code>superset_config.py</code>:</p><div class="language-python codeBlockContainer_Ckt0 theme-code-block" style="--prism-color:#393A34;--prism-background-color:#f6f8fa"><div class="codeBlockContent_biex"><pre tabindex="0" class="prism-code language-python codeBlock_bY9V thin-scrollbar"><code class="codeBlockLines_e6Vv"><span class="token-line" style="color:#393A34"><span class="token keyword" style="color:#00009f">from</span><span class="token plain"> console_log </span><span class="token keyword" style="color:#00009f">import</span><span class="token plain"> ConsoleLog</span><br></span><span class="token-line" style="color:#393A34"><span class="token plain" style="display:inline-block"></span><br></span><span class="token-line" style="color:#393A34"><span class="token plain"></span><span class="token keyword" style="color:#00009f">def</span><span class="token plain"> </span><span class="token function" style="color:#d73a49">FLASK_APP_MUTATOR</span><span class="token punctuation" style="color:#393A34">(</span><span class="token plain">app</span><span class="token punctuation" style="color:#393A34">)</span><span class="token punctuation" style="color:#393A34">:</span><span class="token plain"></span><br></span><span class="token-line" style="color:#393A34"><span class="token plain">    app</span><span class="token punctuation" style="color:#393A34">.</span><span class="token plain">wsgi_app </span><span class="token operator" style="color:#393A34">=</span><span class="token plain"> ConsoleLog</span><span class="token punctuation" style="color:#393A34">(</span><span class="token plain">app</span><span class="token punctuation" style="color:#393A34">.</span><span class="token plain">wsgi_app</span><span class="token punctuation" style="color:#393A34">,</span><span class="token plain"> app</span><span class="token punctuation" style="color:#393A34">.</span><span class="token plain">logger</span><span class="token punctuation" style="color:#393A34">)</span><br></span></code></pre><div class="buttonGroup__atx"><button type="button" aria-label="Copy code to clipboard" title="Copy" class="clean-btn"><span class="copyButtonIcons_eSgA" aria-hidden="true"><svg viewBox="0 0 24 24" class="copyButtonIcon_y97N"><path fill="currentColor" d="M19,21H8V7H19M19,5H8A2,2 0 0,0 6,7V21A2,2 0 0,0 8,23H19A2,2 0 0,0 21,21V7A2,2 0 0,0 19,5M16,1H4A2,2 0 0,0 2,3V17H4V3H16V1Z"></path></svg><svg viewBox="0 0 24 24" class="copyButtonSuccessIcon_LjdS"><path fill="currentColor" d="M21,7L9,19L3.5,13.5L4.91,12.09L9,16.17L19.59,5.59L21,7Z"></path></svg></span></button></div></div></div><p>Then make sure you run your WSGI server using the right worker type:</p><div class="language-bash codeBlockContainer_Ckt0 theme-code-block" style="--prism-color:#393A34;--prism-background-color:#f6f8fa"><div class="codeBlockContent_biex"><pre tabindex="0" class="prism-code language-bash codeBlock_bY9V thin-scrollbar"><code class="codeBlockLines_e6Vv"><span class="token-line" style="color:#393A34"><span class="token assign-left variable" style="color:#36acaa">SUPERSET_ENV</span><span class="token operator" style="color:#393A34">=</span><span class="token plain">development gunicorn </span><span class="token string" style="color:#e3116c">&quot;superset.app:create_app()&quot;</span><span class="token plain"> -k </span><span class="token string" style="color:#e3116c">&quot;geventwebsocket.gunicorn.workers.GeventWebSocketWorker&quot;</span><span class="token plain"> -b </span><span class="token number" style="color:#36acaa">127.0</span><span class="token plain">.0.1:8088 --reload</span><br></span></code></pre><div class="buttonGroup__atx"><button type="button" aria-label="Copy code to clipboard" title="Copy" class="clean-btn"><span class="copyButtonIcons_eSgA" aria-hidden="true"><svg viewBox="0 0 24 24" class="copyButtonIcon_y97N"><path fill="currentColor" d="M19,21H8V7H19M19,5H8A2,2 0 0,0 6,7V21A2,2 0 0,0 8,23H19A2,2 0 0,0 21,21V7A2,2 0 0,0 19,5M16,1H4A2,2 0 0,0 2,3V17H4V3H16V1Z"></path></svg><svg viewBox="0 0 24 24" class="copyButtonSuccessIcon_LjdS"><path fill="currentColor" d="M21,7L9,19L3.5,13.5L4.91,12.09L9,16.17L19.59,5.59L21,7Z"></path></svg></span></button></div></div></div><p>You can log anything to the browser console, including objects:</p><div class="language-python codeBlockContainer_Ckt0 theme-code-block" style="--prism-color:#393A34;--prism-background-color:#f6f8fa"><div class="codeBlockContent_biex"><pre tabindex="0" class="prism-code language-python codeBlock_bY9V thin-scrollbar"><code class="codeBlockLines_e6Vv"><span class="token-line" style="color:#393A34"><span class="token keyword" style="color:#00009f">from</span><span class="token plain"> superset </span><span class="token keyword" style="color:#00009f">import</span><span class="token plain"> app</span><br></span><span class="token-line" style="color:#393A34"><span class="token plain">app</span><span class="token punctuation" style="color:#393A34">.</span><span class="token plain">logger</span><span class="token punctuation" style="color:#393A34">.</span><span class="token plain">error</span><span class="token punctuation" style="color:#393A34">(</span><span class="token string" style="color:#e3116c">&#x27;An exception occurred!&#x27;</span><span class="token punctuation" style="color:#393A34">)</span><span class="token plain"></span><br></span><span class="token-line" style="color:#393A34"><span class="token plain">app</span><span class="token punctuation" style="color:#393A34">.</span><span class="token plain">logger</span><span class="token punctuation" style="color:#393A34">.</span><span class="token plain">info</span><span class="token punctuation" style="color:#393A34">(</span><span class="token plain">form_data</span><span class="token punctuation" style="color:#393A34">)</span><br></span></code></pre><div class="buttonGroup__atx"><button type="button" aria-label="Copy code to clipboard" title="Copy" class="clean-btn"><span class="copyButtonIcons_eSgA" aria-hidden="true"><svg viewBox="0 0 24 24" class="copyButtonIcon_y97N"><path fill="currentColor" d="M19,21H8V7H19M19,5H8A2,2 0 0,0 6,7V21A2,2 0 0,0 8,23H19A2,2 0 0,0 21,21V7A2,2 0 0,0 19,5M16,1H4A2,2 0 0,0 2,3V17H4V3H16V1Z"></path></svg><svg viewBox="0 0 24 24" class="copyButtonSuccessIcon_LjdS"><path fill="currentColor" d="M21,7L9,19L3.5,13.5L4.91,12.09L9,16.17L19.59,5.59L21,7Z"></path></svg></span></button></div></div></div><h3 class="anchor anchorWithStickyNavbar_LWe7" id="frontend-assets">Frontend Assets<a href="#frontend-assets" class="hash-link" aria-label="Direct link to Frontend Assets" title="Direct link to Frontend Assets">​</a></h3><p>See <a href="https://github.com/apache/superset/blob/master/CONTRIBUTING.md#frontend" target="_blank" rel="noopener noreferrer">Building Frontend Assets Locally</a></p></div><footer class="theme-doc-footer docusaurus-mt-lg"><div class="theme-doc-footer-edit-meta-row row"><div class="col"><a href="https://github.com/apache/superset/edit/master/docs/docs/contributing/local-backend.mdx" target="_blank" rel="noreferrer noopener" class="theme-edit-this-page"><svg fill="currentColor" height="20" width="20" viewBox="0 0 40 40" class="iconEdit_Z9Sw" aria-hidden="true"><g><path d="m34.5 11.7l-3 3.1-6.3-6.3 3.1-3q0.5-0.5 1.2-0.5t1.1 0.5l3.9 3.9q0.5 0.4 0.5 1.1t-0.5 1.2z m-29.5 17.1l18.4-18.5 6.3 6.3-18.4 18.4h-6.3v-6.2z"></path></g></svg>Edit this page</a></div><div class="col lastUpdated_vwxv"></div></div></footer></article><nav class="pagination-nav docusaurus-mt-lg" aria-label="Docs pages"><a class="pagination-nav__link pagination-nav__link--prev" href="/docs/contributing/style-guide"><div class="pagination-nav__sublabel">Previous</div><div class="pagination-nav__label">Style Guide</div></a><a class="pagination-nav__link pagination-nav__link--next" href="/docs/contributing/hooks-and-linting"><div class="pagination-nav__sublabel">Next</div><div class="pagination-nav__label">Pre-commit Hooks and Linting</div></a></nav></div></div><div class="col col--3"><div class="tableOfContents_bqdL thin-scrollbar theme-doc-toc-desktop"><ul class="table-of-contents table-of-contents__left-border"><li><a href="#flask-server" class="table-of-contents__link toc-highlight">Flask server</a></li><li><a href="#frontend-assets" class="table-of-contents__link toc-highlight">Frontend Assets</a></li></ul></div></div></div></div></main></div></div><footer class="footer"><div class="container container-fluid"><div class="footer__bottom text--center"><div class="footer__copyright">
@@ -48,7 +48,7 @@
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diff --git a/docs/contributing/pull-request-guidelines/index.html b/docs/contributing/pull-request-guidelines/index.html
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diff --git a/docs/contributing/style-guide/index.html b/docs/contributing/style-guide/index.html
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@@ -18,8 +18,8 @@
 
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+<script src="/assets/js/runtime~main.587010fb.js"></script>
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\ No newline at end of file
diff --git a/docs/contributing/testing-locally/index.html b/docs/contributing/testing-locally/index.html
index 1859b3c..1a5893e 100644
--- a/docs/contributing/testing-locally/index.html
+++ b/docs/contributing/testing-locally/index.html
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diff --git a/docs/contributing/translations/index.html b/docs/contributing/translations/index.html
index 27e6c90..829ea54 100644
--- a/docs/contributing/translations/index.html
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+<script src="/assets/js/runtime~main.587010fb.js"></script>
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\ No newline at end of file
diff --git a/docs/contributing/types-of-contributions/index.html b/docs/contributing/types-of-contributions/index.html
index 3f1e856..87b98e1 100644
--- a/docs/contributing/types-of-contributions/index.html
+++ b/docs/contributing/types-of-contributions/index.html
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\ No newline at end of file
diff --git a/docs/creating-charts-dashboards/creating-your-first-dashboard/index.html b/docs/creating-charts-dashboards/creating-your-first-dashboard/index.html
index 238ec7f..5af452e 100644
--- a/docs/creating-charts-dashboards/creating-your-first-dashboard/index.html
+++ b/docs/creating-charts-dashboards/creating-your-first-dashboard/index.html
@@ -18,8 +18,8 @@
 
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diff --git a/docs/creating-charts-dashboards/exploring-data/index.html b/docs/creating-charts-dashboards/exploring-data/index.html
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@@ -18,8 +18,8 @@
 
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 </html>
\ No newline at end of file
diff --git a/docs/databases/ascend/index.html b/docs/databases/ascend/index.html
index baac5ce..7036342 100644
--- a/docs/databases/ascend/index.html
+++ b/docs/databases/ascend/index.html
@@ -18,8 +18,8 @@
 
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 </html>
\ No newline at end of file
diff --git a/docs/databases/athena/index.html b/docs/databases/athena/index.html
index 913e53a..aa00285 100644
--- a/docs/databases/athena/index.html
+++ b/docs/databases/athena/index.html
@@ -18,8 +18,8 @@
 
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 <body class="navigation-with-keyboard">
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+<script src="/assets/js/runtime~main.587010fb.js"></script>
+<script src="/assets/js/main.0a4d822c.js"></script>
 </body>
 </html>
\ No newline at end of file
diff --git a/docs/databases/bigquery/index.html b/docs/databases/bigquery/index.html
index 788ba56..3614ecc 100644
--- a/docs/databases/bigquery/index.html
+++ b/docs/databases/bigquery/index.html
@@ -18,8 +18,8 @@
 
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@@ -52,7 +52,7 @@
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 </body>
 </html>
\ No newline at end of file
diff --git a/docs/databases/clickhouse/index.html b/docs/databases/clickhouse/index.html
index d4c50e3..a65f9d5 100644
--- a/docs/databases/clickhouse/index.html
+++ b/docs/databases/clickhouse/index.html
@@ -18,8 +18,8 @@
 
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@@ -47,7 +47,7 @@
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-<script src="/assets/js/runtime~main.7484a6f2.js"></script>
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+<script src="/assets/js/runtime~main.587010fb.js"></script>
+<script src="/assets/js/main.0a4d822c.js"></script>
 </body>
 </html>
\ No newline at end of file
diff --git a/docs/databases/cockroachdb/index.html b/docs/databases/cockroachdb/index.html
index 3d938a7..4ff4744 100644
--- a/docs/databases/cockroachdb/index.html
+++ b/docs/databases/cockroachdb/index.html
@@ -18,8 +18,8 @@
 
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@@ -46,7 +46,7 @@
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+<script src="/assets/js/runtime~main.587010fb.js"></script>
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\ No newline at end of file
diff --git a/docs/databases/cratedb/index.html b/docs/databases/cratedb/index.html
index 4c693ca..85c913a 100644
--- a/docs/databases/cratedb/index.html
+++ b/docs/databases/cratedb/index.html
@@ -18,8 +18,8 @@
 
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 </html>
\ No newline at end of file
diff --git a/docs/databases/databend/index.html b/docs/databases/databend/index.html
index 4f2ec06..02ba337 100644
--- a/docs/databases/databend/index.html
+++ b/docs/databases/databend/index.html
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content="1"></li><li itemscope="" itemprop="itemListElement" itemtype="https://schema.org/ListItem" class="breadcrumbs__item breadcrumbs__item--active"><span class="breadcrumbs__link" itemprop="name">Alerts and Reports</span><meta itemprop="position" content="2"></li></ul></nav><div class="tocCollapsible_ETCw theme-doc-toc-mobile tocMobile_ITEo"><button type="button" class="clean-btn tocCollapsibleButton_TO0P">On this page</button></div><div class="theme-doc-markdown markdown"><h2 class="anchor anchorWithStickyNavbar_LWe7" id="alerts-and-reports">Alerts and Reports<a href="#alerts-and-reports" class="hash-link" aria-label="Direct link to Alerts and Reports" title="Direct link to Alerts and Reports">​</a></h2><p>Users can configure automated alerts and reports to send dashboards or charts to an email recipient or Slack channel.</p><ul><li><em>Alerts</em> are sent when a SQL condition is reached</li><li><em>Reports</em> are sent on a schedule</li></ul><p>Alerts and reports are disabled by default. To turn them on, you need to do some setup, described here.</p><h3 class="anchor anchorWithStickyNavbar_LWe7" id="requirements">Requirements<a href="#requirements" class="hash-link" aria-label="Direct link to Requirements" title="Direct link to Requirements">​</a></h3><h4 class="anchor anchorWithStickyNavbar_LWe7" id="commons">Commons<a href="#commons" class="hash-link" aria-label="Direct link to Commons" title="Direct link to Commons">​</a></h4><h5 class="anchor anchorWithStickyNavbar_LWe7" id="in-your-superset_configpy-or-superset_config_dockerpy">In your <code>superset_config.py</code> or <code>superset_config_docker.py</code><a href="#in-your-superset_configpy-or-superset_config_dockerpy" class="hash-link" aria-label="Direct link to in-your-superset_configpy-or-superset_config_dockerpy" title="Direct link to in-your-superset_configpy-or-superset_config_dockerpy">​</a></h5><ul><li><code>&quot;ALERT_REPORTS&quot;</code> <a href="/docs/installation/configuring-superset#feature-flags">feature flag</a> must be turned to True.</li><li><code>beat_schedule</code> in CeleryConfig must contain schedule for <code>reports.scheduler</code>.</li><li>At least one of those must be configured, depending on what you want to use:<ul><li>emails: <code>SMTP_*</code> settings</li><li>Slack messages: <code>SLACK_API_TOKEN</code></li></ul></li></ul><h6 class="anchor anchorWithStickyNavbar_LWe7" id="disable-dry-run-mode">Disable dry-run mode<a href="#disable-dry-run-mode" class="hash-link" aria-label="Direct link to Disable dry-run mode" title="Direct link to Disable dry-run mode">​</a></h6><p>Screenshots will be taken but no messages actually sent as long as <code>ALERT_REPORTS_NOTIFICATION_DRY_RUN = True</code>, its default value in <code>docker/pythonpath_dev/superset_config.py</code>.  To disable dry-run mode and start receiving email/Slack notifications, set <code>ALERT_REPORTS_NOTIFICATION_DRY_RUN</code> to <code>False</code> in <a href="https://github.com/apache/superset/blob/master/docker/pythonpath_dev/superset_config.py" target="_blank" rel="noopener noreferrer">superset config</a>.</p><h5 class="anchor anchorWithStickyNavbar_LWe7" id="in-your-dockerfile">In your <code>Dockerfile</code><a href="#in-your-dockerfile" class="hash-link" aria-label="Direct link to in-your-dockerfile" title="Direct link to in-your-dockerfile">​</a></h5><ul><li>You must install a headless browser, for taking screenshots of the charts and dashboards. Only Firefox and Chrome are currently supported.<blockquote><p>If you choose Chrome, you must also change the value of <code>WEBDRIVER_TYPE</code> to <code>&quot;chrome&quot;</code> in your <code>superset_config.py</code>.</p></blockquote></li></ul><p>Note: All the components required (Firefox headless browser, Redis, Postgres db, celery worker and celery beat) are present in the <em>dev</em> docker image if you are following <a href="/docs/installation/installing-superset-using-docker-compose/">Installing Superset Locally</a>.
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content="1"></li><li itemscope="" itemprop="itemListElement" itemtype="https://schema.org/ListItem" class="breadcrumbs__item breadcrumbs__item--active"><span class="breadcrumbs__link" itemprop="name">Alerts and Reports</span><meta itemprop="position" content="2"></li></ul></nav><div class="tocCollapsible_ETCw theme-doc-toc-mobile tocMobile_ITEo"><button type="button" class="clean-btn tocCollapsibleButton_TO0P">On this page</button></div><div class="theme-doc-markdown markdown"><h2 class="anchor anchorWithStickyNavbar_LWe7" id="alerts-and-reports">Alerts and Reports<a href="#alerts-and-reports" class="hash-link" aria-label="Direct link to Alerts and Reports" title="Direct link to Alerts and Reports">​</a></h2><p>Users can configure automated alerts and reports to send dashboards or charts to an email recipient or Slack channel.</p><ul><li><em>Alerts</em> are sent when a SQL condition is reached</li><li><em>Reports</em> are sent on a schedule</li></ul><p>Alerts and reports are disabled by default. To turn them on, you need to do some setup, described here.</p><h3 class="anchor anchorWithStickyNavbar_LWe7" id="requirements">Requirements<a href="#requirements" class="hash-link" aria-label="Direct link to Requirements" title="Direct link to Requirements">​</a></h3><h4 class="anchor anchorWithStickyNavbar_LWe7" id="commons">Commons<a href="#commons" class="hash-link" aria-label="Direct link to Commons" title="Direct link to Commons">​</a></h4><h5 class="anchor anchorWithStickyNavbar_LWe7" id="in-your-superset_configpy-or-superset_config_dockerpy">In your <code>superset_config.py</code> or <code>superset_config_docker.py</code><a href="#in-your-superset_configpy-or-superset_config_dockerpy" class="hash-link" aria-label="Direct link to in-your-superset_configpy-or-superset_config_dockerpy" title="Direct link to in-your-superset_configpy-or-superset_config_dockerpy">​</a></h5><ul><li><code>&quot;ALERT_REPORTS&quot;</code> <a href="/docs/installation/configuring-superset#feature-flags">feature flag</a> must be turned to True.</li><li><code>beat_schedule</code> in CeleryConfig must contain schedule for <code>reports.scheduler</code>.</li><li>At least one of those must be configured, depending on what you want to use:<ul><li>emails: <code>SMTP_*</code> settings</li><li>Slack messages: <code>SLACK_API_TOKEN</code></li></ul></li></ul><h6 class="anchor anchorWithStickyNavbar_LWe7" id="disable-dry-run-mode">Disable dry-run mode<a href="#disable-dry-run-mode" class="hash-link" aria-label="Direct link to Disable dry-run mode" title="Direct link to Disable dry-run mode">​</a></h6><p>Screenshots will be taken but no messages actually sent as long as <code>ALERT_REPORTS_NOTIFICATION_DRY_RUN = True</code>, its default value in <code>docker/pythonpath_dev/superset_config.py</code>.  To disable dry-run mode and start receiving email/Slack notifications, set <code>ALERT_REPORTS_NOTIFICATION_DRY_RUN</code> to <code>False</code> in <a href="https://github.com/apache/superset/blob/master/docker/pythonpath_dev/superset_config.py" target="_blank" rel="noopener noreferrer">superset config</a>.</p><h5 class="anchor anchorWithStickyNavbar_LWe7" id="in-your-dockerfile">In your <code>Dockerfile</code><a href="#in-your-dockerfile" class="hash-link" aria-label="Direct link to in-your-dockerfile" title="Direct link to in-your-dockerfile">​</a></h5><ul><li>You must install a headless browser, for taking screenshots of the charts and dashboards. Only Firefox and Chrome are currently supported.<blockquote><p>If you choose Chrome, you must also change the value of <code>WEBDRIVER_TYPE</code> to <code>&quot;chrome&quot;</code> in your <code>superset_config.py</code>.</p></blockquote></li></ul><p>Note: All the components required (Firefox headless browser, Redis, Postgres db, celery worker and celery beat) are present in the <em>dev</em> docker image if you are following <a href="/docs/installation/installing-superset-using-docker-compose/">Installing Superset Locally</a>.
 All you need to do is add the required config variables described in this guide (See <code>Detailed Config</code>).</p><p>If you are running a non-dev docker image, e.g., a stable release like <code>apache/superset:3.1.0</code>, that image does not include a headless browser.  Only the <code>superset_worker</code> container needs this headless browser to browse to the target chart or dashboard.
 You can either install and configure the headless browser - see &quot;Custom Dockerfile&quot; section below - or when deploying via <code>docker compose</code>, modify your <code>docker-compose.yml</code> file to use a dev image for the worker container and a stable release image for the <code>superset_app</code> container.</p><p><em>Note</em>: In this context, a &quot;dev image&quot; is the same application software as its corresponding non-dev image, just bundled with additional tools.  So an image like <code>3.1.0-dev</code> is identical to <code>3.1.0</code> when it comes to stability, functionality, and running in production.  The actual &quot;in-development&quot; versions of Superset - cutting-edge and unstable - are not tagged with version numbers on Docker Hub and will display version <code>0.0.0-dev</code> within the Superset UI.</p><h4 class="anchor anchorWithStickyNavbar_LWe7" id="slack-integration">Slack integration<a href="#slack-integration" class="hash-link" aria-label="Direct link to Slack integration" title="Direct link to Slack integration">​</a></h4><p>To send alerts and reports to Slack channels, you need to create a new Slack Application on your workspace.</p><ol><li>Connect to your Slack workspace, then head to <a href="https://api.slack.com/apps" target="_blank" rel="noopener noreferrer">https://api.slack.com/apps</a>.</li><li>Create a new app.</li><li>Go to &quot;OAuth &amp; Permissions&quot; section, and give the following scopes to your app:<ul><li><code>incoming-webhook</code></li><li><code>files:write</code></li><li><code>chat:write</code></li></ul></li><li>At the top of the &quot;OAuth and Permissions&quot; section, click &quot;install to workspace&quot;.</li><li>Select a default channel for your app and continue.
 (You can post to any channel by inviting your Superset app into that channel).</li><li>The app should now be installed in your workspace, and a &quot;Bot User OAuth Access Token&quot; should have been created. Copy that token in the <code>SLACK_API_TOKEN</code> variable of your <code>superset_config.py</code>.</li><li>Restart the service (or run <code>superset init</code>) to pull in the new configuration.</li></ol><p>Note: when you configure an alert or a report, the Slack channel list takes channel names without the leading &#x27;#&#x27; e.g. use <code>alerts</code> instead of <code>#alerts</code>.</p><h4 class="anchor anchorWithStickyNavbar_LWe7" id="kubernetes-specific">Kubernetes-specific<a href="#kubernetes-specific" class="hash-link" aria-label="Direct link to Kubernetes-specific" title="Direct link to Kubernetes-specific">​</a></h4><ul><li>You must have a <code>celery beat</code> pod running. If you&#x27;re using the chart included in the GitHub repository under <a href="https://github.com/apache/superset/tree/master/helm/superset" target="_blank" rel="noopener noreferrer">helm/superset</a>, you need to put <code>supersetCeleryBeat.enabled = true</code> in your values override.</li><li>You can see the dedicated docs about <a href="/docs/installation/running-on-kubernetes">Kubernetes installation</a> for more generic details.</li></ul><h4 class="anchor anchorWithStickyNavbar_LWe7" id="docker-compose-specific">Docker Compose specific<a href="#docker-compose-specific" class="hash-link" aria-label="Direct link to Docker Compose specific" title="Direct link to Docker Compose specific">​</a></h4><h5 class="anchor anchorWithStickyNavbar_LWe7" id="you-must-have-in-your-docker-composeyml">You must have in your <code>docker-compose.yml</code><a href="#you-must-have-in-your-docker-composeyml" class="hash-link" aria-label="Direct link to you-must-have-in-your-docker-composeyml" title="Direct link to you-must-have-in-your-docker-composeyml">​</a></h5><ul><li>A Redis message broker</li><li>PostgreSQL DB instead of SQLlite</li><li>One or more <code>celery worker</code></li><li>A single <code>celery beat</code></li></ul><p>This process also works in a Docker swarm environment, you would just need to add <code>Deploy:</code> to the Superset, Redis and Postgres services along with your specific configs for your swarm.</p><h3 class="anchor anchorWithStickyNavbar_LWe7" id="detailed-config">Detailed config<a href="#detailed-config" class="hash-link" aria-label="Direct link to Detailed config" title="Direct link to Detailed config">​</a></h3><p>The following configurations need to be added to the <code>superset_config.py</code> file. This file is loaded when the image runs, and any configurations in it will override the default configurations found in the <code>config.py</code>.</p><p>You can find documentation about each field in the default <code>config.py</code> in the GitHub repository under <a href="https://github.com/apache/superset/blob/master/superset/config.py" target="_blank" rel="noopener noreferrer">superset/config.py</a>.</p><p>You need to replace default values with your custom Redis, Slack and/or SMTP config.</p><p>Superset uses Celery beat and Celery worker(s) to send alerts and reports.</p><ul><li>The beat is the scheduler that tells the worker when to perform its tasks. This schedule is defined when you create the alert or report.</li><li>The worker will process the  tasks that need to be performed when an alert or report is fired.</li></ul><p>In the <code>CeleryConfig</code>, only the <code>beat_schedule</code> is relevant to this feature, the rest of the <code>CeleryConfig</code> can be changed for your needs.</p><div class="language-python codeBlockContainer_Ckt0 theme-code-block" style="--prism-color:#393A34;--prism-background-color:#f6f8fa"><div class="codeBlockContent_biex"><pre tabindex="0" class="prism-code language-python codeBlock_bY9V thin-scrollbar"><code class="codeBlockLines_e6Vv"><span class="token-line" style="color:#393A34"><span class="token keyword" style="color:#00009f">from</span><span class="token plain"> celery</span><span class="token punctuation" style="color:#393A34">.</span><span class="token plain">schedules </span><span class="token keyword" style="color:#00009f">import</span><span class="token plain"> crontab</span><br></span><span class="token-line" style="color:#393A34"><span class="token plain" style="display:inline-block"></span><br></span><span class="token-line" style="color:#393A34"><span class="token plain">FEATURE_FLAGS </span><span class="token operator" style="color:#393A34">=</span><span class="token plain"> </span><span class="token punctuation" style="color:#393A34">{</span><span class="token plain"></span><br></span><span class="token-line" style="color:#393A34"><span class="token plain">    </span><span class="token string" style="color:#e3116c">&quot;ALERT_REPORTS&quot;</span><span class="token punctuation" style="color:#393A34">:</span><span class="token plain"> </span><span class="token boolean" style="color:#36acaa">True</span><span class="token plain"></span><br></span><span class="token-line" style="color:#393A34"><span class="token plain"></span><span class="token punctuation" style="color:#393A34">}</span><span class="token plain"></span><br></span><span class="token-line" style="color:#393A34"><span class="token plain" style="display:inline-block"></span><br></span><span class="token-line" style="color:#393A34"><span class="token plain">REDIS_HOST </span><span class="token operator" style="color:#393A34">=</span><span class="token plain"> </span><span class="token string" style="color:#e3116c">&quot;superset_cache&quot;</span><span class="token plain"></span><br></span><span class="token-line" style="color:#393A34"><span class="token plain">REDIS_PORT </span><span class="token operator" style="color:#393A34">=</span><span class="token plain"> </span><span class="token string" style="color:#e3116c">&quot;6379&quot;</span><span class="token plain"></span><br></span><span class="token-line" style="color:#393A34"><span class="token plain" style="display:inline-block"></span><br></span><span class="token-line" style="color:#393A34"><span class="token plain"></span><span class="token keyword" style="color:#00009f">class</span><span class="token plain"> </span><span class="token class-name">CeleryConfig</span><span class="token punctuation" style="color:#393A34">:</span><span class="token plain"></span><br></span><span class="token-line" style="color:#393A34"><span class="token plain">    broker_url </span><span class="token operator" style="color:#393A34">=</span><span class="token plain"> </span><span class="token string-interpolation string" style="color:#e3116c">f&quot;redis://</span><span class="token string-interpolation interpolation punctuation" style="color:#393A34">{</span><span class="token string-interpolation interpolation">REDIS_HOST</span><span class="token string-interpolation interpolation punctuation" style="color:#393A34">}</span><span class="token string-interpolation string" style="color:#e3116c">:</span><span class="token string-interpolation interpolation punctuation" style="color:#393A34">{</span><span class="token string-interpolation interpolation">REDIS_PORT</span><span class="token string-interpolation interpolation punctuation" style="color:#393A34">}</span><span class="token string-interpolation string" style="color:#e3116c">/0&quot;</span><span class="token plain"></span><br></span><span class="token-line" style="color:#393A34"><span class="token plain">    imports </span><span class="token operator" style="color:#393A34">=</span><span class="token plain"> </span><span class="token punctuation" style="color:#393A34">(</span><span class="token plain"></span><br></span><span class="token-line" style="color:#393A34"><span class="token plain">        </span><span class="token string" style="color:#e3116c">&quot;superset.sql_lab&quot;</span><span class="token punctuation" style="color:#393A34">,</span><span class="token plain"></span><br></span><span class="token-line" style="color:#393A34"><span class="token plain">        </span><span class="token string" style="color:#e3116c">&quot;superset.tasks.scheduler&quot;</span><span class="token punctuation" style="color:#393A34">,</span><span class="token plain"></span><br></span><span class="token-line" style="color:#393A34"><span class="token plain">    </span><span class="token punctuation" style="color:#393A34">)</span><span class="token plain"></span><br></span><span class="token-line" style="color:#393A34"><span class="token plain">    result_backend </span><span class="token operator" style="color:#393A34">=</span><span class="token plain"> </span><span class="token string-interpolation string" style="color:#e3116c">f&quot;redis://</span><span class="token string-interpolation interpolation punctuation" style="color:#393A34">{</span><span class="token string-interpolation interpolation">REDIS_HOST</span><span class="token string-interpolation interpolation punctuation" style="color:#393A34">}</span><span class="token string-interpolation string" style="color:#e3116c">:</span><span class="token string-interpolation interpolation punctuation" style="color:#393A34">{</span><span class="token string-interpolation interpolation">REDIS_PORT</span><span class="token string-interpolation interpolation punctuation" style="color:#393A34">}</span><span class="token string-interpolation string" style="color:#e3116c">/0&quot;</span><span class="token plain"></span><br></span><span class="token-line" style="color:#393A34"><span class="token plain">    worker_prefetch_multiplier </span><span class="token operator" style="color:#393A34">=</span><span class="token plain"> </span><span class="token number" style="color:#36acaa">10</span><span class="token plain"></span><br></span><span class="token-line" style="color:#393A34"><span class="token plain">    task_acks_late </span><span class="token operator" style="color:#393A34">=</span><span class="token plain"> </span><span class="token boolean" style="color:#36acaa">True</span><span class="token plain"></span><br></span><span class="token-line" style="color:#393A34"><span class="token plain">    task_annotations </span><span class="token operator" style="color:#393A34">=</span><span class="token plain"> </span><span class="token punctuation" style="color:#393A34">{</span><span class="token plain"></span><br></span><span class="token-line" style="color:#393A34"><span class="token plain">        </span><span class="token string" style="color:#e3116c">&quot;sql_lab.get_sql_results&quot;</span><span class="token punctuation" style="color:#393A34">:</span><span class="token plain"> </span><span class="token punctuation" style="color:#393A34">{</span><span class="token plain"></span><br></span><span class="token-line" style="color:#393A34"><span class="token plain">            </span><span class="token string" style="color:#e3116c">&quot;rate_limit&quot;</span><span class="token punctuation" style="color:#393A34">:</span><span class="token plain"> </span><span class="token string" style="color:#e3116c">&quot;100/s&quot;</span><span class="token punctuation" style="color:#393A34">,</span><span class="token plain"></span><br></span><span class="token-line" style="color:#393A34"><span class="token plain">        </span><span class="token punctuation" style="color:#393A34">}</span><span class="token punctuation" style="color:#393A34">,</span><span class="token plain"></span><br></span><span class="token-line" style="color:#393A34"><span class="token plain">    </span><span class="token punctuation" style="color:#393A34">}</span><span class="token plain"></span><br></span><span class="token-line" style="color:#393A34"><span class="token plain">    beat_schedule </span><span class="token operator" style="color:#393A34">=</span><span class="token plain"> </span><span class="token punctuation" style="color:#393A34">{</span><span class="token plain"></span><br></span><span class="token-line" style="color:#393A34"><span class="token plain">        </span><span class="token string" style="color:#e3116c">&quot;reports.scheduler&quot;</span><span class="token punctuation" style="color:#393A34">:</span><span class="token plain"> </span><span class="token punctuation" style="color:#393A34">{</span><span class="token plain"></span><br></span><span class="token-line" style="color:#393A34"><span class="token plain">            </span><span class="token string" style="color:#e3116c">&quot;task&quot;</span><span class="token punctuation" style="color:#393A34">:</span><span class="token plain"> </span><span class="token string" style="color:#e3116c">&quot;reports.scheduler&quot;</span><span class="token punctuation" style="color:#393A34">,</span><span class="token plain"></span><br></span><span class="token-line" style="color:#393A34"><span class="token plain">            </span><span class="token string" style="color:#e3116c">&quot;schedule&quot;</span><span class="token punctuation" style="color:#393A34">:</span><span class="token plain"> crontab</span><span class="token punctuation" style="color:#393A34">(</span><span class="token plain">minute</span><span class="token operator" style="color:#393A34">=</span><span class="token string" style="color:#e3116c">&quot;*&quot;</span><span class="token punctuation" style="color:#393A34">,</span><span class="token plain"> hour</span><span class="token operator" style="color:#393A34">=</span><span class="token string" style="color:#e3116c">&quot;*&quot;</span><span class="token punctuation" style="color:#393A34">)</span><span class="token punctuation" style="color:#393A34">,</span><span class="token plain"></span><br></span><span class="token-line" style="color:#393A34"><span class="token plain">        </span><span class="token punctuation" style="color:#393A34">}</span><span class="token punctuation" style="color:#393A34">,</span><span class="token plain"></span><br></span><span class="token-line" style="color:#393A34"><span class="token plain">        </span><span class="token string" style="color:#e3116c">&quot;reports.prune_log&quot;</span><span class="token punctuation" style="color:#393A34">:</span><span class="token plain"> </span><span class="token punctuation" style="color:#393A34">{</span><span class="token plain"></span><br></span><span class="token-line" style="color:#393A34"><span class="token plain">            </span><span class="token string" style="color:#e3116c">&quot;task&quot;</span><span class="token punctuation" style="color:#393A34">:</span><span class="token plain"> </span><span class="token string" style="color:#e3116c">&quot;reports.prune_log&quot;</span><span class="token punctuation" style="color:#393A34">,</span><span class="token plain"></span><br></span><span class="token-line" style="color:#393A34"><span class="token plain">            </span><span class="token string" style="color:#e3116c">&quot;schedule&quot;</span><span class="token punctuation" style="color:#393A34">:</span><span class="token plain"> crontab</span><span class="token punctuation" style="color:#393A34">(</span><span class="token plain">minute</span><span class="token operator" style="color:#393A34">=</span><span class="token number" style="color:#36acaa">0</span><span class="token punctuation" style="color:#393A34">,</span><span class="token plain"> hour</span><span class="token operator" style="color:#393A34">=</span><span class="token number" style="color:#36acaa">0</span><span class="token punctuation" style="color:#393A34">)</span><span class="token punctuation" style="color:#393A34">,</span><span class="token plain"></span><br></span><span class="token-line" style="color:#393A34"><span class="token plain">        </span><span class="token punctuation" style="color:#393A34">}</span><span class="token punctuation" style="color:#393A34">,</span><span class="token plain"></span><br></span><span class="token-line" style="color:#393A34"><span class="token plain">    </span><span class="token punctuation" style="color:#393A34">}</span><span class="token plain"></span><br></span><span class="token-line" style="color:#393A34"><span class="token plain">CELERY_CONFIG </span><span class="token operator" style="color:#393A34">=</span><span class="token plain"> CeleryConfig</span><br></span><span class="token-line" style="color:#393A34"><span class="token plain" style="display:inline-block"></span><br></span><span class="token-line" style="color:#393A34"><span class="token plain">SCREENSHOT_LOCATE_WAIT </span><span class="token operator" style="color:#393A34">=</span><span class="token plain"> </span><span class="token number" style="color:#36acaa">100</span><span class="token plain"></span><br></span><span class="token-line" style="color:#393A34"><span class="token plain">SCREENSHOT_LOAD_WAIT </span><span class="token operator" style="color:#393A34">=</span><span class="token plain"> </span><span class="token number" style="color:#36acaa">600</span><span class="token plain"></span><br></span><span class="token-line" style="color:#393A34"><span class="token plain" style="display:inline-block"></span><br></span><span class="token-line" style="color:#393A34"><span class="token plain"></span><span class="token comment" style="color:#999988;font-style:italic"># Slack configuration</span><span class="token plain"></span><br></span><span class="token-line" style="color:#393A34"><span class="token plain">SLACK_API_TOKEN </span><span class="token operator" style="color:#393A34">=</span><span class="token plain"> </span><span class="token string" style="color:#e3116c">&quot;xoxb-&quot;</span><span class="token plain"></span><br></span><span class="token-line" style="color:#393A34"><span class="token plain" style="display:inline-block"></span><br></span><span class="token-line" style="color:#393A34"><span class="token plain"></span><span class="token comment" style="color:#999988;font-style:italic"># Email configuration</span><span class="token plain"></span><br></span><span class="token-line" style="color:#393A34"><span class="token plain">SMTP_HOST </span><span class="token operator" style="color:#393A34">=</span><span class="token plain"> </span><span class="token string" style="color:#e3116c">&quot;smtp.sendgrid.net&quot;</span><span class="token plain"> </span><span class="token comment" style="color:#999988;font-style:italic"># change to your host</span><span class="token plain"></span><br></span><span class="token-line" style="color:#393A34"><span class="token plain">SMTP_PORT </span><span class="token operator" style="color:#393A34">=</span><span class="token plain"> </span><span class="token number" style="color:#36acaa">2525</span><span class="token plain"> </span><span class="token comment" style="color:#999988;font-style:italic"># your port, e.g. 587</span><span class="token plain"></span><br></span><span class="token-line" style="color:#393A34"><span class="token plain">SMTP_STARTTLS </span><span class="token operator" style="color:#393A34">=</span><span class="token plain"> </span><span class="token boolean" style="color:#36acaa">True</span><span class="token plain"></span><br></span><span class="token-line" style="color:#393A34"><span class="token plain">SMTP_SSL_SERVER_AUTH </span><span class="token operator" style="color:#393A34">=</span><span class="token plain"> </span><span class="token boolean" style="color:#36acaa">True</span><span class="token plain"> </span><span class="token comment" style="color:#999988;font-style:italic"># If your using an SMTP server with a valid certificate</span><span class="token plain"></span><br></span><span class="token-line" style="color:#393A34"><span class="token plain">SMTP_SSL </span><span class="token operator" style="color:#393A34">=</span><span class="token plain"> </span><span class="token boolean" style="color:#36acaa">False</span><span class="token plain"></span><br></span><span class="token-line" style="color:#393A34"><span class="token plain">SMTP_USER </span><span class="token operator" style="color:#393A34">=</span><span class="token plain"> </span><span class="token string" style="color:#e3116c">&quot;your_user&quot;</span><span class="token plain"> </span><span class="token comment" style="color:#999988;font-style:italic"># use the empty string &quot;&quot; if using an unauthenticated SMTP server</span><span class="token plain"></span><br></span><span class="token-line" style="color:#393A34"><span class="token plain">SMTP_PASSWORD </span><span class="token operator" style="color:#393A34">=</span><span class="token plain"> </span><span class="token string" style="color:#e3116c">&quot;your_password&quot;</span><span class="token plain"> </span><span class="token comment" style="color:#999988;font-style:italic"># use the empty string &quot;&quot; if using an unauthenticated SMTP server</span><span class="token plain"></span><br></span><span class="token-line" style="color:#393A34"><span class="token plain">SMTP_MAIL_FROM </span><span class="token operator" style="color:#393A34">=</span><span class="token plain"> </span><span class="token string" style="color:#e3116c">&quot;noreply@youremail.com&quot;</span><span class="token plain"></span><br></span><span class="token-line" style="color:#393A34"><span class="token plain">EMAIL_REPORTS_SUBJECT_PREFIX </span><span class="token operator" style="color:#393A34">=</span><span class="token plain"> </span><span class="token string" style="color:#e3116c">&quot;[Superset] &quot;</span><span class="token plain"> </span><span class="token comment" style="color:#999988;font-style:italic"># optional - overwrites default value in config.py of &quot;[Report] &quot;</span><span class="token plain"></span><br></span><span class="token-line" style="color:#393A34"><span class="token plain" style="display:inline-block"></span><br></span><span class="token-line" style="color:#393A34"><span class="token plain"></span><span class="token comment" style="color:#999988;font-style:italic"># WebDriver configuration</span><span class="token plain"></span><br></span><span class="token-line" style="color:#393A34"><span class="token plain"></span><span class="token comment" style="color:#999988;font-style:italic"># If you use Firefox, you can stick with default values</span><span class="token plain"></span><br></span><span class="token-line" style="color:#393A34"><span class="token plain"></span><span class="token comment" style="color:#999988;font-style:italic"># If you use Chrome, then add the following WEBDRIVER_TYPE and WEBDRIVER_OPTION_ARGS</span><span class="token plain"></span><br></span><span class="token-line" style="color:#393A34"><span class="token plain">WEBDRIVER_TYPE </span><span class="token operator" style="color:#393A34">=</span><span class="token plain"> </span><span class="token string" style="color:#e3116c">&quot;chrome&quot;</span><span class="token plain"></span><br></span><span class="token-line" style="color:#393A34"><span class="token plain">WEBDRIVER_OPTION_ARGS </span><span class="token operator" style="color:#393A34">=</span><span class="token plain"> </span><span class="token punctuation" style="color:#393A34">[</span><span class="token plain"></span><br></span><span class="token-line" style="color:#393A34"><span class="token plain">    </span><span class="token string" style="color:#e3116c">&quot;--force-device-scale-factor=2.0&quot;</span><span class="token punctuation" style="color:#393A34">,</span><span class="token plain"></span><br></span><span class="token-line" style="color:#393A34"><span class="token plain">    </span><span class="token string" style="color:#e3116c">&quot;--high-dpi-support=2.0&quot;</span><span class="token punctuation" style="color:#393A34">,</span><span class="token plain"></span><br></span><span class="token-line" style="color:#393A34"><span class="token plain">    </span><span class="token string" style="color:#e3116c">&quot;--headless&quot;</span><span class="token punctuation" style="color:#393A34">,</span><span class="token plain"></span><br></span><span class="token-line" style="color:#393A34"><span class="token plain">    </span><span class="token string" style="color:#e3116c">&quot;--disable-gpu&quot;</span><span class="token punctuation" style="color:#393A34">,</span><span class="token plain"></span><br></span><span class="token-line" style="color:#393A34"><span class="token plain">    </span><span class="token string" style="color:#e3116c">&quot;--disable-dev-shm-usage&quot;</span><span class="token punctuation" style="color:#393A34">,</span><span class="token plain"></span><br></span><span class="token-line" style="color:#393A34"><span class="token plain">    </span><span class="token string" style="color:#e3116c">&quot;--no-sandbox&quot;</span><span class="token punctuation" style="color:#393A34">,</span><span class="token plain"></span><br></span><span class="token-line" style="color:#393A34"><span class="token plain">    </span><span class="token string" style="color:#e3116c">&quot;--disable-setuid-sandbox&quot;</span><span class="token punctuation" style="color:#393A34">,</span><span class="token plain"></span><br></span><span class="token-line" style="color:#393A34"><span class="token plain">    </span><span class="token string" style="color:#e3116c">&quot;--disable-extensions&quot;</span><span class="token punctuation" style="color:#393A34">,</span><span class="token plain"></span><br></span><span class="token-line" style="color:#393A34"><span class="token plain"></span><span class="token punctuation" style="color:#393A34">]</span><span class="token plain"></span><br></span><span class="token-line" style="color:#393A34"><span class="token plain" style="display:inline-block"></span><br></span><span class="token-line" style="color:#393A34"><span class="token plain"></span><span class="token comment" style="color:#999988;font-style:italic"># This is for internal use, you can keep http</span><span class="token plain"></span><br></span><span class="token-line" style="color:#393A34"><span class="token plain">WEBDRIVER_BASEURL </span><span class="token operator" style="color:#393A34">=</span><span class="token plain"> </span><span class="token string" style="color:#e3116c">&quot;http://superset:8088&quot;</span><span class="token plain"></span><br></span><span class="token-line" style="color:#393A34"><span class="token plain"></span><span class="token comment" style="color:#999988;font-style:italic"># This is the link sent to the recipient. Change to your domain, e.g. https://superset.mydomain.com</span><span class="token plain"></span><br></span><span class="token-line" style="color:#393A34"><span class="token plain">WEBDRIVER_BASEURL_USER_FRIENDLY </span><span class="token operator" style="color:#393A34">=</span><span class="token plain"> </span><span class="token string" style="color:#e3116c">&quot;http://localhost:8088&quot;</span><br></span></code></pre><div class="buttonGroup__atx"><button type="button" aria-label="Copy code to clipboard" title="Copy" class="clean-btn"><span class="copyButtonIcons_eSgA" aria-hidden="true"><svg viewBox="0 0 24 24" class="copyButtonIcon_y97N"><path fill="currentColor" d="M19,21H8V7H19M19,5H8A2,2 0 0,0 6,7V21A2,2 0 0,0 8,23H19A2,2 0 0,0 21,21V7A2,2 0 0,0 19,5M16,1H4A2,2 0 0,0 2,3V17H4V3H16V1Z"></path></svg><svg viewBox="0 0 24 24" class="copyButtonSuccessIcon_LjdS"><path fill="currentColor" d="M21,7L9,19L3.5,13.5L4.91,12.09L9,16.17L19.59,5.59L21,7Z"></path></svg></span></button></div></div></div><p>You also need
@@ -64,7 +64,7 @@
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content="1"></li><li itemscope="" itemprop="itemListElement" itemtype="https://schema.org/ListItem" class="breadcrumbs__item breadcrumbs__item--active"><span class="breadcrumbs__link" itemprop="name">Async Queries via Celery</span><meta itemprop="position" content="2"></li></ul></nav><div class="tocCollapsible_ETCw theme-doc-toc-mobile tocMobile_ITEo"><button type="button" class="clean-btn tocCollapsibleButton_TO0P">On this page</button></div><div class="theme-doc-markdown markdown"><h2 class="anchor anchorWithStickyNavbar_LWe7" id="async-queries-via-celery">Async Queries via Celery<a href="#async-queries-via-celery" class="hash-link" aria-label="Direct link to Async Queries via Celery" title="Direct link to Async Queries via Celery">​</a></h2><h3 class="anchor anchorWithStickyNavbar_LWe7" id="celery">Celery<a href="#celery" class="hash-link" aria-label="Direct link to Celery" title="Direct link to Celery">​</a></h3><p>On large analytic databases, it’s common to run queries that execute for minutes or hours. 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execute for minutes or hours. 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 the <code>celery worker</code> command, run <code>celery worker --help</code> to view the related options.</li><li>a celery broker (message queue) for which we recommend using Redis or RabbitMQ</li><li>a results backend that defines where the worker will persist the query results</li></ul><p>Configuring Celery requires defining a <code>CELERY_CONFIG</code> in your <code>superset_config.py</code>. Both the worker
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rgba(0,0,0,0.3);scale:1;}</style><a href="https://github.com/apache/superset/edit/master/docs/docs/installation/configuring-superset.mdx" target="_blank" rel="noopener noreferrer" class="css-dhwkje">Edit this page on GitHub</a><div class="row"><div class="col docItemCol_VOVn"><div class="docItemContainer_Djhp"><article><nav class="theme-doc-breadcrumbs breadcrumbsContainer_Z_bl" aria-label="Breadcrumbs"><ul class="breadcrumbs" itemscope="" itemtype="https://schema.org/BreadcrumbList"><li class="breadcrumbs__item"><a aria-label="Home page" class="breadcrumbs__link" href="/"><svg viewBox="0 0 24 24" class="breadcrumbHomeIcon_YNFT"><path d="M10 19v-5h4v5c0 .55.45 1 1 1h3c.55 0 1-.45 1-1v-7h1.7c.46 0 .68-.57.33-.87L12.67 3.6c-.38-.34-.96-.34-1.34 0l-8.36 7.53c-.34.3-.13.87.33.87H5v7c0 .55.45 1 1 1h3c.55 0 1-.45 1-1z" fill="currentColor"></path></svg></a></li><li class="breadcrumbs__item"><span class="breadcrumbs__link">Installation and Configuration</span><meta itemprop="position" content="1"></li><li itemscope="" itemprop="itemListElement" itemtype="https://schema.org/ListItem" class="breadcrumbs__item breadcrumbs__item--active"><span class="breadcrumbs__link" itemprop="name">Configuring Superset</span><meta itemprop="position" content="2"></li></ul></nav><div class="tocCollapsible_ETCw theme-doc-toc-mobile tocMobile_ITEo"><button type="button" class="clean-btn tocCollapsibleButton_TO0P">On this page</button></div><div class="theme-doc-markdown markdown"><h2 class="anchor anchorWithStickyNavbar_LWe7" id="configuring-superset">Configuring Superset<a href="#configuring-superset" class="hash-link" aria-label="Direct link to Configuring Superset" title="Direct link to Configuring Superset">​</a></h2><h3 class="anchor anchorWithStickyNavbar_LWe7" id="configuration">Configuration<a href="#configuration" class="hash-link" aria-label="Direct link to Configuration" title="Direct link to Configuration">​</a></h3><p>To configure your application, you need to create a file <code>superset_config.py</code>. Add this file to your</p><p><code>PYTHONPATH</code> or create an environment variable <code>SUPERSET_CONFIG_PATH</code> specifying the full path of the <code>superset_config.py</code>.</p><p>For example, if deploying on Superset directly on a Linux-based system where your <code>superset_config.py</code> is under <code>/app</code> directory, you can run:</p><div class="language-bash codeBlockContainer_Ckt0 theme-code-block" style="--prism-color:#393A34;--prism-background-color:#f6f8fa"><div class="codeBlockContent_biex"><pre tabindex="0" class="prism-code language-bash codeBlock_bY9V thin-scrollbar"><code class="codeBlockLines_e6Vv"><span class="token-line" style="color:#393A34"><span class="token builtin class-name">export</span><span class="token plain"> </span><span class="token assign-left variable" style="color:#36acaa">SUPERSET_CONFIG_PATH</span><span class="token operator" style="color:#393A34">=</span><span class="token plain">/app/superset_config.py</span><br></span></code></pre><div class="buttonGroup__atx"><button type="button" aria-label="Copy code to clipboard" title="Copy" class="clean-btn"><span class="copyButtonIcons_eSgA" aria-hidden="true"><svg viewBox="0 0 24 24" class="copyButtonIcon_y97N"><path fill="currentColor" d="M19,21H8V7H19M19,5H8A2,2 0 0,0 6,7V21A2,2 0 0,0 8,23H19A2,2 0 0,0 21,21V7A2,2 0 0,0 19,5M16,1H4A2,2 0 0,0 2,3V17H4V3H16V1Z"></path></svg><svg viewBox="0 0 24 24" class="copyButtonSuccessIcon_LjdS"><path fill="currentColor" d="M21,7L9,19L3.5,13.5L4.91,12.09L9,16.17L19.59,5.59L21,7Z"></path></svg></span></button></div></div></div><p>If you are using your own custom Dockerfile with official Superset image as base image, then you can add your overrides as shown below:</p><div class="language-bash codeBlockContainer_Ckt0 theme-code-block" style="--prism-color:#393A34;--prism-background-color:#f6f8fa"><div class="codeBlockContent_biex"><pre tabindex="0" class="prism-code language-bash codeBlock_bY9V thin-scrollbar"><code class="codeBlockLines_e6Vv"><span class="token-line" style="color:#393A34"><span class="token plain">COPY --chown</span><span class="token operator" style="color:#393A34">=</span><span class="token plain">superset superset_config.py /app/</span><br></span><span class="token-line" style="color:#393A34"><span class="token plain">ENV SUPERSET_CONFIG_PATH /app/superset_config.py</span><br></span></code></pre><div class="buttonGroup__atx"><button type="button" aria-label="Copy code to clipboard" title="Copy" class="clean-btn"><span class="copyButtonIcons_eSgA" aria-hidden="true"><svg viewBox="0 0 24 24" class="copyButtonIcon_y97N"><path fill="currentColor" d="M19,21H8V7H19M19,5H8A2,2 0 0,0 6,7V21A2,2 0 0,0 8,23H19A2,2 0 0,0 21,21V7A2,2 0 0,0 19,5M16,1H4A2,2 0 0,0 2,3V17H4V3H16V1Z"></path></svg><svg viewBox="0 0 24 24" class="copyButtonSuccessIcon_LjdS"><path fill="currentColor" d="M21,7L9,19L3.5,13.5L4.91,12.09L9,16.17L19.59,5.59L21,7Z"></path></svg></span></button></div></div></div><p>Docker compose deployments handle application configuration differently. See <a href="https://github.com/apache/superset/tree/master/docker#readme" target="_blank" rel="noopener noreferrer">https://github.com/apache/superset/tree/master/docker#readme</a> for details.</p><p>The following is an example of just a few of the parameters you can set in your <code>superset_config.py</code> file:</p><div class="codeBlockContainer_Ckt0 theme-code-block" style="--prism-color:#393A34;--prism-background-color:#f6f8fa"><div class="codeBlockContent_biex"><pre tabindex="0" class="prism-code language-text codeBlock_bY9V thin-scrollbar"><code class="codeBlockLines_e6Vv"><span class="token-line" style="color:#393A34"><span class="token plain"># Superset specific config</span><br></span><span class="token-line" style="color:#393A34"><span class="token plain">ROW_LIMIT = 5000</span><br></span><span class="token-line" style="color:#393A34"><span class="token plain" style="display:inline-block"></span><br></span><span class="token-line" style="color:#393A34"><span class="token plain"># Flask App Builder configuration</span><br></span><span class="token-line" style="color:#393A34"><span class="token plain"># Your App secret key will be used for securely signing the session cookie</span><br></span><span class="token-line" style="color:#393A34"><span class="token plain"># and encrypting sensitive information on the database</span><br></span><span class="token-line" style="color:#393A34"><span class="token plain"># Make sure you are changing this key for your deployment with a strong key.</span><br></span><span class="token-line" style="color:#393A34"><span class="token plain"># Alternatively you can set it with `SUPERSET_SECRET_KEY` environment variable.</span><br></span><span class="token-line" style="color:#393A34"><span class="token plain"># You MUST set this for production environments or the server will not refuse</span><br></span><span class="token-line" style="color:#393A34"><span class="token plain"># to start and you will see an error in the logs accordingly.</span><br></span><span class="token-line" style="color:#393A34"><span class="token plain">SECRET_KEY = &#x27;YOUR_OWN_RANDOM_GENERATED_SECRET_KEY&#x27;</span><br></span><span class="token-line" style="color:#393A34"><span class="token plain" style="display:inline-block"></span><br></span><span class="token-line" style="color:#393A34"><span class="token plain"># The SQLAlchemy connection string to your database backend</span><br></span><span class="token-line" style="color:#393A34"><span class="token plain"># This connection defines the path to the database that stores your</span><br></span><span class="token-line" style="color:#393A34"><span class="token plain"># superset metadata (slices, connections, tables, dashboards, ...).</span><br></span><span class="token-line" style="color:#393A34"><span class="token plain"># Note that the connection information to connect to the datasources</span><br></span><span class="token-line" style="color:#393A34"><span class="token plain"># you want to explore are managed directly in the web UI</span><br></span><span class="token-line" style="color:#393A34"><span class="token plain"># The check_same_thread=false property ensures the sqlite client does not attempt</span><br></span><span class="token-line" style="color:#393A34"><span class="token plain"># to enforce single-threaded access, which may be problematic in some edge cases</span><br></span><span class="token-line" style="color:#393A34"><span class="token plain">SQLALCHEMY_DATABASE_URI = &#x27;sqlite:////path/to/superset.db?check_same_thread=false&#x27;</span><br></span><span class="token-line" style="color:#393A34"><span class="token plain" style="display:inline-block"></span><br></span><span class="token-line" style="color:#393A34"><span class="token plain"># Flask-WTF flag for CSRF</span><br></span><span class="token-line" style="color:#393A34"><span class="token plain">WTF_CSRF_ENABLED = True</span><br></span><span class="token-line" style="color:#393A34"><span class="token plain"># Add endpoints that need to be exempt from CSRF protection</span><br></span><span class="token-line" style="color:#393A34"><span class="token plain">WTF_CSRF_EXEMPT_LIST = []</span><br></span><span class="token-line" style="color:#393A34"><span class="token plain"># A CSRF token that expires in 1 year</span><br></span><span class="token-line" style="color:#393A34"><span class="token plain">WTF_CSRF_TIME_LIMIT = 60 * 60 * 24 * 365</span><br></span><span class="token-line" style="color:#393A34"><span class="token plain" style="display:inline-block"></span><br></span><span class="token-line" style="color:#393A34"><span class="token plain"># Set this API key to enable Mapbox visualizations</span><br></span><span class="token-line" style="color:#393A34"><span class="token plain">MAPBOX_API_KEY = &#x27;&#x27;</span><br></span></code></pre><div class="buttonGroup__atx"><button type="button" aria-label="Copy code to clipboard" title="Copy" class="clean-btn"><span class="copyButtonIcons_eSgA" aria-hidden="true"><svg viewBox="0 0 24 24" class="copyButtonIcon_y97N"><path fill="currentColor" d="M19,21H8V7H19M19,5H8A2,2 0 0,0 6,7V21A2,2 0 0,0 8,23H19A2,2 0 0,0 21,21V7A2,2 0 0,0 19,5M16,1H4A2,2 0 0,0 2,3V17H4V3H16V1Z"></path></svg><svg viewBox="0 0 24 24" class="copyButtonSuccessIcon_LjdS"><path fill="currentColor" d="M21,7L9,19L3.5,13.5L4.91,12.09L9,16.17L19.59,5.59L21,7Z"></path></svg></span></button></div></div></div><p>All the parameters and default values defined in
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rgba(0,0,0,0.3);scale:1;}</style><a href="https://github.com/apache/superset/edit/master/docs/docs/installation/configuring-superset.mdx" target="_blank" rel="noopener noreferrer" class="css-dhwkje">Edit this page on GitHub</a><div class="row"><div class="col docItemCol_VOVn"><div class="docItemContainer_Djhp"><article><nav class="theme-doc-breadcrumbs breadcrumbsContainer_Z_bl" aria-label="Breadcrumbs"><ul class="breadcrumbs" itemscope="" itemtype="https://schema.org/BreadcrumbList"><li class="breadcrumbs__item"><a aria-label="Home page" class="breadcrumbs__link" href="/"><svg viewBox="0 0 24 24" class="breadcrumbHomeIcon_YNFT"><path d="M10 19v-5h4v5c0 .55.45 1 1 1h3c.55 0 1-.45 1-1v-7h1.7c.46 0 .68-.57.33-.87L12.67 3.6c-.38-.34-.96-.34-1.34 0l-8.36 7.53c-.34.3-.13.87.33.87H5v7c0 .55.45 1 1 1h3c.55 0 1-.45 1-1z" fill="currentColor"></path></svg></a></li><li class="breadcrumbs__item"><span class="breadcrumbs__link">Installation and Configuration</span><meta itemprop="position" content="1"></li><li itemscope="" itemprop="itemListElement" itemtype="https://schema.org/ListItem" class="breadcrumbs__item breadcrumbs__item--active"><span class="breadcrumbs__link" itemprop="name">Configuring Superset</span><meta itemprop="position" content="2"></li></ul></nav><div class="tocCollapsible_ETCw theme-doc-toc-mobile tocMobile_ITEo"><button type="button" class="clean-btn tocCollapsibleButton_TO0P">On this page</button></div><div class="theme-doc-markdown markdown"><h2 class="anchor anchorWithStickyNavbar_LWe7" id="configuring-superset">Configuring Superset<a href="#configuring-superset" class="hash-link" aria-label="Direct link to Configuring Superset" title="Direct link to Configuring Superset">​</a></h2><h3 class="anchor anchorWithStickyNavbar_LWe7" id="configuration">Configuration<a href="#configuration" class="hash-link" aria-label="Direct link to Configuration" title="Direct link to Configuration">​</a></h3><p>To configure your application, you need to create a file <code>superset_config.py</code>. Add this file to your</p><p><code>PYTHONPATH</code> or create an environment variable <code>SUPERSET_CONFIG_PATH</code> specifying the full path of the <code>superset_config.py</code>.</p><p>For example, if deploying on Superset directly on a Linux-based system where your <code>superset_config.py</code> is under <code>/app</code> directory, you can run:</p><div class="language-bash codeBlockContainer_Ckt0 theme-code-block" style="--prism-color:#393A34;--prism-background-color:#f6f8fa"><div class="codeBlockContent_biex"><pre tabindex="0" class="prism-code language-bash codeBlock_bY9V thin-scrollbar"><code class="codeBlockLines_e6Vv"><span class="token-line" style="color:#393A34"><span class="token builtin class-name">export</span><span class="token plain"> </span><span class="token assign-left variable" style="color:#36acaa">SUPERSET_CONFIG_PATH</span><span class="token operator" style="color:#393A34">=</span><span class="token plain">/app/superset_config.py</span><br></span></code></pre><div class="buttonGroup__atx"><button type="button" aria-label="Copy code to clipboard" title="Copy" class="clean-btn"><span class="copyButtonIcons_eSgA" aria-hidden="true"><svg viewBox="0 0 24 24" class="copyButtonIcon_y97N"><path fill="currentColor" d="M19,21H8V7H19M19,5H8A2,2 0 0,0 6,7V21A2,2 0 0,0 8,23H19A2,2 0 0,0 21,21V7A2,2 0 0,0 19,5M16,1H4A2,2 0 0,0 2,3V17H4V3H16V1Z"></path></svg><svg viewBox="0 0 24 24" class="copyButtonSuccessIcon_LjdS"><path fill="currentColor" d="M21,7L9,19L3.5,13.5L4.91,12.09L9,16.17L19.59,5.59L21,7Z"></path></svg></span></button></div></div></div><p>If you are using your own custom Dockerfile with official Superset image as base image, then you can add your overrides as shown below:</p><div class="language-bash codeBlockContainer_Ckt0 theme-code-block" style="--prism-color:#393A34;--prism-background-color:#f6f8fa"><div class="codeBlockContent_biex"><pre tabindex="0" class="prism-code language-bash codeBlock_bY9V thin-scrollbar"><code class="codeBlockLines_e6Vv"><span class="token-line" style="color:#393A34"><span class="token plain">COPY --chown</span><span class="token operator" style="color:#393A34">=</span><span class="token plain">superset superset_config.py /app/</span><br></span><span class="token-line" style="color:#393A34"><span class="token plain">ENV SUPERSET_CONFIG_PATH /app/superset_config.py</span><br></span></code></pre><div class="buttonGroup__atx"><button type="button" aria-label="Copy code to clipboard" title="Copy" class="clean-btn"><span class="copyButtonIcons_eSgA" aria-hidden="true"><svg viewBox="0 0 24 24" class="copyButtonIcon_y97N"><path fill="currentColor" d="M19,21H8V7H19M19,5H8A2,2 0 0,0 6,7V21A2,2 0 0,0 8,23H19A2,2 0 0,0 21,21V7A2,2 0 0,0 19,5M16,1H4A2,2 0 0,0 2,3V17H4V3H16V1Z"></path></svg><svg viewBox="0 0 24 24" class="copyButtonSuccessIcon_LjdS"><path fill="currentColor" d="M21,7L9,19L3.5,13.5L4.91,12.09L9,16.17L19.59,5.59L21,7Z"></path></svg></span></button></div></div></div><p>Docker compose deployments handle application configuration differently. See <a href="https://github.com/apache/superset/tree/master/docker#readme" target="_blank" rel="noopener noreferrer">https://github.com/apache/superset/tree/master/docker#readme</a> for details.</p><p>The following is an example of just a few of the parameters you can set in your <code>superset_config.py</code> file:</p><div class="codeBlockContainer_Ckt0 theme-code-block" style="--prism-color:#393A34;--prism-background-color:#f6f8fa"><div class="codeBlockContent_biex"><pre tabindex="0" class="prism-code language-text codeBlock_bY9V thin-scrollbar"><code class="codeBlockLines_e6Vv"><span class="token-line" style="color:#393A34"><span class="token plain"># Superset specific config</span><br></span><span class="token-line" style="color:#393A34"><span class="token plain">ROW_LIMIT = 5000</span><br></span><span class="token-line" style="color:#393A34"><span class="token plain" style="display:inline-block"></span><br></span><span class="token-line" style="color:#393A34"><span class="token plain"># Flask App Builder configuration</span><br></span><span class="token-line" style="color:#393A34"><span class="token plain"># Your App secret key will be used for securely signing the session cookie</span><br></span><span class="token-line" style="color:#393A34"><span class="token plain"># and encrypting sensitive information on the database</span><br></span><span class="token-line" style="color:#393A34"><span class="token plain"># Make sure you are changing this key for your deployment with a strong key.</span><br></span><span class="token-line" style="color:#393A34"><span class="token plain"># Alternatively you can set it with `SUPERSET_SECRET_KEY` environment variable.</span><br></span><span class="token-line" style="color:#393A34"><span class="token plain"># You MUST set this for production environments or the server will not refuse</span><br></span><span class="token-line" style="color:#393A34"><span class="token plain"># to start and you will see an error in the logs accordingly.</span><br></span><span class="token-line" style="color:#393A34"><span class="token plain">SECRET_KEY = &#x27;YOUR_OWN_RANDOM_GENERATED_SECRET_KEY&#x27;</span><br></span><span class="token-line" style="color:#393A34"><span class="token plain" style="display:inline-block"></span><br></span><span class="token-line" style="color:#393A34"><span class="token plain"># The SQLAlchemy connection string to your database backend</span><br></span><span class="token-line" style="color:#393A34"><span class="token plain"># This connection defines the path to the database that stores your</span><br></span><span class="token-line" style="color:#393A34"><span class="token plain"># superset metadata (slices, connections, tables, dashboards, ...).</span><br></span><span class="token-line" style="color:#393A34"><span class="token plain"># Note that the connection information to connect to the datasources</span><br></span><span class="token-line" style="color:#393A34"><span class="token plain"># you want to explore are managed directly in the web UI</span><br></span><span class="token-line" style="color:#393A34"><span class="token plain"># The check_same_thread=false property ensures the sqlite client does not attempt</span><br></span><span class="token-line" style="color:#393A34"><span class="token plain"># to enforce single-threaded access, which may be problematic in some edge cases</span><br></span><span class="token-line" style="color:#393A34"><span class="token plain">SQLALCHEMY_DATABASE_URI = &#x27;sqlite:////path/to/superset.db?check_same_thread=false&#x27;</span><br></span><span class="token-line" style="color:#393A34"><span class="token plain" style="display:inline-block"></span><br></span><span class="token-line" style="color:#393A34"><span class="token plain"># Flask-WTF flag for CSRF</span><br></span><span class="token-line" style="color:#393A34"><span class="token plain">WTF_CSRF_ENABLED = True</span><br></span><span class="token-line" style="color:#393A34"><span class="token plain"># Add endpoints that need to be exempt from CSRF protection</span><br></span><span class="token-line" style="color:#393A34"><span class="token plain">WTF_CSRF_EXEMPT_LIST = []</span><br></span><span class="token-line" style="color:#393A34"><span class="token plain"># A CSRF token that expires in 1 year</span><br></span><span class="token-line" style="color:#393A34"><span class="token plain">WTF_CSRF_TIME_LIMIT = 60 * 60 * 24 * 365</span><br></span><span class="token-line" style="color:#393A34"><span class="token plain" style="display:inline-block"></span><br></span><span class="token-line" style="color:#393A34"><span class="token plain"># Set this API key to enable Mapbox visualizations</span><br></span><span class="token-line" style="color:#393A34"><span class="token plain">MAPBOX_API_KEY = &#x27;&#x27;</span><br></span></code></pre><div class="buttonGroup__atx"><button type="button" aria-label="Copy code to clipboard" title="Copy" class="clean-btn"><span class="copyButtonIcons_eSgA" aria-hidden="true"><svg viewBox="0 0 24 24" class="copyButtonIcon_y97N"><path fill="currentColor" d="M19,21H8V7H19M19,5H8A2,2 0 0,0 6,7V21A2,2 0 0,0 8,23H19A2,2 0 0,0 21,21V7A2,2 0 0,0 19,5M16,1H4A2,2 0 0,0 2,3V17H4V3H16V1Z"></path></svg><svg viewBox="0 0 24 24" class="copyButtonSuccessIcon_LjdS"><path fill="currentColor" d="M21,7L9,19L3.5,13.5L4.91,12.09L9,16.17L19.59,5.59L21,7Z"></path></svg></span></button></div></div></div><p>All the parameters and default values defined in
 <a href="https://github.com/apache/superset/blob/master/superset/config.py" target="_blank" rel="noopener noreferrer">https://github.com/apache/superset/blob/master/superset/config.py</a>
 can be altered in your local <code>superset_config.py</code>. Administrators will want to read through the file
 to understand what can be configured locally as well as the default values in place.</p><p>Since <code>superset_config.py</code> acts as a Flask configuration module, it can be used to alter the
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and Configuration</span><meta itemprop="position" content="1"></li><li itemscope="" itemprop="itemListElement" itemtype="https://schema.org/ListItem" class="breadcrumbs__item breadcrumbs__item--active"><span class="breadcrumbs__link" itemprop="name">Docker Images and Tags</span><meta itemprop="position" content="2"></li></ul></nav><div class="tocCollapsible_ETCw theme-doc-toc-mobile tocMobile_ITEo"><button type="button" class="clean-btn tocCollapsibleButton_TO0P">On this page</button></div><div class="theme-doc-markdown markdown"><h1>Docker Images and Tags</h1><p>The Apache Superset community extensively uses Docker for development, release,
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 schemes to help users navigate our offerings.</p><p>Images are built and pushed to the <a href="https://hub.docker.com/r/apache/superset" target="_blank" rel="noopener noreferrer">Superset Docker Hub repository</a>. Different sets of images are created for:</p><ul><li><strong>Published releases</strong> (<code>release</code>): with tags like <code>3.0.0</code> and the <code>latest</code> tag.
 Those are multi-platform (arm+amd). More on that later.</li><li><strong>Pull request iterations</strong> (<code>pull_request</code>):, each identified by tags starting with a SHA like
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content="1"></li><li itemscope="" itemprop="itemListElement" itemtype="https://schema.org/ListItem" class="breadcrumbs__item breadcrumbs__item--active"><span class="breadcrumbs__link" itemprop="name">Event Logging</span><meta itemprop="position" content="2"></li></ul></nav><div class="tocCollapsible_ETCw theme-doc-toc-mobile tocMobile_ITEo"><button type="button" class="clean-btn tocCollapsibleButton_TO0P">On this page</button></div><div class="theme-doc-markdown markdown"><h2 class="anchor anchorWithStickyNavbar_LWe7" id="logging">Logging<a href="#logging" class="hash-link" aria-label="Direct link to Logging" title="Direct link to Logging">​</a></h2><h3 class="anchor anchorWithStickyNavbar_LWe7" id="event-logging">Event Logging<a href="#event-logging" class="hash-link" aria-label="Direct link to Event Logging" title="Direct link to Event Logging">​</a></h3><p>Superset by default logs special action events in its internal database (DBEventLogger). 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rgba(0,0,0,0.3);scale:1;}</style><a href="https://github.com/apache/superset/edit/master/docs/docs/installation/installing-superset-from-pypi.mdx" target="_blank" rel="noopener noreferrer" class="css-dhwkje">Edit this page on GitHub</a><div class="row"><div class="col docItemCol_VOVn"><div class="docItemContainer_Djhp"><article><nav class="theme-doc-breadcrumbs breadcrumbsContainer_Z_bl" aria-label="Breadcrumbs"><ul class="breadcrumbs" itemscope="" itemtype="https://schema.org/BreadcrumbList"><li class="breadcrumbs__item"><a aria-label="Home page" class="breadcrumbs__link" href="/"><svg viewBox="0 0 24 24" class="breadcrumbHomeIcon_YNFT"><path d="M10 19v-5h4v5c0 .55.45 1 1 1h3c.55 0 1-.45 1-1v-7h1.7c.46 0 .68-.57.33-.87L12.67 3.6c-.38-.34-.96-.34-1.34 0l-8.36 7.53c-.34.3-.13.87.33.87H5v7c0 .55.45 1 1 1h3c.55 0 1-.45 1-1z" fill="currentColor"></path></svg></a></li><li class="breadcrumbs__item"><span class="breadcrumbs__link">Installation and Configuration</span><meta itemprop="position" content="1"></li><li itemscope="" itemprop="itemListElement" itemtype="https://schema.org/ListItem" class="breadcrumbs__item breadcrumbs__item--active"><span class="breadcrumbs__link" itemprop="name">Installing from PyPI</span><meta itemprop="position" content="2"></li></ul></nav><div class="tocCollapsible_ETCw theme-doc-toc-mobile tocMobile_ITEo"><button type="button" class="clean-btn tocCollapsibleButton_TO0P">On this page</button></div><div class="theme-doc-markdown markdown"><h2 class="anchor anchorWithStickyNavbar_LWe7" id="installing-superset-from-pypi">Installing Superset from PyPI<a href="#installing-superset-from-pypi" class="hash-link" aria-label="Direct link to Installing Superset from PyPI" title="Direct link to Installing Superset from PyPI">​</a></h2><p>This page describes how to install Superset using the <code>apache-superset</code> package <a href="https://pypi.org/project/apache-superset/" target="_blank" rel="noopener noreferrer">published on PyPI</a>.</p><h3 class="anchor anchorWithStickyNavbar_LWe7" id="os-dependencies">OS Dependencies<a href="#os-dependencies" class="hash-link" aria-label="Direct link to OS Dependencies" title="Direct link to OS Dependencies">​</a></h3><p>Superset stores database connection information in its metadata database. For that purpose, we use
 the cryptography Python library to encrypt connection passwords. Unfortunately, this library has OS
 level dependencies.</p><p><strong>Debian and Ubuntu</strong></p><p>The following command will ensure that the required dependencies are installed:</p><div class="codeBlockContainer_Ckt0 theme-code-block" style="--prism-color:#393A34;--prism-background-color:#f6f8fa"><div class="codeBlockContent_biex"><pre tabindex="0" class="prism-code language-text codeBlock_bY9V thin-scrollbar"><code class="codeBlockLines_e6Vv"><span class="token-line" style="color:#393A34"><span class="token plain">sudo apt-get install build-essential libssl-dev libffi-dev python-dev python-pip libsasl2-dev libldap2-dev default-libmysqlclient-dev</span><br></span></code></pre><div class="buttonGroup__atx"><button type="button" aria-label="Copy code to clipboard" title="Copy" class="clean-btn"><span class="copyButtonIcons_eSgA" aria-hidden="true"><svg viewBox="0 0 24 24" class="copyButtonIcon_y97N"><path fill="currentColor" d="M19,21H8V7H19M19,5H8A2,2 0 0,0 6,7V21A2,2 0 0,0 8,23H19A2,2 0 0,0 21,21V7A2,2 0 0,0 19,5M16,1H4A2,2 0 0,0 2,3V17H4V3H16V1Z"></path></svg><svg viewBox="0 0 24 24" class="copyButtonSuccessIcon_LjdS"><path fill="currentColor" d="M21,7L9,19L3.5,13.5L4.91,12.09L9,16.17L19.59,5.59L21,7Z"></path></svg></span></button></div></div></div><p>In Ubuntu 20.04 the following command will ensure that the required dependencies are installed:</p><div class="codeBlockContainer_Ckt0 theme-code-block" style="--prism-color:#393A34;--prism-background-color:#f6f8fa"><div class="codeBlockContent_biex"><pre tabindex="0" class="prism-code language-text codeBlock_bY9V thin-scrollbar"><code class="codeBlockLines_e6Vv"><span class="token-line" style="color:#393A34"><span class="token plain">sudo apt-get install build-essential libssl-dev libffi-dev python3-dev python3-pip libsasl2-dev libldap2-dev default-libmysqlclient-dev</span><br></span></code></pre><div class="buttonGroup__atx"><button type="button" aria-label="Copy code to clipboard" title="Copy" class="clean-btn"><span class="copyButtonIcons_eSgA" aria-hidden="true"><svg viewBox="0 0 24 24" class="copyButtonIcon_y97N"><path fill="currentColor" d="M19,21H8V7H19M19,5H8A2,2 0 0,0 6,7V21A2,2 0 0,0 8,23H19A2,2 0 0,0 21,21V7A2,2 0 0,0 19,5M16,1H4A2,2 0 0,0 2,3V17H4V3H16V1Z"></path></svg><svg viewBox="0 0 24 24" class="copyButtonSuccessIcon_LjdS"><path fill="currentColor" d="M21,7L9,19L3.5,13.5L4.91,12.09L9,16.17L19.59,5.59L21,7Z"></path></svg></span></button></div></div></div><p><strong>Fedora and RHEL-derivative Linux distributions</strong></p><p>Install the following packages using the <code>yum</code> package manager:</p><div class="codeBlockContainer_Ckt0 theme-code-block" style="--prism-color:#393A34;--prism-background-color:#f6f8fa"><div class="codeBlockContent_biex"><pre tabindex="0" class="prism-code language-text codeBlock_bY9V thin-scrollbar"><code class="codeBlockLines_e6Vv"><span class="token-line" style="color:#393A34"><span class="token plain">sudo yum install gcc gcc-c++ libffi-devel python-devel python-pip python-wheel openssl-devel cyrus-sasl-devel openldap-devel</span><br></span></code></pre><div class="buttonGroup__atx"><button type="button" aria-label="Copy code to clipboard" title="Copy" class="clean-btn"><span class="copyButtonIcons_eSgA" aria-hidden="true"><svg viewBox="0 0 24 24" class="copyButtonIcon_y97N"><path fill="currentColor" d="M19,21H8V7H19M19,5H8A2,2 0 0,0 6,7V21A2,2 0 0,0 8,23H19A2,2 0 0,0 21,21V7A2,2 0 0,0 19,5M16,1H4A2,2 0 0,0 2,3V17H4V3H16V1Z"></path></svg><svg viewBox="0 0 24 24" class="copyButtonSuccessIcon_LjdS"><path fill="currentColor" d="M21,7L9,19L3.5,13.5L4.91,12.09L9,16.17L19.59,5.59L21,7Z"></path></svg></span></button></div></div></div><p>In more recent versions of CentOS and Fedora, you may need to install a slightly different set of packages using <code>dnf</code>:</p><div class="codeBlockContainer_Ckt0 theme-code-block" style="--prism-color:#393A34;--prism-background-color:#f6f8fa"><div class="codeBlockContent_biex"><pre tabindex="0" class="prism-code language-text codeBlock_bY9V thin-scrollbar"><code class="codeBlockLines_e6Vv"><span class="token-line" style="color:#393A34"><span class="token plain">sudo dnf install gcc gcc-c++ libffi-devel python3-devel python3-pip python3-wheel openssl-devel cyrus-sasl-devel openldap-devel</span><br></span></code></pre><div class="buttonGroup__atx"><button type="button" aria-label="Copy code to clipboard" title="Copy" class="clean-btn"><span class="copyButtonIcons_eSgA" aria-hidden="true"><svg viewBox="0 0 24 24" class="copyButtonIcon_y97N"><path fill="currentColor" d="M19,21H8V7H19M19,5H8A2,2 0 0,0 6,7V21A2,2 0 0,0 8,23H19A2,2 0 0,0 21,21V7A2,2 0 0,0 19,5M16,1H4A2,2 0 0,0 2,3V17H4V3H16V1Z"></path></svg><svg viewBox="0 0 24 24" class="copyButtonSuccessIcon_LjdS"><path fill="currentColor" d="M21,7L9,19L3.5,13.5L4.91,12.09L9,16.17L19.59,5.59L21,7Z"></path></svg></span></button></div></div></div><p>Also, on CentOS, you may need to upgrade pip for the install to work:</p><div class="codeBlockContainer_Ckt0 theme-code-block" style="--prism-color:#393A34;--prism-background-color:#f6f8fa"><div class="codeBlockContent_biex"><pre tabindex="0" class="prism-code language-text codeBlock_bY9V thin-scrollbar"><code class="codeBlockLines_e6Vv"><span class="token-line" style="color:#393A34"><span class="token plain">pip3 install --upgrade pip</span><br></span></code></pre><div class="buttonGroup__atx"><button type="button" aria-label="Copy code to clipboard" title="Copy" class="clean-btn"><span class="copyButtonIcons_eSgA" aria-hidden="true"><svg viewBox="0 0 24 24" class="copyButtonIcon_y97N"><path fill="currentColor" d="M19,21H8V7H19M19,5H8A2,2 0 0,0 6,7V21A2,2 0 0,0 8,23H19A2,2 0 0,0 21,21V7A2,2 0 0,0 19,5M16,1H4A2,2 0 0,0 2,3V17H4V3H16V1Z"></path></svg><svg viewBox="0 0 24 24" class="copyButtonSuccessIcon_LjdS"><path fill="currentColor" d="M21,7L9,19L3.5,13.5L4.91,12.09L9,16.17L19.59,5.59L21,7Z"></path></svg></span></button></div></div></div><p><strong>Mac OS X</strong></p><p>If you&#x27;re not on the latest version of OS X, we recommend upgrading because we&#x27;ve found that many
 issues people have run into are linked to older versions of Mac OS X. After updating, install the
@@ -32,7 +32,7 @@
 <code>virtualenv</code> out of the box. If you&#x27;re using <a href="https://github.com/pyenv/pyenv" target="_blank" rel="noopener noreferrer">pyenv</a>, you can install <a href="https://github.com/pyenv/pyenv-virtualenv" target="_blank" rel="noopener noreferrer">pyenv-virtualenv</a>. Or you can install it with <code>pip</code>:</p><div class="codeBlockContainer_Ckt0 theme-code-block" style="--prism-color:#393A34;--prism-background-color:#f6f8fa"><div class="codeBlockContent_biex"><pre tabindex="0" class="prism-code language-text codeBlock_bY9V thin-scrollbar"><code class="codeBlockLines_e6Vv"><span class="token-line" style="color:#393A34"><span class="token plain">pip install virtualenv</span><br></span></code></pre><div class="buttonGroup__atx"><button type="button" aria-label="Copy code to clipboard" title="Copy" class="clean-btn"><span class="copyButtonIcons_eSgA" aria-hidden="true"><svg viewBox="0 0 24 24" class="copyButtonIcon_y97N"><path fill="currentColor" d="M19,21H8V7H19M19,5H8A2,2 0 0,0 6,7V21A2,2 0 0,0 8,23H19A2,2 0 0,0 21,21V7A2,2 0 0,0 19,5M16,1H4A2,2 0 0,0 2,3V17H4V3H16V1Z"></path></svg><svg viewBox="0 0 24 24" class="copyButtonSuccessIcon_LjdS"><path fill="currentColor" d="M21,7L9,19L3.5,13.5L4.91,12.09L9,16.17L19.59,5.59L21,7Z"></path></svg></span></button></div></div></div><p>You can create and activate a virtual environment using:</p><div class="codeBlockContainer_Ckt0 theme-code-block" style="--prism-color:#393A34;--prism-background-color:#f6f8fa"><div class="codeBlockContent_biex"><pre tabindex="0" class="prism-code language-text codeBlock_bY9V thin-scrollbar"><code class="codeBlockLines_e6Vv"><span class="token-line" style="color:#393A34"><span class="token plain"># virtualenv is shipped in Python 3.6+ as venv instead of pyvenv.</span><br></span><span class="token-line" style="color:#393A34"><span class="token plain"># See https://docs.python.org/3.6/library/venv.html</span><br></span><span class="token-line" style="color:#393A34"><span class="token plain">python3 -m venv venv</span><br></span><span class="token-line" style="color:#393A34"><span class="token plain">. venv/bin/activate</span><br></span></code></pre><div class="buttonGroup__atx"><button type="button" aria-label="Copy code to clipboard" title="Copy" class="clean-btn"><span class="copyButtonIcons_eSgA" aria-hidden="true"><svg viewBox="0 0 24 24" class="copyButtonIcon_y97N"><path fill="currentColor" d="M19,21H8V7H19M19,5H8A2,2 0 0,0 6,7V21A2,2 0 0,0 8,23H19A2,2 0 0,0 21,21V7A2,2 0 0,0 19,5M16,1H4A2,2 0 0,0 2,3V17H4V3H16V1Z"></path></svg><svg viewBox="0 0 24 24" class="copyButtonSuccessIcon_LjdS"><path fill="currentColor" d="M21,7L9,19L3.5,13.5L4.91,12.09L9,16.17L19.59,5.59L21,7Z"></path></svg></span></button></div></div></div><p>Or with pyenv-virtualenv:</p><div class="codeBlockContainer_Ckt0 theme-code-block" style="--prism-color:#393A34;--prism-background-color:#f6f8fa"><div class="codeBlockContent_biex"><pre tabindex="0" class="prism-code language-text codeBlock_bY9V thin-scrollbar"><code class="codeBlockLines_e6Vv"><span class="token-line" style="color:#393A34"><span class="token plain"># Here we name the virtual env &#x27;superset&#x27;</span><br></span><span class="token-line" style="color:#393A34"><span class="token plain">pyenv virtualenv superset</span><br></span><span class="token-line" style="color:#393A34"><span class="token plain">pyenv activate superset</span><br></span></code></pre><div class="buttonGroup__atx"><button type="button" aria-label="Copy code to clipboard" title="Copy" class="clean-btn"><span class="copyButtonIcons_eSgA" aria-hidden="true"><svg viewBox="0 0 24 24" class="copyButtonIcon_y97N"><path fill="currentColor" d="M19,21H8V7H19M19,5H8A2,2 0 0,0 6,7V21A2,2 0 0,0 8,23H19A2,2 0 0,0 21,21V7A2,2 0 0,0 19,5M16,1H4A2,2 0 0,0 2,3V17H4V3H16V1Z"></path></svg><svg viewBox="0 0 24 24" class="copyButtonSuccessIcon_LjdS"><path fill="currentColor" d="M21,7L9,19L3.5,13.5L4.91,12.09L9,16.17L19.59,5.59L21,7Z"></path></svg></span></button></div></div></div><p>Once you activated your virtual environment, all of the Python packages you install or uninstall
 will be confined to this environment. You can exit the environment by running <code>deactivate</code> on the
 command line.</p><h3 class="anchor anchorWithStickyNavbar_LWe7" id="installing-and-initializing-superset">Installing and Initializing Superset<a href="#installing-and-initializing-superset" class="hash-link" aria-label="Direct link to Installing and Initializing Superset" title="Direct link to Installing and Initializing Superset">​</a></h3><p>First, start by installing <code>apache-superset</code>:</p><div class="codeBlockContainer_Ckt0 theme-code-block" style="--prism-color:#393A34;--prism-background-color:#f6f8fa"><div class="codeBlockContent_biex"><pre tabindex="0" class="prism-code language-text codeBlock_bY9V thin-scrollbar"><code class="codeBlockLines_e6Vv"><span class="token-line" style="color:#393A34"><span class="token plain">pip install apache-superset</span><br></span></code></pre><div class="buttonGroup__atx"><button type="button" aria-label="Copy code to clipboard" title="Copy" class="clean-btn"><span class="copyButtonIcons_eSgA" aria-hidden="true"><svg viewBox="0 0 24 24" class="copyButtonIcon_y97N"><path fill="currentColor" d="M19,21H8V7H19M19,5H8A2,2 0 0,0 6,7V21A2,2 0 0,0 8,23H19A2,2 0 0,0 21,21V7A2,2 0 0,0 19,5M16,1H4A2,2 0 0,0 2,3V17H4V3H16V1Z"></path></svg><svg viewBox="0 0 24 24" class="copyButtonSuccessIcon_LjdS"><path fill="currentColor" d="M21,7L9,19L3.5,13.5L4.91,12.09L9,16.17L19.59,5.59L21,7Z"></path></svg></span></button></div></div></div><p>Then, you need to initialize the database:</p><div class="codeBlockContainer_Ckt0 theme-code-block" style="--prism-color:#393A34;--prism-background-color:#f6f8fa"><div class="codeBlockContent_biex"><pre tabindex="0" class="prism-code language-text codeBlock_bY9V thin-scrollbar"><code class="codeBlockLines_e6Vv"><span class="token-line" style="color:#393A34"><span class="token plain">superset db upgrade</span><br></span></code></pre><div class="buttonGroup__atx"><button type="button" aria-label="Copy code to clipboard" title="Copy" class="clean-btn"><span class="copyButtonIcons_eSgA" aria-hidden="true"><svg viewBox="0 0 24 24" class="copyButtonIcon_y97N"><path fill="currentColor" d="M19,21H8V7H19M19,5H8A2,2 0 0,0 6,7V21A2,2 0 0,0 8,23H19A2,2 0 0,0 21,21V7A2,2 0 0,0 19,5M16,1H4A2,2 0 0,0 2,3V17H4V3H16V1Z"></path></svg><svg viewBox="0 0 24 24" class="copyButtonSuccessIcon_LjdS"><path fill="currentColor" d="M21,7L9,19L3.5,13.5L4.91,12.09L9,16.17L19.59,5.59L21,7Z"></path></svg></span></button></div></div></div><div class="theme-admonition theme-admonition-tip alert alert--success admonition_LlT9"><div class="admonitionHeading_tbUL"><span class="admonitionIcon_kALy"><svg viewBox="0 0 12 16"><path fill-rule="evenodd" d="M6.5 0C3.48 0 1 2.19 1 5c0 .92.55 2.25 1 3 1.34 2.25 1.78 2.78 2 4v1h5v-1c.22-1.22.66-1.75 2-4 .45-.75 1-2.08 1-3 0-2.81-2.48-5-5.5-5zm3.64 7.48c-.25.44-.47.8-.67 1.11-.86 1.41-1.25 2.06-1.45 3.23-.02.05-.02.11-.02.17H5c0-.06 0-.13-.02-.17-.2-1.17-.59-1.83-1.45-3.23-.2-.31-.42-.67-.67-1.11C2.44 6.78 2 5.65 2 5c0-2.2 2.02-4 4.5-4 1.22 0 2.36.42 3.22 1.19C10.55 2.94 11 3.94 11 5c0 .66-.44 1.78-.86 2.48zM4 14h5c-.23 1.14-1.3 2-2.5 2s-2.27-.86-2.5-2z"></path></svg></span>tip</div><div class="admonitionContent_S0QG"><p>Note that some configuration is mandatory for production instances of Superset. In particular, Superset will not start without a user-specified value of SECRET_KEY. Please see <a href="/docs/installation/configuring-superset">Configuring Superset</a>.</p></div></div><p>Finish installing by running through the following commands:</p><div class="codeBlockContainer_Ckt0 theme-code-block" style="--prism-color:#393A34;--prism-background-color:#f6f8fa"><div class="codeBlockContent_biex"><pre tabindex="0" class="prism-code language-text codeBlock_bY9V thin-scrollbar"><code class="codeBlockLines_e6Vv"><span class="token-line" style="color:#393A34"><span class="token plain"># Create an admin user in your metadata database (use `admin` as username to be able to load the examples)</span><br></span><span class="token-line" style="color:#393A34"><span class="token plain">export FLASK_APP=superset</span><br></span><span class="token-line" style="color:#393A34"><span class="token plain">superset fab create-admin</span><br></span><span class="token-line" style="color:#393A34"><span class="token plain" style="display:inline-block"></span><br></span><span class="token-line" style="color:#393A34"><span class="token plain"># Load some data to play with</span><br></span><span class="token-line" style="color:#393A34"><span class="token plain">superset load_examples</span><br></span><span class="token-line" style="color:#393A34"><span class="token plain" style="display:inline-block"></span><br></span><span class="token-line" style="color:#393A34"><span class="token plain"># Create default roles and permissions</span><br></span><span class="token-line" style="color:#393A34"><span class="token plain">superset init</span><br></span><span class="token-line" style="color:#393A34"><span class="token plain" style="display:inline-block"></span><br></span><span class="token-line" style="color:#393A34"><span class="token plain"># To start a development web server on port 8088, use -p to bind to another port</span><br></span><span class="token-line" style="color:#393A34"><span class="token plain">superset run -p 8088 --with-threads --reload --debugger</span><br></span></code></pre><div class="buttonGroup__atx"><button type="button" aria-label="Copy code to clipboard" title="Copy" class="clean-btn"><span class="copyButtonIcons_eSgA" aria-hidden="true"><svg viewBox="0 0 24 24" class="copyButtonIcon_y97N"><path fill="currentColor" d="M19,21H8V7H19M19,5H8A2,2 0 0,0 6,7V21A2,2 0 0,0 8,23H19A2,2 0 0,0 21,21V7A2,2 0 0,0 19,5M16,1H4A2,2 0 0,0 2,3V17H4V3H16V1Z"></path></svg><svg viewBox="0 0 24 24" class="copyButtonSuccessIcon_LjdS"><path fill="currentColor" d="M21,7L9,19L3.5,13.5L4.91,12.09L9,16.17L19.59,5.59L21,7Z"></path></svg></span></button></div></div></div><p>If everything worked, you should be able to navigate to <code>hostname:port</code> in your browser (e.g.
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Mac OSX
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rgba(0,0,0,0.3);scale:1;}</style><a href="https://github.com/apache/superset/edit/master/docs/docs/installation/installing-superset-using-docker-compose.mdx" target="_blank" rel="noopener noreferrer" class="css-dhwkje">Edit this page on GitHub</a><div class="row"><div class="col docItemCol_VOVn"><div class="docItemContainer_Djhp"><article><nav class="theme-doc-breadcrumbs breadcrumbsContainer_Z_bl" aria-label="Breadcrumbs"><ul class="breadcrumbs" itemscope="" itemtype="https://schema.org/BreadcrumbList"><li class="breadcrumbs__item"><a aria-label="Home page" class="breadcrumbs__link" href="/"><svg viewBox="0 0 24 24" class="breadcrumbHomeIcon_YNFT"><path d="M10 19v-5h4v5c0 .55.45 1 1 1h3c.55 0 1-.45 1-1v-7h1.7c.46 0 .68-.57.33-.87L12.67 3.6c-.38-.34-.96-.34-1.34 0l-8.36 7.53c-.34.3-.13.87.33.87H5v7c0 .55.45 1 1 1h3c.55 0 1-.45 1-1z" fill="currentColor"></path></svg></a></li><li class="breadcrumbs__item"><span class="breadcrumbs__link">Installation and Configuration</span><meta itemprop="position" content="1"></li><li itemscope="" itemprop="itemListElement" itemtype="https://schema.org/ListItem" class="breadcrumbs__item breadcrumbs__item--active"><span class="breadcrumbs__link" itemprop="name">Installing Locally Using Docker Compose</span><meta itemprop="position" content="2"></li></ul></nav><div class="tocCollapsible_ETCw theme-doc-toc-mobile tocMobile_ITEo"><button type="button" class="clean-btn tocCollapsibleButton_TO0P">On this page</button></div><div class="theme-doc-markdown markdown"><h2 class="anchor anchorWithStickyNavbar_LWe7" id="installing-superset-locally-using-docker-compose">Installing Superset Locally Using Docker Compose<a href="#installing-superset-locally-using-docker-compose" class="hash-link" aria-label="Direct link to Installing Superset Locally Using Docker Compose" title="Direct link to Installing Superset Locally Using Docker Compose">​</a></h2><p>The fastest way to try Superset locally is using Docker and Docker Compose on a Linux or Mac OSX
 computer. Superset does not have official support for Windows, so we have provided a VM workaround
 below.</p><h3 class="anchor anchorWithStickyNavbar_LWe7" id="1-install-a-docker-engine-and-docker-compose">1. Install a Docker Engine and Docker Compose<a href="#1-install-a-docker-engine-and-docker-compose" class="hash-link" aria-label="Direct link to 1. Install a Docker Engine and Docker Compose" title="Direct link to 1. Install a Docker Engine and Docker Compose">​</a></h3><p><strong>Mac OSX</strong></p><p><a href="https://docs.docker.com/docker-for-mac/install/" target="_blank" rel="noopener noreferrer">Install Docker for Mac</a>, which includes the Docker
 engine and a recent version of <code>docker compose</code> out of the box.</p><p>Once you have Docker for Mac installed, open up the preferences pane for Docker, go to the
@@ -49,7 +49,7 @@
 avoid the wall of text on future runs, add the <code>-d</code> option to the end of the <code>docker compose up</code> command.</p><h4 class="anchor anchorWithStickyNavbar_LWe7" id="configuring-docker-compose">Configuring Docker Compose<a href="#configuring-docker-compose" class="hash-link" aria-label="Direct link to Configuring Docker Compose" title="Direct link to Configuring Docker Compose">​</a></h4><p>The following is for users who want to configure how Superset runs in Docker Compose; otherwise, you can skip to the next section.</p><p>You can install additional python packages and apply config overrides by following the steps mentioned in <a href="https://github.com/apache/superset/tree/master/docker#configuration" target="_blank" rel="noopener noreferrer">docker/README.md</a></p><p>You can configure the Docker Compose environment variables for dev and non-dev mode with <code>docker/.env</code> and <code>docker/.env-non-dev</code> respectively. These environment files set the environment for most containers in the Docker Compose setup, and some variables affect multiple containers and others only single ones.</p><p>One important variable is <code>SUPERSET_LOAD_EXAMPLES</code> which determines whether the <code>superset_init</code> container will populate example data and visualizations into the metadata database. These examples are helpful for learning and testing out Superset but unnecessary for experienced users and production deployments. The loading process can sometimes take a few minutes and a good amount of CPU, so you may want to disable it on a resource-constrained device.</p><div class="theme-admonition theme-admonition-note alert alert--secondary admonition_LlT9"><div class="admonitionHeading_tbUL"><span class="admonitionIcon_kALy"><svg viewBox="0 0 14 16"><path fill-rule="evenodd" d="M6.3 5.69a.942.942 0 0 1-.28-.7c0-.28.09-.52.28-.7.19-.18.42-.28.7-.28.28 0 .52.09.7.28.18.19.28.42.28.7 0 .28-.09.52-.28.7a1 1 0 0 1-.7.3c-.28 0-.52-.11-.7-.3zM8 7.99c-.02-.25-.11-.48-.31-.69-.2-.19-.42-.3-.69-.31H6c-.27.02-.48.13-.69.31-.2.2-.3.44-.31.69h1v3c.02.27.11.5.31.69.2.2.42.31.69.31h1c.27 0 .48-.11.69-.31.2-.19.3-.42.31-.69H8V7.98v.01zM7 2.3c-3.14 0-5.7 2.54-5.7 5.68 0 3.14 2.56 5.7 5.7 5.7s5.7-2.55 5.7-5.7c0-3.15-2.56-5.69-5.7-5.69v.01zM7 .98c3.86 0 7 3.14 7 7s-3.14 7-7 7-7-3.12-7-7 3.14-7 7-7z"></path></svg></span>note</div><div class="admonitionContent_S0QG"><p>Users often want to connect to other databases from Superset. Currently, the easiest way to do this is to modify the <code>docker-compose-non-dev.yml</code> file and add your database as a service that the other services depend on (via <code>x-superset-depends-on</code>). Others have attempted to set <code>network_mode: host</code> on the Superset services, but these generally break the installation, because the configuration requires use of the Docker Compose DNS resolver for the service names. If you have a good solution for this, let us know!</p></div></div><div class="theme-admonition theme-admonition-note alert alert--secondary admonition_LlT9"><div class="admonitionHeading_tbUL"><span class="admonitionIcon_kALy"><svg viewBox="0 0 14 16"><path fill-rule="evenodd" d="M6.3 5.69a.942.942 0 0 1-.28-.7c0-.28.09-.52.28-.7.19-.18.42-.28.7-.28.28 0 .52.09.7.28.18.19.28.42.28.7 0 .28-.09.52-.28.7a1 1 0 0 1-.7.3c-.28 0-.52-.11-.7-.3zM8 7.99c-.02-.25-.11-.48-.31-.69-.2-.19-.42-.3-.69-.31H6c-.27.02-.48.13-.69.31-.2.2-.3.44-.31.69h1v3c.02.27.11.5.31.69.2.2.42.31.69.31h1c.27 0 .48-.11.69-.31.2-.19.3-.42.31-.69H8V7.98v.01zM7 2.3c-3.14 0-5.7 2.54-5.7 5.68 0 3.14 2.56 5.7 5.7 5.7s5.7-2.55 5.7-5.7c0-3.15-2.56-5.69-5.7-5.69v.01zM7 .98c3.86 0 7 3.14 7 7s-3.14 7-7 7-7-3.12-7-7 3.14-7 7-7z"></path></svg></span>note</div><div class="admonitionContent_S0QG"><p>Superset uses <a href="https://about.scarf.sh/scarf-gateway" target="_blank" rel="noopener noreferrer">Scarf Gateway</a> to collect telemetry data. Knowing the installation counts for different Superset versions informs the project&#x27;s decisions about patching and long-term support. Scarf purges personally identifiable information (PII) and provides only aggregated statistics.</p><p>To opt-out of this data collection for packages downloaded through the Scarf Gateway by your docker compose based installation, edit the <code>x-superset-image:</code> line in your <code>docker-compose.yml</code> and <code>docker-compose-non-dev.yml</code> files, replacing <code>apachesuperset.docker.scarf.sh/apache/superset</code> with <code>apache/superset</code> to pull the image directly from Docker Hub.</p><p>To disable the Scarf telemetry pixel, set the <code>SCARF_ANALYTICS</code> environment variable to <code>False</code> in your terminal and/or in your <code>docker/.env</code> and <code>docker/.env-non-dev</code> files.</p></div></div><h3 class="anchor anchorWithStickyNavbar_LWe7" id="4-log-in-to-superset">4. Log in to Superset<a href="#4-log-in-to-superset" class="hash-link" aria-label="Direct link to 4. Log in to Superset" title="Direct link to 4. Log in to Superset">​</a></h3><p>Your local Superset instance also includes a Postgres server to store your data and is already
 pre-loaded with some example datasets that ship with Superset. You can access Superset now via your
 web browser by visiting <code>http://localhost:8088</code>. Note that many browsers now default to <code>https</code> - if
-yours is one of them, please make sure it uses <code>http</code>.</p><p>Log in with the default username and password:</p><div class="language-bash codeBlockContainer_Ckt0 theme-code-block" style="--prism-color:#393A34;--prism-background-color:#f6f8fa"><div class="codeBlockContent_biex"><pre tabindex="0" class="prism-code language-bash codeBlock_bY9V thin-scrollbar"><code class="codeBlockLines_e6Vv"><span class="token-line" style="color:#393A34"><span class="token plain">username: admin</span><br></span></code></pre><div class="buttonGroup__atx"><button type="button" aria-label="Copy code to clipboard" title="Copy" class="clean-btn"><span class="copyButtonIcons_eSgA" aria-hidden="true"><svg viewBox="0 0 24 24" class="copyButtonIcon_y97N"><path fill="currentColor" d="M19,21H8V7H19M19,5H8A2,2 0 0,0 6,7V21A2,2 0 0,0 8,23H19A2,2 0 0,0 21,21V7A2,2 0 0,0 19,5M16,1H4A2,2 0 0,0 2,3V17H4V3H16V1Z"></path></svg><svg viewBox="0 0 24 24" class="copyButtonSuccessIcon_LjdS"><path fill="currentColor" d="M21,7L9,19L3.5,13.5L4.91,12.09L9,16.17L19.59,5.59L21,7Z"></path></svg></span></button></div></div></div><div class="language-bash codeBlockContainer_Ckt0 theme-code-block" style="--prism-color:#393A34;--prism-background-color:#f6f8fa"><div class="codeBlockContent_biex"><pre tabindex="0" class="prism-code language-bash codeBlock_bY9V thin-scrollbar"><code class="codeBlockLines_e6Vv"><span class="token-line" style="color:#393A34"><span class="token plain">password: admin</span><br></span></code></pre><div class="buttonGroup__atx"><button type="button" aria-label="Copy code to clipboard" title="Copy" class="clean-btn"><span class="copyButtonIcons_eSgA" aria-hidden="true"><svg viewBox="0 0 24 24" class="copyButtonIcon_y97N"><path fill="currentColor" d="M19,21H8V7H19M19,5H8A2,2 0 0,0 6,7V21A2,2 0 0,0 8,23H19A2,2 0 0,0 21,21V7A2,2 0 0,0 19,5M16,1H4A2,2 0 0,0 2,3V17H4V3H16V1Z"></path></svg><svg viewBox="0 0 24 24" class="copyButtonSuccessIcon_LjdS"><path fill="currentColor" d="M21,7L9,19L3.5,13.5L4.91,12.09L9,16.17L19.59,5.59L21,7Z"></path></svg></span></button></div></div></div><h3 class="anchor anchorWithStickyNavbar_LWe7" id="5-connecting-superset-to-your-local-database-instance">5. Connecting Superset to your local database instance<a href="#5-connecting-superset-to-your-local-database-instance" class="hash-link" aria-label="Direct link to 5. Connecting Superset to your local database instance" title="Direct link to 5. Connecting Superset to your local database instance">​</a></h3><p>When running Superset using <code>docker</code> or <code>docker compose</code> it runs in its own docker container, as if the Superset was running in a separate machine entirely. Therefore attempts to connect to your local database with the hostname <code>localhost</code> won&#x27;t work as <code>localhost</code> refers to the docker container Superset is running in, and not your actual host machine. Fortunately, docker provides an easy way to access network resources in the host machine from inside a container, and we will leverage this capability to connect to our local database instance.</p><p>Here the instructions are for connecting to postgresql (which is running on your host machine) from Superset (which is running in its docker container). Other databases may have slightly different configurations but gist would be same and boils down to 2 steps -</p><ol><li><strong>(Mac users may skip this step)</strong> Configuring the local postgresql/database instance to accept public incoming connections. By default, postgresql only allows incoming connections from <code>localhost</code> and under Docker, unless you use <code>--network=host</code>, <code>localhost</code> will refer to different endpoints on the host machine and in a docker container respectively. Allowing postgresql to accept connections from the Docker involves making one-line changes to the files <code>postgresql.conf</code> and <code>pg_hba.conf</code>; you can find helpful links tailored to your OS / PG version on the web easily for this task. For Docker it suffices to only whitelist IPs <code>172.0.0.0/8</code> instead of <code>*</code>, but in any case you are <em>warned</em> that doing this in a production database <em>may</em> have disastrous consequences as you are opening your database to the public internet.</li><li>Instead of <code>localhost</code>, try using <code>host.docker.internal</code> (Mac users, Ubuntu) or <code>172.18.0.1</code> (Linux users) as the hostname when attempting to connect to the database. This is a Docker internal detail -- what is happening is that, in Mac systems, Docker Desktop creates a dns entry for the hostname <code>host.docker.internal</code> which resolves to the correct address for the host machine, whereas in Linux this is not the case (at least by default). If neither of these 2 hostnames work then you may want to find the exact hostname you want to use, for that you can do <code>ifconfig</code> or <code>ip addr show</code> and look at the IP address of <code>docker0</code> interface that must have been created by Docker for you. Alternately if you don&#x27;t even see the <code>docker0</code> interface try (if needed with sudo) <code>docker network inspect bridge</code> and see if there is an entry for <code>&quot;Gateway&quot;</code> and note the IP address.</li></ol></div><footer class="theme-doc-footer docusaurus-mt-lg"><div class="theme-doc-footer-edit-meta-row row"><div class="col"><a href="https://github.com/apache/superset/edit/master/docs/docs/installation/installing-superset-using-docker-compose.mdx" target="_blank" rel="noreferrer noopener" class="theme-edit-this-page"><svg fill="currentColor" height="20" width="20" viewBox="0 0 40 40" class="iconEdit_Z9Sw" aria-hidden="true"><g><path d="m34.5 11.7l-3 3.1-6.3-6.3 3.1-3q0.5-0.5 1.2-0.5t1.1 0.5l3.9 3.9q0.5 0.4 0.5 1.1t-0.5 1.2z m-29.5 17.1l18.4-18.5 6.3 6.3-18.4 18.4h-6.3v-6.2z"></path></g></svg>Edit this page</a></div><div class="col lastUpdated_vwxv"></div></div></footer></article><nav class="pagination-nav docusaurus-mt-lg" aria-label="Docs pages"><a class="pagination-nav__link pagination-nav__link--prev" href="/docs/quickstart"><div class="pagination-nav__sublabel">Previous</div><div class="pagination-nav__label">Quickstart</div></a><a class="pagination-nav__link pagination-nav__link--next" href="/docs/installation/installing-superset-from-scratch"><div class="pagination-nav__sublabel">Next</div><div class="pagination-nav__label">Installing From Scratch</div></a></nav></div></div><div class="col col--3"><div class="tableOfContents_bqdL thin-scrollbar theme-doc-toc-desktop"><ul class="table-of-contents table-of-contents__left-border"><li><a href="#installing-superset-locally-using-docker-compose" class="table-of-contents__link toc-highlight">Installing Superset Locally Using Docker Compose</a><ul><li><a href="#1-install-a-docker-engine-and-docker-compose" class="table-of-contents__link toc-highlight">1. Install a Docker Engine and Docker Compose</a></li><li><a href="#2-clone-supersets-github-repository" class="table-of-contents__link toc-highlight">2. Clone Superset&#39;s GitHub repository</a></li><li><a href="#3-launch-superset-through-docker-compose" class="table-of-contents__link toc-highlight">3. Launch Superset Through Docker Compose</a></li><li><a href="#4-log-in-to-superset" class="table-of-contents__link toc-highlight">4. Log in to Superset</a></li><li><a href="#5-connecting-superset-to-your-local-database-instance" class="table-of-contents__link toc-highlight">5. Connecting Superset to your local database instance</a></li></ul></li></ul></div></div></div></div></main></div></div><footer class="footer"><div class="container container-fluid"><div class="footer__bottom text--center"><div class="footer__copyright">
+yours is one of them, please make sure it uses <code>http</code>.</p><p>Log in with the default username and password:</p><div class="language-bash codeBlockContainer_Ckt0 theme-code-block" style="--prism-color:#393A34;--prism-background-color:#f6f8fa"><div class="codeBlockContent_biex"><pre tabindex="0" class="prism-code language-bash codeBlock_bY9V thin-scrollbar"><code class="codeBlockLines_e6Vv"><span class="token-line" style="color:#393A34"><span class="token plain">username: admin</span><br></span></code></pre><div class="buttonGroup__atx"><button type="button" aria-label="Copy code to clipboard" title="Copy" class="clean-btn"><span class="copyButtonIcons_eSgA" aria-hidden="true"><svg viewBox="0 0 24 24" class="copyButtonIcon_y97N"><path fill="currentColor" d="M19,21H8V7H19M19,5H8A2,2 0 0,0 6,7V21A2,2 0 0,0 8,23H19A2,2 0 0,0 21,21V7A2,2 0 0,0 19,5M16,1H4A2,2 0 0,0 2,3V17H4V3H16V1Z"></path></svg><svg viewBox="0 0 24 24" class="copyButtonSuccessIcon_LjdS"><path fill="currentColor" d="M21,7L9,19L3.5,13.5L4.91,12.09L9,16.17L19.59,5.59L21,7Z"></path></svg></span></button></div></div></div><div class="language-bash codeBlockContainer_Ckt0 theme-code-block" style="--prism-color:#393A34;--prism-background-color:#f6f8fa"><div class="codeBlockContent_biex"><pre tabindex="0" class="prism-code language-bash codeBlock_bY9V thin-scrollbar"><code class="codeBlockLines_e6Vv"><span class="token-line" style="color:#393A34"><span class="token plain">password: admin</span><br></span></code></pre><div class="buttonGroup__atx"><button type="button" aria-label="Copy code to clipboard" title="Copy" class="clean-btn"><span class="copyButtonIcons_eSgA" aria-hidden="true"><svg viewBox="0 0 24 24" class="copyButtonIcon_y97N"><path fill="currentColor" d="M19,21H8V7H19M19,5H8A2,2 0 0,0 6,7V21A2,2 0 0,0 8,23H19A2,2 0 0,0 21,21V7A2,2 0 0,0 19,5M16,1H4A2,2 0 0,0 2,3V17H4V3H16V1Z"></path></svg><svg viewBox="0 0 24 24" class="copyButtonSuccessIcon_LjdS"><path fill="currentColor" d="M21,7L9,19L3.5,13.5L4.91,12.09L9,16.17L19.59,5.59L21,7Z"></path></svg></span></button></div></div></div><h3 class="anchor anchorWithStickyNavbar_LWe7" id="5-connecting-superset-to-your-local-database-instance">5. Connecting Superset to your local database instance<a href="#5-connecting-superset-to-your-local-database-instance" class="hash-link" aria-label="Direct link to 5. Connecting Superset to your local database instance" title="Direct link to 5. Connecting Superset to your local database instance">​</a></h3><p>When running Superset using <code>docker</code> or <code>docker compose</code> it runs in its own docker container, as if the Superset was running in a separate machine entirely. Therefore attempts to connect to your local database with the hostname <code>localhost</code> won&#x27;t work as <code>localhost</code> refers to the docker container Superset is running in, and not your actual host machine. Fortunately, docker provides an easy way to access network resources in the host machine from inside a container, and we will leverage this capability to connect to our local database instance.</p><p>Here the instructions are for connecting to postgresql (which is running on your host machine) from Superset (which is running in its docker container). Other databases may have slightly different configurations but gist would be same and boils down to 2 steps -</p><ol><li><strong>(Mac users may skip this step)</strong> Configuring the local postgresql/database instance to accept public incoming connections. By default, postgresql only allows incoming connections from <code>localhost</code> and under Docker, unless you use <code>--network=host</code>, <code>localhost</code> will refer to different endpoints on the host machine and in a docker container respectively. Allowing postgresql to accept connections from the Docker involves making one-line changes to the files <code>postgresql.conf</code> and <code>pg_hba.conf</code>; you can find helpful links tailored to your OS / PG version on the web easily for this task. For Docker it suffices to only whitelist IPs <code>172.0.0.0/8</code> instead of <code>*</code>, but in any case you are <em>warned</em> that doing this in a production database <em>may</em> have disastrous consequences as you are opening your database to the public internet.</li><li>Instead of <code>localhost</code>, try using <code>host.docker.internal</code> (Mac users, Ubuntu) or <code>172.18.0.1</code> (Linux users) as the hostname when attempting to connect to the database. This is a Docker internal detail -- what is happening is that, in Mac systems, Docker Desktop creates a dns entry for the hostname <code>host.docker.internal</code> which resolves to the correct address for the host machine, whereas in Linux this is not the case (at least by default). If neither of these 2 hostnames work then you may want to find the exact hostname you want to use, for that you can do <code>ifconfig</code> or <code>ip addr show</code> and look at the IP address of <code>docker0</code> interface that must have been created by Docker for you. Alternately if you don&#x27;t even see the <code>docker0</code> interface try (if needed with sudo) <code>docker network inspect bridge</code> and see if there is an entry for <code>&quot;Gateway&quot;</code> and note the IP address.</li></ol></div><footer class="theme-doc-footer docusaurus-mt-lg"><div class="theme-doc-footer-edit-meta-row row"><div class="col"><a href="https://github.com/apache/superset/edit/master/docs/docs/installation/installing-superset-using-docker-compose.mdx" target="_blank" rel="noreferrer noopener" class="theme-edit-this-page"><svg fill="currentColor" height="20" width="20" viewBox="0 0 40 40" class="iconEdit_Z9Sw" aria-hidden="true"><g><path d="m34.5 11.7l-3 3.1-6.3-6.3 3.1-3q0.5-0.5 1.2-0.5t1.1 0.5l3.9 3.9q0.5 0.4 0.5 1.1t-0.5 1.2z m-29.5 17.1l18.4-18.5 6.3 6.3-18.4 18.4h-6.3v-6.2z"></path></g></svg>Edit this page</a></div><div class="col lastUpdated_vwxv"></div></div></footer></article><nav class="pagination-nav docusaurus-mt-lg" aria-label="Docs pages"><a class="pagination-nav__link pagination-nav__link--prev" href="/docs/quickstart"><div class="pagination-nav__sublabel">Previous</div><div class="pagination-nav__label">Quickstart</div></a><a class="pagination-nav__link pagination-nav__link--next" href="/docs/installation/installing-superset-from-pypi"><div class="pagination-nav__sublabel">Next</div><div class="pagination-nav__label">Installing from PyPI</div></a></nav></div></div><div class="col col--3"><div class="tableOfContents_bqdL thin-scrollbar theme-doc-toc-desktop"><ul class="table-of-contents table-of-contents__left-border"><li><a href="#installing-superset-locally-using-docker-compose" class="table-of-contents__link toc-highlight">Installing Superset Locally Using Docker Compose</a><ul><li><a href="#1-install-a-docker-engine-and-docker-compose" class="table-of-contents__link toc-highlight">1. Install a Docker Engine and Docker Compose</a></li><li><a href="#2-clone-supersets-github-repository" class="table-of-contents__link toc-highlight">2. Clone Superset&#39;s GitHub repository</a></li><li><a href="#3-launch-superset-through-docker-compose" class="table-of-contents__link toc-highlight">3. Launch Superset Through Docker Compose</a></li><li><a href="#4-log-in-to-superset" class="table-of-contents__link toc-highlight">4. Log in to Superset</a></li><li><a href="#5-connecting-superset-to-your-local-database-instance" class="table-of-contents__link toc-highlight">5. Connecting Superset to your local database instance</a></li></ul></li></ul></div></div></div></div></main></div></div><footer class="footer"><div class="container container-fluid"><div class="footer__bottom text--center"><div class="footer__copyright">
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rgba(0,0,0,0.3);scale:1;}</style><a href="https://github.com/apache/superset/edit/master/docs/docs/installation/networking-settings.mdx" target="_blank" rel="noopener noreferrer" class="css-dhwkje">Edit this page on GitHub</a><div class="row"><div class="col docItemCol_VOVn"><div class="docItemContainer_Djhp"><article><nav class="theme-doc-breadcrumbs breadcrumbsContainer_Z_bl" aria-label="Breadcrumbs"><ul class="breadcrumbs" itemscope="" itemtype="https://schema.org/BreadcrumbList"><li class="breadcrumbs__item"><a aria-label="Home page" class="breadcrumbs__link" href="/"><svg viewBox="0 0 24 24" class="breadcrumbHomeIcon_YNFT"><path d="M10 19v-5h4v5c0 .55.45 1 1 1h3c.55 0 1-.45 1-1v-7h1.7c.46 0 .68-.57.33-.87L12.67 3.6c-.38-.34-.96-.34-1.34 0l-8.36 7.53c-.34.3-.13.87.33.87H5v7c0 .55.45 1 1 1h3c.55 0 1-.45 1-1z" fill="currentColor"></path></svg></a></li><li class="breadcrumbs__item"><span class="breadcrumbs__link">Installation and Configuration</span><meta itemprop="position" content="1"></li><li itemscope="" itemprop="itemListElement" itemtype="https://schema.org/ListItem" class="breadcrumbs__item breadcrumbs__item--active"><span class="breadcrumbs__link" itemprop="name">Additional Networking Settings</span><meta itemprop="position" content="2"></li></ul></nav><div class="tocCollapsible_ETCw theme-doc-toc-mobile tocMobile_ITEo"><button type="button" class="clean-btn tocCollapsibleButton_TO0P">On this page</button></div><div class="theme-doc-markdown markdown"><h2 class="anchor anchorWithStickyNavbar_LWe7" id="additional-networking-settings">Additional Networking Settings<a href="#additional-networking-settings" class="hash-link" aria-label="Direct link to Additional Networking Settings" title="Direct link to Additional Networking Settings">​</a></h2><h3 class="anchor anchorWithStickyNavbar_LWe7" id="cors">CORS<a href="#cors" class="hash-link" aria-label="Direct link to CORS" title="Direct link to CORS">​</a></h3><p>To configure CORS, or cross-origin resource sharing, the following dependency must be installed:</p><div class="language-python codeBlockContainer_Ckt0 theme-code-block" style="--prism-color:#393A34;--prism-background-color:#f6f8fa"><div class="codeBlockContent_biex"><pre tabindex="0" class="prism-code language-python codeBlock_bY9V thin-scrollbar"><code class="codeBlockLines_e6Vv"><span class="token-line" style="color:#393A34"><span class="token plain">pip install apache</span><span class="token operator" style="color:#393A34">-</span><span class="token plain">superset</span><span class="token punctuation" style="color:#393A34">[</span><span class="token plain">cors</span><span class="token punctuation" style="color:#393A34">]</span><br></span></code></pre><div class="buttonGroup__atx"><button type="button" aria-label="Copy code to clipboard" title="Copy" class="clean-btn"><span class="copyButtonIcons_eSgA" aria-hidden="true"><svg viewBox="0 0 24 24" class="copyButtonIcon_y97N"><path fill="currentColor" d="M19,21H8V7H19M19,5H8A2,2 0 0,0 6,7V21A2,2 0 0,0 8,23H19A2,2 0 0,0 21,21V7A2,2 0 0,0 19,5M16,1H4A2,2 0 0,0 2,3V17H4V3H16V1Z"></path></svg><svg viewBox="0 0 24 24" class="copyButtonSuccessIcon_LjdS"><path fill="currentColor" d="M21,7L9,19L3.5,13.5L4.91,12.09L9,16.17L19.59,5.59L21,7Z"></path></svg></span></button></div></div></div><p>The following keys in <code>superset_config.py</code> can be specified to configure CORS:</p><ul><li><code>ENABLE_CORS</code>: Must be set to <code>True</code> in order to enable CORS</li><li><code>CORS_OPTIONS</code>: options passed to Flask-CORS
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rgba(0,0,0,0.3);scale:1;}</style><a href="https://github.com/apache/superset/edit/master/docs/docs/installation/networking-settings.mdx" target="_blank" rel="noopener noreferrer" class="css-dhwkje">Edit this page on GitHub</a><div class="row"><div class="col docItemCol_VOVn"><div class="docItemContainer_Djhp"><article><nav class="theme-doc-breadcrumbs breadcrumbsContainer_Z_bl" aria-label="Breadcrumbs"><ul class="breadcrumbs" itemscope="" itemtype="https://schema.org/BreadcrumbList"><li class="breadcrumbs__item"><a aria-label="Home page" class="breadcrumbs__link" href="/"><svg viewBox="0 0 24 24" class="breadcrumbHomeIcon_YNFT"><path d="M10 19v-5h4v5c0 .55.45 1 1 1h3c.55 0 1-.45 1-1v-7h1.7c.46 0 .68-.57.33-.87L12.67 3.6c-.38-.34-.96-.34-1.34 0l-8.36 7.53c-.34.3-.13.87.33.87H5v7c0 .55.45 1 1 1h3c.55 0 1-.45 1-1z" fill="currentColor"></path></svg></a></li><li class="breadcrumbs__item"><span class="breadcrumbs__link">Installation and Configuration</span><meta itemprop="position" content="1"></li><li itemscope="" itemprop="itemListElement" itemtype="https://schema.org/ListItem" class="breadcrumbs__item breadcrumbs__item--active"><span class="breadcrumbs__link" itemprop="name">Additional Networking Settings</span><meta itemprop="position" content="2"></li></ul></nav><div class="tocCollapsible_ETCw theme-doc-toc-mobile tocMobile_ITEo"><button type="button" class="clean-btn tocCollapsibleButton_TO0P">On this page</button></div><div class="theme-doc-markdown markdown"><h2 class="anchor anchorWithStickyNavbar_LWe7" id="additional-networking-settings">Additional Networking Settings<a href="#additional-networking-settings" class="hash-link" aria-label="Direct link to Additional Networking Settings" title="Direct link to Additional Networking Settings">​</a></h2><h3 class="anchor anchorWithStickyNavbar_LWe7" id="cors">CORS<a href="#cors" class="hash-link" aria-label="Direct link to CORS" title="Direct link to CORS">​</a></h3><p>To configure CORS, or cross-origin resource sharing, the following dependency must be installed:</p><div class="language-python codeBlockContainer_Ckt0 theme-code-block" style="--prism-color:#393A34;--prism-background-color:#f6f8fa"><div class="codeBlockContent_biex"><pre tabindex="0" class="prism-code language-python codeBlock_bY9V thin-scrollbar"><code class="codeBlockLines_e6Vv"><span class="token-line" style="color:#393A34"><span class="token plain">pip install apache</span><span class="token operator" style="color:#393A34">-</span><span class="token plain">superset</span><span class="token punctuation" style="color:#393A34">[</span><span class="token plain">cors</span><span class="token punctuation" style="color:#393A34">]</span><br></span></code></pre><div class="buttonGroup__atx"><button type="button" aria-label="Copy code to clipboard" title="Copy" class="clean-btn"><span class="copyButtonIcons_eSgA" aria-hidden="true"><svg viewBox="0 0 24 24" class="copyButtonIcon_y97N"><path fill="currentColor" d="M19,21H8V7H19M19,5H8A2,2 0 0,0 6,7V21A2,2 0 0,0 8,23H19A2,2 0 0,0 21,21V7A2,2 0 0,0 19,5M16,1H4A2,2 0 0,0 2,3V17H4V3H16V1Z"></path></svg><svg viewBox="0 0 24 24" class="copyButtonSuccessIcon_LjdS"><path fill="currentColor" d="M21,7L9,19L3.5,13.5L4.91,12.09L9,16.17L19.59,5.59L21,7Z"></path></svg></span></button></div></div></div><p>The following keys in <code>superset_config.py</code> can be specified to configure CORS:</p><ul><li><code>ENABLE_CORS</code>: Must be set to <code>True</code> in order to enable CORS</li><li><code>CORS_OPTIONS</code>: options passed to Flask-CORS
 (<a href="https://flask-cors.corydolphin.com/en/latest/api.html#extension" target="_blank" rel="noopener noreferrer">documentation</a>)</li></ul><h3 class="anchor anchorWithStickyNavbar_LWe7" id="domain-sharding">Domain Sharding<a href="#domain-sharding" class="hash-link" aria-label="Direct link to Domain Sharding" title="Direct link to Domain Sharding">​</a></h3><p>Chrome allows up to 6 open connections per domain at a time. When there are more than 6 slices in
 dashboard, a lot of time fetch requests are queued up and wait for next available socket.
 <a href="https://github.com/apache/superset/pull/5039" target="_blank" rel="noopener noreferrer">PR 5039</a> adds domain sharding to Superset,
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rel="noopener noreferrer">Superset helm repository</a>.</p><h3 class="anchor anchorWithStickyNavbar_LWe7" id="prerequisites">Prerequisites<a href="#prerequisites" class="hash-link" aria-label="Direct link to Prerequisites" title="Direct link to Prerequisites">​</a></h3><ul><li>A Kubernetes cluster</li><li>Helm installed</li></ul><h3 class="anchor anchorWithStickyNavbar_LWe7" id="running">Running<a href="#running" class="hash-link" aria-label="Direct link to Running" title="Direct link to Running">​</a></h3><ol><li>Add the Superset helm repository</li></ol><div class="language-sh codeBlockContainer_Ckt0 theme-code-block" style="--prism-color:#393A34;--prism-background-color:#f6f8fa"><div class="codeBlockContent_biex"><pre tabindex="0" class="prism-code language-sh codeBlock_bY9V thin-scrollbar"><code class="codeBlockLines_e6Vv"><span class="token-line" style="color:#393A34"><span class="token plain">helm repo add superset https://apache.github.io/superset</span><br></span><span class="token-line" style="color:#393A34"><span class="token plain">&quot;superset&quot; has been added to your repositories</span><br></span></code></pre><div class="buttonGroup__atx"><button type="button" aria-label="Copy code to clipboard" title="Copy" class="clean-btn"><span class="copyButtonIcons_eSgA" aria-hidden="true"><svg viewBox="0 0 24 24" class="copyButtonIcon_y97N"><path fill="currentColor" d="M19,21H8V7H19M19,5H8A2,2 0 0,0 6,7V21A2,2 0 0,0 8,23H19A2,2 0 0,0 21,21V7A2,2 0 0,0 19,5M16,1H4A2,2 0 0,0 2,3V17H4V3H16V1Z"></path></svg><svg viewBox="0 0 24 24" class="copyButtonSuccessIcon_LjdS"><path fill="currentColor" d="M21,7L9,19L3.5,13.5L4.91,12.09L9,16.17L19.59,5.59L21,7Z"></path></svg></span></button></div></div></div><ol start="2"><li>View charts in repo</li></ol><div class="language-sh codeBlockContainer_Ckt0 theme-code-block" style="--prism-color:#393A34;--prism-background-color:#f6f8fa"><div class="codeBlockContent_biex"><pre tabindex="0" class="prism-code language-sh codeBlock_bY9V thin-scrollbar"><code class="codeBlockLines_e6Vv"><span class="token-line" style="color:#393A34"><span class="token plain">helm search repo superset</span><br></span><span class="token-line" style="color:#393A34"><span class="token plain">NAME                    CHART VERSION   APP VERSION     DESCRIPTION</span><br></span><span class="token-line" style="color:#393A34"><span class="token plain">superset/superset       0.1.1           1.0             Apache Superset is a modern, enterprise-ready b...</span><br></span></code></pre><div class="buttonGroup__atx"><button type="button" aria-label="Copy code to clipboard" title="Copy" class="clean-btn"><span class="copyButtonIcons_eSgA" aria-hidden="true"><svg viewBox="0 0 24 24" class="copyButtonIcon_y97N"><path fill="currentColor" d="M19,21H8V7H19M19,5H8A2,2 0 0,0 6,7V21A2,2 0 0,0 8,23H19A2,2 0 0,0 21,21V7A2,2 0 0,0 19,5M16,1H4A2,2 0 0,0 2,3V17H4V3H16V1Z"></path></svg><svg viewBox="0 0 24 24" class="copyButtonSuccessIcon_LjdS"><path fill="currentColor" d="M21,7L9,19L3.5,13.5L4.91,12.09L9,16.17L19.59,5.59L21,7Z"></path></svg></span></button></div></div></div><ol start="3"><li>Configure your setting overrides</li></ol><p>Just like any typical Helm chart, you&#x27;ll need to craft a <code>values.yaml</code> file that would define/override any of the values exposed into the default <a href="https://github.com/apache/superset/tree/master/helm/superset/values.yaml" target="_blank" rel="noopener noreferrer">values.yaml</a>, or from any of the dependent charts it depends on:</p><ul><li><a href="https://artifacthub.io/packages/helm/bitnami/redis" target="_blank" rel="noopener noreferrer">bitnami/redis</a></li><li><a href="https://artifacthub.io/packages/helm/bitnami/postgresql" target="_blank" rel="noopener noreferrer">bitnami/postgresql</a></li></ul><p>More info down below on some important overrides you might need.</p><ol start="4"><li>Install and run</li></ol><div class="language-sh codeBlockContainer_Ckt0 theme-code-block" style="--prism-color:#393A34;--prism-background-color:#f6f8fa"><div class="codeBlockContent_biex"><pre tabindex="0" class="prism-code language-sh codeBlock_bY9V thin-scrollbar"><code class="codeBlockLines_e6Vv"><span class="token-line" style="color:#393A34"><span class="token plain">helm upgrade --install --values my-values.yaml superset superset/superset</span><br></span></code></pre><div class="buttonGroup__atx"><button type="button" aria-label="Copy code to clipboard" title="Copy" class="clean-btn"><span class="copyButtonIcons_eSgA" aria-hidden="true"><svg viewBox="0 0 24 24" class="copyButtonIcon_y97N"><path fill="currentColor" d="M19,21H8V7H19M19,5H8A2,2 0 0,0 6,7V21A2,2 0 0,0 8,23H19A2,2 0 0,0 21,21V7A2,2 0 0,0 19,5M16,1H4A2,2 0 0,0 2,3V17H4V3H16V1Z"></path></svg><svg viewBox="0 0 24 24" class="copyButtonSuccessIcon_LjdS"><path fill="currentColor" d="M21,7L9,19L3.5,13.5L4.91,12.09L9,16.17L19.59,5.59L21,7Z"></path></svg></span></button></div></div></div><p>You should see various pods popping up, such as:</p><div class="language-sh codeBlockContainer_Ckt0 theme-code-block" style="--prism-color:#393A34;--prism-background-color:#f6f8fa"><div class="codeBlockContent_biex"><pre tabindex="0" class="prism-code language-sh codeBlock_bY9V thin-scrollbar"><code class="codeBlockLines_e6Vv"><span class="token-line" style="color:#393A34"><span class="token plain">kubectl get pods</span><br></span><span class="token-line" style="color:#393A34"><span class="token plain">NAME                                    READY   STATUS      RESTARTS   AGE</span><br></span><span class="token-line" style="color:#393A34"><span class="token plain">superset-celerybeat-7cdcc9575f-k6xmc    1/1     Running     0          119s</span><br></span><span class="token-line" style="color:#393A34"><span class="token plain">superset-f5c9c667-dw9lp                 1/1     Running     0          4m7s</span><br></span><span class="token-line" style="color:#393A34"><span class="token plain">superset-f5c9c667-fk8bk                 1/1     Running     0          4m11s</span><br></span><span class="token-line" style="color:#393A34"><span class="token plain">superset-init-db-zlm9z                  0/1     Completed   0          111s</span><br></span><span class="token-line" style="color:#393A34"><span class="token plain">superset-postgresql-0                   1/1     Running     0          6d20h</span><br></span><span class="token-line" style="color:#393A34"><span class="token plain">superset-redis-master-0                 1/1     Running     0          6d20h</span><br></span><span class="token-line" style="color:#393A34"><span class="token plain">superset-worker-75b48bbcc-jmmjr         1/1     Running     0          4m8s</span><br></span><span class="token-line" style="color:#393A34"><span class="token plain">superset-worker-75b48bbcc-qrq49         1/1     Running     0          4m12s</span><br></span></code></pre><div class="buttonGroup__atx"><button type="button" aria-label="Copy code to clipboard" title="Copy" class="clean-btn"><span class="copyButtonIcons_eSgA" aria-hidden="true"><svg viewBox="0 0 24 24" class="copyButtonIcon_y97N"><path fill="currentColor" d="M19,21H8V7H19M19,5H8A2,2 0 0,0 6,7V21A2,2 0 0,0 8,23H19A2,2 0 0,0 21,21V7A2,2 0 0,0 19,5M16,1H4A2,2 0 0,0 2,3V17H4V3H16V1Z"></path></svg><svg viewBox="0 0 24 24" class="copyButtonSuccessIcon_LjdS"><path fill="currentColor" d="M21,7L9,19L3.5,13.5L4.91,12.09L9,16.17L19.59,5.59L21,7Z"></path></svg></span></button></div></div></div><p>The exact list will depend on some of your specific configuration overrides but you should generally expect:</p><ul><li>N <code>superset-xxxx-yyyy</code> and <code>superset-worker-xxxx-yyyy</code> pods (depending on your <code>supersetNode.replicaCount</code> and <code>supersetWorker.replicaCount</code> values)</li><li>1 <code>superset-postgresql-0</code> depending on your postgres settings</li><li>1 <code>superset-redis-master-0</code> depending on your redis settings</li><li>1 <code>superset-celerybeat-xxxx-yyyy</code> pod if you have <code>supersetCeleryBeat.enabled = true</code> in your values overrides</li></ul><ol><li>Access it</li></ol><p>The chart will publish appropriate services to expose the Superset UI internally within your k8s cluster. To access it externally you will have to either:</p><ul><li>Configure the Service as a <code>LoadBalancer</code> or <code>NodePort</code></li><li>Set up an <code>Ingress</code> for it - the chart includes a definition, but will need to be tuned to your needs (hostname, tls, annotations etc...)</li><li>Run <code>kubectl port-forward superset-xxxx-yyyy :8088</code> to directly tunnel one pod&#x27;s port into your localhost</li></ul><p>Depending how you configured external access, the URL will vary. Once you&#x27;ve identified the appropriate URL you can log in with:</p><ul><li>user: <code>admin</code></li><li>password: <code>admin</code></li></ul><h3 class="anchor anchorWithStickyNavbar_LWe7" id="important-settings">Important settings<a href="#important-settings" class="hash-link" aria-label="Direct link to Important settings" title="Direct link to Important settings">​</a></h3><h4 class="anchor anchorWithStickyNavbar_LWe7" id="security-settings">Security settings<a href="#security-settings" class="hash-link" aria-label="Direct link to Security settings" title="Direct link to Security settings">​</a></h4><p>Default security settings and passwords are included but you <strong>SHOULD</strong> override those with your own, in particular:</p><div class="language-yaml codeBlockContainer_Ckt0 theme-code-block" style="--prism-color:#393A34;--prism-background-color:#f6f8fa"><div class="codeBlockContent_biex"><pre tabindex="0" class="prism-code language-yaml codeBlock_bY9V thin-scrollbar"><code class="codeBlockLines_e6Vv"><span class="token-line" style="color:#393A34"><span class="token key atrule" style="color:#00a4db">postgresql</span><span class="token punctuation" style="color:#393A34">:</span><span class="token plain"></span><br></span><span class="token-line" style="color:#393A34"><span class="token plain">  </span><span class="token key atrule" style="color:#00a4db">postgresqlPassword</span><span class="token punctuation" style="color:#393A34">:</span><span class="token plain"> superset</span><br></span></code></pre><div class="buttonGroup__atx"><button type="button" aria-label="Copy code to clipboard" title="Copy" class="clean-btn"><span class="copyButtonIcons_eSgA" aria-hidden="true"><svg viewBox="0 0 24 24" class="copyButtonIcon_y97N"><path fill="currentColor" d="M19,21H8V7H19M19,5H8A2,2 0 0,0 6,7V21A2,2 0 0,0 8,23H19A2,2 0 0,0 21,21V7A2,2 0 0,0 19,5M16,1H4A2,2 0 0,0 2,3V17H4V3H16V1Z"></path></svg><svg viewBox="0 0 24 24" class="copyButtonSuccessIcon_LjdS"><path fill="currentColor" d="M21,7L9,19L3.5,13.5L4.91,12.09L9,16.17L19.59,5.59L21,7Z"></path></svg></span></button></div></div></div><p>Make sure, you set a unique strong complex alphanumeric string for your SECRET_KEY and use a tool to help you generate
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rgba(0,0,0,0.3);scale:1;}</style><a href="https://github.com/apache/superset/edit/master/docs/docs/installation/running-on-kubernetes.mdx" target="_blank" rel="noopener noreferrer" class="css-dhwkje">Edit this page on GitHub</a><div class="row"><div class="col docItemCol_VOVn"><div class="docItemContainer_Djhp"><article><nav class="theme-doc-breadcrumbs breadcrumbsContainer_Z_bl" aria-label="Breadcrumbs"><ul class="breadcrumbs" itemscope="" itemtype="https://schema.org/BreadcrumbList"><li class="breadcrumbs__item"><a aria-label="Home page" class="breadcrumbs__link" href="/"><svg viewBox="0 0 24 24" class="breadcrumbHomeIcon_YNFT"><path d="M10 19v-5h4v5c0 .55.45 1 1 1h3c.55 0 1-.45 1-1v-7h1.7c.46 0 .68-.57.33-.87L12.67 3.6c-.38-.34-.96-.34-1.34 0l-8.36 7.53c-.34.3-.13.87.33.87H5v7c0 .55.45 1 1 1h3c.55 0 1-.45 1-1z" fill="currentColor"></path></svg></a></li><li class="breadcrumbs__item"><span class="breadcrumbs__link">Installation and Configuration</span><meta itemprop="position" content="1"></li><li itemscope="" itemprop="itemListElement" itemtype="https://schema.org/ListItem" class="breadcrumbs__item breadcrumbs__item--active"><span class="breadcrumbs__link" itemprop="name">Installing on Kubernetes</span><meta itemprop="position" content="2"></li></ul></nav><div class="tocCollapsible_ETCw theme-doc-toc-mobile tocMobile_ITEo"><button type="button" class="clean-btn tocCollapsibleButton_TO0P">On this page</button></div><div class="theme-doc-markdown markdown"><h2 class="anchor anchorWithStickyNavbar_LWe7" id="installing-on-kubernetes">Installing on Kubernetes<a href="#installing-on-kubernetes" class="hash-link" aria-label="Direct link to Installing on Kubernetes" title="Direct link to Installing on Kubernetes">​</a></h2><p>Running Superset on Kubernetes is supported with the provided <a href="https://helm.sh/" target="_blank" rel="noopener noreferrer">Helm</a> chart found in the official <a href="https://apache.github.io/superset/index.yaml" target="_blank" rel="noopener noreferrer">Superset helm repository</a>.</p><h3 class="anchor anchorWithStickyNavbar_LWe7" id="prerequisites">Prerequisites<a href="#prerequisites" class="hash-link" aria-label="Direct link to Prerequisites" title="Direct link to Prerequisites">​</a></h3><ul><li>A Kubernetes cluster</li><li>Helm installed</li></ul><h3 class="anchor anchorWithStickyNavbar_LWe7" id="running">Running<a href="#running" class="hash-link" aria-label="Direct link to Running" title="Direct link to Running">​</a></h3><ol><li>Add the Superset helm repository</li></ol><div class="language-sh codeBlockContainer_Ckt0 theme-code-block" style="--prism-color:#393A34;--prism-background-color:#f6f8fa"><div class="codeBlockContent_biex"><pre tabindex="0" class="prism-code language-sh codeBlock_bY9V thin-scrollbar"><code class="codeBlockLines_e6Vv"><span class="token-line" style="color:#393A34"><span class="token plain">helm repo add superset https://apache.github.io/superset</span><br></span><span class="token-line" style="color:#393A34"><span class="token plain">&quot;superset&quot; has been added to your repositories</span><br></span></code></pre><div class="buttonGroup__atx"><button type="button" aria-label="Copy code to clipboard" title="Copy" class="clean-btn"><span class="copyButtonIcons_eSgA" aria-hidden="true"><svg viewBox="0 0 24 24" class="copyButtonIcon_y97N"><path fill="currentColor" d="M19,21H8V7H19M19,5H8A2,2 0 0,0 6,7V21A2,2 0 0,0 8,23H19A2,2 0 0,0 21,21V7A2,2 0 0,0 19,5M16,1H4A2,2 0 0,0 2,3V17H4V3H16V1Z"></path></svg><svg viewBox="0 0 24 24" class="copyButtonSuccessIcon_LjdS"><path fill="currentColor" d="M21,7L9,19L3.5,13.5L4.91,12.09L9,16.17L19.59,5.59L21,7Z"></path></svg></span></button></div></div></div><ol start="2"><li>View charts in repo</li></ol><div class="language-sh codeBlockContainer_Ckt0 theme-code-block" style="--prism-color:#393A34;--prism-background-color:#f6f8fa"><div class="codeBlockContent_biex"><pre tabindex="0" class="prism-code language-sh codeBlock_bY9V thin-scrollbar"><code class="codeBlockLines_e6Vv"><span class="token-line" style="color:#393A34"><span class="token plain">helm search repo superset</span><br></span><span class="token-line" style="color:#393A34"><span class="token plain">NAME                    CHART VERSION   APP VERSION     DESCRIPTION</span><br></span><span class="token-line" style="color:#393A34"><span class="token plain">superset/superset       0.1.1           1.0             Apache Superset is a modern, enterprise-ready b...</span><br></span></code></pre><div class="buttonGroup__atx"><button type="button" aria-label="Copy code to clipboard" title="Copy" class="clean-btn"><span class="copyButtonIcons_eSgA" aria-hidden="true"><svg viewBox="0 0 24 24" class="copyButtonIcon_y97N"><path fill="currentColor" d="M19,21H8V7H19M19,5H8A2,2 0 0,0 6,7V21A2,2 0 0,0 8,23H19A2,2 0 0,0 21,21V7A2,2 0 0,0 19,5M16,1H4A2,2 0 0,0 2,3V17H4V3H16V1Z"></path></svg><svg viewBox="0 0 24 24" class="copyButtonSuccessIcon_LjdS"><path fill="currentColor" d="M21,7L9,19L3.5,13.5L4.91,12.09L9,16.17L19.59,5.59L21,7Z"></path></svg></span></button></div></div></div><ol start="3"><li>Configure your setting overrides</li></ol><p>Just like any typical Helm chart, you&#x27;ll need to craft a <code>values.yaml</code> file that would define/override any of the values exposed into the default <a href="https://github.com/apache/superset/tree/master/helm/superset/values.yaml" target="_blank" rel="noopener noreferrer">values.yaml</a>, or from any of the dependent charts it depends on:</p><ul><li><a href="https://artifacthub.io/packages/helm/bitnami/redis" target="_blank" rel="noopener noreferrer">bitnami/redis</a></li><li><a href="https://artifacthub.io/packages/helm/bitnami/postgresql" target="_blank" rel="noopener noreferrer">bitnami/postgresql</a></li></ul><p>More info down below on some important overrides you might need.</p><ol start="4"><li>Install and run</li></ol><div class="language-sh codeBlockContainer_Ckt0 theme-code-block" style="--prism-color:#393A34;--prism-background-color:#f6f8fa"><div class="codeBlockContent_biex"><pre tabindex="0" class="prism-code language-sh codeBlock_bY9V thin-scrollbar"><code class="codeBlockLines_e6Vv"><span class="token-line" style="color:#393A34"><span class="token plain">helm upgrade --install --values my-values.yaml superset superset/superset</span><br></span></code></pre><div class="buttonGroup__atx"><button type="button" aria-label="Copy code to clipboard" title="Copy" class="clean-btn"><span class="copyButtonIcons_eSgA" aria-hidden="true"><svg viewBox="0 0 24 24" class="copyButtonIcon_y97N"><path fill="currentColor" d="M19,21H8V7H19M19,5H8A2,2 0 0,0 6,7V21A2,2 0 0,0 8,23H19A2,2 0 0,0 21,21V7A2,2 0 0,0 19,5M16,1H4A2,2 0 0,0 2,3V17H4V3H16V1Z"></path></svg><svg viewBox="0 0 24 24" class="copyButtonSuccessIcon_LjdS"><path fill="currentColor" d="M21,7L9,19L3.5,13.5L4.91,12.09L9,16.17L19.59,5.59L21,7Z"></path></svg></span></button></div></div></div><p>You should see various pods popping up, such as:</p><div class="language-sh codeBlockContainer_Ckt0 theme-code-block" style="--prism-color:#393A34;--prism-background-color:#f6f8fa"><div class="codeBlockContent_biex"><pre tabindex="0" class="prism-code language-sh codeBlock_bY9V thin-scrollbar"><code class="codeBlockLines_e6Vv"><span class="token-line" style="color:#393A34"><span class="token plain">kubectl get pods</span><br></span><span class="token-line" style="color:#393A34"><span class="token plain">NAME                                    READY   STATUS      RESTARTS   AGE</span><br></span><span class="token-line" style="color:#393A34"><span class="token plain">superset-celerybeat-7cdcc9575f-k6xmc    1/1     Running     0          119s</span><br></span><span class="token-line" style="color:#393A34"><span class="token plain">superset-f5c9c667-dw9lp                 1/1     Running     0          4m7s</span><br></span><span class="token-line" style="color:#393A34"><span class="token plain">superset-f5c9c667-fk8bk                 1/1     Running     0          4m11s</span><br></span><span class="token-line" style="color:#393A34"><span class="token plain">superset-init-db-zlm9z                  0/1     Completed   0          111s</span><br></span><span class="token-line" style="color:#393A34"><span class="token plain">superset-postgresql-0                   1/1     Running     0          6d20h</span><br></span><span class="token-line" style="color:#393A34"><span class="token plain">superset-redis-master-0                 1/1     Running     0          6d20h</span><br></span><span class="token-line" style="color:#393A34"><span class="token plain">superset-worker-75b48bbcc-jmmjr         1/1     Running     0          4m8s</span><br></span><span class="token-line" style="color:#393A34"><span class="token plain">superset-worker-75b48bbcc-qrq49         1/1     Running     0          4m12s</span><br></span></code></pre><div class="buttonGroup__atx"><button type="button" aria-label="Copy code to clipboard" title="Copy" class="clean-btn"><span class="copyButtonIcons_eSgA" aria-hidden="true"><svg viewBox="0 0 24 24" class="copyButtonIcon_y97N"><path fill="currentColor" d="M19,21H8V7H19M19,5H8A2,2 0 0,0 6,7V21A2,2 0 0,0 8,23H19A2,2 0 0,0 21,21V7A2,2 0 0,0 19,5M16,1H4A2,2 0 0,0 2,3V17H4V3H16V1Z"></path></svg><svg viewBox="0 0 24 24" class="copyButtonSuccessIcon_LjdS"><path fill="currentColor" d="M21,7L9,19L3.5,13.5L4.91,12.09L9,16.17L19.59,5.59L21,7Z"></path></svg></span></button></div></div></div><p>The exact list will depend on some of your specific configuration overrides but you should generally expect:</p><ul><li>N <code>superset-xxxx-yyyy</code> and <code>superset-worker-xxxx-yyyy</code> pods (depending on your <code>supersetNode.replicaCount</code> and <code>supersetWorker.replicaCount</code> values)</li><li>1 <code>superset-postgresql-0</code> depending on your postgres settings</li><li>1 <code>superset-redis-master-0</code> depending on your redis settings</li><li>1 <code>superset-celerybeat-xxxx-yyyy</code> pod if you have <code>supersetCeleryBeat.enabled = true</code> in your values overrides</li></ul><ol><li>Access it</li></ol><p>The chart will publish appropriate services to expose the Superset UI internally within your k8s cluster. To access it externally you will have to either:</p><ul><li>Configure the Service as a <code>LoadBalancer</code> or <code>NodePort</code></li><li>Set up an <code>Ingress</code> for it - the chart includes a definition, but will need to be tuned to your needs (hostname, tls, annotations etc...)</li><li>Run <code>kubectl port-forward superset-xxxx-yyyy :8088</code> to directly tunnel one pod&#x27;s port into your localhost</li></ul><p>Depending how you configured external access, the URL will vary. Once you&#x27;ve identified the appropriate URL you can log in with:</p><ul><li>user: <code>admin</code></li><li>password: <code>admin</code></li></ul><h3 class="anchor anchorWithStickyNavbar_LWe7" id="important-settings">Important settings<a href="#important-settings" class="hash-link" aria-label="Direct link to Important settings" title="Direct link to Important settings">​</a></h3><h4 class="anchor anchorWithStickyNavbar_LWe7" id="security-settings">Security settings<a href="#security-settings" class="hash-link" aria-label="Direct link to Security settings" title="Direct link to Security settings">​</a></h4><p>Default security settings and passwords are included but you <strong>SHOULD</strong> override those with your own, in particular:</p><div class="language-yaml codeBlockContainer_Ckt0 theme-code-block" style="--prism-color:#393A34;--prism-background-color:#f6f8fa"><div class="codeBlockContent_biex"><pre tabindex="0" class="prism-code language-yaml codeBlock_bY9V thin-scrollbar"><code class="codeBlockLines_e6Vv"><span class="token-line" style="color:#393A34"><span class="token key atrule" style="color:#00a4db">postgresql</span><span class="token punctuation" style="color:#393A34">:</span><span class="token plain"></span><br></span><span class="token-line" style="color:#393A34"><span class="token plain">  </span><span class="token key atrule" style="color:#00a4db">postgresqlPassword</span><span class="token punctuation" style="color:#393A34">:</span><span class="token plain"> superset</span><br></span></code></pre><div class="buttonGroup__atx"><button type="button" aria-label="Copy code to clipboard" title="Copy" class="clean-btn"><span class="copyButtonIcons_eSgA" aria-hidden="true"><svg viewBox="0 0 24 24" class="copyButtonIcon_y97N"><path fill="currentColor" d="M19,21H8V7H19M19,5H8A2,2 0 0,0 6,7V21A2,2 0 0,0 8,23H19A2,2 0 0,0 21,21V7A2,2 0 0,0 19,5M16,1H4A2,2 0 0,0 2,3V17H4V3H16V1Z"></path></svg><svg viewBox="0 0 24 24" class="copyButtonSuccessIcon_LjdS"><path fill="currentColor" d="M21,7L9,19L3.5,13.5L4.91,12.09L9,16.17L19.59,5.59L21,7Z"></path></svg></span></button></div></div></div><p>Make sure, you set a unique strong complex alphanumeric string for your SECRET_KEY and use a tool to help you generate
 a sufficiently random sequence.</p><ul><li>To generate a good key you can run, <code>openssl rand -base64 42</code></li></ul><div class="language-yaml codeBlockContainer_Ckt0 theme-code-block" style="--prism-color:#393A34;--prism-background-color:#f6f8fa"><div class="codeBlockContent_biex"><pre tabindex="0" class="prism-code language-yaml codeBlock_bY9V thin-scrollbar"><code class="codeBlockLines_e6Vv"><span class="token-line" style="color:#393A34"><span class="token key atrule" style="color:#00a4db">configOverrides</span><span class="token punctuation" style="color:#393A34">:</span><span class="token plain"></span><br></span><span class="token-line" style="color:#393A34"><span class="token plain">  </span><span class="token key atrule" style="color:#00a4db">secret</span><span class="token punctuation" style="color:#393A34">:</span><span class="token plain"> </span><span class="token punctuation" style="color:#393A34">|</span><span class="token scalar string" style="color:#e3116c"></span><br></span><span class="token-line" style="color:#393A34"><span class="token scalar string" style="color:#e3116c">    SECRET_KEY = &#x27;YOUR_OWN_RANDOM_GENERATED_SECRET_KEY&#x27;</span><br></span></code></pre><div class="buttonGroup__atx"><button type="button" aria-label="Copy code to clipboard" title="Copy" class="clean-btn"><span class="copyButtonIcons_eSgA" aria-hidden="true"><svg viewBox="0 0 24 24" class="copyButtonIcon_y97N"><path fill="currentColor" d="M19,21H8V7H19M19,5H8A2,2 0 0,0 6,7V21A2,2 0 0,0 8,23H19A2,2 0 0,0 21,21V7A2,2 0 0,0 19,5M16,1H4A2,2 0 0,0 2,3V17H4V3H16V1Z"></path></svg><svg viewBox="0 0 24 24" class="copyButtonSuccessIcon_LjdS"><path fill="currentColor" d="M21,7L9,19L3.5,13.5L4.91,12.09L9,16.17L19.59,5.59L21,7Z"></path></svg></span></button></div></div></div><p>If you want to change the previous secret key then you should rotate the keys.
 Default secret key for kubernetes deployment is <code>thisISaSECRET_1234</code></p><div class="language-yaml codeBlockContainer_Ckt0 theme-code-block" style="--prism-color:#393A34;--prism-background-color:#f6f8fa"><div class="codeBlockContent_biex"><pre tabindex="0" class="prism-code language-yaml codeBlock_bY9V thin-scrollbar"><code class="codeBlockLines_e6Vv"><span class="token-line" style="color:#393A34"><span class="token key atrule" style="color:#00a4db">configOverrides</span><span class="token punctuation" style="color:#393A34">:</span><span class="token plain"></span><br></span><span class="token-line" style="color:#393A34"><span class="token plain">  </span><span class="token key atrule" style="color:#00a4db">my_override</span><span class="token punctuation" style="color:#393A34">:</span><span class="token plain"> </span><span class="token punctuation" style="color:#393A34">|</span><span class="token scalar string" style="color:#e3116c"></span><br></span><span class="token-line" style="color:#393A34"><span class="token scalar string" style="color:#e3116c">    PREVIOUS_SECRET_KEY = &#x27;YOUR_PREVIOUS_SECRET_KEY&#x27;</span><br></span><span class="token-line" style="color:#393A34"><span class="token scalar string" style="color:#e3116c">    SECRET_KEY = &#x27;YOUR_OWN_RANDOM_GENERATED_SECRET_KEY&#x27;</span><span class="token plain"></span><br></span><span class="token-line" style="color:#393A34"><span class="token plain"></span><span class="token key atrule" style="color:#00a4db">init</span><span class="token punctuation" style="color:#393A34">:</span><span class="token plain"></span><br></span><span class="token-line" style="color:#393A34"><span class="token plain">  </span><span class="token key atrule" style="color:#00a4db">command</span><span class="token punctuation" style="color:#393A34">:</span><span class="token plain"></span><br></span><span class="token-line" style="color:#393A34"><span class="token plain">    </span><span class="token punctuation" style="color:#393A34">-</span><span class="token plain"> /bin/sh</span><br></span><span class="token-line" style="color:#393A34"><span class="token plain">    </span><span class="token punctuation" style="color:#393A34">-</span><span class="token plain"> </span><span class="token punctuation" style="color:#393A34">-</span><span class="token plain">c</span><br></span><span class="token-line" style="color:#393A34"><span class="token plain">    </span><span class="token punctuation" style="color:#393A34">-</span><span class="token plain"> </span><span class="token punctuation" style="color:#393A34">|</span><span class="token scalar string" style="color:#e3116c"></span><br></span><span class="token-line" style="color:#393A34"><span class="token scalar string" style="color:#e3116c">      . {{ .Values.configMountPath }}/superset_bootstrap.sh</span><br></span><span class="token-line" style="color:#393A34"><span class="token scalar string" style="color:#e3116c">      superset re-encrypt-secrets</span><br></span><span class="token-line" style="color:#393A34"><span class="token scalar string" style="color:#e3116c">      . {{ .Values.configMountPath }}/superset_init.sh</span><br></span></code></pre><div class="buttonGroup__atx"><button type="button" aria-label="Copy code to clipboard" title="Copy" class="clean-btn"><span class="copyButtonIcons_eSgA" aria-hidden="true"><svg viewBox="0 0 24 24" class="copyButtonIcon_y97N"><path fill="currentColor" d="M19,21H8V7H19M19,5H8A2,2 0 0,0 6,7V21A2,2 0 0,0 8,23H19A2,2 0 0,0 21,21V7A2,2 0 0,0 19,5M16,1H4A2,2 0 0,0 2,3V17H4V3H16V1Z"></path></svg><svg viewBox="0 0 24 24" class="copyButtonSuccessIcon_LjdS"><path fill="currentColor" d="M21,7L9,19L3.5,13.5L4.91,12.09L9,16.17L19.59,5.59L21,7Z"></path></svg></span></button></div></div></div><div class="theme-admonition theme-admonition-note alert alert--secondary admonition_LlT9"><div class="admonitionHeading_tbUL"><span class="admonitionIcon_kALy"><svg viewBox="0 0 14 16"><path fill-rule="evenodd" d="M6.3 5.69a.942.942 0 0 1-.28-.7c0-.28.09-.52.28-.7.19-.18.42-.28.7-.28.28 0 .52.09.7.28.18.19.28.42.28.7 0 .28-.09.52-.28.7a1 1 0 0 1-.7.3c-.28 0-.52-.11-.7-.3zM8 7.99c-.02-.25-.11-.48-.31-.69-.2-.19-.42-.3-.69-.31H6c-.27.02-.48.13-.69.31-.2.2-.3.44-.31.69h1v3c.02.27.11.5.31.69.2.2.42.31.69.31h1c.27 0 .48-.11.69-.31.2-.19.3-.42.31-.69H8V7.98v.01zM7 2.3c-3.14 0-5.7 2.54-5.7 5.68 0 3.14 2.56 5.7 5.7 5.7s5.7-2.55 5.7-5.7c0-3.15-2.56-5.69-5.7-5.69v.01zM7 .98c3.86 0 7 3.14 7 7s-3.14 7-7 7-7-3.12-7-7 3.14-7 7-7z"></path></svg></span>note</div><div class="admonitionContent_S0QG"><p>Superset uses <a href="https://about.scarf.sh/scarf-gateway" target="_blank" rel="noopener noreferrer">Scarf Gateway</a> to collect telemetry data.  Knowing the installation counts for different Superset versions informs the  project&#x27;s decisions about patching and long-term support. Scarf purges personally identifiable information (PII) and provides only aggregated statistics.</p><p>To opt-out of this data collection in your Helm-based installation, edit the <code>repository:</code> line in your <code>helm/superset/values.yaml</code> file, replacing <code>apachesuperset.docker.scarf.sh/apache/superset</code> with <code>apache/superset</code> to pull the image directly from Docker Hub.</p></div></div><h4 class="anchor anchorWithStickyNavbar_LWe7" id="dependencies">Dependencies<a href="#dependencies" class="hash-link" aria-label="Direct link to Dependencies" title="Direct link to Dependencies">​</a></h4><p>Install additional packages and do any other bootstrap configuration in the bootstrap script.
 For production clusters it&#x27;s recommended to build own image with this step done in CI.</p><div class="theme-admonition theme-admonition-note alert alert--secondary admonition_LlT9"><div class="admonitionHeading_tbUL"><span class="admonitionIcon_kALy"><svg viewBox="0 0 14 16"><path fill-rule="evenodd" d="M6.3 5.69a.942.942 0 0 1-.28-.7c0-.28.09-.52.28-.7.19-.18.42-.28.7-.28.28 0 .52.09.7.28.18.19.28.42.28.7 0 .28-.09.52-.28.7a1 1 0 0 1-.7.3c-.28 0-.52-.11-.7-.3zM8 7.99c-.02-.25-.11-.48-.31-.69-.2-.19-.42-.3-.69-.31H6c-.27.02-.48.13-.69.31-.2.2-.3.44-.31.69h1v3c.02.27.11.5.31.69.2.2.42.31.69.31h1c.27 0 .48-.11.69-.31.2-.19.3-.42.31-.69H8V7.98v.01zM7 2.3c-3.14 0-5.7 2.54-5.7 5.68 0 3.14 2.56 5.7 5.7 5.7s5.7-2.55 5.7-5.7c0-3.15-2.56-5.69-5.7-5.69v.01zM7 .98c3.86 0 7 3.14 7 7s-3.14 7-7 7-7-3.12-7-7 3.14-7 7-7z"></path></svg></span>note</div><div class="admonitionContent_S0QG"><p>Superset requires a Python DB-API database driver and a SQLAlchemy
@@ -31,7 +31,7 @@
 connect to those datasources in your Superset installation:</p><div class="language-yaml codeBlockContainer_Ckt0 theme-code-block" style="--prism-color:#393A34;--prism-background-color:#f6f8fa"><div class="codeBlockContent_biex"><pre tabindex="0" class="prism-code language-yaml codeBlock_bY9V thin-scrollbar"><code class="codeBlockLines_e6Vv"><span class="token-line" style="color:#393A34"><span class="token key atrule" style="color:#00a4db">bootstrapScript</span><span class="token punctuation" style="color:#393A34">:</span><span class="token plain"> </span><span class="token punctuation" style="color:#393A34">|</span><span class="token scalar string" style="color:#e3116c"></span><br></span><span class="token-line" style="color:#393A34"><span class="token scalar string" style="color:#e3116c">  #!/bin/bash</span><br></span><span class="token-line" style="color:#393A34"><span class="token scalar string" style="color:#e3116c">  pip install psycopg2==2.9.6 \</span><br></span><span class="token-line" style="color:#393A34"><span class="token scalar string" style="color:#e3116c">    sqlalchemy-bigquery==1.6.1 \</span><br></span><span class="token-line" style="color:#393A34"><span class="token scalar string" style="color:#e3116c">    elasticsearch-dbapi==0.2.5 &amp;&amp;\</span><br></span><span class="token-line" style="color:#393A34"><span class="token scalar string" style="color:#e3116c">  if [ ! -f ~/bootstrap ]; then echo &quot;Running Superset with uid {{ .Values.runAsUser }}&quot; &gt; ~/bootstrap; fi</span><br></span></code></pre><div class="buttonGroup__atx"><button type="button" aria-label="Copy code to clipboard" title="Copy" class="clean-btn"><span class="copyButtonIcons_eSgA" aria-hidden="true"><svg viewBox="0 0 24 24" class="copyButtonIcon_y97N"><path fill="currentColor" d="M19,21H8V7H19M19,5H8A2,2 0 0,0 6,7V21A2,2 0 0,0 8,23H19A2,2 0 0,0 21,21V7A2,2 0 0,0 19,5M16,1H4A2,2 0 0,0 2,3V17H4V3H16V1Z"></path></svg><svg viewBox="0 0 24 24" class="copyButtonSuccessIcon_LjdS"><path fill="currentColor" d="M21,7L9,19L3.5,13.5L4.91,12.09L9,16.17L19.59,5.59L21,7Z"></path></svg></span></button></div></div></div><h4 class="anchor anchorWithStickyNavbar_LWe7" id="superset_configpy">superset_config.py<a href="#superset_configpy" class="hash-link" aria-label="Direct link to superset_config.py" title="Direct link to superset_config.py">​</a></h4><p>The default <code>superset_config.py</code> is fairly minimal and you will very likely need to extend it. This is done by specifying one or more key/value entries in <code>configOverrides</code>, e.g.:</p><div class="language-yaml codeBlockContainer_Ckt0 theme-code-block" style="--prism-color:#393A34;--prism-background-color:#f6f8fa"><div class="codeBlockContent_biex"><pre tabindex="0" class="prism-code language-yaml codeBlock_bY9V thin-scrollbar"><code class="codeBlockLines_e6Vv"><span class="token-line" style="color:#393A34"><span class="token key atrule" style="color:#00a4db">configOverrides</span><span class="token punctuation" style="color:#393A34">:</span><span class="token plain"></span><br></span><span class="token-line" style="color:#393A34"><span class="token plain">  </span><span class="token key atrule" style="color:#00a4db">my_override</span><span class="token punctuation" style="color:#393A34">:</span><span class="token plain"> </span><span class="token punctuation" style="color:#393A34">|</span><span class="token scalar string" style="color:#e3116c"></span><br></span><span class="token-line" style="color:#393A34"><span class="token scalar string" style="color:#e3116c">    # This will make sure the redirect_uri is properly computed, even with SSL offloading</span><br></span><span class="token-line" style="color:#393A34"><span class="token scalar string" style="color:#e3116c">    ENABLE_PROXY_FIX = True</span><br></span><span class="token-line" style="color:#393A34"><span class="token scalar string" style="color:#e3116c">    FEATURE_FLAGS = {</span><br></span><span class="token-line" style="color:#393A34"><span class="token scalar string" style="color:#e3116c">        &quot;DYNAMIC_PLUGINS&quot;: True</span><br></span><span class="token-line" style="color:#393A34"><span class="token scalar string" style="color:#e3116c">    }</span><br></span></code></pre><div class="buttonGroup__atx"><button type="button" aria-label="Copy code to clipboard" title="Copy" class="clean-btn"><span class="copyButtonIcons_eSgA" aria-hidden="true"><svg viewBox="0 0 24 24" class="copyButtonIcon_y97N"><path fill="currentColor" d="M19,21H8V7H19M19,5H8A2,2 0 0,0 6,7V21A2,2 0 0,0 8,23H19A2,2 0 0,0 21,21V7A2,2 0 0,0 19,5M16,1H4A2,2 0 0,0 2,3V17H4V3H16V1Z"></path></svg><svg viewBox="0 0 24 24" class="copyButtonSuccessIcon_LjdS"><path fill="currentColor" d="M21,7L9,19L3.5,13.5L4.91,12.09L9,16.17L19.59,5.59L21,7Z"></path></svg></span></button></div></div></div><p>Those will be evaluated as Helm templates and therefore will be able to reference other <code>values.yaml</code> variables e.g. <code>{{ .Values.ingress.hosts[0] }}</code> will resolve to your ingress external domain.</p><p>The entire <code>superset_config.py</code> will be installed as a secret, so it is safe to pass sensitive parameters directly... however it might be more readable to use secret env variables for that.</p><p>Full python files can be provided by running <code>helm upgrade --install --values my-values.yaml --set-file configOverrides.oauth=set_oauth.py</code></p><h4 class="anchor anchorWithStickyNavbar_LWe7" id="environment-variables">Environment Variables<a href="#environment-variables" class="hash-link" aria-label="Direct link to Environment Variables" title="Direct link to Environment Variables">​</a></h4><p>Those can be passed as key/values either with <code>extraEnv</code> or <code>extraSecretEnv</code> if they&#x27;re sensitive. They can then be referenced from <code>superset_config.py</code> using e.g. <code>os.environ.get(&quot;VAR&quot;)</code>.</p><div class="language-yaml codeBlockContainer_Ckt0 theme-code-block" style="--prism-color:#393A34;--prism-background-color:#f6f8fa"><div class="codeBlockContent_biex"><pre tabindex="0" class="prism-code language-yaml codeBlock_bY9V thin-scrollbar"><code class="codeBlockLines_e6Vv"><span class="token-line" style="color:#393A34"><span class="token key atrule" style="color:#00a4db">extraEnv</span><span class="token punctuation" style="color:#393A34">:</span><span class="token plain"></span><br></span><span class="token-line" style="color:#393A34"><span class="token plain">  </span><span class="token key atrule" style="color:#00a4db">SMTP_HOST</span><span class="token punctuation" style="color:#393A34">:</span><span class="token plain"> smtp.gmail.com</span><br></span><span class="token-line" style="color:#393A34"><span class="token plain">  </span><span class="token key atrule" style="color:#00a4db">SMTP_USER</span><span class="token punctuation" style="color:#393A34">:</span><span class="token plain"> user@gmail.com</span><br></span><span class="token-line" style="color:#393A34"><span class="token plain">  </span><span class="token key atrule" style="color:#00a4db">SMTP_PORT</span><span class="token punctuation" style="color:#393A34">:</span><span class="token plain"> </span><span class="token string" style="color:#e3116c">&quot;587&quot;</span><span class="token plain"></span><br></span><span class="token-line" style="color:#393A34"><span class="token plain">  </span><span class="token key atrule" style="color:#00a4db">SMTP_MAIL_FROM</span><span class="token punctuation" style="color:#393A34">:</span><span class="token plain"> user@gmail.com</span><br></span><span class="token-line" style="color:#393A34"><span class="token plain" style="display:inline-block"></span><br></span><span class="token-line" style="color:#393A34"><span class="token plain"></span><span class="token key atrule" style="color:#00a4db">extraSecretEnv</span><span class="token punctuation" style="color:#393A34">:</span><span class="token plain"></span><br></span><span class="token-line" style="color:#393A34"><span class="token plain">  </span><span class="token key atrule" style="color:#00a4db">SMTP_PASSWORD</span><span class="token punctuation" style="color:#393A34">:</span><span class="token plain"> xxxx</span><br></span><span class="token-line" style="color:#393A34"><span class="token plain" style="display:inline-block"></span><br></span><span class="token-line" style="color:#393A34"><span class="token plain"></span><span class="token key atrule" style="color:#00a4db">configOverrides</span><span class="token punctuation" style="color:#393A34">:</span><span class="token plain"></span><br></span><span class="token-line" style="color:#393A34"><span class="token plain">  </span><span class="token key atrule" style="color:#00a4db">smtp</span><span class="token punctuation" style="color:#393A34">:</span><span class="token plain"> </span><span class="token punctuation" style="color:#393A34">|</span><span class="token scalar string" style="color:#e3116c"></span><br></span><span class="token-line" style="color:#393A34"><span class="token scalar string" style="color:#e3116c">    import ast</span><br></span><span class="token-line" style="color:#393A34"><span class="token scalar string" style="color:#e3116c">    SMTP_HOST = os.getenv(&quot;SMTP_HOST&quot;,&quot;localhost&quot;)</span><br></span><span class="token-line" style="color:#393A34"><span class="token scalar string" style="color:#e3116c">    SMTP_STARTTLS = ast.literal_eval(os.getenv(&quot;SMTP_STARTTLS&quot;, &quot;True&quot;))</span><br></span><span class="token-line" style="color:#393A34"><span class="token scalar string" style="color:#e3116c">    SMTP_SSL = ast.literal_eval(os.getenv(&quot;SMTP_SSL&quot;, &quot;False&quot;))</span><br></span><span class="token-line" style="color:#393A34"><span class="token scalar string" style="color:#e3116c">    SMTP_USER = os.getenv(&quot;SMTP_USER&quot;,&quot;superset&quot;)</span><br></span><span class="token-line" style="color:#393A34"><span class="token scalar string" style="color:#e3116c">    SMTP_PORT = os.getenv(&quot;SMTP_PORT&quot;,25)</span><br></span><span class="token-line" style="color:#393A34"><span class="token scalar string" style="color:#e3116c">    SMTP_PASSWORD = os.getenv(&quot;SMTP_PASSWORD&quot;,&quot;superset&quot;)</span><br></span></code></pre><div class="buttonGroup__atx"><button type="button" aria-label="Copy code to clipboard" title="Copy" class="clean-btn"><span class="copyButtonIcons_eSgA" aria-hidden="true"><svg viewBox="0 0 24 24" class="copyButtonIcon_y97N"><path fill="currentColor" d="M19,21H8V7H19M19,5H8A2,2 0 0,0 6,7V21A2,2 0 0,0 8,23H19A2,2 0 0,0 21,21V7A2,2 0 0,0 19,5M16,1H4A2,2 0 0,0 2,3V17H4V3H16V1Z"></path></svg><svg viewBox="0 0 24 24" class="copyButtonSuccessIcon_LjdS"><path fill="currentColor" d="M21,7L9,19L3.5,13.5L4.91,12.09L9,16.17L19.59,5.59L21,7Z"></path></svg></span></button></div></div></div><h4 class="anchor anchorWithStickyNavbar_LWe7" id="system-packages">System packages<a href="#system-packages" class="hash-link" aria-label="Direct link to System packages" title="Direct link to System packages">​</a></h4><p>If new system packages are required, they can be installed before application startup by overriding the container&#x27;s <code>command</code>, e.g.:</p><div class="language-yaml codeBlockContainer_Ckt0 theme-code-block" style="--prism-color:#393A34;--prism-background-color:#f6f8fa"><div class="codeBlockContent_biex"><pre tabindex="0" class="prism-code language-yaml codeBlock_bY9V thin-scrollbar"><code class="codeBlockLines_e6Vv"><span class="token-line" style="color:#393A34"><span class="token key atrule" style="color:#00a4db">supersetWorker</span><span class="token punctuation" style="color:#393A34">:</span><span class="token plain"></span><br></span><span class="token-line" style="color:#393A34"><span class="token plain">  </span><span class="token key atrule" style="color:#00a4db">command</span><span class="token punctuation" style="color:#393A34">:</span><span class="token plain"></span><br></span><span class="token-line" style="color:#393A34"><span class="token plain">    </span><span class="token punctuation" style="color:#393A34">-</span><span class="token plain"> /bin/sh</span><br></span><span class="token-line" style="color:#393A34"><span class="token plain">    </span><span class="token punctuation" style="color:#393A34">-</span><span class="token plain"> </span><span class="token punctuation" style="color:#393A34">-</span><span class="token plain">c</span><br></span><span class="token-line" style="color:#393A34"><span class="token plain">    </span><span class="token punctuation" style="color:#393A34">-</span><span class="token plain"> </span><span class="token punctuation" style="color:#393A34">|</span><span class="token scalar string" style="color:#e3116c"></span><br></span><span class="token-line" style="color:#393A34"><span class="token scalar string" style="color:#e3116c">      apt update</span><br></span><span class="token-line" style="color:#393A34"><span class="token scalar string" style="color:#e3116c">      apt install -y somepackage</span><br></span><span class="token-line" style="color:#393A34"><span class="token scalar string" style="color:#e3116c">      apt autoremove -yqq --purge</span><br></span><span class="token-line" style="color:#393A34"><span class="token scalar string" style="color:#e3116c">      apt clean</span><span class="token plain"></span><br></span><span class="token-line" style="color:#393A34"><span class="token plain" style="display:inline-block"></span><br></span><span class="token-line" style="color:#393A34"><span class="token plain">      </span><span class="token comment" style="color:#999988;font-style:italic"># Run celery worker</span><span class="token plain"></span><br></span><span class="token-line" style="color:#393A34"><span class="token plain">      . </span><span class="token punctuation" style="color:#393A34">{</span><span class="token punctuation" style="color:#393A34">{</span><span class="token plain"> .Values.configMountPath </span><span class="token punctuation" style="color:#393A34">}</span><span class="token punctuation" style="color:#393A34">}</span><span class="token plain">/superset_bootstrap.sh; celery </span><span class="token punctuation" style="color:#393A34">-</span><span class="token punctuation" style="color:#393A34">-</span><span class="token plain">app=superset.tasks.celery_app</span><span class="token punctuation" style="color:#393A34">:</span><span class="token plain">app worker</span><br></span></code></pre><div class="buttonGroup__atx"><button type="button" aria-label="Copy code to clipboard" title="Copy" class="clean-btn"><span class="copyButtonIcons_eSgA" aria-hidden="true"><svg viewBox="0 0 24 24" class="copyButtonIcon_y97N"><path fill="currentColor" d="M19,21H8V7H19M19,5H8A2,2 0 0,0 6,7V21A2,2 0 0,0 8,23H19A2,2 0 0,0 21,21V7A2,2 0 0,0 19,5M16,1H4A2,2 0 0,0 2,3V17H4V3H16V1Z"></path></svg><svg viewBox="0 0 24 24" class="copyButtonSuccessIcon_LjdS"><path fill="currentColor" d="M21,7L9,19L3.5,13.5L4.91,12.09L9,16.17L19.59,5.59L21,7Z"></path></svg></span></button></div></div></div><h4 class="anchor anchorWithStickyNavbar_LWe7" id="data-sources">Data sources<a href="#data-sources" class="hash-link" aria-label="Direct link to Data sources" title="Direct link to Data sources">​</a></h4><p>Data source definitions can be automatically declared by providing key/value yaml definitions in <code>extraConfigs</code>:</p><div class="language-yaml codeBlockContainer_Ckt0 theme-code-block" style="--prism-color:#393A34;--prism-background-color:#f6f8fa"><div class="codeBlockContent_biex"><pre tabindex="0" class="prism-code language-yaml codeBlock_bY9V thin-scrollbar"><code class="codeBlockLines_e6Vv"><span class="token-line" style="color:#393A34"><span class="token key atrule" style="color:#00a4db">extraConfigs</span><span class="token punctuation" style="color:#393A34">:</span><span class="token plain"></span><br></span><span class="token-line" style="color:#393A34"><span class="token plain">  </span><span class="token key atrule" style="color:#00a4db">import_datasources.yaml</span><span class="token punctuation" style="color:#393A34">:</span><span class="token plain"> </span><span class="token punctuation" style="color:#393A34">|</span><span class="token scalar string" style="color:#e3116c"></span><br></span><span class="token-line" style="color:#393A34"><span class="token scalar string" style="color:#e3116c">    databases:</span><br></span><span class="token-line" style="color:#393A34"><span class="token scalar string" style="color:#e3116c">    - allow_file_upload: true</span><br></span><span class="token-line" style="color:#393A34"><span class="token scalar string" style="color:#e3116c">      allow_ctas: true</span><br></span><span class="token-line" style="color:#393A34"><span class="token scalar string" style="color:#e3116c">      allow_cvas: true</span><br></span><span class="token-line" style="color:#393A34"><span class="token scalar string" style="color:#e3116c">      database_name: example-db</span><br></span><span class="token-line" style="color:#393A34"><span class="token scalar string" style="color:#e3116c">      extra: &quot;{\r\n    \&quot;metadata_params\&quot;: {},\r\n    \&quot;engine_params\&quot;: {},\r\n    \&quot;\</span><br></span><span class="token-line" style="color:#393A34"><span class="token scalar string" style="color:#e3116c">        metadata_cache_timeout\&quot;: {},\r\n    \&quot;schemas_allowed_for_file_upload\&quot;: []\r\n\</span><br></span><span class="token-line" style="color:#393A34"><span class="token scalar string" style="color:#e3116c">        }&quot;</span><br></span><span class="token-line" style="color:#393A34"><span class="token scalar string" style="color:#e3116c">      sqlalchemy_uri: example://example-db.local</span><br></span><span class="token-line" style="color:#393A34"><span class="token scalar string" style="color:#e3116c">      tables: []</span><br></span></code></pre><div class="buttonGroup__atx"><button type="button" aria-label="Copy code to clipboard" title="Copy" class="clean-btn"><span class="copyButtonIcons_eSgA" aria-hidden="true"><svg viewBox="0 0 24 24" class="copyButtonIcon_y97N"><path fill="currentColor" d="M19,21H8V7H19M19,5H8A2,2 0 0,0 6,7V21A2,2 0 0,0 8,23H19A2,2 0 0,0 21,21V7A2,2 0 0,0 19,5M16,1H4A2,2 0 0,0 2,3V17H4V3H16V1Z"></path></svg><svg viewBox="0 0 24 24" class="copyButtonSuccessIcon_LjdS"><path fill="currentColor" d="M21,7L9,19L3.5,13.5L4.91,12.09L9,16.17L19.59,5.59L21,7Z"></path></svg></span></button></div></div></div><p>Those will also be mounted as secrets and can include sensitive parameters.</p><h3 class="anchor anchorWithStickyNavbar_LWe7" id="configuration-examples">Configuration Examples<a href="#configuration-examples" class="hash-link" aria-label="Direct link to Configuration Examples" title="Direct link to Configuration Examples">​</a></h3><h4 class="anchor anchorWithStickyNavbar_LWe7" id="setting-up-oauth">Setting up OAuth<a href="#setting-up-oauth" class="hash-link" aria-label="Direct link to Setting up OAuth" title="Direct link to Setting up OAuth">​</a></h4><div class="theme-admonition theme-admonition-note alert alert--secondary admonition_LlT9"><div class="admonitionHeading_tbUL"><span class="admonitionIcon_kALy"><svg viewBox="0 0 14 16"><path fill-rule="evenodd" d="M6.3 5.69a.942.942 0 0 1-.28-.7c0-.28.09-.52.28-.7.19-.18.42-.28.7-.28.28 0 .52.09.7.28.18.19.28.42.28.7 0 .28-.09.52-.28.7a1 1 0 0 1-.7.3c-.28 0-.52-.11-.7-.3zM8 7.99c-.02-.25-.11-.48-.31-.69-.2-.19-.42-.3-.69-.31H6c-.27.02-.48.13-.69.31-.2.2-.3.44-.31.69h1v3c.02.27.11.5.31.69.2.2.42.31.69.31h1c.27 0 .48-.11.69-.31.2-.19.3-.42.31-.69H8V7.98v.01zM7 2.3c-3.14 0-5.7 2.54-5.7 5.68 0 3.14 2.56 5.7 5.7 5.7s5.7-2.55 5.7-5.7c0-3.15-2.56-5.69-5.7-5.69v.01zM7 .98c3.86 0 7 3.14 7 7s-3.14 7-7 7-7-3.12-7-7 3.14-7 7-7z"></path></svg></span>note</div><div class="admonitionContent_S0QG"><p>OAuth setup requires that the <a href="https://authlib.org/" target="_blank" rel="noopener noreferrer">authlib</a> Python library is installed. This can
 be done using <code>pip</code> by updating the <code>bootstrapScript</code>. See the <a href="#dependencies">Dependencies</a> section
 for more information.</p></div></div><div class="language-yaml codeBlockContainer_Ckt0 theme-code-block" style="--prism-color:#393A34;--prism-background-color:#f6f8fa"><div class="codeBlockContent_biex"><pre tabindex="0" class="prism-code language-yaml codeBlock_bY9V thin-scrollbar"><code class="codeBlockLines_e6Vv"><span class="token-line" style="color:#393A34"><span class="token key atrule" style="color:#00a4db">extraEnv</span><span class="token punctuation" style="color:#393A34">:</span><span class="token plain"></span><br></span><span class="token-line" style="color:#393A34"><span class="token plain">  </span><span class="token key atrule" style="color:#00a4db">AUTH_DOMAIN</span><span class="token punctuation" style="color:#393A34">:</span><span class="token plain"> example.com</span><br></span><span class="token-line" style="color:#393A34"><span class="token plain" style="display:inline-block"></span><br></span><span class="token-line" style="color:#393A34"><span class="token plain"></span><span class="token key atrule" style="color:#00a4db">extraSecretEnv</span><span class="token punctuation" style="color:#393A34">:</span><span class="token plain"></span><br></span><span class="token-line" style="color:#393A34"><span class="token plain">  </span><span class="token key atrule" style="color:#00a4db">GOOGLE_KEY</span><span class="token punctuation" style="color:#393A34">:</span><span class="token plain"> xxxxxxxxxxxx</span><span class="token punctuation" style="color:#393A34">-</span><span class="token plain">xxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxx.apps.googleusercontent.com</span><br></span><span class="token-line" style="color:#393A34"><span class="token plain">  </span><span class="token key atrule" style="color:#00a4db">GOOGLE_SECRET</span><span class="token punctuation" style="color:#393A34">:</span><span class="token plain"> xxxxxxxxxxxxxxxxxxxxxxxx</span><br></span><span class="token-line" style="color:#393A34"><span class="token plain" style="display:inline-block"></span><br></span><span class="token-line" style="color:#393A34"><span class="token plain"></span><span class="token key atrule" style="color:#00a4db">configOverrides</span><span class="token punctuation" style="color:#393A34">:</span><span class="token plain"></span><br></span><span class="token-line" style="color:#393A34"><span class="token plain">  </span><span class="token key atrule" style="color:#00a4db">enable_oauth</span><span class="token punctuation" style="color:#393A34">:</span><span class="token plain"> </span><span class="token punctuation" style="color:#393A34">|</span><span class="token scalar string" style="color:#e3116c"></span><br></span><span class="token-line" style="color:#393A34"><span class="token scalar string" style="color:#e3116c">    # This will make sure the redirect_uri is properly computed, even with SSL offloading</span><br></span><span class="token-line" style="color:#393A34"><span class="token scalar string" style="color:#e3116c">    ENABLE_PROXY_FIX = True</span><span class="token plain"></span><br></span><span class="token-line" style="color:#393A34"><span class="token plain" style="display:inline-block"></span><br></span><span class="token-line" style="color:#393A34"><span class="token plain">    from flask_appbuilder.security.manager import AUTH_OAUTH</span><br></span><span class="token-line" style="color:#393A34"><span class="token plain">    AUTH_TYPE = AUTH_OAUTH</span><br></span><span class="token-line" style="color:#393A34"><span class="token plain">    OAUTH_PROVIDERS = </span><span class="token punctuation" style="color:#393A34">[</span><span class="token plain"></span><br></span><span class="token-line" style="color:#393A34"><span class="token plain">        </span><span class="token punctuation" style="color:#393A34">{</span><span class="token plain"></span><br></span><span class="token-line" style="color:#393A34"><span class="token plain">            </span><span class="token key atrule" style="color:#00a4db">&quot;name&quot;</span><span class="token punctuation" style="color:#393A34">:</span><span class="token plain"> </span><span class="token string" style="color:#e3116c">&quot;google&quot;</span><span class="token punctuation" style="color:#393A34">,</span><span class="token plain"></span><br></span><span class="token-line" style="color:#393A34"><span class="token plain">            </span><span class="token key atrule" style="color:#00a4db">&quot;icon&quot;</span><span class="token punctuation" style="color:#393A34">:</span><span class="token plain"> </span><span class="token string" style="color:#e3116c">&quot;fa-google&quot;</span><span class="token punctuation" style="color:#393A34">,</span><span class="token plain"></span><br></span><span class="token-line" style="color:#393A34"><span class="token plain">            </span><span class="token key atrule" style="color:#00a4db">&quot;token_key&quot;</span><span class="token punctuation" style="color:#393A34">:</span><span class="token plain"> </span><span class="token string" style="color:#e3116c">&quot;access_token&quot;</span><span class="token punctuation" style="color:#393A34">,</span><span class="token plain"></span><br></span><span class="token-line" style="color:#393A34"><span class="token plain">            </span><span class="token key atrule" style="color:#00a4db">&quot;remote_app&quot;</span><span class="token punctuation" style="color:#393A34">:</span><span class="token plain"> </span><span class="token punctuation" style="color:#393A34">{</span><span class="token plain"></span><br></span><span class="token-line" style="color:#393A34"><span class="token plain">                </span><span class="token key atrule" style="color:#00a4db">&quot;client_id&quot;</span><span class="token punctuation" style="color:#393A34">:</span><span class="token plain"> os.getenv(&quot;GOOGLE_KEY&quot;)</span><span class="token punctuation" style="color:#393A34">,</span><span class="token plain"></span><br></span><span class="token-line" style="color:#393A34"><span class="token plain">                </span><span class="token key atrule" style="color:#00a4db">&quot;client_secret&quot;</span><span class="token punctuation" style="color:#393A34">:</span><span class="token plain"> os.getenv(&quot;GOOGLE_SECRET&quot;)</span><span class="token punctuation" style="color:#393A34">,</span><span class="token plain"></span><br></span><span class="token-line" style="color:#393A34"><span class="token plain">                </span><span class="token key atrule" style="color:#00a4db">&quot;api_base_url&quot;</span><span class="token punctuation" style="color:#393A34">:</span><span class="token plain"> </span><span class="token string" style="color:#e3116c">&quot;https://www.googleapis.com/oauth2/v2/&quot;</span><span class="token punctuation" style="color:#393A34">,</span><span class="token plain"></span><br></span><span class="token-line" style="color:#393A34"><span class="token plain">                </span><span class="token key atrule" style="color:#00a4db">&quot;client_kwargs&quot;</span><span class="token punctuation" style="color:#393A34">:</span><span class="token plain"> </span><span class="token punctuation" style="color:#393A34">{</span><span class="token key atrule" style="color:#00a4db">&quot;scope&quot;</span><span class="token punctuation" style="color:#393A34">:</span><span class="token plain"> </span><span class="token string" style="color:#e3116c">&quot;email profile&quot;</span><span class="token punctuation" style="color:#393A34">}</span><span class="token punctuation" style="color:#393A34">,</span><span class="token plain"></span><br></span><span class="token-line" style="color:#393A34"><span class="token plain">                </span><span class="token key atrule" style="color:#00a4db">&quot;request_token_url&quot;</span><span class="token punctuation" style="color:#393A34">:</span><span class="token plain"> None</span><span class="token punctuation" style="color:#393A34">,</span><span class="token plain"></span><br></span><span class="token-line" style="color:#393A34"><span class="token plain">                </span><span class="token key atrule" style="color:#00a4db">&quot;access_token_url&quot;</span><span class="token punctuation" style="color:#393A34">:</span><span class="token plain"> </span><span class="token string" style="color:#e3116c">&quot;https://accounts.google.com/o/oauth2/token&quot;</span><span class="token punctuation" style="color:#393A34">,</span><span class="token plain"></span><br></span><span class="token-line" style="color:#393A34"><span class="token plain">                </span><span class="token key atrule" style="color:#00a4db">&quot;authorize_url&quot;</span><span class="token punctuation" style="color:#393A34">:</span><span class="token plain"> </span><span class="token string" style="color:#e3116c">&quot;https://accounts.google.com/o/oauth2/auth&quot;</span><span class="token punctuation" style="color:#393A34">,</span><span class="token plain"></span><br></span><span class="token-line" style="color:#393A34"><span class="token plain">                </span><span class="token key atrule" style="color:#00a4db">&quot;authorize_params&quot;</span><span class="token punctuation" style="color:#393A34">:</span><span class="token plain"> </span><span class="token punctuation" style="color:#393A34">{</span><span class="token key atrule" style="color:#00a4db">&quot;hd&quot;</span><span class="token punctuation" style="color:#393A34">:</span><span class="token plain"> os.getenv(&quot;AUTH_DOMAIN&quot;</span><span class="token punctuation" style="color:#393A34">,</span><span class="token plain"> &quot;&quot;)</span><span class="token punctuation" style="color:#393A34">}</span><span class="token plain"></span><br></span><span class="token-line" style="color:#393A34"><span class="token plain">            </span><span class="token punctuation" style="color:#393A34">}</span><span class="token punctuation" style="color:#393A34">,</span><span class="token plain"></span><br></span><span class="token-line" style="color:#393A34"><span class="token plain">        </span><span class="token punctuation" style="color:#393A34">}</span><span class="token plain"></span><br></span><span class="token-line" style="color:#393A34"><span class="token plain">    </span><span class="token punctuation" style="color:#393A34">]</span><span class="token plain"></span><br></span><span class="token-line" style="color:#393A34"><span class="token plain" style="display:inline-block"></span><br></span><span class="token-line" style="color:#393A34"><span class="token plain">    </span><span class="token comment" style="color:#999988;font-style:italic"># Map Authlib roles to superset roles</span><span class="token plain"></span><br></span><span class="token-line" style="color:#393A34"><span class="token plain">    AUTH_ROLE_ADMIN = &#x27;Admin&#x27;</span><br></span><span class="token-line" style="color:#393A34"><span class="token plain">    AUTH_ROLE_PUBLIC = &#x27;Public&#x27;</span><br></span><span class="token-line" style="color:#393A34"><span class="token plain" style="display:inline-block"></span><br></span><span class="token-line" style="color:#393A34"><span class="token plain">    </span><span class="token comment" style="color:#999988;font-style:italic"># Will allow user self registration, allowing to create Flask users from Authorized User</span><span class="token plain"></span><br></span><span class="token-line" style="color:#393A34"><span class="token plain">    AUTH_USER_REGISTRATION = True</span><br></span><span class="token-line" style="color:#393A34"><span class="token plain" style="display:inline-block"></span><br></span><span class="token-line" style="color:#393A34"><span class="token plain">    </span><span class="token comment" style="color:#999988;font-style:italic"># The default user self registration role</span><span class="token plain"></span><br></span><span class="token-line" style="color:#393A34"><span class="token plain">    AUTH_USER_REGISTRATION_ROLE = &quot;Admin&quot;</span><br></span></code></pre><div class="buttonGroup__atx"><button type="button" aria-label="Copy code to clipboard" title="Copy" class="clean-btn"><span class="copyButtonIcons_eSgA" aria-hidden="true"><svg viewBox="0 0 24 24" class="copyButtonIcon_y97N"><path fill="currentColor" d="M19,21H8V7H19M19,5H8A2,2 0 0,0 6,7V21A2,2 0 0,0 8,23H19A2,2 0 0,0 21,21V7A2,2 0 0,0 19,5M16,1H4A2,2 0 0,0 2,3V17H4V3H16V1Z"></path></svg><svg viewBox="0 0 24 24" class="copyButtonSuccessIcon_LjdS"><path fill="currentColor" d="M21,7L9,19L3.5,13.5L4.91,12.09L9,16.17L19.59,5.59L21,7Z"></path></svg></span></button></div></div></div><h4 class="anchor anchorWithStickyNavbar_LWe7" id="enable-alerts-and-reports">Enable Alerts and Reports<a href="#enable-alerts-and-reports" class="hash-link" aria-label="Direct link to Enable Alerts and Reports" title="Direct link to Enable Alerts and Reports">​</a></h4><p>For this, as per the <a href="/docs/installation/email-reports">Alerts and Reports doc</a>, you will need to:</p><h5 class="anchor anchorWithStickyNavbar_LWe7" id="install-a-supported-webdriver-in-the-celery-worker">Install a supported webdriver in the Celery worker<a href="#install-a-supported-webdriver-in-the-celery-worker" class="hash-link" aria-label="Direct link to Install a supported webdriver in the Celery worker" title="Direct link to Install a supported webdriver in the Celery worker">​</a></h5><p>This is done either by using a custom image that has the webdriver pre-installed, or installing at startup time by overriding the <code>command</code>. Here&#x27;s a working example for <code>chromedriver</code>:</p><div class="language-yaml codeBlockContainer_Ckt0 theme-code-block" style="--prism-color:#393A34;--prism-background-color:#f6f8fa"><div class="codeBlockContent_biex"><pre tabindex="0" class="prism-code language-yaml codeBlock_bY9V thin-scrollbar"><code class="codeBlockLines_e6Vv"><span class="token-line" style="color:#393A34"><span class="token key atrule" style="color:#00a4db">supersetWorker</span><span class="token punctuation" style="color:#393A34">:</span><span class="token plain"></span><br></span><span class="token-line" style="color:#393A34"><span class="token plain">  </span><span class="token key atrule" style="color:#00a4db">command</span><span class="token punctuation" style="color:#393A34">:</span><span class="token plain"></span><br></span><span class="token-line" style="color:#393A34"><span class="token plain">    </span><span class="token punctuation" style="color:#393A34">-</span><span class="token plain"> /bin/sh</span><br></span><span class="token-line" style="color:#393A34"><span class="token plain">    </span><span class="token punctuation" style="color:#393A34">-</span><span class="token plain"> </span><span class="token punctuation" style="color:#393A34">-</span><span class="token plain">c</span><br></span><span class="token-line" style="color:#393A34"><span class="token plain">    </span><span class="token punctuation" style="color:#393A34">-</span><span class="token plain"> </span><span class="token punctuation" style="color:#393A34">|</span><span class="token scalar string" style="color:#e3116c"></span><br></span><span class="token-line" style="color:#393A34"><span class="token scalar string" style="color:#e3116c">      # Install chrome webdriver</span><br></span><span class="token-line" style="color:#393A34"><span class="token scalar string" style="color:#e3116c">      # See https://github.com/apache/superset/blob/4fa3b6c7185629b87c27fc2c0e5435d458f7b73d/docs/src/pages/docs/installation/email_reports.mdx</span><br></span><span class="token-line" style="color:#393A34"><span class="token scalar string" style="color:#e3116c">      apt-get update</span><br></span><span class="token-line" style="color:#393A34"><span class="token scalar string" style="color:#e3116c">      apt-get install -y wget</span><br></span><span class="token-line" style="color:#393A34"><span class="token scalar string" style="color:#e3116c">      wget https://dl.google.com/linux/direct/google-chrome-stable_current_amd64.deb</span><br></span><span class="token-line" style="color:#393A34"><span class="token scalar string" style="color:#e3116c">      apt-get install -y --no-install-recommends ./google-chrome-stable_current_amd64.deb</span><br></span><span class="token-line" style="color:#393A34"><span class="token scalar string" style="color:#e3116c">      wget https://chromedriver.storage.googleapis.com/88.0.4324.96/chromedriver_linux64.zip</span><br></span><span class="token-line" style="color:#393A34"><span class="token scalar string" style="color:#e3116c">      apt-get install -y zip</span><br></span><span class="token-line" style="color:#393A34"><span class="token scalar string" style="color:#e3116c">      unzip chromedriver_linux64.zip</span><br></span><span class="token-line" style="color:#393A34"><span class="token scalar string" style="color:#e3116c">      chmod +x chromedriver</span><br></span><span class="token-line" style="color:#393A34"><span class="token scalar string" style="color:#e3116c">      mv chromedriver /usr/bin</span><br></span><span class="token-line" style="color:#393A34"><span class="token scalar string" style="color:#e3116c">      apt-get autoremove -yqq --purge</span><br></span><span class="token-line" style="color:#393A34"><span class="token scalar string" style="color:#e3116c">      apt-get clean</span><br></span><span class="token-line" style="color:#393A34"><span class="token scalar string" style="color:#e3116c">      rm -f google-chrome-stable_current_amd64.deb chromedriver_linux64.zip</span><span class="token plain"></span><br></span><span class="token-line" style="color:#393A34"><span class="token plain" style="display:inline-block"></span><br></span><span class="token-line" style="color:#393A34"><span class="token plain">      </span><span class="token comment" style="color:#999988;font-style:italic"># Run</span><span class="token plain"></span><br></span><span class="token-line" style="color:#393A34"><span class="token plain">      . </span><span class="token punctuation" style="color:#393A34">{</span><span class="token punctuation" style="color:#393A34">{</span><span class="token plain"> .Values.configMountPath </span><span class="token punctuation" style="color:#393A34">}</span><span class="token punctuation" style="color:#393A34">}</span><span class="token plain">/superset_bootstrap.sh; celery </span><span class="token punctuation" style="color:#393A34">-</span><span class="token punctuation" style="color:#393A34">-</span><span class="token plain">app=superset.tasks.celery_app</span><span class="token punctuation" style="color:#393A34">:</span><span class="token plain">app worker</span><br></span></code></pre><div class="buttonGroup__atx"><button type="button" aria-label="Copy code to clipboard" title="Copy" class="clean-btn"><span class="copyButtonIcons_eSgA" aria-hidden="true"><svg viewBox="0 0 24 24" class="copyButtonIcon_y97N"><path fill="currentColor" d="M19,21H8V7H19M19,5H8A2,2 0 0,0 6,7V21A2,2 0 0,0 8,23H19A2,2 0 0,0 21,21V7A2,2 0 0,0 19,5M16,1H4A2,2 0 0,0 2,3V17H4V3H16V1Z"></path></svg><svg viewBox="0 0 24 24" class="copyButtonSuccessIcon_LjdS"><path fill="currentColor" d="M21,7L9,19L3.5,13.5L4.91,12.09L9,16.17L19.59,5.59L21,7Z"></path></svg></span></button></div></div></div><h5 class="anchor anchorWithStickyNavbar_LWe7" id="run-the-celery-beat">Run the Celery beat<a href="#run-the-celery-beat" class="hash-link" aria-label="Direct link to Run the Celery beat" title="Direct link to Run the Celery beat">​</a></h5><p>This pod will trigger the scheduled tasks configured in the alerts and reports UI section:</p><div class="language-yaml codeBlockContainer_Ckt0 theme-code-block" style="--prism-color:#393A34;--prism-background-color:#f6f8fa"><div class="codeBlockContent_biex"><pre tabindex="0" class="prism-code language-yaml codeBlock_bY9V thin-scrollbar"><code class="codeBlockLines_e6Vv"><span class="token-line" style="color:#393A34"><span class="token key atrule" style="color:#00a4db">supersetCeleryBeat</span><span class="token punctuation" style="color:#393A34">:</span><span class="token plain"></span><br></span><span class="token-line" style="color:#393A34"><span class="token plain">  </span><span class="token key atrule" style="color:#00a4db">enabled</span><span class="token punctuation" style="color:#393A34">:</span><span class="token plain"> </span><span class="token boolean important" style="color:#36acaa">true</span><br></span></code></pre><div class="buttonGroup__atx"><button type="button" aria-label="Copy code to clipboard" title="Copy" class="clean-btn"><span class="copyButtonIcons_eSgA" aria-hidden="true"><svg viewBox="0 0 24 24" class="copyButtonIcon_y97N"><path fill="currentColor" d="M19,21H8V7H19M19,5H8A2,2 0 0,0 6,7V21A2,2 0 0,0 8,23H19A2,2 0 0,0 21,21V7A2,2 0 0,0 19,5M16,1H4A2,2 0 0,0 2,3V17H4V3H16V1Z"></path></svg><svg viewBox="0 0 24 24" class="copyButtonSuccessIcon_LjdS"><path fill="currentColor" d="M21,7L9,19L3.5,13.5L4.91,12.09L9,16.17L19.59,5.59L21,7Z"></path></svg></span></button></div></div></div><h5 class="anchor anchorWithStickyNavbar_LWe7" id="configure-the-appropriate-celery-jobs-and-smtpslack-settings">Configure the appropriate Celery jobs and SMTP/Slack settings<a href="#configure-the-appropriate-celery-jobs-and-smtpslack-settings" class="hash-link" aria-label="Direct link to Configure the appropriate Celery jobs and SMTP/Slack settings" title="Direct link to Configure the appropriate Celery jobs and SMTP/Slack settings">​</a></h5><div class="language-yaml codeBlockContainer_Ckt0 theme-code-block" style="--prism-color:#393A34;--prism-background-color:#f6f8fa"><div class="codeBlockContent_biex"><pre tabindex="0" class="prism-code language-yaml codeBlock_bY9V thin-scrollbar"><code class="codeBlockLines_e6Vv"><span class="token-line" style="color:#393A34"><span class="token key atrule" style="color:#00a4db">extraEnv</span><span class="token punctuation" style="color:#393A34">:</span><span class="token plain"></span><br></span><span class="token-line" style="color:#393A34"><span class="token plain">  </span><span class="token key atrule" style="color:#00a4db">SMTP_HOST</span><span class="token punctuation" style="color:#393A34">:</span><span class="token plain"> smtp.gmail.com</span><br></span><span class="token-line" style="color:#393A34"><span class="token plain">  </span><span class="token key atrule" style="color:#00a4db">SMTP_USER</span><span class="token punctuation" style="color:#393A34">:</span><span class="token plain"> user@gmail.com</span><br></span><span class="token-line" style="color:#393A34"><span class="token plain">  </span><span class="token key atrule" style="color:#00a4db">SMTP_PORT</span><span class="token punctuation" style="color:#393A34">:</span><span class="token plain"> </span><span class="token string" style="color:#e3116c">&quot;587&quot;</span><span class="token plain"></span><br></span><span class="token-line" style="color:#393A34"><span class="token plain">  </span><span class="token key atrule" style="color:#00a4db">SMTP_MAIL_FROM</span><span class="token punctuation" style="color:#393A34">:</span><span class="token plain"> user@gmail.com</span><br></span><span class="token-line" style="color:#393A34"><span class="token plain" style="display:inline-block"></span><br></span><span class="token-line" style="color:#393A34"><span class="token plain"></span><span class="token key atrule" style="color:#00a4db">extraSecretEnv</span><span class="token punctuation" style="color:#393A34">:</span><span class="token plain"></span><br></span><span class="token-line" style="color:#393A34"><span class="token plain">  </span><span class="token key atrule" style="color:#00a4db">SLACK_API_TOKEN</span><span class="token punctuation" style="color:#393A34">:</span><span class="token plain"> xoxb</span><span class="token punctuation" style="color:#393A34">-</span><span class="token plain">xxxx</span><span class="token punctuation" style="color:#393A34">-</span><span class="token plain">yyyy</span><br></span><span class="token-line" style="color:#393A34"><span class="token plain">  </span><span class="token key atrule" style="color:#00a4db">SMTP_PASSWORD</span><span class="token punctuation" style="color:#393A34">:</span><span class="token plain"> xxxx</span><span class="token punctuation" style="color:#393A34">-</span><span class="token plain">yyyy</span><br></span><span class="token-line" style="color:#393A34"><span class="token plain" style="display:inline-block"></span><br></span><span class="token-line" style="color:#393A34"><span class="token plain"></span><span class="token key atrule" style="color:#00a4db">configOverrides</span><span class="token punctuation" style="color:#393A34">:</span><span class="token plain"></span><br></span><span class="token-line" style="color:#393A34"><span class="token plain">  </span><span class="token key atrule" style="color:#00a4db">feature_flags</span><span class="token punctuation" style="color:#393A34">:</span><span class="token plain"> </span><span class="token punctuation" style="color:#393A34">|</span><span class="token scalar string" style="color:#e3116c"></span><br></span><span class="token-line" style="color:#393A34"><span class="token scalar string" style="color:#e3116c">    import ast</span><span class="token plain"></span><br></span><span class="token-line" style="color:#393A34"><span class="token plain" style="display:inline-block"></span><br></span><span class="token-line" style="color:#393A34"><span class="token plain">    FEATURE_FLAGS = </span><span class="token punctuation" style="color:#393A34">{</span><span class="token plain"></span><br></span><span class="token-line" style="color:#393A34"><span class="token plain">        </span><span class="token key atrule" style="color:#00a4db">&quot;ALERT_REPORTS&quot;</span><span class="token punctuation" style="color:#393A34">:</span><span class="token plain"> </span><span class="token boolean important" style="color:#36acaa">True</span><span class="token plain"></span><br></span><span class="token-line" style="color:#393A34"><span class="token plain">    </span><span class="token punctuation" style="color:#393A34">}</span><span class="token plain"></span><br></span><span class="token-line" style="color:#393A34"><span class="token plain" style="display:inline-block"></span><br></span><span class="token-line" style="color:#393A34"><span class="token plain">    SMTP_HOST = os.getenv(&quot;SMTP_HOST&quot;</span><span class="token punctuation" style="color:#393A34">,</span><span class="token plain">&quot;localhost&quot;)</span><br></span><span class="token-line" style="color:#393A34"><span class="token plain">    SMTP_STARTTLS = ast.literal_eval(os.getenv(&quot;SMTP_STARTTLS&quot;</span><span class="token punctuation" style="color:#393A34">,</span><span class="token plain"> &quot;True&quot;))</span><br></span><span class="token-line" style="color:#393A34"><span class="token plain">    SMTP_SSL = ast.literal_eval(os.getenv(&quot;SMTP_SSL&quot;</span><span class="token punctuation" style="color:#393A34">,</span><span class="token plain"> &quot;False&quot;))</span><br></span><span class="token-line" style="color:#393A34"><span class="token plain">    SMTP_USER = os.getenv(&quot;SMTP_USER&quot;</span><span class="token punctuation" style="color:#393A34">,</span><span class="token plain">&quot;superset&quot;)</span><br></span><span class="token-line" style="color:#393A34"><span class="token plain">    SMTP_PORT = os.getenv(&quot;SMTP_PORT&quot;</span><span class="token punctuation" style="color:#393A34">,</span><span class="token plain">25)</span><br></span><span class="token-line" style="color:#393A34"><span class="token plain">    SMTP_PASSWORD = os.getenv(&quot;SMTP_PASSWORD&quot;</span><span class="token punctuation" style="color:#393A34">,</span><span class="token plain">&quot;superset&quot;)</span><br></span><span class="token-line" style="color:#393A34"><span class="token plain">    SMTP_MAIL_FROM = os.getenv(&quot;SMTP_MAIL_FROM&quot;</span><span class="token punctuation" style="color:#393A34">,</span><span class="token plain">&quot;superset@superset.com&quot;)</span><br></span><span class="token-line" style="color:#393A34"><span class="token plain" style="display:inline-block"></span><br></span><span class="token-line" style="color:#393A34"><span class="token plain">    SLACK_API_TOKEN = os.getenv(&quot;SLACK_API_TOKEN&quot;</span><span class="token punctuation" style="color:#393A34">,</span><span class="token plain">None)</span><br></span><span class="token-line" style="color:#393A34"><span class="token plain">  </span><span class="token key atrule" style="color:#00a4db">celery_conf</span><span class="token punctuation" style="color:#393A34">:</span><span class="token plain"> </span><span class="token punctuation" style="color:#393A34">|</span><span class="token scalar string" style="color:#e3116c"></span><br></span><span class="token-line" style="color:#393A34"><span class="token scalar string" style="color:#e3116c">    from celery.schedules import crontab</span><span class="token plain"></span><br></span><span class="token-line" style="color:#393A34"><span class="token plain" style="display:inline-block"></span><br></span><span class="token-line" style="color:#393A34"><span class="token plain">    </span><span class="token key atrule" style="color:#00a4db">class CeleryConfig</span><span class="token punctuation" style="color:#393A34">:</span><span class="token plain"></span><br></span><span class="token-line" style="color:#393A34"><span class="token plain">      broker_url = f&quot;redis</span><span class="token punctuation" style="color:#393A34">:</span><span class="token plain">//</span><span class="token punctuation" style="color:#393A34">{</span><span class="token plain">env(&#x27;REDIS_HOST&#x27;)</span><span class="token punctuation" style="color:#393A34">}</span><span class="token punctuation" style="color:#393A34">:</span><span class="token punctuation" style="color:#393A34">{</span><span class="token plain">env(&#x27;REDIS_PORT&#x27;)</span><span class="token punctuation" style="color:#393A34">}</span><span class="token plain">/0&quot;</span><br></span><span class="token-line" style="color:#393A34"><span class="token plain">      imports = (</span><br></span><span class="token-line" style="color:#393A34"><span class="token plain">          &quot;superset.sql_lab&quot;</span><span class="token punctuation" style="color:#393A34">,</span><span class="token plain"></span><br></span><span class="token-line" style="color:#393A34"><span class="token plain">          </span><span class="token string" style="color:#e3116c">&quot;superset.tasks.cache&quot;</span><span class="token punctuation" style="color:#393A34">,</span><span class="token plain"></span><br></span><span class="token-line" style="color:#393A34"><span class="token plain">          </span><span class="token string" style="color:#e3116c">&quot;superset.tasks.scheduler&quot;</span><span class="token punctuation" style="color:#393A34">,</span><span class="token plain"></span><br></span><span class="token-line" style="color:#393A34"><span class="token plain">      )</span><br></span><span class="token-line" style="color:#393A34"><span class="token plain">      result_backend = f&quot;redis</span><span class="token punctuation" style="color:#393A34">:</span><span class="token plain">//</span><span class="token punctuation" style="color:#393A34">{</span><span class="token plain">env(&#x27;REDIS_HOST&#x27;)</span><span class="token punctuation" style="color:#393A34">}</span><span class="token punctuation" style="color:#393A34">:</span><span class="token punctuation" style="color:#393A34">{</span><span class="token plain">env(&#x27;REDIS_PORT&#x27;)</span><span class="token punctuation" style="color:#393A34">}</span><span class="token plain">/0&quot;</span><br></span><span class="token-line" style="color:#393A34"><span class="token plain">      task_annotations = </span><span class="token punctuation" style="color:#393A34">{</span><span class="token plain"></span><br></span><span class="token-line" style="color:#393A34"><span class="token plain">          </span><span class="token key atrule" style="color:#00a4db">&quot;sql_lab.get_sql_results&quot;</span><span class="token punctuation" style="color:#393A34">:</span><span class="token plain"> </span><span class="token punctuation" style="color:#393A34">{</span><span class="token plain"></span><br></span><span class="token-line" style="color:#393A34"><span class="token plain">              </span><span class="token key atrule" style="color:#00a4db">&quot;rate_limit&quot;</span><span class="token punctuation" style="color:#393A34">:</span><span class="token plain"> </span><span class="token string" style="color:#e3116c">&quot;100/s&quot;</span><span class="token punctuation" style="color:#393A34">,</span><span class="token plain"></span><br></span><span class="token-line" style="color:#393A34"><span class="token plain">          </span><span class="token punctuation" style="color:#393A34">}</span><span class="token punctuation" style="color:#393A34">,</span><span class="token plain"></span><br></span><span class="token-line" style="color:#393A34"><span class="token plain">      </span><span class="token punctuation" style="color:#393A34">}</span><span class="token plain"></span><br></span><span class="token-line" style="color:#393A34"><span class="token plain">      beat_schedule = </span><span class="token punctuation" style="color:#393A34">{</span><span class="token plain"></span><br></span><span class="token-line" style="color:#393A34"><span class="token plain">          </span><span class="token key atrule" style="color:#00a4db">&quot;reports.scheduler&quot;</span><span class="token punctuation" style="color:#393A34">:</span><span class="token plain"> </span><span class="token punctuation" style="color:#393A34">{</span><span class="token plain"></span><br></span><span class="token-line" style="color:#393A34"><span class="token plain">              </span><span class="token key atrule" style="color:#00a4db">&quot;task&quot;</span><span class="token punctuation" style="color:#393A34">:</span><span class="token plain"> </span><span class="token string" style="color:#e3116c">&quot;reports.scheduler&quot;</span><span class="token punctuation" style="color:#393A34">,</span><span class="token plain"></span><br></span><span class="token-line" style="color:#393A34"><span class="token plain">              </span><span class="token key atrule" style="color:#00a4db">&quot;schedule&quot;</span><span class="token punctuation" style="color:#393A34">:</span><span class="token plain"> crontab(minute=&quot;</span><span class="token important">*&quot;</span><span class="token punctuation" style="color:#393A34">,</span><span class="token plain"> hour=&quot;</span><span class="token important">*&quot;)</span><span class="token punctuation" style="color:#393A34">,</span><span class="token plain"></span><br></span><span class="token-line" style="color:#393A34"><span class="token plain">   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plain"></span><br></span><span class="token-line" style="color:#393A34"><span class="token plain">              </span><span class="token key atrule" style="color:#00a4db">&#x27;schedule&#x27;</span><span class="token punctuation" style="color:#393A34">:</span><span class="token plain"> crontab(minute=0</span><span class="token punctuation" style="color:#393A34">,</span><span class="token plain"> hour=0)</span><span class="token punctuation" style="color:#393A34">,</span><span class="token plain"></span><br></span><span class="token-line" style="color:#393A34"><span class="token plain">          </span><span class="token punctuation" style="color:#393A34">}</span><span class="token punctuation" style="color:#393A34">,</span><span class="token plain"></span><br></span><span class="token-line" style="color:#393A34"><span class="token plain">          </span><span class="token key atrule" style="color:#00a4db">&#x27;cache-warmup-hourly&#x27;</span><span class="token punctuation" style="color:#393A34">:</span><span class="token plain"> </span><span class="token punctuation" style="color:#393A34">{</span><span class="token plain"></span><br></span><span class="token-line" style="color:#393A34"><span class="token plain">              </span><span class="token key atrule" style="color:#00a4db">&quot;task&quot;</span><span class="token punctuation" style="color:#393A34">:</span><span class="token plain"> </span><span class="token string" style="color:#e3116c">&quot;cache-warmup&quot;</span><span class="token punctuation" style="color:#393A34">,</span><span class="token plain"></span><br></span><span class="token-line" style="color:#393A34"><span class="token plain">              </span><span class="token key atrule" style="color:#00a4db">&quot;schedule&quot;</span><span class="token punctuation" style="color:#393A34">:</span><span class="token plain"> crontab(minute=&quot;</span><span class="token important">*/30&quot;</span><span class="token punctuation" style="color:#393A34">,</span><span class="token plain"> hour=&quot;</span><span class="token important">*&quot;)</span><span class="token punctuation" style="color:#393A34">,</span><span class="token plain"></span><br></span><span class="token-line" style="color:#393A34"><span class="token plain">              </span><span class="token key atrule" style="color:#00a4db">&quot;kwargs&quot;</span><span class="token punctuation" style="color:#393A34">:</span><span class="token plain"> </span><span class="token punctuation" style="color:#393A34">{</span><span class="token plain"></span><br></span><span class="token-line" style="color:#393A34"><span class="token plain">                  </span><span class="token key atrule" style="color:#00a4db">&quot;strategy_name&quot;</span><span class="token punctuation" style="color:#393A34">:</span><span class="token plain"> </span><span class="token string" style="color:#e3116c">&quot;top_n_dashboards&quot;</span><span class="token punctuation" style="color:#393A34">,</span><span class="token plain"></span><br></span><span class="token-line" style="color:#393A34"><span class="token plain">                  </span><span class="token key atrule" style="color:#00a4db">&quot;top_n&quot;</span><span class="token punctuation" style="color:#393A34">:</span><span class="token plain"> </span><span class="token number" style="color:#36acaa">10</span><span class="token punctuation" style="color:#393A34">,</span><span class="token plain"></span><br></span><span class="token-line" style="color:#393A34"><span class="token plain">                  </span><span class="token key atrule" style="color:#00a4db">&quot;since&quot;</span><span class="token punctuation" style="color:#393A34">:</span><span class="token plain"> </span><span class="token string" style="color:#e3116c">&quot;7 days ago&quot;</span><span class="token punctuation" style="color:#393A34">,</span><span class="token plain"></span><br></span><span class="token-line" style="color:#393A34"><span class="token plain">              </span><span class="token punctuation" style="color:#393A34">}</span><span class="token punctuation" style="color:#393A34">,</span><span class="token plain"></span><br></span><span class="token-line" style="color:#393A34"><span class="token plain">          </span><span class="token punctuation" style="color:#393A34">}</span><span class="token plain"></span><br></span><span class="token-line" style="color:#393A34"><span class="token plain">      </span><span class="token punctuation" style="color:#393A34">}</span><span class="token plain"></span><br></span><span class="token-line" style="color:#393A34"><span class="token plain" style="display:inline-block"></span><br></span><span class="token-line" style="color:#393A34"><span class="token plain">    CELERY_CONFIG = CeleryConfig</span><br></span><span class="token-line" style="color:#393A34"><span class="token plain">  </span><span class="token key atrule" style="color:#00a4db">reports</span><span class="token punctuation" style="color:#393A34">:</span><span class="token plain"> </span><span class="token punctuation" style="color:#393A34">|</span><span class="token scalar string" style="color:#e3116c"></span><br></span><span class="token-line" style="color:#393A34"><span class="token scalar string" style="color:#e3116c">    EMAIL_PAGE_RENDER_WAIT = 60</span><br></span><span class="token-line" style="color:#393A34"><span class="token scalar string" style="color:#e3116c">    WEBDRIVER_BASEURL = &quot;http://{{ template &quot;superset.fullname&quot; . }}:{{ .Values.service.port }}/&quot;</span><br></span><span class="token-line" style="color:#393A34"><span class="token scalar string" style="color:#e3116c">    WEBDRIVER_BASEURL_USER_FRIENDLY = &quot;https://www.example.com/&quot;</span><br></span><span class="token-line" style="color:#393A34"><span class="token scalar string" style="color:#e3116c">    WEBDRIVER_TYPE= &quot;chrome&quot;</span><br></span><span class="token-line" style="color:#393A34"><span class="token scalar string" style="color:#e3116c">    WEBDRIVER_OPTION_ARGS = [</span><br></span><span class="token-line" style="color:#393A34"><span class="token scalar string" style="color:#e3116c">        &quot;--force-device-scale-factor=2.0&quot;,</span><br></span><span class="token-line" style="color:#393A34"><span class="token scalar string" style="color:#e3116c">        &quot;--high-dpi-support=2.0&quot;,</span><br></span><span class="token-line" style="color:#393A34"><span class="token scalar string" style="color:#e3116c">        &quot;--headless&quot;,</span><br></span><span class="token-line" style="color:#393A34"><span class="token scalar string" style="color:#e3116c">        &quot;--disable-gpu&quot;,</span><br></span><span class="token-line" style="color:#393A34"><span class="token scalar string" style="color:#e3116c">        &quot;--disable-dev-shm-usage&quot;,</span><br></span><span class="token-line" style="color:#393A34"><span class="token scalar string" style="color:#e3116c">        # This is required because our process runs as root (in order to install pip packages)</span><br></span><span class="token-line" style="color:#393A34"><span class="token scalar string" style="color:#e3116c">        &quot;--no-sandbox&quot;,</span><br></span><span class="token-line" style="color:#393A34"><span class="token scalar string" style="color:#e3116c">        &quot;--disable-setuid-sandbox&quot;,</span><br></span><span class="token-line" style="color:#393A34"><span class="token scalar string" style="color:#e3116c">        &quot;--disable-extensions&quot;,</span><br></span><span class="token-line" style="color:#393A34"><span class="token scalar string" style="color:#e3116c">    ]</span><br></span></code></pre><div class="buttonGroup__atx"><button type="button" aria-label="Copy code to clipboard" title="Copy" class="clean-btn"><span class="copyButtonIcons_eSgA" aria-hidden="true"><svg viewBox="0 0 24 24" class="copyButtonIcon_y97N"><path fill="currentColor" d="M19,21H8V7H19M19,5H8A2,2 0 0,0 6,7V21A2,2 0 0,0 8,23H19A2,2 0 0,0 21,21V7A2,2 0 0,0 19,5M16,1H4A2,2 0 0,0 2,3V17H4V3H16V1Z"></path></svg><svg viewBox="0 0 24 24" class="copyButtonSuccessIcon_LjdS"><path fill="currentColor" d="M21,7L9,19L3.5,13.5L4.91,12.09L9,16.17L19.59,5.59L21,7Z"></path></svg></span></button></div></div></div><h4 class="anchor anchorWithStickyNavbar_LWe7" id="load-the-examples-data-and-dashboards">Load the Examples data and dashboards<a href="#load-the-examples-data-and-dashboards" class="hash-link" aria-label="Direct link to Load the Examples data and dashboards" title="Direct link to Load the Examples data and dashboards">​</a></h4><p>If you are trying Superset out and want some data and dashboards to explore, you can load some examples by creating a <code>my_values.yaml</code> and deploying it as described above in the <strong>Configure your setting overrides</strong> step of the <strong>Running</strong> section.
-To load the examples, add the following to the <code>my_values.yaml</code> file:</p><div class="language-yaml codeBlockContainer_Ckt0 theme-code-block" style="--prism-color:#393A34;--prism-background-color:#f6f8fa"><div class="codeBlockContent_biex"><pre tabindex="0" class="prism-code language-yaml codeBlock_bY9V thin-scrollbar"><code class="codeBlockLines_e6Vv"><span class="token-line" style="color:#393A34"><span class="token key atrule" style="color:#00a4db">init</span><span class="token punctuation" style="color:#393A34">:</span><span class="token plain"></span><br></span><span class="token-line" style="color:#393A34"><span class="token plain">  </span><span class="token key atrule" style="color:#00a4db">loadExamples</span><span class="token punctuation" style="color:#393A34">:</span><span class="token plain"> </span><span class="token boolean important" style="color:#36acaa">true</span><br></span></code></pre><div class="buttonGroup__atx"><button type="button" aria-label="Copy code to clipboard" title="Copy" class="clean-btn"><span class="copyButtonIcons_eSgA" aria-hidden="true"><svg viewBox="0 0 24 24" class="copyButtonIcon_y97N"><path fill="currentColor" d="M19,21H8V7H19M19,5H8A2,2 0 0,0 6,7V21A2,2 0 0,0 8,23H19A2,2 0 0,0 21,21V7A2,2 0 0,0 19,5M16,1H4A2,2 0 0,0 2,3V17H4V3H16V1Z"></path></svg><svg viewBox="0 0 24 24" class="copyButtonSuccessIcon_LjdS"><path fill="currentColor" d="M21,7L9,19L3.5,13.5L4.91,12.09L9,16.17L19.59,5.59L21,7Z"></path></svg></span></button></div></div></div></div><footer class="theme-doc-footer docusaurus-mt-lg"><div class="theme-doc-footer-edit-meta-row row"><div class="col"><a href="https://github.com/apache/superset/edit/master/docs/docs/installation/running-on-kubernetes.mdx" target="_blank" rel="noreferrer noopener" class="theme-edit-this-page"><svg fill="currentColor" height="20" width="20" viewBox="0 0 40 40" class="iconEdit_Z9Sw" aria-hidden="true"><g><path d="m34.5 11.7l-3 3.1-6.3-6.3 3.1-3q0.5-0.5 1.2-0.5t1.1 0.5l3.9 3.9q0.5 0.4 0.5 1.1t-0.5 1.2z m-29.5 17.1l18.4-18.5 6.3 6.3-18.4 18.4h-6.3v-6.2z"></path></g></svg>Edit this page</a></div><div class="col lastUpdated_vwxv"></div></div></footer></article><nav class="pagination-nav docusaurus-mt-lg" aria-label="Docs pages"><a class="pagination-nav__link pagination-nav__link--prev" href="/docs/installation/installing-superset-from-scratch"><div class="pagination-nav__sublabel">Previous</div><div class="pagination-nav__label">Installing From Scratch</div></a><a class="pagination-nav__link pagination-nav__link--next" href="/docs/installation/configuring-superset"><div class="pagination-nav__sublabel">Next</div><div class="pagination-nav__label">Configuring Superset</div></a></nav></div></div><div class="col col--3"><div class="tableOfContents_bqdL thin-scrollbar theme-doc-toc-desktop"><ul class="table-of-contents table-of-contents__left-border"><li><a href="#installing-on-kubernetes" class="table-of-contents__link toc-highlight">Installing on Kubernetes</a><ul><li><a href="#prerequisites" class="table-of-contents__link toc-highlight">Prerequisites</a></li><li><a href="#running" class="table-of-contents__link toc-highlight">Running</a></li><li><a href="#important-settings" class="table-of-contents__link toc-highlight">Important settings</a></li><li><a href="#configuration-examples" class="table-of-contents__link toc-highlight">Configuration Examples</a></li></ul></li></ul></div></div></div></div></main></div></div><footer class="footer"><div class="container container-fluid"><div class="footer__bottom text--center"><div class="footer__copyright">
+To load the examples, add the following to the <code>my_values.yaml</code> file:</p><div class="language-yaml codeBlockContainer_Ckt0 theme-code-block" style="--prism-color:#393A34;--prism-background-color:#f6f8fa"><div class="codeBlockContent_biex"><pre tabindex="0" class="prism-code language-yaml codeBlock_bY9V thin-scrollbar"><code class="codeBlockLines_e6Vv"><span class="token-line" style="color:#393A34"><span class="token key atrule" style="color:#00a4db">init</span><span class="token punctuation" style="color:#393A34">:</span><span class="token plain"></span><br></span><span class="token-line" style="color:#393A34"><span class="token plain">  </span><span class="token key atrule" style="color:#00a4db">loadExamples</span><span class="token punctuation" style="color:#393A34">:</span><span class="token plain"> </span><span class="token boolean important" style="color:#36acaa">true</span><br></span></code></pre><div class="buttonGroup__atx"><button type="button" aria-label="Copy code to clipboard" title="Copy" class="clean-btn"><span class="copyButtonIcons_eSgA" aria-hidden="true"><svg viewBox="0 0 24 24" class="copyButtonIcon_y97N"><path fill="currentColor" d="M19,21H8V7H19M19,5H8A2,2 0 0,0 6,7V21A2,2 0 0,0 8,23H19A2,2 0 0,0 21,21V7A2,2 0 0,0 19,5M16,1H4A2,2 0 0,0 2,3V17H4V3H16V1Z"></path></svg><svg viewBox="0 0 24 24" class="copyButtonSuccessIcon_LjdS"><path fill="currentColor" d="M21,7L9,19L3.5,13.5L4.91,12.09L9,16.17L19.59,5.59L21,7Z"></path></svg></span></button></div></div></div></div><footer class="theme-doc-footer docusaurus-mt-lg"><div class="theme-doc-footer-edit-meta-row row"><div class="col"><a href="https://github.com/apache/superset/edit/master/docs/docs/installation/running-on-kubernetes.mdx" target="_blank" rel="noreferrer noopener" class="theme-edit-this-page"><svg fill="currentColor" height="20" width="20" viewBox="0 0 40 40" class="iconEdit_Z9Sw" aria-hidden="true"><g><path d="m34.5 11.7l-3 3.1-6.3-6.3 3.1-3q0.5-0.5 1.2-0.5t1.1 0.5l3.9 3.9q0.5 0.4 0.5 1.1t-0.5 1.2z m-29.5 17.1l18.4-18.5 6.3 6.3-18.4 18.4h-6.3v-6.2z"></path></g></svg>Edit this page</a></div><div class="col lastUpdated_vwxv"></div></div></footer></article><nav class="pagination-nav docusaurus-mt-lg" aria-label="Docs pages"><a class="pagination-nav__link pagination-nav__link--prev" href="/docs/installation/installing-superset-from-pypi"><div class="pagination-nav__sublabel">Previous</div><div class="pagination-nav__label">Installing from PyPI</div></a><a class="pagination-nav__link pagination-nav__link--next" href="/docs/installation/configuring-superset"><div class="pagination-nav__sublabel">Next</div><div class="pagination-nav__label">Configuring Superset</div></a></nav></div></div><div class="col col--3"><div class="tableOfContents_bqdL thin-scrollbar theme-doc-toc-desktop"><ul class="table-of-contents table-of-contents__left-border"><li><a href="#installing-on-kubernetes" class="table-of-contents__link toc-highlight">Installing on Kubernetes</a><ul><li><a href="#prerequisites" class="table-of-contents__link toc-highlight">Prerequisites</a></li><li><a href="#running" class="table-of-contents__link toc-highlight">Running</a></li><li><a href="#important-settings" class="table-of-contents__link toc-highlight">Important settings</a></li><li><a href="#configuration-examples" class="table-of-contents__link toc-highlight">Configuration Examples</a></li></ul></li></ul></div></div></div></div></main></div></div><footer class="footer"><div class="container container-fluid"><div class="footer__bottom text--center"><div class="footer__copyright">
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content="1"></li><li itemscope="" itemprop="itemListElement" itemtype="https://schema.org/ListItem" class="breadcrumbs__item breadcrumbs__item--active"><span class="breadcrumbs__link" itemprop="name">Setup SSH Tunneling</span><meta itemprop="position" content="2"></li></ul></nav><div class="tocCollapsible_ETCw theme-doc-toc-mobile tocMobile_ITEo"><button type="button" class="clean-btn tocCollapsibleButton_TO0P">On this page</button></div><div class="theme-doc-markdown markdown"><h2 class="anchor anchorWithStickyNavbar_LWe7" id="ssh-tunneling">SSH Tunneling<a href="#ssh-tunneling" class="hash-link" aria-label="Direct link to SSH Tunneling" title="Direct link to SSH Tunneling">​</a></h2><ol><li><p>Turn on feature flag</p><ul><li>Change <a href="https://github.com/apache/superset/blob/eb8386e3f0647df6d1bbde8b42073850796cc16f/superset/config.py#L489" target="_blank" rel="noopener noreferrer"><code>SSH_TUNNELING</code></a> to <code>True</code></li><li>If you want to add more security when establishing the tunnel we allow users to overwrite the <code>SSHTunnelManager</code> class <a href="https://github.com/apache/superset/blob/eb8386e3f0647df6d1bbde8b42073850796cc16f/superset/config.py#L507" target="_blank" rel="noopener noreferrer">here</a></li><li>You can also set the <a href="https://github.com/apache/superset/blob/eb8386e3f0647df6d1bbde8b42073850796cc16f/superset/config.py#L508" target="_blank" rel="noopener noreferrer"><code>SSH_TUNNEL_LOCAL_BIND_ADDRESS</code></a> this the host address where the tunnel will be accessible on your VPC</li></ul></li><li><p>Create database w/ ssh tunnel enabled</p><ul><li>With the feature flag enabled you should now see ssh tunnel toggle.</li><li>Click the toggle to enables ssh tunneling and add your credentials accordingly.<ul><li>Superset allows for 2 different type authentication (Basic + Private Key). These credentials should come from your service provider.</li></ul></li></ul></li><li><p>Verify data is flowing</p><ul><li>Once SSH tunneling has been enabled, go to SQL Lab and write a query to verify data is properly flowing.</li></ul></li></ol></div><footer class="theme-doc-footer docusaurus-mt-lg"><div class="theme-doc-footer-edit-meta-row row"><div class="col"><a href="https://github.com/apache/superset/edit/master/docs/docs/installation/setup-ssh-tunneling.mdx" target="_blank" rel="noreferrer noopener" class="theme-edit-this-page"><svg fill="currentColor" height="20" width="20" viewBox="0 0 40 40" class="iconEdit_Z9Sw" aria-hidden="true"><g><path d="m34.5 11.7l-3 3.1-6.3-6.3 3.1-3q0.5-0.5 1.2-0.5t1.1 0.5l3.9 3.9q0.5 0.4 0.5 1.1t-0.5 1.2z m-29.5 17.1l18.4-18.5 6.3 6.3-18.4 18.4h-6.3v-6.2z"></path></g></svg>Edit this page</a></div><div class="col lastUpdated_vwxv"></div></div></footer></article><nav class="pagination-nav docusaurus-mt-lg" aria-label="Docs pages"><a class="pagination-nav__link pagination-nav__link--prev" href="/docs/installation/sql-templating"><div class="pagination-nav__sublabel">Previous</div><div class="pagination-nav__label">SQL Templating</div></a><a class="pagination-nav__link pagination-nav__link--next" href="/docs/installation/docker"><div class="pagination-nav__sublabel">Next</div><div class="pagination-nav__label">Docker Images and Tags</div></a></nav></div></div><div class="col col--3"><div class="tableOfContents_bqdL thin-scrollbar theme-doc-toc-desktop"><ul class="table-of-contents table-of-contents__left-border"><li><a href="#ssh-tunneling" class="table-of-contents__link toc-highlight">SSH Tunneling</a></li></ul></div></div></div></div></main></div></div><footer class="footer"><div class="container container-fluid"><div class="footer__bottom text--center"><div class="footer__copyright">
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rgba(0,0,0,0.3);scale:1;}</style><a href="https://github.com/apache/superset/edit/master/docs/docs/installation/setup-ssh-tunneling.mdx" target="_blank" rel="noopener noreferrer" class="css-dhwkje">Edit this page on GitHub</a><div class="row"><div class="col docItemCol_VOVn"><div class="docItemContainer_Djhp"><article><nav class="theme-doc-breadcrumbs breadcrumbsContainer_Z_bl" aria-label="Breadcrumbs"><ul class="breadcrumbs" itemscope="" itemtype="https://schema.org/BreadcrumbList"><li class="breadcrumbs__item"><a aria-label="Home page" class="breadcrumbs__link" href="/"><svg viewBox="0 0 24 24" class="breadcrumbHomeIcon_YNFT"><path d="M10 19v-5h4v5c0 .55.45 1 1 1h3c.55 0 1-.45 1-1v-7h1.7c.46 0 .68-.57.33-.87L12.67 3.6c-.38-.34-.96-.34-1.34 0l-8.36 7.53c-.34.3-.13.87.33.87H5v7c0 .55.45 1 1 1h3c.55 0 1-.45 1-1z" fill="currentColor"></path></svg></a></li><li class="breadcrumbs__item"><span class="breadcrumbs__link">Installation and Configuration</span><meta itemprop="position" content="1"></li><li itemscope="" itemprop="itemListElement" itemtype="https://schema.org/ListItem" class="breadcrumbs__item breadcrumbs__item--active"><span class="breadcrumbs__link" itemprop="name">Setup SSH Tunneling</span><meta itemprop="position" content="2"></li></ul></nav><div class="tocCollapsible_ETCw theme-doc-toc-mobile tocMobile_ITEo"><button type="button" class="clean-btn tocCollapsibleButton_TO0P">On this page</button></div><div class="theme-doc-markdown markdown"><h2 class="anchor anchorWithStickyNavbar_LWe7" id="ssh-tunneling">SSH Tunneling<a href="#ssh-tunneling" class="hash-link" aria-label="Direct link to SSH Tunneling" title="Direct link to SSH Tunneling">​</a></h2><ol><li><p>Turn on feature flag</p><ul><li>Change <a href="https://github.com/apache/superset/blob/eb8386e3f0647df6d1bbde8b42073850796cc16f/superset/config.py#L489" target="_blank" rel="noopener noreferrer"><code>SSH_TUNNELING</code></a> to <code>True</code></li><li>If you want to add more security when establishing the tunnel we allow users to overwrite the <code>SSHTunnelManager</code> class <a href="https://github.com/apache/superset/blob/eb8386e3f0647df6d1bbde8b42073850796cc16f/superset/config.py#L507" target="_blank" rel="noopener noreferrer">here</a></li><li>You can also set the <a href="https://github.com/apache/superset/blob/eb8386e3f0647df6d1bbde8b42073850796cc16f/superset/config.py#L508" target="_blank" rel="noopener noreferrer"><code>SSH_TUNNEL_LOCAL_BIND_ADDRESS</code></a> this the host address where the tunnel will be accessible on your VPC</li></ul></li><li><p>Create database w/ ssh tunnel enabled</p><ul><li>With the feature flag enabled you should now see ssh tunnel toggle.</li><li>Click the toggle to enables ssh tunneling and add your credentials accordingly.<ul><li>Superset allows for 2 different type authentication (Basic + Private Key). These credentials should come from your service provider.</li></ul></li></ul></li><li><p>Verify data is flowing</p><ul><li>Once SSH tunneling has been enabled, go to SQL Lab and write a query to verify data is properly flowing.</li></ul></li></ol></div><footer class="theme-doc-footer docusaurus-mt-lg"><div class="theme-doc-footer-edit-meta-row row"><div class="col"><a href="https://github.com/apache/superset/edit/master/docs/docs/installation/setup-ssh-tunneling.mdx" target="_blank" rel="noreferrer noopener" class="theme-edit-this-page"><svg fill="currentColor" height="20" width="20" viewBox="0 0 40 40" class="iconEdit_Z9Sw" aria-hidden="true"><g><path d="m34.5 11.7l-3 3.1-6.3-6.3 3.1-3q0.5-0.5 1.2-0.5t1.1 0.5l3.9 3.9q0.5 0.4 0.5 1.1t-0.5 1.2z m-29.5 17.1l18.4-18.5 6.3 6.3-18.4 18.4h-6.3v-6.2z"></path></g></svg>Edit this page</a></div><div class="col lastUpdated_vwxv"></div></div></footer></article><nav class="pagination-nav docusaurus-mt-lg" aria-label="Docs pages"><a class="pagination-nav__link pagination-nav__link--prev" href="/docs/installation/sql-templating"><div class="pagination-nav__sublabel">Previous</div><div class="pagination-nav__label">SQL Templating</div></a><a class="pagination-nav__link pagination-nav__link--next" href="/docs/installation/docker"><div class="pagination-nav__sublabel">Next</div><div class="pagination-nav__label">Docker Images and Tags</div></a></nav></div></div><div class="col col--3"><div class="tableOfContents_bqdL thin-scrollbar theme-doc-toc-desktop"><ul class="table-of-contents table-of-contents__left-border"><li><a href="#ssh-tunneling" class="table-of-contents__link toc-highlight">SSH Tunneling</a></li></ul></div></div></div></div></main></div></div><footer class="footer"><div class="container container-fluid"><div class="footer__bottom text--center"><div class="footer__copyright">
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content="1"></li><li itemscope="" itemprop="itemListElement" itemtype="https://schema.org/ListItem" class="breadcrumbs__item breadcrumbs__item--active"><span class="breadcrumbs__link" itemprop="name">Upgrading Superset</span><meta itemprop="position" content="2"></li></ul></nav><div class="tocCollapsible_ETCw theme-doc-toc-mobile tocMobile_ITEo"><button type="button" class="clean-btn tocCollapsibleButton_TO0P">On this page</button></div><div class="theme-doc-markdown markdown"><h2 class="anchor anchorWithStickyNavbar_LWe7" id="upgrading-superset">Upgrading Superset<a href="#upgrading-superset" class="hash-link" aria-label="Direct link to Upgrading Superset" title="Direct link to Upgrading Superset">​</a></h2><h3 class="anchor anchorWithStickyNavbar_LWe7" id="docker-compose">Docker Compose<a href="#docker-compose" class="hash-link" aria-label="Direct link to Docker Compose" title="Direct link to Docker Compose">​</a></h3><p>First make sure to wind down the running containers in Docker Compose:</p><div class="language-bash codeBlockContainer_Ckt0 theme-code-block" style="--prism-color:#393A34;--prism-background-color:#f6f8fa"><div class="codeBlockContent_biex"><pre tabindex="0" class="prism-code language-bash codeBlock_bY9V thin-scrollbar"><code class="codeBlockLines_e6Vv"><span class="token-line" style="color:#393A34"><span class="token function" style="color:#d73a49">docker</span><span class="token plain"> compose down</span><br></span></code></pre><div class="buttonGroup__atx"><button type="button" aria-label="Copy code to clipboard" title="Copy" class="clean-btn"><span class="copyButtonIcons_eSgA" aria-hidden="true"><svg viewBox="0 0 24 24" class="copyButtonIcon_y97N"><path fill="currentColor" d="M19,21H8V7H19M19,5H8A2,2 0 0,0 6,7V21A2,2 0 0,0 8,23H19A2,2 0 0,0 21,21V7A2,2 0 0,0 19,5M16,1H4A2,2 0 0,0 2,3V17H4V3H16V1Z"></path></svg><svg viewBox="0 0 24 24" class="copyButtonSuccessIcon_LjdS"><path fill="currentColor" d="M21,7L9,19L3.5,13.5L4.91,12.09L9,16.17L19.59,5.59L21,7Z"></path></svg></span></button></div></div></div><p>Then, update the folder that mirrors the <code>superset</code> repo through git:</p><div class="language-bash codeBlockContainer_Ckt0 theme-code-block" style="--prism-color:#393A34;--prism-background-color:#f6f8fa"><div class="codeBlockContent_biex"><pre tabindex="0" class="prism-code language-bash codeBlock_bY9V thin-scrollbar"><code class="codeBlockLines_e6Vv"><span class="token-line" style="color:#393A34"><span class="token builtin class-name">cd</span><span class="token plain"> superset/</span><br></span><span class="token-line" style="color:#393A34"><span class="token plain"></span><span class="token function" style="color:#d73a49">git</span><span class="token plain"> pull origin master</span><br></span></code></pre><div class="buttonGroup__atx"><button type="button" aria-label="Copy code to clipboard" title="Copy" class="clean-btn"><span class="copyButtonIcons_eSgA" aria-hidden="true"><svg viewBox="0 0 24 24" class="copyButtonIcon_y97N"><path fill="currentColor" d="M19,21H8V7H19M19,5H8A2,2 0 0,0 6,7V21A2,2 0 0,0 8,23H19A2,2 0 0,0 21,21V7A2,2 0 0,0 19,5M16,1H4A2,2 0 0,0 2,3V17H4V3H16V1Z"></path></svg><svg viewBox="0 0 24 24" class="copyButtonSuccessIcon_LjdS"><path fill="currentColor" d="M21,7L9,19L3.5,13.5L4.91,12.09L9,16.17L19.59,5.59L21,7Z"></path></svg></span></button></div></div></div><p>Then, restart the containers and any changed Docker images will be automatically pulled down:</p><div class="language-bash codeBlockContainer_Ckt0 theme-code-block" style="--prism-color:#393A34;--prism-background-color:#f6f8fa"><div class="codeBlockContent_biex"><pre tabindex="0" class="prism-code language-bash codeBlock_bY9V thin-scrollbar"><code class="codeBlockLines_e6Vv"><span class="token-line" style="color:#393A34"><span class="token function" style="color:#d73a49">docker</span><span class="token plain"> compose up</span><br></span></code></pre><div class="buttonGroup__atx"><button type="button" aria-label="Copy code to clipboard" title="Copy" class="clean-btn"><span class="copyButtonIcons_eSgA" aria-hidden="true"><svg viewBox="0 0 24 24" class="copyButtonIcon_y97N"><path fill="currentColor" d="M19,21H8V7H19M19,5H8A2,2 0 0,0 6,7V21A2,2 0 0,0 8,23H19A2,2 0 0,0 21,21V7A2,2 0 0,0 19,5M16,1H4A2,2 0 0,0 2,3V17H4V3H16V1Z"></path></svg><svg viewBox="0 0 24 24" class="copyButtonSuccessIcon_LjdS"><path fill="currentColor" d="M21,7L9,19L3.5,13.5L4.91,12.09L9,16.17L19.59,5.59L21,7Z"></path></svg></span></button></div></div></div><h3 class="anchor anchorWithStickyNavbar_LWe7" id="updating-superset-manually">Updating Superset Manually<a href="#updating-superset-manually" class="hash-link" aria-label="Direct link to Updating Superset Manually" title="Direct link to Updating Superset Manually">​</a></h3><p>To upgrade superset in a native installation, run the following commands:</p><div class="language-bash codeBlockContainer_Ckt0 theme-code-block" style="--prism-color:#393A34;--prism-background-color:#f6f8fa"><div class="codeBlockContent_biex"><pre tabindex="0" class="prism-code language-bash codeBlock_bY9V thin-scrollbar"><code class="codeBlockLines_e6Vv"><span class="token-line" style="color:#393A34"><span class="token plain">pip </span><span class="token function" style="color:#d73a49">install</span><span class="token plain"> apache-superset --upgrade</span><br></span><span class="token-line" style="color:#393A34"><span class="token plain">superset db upgrade</span><br></span><span class="token-line" style="color:#393A34"><span class="token plain">superset init</span><br></span></code></pre><div class="buttonGroup__atx"><button type="button" aria-label="Copy code to clipboard" title="Copy" class="clean-btn"><span class="copyButtonIcons_eSgA" aria-hidden="true"><svg viewBox="0 0 24 24" class="copyButtonIcon_y97N"><path fill="currentColor" d="M19,21H8V7H19M19,5H8A2,2 0 0,0 6,7V21A2,2 0 0,0 8,23H19A2,2 0 0,0 21,21V7A2,2 0 0,0 19,5M16,1H4A2,2 0 0,0 2,3V17H4V3H16V1Z"></path></svg><svg viewBox="0 0 24 24" class="copyButtonSuccessIcon_LjdS"><path fill="currentColor" d="M21,7L9,19L3.5,13.5L4.91,12.09L9,16.17L19.59,5.59L21,7Z"></path></svg></span></button></div></div></div><p>While upgrading superset should not delete your charts and dashboards, we recommend following best
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rgba(0,0,0,0.3);scale:1;}</style><a href="https://github.com/apache/superset/edit/master/docs/docs/installation/upgrading-superset.mdx" target="_blank" rel="noopener noreferrer" class="css-dhwkje">Edit this page on GitHub</a><div class="row"><div class="col docItemCol_VOVn"><div class="docItemContainer_Djhp"><article><nav class="theme-doc-breadcrumbs breadcrumbsContainer_Z_bl" aria-label="Breadcrumbs"><ul class="breadcrumbs" itemscope="" itemtype="https://schema.org/BreadcrumbList"><li class="breadcrumbs__item"><a aria-label="Home page" class="breadcrumbs__link" href="/"><svg viewBox="0 0 24 24" class="breadcrumbHomeIcon_YNFT"><path d="M10 19v-5h4v5c0 .55.45 1 1 1h3c.55 0 1-.45 1-1v-7h1.7c.46 0 .68-.57.33-.87L12.67 3.6c-.38-.34-.96-.34-1.34 0l-8.36 7.53c-.34.3-.13.87.33.87H5v7c0 .55.45 1 1 1h3c.55 0 1-.45 1-1z" fill="currentColor"></path></svg></a></li><li class="breadcrumbs__item"><span class="breadcrumbs__link">Installation and Configuration</span><meta itemprop="position" content="1"></li><li itemscope="" itemprop="itemListElement" itemtype="https://schema.org/ListItem" class="breadcrumbs__item breadcrumbs__item--active"><span class="breadcrumbs__link" itemprop="name">Upgrading Superset</span><meta itemprop="position" content="2"></li></ul></nav><div class="tocCollapsible_ETCw theme-doc-toc-mobile tocMobile_ITEo"><button type="button" class="clean-btn tocCollapsibleButton_TO0P">On this page</button></div><div class="theme-doc-markdown markdown"><h2 class="anchor anchorWithStickyNavbar_LWe7" id="upgrading-superset">Upgrading Superset<a href="#upgrading-superset" class="hash-link" aria-label="Direct link to Upgrading Superset" title="Direct link to Upgrading Superset">​</a></h2><h3 class="anchor anchorWithStickyNavbar_LWe7" id="docker-compose">Docker Compose<a href="#docker-compose" class="hash-link" aria-label="Direct link to Docker Compose" title="Direct link to Docker Compose">​</a></h3><p>First make sure to wind down the running containers in Docker Compose:</p><div class="language-bash codeBlockContainer_Ckt0 theme-code-block" style="--prism-color:#393A34;--prism-background-color:#f6f8fa"><div class="codeBlockContent_biex"><pre tabindex="0" class="prism-code language-bash codeBlock_bY9V thin-scrollbar"><code class="codeBlockLines_e6Vv"><span class="token-line" style="color:#393A34"><span class="token function" style="color:#d73a49">docker</span><span class="token plain"> compose down</span><br></span></code></pre><div class="buttonGroup__atx"><button type="button" aria-label="Copy code to clipboard" title="Copy" class="clean-btn"><span class="copyButtonIcons_eSgA" aria-hidden="true"><svg viewBox="0 0 24 24" class="copyButtonIcon_y97N"><path fill="currentColor" d="M19,21H8V7H19M19,5H8A2,2 0 0,0 6,7V21A2,2 0 0,0 8,23H19A2,2 0 0,0 21,21V7A2,2 0 0,0 19,5M16,1H4A2,2 0 0,0 2,3V17H4V3H16V1Z"></path></svg><svg viewBox="0 0 24 24" class="copyButtonSuccessIcon_LjdS"><path fill="currentColor" d="M21,7L9,19L3.5,13.5L4.91,12.09L9,16.17L19.59,5.59L21,7Z"></path></svg></span></button></div></div></div><p>Then, update the folder that mirrors the <code>superset</code> repo through git:</p><div class="language-bash codeBlockContainer_Ckt0 theme-code-block" style="--prism-color:#393A34;--prism-background-color:#f6f8fa"><div class="codeBlockContent_biex"><pre tabindex="0" class="prism-code language-bash codeBlock_bY9V thin-scrollbar"><code class="codeBlockLines_e6Vv"><span class="token-line" style="color:#393A34"><span class="token builtin class-name">cd</span><span class="token plain"> superset/</span><br></span><span class="token-line" style="color:#393A34"><span class="token plain"></span><span class="token function" style="color:#d73a49">git</span><span class="token plain"> pull origin master</span><br></span></code></pre><div class="buttonGroup__atx"><button type="button" aria-label="Copy code to clipboard" title="Copy" class="clean-btn"><span class="copyButtonIcons_eSgA" aria-hidden="true"><svg viewBox="0 0 24 24" class="copyButtonIcon_y97N"><path fill="currentColor" d="M19,21H8V7H19M19,5H8A2,2 0 0,0 6,7V21A2,2 0 0,0 8,23H19A2,2 0 0,0 21,21V7A2,2 0 0,0 19,5M16,1H4A2,2 0 0,0 2,3V17H4V3H16V1Z"></path></svg><svg viewBox="0 0 24 24" class="copyButtonSuccessIcon_LjdS"><path fill="currentColor" d="M21,7L9,19L3.5,13.5L4.91,12.09L9,16.17L19.59,5.59L21,7Z"></path></svg></span></button></div></div></div><p>Then, restart the containers and any changed Docker images will be automatically pulled down:</p><div class="language-bash codeBlockContainer_Ckt0 theme-code-block" style="--prism-color:#393A34;--prism-background-color:#f6f8fa"><div class="codeBlockContent_biex"><pre tabindex="0" class="prism-code language-bash codeBlock_bY9V thin-scrollbar"><code class="codeBlockLines_e6Vv"><span class="token-line" style="color:#393A34"><span class="token function" style="color:#d73a49">docker</span><span class="token plain"> compose up</span><br></span></code></pre><div class="buttonGroup__atx"><button type="button" aria-label="Copy code to clipboard" title="Copy" class="clean-btn"><span class="copyButtonIcons_eSgA" aria-hidden="true"><svg viewBox="0 0 24 24" class="copyButtonIcon_y97N"><path fill="currentColor" d="M19,21H8V7H19M19,5H8A2,2 0 0,0 6,7V21A2,2 0 0,0 8,23H19A2,2 0 0,0 21,21V7A2,2 0 0,0 19,5M16,1H4A2,2 0 0,0 2,3V17H4V3H16V1Z"></path></svg><svg viewBox="0 0 24 24" class="copyButtonSuccessIcon_LjdS"><path fill="currentColor" d="M21,7L9,19L3.5,13.5L4.91,12.09L9,16.17L19.59,5.59L21,7Z"></path></svg></span></button></div></div></div><h3 class="anchor anchorWithStickyNavbar_LWe7" id="updating-superset-manually">Updating Superset Manually<a href="#updating-superset-manually" class="hash-link" aria-label="Direct link to Updating Superset Manually" title="Direct link to Updating Superset Manually">​</a></h3><p>To upgrade superset in a native installation, run the following commands:</p><div class="language-bash codeBlockContainer_Ckt0 theme-code-block" style="--prism-color:#393A34;--prism-background-color:#f6f8fa"><div class="codeBlockContent_biex"><pre tabindex="0" class="prism-code language-bash codeBlock_bY9V thin-scrollbar"><code class="codeBlockLines_e6Vv"><span class="token-line" style="color:#393A34"><span class="token plain">pip </span><span class="token function" style="color:#d73a49">install</span><span class="token plain"> apache-superset --upgrade</span><br></span><span class="token-line" style="color:#393A34"><span class="token plain">superset db upgrade</span><br></span><span class="token-line" style="color:#393A34"><span class="token plain">superset init</span><br></span></code></pre><div class="buttonGroup__atx"><button type="button" aria-label="Copy code to clipboard" title="Copy" class="clean-btn"><span class="copyButtonIcons_eSgA" aria-hidden="true"><svg viewBox="0 0 24 24" class="copyButtonIcon_y97N"><path fill="currentColor" d="M19,21H8V7H19M19,5H8A2,2 0 0,0 6,7V21A2,2 0 0,0 8,23H19A2,2 0 0,0 21,21V7A2,2 0 0,0 19,5M16,1H4A2,2 0 0,0 2,3V17H4V3H16V1Z"></path></svg><svg viewBox="0 0 24 24" class="copyButtonSuccessIcon_LjdS"><path fill="currentColor" d="M21,7L9,19L3.5,13.5L4.91,12.09L9,16.17L19.59,5.59L21,7Z"></path></svg></span></button></div></div></div><p>While upgrading superset should not delete your charts and dashboards, we recommend following best
 practices and to backup your metadata database before upgrading. Before upgrading production, we
 recommend upgrading in a staging environment and upgrading production finally during off-peak usage.</p></div><footer class="theme-doc-footer docusaurus-mt-lg"><div class="theme-doc-footer-edit-meta-row row"><div class="col"><a href="https://github.com/apache/superset/edit/master/docs/docs/installation/upgrading-superset.mdx" target="_blank" rel="noreferrer noopener" class="theme-edit-this-page"><svg fill="currentColor" height="20" width="20" viewBox="0 0 40 40" class="iconEdit_Z9Sw" aria-hidden="true"><g><path d="m34.5 11.7l-3 3.1-6.3-6.3 3.1-3q0.5-0.5 1.2-0.5t1.1 0.5l3.9 3.9q0.5 0.4 0.5 1.1t-0.5 1.2z m-29.5 17.1l18.4-18.5 6.3 6.3-18.4 18.4h-6.3v-6.2z"></path></g></svg>Edit this page</a></div><div class="col lastUpdated_vwxv"></div></div></footer></article><nav class="pagination-nav docusaurus-mt-lg" aria-label="Docs pages"><a class="pagination-nav__link pagination-nav__link--prev" href="/docs/installation/event-logging"><div class="pagination-nav__sublabel">Previous</div><div class="pagination-nav__label">Event Logging</div></a><a class="pagination-nav__link pagination-nav__link--next" href="/docs/installation/async-queries-celery"><div class="pagination-nav__sublabel">Next</div><div class="pagination-nav__label">Async Queries via Celery</div></a></nav></div></div><div class="col col--3"><div class="tableOfContents_bqdL thin-scrollbar theme-doc-toc-desktop"><ul class="table-of-contents table-of-contents__left-border"><li><a href="#upgrading-superset" class="table-of-contents__link toc-highlight">Upgrading Superset</a><ul><li><a href="#docker-compose" class="table-of-contents__link toc-highlight">Docker Compose</a></li><li><a href="#updating-superset-manually" class="table-of-contents__link toc-highlight">Updating Superset Manually</a></li></ul></li></ul></div></div></div></div></main></div></div><footer class="footer"><div class="container container-fluid"><div class="footer__bottom text--center"><div class="footer__copyright">
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class="theme-doc-sidebar-item-category theme-doc-sidebar-item-category-level-1 menu__list-item menu__list-item--collapsed"><div class="menu__list-item-collapsible"><a class="menu__link menu__link--sublist" aria-expanded="false" href="/docs/security/">Security</a><button aria-label="Toggle the collapsible sidebar category &#x27;Security&#x27;" type="button" class="clean-btn menu__caret"></button></div></li><li class="theme-doc-sidebar-item-link theme-doc-sidebar-item-link-level-1 menu__list-item"><a class="menu__link" href="/docs/api">API</a></li></ul></nav></div></div></aside><main class="docMainContainer_gTbr"><div class="container padding-top--md padding-bottom--lg"><style data-emotion-css="dhwkje">.css-dhwkje{position:fixed;bottom:20px;right:20px;padding:1rem;padding-left:4rem;background-color:#444;border-radius:10px;z-index:9999;background-image:url('/img/github-dark.png');background-size:2rem;background-position:1rem center;background-repeat:no-repeat;-webkit-transition:background-color 0.3s;transition:background-color 0.3s;bpx-shadow:0 0 0 0 rgba(0,0,0,0);scale:.9;-webkit-transition:all 0.3s;transition:all 0.3s;}.css-dhwkje:hover{background-color:#333;box-shadow:5px 5px 10px 0 rgba(0,0,0,0.3);scale:1;}</style><a href="https://github.com/apache/superset/edit/master/docs/docs/intro.mdx" target="_blank" rel="noopener noreferrer" class="css-dhwkje">Edit this page on GitHub</a><div class="row"><div class="col docItemCol_VOVn"><div class="docItemContainer_Djhp"><article><nav class="theme-doc-breadcrumbs breadcrumbsContainer_Z_bl" aria-label="Breadcrumbs"><ul class="breadcrumbs" itemscope="" itemtype="https://schema.org/BreadcrumbList"><li class="breadcrumbs__item"><a aria-label="Home page" class="breadcrumbs__link" href="/"><svg viewBox="0 0 24 24" class="breadcrumbHomeIcon_YNFT"><path d="M10 19v-5h4v5c0 .55.45 1 1 1h3c.55 0 1-.45 1-1v-7h1.7c.46 0 .68-.57.33-.87L12.67 3.6c-.38-.34-.96-.34-1.34 0l-8.36 7.53c-.34.3-.13.87.33.87H5v7c0 .55.45 1 1 1h3c.55 0 1-.45 1-1z" fill="currentColor"></path></svg></a></li><li itemscope="" itemprop="itemListElement" itemtype="https://schema.org/ListItem" class="breadcrumbs__item breadcrumbs__item--active"><span class="breadcrumbs__link" itemprop="name">Introduction</span><meta itemprop="position" content="1"></li></ul></nav><div class="tocCollapsible_ETCw theme-doc-toc-mobile tocMobile_ITEo"><button type="button" class="clean-btn tocCollapsibleButton_TO0P">On this page</button></div><div class="theme-doc-markdown markdown"><h2 class="anchor anchorWithStickyNavbar_LWe7" id="what-is-apache-superset">What is Apache Superset?<a href="#what-is-apache-superset" class="hash-link" aria-label="Direct link to What is Apache Superset?" title="Direct link to What is Apache Superset?">​</a></h2><p>Apache Superset is a modern, enterprise-ready business intelligence web application. It
 is fast, lightweight, intuitive, and loaded with options that make it easy for users of all skill
 sets to explore and visualize their data, from simple pie charts to highly detailed deck.gl
-geospatial charts.</p><p>Here are a <strong>few different ways you can get started with Superset</strong>:</p><ul><li>Install Superset <a href="/docs/installation/installing-superset-from-scratch/">from scratch</a></li><li>Deploy Superset locally with one command
-<a href="/docs/installation/installing-superset-using-docker-compose">using Docker Compose</a></li><li>Deploy Superset <a href="/docs/installation/running-on-kubernetes">with Kubernetes</a></li><li>Run a <a href="https://hub.docker.com/r/apache/superset" target="_blank" rel="noopener noreferrer">Docker image</a> from Dockerhub</li><li>Download Superset <a href="https://pypi.org/project/apache-superset/" target="_blank" rel="noopener noreferrer">from Pypi here</a></li><li>Install the latest version of Superset
-<a href="https://github.com/apache/superset/tree/latest" target="_blank" rel="noopener noreferrer">from GitHub</a></li><li>Download the <a href="https://dist.apache.org/repos/dist/release/superset/" target="_blank" rel="noopener noreferrer">source from Apache Foundation&#x27;s website</a></li></ul><h4 class="anchor anchorWithStickyNavbar_LWe7" id="video-overview">Video Overview<a href="#video-overview" class="hash-link" aria-label="Direct link to Video Overview" title="Direct link to Video Overview">​</a></h4><p><a href="https://user-images.githubusercontent.com/64562059/234390129-321d4f35-cb4b-45e8-89d9-20ae292f34fc.mp4" target="_blank" rel="noopener noreferrer">https://user-images.githubusercontent.com/64562059/234390129-321d4f35-cb4b-45e8-89d9-20ae292f34fc.mp4</a></p><h4 class="anchor anchorWithStickyNavbar_LWe7" id="features">Features<a href="#features" class="hash-link" aria-label="Direct link to Features" title="Direct link to Features">​</a></h4><p>Superset provides:</p><ul><li>An intuitive interface for visualizing datasets and crafting interactive dashboards</li><li>A wide array of beautiful visualizations to showcase your data</li><li>Code-free visualization builder to extract and present datasets</li><li>A world-class SQL IDE for preparing data for visualization, including a rich metadata browser</li><li>A lightweight semantic layer which empowers data analysts to quickly define custom dimensions and metrics</li><li>Out-of-the-box support for <a href="/docs/databases/installing-database-drivers/">most SQL-speaking databases</a></li><li>Seamless, in-memory asynchronous caching and queries</li><li>An extensible security model that allows configuration of very intricate rules on who can access which product features and datasets.</li><li>Integration with major authentication backends (database, OpenID, LDAP, OAuth, REMOTE_USER, etc)</li><li>The ability to add custom visualization plugins</li><li>An API for programmatic customization</li><li>A cloud-native architecture designed from the ground up for scale</li></ul><h4 class="anchor anchorWithStickyNavbar_LWe7" id="backend-technology">Backend Technology<a href="#backend-technology" class="hash-link" aria-label="Direct link to Backend Technology" title="Direct link to Backend Technology">​</a></h4><p>Superset is cloud-native and designed to be highly available. It was designed to scale out to large,
+geospatial charts.</p><p>Here are a <strong>few different ways you can get started with Superset</strong>:</p><ul><li>Try a <a href="/docs/quickstart">Quickstart deployment</a>, which runs a single Docker container</li><li>Install Superset <a href="/docs/installation/installing-superset-from-pypi/">from PyPI</a></li><li>Deploy Superset <a href="/docs/installation/installing-superset-using-docker-compose">using Docker Compose</a></li><li>Deploy Superset <a href="/docs/installation/running-on-kubernetes">with Kubernetes</a></li><li>Download the <a href="https://dist.apache.org/repos/dist/release/superset/" target="_blank" rel="noopener noreferrer">source code from Apache Foundation&#x27;s website</a></li></ul><h4 class="anchor anchorWithStickyNavbar_LWe7" id="video-overview">Video Overview<a href="#video-overview" class="hash-link" aria-label="Direct link to Video Overview" title="Direct link to Video Overview">​</a></h4><p><a href="https://user-images.githubusercontent.com/64562059/234390129-321d4f35-cb4b-45e8-89d9-20ae292f34fc.mp4" target="_blank" rel="noopener noreferrer">https://user-images.githubusercontent.com/64562059/234390129-321d4f35-cb4b-45e8-89d9-20ae292f34fc.mp4</a></p><h4 class="anchor anchorWithStickyNavbar_LWe7" id="features">Features<a href="#features" class="hash-link" aria-label="Direct link to Features" title="Direct link to Features">​</a></h4><p>Superset provides:</p><ul><li>An intuitive interface for visualizing datasets and crafting interactive dashboards</li><li>A wide array of beautiful visualizations to showcase your data</li><li>Code-free visualization builder to extract and present datasets</li><li>A world-class SQL IDE for preparing data for visualization, including a rich metadata browser</li><li>A lightweight semantic layer which empowers data analysts to quickly define custom dimensions and metrics</li><li>Out-of-the-box support for <a href="/docs/databases/installing-database-drivers/">most SQL-speaking databases</a></li><li>Seamless, in-memory asynchronous caching and queries</li><li>An extensible security model that allows configuration of very intricate rules on who can access which product features and datasets.</li><li>Integration with major authentication backends (database, OpenID, LDAP, OAuth, REMOTE_USER, etc)</li><li>The ability to add custom visualization plugins</li><li>An API for programmatic customization</li><li>A cloud-native architecture designed from the ground up for scale</li></ul><h4 class="anchor anchorWithStickyNavbar_LWe7" id="backend-technology">Backend Technology<a href="#backend-technology" class="hash-link" aria-label="Direct link to Backend Technology" title="Direct link to Backend Technology">​</a></h4><p>Superset is cloud-native and designed to be highly available. It was designed to scale out to large,
 distributed environments and works very well inside containers. While you can easily test drive
 Superset on a modest setup or simply on your laptop, there’s virtually no limit around scaling out
 the platform.</p><p>Superset is also cloud-native in the sense that it is flexible and lets you choose the:</p><ul><li>Web server (Gunicorn, Nginx, Apache),</li><li>Metadata database engine (PostgreSQL, MySQL, MariaDB),</li><li>Message queue (Celery, Redis, RabbitMQ, SQS, etc.),</li><li>Results backend (Redis, S3, Memcached, etc.),</li><li>Caching layer (Redis, Memcached, etc.)</li></ul><p>Superset also works well with <a href="/docs/installation/event-logging/">event-logging</a>
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diff --git a/docs/security/index.html b/docs/security/index.html
index 6995b02..8fd0a56 100644
--- a/docs/security/index.html
+++ b/docs/security/index.html
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diff --git a/index.html b/index.html
index fd5c366..f528fe4 100644
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+++ b/index.html
@@ -18,8 +18,8 @@
 
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+<script src="/assets/js/runtime~main.587010fb.js"></script>
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 </body>
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diff --git a/markdown-page/index.html b/markdown-page/index.html
index 4074947..8fa3737 100644
--- a/markdown-page/index.html
+++ b/markdown-page/index.html
@@ -18,8 +18,8 @@
 
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diff --git a/search/index.html b/search/index.html
index 57d253a..8b42c63 100644
--- a/search/index.html
+++ b/search/index.html
@@ -18,8 +18,8 @@
 
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diff --git a/sitemap.xml b/sitemap.xml
index 153d8a8..814c4c5 100644
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