diff --git a/404.html b/404.html
index 8825fa5..1b60537 100644
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diff --git a/assets/js/1ce51947.cf61032c.js b/assets/js/1ce51947.da1dc91b.js
similarity index 67%
rename from assets/js/1ce51947.cf61032c.js
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index 4c5ec68..41f5c80 100644
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+++ b/assets/js/1ce51947.da1dc91b.js
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This is helpful in case we don\u2019t accept that specific fix but want to keep track of the issue. Please keep in mind that the project maintainers reserve the rights to accept or reject incoming PRs, so it is better to separate the issue and the code to fix it from each other. In some cases, project maintainers may request you to create a separate issue from PR before proceeding."),(0,r.yg)("p",null,(0,r.yg)("strong",{parentName:"p"},"Refactor:")," For small refactors, it can be a standalone PR itself detailing what you are refactoring and why. 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We recommend creating a PR with ",(0,r.yg)("inlineCode",{parentName:"p"},"[WIP]")," first and remove it once you have passed CI test and read through your code changes at least once.")),(0,r.yg)("li",{parentName:"ul"},(0,r.yg)("p",{parentName:"li"},"If you believe your PR contributes a potentially breaking change, put a ",(0,r.yg)("inlineCode",{parentName:"p"},"!")," after the semantic prefix but before the colon in the PR title, like so: ",(0,r.yg)("inlineCode",{parentName:"p"},"feat!: Added foo functionality to bar"))),(0,r.yg)("li",{parentName:"ul"},(0,r.yg)("p",{parentName:"li"},(0,r.yg)("strong",{parentName:"p"},"Screenshots/GIFs:")," Changes to user interface require before/after screenshots, or GIF for interactions"),(0,r.yg)("ul",{parentName:"li"},(0,r.yg)("li",{parentName:"ul"},"Recommended capture tools (",(0,r.yg)("a",{parentName:"li",href:"https://getkap.co/"},"Kap"),", ",(0,r.yg)("a",{parentName:"li",href:"https://www.cockos.com/licecap/"},"LICEcap"),", ",(0,r.yg)("a",{parentName:"li",href:"https://download.cnet.com/Skitch/3000-13455_4-189876.html"},"Skitch"),")"),(0,r.yg)("li",{parentName:"ul"},"If no screenshot is provided, the committers will mark the PR with ",(0,r.yg)("inlineCode",{parentName:"li"},"need:screenshot")," label and will not review until screenshot is provided."))),(0,r.yg)("li",{parentName:"ul"},(0,r.yg)("p",{parentName:"li"},(0,r.yg)("strong",{parentName:"p"},"Dependencies:")," Be careful about adding new dependency and avoid unnecessary dependencies."),(0,r.yg)("ul",{parentName:"li"},(0,r.yg)("li",{parentName:"ul"},"For Python, include it in ",(0,r.yg)("inlineCode",{parentName:"li"},"pyproject.toml")," denoting any specific restrictions and\nin ",(0,r.yg)("inlineCode",{parentName:"li"},"requirements.txt")," pinned to a specific version which ensures that the application\nbuild is deterministic."),(0,r.yg)("li",{parentName:"ul"},"For TypeScript/JavaScript, include new libraries in ",(0,r.yg)("inlineCode",{parentName:"li"},"package.json")))),(0,r.yg)("li",{parentName:"ul"},(0,r.yg)("p",{parentName:"li"},(0,r.yg)("strong",{parentName:"p"},"Tests:")," The pull request should include tests, either as doctests, unit tests, or both. 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diff --git a/assets/js/4cc2c078.4430c374.js b/assets/js/4cc2c078.5a49355e.js
similarity index 74%
rename from assets/js/4cc2c078.4430c374.js
rename to assets/js/4cc2c078.5a49355e.js
index b844658..dabdd71 100644
--- a/assets/js/4cc2c078.4430c374.js
+++ b/assets/js/4cc2c078.5a49355e.js
@@ -1 +1 @@
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snowflake-sqlalchemy")),(0,r.yg)("td",{parentName:"tr",align:null},(0,r.yg)("inlineCode",{parentName:"td"},"snowflake://{user}:{password}@{account}.{region}/{database}?role={role}&warehouse={warehouse}"))),(0,r.yg)("tr",{parentName:"tbody"},(0,r.yg)("td",{parentName:"tr",align:null},"SQLite"),(0,r.yg)("td",{parentName:"tr",align:null},"No additional library needed"),(0,r.yg)("td",{parentName:"tr",align:null},(0,r.yg)("inlineCode",{parentName:"td"},"sqlite://path/to/file.db?check_same_thread=false"))),(0,r.yg)("tr",{parentName:"tbody"},(0,r.yg)("td",{parentName:"tr",align:null},(0,r.yg)("a",{parentName:"td",href:"/docs/databases/sql-server"},"SQL Server")),(0,r.yg)("td",{parentName:"tr",align:null},(0,r.yg)("inlineCode",{parentName:"td"},"pip install 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Name>"))),(0,r.yg)("tr",{parentName:"tbody"},(0,r.yg)("td",{parentName:"tr",align:null},(0,r.yg)("a",{parentName:"td",href:"/docs/databases/trino"},"Trino")),(0,r.yg)("td",{parentName:"tr",align:null},(0,r.yg)("inlineCode",{parentName:"td"},"pip install trino")),(0,r.yg)("td",{parentName:"tr",align:null},(0,r.yg)("inlineCode",{parentName:"td"},"trino://{username}:{password}@{hostname}:{port}/{catalog}"))),(0,r.yg)("tr",{parentName:"tbody"},(0,r.yg)("td",{parentName:"tr",align:null},(0,r.yg)("a",{parentName:"td",href:"/docs/databases/vertica"},"Vertica")),(0,r.yg)("td",{parentName:"tr",align:null},(0,r.yg)("inlineCode",{parentName:"td"},"pip install sqlalchemy-vertica-python")),(0,r.yg)("td",{parentName:"tr",align:null},(0,r.yg)("inlineCode",{parentName:"td"},"vertica+vertica_python://<UserName>:<DBPassword>@<Database Host>/<Database Name>"))),(0,r.yg)("tr",{parentName:"tbody"},(0,r.yg)("td",{parentName:"tr",align:null},(0,r.yg)("a",{parentName:"td",href:"/docs/databases/yugabytedb"},"YugabyteDB")),(0,r.yg)("td",{parentName:"tr",align:null},(0,r.yg)("inlineCode",{parentName:"td"},"pip install psycopg2")),(0,r.yg)("td",{parentName:"tr",align:null},(0,r.yg)("inlineCode",{parentName:"td"},"postgresql://<UserName>:<DBPassword>@<Database Host>/<Database Name>"))))),(0,r.yg)("hr",null),(0,r.yg)("p",null,'Note that many other databases are supported, the main criteria being the existence of a functional\nSQLAlchemy dialect and Python driver. Searching for the keyword "sqlalchemy + (database name)"\nshould help get you to the right place.'),(0,r.yg)("p",null,"If your database or data engine isn't on the list but a SQL interface\nexists, please file an issue on the\n",(0,r.yg)("a",{parentName:"p",href:"https://github.com/apache/superset/issues"},"Superset GitHub repo"),", so we can work on documenting and\nsupporting it."),(0,r.yg)("p",null,"If you'd like to build a database connector for Superset integration,\nread the ",(0,r.yg)("a",{parentName:"p",href:"https://preset.io/blog/building-database-connector/"},"following tutorial"),"."))}y.isMDXComponent=!0}}]);
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Please refer to ",(0,r.yg)("a",{parentName:"p",href:"https://github.com/apache/superset/blob/master/setup.py"},"setup.py")," for the versions that are compatible with Superset."),(0,r.yg)("table",null,(0,r.yg)("thead",{parentName:"table"},(0,r.yg)("tr",{parentName:"thead"},(0,r.yg)("th",{parentName:"tr",align:null},"Database"),(0,r.yg)("th",{parentName:"tr",align:null},"PyPI package"),(0,r.yg)("th",{parentName:"tr",align:null},"Connection String"))),(0,r.yg)("tbody",{parentName:"table"},(0,r.yg)("tr",{parentName:"tbody"},(0,r.yg)("td",{parentName:"tr",align:null},(0,r.yg)("a",{parentName:"td",href:"/docs/databases/athena"},"Amazon Athena")),(0,r.yg)("td",{parentName:"tr",align:null},(0,r.yg)("inlineCode",{parentName:"td"},"pip install pyathena[pandas]")," , ",(0,r.yg)("inlineCode",{parentName:"td"},"pip install PyAthenaJDBC")),(0,r.yg)("td",{parentName:"tr",align:null},(0,r.yg)("inlineCode",{parentName:"td"},"awsathena+rest://{aws_access_key_id}:{aws_secret_access_key}@athena.{region_name}.amazonaws.com/{schema_name}?s3_staging_dir={s3_staging_dir}&... "))),(0,r.yg)("tr",{parentName:"tbody"},(0,r.yg)("td",{parentName:"tr",align:null},(0,r.yg)("a",{parentName:"td",href:"/docs/databases/doris"},"Apache Doris")),(0,r.yg)("td",{parentName:"tr",align:null},(0,r.yg)("inlineCode",{parentName:"td"},"pip install pydoris")),(0,r.yg)("td",{parentName:"tr",align:null},(0,r.yg)("inlineCode",{parentName:"td"},"doris://<User>:<Password>@<Host>:<Port>/<Catalog>.<Database>"))),(0,r.yg)("tr",{parentName:"tbody"},(0,r.yg)("td",{parentName:"tr",align:null},(0,r.yg)("a",{parentName:"td",href:"/docs/databases/dynamodb"},"Amazon DynamoDB")),(0,r.yg)("td",{parentName:"tr",align:null},(0,r.yg)("inlineCode",{parentName:"td"},"pip install pydynamodb")),(0,r.yg)("td",{parentName:"tr",align:null},(0,r.yg)("inlineCode",{parentName:"td"},"dynamodb://{access_key_id}:{secret_access_key}@dynamodb.{region_name}.amazonaws.com?connector=superset"))),(0,r.yg)("tr",{parentName:"tbody"},(0,r.yg)("td",{parentName:"tr",align:null},(0,r.yg)("a",{parentName:"td",href:"/docs/databases/redshift"},"Amazon Redshift")),(0,r.yg)("td",{parentName:"tr",align:null},(0,r.yg)("inlineCode",{parentName:"td"},"pip install sqlalchemy-redshift")),(0,r.yg)("td",{parentName:"tr",align:null},(0,r.yg)("inlineCode",{parentName:"td"}," redshift+psycopg2://<userName>:<DBPassword>@<AWS End Point>:5439/<Database Name>"))),(0,r.yg)("tr",{parentName:"tbody"},(0,r.yg)("td",{parentName:"tr",align:null},(0,r.yg)("a",{parentName:"td",href:"/docs/databases/drill"},"Apache Drill")),(0,r.yg)("td",{parentName:"tr",align:null},(0,r.yg)("inlineCode",{parentName:"td"},"pip install 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impyla")),(0,r.yg)("td",{parentName:"tr",align:null},(0,r.yg)("inlineCode",{parentName:"td"},"ascend://{username}:{password}@{hostname}:{port}/{database}?auth_mechanism=PLAIN;use_ssl=true"))),(0,r.yg)("tr",{parentName:"tbody"},(0,r.yg)("td",{parentName:"tr",align:null},(0,r.yg)("a",{parentName:"td",href:"/docs/databases/sql-server"},"Azure MS SQL")),(0,r.yg)("td",{parentName:"tr",align:null},(0,r.yg)("inlineCode",{parentName:"td"},"pip install pymssql")),(0,r.yg)("td",{parentName:"tr",align:null},(0,r.yg)("inlineCode",{parentName:"td"},"mssql+pymssql://UserName@presetSQL:TestPassword@presetSQL.database.windows.net:1433/TestSchema"))),(0,r.yg)("tr",{parentName:"tbody"},(0,r.yg)("td",{parentName:"tr",align:null},(0,r.yg)("a",{parentName:"td",href:"/docs/databases/bigquery"},"Big Query")),(0,r.yg)("td",{parentName:"tr",align:null},(0,r.yg)("inlineCode",{parentName:"td"},"pip install sqlalchemy-bigquery")),(0,r.yg)("td",{parentName:"tr",align:null},(0,r.yg)("inlineCode",{parentName:"td"},"bigquery://{project_id}"))),(0,r.yg)("tr",{parentName:"tbody"},(0,r.yg)("td",{parentName:"tr",align:null},(0,r.yg)("a",{parentName:"td",href:"/docs/databases/clickhouse"},"ClickHouse")),(0,r.yg)("td",{parentName:"tr",align:null},(0,r.yg)("inlineCode",{parentName:"td"},"pip install clickhouse-connect")),(0,r.yg)("td",{parentName:"tr",align:null},(0,r.yg)("inlineCode",{parentName:"td"},"clickhousedb://{username}:{password}@{hostname}:{port}/{database}"))),(0,r.yg)("tr",{parentName:"tbody"},(0,r.yg)("td",{parentName:"tr",align:null},(0,r.yg)("a",{parentName:"td",href:"/docs/databases/cockroachdb"},"CockroachDB")),(0,r.yg)("td",{parentName:"tr",align:null},(0,r.yg)("inlineCode",{parentName:"td"},"pip install cockroachdb")),(0,r.yg)("td",{parentName:"tr",align:null},(0,r.yg)("inlineCode",{parentName:"td"},"cockroachdb://root@{hostname}:{port}/{database}?sslmode=disable"))),(0,r.yg)("tr",{parentName:"tbody"},(0,r.yg)("td",{parentName:"tr",align:null},(0,r.yg)("a",{parentName:"td",href:"/docs/databases/dremio"},"Dremio")),(0,r.yg)("td",{parentName:"tr",align:null},(0,r.yg)("inlineCode",{parentName:"td"},"pip install sqlalchemy_dremio")),(0,r.yg)("td",{parentName:"tr",align:null},(0,r.yg)("inlineCode",{parentName:"td"},"dremio://user:pwd@host:31010/"))),(0,r.yg)("tr",{parentName:"tbody"},(0,r.yg)("td",{parentName:"tr",align:null},(0,r.yg)("a",{parentName:"td",href:"/docs/databases/elasticsearch"},"Elasticsearch")),(0,r.yg)("td",{parentName:"tr",align:null},(0,r.yg)("inlineCode",{parentName:"td"},"pip install elasticsearch-dbapi")),(0,r.yg)("td",{parentName:"tr",align:null},(0,r.yg)("inlineCode",{parentName:"td"},"elasticsearch+http://{user}:{password}@{host}:9200/"))),(0,r.yg)("tr",{parentName:"tbody"},(0,r.yg)("td",{parentName:"tr",align:null},(0,r.yg)("a",{parentName:"td",href:"/docs/databases/exasol"},"Exasol")),(0,r.yg)("td",{parentName:"tr",align:null},(0,r.yg)("inlineCode",{parentName:"td"},"pip install sqlalchemy-exasol")),(0,r.yg)("td",{parentName:"tr",align:null},(0,r.yg)("inlineCode",{parentName:"td"},"exa+pyodbc://{username}:{password}@{hostname}:{port}/my_schema?CONNECTIONLCALL=en_US.UTF-8&driver=EXAODBC"))),(0,r.yg)("tr",{parentName:"tbody"},(0,r.yg)("td",{parentName:"tr",align:null},(0,r.yg)("a",{parentName:"td",href:"/docs/databases/google-sheets"},"Google Sheets")),(0,r.yg)("td",{parentName:"tr",align:null},(0,r.yg)("inlineCode",{parentName:"td"},"pip install shillelagh[gsheetsapi]")),(0,r.yg)("td",{parentName:"tr",align:null},(0,r.yg)("inlineCode",{parentName:"td"},"gsheets://"))),(0,r.yg)("tr",{parentName:"tbody"},(0,r.yg)("td",{parentName:"tr",align:null},(0,r.yg)("a",{parentName:"td",href:"/docs/databases/firebolt"},"Firebolt")),(0,r.yg)("td",{parentName:"tr",align:null},(0,r.yg)("inlineCode",{parentName:"td"},"pip install firebolt-sqlalchemy")),(0,r.yg)("td",{parentName:"tr",align:null},(0,r.yg)("inlineCode",{parentName:"td"},"firebolt://{client_id}:{client_secret}@{database}/{engine_name}?account_name={name}"))),(0,r.yg)("tr",{parentName:"tbody"},(0,r.yg)("td",{parentName:"tr",align:null},(0,r.yg)("a",{parentName:"td",href:"/docs/databases/hologres"},"Hologres")),(0,r.yg)("td",{parentName:"tr",align:null},(0,r.yg)("inlineCode",{parentName:"td"},"pip install psycopg2")),(0,r.yg)("td",{parentName:"tr",align:null},(0,r.yg)("inlineCode",{parentName:"td"},"postgresql+psycopg2://<UserName>:<DBPassword>@<Database Host>/<Database Name>"))),(0,r.yg)("tr",{parentName:"tbody"},(0,r.yg)("td",{parentName:"tr",align:null},(0,r.yg)("a",{parentName:"td",href:"/docs/databases/ibm-db2"},"IBM Db2")),(0,r.yg)("td",{parentName:"tr",align:null},(0,r.yg)("inlineCode",{parentName:"td"},"pip install ibm_db_sa")),(0,r.yg)("td",{parentName:"tr",align:null},(0,r.yg)("inlineCode",{parentName:"td"},"db2+ibm_db://"))),(0,r.yg)("tr",{parentName:"tbody"},(0,r.yg)("td",{parentName:"tr",align:null},(0,r.yg)("a",{parentName:"td",href:"/docs/databases/netezza"},"IBM Netezza Performance Server")),(0,r.yg)("td",{parentName:"tr",align:null},(0,r.yg)("inlineCode",{parentName:"td"},"pip install nzalchemy")),(0,r.yg)("td",{parentName:"tr",align:null},(0,r.yg)("inlineCode",{parentName:"td"},"netezza+nzpy://<UserName>:<DBPassword>@<Database Host>/<Database 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Name>"))),(0,r.yg)("tr",{parentName:"tbody"},(0,r.yg)("td",{parentName:"tr",align:null},(0,r.yg)("a",{parentName:"td",href:"/docs/databases/trino"},"Trino")),(0,r.yg)("td",{parentName:"tr",align:null},(0,r.yg)("inlineCode",{parentName:"td"},"pip install trino")),(0,r.yg)("td",{parentName:"tr",align:null},(0,r.yg)("inlineCode",{parentName:"td"},"trino://{username}:{password}@{hostname}:{port}/{catalog}"))),(0,r.yg)("tr",{parentName:"tbody"},(0,r.yg)("td",{parentName:"tr",align:null},(0,r.yg)("a",{parentName:"td",href:"/docs/databases/vertica"},"Vertica")),(0,r.yg)("td",{parentName:"tr",align:null},(0,r.yg)("inlineCode",{parentName:"td"},"pip install sqlalchemy-vertica-python")),(0,r.yg)("td",{parentName:"tr",align:null},(0,r.yg)("inlineCode",{parentName:"td"},"vertica+vertica_python://<UserName>:<DBPassword>@<Database Host>/<Database Name>"))),(0,r.yg)("tr",{parentName:"tbody"},(0,r.yg)("td",{parentName:"tr",align:null},(0,r.yg)("a",{parentName:"td",href:"/docs/databases/yugabytedb"},"YugabyteDB")),(0,r.yg)("td",{parentName:"tr",align:null},(0,r.yg)("inlineCode",{parentName:"td"},"pip install psycopg2")),(0,r.yg)("td",{parentName:"tr",align:null},(0,r.yg)("inlineCode",{parentName:"td"},"postgresql://<UserName>:<DBPassword>@<Database Host>/<Database Name>"))))),(0,r.yg)("hr",null),(0,r.yg)("p",null,'Note that many other databases are supported, the main criteria being the existence of a functional\nSQLAlchemy dialect and Python driver. Searching for the keyword "sqlalchemy + (database name)"\nshould help get you to the right place.'),(0,r.yg)("p",null,"If your database or data engine isn't on the list but a SQL interface\nexists, please file an issue on the\n",(0,r.yg)("a",{parentName:"p",href:"https://github.com/apache/superset/issues"},"Superset GitHub repo"),", so we can work on documenting and\nsupporting it."),(0,r.yg)("p",null,"If you'd like to build a database connector for Superset integration,\nread the ",(0,r.yg)("a",{parentName:"p",href:"https://preset.io/blog/building-database-connector/"},"following tutorial"),"."))}y.isMDXComponent=!0}}]);
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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\n",(0,r.yg)("a",{parentName:"p",href:"https://github.com/apache/superset/blob/master/pyproject.toml"},"pyproject.toml")," file for a list of Python\nversions officially supported by Superset. We'd recommend using a Python version manager\nlike ",(0,r.yg)("a",{parentName:"p",href:"https://github.com/pyenv/pyenv"},"pyenv"),"\n(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. 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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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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. 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diff --git a/docs/contributing/creating-viz-plugins/index.html b/docs/contributing/creating-viz-plugins/index.html
index 1041859..55df2b1 100644
--- a/docs/contributing/creating-viz-plugins/index.html
+++ b/docs/contributing/creating-viz-plugins/index.html
@@ -9,7 +9,7 @@
 
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diff --git a/docs/contributing/hooks-and-linting/index.html b/docs/contributing/hooks-and-linting/index.html
index 4e2b84d..b8ecfe2 100644
--- a/docs/contributing/hooks-and-linting/index.html
+++ b/docs/contributing/hooks-and-linting/index.html
@@ -9,7 +9,7 @@
 
 <script src="/script/matomo.js"></script>
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-<link rel="preload" href="/assets/js/runtime~main.6798ba20.js" as="script">
+<link rel="preload" href="/assets/js/runtime~main.51d4179f.js" as="script">
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-<script src="/assets/js/runtime~main.6798ba20.js"></script>
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diff --git a/docs/contributing/local-backend/index.html b/docs/contributing/local-backend/index.html
index f553afc..75d5a7f 100644
--- a/docs/contributing/local-backend/index.html
+++ b/docs/contributing/local-backend/index.html
@@ -9,7 +9,7 @@
 
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-<link rel="preload" href="/assets/js/runtime~main.6798ba20.js" as="script">
+<link rel="preload" href="/assets/js/runtime~main.51d4179f.js" as="script">
 <link rel="preload" href="/assets/js/main.ec2aff2b.js" as="script">
 </head>
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data-emotion-css="hrzriw">.css-hrzriw{position:fixed;bottom:40px;right:10px;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;-webkit-transform-origin:bottom right;-ms-transform-origin:bottom right;transform-origin:bottom right;}.css-hrzriw: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/contributing/local-backend.mdx" target="_blank" rel="noopener noreferrer" class="css-hrzriw">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">Contributing</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">Running a Local Flask Backend</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"><h3 class="anchor anchorWithStickyNavbar_LWe7" id="flask-server">Flask server<a href="#flask-server" class="hash-link" aria-label="Direct link to Flask server" title="Direct link to Flask server">​</a></h3><h4 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></h4><p>Make sure your machine meets the <a href="/docs/installation/installing-superset-from-pypi#os-dependencies">OS dependencies</a> before following these steps.
 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 3.10 or 3.11, 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/development.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/development.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">
+<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>requirements</code> section in <code>pyproject.toml</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/development.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" 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This is helpful in case we don’t accept that specific fix but want to keep track of the issue. Please keep in mind that the project maintainers reserve the rights to accept or reject incoming PRs, so it is better to separate the issue and the code to fix it from each other. In some cases, project maintainers may request you to create a separate issue from PR before proceeding.</p><p><strong>Refactor:</strong> For small refactors, it can be a standalone PR itself detailing what you are refactoring and why. If there are concerns, project maintainers may request you to create a <code>#SIP</code> for the PR before proceeding.</p><p><strong>Feature/Large changes:</strong> If you intend to change the public API, or make any non-trivial changes to the implementation, we require you to file a new issue as <code>#SIP</code> (Superset Improvement Proposal). This lets us reach an agreement on your proposal before you put significant effort into it. You are welcome to submit a PR along with the SIP (sometimes necessary for demonstration), but we will not review/merge the code until the SIP is approved.</p><p>In general, small PRs are always easier to review than large PRs. The best practice is to break your work into smaller independent PRs and refer to the same issue. This will greatly reduce turnaround time.</p><p>If you wish to share your work which is not ready to merge yet, create a <a href="https://github.blog/2019-02-14-introducing-draft-pull-requests/" target="_blank" rel="noopener noreferrer">Draft PR</a>. This will enable maintainers and the CI runner to prioritize mature PR&#x27;s.</p><p>Finally, never submit a PR that will put master branch in broken state. If the PR is part of multiple PRs to complete a large feature and cannot work on its own, you can create a feature branch and merge all related PRs into the feature branch before creating a PR from feature branch to master.</p><h3 class="anchor anchorWithStickyNavbar_LWe7" id="protocol">Protocol<a href="#protocol" class="hash-link" aria-label="Direct link to Protocol" title="Direct link to Protocol">​</a></h3><h4 class="anchor anchorWithStickyNavbar_LWe7" id="authoring">Authoring<a href="#authoring" class="hash-link" aria-label="Direct link to Authoring" title="Direct link to Authoring">​</a></h4><ul><li><p>Fill in all sections of the PR template.</p></li><li><p>Title the PR with one of the following semantic prefixes (inspired by <a href="http://karma-runner.github.io/0.10/dev/git-commit-msg.html%5D" target="_blank" rel="noopener noreferrer">Karma</a>):</p><ul><li><code>feat</code> (new feature)</li><li><code>fix</code> (bug fix)</li><li><code>docs</code> (changes to the documentation)</li><li><code>style</code> (formatting, missing semi colons, etc; no application logic change)</li><li><code>refactor</code> (refactoring code)</li><li><code>test</code> (adding missing tests, refactoring tests; no application logic change)</li><li><code>chore</code> (updating tasks etc; no application logic change)</li><li><code>perf</code> (performance-related change)</li><li><code>build</code> (build tooling, Docker configuration change)</li><li><code>ci</code> (test runner, GitHub Actions workflow changes)</li><li><code>other</code> (changes that don&#x27;t correspond to the above -- should be rare!)</li><li>Examples:<ul><li><code>feat: export charts as ZIP files</code></li><li><code>perf(api): improve API info performance</code></li><li><code>fix(chart-api): cached-indicator always shows value is cached</code></li></ul></li></ul></li><li><p>Add prefix <code>[WIP]</code> to title if not ready for review (WIP = work-in-progress). We recommend creating a PR with <code>[WIP]</code> first and remove it once you have passed CI test and read through your code changes at least once.</p></li><li><p>If you believe your PR contributes a potentially breaking change, put a <code>!</code> after the semantic prefix but before the colon in the PR title, like so: <code>feat!: Added foo functionality to bar</code></p></li><li><p><strong>Screenshots/GIFs:</strong> Changes to user interface require before/after screenshots, or GIF for interactions</p><ul><li>Recommended capture tools (<a href="https://getkap.co/" target="_blank" rel="noopener noreferrer">Kap</a>, <a href="https://www.cockos.com/licecap/" target="_blank" rel="noopener noreferrer">LICEcap</a>, <a href="https://download.cnet.com/Skitch/3000-13455_4-189876.html" target="_blank" rel="noopener noreferrer">Skitch</a>)</li><li>If no screenshot is provided, the committers will mark the PR with <code>need:screenshot</code> label and will not review until screenshot is provided.</li></ul></li><li><p><strong>Dependencies:</strong> Be careful about adding new dependency and avoid unnecessary dependencies.</p><ul><li>For Python, include it in <code>setup.py</code> denoting any specific restrictions and in <code>requirements.txt</code> pinned to a specific version which ensures that the application build is deterministic.</li><li>For TypeScript/JavaScript, include new libraries in <code>package.json</code></li></ul></li><li><p><strong>Tests:</strong> The pull request should include tests, either as doctests, unit tests, or both. Make sure to resolve all errors and test failures. See <a href="#testing">Testing</a> for how to run tests.</p></li><li><p><strong>Documentation:</strong> If the pull request adds functionality, the docs should be updated as part of the same PR.</p></li><li><p><strong>CI:</strong> Reviewers will not review the code until all CI tests are passed. Sometimes there can be flaky tests. You can close and open PR to re-run CI test. Please report if the issue persists. After the CI fix has been deployed to <code>master</code>, please rebase your PR.</p></li><li><p><strong>Code coverage:</strong> Please ensure that code coverage does not decrease.</p></li><li><p>Remove <code>[WIP]</code> when ready for review. Please note that it may be merged soon after approved so please make sure the PR is ready to merge and do not expect more time for post-approval edits.</p></li><li><p>If the PR was not ready for review and inactive for &gt; 30 days, we will close it due to inactivity. The author is welcome to re-open and update.</p></li></ul><h4 class="anchor anchorWithStickyNavbar_LWe7" id="reviewing">Reviewing<a href="#reviewing" class="hash-link" aria-label="Direct link to Reviewing" title="Direct link to Reviewing">​</a></h4><ul><li>Use constructive tone when writing reviews.</li><li>If there are changes required, state clearly what needs to be done before the PR can be approved.</li><li>If you are asked to update your pull request with some changes there&#x27;s no need to create a new one. Push your changes to the same branch.</li><li>The committers reserve the right to reject any PR and in some cases may request the author to file an issue.</li></ul><h4 class="anchor anchorWithStickyNavbar_LWe7" id="test-environments">Test Environments<a href="#test-environments" class="hash-link" aria-label="Direct link to Test Environments" title="Direct link to Test Environments">​</a></h4><ul><li>Members of the Apache GitHub org can launch an ephemeral test environment directly on a pull request by creating a comment containing (only) the command <code>/testenv up</code>.<ul><li>Note that org membership must be public in order for this validation to function properly.</li></ul></li><li>Feature flags may be set for a test environment by specifying the flag name (prefixed with <code>FEATURE_</code>) and value after the command.<ul><li>Format: <code>/testenv up FEATURE_&lt;feature flag name&gt;=true|false</code></li><li>Example: <code>/testenv up FEATURE_DASHBOARD_NATIVE_FILTERS=true</code></li><li>Multiple feature flags may be set in single command, separated by whitespace</li></ul></li><li>A comment will be created by the workflow script with the address and login information for the ephemeral environment.</li><li>Test environments may be created once the Docker build CI workflow for the PR has completed successfully.</li><li>Test environments do not currently update automatically when new commits are added to a pull request.</li><li>Test environments do not currently support async workers, though this is planned.</li><li>Running test environments will be shutdown upon closing the pull request.</li></ul><h4 class="anchor anchorWithStickyNavbar_LWe7" id="merging">Merging<a href="#merging" class="hash-link" aria-label="Direct link to Merging" title="Direct link to Merging">​</a></h4><ul><li>At least one approval is required for merging a PR.</li><li>PR is usually left open for at least 24 hours before merging.</li><li>After the PR is merged, <a href="https://help.github.com/articles/closing-issues-using-keywords/" target="_blank" rel="noopener noreferrer">close the corresponding issue(s)</a>.</li></ul><h4 class="anchor anchorWithStickyNavbar_LWe7" id="post-merge-responsibility">Post-merge Responsibility<a href="#post-merge-responsibility" class="hash-link" aria-label="Direct link to Post-merge Responsibility" title="Direct link to Post-merge Responsibility">​</a></h4><ul><li>Project maintainers may contact the PR author if new issues are introduced by the PR.</li><li>Project maintainers may revert your changes if a critical issue is found, such as breaking master branch CI.</li></ul></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/pull-request-guidelines.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/types-of-contributions"><div class="pagination-nav__sublabel">Previous</div><div class="pagination-nav__label">Types of Contributions</div></a><a class="pagination-nav__link pagination-nav__link--next" href="/docs/contributing/style-guide"><div class="pagination-nav__sublabel">Next</div><div class="pagination-nav__label">Style Guide</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="#pull-request-guidelines" class="table-of-contents__link toc-highlight">Pull Request Guidelines</a><ul><li><a href="#protocol" class="table-of-contents__link toc-highlight">Protocol</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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This is helpful in case we don’t accept that specific fix but want to keep track of the issue. Please keep in mind that the project maintainers reserve the rights to accept or reject incoming PRs, so it is better to separate the issue and the code to fix it from each other. In some cases, project maintainers may request you to create a separate issue from PR before proceeding.</p><p><strong>Refactor:</strong> For small refactors, it can be a standalone PR itself detailing what you are refactoring and why. If there are concerns, project maintainers may request you to create a <code>#SIP</code> for the PR before proceeding.</p><p><strong>Feature/Large changes:</strong> If you intend to change the public API, or make any non-trivial changes to the implementation, we require you to file a new issue as <code>#SIP</code> (Superset Improvement Proposal). This lets us reach an agreement on your proposal before you put significant effort into it. You are welcome to submit a PR along with the SIP (sometimes necessary for demonstration), but we will not review/merge the code until the SIP is approved.</p><p>In general, small PRs are always easier to review than large PRs. The best practice is to break your work into smaller independent PRs and refer to the same issue. This will greatly reduce turnaround time.</p><p>If you wish to share your work which is not ready to merge yet, create a <a href="https://github.blog/2019-02-14-introducing-draft-pull-requests/" target="_blank" rel="noopener noreferrer">Draft PR</a>. This will enable maintainers and the CI runner to prioritize mature PR&#x27;s.</p><p>Finally, never submit a PR that will put master branch in broken state. If the PR is part of multiple PRs to complete a large feature and cannot work on its own, you can create a feature branch and merge all related PRs into the feature branch before creating a PR from feature branch to master.</p><h3 class="anchor anchorWithStickyNavbar_LWe7" id="protocol">Protocol<a href="#protocol" class="hash-link" aria-label="Direct link to Protocol" title="Direct link to Protocol">​</a></h3><h4 class="anchor anchorWithStickyNavbar_LWe7" id="authoring">Authoring<a href="#authoring" class="hash-link" aria-label="Direct link to Authoring" title="Direct link to Authoring">​</a></h4><ul><li><p>Fill in all sections of the PR template.</p></li><li><p>Title the PR with one of the following semantic prefixes (inspired by <a href="http://karma-runner.github.io/0.10/dev/git-commit-msg.html%5D" target="_blank" rel="noopener noreferrer">Karma</a>):</p><ul><li><code>feat</code> (new feature)</li><li><code>fix</code> (bug fix)</li><li><code>docs</code> (changes to the documentation)</li><li><code>style</code> (formatting, missing semi colons, etc; no application logic change)</li><li><code>refactor</code> (refactoring code)</li><li><code>test</code> (adding missing tests, refactoring tests; no application logic change)</li><li><code>chore</code> (updating tasks etc; no application logic change)</li><li><code>perf</code> (performance-related change)</li><li><code>build</code> (build tooling, Docker configuration change)</li><li><code>ci</code> (test runner, GitHub Actions workflow changes)</li><li><code>other</code> (changes that don&#x27;t correspond to the above -- should be rare!)</li><li>Examples:<ul><li><code>feat: export charts as ZIP files</code></li><li><code>perf(api): improve API info performance</code></li><li><code>fix(chart-api): cached-indicator always shows value is cached</code></li></ul></li></ul></li><li><p>Add prefix <code>[WIP]</code> to title if not ready for review (WIP = work-in-progress). We recommend creating a PR with <code>[WIP]</code> first and remove it once you have passed CI test and read through your code changes at least once.</p></li><li><p>If you believe your PR contributes a potentially breaking change, put a <code>!</code> after the semantic prefix but before the colon in the PR title, like so: <code>feat!: Added foo functionality to bar</code></p></li><li><p><strong>Screenshots/GIFs:</strong> Changes to user interface require before/after screenshots, or GIF for interactions</p><ul><li>Recommended capture tools (<a href="https://getkap.co/" target="_blank" rel="noopener noreferrer">Kap</a>, <a href="https://www.cockos.com/licecap/" target="_blank" rel="noopener noreferrer">LICEcap</a>, <a href="https://download.cnet.com/Skitch/3000-13455_4-189876.html" target="_blank" rel="noopener noreferrer">Skitch</a>)</li><li>If no screenshot is provided, the committers will mark the PR with <code>need:screenshot</code> label and will not review until screenshot is provided.</li></ul></li><li><p><strong>Dependencies:</strong> Be careful about adding new dependency and avoid unnecessary dependencies.</p><ul><li>For Python, include it in <code>pyproject.toml</code> denoting any specific restrictions and
+in <code>requirements.txt</code> pinned to a specific version which ensures that the application
+build is deterministic.</li><li>For TypeScript/JavaScript, include new libraries in <code>package.json</code></li></ul></li><li><p><strong>Tests:</strong> The pull request should include tests, either as doctests, unit tests, or both. Make sure to resolve all errors and test failures. See <a href="#testing">Testing</a> for how to run tests.</p></li><li><p><strong>Documentation:</strong> If the pull request adds functionality, the docs should be updated as part of the same PR.</p></li><li><p><strong>CI:</strong> Reviewers will not review the code until all CI tests are passed. Sometimes there can be flaky tests. You can close and open PR to re-run CI test. Please report if the issue persists. After the CI fix has been deployed to <code>master</code>, please rebase your PR.</p></li><li><p><strong>Code coverage:</strong> Please ensure that code coverage does not decrease.</p></li><li><p>Remove <code>[WIP]</code> when ready for review. Please note that it may be merged soon after approved so please make sure the PR is ready to merge and do not expect more time for post-approval edits.</p></li><li><p>If the PR was not ready for review and inactive for &gt; 30 days, we will close it due to inactivity. The author is welcome to re-open and update.</p></li></ul><h4 class="anchor anchorWithStickyNavbar_LWe7" id="reviewing">Reviewing<a href="#reviewing" class="hash-link" aria-label="Direct link to Reviewing" title="Direct link to Reviewing">​</a></h4><ul><li>Use constructive tone when writing reviews.</li><li>If there are changes required, state clearly what needs to be done before the PR can be approved.</li><li>If you are asked to update your pull request with some changes there&#x27;s no need to create a new one. Push your changes to the same branch.</li><li>The committers reserve the right to reject any PR and in some cases may request the author to file an issue.</li></ul><h4 class="anchor anchorWithStickyNavbar_LWe7" id="test-environments">Test Environments<a href="#test-environments" class="hash-link" aria-label="Direct link to Test Environments" title="Direct link to Test Environments">​</a></h4><ul><li>Members of the Apache GitHub org can launch an ephemeral test environment directly on a pull request by creating a comment containing (only) the command <code>/testenv up</code>.<ul><li>Note that org membership must be public in order for this validation to function properly.</li></ul></li><li>Feature flags may be set for a test environment by specifying the flag name (prefixed with <code>FEATURE_</code>) and value after the command.<ul><li>Format: <code>/testenv up FEATURE_&lt;feature flag name&gt;=true|false</code></li><li>Example: <code>/testenv up FEATURE_DASHBOARD_NATIVE_FILTERS=true</code></li><li>Multiple feature flags may be set in single command, separated by whitespace</li></ul></li><li>A comment will be created by the workflow script with the address and login information for the ephemeral environment.</li><li>Test environments may be created once the Docker build CI workflow for the PR has completed successfully.</li><li>Test environments do not currently update automatically when new commits are added to a pull request.</li><li>Test environments do not currently support async workers, though this is planned.</li><li>Running test environments will be shutdown upon closing the pull request.</li></ul><h4 class="anchor anchorWithStickyNavbar_LWe7" id="merging">Merging<a href="#merging" class="hash-link" aria-label="Direct link to Merging" title="Direct link to Merging">​</a></h4><ul><li>At least one approval is required for merging a PR.</li><li>PR is usually left open for at least 24 hours before merging.</li><li>After the PR is merged, <a href="https://help.github.com/articles/closing-issues-using-keywords/" target="_blank" rel="noopener noreferrer">close the corresponding issue(s)</a>.</li></ul><h4 class="anchor anchorWithStickyNavbar_LWe7" id="post-merge-responsibility">Post-merge Responsibility<a href="#post-merge-responsibility" class="hash-link" aria-label="Direct link to Post-merge Responsibility" title="Direct link to Post-merge Responsibility">​</a></h4><ul><li>Project maintainers may contact the PR author if new issues are introduced by the PR.</li><li>Project maintainers may revert your changes if a critical issue is found, such as breaking master branch CI.</li></ul></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/pull-request-guidelines.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/types-of-contributions"><div class="pagination-nav__sublabel">Previous</div><div class="pagination-nav__label">Types of Contributions</div></a><a class="pagination-nav__link pagination-nav__link--next" href="/docs/contributing/style-guide"><div class="pagination-nav__sublabel">Next</div><div class="pagination-nav__label">Style Guide</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="#pull-request-guidelines" class="table-of-contents__link toc-highlight">Pull Request Guidelines</a><ul><li><a href="#protocol" class="table-of-contents__link toc-highlight">Protocol</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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diff --git a/docs/databases/athena/index.html b/docs/databases/athena/index.html
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diff --git a/docs/databases/bigquery/index.html b/docs/databases/bigquery/index.html
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diff --git a/docs/databases/cockroachdb/index.html b/docs/databases/cockroachdb/index.html
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+<script src="/assets/js/runtime~main.51d4179f.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 43cbd05..a05ac48 100644
--- a/docs/databases/cratedb/index.html
+++ b/docs/databases/cratedb/index.html
@@ -9,7 +9,7 @@
 
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@@ -41,7 +41,7 @@
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-<script src="/assets/js/runtime~main.6798ba20.js"></script>
+<script src="/assets/js/runtime~main.51d4179f.js"></script>
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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 94f7a4c..1c0568f 100644
--- a/docs/databases/databend/index.html
+++ b/docs/databases/databend/index.html
@@ -9,7 +9,7 @@
 
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-<link rel="preload" href="/assets/js/runtime~main.6798ba20.js" as="script">
+<link rel="preload" href="/assets/js/runtime~main.51d4179f.js" as="script">
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 <body class="navigation-with-keyboard">
@@ -38,7 +38,7 @@
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-<script src="/assets/js/runtime~main.6798ba20.js"></script>
+<script src="/assets/js/runtime~main.51d4179f.js"></script>
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 </body>
 </html>
\ No newline at end of file
diff --git a/docs/databases/databricks/index.html b/docs/databases/databricks/index.html
index 7879b06..62e12ea 100644
--- a/docs/databases/databricks/index.html
+++ b/docs/databases/databricks/index.html
@@ -9,7 +9,7 @@
 
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-<link rel="preload" href="/assets/js/runtime~main.6798ba20.js" as="script">
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 <body class="navigation-with-keyboard">
@@ -37,7 +37,7 @@
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-<script src="/assets/js/runtime~main.6798ba20.js"></script>
+<script src="/assets/js/runtime~main.51d4179f.js"></script>
 <script src="/assets/js/main.ec2aff2b.js"></script>
 </body>
 </html>
\ No newline at end of file
diff --git a/docs/databases/db-connection-ui/index.html b/docs/databases/db-connection-ui/index.html
index d6a10ea..f1dbaea 100644
--- a/docs/databases/db-connection-ui/index.html
+++ b/docs/databases/db-connection-ui/index.html
@@ -9,7 +9,7 @@
 
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-<link rel="preload" href="/assets/js/runtime~main.6798ba20.js" as="script">
+<link rel="preload" href="/assets/js/runtime~main.51d4179f.js" as="script">
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 <body class="navigation-with-keyboard">
@@ -37,7 +37,7 @@
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-<script src="/assets/js/runtime~main.6798ba20.js"></script>
+<script src="/assets/js/runtime~main.51d4179f.js"></script>
 <script src="/assets/js/main.ec2aff2b.js"></script>
 </body>
 </html>
\ No newline at end of file
diff --git a/docs/databases/docker-add-drivers/index.html b/docs/databases/docker-add-drivers/index.html
index aa9549d..57aef5b 100644
--- a/docs/databases/docker-add-drivers/index.html
+++ b/docs/databases/docker-add-drivers/index.html
@@ -9,7 +9,7 @@
 
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-<link rel="preload" href="/assets/js/runtime~main.6798ba20.js" as="script">
+<link rel="preload" href="/assets/js/runtime~main.51d4179f.js" as="script">
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 <body class="navigation-with-keyboard">
@@ -37,7 +37,7 @@
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           </div></div></div></footer></div>
-<script src="/assets/js/runtime~main.6798ba20.js"></script>
+<script src="/assets/js/runtime~main.51d4179f.js"></script>
 <script src="/assets/js/main.ec2aff2b.js"></script>
 </body>
 </html>
\ No newline at end of file
diff --git a/docs/databases/doris/index.html b/docs/databases/doris/index.html
index 3f49bae..5777593 100644
--- a/docs/databases/doris/index.html
+++ b/docs/databases/doris/index.html
@@ -9,7 +9,7 @@
 
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-<link rel="preload" href="/assets/js/runtime~main.6798ba20.js" as="script">
+<link rel="preload" href="/assets/js/runtime~main.51d4179f.js" as="script">
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 <body class="navigation-with-keyboard">
@@ -37,7 +37,7 @@
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-<script src="/assets/js/runtime~main.6798ba20.js"></script>
+<script src="/assets/js/runtime~main.51d4179f.js"></script>
 <script src="/assets/js/main.ec2aff2b.js"></script>
 </body>
 </html>
\ No newline at end of file
diff --git a/docs/databases/dremio/index.html b/docs/databases/dremio/index.html
index c12c12c..5dc06b8 100644
--- a/docs/databases/dremio/index.html
+++ b/docs/databases/dremio/index.html
@@ -9,7 +9,7 @@
 
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-<link rel="preload" href="/assets/js/runtime~main.6798ba20.js" as="script">
+<link rel="preload" href="/assets/js/runtime~main.51d4179f.js" as="script">
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 <body class="navigation-with-keyboard">
@@ -39,7 +39,7 @@
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-<script src="/assets/js/runtime~main.6798ba20.js"></script>
+<script src="/assets/js/runtime~main.51d4179f.js"></script>
 <script src="/assets/js/main.ec2aff2b.js"></script>
 </body>
 </html>
\ No newline at end of file
diff --git a/docs/databases/drill/index.html b/docs/databases/drill/index.html
index 25485ce..e1d0b32 100644
--- a/docs/databases/drill/index.html
+++ b/docs/databases/drill/index.html
@@ -9,7 +9,7 @@
 
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-<link rel="preload" href="/assets/js/runtime~main.6798ba20.js" as="script">
+<link rel="preload" href="/assets/js/runtime~main.51d4179f.js" as="script">
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 <body class="navigation-with-keyboard">
@@ -44,7 +44,7 @@
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           </div></div></div></footer></div>
-<script src="/assets/js/runtime~main.6798ba20.js"></script>
+<script src="/assets/js/runtime~main.51d4179f.js"></script>
 <script src="/assets/js/main.ec2aff2b.js"></script>
 </body>
 </html>
\ No newline at end of file
diff --git a/docs/databases/druid/index.html b/docs/databases/druid/index.html
index 9c5cb93..c4da3a0 100644
--- a/docs/databases/druid/index.html
+++ b/docs/databases/druid/index.html
@@ -9,7 +9,7 @@
 
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-<link rel="preload" href="/assets/js/runtime~main.6798ba20.js" as="script">
+<link rel="preload" href="/assets/js/runtime~main.51d4179f.js" as="script">
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 <body class="navigation-with-keyboard">
@@ -50,7 +50,7 @@
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-<script src="/assets/js/runtime~main.6798ba20.js"></script>
+<script src="/assets/js/runtime~main.51d4179f.js"></script>
 <script src="/assets/js/main.ec2aff2b.js"></script>
 </body>
 </html>
\ No newline at end of file
diff --git a/docs/databases/dynamodb/index.html b/docs/databases/dynamodb/index.html
index 573d4d8..28493c9 100644
--- a/docs/databases/dynamodb/index.html
+++ b/docs/databases/dynamodb/index.html
@@ -9,7 +9,7 @@
 
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-<link rel="preload" href="/assets/js/runtime~main.6798ba20.js" as="script">
+<link rel="preload" href="/assets/js/runtime~main.51d4179f.js" as="script">
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 <body class="navigation-with-keyboard">
@@ -37,7 +37,7 @@
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           </div></div></div></footer></div>
-<script src="/assets/js/runtime~main.6798ba20.js"></script>
+<script src="/assets/js/runtime~main.51d4179f.js"></script>
 <script src="/assets/js/main.ec2aff2b.js"></script>
 </body>
 </html>
\ No newline at end of file
diff --git a/docs/databases/elasticsearch/index.html b/docs/databases/elasticsearch/index.html
index 6bc05fe..4cd1cd2 100644
--- a/docs/databases/elasticsearch/index.html
+++ b/docs/databases/elasticsearch/index.html
@@ -9,7 +9,7 @@
 
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-<link rel="preload" href="/assets/js/runtime~main.6798ba20.js" as="script">
+<link rel="preload" href="/assets/js/runtime~main.51d4179f.js" as="script">
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 <body class="navigation-with-keyboard">
@@ -44,7 +44,7 @@
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           </div></div></div></footer></div>
-<script src="/assets/js/runtime~main.6798ba20.js"></script>
+<script src="/assets/js/runtime~main.51d4179f.js"></script>
 <script src="/assets/js/main.ec2aff2b.js"></script>
 </body>
 </html>
\ No newline at end of file
diff --git a/docs/databases/exasol/index.html b/docs/databases/exasol/index.html
index 007ec52..6d500ca 100644
--- a/docs/databases/exasol/index.html
+++ b/docs/databases/exasol/index.html
@@ -9,7 +9,7 @@
 
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-<link rel="preload" href="/assets/js/runtime~main.6798ba20.js" as="script">
+<link rel="preload" href="/assets/js/runtime~main.51d4179f.js" as="script">
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 <body class="navigation-with-keyboard">
@@ -38,7 +38,7 @@
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           </div></div></div></footer></div>
-<script src="/assets/js/runtime~main.6798ba20.js"></script>
+<script src="/assets/js/runtime~main.51d4179f.js"></script>
 <script src="/assets/js/main.ec2aff2b.js"></script>
 </body>
 </html>
\ No newline at end of file
diff --git a/docs/databases/extra-settings/index.html b/docs/databases/extra-settings/index.html
index 790cdfd..c507d31 100644
--- a/docs/databases/extra-settings/index.html
+++ b/docs/databases/extra-settings/index.html
@@ -9,7 +9,7 @@
 
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-<link rel="preload" href="/assets/js/runtime~main.6798ba20.js" as="script">
+<link rel="preload" href="/assets/js/runtime~main.51d4179f.js" as="script">
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 <body class="navigation-with-keyboard">
@@ -47,7 +47,7 @@
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           </div></div></div></footer></div>
-<script src="/assets/js/runtime~main.6798ba20.js"></script>
+<script src="/assets/js/runtime~main.51d4179f.js"></script>
 <script src="/assets/js/main.ec2aff2b.js"></script>
 </body>
 </html>
\ No newline at end of file
diff --git a/docs/databases/firebird/index.html b/docs/databases/firebird/index.html
index f3aefc4..ea8f42f 100644
--- a/docs/databases/firebird/index.html
+++ b/docs/databases/firebird/index.html
@@ -9,7 +9,7 @@
 
 <script src="/script/matomo.js"></script>
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-<link rel="preload" href="/assets/js/runtime~main.6798ba20.js" as="script">
+<link rel="preload" href="/assets/js/runtime~main.51d4179f.js" as="script">
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 <body class="navigation-with-keyboard">
@@ -38,7 +38,7 @@
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           </div></div></div></footer></div>
-<script src="/assets/js/runtime~main.6798ba20.js"></script>
+<script src="/assets/js/runtime~main.51d4179f.js"></script>
 <script src="/assets/js/main.ec2aff2b.js"></script>
 </body>
 </html>
\ No newline at end of file
diff --git a/docs/databases/firebolt/index.html b/docs/databases/firebolt/index.html
index 0c1518f..414604b 100644
--- a/docs/databases/firebolt/index.html
+++ b/docs/databases/firebolt/index.html
@@ -9,7 +9,7 @@
 
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-<link rel="preload" href="/assets/js/runtime~main.6798ba20.js" as="script">
+<link rel="preload" href="/assets/js/runtime~main.51d4179f.js" as="script">
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 <body class="navigation-with-keyboard">
@@ -37,7 +37,7 @@
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           </div></div></div></footer></div>
-<script src="/assets/js/runtime~main.6798ba20.js"></script>
+<script src="/assets/js/runtime~main.51d4179f.js"></script>
 <script src="/assets/js/main.ec2aff2b.js"></script>
 </body>
 </html>
\ No newline at end of file
diff --git a/docs/databases/google-sheets/index.html b/docs/databases/google-sheets/index.html
index 956a1e6..99ae7ed 100644
--- a/docs/databases/google-sheets/index.html
+++ b/docs/databases/google-sheets/index.html
@@ -9,7 +9,7 @@
 
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-<link rel="preload" href="/assets/js/runtime~main.6798ba20.js" as="script">
+<link rel="preload" href="/assets/js/runtime~main.51d4179f.js" as="script">
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@@ -41,7 +41,7 @@
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-<script src="/assets/js/runtime~main.6798ba20.js"></script>
+<script src="/assets/js/runtime~main.51d4179f.js"></script>
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 </body>
 </html>
\ No newline at end of file
diff --git a/docs/databases/hana/index.html b/docs/databases/hana/index.html
index 271230f..a209414 100644
--- a/docs/databases/hana/index.html
+++ b/docs/databases/hana/index.html
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 install new database drivers into your Superset configuration.</p><h3 class="anchor anchorWithStickyNavbar_LWe7" id="supported-databases-and-dependencies">Supported Databases and Dependencies<a href="#supported-databases-and-dependencies" class="hash-link" aria-label="Direct link to Supported Databases and Dependencies" title="Direct link to Supported Databases and Dependencies">​</a></h3><p>Superset does not ship bundled with connectivity to databases, except for SQLite,
 which is part of the Python standard library.
 You’ll need to install the required packages for the database you want to use as your metadata database
-as well as the packages needed to connect to the databases you want to access through Superset.</p><p>Some of the recommended packages are shown below. Please refer to <a href="https://github.com/apache/superset/blob/master/setup.py" target="_blank" rel="noopener noreferrer">setup.py</a> for the versions that are compatible with Superset.</p><table><thead><tr><th>Database</th><th>PyPI package</th><th>Connection String</th></tr></thead><tbody><tr><td><a href="/docs/databases/athena">Amazon Athena</a></td><td><code>pip install pyathena[pandas]</code> , <code>pip install PyAthenaJDBC</code></td><td><code>awsathena+rest://{aws_access_key_id}:{aws_secret_access_key}@athena.{region_name}.amazonaws.com/{schema_name}?s3_staging_dir={s3_staging_dir}&amp;... </code></td></tr><tr><td><a href="/docs/databases/doris">Apache Doris</a></td><td><code>pip install pydoris</code></td><td><code>doris://&lt;User&gt;:&lt;Password&gt;@&lt;Host&gt;:&lt;Port&gt;/&lt;Catalog&gt;.&lt;Database&gt;</code></td></tr><tr><td><a href="/docs/databases/dynamodb">Amazon DynamoDB</a></td><td><code>pip install pydynamodb</code></td><td><code>dynamodb://{access_key_id}:{secret_access_key}@dynamodb.{region_name}.amazonaws.com?connector=superset</code></td></tr><tr><td><a href="/docs/databases/redshift">Amazon Redshift</a></td><td><code>pip install sqlalchemy-redshift</code></td><td><code> redshift+psycopg2://&lt;userName&gt;:&lt;DBPassword&gt;@&lt;AWS End Point&gt;:5439/&lt;Database Name&gt;</code></td></tr><tr><td><a href="/docs/databases/drill">Apache Drill</a></td><td><code>pip install sqlalchemy-drill</code></td><td><code>drill+sadrill:// For JDBC drill+jdbc://</code></td></tr><tr><td><a href="/docs/databases/druid">Apache Druid</a></td><td><code>pip install pydruid</code></td><td><code>druid://&lt;User&gt;:&lt;password&gt;@&lt;Host&gt;:&lt;Port-default-9088&gt;/druid/v2/sql</code></td></tr><tr><td><a href="/docs/databases/hive">Apache Hive</a></td><td><code>pip install pyhive</code></td><td><code>hive://hive@{hostname}:{port}/{database}</code></td></tr><tr><td><a href="/docs/databases/impala">Apache Impala</a></td><td><code>pip install impyla</code></td><td><code>impala://{hostname}:{port}/{database}</code></td></tr><tr><td><a href="/docs/databases/kylin">Apache Kylin</a></td><td><code>pip install kylinpy</code></td><td><code>kylin://&lt;username&gt;:&lt;password&gt;@&lt;hostname&gt;:&lt;port&gt;/&lt;project&gt;?&lt;param1&gt;=&lt;value1&gt;&amp;&lt;param2&gt;=&lt;value2&gt;</code></td></tr><tr><td><a href="/docs/databases/pinot">Apache Pinot</a></td><td><code>pip install pinotdb</code></td><td><code>pinot://BROKER:5436/query?server=http://CONTROLLER:5983/</code></td></tr><tr><td><a href="/docs/databases/solr">Apache Solr</a></td><td><code>pip install sqlalchemy-solr</code></td><td><code>solr://{username}:{password}@{hostname}:{port}/{server_path}/{collection}</code></td></tr><tr><td><a href="/docs/databases/spark-sql">Apache Spark SQL</a></td><td><code>pip install pyhive</code></td><td><code>hive://hive@{hostname}:{port}/{database}</code></td></tr><tr><td><a href="/docs/databases/ascend">Ascend.io</a></td><td><code>pip install impyla</code></td><td><code>ascend://{username}:{password}@{hostname}:{port}/{database}?auth_mechanism=PLAIN;use_ssl=true</code></td></tr><tr><td><a href="/docs/databases/sql-server">Azure MS SQL</a></td><td><code>pip install pymssql</code></td><td><code>mssql+pymssql://UserName@presetSQL:TestPassword@presetSQL.database.windows.net:1433/TestSchema</code></td></tr><tr><td><a href="/docs/databases/bigquery">Big Query</a></td><td><code>pip install sqlalchemy-bigquery</code></td><td><code>bigquery://{project_id}</code></td></tr><tr><td><a href="/docs/databases/clickhouse">ClickHouse</a></td><td><code>pip install clickhouse-connect</code></td><td><code>clickhousedb://{username}:{password}@{hostname}:{port}/{database}</code></td></tr><tr><td><a href="/docs/databases/cockroachdb">CockroachDB</a></td><td><code>pip install cockroachdb</code></td><td><code>cockroachdb://root@{hostname}:{port}/{database}?sslmode=disable</code></td></tr><tr><td><a href="/docs/databases/dremio">Dremio</a></td><td><code>pip install sqlalchemy_dremio</code></td><td><code>dremio://user:pwd@host:31010/</code></td></tr><tr><td><a href="/docs/databases/elasticsearch">Elasticsearch</a></td><td><code>pip install elasticsearch-dbapi</code></td><td><code>elasticsearch+http://{user}:{password}@{host}:9200/</code></td></tr><tr><td><a href="/docs/databases/exasol">Exasol</a></td><td><code>pip install sqlalchemy-exasol</code></td><td><code>exa+pyodbc://{username}:{password}@{hostname}:{port}/my_schema?CONNECTIONLCALL=en_US.UTF-8&amp;driver=EXAODBC</code></td></tr><tr><td><a href="/docs/databases/google-sheets">Google Sheets</a></td><td><code>pip install shillelagh[gsheetsapi]</code></td><td><code>gsheets://</code></td></tr><tr><td><a href="/docs/databases/firebolt">Firebolt</a></td><td><code>pip install firebolt-sqlalchemy</code></td><td><code>firebolt://{client_id}:{client_secret}@{database}/{engine_name}?account_name={name}</code></td></tr><tr><td><a href="/docs/databases/hologres">Hologres</a></td><td><code>pip install psycopg2</code></td><td><code>postgresql+psycopg2://&lt;UserName&gt;:&lt;DBPassword&gt;@&lt;Database Host&gt;/&lt;Database Name&gt;</code></td></tr><tr><td><a href="/docs/databases/ibm-db2">IBM Db2</a></td><td><code>pip install ibm_db_sa</code></td><td><code>db2+ibm_db://</code></td></tr><tr><td><a href="/docs/databases/netezza">IBM Netezza Performance Server</a></td><td><code>pip install nzalchemy</code></td><td><code>netezza+nzpy://&lt;UserName&gt;:&lt;DBPassword&gt;@&lt;Database Host&gt;/&lt;Database Name&gt;</code></td></tr><tr><td><a href="/docs/databases/mysql">MySQL</a></td><td><code>pip install mysqlclient</code></td><td><code>mysql://&lt;UserName&gt;:&lt;DBPassword&gt;@&lt;Database Host&gt;/&lt;Database Name&gt;</code></td></tr><tr><td><a href="/docs/databases/oracle">Oracle</a></td><td><code>pip install cx_Oracle</code></td><td><code>oracle://</code></td></tr><tr><td><a href="/docs/databases/postgres">PostgreSQL</a></td><td><code>pip install psycopg2</code></td><td><code>postgresql://&lt;UserName&gt;:&lt;DBPassword&gt;@&lt;Database Host&gt;/&lt;Database Name&gt;</code></td></tr><tr><td><a href="/docs/databases/presto">Presto</a></td><td><code>pip install pyhive</code></td><td><code>presto://</code></td></tr><tr><td><a href="/docs/databases/rockset">Rockset</a></td><td><code>pip install rockset-sqlalchemy</code></td><td><code>rockset://&lt;api_key&gt;:@&lt;api_server&gt;</code></td></tr><tr><td><a href="/docs/databases/hana">SAP Hana</a></td><td><code>pip install hdbcli sqlalchemy-hana or pip install apache-superset[hana]</code></td><td><code>hana://{username}:{password}@{host}:{port}</code></td></tr><tr><td><a href="/docs/databases/starrocks">StarRocks</a></td><td><code>pip install starrocks</code></td><td><code>starrocks://&lt;User&gt;:&lt;Password&gt;@&lt;Host&gt;:&lt;Port&gt;/&lt;Catalog&gt;.&lt;Database&gt;</code></td></tr><tr><td><a href="/docs/databases/snowflake">Snowflake</a></td><td><code>pip install snowflake-sqlalchemy</code></td><td><code>snowflake://{user}:{password}@{account}.{region}/{database}?role={role}&amp;warehouse={warehouse}</code></td></tr><tr><td>SQLite</td><td>No additional library needed</td><td><code>sqlite://path/to/file.db?check_same_thread=false</code></td></tr><tr><td><a href="/docs/databases/sql-server">SQL Server</a></td><td><code>pip install pymssql</code></td><td><code>mssql+pymssql://</code></td></tr><tr><td><a href="/docs/databases/teradata">Teradata</a></td><td><code>pip install teradatasqlalchemy</code></td><td><code>teradatasql://{user}:{password}@{host}</code></td></tr><tr><td><a href="/docs/databases/timescaledb">TimescaleDB</a></td><td><code>pip install psycopg2</code></td><td><code>postgresql://&lt;UserName&gt;:&lt;DBPassword&gt;@&lt;Database Host&gt;:&lt;Port&gt;/&lt;Database Name&gt;</code></td></tr><tr><td><a href="/docs/databases/trino">Trino</a></td><td><code>pip install trino</code></td><td><code>trino://{username}:{password}@{hostname}:{port}/{catalog}</code></td></tr><tr><td><a href="/docs/databases/vertica">Vertica</a></td><td><code>pip install sqlalchemy-vertica-python</code></td><td><code>vertica+vertica_python://&lt;UserName&gt;:&lt;DBPassword&gt;@&lt;Database Host&gt;/&lt;Database Name&gt;</code></td></tr><tr><td><a href="/docs/databases/yugabytedb">YugabyteDB</a></td><td><code>pip install psycopg2</code></td><td><code>postgresql://&lt;UserName&gt;:&lt;DBPassword&gt;@&lt;Database Host&gt;/&lt;Database Name&gt;</code></td></tr></tbody></table><hr><p>Note that many other databases are supported, the main criteria being the existence of a functional
+as well as the packages needed to connect to the databases you want to access through Superset.</p><p>Some of the recommended packages are shown below. Please refer to
+<a href="https://github.com/apache/superset/blob/master/pyproject.toml" target="_blank" rel="noopener noreferrer">pyproject.toml</a> for the versions that
+are compatible with Superset.</p><table><thead><tr><th>Database</th><th>PyPI package</th><th>Connection String</th></tr></thead><tbody><tr><td><a href="/docs/databases/athena">Amazon Athena</a></td><td><code>pip install pyathena[pandas]</code> , <code>pip install PyAthenaJDBC</code></td><td><code>awsathena+rest://{aws_access_key_id}:{aws_secret_access_key}@athena.{region_name}.amazonaws.com/{schema_name}?s3_staging_dir={s3_staging_dir}&amp;... </code></td></tr><tr><td><a href="/docs/databases/doris">Apache Doris</a></td><td><code>pip install pydoris</code></td><td><code>doris://&lt;User&gt;:&lt;Password&gt;@&lt;Host&gt;:&lt;Port&gt;/&lt;Catalog&gt;.&lt;Database&gt;</code></td></tr><tr><td><a href="/docs/databases/dynamodb">Amazon DynamoDB</a></td><td><code>pip install pydynamodb</code></td><td><code>dynamodb://{access_key_id}:{secret_access_key}@dynamodb.{region_name}.amazonaws.com?connector=superset</code></td></tr><tr><td><a href="/docs/databases/redshift">Amazon Redshift</a></td><td><code>pip install sqlalchemy-redshift</code></td><td><code> redshift+psycopg2://&lt;userName&gt;:&lt;DBPassword&gt;@&lt;AWS End Point&gt;:5439/&lt;Database Name&gt;</code></td></tr><tr><td><a href="/docs/databases/drill">Apache Drill</a></td><td><code>pip install sqlalchemy-drill</code></td><td><code>drill+sadrill:// For JDBC drill+jdbc://</code></td></tr><tr><td><a href="/docs/databases/druid">Apache Druid</a></td><td><code>pip install pydruid</code></td><td><code>druid://&lt;User&gt;:&lt;password&gt;@&lt;Host&gt;:&lt;Port-default-9088&gt;/druid/v2/sql</code></td></tr><tr><td><a href="/docs/databases/hive">Apache Hive</a></td><td><code>pip install pyhive</code></td><td><code>hive://hive@{hostname}:{port}/{database}</code></td></tr><tr><td><a href="/docs/databases/impala">Apache Impala</a></td><td><code>pip install impyla</code></td><td><code>impala://{hostname}:{port}/{database}</code></td></tr><tr><td><a href="/docs/databases/kylin">Apache Kylin</a></td><td><code>pip install kylinpy</code></td><td><code>kylin://&lt;username&gt;:&lt;password&gt;@&lt;hostname&gt;:&lt;port&gt;/&lt;project&gt;?&lt;param1&gt;=&lt;value1&gt;&amp;&lt;param2&gt;=&lt;value2&gt;</code></td></tr><tr><td><a href="/docs/databases/pinot">Apache Pinot</a></td><td><code>pip install pinotdb</code></td><td><code>pinot://BROKER:5436/query?server=http://CONTROLLER:5983/</code></td></tr><tr><td><a href="/docs/databases/solr">Apache Solr</a></td><td><code>pip install sqlalchemy-solr</code></td><td><code>solr://{username}:{password}@{hostname}:{port}/{server_path}/{collection}</code></td></tr><tr><td><a href="/docs/databases/spark-sql">Apache Spark SQL</a></td><td><code>pip install pyhive</code></td><td><code>hive://hive@{hostname}:{port}/{database}</code></td></tr><tr><td><a href="/docs/databases/ascend">Ascend.io</a></td><td><code>pip install impyla</code></td><td><code>ascend://{username}:{password}@{hostname}:{port}/{database}?auth_mechanism=PLAIN;use_ssl=true</code></td></tr><tr><td><a href="/docs/databases/sql-server">Azure MS SQL</a></td><td><code>pip install pymssql</code></td><td><code>mssql+pymssql://UserName@presetSQL:TestPassword@presetSQL.database.windows.net:1433/TestSchema</code></td></tr><tr><td><a href="/docs/databases/bigquery">Big Query</a></td><td><code>pip install sqlalchemy-bigquery</code></td><td><code>bigquery://{project_id}</code></td></tr><tr><td><a href="/docs/databases/clickhouse">ClickHouse</a></td><td><code>pip install clickhouse-connect</code></td><td><code>clickhousedb://{username}:{password}@{hostname}:{port}/{database}</code></td></tr><tr><td><a href="/docs/databases/cockroachdb">CockroachDB</a></td><td><code>pip install cockroachdb</code></td><td><code>cockroachdb://root@{hostname}:{port}/{database}?sslmode=disable</code></td></tr><tr><td><a href="/docs/databases/dremio">Dremio</a></td><td><code>pip install sqlalchemy_dremio</code></td><td><code>dremio://user:pwd@host:31010/</code></td></tr><tr><td><a href="/docs/databases/elasticsearch">Elasticsearch</a></td><td><code>pip install elasticsearch-dbapi</code></td><td><code>elasticsearch+http://{user}:{password}@{host}:9200/</code></td></tr><tr><td><a href="/docs/databases/exasol">Exasol</a></td><td><code>pip install sqlalchemy-exasol</code></td><td><code>exa+pyodbc://{username}:{password}@{hostname}:{port}/my_schema?CONNECTIONLCALL=en_US.UTF-8&amp;driver=EXAODBC</code></td></tr><tr><td><a href="/docs/databases/google-sheets">Google Sheets</a></td><td><code>pip install shillelagh[gsheetsapi]</code></td><td><code>gsheets://</code></td></tr><tr><td><a href="/docs/databases/firebolt">Firebolt</a></td><td><code>pip install firebolt-sqlalchemy</code></td><td><code>firebolt://{client_id}:{client_secret}@{database}/{engine_name}?account_name={name}</code></td></tr><tr><td><a href="/docs/databases/hologres">Hologres</a></td><td><code>pip install psycopg2</code></td><td><code>postgresql+psycopg2://&lt;UserName&gt;:&lt;DBPassword&gt;@&lt;Database Host&gt;/&lt;Database Name&gt;</code></td></tr><tr><td><a href="/docs/databases/ibm-db2">IBM Db2</a></td><td><code>pip install ibm_db_sa</code></td><td><code>db2+ibm_db://</code></td></tr><tr><td><a href="/docs/databases/netezza">IBM Netezza Performance Server</a></td><td><code>pip install nzalchemy</code></td><td><code>netezza+nzpy://&lt;UserName&gt;:&lt;DBPassword&gt;@&lt;Database Host&gt;/&lt;Database Name&gt;</code></td></tr><tr><td><a href="/docs/databases/mysql">MySQL</a></td><td><code>pip install mysqlclient</code></td><td><code>mysql://&lt;UserName&gt;:&lt;DBPassword&gt;@&lt;Database Host&gt;/&lt;Database Name&gt;</code></td></tr><tr><td><a href="/docs/databases/oracle">Oracle</a></td><td><code>pip install cx_Oracle</code></td><td><code>oracle://</code></td></tr><tr><td><a href="/docs/databases/postgres">PostgreSQL</a></td><td><code>pip install psycopg2</code></td><td><code>postgresql://&lt;UserName&gt;:&lt;DBPassword&gt;@&lt;Database Host&gt;/&lt;Database Name&gt;</code></td></tr><tr><td><a href="/docs/databases/presto">Presto</a></td><td><code>pip install pyhive</code></td><td><code>presto://</code></td></tr><tr><td><a href="/docs/databases/rockset">Rockset</a></td><td><code>pip install rockset-sqlalchemy</code></td><td><code>rockset://&lt;api_key&gt;:@&lt;api_server&gt;</code></td></tr><tr><td><a href="/docs/databases/hana">SAP Hana</a></td><td><code>pip install hdbcli sqlalchemy-hana or pip install apache-superset[hana]</code></td><td><code>hana://{username}:{password}@{host}:{port}</code></td></tr><tr><td><a href="/docs/databases/starrocks">StarRocks</a></td><td><code>pip install starrocks</code></td><td><code>starrocks://&lt;User&gt;:&lt;Password&gt;@&lt;Host&gt;:&lt;Port&gt;/&lt;Catalog&gt;.&lt;Database&gt;</code></td></tr><tr><td><a href="/docs/databases/snowflake">Snowflake</a></td><td><code>pip install snowflake-sqlalchemy</code></td><td><code>snowflake://{user}:{password}@{account}.{region}/{database}?role={role}&amp;warehouse={warehouse}</code></td></tr><tr><td>SQLite</td><td>No additional library needed</td><td><code>sqlite://path/to/file.db?check_same_thread=false</code></td></tr><tr><td><a href="/docs/databases/sql-server">SQL Server</a></td><td><code>pip install pymssql</code></td><td><code>mssql+pymssql://</code></td></tr><tr><td><a href="/docs/databases/teradata">Teradata</a></td><td><code>pip install teradatasqlalchemy</code></td><td><code>teradatasql://{user}:{password}@{host}</code></td></tr><tr><td><a href="/docs/databases/timescaledb">TimescaleDB</a></td><td><code>pip install psycopg2</code></td><td><code>postgresql://&lt;UserName&gt;:&lt;DBPassword&gt;@&lt;Database Host&gt;:&lt;Port&gt;/&lt;Database Name&gt;</code></td></tr><tr><td><a href="/docs/databases/trino">Trino</a></td><td><code>pip install trino</code></td><td><code>trino://{username}:{password}@{hostname}:{port}/{catalog}</code></td></tr><tr><td><a href="/docs/databases/vertica">Vertica</a></td><td><code>pip install sqlalchemy-vertica-python</code></td><td><code>vertica+vertica_python://&lt;UserName&gt;:&lt;DBPassword&gt;@&lt;Database Host&gt;/&lt;Database Name&gt;</code></td></tr><tr><td><a href="/docs/databases/yugabytedb">YugabyteDB</a></td><td><code>pip install psycopg2</code></td><td><code>postgresql://&lt;UserName&gt;:&lt;DBPassword&gt;@&lt;Database Host&gt;/&lt;Database Name&gt;</code></td></tr></tbody></table><hr><p>Note that many other databases are supported, the main criteria being the existence of a functional
 SQLAlchemy dialect and Python driver. Searching for the keyword &quot;sqlalchemy + (database name)&quot;
 should help get you to the right place.</p><p>If your database or data engine isn&#x27;t on the list but a SQL interface
 exists, please file an issue on the
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diff --git a/docs/databases/snowflake/index.html b/docs/databases/snowflake/index.html
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diff --git a/docs/databases/solr/index.html b/docs/databases/solr/index.html
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diff --git a/docs/databases/sql-server/index.html b/docs/databases/sql-server/index.html
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diff --git a/docs/databases/teradata/index.html b/docs/databases/teradata/index.html
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diff --git a/docs/installation/async-queries-celery/index.html b/docs/installation/async-queries-celery/index.html
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diff --git a/docs/installation/cache/index.html b/docs/installation/cache/index.html
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diff --git a/docs/installation/configuring-superset/index.html b/docs/installation/configuring-superset/index.html
index a52f03b..e315631 100644
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@@ -9,7 +9,7 @@
 
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diff --git a/docs/installation/docker/index.html b/docs/installation/docker/index.html
index 674e04c..84b0431 100644
--- a/docs/installation/docker/index.html
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@@ -9,7 +9,7 @@
 
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           <!-- telemetry/analytics pixel: -->
           <img referrerpolicy="no-referrer-when-downgrade" src="https://static.scarf.sh/a.png?x-pxid=39ae6855-95fc-4566-86e5-360d542b0a68">
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@@ -9,7 +9,7 @@
 
 <script src="/script/matomo.js"></script>
 <script src="https://www.bugherd.com/sidebarv2.js?apikey=enilpiu7bgexxsnoqfjtxa" async></script><link rel="stylesheet" href="/assets/css/styles.0bab7dfe.css">
-<link rel="preload" href="/assets/js/runtime~main.6798ba20.js" as="script">
+<link rel="preload" href="/assets/js/runtime~main.51d4179f.js" as="script">
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@@ -19,7 +19,11 @@
 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
 latest version of XCode command line tools:</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">xcode-select --install</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>We don&#x27;t recommend using the system installed Python. Instead, first install the
-<a href="https://brew.sh/" target="_blank" rel="noopener noreferrer">homebrew</a> manager and then run 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">brew install readline pkg-config libffi openssl mysql postgresql@14</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 install a recent version of Python. Refer to the <a href="https://github.com/apache/superset/blob/master/setup.py" target="_blank" rel="noopener noreferrer">setup.py</a> file for a list of Python versions officially supported by Superset. We&#x27;d recommend using a Python version manager like <a href="https://github.com/pyenv/pyenv" target="_blank" rel="noopener noreferrer">pyenv</a> (and also <a href="https://github.com/pyenv/pyenv-virtualenv" target="_blank" rel="noopener noreferrer">pyenv-virtualenv</a>).</p><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>To identify the Python version used by the official docker image, see the <a href="https://github.com/apache/superset/blob/master/Dockerfile" target="_blank" rel="noopener noreferrer">Dockerfile</a>. Additional docker images published for newer versions of Python can be found in <a href="https://github.com/apache/superset/blob/master/scripts/build_docker.py" target="_blank" rel="noopener noreferrer">this file</a>.</p></div></div><p>Let&#x27;s also make sure we have the latest version of <code>pip</code> and <code>setuptools</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 --upgrade setuptools 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>Lastly, you may need to set LDFLAGS and CFLAGS for certain Python packages to properly build. You can export these variables with:</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">export LDFLAGS=&quot;-L$(brew --prefix openssl)/lib&quot;</span><br></span><span class="token-line" style="color:#393A34"><span class="token plain">export CFLAGS=&quot;-I$(brew --prefix openssl)/include&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>These will now be available when pip installing requirements.</p><h3 class="anchor anchorWithStickyNavbar_LWe7" id="python-virtual-environment">Python Virtual Environment<a href="#python-virtual-environment" class="hash-link" aria-label="Direct link to Python Virtual Environment" title="Direct link to Python Virtual Environment">​</a></h3><p>We highly recommend installing Superset inside of a virtual environment. Python ships with
+<a href="https://brew.sh/" target="_blank" rel="noopener noreferrer">homebrew</a> manager and then run 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">brew install readline pkg-config libffi openssl mysql postgresql@14</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 install a recent version of Python. Refer to the
+<a href="https://github.com/apache/superset/blob/master/pyproject.toml" target="_blank" rel="noopener noreferrer">pyproject.toml</a> file for a list of Python
+versions officially supported by Superset. We&#x27;d recommend using a Python version manager
+like <a href="https://github.com/pyenv/pyenv" target="_blank" rel="noopener noreferrer">pyenv</a>
+(and also <a href="https://github.com/pyenv/pyenv-virtualenv" target="_blank" rel="noopener noreferrer">pyenv-virtualenv</a>).</p><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>To identify the Python version used by the official docker image, see the <a href="https://github.com/apache/superset/blob/master/Dockerfile" target="_blank" rel="noopener noreferrer">Dockerfile</a>. Additional docker images published for newer versions of Python can be found in <a href="https://github.com/apache/superset/blob/master/scripts/build_docker.py" target="_blank" rel="noopener noreferrer">this file</a>.</p></div></div><p>Let&#x27;s also make sure we have the latest version of <code>pip</code> and <code>setuptools</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 --upgrade setuptools 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>Lastly, you may need to set LDFLAGS and CFLAGS for certain Python packages to properly build. You can export these variables with:</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">export LDFLAGS=&quot;-L$(brew --prefix openssl)/lib&quot;</span><br></span><span class="token-line" style="color:#393A34"><span class="token plain">export CFLAGS=&quot;-I$(brew --prefix openssl)/include&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>These will now be available when pip installing requirements.</p><h3 class="anchor anchorWithStickyNavbar_LWe7" id="python-virtual-environment">Python Virtual Environment<a href="#python-virtual-environment" class="hash-link" aria-label="Direct link to Python Virtual Environment" title="Direct link to Python Virtual Environment">​</a></h3><p>We highly recommend installing Superset inside of a virtual environment. Python ships with
 <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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diff --git a/docs/installation/setup-ssh-tunneling/index.html b/docs/installation/setup-ssh-tunneling/index.html
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diff --git a/docs/installation/upgrading-superset/index.html b/docs/installation/upgrading-superset/index.html
index ff16e44..aa8fc44 100644
--- a/docs/installation/upgrading-superset/index.html
+++ b/docs/installation/upgrading-superset/index.html
@@ -9,7 +9,7 @@
 
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-<link rel="preload" href="/assets/js/runtime~main.6798ba20.js" as="script">
+<link rel="preload" href="/assets/js/runtime~main.51d4179f.js" as="script">
 <link rel="preload" href="/assets/js/main.ec2aff2b.js" as="script">
 </head>
 <body class="navigation-with-keyboard">
@@ -39,7 +39,7 @@
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           </div></div></div></footer></div>
-<script src="/assets/js/runtime~main.6798ba20.js"></script>
+<script src="/assets/js/runtime~main.51d4179f.js"></script>
 <script src="/assets/js/main.ec2aff2b.js"></script>
 </body>
 </html>
\ No newline at end of file
diff --git a/docs/intro/index.html b/docs/intro/index.html
index fd0aaa5..3c94b61 100644
--- a/docs/intro/index.html
+++ b/docs/intro/index.html
@@ -9,7 +9,7 @@
 
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-<link rel="preload" href="/assets/js/runtime~main.6798ba20.js" as="script">
+<link rel="preload" href="/assets/js/runtime~main.51d4179f.js" as="script">
 <link rel="preload" href="/assets/js/main.ec2aff2b.js" as="script">
 </head>
 <body class="navigation-with-keyboard">
@@ -47,7 +47,7 @@
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           </div></div></div></footer></div>
-<script src="/assets/js/runtime~main.6798ba20.js"></script>
+<script src="/assets/js/runtime~main.51d4179f.js"></script>
 <script src="/assets/js/main.ec2aff2b.js"></script>
 </body>
 </html>
\ No newline at end of file
diff --git a/docs/miscellaneous/chart-params/index.html b/docs/miscellaneous/chart-params/index.html
index 41199e6..c67ced4 100644
--- a/docs/miscellaneous/chart-params/index.html
+++ b/docs/miscellaneous/chart-params/index.html
@@ -9,7 +9,7 @@
 
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-<link rel="preload" href="/assets/js/runtime~main.6798ba20.js" as="script">
+<link rel="preload" href="/assets/js/runtime~main.51d4179f.js" as="script">
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 <body class="navigation-with-keyboard">
@@ -37,7 +37,7 @@
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           </div></div></div></footer></div>
-<script src="/assets/js/runtime~main.6798ba20.js"></script>
+<script src="/assets/js/runtime~main.51d4179f.js"></script>
 <script src="/assets/js/main.ec2aff2b.js"></script>
 </body>
 </html>
\ No newline at end of file
diff --git a/docs/miscellaneous/country-map-tools/index.html b/docs/miscellaneous/country-map-tools/index.html
index a512f2c..5d5ce59 100644
--- a/docs/miscellaneous/country-map-tools/index.html
+++ b/docs/miscellaneous/country-map-tools/index.html
@@ -9,7 +9,7 @@
 
 <script src="/script/matomo.js"></script>
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-<link rel="preload" href="/assets/js/runtime~main.6798ba20.js" as="script">
+<link rel="preload" href="/assets/js/runtime~main.51d4179f.js" as="script">
 <link rel="preload" href="/assets/js/main.ec2aff2b.js" as="script">
 </head>
 <body class="navigation-with-keyboard">
@@ -44,7 +44,7 @@
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           </div></div></div></footer></div>
-<script src="/assets/js/runtime~main.6798ba20.js"></script>
+<script src="/assets/js/runtime~main.51d4179f.js"></script>
 <script src="/assets/js/main.ec2aff2b.js"></script>
 </body>
 </html>
\ No newline at end of file
diff --git a/docs/miscellaneous/importing-exporting-datasources/index.html b/docs/miscellaneous/importing-exporting-datasources/index.html
index 29e8428..2dd706c 100644
--- a/docs/miscellaneous/importing-exporting-datasources/index.html
+++ b/docs/miscellaneous/importing-exporting-datasources/index.html
@@ -9,7 +9,7 @@
 
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-<link rel="preload" href="/assets/js/runtime~main.6798ba20.js" as="script">
+<link rel="preload" href="/assets/js/runtime~main.51d4179f.js" as="script">
 <link rel="preload" href="/assets/js/main.ec2aff2b.js" as="script">
 </head>
 <body class="navigation-with-keyboard">
@@ -48,7 +48,7 @@
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           </div></div></div></footer></div>
-<script src="/assets/js/runtime~main.6798ba20.js"></script>
+<script src="/assets/js/runtime~main.51d4179f.js"></script>
 <script src="/assets/js/main.ec2aff2b.js"></script>
 </body>
 </html>
\ No newline at end of file
diff --git a/docs/miscellaneous/issue-codes/index.html b/docs/miscellaneous/issue-codes/index.html
index 415dd50..6e6d581 100644
--- a/docs/miscellaneous/issue-codes/index.html
+++ b/docs/miscellaneous/issue-codes/index.html
@@ -9,7 +9,7 @@
 
 <script src="/script/matomo.js"></script>
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-<link rel="preload" href="/assets/js/runtime~main.6798ba20.js" as="script">
+<link rel="preload" href="/assets/js/runtime~main.51d4179f.js" as="script">
 <link rel="preload" href="/assets/js/main.ec2aff2b.js" as="script">
 </head>
 <body class="navigation-with-keyboard">
@@ -66,7 +66,7 @@
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           </div></div></div></footer></div>
-<script src="/assets/js/runtime~main.6798ba20.js"></script>
+<script src="/assets/js/runtime~main.51d4179f.js"></script>
 <script src="/assets/js/main.ec2aff2b.js"></script>
 </body>
 </html>
\ No newline at end of file
diff --git a/docs/miscellaneous/timezones/index.html b/docs/miscellaneous/timezones/index.html
index 6ad2c79..68b18a5 100644
--- a/docs/miscellaneous/timezones/index.html
+++ b/docs/miscellaneous/timezones/index.html
@@ -9,7 +9,7 @@
 
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-<link rel="preload" href="/assets/js/runtime~main.6798ba20.js" as="script">
+<link rel="preload" href="/assets/js/runtime~main.51d4179f.js" as="script">
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 </head>
 <body class="navigation-with-keyboard">
@@ -37,7 +37,7 @@
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-<script src="/assets/js/runtime~main.6798ba20.js"></script>
+<script src="/assets/js/runtime~main.51d4179f.js"></script>
 <script src="/assets/js/main.ec2aff2b.js"></script>
 </body>
 </html>
\ No newline at end of file
diff --git a/docs/quickstart/index.html b/docs/quickstart/index.html
index 45bfca2..db12d27 100644
--- a/docs/quickstart/index.html
+++ b/docs/quickstart/index.html
@@ -9,7 +9,7 @@
 
 <script src="/script/matomo.js"></script>
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-<link rel="preload" href="/assets/js/runtime~main.6798ba20.js" as="script">
+<link rel="preload" href="/assets/js/runtime~main.51d4179f.js" as="script">
 <link rel="preload" href="/assets/js/main.ec2aff2b.js" as="script">
 </head>
 <body class="navigation-with-keyboard">
@@ -54,7 +54,7 @@
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-<script src="/assets/js/runtime~main.6798ba20.js"></script>
+<script src="/assets/js/runtime~main.51d4179f.js"></script>
 <script src="/assets/js/main.ec2aff2b.js"></script>
 </body>
 </html>
\ No newline at end of file
diff --git a/docs/security/cves/index.html b/docs/security/cves/index.html
index 9f8135f..1aa19c7 100644
--- a/docs/security/cves/index.html
+++ b/docs/security/cves/index.html
@@ -9,7 +9,7 @@
 
 <script src="/script/matomo.js"></script>
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-<link rel="preload" href="/assets/js/runtime~main.6798ba20.js" as="script">
+<link rel="preload" href="/assets/js/runtime~main.51d4179f.js" as="script">
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 </head>
 <body class="navigation-with-keyboard">
@@ -37,7 +37,7 @@
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-<script src="/assets/js/runtime~main.6798ba20.js"></script>
+<script src="/assets/js/runtime~main.51d4179f.js"></script>
 <script src="/assets/js/main.ec2aff2b.js"></script>
 </body>
 </html>
\ No newline at end of file
diff --git a/docs/security/index.html b/docs/security/index.html
index e752d4f..7ad045e 100644
--- a/docs/security/index.html
+++ b/docs/security/index.html
@@ -9,7 +9,7 @@
 
 <script src="/script/matomo.js"></script>
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+<link rel="preload" href="/assets/js/runtime~main.51d4179f.js" as="script">
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 <body class="navigation-with-keyboard">
@@ -136,7 +136,7 @@
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-<script src="/assets/js/runtime~main.6798ba20.js"></script>
+<script src="/assets/js/runtime~main.51d4179f.js"></script>
 <script src="/assets/js/main.ec2aff2b.js"></script>
 </body>
 </html>
\ No newline at end of file
diff --git a/index.html b/index.html
index fd37d8b..7299b92 100644
--- a/index.html
+++ b/index.html
@@ -9,7 +9,7 @@
 
 <script src="/script/matomo.js"></script>
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-<link rel="preload" href="/assets/js/runtime~main.6798ba20.js" as="script">
+<link rel="preload" href="/assets/js/runtime~main.51d4179f.js" as="script">
 <link rel="preload" href="/assets/js/main.ec2aff2b.js" as="script">
 </head>
 <body class="navigation-with-keyboard">
@@ -37,7 +37,7 @@
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           </div></div></div></footer></div>
-<script src="/assets/js/runtime~main.6798ba20.js"></script>
+<script src="/assets/js/runtime~main.51d4179f.js"></script>
 <script src="/assets/js/main.ec2aff2b.js"></script>
 </body>
 </html>
\ No newline at end of file
diff --git a/markdown-page/index.html b/markdown-page/index.html
index 5b94304..87e9611 100644
--- a/markdown-page/index.html
+++ b/markdown-page/index.html
@@ -9,7 +9,7 @@
 
 <script src="/script/matomo.js"></script>
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-<link rel="preload" href="/assets/js/runtime~main.6798ba20.js" as="script">
+<link rel="preload" href="/assets/js/runtime~main.51d4179f.js" as="script">
 <link rel="preload" href="/assets/js/main.ec2aff2b.js" as="script">
 </head>
 <body class="navigation-with-keyboard">
@@ -37,7 +37,7 @@
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           </div></div></div></footer></div>
-<script src="/assets/js/runtime~main.6798ba20.js"></script>
+<script src="/assets/js/runtime~main.51d4179f.js"></script>
 <script src="/assets/js/main.ec2aff2b.js"></script>
 </body>
 </html>
\ No newline at end of file
diff --git a/search/index.html b/search/index.html
index bbbbe00..87113c0 100644
--- a/search/index.html
+++ b/search/index.html
@@ -9,7 +9,7 @@
 
 <script src="/script/matomo.js"></script>
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-<link rel="preload" href="/assets/js/runtime~main.6798ba20.js" as="script">
+<link rel="preload" href="/assets/js/runtime~main.51d4179f.js" as="script">
 <link rel="preload" href="/assets/js/main.ec2aff2b.js" as="script">
 </head>
 <body class="navigation-with-keyboard">
@@ -37,7 +37,7 @@
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-<script src="/assets/js/runtime~main.6798ba20.js"></script>
+<script src="/assets/js/runtime~main.51d4179f.js"></script>
 <script src="/assets/js/main.ec2aff2b.js"></script>
 </body>
 </html>
\ No newline at end of file