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Select your ",(0,r.yg)("strong",{parentName:"p"},"Database"),",\n",(0,r.yg)("strong",{parentName:"p"},"Schema"),", and ",(0,r.yg)("strong",{parentName:"p"},"Table")," using the drop downs that appear. In the following example,\nwe register the ",(0,r.yg)("strong",{parentName:"p"},"cleaned_sales_data")," table from the ",(0,r.yg)("strong",{parentName:"p"},"examples")," database."),(0,r.yg)("img",{src:(0,o.c)("/img/tutorial/tutorial_09_add_new_table.png")}),(0,r.yg)("p",null,"To finish, click the ",(0,r.yg)("strong",{parentName:"p"},"Add")," button in the bottom right corner. You should now see your dataset in the list of datasets."),(0,r.yg)("h3",{id:"customizing-column-properties"},"Customizing column properties"),(0,r.yg)("p",null,"Now that you've registered your dataset, you can configure column properties\nfor how the column should be treated in the Explore workflow:"),(0,r.yg)("ul",null,(0,r.yg)("li",{parentName:"ul"},"Is the column temporal? (should it be used for slicing & dicing in time series charts?)"),(0,r.yg)("li",{parentName:"ul"},"Should the column be filterable?"),(0,r.yg)("li",{parentName:"ul"},"Is the column dimensional?"),(0,r.yg)("li",{parentName:"ul"},"If it's a datetime column, how should Superset parse\nthe datetime format? (using the ",(0,r.yg)("a",{parentName:"li",href:"https://en.wikipedia.org/wiki/ISO_8601"},"ISO-8601 string pattern"),")")),(0,r.yg)("img",{src:(0,o.c)("/img/tutorial/tutorial_column_properties.png")}),(0,r.yg)("h3",{id:"superset-semantic-layer"},"Superset semantic layer"),(0,r.yg)("p",null,"Superset has a thin semantic layer that adds many quality of life improvements for analysts.\nThe Superset semantic layer can store 2 types of computed data:"),(0,r.yg)("ol",null,(0,r.yg)("li",{parentName:"ol"},"Virtual metrics: you can write SQL queries that aggregate values\nfrom multiple column (e.g. ",(0,r.yg)("inlineCode",{parentName:"li"},"SUM(recovered) / SUM(confirmed)"),") and make them\navailable as columns for (e.g. ",(0,r.yg)("inlineCode",{parentName:"li"},"recovery_rate"),") visualization in Explore.\nAggregate functions are allowed and encouraged for metrics.")),(0,r.yg)("img",{src:(0,o.c)("/img/tutorial/tutorial_sql_metric.png")}),(0,r.yg)("p",null,"You can also certify metrics if you'd like for your team in this view."),(0,r.yg)("ol",{start:2},(0,r.yg)("li",{parentName:"ol"},"Virtual calculated columns: you can write SQL queries that\ncustomize the appearance and behavior\nof a specific column (e.g. ",(0,r.yg)("inlineCode",{parentName:"li"},"CAST(recovery_rate) as float"),").\nAggregate functions aren't allowed in calculated columns.")),(0,r.yg)("img",{src:(0,o.c)("/img/tutorial/tutorial_calculated_column.png")}),(0,r.yg)("h3",{id:"creating-charts-in-explore-view"},"Creating charts in Explore view"),(0,r.yg)("p",null,"Superset has 2 main interfaces for exploring data:"),(0,r.yg)("ul",null,(0,r.yg)("li",{parentName:"ul"},(0,r.yg)("strong",{parentName:"li"},"Explore"),": no-code viz builder. Select your dataset, select the chart,\ncustomize the appearance, and publish."),(0,r.yg)("li",{parentName:"ul"},(0,r.yg)("strong",{parentName:"li"},"SQL Lab"),": SQL IDE for cleaning, joining, and preparing data for Explore workflow")),(0,r.yg)("p",null,"We'll focus on the Explore view for creating charts right now.\nTo start the Explore workflow from the ",(0,r.yg)("strong",{parentName:"p"},"Datasets")," tab, start by clicking the name\nof the dataset that will be powering your chart."),(0,r.yg)("img",{src:(0,o.c)("/img/tutorial/tutorial_launch_explore.png")}),(0,r.yg)("br",null),(0,r.yg)("br",null),(0,r.yg)("p",null,"You're now presented with a powerful workflow for exploring data and iterating on charts."),(0,r.yg)("ul",null,(0,r.yg)("li",{parentName:"ul"},"The ",(0,r.yg)("strong",{parentName:"li"},"Dataset")," view on the left-hand side has a list of columns and metrics,\nscoped to the current dataset you selected."),(0,r.yg)("li",{parentName:"ul"},"The ",(0,r.yg)("strong",{parentName:"li"},"Data")," preview below the chart area also gives you helpful data context."),(0,r.yg)("li",{parentName:"ul"},"Using the ",(0,r.yg)("strong",{parentName:"li"},"Data")," tab and ",(0,r.yg)("strong",{parentName:"li"},"Customize")," tabs, you can change the visualization type,\nselect the temporal column, select the metric to group by, and customize\nthe aesthetics of the chart.")),(0,r.yg)("p",null,"As you customize your chart using drop-down menus, make sure to click the ",(0,r.yg)("strong",{parentName:"p"},"Run")," button\nto get visual feedback."),(0,r.yg)("img",{src:(0,o.c)("/img/tutorial/tutorial_explore_run.jpg")}),(0,r.yg)("p",null,"In the following screenshot, we craft a grouped Time-series Bar Chart to visualize\nour quarterly sales data by product line just by clicking options in drop-down menus."),(0,r.yg)("img",{src:(0,o.c)("/img/tutorial/tutorial_explore_settings.jpg")}),(0,r.yg)("h3",{id:"creating-a-slice-and-dashboard"},"Creating a slice and dashboard"),(0,r.yg)("p",null,"To save your chart, first click the ",(0,r.yg)("strong",{parentName:"p"},"Save")," button. You can either:"),(0,r.yg)("ul",null,(0,r.yg)("li",{parentName:"ul"},"Save your chart and add it to an existing dashboard"),(0,r.yg)("li",{parentName:"ul"},"Save your chart and add it to a new dashboard")),(0,r.yg)("p",null,'In the following screenshot, we save the chart to a new "Superset Duper Sales Dashboard":'),(0,r.yg)("img",{src:(0,o.c)("/img/tutorial/tutorial_save_slice.png")}),(0,r.yg)("p",null,"To publish, click ",(0,r.yg)("strong",{parentName:"p"},"Save and goto Dashboard"),"."),(0,r.yg)("p",null,"Behind the scenes, Superset will create a slice and store all the information needed\nto create your chart in its thin data layer\n(the query, chart type, options selected, name, etc)."),(0,r.yg)("img",{src:(0,o.c)("/img/tutorial/tutorial_first_dashboard.png"),style:{width:"100%",maxWidth:"500px"}}),(0,r.yg)("p",null," To resize the chart, start by clicking the Edit Dashboard button in the top right corner."),(0,r.yg)("img",{src:(0,o.c)("/img/tutorial/tutorial_edit_button.png"),width:"300"}),(0,r.yg)("p",null,"Then, click and drag the bottom right corner of the chart until the chart layout snaps\ninto a position you like onto the underlying grid."),(0,r.yg)("img",{src:(0,o.c)("/img/tutorial/tutorial_chart_resize.png"),style:{width:"100%",maxWidth:"500px"}}),(0,r.yg)("p",null," Click ",(0,r.yg)("strong",{parentName:"p"},"Save")," to persist the changes."),(0,r.yg)("p",null,"Congrats! You\u2019ve successfully linked, analyzed, and visualized data in Superset. There are a wealth\nof other table configuration and visualization options, so please start exploring and creating\nslices and dashboards of your own"),(0,r.yg)("p",null,"\u05bf"),(0,r.yg)("h3",{id:"manage-access-to-dashboards"},"Manage access to Dashboards"),(0,r.yg)("p",null,"Access to dashboards is managed via owners (users that have edit permissions to the dashboard)"),(0,r.yg)("p",null,"Non-owner users access can be managed two different ways:"),(0,r.yg)("ol",null,(0,r.yg)("li",{parentName:"ol"},"Dataset permissions - if you add to the relevant role permissions to datasets it automatically grants implicit access to all dashboards that uses those permitted datasets"),(0,r.yg)("li",{parentName:"ol"},"Dashboard roles - if you enable ",(0,r.yg)("strong",{parentName:"li"},"DASHBOARD_RBAC")," ",(0,r.yg)("a",{parentName:"li",href:"/docs/installation/configuring-superset#feature-flags"},"feature flag")," then you be able to manage which roles can access the dashboard",(0,r.yg)("ul",{parentName:"li"},(0,r.yg)("li",{parentName:"ul"},"Granting a role access to a dashboard will bypass dataset level checks. Having dashboard access implicitly grants read access to all the featured charts in the dashboard, and thereby also all the associated datasets."),(0,r.yg)("li",{parentName:"ul"},"If no roles are specified for a dashboard, regular ",(0,r.yg)("strong",{parentName:"li"},"Dataset permissions")," will apply.")))),(0,r.yg)("img",{src:(0,o.c)("/img/tutorial/tutorial_dashboard_access.png")}),(0,r.yg)("h3",{id:"customizing-dashboard"},"Customizing dashboard"),(0,r.yg)("p",null,"The following URL parameters can be used to modify how the dashboard is rendered:"),(0,r.yg)("ul",null,(0,r.yg)("li",{parentName:"ul"},(0,r.yg)("inlineCode",{parentName:"li"},"standalone"),":",(0,r.yg)("ul",{parentName:"li"},(0,r.yg)("li",{parentName:"ul"},(0,r.yg)("inlineCode",{parentName:"li"},"0")," (default): dashboard is displayed normally"),(0,r.yg)("li",{parentName:"ul"},(0,r.yg)("inlineCode",{parentName:"li"},"1"),": Top Navigation is hidden"),(0,r.yg)("li",{parentName:"ul"},(0,r.yg)("inlineCode",{parentName:"li"},"2"),": Top Navigation + title is hidden"),(0,r.yg)("li",{parentName:"ul"},(0,r.yg)("inlineCode",{parentName:"li"},"3"),": Top Navigation + title + top level tabs are hidden"))),(0,r.yg)("li",{parentName:"ul"},(0,r.yg)("inlineCode",{parentName:"li"},"show_filters"),":",(0,r.yg)("ul",{parentName:"li"},(0,r.yg)("li",{parentName:"ul"},(0,r.yg)("inlineCode",{parentName:"li"},"0"),": render dashboard without Filter Bar"),(0,r.yg)("li",{parentName:"ul"},(0,r.yg)("inlineCode",{parentName:"li"},"1")," (default): render dashboard with Filter Bar if native filters are enabled"))),(0,r.yg)("li",{parentName:"ul"},(0,r.yg)("inlineCode",{parentName:"li"},"expand_filters"),":",(0,r.yg)("ul",{parentName:"li"},(0,r.yg)("li",{parentName:"ul"},"(default): render dashboard with Filter Bar expanded if there are native filters"),(0,r.yg)("li",{parentName:"ul"},(0,r.yg)("inlineCode",{parentName:"li"},"0"),": render dashboard with Filter Bar collapsed"),(0,r.yg)("li",{parentName:"ul"},(0,r.yg)("inlineCode",{parentName:"li"},"1"),": render dashboard with Filter Bar expanded")))),(0,r.yg)("p",null,"For example, when running the local development build, the following will disable the\nTop Nav and remove the Filter Bar:\n",(0,r.yg)("inlineCode",{parentName:"p"},"http://localhost:8088/superset/dashboard/my-dashboard/?standalone=1&show_filters=0")))}p.isMDXComponent=!0}}]);
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In addition to this site, ",(0,r.yg)("a",{parentName:"p",href:"http://preset.io/"},"Preset.io")," maintains an updated set of end-user\ndocumentation at ",(0,r.yg)("a",{parentName:"p",href:"https://docs.preset.io/"},"docs.preset.io"),"."),(0,r.yg)("p",null,"This tutorial targets someone who wants to create charts and dashboards in Superset. We\u2019ll show you\nhow to connect Superset to a new database and configure a table in that database for analysis.\nYou\u2019ll also explore the data you\u2019ve exposed and add a visualization to a dashboard so that you get a\nfeel for the end-to-end user experience."),(0,r.yg)("h3",{id:"connecting-to-a-new-database"},"Connecting to a new database"),(0,r.yg)("p",null,"Superset itself doesn't have a storage layer to store your data but instead pairs with\nyour existing SQL-speaking database or data store."),(0,r.yg)("p",null,"First things first, we need to add the connection credentials to your database to be able\nto query and visualize data from it. If you're using Superset locally via\n",(0,r.yg)("a",{parentName:"p",href:"/docs/installation/installing-superset-using-docker-compose"},"Docker compose"),", you can\nskip this step because a Postgres database, named ",(0,r.yg)("strong",{parentName:"p"},"examples"),", is included and\npre-configured in Superset for you."),(0,r.yg)("p",null,"Under the ",(0,r.yg)("strong",{parentName:"p"},"+")," menu in the top right, select Data, and then the ",(0,r.yg)("em",{parentName:"p"},"Connect Database")," option:"),(0,r.yg)("img",{src:(0,o.c)("/img/tutorial/tutorial_01_add_database_connection.png"),width:"600"})," "," ",(0,r.yg)("br",null),(0,r.yg)("br",null),(0,r.yg)("p",null,"Then select your database type in the resulting modal:"),(0,r.yg)("img",{src:(0,o.c)("/img/tutorial/tutorial_02_select_database.png"),width:"600"})," "," ",(0,r.yg)("br",null),(0,r.yg)("br",null),(0,r.yg)("p",null,"Once you've selected a database, you can configure a number of advanced options in this window,\nor for the purposes of this walkthrough, you can click the link below all these fields:"),(0,r.yg)("img",{src:(0,o.c)("/img/tutorial/tutorial_03a_database_connection_string_link.png"),width:"600"})," "," ",(0,r.yg)("br",null),(0,r.yg)("br",null),(0,r.yg)("p",null,"Once you've clicked that link you only need to specify two things (the database name and SQLAlchemy URI):"),(0,r.yg)("img",{src:(0,o.c)("/img/tutorial/tutorial_03b_connection_string_details.png"),width:"600"})," "," ",(0,r.yg)("br",null),(0,r.yg)("br",null),(0,r.yg)("p",null,"As noted in the text below the form, you should refer to the SQLAlchemy documentation on\n",(0,r.yg)("a",{parentName:"p",href:"https://docs.sqlalchemy.org/en/12/core/engines.html#database-urls"},"creating new connection URIs"),"\nfor your target database."),(0,r.yg)("p",null,"Click the ",(0,r.yg)("strong",{parentName:"p"},"Test Connection")," button to confirm things work end to end. If the connection looks good, save the configuration\nby clicking the ",(0,r.yg)("strong",{parentName:"p"},"Connect")," button in the bottom right corner of the modal window:"),(0,r.yg)("p",null,"Congratulations, you've just added a new data source in Superset!"),(0,r.yg)("h3",{id:"registering-a-new-table"},"Registering a new table"),(0,r.yg)("p",null,"Now that you\u2019ve configured a data source, you can select specific tables (called ",(0,r.yg)("strong",{parentName:"p"},"Datasets")," in Superset)\nthat you want exposed in Superset for querying."),(0,r.yg)("p",null,"Navigate to ",(0,r.yg)("strong",{parentName:"p"},"Data \u2023 Datasets")," and select the ",(0,r.yg)("strong",{parentName:"p"},"+ Dataset")," button in the top right corner."),(0,r.yg)("img",{src:(0,o.c)("/img/tutorial/tutorial_08_sources_tables.png")}),(0,r.yg)("p",null,"A modal window should pop up in front of you. Select your ",(0,r.yg)("strong",{parentName:"p"},"Database"),",\n",(0,r.yg)("strong",{parentName:"p"},"Schema"),", and ",(0,r.yg)("strong",{parentName:"p"},"Table")," using the drop downs that appear. In the following example,\nwe register the ",(0,r.yg)("strong",{parentName:"p"},"cleaned_sales_data")," table from the ",(0,r.yg)("strong",{parentName:"p"},"examples")," database."),(0,r.yg)("img",{src:(0,o.c)("/img/tutorial/tutorial_09_add_new_table.png")}),(0,r.yg)("p",null,"To finish, click the ",(0,r.yg)("strong",{parentName:"p"},"Add")," button in the bottom right corner. You should now see your dataset in the list of datasets."),(0,r.yg)("h3",{id:"customizing-column-properties"},"Customizing column properties"),(0,r.yg)("p",null,"Now that you've registered your dataset, you can configure column properties\nfor how the column should be treated in the Explore workflow:"),(0,r.yg)("ul",null,(0,r.yg)("li",{parentName:"ul"},"Is the column temporal? (should it be used for slicing & dicing in time series charts?)"),(0,r.yg)("li",{parentName:"ul"},"Should the column be filterable?"),(0,r.yg)("li",{parentName:"ul"},"Is the column dimensional?"),(0,r.yg)("li",{parentName:"ul"},"If it's a datetime column, how should Superset parse\nthe datetime format? 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index bacc50a..57f9450 100644
--- a/community/index.html
+++ b/community/index.html
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+<link rel="preload" href="/assets/js/runtime~main.136d03a3.js" as="script">
+<link rel="preload" href="/assets/js/main.12e27125.js" as="script">
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-<script src="/assets/js/main.e32ebe23.js"></script>
+<script src="/assets/js/runtime~main.136d03a3.js"></script>
+<script src="/assets/js/main.12e27125.js"></script>
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\ No newline at end of file
diff --git a/docs/api/index.html b/docs/api/index.html
index feb1c85..61beb73 100644
--- a/docs/api/index.html
+++ b/docs/api/index.html
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+<link rel="preload" href="/assets/js/runtime~main.136d03a3.js" as="script">
+<link rel="preload" href="/assets/js/main.12e27125.js" as="script">
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-<script src="/assets/js/runtime~main.bab440c4.js"></script>
-<script src="/assets/js/main.e32ebe23.js"></script>
+<script src="/assets/js/runtime~main.136d03a3.js"></script>
+<script src="/assets/js/main.12e27125.js"></script>
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\ No newline at end of file
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index 677445a..02d8aad 100644
--- a/docs/contributing/contributing-page/index.html
+++ b/docs/contributing/contributing-page/index.html
@@ -18,8 +18,8 @@
 
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+<link rel="preload" href="/assets/js/runtime~main.136d03a3.js" as="script">
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-<script src="/assets/js/runtime~main.bab440c4.js"></script>
-<script src="/assets/js/main.e32ebe23.js"></script>
+<script src="/assets/js/runtime~main.136d03a3.js"></script>
+<script src="/assets/js/main.12e27125.js"></script>
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\ No newline at end of file
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index 63fa720..f6bc24c 100644
--- a/docs/contributing/conventions-and-typing/index.html
+++ b/docs/contributing/conventions-and-typing/index.html
@@ -18,8 +18,8 @@
 
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-<link rel="preload" href="/assets/js/main.e32ebe23.js" as="script">
+<link rel="preload" href="/assets/js/runtime~main.136d03a3.js" as="script">
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-<script src="/assets/js/runtime~main.bab440c4.js"></script>
-<script src="/assets/js/main.e32ebe23.js"></script>
+<script src="/assets/js/runtime~main.136d03a3.js"></script>
+<script src="/assets/js/main.12e27125.js"></script>
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\ No newline at end of file
diff --git a/docs/contributing/creating-viz-plugins/index.html b/docs/contributing/creating-viz-plugins/index.html
index cfbd77f..02eb1ae 100644
--- a/docs/contributing/creating-viz-plugins/index.html
+++ b/docs/contributing/creating-viz-plugins/index.html
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+<link rel="preload" href="/assets/js/runtime~main.136d03a3.js" as="script">
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-<script src="/assets/js/runtime~main.bab440c4.js"></script>
-<script src="/assets/js/main.e32ebe23.js"></script>
+<script src="/assets/js/runtime~main.136d03a3.js"></script>
+<script src="/assets/js/main.12e27125.js"></script>
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\ No newline at end of file
diff --git a/docs/contributing/hooks-and-linting/index.html b/docs/contributing/hooks-and-linting/index.html
index c0ea15d..020fdf5 100644
--- a/docs/contributing/hooks-and-linting/index.html
+++ b/docs/contributing/hooks-and-linting/index.html
@@ -18,8 +18,8 @@
 
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-<link rel="preload" href="/assets/js/main.e32ebe23.js" as="script">
+<link rel="preload" href="/assets/js/runtime~main.136d03a3.js" as="script">
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-<script src="/assets/js/runtime~main.bab440c4.js"></script>
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+<script src="/assets/js/runtime~main.136d03a3.js"></script>
+<script src="/assets/js/main.12e27125.js"></script>
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\ No newline at end of file
diff --git a/docs/contributing/local-backend/index.html b/docs/contributing/local-backend/index.html
index 92050e5..800c0f1 100644
--- a/docs/contributing/local-backend/index.html
+++ b/docs/contributing/local-backend/index.html
@@ -18,8 +18,8 @@
 
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+<link rel="preload" href="/assets/js/runtime~main.136d03a3.js" as="script">
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-<script src="/assets/js/runtime~main.bab440c4.js"></script>
-<script src="/assets/js/main.e32ebe23.js"></script>
+<script src="/assets/js/runtime~main.136d03a3.js"></script>
+<script src="/assets/js/main.12e27125.js"></script>
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diff --git a/docs/contributing/pull-request-guidelines/index.html b/docs/contributing/pull-request-guidelines/index.html
index e367e88..7c38853 100644
--- a/docs/contributing/pull-request-guidelines/index.html
+++ b/docs/contributing/pull-request-guidelines/index.html
@@ -18,8 +18,8 @@
 
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-<link rel="preload" href="/assets/js/runtime~main.bab440c4.js" as="script">
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+<link rel="preload" href="/assets/js/runtime~main.136d03a3.js" as="script">
+<link rel="preload" href="/assets/js/main.12e27125.js" as="script">
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-<script src="/assets/js/runtime~main.bab440c4.js"></script>
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+<script src="/assets/js/runtime~main.136d03a3.js"></script>
+<script src="/assets/js/main.12e27125.js"></script>
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\ No newline at end of file
diff --git a/docs/contributing/style-guide/index.html b/docs/contributing/style-guide/index.html
index 3468602..257039b 100644
--- a/docs/contributing/style-guide/index.html
+++ b/docs/contributing/style-guide/index.html
@@ -18,8 +18,8 @@
 
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+<link rel="preload" href="/assets/js/runtime~main.136d03a3.js" as="script">
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+<script src="/assets/js/runtime~main.136d03a3.js"></script>
+<script src="/assets/js/main.12e27125.js"></script>
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diff --git a/docs/contributing/testing-locally/index.html b/docs/contributing/testing-locally/index.html
index fef3045..1400984 100644
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@@ -18,8 +18,8 @@
 
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diff --git a/docs/contributing/translations/index.html b/docs/contributing/translations/index.html
index 7a42545..fd63619 100644
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+++ b/docs/contributing/translations/index.html
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+<script src="/assets/js/runtime~main.136d03a3.js"></script>
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diff --git a/docs/contributing/types-of-contributions/index.html b/docs/contributing/types-of-contributions/index.html
index 997f9f1..548929c 100644
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+++ b/docs/contributing/types-of-contributions/index.html
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diff --git a/docs/creating-charts-dashboards/creating-your-first-dashboard/index.html b/docs/creating-charts-dashboards/creating-your-first-dashboard/index.html
index e47660d..a8b29d7 100644
--- a/docs/creating-charts-dashboards/creating-your-first-dashboard/index.html
+++ b/docs/creating-charts-dashboards/creating-your-first-dashboard/index.html
@@ -18,8 +18,8 @@
 
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@@ -66,7 +66,7 @@
 of other table configuration and visualization options, so please start exploring and creating
 slices and dashboards of your own</p><p>ֿ</p><h3 class="anchor anchorWithStickyNavbar_LWe7" id="manage-access-to-dashboards">Manage access to Dashboards<a href="#manage-access-to-dashboards" class="hash-link" aria-label="Direct link to Manage access to Dashboards" title="Direct link to Manage access to Dashboards">​</a></h3><p>Access to dashboards is managed via owners (users that have edit permissions to the dashboard)</p><p>Non-owner users access can be managed two different ways:</p><ol><li>Dataset permissions - if you add to the relevant role permissions to datasets it automatically grants implicit access to all dashboards that uses those permitted datasets</li><li>Dashboard roles - if you enable <strong>DASHBOARD_RBAC</strong> <a href="/docs/installation/configuring-superset#feature-flags">feature flag</a> then you be able to manage which roles can access the dashboard<ul><li>Granting a role access to a dashboard will bypass dataset level checks. Having dashboard access implicitly grants read access to all the featured charts in the dashboard, and thereby also all the associated datasets.</li><li>If no roles are specified for a dashboard, regular <strong>Dataset permissions</strong> will apply.</li></ul></li></ol><img loading="lazy" src="/img/tutorial/tutorial_dashboard_access.png" class="img_ev3q"><h3 class="anchor anchorWithStickyNavbar_LWe7" id="customizing-dashboard">Customizing dashboard<a href="#customizing-dashboard" class="hash-link" aria-label="Direct link to Customizing dashboard" title="Direct link to Customizing dashboard">​</a></h3><p>The following URL parameters can be used to modify how the dashboard is rendered:</p><ul><li><code>standalone</code>:<ul><li><code>0</code> (default): dashboard is displayed normally</li><li><code>1</code>: Top Navigation is hidden</li><li><code>2</code>: Top Navigation + title is hidden</li><li><code>3</code>: Top Navigation + title + top level tabs are hidden</li></ul></li><li><code>show_filters</code>:<ul><li><code>0</code>: render dashboard without Filter Bar</li><li><code>1</code> (default): render dashboard with Filter Bar if native filters are enabled</li></ul></li><li><code>expand_filters</code>:<ul><li>(default): render dashboard with Filter Bar expanded if there are native filters</li><li><code>0</code>: render dashboard with Filter Bar collapsed</li><li><code>1</code>: render dashboard with Filter Bar expanded</li></ul></li></ul><p>For example, when running the local development build, the following will disable the
 Top Nav and remove the Filter Bar:
-<code>http://localhost:8088/superset/dashboard/my-dashboard/?standalone=1&amp;show_filters=0</code></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/tree/master/docs/docs/creating-charts-dashboards/creating-your-first-dashboard.mdx" target="_blank" rel="noreferrer noopener" class="theme-edit-this-page"><svg fill="currentColor" height="20" width="20" viewBox="0 0 40 40" class="iconEdit_Z9Sw" aria-hidden="true"><g><path d="m34.5 11.7l-3 3.1-6.3-6.3 3.1-3q0.5-0.5 1.2-0.5t1.1 0.5l3.9 3.9q0.5 0.4 0.5 1.1t-0.5 1.2z m-29.5 17.1l18.4-18.5 6.3 6.3-18.4 18.4h-6.3v-6.2z"></path></g></svg>Edit this page</a></div><div class="col lastUpdated_vwxv"></div></div></footer></article><nav class="pagination-nav docusaurus-mt-lg" aria-label="Docs pages"><a class="pagination-nav__link pagination-nav__link--prev" href="/docs/installation/setup-ssh-tunneling"><div class="pagination-nav__sublabel">Previous</div><div class="pagination-nav__label">Setup SSH Tunneling</div></a><a class="pagination-nav__link pagination-nav__link--next" href="/docs/creating-charts-dashboards/exploring-data"><div class="pagination-nav__sublabel">Next</div><div class="pagination-nav__label">Exploring Data in Superset</div></a></nav></div></div><div class="col col--3"><div class="tableOfContents_bqdL thin-scrollbar theme-doc-toc-desktop"><ul class="table-of-contents table-of-contents__left-border"><li><a href="#creating-your-first-dashboard" class="table-of-contents__link toc-highlight">Creating Your First Dashboard</a><ul><li><a href="#connecting-to-a-new-database" class="table-of-contents__link toc-highlight">Connecting to a new database</a></li><li><a href="#registering-a-new-table" class="table-of-contents__link toc-highlight">Registering a new table</a></li><li><a href="#customizing-column-properties" class="table-of-contents__link toc-highlight">Customizing column properties</a></li><li><a href="#superset-semantic-layer" class="table-of-contents__link toc-highlight">Superset semantic layer</a></li><li><a href="#creating-charts-in-explore-view" class="table-of-contents__link toc-highlight">Creating charts in Explore view</a></li><li><a href="#creating-a-slice-and-dashboard" class="table-of-contents__link toc-highlight">Creating a slice and dashboard</a></li><li><a href="#manage-access-to-dashboards" class="table-of-contents__link toc-highlight">Manage access to Dashboards</a></li><li><a href="#customizing-dashboard" class="table-of-contents__link toc-highlight">Customizing dashboard</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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@@ -88,7 +88,7 @@
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diff --git a/docs/creating-charts-dashboards/exploring-data/index.html b/docs/creating-charts-dashboards/exploring-data/index.html
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diff --git a/docs/databases/ascend/index.html b/docs/databases/ascend/index.html
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@@ -18,8 +18,8 @@
 
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diff --git a/docs/databases/athena/index.html b/docs/databases/athena/index.html
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+++ b/docs/databases/athena/index.html
@@ -18,8 +18,8 @@
 
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diff --git a/docs/databases/bigquery/index.html b/docs/databases/bigquery/index.html
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+++ b/docs/databases/bigquery/index.html
@@ -18,8 +18,8 @@
 
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@@ -52,7 +52,7 @@
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diff --git a/docs/databases/clickhouse/index.html b/docs/databases/clickhouse/index.html
index d565838..8e0d4b4 100644
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+++ b/docs/databases/clickhouse/index.html
@@ -18,8 +18,8 @@
 
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diff --git a/docs/databases/extra-settings/index.html b/docs/databases/extra-settings/index.html
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--- a/docs/databases/extra-settings/index.html
+++ b/docs/databases/extra-settings/index.html
@@ -18,8 +18,8 @@
 
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+<script src="/assets/js/runtime~main.136d03a3.js"></script>
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diff --git a/docs/databases/firebird/index.html b/docs/databases/firebird/index.html
index cf4c5e3..1d43844 100644
--- a/docs/databases/firebird/index.html
+++ b/docs/databases/firebird/index.html
@@ -18,8 +18,8 @@
 
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+<script src="/assets/js/runtime~main.136d03a3.js"></script>
+<script src="/assets/js/main.12e27125.js"></script>
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\ No newline at end of file
diff --git a/docs/databases/firebolt/index.html b/docs/databases/firebolt/index.html
index 330dc54..9094f2d 100644
--- a/docs/databases/firebolt/index.html
+++ b/docs/databases/firebolt/index.html
@@ -18,8 +18,8 @@
 
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+<script src="/assets/js/runtime~main.136d03a3.js"></script>
+<script src="/assets/js/main.12e27125.js"></script>
 </body>
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\ No newline at end of file
diff --git a/docs/databases/google-sheets/index.html b/docs/databases/google-sheets/index.html
index 62c1f15..2a98956 100644
--- a/docs/databases/google-sheets/index.html
+++ b/docs/databases/google-sheets/index.html
@@ -18,8 +18,8 @@
 
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+<script src="/assets/js/runtime~main.136d03a3.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 8b7c719..e4a8258 100644
--- a/docs/databases/hana/index.html
+++ b/docs/databases/hana/index.html
@@ -18,8 +18,8 @@
 
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+<script src="/assets/js/runtime~main.136d03a3.js"></script>
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diff --git a/docs/databases/hive/index.html b/docs/databases/hive/index.html
index 98d7d63..eb5efb1 100644
--- a/docs/databases/hive/index.html
+++ b/docs/databases/hive/index.html
@@ -18,8 +18,8 @@
 
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diff --git a/docs/databases/hologres/index.html b/docs/databases/hologres/index.html
index bc284f3..96bc3bd 100644
--- a/docs/databases/hologres/index.html
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@@ -18,8 +18,8 @@
 
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+<script src="/assets/js/runtime~main.136d03a3.js"></script>
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 </html>
\ No newline at end of file
diff --git a/docs/databases/ibm-db2/index.html b/docs/databases/ibm-db2/index.html
index 5d11e81..c5a9732 100644
--- a/docs/databases/ibm-db2/index.html
+++ b/docs/databases/ibm-db2/index.html
@@ -18,8 +18,8 @@
 
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 </head>
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+<script src="/assets/js/runtime~main.136d03a3.js"></script>
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 </html>
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diff --git a/docs/databases/impala/index.html b/docs/databases/impala/index.html
index e431a20..4a74d68 100644
--- a/docs/databases/impala/index.html
+++ b/docs/databases/impala/index.html
@@ -18,8 +18,8 @@
 
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-<link rel="preload" href="/assets/js/runtime~main.bab440c4.js" as="script">
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+<link rel="preload" href="/assets/js/runtime~main.136d03a3.js" as="script">
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 </head>
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index d8b22ad..01eead4 100644
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+++ b/docs/databases/installing-database-drivers/index.html
@@ -18,8 +18,8 @@
 
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+<link rel="preload" href="/assets/js/runtime~main.136d03a3.js" as="script">
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+<script src="/assets/js/runtime~main.136d03a3.js"></script>
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diff --git a/docs/databases/kusto/index.html b/docs/databases/kusto/index.html
index 8e9ee6b..dff7b8b 100644
--- a/docs/databases/kusto/index.html
+++ b/docs/databases/kusto/index.html
@@ -18,8 +18,8 @@
 
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diff --git a/docs/databases/kylin/index.html b/docs/databases/kylin/index.html
index c77bcf9..fdb1858 100644
--- a/docs/databases/kylin/index.html
+++ b/docs/databases/kylin/index.html
@@ -18,8 +18,8 @@
 
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diff --git a/docs/databases/oracle/index.html b/docs/databases/oracle/index.html
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diff --git a/docs/databases/pinot/index.html b/docs/databases/pinot/index.html
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diff --git a/docs/databases/rockset/index.html b/docs/databases/rockset/index.html
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diff --git a/docs/databases/snowflake/index.html b/docs/databases/snowflake/index.html
index 8e78006..46a3545 100644
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class="breadcrumbs__link">Installation and Configuration</span><meta itemprop="position" content="1"></li><li itemscope="" itemprop="itemListElement" itemtype="https://schema.org/ListItem" class="breadcrumbs__item breadcrumbs__item--active"><span class="breadcrumbs__link" itemprop="name">Alerts and Reports</span><meta itemprop="position" content="2"></li></ul></nav><div class="tocCollapsible_ETCw theme-doc-toc-mobile tocMobile_ITEo"><button type="button" class="clean-btn tocCollapsibleButton_TO0P">On this page</button></div><div class="theme-doc-markdown markdown"><h2 class="anchor anchorWithStickyNavbar_LWe7" id="alerts-and-reports">Alerts and Reports<a href="#alerts-and-reports" class="hash-link" aria-label="Direct link to Alerts and Reports" title="Direct link to Alerts and Reports">​</a></h2><p>Users can configure automated alerts and reports to send dashboards or charts to an email recipient or Slack channel.</p><ul><li><em>Alerts</em> are sent when a SQL condition is reached</li><li><em>Reports</em> are sent on a schedule</li></ul><p>Alerts and reports are disabled by default. To turn them on, you need to do some setup, described here.</p><h3 class="anchor anchorWithStickyNavbar_LWe7" id="requirements">Requirements<a href="#requirements" class="hash-link" aria-label="Direct link to Requirements" title="Direct link to Requirements">​</a></h3><h4 class="anchor anchorWithStickyNavbar_LWe7" id="commons">Commons<a href="#commons" class="hash-link" aria-label="Direct link to Commons" title="Direct link to Commons">​</a></h4><h5 class="anchor anchorWithStickyNavbar_LWe7" id="in-your-superset_configpy-or-superset_config_dockerpy">In your <code>superset_config.py</code> or <code>superset_config_docker.py</code><a href="#in-your-superset_configpy-or-superset_config_dockerpy" class="hash-link" aria-label="Direct link to in-your-superset_configpy-or-superset_config_dockerpy" title="Direct link to in-your-superset_configpy-or-superset_config_dockerpy">​</a></h5><ul><li><code>&quot;ALERT_REPORTS&quot;</code> <a href="/docs/installation/configuring-superset#feature-flags">feature flag</a> must be turned to True.</li><li><code>beat_schedule</code> in CeleryConfig must contain schedule for <code>reports.scheduler</code>.</li><li>At least one of those must be configured, depending on what you want to use:<ul><li>emails: <code>SMTP_*</code> settings</li><li>Slack messages: <code>SLACK_API_TOKEN</code></li></ul></li></ul><h6 class="anchor anchorWithStickyNavbar_LWe7" id="disable-dry-run-mode">Disable dry-run mode<a href="#disable-dry-run-mode" class="hash-link" aria-label="Direct link to Disable dry-run mode" title="Direct link to Disable dry-run mode">​</a></h6><p>Screenshots will be taken but no messages actually sent as long as <code>ALERT_REPORTS_NOTIFICATION_DRY_RUN = True</code>, its default value in <code>docker/pythonpath_dev/superset_config.py</code>.  To disable dry-run mode and start receiving email/Slack notifications, set <code>ALERT_REPORTS_NOTIFICATION_DRY_RUN</code> to <code>False</code> in <a href="https://github.com/apache/superset/blob/master/docker/pythonpath_dev/superset_config.py" target="_blank" rel="noopener noreferrer">superset config</a>.</p><h5 class="anchor anchorWithStickyNavbar_LWe7" id="in-your-dockerfile">In your <code>Dockerfile</code><a href="#in-your-dockerfile" class="hash-link" aria-label="Direct link to in-your-dockerfile" title="Direct link to in-your-dockerfile">​</a></h5><ul><li>You must install a headless browser, for taking screenshots of the charts and dashboards. Only Firefox and Chrome are currently supported.<blockquote><p>If you choose Chrome, you must also change the value of <code>WEBDRIVER_TYPE</code> to <code>&quot;chrome&quot;</code> in your <code>superset_config.py</code>.</p></blockquote></li></ul><p>Note: All the components required (Firefox headless browser, Redis, Postgres db, celery worker and celery beat) are present in the <em>dev</em> docker image if you are following <a href="/docs/installation/installing-superset-using-docker-compose/">Installing Superset Locally</a>.
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href="/docs/security/">Security</a><button aria-label="Toggle the collapsible sidebar category &#x27;Security&#x27;" type="button" class="clean-btn menu__caret"></button></div></li><li class="theme-doc-sidebar-item-link theme-doc-sidebar-item-link-level-1 menu__list-item"><a class="menu__link" href="/docs/api">API</a></li></ul></nav></div></div></aside><main class="docMainContainer_gTbr"><div class="container padding-top--md padding-bottom--lg"><div class="row"><div class="col docItemCol_VOVn"><div class="docItemContainer_Djhp"><article><nav class="theme-doc-breadcrumbs breadcrumbsContainer_Z_bl" aria-label="Breadcrumbs"><ul class="breadcrumbs" itemscope="" itemtype="https://schema.org/BreadcrumbList"><li class="breadcrumbs__item"><a aria-label="Home page" class="breadcrumbs__link" href="/"><svg viewBox="0 0 24 24" class="breadcrumbHomeIcon_YNFT"><path d="M10 19v-5h4v5c0 .55.45 1 1 1h3c.55 0 1-.45 1-1v-7h1.7c.46 0 .68-.57.33-.87L12.67 3.6c-.38-.34-.96-.34-1.34 0l-8.36 7.53c-.34.3-.13.87.33.87H5v7c0 .55.45 1 1 1h3c.55 0 1-.45 1-1z" fill="currentColor"></path></svg></a></li><li class="breadcrumbs__item"><span class="breadcrumbs__link">Installation and Configuration</span><meta itemprop="position" content="1"></li><li itemscope="" itemprop="itemListElement" itemtype="https://schema.org/ListItem" class="breadcrumbs__item breadcrumbs__item--active"><span class="breadcrumbs__link" itemprop="name">Alerts and Reports</span><meta itemprop="position" content="2"></li></ul></nav><div class="tocCollapsible_ETCw theme-doc-toc-mobile tocMobile_ITEo"><button type="button" class="clean-btn tocCollapsibleButton_TO0P">On this page</button></div><div class="theme-doc-markdown markdown"><h2 class="anchor anchorWithStickyNavbar_LWe7" id="alerts-and-reports">Alerts and Reports<a href="#alerts-and-reports" class="hash-link" aria-label="Direct link to Alerts and Reports" title="Direct link to Alerts and Reports">​</a></h2><p>Users can configure automated alerts and reports to send dashboards or charts to an email recipient or Slack channel.</p><ul><li><em>Alerts</em> are sent when a SQL condition is reached</li><li><em>Reports</em> are sent on a schedule</li></ul><p>Alerts and reports are disabled by default. To turn them on, you need to do some setup, described here.</p><h3 class="anchor anchorWithStickyNavbar_LWe7" id="requirements">Requirements<a href="#requirements" class="hash-link" aria-label="Direct link to Requirements" title="Direct link to Requirements">​</a></h3><h4 class="anchor anchorWithStickyNavbar_LWe7" id="commons">Commons<a href="#commons" class="hash-link" aria-label="Direct link to Commons" title="Direct link to Commons">​</a></h4><h5 class="anchor anchorWithStickyNavbar_LWe7" id="in-your-superset_configpy-or-superset_config_dockerpy">In your <code>superset_config.py</code> or <code>superset_config_docker.py</code><a href="#in-your-superset_configpy-or-superset_config_dockerpy" class="hash-link" aria-label="Direct link to in-your-superset_configpy-or-superset_config_dockerpy" title="Direct link to in-your-superset_configpy-or-superset_config_dockerpy">​</a></h5><ul><li><code>&quot;ALERT_REPORTS&quot;</code> <a href="/docs/installation/configuring-superset#feature-flags">feature flag</a> must be turned to True.</li><li><code>beat_schedule</code> in CeleryConfig must contain schedule for <code>reports.scheduler</code>.</li><li>At least one of those must be configured, depending on what you want to use:<ul><li>emails: <code>SMTP_*</code> settings</li><li>Slack messages: <code>SLACK_API_TOKEN</code></li></ul></li></ul><h6 class="anchor anchorWithStickyNavbar_LWe7" id="disable-dry-run-mode">Disable dry-run mode<a href="#disable-dry-run-mode" class="hash-link" aria-label="Direct link to Disable dry-run mode" title="Direct link to Disable dry-run mode">​</a></h6><p>Screenshots will be taken but no messages actually sent as long as <code>ALERT_REPORTS_NOTIFICATION_DRY_RUN = True</code>, its default value in <code>docker/pythonpath_dev/superset_config.py</code>.  To disable dry-run mode and start receiving email/Slack notifications, set <code>ALERT_REPORTS_NOTIFICATION_DRY_RUN</code> to <code>False</code> in <a href="https://github.com/apache/superset/blob/master/docker/pythonpath_dev/superset_config.py" target="_blank" rel="noopener noreferrer">superset config</a>.</p><h5 class="anchor anchorWithStickyNavbar_LWe7" id="in-your-dockerfile">In your <code>Dockerfile</code><a href="#in-your-dockerfile" class="hash-link" aria-label="Direct link to in-your-dockerfile" title="Direct link to in-your-dockerfile">​</a></h5><ul><li>You must install a headless browser, for taking screenshots of the charts and dashboards. Only Firefox and Chrome are currently supported.<blockquote><p>If you choose Chrome, you must also change the value of <code>WEBDRIVER_TYPE</code> to <code>&quot;chrome&quot;</code> in your <code>superset_config.py</code>.</p></blockquote></li></ul><p>Note: All the components required (Firefox headless browser, Redis, Postgres db, celery worker and celery beat) are present in the <em>dev</em> docker image if you are following <a href="/docs/installation/installing-superset-using-docker-compose/">Installing Superset Locally</a>.
 All you need to do is add the required config variables described in this guide (See <code>Detailed Config</code>).</p><p>If you are running a non-dev docker image, e.g., a stable release like <code>apache/superset:2.0.1</code>, that image does not include a headless browser.  Only the <code>superset_worker</code> container needs this headless browser to browse to the target chart or dashboard.
 You can either install and configure the headless browser - see &quot;Custom Dockerfile&quot; section below - or when deploying via <code>docker compose</code>, modify your <code>docker-compose.yml</code> file to use a dev image for the worker container and a stable release image for the <code>superset_app</code> container.</p><p><em>Note</em>: In this context, a &quot;dev image&quot; is the same application software as its corresponding non-dev image, just bundled with additional tools.  So an image like <code>2.0.1-dev</code> is identical to <code>2.0.1</code> when it comes to stability, functionality, and running in production.  The actual &quot;in-development&quot; versions of Superset - cutting-edge and unstable - are not tagged with version numbers on Docker Hub and will display version <code>0.0.0-dev</code> within the Superset UI.</p><h4 class="anchor anchorWithStickyNavbar_LWe7" id="slack-integration">Slack integration<a href="#slack-integration" class="hash-link" aria-label="Direct link to Slack integration" title="Direct link to Slack integration">​</a></h4><p>To send alerts and reports to Slack channels, you need to create a new Slack Application on your workspace.</p><ol><li>Connect to your Slack workspace, then head to <a href="https://api.slack.com/apps" target="_blank" rel="noopener noreferrer">https://api.slack.com/apps</a>.</li><li>Create a new app.</li><li>Go to &quot;OAuth &amp; Permissions&quot; section, and give the following scopes to your app:<ul><li><code>incoming-webhook</code></li><li><code>files:write</code></li><li><code>chat:write</code></li></ul></li><li>At the top of the &quot;OAuth and Permissions&quot; section, click &quot;install to workspace&quot;.</li><li>Select a default channel for your app and continue.
 (You can post to any channel by inviting your Superset app into that channel).</li><li>The app should now be installed in your workspace, and a &quot;Bot User OAuth Access Token&quot; should have been created. Copy that token in the <code>SLACK_API_TOKEN</code> variable of your <code>superset_config.py</code>.</li><li>Restart the service (or run <code>superset init</code>) to pull in the new configuration.</li></ol><p>Note: when you configure an alert or a report, the Slack channel list takes channel names without the leading &#x27;#&#x27; e.g. use <code>alerts</code> instead of <code>#alerts</code>.</p><h4 class="anchor anchorWithStickyNavbar_LWe7" id="kubernetes-specific">Kubernetes-specific<a href="#kubernetes-specific" class="hash-link" aria-label="Direct link to Kubernetes-specific" title="Direct link to Kubernetes-specific">​</a></h4><ul><li>You must have a <code>celery beat</code> pod running. If you&#x27;re using the chart included in the GitHub repository under <a href="https://github.com/apache/superset/tree/master/helm/superset" target="_blank" rel="noopener noreferrer">helm/superset</a>, you need to put <code>supersetCeleryBeat.enabled = true</code> in your values override.</li><li>You can see the dedicated docs about <a href="/docs/installation/running-on-kubernetes">Kubernetes installation</a> for more generic details.</li></ul><h4 class="anchor anchorWithStickyNavbar_LWe7" id="docker-compose-specific">Docker Compose specific<a href="#docker-compose-specific" class="hash-link" aria-label="Direct link to Docker Compose specific" title="Direct link to Docker Compose specific">​</a></h4><h5 class="anchor anchorWithStickyNavbar_LWe7" id="you-must-have-in-your-docker-composeyml">You must have in your <code>docker-compose.yml</code><a href="#you-must-have-in-your-docker-composeyml" class="hash-link" aria-label="Direct link to you-must-have-in-your-docker-composeyml" title="Direct link to you-must-have-in-your-docker-composeyml">​</a></h5><ul><li>A Redis message broker</li><li>PostgreSQL DB instead of SQLlite</li><li>One or more <code>celery worker</code></li><li>A single <code>celery beat</code></li></ul><p>This process also works in a Docker swarm environment, you would just need to add <code>Deploy:</code> to the Superset, Redis and Postgres services along with your specific configs for your swarm.</p><h3 class="anchor anchorWithStickyNavbar_LWe7" id="detailed-config">Detailed config<a href="#detailed-config" class="hash-link" aria-label="Direct link to Detailed config" title="Direct link to Detailed config">​</a></h3><p>The following configurations need to be added to the <code>superset_config.py</code> file. This file is loaded when the image runs, and any configurations in it will override the default configurations found in the <code>config.py</code>.</p><p>You can find documentation about each field in the default <code>config.py</code> in the GitHub repository under <a href="https://github.com/apache/superset/blob/master/superset/config.py" target="_blank" rel="noopener noreferrer">superset/config.py</a>.</p><p>You need to replace default values with your custom Redis, Slack and/or SMTP config.</p><p>Superset uses Celery beat and Celery worker(s) to send alerts and reports.</p><ul><li>The beat is the scheduler that tells the worker when to perform its tasks. This schedule is defined when you create the alert or report.</li><li>The worker will process the  tasks that need to be performed when an alert or report is fired.</li></ul><p>In the <code>CeleryConfig</code>, only the <code>beat_schedule</code> is relevant to this feature, the rest of the <code>CeleryConfig</code> can be changed for your needs.</p><div class="language-python codeBlockContainer_Ckt0 theme-code-block" style="--prism-color:#393A34;--prism-background-color:#f6f8fa"><div class="codeBlockContent_biex"><pre tabindex="0" class="prism-code language-python codeBlock_bY9V thin-scrollbar"><code class="codeBlockLines_e6Vv"><span class="token-line" style="color:#393A34"><span class="token keyword" style="color:#00009f">from</span><span class="token plain"> celery</span><span class="token punctuation" style="color:#393A34">.</span><span class="token plain">schedules </span><span class="token keyword" style="color:#00009f">import</span><span class="token plain"> crontab</span><br></span><span class="token-line" style="color:#393A34"><span class="token plain" style="display:inline-block"></span><br></span><span class="token-line" style="color:#393A34"><span class="token plain">FEATURE_FLAGS </span><span class="token operator" style="color:#393A34">=</span><span class="token plain"> </span><span class="token punctuation" style="color:#393A34">{</span><span class="token plain"></span><br></span><span class="token-line" style="color:#393A34"><span class="token plain">    </span><span class="token string" style="color:#e3116c">&quot;ALERT_REPORTS&quot;</span><span class="token punctuation" style="color:#393A34">:</span><span class="token plain"> </span><span class="token boolean" style="color:#36acaa">True</span><span class="token plain"></span><br></span><span class="token-line" style="color:#393A34"><span class="token plain"></span><span class="token punctuation" style="color:#393A34">}</span><span class="token plain"></span><br></span><span class="token-line" style="color:#393A34"><span class="token plain" style="display:inline-block"></span><br></span><span class="token-line" style="color:#393A34"><span class="token plain">REDIS_HOST </span><span class="token operator" style="color:#393A34">=</span><span class="token plain"> </span><span class="token string" style="color:#e3116c">&quot;superset_cache&quot;</span><span class="token plain"></span><br></span><span class="token-line" style="color:#393A34"><span class="token plain">REDIS_PORT </span><span class="token operator" style="color:#393A34">=</span><span class="token plain"> </span><span class="token string" style="color:#e3116c">&quot;6379&quot;</span><span class="token plain"></span><br></span><span class="token-line" style="color:#393A34"><span class="token plain" style="display:inline-block"></span><br></span><span class="token-line" style="color:#393A34"><span class="token plain"></span><span class="token keyword" style="color:#00009f">class</span><span class="token plain"> </span><span class="token class-name">CeleryConfig</span><span class="token punctuation" style="color:#393A34">:</span><span class="token plain"></span><br></span><span class="token-line" style="color:#393A34"><span class="token plain">    broker_url </span><span class="token operator" style="color:#393A34">=</span><span class="token plain"> </span><span class="token string-interpolation string" style="color:#e3116c">f&quot;redis://</span><span class="token string-interpolation interpolation punctuation" style="color:#393A34">{</span><span class="token string-interpolation interpolation">REDIS_HOST</span><span class="token string-interpolation interpolation punctuation" style="color:#393A34">}</span><span class="token string-interpolation string" style="color:#e3116c">:</span><span class="token string-interpolation interpolation punctuation" style="color:#393A34">{</span><span class="token string-interpolation interpolation">REDIS_PORT</span><span class="token string-interpolation interpolation punctuation" style="color:#393A34">}</span><span class="token string-interpolation string" style="color:#e3116c">/0&quot;</span><span class="token plain"></span><br></span><span class="token-line" style="color:#393A34"><span class="token plain">    imports </span><span class="token operator" style="color:#393A34">=</span><span class="token plain"> </span><span class="token punctuation" style="color:#393A34">(</span><span class="token plain"></span><br></span><span class="token-line" style="color:#393A34"><span class="token plain">        </span><span class="token string" style="color:#e3116c">&quot;superset.sql_lab&quot;</span><span class="token punctuation" style="color:#393A34">,</span><span class="token plain"></span><br></span><span class="token-line" style="color:#393A34"><span class="token plain">        </span><span class="token string" style="color:#e3116c">&quot;superset.tasks.scheduler&quot;</span><span class="token punctuation" style="color:#393A34">,</span><span class="token plain"></span><br></span><span class="token-line" style="color:#393A34"><span class="token plain">    </span><span class="token punctuation" style="color:#393A34">)</span><span class="token plain"></span><br></span><span class="token-line" style="color:#393A34"><span class="token plain">    result_backend </span><span class="token operator" style="color:#393A34">=</span><span class="token plain"> </span><span class="token string-interpolation string" style="color:#e3116c">f&quot;redis://</span><span class="token string-interpolation interpolation punctuation" style="color:#393A34">{</span><span class="token string-interpolation interpolation">REDIS_HOST</span><span class="token string-interpolation interpolation punctuation" style="color:#393A34">}</span><span class="token string-interpolation string" style="color:#e3116c">:</span><span class="token string-interpolation interpolation punctuation" style="color:#393A34">{</span><span class="token string-interpolation interpolation">REDIS_PORT</span><span class="token string-interpolation interpolation punctuation" style="color:#393A34">}</span><span class="token string-interpolation string" style="color:#e3116c">/0&quot;</span><span class="token plain"></span><br></span><span class="token-line" style="color:#393A34"><span class="token plain">    worker_prefetch_multiplier </span><span class="token operator" style="color:#393A34">=</span><span class="token plain"> </span><span class="token number" style="color:#36acaa">10</span><span class="token plain"></span><br></span><span class="token-line" style="color:#393A34"><span class="token plain">    task_acks_late </span><span class="token operator" style="color:#393A34">=</span><span class="token plain"> </span><span class="token boolean" style="color:#36acaa">True</span><span class="token plain"></span><br></span><span class="token-line" style="color:#393A34"><span class="token plain">    task_annotations </span><span class="token operator" style="color:#393A34">=</span><span class="token plain"> </span><span class="token punctuation" style="color:#393A34">{</span><span class="token plain"></span><br></span><span class="token-line" style="color:#393A34"><span class="token plain">        </span><span class="token string" style="color:#e3116c">&quot;sql_lab.get_sql_results&quot;</span><span class="token punctuation" style="color:#393A34">:</span><span class="token plain"> </span><span class="token punctuation" style="color:#393A34">{</span><span class="token plain"></span><br></span><span class="token-line" style="color:#393A34"><span class="token plain">            </span><span class="token string" style="color:#e3116c">&quot;rate_limit&quot;</span><span class="token punctuation" style="color:#393A34">:</span><span class="token plain"> </span><span class="token string" style="color:#e3116c">&quot;100/s&quot;</span><span class="token punctuation" style="color:#393A34">,</span><span class="token plain"></span><br></span><span class="token-line" style="color:#393A34"><span class="token plain">        </span><span class="token punctuation" style="color:#393A34">}</span><span class="token punctuation" style="color:#393A34">,</span><span class="token plain"></span><br></span><span class="token-line" style="color:#393A34"><span class="token plain">    </span><span class="token punctuation" style="color:#393A34">}</span><span class="token plain"></span><br></span><span class="token-line" style="color:#393A34"><span class="token plain">    beat_schedule </span><span class="token operator" style="color:#393A34">=</span><span class="token plain"> </span><span class="token punctuation" style="color:#393A34">{</span><span class="token plain"></span><br></span><span class="token-line" style="color:#393A34"><span class="token plain">        </span><span class="token string" style="color:#e3116c">&quot;reports.scheduler&quot;</span><span class="token punctuation" style="color:#393A34">:</span><span class="token plain"> </span><span class="token punctuation" style="color:#393A34">{</span><span class="token plain"></span><br></span><span class="token-line" style="color:#393A34"><span class="token plain">            </span><span class="token string" style="color:#e3116c">&quot;task&quot;</span><span class="token punctuation" style="color:#393A34">:</span><span class="token plain"> </span><span class="token string" style="color:#e3116c">&quot;reports.scheduler&quot;</span><span class="token punctuation" style="color:#393A34">,</span><span class="token plain"></span><br></span><span class="token-line" style="color:#393A34"><span class="token plain">            </span><span class="token string" style="color:#e3116c">&quot;schedule&quot;</span><span class="token punctuation" style="color:#393A34">:</span><span class="token plain"> crontab</span><span class="token punctuation" style="color:#393A34">(</span><span class="token plain">minute</span><span class="token operator" style="color:#393A34">=</span><span class="token string" style="color:#e3116c">&quot;*&quot;</span><span class="token punctuation" style="color:#393A34">,</span><span class="token plain"> hour</span><span class="token operator" style="color:#393A34">=</span><span class="token string" style="color:#e3116c">&quot;*&quot;</span><span class="token punctuation" style="color:#393A34">)</span><span class="token punctuation" style="color:#393A34">,</span><span class="token plain"></span><br></span><span class="token-line" style="color:#393A34"><span class="token plain">        </span><span class="token punctuation" style="color:#393A34">}</span><span class="token punctuation" style="color:#393A34">,</span><span class="token plain"></span><br></span><span class="token-line" style="color:#393A34"><span class="token plain">        </span><span class="token string" style="color:#e3116c">&quot;reports.prune_log&quot;</span><span class="token punctuation" style="color:#393A34">:</span><span class="token plain"> </span><span class="token punctuation" style="color:#393A34">{</span><span class="token plain"></span><br></span><span class="token-line" style="color:#393A34"><span class="token plain">            </span><span class="token string" style="color:#e3116c">&quot;task&quot;</span><span class="token punctuation" style="color:#393A34">:</span><span class="token plain"> </span><span class="token string" style="color:#e3116c">&quot;reports.prune_log&quot;</span><span class="token punctuation" style="color:#393A34">,</span><span class="token plain"></span><br></span><span class="token-line" style="color:#393A34"><span class="token plain">            </span><span class="token string" style="color:#e3116c">&quot;schedule&quot;</span><span class="token punctuation" style="color:#393A34">:</span><span class="token plain"> crontab</span><span class="token punctuation" style="color:#393A34">(</span><span class="token plain">minute</span><span class="token operator" style="color:#393A34">=</span><span class="token number" style="color:#36acaa">0</span><span class="token punctuation" style="color:#393A34">,</span><span class="token plain"> hour</span><span class="token operator" style="color:#393A34">=</span><span class="token number" style="color:#36acaa">0</span><span class="token punctuation" style="color:#393A34">)</span><span class="token punctuation" style="color:#393A34">,</span><span class="token plain"></span><br></span><span class="token-line" style="color:#393A34"><span class="token plain">        </span><span class="token punctuation" style="color:#393A34">}</span><span class="token punctuation" style="color:#393A34">,</span><span class="token plain"></span><br></span><span class="token-line" style="color:#393A34"><span class="token plain">    </span><span class="token punctuation" style="color:#393A34">}</span><span class="token plain"></span><br></span><span class="token-line" style="color:#393A34"><span class="token plain">CELERY_CONFIG </span><span class="token operator" style="color:#393A34">=</span><span class="token plain"> CeleryConfig</span><br></span><span class="token-line" style="color:#393A34"><span class="token plain" style="display:inline-block"></span><br></span><span class="token-line" style="color:#393A34"><span class="token plain">SCREENSHOT_LOCATE_WAIT </span><span class="token operator" style="color:#393A34">=</span><span class="token plain"> </span><span class="token number" style="color:#36acaa">100</span><span class="token plain"></span><br></span><span class="token-line" style="color:#393A34"><span class="token plain">SCREENSHOT_LOAD_WAIT </span><span class="token operator" style="color:#393A34">=</span><span class="token plain"> </span><span class="token number" style="color:#36acaa">600</span><span class="token plain"></span><br></span><span class="token-line" style="color:#393A34"><span class="token plain" style="display:inline-block"></span><br></span><span class="token-line" style="color:#393A34"><span class="token plain"></span><span class="token comment" style="color:#999988;font-style:italic"># Slack configuration</span><span class="token plain"></span><br></span><span class="token-line" style="color:#393A34"><span class="token plain">SLACK_API_TOKEN </span><span class="token operator" style="color:#393A34">=</span><span class="token plain"> </span><span class="token string" style="color:#e3116c">&quot;xoxb-&quot;</span><span class="token plain"></span><br></span><span class="token-line" style="color:#393A34"><span class="token plain" style="display:inline-block"></span><br></span><span class="token-line" style="color:#393A34"><span class="token plain"></span><span class="token comment" style="color:#999988;font-style:italic"># Email configuration</span><span class="token plain"></span><br></span><span class="token-line" style="color:#393A34"><span class="token plain">SMTP_HOST </span><span class="token operator" style="color:#393A34">=</span><span class="token plain"> </span><span class="token string" style="color:#e3116c">&quot;smtp.sendgrid.net&quot;</span><span class="token plain"> </span><span class="token comment" style="color:#999988;font-style:italic"># change to your host</span><span class="token plain"></span><br></span><span class="token-line" style="color:#393A34"><span class="token plain">SMTP_PORT </span><span class="token operator" style="color:#393A34">=</span><span class="token plain"> </span><span class="token number" style="color:#36acaa">2525</span><span class="token plain"> </span><span class="token comment" style="color:#999988;font-style:italic"># your port, e.g. 587</span><span class="token plain"></span><br></span><span class="token-line" style="color:#393A34"><span class="token plain">SMTP_STARTTLS </span><span class="token operator" style="color:#393A34">=</span><span class="token plain"> </span><span class="token boolean" style="color:#36acaa">True</span><span class="token plain"></span><br></span><span class="token-line" style="color:#393A34"><span class="token plain">SMTP_SSL_SERVER_AUTH </span><span class="token operator" style="color:#393A34">=</span><span class="token plain"> </span><span class="token boolean" style="color:#36acaa">True</span><span class="token plain"> </span><span class="token comment" style="color:#999988;font-style:italic"># If your using an SMTP server with a valid certificate</span><span class="token plain"></span><br></span><span class="token-line" style="color:#393A34"><span class="token plain">SMTP_SSL </span><span class="token operator" style="color:#393A34">=</span><span class="token plain"> </span><span class="token boolean" style="color:#36acaa">False</span><span class="token plain"></span><br></span><span class="token-line" style="color:#393A34"><span class="token plain">SMTP_USER </span><span class="token operator" style="color:#393A34">=</span><span class="token plain"> </span><span class="token string" style="color:#e3116c">&quot;your_user&quot;</span><span class="token plain"> </span><span class="token comment" style="color:#999988;font-style:italic"># use the empty string &quot;&quot; if using an unauthenticated SMTP server</span><span class="token plain"></span><br></span><span class="token-line" style="color:#393A34"><span class="token plain">SMTP_PASSWORD </span><span class="token operator" style="color:#393A34">=</span><span class="token plain"> </span><span class="token string" style="color:#e3116c">&quot;your_password&quot;</span><span class="token plain"> </span><span class="token comment" style="color:#999988;font-style:italic"># use the empty string &quot;&quot; if using an unauthenticated SMTP server</span><span class="token plain"></span><br></span><span class="token-line" style="color:#393A34"><span class="token plain">SMTP_MAIL_FROM </span><span class="token operator" style="color:#393A34">=</span><span class="token plain"> </span><span class="token string" style="color:#e3116c">&quot;noreply@youremail.com&quot;</span><span class="token plain"></span><br></span><span class="token-line" style="color:#393A34"><span class="token plain">EMAIL_REPORTS_SUBJECT_PREFIX </span><span class="token operator" style="color:#393A34">=</span><span class="token plain"> </span><span class="token string" style="color:#e3116c">&quot;[Superset] &quot;</span><span class="token plain"> </span><span class="token comment" style="color:#999988;font-style:italic"># optional - overwrites default value in config.py of &quot;[Report] &quot;</span><span class="token plain"></span><br></span><span class="token-line" style="color:#393A34"><span class="token plain" style="display:inline-block"></span><br></span><span class="token-line" style="color:#393A34"><span class="token plain"></span><span class="token comment" style="color:#999988;font-style:italic"># WebDriver configuration</span><span class="token plain"></span><br></span><span class="token-line" style="color:#393A34"><span class="token plain"></span><span class="token comment" style="color:#999988;font-style:italic"># If you use Firefox, you can stick with default values</span><span class="token plain"></span><br></span><span class="token-line" style="color:#393A34"><span class="token plain"></span><span class="token comment" style="color:#999988;font-style:italic"># If you use Chrome, then add the following WEBDRIVER_TYPE and WEBDRIVER_OPTION_ARGS</span><span class="token plain"></span><br></span><span class="token-line" style="color:#393A34"><span class="token plain">WEBDRIVER_TYPE </span><span class="token operator" style="color:#393A34">=</span><span class="token plain"> </span><span class="token string" style="color:#e3116c">&quot;chrome&quot;</span><span class="token plain"></span><br></span><span class="token-line" style="color:#393A34"><span class="token plain">WEBDRIVER_OPTION_ARGS </span><span class="token operator" style="color:#393A34">=</span><span class="token plain"> </span><span class="token punctuation" style="color:#393A34">[</span><span class="token plain"></span><br></span><span class="token-line" style="color:#393A34"><span class="token plain">    </span><span class="token string" style="color:#e3116c">&quot;--force-device-scale-factor=2.0&quot;</span><span class="token punctuation" style="color:#393A34">,</span><span class="token plain"></span><br></span><span class="token-line" style="color:#393A34"><span class="token plain">    </span><span class="token string" style="color:#e3116c">&quot;--high-dpi-support=2.0&quot;</span><span class="token punctuation" style="color:#393A34">,</span><span class="token plain"></span><br></span><span class="token-line" style="color:#393A34"><span class="token plain">    </span><span class="token string" style="color:#e3116c">&quot;--headless&quot;</span><span class="token punctuation" style="color:#393A34">,</span><span class="token plain"></span><br></span><span class="token-line" style="color:#393A34"><span class="token plain">    </span><span class="token string" style="color:#e3116c">&quot;--disable-gpu&quot;</span><span class="token punctuation" style="color:#393A34">,</span><span class="token plain"></span><br></span><span class="token-line" style="color:#393A34"><span class="token plain">    </span><span class="token string" style="color:#e3116c">&quot;--disable-dev-shm-usage&quot;</span><span class="token punctuation" style="color:#393A34">,</span><span class="token plain"></span><br></span><span class="token-line" style="color:#393A34"><span class="token plain">    </span><span class="token string" style="color:#e3116c">&quot;--no-sandbox&quot;</span><span class="token punctuation" style="color:#393A34">,</span><span class="token plain"></span><br></span><span class="token-line" style="color:#393A34"><span class="token plain">    </span><span class="token string" style="color:#e3116c">&quot;--disable-setuid-sandbox&quot;</span><span class="token punctuation" style="color:#393A34">,</span><span class="token plain"></span><br></span><span class="token-line" style="color:#393A34"><span class="token plain">    </span><span class="token string" style="color:#e3116c">&quot;--disable-extensions&quot;</span><span class="token punctuation" style="color:#393A34">,</span><span class="token plain"></span><br></span><span class="token-line" style="color:#393A34"><span class="token plain"></span><span class="token punctuation" style="color:#393A34">]</span><span class="token plain"></span><br></span><span class="token-line" style="color:#393A34"><span class="token plain" style="display:inline-block"></span><br></span><span class="token-line" style="color:#393A34"><span class="token plain"></span><span class="token comment" style="color:#999988;font-style:italic"># This is for internal use, you can keep http</span><span class="token plain"></span><br></span><span class="token-line" style="color:#393A34"><span class="token plain">WEBDRIVER_BASEURL </span><span class="token operator" style="color:#393A34">=</span><span class="token plain"> </span><span class="token string" style="color:#e3116c">&quot;http://superset:8088&quot;</span><span class="token plain"></span><br></span><span class="token-line" style="color:#393A34"><span class="token plain"></span><span class="token comment" style="color:#999988;font-style:italic"># This is the link sent to the recipient. Change to your domain, e.g. https://superset.mydomain.com</span><span class="token plain"></span><br></span><span class="token-line" style="color:#393A34"><span class="token plain">WEBDRIVER_BASEURL_USER_FRIENDLY </span><span class="token operator" style="color:#393A34">=</span><span class="token plain"> </span><span class="token string" style="color:#e3116c">&quot;http://localhost:8088&quot;</span><br></span></code></pre><div class="buttonGroup__atx"><button type="button" aria-label="Copy code to clipboard" title="Copy" class="clean-btn"><span class="copyButtonIcons_eSgA" aria-hidden="true"><svg viewBox="0 0 24 24" class="copyButtonIcon_y97N"><path fill="currentColor" d="M19,21H8V7H19M19,5H8A2,2 0 0,0 6,7V21A2,2 0 0,0 8,23H19A2,2 0 0,0 21,21V7A2,2 0 0,0 19,5M16,1H4A2,2 0 0,0 2,3V17H4V3H16V1Z"></path></svg><svg viewBox="0 0 24 24" class="copyButtonSuccessIcon_LjdS"><path fill="currentColor" d="M21,7L9,19L3.5,13.5L4.91,12.09L9,16.17L19.59,5.59L21,7Z"></path></svg></span></button></div></div></div><p>You also need
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To enable
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7.53c-.34.3-.13.87.33.87H5v7c0 .55.45 1 1 1h3c.55 0 1-.45 1-1z" fill="currentColor"></path></svg></a></li><li class="breadcrumbs__item"><span class="breadcrumbs__link">Installation and Configuration</span><meta itemprop="position" content="1"></li><li itemscope="" itemprop="itemListElement" itemtype="https://schema.org/ListItem" class="breadcrumbs__item breadcrumbs__item--active"><span class="breadcrumbs__link" itemprop="name">Async Queries via Celery</span><meta itemprop="position" content="2"></li></ul></nav><div class="tocCollapsible_ETCw theme-doc-toc-mobile tocMobile_ITEo"><button type="button" class="clean-btn tocCollapsibleButton_TO0P">On this page</button></div><div class="theme-doc-markdown markdown"><h2 class="anchor anchorWithStickyNavbar_LWe7" id="async-queries-via-celery">Async Queries via Celery<a href="#async-queries-via-celery" class="hash-link" aria-label="Direct link to Async Queries via Celery" title="Direct link to Async Queries via Celery">​</a></h2><h3 class="anchor anchorWithStickyNavbar_LWe7" id="celery">Celery<a href="#celery" class="hash-link" aria-label="Direct link to Celery" title="Direct link to Celery">​</a></h3><p>On large analytic databases, it’s common to run queries that execute for minutes or hours. To enable
 support for long running queries that execute beyond the typical web request’s timeout (30-60
 seconds), it is necessary to configure an asynchronous backend for Superset which consists of:</p><ul><li>one or many Superset workers (which is implemented as a Celery worker), and can be started with
 the <code>celery worker</code> command, run <code>celery worker --help</code> to view the related options.</li><li>a celery broker (message queue) for which we recommend using Redis or RabbitMQ</li><li>a results backend that defines where the worker will persist the query results</li></ul><p>Configuring Celery requires defining a <code>CELERY_CONFIG</code> in your <code>superset_config.py</code>. Both the worker
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class="breadcrumbs__link">Installation and Configuration</span><meta itemprop="position" content="1"></li><li itemscope="" itemprop="itemListElement" itemtype="https://schema.org/ListItem" class="breadcrumbs__item breadcrumbs__item--active"><span class="breadcrumbs__link" itemprop="name">Configuring Superset</span><meta itemprop="position" content="2"></li></ul></nav><div class="tocCollapsible_ETCw theme-doc-toc-mobile tocMobile_ITEo"><button type="button" class="clean-btn tocCollapsibleButton_TO0P">On this page</button></div><div class="theme-doc-markdown markdown"><h2 class="anchor anchorWithStickyNavbar_LWe7" id="configuring-superset">Configuring Superset<a href="#configuring-superset" class="hash-link" aria-label="Direct link to Configuring Superset" title="Direct link to Configuring Superset">​</a></h2><h3 class="anchor anchorWithStickyNavbar_LWe7" id="configuration">Configuration<a href="#configuration" class="hash-link" aria-label="Direct link to Configuration" title="Direct link to Configuration">​</a></h3><p>To configure your application, you need to create a file <code>superset_config.py</code>. Add this file to your</p><p><code>PYTHONPATH</code> or create an environment variable <code>SUPERSET_CONFIG_PATH</code> specifying the full path of the <code>superset_config.py</code>.</p><p>For example, if deploying on Superset directly on a Linux-based system where your <code>superset_config.py</code> is under <code>/app</code> directory, you can run:</p><div class="language-bash codeBlockContainer_Ckt0 theme-code-block" style="--prism-color:#393A34;--prism-background-color:#f6f8fa"><div class="codeBlockContent_biex"><pre tabindex="0" class="prism-code language-bash codeBlock_bY9V thin-scrollbar"><code class="codeBlockLines_e6Vv"><span class="token-line" style="color:#393A34"><span class="token builtin class-name">export</span><span class="token plain"> </span><span class="token assign-left variable" style="color:#36acaa">SUPERSET_CONFIG_PATH</span><span class="token operator" style="color:#393A34">=</span><span class="token plain">/app/superset_config.py</span><br></span></code></pre><div class="buttonGroup__atx"><button type="button" aria-label="Copy code to clipboard" title="Copy" class="clean-btn"><span class="copyButtonIcons_eSgA" aria-hidden="true"><svg viewBox="0 0 24 24" class="copyButtonIcon_y97N"><path fill="currentColor" d="M19,21H8V7H19M19,5H8A2,2 0 0,0 6,7V21A2,2 0 0,0 8,23H19A2,2 0 0,0 21,21V7A2,2 0 0,0 19,5M16,1H4A2,2 0 0,0 2,3V17H4V3H16V1Z"></path></svg><svg viewBox="0 0 24 24" class="copyButtonSuccessIcon_LjdS"><path fill="currentColor" d="M21,7L9,19L3.5,13.5L4.91,12.09L9,16.17L19.59,5.59L21,7Z"></path></svg></span></button></div></div></div><p>If you are using your own custom Dockerfile with official Superset image as base image, then you can add your overrides as shown below:</p><div class="language-bash codeBlockContainer_Ckt0 theme-code-block" style="--prism-color:#393A34;--prism-background-color:#f6f8fa"><div class="codeBlockContent_biex"><pre tabindex="0" class="prism-code language-bash codeBlock_bY9V thin-scrollbar"><code class="codeBlockLines_e6Vv"><span class="token-line" style="color:#393A34"><span class="token plain">COPY --chown</span><span class="token operator" style="color:#393A34">=</span><span class="token plain">superset superset_config.py /app/</span><br></span><span class="token-line" style="color:#393A34"><span class="token plain">ENV SUPERSET_CONFIG_PATH /app/superset_config.py</span><br></span></code></pre><div class="buttonGroup__atx"><button type="button" aria-label="Copy code to clipboard" title="Copy" class="clean-btn"><span class="copyButtonIcons_eSgA" aria-hidden="true"><svg viewBox="0 0 24 24" class="copyButtonIcon_y97N"><path fill="currentColor" d="M19,21H8V7H19M19,5H8A2,2 0 0,0 6,7V21A2,2 0 0,0 8,23H19A2,2 0 0,0 21,21V7A2,2 0 0,0 19,5M16,1H4A2,2 0 0,0 2,3V17H4V3H16V1Z"></path></svg><svg viewBox="0 0 24 24" class="copyButtonSuccessIcon_LjdS"><path fill="currentColor" d="M21,7L9,19L3.5,13.5L4.91,12.09L9,16.17L19.59,5.59L21,7Z"></path></svg></span></button></div></div></div><p>Docker compose deployments handle application configuration differently. See <a href="https://github.com/apache/superset/tree/master/docker#readme" target="_blank" rel="noopener noreferrer">https://github.com/apache/superset/tree/master/docker#readme</a> for details.</p><p>The following is an example of just a few of the parameters you can set in your <code>superset_config.py</code> file:</p><div class="codeBlockContainer_Ckt0 theme-code-block" style="--prism-color:#393A34;--prism-background-color:#f6f8fa"><div class="codeBlockContent_biex"><pre tabindex="0" class="prism-code language-text codeBlock_bY9V thin-scrollbar"><code class="codeBlockLines_e6Vv"><span class="token-line" style="color:#393A34"><span class="token plain"># Superset specific config</span><br></span><span class="token-line" style="color:#393A34"><span class="token plain">ROW_LIMIT = 5000</span><br></span><span class="token-line" style="color:#393A34"><span class="token plain" style="display:inline-block"></span><br></span><span class="token-line" style="color:#393A34"><span class="token plain"># Flask App Builder configuration</span><br></span><span class="token-line" style="color:#393A34"><span class="token plain"># Your App secret key will be used for securely signing the session cookie</span><br></span><span class="token-line" style="color:#393A34"><span class="token plain"># and encrypting sensitive information on the database</span><br></span><span class="token-line" style="color:#393A34"><span class="token plain"># Make sure you are changing this key for your deployment with a strong key.</span><br></span><span class="token-line" style="color:#393A34"><span class="token plain"># Alternatively you can set it with `SUPERSET_SECRET_KEY` environment variable.</span><br></span><span class="token-line" style="color:#393A34"><span class="token plain"># You MUST set this for production environments or the server will not refuse</span><br></span><span class="token-line" style="color:#393A34"><span class="token plain"># to start and you will see an error in the logs accordingly.</span><br></span><span class="token-line" style="color:#393A34"><span class="token plain">SECRET_KEY = &#x27;YOUR_OWN_RANDOM_GENERATED_SECRET_KEY&#x27;</span><br></span><span class="token-line" style="color:#393A34"><span class="token plain" style="display:inline-block"></span><br></span><span class="token-line" style="color:#393A34"><span class="token plain"># The SQLAlchemy connection string to your database backend</span><br></span><span class="token-line" style="color:#393A34"><span class="token plain"># This connection defines the path to the database that stores your</span><br></span><span class="token-line" style="color:#393A34"><span class="token plain"># superset metadata (slices, connections, tables, dashboards, ...).</span><br></span><span class="token-line" style="color:#393A34"><span class="token plain"># Note that the connection information to connect to the datasources</span><br></span><span class="token-line" style="color:#393A34"><span class="token plain"># you want to explore are managed directly in the web UI</span><br></span><span class="token-line" style="color:#393A34"><span class="token plain"># The check_same_thread=false property ensures the sqlite client does not attempt</span><br></span><span class="token-line" style="color:#393A34"><span class="token plain"># to enforce single-threaded access, which may be problematic in some edge cases</span><br></span><span class="token-line" style="color:#393A34"><span class="token plain">SQLALCHEMY_DATABASE_URI = &#x27;sqlite:////path/to/superset.db?check_same_thread=false&#x27;</span><br></span><span class="token-line" style="color:#393A34"><span class="token plain" style="display:inline-block"></span><br></span><span class="token-line" style="color:#393A34"><span class="token plain"># Flask-WTF flag for CSRF</span><br></span><span class="token-line" style="color:#393A34"><span class="token plain">WTF_CSRF_ENABLED = True</span><br></span><span class="token-line" style="color:#393A34"><span class="token plain"># Add endpoints that need to be exempt from CSRF protection</span><br></span><span class="token-line" style="color:#393A34"><span class="token plain">WTF_CSRF_EXEMPT_LIST = []</span><br></span><span class="token-line" style="color:#393A34"><span class="token plain"># A CSRF token that expires in 1 year</span><br></span><span class="token-line" style="color:#393A34"><span class="token plain">WTF_CSRF_TIME_LIMIT = 60 * 60 * 24 * 365</span><br></span><span class="token-line" style="color:#393A34"><span class="token plain" style="display:inline-block"></span><br></span><span class="token-line" style="color:#393A34"><span class="token plain"># Set this API key to enable Mapbox visualizations</span><br></span><span class="token-line" style="color:#393A34"><span class="token plain">MAPBOX_API_KEY = &#x27;&#x27;</span><br></span></code></pre><div class="buttonGroup__atx"><button type="button" aria-label="Copy code to clipboard" title="Copy" class="clean-btn"><span class="copyButtonIcons_eSgA" aria-hidden="true"><svg viewBox="0 0 24 24" class="copyButtonIcon_y97N"><path fill="currentColor" d="M19,21H8V7H19M19,5H8A2,2 0 0,0 6,7V21A2,2 0 0,0 8,23H19A2,2 0 0,0 21,21V7A2,2 0 0,0 19,5M16,1H4A2,2 0 0,0 2,3V17H4V3H16V1Z"></path></svg><svg viewBox="0 0 24 24" class="copyButtonSuccessIcon_LjdS"><path fill="currentColor" d="M21,7L9,19L3.5,13.5L4.91,12.09L9,16.17L19.59,5.59L21,7Z"></path></svg></span></button></div></div></div><p>All the parameters and default values defined in
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7.53c-.34.3-.13.87.33.87H5v7c0 .55.45 1 1 1h3c.55 0 1-.45 1-1z" fill="currentColor"></path></svg></a></li><li class="breadcrumbs__item"><span class="breadcrumbs__link">Installation and Configuration</span><meta itemprop="position" content="1"></li><li itemscope="" itemprop="itemListElement" itemtype="https://schema.org/ListItem" class="breadcrumbs__item breadcrumbs__item--active"><span class="breadcrumbs__link" itemprop="name">Configuring Superset</span><meta itemprop="position" content="2"></li></ul></nav><div class="tocCollapsible_ETCw theme-doc-toc-mobile tocMobile_ITEo"><button type="button" class="clean-btn tocCollapsibleButton_TO0P">On this page</button></div><div class="theme-doc-markdown markdown"><h2 class="anchor anchorWithStickyNavbar_LWe7" id="configuring-superset">Configuring Superset<a href="#configuring-superset" class="hash-link" aria-label="Direct link to Configuring Superset" title="Direct link to Configuring Superset">​</a></h2><h3 class="anchor anchorWithStickyNavbar_LWe7" id="configuration">Configuration<a href="#configuration" class="hash-link" aria-label="Direct link to Configuration" title="Direct link to Configuration">​</a></h3><p>To configure your application, you need to create a file <code>superset_config.py</code>. Add this file to your</p><p><code>PYTHONPATH</code> or create an environment variable <code>SUPERSET_CONFIG_PATH</code> specifying the full path of the <code>superset_config.py</code>.</p><p>For example, if deploying on Superset directly on a Linux-based system where your <code>superset_config.py</code> is under <code>/app</code> directory, you can run:</p><div class="language-bash codeBlockContainer_Ckt0 theme-code-block" style="--prism-color:#393A34;--prism-background-color:#f6f8fa"><div class="codeBlockContent_biex"><pre tabindex="0" class="prism-code language-bash codeBlock_bY9V thin-scrollbar"><code class="codeBlockLines_e6Vv"><span class="token-line" style="color:#393A34"><span class="token builtin class-name">export</span><span class="token plain"> </span><span class="token assign-left variable" style="color:#36acaa">SUPERSET_CONFIG_PATH</span><span class="token operator" style="color:#393A34">=</span><span class="token plain">/app/superset_config.py</span><br></span></code></pre><div class="buttonGroup__atx"><button type="button" aria-label="Copy code to clipboard" title="Copy" class="clean-btn"><span class="copyButtonIcons_eSgA" aria-hidden="true"><svg viewBox="0 0 24 24" class="copyButtonIcon_y97N"><path fill="currentColor" d="M19,21H8V7H19M19,5H8A2,2 0 0,0 6,7V21A2,2 0 0,0 8,23H19A2,2 0 0,0 21,21V7A2,2 0 0,0 19,5M16,1H4A2,2 0 0,0 2,3V17H4V3H16V1Z"></path></svg><svg viewBox="0 0 24 24" class="copyButtonSuccessIcon_LjdS"><path fill="currentColor" d="M21,7L9,19L3.5,13.5L4.91,12.09L9,16.17L19.59,5.59L21,7Z"></path></svg></span></button></div></div></div><p>If you are using your own custom Dockerfile with official Superset image as base image, then you can add your overrides as shown below:</p><div class="language-bash codeBlockContainer_Ckt0 theme-code-block" style="--prism-color:#393A34;--prism-background-color:#f6f8fa"><div class="codeBlockContent_biex"><pre tabindex="0" class="prism-code language-bash codeBlock_bY9V thin-scrollbar"><code class="codeBlockLines_e6Vv"><span class="token-line" style="color:#393A34"><span class="token plain">COPY --chown</span><span class="token operator" style="color:#393A34">=</span><span class="token plain">superset superset_config.py /app/</span><br></span><span class="token-line" style="color:#393A34"><span class="token plain">ENV SUPERSET_CONFIG_PATH /app/superset_config.py</span><br></span></code></pre><div class="buttonGroup__atx"><button type="button" aria-label="Copy code to clipboard" title="Copy" class="clean-btn"><span class="copyButtonIcons_eSgA" aria-hidden="true"><svg viewBox="0 0 24 24" class="copyButtonIcon_y97N"><path fill="currentColor" d="M19,21H8V7H19M19,5H8A2,2 0 0,0 6,7V21A2,2 0 0,0 8,23H19A2,2 0 0,0 21,21V7A2,2 0 0,0 19,5M16,1H4A2,2 0 0,0 2,3V17H4V3H16V1Z"></path></svg><svg viewBox="0 0 24 24" class="copyButtonSuccessIcon_LjdS"><path fill="currentColor" d="M21,7L9,19L3.5,13.5L4.91,12.09L9,16.17L19.59,5.59L21,7Z"></path></svg></span></button></div></div></div><p>Docker compose deployments handle application configuration differently. See <a href="https://github.com/apache/superset/tree/master/docker#readme" target="_blank" rel="noopener noreferrer">https://github.com/apache/superset/tree/master/docker#readme</a> for details.</p><p>The following is an example of just a few of the parameters you can set in your <code>superset_config.py</code> file:</p><div class="codeBlockContainer_Ckt0 theme-code-block" style="--prism-color:#393A34;--prism-background-color:#f6f8fa"><div class="codeBlockContent_biex"><pre tabindex="0" class="prism-code language-text codeBlock_bY9V thin-scrollbar"><code class="codeBlockLines_e6Vv"><span class="token-line" style="color:#393A34"><span class="token plain"># Superset specific config</span><br></span><span class="token-line" style="color:#393A34"><span class="token plain">ROW_LIMIT = 5000</span><br></span><span class="token-line" style="color:#393A34"><span class="token plain" style="display:inline-block"></span><br></span><span class="token-line" style="color:#393A34"><span class="token plain"># Flask App Builder configuration</span><br></span><span class="token-line" style="color:#393A34"><span class="token plain"># Your App secret key will be used for securely signing the session cookie</span><br></span><span class="token-line" style="color:#393A34"><span class="token plain"># and encrypting sensitive information on the database</span><br></span><span class="token-line" style="color:#393A34"><span class="token plain"># Make sure you are changing this key for your deployment with a strong key.</span><br></span><span class="token-line" style="color:#393A34"><span class="token plain"># Alternatively you can set it with `SUPERSET_SECRET_KEY` environment variable.</span><br></span><span class="token-line" style="color:#393A34"><span class="token plain"># You MUST set this for production environments or the server will not refuse</span><br></span><span class="token-line" style="color:#393A34"><span class="token plain"># to start and you will see an error in the logs accordingly.</span><br></span><span class="token-line" style="color:#393A34"><span class="token plain">SECRET_KEY = &#x27;YOUR_OWN_RANDOM_GENERATED_SECRET_KEY&#x27;</span><br></span><span class="token-line" style="color:#393A34"><span class="token plain" style="display:inline-block"></span><br></span><span class="token-line" style="color:#393A34"><span class="token plain"># The SQLAlchemy connection string to your database backend</span><br></span><span class="token-line" style="color:#393A34"><span class="token plain"># This connection defines the path to the database that stores your</span><br></span><span class="token-line" style="color:#393A34"><span class="token plain"># superset metadata (slices, connections, tables, dashboards, ...).</span><br></span><span class="token-line" style="color:#393A34"><span class="token plain"># Note that the connection information to connect to the datasources</span><br></span><span class="token-line" style="color:#393A34"><span class="token plain"># you want to explore are managed directly in the web UI</span><br></span><span class="token-line" style="color:#393A34"><span class="token plain"># The check_same_thread=false property ensures the sqlite client does not attempt</span><br></span><span class="token-line" style="color:#393A34"><span class="token plain"># to enforce single-threaded access, which may be problematic in some edge cases</span><br></span><span class="token-line" style="color:#393A34"><span class="token plain">SQLALCHEMY_DATABASE_URI = &#x27;sqlite:////path/to/superset.db?check_same_thread=false&#x27;</span><br></span><span class="token-line" style="color:#393A34"><span class="token plain" style="display:inline-block"></span><br></span><span class="token-line" style="color:#393A34"><span class="token plain"># Flask-WTF flag for CSRF</span><br></span><span class="token-line" style="color:#393A34"><span class="token plain">WTF_CSRF_ENABLED = True</span><br></span><span class="token-line" style="color:#393A34"><span class="token plain"># Add endpoints that need to be exempt from CSRF protection</span><br></span><span class="token-line" style="color:#393A34"><span class="token plain">WTF_CSRF_EXEMPT_LIST = []</span><br></span><span class="token-line" style="color:#393A34"><span class="token plain"># A CSRF token that expires in 1 year</span><br></span><span class="token-line" style="color:#393A34"><span class="token plain">WTF_CSRF_TIME_LIMIT = 60 * 60 * 24 * 365</span><br></span><span class="token-line" style="color:#393A34"><span class="token plain" style="display:inline-block"></span><br></span><span class="token-line" style="color:#393A34"><span class="token plain"># Set this API key to enable Mapbox visualizations</span><br></span><span class="token-line" style="color:#393A34"><span class="token plain">MAPBOX_API_KEY = &#x27;&#x27;</span><br></span></code></pre><div class="buttonGroup__atx"><button type="button" aria-label="Copy code to clipboard" title="Copy" class="clean-btn"><span class="copyButtonIcons_eSgA" aria-hidden="true"><svg viewBox="0 0 24 24" class="copyButtonIcon_y97N"><path fill="currentColor" d="M19,21H8V7H19M19,5H8A2,2 0 0,0 6,7V21A2,2 0 0,0 8,23H19A2,2 0 0,0 21,21V7A2,2 0 0,0 19,5M16,1H4A2,2 0 0,0 2,3V17H4V3H16V1Z"></path></svg><svg viewBox="0 0 24 24" class="copyButtonSuccessIcon_LjdS"><path fill="currentColor" d="M21,7L9,19L3.5,13.5L4.91,12.09L9,16.17L19.59,5.59L21,7Z"></path></svg></span></button></div></div></div><p>All the parameters and default values defined in
 <a href="https://github.com/apache/superset/blob/master/superset/config.py" target="_blank" rel="noopener noreferrer">https://github.com/apache/superset/blob/master/superset/config.py</a>
 can be altered in your local <code>superset_config.py</code>. Administrators will want to read through the file
 to understand what can be configured locally as well as the default values in place.</p><p>Since <code>superset_config.py</code> acts as a Flask configuration module, it can be used to alter the
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3.6c-.38-.34-.96-.34-1.34 0l-8.36 7.53c-.34.3-.13.87.33.87H5v7c0 .55.45 1 1 1h3c.55 0 1-.45 1-1z" fill="currentColor"></path></svg></a></li><li class="breadcrumbs__item"><span class="breadcrumbs__link">Installation and Configuration</span><meta itemprop="position" content="1"></li><li itemscope="" itemprop="itemListElement" itemtype="https://schema.org/ListItem" class="breadcrumbs__item breadcrumbs__item--active"><span class="breadcrumbs__link" itemprop="name">Docker Images and Tags</span><meta itemprop="position" content="2"></li></ul></nav><div class="tocCollapsible_ETCw theme-doc-toc-mobile tocMobile_ITEo"><button type="button" class="clean-btn tocCollapsibleButton_TO0P">On this page</button></div><div class="theme-doc-markdown markdown"><h1>Docker Images and Tags</h1><p>The Apache Superset community extensively uses Docker for development, release,
+and productionizing Superset. This page details our Docker builds and tag naming
+schemes to help users navigate our offerings.</p><p>Images are built and pushed to the <a href="https://hub.docker.com/r/apache/superset" target="_blank" rel="noopener noreferrer">Superset Docker Hub repository</a>. Different sets of images are created for:</p><ul><li>Published releases, with tags like <code>3.0.0</code> and the <code>latest</code> tag.</li><li>Pull request iterations, each identified by tags starting with a SHA like
+<code>8a2f7d378ab13c156fa183d9284b607ed69f5ecc</code>, and <code>pr-3454</code>, referencing the pull
+request ID.</li><li>Merges to the main branch (<code>master</code>), resulting in new SHAs, with tags
+prefixed with <code>master</code> for the latest <code>master</code> version.</li></ul><p>Each code version has multiple builds for different purposes, identified by suffixes:</p><ul><li><strong>Build preset:</strong> We offer various images for different needs:<ul><li><code>lean</code>: The default Docker image, including both frontend and backend. Tags
+without a build_preset are lean builds, e.g., <code>latest</code>.</li><li><code>dev</code>: For development, with a headless browser and root access.</li><li><code>py310</code>, e.g., Py310: Similar to lean but with a different Python version (in this example, 3.10).</li><li><code>ci</code>: For certain CI workloads.</li><li><code>websocket</code>: For Superset clusters supporting advanced features.</li><li><code>dockerize</code>: Used by Helm.</li></ul></li><li><strong>Platform:</strong> We build for <code>linux/arm64</code> and <code>linux/amd64</code>. The <code>-arm</code> suffix
+indicates ARM builds (e.g., <code>latest-arm</code>), while tags without a suffix are for
+AMD (e.g., <code>latest</code>).</li></ul><h2 class="anchor anchorWithStickyNavbar_LWe7" id="key-image-tags-and-examples">Key Image Tags and Examples<a href="#key-image-tags-and-examples" class="hash-link" aria-label="Direct link to Key Image Tags and Examples" title="Direct link to Key Image Tags and Examples">​</a></h2><ul><li><code>latest</code>: The latest official release build, implicitly the lean build on
+<code>linux/amd64</code>.</li><li><code>latest-dev</code>: the <code>-dev</code> image of the latest official release build, with a headless browser and root access.</li><li><code>master</code>: The latest build from the <code>master</code> branch, implicitly lean on
+<code>linux/amd64</code>.</li><li><code>master-dev</code>: Similar to <code>master</code> but includes a headless browser and root access.</li><li><code>pr-5252</code>: The latest commit in PR 5252.</li><li><code>30948dc401b40982cb7c0dbf6ebbe443b2748c1b-dev-arm</code>: A <code>linux/arm64</code> build for
+this specific SHA, which could be from a pull request, master merge, or release.</li><li><code>30948dc-dev-arm</code>: Same as above, but SHA truncated to 7 characters for a
+shorter handle on the same image</li><li><code>websocket-latest</code>: The WebSocket image for use in a Superset cluster.</li></ul><p>For insights or modifications to the build matrix and tagging conventions,
+check the <a href="https://github.com/apache/superset/blob/master/scripts/build_docker.py" target="_blank" rel="noopener noreferrer">build_docker.py</a>
+script and the <a href="https://github.com/apache/superset/blob/master/.github/workflows/docker.yml" target="_blank" rel="noopener noreferrer">docker.yml</a>
+GitHub action.</p><h2 class="anchor anchorWithStickyNavbar_LWe7" id="caching">Caching<a href="#caching" class="hash-link" aria-label="Direct link to Caching" title="Direct link to Caching">​</a></h2><p>To accelerate builds, we follow Docker best practices and use <code>apache/superset-cache</code>.</p><h2 class="anchor anchorWithStickyNavbar_LWe7" id="on-arm-builds-and-working-with-apple-silicon">On ARM builds and working with Apple silicon<a href="#on-arm-builds-and-working-with-apple-silicon" class="hash-link" aria-label="Direct link to On ARM builds and working with Apple silicon" title="Direct link to On ARM builds and working with Apple silicon">​</a></h2><p>Apple&#x27;s current generation of computers uses ARM-based CPUs, and Docker
+running on MACs seem to require <code>linux/arm64/v8</code> (at least one user&#x27;s M2 was
+configured in that way). Setting the environment
+variable <code>DOCKER_DEFAULT_PLATFORM</code> to <code>linux/amd64</code> seems to function in
+term of leveraging, and building upon the Superset builds provided here.</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 DOCKER_DEFAULT_PLATFORM=linux/amd64</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>Presumably, <code>linux/arm64/v8</code> would be more optimized for this generation
+of chips, but less compatible across the ARM ecosystem.</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/tree/master/docs/docs/installation/docker.mdx" target="_blank" rel="noreferrer noopener" class="theme-edit-this-page"><svg fill="currentColor" height="20" width="20" viewBox="0 0 40 40" class="iconEdit_Z9Sw" aria-hidden="true"><g><path d="m34.5 11.7l-3 3.1-6.3-6.3 3.1-3q0.5-0.5 1.2-0.5t1.1 0.5l3.9 3.9q0.5 0.4 0.5 1.1t-0.5 1.2z m-29.5 17.1l18.4-18.5 6.3 6.3-18.4 18.4h-6.3v-6.2z"></path></g></svg>Edit this page</a></div><div class="col lastUpdated_vwxv"></div></div></footer></article><nav class="pagination-nav docusaurus-mt-lg" aria-label="Docs pages"><a class="pagination-nav__link pagination-nav__link--prev" href="/docs/installation/setup-ssh-tunneling"><div class="pagination-nav__sublabel">Previous</div><div class="pagination-nav__label">Setup SSH Tunneling</div></a><a class="pagination-nav__link pagination-nav__link--next" href="/docs/creating-charts-dashboards/creating-your-first-dashboard"><div class="pagination-nav__sublabel">Next</div><div class="pagination-nav__label">Creating Your First Dashboard</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="#key-image-tags-and-examples" class="table-of-contents__link toc-highlight">Key Image Tags and Examples</a></li><li><a href="#caching" class="table-of-contents__link toc-highlight">Caching</a></li><li><a href="#on-arm-builds-and-working-with-apple-silicon" class="table-of-contents__link toc-highlight">On ARM builds and working with Apple silicon</a></li></ul></div></div></div></div></main></div></div><footer class="footer"><div class="container container-fluid"><div class="footer__bottom text--center"><div class="footer__copyright">
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These logs can be accessed
 on the UI by navigating to <strong>Security &gt; Action Log</strong>. You can freely customize these logs by
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 <strong>When custom log class is enabled DBEventLogger is disabled and logs stop being populated in UI logs view.</strong>
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7.53c-.34.3-.13.87.33.87H5v7c0 .55.45 1 1 1h3c.55 0 1-.45 1-1z" fill="currentColor"></path></svg></a></li><li class="breadcrumbs__item"><span class="breadcrumbs__link">Installation and Configuration</span><meta itemprop="position" content="1"></li><li itemscope="" itemprop="itemListElement" itemtype="https://schema.org/ListItem" class="breadcrumbs__item breadcrumbs__item--active"><span class="breadcrumbs__link" itemprop="name">Installing From Scratch</span><meta itemprop="position" content="2"></li></ul></nav><div class="tocCollapsible_ETCw theme-doc-toc-mobile tocMobile_ITEo"><button type="button" class="clean-btn tocCollapsibleButton_TO0P">On this page</button></div><div class="theme-doc-markdown markdown"><h2 class="anchor anchorWithStickyNavbar_LWe7" id="installing-superset-from-scratch">Installing Superset from Scratch<a href="#installing-superset-from-scratch" class="hash-link" aria-label="Direct link to Installing Superset from Scratch" title="Direct link to Installing Superset from Scratch">​</a></h2><h3 class="anchor anchorWithStickyNavbar_LWe7" id="os-dependencies">OS Dependencies<a href="#os-dependencies" class="hash-link" aria-label="Direct link to OS Dependencies" title="Direct link to OS Dependencies">​</a></h3><p>Superset stores database connection information in its metadata database. For that purpose, we use
 the cryptography Python library to encrypt connection passwords. Unfortunately, this library has OS
 level dependencies.</p><p><strong>Debian and Ubuntu</strong></p><p>The following command will ensure that the required dependencies are installed:</p><div class="codeBlockContainer_Ckt0 theme-code-block" style="--prism-color:#393A34;--prism-background-color:#f6f8fa"><div class="codeBlockContent_biex"><pre tabindex="0" class="prism-code language-text codeBlock_bY9V thin-scrollbar"><code class="codeBlockLines_e6Vv"><span class="token-line" style="color:#393A34"><span class="token plain">sudo apt-get install build-essential libssl-dev libffi-dev python-dev python-pip libsasl2-dev libldap2-dev default-libmysqlclient-dev</span><br></span></code></pre><div class="buttonGroup__atx"><button type="button" aria-label="Copy code to clipboard" title="Copy" class="clean-btn"><span class="copyButtonIcons_eSgA" aria-hidden="true"><svg viewBox="0 0 24 24" class="copyButtonIcon_y97N"><path fill="currentColor" d="M19,21H8V7H19M19,5H8A2,2 0 0,0 6,7V21A2,2 0 0,0 8,23H19A2,2 0 0,0 21,21V7A2,2 0 0,0 19,5M16,1H4A2,2 0 0,0 2,3V17H4V3H16V1Z"></path></svg><svg viewBox="0 0 24 24" class="copyButtonSuccessIcon_LjdS"><path fill="currentColor" d="M21,7L9,19L3.5,13.5L4.91,12.09L9,16.17L19.59,5.59L21,7Z"></path></svg></span></button></div></div></div><p>In Ubuntu 20.04 the following command will ensure that the required dependencies are installed:</p><div class="codeBlockContainer_Ckt0 theme-code-block" style="--prism-color:#393A34;--prism-background-color:#f6f8fa"><div class="codeBlockContent_biex"><pre tabindex="0" class="prism-code language-text codeBlock_bY9V thin-scrollbar"><code class="codeBlockLines_e6Vv"><span class="token-line" style="color:#393A34"><span class="token plain">sudo apt-get install build-essential libssl-dev libffi-dev python3-dev python3-pip libsasl2-dev libldap2-dev default-libmysqlclient-dev</span><br></span></code></pre><div class="buttonGroup__atx"><button type="button" aria-label="Copy code to clipboard" title="Copy" class="clean-btn"><span class="copyButtonIcons_eSgA" aria-hidden="true"><svg viewBox="0 0 24 24" class="copyButtonIcon_y97N"><path fill="currentColor" d="M19,21H8V7H19M19,5H8A2,2 0 0,0 6,7V21A2,2 0 0,0 8,23H19A2,2 0 0,0 21,21V7A2,2 0 0,0 19,5M16,1H4A2,2 0 0,0 2,3V17H4V3H16V1Z"></path></svg><svg viewBox="0 0 24 24" class="copyButtonSuccessIcon_LjdS"><path fill="currentColor" d="M21,7L9,19L3.5,13.5L4.91,12.09L9,16.17L19.59,5.59L21,7Z"></path></svg></span></button></div></div></div><p><strong>Fedora and RHEL-derivative Linux distributions</strong></p><p>Install the following packages using the <code>yum</code> package manager:</p><div class="codeBlockContainer_Ckt0 theme-code-block" style="--prism-color:#393A34;--prism-background-color:#f6f8fa"><div class="codeBlockContent_biex"><pre tabindex="0" class="prism-code language-text codeBlock_bY9V thin-scrollbar"><code class="codeBlockLines_e6Vv"><span class="token-line" style="color:#393A34"><span class="token plain">sudo yum install gcc gcc-c++ libffi-devel python-devel python-pip python-wheel openssl-devel cyrus-sasl-devel openldap-devel</span><br></span></code></pre><div class="buttonGroup__atx"><button type="button" aria-label="Copy code to clipboard" title="Copy" class="clean-btn"><span class="copyButtonIcons_eSgA" aria-hidden="true"><svg viewBox="0 0 24 24" class="copyButtonIcon_y97N"><path fill="currentColor" d="M19,21H8V7H19M19,5H8A2,2 0 0,0 6,7V21A2,2 0 0,0 8,23H19A2,2 0 0,0 21,21V7A2,2 0 0,0 19,5M16,1H4A2,2 0 0,0 2,3V17H4V3H16V1Z"></path></svg><svg viewBox="0 0 24 24" class="copyButtonSuccessIcon_LjdS"><path fill="currentColor" d="M21,7L9,19L3.5,13.5L4.91,12.09L9,16.17L19.59,5.59L21,7Z"></path></svg></span></button></div></div></div><p>In more recent versions of CentOS and Fedora, you may need to install a slightly different set of packages using <code>dnf</code>:</p><div class="codeBlockContainer_Ckt0 theme-code-block" style="--prism-color:#393A34;--prism-background-color:#f6f8fa"><div class="codeBlockContent_biex"><pre tabindex="0" class="prism-code language-text codeBlock_bY9V thin-scrollbar"><code class="codeBlockLines_e6Vv"><span class="token-line" style="color:#393A34"><span class="token plain">sudo dnf install gcc gcc-c++ libffi-devel python3-devel python3-pip python3-wheel openssl-devel cyrus-sasl-devel openldap-devel</span><br></span></code></pre><div class="buttonGroup__atx"><button type="button" aria-label="Copy code to clipboard" title="Copy" class="clean-btn"><span class="copyButtonIcons_eSgA" aria-hidden="true"><svg viewBox="0 0 24 24" class="copyButtonIcon_y97N"><path fill="currentColor" d="M19,21H8V7H19M19,5H8A2,2 0 0,0 6,7V21A2,2 0 0,0 8,23H19A2,2 0 0,0 21,21V7A2,2 0 0,0 19,5M16,1H4A2,2 0 0,0 2,3V17H4V3H16V1Z"></path></svg><svg viewBox="0 0 24 24" class="copyButtonSuccessIcon_LjdS"><path fill="currentColor" d="M21,7L9,19L3.5,13.5L4.91,12.09L9,16.17L19.59,5.59L21,7Z"></path></svg></span></button></div></div></div><p>Also, on CentOS, you may need to upgrade pip for the install to work:</p><div class="codeBlockContainer_Ckt0 theme-code-block" style="--prism-color:#393A34;--prism-background-color:#f6f8fa"><div class="codeBlockContent_biex"><pre tabindex="0" class="prism-code language-text codeBlock_bY9V thin-scrollbar"><code class="codeBlockLines_e6Vv"><span class="token-line" style="color:#393A34"><span class="token plain">pip3 install --upgrade pip</span><br></span></code></pre><div class="buttonGroup__atx"><button type="button" aria-label="Copy code to clipboard" title="Copy" class="clean-btn"><span class="copyButtonIcons_eSgA" aria-hidden="true"><svg viewBox="0 0 24 24" class="copyButtonIcon_y97N"><path fill="currentColor" d="M19,21H8V7H19M19,5H8A2,2 0 0,0 6,7V21A2,2 0 0,0 8,23H19A2,2 0 0,0 21,21V7A2,2 0 0,0 19,5M16,1H4A2,2 0 0,0 2,3V17H4V3H16V1Z"></path></svg><svg viewBox="0 0 24 24" class="copyButtonSuccessIcon_LjdS"><path fill="currentColor" d="M21,7L9,19L3.5,13.5L4.91,12.09L9,16.17L19.59,5.59L21,7Z"></path></svg></span></button></div></div></div><p><strong>Mac OS X</strong></p><p>If you&#x27;re not on the latest version of OS X, we recommend upgrading because we&#x27;ve found that many
 issues people have run into are linked to older versions of Mac OS X. After updating, install the
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try Superset locally is using Docker and Docker Compose on a Linux or Mac OSX
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7.53c-.34.3-.13.87.33.87H5v7c0 .55.45 1 1 1h3c.55 0 1-.45 1-1z" fill="currentColor"></path></svg></a></li><li class="breadcrumbs__item"><span class="breadcrumbs__link">Installation and Configuration</span><meta itemprop="position" content="1"></li><li itemscope="" itemprop="itemListElement" itemtype="https://schema.org/ListItem" class="breadcrumbs__item breadcrumbs__item--active"><span class="breadcrumbs__link" itemprop="name">Installing Locally Using Docker Compose</span><meta itemprop="position" content="2"></li></ul></nav><div class="tocCollapsible_ETCw theme-doc-toc-mobile tocMobile_ITEo"><button type="button" class="clean-btn tocCollapsibleButton_TO0P">On this page</button></div><div class="theme-doc-markdown markdown"><h2 class="anchor anchorWithStickyNavbar_LWe7" id="installing-superset-locally-using-docker-compose">Installing Superset Locally Using Docker Compose<a href="#installing-superset-locally-using-docker-compose" class="hash-link" aria-label="Direct link to Installing Superset Locally Using Docker Compose" title="Direct link to Installing Superset Locally Using Docker Compose">​</a></h2><p>The fastest way to try Superset locally is using Docker and Docker Compose on a Linux or Mac OSX
 computer. Superset does not have official support for Windows, so we have provided a VM workaround
 below.</p><h3 class="anchor anchorWithStickyNavbar_LWe7" id="1-install-a-docker-engine-and-docker-compose">1. Install a Docker Engine and Docker Compose<a href="#1-install-a-docker-engine-and-docker-compose" class="hash-link" aria-label="Direct link to 1. Install a Docker Engine and Docker Compose" title="Direct link to 1. Install a Docker Engine and Docker Compose">​</a></h3><p><strong>Mac OSX</strong></p><p><a href="https://docs.docker.com/docker-for-mac/install/" target="_blank" rel="noopener noreferrer">Install Docker for Mac</a>, which includes the Docker
 engine and a recent version of <code>docker compose</code> out of the box.</p><p>Once you have Docker for Mac installed, open up the preferences pane for Docker, go to the
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CORS" title="Direct link to CORS">​</a></h3><p>To configure CORS, or cross-origin resource sharing, the following dependency must be installed:</p><div class="language-python codeBlockContainer_Ckt0 theme-code-block" style="--prism-color:#393A34;--prism-background-color:#f6f8fa"><div class="codeBlockContent_biex"><pre tabindex="0" class="prism-code language-python codeBlock_bY9V thin-scrollbar"><code class="codeBlockLines_e6Vv"><span class="token-line" style="color:#393A34"><span class="token plain">pip install apache</span><span class="token operator" style="color:#393A34">-</span><span class="token plain">superset</span><span class="token punctuation" style="color:#393A34">[</span><span class="token plain">cors</span><span class="token punctuation" style="color:#393A34">]</span><br></span></code></pre><div class="buttonGroup__atx"><button type="button" aria-label="Copy code to clipboard" title="Copy" class="clean-btn"><span class="copyButtonIcons_eSgA" aria-hidden="true"><svg viewBox="0 0 24 24" class="copyButtonIcon_y97N"><path fill="currentColor" d="M19,21H8V7H19M19,5H8A2,2 0 0,0 6,7V21A2,2 0 0,0 8,23H19A2,2 0 0,0 21,21V7A2,2 0 0,0 19,5M16,1H4A2,2 0 0,0 2,3V17H4V3H16V1Z"></path></svg><svg viewBox="0 0 24 24" class="copyButtonSuccessIcon_LjdS"><path fill="currentColor" d="M21,7L9,19L3.5,13.5L4.91,12.09L9,16.17L19.59,5.59L21,7Z"></path></svg></span></button></div></div></div><p>The following keys in <code>superset_config.py</code> can be specified to configure CORS:</p><ul><li><code>ENABLE_CORS</code>: Must be set to <code>True</code> in order to enable CORS</li><li><code>CORS_OPTIONS</code>: options passed to Flask-CORS
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7.53c-.34.3-.13.87.33.87H5v7c0 .55.45 1 1 1h3c.55 0 1-.45 1-1z" fill="currentColor"></path></svg></a></li><li class="breadcrumbs__item"><span class="breadcrumbs__link">Installation and Configuration</span><meta itemprop="position" content="1"></li><li itemscope="" itemprop="itemListElement" itemtype="https://schema.org/ListItem" class="breadcrumbs__item breadcrumbs__item--active"><span class="breadcrumbs__link" itemprop="name">Additional Networking Settings</span><meta itemprop="position" content="2"></li></ul></nav><div class="tocCollapsible_ETCw theme-doc-toc-mobile tocMobile_ITEo"><button type="button" class="clean-btn tocCollapsibleButton_TO0P">On this page</button></div><div class="theme-doc-markdown markdown"><h2 class="anchor anchorWithStickyNavbar_LWe7" id="additional-networking-settings">Additional Networking Settings<a href="#additional-networking-settings" class="hash-link" aria-label="Direct link to Additional Networking Settings" title="Direct link to Additional Networking Settings">​</a></h2><h3 class="anchor anchorWithStickyNavbar_LWe7" id="cors">CORS<a href="#cors" class="hash-link" aria-label="Direct link to CORS" title="Direct link to CORS">​</a></h3><p>To configure CORS, or cross-origin resource sharing, the following dependency must be installed:</p><div class="language-python codeBlockContainer_Ckt0 theme-code-block" style="--prism-color:#393A34;--prism-background-color:#f6f8fa"><div class="codeBlockContent_biex"><pre tabindex="0" class="prism-code language-python codeBlock_bY9V thin-scrollbar"><code class="codeBlockLines_e6Vv"><span class="token-line" style="color:#393A34"><span class="token plain">pip install apache</span><span class="token operator" style="color:#393A34">-</span><span class="token plain">superset</span><span class="token punctuation" style="color:#393A34">[</span><span class="token plain">cors</span><span class="token punctuation" style="color:#393A34">]</span><br></span></code></pre><div class="buttonGroup__atx"><button type="button" aria-label="Copy code to clipboard" title="Copy" class="clean-btn"><span class="copyButtonIcons_eSgA" aria-hidden="true"><svg viewBox="0 0 24 24" class="copyButtonIcon_y97N"><path fill="currentColor" d="M19,21H8V7H19M19,5H8A2,2 0 0,0 6,7V21A2,2 0 0,0 8,23H19A2,2 0 0,0 21,21V7A2,2 0 0,0 19,5M16,1H4A2,2 0 0,0 2,3V17H4V3H16V1Z"></path></svg><svg viewBox="0 0 24 24" class="copyButtonSuccessIcon_LjdS"><path fill="currentColor" d="M21,7L9,19L3.5,13.5L4.91,12.09L9,16.17L19.59,5.59L21,7Z"></path></svg></span></button></div></div></div><p>The following keys in <code>superset_config.py</code> can be specified to configure CORS:</p><ul><li><code>ENABLE_CORS</code>: Must be set to <code>True</code> in order to enable CORS</li><li><code>CORS_OPTIONS</code>: options passed to Flask-CORS
 (<a href="https://flask-cors.corydolphin.com/en/latest/api.html#extension" target="_blank" rel="noopener noreferrer">documentation</a>)</li></ul><h3 class="anchor anchorWithStickyNavbar_LWe7" id="domain-sharding">Domain Sharding<a href="#domain-sharding" class="hash-link" aria-label="Direct link to Domain Sharding" title="Direct link to Domain Sharding">​</a></h3><p>Chrome allows up to 6 open connections per domain at a time. When there are more than 6 slices in
 dashboard, a lot of time fetch requests are queued up and wait for next available socket.
 <a href="https://github.com/apache/superset/pull/5039" target="_blank" rel="noopener noreferrer">PR 5039</a> adds domain sharding to Superset,
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class="breadcrumbs__link">Installation and Configuration</span><meta itemprop="position" content="1"></li><li itemscope="" itemprop="itemListElement" itemtype="https://schema.org/ListItem" class="breadcrumbs__item breadcrumbs__item--active"><span class="breadcrumbs__link" itemprop="name">Installing on Kubernetes</span><meta itemprop="position" content="2"></li></ul></nav><div class="tocCollapsible_ETCw theme-doc-toc-mobile tocMobile_ITEo"><button type="button" class="clean-btn tocCollapsibleButton_TO0P">On this page</button></div><div class="theme-doc-markdown markdown"><h2 class="anchor anchorWithStickyNavbar_LWe7" id="installing-on-kubernetes">Installing on Kubernetes<a href="#installing-on-kubernetes" class="hash-link" aria-label="Direct link to Installing on Kubernetes" title="Direct link to Installing on Kubernetes">​</a></h2><p>Running Superset on Kubernetes is supported with the provided <a href="https://helm.sh/" target="_blank" rel="noopener noreferrer">Helm</a> chart found in the official <a href="https://apache.github.io/superset/index.yaml" target="_blank" rel="noopener noreferrer">Superset helm repository</a>.</p><h3 class="anchor anchorWithStickyNavbar_LWe7" id="prerequisites">Prerequisites<a href="#prerequisites" class="hash-link" aria-label="Direct link to Prerequisites" title="Direct link to Prerequisites">​</a></h3><ul><li>A Kubernetes cluster</li><li>Helm installed</li></ul><h3 class="anchor anchorWithStickyNavbar_LWe7" id="running">Running<a href="#running" class="hash-link" aria-label="Direct link to Running" title="Direct link to Running">​</a></h3><ol><li>Add the Superset helm repository</li></ol><div class="language-sh codeBlockContainer_Ckt0 theme-code-block" style="--prism-color:#393A34;--prism-background-color:#f6f8fa"><div class="codeBlockContent_biex"><pre tabindex="0" class="prism-code language-sh codeBlock_bY9V thin-scrollbar"><code class="codeBlockLines_e6Vv"><span class="token-line" style="color:#393A34"><span class="token plain">helm repo add superset https://apache.github.io/superset</span><br></span><span class="token-line" style="color:#393A34"><span class="token plain">&quot;superset&quot; has been added to your repositories</span><br></span></code></pre><div class="buttonGroup__atx"><button type="button" aria-label="Copy code to clipboard" title="Copy" class="clean-btn"><span class="copyButtonIcons_eSgA" aria-hidden="true"><svg viewBox="0 0 24 24" class="copyButtonIcon_y97N"><path fill="currentColor" d="M19,21H8V7H19M19,5H8A2,2 0 0,0 6,7V21A2,2 0 0,0 8,23H19A2,2 0 0,0 21,21V7A2,2 0 0,0 19,5M16,1H4A2,2 0 0,0 2,3V17H4V3H16V1Z"></path></svg><svg viewBox="0 0 24 24" class="copyButtonSuccessIcon_LjdS"><path fill="currentColor" d="M21,7L9,19L3.5,13.5L4.91,12.09L9,16.17L19.59,5.59L21,7Z"></path></svg></span></button></div></div></div><ol start="2"><li>View charts in repo</li></ol><div class="language-sh codeBlockContainer_Ckt0 theme-code-block" style="--prism-color:#393A34;--prism-background-color:#f6f8fa"><div class="codeBlockContent_biex"><pre tabindex="0" class="prism-code language-sh codeBlock_bY9V thin-scrollbar"><code class="codeBlockLines_e6Vv"><span class="token-line" style="color:#393A34"><span class="token plain">helm search repo superset</span><br></span><span class="token-line" style="color:#393A34"><span class="token plain">NAME                    CHART VERSION   APP VERSION     DESCRIPTION</span><br></span><span class="token-line" style="color:#393A34"><span class="token plain">superset/superset       0.1.1           1.0             Apache Superset is a modern, enterprise-ready b...</span><br></span></code></pre><div class="buttonGroup__atx"><button type="button" aria-label="Copy code to clipboard" title="Copy" class="clean-btn"><span class="copyButtonIcons_eSgA" aria-hidden="true"><svg viewBox="0 0 24 24" class="copyButtonIcon_y97N"><path fill="currentColor" d="M19,21H8V7H19M19,5H8A2,2 0 0,0 6,7V21A2,2 0 0,0 8,23H19A2,2 0 0,0 21,21V7A2,2 0 0,0 19,5M16,1H4A2,2 0 0,0 2,3V17H4V3H16V1Z"></path></svg><svg viewBox="0 0 24 24" class="copyButtonSuccessIcon_LjdS"><path fill="currentColor" d="M21,7L9,19L3.5,13.5L4.91,12.09L9,16.17L19.59,5.59L21,7Z"></path></svg></span></button></div></div></div><ol start="3"><li>Configure your setting overrides</li></ol><p>Just like any typical Helm chart, you&#x27;ll need to craft a <code>values.yaml</code> file that would define/override any of the values exposed into the default <a href="https://github.com/apache/superset/tree/master/helm/superset/values.yaml" target="_blank" rel="noopener noreferrer">values.yaml</a>, or from any of the dependent charts it depends on:</p><ul><li><a href="https://artifacthub.io/packages/helm/bitnami/redis" target="_blank" rel="noopener noreferrer">bitnami/redis</a></li><li><a href="https://artifacthub.io/packages/helm/bitnami/postgresql" target="_blank" rel="noopener noreferrer">bitnami/postgresql</a></li></ul><p>More info down below on some important overrides you might need.</p><ol start="4"><li>Install and run</li></ol><div class="language-sh codeBlockContainer_Ckt0 theme-code-block" style="--prism-color:#393A34;--prism-background-color:#f6f8fa"><div class="codeBlockContent_biex"><pre tabindex="0" class="prism-code language-sh codeBlock_bY9V thin-scrollbar"><code class="codeBlockLines_e6Vv"><span class="token-line" style="color:#393A34"><span class="token plain">helm upgrade --install --values my-values.yaml superset superset/superset</span><br></span></code></pre><div class="buttonGroup__atx"><button type="button" aria-label="Copy code to clipboard" title="Copy" class="clean-btn"><span class="copyButtonIcons_eSgA" aria-hidden="true"><svg viewBox="0 0 24 24" class="copyButtonIcon_y97N"><path fill="currentColor" d="M19,21H8V7H19M19,5H8A2,2 0 0,0 6,7V21A2,2 0 0,0 8,23H19A2,2 0 0,0 21,21V7A2,2 0 0,0 19,5M16,1H4A2,2 0 0,0 2,3V17H4V3H16V1Z"></path></svg><svg viewBox="0 0 24 24" class="copyButtonSuccessIcon_LjdS"><path fill="currentColor" d="M21,7L9,19L3.5,13.5L4.91,12.09L9,16.17L19.59,5.59L21,7Z"></path></svg></span></button></div></div></div><p>You should see various pods popping up, such as:</p><div class="language-sh codeBlockContainer_Ckt0 theme-code-block" style="--prism-color:#393A34;--prism-background-color:#f6f8fa"><div class="codeBlockContent_biex"><pre tabindex="0" class="prism-code language-sh codeBlock_bY9V thin-scrollbar"><code class="codeBlockLines_e6Vv"><span class="token-line" style="color:#393A34"><span class="token plain">kubectl get pods</span><br></span><span class="token-line" style="color:#393A34"><span class="token plain">NAME                                    READY   STATUS      RESTARTS   AGE</span><br></span><span class="token-line" style="color:#393A34"><span class="token plain">superset-celerybeat-7cdcc9575f-k6xmc    1/1     Running     0          119s</span><br></span><span class="token-line" style="color:#393A34"><span class="token plain">superset-f5c9c667-dw9lp                 1/1     Running     0          4m7s</span><br></span><span class="token-line" style="color:#393A34"><span class="token plain">superset-f5c9c667-fk8bk                 1/1     Running     0          4m11s</span><br></span><span class="token-line" style="color:#393A34"><span class="token plain">superset-init-db-zlm9z                  0/1     Completed   0          111s</span><br></span><span class="token-line" style="color:#393A34"><span class="token plain">superset-postgresql-0                   1/1     Running     0          6d20h</span><br></span><span class="token-line" style="color:#393A34"><span class="token plain">superset-redis-master-0                 1/1     Running     0          6d20h</span><br></span><span class="token-line" style="color:#393A34"><span class="token plain">superset-worker-75b48bbcc-jmmjr         1/1     Running     0          4m8s</span><br></span><span class="token-line" style="color:#393A34"><span class="token plain">superset-worker-75b48bbcc-qrq49         1/1     Running     0          4m12s</span><br></span></code></pre><div class="buttonGroup__atx"><button type="button" aria-label="Copy code to clipboard" title="Copy" class="clean-btn"><span class="copyButtonIcons_eSgA" aria-hidden="true"><svg viewBox="0 0 24 24" class="copyButtonIcon_y97N"><path fill="currentColor" d="M19,21H8V7H19M19,5H8A2,2 0 0,0 6,7V21A2,2 0 0,0 8,23H19A2,2 0 0,0 21,21V7A2,2 0 0,0 19,5M16,1H4A2,2 0 0,0 2,3V17H4V3H16V1Z"></path></svg><svg viewBox="0 0 24 24" class="copyButtonSuccessIcon_LjdS"><path fill="currentColor" d="M21,7L9,19L3.5,13.5L4.91,12.09L9,16.17L19.59,5.59L21,7Z"></path></svg></span></button></div></div></div><p>The exact list will depend on some of your specific configuration overrides but you should generally expect:</p><ul><li>N <code>superset-xxxx-yyyy</code> and <code>superset-worker-xxxx-yyyy</code> pods (depending on your <code>supersetNode.replicaCount</code> and <code>supersetWorker.replicaCount</code> values)</li><li>1 <code>superset-postgresql-0</code> depending on your postgres settings</li><li>1 <code>superset-redis-master-0</code> depending on your redis settings</li><li>1 <code>superset-celerybeat-xxxx-yyyy</code> pod if you have <code>supersetCeleryBeat.enabled = true</code> in your values overrides</li></ul><ol><li>Access it</li></ol><p>The chart will publish appropriate services to expose the Superset UI internally within your k8s cluster. To access it externally you will have to either:</p><ul><li>Configure the Service as a <code>LoadBalancer</code> or <code>NodePort</code></li><li>Set up an <code>Ingress</code> for it - the chart includes a definition, but will need to be tuned to your needs (hostname, tls, annotations etc...)</li><li>Run <code>kubectl port-forward superset-xxxx-yyyy :8088</code> to directly tunnel one pod&#x27;s port into your localhost</li></ul><p>Depending how you configured external access, the URL will vary. Once you&#x27;ve identified the appropriate URL you can log in with:</p><ul><li>user: <code>admin</code></li><li>password: <code>admin</code></li></ul><h3 class="anchor anchorWithStickyNavbar_LWe7" id="important-settings">Important settings<a href="#important-settings" class="hash-link" aria-label="Direct link to Important settings" title="Direct link to Important settings">​</a></h3><h4 class="anchor anchorWithStickyNavbar_LWe7" id="security-settings">Security settings<a href="#security-settings" class="hash-link" aria-label="Direct link to Security settings" title="Direct link to Security settings">​</a></h4><p>Default security settings and passwords are included but you <strong>SHOULD</strong> override those with your own, in particular:</p><div class="language-yaml codeBlockContainer_Ckt0 theme-code-block" style="--prism-color:#393A34;--prism-background-color:#f6f8fa"><div class="codeBlockContent_biex"><pre tabindex="0" class="prism-code language-yaml codeBlock_bY9V thin-scrollbar"><code class="codeBlockLines_e6Vv"><span class="token-line" style="color:#393A34"><span class="token key atrule" style="color:#00a4db">postgresql</span><span class="token punctuation" style="color:#393A34">:</span><span class="token plain"></span><br></span><span class="token-line" style="color:#393A34"><span class="token plain">  </span><span class="token key atrule" style="color:#00a4db">postgresqlPassword</span><span class="token punctuation" style="color:#393A34">:</span><span class="token plain"> superset</span><br></span></code></pre><div class="buttonGroup__atx"><button type="button" aria-label="Copy code to clipboard" title="Copy" class="clean-btn"><span class="copyButtonIcons_eSgA" aria-hidden="true"><svg viewBox="0 0 24 24" class="copyButtonIcon_y97N"><path fill="currentColor" d="M19,21H8V7H19M19,5H8A2,2 0 0,0 6,7V21A2,2 0 0,0 8,23H19A2,2 0 0,0 21,21V7A2,2 0 0,0 19,5M16,1H4A2,2 0 0,0 2,3V17H4V3H16V1Z"></path></svg><svg viewBox="0 0 24 24" class="copyButtonSuccessIcon_LjdS"><path fill="currentColor" d="M21,7L9,19L3.5,13.5L4.91,12.09L9,16.17L19.59,5.59L21,7Z"></path></svg></span></button></div></div></div><p>Make sure, you set a unique strong complex alphanumeric string for your SECRET_KEY and use a tool to help you generate
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7.53c-.34.3-.13.87.33.87H5v7c0 .55.45 1 1 1h3c.55 0 1-.45 1-1z" fill="currentColor"></path></svg></a></li><li class="breadcrumbs__item"><span class="breadcrumbs__link">Installation and Configuration</span><meta itemprop="position" content="1"></li><li itemscope="" itemprop="itemListElement" itemtype="https://schema.org/ListItem" class="breadcrumbs__item breadcrumbs__item--active"><span class="breadcrumbs__link" itemprop="name">Installing on Kubernetes</span><meta itemprop="position" content="2"></li></ul></nav><div class="tocCollapsible_ETCw theme-doc-toc-mobile tocMobile_ITEo"><button type="button" class="clean-btn tocCollapsibleButton_TO0P">On this page</button></div><div class="theme-doc-markdown markdown"><h2 class="anchor anchorWithStickyNavbar_LWe7" id="installing-on-kubernetes">Installing on Kubernetes<a href="#installing-on-kubernetes" class="hash-link" aria-label="Direct link to Installing on Kubernetes" title="Direct link to Installing on Kubernetes">​</a></h2><p>Running Superset on Kubernetes is supported with the provided <a href="https://helm.sh/" target="_blank" rel="noopener noreferrer">Helm</a> chart found in the official <a href="https://apache.github.io/superset/index.yaml" target="_blank" rel="noopener noreferrer">Superset helm repository</a>.</p><h3 class="anchor anchorWithStickyNavbar_LWe7" id="prerequisites">Prerequisites<a href="#prerequisites" class="hash-link" aria-label="Direct link to Prerequisites" title="Direct link to Prerequisites">​</a></h3><ul><li>A Kubernetes cluster</li><li>Helm installed</li></ul><h3 class="anchor anchorWithStickyNavbar_LWe7" id="running">Running<a href="#running" class="hash-link" aria-label="Direct link to Running" title="Direct link to Running">​</a></h3><ol><li>Add the Superset helm repository</li></ol><div class="language-sh codeBlockContainer_Ckt0 theme-code-block" style="--prism-color:#393A34;--prism-background-color:#f6f8fa"><div class="codeBlockContent_biex"><pre tabindex="0" class="prism-code language-sh codeBlock_bY9V thin-scrollbar"><code class="codeBlockLines_e6Vv"><span class="token-line" style="color:#393A34"><span class="token plain">helm repo add superset https://apache.github.io/superset</span><br></span><span class="token-line" style="color:#393A34"><span class="token plain">&quot;superset&quot; has been added to your repositories</span><br></span></code></pre><div class="buttonGroup__atx"><button type="button" aria-label="Copy code to clipboard" title="Copy" class="clean-btn"><span class="copyButtonIcons_eSgA" aria-hidden="true"><svg viewBox="0 0 24 24" class="copyButtonIcon_y97N"><path fill="currentColor" d="M19,21H8V7H19M19,5H8A2,2 0 0,0 6,7V21A2,2 0 0,0 8,23H19A2,2 0 0,0 21,21V7A2,2 0 0,0 19,5M16,1H4A2,2 0 0,0 2,3V17H4V3H16V1Z"></path></svg><svg viewBox="0 0 24 24" class="copyButtonSuccessIcon_LjdS"><path fill="currentColor" d="M21,7L9,19L3.5,13.5L4.91,12.09L9,16.17L19.59,5.59L21,7Z"></path></svg></span></button></div></div></div><ol start="2"><li>View charts in repo</li></ol><div class="language-sh codeBlockContainer_Ckt0 theme-code-block" style="--prism-color:#393A34;--prism-background-color:#f6f8fa"><div class="codeBlockContent_biex"><pre tabindex="0" class="prism-code language-sh codeBlock_bY9V thin-scrollbar"><code class="codeBlockLines_e6Vv"><span class="token-line" style="color:#393A34"><span class="token plain">helm search repo superset</span><br></span><span class="token-line" style="color:#393A34"><span class="token plain">NAME                    CHART VERSION   APP VERSION     DESCRIPTION</span><br></span><span class="token-line" style="color:#393A34"><span class="token plain">superset/superset       0.1.1           1.0             Apache Superset is a modern, enterprise-ready b...</span><br></span></code></pre><div class="buttonGroup__atx"><button type="button" aria-label="Copy code to clipboard" title="Copy" class="clean-btn"><span class="copyButtonIcons_eSgA" aria-hidden="true"><svg viewBox="0 0 24 24" class="copyButtonIcon_y97N"><path fill="currentColor" d="M19,21H8V7H19M19,5H8A2,2 0 0,0 6,7V21A2,2 0 0,0 8,23H19A2,2 0 0,0 21,21V7A2,2 0 0,0 19,5M16,1H4A2,2 0 0,0 2,3V17H4V3H16V1Z"></path></svg><svg viewBox="0 0 24 24" class="copyButtonSuccessIcon_LjdS"><path fill="currentColor" d="M21,7L9,19L3.5,13.5L4.91,12.09L9,16.17L19.59,5.59L21,7Z"></path></svg></span></button></div></div></div><ol start="3"><li>Configure your setting overrides</li></ol><p>Just like any typical Helm chart, you&#x27;ll need to craft a <code>values.yaml</code> file that would define/override any of the values exposed into the default <a href="https://github.com/apache/superset/tree/master/helm/superset/values.yaml" target="_blank" rel="noopener noreferrer">values.yaml</a>, or from any of the dependent charts it depends on:</p><ul><li><a href="https://artifacthub.io/packages/helm/bitnami/redis" target="_blank" rel="noopener noreferrer">bitnami/redis</a></li><li><a href="https://artifacthub.io/packages/helm/bitnami/postgresql" target="_blank" rel="noopener noreferrer">bitnami/postgresql</a></li></ul><p>More info down below on some important overrides you might need.</p><ol start="4"><li>Install and run</li></ol><div class="language-sh codeBlockContainer_Ckt0 theme-code-block" style="--prism-color:#393A34;--prism-background-color:#f6f8fa"><div class="codeBlockContent_biex"><pre tabindex="0" class="prism-code language-sh codeBlock_bY9V thin-scrollbar"><code class="codeBlockLines_e6Vv"><span class="token-line" style="color:#393A34"><span class="token plain">helm upgrade --install --values my-values.yaml superset superset/superset</span><br></span></code></pre><div class="buttonGroup__atx"><button type="button" aria-label="Copy code to clipboard" title="Copy" class="clean-btn"><span class="copyButtonIcons_eSgA" aria-hidden="true"><svg viewBox="0 0 24 24" class="copyButtonIcon_y97N"><path fill="currentColor" d="M19,21H8V7H19M19,5H8A2,2 0 0,0 6,7V21A2,2 0 0,0 8,23H19A2,2 0 0,0 21,21V7A2,2 0 0,0 19,5M16,1H4A2,2 0 0,0 2,3V17H4V3H16V1Z"></path></svg><svg viewBox="0 0 24 24" class="copyButtonSuccessIcon_LjdS"><path fill="currentColor" d="M21,7L9,19L3.5,13.5L4.91,12.09L9,16.17L19.59,5.59L21,7Z"></path></svg></span></button></div></div></div><p>You should see various pods popping up, such as:</p><div class="language-sh codeBlockContainer_Ckt0 theme-code-block" style="--prism-color:#393A34;--prism-background-color:#f6f8fa"><div class="codeBlockContent_biex"><pre tabindex="0" class="prism-code language-sh codeBlock_bY9V thin-scrollbar"><code class="codeBlockLines_e6Vv"><span class="token-line" style="color:#393A34"><span class="token plain">kubectl get pods</span><br></span><span class="token-line" style="color:#393A34"><span class="token plain">NAME                                    READY   STATUS      RESTARTS   AGE</span><br></span><span class="token-line" style="color:#393A34"><span class="token plain">superset-celerybeat-7cdcc9575f-k6xmc    1/1     Running     0          119s</span><br></span><span class="token-line" style="color:#393A34"><span class="token plain">superset-f5c9c667-dw9lp                 1/1     Running     0          4m7s</span><br></span><span class="token-line" style="color:#393A34"><span class="token plain">superset-f5c9c667-fk8bk                 1/1     Running     0          4m11s</span><br></span><span class="token-line" style="color:#393A34"><span class="token plain">superset-init-db-zlm9z                  0/1     Completed   0          111s</span><br></span><span class="token-line" style="color:#393A34"><span class="token plain">superset-postgresql-0                   1/1     Running     0          6d20h</span><br></span><span class="token-line" style="color:#393A34"><span class="token plain">superset-redis-master-0                 1/1     Running     0          6d20h</span><br></span><span class="token-line" style="color:#393A34"><span class="token plain">superset-worker-75b48bbcc-jmmjr         1/1     Running     0          4m8s</span><br></span><span class="token-line" style="color:#393A34"><span class="token plain">superset-worker-75b48bbcc-qrq49         1/1     Running     0          4m12s</span><br></span></code></pre><div class="buttonGroup__atx"><button type="button" aria-label="Copy code to clipboard" title="Copy" class="clean-btn"><span class="copyButtonIcons_eSgA" aria-hidden="true"><svg viewBox="0 0 24 24" class="copyButtonIcon_y97N"><path fill="currentColor" d="M19,21H8V7H19M19,5H8A2,2 0 0,0 6,7V21A2,2 0 0,0 8,23H19A2,2 0 0,0 21,21V7A2,2 0 0,0 19,5M16,1H4A2,2 0 0,0 2,3V17H4V3H16V1Z"></path></svg><svg viewBox="0 0 24 24" class="copyButtonSuccessIcon_LjdS"><path fill="currentColor" d="M21,7L9,19L3.5,13.5L4.91,12.09L9,16.17L19.59,5.59L21,7Z"></path></svg></span></button></div></div></div><p>The exact list will depend on some of your specific configuration overrides but you should generally expect:</p><ul><li>N <code>superset-xxxx-yyyy</code> and <code>superset-worker-xxxx-yyyy</code> pods (depending on your <code>supersetNode.replicaCount</code> and <code>supersetWorker.replicaCount</code> values)</li><li>1 <code>superset-postgresql-0</code> depending on your postgres settings</li><li>1 <code>superset-redis-master-0</code> depending on your redis settings</li><li>1 <code>superset-celerybeat-xxxx-yyyy</code> pod if you have <code>supersetCeleryBeat.enabled = true</code> in your values overrides</li></ul><ol><li>Access it</li></ol><p>The chart will publish appropriate services to expose the Superset UI internally within your k8s cluster. To access it externally you will have to either:</p><ul><li>Configure the Service as a <code>LoadBalancer</code> or <code>NodePort</code></li><li>Set up an <code>Ingress</code> for it - the chart includes a definition, but will need to be tuned to your needs (hostname, tls, annotations etc...)</li><li>Run <code>kubectl port-forward superset-xxxx-yyyy :8088</code> to directly tunnel one pod&#x27;s port into your localhost</li></ul><p>Depending how you configured external access, the URL will vary. Once you&#x27;ve identified the appropriate URL you can log in with:</p><ul><li>user: <code>admin</code></li><li>password: <code>admin</code></li></ul><h3 class="anchor anchorWithStickyNavbar_LWe7" id="important-settings">Important settings<a href="#important-settings" class="hash-link" aria-label="Direct link to Important settings" title="Direct link to Important settings">​</a></h3><h4 class="anchor anchorWithStickyNavbar_LWe7" id="security-settings">Security settings<a href="#security-settings" class="hash-link" aria-label="Direct link to Security settings" title="Direct link to Security settings">​</a></h4><p>Default security settings and passwords are included but you <strong>SHOULD</strong> override those with your own, in particular:</p><div class="language-yaml codeBlockContainer_Ckt0 theme-code-block" style="--prism-color:#393A34;--prism-background-color:#f6f8fa"><div class="codeBlockContent_biex"><pre tabindex="0" class="prism-code language-yaml codeBlock_bY9V thin-scrollbar"><code class="codeBlockLines_e6Vv"><span class="token-line" style="color:#393A34"><span class="token key atrule" style="color:#00a4db">postgresql</span><span class="token punctuation" style="color:#393A34">:</span><span class="token plain"></span><br></span><span class="token-line" style="color:#393A34"><span class="token plain">  </span><span class="token key atrule" style="color:#00a4db">postgresqlPassword</span><span class="token punctuation" style="color:#393A34">:</span><span class="token plain"> superset</span><br></span></code></pre><div class="buttonGroup__atx"><button type="button" aria-label="Copy code to clipboard" title="Copy" class="clean-btn"><span class="copyButtonIcons_eSgA" aria-hidden="true"><svg viewBox="0 0 24 24" class="copyButtonIcon_y97N"><path fill="currentColor" d="M19,21H8V7H19M19,5H8A2,2 0 0,0 6,7V21A2,2 0 0,0 8,23H19A2,2 0 0,0 21,21V7A2,2 0 0,0 19,5M16,1H4A2,2 0 0,0 2,3V17H4V3H16V1Z"></path></svg><svg viewBox="0 0 24 24" class="copyButtonSuccessIcon_LjdS"><path fill="currentColor" d="M21,7L9,19L3.5,13.5L4.91,12.09L9,16.17L19.59,5.59L21,7Z"></path></svg></span></button></div></div></div><p>Make sure, you set a unique strong complex alphanumeric string for your SECRET_KEY and use a tool to help you generate
 a sufficiently random sequence.</p><ul><li>To generate a good key you can run, <code>openssl rand -base64 42</code></li></ul><div class="language-yaml codeBlockContainer_Ckt0 theme-code-block" style="--prism-color:#393A34;--prism-background-color:#f6f8fa"><div class="codeBlockContent_biex"><pre tabindex="0" class="prism-code language-yaml codeBlock_bY9V thin-scrollbar"><code class="codeBlockLines_e6Vv"><span class="token-line" style="color:#393A34"><span class="token key atrule" style="color:#00a4db">configOverrides</span><span class="token punctuation" style="color:#393A34">:</span><span class="token plain"></span><br></span><span class="token-line" style="color:#393A34"><span class="token plain">  </span><span class="token key atrule" style="color:#00a4db">secret</span><span class="token punctuation" style="color:#393A34">:</span><span class="token plain"> </span><span class="token punctuation" style="color:#393A34">|</span><span class="token scalar string" style="color:#e3116c"></span><br></span><span class="token-line" style="color:#393A34"><span class="token scalar string" style="color:#e3116c">    SECRET_KEY = &#x27;YOUR_OWN_RANDOM_GENERATED_SECRET_KEY&#x27;</span><br></span></code></pre><div class="buttonGroup__atx"><button type="button" aria-label="Copy code to clipboard" title="Copy" class="clean-btn"><span class="copyButtonIcons_eSgA" aria-hidden="true"><svg viewBox="0 0 24 24" class="copyButtonIcon_y97N"><path fill="currentColor" d="M19,21H8V7H19M19,5H8A2,2 0 0,0 6,7V21A2,2 0 0,0 8,23H19A2,2 0 0,0 21,21V7A2,2 0 0,0 19,5M16,1H4A2,2 0 0,0 2,3V17H4V3H16V1Z"></path></svg><svg viewBox="0 0 24 24" class="copyButtonSuccessIcon_LjdS"><path fill="currentColor" d="M21,7L9,19L3.5,13.5L4.91,12.09L9,16.17L19.59,5.59L21,7Z"></path></svg></span></button></div></div></div><p>If you want to change the previous secret key then you should rotate the keys.
 Default secret key for kubernetes deployment is <code>thisISaSECRET_1234</code></p><div class="language-yaml codeBlockContainer_Ckt0 theme-code-block" style="--prism-color:#393A34;--prism-background-color:#f6f8fa"><div class="codeBlockContent_biex"><pre tabindex="0" class="prism-code language-yaml codeBlock_bY9V thin-scrollbar"><code class="codeBlockLines_e6Vv"><span class="token-line" style="color:#393A34"><span class="token key atrule" style="color:#00a4db">configOverrides</span><span class="token punctuation" style="color:#393A34">:</span><span class="token plain"></span><br></span><span class="token-line" style="color:#393A34"><span class="token plain">  </span><span class="token key atrule" style="color:#00a4db">my_override</span><span class="token punctuation" style="color:#393A34">:</span><span class="token plain"> </span><span class="token punctuation" style="color:#393A34">|</span><span class="token scalar string" style="color:#e3116c"></span><br></span><span class="token-line" style="color:#393A34"><span class="token scalar string" style="color:#e3116c">    PREVIOUS_SECRET_KEY = &#x27;YOUR_PREVIOUS_SECRET_KEY&#x27;</span><br></span><span class="token-line" style="color:#393A34"><span class="token scalar string" style="color:#e3116c">    SECRET_KEY = &#x27;YOUR_OWN_RANDOM_GENERATED_SECRET_KEY&#x27;</span><span class="token plain"></span><br></span><span class="token-line" style="color:#393A34"><span class="token plain"></span><span class="token key atrule" style="color:#00a4db">init</span><span class="token punctuation" style="color:#393A34">:</span><span class="token plain"></span><br></span><span class="token-line" style="color:#393A34"><span class="token plain">  </span><span class="token key atrule" style="color:#00a4db">command</span><span class="token punctuation" style="color:#393A34">:</span><span class="token plain"></span><br></span><span class="token-line" style="color:#393A34"><span class="token plain">    </span><span class="token punctuation" style="color:#393A34">-</span><span class="token plain"> /bin/sh</span><br></span><span class="token-line" style="color:#393A34"><span class="token plain">    </span><span class="token punctuation" style="color:#393A34">-</span><span class="token plain"> </span><span class="token punctuation" style="color:#393A34">-</span><span class="token plain">c</span><br></span><span class="token-line" style="color:#393A34"><span class="token plain">    </span><span class="token punctuation" style="color:#393A34">-</span><span class="token plain"> </span><span class="token punctuation" style="color:#393A34">|</span><span class="token scalar string" style="color:#e3116c"></span><br></span><span class="token-line" style="color:#393A34"><span class="token scalar string" style="color:#e3116c">      . {{ .Values.configMountPath }}/superset_bootstrap.sh</span><br></span><span class="token-line" style="color:#393A34"><span class="token scalar string" style="color:#e3116c">      superset re-encrypt-secrets</span><br></span><span class="token-line" style="color:#393A34"><span class="token scalar string" style="color:#e3116c">      . {{ .Values.configMountPath }}/superset_init.sh</span><br></span></code></pre><div class="buttonGroup__atx"><button type="button" aria-label="Copy code to clipboard" title="Copy" class="clean-btn"><span class="copyButtonIcons_eSgA" aria-hidden="true"><svg viewBox="0 0 24 24" class="copyButtonIcon_y97N"><path fill="currentColor" d="M19,21H8V7H19M19,5H8A2,2 0 0,0 6,7V21A2,2 0 0,0 8,23H19A2,2 0 0,0 21,21V7A2,2 0 0,0 19,5M16,1H4A2,2 0 0,0 2,3V17H4V3H16V1Z"></path></svg><svg viewBox="0 0 24 24" class="copyButtonSuccessIcon_LjdS"><path fill="currentColor" d="M21,7L9,19L3.5,13.5L4.91,12.09L9,16.17L19.59,5.59L21,7Z"></path></svg></span></button></div></div></div><div class="theme-admonition theme-admonition-note alert alert--secondary admonition_LlT9"><div class="admonitionHeading_tbUL"><span class="admonitionIcon_kALy"><svg viewBox="0 0 14 16"><path fill-rule="evenodd" d="M6.3 5.69a.942.942 0 0 1-.28-.7c0-.28.09-.52.28-.7.19-.18.42-.28.7-.28.28 0 .52.09.7.28.18.19.28.42.28.7 0 .28-.09.52-.28.7a1 1 0 0 1-.7.3c-.28 0-.52-.11-.7-.3zM8 7.99c-.02-.25-.11-.48-.31-.69-.2-.19-.42-.3-.69-.31H6c-.27.02-.48.13-.69.31-.2.2-.3.44-.31.69h1v3c.02.27.11.5.31.69.2.2.42.31.69.31h1c.27 0 .48-.11.69-.31.2-.19.3-.42.31-.69H8V7.98v.01zM7 2.3c-3.14 0-5.7 2.54-5.7 5.68 0 3.14 2.56 5.7 5.7 5.7s5.7-2.55 5.7-5.7c0-3.15-2.56-5.69-5.7-5.69v.01zM7 .98c3.86 0 7 3.14 7 7s-3.14 7-7 7-7-3.12-7-7 3.14-7 7-7z"></path></svg></span>note</div><div class="admonitionContent_S0QG"><p>Superset uses <a href="https://about.scarf.sh/scarf-gateway" target="_blank" rel="noopener noreferrer">Scarf Gateway</a> to collect telemetry data.  Knowing the installation counts for different Superset versions informs the  project&#x27;s decisions about patching and long-term support. Scarf purges personally identifiable information (PII) and provides only aggregated statistics.</p><p>To opt-out of this data collection in your Helm-based installation, edit the <code>repository:</code> line in your <code>helm/superset/values.yaml</code> file, replacing <code>apachesuperset.docker.scarf.sh/apache/superset</code> with <code>apache/superset</code> to pull the image directly from Docker Hub.</p></div></div><h4 class="anchor anchorWithStickyNavbar_LWe7" id="dependencies">Dependencies<a href="#dependencies" class="hash-link" aria-label="Direct link to Dependencies" title="Direct link to Dependencies">​</a></h4><p>Install additional packages and do any other bootstrap configuration in the bootstrap script.
 For production clusters it&#x27;s recommended to build own image with this step done in CI.</p><div class="theme-admonition theme-admonition-note alert alert--secondary admonition_LlT9"><div class="admonitionHeading_tbUL"><span class="admonitionIcon_kALy"><svg viewBox="0 0 14 16"><path fill-rule="evenodd" d="M6.3 5.69a.942.942 0 0 1-.28-.7c0-.28.09-.52.28-.7.19-.18.42-.28.7-.28.28 0 .52.09.7.28.18.19.28.42.28.7 0 .28-.09.52-.28.7a1 1 0 0 1-.7.3c-.28 0-.52-.11-.7-.3zM8 7.99c-.02-.25-.11-.48-.31-.69-.2-.19-.42-.3-.69-.31H6c-.27.02-.48.13-.69.31-.2.2-.3.44-.31.69h1v3c.02.27.11.5.31.69.2.2.42.31.69.31h1c.27 0 .48-.11.69-.31.2-.19.3-.42.31-.69H8V7.98v.01zM7 2.3c-3.14 0-5.7 2.54-5.7 5.68 0 3.14 2.56 5.7 5.7 5.7s5.7-2.55 5.7-5.7c0-3.15-2.56-5.69-5.7-5.69v.01zM7 .98c3.86 0 7 3.14 7 7s-3.14 7-7 7-7-3.12-7-7 3.14-7 7-7z"></path></svg></span>note</div><div class="admonitionContent_S0QG"><p>Superset requires a Python DB-API database driver and a SQLAlchemy
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class="breadcrumbs__link">Installation and Configuration</span><meta itemprop="position" content="1"></li><li itemscope="" itemprop="itemListElement" itemtype="https://schema.org/ListItem" class="breadcrumbs__item breadcrumbs__item--active"><span class="breadcrumbs__link" itemprop="name">Setup SSH Tunneling</span><meta itemprop="position" content="2"></li></ul></nav><div class="tocCollapsible_ETCw theme-doc-toc-mobile tocMobile_ITEo"><button type="button" class="clean-btn tocCollapsibleButton_TO0P">On this page</button></div><div class="theme-doc-markdown markdown"><h2 class="anchor anchorWithStickyNavbar_LWe7" id="ssh-tunneling">SSH Tunneling<a href="#ssh-tunneling" class="hash-link" aria-label="Direct link to SSH Tunneling" title="Direct link to SSH Tunneling">​</a></h2><ol><li><p>Turn on feature flag</p><ul><li>Change <a href="https://github.com/apache/superset/blob/eb8386e3f0647df6d1bbde8b42073850796cc16f/superset/config.py#L489" target="_blank" rel="noopener noreferrer"><code>SSH_TUNNELING</code></a> to <code>True</code></li><li>If you want to add more security when establishing the tunnel we allow users to overwrite the <code>SSHTunnelManager</code> class <a href="https://github.com/apache/superset/blob/eb8386e3f0647df6d1bbde8b42073850796cc16f/superset/config.py#L507" target="_blank" rel="noopener noreferrer">here</a></li><li>You can also set the <a href="https://github.com/apache/superset/blob/eb8386e3f0647df6d1bbde8b42073850796cc16f/superset/config.py#L508" target="_blank" rel="noopener noreferrer"><code>SSH_TUNNEL_LOCAL_BIND_ADDRESS</code></a> this the host address where the tunnel will be accessible on your VPC</li></ul></li><li><p>Create database w/ ssh tunnel enabled</p><ul><li>With the feature flag enabled you should now see ssh tunnel toggle.</li><li>Click the toggle to enables ssh tunneling and add your credentials accordingly.<ul><li>Superset allows for 2 different type authentication (Basic + Private Key). These credentials should come from your service provider.</li></ul></li></ul></li><li><p>Verify data is flowing</p><ul><li>Once SSH tunneling has been enabled, go to SQL Lab and write a query to verify data is properly flowing.</li></ul></li></ol></div><footer class="theme-doc-footer docusaurus-mt-lg"><div class="theme-doc-footer-edit-meta-row row"><div class="col"><a href="https://github.com/apache/superset/tree/master/docs/docs/installation/setup-ssh-tunneling.mdx" target="_blank" rel="noreferrer noopener" class="theme-edit-this-page"><svg fill="currentColor" height="20" width="20" viewBox="0 0 40 40" class="iconEdit_Z9Sw" aria-hidden="true"><g><path d="m34.5 11.7l-3 3.1-6.3-6.3 3.1-3q0.5-0.5 1.2-0.5t1.1 0.5l3.9 3.9q0.5 0.4 0.5 1.1t-0.5 1.2z m-29.5 17.1l18.4-18.5 6.3 6.3-18.4 18.4h-6.3v-6.2z"></path></g></svg>Edit this page</a></div><div class="col lastUpdated_vwxv"></div></div></footer></article><nav class="pagination-nav docusaurus-mt-lg" aria-label="Docs pages"><a class="pagination-nav__link pagination-nav__link--prev" href="/docs/installation/sql-templating"><div class="pagination-nav__sublabel">Previous</div><div class="pagination-nav__label">SQL Templating</div></a><a class="pagination-nav__link pagination-nav__link--next" href="/docs/creating-charts-dashboards/creating-your-first-dashboard"><div class="pagination-nav__sublabel">Next</div><div class="pagination-nav__label">Creating Your First Dashboard</div></a></nav></div></div><div class="col col--3"><div class="tableOfContents_bqdL thin-scrollbar theme-doc-toc-desktop"><ul class="table-of-contents table-of-contents__left-border"><li><a href="#ssh-tunneling" class="table-of-contents__link toc-highlight">SSH Tunneling</a></li></ul></div></div></div></div></main></div></div><footer class="footer"><div class="container container-fluid"><div class="footer__bottom text--center"><div class="footer__copyright">
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href="https://github.com/apache/superset/blob/eb8386e3f0647df6d1bbde8b42073850796cc16f/superset/config.py#L489" target="_blank" rel="noopener noreferrer"><code>SSH_TUNNELING</code></a> to <code>True</code></li><li>If you want to add more security when establishing the tunnel we allow users to overwrite the <code>SSHTunnelManager</code> class <a href="https://github.com/apache/superset/blob/eb8386e3f0647df6d1bbde8b42073850796cc16f/superset/config.py#L507" target="_blank" rel="noopener noreferrer">here</a></li><li>You can also set the <a href="https://github.com/apache/superset/blob/eb8386e3f0647df6d1bbde8b42073850796cc16f/superset/config.py#L508" target="_blank" rel="noopener noreferrer"><code>SSH_TUNNEL_LOCAL_BIND_ADDRESS</code></a> this the host address where the tunnel will be accessible on your VPC</li></ul></li><li><p>Create database w/ ssh tunnel enabled</p><ul><li>With the feature flag enabled you should now see ssh tunnel toggle.</li><li>Click the toggle to enables ssh tunneling and add your credentials accordingly.<ul><li>Superset allows for 2 different type authentication (Basic + Private Key). These credentials should come from your service provider.</li></ul></li></ul></li><li><p>Verify data is flowing</p><ul><li>Once SSH tunneling has been enabled, go to SQL Lab and write a query to verify data is properly flowing.</li></ul></li></ol></div><footer class="theme-doc-footer docusaurus-mt-lg"><div class="theme-doc-footer-edit-meta-row row"><div class="col"><a href="https://github.com/apache/superset/tree/master/docs/docs/installation/setup-ssh-tunneling.mdx" target="_blank" rel="noreferrer noopener" class="theme-edit-this-page"><svg fill="currentColor" height="20" width="20" viewBox="0 0 40 40" class="iconEdit_Z9Sw" aria-hidden="true"><g><path d="m34.5 11.7l-3 3.1-6.3-6.3 3.1-3q0.5-0.5 1.2-0.5t1.1 0.5l3.9 3.9q0.5 0.4 0.5 1.1t-0.5 1.2z m-29.5 17.1l18.4-18.5 6.3 6.3-18.4 18.4h-6.3v-6.2z"></path></g></svg>Edit this page</a></div><div class="col lastUpdated_vwxv"></div></div></footer></article><nav class="pagination-nav docusaurus-mt-lg" aria-label="Docs pages"><a class="pagination-nav__link pagination-nav__link--prev" href="/docs/installation/sql-templating"><div class="pagination-nav__sublabel">Previous</div><div class="pagination-nav__label">SQL Templating</div></a><a class="pagination-nav__link pagination-nav__link--next" href="/docs/installation/docker"><div class="pagination-nav__sublabel">Next</div><div class="pagination-nav__label">Docker Images and Tags</div></a></nav></div></div><div class="col col--3"><div class="tableOfContents_bqdL thin-scrollbar theme-doc-toc-desktop"><ul class="table-of-contents table-of-contents__left-border"><li><a href="#ssh-tunneling" class="table-of-contents__link toc-highlight">SSH Tunneling</a></li></ul></div></div></div></div></main></div></div><footer class="footer"><div class="container container-fluid"><div class="footer__bottom text--center"><div class="footer__copyright">
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class="breadcrumbs__link">Installation and Configuration</span><meta itemprop="position" content="1"></li><li itemscope="" itemprop="itemListElement" itemtype="https://schema.org/ListItem" class="breadcrumbs__item breadcrumbs__item--active"><span class="breadcrumbs__link" itemprop="name">Upgrading Superset</span><meta itemprop="position" content="2"></li></ul></nav><div class="tocCollapsible_ETCw theme-doc-toc-mobile tocMobile_ITEo"><button type="button" class="clean-btn tocCollapsibleButton_TO0P">On this page</button></div><div class="theme-doc-markdown markdown"><h2 class="anchor anchorWithStickyNavbar_LWe7" id="upgrading-superset">Upgrading Superset<a href="#upgrading-superset" class="hash-link" aria-label="Direct link to Upgrading Superset" title="Direct link to Upgrading Superset">​</a></h2><h3 class="anchor anchorWithStickyNavbar_LWe7" id="docker-compose">Docker Compose<a href="#docker-compose" class="hash-link" aria-label="Direct link to Docker Compose" title="Direct link to Docker Compose">​</a></h3><p>First make sure to wind down the running containers in Docker Compose:</p><div class="language-bash codeBlockContainer_Ckt0 theme-code-block" style="--prism-color:#393A34;--prism-background-color:#f6f8fa"><div class="codeBlockContent_biex"><pre tabindex="0" class="prism-code language-bash codeBlock_bY9V thin-scrollbar"><code class="codeBlockLines_e6Vv"><span class="token-line" style="color:#393A34"><span class="token function" style="color:#d73a49">docker</span><span class="token plain"> compose down</span><br></span></code></pre><div class="buttonGroup__atx"><button type="button" aria-label="Copy code to clipboard" title="Copy" class="clean-btn"><span class="copyButtonIcons_eSgA" aria-hidden="true"><svg viewBox="0 0 24 24" class="copyButtonIcon_y97N"><path fill="currentColor" d="M19,21H8V7H19M19,5H8A2,2 0 0,0 6,7V21A2,2 0 0,0 8,23H19A2,2 0 0,0 21,21V7A2,2 0 0,0 19,5M16,1H4A2,2 0 0,0 2,3V17H4V3H16V1Z"></path></svg><svg viewBox="0 0 24 24" class="copyButtonSuccessIcon_LjdS"><path fill="currentColor" d="M21,7L9,19L3.5,13.5L4.91,12.09L9,16.17L19.59,5.59L21,7Z"></path></svg></span></button></div></div></div><p>Then, update the folder that mirrors the <code>superset</code> repo through git:</p><div class="language-bash codeBlockContainer_Ckt0 theme-code-block" style="--prism-color:#393A34;--prism-background-color:#f6f8fa"><div class="codeBlockContent_biex"><pre tabindex="0" class="prism-code language-bash codeBlock_bY9V thin-scrollbar"><code class="codeBlockLines_e6Vv"><span class="token-line" style="color:#393A34"><span class="token builtin class-name">cd</span><span class="token plain"> superset/</span><br></span><span class="token-line" style="color:#393A34"><span class="token plain"></span><span class="token function" style="color:#d73a49">git</span><span class="token plain"> pull origin master</span><br></span></code></pre><div class="buttonGroup__atx"><button type="button" aria-label="Copy code to clipboard" title="Copy" class="clean-btn"><span class="copyButtonIcons_eSgA" aria-hidden="true"><svg viewBox="0 0 24 24" class="copyButtonIcon_y97N"><path fill="currentColor" d="M19,21H8V7H19M19,5H8A2,2 0 0,0 6,7V21A2,2 0 0,0 8,23H19A2,2 0 0,0 21,21V7A2,2 0 0,0 19,5M16,1H4A2,2 0 0,0 2,3V17H4V3H16V1Z"></path></svg><svg viewBox="0 0 24 24" class="copyButtonSuccessIcon_LjdS"><path fill="currentColor" d="M21,7L9,19L3.5,13.5L4.91,12.09L9,16.17L19.59,5.59L21,7Z"></path></svg></span></button></div></div></div><p>Then, restart the containers and any changed Docker images will be automatically pulled down:</p><div class="language-bash codeBlockContainer_Ckt0 theme-code-block" style="--prism-color:#393A34;--prism-background-color:#f6f8fa"><div class="codeBlockContent_biex"><pre tabindex="0" class="prism-code language-bash codeBlock_bY9V thin-scrollbar"><code class="codeBlockLines_e6Vv"><span class="token-line" style="color:#393A34"><span class="token function" style="color:#d73a49">docker</span><span class="token plain"> compose up</span><br></span></code></pre><div class="buttonGroup__atx"><button type="button" aria-label="Copy code to clipboard" title="Copy" class="clean-btn"><span class="copyButtonIcons_eSgA" aria-hidden="true"><svg viewBox="0 0 24 24" class="copyButtonIcon_y97N"><path fill="currentColor" d="M19,21H8V7H19M19,5H8A2,2 0 0,0 6,7V21A2,2 0 0,0 8,23H19A2,2 0 0,0 21,21V7A2,2 0 0,0 19,5M16,1H4A2,2 0 0,0 2,3V17H4V3H16V1Z"></path></svg><svg viewBox="0 0 24 24" class="copyButtonSuccessIcon_LjdS"><path fill="currentColor" d="M21,7L9,19L3.5,13.5L4.91,12.09L9,16.17L19.59,5.59L21,7Z"></path></svg></span></button></div></div></div><h3 class="anchor anchorWithStickyNavbar_LWe7" id="updating-superset-manually">Updating Superset Manually<a href="#updating-superset-manually" class="hash-link" aria-label="Direct link to Updating Superset Manually" title="Direct link to Updating Superset Manually">​</a></h3><p>To upgrade superset in a native installation, run the following commands:</p><div class="language-bash codeBlockContainer_Ckt0 theme-code-block" style="--prism-color:#393A34;--prism-background-color:#f6f8fa"><div class="codeBlockContent_biex"><pre tabindex="0" class="prism-code language-bash codeBlock_bY9V thin-scrollbar"><code class="codeBlockLines_e6Vv"><span class="token-line" style="color:#393A34"><span class="token plain">pip </span><span class="token function" style="color:#d73a49">install</span><span class="token plain"> apache-superset --upgrade</span><br></span><span class="token-line" style="color:#393A34"><span class="token plain">superset db upgrade</span><br></span><span class="token-line" style="color:#393A34"><span class="token plain">superset init</span><br></span></code></pre><div class="buttonGroup__atx"><button type="button" aria-label="Copy code to clipboard" title="Copy" class="clean-btn"><span class="copyButtonIcons_eSgA" aria-hidden="true"><svg viewBox="0 0 24 24" class="copyButtonIcon_y97N"><path fill="currentColor" d="M19,21H8V7H19M19,5H8A2,2 0 0,0 6,7V21A2,2 0 0,0 8,23H19A2,2 0 0,0 21,21V7A2,2 0 0,0 19,5M16,1H4A2,2 0 0,0 2,3V17H4V3H16V1Z"></path></svg><svg viewBox="0 0 24 24" class="copyButtonSuccessIcon_LjdS"><path fill="currentColor" d="M21,7L9,19L3.5,13.5L4.91,12.09L9,16.17L19.59,5.59L21,7Z"></path></svg></span></button></div></div></div><p>While upgrading superset should not delete your charts and dashboards, we recommend following best
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id="docker-compose">Docker Compose<a href="#docker-compose" class="hash-link" aria-label="Direct link to Docker Compose" title="Direct link to Docker Compose">​</a></h3><p>First make sure to wind down the running containers in Docker Compose:</p><div class="language-bash codeBlockContainer_Ckt0 theme-code-block" style="--prism-color:#393A34;--prism-background-color:#f6f8fa"><div class="codeBlockContent_biex"><pre tabindex="0" class="prism-code language-bash codeBlock_bY9V thin-scrollbar"><code class="codeBlockLines_e6Vv"><span class="token-line" style="color:#393A34"><span class="token function" style="color:#d73a49">docker</span><span class="token plain"> compose down</span><br></span></code></pre><div class="buttonGroup__atx"><button type="button" aria-label="Copy code to clipboard" title="Copy" class="clean-btn"><span class="copyButtonIcons_eSgA" aria-hidden="true"><svg viewBox="0 0 24 24" class="copyButtonIcon_y97N"><path fill="currentColor" d="M19,21H8V7H19M19,5H8A2,2 0 0,0 6,7V21A2,2 0 0,0 8,23H19A2,2 0 0,0 21,21V7A2,2 0 0,0 19,5M16,1H4A2,2 0 0,0 2,3V17H4V3H16V1Z"></path></svg><svg viewBox="0 0 24 24" class="copyButtonSuccessIcon_LjdS"><path fill="currentColor" d="M21,7L9,19L3.5,13.5L4.91,12.09L9,16.17L19.59,5.59L21,7Z"></path></svg></span></button></div></div></div><p>Then, update the folder that mirrors the <code>superset</code> repo through git:</p><div class="language-bash codeBlockContainer_Ckt0 theme-code-block" style="--prism-color:#393A34;--prism-background-color:#f6f8fa"><div class="codeBlockContent_biex"><pre tabindex="0" class="prism-code language-bash codeBlock_bY9V thin-scrollbar"><code class="codeBlockLines_e6Vv"><span class="token-line" style="color:#393A34"><span class="token builtin class-name">cd</span><span class="token plain"> superset/</span><br></span><span class="token-line" style="color:#393A34"><span class="token plain"></span><span class="token function" style="color:#d73a49">git</span><span class="token plain"> pull origin master</span><br></span></code></pre><div class="buttonGroup__atx"><button type="button" aria-label="Copy code to clipboard" title="Copy" class="clean-btn"><span class="copyButtonIcons_eSgA" aria-hidden="true"><svg viewBox="0 0 24 24" class="copyButtonIcon_y97N"><path fill="currentColor" d="M19,21H8V7H19M19,5H8A2,2 0 0,0 6,7V21A2,2 0 0,0 8,23H19A2,2 0 0,0 21,21V7A2,2 0 0,0 19,5M16,1H4A2,2 0 0,0 2,3V17H4V3H16V1Z"></path></svg><svg viewBox="0 0 24 24" class="copyButtonSuccessIcon_LjdS"><path fill="currentColor" d="M21,7L9,19L3.5,13.5L4.91,12.09L9,16.17L19.59,5.59L21,7Z"></path></svg></span></button></div></div></div><p>Then, restart the containers and any changed Docker images will be automatically pulled down:</p><div class="language-bash codeBlockContainer_Ckt0 theme-code-block" style="--prism-color:#393A34;--prism-background-color:#f6f8fa"><div class="codeBlockContent_biex"><pre tabindex="0" class="prism-code language-bash codeBlock_bY9V thin-scrollbar"><code class="codeBlockLines_e6Vv"><span class="token-line" style="color:#393A34"><span class="token function" style="color:#d73a49">docker</span><span class="token plain"> compose up</span><br></span></code></pre><div class="buttonGroup__atx"><button type="button" aria-label="Copy code to clipboard" title="Copy" class="clean-btn"><span class="copyButtonIcons_eSgA" aria-hidden="true"><svg viewBox="0 0 24 24" class="copyButtonIcon_y97N"><path fill="currentColor" d="M19,21H8V7H19M19,5H8A2,2 0 0,0 6,7V21A2,2 0 0,0 8,23H19A2,2 0 0,0 21,21V7A2,2 0 0,0 19,5M16,1H4A2,2 0 0,0 2,3V17H4V3H16V1Z"></path></svg><svg viewBox="0 0 24 24" class="copyButtonSuccessIcon_LjdS"><path fill="currentColor" d="M21,7L9,19L3.5,13.5L4.91,12.09L9,16.17L19.59,5.59L21,7Z"></path></svg></span></button></div></div></div><h3 class="anchor anchorWithStickyNavbar_LWe7" id="updating-superset-manually">Updating Superset Manually<a href="#updating-superset-manually" class="hash-link" aria-label="Direct link to Updating Superset Manually" title="Direct link to Updating Superset Manually">​</a></h3><p>To upgrade superset in a native installation, run the following commands:</p><div class="language-bash codeBlockContainer_Ckt0 theme-code-block" style="--prism-color:#393A34;--prism-background-color:#f6f8fa"><div class="codeBlockContent_biex"><pre tabindex="0" class="prism-code language-bash codeBlock_bY9V thin-scrollbar"><code class="codeBlockLines_e6Vv"><span class="token-line" style="color:#393A34"><span class="token plain">pip </span><span class="token function" style="color:#d73a49">install</span><span class="token plain"> apache-superset --upgrade</span><br></span><span class="token-line" style="color:#393A34"><span class="token plain">superset db upgrade</span><br></span><span class="token-line" style="color:#393A34"><span class="token plain">superset init</span><br></span></code></pre><div class="buttonGroup__atx"><button type="button" aria-label="Copy code to clipboard" title="Copy" class="clean-btn"><span class="copyButtonIcons_eSgA" aria-hidden="true"><svg viewBox="0 0 24 24" class="copyButtonIcon_y97N"><path fill="currentColor" d="M19,21H8V7H19M19,5H8A2,2 0 0,0 6,7V21A2,2 0 0,0 8,23H19A2,2 0 0,0 21,21V7A2,2 0 0,0 19,5M16,1H4A2,2 0 0,0 2,3V17H4V3H16V1Z"></path></svg><svg viewBox="0 0 24 24" class="copyButtonSuccessIcon_LjdS"><path fill="currentColor" d="M21,7L9,19L3.5,13.5L4.91,12.09L9,16.17L19.59,5.59L21,7Z"></path></svg></span></button></div></div></div><p>While upgrading superset should not delete your charts and dashboards, we recommend following best
 practices and to backup your metadata database before upgrading. Before upgrading production, we
 recommend upgrading in a staging environment and upgrading production finally during off-peak usage.</p></div><footer class="theme-doc-footer docusaurus-mt-lg"><div class="theme-doc-footer-edit-meta-row row"><div class="col"><a href="https://github.com/apache/superset/tree/master/docs/docs/installation/upgrading-superset.mdx" target="_blank" rel="noreferrer noopener" class="theme-edit-this-page"><svg fill="currentColor" height="20" width="20" viewBox="0 0 40 40" class="iconEdit_Z9Sw" aria-hidden="true"><g><path d="m34.5 11.7l-3 3.1-6.3-6.3 3.1-3q0.5-0.5 1.2-0.5t1.1 0.5l3.9 3.9q0.5 0.4 0.5 1.1t-0.5 1.2z m-29.5 17.1l18.4-18.5 6.3 6.3-18.4 18.4h-6.3v-6.2z"></path></g></svg>Edit this page</a></div><div class="col lastUpdated_vwxv"></div></div></footer></article><nav class="pagination-nav docusaurus-mt-lg" aria-label="Docs pages"><a class="pagination-nav__link pagination-nav__link--prev" href="/docs/installation/event-logging"><div class="pagination-nav__sublabel">Previous</div><div class="pagination-nav__label">Event Logging</div></a><a class="pagination-nav__link pagination-nav__link--next" href="/docs/installation/async-queries-celery"><div class="pagination-nav__sublabel">Next</div><div class="pagination-nav__label">Async Queries via Celery</div></a></nav></div></div><div class="col col--3"><div class="tableOfContents_bqdL thin-scrollbar theme-doc-toc-desktop"><ul class="table-of-contents table-of-contents__left-border"><li><a href="#upgrading-superset" class="table-of-contents__link toc-highlight">Upgrading Superset</a><ul><li><a href="#docker-compose" class="table-of-contents__link toc-highlight">Docker Compose</a></li><li><a href="#updating-superset-manually" class="table-of-contents__link toc-highlight">Updating Superset Manually</a></li></ul></li></ul></div></div></div></div></main></div></div><footer class="footer"><div class="container container-fluid"><div class="footer__bottom text--center"><div class="footer__copyright">
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diff --git a/docs/security/cves/index.html b/docs/security/cves/index.html
index cacd3d2..fb09168 100644
--- a/docs/security/cves/index.html
+++ b/docs/security/cves/index.html
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diff --git a/docs/security/index.html b/docs/security/index.html
index 7f4ee78..804004b 100644
--- a/docs/security/index.html
+++ b/docs/security/index.html
@@ -18,8 +18,8 @@
 
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diff --git a/index.html b/index.html
index 5cb1e45..2626a54 100644
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+++ b/index.html
@@ -18,8 +18,8 @@
 
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diff --git a/markdown-page/index.html b/markdown-page/index.html
index f2dc0cf..dd71533 100644
--- a/markdown-page/index.html
+++ b/markdown-page/index.html
@@ -18,8 +18,8 @@
 
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diff --git a/search/index.html b/search/index.html
index 98aa123..9646081 100644
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+++ b/search/index.html
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diff --git a/sitemap.xml b/sitemap.xml
index 643ec90..153d8a8 100644
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