deploying docs: docs(FAQ): remove reference to filter box, add Q&A re: usage analytics (#25435) (apache/superset@b33d152a5bec2d2a94f49d8b85a6d8fd168eb2ca)
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+"use strict";(self.webpackChunkdocs_v_2=self.webpackChunkdocs_v_2||[]).push([[7285],{22627:(e,t,a)=>{a.r(t),a.d(t,{assets:()=>l,contentTitle:()=>r,default:()=>c,frontMatter:()=>o,metadata:()=>i,toc:()=>u});var n=a(83117),s=(a(67294),a(3905));const o={title:"Frequently Asked Questions",hide_title:!0,sidebar_position:7},r=void 0,i={unversionedId:"frequently-asked-questions",id:"frequently-asked-questions",title:"Frequently Asked Questions",description:"Frequently Asked Questions",source:"@site/docs/frequently-asked-questions.mdx",sourceDirName:".",slug:"/frequently-asked-questions",permalink:"/docs/frequently-asked-questions",draft:!1,editUrl:"https://github.com/apache/superset/tree/master/docs/docs/frequently-asked-questions.mdx",tags:[],version:"current",sidebarPosition:7,frontMatter:{title:"Frequently Asked Questions",hide_title:!0,sidebar_position:7},sidebar:"tutorialSidebar",previous:{title:"Creating Visualization Plugins",permalink:"/docs/contributing/creating-viz-plugins"},next:{title:"API",permalink:"/docs/api"}},l={},u=[{value:"Frequently Asked Questions",id:"frequently-asked-questions",level:2},{value:"How big of a dataset can Superset handle?",id:"how-big-of-a-dataset-can-superset-handle",level:3},{value:"What are the computing specifications required to run Superset?",id:"what-are-the-computing-specifications-required-to-run-superset",level:3},{value:"Can I join / query multiple tables at one time?",id:"can-i-join--query-multiple-tables-at-one-time",level:3},{value:"How do I create my own visualization?",id:"how-do-i-create-my-own-visualization",level:3},{value:"Can I upload and visualize CSV data?",id:"can-i-upload-and-visualize-csv-data",level:3},{value:"Why are my queries timing out?",id:"why-are-my-queries-timing-out",level:3},{value:"Why is the map not visible in the geospatial visualization?",id:"why-is-the-map-not-visible-in-the-geospatial-visualization",level:3},{value:"How to limit the timed refresh on a dashboard?",id:"how-to-limit-the-timed-refresh-on-a-dashboard",level:3},{value:"What if the table schema changed?",id:"what-if-the-table-schema-changed",level:3},{value:"What database engine can I use as a backend for Superset?",id:"what-database-engine-can-i-use-as-a-backend-for-superset",level:3},{value:"How can I configure OAuth authentication and authorization?",id:"how-can-i-configure-oauth-authentication-and-authorization",level:3},{value:"How can I set a default filter on my dashboard?",id:"how-can-i-set-a-default-filter-on-my-dashboard",level:3},{value:"Is there a way to force the dashboard to use specific colors?",id:"is-there-a-way-to-force-the-dashboard-to-use-specific-colors",level:3},{value:"Does Superset work with insert database engine here?",id:"does-superset-work-with-insert-database-engine-here",level:3},{value:"Does Superset offer a public API?",id:"does-superset-offer-a-public-api",level:3},{value:"How can I see usage statistics (e.g., monthly active users)?",id:"how-can-i-see-usage-statistics-eg-monthly-active-users",level:3},{value:"What Does Hours Offset in the Edit Dataset view do?",id:"what-does-hours-offset-in-the-edit-dataset-view-do",level:3},{value:"Does Superset collect any telemetry data?",id:"does-superset-collect-any-telemetry-data",level:3}],d={toc:u},p="wrapper";function c(e){let{components:t,...a}=e;return(0,s.kt)(p,(0,n.Z)({},d,a,{components:t,mdxType:"MDXLayout"}),(0,s.kt)("h2",{id:"frequently-asked-questions"},"Frequently Asked Questions"),(0,s.kt)("h3",{id:"how-big-of-a-dataset-can-superset-handle"},"How big of a dataset can Superset handle?"),(0,s.kt)("p",null,"Superset can work with even gigantic databases! Superset acts as a thin layer above your underlying\ndatabases or data engines, which do all the processing. Superset simply visualizes the results of\nthe query."),(0,s.kt)("p",null,"The key to achieving acceptable performance in Superset is whether your database can execute queries\nand return results at a speed that is acceptable to your users. If you experience slow performance with\nSuperset, benchmark and tune your data warehouse."),(0,s.kt)("h3",{id:"what-are-the-computing-specifications-required-to-run-superset"},"What are the computing specifications required to run Superset?"),(0,s.kt)("p",null,"The specs of your Superset installation depend on how many users you have and what their activity is, not\non the size of your data. Superset admins in the community have reported 8GB RAM, 2vCPUs as adequate to\nrun a moderately-sized instance. To develop Superset, e.g., compile code or build images, you may\nneed more power."),(0,s.kt)("p",null,"Monitor your resource usage and increase or decrease as needed. Note that Superset usage has a tendency\nto occur in spikes, e.g., if everyone in a meeting loads the same dashboard at once."),(0,s.kt)("p",null,"Superset's application metadata does not require a very large database to store it, though\nthe log file grows over time."),(0,s.kt)("h3",{id:"can-i-join--query-multiple-tables-at-one-time"},"Can I join / query multiple tables at one time?"),(0,s.kt)("p",null,"Not in the Explore or Visualization UI. A Superset SQLAlchemy datasource can only be a single table\nor a view."),(0,s.kt)("p",null,"When working with tables, the solution would be to create a table that contains all the fields\nneeded for your analysis, most likely through some scheduled batch process."),(0,s.kt)("p",null,"A view is a simple logical layer that abstracts an arbitrary SQL queries as a virtual table. This can\nallow you to join and union multiple tables and to apply some transformation using arbitrary SQL\nexpressions. The limitation there is your database performance, as Superset effectively will run a\nquery on top of your query (view). A good practice may be to limit yourself to joining your main\nlarge table to one or many small tables only, and avoid using ",(0,s.kt)("em",{parentName:"p"},"GROUP BY")," where possible as Superset\nwill do its own ",(0,s.kt)("em",{parentName:"p"},"GROUP BY")," and doing the work twice might slow down performance."),(0,s.kt)("p",null,"Whether you use a table or a view, performance depends on how fast your database can deliver\nthe result to users interacting with Superset."),(0,s.kt)("p",null,"However, if you are using SQL Lab, there is no such limitation. You can write SQL queries to join\nmultiple tables as long as your database account has access to the tables."),(0,s.kt)("h3",{id:"how-do-i-create-my-own-visualization"},"How do I create my own visualization?"),(0,s.kt)("p",null,"We recommend reading the instructions in\n",(0,s.kt)("a",{parentName:"p",href:"/docs/contributing/creating-viz-plugins"},"Creating Visualization Plugins"),"."),(0,s.kt)("h3",{id:"can-i-upload-and-visualize-csv-data"},"Can I upload and visualize CSV data?"),(0,s.kt)("p",null,"Absolutely! Read the instructions ",(0,s.kt)("a",{parentName:"p",href:"/docs/creating-charts-dashboards/exploring-data"},"here")," to learn\nhow to enable and use CSV upload."),(0,s.kt)("h3",{id:"why-are-my-queries-timing-out"},"Why are my queries timing out?"),(0,s.kt)("p",null,"There are many reasons may cause long query timing out."),(0,s.kt)("p",null,"For running long query from Sql Lab, by default Superset allows it run as long as 6 hours before it\nbeing killed by celery. If you want to increase the time for running query, you can specify the\ntimeout in configuration. For example:"),(0,s.kt)("pre",null,(0,s.kt)("code",{parentName:"pre"},"SQLLAB_ASYNC_TIME_LIMIT_SEC = 60 * 60 * 6\n")),(0,s.kt)("p",null,"If you are seeing timeouts (504 Gateway Time-out) when loading dashboard or explore slice, you are\nprobably behind gateway or proxy server (such as Nginx). If it did not receive a timely response\nfrom Superset server (which is processing long queries), these web servers will send 504 status code\nto clients directly. Superset has a client-side timeout limit to address this issue. If query didn\u2019t\ncome back within client-side timeout (60 seconds by default), Superset will display warning message\nto avoid gateway timeout message. If you have a longer gateway timeout limit, you can change the\ntimeout settings in ",(0,s.kt)("strong",{parentName:"p"},"superset_config.py"),":"),(0,s.kt)("pre",null,(0,s.kt)("code",{parentName:"pre"},"SUPERSET_WEBSERVER_TIMEOUT = 60\n")),(0,s.kt)("h3",{id:"why-is-the-map-not-visible-in-the-geospatial-visualization"},"Why is the map not visible in the geospatial visualization?"),(0,s.kt)("p",null,"You need to register a free account at ",(0,s.kt)("a",{parentName:"p",href:"https://www.mapbox.com"},"Mapbox.com"),", obtain an API key, and add it\nto ",(0,s.kt)("strong",{parentName:"p"},".env")," and ",(0,s.kt)("strong",{parentName:"p"},".env-non-dev")," at the key MAPBOX_API_KEY:"),(0,s.kt)("pre",null,(0,s.kt)("code",{parentName:"pre"},'MAPBOX_API_KEY = "longstringofalphanumer1c"\n')),(0,s.kt)("h3",{id:"how-to-limit-the-timed-refresh-on-a-dashboard"},"How to limit the timed refresh on a dashboard?"),(0,s.kt)("p",null,"By default, the dashboard timed refresh feature allows you to automatically re-query every slice on\na dashboard according to a set schedule. Sometimes, however, you won\u2019t want all of the slices to be\nrefreshed - especially if some data is slow moving, or run heavy queries. To exclude specific slices\nfrom the timed refresh process, add the ",(0,s.kt)("inlineCode",{parentName:"p"},"timed_refresh_immune_slices")," key to the dashboard JSON\nMetadata field:"),(0,s.kt)("pre",null,(0,s.kt)("code",{parentName:"pre"},'{\n "filter_immune_slices": [],\n "expanded_slices": {},\n "filter_immune_slice_fields": {},\n "timed_refresh_immune_slices": [324]\n}\n')),(0,s.kt)("p",null,"In the example above, if a timed refresh is set for the dashboard, then every slice except 324 will\nbe automatically re-queried on schedule."),(0,s.kt)("p",null,"Slice refresh will also be staggered over the specified period. You can turn off this staggering by\nsetting the ",(0,s.kt)("inlineCode",{parentName:"p"},"stagger_refresh")," to false and modify the stagger period by setting ",(0,s.kt)("inlineCode",{parentName:"p"},"stagger_time")," to a\nvalue in milliseconds in the JSON Metadata field:"),(0,s.kt)("pre",null,(0,s.kt)("code",{parentName:"pre"},'{\n "stagger_refresh": false,\n "stagger_time": 2500\n}\n')),(0,s.kt)("p",null,"Here, the entire dashboard will refresh at once if periodic refresh is on. The stagger time of 2.5\nseconds is ignored."),(0,s.kt)("p",null,(0,s.kt)("strong",{parentName:"p"},"Why does \u2018flask fab\u2019 or superset freezed/hung/not responding when started (my home directory is\nNFS mounted)?")),(0,s.kt)("p",null,"By default, Superset creates and uses an SQLite database at ",(0,s.kt)("inlineCode",{parentName:"p"},"~/.superset/superset.db"),". SQLite is\nknown to ",(0,s.kt)("a",{parentName:"p",href:"https://www.sqlite.org/lockingv3.html"},"not work well if used on NFS")," due to broken file\nlocking implementation on NFS."),(0,s.kt)("p",null,"You can override this path using the ",(0,s.kt)("strong",{parentName:"p"},"SUPERSET_HOME")," environment variable."),(0,s.kt)("p",null,"Another workaround is to change where superset stores the sqlite database by adding the following in\n",(0,s.kt)("inlineCode",{parentName:"p"},"superset_config.py"),":"),(0,s.kt)("pre",null,(0,s.kt)("code",{parentName:"pre"},"SQLALCHEMY_DATABASE_URI = 'sqlite:////new/location/superset.db'\n")),(0,s.kt)("p",null,"You can read more about customizing Superset using the configuration file\n",(0,s.kt)("a",{parentName:"p",href:"/docs/installation/configuring-superset"},"here"),"."),(0,s.kt)("h3",{id:"what-if-the-table-schema-changed"},"What if the table schema changed?"),(0,s.kt)("p",null,"Table schemas evolve, and Superset needs to reflect that. It\u2019s pretty common in the life cycle of a\ndashboard to want to add a new dimension or metric. To get Superset to discover your new columns,\nall you have to do is to go to ",(0,s.kt)("strong",{parentName:"p"},"Data -> Datasets"),", click the edit icon next to the dataset\nwhose schema has changed, and hit ",(0,s.kt)("strong",{parentName:"p"},"Sync columns from source")," from the ",(0,s.kt)("strong",{parentName:"p"},"Columns")," tab.\nBehind the scene, the new columns will get merged it. Following this, you may want to re-edit the\ntable afterwards to configure the Columns tab, check the appropriate boxes and save again."),(0,s.kt)("h3",{id:"what-database-engine-can-i-use-as-a-backend-for-superset"},"What database engine can I use as a backend for Superset?"),(0,s.kt)("p",null,"To clarify, the database backend is an OLTP database used by Superset to store its internal\ninformation like your list of users and dashboard definitions. While Superset supports a\n",(0,s.kt)("a",{parentName:"p",href:"https://superset.apache.org/docs/databases/installing-database-drivers/"},"variety of databases as data ",(0,s.kt)("em",{parentName:"a"},"sources")),",\nonly a few database engines are supported for use as the OLTP backend / metadata store."),(0,s.kt)("p",null,"Superset is tested using MySQL, PostgreSQL, and SQLite backends. It\u2019s recommended you install\nSuperset on one of these database servers for production. Installation on other OLTP databases\nmay work but isn\u2019t tested. It has been reported that ",(0,s.kt)("a",{parentName:"p",href:"https://github.com/apache/superset/issues/18961"},"Microsoft SQL Server does ",(0,s.kt)("em",{parentName:"a"},"not"),"\nwork as a Superset backend"),". Column-store,\nnon-OLTP databases are not designed for this type of workload."),(0,s.kt)("h3",{id:"how-can-i-configure-oauth-authentication-and-authorization"},"How can I configure OAuth authentication and authorization?"),(0,s.kt)("p",null,"You can take a look at this Flask-AppBuilder\n",(0,s.kt)("a",{parentName:"p",href:"https://github.com/dpgaspar/Flask-AppBuilder/blob/master/examples/oauth/config.py"},"configuration example"),"."),(0,s.kt)("h3",{id:"how-can-i-set-a-default-filter-on-my-dashboard"},"How can I set a default filter on my dashboard?"),(0,s.kt)("p",null,"Simply apply the filter and save the dashboard while the filter is active."),(0,s.kt)("h3",{id:"is-there-a-way-to-force-the-dashboard-to-use-specific-colors"},"Is there a way to force the dashboard to use specific colors?"),(0,s.kt)("p",null,"It is possible on a per-dashboard basis by providing a mapping of labels to colors in the JSON\nMetadata attribute using the ",(0,s.kt)("inlineCode",{parentName:"p"},"label_colors")," key."),(0,s.kt)("pre",null,(0,s.kt)("code",{parentName:"pre"},'{\n "label_colors": {\n "Girls": "#FF69B4",\n "Boys": "#ADD8E6"\n }\n}\n')),(0,s.kt)("h3",{id:"does-superset-work-with-insert-database-engine-here"},"Does Superset work with ","[insert database engine here]","?"),(0,s.kt)("p",null,"The ",(0,s.kt)("a",{parentName:"p",href:"/docs/databases/installing-database-drivers"},"Connecting to Databases section")," provides the best\noverview for supported databases. Database engines not listed on that page may work too. We rely on\nthe community to contribute to this knowledge base."),(0,s.kt)("p",null,"For a database engine to be supported in Superset through the SQLAlchemy connector, it requires\nhaving a Python compliant ",(0,s.kt)("a",{parentName:"p",href:"https://docs.sqlalchemy.org/en/13/dialects/"},"SQLAlchemy dialect")," as well\nas a ",(0,s.kt)("a",{parentName:"p",href:"https://www.python.org/dev/peps/pep-0249/"},"DBAPI driver")," defined. Database that have limited\nSQL support may work as well. For instance it\u2019s possible to connect to Druid through the SQLAlchemy\nconnector even though Druid does not support joins and subqueries. Another key element for a\ndatabase to be supported is through the Superset Database Engine Specification interface. This\ninterface allows for defining database-specific configurations and logic that go beyond the\nSQLAlchemy and DBAPI scope. This includes features like:"),(0,s.kt)("ul",null,(0,s.kt)("li",{parentName:"ul"},"date-related SQL function that allow Superset to fetch different time granularities when running\ntime-series queries"),(0,s.kt)("li",{parentName:"ul"},"whether the engine supports subqueries. If false, Superset may run 2-phase queries to compensate\nfor the limitation"),(0,s.kt)("li",{parentName:"ul"},"methods around processing logs and inferring the percentage of completion of a query"),(0,s.kt)("li",{parentName:"ul"},"technicalities as to how to handle cursors and connections if the driver is not standard DBAPI")),(0,s.kt)("p",null,"Beyond the SQLAlchemy connector, it\u2019s also possible, though much more involved, to extend Superset\nand write your own connector. The only example of this at the moment is the Druid connector, which\nis getting superseded by Druid\u2019s growing SQL support and the recent availability of a DBAPI and\nSQLAlchemy driver. If the database you are considering integrating has any kind of of SQL support,\nit\u2019s probably preferable to go the SQLAlchemy route. Note that for a native connector to be possible\nthe database needs to have support for running OLAP-type queries and should be able to things that\nare typical in basic SQL:"),(0,s.kt)("ul",null,(0,s.kt)("li",{parentName:"ul"},"aggregate data"),(0,s.kt)("li",{parentName:"ul"},"apply filters"),(0,s.kt)("li",{parentName:"ul"},"apply HAVING-type filters"),(0,s.kt)("li",{parentName:"ul"},"be schema-aware, expose columns and types")),(0,s.kt)("h3",{id:"does-superset-offer-a-public-api"},"Does Superset offer a public API?"),(0,s.kt)("p",null,"Yes, a public REST API, and the surface of that API formal is expanding steadily. You can read more about this API and\ninteract with it using Swagger ",(0,s.kt)("a",{parentName:"p",href:"/docs/api"},"here"),"."),(0,s.kt)("p",null,"Some of the\noriginal vision for the collection of endpoints under ",(0,s.kt)("strong",{parentName:"p"},"/api/v1")," was originally specified in\n",(0,s.kt)("a",{parentName:"p",href:"https://github.com/apache/superset/issues/7259"},"SIP-17")," and constant progress has been\nmade to cover more and more use cases."),(0,s.kt)("p",null,"The API available is documented using ",(0,s.kt)("a",{parentName:"p",href:"https://swagger.io/"},"Swagger")," and the documentation can be\nmade available under ",(0,s.kt)("strong",{parentName:"p"},"/swagger/v1")," by enabling the following flag in ",(0,s.kt)("inlineCode",{parentName:"p"},"superset_config.py"),":"),(0,s.kt)("pre",null,(0,s.kt)("code",{parentName:"pre"},"FAB_API_SWAGGER_UI = True\n")),(0,s.kt)("p",null,"There are other undocumented ","[private]"," ways to interact with Superset programmatically that offer no\nguarantees and are not recommended but may fit your use case temporarily:"),(0,s.kt)("ul",null,(0,s.kt)("li",{parentName:"ul"},"using the ORM (SQLAlchemy) directly"),(0,s.kt)("li",{parentName:"ul"},"using the internal FAB ModelView API (to be deprecated in Superset)"),(0,s.kt)("li",{parentName:"ul"},"altering the source code in your fork")),(0,s.kt)("h3",{id:"how-can-i-see-usage-statistics-eg-monthly-active-users"},"How can I see usage statistics (e.g., monthly active users)?"),(0,s.kt)("p",null,"This functionality is not included with Superset, but you can extract and analyze Superset's application\nmetadata to see what actions have occurred. By default, user activities are logged in the ",(0,s.kt)("inlineCode",{parentName:"p"},"logs")," table\nin Superset's metadata database. One company has published a write-up of ",(0,s.kt)("a",{parentName:"p",href:"https://engineering.hometogo.com/monitor-superset-usage-via-superset-c7f9fba79525"},"how they analyzed Superset\nusage, including example queries"),"."),(0,s.kt)("h3",{id:"what-does-hours-offset-in-the-edit-dataset-view-do"},"What Does Hours Offset in the Edit Dataset view do?"),(0,s.kt)("p",null,"In the Edit Dataset view, you can specify a time offset. This field lets you configure the\nnumber of hours to be added or subtracted from the time column.\nThis can be used, for example, to convert UTC time to local time."),(0,s.kt)("h3",{id:"does-superset-collect-any-telemetry-data"},"Does Superset collect any telemetry data?"),(0,s.kt)("p",null,"Superset uses ",(0,s.kt)("a",{parentName:"p",href:"https://about.scarf.sh/"},"Scarf")," by default to collect basic telemetry data upon installing and/or running Superset. This data helps the maintainers of Superset better understand which versions of Superset are being used, in order to prioritize patch/minor releases and security fixes.\nWe use the ",(0,s.kt)("a",{parentName:"p",href:"https://docs.scarf.sh/gateway/"},"Scarf Gateway")," to sit in front of container registries, and the ",(0,s.kt)("a",{parentName:"p",href:"https://about.scarf.sh/package-sdks"},"scarf-js")," package to track ",(0,s.kt)("inlineCode",{parentName:"p"},"npm")," installations.\nScarf purges PII and provides aggregated statistics. Superset users can easily opt out of analytics in various ways documented ",(0,s.kt)("a",{parentName:"p",href:"https://docs.scarf.sh/gateway/#do-not-track"},"here")," and ",(0,s.kt)("a",{parentName:"p",href:"https://docs.scarf.sh/package-analytics/#as-a-user-of-a-package-using-scarf-js-how-can-i-opt-out-of-analytics"},"here"),". Additional opt-out instructions for Docker users are available on the ",(0,s.kt)("a",{parentName:"p",href:"https://superset.apache.org/docs/installation/installing-superset-using-docker-compose"},"Docker Installation")," page."))}c.isMDXComponent=!0},3905:(e,t,a)=>{a.d(t,{Zo:()=>d,kt:()=>m});var n=a(67294);function s(e,t,a){return t in e?Object.defineProperty(e,t,{value:a,enumerable:!0,configurable:!0,writable:!0}):e[t]=a,e}function o(e,t){var a=Object.keys(e);if(Object.getOwnPropertySymbols){var n=Object.getOwnPropertySymbols(e);t&&(n=n.filter((function(t){return Object.getOwnPropertyDescriptor(e,t).enumerable}))),a.push.apply(a,n)}return a}function r(e){for(var t=1;t<arguments.length;t++){var a=null!=arguments[t]?arguments[t]:{};t%2?o(Object(a),!0).forEach((function(t){s(e,t,a[t])})):Object.getOwnPropertyDescriptors?Object.defineProperties(e,Object.getOwnPropertyDescriptors(a)):o(Object(a)).forEach((function(t){Object.defineProperty(e,t,Object.getOwnPropertyDescriptor(a,t))}))}return e}function i(e,t){if(null==e)return{};var a,n,s=function(e,t){if(null==e)return{};var a,n,s={},o=Object.keys(e);for(n=0;n<o.length;n++)a=o[n],t.indexOf(a)>=0||(s[a]=e[a]);return s}(e,t);if(Object.getOwnPropertySymbols){var o=Object.getOwnPropertySymbols(e);for(n=0;n<o.length;n++)a=o[n],t.indexOf(a)>=0||Object.prototype.propertyIsEnumerable.call(e,a)&&(s[a]=e[a])}return s}var l=n.createContext({}),u=function(e){var t=n.useContext(l),a=t;return e&&(a="function"==typeof e?e(t):r(r({},t),e)),a},d=function(e){var t=u(e.components);return n.createElement(l.Provider,{value:t},e.children)},p="mdxType",c={inlineCode:"code",wrapper:function(e){var t=e.children;return n.createElement(n.Fragment,{},t)}},h=n.forwardRef((function(e,t){var a=e.components,s=e.mdxType,o=e.originalType,l=e.parentName,d=i(e,["components","mdxType","originalType","parentName"]),p=u(a),h=s,m=p["".concat(l,".").concat(h)]||p[h]||c[h]||o;return a?n.createElement(m,r(r({ref:t},d),{},{components:a})):n.createElement(m,r({ref:t},d))}));function m(e,t){var a=arguments,s=t&&t.mdxType;if("string"==typeof e||s){var o=a.length,r=new Array(o);r[0]=h;var i={};for(var l in t)hasOwnProperty.call(t,l)&&(i[l]=t[l]);i.originalType=e,i[p]="string"==typeof e?e:s,r[1]=i;for(var u=2;u<o;u++)r[u]=a[u];return n.createElement.apply(null,r)}return n.createElement.apply(null,a)}h.displayName="MDXCreateElement"}}]);
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-"use strict";(self.webpackChunkdocs_v_2=self.webpackChunkdocs_v_2||[]).push([[7285],{22627:(e,t,a)=>{a.r(t),a.d(t,{assets:()=>l,contentTitle:()=>r,default:()=>h,frontMatter:()=>i,metadata:()=>s,toc:()=>u});var n=a(83117),o=(a(67294),a(3905));const i={title:"Frequently Asked Questions",hide_title:!0,sidebar_position:7},r=void 0,s={unversionedId:"frequently-asked-questions",id:"frequently-asked-questions",title:"Frequently Asked Questions",description:"Frequently Asked Questions",source:"@site/docs/frequently-asked-questions.mdx",sourceDirName:".",slug:"/frequently-asked-questions",permalink:"/docs/frequently-asked-questions",draft:!1,editUrl:"https://github.com/apache/superset/tree/master/docs/docs/frequently-asked-questions.mdx",tags:[],version:"current",sidebarPosition:7,frontMatter:{title:"Frequently Asked Questions",hide_title:!0,sidebar_position:7},sidebar:"tutorialSidebar",previous:{title:"Creating Visualization Plugins",permalink:"/docs/contributing/creating-viz-plugins"},next:{title:"API",permalink:"/docs/api"}},l={},u=[{value:"Frequently Asked Questions",id:"frequently-asked-questions",level:2},{value:"How big of a dataset can Superset handle?",id:"how-big-of-a-dataset-can-superset-handle",level:3},{value:"What are the computing specifications required to run Superset?",id:"what-are-the-computing-specifications-required-to-run-superset",level:3},{value:"Can I join / query multiple tables at one time?",id:"can-i-join--query-multiple-tables-at-one-time",level:3},{value:"How do I create my own visualization?",id:"how-do-i-create-my-own-visualization",level:3},{value:"Can I upload and visualize CSV data?",id:"can-i-upload-and-visualize-csv-data",level:3},{value:"Why are my queries timing out?",id:"why-are-my-queries-timing-out",level:3},{value:"Why is the map not visible in the geospatial visualization?",id:"why-is-the-map-not-visible-in-the-geospatial-visualization",level:3},{value:"How to add dynamic filters to a dashboard?",id:"how-to-add-dynamic-filters-to-a-dashboard",level:3},{value:"How to limit the timed refresh on a dashboard?",id:"how-to-limit-the-timed-refresh-on-a-dashboard",level:3},{value:"What if the table schema changed?",id:"what-if-the-table-schema-changed",level:3},{value:"What database engine can I use as a backend for Superset?",id:"what-database-engine-can-i-use-as-a-backend-for-superset",level:3},{value:"How can I configure OAuth authentication and authorization?",id:"how-can-i-configure-oauth-authentication-and-authorization",level:3},{value:"How can I set a default filter on my dashboard?",id:"how-can-i-set-a-default-filter-on-my-dashboard",level:3},{value:"Is there a way to force the dashboard to use specific colors?",id:"is-there-a-way-to-force-the-dashboard-to-use-specific-colors",level:3},{value:"Does Superset work with insert database engine here?",id:"does-superset-work-with-insert-database-engine-here",level:3},{value:"Does Superset offer a public API?",id:"does-superset-offer-a-public-api",level:3},{value:"What Does Hours Offset in the Edit Dataset view do?",id:"what-does-hours-offset-in-the-edit-dataset-view-do",level:3},{value:"Does Superset collect any telemetry data?",id:"does-superset-collect-any-telemetry-data",level:3}],d={toc:u},p="wrapper";function h(e){let{components:t,...a}=e;return(0,o.kt)(p,(0,n.Z)({},d,a,{components:t,mdxType:"MDXLayout"}),(0,o.kt)("h2",{id:"frequently-asked-questions"},"Frequently Asked Questions"),(0,o.kt)("h3",{id:"how-big-of-a-dataset-can-superset-handle"},"How big of a dataset can Superset handle?"),(0,o.kt)("p",null,"Superset can work with even gigantic databases! Superset acts as a thin layer above your underlying\ndatabases or data engines, which do all the processing. Superset simply visualizes the results of\nthe query."),(0,o.kt)("p",null,"The key to achieving acceptable performance in Superset is whether your database can execute queries\nand return results at a speed that is acceptable to your users. If you experience slow performance with\nSuperset, benchmark and tune your data warehouse."),(0,o.kt)("h3",{id:"what-are-the-computing-specifications-required-to-run-superset"},"What are the computing specifications required to run Superset?"),(0,o.kt)("p",null,"The specs of your Superset installation depend on how many users you have and what their activity is, not\non the size of your data. Superset admins in the community have reported 8GB RAM, 2vCPUs as adequate to\nrun a moderately-sized instance. To develop Superset, e.g., compile code or build images, you may\nneed more power."),(0,o.kt)("p",null,"Monitor your resource usage and increase or decrease as needed. Note that Superset usage has a tendency\nto occur in spikes, e.g., if everyone in a meeting loads the same dashboard at once."),(0,o.kt)("p",null,"Superset's application metadata does not require a very large database to store it, though\nthe log file grows over time."),(0,o.kt)("h3",{id:"can-i-join--query-multiple-tables-at-one-time"},"Can I join / query multiple tables at one time?"),(0,o.kt)("p",null,"Not in the Explore or Visualization UI. A Superset SQLAlchemy datasource can only be a single table\nor a view."),(0,o.kt)("p",null,"When working with tables, the solution would be to create a table that contains all the fields\nneeded for your analysis, most likely through some scheduled batch process."),(0,o.kt)("p",null,"A view is a simple logical layer that abstracts an arbitrary SQL queries as a virtual table. This can\nallow you to join and union multiple tables and to apply some transformation using arbitrary SQL\nexpressions. The limitation there is your database performance, as Superset effectively will run a\nquery on top of your query (view). A good practice may be to limit yourself to joining your main\nlarge table to one or many small tables only, and avoid using ",(0,o.kt)("em",{parentName:"p"},"GROUP BY")," where possible as Superset\nwill do its own ",(0,o.kt)("em",{parentName:"p"},"GROUP BY")," and doing the work twice might slow down performance."),(0,o.kt)("p",null,"Whether you use a table or a view, performance depends on how fast your database can deliver\nthe result to users interacting with Superset."),(0,o.kt)("p",null,"However, if you are using SQL Lab, there is no such limitation. You can write SQL queries to join\nmultiple tables as long as your database account has access to the tables."),(0,o.kt)("h3",{id:"how-do-i-create-my-own-visualization"},"How do I create my own visualization?"),(0,o.kt)("p",null,"We recommend reading the instructions in\n",(0,o.kt)("a",{parentName:"p",href:"/docs/contributing/creating-viz-plugins"},"Creating Visualization Plugins"),"."),(0,o.kt)("h3",{id:"can-i-upload-and-visualize-csv-data"},"Can I upload and visualize CSV data?"),(0,o.kt)("p",null,"Absolutely! Read the instructions ",(0,o.kt)("a",{parentName:"p",href:"/docs/creating-charts-dashboards/exploring-data"},"here")," to learn\nhow to enable and use CSV upload."),(0,o.kt)("h3",{id:"why-are-my-queries-timing-out"},"Why are my queries timing out?"),(0,o.kt)("p",null,"There are many reasons may cause long query timing out."),(0,o.kt)("p",null,"For running long query from Sql Lab, by default Superset allows it run as long as 6 hours before it\nbeing killed by celery. If you want to increase the time for running query, you can specify the\ntimeout in configuration. For example:"),(0,o.kt)("pre",null,(0,o.kt)("code",{parentName:"pre"},"SQLLAB_ASYNC_TIME_LIMIT_SEC = 60 * 60 * 6\n")),(0,o.kt)("p",null,"If you are seeing timeouts (504 Gateway Time-out) when loading dashboard or explore slice, you are\nprobably behind gateway or proxy server (such as Nginx). If it did not receive a timely response\nfrom Superset server (which is processing long queries), these web servers will send 504 status code\nto clients directly. Superset has a client-side timeout limit to address this issue. If query didn\u2019t\ncome back within client-side timeout (60 seconds by default), Superset will display warning message\nto avoid gateway timeout message. If you have a longer gateway timeout limit, you can change the\ntimeout settings in ",(0,o.kt)("strong",{parentName:"p"},"superset_config.py"),":"),(0,o.kt)("pre",null,(0,o.kt)("code",{parentName:"pre"},"SUPERSET_WEBSERVER_TIMEOUT = 60\n")),(0,o.kt)("h3",{id:"why-is-the-map-not-visible-in-the-geospatial-visualization"},"Why is the map not visible in the geospatial visualization?"),(0,o.kt)("p",null,"You need to register a free account at ",(0,o.kt)("a",{parentName:"p",href:"https://www.mapbox.com"},"Mapbox.com"),", obtain an API key, and add it\nto ",(0,o.kt)("strong",{parentName:"p"},".env")," and ",(0,o.kt)("strong",{parentName:"p"},".env-non-dev")," at the key MAPBOX_API_KEY:"),(0,o.kt)("pre",null,(0,o.kt)("code",{parentName:"pre"},'MAPBOX_API_KEY = "longstringofalphanumer1c"\n')),(0,o.kt)("h3",{id:"how-to-add-dynamic-filters-to-a-dashboard"},"How to add dynamic filters to a dashboard?"),(0,o.kt)("p",null,"Use the ",(0,o.kt)("strong",{parentName:"p"},"Filter Box")," widget, build a slice, and add it to your dashboard."),(0,o.kt)("p",null,"The ",(0,o.kt)("strong",{parentName:"p"},"Filter Box")," widget allows you to define a query to populate dropdowns that can be used for\nfiltering. To build the list of distinct values, we run a query, and sort the result by the metric\nyou provide, sorting descending."),(0,o.kt)("p",null,"The widget also has a checkbox ",(0,o.kt)("strong",{parentName:"p"},"Date Filter"),", which enables time filtering capabilities to your\ndashboard. After checking the box and refreshing, you\u2019ll see a from and a to dropdown show up."),(0,o.kt)("p",null,"By default, the filtering will be applied to all the slices that are built on top of a datasource\nthat shares the column name that the filter is based on. It\u2019s also a requirement for that column to\nbe checked as \u201cfilterable\u201d in the column tab of the table editor."),(0,o.kt)("p",null,"But what about if you don\u2019t want certain widgets to get filtered on your dashboard? You can do that\nby editing your dashboard, and in the form, edit the JSON Metadata field, more specifically the\n",(0,o.kt)("inlineCode",{parentName:"p"},"filter_immune_slices")," key, that receives an array of sliceIds that should never be affected by any\ndashboard level filtering."),(0,o.kt)("pre",null,(0,o.kt)("code",{parentName:"pre"},'{\n "filter_immune_slices": [324, 65, 92],\n "expanded_slices": {},\n "filter_immune_slice_fields": {\n "177": ["country_name", "__time_range"],\n "32": ["__time_range"]\n },\n "timed_refresh_immune_slices": [324]\n}\n')),(0,o.kt)("p",null,"In the json blob above, slices 324, 65 and 92 won\u2019t be affected by any dashboard level filtering."),(0,o.kt)("p",null,"Now note the ",(0,o.kt)("inlineCode",{parentName:"p"},"filter_immune_slice_fields")," key. This one allows you to be more specific and define\nfor a specific slice_id, which filter fields should be disregarded."),(0,o.kt)("p",null,"Note the use of the ",(0,o.kt)("inlineCode",{parentName:"p"},"__time_range")," keyword, which is reserved for dealing with the time boundary\nfiltering mentioned above."),(0,o.kt)("p",null,"But what happens with filtering when dealing with slices coming from different tables or databases?\nIf the column name is shared, the filter will be applied, it\u2019s as simple as that."),(0,o.kt)("h3",{id:"how-to-limit-the-timed-refresh-on-a-dashboard"},"How to limit the timed refresh on a dashboard?"),(0,o.kt)("p",null,"By default, the dashboard timed refresh feature allows you to automatically re-query every slice on\na dashboard according to a set schedule. Sometimes, however, you won\u2019t want all of the slices to be\nrefreshed - especially if some data is slow moving, or run heavy queries. To exclude specific slices\nfrom the timed refresh process, add the ",(0,o.kt)("inlineCode",{parentName:"p"},"timed_refresh_immune_slices")," key to the dashboard JSON\nMetadata field:"),(0,o.kt)("pre",null,(0,o.kt)("code",{parentName:"pre"},'{\n "filter_immune_slices": [],\n "expanded_slices": {},\n "filter_immune_slice_fields": {},\n "timed_refresh_immune_slices": [324]\n}\n')),(0,o.kt)("p",null,"In the example above, if a timed refresh is set for the dashboard, then every slice except 324 will\nbe automatically re-queried on schedule."),(0,o.kt)("p",null,"Slice refresh will also be staggered over the specified period. You can turn off this staggering by\nsetting the ",(0,o.kt)("inlineCode",{parentName:"p"},"stagger_refresh")," to false and modify the stagger period by setting ",(0,o.kt)("inlineCode",{parentName:"p"},"stagger_time")," to a\nvalue in milliseconds in the JSON Metadata field:"),(0,o.kt)("pre",null,(0,o.kt)("code",{parentName:"pre"},'{\n "stagger_refresh": false,\n "stagger_time": 2500\n}\n')),(0,o.kt)("p",null,"Here, the entire dashboard will refresh at once if periodic refresh is on. The stagger time of 2.5\nseconds is ignored."),(0,o.kt)("p",null,(0,o.kt)("strong",{parentName:"p"},"Why does \u2018flask fab\u2019 or superset freezed/hung/not responding when started (my home directory is\nNFS mounted)?")),(0,o.kt)("p",null,"By default, Superset creates and uses an SQLite database at ",(0,o.kt)("inlineCode",{parentName:"p"},"~/.superset/superset.db"),". SQLite is\nknown to ",(0,o.kt)("a",{parentName:"p",href:"https://www.sqlite.org/lockingv3.html"},"not work well if used on NFS")," due to broken file\nlocking implementation on NFS."),(0,o.kt)("p",null,"You can override this path using the ",(0,o.kt)("strong",{parentName:"p"},"SUPERSET_HOME")," environment variable."),(0,o.kt)("p",null,"Another workaround is to change where superset stores the sqlite database by adding the following in\n",(0,o.kt)("inlineCode",{parentName:"p"},"superset_config.py"),":"),(0,o.kt)("pre",null,(0,o.kt)("code",{parentName:"pre"},"SQLALCHEMY_DATABASE_URI = 'sqlite:////new/location/superset.db'\n")),(0,o.kt)("p",null,"You can read more about customizing Superset using the configuration file\n",(0,o.kt)("a",{parentName:"p",href:"/docs/installation/configuring-superset"},"here"),"."),(0,o.kt)("h3",{id:"what-if-the-table-schema-changed"},"What if the table schema changed?"),(0,o.kt)("p",null,"Table schemas evolve, and Superset needs to reflect that. It\u2019s pretty common in the life cycle of a\ndashboard to want to add a new dimension or metric. To get Superset to discover your new columns,\nall you have to do is to go to ",(0,o.kt)("strong",{parentName:"p"},"Data -> Datasets"),", click the edit icon next to the dataset\nwhose schema has changed, and hit ",(0,o.kt)("strong",{parentName:"p"},"Sync columns from source")," from the ",(0,o.kt)("strong",{parentName:"p"},"Columns")," tab.\nBehind the scene, the new columns will get merged it. Following this, you may want to re-edit the\ntable afterwards to configure the Columns tab, check the appropriate boxes and save again."),(0,o.kt)("h3",{id:"what-database-engine-can-i-use-as-a-backend-for-superset"},"What database engine can I use as a backend for Superset?"),(0,o.kt)("p",null,"To clarify, the database backend is an OLTP database used by Superset to store its internal\ninformation like your list of users and dashboard definitions. While Superset supports a\n",(0,o.kt)("a",{parentName:"p",href:"https://superset.apache.org/docs/databases/installing-database-drivers/"},"variety of databases as data ",(0,o.kt)("em",{parentName:"a"},"sources")),",\nonly a few database engines are supported for use as the OLTP backend / metadata store."),(0,o.kt)("p",null,"Superset is tested using MySQL, PostgreSQL, and SQLite backends. It\u2019s recommended you install\nSuperset on one of these database servers for production. Installation on other OLTP databases\nmay work but isn\u2019t tested. It has been reported that ",(0,o.kt)("a",{parentName:"p",href:"https://github.com/apache/superset/issues/18961"},"Microsoft SQL Server does ",(0,o.kt)("em",{parentName:"a"},"not"),"\nwork as a Superset backend"),". Column-store,\nnon-OLTP databases are not designed for this type of workload."),(0,o.kt)("h3",{id:"how-can-i-configure-oauth-authentication-and-authorization"},"How can I configure OAuth authentication and authorization?"),(0,o.kt)("p",null,"You can take a look at this Flask-AppBuilder\n",(0,o.kt)("a",{parentName:"p",href:"https://github.com/dpgaspar/Flask-AppBuilder/blob/master/examples/oauth/config.py"},"configuration example"),"."),(0,o.kt)("h3",{id:"how-can-i-set-a-default-filter-on-my-dashboard"},"How can I set a default filter on my dashboard?"),(0,o.kt)("p",null,"Simply apply the filter and save the dashboard while the filter is active."),(0,o.kt)("h3",{id:"is-there-a-way-to-force-the-dashboard-to-use-specific-colors"},"Is there a way to force the dashboard to use specific colors?"),(0,o.kt)("p",null,"It is possible on a per-dashboard basis by providing a mapping of labels to colors in the JSON\nMetadata attribute using the ",(0,o.kt)("inlineCode",{parentName:"p"},"label_colors")," key."),(0,o.kt)("pre",null,(0,o.kt)("code",{parentName:"pre"},'{\n "label_colors": {\n "Girls": "#FF69B4",\n "Boys": "#ADD8E6"\n }\n}\n')),(0,o.kt)("h3",{id:"does-superset-work-with-insert-database-engine-here"},"Does Superset work with ","[insert database engine here]","?"),(0,o.kt)("p",null,"The ",(0,o.kt)("a",{parentName:"p",href:"/docs/databases/installing-database-drivers"},"Connecting to Databases section")," provides the best\noverview for supported databases. Database engines not listed on that page may work too. We rely on\nthe community to contribute to this knowledge base."),(0,o.kt)("p",null,"For a database engine to be supported in Superset through the SQLAlchemy connector, it requires\nhaving a Python compliant ",(0,o.kt)("a",{parentName:"p",href:"https://docs.sqlalchemy.org/en/13/dialects/"},"SQLAlchemy dialect")," as well\nas a ",(0,o.kt)("a",{parentName:"p",href:"https://www.python.org/dev/peps/pep-0249/"},"DBAPI driver")," defined. Database that have limited\nSQL support may work as well. For instance it\u2019s possible to connect to Druid through the SQLAlchemy\nconnector even though Druid does not support joins and subqueries. Another key element for a\ndatabase to be supported is through the Superset Database Engine Specification interface. This\ninterface allows for defining database-specific configurations and logic that go beyond the\nSQLAlchemy and DBAPI scope. This includes features like:"),(0,o.kt)("ul",null,(0,o.kt)("li",{parentName:"ul"},"date-related SQL function that allow Superset to fetch different time granularities when running\ntime-series queries"),(0,o.kt)("li",{parentName:"ul"},"whether the engine supports subqueries. If false, Superset may run 2-phase queries to compensate\nfor the limitation"),(0,o.kt)("li",{parentName:"ul"},"methods around processing logs and inferring the percentage of completion of a query"),(0,o.kt)("li",{parentName:"ul"},"technicalities as to how to handle cursors and connections if the driver is not standard DBAPI")),(0,o.kt)("p",null,"Beyond the SQLAlchemy connector, it\u2019s also possible, though much more involved, to extend Superset\nand write your own connector. The only example of this at the moment is the Druid connector, which\nis getting superseded by Druid\u2019s growing SQL support and the recent availability of a DBAPI and\nSQLAlchemy driver. If the database you are considering integrating has any kind of of SQL support,\nit\u2019s probably preferable to go the SQLAlchemy route. Note that for a native connector to be possible\nthe database needs to have support for running OLAP-type queries and should be able to things that\nare typical in basic SQL:"),(0,o.kt)("ul",null,(0,o.kt)("li",{parentName:"ul"},"aggregate data"),(0,o.kt)("li",{parentName:"ul"},"apply filters"),(0,o.kt)("li",{parentName:"ul"},"apply HAVING-type filters"),(0,o.kt)("li",{parentName:"ul"},"be schema-aware, expose columns and types")),(0,o.kt)("h3",{id:"does-superset-offer-a-public-api"},"Does Superset offer a public API?"),(0,o.kt)("p",null,"Yes, a public REST API, and the surface of that API formal is expanding steadily. 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This field lets you configure the\nnumber of hours to be added or subtracted from the time column.\nThis can be used, for example, to convert UTC time to local time."),(0,o.kt)("h3",{id:"does-superset-collect-any-telemetry-data"},"Does Superset collect any telemetry data?"),(0,o.kt)("p",null,"Superset uses ",(0,o.kt)("a",{parentName:"p",href:"https://about.scarf.sh/"},"Scarf")," by default to collect basic telemetry data upon installing and/or running Superset. 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similarity index 98%
rename from assets/js/runtime~main.80273ab1.js
rename to assets/js/runtime~main.901823d1.js
index 70b6b7d..4cd6106 100644
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diff --git a/docs/contributing/style-guide/index.html b/docs/contributing/style-guide/index.html
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</div></div></div></footer></div>
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diff --git a/docs/contributing/testing-locally/index.html b/docs/contributing/testing-locally/index.html
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</div></div></div></footer></div>
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diff --git a/docs/contributing/translations/index.html b/docs/contributing/translations/index.html
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</div></div></div></footer></div>
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<script src="/assets/js/main.ba56a541.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 750621a..f6b9b79 100644
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@@ -18,7 +18,7 @@
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</div></div></div></footer></div>
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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
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</div></div></div></footer></div>
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diff --git a/docs/creating-charts-dashboards/exploring-data/index.html b/docs/creating-charts-dashboards/exploring-data/index.html
index cc553df..3d2331a 100644
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@@ -18,7 +18,7 @@
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<body class="navigation-with-keyboard">
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</div></div></div></footer></div>
-<script src="/assets/js/runtime~main.80273ab1.js"></script>
+<script src="/assets/js/runtime~main.901823d1.js"></script>
<script src="/assets/js/main.ba56a541.js"></script>
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diff --git a/docs/databases/ascend/index.html b/docs/databases/ascend/index.html
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@@ -18,7 +18,7 @@
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-<link rel="preload" href="/assets/js/runtime~main.80273ab1.js" as="script">
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<link rel="preload" href="/assets/js/main.ba56a541.js" as="script">
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@@ -45,7 +45,7 @@
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</div></div></div></footer></div>
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+<script src="/assets/js/runtime~main.901823d1.js"></script>
<script src="/assets/js/main.ba56a541.js"></script>
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\ No newline at end of file
diff --git a/docs/databases/athena/index.html b/docs/databases/athena/index.html
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@@ -18,7 +18,7 @@
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-<link rel="preload" href="/assets/js/runtime~main.80273ab1.js" as="script">
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<link rel="preload" href="/assets/js/main.ba56a541.js" as="script">
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@@ -47,7 +47,7 @@
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</div></div></div></footer></div>
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+<script src="/assets/js/runtime~main.901823d1.js"></script>
<script src="/assets/js/main.ba56a541.js"></script>
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diff --git a/docs/databases/bigquery/index.html b/docs/databases/bigquery/index.html
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@@ -18,7 +18,7 @@
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<link rel="preload" href="/assets/js/main.ba56a541.js" as="script">
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<body class="navigation-with-keyboard">
@@ -52,7 +52,7 @@
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</div></div></div></footer></div>
-<script src="/assets/js/runtime~main.80273ab1.js"></script>
+<script src="/assets/js/runtime~main.901823d1.js"></script>
<script src="/assets/js/main.ba56a541.js"></script>
</body>
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\ No newline at end of file
diff --git a/docs/databases/clickhouse/index.html b/docs/databases/clickhouse/index.html
index b01205f..63f98dc 100644
--- a/docs/databases/clickhouse/index.html
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@@ -18,7 +18,7 @@
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<link rel="preload" href="/assets/js/main.ba56a541.js" as="script">
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<body class="navigation-with-keyboard">
@@ -47,7 +47,7 @@
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</div></div></div></footer></div>
-<script src="/assets/js/runtime~main.80273ab1.js"></script>
+<script src="/assets/js/runtime~main.901823d1.js"></script>
<script src="/assets/js/main.ba56a541.js"></script>
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\ No newline at end of file
diff --git a/docs/databases/cockroachdb/index.html b/docs/databases/cockroachdb/index.html
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@@ -18,7 +18,7 @@
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<link rel="preload" href="/assets/js/main.ba56a541.js" as="script">
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<body class="navigation-with-keyboard">
@@ -46,7 +46,7 @@
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</div></div></div></footer></div>
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+<script src="/assets/js/runtime~main.901823d1.js"></script>
<script src="/assets/js/main.ba56a541.js"></script>
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\ No newline at end of file
diff --git a/docs/databases/cratedb/index.html b/docs/databases/cratedb/index.html
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@@ -18,7 +18,7 @@
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<script src="https://www.bugherd.com/sidebarv2.js?apikey=enilpiu7bgexxsnoqfjtxa" async></script><link rel="stylesheet" href="/assets/css/styles.f448a7ff.css">
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<link rel="preload" href="/assets/js/main.ba56a541.js" as="script">
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<body class="navigation-with-keyboard">
@@ -49,7 +49,7 @@
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</div></div></div></footer></div>
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+<script src="/assets/js/runtime~main.901823d1.js"></script>
<script src="/assets/js/main.ba56a541.js"></script>
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diff --git a/docs/databases/databricks/index.html b/docs/databases/databricks/index.html
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+++ b/docs/databases/databricks/index.html
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<link rel="preload" href="/assets/js/main.ba56a541.js" as="script">
</head>
<body class="navigation-with-keyboard">
@@ -45,7 +45,7 @@
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<img referrerpolicy="no-referrer-when-downgrade" src="https://static.scarf.sh/a.png?x-pxid=39ae6855-95fc-4566-86e5-360d542b0a68">
</div></div></div></footer></div>
-<script src="/assets/js/runtime~main.80273ab1.js"></script>
+<script src="/assets/js/runtime~main.901823d1.js"></script>
<script src="/assets/js/main.ba56a541.js"></script>
</body>
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\ No newline at end of file
diff --git a/docs/databases/db-connection-ui/index.html b/docs/databases/db-connection-ui/index.html
index 7875fc5..25ef0bf 100644
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@@ -18,7 +18,7 @@
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-<link rel="preload" href="/assets/js/runtime~main.80273ab1.js" as="script">
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<link rel="preload" href="/assets/js/main.ba56a541.js" as="script">
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<body class="navigation-with-keyboard">
@@ -45,7 +45,7 @@
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<img referrerpolicy="no-referrer-when-downgrade" src="https://static.scarf.sh/a.png?x-pxid=39ae6855-95fc-4566-86e5-360d542b0a68">
</div></div></div></footer></div>
-<script src="/assets/js/runtime~main.80273ab1.js"></script>
+<script src="/assets/js/runtime~main.901823d1.js"></script>
<script src="/assets/js/main.ba56a541.js"></script>
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diff --git a/docs/databases/docker-add-drivers/index.html b/docs/databases/docker-add-drivers/index.html
index b167a1e..12a7c9e 100644
--- a/docs/databases/docker-add-drivers/index.html
+++ b/docs/databases/docker-add-drivers/index.html
@@ -18,7 +18,7 @@
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<link rel="preload" href="/assets/js/main.ba56a541.js" as="script">
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<body class="navigation-with-keyboard">
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</div></div></div></footer></div>
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+<script src="/assets/js/runtime~main.901823d1.js"></script>
<script src="/assets/js/main.ba56a541.js"></script>
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@@ -18,7 +18,7 @@
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<body class="navigation-with-keyboard">
@@ -47,7 +47,7 @@
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</div></div></div></footer></div>
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\ No newline at end of file
diff --git a/docs/databases/drill/index.html b/docs/databases/drill/index.html
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<link rel="preload" href="/assets/js/main.ba56a541.js" as="script">
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@@ -52,7 +52,7 @@
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</div></div></div></footer></div>
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</div></div></div></footer></div>
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</div></div></div></footer></div>
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</div></div></div></footer></div>
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</div></div></div></footer></div>
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</div></div></div></footer></div>
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</div></div></div></footer></div>
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</div></div></div></footer></div>
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</div></div></div></footer></div>
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diff --git a/docs/databases/installing-database-drivers/index.html b/docs/databases/installing-database-drivers/index.html
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</div></div></div></footer></div>
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@@ -18,7 +18,7 @@
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</div></div></div></footer></div>
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diff --git a/docs/databases/meta-database/index.html b/docs/databases/meta-database/index.html
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diff --git a/docs/databases/mysql/index.html b/docs/databases/mysql/index.html
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</div></div></div></footer></div>
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diff --git a/docs/databases/teradata/index.html b/docs/databases/teradata/index.html
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<script src="https://www.bugherd.com/sidebarv2.js?apikey=enilpiu7bgexxsnoqfjtxa" async></script><link rel="stylesheet" href="/assets/css/styles.f448a7ff.css">
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+<link rel="preload" href="/assets/js/runtime~main.901823d1.js" as="script">
<link rel="preload" href="/assets/js/main.ba56a541.js" as="script">
</head>
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<img referrerpolicy="no-referrer-when-downgrade" src="https://static.scarf.sh/a.png?x-pxid=39ae6855-95fc-4566-86e5-360d542b0a68">
</div></div></div></footer></div>
-<script src="/assets/js/runtime~main.80273ab1.js"></script>
+<script src="/assets/js/runtime~main.901823d1.js"></script>
<script src="/assets/js/main.ba56a541.js"></script>
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diff --git a/docs/databases/vertica/index.html b/docs/databases/vertica/index.html
index bbeb7b6..b3fb1a1 100644
--- a/docs/databases/vertica/index.html
+++ b/docs/databases/vertica/index.html
@@ -18,7 +18,7 @@
<script src="/script/matomo.js"></script>
<script src="https://www.bugherd.com/sidebarv2.js?apikey=enilpiu7bgexxsnoqfjtxa" async></script><link rel="stylesheet" href="/assets/css/styles.f448a7ff.css">
-<link rel="preload" href="/assets/js/runtime~main.80273ab1.js" as="script">
+<link rel="preload" href="/assets/js/runtime~main.901823d1.js" as="script">
<link rel="preload" href="/assets/js/main.ba56a541.js" as="script">
</head>
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<img referrerpolicy="no-referrer-when-downgrade" src="https://static.scarf.sh/a.png?x-pxid=39ae6855-95fc-4566-86e5-360d542b0a68">
</div></div></div></footer></div>
-<script src="/assets/js/runtime~main.80273ab1.js"></script>
+<script src="/assets/js/runtime~main.901823d1.js"></script>
<script src="/assets/js/main.ba56a541.js"></script>
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diff --git a/docs/databases/yugabytedb/index.html b/docs/databases/yugabytedb/index.html
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+++ b/docs/databases/yugabytedb/index.html
@@ -18,7 +18,7 @@
<script src="/script/matomo.js"></script>
<script src="https://www.bugherd.com/sidebarv2.js?apikey=enilpiu7bgexxsnoqfjtxa" async></script><link rel="stylesheet" href="/assets/css/styles.f448a7ff.css">
-<link rel="preload" href="/assets/js/runtime~main.80273ab1.js" as="script">
+<link rel="preload" href="/assets/js/runtime~main.901823d1.js" as="script">
<link rel="preload" href="/assets/js/main.ba56a541.js" as="script">
</head>
<body class="navigation-with-keyboard">
@@ -47,7 +47,7 @@
<!-- telemetry/analytics pixel: -->
<img referrerpolicy="no-referrer-when-downgrade" src="https://static.scarf.sh/a.png?x-pxid=39ae6855-95fc-4566-86e5-360d542b0a68">
</div></div></div></footer></div>
-<script src="/assets/js/runtime~main.80273ab1.js"></script>
+<script src="/assets/js/runtime~main.901823d1.js"></script>
<script src="/assets/js/main.ba56a541.js"></script>
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diff --git a/docs/frequently-asked-questions/index.html b/docs/frequently-asked-questions/index.html
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+++ b/docs/frequently-asked-questions/index.html
@@ -18,7 +18,7 @@
<script src="/script/matomo.js"></script>
<script src="https://www.bugherd.com/sidebarv2.js?apikey=enilpiu7bgexxsnoqfjtxa" async></script><link rel="stylesheet" href="/assets/css/styles.f448a7ff.css">
-<link rel="preload" href="/assets/js/runtime~main.80273ab1.js" as="script">
+<link rel="preload" href="/assets/js/runtime~main.901823d1.js" as="script">
<link rel="preload" href="/assets/js/main.ba56a541.js" as="script">
</head>
<body class="navigation-with-keyboard">
@@ -52,18 +52,7 @@
come back within client-side timeout (60 seconds by default), Superset will display warning message
to avoid gateway timeout message. If you have a longer gateway timeout limit, you can change the
timeout settings in <strong>superset_config.py</strong>:</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_WEBSERVER_TIMEOUT = 60</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="why-is-the-map-not-visible-in-the-geospatial-visualization">Why is the map not visible in the geospatial visualization?<a href="#why-is-the-map-not-visible-in-the-geospatial-visualization" class="hash-link" aria-label="Direct link to Why is the map not visible in the geospatial visualization?" title="Direct link to Why is the map not visible in the geospatial visualization?">​</a></h3><p>You need to register a free account at <a href="https://www.mapbox.com" target="_blank" rel="noopener noreferrer">Mapbox.com</a>, obtain an API key, and add it
-to <strong>.env</strong> and <strong>.env-non-dev</strong> at the key MAPBOX_API_KEY:</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">MAPBOX_API_KEY = "longstringofalphanumer1c"</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="how-to-add-dynamic-filters-to-a-dashboard">How to add dynamic filters to a dashboard?<a href="#how-to-add-dynamic-filters-to-a-dashboard" class="hash-link" aria-label="Direct link to How to add dynamic filters to a dashboard?" title="Direct link to How to add dynamic filters to a dashboard?">​</a></h3><p>Use the <strong>Filter Box</strong> widget, build a slice, and add it to your dashboard.</p><p>The <strong>Filter Box</strong> widget allows you to define a query to populate dropdowns that can be used for
-filtering. To build the list of distinct values, we run a query, and sort the result by the metric
-you provide, sorting descending.</p><p>The widget also has a checkbox <strong>Date Filter</strong>, which enables time filtering capabilities to your
-dashboard. After checking the box and refreshing, you’ll see a from and a to dropdown show up.</p><p>By default, the filtering will be applied to all the slices that are built on top of a datasource
-that shares the column name that the filter is based on. It’s also a requirement for that column to
-be checked as “filterable” in the column tab of the table editor.</p><p>But what about if you don’t want certain widgets to get filtered on your dashboard? You can do that
-by editing your dashboard, and in the form, edit the JSON Metadata field, more specifically the
-<code>filter_immune_slices</code> key, that receives an array of sliceIds that should never be affected by any
-dashboard level filtering.</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">{</span><br></span><span class="token-line" style="color:#393A34"><span class="token plain"> "filter_immune_slices": [324, 65, 92],</span><br></span><span class="token-line" style="color:#393A34"><span class="token plain"> "expanded_slices": {},</span><br></span><span class="token-line" style="color:#393A34"><span class="token plain"> "filter_immune_slice_fields": {</span><br></span><span class="token-line" style="color:#393A34"><span class="token plain"> "177": ["country_name", "__time_range"],</span><br></span><span class="token-line" style="color:#393A34"><span class="token plain"> "32": ["__time_range"]</span><br></span><span class="token-line" style="color:#393A34"><span class="token plain"> },</span><br></span><span class="token-line" style="color:#393A34"><span class="token plain"> "timed_refresh_immune_slices": [324]</span><br></span><span class="token-line" style="color:#393A34"><span class="token plain">}</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 the json blob above, slices 324, 65 and 92 won’t be affected by any dashboard level filtering.</p><p>Now note the <code>filter_immune_slice_fields</code> key. This one allows you to be more specific and define
-for a specific slice_id, which filter fields should be disregarded.</p><p>Note the use of the <code>__time_range</code> keyword, which is reserved for dealing with the time boundary
-filtering mentioned above.</p><p>But what happens with filtering when dealing with slices coming from different tables or databases?
-If the column name is shared, the filter will be applied, it’s as simple as that.</p><h3 class="anchor anchorWithStickyNavbar_LWe7" id="how-to-limit-the-timed-refresh-on-a-dashboard">How to limit the timed refresh on a dashboard?<a href="#how-to-limit-the-timed-refresh-on-a-dashboard" class="hash-link" aria-label="Direct link to How to limit the timed refresh on a dashboard?" title="Direct link to How to limit the timed refresh on a dashboard?">​</a></h3><p>By default, the dashboard timed refresh feature allows you to automatically re-query every slice on
+to <strong>.env</strong> and <strong>.env-non-dev</strong> at the key MAPBOX_API_KEY:</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">MAPBOX_API_KEY = "longstringofalphanumer1c"</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="how-to-limit-the-timed-refresh-on-a-dashboard">How to limit the timed refresh on a dashboard?<a href="#how-to-limit-the-timed-refresh-on-a-dashboard" class="hash-link" aria-label="Direct link to How to limit the timed refresh on a dashboard?" title="Direct link to How to limit the timed refresh on a dashboard?">​</a></h3><p>By default, the dashboard timed refresh feature allows you to automatically re-query every slice on
a dashboard according to a set schedule. Sometimes, however, you won’t want all of the slices to be
refreshed - especially if some data is slow moving, or run heavy queries. To exclude specific slices
from the timed refresh process, add the <code>timed_refresh_immune_slices</code> key to the dashboard JSON
@@ -113,11 +102,14 @@
<a href="https://github.com/apache/superset/issues/7259" target="_blank" rel="noopener noreferrer">SIP-17</a> and constant progress has been
made to cover more and more use cases.</p><p>The API available is documented using <a href="https://swagger.io/" target="_blank" rel="noopener noreferrer">Swagger</a> and the documentation can be
made available under <strong>/swagger/v1</strong> by enabling the following flag in <code>superset_config.py</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">FAB_API_SWAGGER_UI = True</span><br></span></code></pre><div class="buttonGroup__atx"><button type="button" aria-label="Copy code to clipboard" title="Copy" class="clean-btn"><span class="copyButtonIcons_eSgA" aria-hidden="true"><svg viewBox="0 0 24 24" class="copyButtonIcon_y97N"><path fill="currentColor" d="M19,21H8V7H19M19,5H8A2,2 0 0,0 6,7V21A2,2 0 0,0 8,23H19A2,2 0 0,0 21,21V7A2,2 0 0,0 19,5M16,1H4A2,2 0 0,0 2,3V17H4V3H16V1Z"></path></svg><svg viewBox="0 0 24 24" class="copyButtonSuccessIcon_LjdS"><path fill="currentColor" d="M21,7L9,19L3.5,13.5L4.91,12.09L9,16.17L19.59,5.59L21,7Z"></path></svg></span></button></div></div></div><p>There are other undocumented <!-- -->[private]<!-- --> ways to interact with Superset programmatically that offer no
-guarantees and are not recommended but may fit your use case temporarily:</p><ul><li>using the ORM (SQLAlchemy) directly</li><li>using the internal FAB ModelView API (to be deprecated in Superset)</li><li>altering the source code in your fork</li></ul><h3 class="anchor anchorWithStickyNavbar_LWe7" id="what-does-hours-offset-in-the-edit-dataset-view-do">What Does Hours Offset in the Edit Dataset view do?<a href="#what-does-hours-offset-in-the-edit-dataset-view-do" class="hash-link" aria-label="Direct link to What Does Hours Offset in the Edit Dataset view do?" title="Direct link to What Does Hours Offset in the Edit Dataset view do?">​</a></h3><p>In the Edit Dataset view, you can specify a time offset. This field lets you configure the
+guarantees and are not recommended but may fit your use case temporarily:</p><ul><li>using the ORM (SQLAlchemy) directly</li><li>using the internal FAB ModelView API (to be deprecated in Superset)</li><li>altering the source code in your fork</li></ul><h3 class="anchor anchorWithStickyNavbar_LWe7" id="how-can-i-see-usage-statistics-eg-monthly-active-users">How can I see usage statistics (e.g., monthly active users)?<a href="#how-can-i-see-usage-statistics-eg-monthly-active-users" class="hash-link" aria-label="Direct link to How can I see usage statistics (e.g., monthly active users)?" title="Direct link to How can I see usage statistics (e.g., monthly active users)?">​</a></h3><p>This functionality is not included with Superset, but you can extract and analyze Superset's application
+metadata to see what actions have occurred. By default, user activities are logged in the <code>logs</code> table
+in Superset's metadata database. One company has published a write-up of <a href="https://engineering.hometogo.com/monitor-superset-usage-via-superset-c7f9fba79525" target="_blank" rel="noopener noreferrer">how they analyzed Superset
+usage, including example queries</a>.</p><h3 class="anchor anchorWithStickyNavbar_LWe7" id="what-does-hours-offset-in-the-edit-dataset-view-do">What Does Hours Offset in the Edit Dataset view do?<a href="#what-does-hours-offset-in-the-edit-dataset-view-do" class="hash-link" aria-label="Direct link to What Does Hours Offset in the Edit Dataset view do?" title="Direct link to What Does Hours Offset in the Edit Dataset view do?">​</a></h3><p>In the Edit Dataset view, you can specify a time offset. This field lets you configure the
number of hours to be added or subtracted from the time column.
This can be used, for example, to convert UTC time to local time.</p><h3 class="anchor anchorWithStickyNavbar_LWe7" id="does-superset-collect-any-telemetry-data">Does Superset collect any telemetry data?<a href="#does-superset-collect-any-telemetry-data" class="hash-link" aria-label="Direct link to Does Superset collect any telemetry data?" title="Direct link to Does Superset collect any telemetry data?">​</a></h3><p>Superset uses <a href="https://about.scarf.sh/" target="_blank" rel="noopener noreferrer">Scarf</a> by default to collect basic telemetry data upon installing and/or running Superset. This data helps the maintainers of Superset better understand which versions of Superset are being used, in order to prioritize patch/minor releases and security fixes.
We use the <a href="https://docs.scarf.sh/gateway/" target="_blank" rel="noopener noreferrer">Scarf Gateway</a> to sit in front of container registries, and the <a href="https://about.scarf.sh/package-sdks" target="_blank" rel="noopener noreferrer">scarf-js</a> package to track <code>npm</code> installations.
-Scarf purges PII and provides aggregated statistics. Superset users can easily opt out of analytics in various ways documented <a href="https://docs.scarf.sh/gateway/#do-not-track" target="_blank" rel="noopener noreferrer">here</a> and <a href="https://docs.scarf.sh/package-analytics/#as-a-user-of-a-package-using-scarf-js-how-can-i-opt-out-of-analytics" target="_blank" rel="noopener noreferrer">here</a>. Additional opt-out instructions for Docker users are available on the <a href="https://superset.apache.org/docs/installation/installing-superset-using-docker-compose" target="_blank" rel="noopener noreferrer">Docker Installation</a> page.</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/frequently-asked-questions.mdx" target="_blank" rel="noreferrer noopener" class="theme-edit-this-page"><svg fill="currentColor" height="20" width="20" viewBox="0 0 40 40" class="iconEdit_Z9Sw" aria-hidden="true"><g><path d="m34.5 11.7l-3 3.1-6.3-6.3 3.1-3q0.5-0.5 1.2-0.5t1.1 0.5l3.9 3.9q0.5 0.4 0.5 1.1t-0.5 1.2z m-29.5 17.1l18.4-18.5 6.3 6.3-18.4 18.4h-6.3v-6.2z"></path></g></svg>Edit this page</a></div><div class="col lastUpdated_vwxv"></div></div></footer></article><nav class="pagination-nav docusaurus-mt-lg" aria-label="Docs pages"><a class="pagination-nav__link pagination-nav__link--prev" href="/docs/contributing/creating-viz-plugins"><div class="pagination-nav__sublabel">Previous</div><div class="pagination-nav__label">Creating Visualization Plugins</div></a><a class="pagination-nav__link pagination-nav__link--next" href="/docs/api"><div class="pagination-nav__sublabel">Next</div><div class="pagination-nav__label">API</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="#frequently-asked-questions" class="table-of-contents__link toc-highlight">Frequently Asked Questions</a><ul><li><a href="#how-big-of-a-dataset-can-superset-handle" class="table-of-contents__link toc-highlight">How big of a dataset can Superset handle?</a></li><li><a href="#what-are-the-computing-specifications-required-to-run-superset" class="table-of-contents__link toc-highlight">What are the computing specifications required to run Superset?</a></li><li><a href="#can-i-join--query-multiple-tables-at-one-time" class="table-of-contents__link toc-highlight">Can I join / query multiple tables at one time?</a></li><li><a href="#how-do-i-create-my-own-visualization" class="table-of-contents__link toc-highlight">How do I create my own visualization?</a></li><li><a href="#can-i-upload-and-visualize-csv-data" class="table-of-contents__link toc-highlight">Can I upload and visualize CSV data?</a></li><li><a href="#why-are-my-queries-timing-out" class="table-of-contents__link toc-highlight">Why are my queries timing out?</a></li><li><a href="#why-is-the-map-not-visible-in-the-geospatial-visualization" class="table-of-contents__link toc-highlight">Why is the map not visible in the geospatial visualization?</a></li><li><a href="#how-to-add-dynamic-filters-to-a-dashboard" class="table-of-contents__link toc-highlight">How to add dynamic filters to a dashboard?</a></li><li><a href="#how-to-limit-the-timed-refresh-on-a-dashboard" class="table-of-contents__link toc-highlight">How to limit the timed refresh on a dashboard?</a></li><li><a href="#what-if-the-table-schema-changed" class="table-of-contents__link toc-highlight">What if the table schema changed?</a></li><li><a href="#what-database-engine-can-i-use-as-a-backend-for-superset" class="table-of-contents__link toc-highlight">What database engine can I use as a backend for Superset?</a></li><li><a href="#how-can-i-configure-oauth-authentication-and-authorization" class="table-of-contents__link toc-highlight">How can I configure OAuth authentication and authorization?</a></li><li><a href="#how-can-i-set-a-default-filter-on-my-dashboard" class="table-of-contents__link toc-highlight">How can I set a default filter on my dashboard?</a></li><li><a href="#is-there-a-way-to-force-the-dashboard-to-use-specific-colors" class="table-of-contents__link toc-highlight">Is there a way to force the dashboard to use specific colors?</a></li><li><a href="#does-superset-work-with-insert-database-engine-here" class="table-of-contents__link toc-highlight">Does Superset work with insert database engine here?</a></li><li><a href="#does-superset-offer-a-public-api" class="table-of-contents__link toc-highlight">Does Superset offer a public API?</a></li><li><a href="#what-does-hours-offset-in-the-edit-dataset-view-do" class="table-of-contents__link toc-highlight">What Does Hours Offset in the Edit Dataset view do?</a></li><li><a href="#does-superset-collect-any-telemetry-data" class="table-of-contents__link toc-highlight">Does Superset collect any telemetry data?</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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Additional opt-out instructions for Docker users are available on the <a href="https://superset.apache.org/docs/installation/installing-superset-using-docker-compose" target="_blank" rel="noopener noreferrer">Docker Installation</a> page.</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/frequently-asked-questions.mdx" target="_blank" rel="noreferrer noopener" class="theme-edit-this-page"><svg fill="currentColor" height="20" width="20" viewBox="0 0 40 40" class="iconEdit_Z9Sw" aria-hidden="true"><g><path d="m34.5 11.7l-3 3.1-6.3-6.3 3.1-3q0.5-0.5 1.2-0.5t1.1 0.5l3.9 3.9q0.5 0.4 0.5 1.1t-0.5 1.2z m-29.5 17.1l18.4-18.5 6.3 6.3-18.4 18.4h-6.3v-6.2z"></path></g></svg>Edit this page</a></div><div class="col lastUpdated_vwxv"></div></div></footer></article><nav class="pagination-nav docusaurus-mt-lg" aria-label="Docs pages"><a class="pagination-nav__link pagination-nav__link--prev" href="/docs/contributing/creating-viz-plugins"><div class="pagination-nav__sublabel">Previous</div><div class="pagination-nav__label">Creating Visualization Plugins</div></a><a class="pagination-nav__link pagination-nav__link--next" href="/docs/api"><div class="pagination-nav__sublabel">Next</div><div class="pagination-nav__label">API</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="#frequently-asked-questions" class="table-of-contents__link toc-highlight">Frequently Asked Questions</a><ul><li><a href="#how-big-of-a-dataset-can-superset-handle" class="table-of-contents__link toc-highlight">How big of a dataset can Superset handle?</a></li><li><a href="#what-are-the-computing-specifications-required-to-run-superset" class="table-of-contents__link toc-highlight">What are the computing specifications required to run Superset?</a></li><li><a href="#can-i-join--query-multiple-tables-at-one-time" class="table-of-contents__link toc-highlight">Can I join / query multiple tables at one time?</a></li><li><a href="#how-do-i-create-my-own-visualization" class="table-of-contents__link toc-highlight">How do I create my own visualization?</a></li><li><a href="#can-i-upload-and-visualize-csv-data" class="table-of-contents__link toc-highlight">Can I upload and visualize CSV data?</a></li><li><a href="#why-are-my-queries-timing-out" class="table-of-contents__link toc-highlight">Why are my queries timing out?</a></li><li><a href="#why-is-the-map-not-visible-in-the-geospatial-visualization" class="table-of-contents__link toc-highlight">Why is the map not visible in the geospatial visualization?</a></li><li><a href="#how-to-limit-the-timed-refresh-on-a-dashboard" class="table-of-contents__link toc-highlight">How to limit the timed refresh on a dashboard?</a></li><li><a href="#what-if-the-table-schema-changed" class="table-of-contents__link toc-highlight">What if the table schema changed?</a></li><li><a href="#what-database-engine-can-i-use-as-a-backend-for-superset" class="table-of-contents__link toc-highlight">What database engine can I use as a backend for Superset?</a></li><li><a href="#how-can-i-configure-oauth-authentication-and-authorization" class="table-of-contents__link toc-highlight">How can I configure OAuth authentication and authorization?</a></li><li><a href="#how-can-i-set-a-default-filter-on-my-dashboard" class="table-of-contents__link toc-highlight">How can I set a default filter on my dashboard?</a></li><li><a href="#is-there-a-way-to-force-the-dashboard-to-use-specific-colors" class="table-of-contents__link toc-highlight">Is there a way to force the dashboard to use specific colors?</a></li><li><a href="#does-superset-work-with-insert-database-engine-here" class="table-of-contents__link toc-highlight">Does Superset work with insert database engine here?</a></li><li><a href="#does-superset-offer-a-public-api" class="table-of-contents__link toc-highlight">Does Superset offer a public API?</a></li><li><a href="#how-can-i-see-usage-statistics-eg-monthly-active-users" class="table-of-contents__link toc-highlight">How can I see usage statistics (e.g., monthly active users)?</a></li><li><a href="#what-does-hours-offset-in-the-edit-dataset-view-do" class="table-of-contents__link toc-highlight">What Does Hours Offset in the Edit Dataset view do?</a></li><li><a href="#does-superset-collect-any-telemetry-data" class="table-of-contents__link toc-highlight">Does Superset collect any telemetry data?</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/installation/sql-templating/index.html b/docs/installation/sql-templating/index.html
index f03a5a2..866ae8f 100644
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</div></div></div></footer></div>
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diff --git a/docs/installation/upgrading-superset/index.html b/docs/installation/upgrading-superset/index.html
index 720956b..11424d8 100644
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+++ b/docs/installation/upgrading-superset/index.html
@@ -18,7 +18,7 @@
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<link rel="preload" href="/assets/js/main.ba56a541.js" as="script">
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@@ -47,7 +47,7 @@
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</div></div></div></footer></div>
-<script src="/assets/js/runtime~main.80273ab1.js"></script>
+<script src="/assets/js/runtime~main.901823d1.js"></script>
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diff --git a/docs/intro/index.html b/docs/intro/index.html
index 78fd2b5..5be7f76 100644
--- a/docs/intro/index.html
+++ b/docs/intro/index.html
@@ -18,7 +18,7 @@
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-<link rel="preload" href="/assets/js/runtime~main.80273ab1.js" as="script">
+<link rel="preload" href="/assets/js/runtime~main.901823d1.js" as="script">
<link rel="preload" href="/assets/js/main.ba56a541.js" as="script">
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<body class="navigation-with-keyboard">
@@ -57,7 +57,7 @@
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</div></div></div></footer></div>
-<script src="/assets/js/runtime~main.80273ab1.js"></script>
+<script src="/assets/js/runtime~main.901823d1.js"></script>
<script src="/assets/js/main.ba56a541.js"></script>
</body>
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diff --git a/docs/miscellaneous/chart-params/index.html b/docs/miscellaneous/chart-params/index.html
index e9d1d2e..9bbdf36 100644
--- a/docs/miscellaneous/chart-params/index.html
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@@ -18,7 +18,7 @@
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@@ -45,7 +45,7 @@
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</div></div></div></footer></div>
-<script src="/assets/js/runtime~main.80273ab1.js"></script>
+<script src="/assets/js/runtime~main.901823d1.js"></script>
<script src="/assets/js/main.ba56a541.js"></script>
</body>
</html>
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diff --git a/docs/miscellaneous/country-map-tools/index.html b/docs/miscellaneous/country-map-tools/index.html
index 8ad4782..555ba23 100644
--- a/docs/miscellaneous/country-map-tools/index.html
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@@ -18,7 +18,7 @@
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-<link rel="preload" href="/assets/js/runtime~main.80273ab1.js" as="script">
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<body class="navigation-with-keyboard">
@@ -51,7 +51,7 @@
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</div></div></div></footer></div>
-<script src="/assets/js/runtime~main.80273ab1.js"></script>
+<script src="/assets/js/runtime~main.901823d1.js"></script>
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</body>
</html>
\ No newline at end of file
diff --git a/docs/miscellaneous/importing-exporting-datasources/index.html b/docs/miscellaneous/importing-exporting-datasources/index.html
index 91f2cd0..762e903 100644
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@@ -18,7 +18,7 @@
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-<link rel="preload" href="/assets/js/runtime~main.80273ab1.js" as="script">
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<body class="navigation-with-keyboard">
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</div></div></div></footer></div>
-<script src="/assets/js/runtime~main.80273ab1.js"></script>
+<script src="/assets/js/runtime~main.901823d1.js"></script>
<script src="/assets/js/main.ba56a541.js"></script>
</body>
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\ No newline at end of file
diff --git a/docs/miscellaneous/issue-codes/index.html b/docs/miscellaneous/issue-codes/index.html
index 10a889e..3625107 100644
--- a/docs/miscellaneous/issue-codes/index.html
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@@ -18,7 +18,7 @@
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<script src="https://www.bugherd.com/sidebarv2.js?apikey=enilpiu7bgexxsnoqfjtxa" async></script><link rel="stylesheet" href="/assets/css/styles.f448a7ff.css">
-<link rel="preload" href="/assets/js/runtime~main.80273ab1.js" as="script">
+<link rel="preload" href="/assets/js/runtime~main.901823d1.js" as="script">
<link rel="preload" href="/assets/js/main.ba56a541.js" as="script">
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<body class="navigation-with-keyboard">
@@ -74,7 +74,7 @@
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</div></div></div></footer></div>
-<script src="/assets/js/runtime~main.80273ab1.js"></script>
+<script src="/assets/js/runtime~main.901823d1.js"></script>
<script src="/assets/js/main.ba56a541.js"></script>
</body>
</html>
\ No newline at end of file
diff --git a/docs/miscellaneous/native-filter-migration/index.html b/docs/miscellaneous/native-filter-migration/index.html
index d6a1b7d..ede936a 100644
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@@ -18,7 +18,7 @@
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-<link rel="preload" href="/assets/js/runtime~main.80273ab1.js" as="script">
+<link rel="preload" href="/assets/js/runtime~main.901823d1.js" as="script">
<link rel="preload" href="/assets/js/main.ba56a541.js" as="script">
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<body class="navigation-with-keyboard">
@@ -63,7 +63,7 @@
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</div></div></div></footer></div>
-<script src="/assets/js/runtime~main.80273ab1.js"></script>
+<script src="/assets/js/runtime~main.901823d1.js"></script>
<script src="/assets/js/main.ba56a541.js"></script>
</body>
</html>
\ No newline at end of file
diff --git a/docs/security/cves/index.html b/docs/security/cves/index.html
index 53772b2..9b033ce 100644
--- a/docs/security/cves/index.html
+++ b/docs/security/cves/index.html
@@ -18,7 +18,7 @@
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<body class="navigation-with-keyboard">
@@ -45,7 +45,7 @@
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</div></div></div></footer></div>
-<script src="/assets/js/runtime~main.80273ab1.js"></script>
+<script src="/assets/js/runtime~main.901823d1.js"></script>
<script src="/assets/js/main.ba56a541.js"></script>
</body>
</html>
\ No newline at end of file
diff --git a/docs/security/index.html b/docs/security/index.html
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--- a/docs/security/index.html
+++ b/docs/security/index.html
@@ -18,7 +18,7 @@
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<link rel="preload" href="/assets/js/main.ba56a541.js" as="script">
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<body class="navigation-with-keyboard">
@@ -134,7 +134,7 @@
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</div></div></div></footer></div>
-<script src="/assets/js/runtime~main.80273ab1.js"></script>
+<script src="/assets/js/runtime~main.901823d1.js"></script>
<script src="/assets/js/main.ba56a541.js"></script>
</body>
</html>
\ No newline at end of file
diff --git a/index.html b/index.html
index 18bee74..13eb906 100644
--- a/index.html
+++ b/index.html
@@ -18,7 +18,7 @@
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-<link rel="preload" href="/assets/js/runtime~main.80273ab1.js" as="script">
+<link rel="preload" href="/assets/js/runtime~main.901823d1.js" as="script">
<link rel="preload" href="/assets/js/main.ba56a541.js" as="script">
</head>
<body class="navigation-with-keyboard">
@@ -45,7 +45,7 @@
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<img referrerpolicy="no-referrer-when-downgrade" src="https://static.scarf.sh/a.png?x-pxid=39ae6855-95fc-4566-86e5-360d542b0a68">
</div></div></div></footer></div>
-<script src="/assets/js/runtime~main.80273ab1.js"></script>
+<script src="/assets/js/runtime~main.901823d1.js"></script>
<script src="/assets/js/main.ba56a541.js"></script>
</body>
</html>
\ No newline at end of file
diff --git a/markdown-page/index.html b/markdown-page/index.html
index 14ca414..b48138a 100644
--- a/markdown-page/index.html
+++ b/markdown-page/index.html
@@ -18,7 +18,7 @@
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-<link rel="preload" href="/assets/js/runtime~main.80273ab1.js" as="script">
+<link rel="preload" href="/assets/js/runtime~main.901823d1.js" as="script">
<link rel="preload" href="/assets/js/main.ba56a541.js" as="script">
</head>
<body class="navigation-with-keyboard">
@@ -45,7 +45,7 @@
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<img referrerpolicy="no-referrer-when-downgrade" src="https://static.scarf.sh/a.png?x-pxid=39ae6855-95fc-4566-86e5-360d542b0a68">
</div></div></div></footer></div>
-<script src="/assets/js/runtime~main.80273ab1.js"></script>
+<script src="/assets/js/runtime~main.901823d1.js"></script>
<script src="/assets/js/main.ba56a541.js"></script>
</body>
</html>
\ No newline at end of file
diff --git a/search/index.html b/search/index.html
index 33aa776..4d2022b 100644
--- a/search/index.html
+++ b/search/index.html
@@ -18,7 +18,7 @@
<script src="/script/matomo.js"></script>
<script src="https://www.bugherd.com/sidebarv2.js?apikey=enilpiu7bgexxsnoqfjtxa" async></script><link rel="stylesheet" href="/assets/css/styles.f448a7ff.css">
-<link rel="preload" href="/assets/js/runtime~main.80273ab1.js" as="script">
+<link rel="preload" href="/assets/js/runtime~main.901823d1.js" as="script">
<link rel="preload" href="/assets/js/main.ba56a541.js" as="script">
</head>
<body class="navigation-with-keyboard">
@@ -45,7 +45,7 @@
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<img referrerpolicy="no-referrer-when-downgrade" src="https://static.scarf.sh/a.png?x-pxid=39ae6855-95fc-4566-86e5-360d542b0a68">
</div></div></div></footer></div>
-<script src="/assets/js/runtime~main.80273ab1.js"></script>
+<script src="/assets/js/runtime~main.901823d1.js"></script>
<script src="/assets/js/main.ba56a541.js"></script>
</body>
</html>
\ No newline at end of file
