diff --git a/404.html b/404.html
index ceca111..5f610e7 100644
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+++ b/404.html
@@ -18,7 +18,7 @@
 
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-<link rel="preload" href="/assets/js/runtime~main.bf6288e7.js" as="script">
+<link rel="preload" href="/assets/js/runtime~main.4285ef54.js" as="script">
 <link rel="preload" href="/assets/js/main.0a4d822c.js" as="script">
 </head>
 <body class="navigation-with-keyboard">
@@ -45,7 +45,7 @@
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diff --git a/assets/js/18cf5ace.1ab490ec.js b/assets/js/18cf5ace.1ab490ec.js
new file mode 100644
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--- /dev/null
+++ b/assets/js/18cf5ace.1ab490ec.js
@@ -0,0 +1 @@
+"use strict";(self.webpackChunkdocs_v_2=self.webpackChunkdocs_v_2||[]).push([[7140],{95788:(e,n,t)=>{t.d(n,{Iu:()=>u,yg:()=>g});var a=t(11504);function r(e,n,t){return n in e?Object.defineProperty(e,n,{value:t,enumerable:!0,configurable:!0,writable:!0}):e[n]=t,e}function i(e,n){var t=Object.keys(e);if(Object.getOwnPropertySymbols){var a=Object.getOwnPropertySymbols(e);n&&(a=a.filter((function(n){return Object.getOwnPropertyDescriptor(e,n).enumerable}))),t.push.apply(t,a)}return t}function l(e){for(var n=1;n<arguments.length;n++){var t=null!=arguments[n]?arguments[n]:{};n%2?i(Object(t),!0).forEach((function(n){r(e,n,t[n])})):Object.getOwnPropertyDescriptors?Object.defineProperties(e,Object.getOwnPropertyDescriptors(t)):i(Object(t)).forEach((function(n){Object.defineProperty(e,n,Object.getOwnPropertyDescriptor(t,n))}))}return e}function o(e,n){if(null==e)return{};var t,a,r=function(e,n){if(null==e)return{};var t,a,r={},i=Object.keys(e);for(a=0;a<i.length;a++)t=i[a],n.indexOf(t)>=0||(r[t]=e[t]);return r}(e,n);if(Object.getOwnPropertySymbols){var i=Object.getOwnPropertySymbols(e);for(a=0;a<i.length;a++)t=i[a],n.indexOf(t)>=0||Object.prototype.propertyIsEnumerable.call(e,t)&&(r[t]=e[t])}return r}var s=a.createContext({}),p=function(e){var n=a.useContext(s),t=n;return e&&(t="function"==typeof e?e(n):l(l({},n),e)),t},u=function(e){var n=p(e.components);return a.createElement(s.Provider,{value:n},e.children)},c="mdxType",m={inlineCode:"code",wrapper:function(e){var n=e.children;return a.createElement(a.Fragment,{},n)}},d=a.forwardRef((function(e,n){var t=e.components,r=e.mdxType,i=e.originalType,s=e.parentName,u=o(e,["components","mdxType","originalType","parentName"]),c=p(t),d=r,g=c["".concat(s,".").concat(d)]||c[d]||m[d]||i;return t?a.createElement(g,l(l({ref:n},u),{},{components:t})):a.createElement(g,l({ref:n},u))}));function g(e,n){var t=arguments,r=n&&n.mdxType;if("string"==typeof e||r){var i=t.length,l=new Array(i);l[0]=d;var o={};for(var s in n)hasOwnProperty.call(n,s)&&(o[s]=n[s]);o.originalType=e,o[c]="string"==typeof e?e:r,l[1]=o;for(var p=2;p<i;p++)l[p]=t[p];return a.createElement.apply(null,l)}return a.createElement.apply(null,t)}d.displayName="MDXCreateElement"},80688:(e,n,t)=>{t.r(n),t.d(n,{assets:()=>s,contentTitle:()=>l,default:()=>m,frontMatter:()=>i,metadata:()=>o,toc:()=>p});var a=t(86404),r=(t(11504),t(95788));const i={title:"SQL Templating",hide_title:!0,sidebar_position:11,version:1},l=void 0,o={unversionedId:"installation/sql-templating",id:"installation/sql-templating",title:"SQL Templating",description:"SQL Templating",source:"@site/docs/installation/sql-templating.mdx",sourceDirName:"installation",slug:"/installation/sql-templating",permalink:"/docs/installation/sql-templating",draft:!1,editUrl:"https://github.com/apache/superset/edit/master/docs/docs/installation/sql-templating.mdx",tags:[],version:"current",sidebarPosition:11,frontMatter:{title:"SQL Templating",hide_title:!0,sidebar_position:11,version:1},sidebar:"tutorialSidebar",previous:{title:"Alerts and Reports",permalink:"/docs/installation/alerts-reports"},next:{title:"Setup SSH Tunneling",permalink:"/docs/installation/setup-ssh-tunneling"}},s={},p=[{value:"SQL Templating",id:"sql-templating",level:2},{value:"Jinja Templates",id:"jinja-templates",level:3},{value:"Available Macros",id:"available-macros",level:3}],u={toc:p},c="wrapper";function m(e){let{components:n,...t}=e;return(0,r.yg)(c,(0,a.c)({},u,t,{components:n,mdxType:"MDXLayout"}),(0,r.yg)("h2",{id:"sql-templating"},"SQL Templating"),(0,r.yg)("h3",{id:"jinja-templates"},"Jinja Templates"),(0,r.yg)("p",null,"SQL Lab and Explore supports ",(0,r.yg)("a",{parentName:"p",href:"https://jinja.palletsprojects.com/en/2.11.x/"},"Jinja templating")," in queries.\nTo enable templating, the ",(0,r.yg)("inlineCode",{parentName:"p"},"ENABLE_TEMPLATE_PROCESSING")," ",(0,r.yg)("a",{parentName:"p",href:"/docs/installation/configuring-superset#feature-flags"},"feature flag")," needs to be enabled in\n",(0,r.yg)("inlineCode",{parentName:"p"},"superset_config.py"),". When templating is enabled, python code can be embedded in virtual datasets and\nin Custom SQL in the filter and metric controls in Explore. By default, the following variables are\nmade available in the Jinja context:"),(0,r.yg)("ul",null,(0,r.yg)("li",{parentName:"ul"},(0,r.yg)("inlineCode",{parentName:"li"},"columns"),": columns which to group by in the query"),(0,r.yg)("li",{parentName:"ul"},(0,r.yg)("inlineCode",{parentName:"li"},"filter"),": filters applied in the query"),(0,r.yg)("li",{parentName:"ul"},(0,r.yg)("inlineCode",{parentName:"li"},"from_dttm"),": start ",(0,r.yg)("inlineCode",{parentName:"li"},"datetime")," value from the selected time range (",(0,r.yg)("inlineCode",{parentName:"li"},"None")," if undefined)"),(0,r.yg)("li",{parentName:"ul"},(0,r.yg)("inlineCode",{parentName:"li"},"to_dttm"),": end ",(0,r.yg)("inlineCode",{parentName:"li"},"datetime")," value from the selected time range (",(0,r.yg)("inlineCode",{parentName:"li"},"None")," if undefined)"),(0,r.yg)("li",{parentName:"ul"},(0,r.yg)("inlineCode",{parentName:"li"},"groupby"),": columns which to group by in the query (deprecated)"),(0,r.yg)("li",{parentName:"ul"},(0,r.yg)("inlineCode",{parentName:"li"},"metrics"),": aggregate expressions in the query"),(0,r.yg)("li",{parentName:"ul"},(0,r.yg)("inlineCode",{parentName:"li"},"row_limit"),": row limit of the query"),(0,r.yg)("li",{parentName:"ul"},(0,r.yg)("inlineCode",{parentName:"li"},"row_offset"),": row offset of the query"),(0,r.yg)("li",{parentName:"ul"},(0,r.yg)("inlineCode",{parentName:"li"},"table_columns"),": columns available in the dataset"),(0,r.yg)("li",{parentName:"ul"},(0,r.yg)("inlineCode",{parentName:"li"},"time_column"),": temporal column of the query (",(0,r.yg)("inlineCode",{parentName:"li"},"None")," if undefined)"),(0,r.yg)("li",{parentName:"ul"},(0,r.yg)("inlineCode",{parentName:"li"},"time_grain"),": selected time grain (",(0,r.yg)("inlineCode",{parentName:"li"},"None")," if undefined)")),(0,r.yg)("p",null,"For example, to add a time range to a virtual dataset, you can write the following:"),(0,r.yg)("pre",null,(0,r.yg)("code",{parentName:"pre",className:"language-sql"},"SELECT *\nFROM tbl\nWHERE dttm_col > '{{ from_dttm }}' and dttm_col < '{{ to_dttm }}'\n")),(0,r.yg)("p",null,"You can also use ",(0,r.yg)("a",{parentName:"p",href:"https://jinja.palletsprojects.com/en/2.11.x/templates/#tests"},"Jinja's logic"),"\nto make your query robust to clearing the timerange filter:"),(0,r.yg)("pre",null,(0,r.yg)("code",{parentName:"pre",className:"language-sql"},"SELECT *\nFROM tbl\nWHERE (\n    {% if from_dttm is not none %}\n        dttm_col > '{{ from_dttm }}' AND\n    {% endif %}\n    {% if to_dttm is not none %}\n        dttm_col < '{{ to_dttm }}' AND\n    {% endif %}\n    true\n)\n")),(0,r.yg)("p",null,"Note how the Jinja parameters are called within double brackets in the query, and without in the\nlogic blocks."),(0,r.yg)("p",null,"To add custom functionality to the Jinja context, you need to overload the default Jinja\ncontext in your environment by defining the ",(0,r.yg)("inlineCode",{parentName:"p"},"JINJA_CONTEXT_ADDONS")," in your superset configuration\n(",(0,r.yg)("inlineCode",{parentName:"p"},"superset_config.py"),"). Objects referenced in this dictionary are made available for users to use\nwhere the Jinja context is made available."),(0,r.yg)("pre",null,(0,r.yg)("code",{parentName:"pre",className:"language-python"},"JINJA_CONTEXT_ADDONS = {\n    'my_crazy_macro': lambda x: x*2,\n}\n")),(0,r.yg)("p",null,"Default values for jinja templates can be specified via ",(0,r.yg)("inlineCode",{parentName:"p"},"Parameters")," menu in the SQL Lab user interface.\nIn the UI you can assign a set of parameters as JSON"),(0,r.yg)("pre",null,(0,r.yg)("code",{parentName:"pre",className:"language-json"},'{\n  "my_table": "foo"\n}\n')),(0,r.yg)("p",null,"The parameters become available in your SQL (example: ",(0,r.yg)("inlineCode",{parentName:"p"},"SELECT * FROM {{ my_table }}")," ) by using Jinja templating syntax.\nSQL Lab template parameters are stored with the dataset as ",(0,r.yg)("inlineCode",{parentName:"p"},"TEMPLATE PARAMETERS"),"."),(0,r.yg)("p",null,"There is a special ",(0,r.yg)("inlineCode",{parentName:"p"},"_filters")," parameter which can be used to test filters used in the jinja template."),(0,r.yg)("pre",null,(0,r.yg)("code",{parentName:"pre",className:"language-json"},'{\n  "_filters": [\n    {\n      "col": "action_type",\n      "op": "IN",\n      "val": ["sell", "buy"]\n    }\n  ]\n}\n')),(0,r.yg)("pre",null,(0,r.yg)("code",{parentName:"pre",className:"language-sql"},"SELECT action, count(*) as times\nFROM logs\nWHERE action in {{ filter_values('action_type'))|where_in }}\nGROUP BY action\n")),(0,r.yg)("p",null,"Note ",(0,r.yg)("inlineCode",{parentName:"p"},"_filters")," is not stored with the dataset. It's only used within the SQL Lab UI."),(0,r.yg)("p",null,"Besides default Jinja templating, SQL lab also supports self-defined template processor by setting\nthe ",(0,r.yg)("inlineCode",{parentName:"p"},"CUSTOM_TEMPLATE_PROCESSORS")," in your superset configuration. The values in this dictionary\noverwrite the default Jinja template processors of the specified database engine. The example below\nconfigures a custom presto template processor which implements its own logic of processing macro\ntemplate with regex parsing. It uses the ",(0,r.yg)("inlineCode",{parentName:"p"},"$")," style macro instead of ",(0,r.yg)("inlineCode",{parentName:"p"},"{{ }}")," style in Jinja\ntemplating."),(0,r.yg)("p",null,"By configuring it with ",(0,r.yg)("inlineCode",{parentName:"p"},"CUSTOM_TEMPLATE_PROCESSORS"),", a SQL template on a presto database is\nprocessed by the custom one rather than the default one."),(0,r.yg)("pre",null,(0,r.yg)("code",{parentName:"pre",className:"language-python"},'def DATE(\n    ts: datetime, day_offset: SupportsInt = 0, hour_offset: SupportsInt = 0\n) -> str:\n    """Current day as a string."""\n    day_offset, hour_offset = int(day_offset), int(hour_offset)\n    offset_day = (ts + timedelta(days=day_offset, hours=hour_offset)).date()\n    return str(offset_day)\n\nclass CustomPrestoTemplateProcessor(PrestoTemplateProcessor):\n    """A custom presto template processor."""\n\n    engine = "presto"\n\n    def process_template(self, sql: str, **kwargs) -> str:\n        """Processes a sql template with $ style macro using regex."""\n        # Add custom macros functions.\n        macros = {\n            "DATE": partial(DATE, datetime.utcnow())\n        }  # type: Dict[str, Any]\n        # Update with macros defined in context and kwargs.\n        macros.update(self.context)\n        macros.update(kwargs)\n\n        def replacer(match):\n            """Expand $ style macros with corresponding function calls."""\n            macro_name, args_str = match.groups()\n            args = [a.strip() for a in args_str.split(",")]\n            if args == [""]:\n                args = []\n            f = macros[macro_name[1:]]\n            return f(*args)\n\n        macro_names = ["$" + name for name in macros.keys()]\n        pattern = r"(%s)\\s*\\(([^()]*)\\)" % "|".join(map(re.escape, macro_names))\n        return re.sub(pattern, replacer, sql)\n\nCUSTOM_TEMPLATE_PROCESSORS = {\n    CustomPrestoTemplateProcessor.engine: CustomPrestoTemplateProcessor\n}\n')),(0,r.yg)("p",null,"SQL Lab also includes a live query validation feature with pluggable backends. You can configure\nwhich validation implementation is used with which database engine by adding a block like the\nfollowing to your configuration file:"),(0,r.yg)("pre",null,(0,r.yg)("code",{parentName:"pre",className:"language-python"},"FEATURE_FLAGS = {\n    'SQL_VALIDATORS_BY_ENGINE': {\n        'presto': 'PrestoDBSQLValidator',\n    }\n}\n")),(0,r.yg)("p",null,"The available validators and names can be found in\n",(0,r.yg)("a",{parentName:"p",href:"https://github.com/apache/superset/tree/master/superset/sql_validators"},"sql_validators"),"."),(0,r.yg)("h3",{id:"available-macros"},"Available Macros"),(0,r.yg)("p",null,"In this section, we'll walkthrough the pre-defined Jinja macros in Superset."),(0,r.yg)("p",null,(0,r.yg)("strong",{parentName:"p"},"Current Username")),(0,r.yg)("p",null,"The ",(0,r.yg)("inlineCode",{parentName:"p"},"{{ current_username() }}")," macro returns the ",(0,r.yg)("inlineCode",{parentName:"p"},"username")," of the currently logged in user."),(0,r.yg)("p",null,"If you have caching enabled in your Superset configuration, then by default the ",(0,r.yg)("inlineCode",{parentName:"p"},"username")," value will be used\nby Superset when calculating the cache key. A cache key is a unique identifier that determines if there's a\ncache hit in the future and Superset can retrieve cached data."),(0,r.yg)("p",null,"You can disable the inclusion of the ",(0,r.yg)("inlineCode",{parentName:"p"},"username")," value in the calculation of the\ncache key by adding the following parameter to your Jinja code:"),(0,r.yg)("pre",null,(0,r.yg)("code",{parentName:"pre"},"{{ current_username(add_to_cache_keys=False) }}\n")),(0,r.yg)("p",null,(0,r.yg)("strong",{parentName:"p"},"Current User ID")),(0,r.yg)("p",null,"The ",(0,r.yg)("inlineCode",{parentName:"p"},"{{ current_user_id() }}")," macro returns the account ID of the currently logged in user."),(0,r.yg)("p",null,"If you have caching enabled in your Superset configuration, then by default the account ",(0,r.yg)("inlineCode",{parentName:"p"},"id")," value will be used\nby Superset when calculating the cache key. A cache key is a unique identifier that determines if there's a\ncache hit in the future and Superset can retrieve cached data."),(0,r.yg)("p",null,"You can disable the inclusion of the account ",(0,r.yg)("inlineCode",{parentName:"p"},"id")," value in the calculation of the\ncache key by adding the following parameter to your Jinja code:"),(0,r.yg)("pre",null,(0,r.yg)("code",{parentName:"pre"},"{{ current_user_id(add_to_cache_keys=False) }}\n")),(0,r.yg)("p",null,(0,r.yg)("strong",{parentName:"p"},"Current User Email")),(0,r.yg)("p",null,"The ",(0,r.yg)("inlineCode",{parentName:"p"},"{{ current_user_email() }}")," macro returns the email address of the currently logged in user."),(0,r.yg)("p",null,"If you have caching enabled in your Superset configuration, then by default the email address value will be used\nby Superset when calculating the cache key. A cache key is a unique identifier that determines if there's a\ncache hit in the future and Superset can retrieve cached data."),(0,r.yg)("p",null,"You can disable the inclusion of the email value in the calculation of the\ncache key by adding the following parameter to your Jinja code:"),(0,r.yg)("pre",null,(0,r.yg)("code",{parentName:"pre"},"{{ current_user_email(add_to_cache_keys=False) }}\n")),(0,r.yg)("p",null,(0,r.yg)("strong",{parentName:"p"},"Custom URL Parameters")),(0,r.yg)("p",null,"The ",(0,r.yg)("inlineCode",{parentName:"p"},"{{ url_param('custom_variable') }}")," macro lets you define arbitrary URL\nparameters and reference them in your SQL code."),(0,r.yg)("p",null,"Here's a concrete example:"),(0,r.yg)("ul",null,(0,r.yg)("li",{parentName:"ul"},(0,r.yg)("p",{parentName:"li"},"You write the following query in SQL Lab:"),(0,r.yg)("pre",{parentName:"li"},(0,r.yg)("code",{parentName:"pre",className:"language-sql"},"SELECT count(*)\nFROM ORDERS\nWHERE country_code = '{{ url_param('countrycode') }}'\n"))),(0,r.yg)("li",{parentName:"ul"},(0,r.yg)("p",{parentName:"li"},"You're hosting Superset at the domain ",(0,r.yg)("a",{parentName:"p",href:"http://www.example.com"},"www.example.com")," and you send your\ncoworker in Spain the following SQL Lab URL ",(0,r.yg)("inlineCode",{parentName:"p"},"www.example.com/superset/sqllab?countrycode=ES"),"\nand your coworker in the USA the following SQL Lab URL ",(0,r.yg)("inlineCode",{parentName:"p"},"www.example.com/superset/sqllab?countrycode=US"))),(0,r.yg)("li",{parentName:"ul"},(0,r.yg)("p",{parentName:"li"},"For your coworker in Spain, the SQL Lab query will be rendered as:"),(0,r.yg)("pre",{parentName:"li"},(0,r.yg)("code",{parentName:"pre",className:"language-sql"},"SELECT count(*)\nFROM ORDERS\nWHERE country_code = 'ES'\n"))),(0,r.yg)("li",{parentName:"ul"},(0,r.yg)("p",{parentName:"li"},"For your coworker in the USA, the SQL Lab query will be rendered as:"),(0,r.yg)("pre",{parentName:"li"},(0,r.yg)("code",{parentName:"pre",className:"language-sql"},"SELECT count(*)\nFROM ORDERS\nWHERE country_code = 'US'\n")))),(0,r.yg)("p",null,(0,r.yg)("strong",{parentName:"p"},"Explicitly Including Values in Cache Key")),(0,r.yg)("p",null,"The ",(0,r.yg)("inlineCode",{parentName:"p"},"{{ cache_key_wrapper() }}")," function explicitly instructs Superset to add a value to the\naccumulated list of values used in the calculation of the cache key."),(0,r.yg)("p",null,"This function is only needed when you want to wrap your own custom function return values\nin the cache key. You can gain more context\n",(0,r.yg)("a",{parentName:"p",href:"https://github.com/apache/superset/blob/efd70077014cbed62e493372d33a2af5237eaadf/superset/jinja_context.py#L133-L148"},"here"),"."),(0,r.yg)("p",null,"Note that this function powers the caching of the ",(0,r.yg)("inlineCode",{parentName:"p"},"user_id")," and ",(0,r.yg)("inlineCode",{parentName:"p"},"username")," values\nin the ",(0,r.yg)("inlineCode",{parentName:"p"},"current_user_id()")," and ",(0,r.yg)("inlineCode",{parentName:"p"},"current_username()")," function calls (if you have caching enabled)."),(0,r.yg)("p",null,(0,r.yg)("strong",{parentName:"p"},"Filter Values")),(0,r.yg)("p",null,"You can retrieve the value for a specific filter as a list using ",(0,r.yg)("inlineCode",{parentName:"p"},"{{ filter_values() }}"),"."),(0,r.yg)("p",null,"This is useful if:"),(0,r.yg)("ul",null,(0,r.yg)("li",{parentName:"ul"},"You want to use a filter component to filter a query where the name of filter component column doesn't match the one in the select statement"),(0,r.yg)("li",{parentName:"ul"},"You want to have the ability for filter inside the main query for performance purposes")),(0,r.yg)("p",null,"Here's a concrete example:"),(0,r.yg)("pre",null,(0,r.yg)("code",{parentName:"pre",className:"language-sql"},"SELECT action, count(*) as times\nFROM logs\nWHERE\n    action in {{ filter_values('action_type')|where_in }}\nGROUP BY action\n")),(0,r.yg)("p",null,"There ",(0,r.yg)("inlineCode",{parentName:"p"},"where_in")," filter converts the list of values from ",(0,r.yg)("inlineCode",{parentName:"p"},"filter_values('action_type')")," into a string suitable for an ",(0,r.yg)("inlineCode",{parentName:"p"},"IN")," expression."),(0,r.yg)("p",null,(0,r.yg)("strong",{parentName:"p"},"Filters for a Specific Column")),(0,r.yg)("p",null,"The ",(0,r.yg)("inlineCode",{parentName:"p"},"{{ get_filters() }}")," macro returns the filters applied to a given column. In addition to\nreturning the values (similar to how ",(0,r.yg)("inlineCode",{parentName:"p"},"filter_values()")," does), the ",(0,r.yg)("inlineCode",{parentName:"p"},"get_filters()")," macro\nreturns the operator specified in the Explore UI."),(0,r.yg)("p",null,"This is useful if:"),(0,r.yg)("ul",null,(0,r.yg)("li",{parentName:"ul"},"You want to handle more than the IN operator in your SQL clause"),(0,r.yg)("li",{parentName:"ul"},"You want to handle generating custom SQL conditions for a filter"),(0,r.yg)("li",{parentName:"ul"},"You want to have the ability to filter inside the main query for speed purposes")),(0,r.yg)("p",null,"Here's a concrete example:"),(0,r.yg)("pre",null,(0,r.yg)("code",{parentName:"pre"}," WITH RECURSIVE\n    superiors(employee_id, manager_id, full_name, level, lineage) AS (\n    SELECT\n        employee_id,\n        manager_id,\n        full_name,\n    1 as level,\n    employee_id as lineage\n    FROM\n        employees\n    WHERE\n    1=1\n\n    {# Render a blank line #}\n    {%- for filter in get_filters('full_name', remove_filter=True) -%}\n\n    {%- if filter.get('op') == 'IN' -%}\n        AND\n        full_name IN {{ filter.get('val')|where_in }}\n    {%- endif -%}\n\n    {%- if filter.get('op') == 'LIKE' -%}\n        AND\n        full_name LIKE {{ \"'\" + filter.get('val') + \"'\" }}\n    {%- endif -%}\n\n    {%- endfor -%}\n    UNION ALL\n        SELECT\n            e.employee_id,\n            e.manager_id,\n            e.full_name,\n    s.level + 1 as level,\n    s.lineage\n        FROM\n            employees e,\n        superiors s\n        WHERE s.manager_id = e.employee_id\n    )\n\n    SELECT\n    employee_id, manager_id, full_name, level, lineage\n    FROM\n    superiors\n    order by lineage, level\n")),(0,r.yg)("p",null,(0,r.yg)("strong",{parentName:"p"},"Datasets")),(0,r.yg)("p",null,"It's possible to query physical and virtual datasets using the ",(0,r.yg)("inlineCode",{parentName:"p"},"dataset")," macro. This is useful if you've defined computed columns and metrics on your datasets, and want to reuse the definition in adhoc SQL Lab queries."),(0,r.yg)("p",null,"To use the macro, first you need to find the ID of the dataset. This can be done by going to the view showing all the datasets, hovering over the dataset you're interested in, and looking at its URL. For example, if the URL for a dataset is ",(0,r.yg)("a",{parentName:"p",href:"https://superset.example.org/explore/?dataset_type=table&dataset_id=42"},"https://superset.example.org/explore/?dataset_type=table&dataset_id=42")," its ID is 42."),(0,r.yg)("p",null,"Once you have the ID you can query it as if it were a table:"),(0,r.yg)("pre",null,(0,r.yg)("code",{parentName:"pre"},"SELECT * FROM {{ dataset(42) }} LIMIT 10\n")),(0,r.yg)("p",null,"If you want to select the metric definitions as well, in addition to the columns, you need to pass an additional keyword argument:"),(0,r.yg)("pre",null,(0,r.yg)("code",{parentName:"pre"},"SELECT * FROM {{ dataset(42, include_metrics=True) }} LIMIT 10\n")),(0,r.yg)("p",null,"Since metrics are aggregations, the resulting SQL expression will be grouped by all non-metric columns. You can specify a subset of columns to group by instead:"),(0,r.yg)("pre",null,(0,r.yg)("code",{parentName:"pre"},'SELECT * FROM {{ dataset(42, include_metrics=True, columns=["ds", "category"]) }} LIMIT 10\n')))}m.isMDXComponent=!0}}]);
\ No newline at end of file
diff --git a/assets/js/18cf5ace.7f94f309.js b/assets/js/18cf5ace.7f94f309.js
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--- a/assets/js/18cf5ace.7f94f309.js
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@@ -1 +0,0 @@
-"use strict";(self.webpackChunkdocs_v_2=self.webpackChunkdocs_v_2||[]).push([[7140],{95788:(e,n,t)=>{t.d(n,{Iu:()=>u,yg:()=>g});var a=t(11504);function r(e,n,t){return n in e?Object.defineProperty(e,n,{value:t,enumerable:!0,configurable:!0,writable:!0}):e[n]=t,e}function i(e,n){var t=Object.keys(e);if(Object.getOwnPropertySymbols){var a=Object.getOwnPropertySymbols(e);n&&(a=a.filter((function(n){return Object.getOwnPropertyDescriptor(e,n).enumerable}))),t.push.apply(t,a)}return t}function l(e){for(var n=1;n<arguments.length;n++){var t=null!=arguments[n]?arguments[n]:{};n%2?i(Object(t),!0).forEach((function(n){r(e,n,t[n])})):Object.getOwnPropertyDescriptors?Object.defineProperties(e,Object.getOwnPropertyDescriptors(t)):i(Object(t)).forEach((function(n){Object.defineProperty(e,n,Object.getOwnPropertyDescriptor(t,n))}))}return e}function o(e,n){if(null==e)return{};var t,a,r=function(e,n){if(null==e)return{};var t,a,r={},i=Object.keys(e);for(a=0;a<i.length;a++)t=i[a],n.indexOf(t)>=0||(r[t]=e[t]);return r}(e,n);if(Object.getOwnPropertySymbols){var i=Object.getOwnPropertySymbols(e);for(a=0;a<i.length;a++)t=i[a],n.indexOf(t)>=0||Object.prototype.propertyIsEnumerable.call(e,t)&&(r[t]=e[t])}return r}var s=a.createContext({}),p=function(e){var n=a.useContext(s),t=n;return e&&(t="function"==typeof e?e(n):l(l({},n),e)),t},u=function(e){var n=p(e.components);return a.createElement(s.Provider,{value:n},e.children)},c="mdxType",m={inlineCode:"code",wrapper:function(e){var n=e.children;return a.createElement(a.Fragment,{},n)}},d=a.forwardRef((function(e,n){var t=e.components,r=e.mdxType,i=e.originalType,s=e.parentName,u=o(e,["components","mdxType","originalType","parentName"]),c=p(t),d=r,g=c["".concat(s,".").concat(d)]||c[d]||m[d]||i;return t?a.createElement(g,l(l({ref:n},u),{},{components:t})):a.createElement(g,l({ref:n},u))}));function g(e,n){var t=arguments,r=n&&n.mdxType;if("string"==typeof e||r){var i=t.length,l=new Array(i);l[0]=d;var o={};for(var s in n)hasOwnProperty.call(n,s)&&(o[s]=n[s]);o.originalType=e,o[c]="string"==typeof e?e:r,l[1]=o;for(var p=2;p<i;p++)l[p]=t[p];return a.createElement.apply(null,l)}return a.createElement.apply(null,t)}d.displayName="MDXCreateElement"},80688:(e,n,t)=>{t.r(n),t.d(n,{assets:()=>s,contentTitle:()=>l,default:()=>m,frontMatter:()=>i,metadata:()=>o,toc:()=>p});var a=t(86404),r=(t(11504),t(95788));const i={title:"SQL Templating",hide_title:!0,sidebar_position:11,version:1},l=void 0,o={unversionedId:"installation/sql-templating",id:"installation/sql-templating",title:"SQL Templating",description:"SQL Templating",source:"@site/docs/installation/sql-templating.mdx",sourceDirName:"installation",slug:"/installation/sql-templating",permalink:"/docs/installation/sql-templating",draft:!1,editUrl:"https://github.com/apache/superset/edit/master/docs/docs/installation/sql-templating.mdx",tags:[],version:"current",sidebarPosition:11,frontMatter:{title:"SQL Templating",hide_title:!0,sidebar_position:11,version:1},sidebar:"tutorialSidebar",previous:{title:"Alerts and Reports",permalink:"/docs/installation/alerts-reports"},next:{title:"Setup SSH Tunneling",permalink:"/docs/installation/setup-ssh-tunneling"}},s={},p=[{value:"SQL Templating",id:"sql-templating",level:2},{value:"Jinja Templates",id:"jinja-templates",level:3},{value:"Available Macros",id:"available-macros",level:3}],u={toc:p},c="wrapper";function m(e){let{components:n,...t}=e;return(0,r.yg)(c,(0,a.c)({},u,t,{components:n,mdxType:"MDXLayout"}),(0,r.yg)("h2",{id:"sql-templating"},"SQL Templating"),(0,r.yg)("h3",{id:"jinja-templates"},"Jinja Templates"),(0,r.yg)("p",null,"SQL Lab and Explore supports ",(0,r.yg)("a",{parentName:"p",href:"https://jinja.palletsprojects.com/en/2.11.x/"},"Jinja templating")," in queries.\nTo enable templating, the ",(0,r.yg)("inlineCode",{parentName:"p"},"ENABLE_TEMPLATE_PROCESSING")," ",(0,r.yg)("a",{parentName:"p",href:"/docs/installation/configuring-superset#feature-flags"},"feature flag")," needs to be enabled in\n",(0,r.yg)("inlineCode",{parentName:"p"},"superset_config.py"),". When templating is enabled, python code can be embedded in virtual datasets and\nin Custom SQL in the filter and metric controls in Explore. By default, the following variables are\nmade available in the Jinja context:"),(0,r.yg)("ul",null,(0,r.yg)("li",{parentName:"ul"},(0,r.yg)("inlineCode",{parentName:"li"},"columns"),": columns which to group by in the query"),(0,r.yg)("li",{parentName:"ul"},(0,r.yg)("inlineCode",{parentName:"li"},"filter"),": filters applied in the query"),(0,r.yg)("li",{parentName:"ul"},(0,r.yg)("inlineCode",{parentName:"li"},"from_dttm"),": start ",(0,r.yg)("inlineCode",{parentName:"li"},"datetime")," value from the selected time range (",(0,r.yg)("inlineCode",{parentName:"li"},"None")," if undefined)"),(0,r.yg)("li",{parentName:"ul"},(0,r.yg)("inlineCode",{parentName:"li"},"to_dttm"),": end ",(0,r.yg)("inlineCode",{parentName:"li"},"datetime")," value from the selected time range (",(0,r.yg)("inlineCode",{parentName:"li"},"None")," if undefined)"),(0,r.yg)("li",{parentName:"ul"},(0,r.yg)("inlineCode",{parentName:"li"},"groupby"),": columns which to group by in the query (deprecated)"),(0,r.yg)("li",{parentName:"ul"},(0,r.yg)("inlineCode",{parentName:"li"},"metrics"),": aggregate expressions in the query"),(0,r.yg)("li",{parentName:"ul"},(0,r.yg)("inlineCode",{parentName:"li"},"row_limit"),": row limit of the query"),(0,r.yg)("li",{parentName:"ul"},(0,r.yg)("inlineCode",{parentName:"li"},"row_offset"),": row offset of the query"),(0,r.yg)("li",{parentName:"ul"},(0,r.yg)("inlineCode",{parentName:"li"},"table_columns"),": columns available in the dataset"),(0,r.yg)("li",{parentName:"ul"},(0,r.yg)("inlineCode",{parentName:"li"},"time_column"),": temporal column of the query (",(0,r.yg)("inlineCode",{parentName:"li"},"None")," if undefined)"),(0,r.yg)("li",{parentName:"ul"},(0,r.yg)("inlineCode",{parentName:"li"},"time_grain"),": selected time grain (",(0,r.yg)("inlineCode",{parentName:"li"},"None")," if undefined)")),(0,r.yg)("p",null,"For example, to add a time range to a virtual dataset, you can write the following:"),(0,r.yg)("pre",null,(0,r.yg)("code",{parentName:"pre",className:"language-sql"},"SELECT *\nFROM tbl\nWHERE dttm_col > '{{ from_dttm }}' and dttm_col < '{{ to_dttm }}'\n")),(0,r.yg)("p",null,"You can also use ",(0,r.yg)("a",{parentName:"p",href:"https://jinja.palletsprojects.com/en/2.11.x/templates/#tests"},"Jinja's logic"),"\nto make your query robust to clearing the timerange filter:"),(0,r.yg)("pre",null,(0,r.yg)("code",{parentName:"pre",className:"language-sql"},"SELECT *\nFROM tbl\nWHERE (\n    {% if from_dttm is not none %}\n        dttm_col > '{{ from_dttm }}' AND\n    {% endif %}\n    {% if to_dttm is not none %}\n        dttm_col < '{{ to_dttm }}' AND\n    {% endif %}\n    true\n)\n")),(0,r.yg)("p",null,"Note how the Jinja parameters are called within double brackets in the query, and without in the\nlogic blocks."),(0,r.yg)("p",null,"To add custom functionality to the Jinja context, you need to overload the default Jinja\ncontext in your environment by defining the ",(0,r.yg)("inlineCode",{parentName:"p"},"JINJA_CONTEXT_ADDONS")," in your superset configuration\n(",(0,r.yg)("inlineCode",{parentName:"p"},"superset_config.py"),"). Objects referenced in this dictionary are made available for users to use\nwhere the Jinja context is made available."),(0,r.yg)("pre",null,(0,r.yg)("code",{parentName:"pre",className:"language-python"},"JINJA_CONTEXT_ADDONS = {\n    'my_crazy_macro': lambda x: x*2,\n}\n")),(0,r.yg)("p",null,"Default values for jinja templates can be specified via ",(0,r.yg)("inlineCode",{parentName:"p"},"Parameters")," menu in the SQL Lab user interface.\nIn the UI you can assign a set of parameters as JSON"),(0,r.yg)("pre",null,(0,r.yg)("code",{parentName:"pre",className:"language-json"},'{\n  "my_table": "foo"\n}\n')),(0,r.yg)("p",null,"The parameters become available in your SQL (example: ",(0,r.yg)("inlineCode",{parentName:"p"},"SELECT * FROM {{ my_table }}")," ) by using Jinja templating syntax.\nSQL Lab template parameters are stored with the dataset as ",(0,r.yg)("inlineCode",{parentName:"p"},"TEMPLATE PARAMETERS"),"."),(0,r.yg)("p",null,"There is a special ",(0,r.yg)("inlineCode",{parentName:"p"},"_filters")," parameter which can be used to test filters used in the jinja template."),(0,r.yg)("pre",null,(0,r.yg)("code",{parentName:"pre",className:"language-json"},'{\n  "_filters": [\n    {\n      "col": "action_type",\n      "op": "IN",\n      "val": ["sell", "buy"]\n    }\n  ]\n}\n')),(0,r.yg)("pre",null,(0,r.yg)("code",{parentName:"pre",className:"language-sql"},"SELECT action, count(*) as times\nFROM logs\nWHERE action in {{ filter_values('action_type'))|where_in }}\nGROUP BY action\n")),(0,r.yg)("p",null,"Note ",(0,r.yg)("inlineCode",{parentName:"p"},"_filters")," is not stored with the dataset. It's only used within the SQL Lab UI."),(0,r.yg)("p",null,"Besides default Jinja templating, SQL lab also supports self-defined template processor by setting\nthe ",(0,r.yg)("inlineCode",{parentName:"p"},"CUSTOM_TEMPLATE_PROCESSORS")," in your superset configuration. The values in this dictionary\noverwrite the default Jinja template processors of the specified database engine. The example below\nconfigures a custom presto template processor which implements its own logic of processing macro\ntemplate with regex parsing. It uses the ",(0,r.yg)("inlineCode",{parentName:"p"},"$")," style macro instead of ",(0,r.yg)("inlineCode",{parentName:"p"},"{{ }}")," style in Jinja\ntemplating."),(0,r.yg)("p",null,"By configuring it with ",(0,r.yg)("inlineCode",{parentName:"p"},"CUSTOM_TEMPLATE_PROCESSORS"),", a SQL template on a presto database is\nprocessed by the custom one rather than the default one."),(0,r.yg)("pre",null,(0,r.yg)("code",{parentName:"pre",className:"language-python"},'def DATE(\n    ts: datetime, day_offset: SupportsInt = 0, hour_offset: SupportsInt = 0\n) -> str:\n    """Current day as a string."""\n    day_offset, hour_offset = int(day_offset), int(hour_offset)\n    offset_day = (ts + timedelta(days=day_offset, hours=hour_offset)).date()\n    return str(offset_day)\n\nclass CustomPrestoTemplateProcessor(PrestoTemplateProcessor):\n    """A custom presto template processor."""\n\n    engine = "presto"\n\n    def process_template(self, sql: str, **kwargs) -> str:\n        """Processes a sql template with $ style macro using regex."""\n        # Add custom macros functions.\n        macros = {\n            "DATE": partial(DATE, datetime.utcnow())\n        }  # type: Dict[str, Any]\n        # Update with macros defined in context and kwargs.\n        macros.update(self.context)\n        macros.update(kwargs)\n\n        def replacer(match):\n            """Expand $ style macros with corresponding function calls."""\n            macro_name, args_str = match.groups()\n            args = [a.strip() for a in args_str.split(",")]\n            if args == [""]:\n                args = []\n            f = macros[macro_name[1:]]\n            return f(*args)\n\n        macro_names = ["$" + name for name in macros.keys()]\n        pattern = r"(%s)\\s*\\(([^()]*)\\)" % "|".join(map(re.escape, macro_names))\n        return re.sub(pattern, replacer, sql)\n\nCUSTOM_TEMPLATE_PROCESSORS = {\n    CustomPrestoTemplateProcessor.engine: CustomPrestoTemplateProcessor\n}\n')),(0,r.yg)("p",null,"SQL Lab also includes a live query validation feature with pluggable backends. You can configure\nwhich validation implementation is used with which database engine by adding a block like the\nfollowing to your configuration file:"),(0,r.yg)("pre",null,(0,r.yg)("code",{parentName:"pre",className:"language-python"},"FEATURE_FLAGS = {\n    'SQL_VALIDATORS_BY_ENGINE': {\n        'presto': 'PrestoDBSQLValidator',\n    }\n}\n")),(0,r.yg)("p",null,"The available validators and names can be found in\n",(0,r.yg)("a",{parentName:"p",href:"https://github.com/apache/superset/tree/master/superset/sql_validators"},"sql_validators"),"."),(0,r.yg)("h3",{id:"available-macros"},"Available Macros"),(0,r.yg)("p",null,"In this section, we'll walkthrough the pre-defined Jinja macros in Superset."),(0,r.yg)("p",null,(0,r.yg)("strong",{parentName:"p"},"Current Username")),(0,r.yg)("p",null,"The ",(0,r.yg)("inlineCode",{parentName:"p"},"{{ current_username() }}")," macro returns the username of the currently logged in user."),(0,r.yg)("p",null,"If you have caching enabled in your Superset configuration, then by default the ",(0,r.yg)("inlineCode",{parentName:"p"},"username")," value will be used\nby Superset when calculating the cache key. A cache key is a unique identifier that determines if there's a\ncache hit in the future and Superset can retrieve cached data."),(0,r.yg)("p",null,"You can disable the inclusion of the ",(0,r.yg)("inlineCode",{parentName:"p"},"username")," value in the calculation of the\ncache key by adding the following parameter to your Jinja code:"),(0,r.yg)("pre",null,(0,r.yg)("code",{parentName:"pre"},"{{ current_username(add_to_cache_keys=False) }}\n")),(0,r.yg)("p",null,(0,r.yg)("strong",{parentName:"p"},"Current User ID")),(0,r.yg)("p",null,"The ",(0,r.yg)("inlineCode",{parentName:"p"},"{{ current_user_id() }}")," macro returns the user_id of the currently logged in user."),(0,r.yg)("p",null,"If you have caching enabled in your Superset configuration, then by default the ",(0,r.yg)("inlineCode",{parentName:"p"},"user_id")," value will be used\nby Superset when calculating the cache key. A cache key is a unique identifier that determines if there's a\ncache hit in the future and Superset can retrieve cached data."),(0,r.yg)("p",null,"You can disable the inclusion of the ",(0,r.yg)("inlineCode",{parentName:"p"},"user_id")," value in the calculation of the\ncache key by adding the following parameter to your Jinja code:"),(0,r.yg)("pre",null,(0,r.yg)("code",{parentName:"pre"},"{{ current_user_id(add_to_cache_keys=False) }}\n")),(0,r.yg)("p",null,(0,r.yg)("strong",{parentName:"p"},"Custom URL Parameters")),(0,r.yg)("p",null,"The ",(0,r.yg)("inlineCode",{parentName:"p"},"{{ url_param('custom_variable') }}")," macro lets you define arbitrary URL\nparameters and reference them in your SQL code."),(0,r.yg)("p",null,"Here's a concrete example:"),(0,r.yg)("ul",null,(0,r.yg)("li",{parentName:"ul"},(0,r.yg)("p",{parentName:"li"},"You write the following query in SQL Lab:"),(0,r.yg)("pre",{parentName:"li"},(0,r.yg)("code",{parentName:"pre",className:"language-sql"},"SELECT count(*)\nFROM ORDERS\nWHERE country_code = '{{ url_param('countrycode') }}'\n"))),(0,r.yg)("li",{parentName:"ul"},(0,r.yg)("p",{parentName:"li"},"You're hosting Superset at the domain ",(0,r.yg)("a",{parentName:"p",href:"http://www.example.com"},"www.example.com")," and you send your\ncoworker in Spain the following SQL Lab URL ",(0,r.yg)("inlineCode",{parentName:"p"},"www.example.com/superset/sqllab?countrycode=ES"),"\nand your coworker in the USA the following SQL Lab URL ",(0,r.yg)("inlineCode",{parentName:"p"},"www.example.com/superset/sqllab?countrycode=US"))),(0,r.yg)("li",{parentName:"ul"},(0,r.yg)("p",{parentName:"li"},"For your coworker in Spain, the SQL Lab query will be rendered as:"),(0,r.yg)("pre",{parentName:"li"},(0,r.yg)("code",{parentName:"pre",className:"language-sql"},"SELECT count(*)\nFROM ORDERS\nWHERE country_code = 'ES'\n"))),(0,r.yg)("li",{parentName:"ul"},(0,r.yg)("p",{parentName:"li"},"For your coworker in the USA, the SQL Lab query will be rendered as:"),(0,r.yg)("pre",{parentName:"li"},(0,r.yg)("code",{parentName:"pre",className:"language-sql"},"SELECT count(*)\nFROM ORDERS\nWHERE country_code = 'US'\n")))),(0,r.yg)("p",null,(0,r.yg)("strong",{parentName:"p"},"Explicitly Including Values in Cache Key")),(0,r.yg)("p",null,"The ",(0,r.yg)("inlineCode",{parentName:"p"},"{{ cache_key_wrapper() }}")," function explicitly instructs Superset to add a value to the\naccumulated list of values used in the calculation of the cache key."),(0,r.yg)("p",null,"This function is only needed when you want to wrap your own custom function return values\nin the cache key. You can gain more context\n",(0,r.yg)("a",{parentName:"p",href:"https://github.com/apache/superset/blob/efd70077014cbed62e493372d33a2af5237eaadf/superset/jinja_context.py#L133-L148"},"here"),"."),(0,r.yg)("p",null,"Note that this function powers the caching of the ",(0,r.yg)("inlineCode",{parentName:"p"},"user_id")," and ",(0,r.yg)("inlineCode",{parentName:"p"},"username")," values\nin the ",(0,r.yg)("inlineCode",{parentName:"p"},"current_user_id()")," and ",(0,r.yg)("inlineCode",{parentName:"p"},"current_username()")," function calls (if you have caching enabled)."),(0,r.yg)("p",null,(0,r.yg)("strong",{parentName:"p"},"Filter Values")),(0,r.yg)("p",null,"You can retrieve the value for a specific filter as a list using ",(0,r.yg)("inlineCode",{parentName:"p"},"{{ filter_values() }}"),"."),(0,r.yg)("p",null,"This is useful if:"),(0,r.yg)("ul",null,(0,r.yg)("li",{parentName:"ul"},"You want to use a filter component to filter a query where the name of filter component column doesn't match the one in the select statement"),(0,r.yg)("li",{parentName:"ul"},"You want to have the ability for filter inside the main query for performance purposes")),(0,r.yg)("p",null,"Here's a concrete example:"),(0,r.yg)("pre",null,(0,r.yg)("code",{parentName:"pre",className:"language-sql"},"SELECT action, count(*) as times\nFROM logs\nWHERE\n    action in {{ filter_values('action_type')|where_in }}\nGROUP BY action\n")),(0,r.yg)("p",null,"There ",(0,r.yg)("inlineCode",{parentName:"p"},"where_in")," filter converts the list of values from ",(0,r.yg)("inlineCode",{parentName:"p"},"filter_values('action_type')")," into a string suitable for an ",(0,r.yg)("inlineCode",{parentName:"p"},"IN")," expression."),(0,r.yg)("p",null,(0,r.yg)("strong",{parentName:"p"},"Filters for a Specific Column")),(0,r.yg)("p",null,"The ",(0,r.yg)("inlineCode",{parentName:"p"},"{{ get_filters() }}")," macro returns the filters applied to a given column. In addition to\nreturning the values (similar to how ",(0,r.yg)("inlineCode",{parentName:"p"},"filter_values()")," does), the ",(0,r.yg)("inlineCode",{parentName:"p"},"get_filters()")," macro\nreturns the operator specified in the Explore UI."),(0,r.yg)("p",null,"This is useful if:"),(0,r.yg)("ul",null,(0,r.yg)("li",{parentName:"ul"},"You want to handle more than the IN operator in your SQL clause"),(0,r.yg)("li",{parentName:"ul"},"You want to handle generating custom SQL conditions for a filter"),(0,r.yg)("li",{parentName:"ul"},"You want to have the ability to filter inside the main query for speed purposes")),(0,r.yg)("p",null,"Here's a concrete example:"),(0,r.yg)("pre",null,(0,r.yg)("code",{parentName:"pre"}," WITH RECURSIVE\n    superiors(employee_id, manager_id, full_name, level, lineage) AS (\n    SELECT\n        employee_id,\n        manager_id,\n        full_name,\n    1 as level,\n    employee_id as lineage\n    FROM\n        employees\n    WHERE\n    1=1\n\n    {# Render a blank line #}\n    {%- for filter in get_filters('full_name', remove_filter=True) -%}\n\n    {%- if filter.get('op') == 'IN' -%}\n        AND\n        full_name IN {{ filter.get('val')|where_in }}\n    {%- endif -%}\n\n    {%- if filter.get('op') == 'LIKE' -%}\n        AND\n        full_name LIKE {{ \"'\" + filter.get('val') + \"'\" }}\n    {%- endif -%}\n\n    {%- endfor -%}\n    UNION ALL\n        SELECT\n            e.employee_id,\n            e.manager_id,\n            e.full_name,\n    s.level + 1 as level,\n    s.lineage\n        FROM\n            employees e,\n        superiors s\n        WHERE s.manager_id = e.employee_id\n    )\n\n    SELECT\n    employee_id, manager_id, full_name, level, lineage\n    FROM\n    superiors\n    order by lineage, level\n")),(0,r.yg)("p",null,(0,r.yg)("strong",{parentName:"p"},"Datasets")),(0,r.yg)("p",null,"It's possible to query physical and virtual datasets using the ",(0,r.yg)("inlineCode",{parentName:"p"},"dataset")," macro. This is useful if you've defined computed columns and metrics on your datasets, and want to reuse the definition in adhoc SQL Lab queries."),(0,r.yg)("p",null,"To use the macro, first you need to find the ID of the dataset. This can be done by going to the view showing all the datasets, hovering over the dataset you're interested in, and looking at its URL. For example, if the URL for a dataset is ",(0,r.yg)("a",{parentName:"p",href:"https://superset.example.org/explore/?dataset_type=table&dataset_id=42"},"https://superset.example.org/explore/?dataset_type=table&dataset_id=42")," its ID is 42."),(0,r.yg)("p",null,"Once you have the ID you can query it as if it were a table:"),(0,r.yg)("pre",null,(0,r.yg)("code",{parentName:"pre"},"SELECT * FROM {{ dataset(42) }} LIMIT 10\n")),(0,r.yg)("p",null,"If you want to select the metric definitions as well, in addition to the columns, you need to pass an additional keyword argument:"),(0,r.yg)("pre",null,(0,r.yg)("code",{parentName:"pre"},"SELECT * FROM {{ dataset(42, include_metrics=True) }} LIMIT 10\n")),(0,r.yg)("p",null,"Since metrics are aggregations, the resulting SQL expression will be grouped by all non-metric columns. You can specify a subset of columns to group by instead:"),(0,r.yg)("pre",null,(0,r.yg)("code",{parentName:"pre"},'SELECT * FROM {{ dataset(42, include_metrics=True, columns=["ds", "category"]) }} LIMIT 10\n')))}m.isMDXComponent=!0}}]);
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diff --git a/assets/js/runtime~main.bf6288e7.js b/assets/js/runtime~main.4285ef54.js
similarity index 98%
rename from assets/js/runtime~main.bf6288e7.js
rename to assets/js/runtime~main.4285ef54.js
index 9cdd14a..1610066 100644
--- a/assets/js/runtime~main.bf6288e7.js
+++ b/assets/js/runtime~main.4285ef54.js
@@ -1 +1 @@
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diff --git a/docs/contributing/style-guide/index.html b/docs/contributing/style-guide/index.html
index 389f03f..4e4961c 100644
--- a/docs/contributing/style-guide/index.html
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\ No newline at end of file
diff --git a/docs/contributing/testing-locally/index.html b/docs/contributing/testing-locally/index.html
index c8bc9e8..3f40629 100644
--- a/docs/contributing/testing-locally/index.html
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@@ -18,7 +18,7 @@
 
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-<script src="/assets/js/runtime~main.bf6288e7.js"></script>
+<script src="/assets/js/runtime~main.4285ef54.js"></script>
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\ No newline at end of file
diff --git a/docs/contributing/translations/index.html b/docs/contributing/translations/index.html
index d676e4f..0314252 100644
--- a/docs/contributing/translations/index.html
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@@ -18,7 +18,7 @@
 
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-<script src="/assets/js/runtime~main.bf6288e7.js"></script>
+<script src="/assets/js/runtime~main.4285ef54.js"></script>
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\ No newline at end of file
diff --git a/docs/contributing/types-of-contributions/index.html b/docs/contributing/types-of-contributions/index.html
index eea086a..ea7305b 100644
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@@ -18,7 +18,7 @@
 
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\ No newline at end of file
diff --git a/docs/creating-charts-dashboards/creating-your-first-dashboard/index.html b/docs/creating-charts-dashboards/creating-your-first-dashboard/index.html
index 29a23d8..bed8dc6 100644
--- a/docs/creating-charts-dashboards/creating-your-first-dashboard/index.html
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@@ -18,7 +18,7 @@
 
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+<script src="/assets/js/runtime~main.4285ef54.js"></script>
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\ No newline at end of file
diff --git a/docs/creating-charts-dashboards/exploring-data/index.html b/docs/creating-charts-dashboards/exploring-data/index.html
index 28f885a..9c8c952 100644
--- a/docs/creating-charts-dashboards/exploring-data/index.html
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@@ -18,7 +18,7 @@
 
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-<script src="/assets/js/runtime~main.bf6288e7.js"></script>
+<script src="/assets/js/runtime~main.4285ef54.js"></script>
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 </html>
\ No newline at end of file
diff --git a/docs/databases/ascend/index.html b/docs/databases/ascend/index.html
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--- a/docs/databases/ascend/index.html
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@@ -18,7 +18,7 @@
 
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-<script src="/assets/js/runtime~main.bf6288e7.js"></script>
+<script src="/assets/js/runtime~main.4285ef54.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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--- a/docs/databases/athena/index.html
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@@ -18,7 +18,7 @@
 
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-<script src="/assets/js/runtime~main.bf6288e7.js"></script>
+<script src="/assets/js/runtime~main.4285ef54.js"></script>
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\ No newline at end of file
diff --git a/docs/databases/bigquery/index.html b/docs/databases/bigquery/index.html
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--- a/docs/databases/bigquery/index.html
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@@ -18,7 +18,7 @@
 
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@@ -52,7 +52,7 @@
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-<script src="/assets/js/runtime~main.bf6288e7.js"></script>
+<script src="/assets/js/runtime~main.4285ef54.js"></script>
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 </html>
\ No newline at end of file
diff --git a/docs/databases/clickhouse/index.html b/docs/databases/clickhouse/index.html
index dee1ccc..c158097 100644
--- a/docs/databases/clickhouse/index.html
+++ b/docs/databases/clickhouse/index.html
@@ -18,7 +18,7 @@
 
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@@ -47,7 +47,7 @@
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-<script src="/assets/js/runtime~main.bf6288e7.js"></script>
+<script src="/assets/js/runtime~main.4285ef54.js"></script>
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 </html>
\ No newline at end of file
diff --git a/docs/databases/cockroachdb/index.html b/docs/databases/cockroachdb/index.html
index 972b306..f09afd5 100644
--- a/docs/databases/cockroachdb/index.html
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@@ -18,7 +18,7 @@
 
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-<script src="/assets/js/runtime~main.bf6288e7.js"></script>
+<script src="/assets/js/runtime~main.4285ef54.js"></script>
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 </html>
\ No newline at end of file
diff --git a/docs/databases/cratedb/index.html b/docs/databases/cratedb/index.html
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--- a/docs/databases/cratedb/index.html
+++ b/docs/databases/cratedb/index.html
@@ -18,7 +18,7 @@
 
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-<script src="/assets/js/runtime~main.bf6288e7.js"></script>
+<script src="/assets/js/runtime~main.4285ef54.js"></script>
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 </html>
\ No newline at end of file
diff --git a/docs/databases/databend/index.html b/docs/databases/databend/index.html
index dfd2a44..1535527 100644
--- a/docs/databases/databend/index.html
+++ b/docs/databases/databend/index.html
@@ -18,7 +18,7 @@
 
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-<script src="/assets/js/runtime~main.bf6288e7.js"></script>
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\ No newline at end of file
diff --git a/docs/databases/databricks/index.html b/docs/databases/databricks/index.html
index defd321..2e81b3e 100644
--- a/docs/databases/databricks/index.html
+++ b/docs/databases/databricks/index.html
@@ -18,7 +18,7 @@
 
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-<script src="/assets/js/runtime~main.bf6288e7.js"></script>
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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 4c12b72..14fe8ab 100644
--- a/docs/databases/db-connection-ui/index.html
+++ b/docs/databases/db-connection-ui/index.html
@@ -18,7 +18,7 @@
 
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\ No newline at end of file
diff --git a/docs/databases/docker-add-drivers/index.html b/docs/databases/docker-add-drivers/index.html
index 3190d52..fbcb46f 100644
--- a/docs/databases/docker-add-drivers/index.html
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@@ -18,7 +18,7 @@
 
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\ No newline at end of file
diff --git a/docs/databases/doris/index.html b/docs/databases/doris/index.html
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@@ -18,7 +18,7 @@
 
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\ No newline at end of file
diff --git a/docs/databases/dremio/index.html b/docs/databases/dremio/index.html
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--- a/docs/databases/dremio/index.html
+++ b/docs/databases/dremio/index.html
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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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\ No newline at end of file
diff --git a/docs/databases/druid/index.html b/docs/databases/druid/index.html
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--- a/docs/databases/druid/index.html
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@@ -18,7 +18,7 @@
 
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\ No newline at end of file
diff --git a/docs/databases/dynamodb/index.html b/docs/databases/dynamodb/index.html
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\ No newline at end of file
diff --git a/docs/databases/elasticsearch/index.html b/docs/databases/elasticsearch/index.html
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--- a/docs/databases/elasticsearch/index.html
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diff --git a/docs/databases/exasol/index.html b/docs/databases/exasol/index.html
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@@ -18,7 +18,7 @@
 
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diff --git a/docs/databases/extra-settings/index.html b/docs/databases/extra-settings/index.html
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@@ -18,7 +18,7 @@
 
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\ No newline at end of file
diff --git a/docs/databases/firebird/index.html b/docs/databases/firebird/index.html
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--- a/docs/databases/firebird/index.html
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\ No newline at end of file
diff --git a/docs/databases/firebolt/index.html b/docs/databases/firebolt/index.html
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--- a/docs/databases/firebolt/index.html
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@@ -18,7 +18,7 @@
 
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+<script src="/assets/js/runtime~main.4285ef54.js"></script>
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 </html>
\ No newline at end of file
diff --git a/docs/databases/google-sheets/index.html b/docs/databases/google-sheets/index.html
index 73c3547..a9d757c 100644
--- a/docs/databases/google-sheets/index.html
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@@ -18,7 +18,7 @@
 
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 <body class="navigation-with-keyboard">
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-<script src="/assets/js/runtime~main.bf6288e7.js"></script>
+<script src="/assets/js/runtime~main.4285ef54.js"></script>
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 </html>
\ No newline at end of file
diff --git a/docs/databases/hana/index.html b/docs/databases/hana/index.html
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--- a/docs/databases/hana/index.html
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@@ -18,7 +18,7 @@
 
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 </html>
\ No newline at end of file
diff --git a/docs/databases/hive/index.html b/docs/databases/hive/index.html
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--- a/docs/databases/hive/index.html
+++ b/docs/databases/hive/index.html
@@ -18,7 +18,7 @@
 
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 </html>
\ No newline at end of file
diff --git a/docs/databases/hologres/index.html b/docs/databases/hologres/index.html
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--- a/docs/databases/hologres/index.html
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@@ -18,7 +18,7 @@
 
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 <body class="navigation-with-keyboard">
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+<script src="/assets/js/runtime~main.4285ef54.js"></script>
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 </html>
\ No newline at end of file
diff --git a/docs/databases/ibm-db2/index.html b/docs/databases/ibm-db2/index.html
index eb2cab7..be2f09a 100644
--- a/docs/databases/ibm-db2/index.html
+++ b/docs/databases/ibm-db2/index.html
@@ -18,7 +18,7 @@
 
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 </html>
\ No newline at end of file
diff --git a/docs/databases/impala/index.html b/docs/databases/impala/index.html
index 470b47a..2c45721 100644
--- a/docs/databases/impala/index.html
+++ b/docs/databases/impala/index.html
@@ -18,7 +18,7 @@
 
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\ No newline at end of file
diff --git a/docs/databases/installing-database-drivers/index.html b/docs/databases/installing-database-drivers/index.html
index bed6474..b61d694 100644
--- a/docs/databases/installing-database-drivers/index.html
+++ b/docs/databases/installing-database-drivers/index.html
@@ -18,7 +18,7 @@
 
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\ No newline at end of file
diff --git a/docs/databases/kusto/index.html b/docs/databases/kusto/index.html
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diff --git a/docs/databases/postgres/index.html b/docs/databases/postgres/index.html
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@@ -18,7 +18,7 @@
 
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diff --git a/docs/databases/solr/index.html b/docs/databases/solr/index.html
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diff --git a/docs/databases/starrocks/index.html b/docs/databases/starrocks/index.html
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diff --git a/docs/installation/installing-superset-from-pypi/index.html b/docs/installation/installing-superset-from-pypi/index.html
index f728c95..37117f8 100644
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diff --git a/docs/installation/running-on-kubernetes/index.html b/docs/installation/running-on-kubernetes/index.html
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diff --git a/docs/installation/setup-ssh-tunneling/index.html b/docs/installation/setup-ssh-tunneling/index.html
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@@ -18,7 +18,7 @@
 
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diff --git a/docs/installation/sql-templating/index.html b/docs/installation/sql-templating/index.html
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@@ -18,7 +18,7 @@
 
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@@ -43,13 +43,16 @@
 processed by the custom one rather than the default one.</p><div class="language-python codeBlockContainer_Ckt0 theme-code-block" style="--prism-color:#393A34;--prism-background-color:#f6f8fa"><div class="codeBlockContent_biex"><pre tabindex="0" class="prism-code language-python codeBlock_bY9V thin-scrollbar"><code class="codeBlockLines_e6Vv"><span class="token-line" style="color:#393A34"><span class="token keyword" style="color:#00009f">def</span><span class="token plain"> </span><span class="token function" style="color:#d73a49">DATE</span><span class="token punctuation" style="color:#393A34">(</span><span class="token plain"></span><br></span><span class="token-line" style="color:#393A34"><span class="token plain">    ts</span><span class="token punctuation" style="color:#393A34">:</span><span class="token plain"> datetime</span><span class="token punctuation" style="color:#393A34">,</span><span class="token plain"> day_offset</span><span class="token punctuation" style="color:#393A34">:</span><span class="token plain"> SupportsInt </span><span class="token operator" style="color:#393A34">=</span><span class="token plain"> </span><span class="token number" style="color:#36acaa">0</span><span class="token punctuation" style="color:#393A34">,</span><span class="token plain"> hour_offset</span><span class="token punctuation" style="color:#393A34">:</span><span class="token plain"> SupportsInt </span><span class="token operator" style="color:#393A34">=</span><span class="token plain"> </span><span class="token number" style="color:#36acaa">0</span><span class="token plain"></span><br></span><span class="token-line" style="color:#393A34"><span class="token plain"></span><span class="token punctuation" style="color:#393A34">)</span><span class="token plain"> </span><span class="token operator" style="color:#393A34">-</span><span class="token operator" style="color:#393A34">&gt;</span><span class="token plain"> </span><span class="token builtin">str</span><span class="token punctuation" style="color:#393A34">:</span><span class="token plain"></span><br></span><span class="token-line" style="color:#393A34"><span class="token plain">    </span><span class="token triple-quoted-string string" style="color:#e3116c">&quot;&quot;&quot;Current day as a string.&quot;&quot;&quot;</span><span class="token plain"></span><br></span><span class="token-line" style="color:#393A34"><span class="token plain">    day_offset</span><span class="token punctuation" style="color:#393A34">,</span><span class="token plain"> hour_offset </span><span class="token operator" style="color:#393A34">=</span><span class="token plain"> </span><span class="token builtin">int</span><span class="token punctuation" style="color:#393A34">(</span><span class="token plain">day_offset</span><span class="token punctuation" style="color:#393A34">)</span><span class="token punctuation" style="color:#393A34">,</span><span class="token plain"> </span><span class="token builtin">int</span><span class="token punctuation" style="color:#393A34">(</span><span class="token plain">hour_offset</span><span class="token punctuation" style="color:#393A34">)</span><span class="token plain"></span><br></span><span class="token-line" style="color:#393A34"><span class="token plain">    offset_day </span><span class="token operator" style="color:#393A34">=</span><span class="token plain"> </span><span class="token punctuation" style="color:#393A34">(</span><span class="token plain">ts </span><span class="token operator" style="color:#393A34">+</span><span class="token plain"> timedelta</span><span class="token punctuation" style="color:#393A34">(</span><span class="token plain">days</span><span class="token operator" style="color:#393A34">=</span><span class="token plain">day_offset</span><span class="token punctuation" style="color:#393A34">,</span><span class="token plain"> hours</span><span class="token operator" style="color:#393A34">=</span><span class="token plain">hour_offset</span><span class="token punctuation" style="color:#393A34">)</span><span class="token punctuation" style="color:#393A34">)</span><span class="token punctuation" style="color:#393A34">.</span><span class="token plain">date</span><span class="token punctuation" style="color:#393A34">(</span><span class="token punctuation" style="color:#393A34">)</span><span class="token plain"></span><br></span><span class="token-line" style="color:#393A34"><span class="token plain">    </span><span class="token keyword" style="color:#00009f">return</span><span class="token plain"> </span><span class="token builtin">str</span><span class="token punctuation" style="color:#393A34">(</span><span class="token plain">offset_day</span><span class="token punctuation" style="color:#393A34">)</span><span class="token plain"></span><br></span><span class="token-line" style="color:#393A34"><span class="token plain" style="display:inline-block"></span><br></span><span class="token-line" style="color:#393A34"><span class="token plain"></span><span class="token keyword" style="color:#00009f">class</span><span class="token plain"> </span><span class="token class-name">CustomPrestoTemplateProcessor</span><span class="token punctuation" style="color:#393A34">(</span><span class="token plain">PrestoTemplateProcessor</span><span class="token punctuation" style="color:#393A34">)</span><span class="token punctuation" style="color:#393A34">:</span><span class="token plain"></span><br></span><span class="token-line" style="color:#393A34"><span class="token plain">    </span><span class="token triple-quoted-string string" style="color:#e3116c">&quot;&quot;&quot;A custom presto template processor.&quot;&quot;&quot;</span><span class="token plain"></span><br></span><span class="token-line" style="color:#393A34"><span class="token plain" style="display:inline-block"></span><br></span><span class="token-line" style="color:#393A34"><span class="token plain">    engine </span><span class="token operator" style="color:#393A34">=</span><span class="token plain"> </span><span class="token string" style="color:#e3116c">&quot;presto&quot;</span><span class="token plain"></span><br></span><span class="token-line" style="color:#393A34"><span class="token plain" style="display:inline-block"></span><br></span><span class="token-line" style="color:#393A34"><span class="token plain">    </span><span class="token keyword" style="color:#00009f">def</span><span class="token plain"> </span><span class="token function" style="color:#d73a49">process_template</span><span class="token punctuation" style="color:#393A34">(</span><span class="token plain">self</span><span class="token punctuation" style="color:#393A34">,</span><span class="token plain"> sql</span><span class="token punctuation" style="color:#393A34">:</span><span class="token plain"> </span><span class="token builtin">str</span><span class="token punctuation" style="color:#393A34">,</span><span class="token plain"> </span><span class="token operator" style="color:#393A34">**</span><span class="token plain">kwargs</span><span class="token punctuation" style="color:#393A34">)</span><span class="token plain"> </span><span class="token operator" style="color:#393A34">-</span><span class="token operator" style="color:#393A34">&gt;</span><span class="token plain"> </span><span class="token builtin">str</span><span class="token punctuation" style="color:#393A34">:</span><span class="token plain"></span><br></span><span class="token-line" style="color:#393A34"><span class="token plain">        </span><span class="token triple-quoted-string string" style="color:#e3116c">&quot;&quot;&quot;Processes a sql template with $ style macro using regex.&quot;&quot;&quot;</span><span class="token plain"></span><br></span><span class="token-line" style="color:#393A34"><span class="token plain">        </span><span class="token comment" style="color:#999988;font-style:italic"># Add custom macros functions.</span><span class="token plain"></span><br></span><span class="token-line" style="color:#393A34"><span class="token plain">        macros </span><span class="token operator" style="color:#393A34">=</span><span class="token plain"> </span><span class="token punctuation" style="color:#393A34">{</span><span class="token plain"></span><br></span><span class="token-line" style="color:#393A34"><span class="token plain">            </span><span class="token string" style="color:#e3116c">&quot;DATE&quot;</span><span class="token punctuation" style="color:#393A34">:</span><span class="token plain"> partial</span><span class="token punctuation" style="color:#393A34">(</span><span class="token plain">DATE</span><span class="token punctuation" style="color:#393A34">,</span><span class="token plain"> datetime</span><span class="token punctuation" style="color:#393A34">.</span><span class="token plain">utcnow</span><span class="token punctuation" style="color:#393A34">(</span><span class="token punctuation" style="color:#393A34">)</span><span class="token punctuation" style="color:#393A34">)</span><span class="token plain"></span><br></span><span class="token-line" style="color:#393A34"><span class="token plain">        </span><span class="token punctuation" style="color:#393A34">}</span><span class="token plain">  </span><span class="token comment" style="color:#999988;font-style:italic"># type: Dict[str, Any]</span><span class="token plain"></span><br></span><span class="token-line" style="color:#393A34"><span class="token plain">        </span><span class="token comment" style="color:#999988;font-style:italic"># Update with macros defined in context and kwargs.</span><span class="token plain"></span><br></span><span class="token-line" style="color:#393A34"><span class="token plain">        macros</span><span class="token punctuation" style="color:#393A34">.</span><span class="token plain">update</span><span class="token punctuation" style="color:#393A34">(</span><span class="token plain">self</span><span class="token punctuation" style="color:#393A34">.</span><span class="token plain">context</span><span class="token punctuation" style="color:#393A34">)</span><span class="token plain"></span><br></span><span class="token-line" style="color:#393A34"><span class="token plain">        macros</span><span class="token punctuation" style="color:#393A34">.</span><span class="token plain">update</span><span class="token punctuation" style="color:#393A34">(</span><span class="token plain">kwargs</span><span class="token punctuation" style="color:#393A34">)</span><span class="token plain"></span><br></span><span class="token-line" style="color:#393A34"><span class="token plain" style="display:inline-block"></span><br></span><span class="token-line" style="color:#393A34"><span class="token plain">        </span><span class="token keyword" style="color:#00009f">def</span><span class="token plain"> </span><span class="token function" style="color:#d73a49">replacer</span><span class="token punctuation" style="color:#393A34">(</span><span class="token keyword" style="color:#00009f">match</span><span class="token punctuation" style="color:#393A34">)</span><span class="token punctuation" style="color:#393A34">:</span><span class="token plain"></span><br></span><span class="token-line" style="color:#393A34"><span class="token plain">            </span><span class="token triple-quoted-string string" style="color:#e3116c">&quot;&quot;&quot;Expand $ style macros with corresponding function calls.&quot;&quot;&quot;</span><span class="token plain"></span><br></span><span class="token-line" style="color:#393A34"><span class="token plain">            macro_name</span><span class="token punctuation" style="color:#393A34">,</span><span class="token plain"> args_str </span><span class="token operator" style="color:#393A34">=</span><span class="token plain"> </span><span class="token keyword" style="color:#00009f">match</span><span class="token punctuation" style="color:#393A34">.</span><span class="token plain">groups</span><span class="token punctuation" style="color:#393A34">(</span><span class="token punctuation" style="color:#393A34">)</span><span class="token plain"></span><br></span><span class="token-line" style="color:#393A34"><span class="token plain">            args </span><span class="token operator" style="color:#393A34">=</span><span class="token plain"> </span><span class="token punctuation" style="color:#393A34">[</span><span class="token plain">a</span><span class="token punctuation" style="color:#393A34">.</span><span class="token plain">strip</span><span class="token punctuation" style="color:#393A34">(</span><span class="token punctuation" style="color:#393A34">)</span><span class="token plain"> </span><span class="token keyword" style="color:#00009f">for</span><span class="token plain"> a </span><span class="token keyword" style="color:#00009f">in</span><span class="token plain"> args_str</span><span class="token punctuation" style="color:#393A34">.</span><span class="token plain">split</span><span class="token punctuation" style="color:#393A34">(</span><span class="token string" style="color:#e3116c">&quot;,&quot;</span><span class="token punctuation" style="color:#393A34">)</span><span class="token punctuation" style="color:#393A34">]</span><span class="token plain"></span><br></span><span class="token-line" style="color:#393A34"><span class="token plain">            </span><span class="token keyword" style="color:#00009f">if</span><span class="token plain"> args </span><span class="token operator" style="color:#393A34">==</span><span class="token plain"> </span><span class="token punctuation" style="color:#393A34">[</span><span class="token string" style="color:#e3116c">&quot;&quot;</span><span class="token punctuation" style="color:#393A34">]</span><span class="token punctuation" style="color:#393A34">:</span><span class="token plain"></span><br></span><span class="token-line" style="color:#393A34"><span class="token plain">                args </span><span class="token operator" style="color:#393A34">=</span><span class="token plain"> </span><span class="token punctuation" style="color:#393A34">[</span><span class="token punctuation" style="color:#393A34">]</span><span class="token plain"></span><br></span><span class="token-line" style="color:#393A34"><span class="token plain">            f </span><span class="token operator" style="color:#393A34">=</span><span class="token plain"> macros</span><span class="token punctuation" style="color:#393A34">[</span><span class="token plain">macro_name</span><span class="token punctuation" style="color:#393A34">[</span><span class="token number" style="color:#36acaa">1</span><span class="token punctuation" style="color:#393A34">:</span><span class="token punctuation" style="color:#393A34">]</span><span class="token punctuation" style="color:#393A34">]</span><span class="token plain"></span><br></span><span class="token-line" style="color:#393A34"><span class="token plain">            </span><span class="token keyword" style="color:#00009f">return</span><span class="token plain"> f</span><span class="token punctuation" style="color:#393A34">(</span><span class="token operator" style="color:#393A34">*</span><span class="token plain">args</span><span class="token punctuation" style="color:#393A34">)</span><span class="token plain"></span><br></span><span class="token-line" style="color:#393A34"><span class="token plain" style="display:inline-block"></span><br></span><span class="token-line" style="color:#393A34"><span class="token plain">        macro_names </span><span class="token operator" style="color:#393A34">=</span><span class="token plain"> </span><span class="token punctuation" style="color:#393A34">[</span><span class="token string" style="color:#e3116c">&quot;$&quot;</span><span class="token plain"> </span><span class="token operator" style="color:#393A34">+</span><span class="token plain"> name </span><span class="token keyword" style="color:#00009f">for</span><span class="token plain"> name </span><span class="token keyword" style="color:#00009f">in</span><span class="token plain"> macros</span><span class="token punctuation" style="color:#393A34">.</span><span class="token plain">keys</span><span class="token punctuation" style="color:#393A34">(</span><span class="token punctuation" style="color:#393A34">)</span><span class="token punctuation" style="color:#393A34">]</span><span class="token plain"></span><br></span><span class="token-line" style="color:#393A34"><span class="token plain">        pattern </span><span class="token operator" style="color:#393A34">=</span><span class="token plain"> </span><span class="token string" style="color:#e3116c">r&quot;(%s)\s*\(([^()]*)\)&quot;</span><span class="token plain"> </span><span class="token operator" style="color:#393A34">%</span><span class="token plain"> </span><span class="token string" style="color:#e3116c">&quot;|&quot;</span><span class="token punctuation" style="color:#393A34">.</span><span class="token plain">join</span><span class="token punctuation" style="color:#393A34">(</span><span class="token builtin">map</span><span class="token punctuation" style="color:#393A34">(</span><span class="token plain">re</span><span class="token punctuation" style="color:#393A34">.</span><span class="token plain">escape</span><span class="token punctuation" style="color:#393A34">,</span><span class="token plain"> macro_names</span><span class="token punctuation" style="color:#393A34">)</span><span class="token punctuation" style="color:#393A34">)</span><span class="token plain"></span><br></span><span class="token-line" style="color:#393A34"><span class="token plain">        </span><span class="token keyword" style="color:#00009f">return</span><span class="token plain"> re</span><span class="token punctuation" style="color:#393A34">.</span><span class="token plain">sub</span><span class="token punctuation" style="color:#393A34">(</span><span class="token plain">pattern</span><span class="token punctuation" style="color:#393A34">,</span><span class="token plain"> replacer</span><span class="token punctuation" style="color:#393A34">,</span><span class="token plain"> sql</span><span class="token punctuation" style="color:#393A34">)</span><span class="token plain"></span><br></span><span class="token-line" style="color:#393A34"><span class="token plain" style="display:inline-block"></span><br></span><span class="token-line" style="color:#393A34"><span class="token plain">CUSTOM_TEMPLATE_PROCESSORS </span><span class="token operator" style="color:#393A34">=</span><span class="token plain"> </span><span class="token punctuation" style="color:#393A34">{</span><span class="token plain"></span><br></span><span class="token-line" style="color:#393A34"><span class="token plain">    CustomPrestoTemplateProcessor</span><span class="token punctuation" style="color:#393A34">.</span><span class="token plain">engine</span><span class="token punctuation" style="color:#393A34">:</span><span class="token plain"> CustomPrestoTemplateProcessor</span><br></span><span class="token-line" style="color:#393A34"><span class="token plain"></span><span class="token punctuation" style="color:#393A34">}</span><br></span></code></pre><div class="buttonGroup__atx"><button type="button" aria-label="Copy code to clipboard" title="Copy" class="clean-btn"><span class="copyButtonIcons_eSgA" aria-hidden="true"><svg viewBox="0 0 24 24" class="copyButtonIcon_y97N"><path fill="currentColor" d="M19,21H8V7H19M19,5H8A2,2 0 0,0 6,7V21A2,2 0 0,0 8,23H19A2,2 0 0,0 21,21V7A2,2 0 0,0 19,5M16,1H4A2,2 0 0,0 2,3V17H4V3H16V1Z"></path></svg><svg viewBox="0 0 24 24" class="copyButtonSuccessIcon_LjdS"><path fill="currentColor" d="M21,7L9,19L3.5,13.5L4.91,12.09L9,16.17L19.59,5.59L21,7Z"></path></svg></span></button></div></div></div><p>SQL Lab also includes a live query validation feature with pluggable backends. You can configure
 which validation implementation is used with which database engine by adding a block like the
 following to your configuration file:</p><div class="language-python codeBlockContainer_Ckt0 theme-code-block" style="--prism-color:#393A34;--prism-background-color:#f6f8fa"><div class="codeBlockContent_biex"><pre tabindex="0" class="prism-code language-python codeBlock_bY9V thin-scrollbar"><code class="codeBlockLines_e6Vv"><span class="token-line" style="color:#393A34"><span class="token plain">FEATURE_FLAGS </span><span class="token operator" style="color:#393A34">=</span><span class="token plain"> </span><span class="token punctuation" style="color:#393A34">{</span><span class="token plain"></span><br></span><span class="token-line" style="color:#393A34"><span class="token plain">    </span><span class="token string" style="color:#e3116c">&#x27;SQL_VALIDATORS_BY_ENGINE&#x27;</span><span class="token punctuation" style="color:#393A34">:</span><span class="token plain"> </span><span class="token punctuation" style="color:#393A34">{</span><span class="token plain"></span><br></span><span class="token-line" style="color:#393A34"><span class="token plain">        </span><span class="token string" style="color:#e3116c">&#x27;presto&#x27;</span><span class="token punctuation" style="color:#393A34">:</span><span class="token plain"> </span><span class="token string" style="color:#e3116c">&#x27;PrestoDBSQLValidator&#x27;</span><span class="token punctuation" style="color:#393A34">,</span><span class="token plain"></span><br></span><span class="token-line" style="color:#393A34"><span class="token plain">    </span><span class="token punctuation" style="color:#393A34">}</span><span class="token plain"></span><br></span><span class="token-line" style="color:#393A34"><span class="token plain"></span><span class="token punctuation" style="color:#393A34">}</span><br></span></code></pre><div class="buttonGroup__atx"><button type="button" aria-label="Copy code to clipboard" title="Copy" class="clean-btn"><span class="copyButtonIcons_eSgA" aria-hidden="true"><svg viewBox="0 0 24 24" class="copyButtonIcon_y97N"><path fill="currentColor" d="M19,21H8V7H19M19,5H8A2,2 0 0,0 6,7V21A2,2 0 0,0 8,23H19A2,2 0 0,0 21,21V7A2,2 0 0,0 19,5M16,1H4A2,2 0 0,0 2,3V17H4V3H16V1Z"></path></svg><svg viewBox="0 0 24 24" class="copyButtonSuccessIcon_LjdS"><path fill="currentColor" d="M21,7L9,19L3.5,13.5L4.91,12.09L9,16.17L19.59,5.59L21,7Z"></path></svg></span></button></div></div></div><p>The available validators and names can be found in
-<a href="https://github.com/apache/superset/tree/master/superset/sql_validators" target="_blank" rel="noopener noreferrer">sql_validators</a>.</p><h3 class="anchor anchorWithStickyNavbar_LWe7" id="available-macros">Available Macros<a href="#available-macros" class="hash-link" aria-label="Direct link to Available Macros" title="Direct link to Available Macros">​</a></h3><p>In this section, we&#x27;ll walkthrough the pre-defined Jinja macros in Superset.</p><p><strong>Current Username</strong></p><p>The <code>{{ current_username() }}</code> macro returns the username of the currently logged in user.</p><p>If you have caching enabled in your Superset configuration, then by default the <code>username</code> value will be used
+<a href="https://github.com/apache/superset/tree/master/superset/sql_validators" target="_blank" rel="noopener noreferrer">sql_validators</a>.</p><h3 class="anchor anchorWithStickyNavbar_LWe7" id="available-macros">Available Macros<a href="#available-macros" class="hash-link" aria-label="Direct link to Available Macros" title="Direct link to Available Macros">​</a></h3><p>In this section, we&#x27;ll walkthrough the pre-defined Jinja macros in Superset.</p><p><strong>Current Username</strong></p><p>The <code>{{ current_username() }}</code> macro returns the <code>username</code> of the currently logged in user.</p><p>If you have caching enabled in your Superset configuration, then by default the <code>username</code> value will be used
 by Superset when calculating the cache key. A cache key is a unique identifier that determines if there&#x27;s a
 cache hit in the future and Superset can retrieve cached data.</p><p>You can disable the inclusion of the <code>username</code> value in the calculation of the
-cache key by adding the following parameter to your Jinja 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">{{ current_username(add_to_cache_keys=False) }}</span><br></span></code></pre><div class="buttonGroup__atx"><button type="button" aria-label="Copy code to clipboard" title="Copy" class="clean-btn"><span class="copyButtonIcons_eSgA" aria-hidden="true"><svg viewBox="0 0 24 24" class="copyButtonIcon_y97N"><path fill="currentColor" d="M19,21H8V7H19M19,5H8A2,2 0 0,0 6,7V21A2,2 0 0,0 8,23H19A2,2 0 0,0 21,21V7A2,2 0 0,0 19,5M16,1H4A2,2 0 0,0 2,3V17H4V3H16V1Z"></path></svg><svg viewBox="0 0 24 24" class="copyButtonSuccessIcon_LjdS"><path fill="currentColor" d="M21,7L9,19L3.5,13.5L4.91,12.09L9,16.17L19.59,5.59L21,7Z"></path></svg></span></button></div></div></div><p><strong>Current User ID</strong></p><p>The <code>{{ current_user_id() }}</code> macro returns the user_id of the currently logged in user.</p><p>If you have caching enabled in your Superset configuration, then by default the <code>user_id</code> value will be used
+cache key by adding the following parameter to your Jinja 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">{{ current_username(add_to_cache_keys=False) }}</span><br></span></code></pre><div class="buttonGroup__atx"><button type="button" aria-label="Copy code to clipboard" title="Copy" class="clean-btn"><span class="copyButtonIcons_eSgA" aria-hidden="true"><svg viewBox="0 0 24 24" class="copyButtonIcon_y97N"><path fill="currentColor" d="M19,21H8V7H19M19,5H8A2,2 0 0,0 6,7V21A2,2 0 0,0 8,23H19A2,2 0 0,0 21,21V7A2,2 0 0,0 19,5M16,1H4A2,2 0 0,0 2,3V17H4V3H16V1Z"></path></svg><svg viewBox="0 0 24 24" class="copyButtonSuccessIcon_LjdS"><path fill="currentColor" d="M21,7L9,19L3.5,13.5L4.91,12.09L9,16.17L19.59,5.59L21,7Z"></path></svg></span></button></div></div></div><p><strong>Current User ID</strong></p><p>The <code>{{ current_user_id() }}</code> macro returns the account ID of the currently logged in user.</p><p>If you have caching enabled in your Superset configuration, then by default the account <code>id</code> value will be used
 by Superset when calculating the cache key. A cache key is a unique identifier that determines if there&#x27;s a
-cache hit in the future and Superset can retrieve cached data.</p><p>You can disable the inclusion of the <code>user_id</code> value in the calculation of the
-cache key by adding the following parameter to your Jinja 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">{{ current_user_id(add_to_cache_keys=False) }}</span><br></span></code></pre><div class="buttonGroup__atx"><button type="button" aria-label="Copy code to clipboard" title="Copy" class="clean-btn"><span class="copyButtonIcons_eSgA" aria-hidden="true"><svg viewBox="0 0 24 24" class="copyButtonIcon_y97N"><path fill="currentColor" d="M19,21H8V7H19M19,5H8A2,2 0 0,0 6,7V21A2,2 0 0,0 8,23H19A2,2 0 0,0 21,21V7A2,2 0 0,0 19,5M16,1H4A2,2 0 0,0 2,3V17H4V3H16V1Z"></path></svg><svg viewBox="0 0 24 24" class="copyButtonSuccessIcon_LjdS"><path fill="currentColor" d="M21,7L9,19L3.5,13.5L4.91,12.09L9,16.17L19.59,5.59L21,7Z"></path></svg></span></button></div></div></div><p><strong>Custom URL Parameters</strong></p><p>The <code>{{ url_param(&#x27;custom_variable&#x27;) }}</code> macro lets you define arbitrary URL
+cache hit in the future and Superset can retrieve cached data.</p><p>You can disable the inclusion of the account <code>id</code> value in the calculation of the
+cache key by adding the following parameter to your Jinja 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">{{ current_user_id(add_to_cache_keys=False) }}</span><br></span></code></pre><div class="buttonGroup__atx"><button type="button" aria-label="Copy code to clipboard" title="Copy" class="clean-btn"><span class="copyButtonIcons_eSgA" aria-hidden="true"><svg viewBox="0 0 24 24" class="copyButtonIcon_y97N"><path fill="currentColor" d="M19,21H8V7H19M19,5H8A2,2 0 0,0 6,7V21A2,2 0 0,0 8,23H19A2,2 0 0,0 21,21V7A2,2 0 0,0 19,5M16,1H4A2,2 0 0,0 2,3V17H4V3H16V1Z"></path></svg><svg viewBox="0 0 24 24" class="copyButtonSuccessIcon_LjdS"><path fill="currentColor" d="M21,7L9,19L3.5,13.5L4.91,12.09L9,16.17L19.59,5.59L21,7Z"></path></svg></span></button></div></div></div><p><strong>Current User Email</strong></p><p>The <code>{{ current_user_email() }}</code> macro returns the email address of the currently logged in user.</p><p>If you have caching enabled in your Superset configuration, then by default the email address value will be used
+by Superset when calculating the cache key. A cache key is a unique identifier that determines if there&#x27;s a
+cache hit in the future and Superset can retrieve cached data.</p><p>You can disable the inclusion of the email value in the calculation of the
+cache key by adding the following parameter to your Jinja 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">{{ current_user_email(add_to_cache_keys=False) }}</span><br></span></code></pre><div class="buttonGroup__atx"><button type="button" aria-label="Copy code to clipboard" title="Copy" class="clean-btn"><span class="copyButtonIcons_eSgA" aria-hidden="true"><svg viewBox="0 0 24 24" class="copyButtonIcon_y97N"><path fill="currentColor" d="M19,21H8V7H19M19,5H8A2,2 0 0,0 6,7V21A2,2 0 0,0 8,23H19A2,2 0 0,0 21,21V7A2,2 0 0,0 19,5M16,1H4A2,2 0 0,0 2,3V17H4V3H16V1Z"></path></svg><svg viewBox="0 0 24 24" class="copyButtonSuccessIcon_LjdS"><path fill="currentColor" d="M21,7L9,19L3.5,13.5L4.91,12.09L9,16.17L19.59,5.59L21,7Z"></path></svg></span></button></div></div></div><p><strong>Custom URL Parameters</strong></p><p>The <code>{{ url_param(&#x27;custom_variable&#x27;) }}</code> macro lets you define arbitrary URL
 parameters and reference them in your SQL code.</p><p>Here&#x27;s a concrete example:</p><ul><li><p>You write the following query in SQL Lab:</p><div class="language-sql codeBlockContainer_Ckt0 theme-code-block" style="--prism-color:#393A34;--prism-background-color:#f6f8fa"><div class="codeBlockContent_biex"><pre tabindex="0" class="prism-code language-sql codeBlock_bY9V thin-scrollbar"><code class="codeBlockLines_e6Vv"><span class="token-line" style="color:#393A34"><span class="token keyword" style="color:#00009f">SELECT</span><span class="token plain"> </span><span class="token function" style="color:#d73a49">count</span><span class="token punctuation" style="color:#393A34">(</span><span class="token operator" style="color:#393A34">*</span><span class="token punctuation" style="color:#393A34">)</span><span class="token plain"></span><br></span><span class="token-line" style="color:#393A34"><span class="token plain"></span><span class="token keyword" style="color:#00009f">FROM</span><span class="token plain"> ORDERS</span><br></span><span class="token-line" style="color:#393A34"><span class="token plain"></span><span class="token keyword" style="color:#00009f">WHERE</span><span class="token plain"> country_code </span><span class="token operator" style="color:#393A34">=</span><span class="token plain"> </span><span class="token string" style="color:#e3116c">&#x27;{{ url_param(&#x27;</span><span class="token plain">countrycode</span><span class="token string" style="color:#e3116c">&#x27;) }}&#x27;</span><br></span></code></pre><div class="buttonGroup__atx"><button type="button" aria-label="Copy code to clipboard" title="Copy" class="clean-btn"><span class="copyButtonIcons_eSgA" aria-hidden="true"><svg viewBox="0 0 24 24" class="copyButtonIcon_y97N"><path fill="currentColor" d="M19,21H8V7H19M19,5H8A2,2 0 0,0 6,7V21A2,2 0 0,0 8,23H19A2,2 0 0,0 21,21V7A2,2 0 0,0 19,5M16,1H4A2,2 0 0,0 2,3V17H4V3H16V1Z"></path></svg><svg viewBox="0 0 24 24" class="copyButtonSuccessIcon_LjdS"><path fill="currentColor" d="M21,7L9,19L3.5,13.5L4.91,12.09L9,16.17L19.59,5.59L21,7Z"></path></svg></span></button></div></div></div></li><li><p>You&#x27;re hosting Superset at the domain <a href="http://www.example.com" target="_blank" rel="noopener noreferrer">www.example.com</a> and you send your
 coworker in Spain the following SQL Lab URL <code>www.example.com/superset/sqllab?countrycode=ES</code>
 and your coworker in the USA the following SQL Lab URL <code>www.example.com/superset/sqllab?countrycode=US</code></p></li><li><p>For your coworker in Spain, the SQL Lab query will be rendered as:</p><div class="language-sql codeBlockContainer_Ckt0 theme-code-block" style="--prism-color:#393A34;--prism-background-color:#f6f8fa"><div class="codeBlockContent_biex"><pre tabindex="0" class="prism-code language-sql codeBlock_bY9V thin-scrollbar"><code class="codeBlockLines_e6Vv"><span class="token-line" style="color:#393A34"><span class="token keyword" style="color:#00009f">SELECT</span><span class="token plain"> </span><span class="token function" style="color:#d73a49">count</span><span class="token punctuation" style="color:#393A34">(</span><span class="token operator" style="color:#393A34">*</span><span class="token punctuation" style="color:#393A34">)</span><span class="token plain"></span><br></span><span class="token-line" style="color:#393A34"><span class="token plain"></span><span class="token keyword" style="color:#00009f">FROM</span><span class="token plain"> ORDERS</span><br></span><span class="token-line" style="color:#393A34"><span class="token plain"></span><span class="token keyword" style="color:#00009f">WHERE</span><span class="token plain"> country_code </span><span class="token operator" style="color:#393A34">=</span><span class="token plain"> </span><span class="token string" style="color:#e3116c">&#x27;ES&#x27;</span><br></span></code></pre><div class="buttonGroup__atx"><button type="button" aria-label="Copy code to clipboard" title="Copy" class="clean-btn"><span class="copyButtonIcons_eSgA" aria-hidden="true"><svg viewBox="0 0 24 24" class="copyButtonIcon_y97N"><path fill="currentColor" d="M19,21H8V7H19M19,5H8A2,2 0 0,0 6,7V21A2,2 0 0,0 8,23H19A2,2 0 0,0 21,21V7A2,2 0 0,0 19,5M16,1H4A2,2 0 0,0 2,3V17H4V3H16V1Z"></path></svg><svg viewBox="0 0 24 24" class="copyButtonSuccessIcon_LjdS"><path fill="currentColor" d="M21,7L9,19L3.5,13.5L4.91,12.09L9,16.17L19.59,5.59L21,7Z"></path></svg></span></button></div></div></div></li><li><p>For your coworker in the USA, the SQL Lab query will be rendered as:</p><div class="language-sql codeBlockContainer_Ckt0 theme-code-block" style="--prism-color:#393A34;--prism-background-color:#f6f8fa"><div class="codeBlockContent_biex"><pre tabindex="0" class="prism-code language-sql codeBlock_bY9V thin-scrollbar"><code class="codeBlockLines_e6Vv"><span class="token-line" style="color:#393A34"><span class="token keyword" style="color:#00009f">SELECT</span><span class="token plain"> </span><span class="token function" style="color:#d73a49">count</span><span class="token punctuation" style="color:#393A34">(</span><span class="token operator" style="color:#393A34">*</span><span class="token punctuation" style="color:#393A34">)</span><span class="token plain"></span><br></span><span class="token-line" style="color:#393A34"><span class="token plain"></span><span class="token keyword" style="color:#00009f">FROM</span><span class="token plain"> ORDERS</span><br></span><span class="token-line" style="color:#393A34"><span class="token plain"></span><span class="token keyword" style="color:#00009f">WHERE</span><span class="token plain"> country_code </span><span class="token operator" style="color:#393A34">=</span><span class="token plain"> </span><span class="token string" style="color:#e3116c">&#x27;US&#x27;</span><br></span></code></pre><div class="buttonGroup__atx"><button type="button" aria-label="Copy code to clipboard" title="Copy" class="clean-btn"><span class="copyButtonIcons_eSgA" aria-hidden="true"><svg viewBox="0 0 24 24" class="copyButtonIcon_y97N"><path fill="currentColor" d="M19,21H8V7H19M19,5H8A2,2 0 0,0 6,7V21A2,2 0 0,0 8,23H19A2,2 0 0,0 21,21V7A2,2 0 0,0 19,5M16,1H4A2,2 0 0,0 2,3V17H4V3H16V1Z"></path></svg><svg viewBox="0 0 24 24" class="copyButtonSuccessIcon_LjdS"><path fill="currentColor" d="M21,7L9,19L3.5,13.5L4.91,12.09L9,16.17L19.59,5.59L21,7Z"></path></svg></span></button></div></div></div></li></ul><p><strong>Explicitly Including Values in Cache Key</strong></p><p>The <code>{{ cache_key_wrapper() }}</code> function explicitly instructs Superset to add a value to the
@@ -80,7 +83,7 @@
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           </div></div></div></footer></div>
-<script src="/assets/js/runtime~main.bf6288e7.js"></script>
+<script src="/assets/js/runtime~main.4285ef54.js"></script>
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\ No newline at end of file
diff --git a/docs/installation/upgrading-superset/index.html b/docs/installation/upgrading-superset/index.html
index abb09e0..5374165 100644
--- a/docs/installation/upgrading-superset/index.html
+++ b/docs/installation/upgrading-superset/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.686b4caa.css">
-<link rel="preload" href="/assets/js/runtime~main.bf6288e7.js" as="script">
+<link rel="preload" href="/assets/js/runtime~main.4285ef54.js" as="script">
 <link rel="preload" href="/assets/js/main.0a4d822c.js" as="script">
 </head>
 <body class="navigation-with-keyboard">
@@ -47,7 +47,7 @@
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           </div></div></div></footer></div>
-<script src="/assets/js/runtime~main.bf6288e7.js"></script>
+<script src="/assets/js/runtime~main.4285ef54.js"></script>
 <script src="/assets/js/main.0a4d822c.js"></script>
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 </html>
\ No newline at end of file
diff --git a/docs/intro/index.html b/docs/intro/index.html
index b758260..5d03db5 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.bf6288e7.js" as="script">
+<link rel="preload" href="/assets/js/runtime~main.4285ef54.js" as="script">
 <link rel="preload" href="/assets/js/main.0a4d822c.js" as="script">
 </head>
 <body class="navigation-with-keyboard">
@@ -55,7 +55,7 @@
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           </div></div></div></footer></div>
-<script src="/assets/js/runtime~main.bf6288e7.js"></script>
+<script src="/assets/js/runtime~main.4285ef54.js"></script>
 <script src="/assets/js/main.0a4d822c.js"></script>
 </body>
 </html>
\ No newline at end of file
diff --git a/docs/miscellaneous/chart-params/index.html b/docs/miscellaneous/chart-params/index.html
index dd3c05a..3f76bf5 100644
--- a/docs/miscellaneous/chart-params/index.html
+++ b/docs/miscellaneous/chart-params/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.686b4caa.css">
-<link rel="preload" href="/assets/js/runtime~main.bf6288e7.js" as="script">
+<link rel="preload" href="/assets/js/runtime~main.4285ef54.js" as="script">
 <link rel="preload" href="/assets/js/main.0a4d822c.js" as="script">
 </head>
 <body class="navigation-with-keyboard">
@@ -45,7 +45,7 @@
           <!-- 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.bf6288e7.js"></script>
+<script src="/assets/js/runtime~main.4285ef54.js"></script>
 <script src="/assets/js/main.0a4d822c.js"></script>
 </body>
 </html>
\ No newline at end of file
diff --git a/docs/miscellaneous/country-map-tools/index.html b/docs/miscellaneous/country-map-tools/index.html
index efde674..91a4f27 100644
--- a/docs/miscellaneous/country-map-tools/index.html
+++ b/docs/miscellaneous/country-map-tools/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.686b4caa.css">
-<link rel="preload" href="/assets/js/runtime~main.bf6288e7.js" as="script">
+<link rel="preload" href="/assets/js/runtime~main.4285ef54.js" as="script">
 <link rel="preload" href="/assets/js/main.0a4d822c.js" as="script">
 </head>
 <body class="navigation-with-keyboard">
@@ -51,7 +51,7 @@
           <!-- 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.bf6288e7.js"></script>
+<script src="/assets/js/runtime~main.4285ef54.js"></script>
 <script src="/assets/js/main.0a4d822c.js"></script>
 </body>
 </html>
\ No newline at end of file
diff --git a/docs/miscellaneous/importing-exporting-datasources/index.html b/docs/miscellaneous/importing-exporting-datasources/index.html
index ecba36e..7b89215 100644
--- a/docs/miscellaneous/importing-exporting-datasources/index.html
+++ b/docs/miscellaneous/importing-exporting-datasources/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.686b4caa.css">
-<link rel="preload" href="/assets/js/runtime~main.bf6288e7.js" as="script">
+<link rel="preload" href="/assets/js/runtime~main.4285ef54.js" as="script">
 <link rel="preload" href="/assets/js/main.0a4d822c.js" as="script">
 </head>
 <body class="navigation-with-keyboard">
@@ -56,7 +56,7 @@
           <!-- 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.bf6288e7.js"></script>
+<script src="/assets/js/runtime~main.4285ef54.js"></script>
 <script src="/assets/js/main.0a4d822c.js"></script>
 </body>
 </html>
\ No newline at end of file
diff --git a/docs/miscellaneous/issue-codes/index.html b/docs/miscellaneous/issue-codes/index.html
index b4e610d..2016dc4 100644
--- a/docs/miscellaneous/issue-codes/index.html
+++ b/docs/miscellaneous/issue-codes/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.686b4caa.css">
-<link rel="preload" href="/assets/js/runtime~main.bf6288e7.js" as="script">
+<link rel="preload" href="/assets/js/runtime~main.4285ef54.js" as="script">
 <link rel="preload" href="/assets/js/main.0a4d822c.js" as="script">
 </head>
 <body class="navigation-with-keyboard">
@@ -74,7 +74,7 @@
           <!-- telemetry/analytics pixel: -->
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           </div></div></div></footer></div>
-<script src="/assets/js/runtime~main.bf6288e7.js"></script>
+<script src="/assets/js/runtime~main.4285ef54.js"></script>
 <script src="/assets/js/main.0a4d822c.js"></script>
 </body>
 </html>
\ No newline at end of file
diff --git a/docs/miscellaneous/timezones/index.html b/docs/miscellaneous/timezones/index.html
index 4eaa826..958ab2e 100644
--- a/docs/miscellaneous/timezones/index.html
+++ b/docs/miscellaneous/timezones/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.686b4caa.css">
-<link rel="preload" href="/assets/js/runtime~main.bf6288e7.js" as="script">
+<link rel="preload" href="/assets/js/runtime~main.4285ef54.js" as="script">
 <link rel="preload" href="/assets/js/main.0a4d822c.js" as="script">
 </head>
 <body class="navigation-with-keyboard">
@@ -45,7 +45,7 @@
           <!-- 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.bf6288e7.js"></script>
+<script src="/assets/js/runtime~main.4285ef54.js"></script>
 <script src="/assets/js/main.0a4d822c.js"></script>
 </body>
 </html>
\ No newline at end of file
diff --git a/docs/quickstart/index.html b/docs/quickstart/index.html
index 7aa9faa..426a4f3 100644
--- a/docs/quickstart/index.html
+++ b/docs/quickstart/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.686b4caa.css">
-<link rel="preload" href="/assets/js/runtime~main.bf6288e7.js" as="script">
+<link rel="preload" href="/assets/js/runtime~main.4285ef54.js" as="script">
 <link rel="preload" href="/assets/js/main.0a4d822c.js" as="script">
 </head>
 <body class="navigation-with-keyboard">
@@ -53,7 +53,7 @@
           <!-- 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.bf6288e7.js"></script>
+<script src="/assets/js/runtime~main.4285ef54.js"></script>
 <script src="/assets/js/main.0a4d822c.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 b8c4b91..ca68f92 100644
--- a/docs/security/cves/index.html
+++ b/docs/security/cves/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.686b4caa.css">
-<link rel="preload" href="/assets/js/runtime~main.bf6288e7.js" as="script">
+<link rel="preload" href="/assets/js/runtime~main.4285ef54.js" as="script">
 <link rel="preload" href="/assets/js/main.0a4d822c.js" as="script">
 </head>
 <body class="navigation-with-keyboard">
@@ -45,7 +45,7 @@
           <!-- 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.bf6288e7.js"></script>
+<script src="/assets/js/runtime~main.4285ef54.js"></script>
 <script src="/assets/js/main.0a4d822c.js"></script>
 </body>
 </html>
\ No newline at end of file
diff --git a/docs/security/index.html b/docs/security/index.html
index 9c64755..1f72690 100644
--- a/docs/security/index.html
+++ b/docs/security/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.686b4caa.css">
-<link rel="preload" href="/assets/js/runtime~main.bf6288e7.js" as="script">
+<link rel="preload" href="/assets/js/runtime~main.4285ef54.js" as="script">
 <link rel="preload" href="/assets/js/main.0a4d822c.js" as="script">
 </head>
 <body class="navigation-with-keyboard">
@@ -144,7 +144,7 @@
           <!-- 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.bf6288e7.js"></script>
+<script src="/assets/js/runtime~main.4285ef54.js"></script>
 <script src="/assets/js/main.0a4d822c.js"></script>
 </body>
 </html>
\ No newline at end of file
diff --git a/index.html b/index.html
index 28ac40b..41f4faa 100644
--- a/index.html
+++ b/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.686b4caa.css">
-<link rel="preload" href="/assets/js/runtime~main.bf6288e7.js" as="script">
+<link rel="preload" href="/assets/js/runtime~main.4285ef54.js" as="script">
 <link rel="preload" href="/assets/js/main.0a4d822c.js" as="script">
 </head>
 <body class="navigation-with-keyboard">
@@ -45,7 +45,7 @@
           <!-- 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.bf6288e7.js"></script>
+<script src="/assets/js/runtime~main.4285ef54.js"></script>
 <script src="/assets/js/main.0a4d822c.js"></script>
 </body>
 </html>
\ No newline at end of file
diff --git a/markdown-page/index.html b/markdown-page/index.html
index 4d6e6ae..eb06d2c 100644
--- a/markdown-page/index.html
+++ b/markdown-page/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.686b4caa.css">
-<link rel="preload" href="/assets/js/runtime~main.bf6288e7.js" as="script">
+<link rel="preload" href="/assets/js/runtime~main.4285ef54.js" as="script">
 <link rel="preload" href="/assets/js/main.0a4d822c.js" as="script">
 </head>
 <body class="navigation-with-keyboard">
@@ -45,7 +45,7 @@
           <!-- 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.bf6288e7.js"></script>
+<script src="/assets/js/runtime~main.4285ef54.js"></script>
 <script src="/assets/js/main.0a4d822c.js"></script>
 </body>
 </html>
\ No newline at end of file
diff --git a/search/index.html b/search/index.html
index e608ec4..1437d1e 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.686b4caa.css">
-<link rel="preload" href="/assets/js/runtime~main.bf6288e7.js" as="script">
+<link rel="preload" href="/assets/js/runtime~main.4285ef54.js" as="script">
 <link rel="preload" href="/assets/js/main.0a4d822c.js" as="script">
 </head>
 <body class="navigation-with-keyboard">
@@ -45,7 +45,7 @@
           <!-- 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.bf6288e7.js"></script>
+<script src="/assets/js/runtime~main.4285ef54.js"></script>
 <script src="/assets/js/main.0a4d822c.js"></script>
 </body>
 </html>
\ No newline at end of file