deploying docs: docs: fix links (#26606) (apache/superset@2e17a9e94fbe8c22a90fc988704131c51f2331ed)
diff --git a/404.html b/404.html
index 45b8a6e..2a9352b 100644
--- a/404.html
+++ b/404.html
@@ -18,8 +18,8 @@
<script src="/script/matomo.js"></script>
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-<link rel="preload" href="/assets/js/runtime~main.c16720db.js" as="script">
-<link rel="preload" href="/assets/js/main.f3802c3e.js" as="script">
+<link rel="preload" href="/assets/js/runtime~main.5d93ee42.js" as="script">
+<link rel="preload" href="/assets/js/main.ce18e882.js" as="script">
</head>
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@@ -35,7 +35,7 @@
<img class="footer__divider" src="/img/community/line.png" alt="Divider">
<p>
<small>
- <a href="https://superset.apache.org/docs/security/" target="_blank" rel="noreferrer">Security</a> |
+ <a href="/docs/security/" target="_blank" rel="noreferrer">Security</a> |
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<a href="https://www.apache.org/foundation/thanks.html" target="_blank" rel="noreferrer">Thanks</a> |
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@@ -45,7 +45,7 @@
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+<script src="/assets/js/main.ce18e882.js"></script>
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diff --git a/assets/js/18cf5ace.91f40362.js b/assets/js/18cf5ace.91f40362.js
new file mode 100644
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@@ -0,0 +1 @@
+"use strict";(self.webpackChunkdocs_v_2=self.webpackChunkdocs_v_2||[]).push([[4343],{90362:(e,t,n)=>{n.r(t),n.d(t,{assets:()=>s,contentTitle:()=>l,default:()=>m,frontMatter:()=>i,metadata:()=>o,toc:()=>p});var a=n(83117),r=(n(67294),n(3905));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/tree/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:t,...n}=e;return(0,r.kt)(c,(0,a.Z)({},u,n,{components:t,mdxType:"MDXLayout"}),(0,r.kt)("h2",{id:"sql-templating"},"SQL Templating"),(0,r.kt)("h3",{id:"jinja-templates"},"Jinja Templates"),(0,r.kt)("p",null,"SQL Lab and Explore supports ",(0,r.kt)("a",{parentName:"p",href:"https://jinja.palletsprojects.com/en/2.11.x/"},"Jinja templating")," in queries.\nTo enable templating, the ",(0,r.kt)("inlineCode",{parentName:"p"},"ENABLE_TEMPLATE_PROCESSING")," ",(0,r.kt)("a",{parentName:"p",href:"/docs/installation/configuring-superset#feature-flags"},"feature flag")," needs to be enabled in\n",(0,r.kt)("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.kt)("ul",null,(0,r.kt)("li",{parentName:"ul"},(0,r.kt)("inlineCode",{parentName:"li"},"columns"),": columns which to group by in the query"),(0,r.kt)("li",{parentName:"ul"},(0,r.kt)("inlineCode",{parentName:"li"},"filter"),": filters applied in the query"),(0,r.kt)("li",{parentName:"ul"},(0,r.kt)("inlineCode",{parentName:"li"},"from_dttm"),": start ",(0,r.kt)("inlineCode",{parentName:"li"},"datetime")," value from the selected time range (",(0,r.kt)("inlineCode",{parentName:"li"},"None")," if undefined)"),(0,r.kt)("li",{parentName:"ul"},(0,r.kt)("inlineCode",{parentName:"li"},"to_dttm"),": end ",(0,r.kt)("inlineCode",{parentName:"li"},"datetime")," value from the selected time range (",(0,r.kt)("inlineCode",{parentName:"li"},"None")," if undefined)"),(0,r.kt)("li",{parentName:"ul"},(0,r.kt)("inlineCode",{parentName:"li"},"groupby"),": columns which to group by in the query (deprecated)"),(0,r.kt)("li",{parentName:"ul"},(0,r.kt)("inlineCode",{parentName:"li"},"metrics"),": aggregate expressions in the query"),(0,r.kt)("li",{parentName:"ul"},(0,r.kt)("inlineCode",{parentName:"li"},"row_limit"),": row limit of the query"),(0,r.kt)("li",{parentName:"ul"},(0,r.kt)("inlineCode",{parentName:"li"},"row_offset"),": row offset of the query"),(0,r.kt)("li",{parentName:"ul"},(0,r.kt)("inlineCode",{parentName:"li"},"table_columns"),": columns available in the dataset"),(0,r.kt)("li",{parentName:"ul"},(0,r.kt)("inlineCode",{parentName:"li"},"time_column"),": temporal column of the query (",(0,r.kt)("inlineCode",{parentName:"li"},"None")," if undefined)"),(0,r.kt)("li",{parentName:"ul"},(0,r.kt)("inlineCode",{parentName:"li"},"time_grain"),": selected time grain (",(0,r.kt)("inlineCode",{parentName:"li"},"None")," if undefined)")),(0,r.kt)("p",null,"For example, to add a time range to a virtual dataset, you can write the following:"),(0,r.kt)("pre",null,(0,r.kt)("code",{parentName:"pre",className:"language-sql"},"SELECT *\nFROM tbl\nWHERE dttm_col > '{{ from_dttm }}' and dttm_col < '{{ to_dttm }}'\n")),(0,r.kt)("p",null,"You can also use ",(0,r.kt)("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.kt)("pre",null,(0,r.kt)("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.kt)("p",null,"Note how the Jinja parameters are called within double brackets in the query, and without in the\nlogic blocks."),(0,r.kt)("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.kt)("inlineCode",{parentName:"p"},"JINJA_CONTEXT_ADDONS")," in your superset configuration\n(",(0,r.kt)("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.kt)("pre",null,(0,r.kt)("code",{parentName:"pre",className:"language-python"},"JINJA_CONTEXT_ADDONS = {\n 'my_crazy_macro': lambda x: x*2,\n}\n")),(0,r.kt)("p",null,"Default values for jinja templates can be specified via ",(0,r.kt)("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.kt)("pre",null,(0,r.kt)("code",{parentName:"pre",className:"language-json"},'{\n "my_table": "foo"\n}\n')),(0,r.kt)("p",null,"The parameters become available in your SQL (example: ",(0,r.kt)("inlineCode",{parentName:"p"},"SELECT * FROM {{ my_table }}")," ) by using Jinja templating syntax.\nSQL Lab template parameters are stored with the dataset as ",(0,r.kt)("inlineCode",{parentName:"p"},"TEMPLATE PARAMETERS"),"."),(0,r.kt)("p",null,"There is a special ",(0,r.kt)("inlineCode",{parentName:"p"},"_filters")," parameter which can be used to test filters used in the jinja template."),(0,r.kt)("pre",null,(0,r.kt)("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.kt)("pre",null,(0,r.kt)("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.kt)("p",null,"Note ",(0,r.kt)("inlineCode",{parentName:"p"},"_filters")," is not stored with the dataset. It's only used within the SQL Lab UI."),(0,r.kt)("p",null,"Besides default Jinja templating, SQL lab also supports self-defined template processor by setting\nthe ",(0,r.kt)("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.kt)("inlineCode",{parentName:"p"},"$")," style macro instead of ",(0,r.kt)("inlineCode",{parentName:"p"},"{{ }}")," style in Jinja\ntemplating."),(0,r.kt)("p",null,"By configuring it with ",(0,r.kt)("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.kt)("pre",null,(0,r.kt)("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.kt)("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.kt)("pre",null,(0,r.kt)("code",{parentName:"pre",className:"language-python"},"FEATURE_FLAGS = {\n 'SQL_VALIDATORS_BY_ENGINE': {\n 'presto': 'PrestoDBSQLValidator',\n }\n}\n")),(0,r.kt)("p",null,"The available validators and names can be found in\n",(0,r.kt)("a",{parentName:"p",href:"https://github.com/apache/superset/tree/master/superset/sql_validators"},"sql_validators"),"."),(0,r.kt)("h3",{id:"available-macros"},"Available Macros"),(0,r.kt)("p",null,"In this section, we'll walkthrough the pre-defined Jinja macros in Superset."),(0,r.kt)("p",null,(0,r.kt)("strong",{parentName:"p"},"Current Username")),(0,r.kt)("p",null,"The ",(0,r.kt)("inlineCode",{parentName:"p"},"{{ current_username() }}")," macro returns the username of the currently logged in user."),(0,r.kt)("p",null,"If you have caching enabled in your Superset configuration, then by default the ",(0,r.kt)("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.kt)("p",null,"You can disable the inclusion of the ",(0,r.kt)("inlineCode",{parentName:"p"},"username")," value in the calculation of the\ncache key by adding the following parameter to your Jinja code:"),(0,r.kt)("pre",null,(0,r.kt)("code",{parentName:"pre"},"{{ current_username(add_to_cache_keys=False) }}\n")),(0,r.kt)("p",null,(0,r.kt)("strong",{parentName:"p"},"Current User ID")),(0,r.kt)("p",null,"The ",(0,r.kt)("inlineCode",{parentName:"p"},"{{ current_user_id() }}")," macro returns the user_id of the currently logged in user."),(0,r.kt)("p",null,"If you have caching enabled in your Superset configuration, then by default the ",(0,r.kt)("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.kt)("p",null,"You can disable the inclusion of the ",(0,r.kt)("inlineCode",{parentName:"p"},"user_id")," value in the calculation of the\ncache key by adding the following parameter to your Jinja code:"),(0,r.kt)("pre",null,(0,r.kt)("code",{parentName:"pre"},"{{ current_user_id(add_to_cache_keys=False) }}\n")),(0,r.kt)("p",null,(0,r.kt)("strong",{parentName:"p"},"Custom URL Parameters")),(0,r.kt)("p",null,"The ",(0,r.kt)("inlineCode",{parentName:"p"},"{{ url_param('custom_variable') }}")," macro lets you define arbitrary URL\nparameters and reference them in your SQL code."),(0,r.kt)("p",null,"Here's a concrete example:"),(0,r.kt)("ul",null,(0,r.kt)("li",{parentName:"ul"},(0,r.kt)("p",{parentName:"li"},"You write the following query in SQL Lab:"),(0,r.kt)("pre",{parentName:"li"},(0,r.kt)("code",{parentName:"pre",className:"language-sql"},"SELECT count(*)\nFROM ORDERS\nWHERE country_code = '{{ url_param('countrycode') }}'\n"))),(0,r.kt)("li",{parentName:"ul"},(0,r.kt)("p",{parentName:"li"},"You're hosting Superset at the domain ",(0,r.kt)("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.kt)("inlineCode",{parentName:"p"},"www.example.com/superset/sqllab?countrycode=ES"),"\nand your coworker in the USA the following SQL Lab URL ",(0,r.kt)("inlineCode",{parentName:"p"},"www.example.com/superset/sqllab?countrycode=US"))),(0,r.kt)("li",{parentName:"ul"},(0,r.kt)("p",{parentName:"li"},"For your coworker in Spain, the SQL Lab query will be rendered as:"),(0,r.kt)("pre",{parentName:"li"},(0,r.kt)("code",{parentName:"pre",className:"language-sql"},"SELECT count(*)\nFROM ORDERS\nWHERE country_code = 'ES'\n"))),(0,r.kt)("li",{parentName:"ul"},(0,r.kt)("p",{parentName:"li"},"For your coworker in the USA, the SQL Lab query will be rendered as:"),(0,r.kt)("pre",{parentName:"li"},(0,r.kt)("code",{parentName:"pre",className:"language-sql"},"SELECT count(*)\nFROM ORDERS\nWHERE country_code = 'US'\n")))),(0,r.kt)("p",null,(0,r.kt)("strong",{parentName:"p"},"Explicitly Including Values in Cache Key")),(0,r.kt)("p",null,"The ",(0,r.kt)("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.kt)("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.kt)("a",{parentName:"p",href:"https://github.com/apache/superset/blob/efd70077014cbed62e493372d33a2af5237eaadf/superset/jinja_context.py#L133-L148"},"here"),"."),(0,r.kt)("p",null,"Note that this function powers the caching of the ",(0,r.kt)("inlineCode",{parentName:"p"},"user_id")," and ",(0,r.kt)("inlineCode",{parentName:"p"},"username")," values\nin the ",(0,r.kt)("inlineCode",{parentName:"p"},"current_user_id()")," and ",(0,r.kt)("inlineCode",{parentName:"p"},"current_username()")," function calls (if you have caching enabled)."),(0,r.kt)("p",null,(0,r.kt)("strong",{parentName:"p"},"Filter Values")),(0,r.kt)("p",null,"You can retrieve the value for a specific filter as a list using ",(0,r.kt)("inlineCode",{parentName:"p"},"{{ filter_values() }}"),"."),(0,r.kt)("p",null,"This is useful if:"),(0,r.kt)("ul",null,(0,r.kt)("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.kt)("li",{parentName:"ul"},"You want to have the ability for filter inside the main query for performance purposes")),(0,r.kt)("p",null,"Here's a concrete example:"),(0,r.kt)("pre",null,(0,r.kt)("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.kt)("p",null,"There ",(0,r.kt)("inlineCode",{parentName:"p"},"where_in")," filter converts the list of values from ",(0,r.kt)("inlineCode",{parentName:"p"},"filter_values('action_type')")," into a string suitable for an ",(0,r.kt)("inlineCode",{parentName:"p"},"IN")," expression."),(0,r.kt)("p",null,(0,r.kt)("strong",{parentName:"p"},"Filters for a Specific Column")),(0,r.kt)("p",null,"The ",(0,r.kt)("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.kt)("inlineCode",{parentName:"p"},"filter_values()")," does), the ",(0,r.kt)("inlineCode",{parentName:"p"},"get_filters()")," macro\nreturns the operator specified in the Explore UI."),(0,r.kt)("p",null,"This is useful if:"),(0,r.kt)("ul",null,(0,r.kt)("li",{parentName:"ul"},"You want to handle more than the IN operator in your SQL clause"),(0,r.kt)("li",{parentName:"ul"},"You want to handle generating custom SQL conditions for a filter"),(0,r.kt)("li",{parentName:"ul"},"You want to have the ability to filter inside the main query for speed purposes")),(0,r.kt)("p",null,"Here's a concrete example:"),(0,r.kt)("pre",null,(0,r.kt)("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.kt)("p",null,(0,r.kt)("strong",{parentName:"p"},"Datasets")),(0,r.kt)("p",null,"It's possible to query physical and virtual datasets using the ",(0,r.kt)("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.kt)("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.kt)("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.kt)("p",null,"Once you have the ID you can query it as if it were a table:"),(0,r.kt)("pre",null,(0,r.kt)("code",{parentName:"pre"},"SELECT * FROM {{ dataset(42) }} LIMIT 10\n")),(0,r.kt)("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.kt)("pre",null,(0,r.kt)("code",{parentName:"pre"},"SELECT * FROM {{ dataset(42, include_metrics=True) }} LIMIT 10\n")),(0,r.kt)("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.kt)("pre",null,(0,r.kt)("code",{parentName:"pre"},'SELECT * FROM {{ dataset(42, include_metrics=True, columns=["ds", "category"]) }} LIMIT 10\n')))}m.isMDXComponent=!0},3905:(e,t,n)=>{n.d(t,{Zo:()=>u,kt:()=>f});var a=n(67294);function r(e,t,n){return t in e?Object.defineProperty(e,t,{value:n,enumerable:!0,configurable:!0,writable:!0}):e[t]=n,e}function i(e,t){var n=Object.keys(e);if(Object.getOwnPropertySymbols){var a=Object.getOwnPropertySymbols(e);t&&(a=a.filter((function(t){return Object.getOwnPropertyDescriptor(e,t).enumerable}))),n.push.apply(n,a)}return n}function l(e){for(var t=1;t<arguments.length;t++){var n=null!=arguments[t]?arguments[t]:{};t%2?i(Object(n),!0).forEach((function(t){r(e,t,n[t])})):Object.getOwnPropertyDescriptors?Object.defineProperties(e,Object.getOwnPropertyDescriptors(n)):i(Object(n)).forEach((function(t){Object.defineProperty(e,t,Object.getOwnPropertyDescriptor(n,t))}))}return e}function o(e,t){if(null==e)return{};var n,a,r=function(e,t){if(null==e)return{};var n,a,r={},i=Object.keys(e);for(a=0;a<i.length;a++)n=i[a],t.indexOf(n)>=0||(r[n]=e[n]);return r}(e,t);if(Object.getOwnPropertySymbols){var i=Object.getOwnPropertySymbols(e);for(a=0;a<i.length;a++)n=i[a],t.indexOf(n)>=0||Object.prototype.propertyIsEnumerable.call(e,n)&&(r[n]=e[n])}return r}var s=a.createContext({}),p=function(e){var t=a.useContext(s),n=t;return e&&(n="function"==typeof e?e(t):l(l({},t),e)),n},u=function(e){var t=p(e.components);return a.createElement(s.Provider,{value:t},e.children)},c="mdxType",m={inlineCode:"code",wrapper:function(e){var t=e.children;return a.createElement(a.Fragment,{},t)}},d=a.forwardRef((function(e,t){var n=e.components,r=e.mdxType,i=e.originalType,s=e.parentName,u=o(e,["components","mdxType","originalType","parentName"]),c=p(n),d=r,f=c["".concat(s,".").concat(d)]||c[d]||m[d]||i;return n?a.createElement(f,l(l({ref:t},u),{},{components:n})):a.createElement(f,l({ref:t},u))}));function f(e,t){var n=arguments,r=t&&t.mdxType;if("string"==typeof e||r){var i=n.length,l=new Array(i);l[0]=d;var o={};for(var s in t)hasOwnProperty.call(t,s)&&(o[s]=t[s]);o.originalType=e,o[c]="string"==typeof e?e:r,l[1]=o;for(var p=2;p<i;p++)l[p]=n[p];return a.createElement.apply(null,l)}return a.createElement.apply(null,n)}d.displayName="MDXCreateElement"}}]);
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@@ -1 +0,0 @@
-"use strict";(self.webpackChunkdocs_v_2=self.webpackChunkdocs_v_2||[]).push([[4343],{90362:(e,t,n)=>{n.r(t),n.d(t,{assets:()=>s,contentTitle:()=>l,default:()=>m,frontMatter:()=>i,metadata:()=>o,toc:()=>p});var a=n(83117),r=(n(67294),n(3905));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/tree/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:t,...n}=e;return(0,r.kt)(c,(0,a.Z)({},u,n,{components:t,mdxType:"MDXLayout"}),(0,r.kt)("h2",{id:"sql-templating"},"SQL Templating"),(0,r.kt)("h3",{id:"jinja-templates"},"Jinja Templates"),(0,r.kt)("p",null,"SQL Lab and Explore supports ",(0,r.kt)("a",{parentName:"p",href:"https://jinja.palletsprojects.com/en/2.11.x/"},"Jinja templating")," in queries.\nTo enable templating, the ",(0,r.kt)("inlineCode",{parentName:"p"},"ENABLE_TEMPLATE_PROCESSING")," ",(0,r.kt)("a",{parentName:"p",href:"https://superset.apache.org/docs/installation/configuring-superset#feature-flags"},"feature flag")," needs to be enabled in\n",(0,r.kt)("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.kt)("ul",null,(0,r.kt)("li",{parentName:"ul"},(0,r.kt)("inlineCode",{parentName:"li"},"columns"),": columns which to group by in the query"),(0,r.kt)("li",{parentName:"ul"},(0,r.kt)("inlineCode",{parentName:"li"},"filter"),": filters applied in the query"),(0,r.kt)("li",{parentName:"ul"},(0,r.kt)("inlineCode",{parentName:"li"},"from_dttm"),": start ",(0,r.kt)("inlineCode",{parentName:"li"},"datetime")," value from the selected time range (",(0,r.kt)("inlineCode",{parentName:"li"},"None")," if undefined)"),(0,r.kt)("li",{parentName:"ul"},(0,r.kt)("inlineCode",{parentName:"li"},"to_dttm"),": end ",(0,r.kt)("inlineCode",{parentName:"li"},"datetime")," value from the selected time range (",(0,r.kt)("inlineCode",{parentName:"li"},"None")," if undefined)"),(0,r.kt)("li",{parentName:"ul"},(0,r.kt)("inlineCode",{parentName:"li"},"groupby"),": columns which to group by in the query (deprecated)"),(0,r.kt)("li",{parentName:"ul"},(0,r.kt)("inlineCode",{parentName:"li"},"metrics"),": aggregate expressions in the query"),(0,r.kt)("li",{parentName:"ul"},(0,r.kt)("inlineCode",{parentName:"li"},"row_limit"),": row limit of the query"),(0,r.kt)("li",{parentName:"ul"},(0,r.kt)("inlineCode",{parentName:"li"},"row_offset"),": row offset of the query"),(0,r.kt)("li",{parentName:"ul"},(0,r.kt)("inlineCode",{parentName:"li"},"table_columns"),": columns available in the dataset"),(0,r.kt)("li",{parentName:"ul"},(0,r.kt)("inlineCode",{parentName:"li"},"time_column"),": temporal column of the query (",(0,r.kt)("inlineCode",{parentName:"li"},"None")," if undefined)"),(0,r.kt)("li",{parentName:"ul"},(0,r.kt)("inlineCode",{parentName:"li"},"time_grain"),": selected time grain (",(0,r.kt)("inlineCode",{parentName:"li"},"None")," if undefined)")),(0,r.kt)("p",null,"For example, to add a time range to a virtual dataset, you can write the following:"),(0,r.kt)("pre",null,(0,r.kt)("code",{parentName:"pre",className:"language-sql"},"SELECT *\nFROM tbl\nWHERE dttm_col > '{{ from_dttm }}' and dttm_col < '{{ to_dttm }}'\n")),(0,r.kt)("p",null,"You can also use ",(0,r.kt)("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.kt)("pre",null,(0,r.kt)("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.kt)("p",null,"Note how the Jinja parameters are called within double brackets in the query, and without in the\nlogic blocks."),(0,r.kt)("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.kt)("inlineCode",{parentName:"p"},"JINJA_CONTEXT_ADDONS")," in your superset configuration\n(",(0,r.kt)("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.kt)("pre",null,(0,r.kt)("code",{parentName:"pre",className:"language-python"},"JINJA_CONTEXT_ADDONS = {\n 'my_crazy_macro': lambda x: x*2,\n}\n")),(0,r.kt)("p",null,"Default values for jinja templates can be specified via ",(0,r.kt)("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.kt)("pre",null,(0,r.kt)("code",{parentName:"pre",className:"language-json"},'{\n "my_table": "foo"\n}\n')),(0,r.kt)("p",null,"The parameters become available in your SQL (example: ",(0,r.kt)("inlineCode",{parentName:"p"},"SELECT * FROM {{ my_table }}")," ) by using Jinja templating syntax.\nSQL Lab template parameters are stored with the dataset as ",(0,r.kt)("inlineCode",{parentName:"p"},"TEMPLATE PARAMETERS"),"."),(0,r.kt)("p",null,"There is a special ",(0,r.kt)("inlineCode",{parentName:"p"},"_filters")," parameter which can be used to test filters used in the jinja template."),(0,r.kt)("pre",null,(0,r.kt)("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.kt)("pre",null,(0,r.kt)("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.kt)("p",null,"Note ",(0,r.kt)("inlineCode",{parentName:"p"},"_filters")," is not stored with the dataset. It's only used within the SQL Lab UI."),(0,r.kt)("p",null,"Besides default Jinja templating, SQL lab also supports self-defined template processor by setting\nthe ",(0,r.kt)("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.kt)("inlineCode",{parentName:"p"},"$")," style macro instead of ",(0,r.kt)("inlineCode",{parentName:"p"},"{{ }}")," style in Jinja\ntemplating."),(0,r.kt)("p",null,"By configuring it with ",(0,r.kt)("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.kt)("pre",null,(0,r.kt)("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.kt)("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.kt)("pre",null,(0,r.kt)("code",{parentName:"pre",className:"language-python"},"FEATURE_FLAGS = {\n 'SQL_VALIDATORS_BY_ENGINE': {\n 'presto': 'PrestoDBSQLValidator',\n }\n}\n")),(0,r.kt)("p",null,"The available validators and names can be found in\n",(0,r.kt)("a",{parentName:"p",href:"https://github.com/apache/superset/tree/master/superset/sql_validators"},"sql_validators"),"."),(0,r.kt)("h3",{id:"available-macros"},"Available Macros"),(0,r.kt)("p",null,"In this section, we'll walkthrough the pre-defined Jinja macros in Superset."),(0,r.kt)("p",null,(0,r.kt)("strong",{parentName:"p"},"Current Username")),(0,r.kt)("p",null,"The ",(0,r.kt)("inlineCode",{parentName:"p"},"{{ current_username() }}")," macro returns the username of the currently logged in user."),(0,r.kt)("p",null,"If you have caching enabled in your Superset configuration, then by default the ",(0,r.kt)("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.kt)("p",null,"You can disable the inclusion of the ",(0,r.kt)("inlineCode",{parentName:"p"},"username")," value in the calculation of the\ncache key by adding the following parameter to your Jinja code:"),(0,r.kt)("pre",null,(0,r.kt)("code",{parentName:"pre"},"{{ current_username(add_to_cache_keys=False) }}\n")),(0,r.kt)("p",null,(0,r.kt)("strong",{parentName:"p"},"Current User ID")),(0,r.kt)("p",null,"The ",(0,r.kt)("inlineCode",{parentName:"p"},"{{ current_user_id() }}")," macro returns the user_id of the currently logged in user."),(0,r.kt)("p",null,"If you have caching enabled in your Superset configuration, then by default the ",(0,r.kt)("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.kt)("p",null,"You can disable the inclusion of the ",(0,r.kt)("inlineCode",{parentName:"p"},"user_id")," value in the calculation of the\ncache key by adding the following parameter to your Jinja code:"),(0,r.kt)("pre",null,(0,r.kt)("code",{parentName:"pre"},"{{ current_user_id(add_to_cache_keys=False) }}\n")),(0,r.kt)("p",null,(0,r.kt)("strong",{parentName:"p"},"Custom URL Parameters")),(0,r.kt)("p",null,"The ",(0,r.kt)("inlineCode",{parentName:"p"},"{{ url_param('custom_variable') }}")," macro lets you define arbitrary URL\nparameters and reference them in your SQL code."),(0,r.kt)("p",null,"Here's a concrete example:"),(0,r.kt)("ul",null,(0,r.kt)("li",{parentName:"ul"},(0,r.kt)("p",{parentName:"li"},"You write the following query in SQL Lab:"),(0,r.kt)("pre",{parentName:"li"},(0,r.kt)("code",{parentName:"pre",className:"language-sql"},"SELECT count(*)\nFROM ORDERS\nWHERE country_code = '{{ url_param('countrycode') }}'\n"))),(0,r.kt)("li",{parentName:"ul"},(0,r.kt)("p",{parentName:"li"},"You're hosting Superset at the domain ",(0,r.kt)("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.kt)("inlineCode",{parentName:"p"},"www.example.com/superset/sqllab?countrycode=ES"),"\nand your coworker in the USA the following SQL Lab URL ",(0,r.kt)("inlineCode",{parentName:"p"},"www.example.com/superset/sqllab?countrycode=US"))),(0,r.kt)("li",{parentName:"ul"},(0,r.kt)("p",{parentName:"li"},"For your coworker in Spain, the SQL Lab query will be rendered as:"),(0,r.kt)("pre",{parentName:"li"},(0,r.kt)("code",{parentName:"pre",className:"language-sql"},"SELECT count(*)\nFROM ORDERS\nWHERE country_code = 'ES'\n"))),(0,r.kt)("li",{parentName:"ul"},(0,r.kt)("p",{parentName:"li"},"For your coworker in the USA, the SQL Lab query will be rendered as:"),(0,r.kt)("pre",{parentName:"li"},(0,r.kt)("code",{parentName:"pre",className:"language-sql"},"SELECT count(*)\nFROM ORDERS\nWHERE country_code = 'US'\n")))),(0,r.kt)("p",null,(0,r.kt)("strong",{parentName:"p"},"Explicitly Including Values in Cache Key")),(0,r.kt)("p",null,"The ",(0,r.kt)("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.kt)("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.kt)("a",{parentName:"p",href:"https://github.com/apache/superset/blob/efd70077014cbed62e493372d33a2af5237eaadf/superset/jinja_context.py#L133-L148"},"here"),"."),(0,r.kt)("p",null,"Note that this function powers the caching of the ",(0,r.kt)("inlineCode",{parentName:"p"},"user_id")," and ",(0,r.kt)("inlineCode",{parentName:"p"},"username")," values\nin the ",(0,r.kt)("inlineCode",{parentName:"p"},"current_user_id()")," and ",(0,r.kt)("inlineCode",{parentName:"p"},"current_username()")," function calls (if you have caching enabled)."),(0,r.kt)("p",null,(0,r.kt)("strong",{parentName:"p"},"Filter Values")),(0,r.kt)("p",null,"You can retrieve the value for a specific filter as a list using ",(0,r.kt)("inlineCode",{parentName:"p"},"{{ filter_values() }}"),"."),(0,r.kt)("p",null,"This is useful if:"),(0,r.kt)("ul",null,(0,r.kt)("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.kt)("li",{parentName:"ul"},"You want to have the ability for filter inside the main query for performance purposes")),(0,r.kt)("p",null,"Here's a concrete example:"),(0,r.kt)("pre",null,(0,r.kt)("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.kt)("p",null,"There ",(0,r.kt)("inlineCode",{parentName:"p"},"where_in")," filter converts the list of values from ",(0,r.kt)("inlineCode",{parentName:"p"},"filter_values('action_type')")," into a string suitable for an ",(0,r.kt)("inlineCode",{parentName:"p"},"IN")," expression."),(0,r.kt)("p",null,(0,r.kt)("strong",{parentName:"p"},"Filters for a Specific Column")),(0,r.kt)("p",null,"The ",(0,r.kt)("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.kt)("inlineCode",{parentName:"p"},"filter_values()")," does), the ",(0,r.kt)("inlineCode",{parentName:"p"},"get_filters()")," macro\nreturns the operator specified in the Explore UI."),(0,r.kt)("p",null,"This is useful if:"),(0,r.kt)("ul",null,(0,r.kt)("li",{parentName:"ul"},"You want to handle more than the IN operator in your SQL clause"),(0,r.kt)("li",{parentName:"ul"},"You want to handle generating custom SQL conditions for a filter"),(0,r.kt)("li",{parentName:"ul"},"You want to have the ability to filter inside the main query for speed purposes")),(0,r.kt)("p",null,"Here's a concrete example:"),(0,r.kt)("pre",null,(0,r.kt)("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.kt)("p",null,(0,r.kt)("strong",{parentName:"p"},"Datasets")),(0,r.kt)("p",null,"It's possible to query physical and virtual datasets using the ",(0,r.kt)("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.kt)("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.kt)("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.kt)("p",null,"Once you have the ID you can query it as if it were a table:"),(0,r.kt)("pre",null,(0,r.kt)("code",{parentName:"pre"},"SELECT * FROM {{ dataset(42) }} LIMIT 10\n")),(0,r.kt)("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.kt)("pre",null,(0,r.kt)("code",{parentName:"pre"},"SELECT * FROM {{ dataset(42, include_metrics=True) }} LIMIT 10\n")),(0,r.kt)("p",null,"Since metrics are aggregations, the resulting SQL expression will be grouped by all non-metric columns. 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diff --git a/assets/js/1c734f75.1a3d15a6.js b/assets/js/1c734f75.9f4098cc.js
similarity index 62%
rename from assets/js/1c734f75.1a3d15a6.js
rename to assets/js/1c734f75.9f4098cc.js
index 633d3ff..c4516a5 100644
--- a/assets/js/1c734f75.1a3d15a6.js
+++ b/assets/js/1c734f75.9f4098cc.js
@@ -1 +1 @@
-"use strict";(self.webpackChunkdocs_v_2=self.webpackChunkdocs_v_2||[]).push([[4281],{62571:(e,t,n)=>{n.r(t),n.d(t,{assets:()=>l,contentTitle:()=>i,default:()=>u,frontMatter:()=>a,metadata:()=>s,toc:()=>d});var r=n(83117),o=(n(67294),n(3905));const a={title:"Adding New Drivers in Docker",hide_title:!0,sidebar_position:2,version:1},i=void 0,s={unversionedId:"databases/docker-add-drivers",id:"databases/docker-add-drivers",title:"Adding New Drivers in Docker",description:"Adding New Database Drivers in Docker",source:"@site/docs/databases/docker-add-drivers.mdx",sourceDirName:"databases",slug:"/databases/docker-add-drivers",permalink:"/docs/databases/docker-add-drivers",draft:!1,editUrl:"https://github.com/apache/superset/tree/master/docs/docs/databases/docker-add-drivers.mdx",tags:[],version:"current",sidebarPosition:2,frontMatter:{title:"Adding New Drivers in Docker",hide_title:!0,sidebar_position:2,version:1},sidebar:"tutorialSidebar",previous:{title:"Installing Database Drivers",permalink:"/docs/databases/installing-database-drivers"},next:{title:"Using Database Connection UI",permalink:"/docs/databases/db-connection-ui"}},l={},d=[{value:"Adding New Database Drivers in Docker",id:"adding-new-database-drivers-in-docker",level:2},{value:"1. 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Launch Superset with ",(0,o.kt)("inlineCode",{parentName:"p"},"docker compose -f docker-compose-non-dev.yml up")," and the driver should be present."),(0,o.kt)("p",null,"You can check its presence by entering the running container with ",(0,o.kt)("inlineCode",{parentName:"p"},"docker exec -it <container_name> bash")," and running ",(0,o.kt)("inlineCode",{parentName:"p"},"pip freeze"),". The PyPI package should be present in the printed list."),(0,o.kt)("p",null,(0,o.kt)("strong",{parentName:"p"},"If you're running a customized docker image"),", rebuild your local image with the new driver baked in:"),(0,o.kt)("pre",null,(0,o.kt)("code",{parentName:"pre"},"docker compose build --force-rm\n")),(0,o.kt)("p",null,"After the rebuild of the Docker images is complete, relaunch Superset by running ",(0,o.kt)("inlineCode",{parentName:"p"},"docker compose up"),"."),(0,o.kt)("h3",{id:"3-connect-to-mysql"},"3. Connect to MySQL"),(0,o.kt)("p",null,"Now that you've got a MySQL driver installed in your container, you should be able to connect to your database via the Superset web UI."),(0,o.kt)("p",null,"As an admin user, go to Settings -> Data: Database Connections and click the +DATABASE button. From there, follow the steps on the ",(0,o.kt)("a",{parentName:"p",href:"https://superset.apache.org/docs/databases/db-connection-ui"},"Using Database Connection UI page"),"."),(0,o.kt)("p",null,"Consult the page for your specific database type in the Superset documentation to determine the connection string and any other parameters you need to input. 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+"use strict";(self.webpackChunkdocs_v_2=self.webpackChunkdocs_v_2||[]).push([[4281],{62571:(e,t,n)=>{n.r(t),n.d(t,{assets:()=>l,contentTitle:()=>i,default:()=>u,frontMatter:()=>a,metadata:()=>s,toc:()=>d});var r=n(83117),o=(n(67294),n(3905));const a={title:"Adding New Drivers in Docker",hide_title:!0,sidebar_position:2,version:1},i=void 0,s={unversionedId:"databases/docker-add-drivers",id:"databases/docker-add-drivers",title:"Adding New Drivers in Docker",description:"Adding New Database Drivers in Docker",source:"@site/docs/databases/docker-add-drivers.mdx",sourceDirName:"databases",slug:"/databases/docker-add-drivers",permalink:"/docs/databases/docker-add-drivers",draft:!1,editUrl:"https://github.com/apache/superset/tree/master/docs/docs/databases/docker-add-drivers.mdx",tags:[],version:"current",sidebarPosition:2,frontMatter:{title:"Adding New Drivers in Docker",hide_title:!0,sidebar_position:2,version:1},sidebar:"tutorialSidebar",previous:{title:"Installing Database Drivers",permalink:"/docs/databases/installing-database-drivers"},next:{title:"Using Database Connection UI",permalink:"/docs/databases/db-connection-ui"}},l={},d=[{value:"Adding New Database Drivers in Docker",id:"adding-new-database-drivers-in-docker",level:2},{value:"1. 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Determine the driver you need"),(0,o.kt)("p",null,"Consult the ",(0,o.kt)("a",{parentName:"p",href:"/docs/databases/installing-database-drivers"},"list of database drivers")," and find the PyPI package needed to connect to your database. In this example, we're connecting to a MySQL database, so we'll need the ",(0,o.kt)("inlineCode",{parentName:"p"},"mysqlclient")," connector library."),(0,o.kt)("h3",{id:"2-install-the-driver-in-the-container"},"2. Install the driver in the container"),(0,o.kt)("p",null,"We need to get the ",(0,o.kt)("inlineCode",{parentName:"p"},"mysqlclient")," library installed into the Superset docker container (it doesn't matter if it's installed on the host machine). 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Launch Superset with ",(0,o.kt)("inlineCode",{parentName:"p"},"docker compose -f docker-compose-non-dev.yml up")," and the driver should be present."),(0,o.kt)("p",null,"You can check its presence by entering the running container with ",(0,o.kt)("inlineCode",{parentName:"p"},"docker exec -it <container_name> bash")," and running ",(0,o.kt)("inlineCode",{parentName:"p"},"pip freeze"),". The PyPI package should be present in the printed list."),(0,o.kt)("p",null,(0,o.kt)("strong",{parentName:"p"},"If you're running a customized docker image"),", rebuild your local image with the new driver baked in:"),(0,o.kt)("pre",null,(0,o.kt)("code",{parentName:"pre"},"docker compose build --force-rm\n")),(0,o.kt)("p",null,"After the rebuild of the Docker images is complete, relaunch Superset by running ",(0,o.kt)("inlineCode",{parentName:"p"},"docker compose up"),"."),(0,o.kt)("h3",{id:"3-connect-to-mysql"},"3. Connect to MySQL"),(0,o.kt)("p",null,"Now that you've got a MySQL driver installed in your container, you should be able to connect to your database via the Superset web UI."),(0,o.kt)("p",null,"As an admin user, go to Settings -> Data: Database Connections and click the +DATABASE button. From there, follow the steps on the ",(0,o.kt)("a",{parentName:"p",href:"/docs/databases/db-connection-ui"},"Using Database Connection UI page"),"."),(0,o.kt)("p",null,"Consult the page for your specific database type in the Superset documentation to determine the connection string and any other parameters you need to input. 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diff --git a/assets/js/4cc2c078.da3d8a94.js b/assets/js/4cc2c078.da3d8a94.js
new file mode 100644
index 0000000..7f891af
--- /dev/null
+++ b/assets/js/4cc2c078.da3d8a94.js
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diff --git a/assets/js/507542a3.41c44bcd.js b/assets/js/507542a3.c0966ad3.js
similarity index 72%
rename from assets/js/507542a3.41c44bcd.js
rename to assets/js/507542a3.c0966ad3.js
index 1c8e081..ca0d11d 100644
--- a/assets/js/507542a3.41c44bcd.js
+++ b/assets/js/507542a3.c0966ad3.js
@@ -1 +1 @@
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In addition to this site, ",(0,r.kt)("a",{parentName:"p",href:"http://preset.io/"},"Preset.io")," maintains an updated set of end-user\ndocumentation at ",(0,r.kt)("a",{parentName:"p",href:"https://docs.preset.io/"},"docs.preset.io"),"."),(0,r.kt)("p",null,"This tutorial targets someone who wants to create charts and dashboards in Superset. We\u2019ll show you\nhow to connect Superset to a new database and configure a table in that database for analysis.\nYou\u2019ll also explore the data you\u2019ve exposed and add a visualization to a dashboard so that you get a\nfeel for the end-to-end user experience."),(0,r.kt)("h3",{id:"connecting-to-a-new-database"},"Connecting to a new database"),(0,r.kt)("p",null,"Superset itself doesn't have a storage layer to store your data but instead pairs with\nyour existing SQL-speaking database or data store."),(0,r.kt)("p",null,"First things first, we need to add the connection credentials to your database to be able\nto query and visualize data from it. If you're using Superset locally via\n",(0,r.kt)("a",{parentName:"p",href:"/docs/installation/installing-superset-using-docker-compose"},"Docker compose"),", you can\nskip this step because a Postgres database, named ",(0,r.kt)("strong",{parentName:"p"},"examples"),", is included and\npre-configured in Superset for you."),(0,r.kt)("p",null,"Under the ",(0,r.kt)("strong",{parentName:"p"},"+")," menu in the top right, select Data, and then the ",(0,r.kt)("em",{parentName:"p"},"Connect Database")," option:"),(0,r.kt)("img",{src:(0,o.Z)("/img/tutorial/tutorial_01_add_database_connection.png"),width:"600"})," "," ",(0,r.kt)("br",null),(0,r.kt)("br",null),(0,r.kt)("p",null,"Then select your database type in the resulting modal:"),(0,r.kt)("img",{src:(0,o.Z)("/img/tutorial/tutorial_02_select_database.png"),width:"600"})," "," ",(0,r.kt)("br",null),(0,r.kt)("br",null),(0,r.kt)("p",null,"Once you've selected a database, you can configure a number of advanced options in this window,\nor for the purposes of this walkthrough, you can click the link below all these fields:"),(0,r.kt)("img",{src:(0,o.Z)("/img/tutorial/tutorial_03a_database_connection_string_link.png"),width:"600"})," "," ",(0,r.kt)("br",null),(0,r.kt)("br",null),(0,r.kt)("p",null,"Once you've clicked that link you only need to specify two things (the database name and SQLAlchemy URI):"),(0,r.kt)("img",{src:(0,o.Z)("/img/tutorial/tutorial_03b_connection_string_details.png"),width:"600"})," "," ",(0,r.kt)("br",null),(0,r.kt)("br",null),(0,r.kt)("p",null,"As noted in the text below the form, you should refer to the SQLAlchemy documentation on\n",(0,r.kt)("a",{parentName:"p",href:"https://docs.sqlalchemy.org/en/12/core/engines.html#database-urls"},"creating new connection URIs"),"\nfor your target database."),(0,r.kt)("p",null,"Click the ",(0,r.kt)("strong",{parentName:"p"},"Test Connection")," button to confirm things work end to end. If the connection looks good, save the configuration\nby clicking the ",(0,r.kt)("strong",{parentName:"p"},"Connect")," button in the bottom right corner of the modal window:"),(0,r.kt)("p",null,"Congratulations, you've just added a new data source in Superset!"),(0,r.kt)("h3",{id:"registering-a-new-table"},"Registering a new table"),(0,r.kt)("p",null,"Now that you\u2019ve configured a data source, you can select specific tables (called ",(0,r.kt)("strong",{parentName:"p"},"Datasets")," in Superset)\nthat you want exposed in Superset for querying."),(0,r.kt)("p",null,"Navigate to ",(0,r.kt)("strong",{parentName:"p"},"Data \u2023 Datasets")," and select the ",(0,r.kt)("strong",{parentName:"p"},"+ Dataset")," button in the top right corner."),(0,r.kt)("img",{src:(0,o.Z)("/img/tutorial/tutorial_08_sources_tables.png")}),(0,r.kt)("p",null,"A modal window should pop up in front of you. Select your ",(0,r.kt)("strong",{parentName:"p"},"Database"),",\n",(0,r.kt)("strong",{parentName:"p"},"Schema"),", and ",(0,r.kt)("strong",{parentName:"p"},"Table")," using the drop downs that appear. In the following example,\nwe register the ",(0,r.kt)("strong",{parentName:"p"},"cleaned_sales_data")," table from the ",(0,r.kt)("strong",{parentName:"p"},"examples")," database."),(0,r.kt)("img",{src:(0,o.Z)("/img/tutorial/tutorial_09_add_new_table.png")}),(0,r.kt)("p",null,"To finish, click the ",(0,r.kt)("strong",{parentName:"p"},"Add")," button in the bottom right corner. You should now see your dataset in the list of datasets."),(0,r.kt)("h3",{id:"customizing-column-properties"},"Customizing column properties"),(0,r.kt)("p",null,"Now that you've registered your dataset, you can configure column properties\nfor how the column should be treated in the Explore workflow:"),(0,r.kt)("ul",null,(0,r.kt)("li",{parentName:"ul"},"Is the column temporal? (should it be used for slicing & dicing in time series charts?)"),(0,r.kt)("li",{parentName:"ul"},"Should the column be filterable?"),(0,r.kt)("li",{parentName:"ul"},"Is the column dimensional?"),(0,r.kt)("li",{parentName:"ul"},"If it's a datetime column, how should Superset parse\nthe datetime format? (using the ",(0,r.kt)("a",{parentName:"li",href:"https://en.wikipedia.org/wiki/ISO_8601"},"ISO-8601 string pattern"),")")),(0,r.kt)("img",{src:(0,o.Z)("/img/tutorial/tutorial_column_properties.png")}),(0,r.kt)("h3",{id:"superset-semantic-layer"},"Superset semantic layer"),(0,r.kt)("p",null,"Superset has a thin semantic layer that adds many quality of life improvements for analysts.\nThe Superset semantic layer can store 2 types of computed data:"),(0,r.kt)("ol",null,(0,r.kt)("li",{parentName:"ol"},"Virtual metrics: you can write SQL queries that aggregate values\nfrom multiple column (e.g. ",(0,r.kt)("inlineCode",{parentName:"li"},"SUM(recovered) / SUM(confirmed)"),") and make them\navailable as columns for (e.g. ",(0,r.kt)("inlineCode",{parentName:"li"},"recovery_rate"),") visualization in Explore.\nAggregate functions are allowed and encouraged for metrics.")),(0,r.kt)("img",{src:(0,o.Z)("/img/tutorial/tutorial_sql_metric.png")}),(0,r.kt)("p",null,"You can also certify metrics if you'd like for your team in this view."),(0,r.kt)("ol",{start:2},(0,r.kt)("li",{parentName:"ol"},"Virtual calculated columns: you can write SQL queries that\ncustomize the appearance and behavior\nof a specific column (e.g. ",(0,r.kt)("inlineCode",{parentName:"li"},"CAST(recovery_rate) as float"),").\nAggregate functions aren't allowed in calculated columns.")),(0,r.kt)("img",{src:(0,o.Z)("/img/tutorial/tutorial_calculated_column.png")}),(0,r.kt)("h3",{id:"creating-charts-in-explore-view"},"Creating charts in Explore view"),(0,r.kt)("p",null,"Superset has 2 main interfaces for exploring data:"),(0,r.kt)("ul",null,(0,r.kt)("li",{parentName:"ul"},(0,r.kt)("strong",{parentName:"li"},"Explore"),": no-code viz builder. Select your dataset, select the chart,\ncustomize the appearance, and publish."),(0,r.kt)("li",{parentName:"ul"},(0,r.kt)("strong",{parentName:"li"},"SQL Lab"),": SQL IDE for cleaning, joining, and preparing data for Explore workflow")),(0,r.kt)("p",null,"We'll focus on the Explore view for creating charts right now.\nTo start the Explore workflow from the ",(0,r.kt)("strong",{parentName:"p"},"Datasets")," tab, start by clicking the name\nof the dataset that will be powering your chart."),(0,r.kt)("img",{src:(0,o.Z)("/img/tutorial/tutorial_launch_explore.png")}),(0,r.kt)("br",null),(0,r.kt)("br",null),(0,r.kt)("p",null,"You're now presented with a powerful workflow for exploring data and iterating on charts."),(0,r.kt)("ul",null,(0,r.kt)("li",{parentName:"ul"},"The ",(0,r.kt)("strong",{parentName:"li"},"Dataset")," view on the left-hand side has a list of columns and metrics,\nscoped to the current dataset you selected."),(0,r.kt)("li",{parentName:"ul"},"The ",(0,r.kt)("strong",{parentName:"li"},"Data")," preview below the chart area also gives you helpful data context."),(0,r.kt)("li",{parentName:"ul"},"Using the ",(0,r.kt)("strong",{parentName:"li"},"Data")," tab and ",(0,r.kt)("strong",{parentName:"li"},"Customize")," tabs, you can change the visualization type,\nselect the temporal column, select the metric to group by, and customize\nthe aesthetics of the chart.")),(0,r.kt)("p",null,"As you customize your chart using drop-down menus, make sure to click the ",(0,r.kt)("strong",{parentName:"p"},"Run")," button\nto get visual feedback."),(0,r.kt)("img",{src:(0,o.Z)("/img/tutorial/tutorial_explore_run.jpg")}),(0,r.kt)("p",null,"In the following screenshot, we craft a grouped Time-series Bar Chart to visualize\nour quarterly sales data by product line just by clicking options in drop-down menus."),(0,r.kt)("img",{src:(0,o.Z)("/img/tutorial/tutorial_explore_settings.jpg")}),(0,r.kt)("h3",{id:"creating-a-slice-and-dashboard"},"Creating a slice and dashboard"),(0,r.kt)("p",null,"To save your chart, first click the ",(0,r.kt)("strong",{parentName:"p"},"Save")," button. You can either:"),(0,r.kt)("ul",null,(0,r.kt)("li",{parentName:"ul"},"Save your chart and add it to an existing dashboard"),(0,r.kt)("li",{parentName:"ul"},"Save your chart and add it to a new dashboard")),(0,r.kt)("p",null,'In the following screenshot, we save the chart to a new "Superset Duper Sales Dashboard":'),(0,r.kt)("img",{src:(0,o.Z)("/img/tutorial/tutorial_save_slice.png")}),(0,r.kt)("p",null,"To publish, click ",(0,r.kt)("strong",{parentName:"p"},"Save and goto Dashboard"),"."),(0,r.kt)("p",null,"Behind the scenes, Superset will create a slice and store all the information needed\nto create your chart in its thin data layer\n(the query, chart type, options selected, name, etc)."),(0,r.kt)("img",{src:(0,o.Z)("/img/tutorial/tutorial_first_dashboard.png"),style:{width:"100%",maxWidth:"500px"}}),(0,r.kt)("p",null," To resize the chart, start by clicking the Edit Dashboard button in the top right corner."),(0,r.kt)("img",{src:(0,o.Z)("/img/tutorial/tutorial_edit_button.png"),width:"300"}),(0,r.kt)("p",null,"Then, click and drag the bottom right corner of the chart until the chart layout snaps\ninto a position you like onto the underlying grid."),(0,r.kt)("img",{src:(0,o.Z)("/img/tutorial/tutorial_chart_resize.png"),style:{width:"100%",maxWidth:"500px"}}),(0,r.kt)("p",null," Click ",(0,r.kt)("strong",{parentName:"p"},"Save")," to persist the changes."),(0,r.kt)("p",null,"Congrats! You\u2019ve successfully linked, analyzed, and visualized data in Superset. There are a wealth\nof other table configuration and visualization options, so please start exploring and creating\nslices and dashboards of your own"),(0,r.kt)("p",null,"\u05bf"),(0,r.kt)("h3",{id:"manage-access-to-dashboards"},"Manage access to Dashboards"),(0,r.kt)("p",null,"Access to dashboards is managed via owners (users that have edit permissions to the dashboard)"),(0,r.kt)("p",null,"Non-owner users access can be managed two different ways:"),(0,r.kt)("ol",null,(0,r.kt)("li",{parentName:"ol"},"Dataset permissions - if you add to the relevant role permissions to datasets it automatically grants implicit access to all dashboards that uses those permitted datasets"),(0,r.kt)("li",{parentName:"ol"},"Dashboard roles - if you enable ",(0,r.kt)("strong",{parentName:"li"},"DASHBOARD_RBAC")," ",(0,r.kt)("a",{parentName:"li",href:"https://superset.apache.org/docs/installation/configuring-superset#feature-flags"},"feature flag")," then you be able to manage which roles can access the dashboard",(0,r.kt)("ul",{parentName:"li"},(0,r.kt)("li",{parentName:"ul"},"Granting a role access to a dashboard will bypass dataset level checks. Having dashboard access implicitly grants read access to all the featured charts in the dashboard, and thereby also all the associated datasets."),(0,r.kt)("li",{parentName:"ul"},"If no roles are specified for a dashboard, regular ",(0,r.kt)("strong",{parentName:"li"},"Dataset permissions")," will apply.")))),(0,r.kt)("img",{src:(0,o.Z)("/img/tutorial/tutorial_dashboard_access.png")}),(0,r.kt)("h3",{id:"customizing-dashboard"},"Customizing dashboard"),(0,r.kt)("p",null,"The following URL parameters can be used to modify how the dashboard is rendered:"),(0,r.kt)("ul",null,(0,r.kt)("li",{parentName:"ul"},(0,r.kt)("inlineCode",{parentName:"li"},"standalone"),":",(0,r.kt)("ul",{parentName:"li"},(0,r.kt)("li",{parentName:"ul"},(0,r.kt)("inlineCode",{parentName:"li"},"0")," (default): dashboard is displayed normally"),(0,r.kt)("li",{parentName:"ul"},(0,r.kt)("inlineCode",{parentName:"li"},"1"),": Top Navigation is hidden"),(0,r.kt)("li",{parentName:"ul"},(0,r.kt)("inlineCode",{parentName:"li"},"2"),": Top Navigation + title is hidden"),(0,r.kt)("li",{parentName:"ul"},(0,r.kt)("inlineCode",{parentName:"li"},"3"),": Top Navigation + title + top level tabs are hidden"))),(0,r.kt)("li",{parentName:"ul"},(0,r.kt)("inlineCode",{parentName:"li"},"show_filters"),":",(0,r.kt)("ul",{parentName:"li"},(0,r.kt)("li",{parentName:"ul"},(0,r.kt)("inlineCode",{parentName:"li"},"0"),": render dashboard without Filter Bar"),(0,r.kt)("li",{parentName:"ul"},(0,r.kt)("inlineCode",{parentName:"li"},"1")," (default): render dashboard with Filter Bar if native filters are enabled"))),(0,r.kt)("li",{parentName:"ul"},(0,r.kt)("inlineCode",{parentName:"li"},"expand_filters"),":",(0,r.kt)("ul",{parentName:"li"},(0,r.kt)("li",{parentName:"ul"},"(default): render dashboard with Filter Bar expanded if there are native filters"),(0,r.kt)("li",{parentName:"ul"},(0,r.kt)("inlineCode",{parentName:"li"},"0"),": render dashboard with Filter Bar collapsed"),(0,r.kt)("li",{parentName:"ul"},(0,r.kt)("inlineCode",{parentName:"li"},"1"),": render dashboard with Filter Bar expanded")))),(0,r.kt)("p",null,"For example, when running the local development build, the following will disable the\nTop Nav and remove the Filter Bar:\n",(0,r.kt)("inlineCode",{parentName:"p"},"http://localhost:8088/superset/dashboard/my-dashboard/?standalone=1&show_filters=0")))}h.isMDXComponent=!0},3905:(e,t,a)=>{a.d(t,{Zo:()=>u,kt:()=>m});var n=a(67294);function r(e,t,a){return t in e?Object.defineProperty(e,t,{value:a,enumerable:!0,configurable:!0,writable:!0}):e[t]=a,e}function o(e,t){var a=Object.keys(e);if(Object.getOwnPropertySymbols){var n=Object.getOwnPropertySymbols(e);t&&(n=n.filter((function(t){return Object.getOwnPropertyDescriptor(e,t).enumerable}))),a.push.apply(a,n)}return a}function i(e){for(var t=1;t<arguments.length;t++){var a=null!=arguments[t]?arguments[t]:{};t%2?o(Object(a),!0).forEach((function(t){r(e,t,a[t])})):Object.getOwnPropertyDescriptors?Object.defineProperties(e,Object.getOwnPropertyDescriptors(a)):o(Object(a)).forEach((function(t){Object.defineProperty(e,t,Object.getOwnPropertyDescriptor(a,t))}))}return e}function s(e,t){if(null==e)return{};var a,n,r=function(e,t){if(null==e)return{};var a,n,r={},o=Object.keys(e);for(n=0;n<o.length;n++)a=o[n],t.indexOf(a)>=0||(r[a]=e[a]);return r}(e,t);if(Object.getOwnPropertySymbols){var o=Object.getOwnPropertySymbols(e);for(n=0;n<o.length;n++)a=o[n],t.indexOf(a)>=0||Object.prototype.propertyIsEnumerable.call(e,a)&&(r[a]=e[a])}return r}var l=n.createContext({}),d=function(e){var t=n.useContext(l),a=t;return e&&(a="function"==typeof e?e(t):i(i({},t),e)),a},u=function(e){var t=d(e.components);return n.createElement(l.Provider,{value:t},e.children)},c="mdxType",p={inlineCode:"code",wrapper:function(e){var t=e.children;return n.createElement(n.Fragment,{},t)}},h=n.forwardRef((function(e,t){var a=e.components,r=e.mdxType,o=e.originalType,l=e.parentName,u=s(e,["components","mdxType","originalType","parentName"]),c=d(a),h=r,m=c["".concat(l,".").concat(h)]||c[h]||p[h]||o;return a?n.createElement(m,i(i({ref:t},u),{},{components:a})):n.createElement(m,i({ref:t},u))}));function m(e,t){var a=arguments,r=t&&t.mdxType;if("string"==typeof e||r){var o=a.length,i=new Array(o);i[0]=h;var s={};for(var l in t)hasOwnProperty.call(t,l)&&(s[l]=t[l]);s.originalType=e,s[c]="string"==typeof e?e:r,i[1]=s;for(var d=2;d<o;d++)i[d]=a[d];return n.createElement.apply(null,i)}return n.createElement.apply(null,a)}h.displayName="MDXCreateElement"}}]);
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+"use strict";(self.webpackChunkdocs_v_2=self.webpackChunkdocs_v_2||[]).push([[9594],{96617:(e,t,a)=>{a.r(t),a.d(t,{assets:()=>d,contentTitle:()=>l,default:()=>h,frontMatter:()=>i,metadata:()=>s,toc:()=>u});var n=a(83117),r=(a(67294),a(3905)),o=a(51402);const i={title:"Creating Your First Dashboard",hide_title:!0,sidebar_position:1,version:1},l=void 0,s={unversionedId:"creating-charts-dashboards/creating-your-first-dashboard",id:"creating-charts-dashboards/creating-your-first-dashboard",title:"Creating Your First Dashboard",description:"Creating Your First Dashboard",source:"@site/docs/creating-charts-dashboards/creating-your-first-dashboard.mdx",sourceDirName:"creating-charts-dashboards",slug:"/creating-charts-dashboards/creating-your-first-dashboard",permalink:"/docs/creating-charts-dashboards/creating-your-first-dashboard",draft:!1,editUrl:"https://github.com/apache/superset/tree/master/docs/docs/creating-charts-dashboards/creating-your-first-dashboard.mdx",tags:[],version:"current",sidebarPosition:1,frontMatter:{title:"Creating Your First Dashboard",hide_title:!0,sidebar_position:1,version:1},sidebar:"tutorialSidebar",previous:{title:"Setup SSH Tunneling",permalink:"/docs/installation/setup-ssh-tunneling"},next:{title:"Exploring Data in Superset",permalink:"/docs/creating-charts-dashboards/exploring-data"}},d={},u=[{value:"Creating Your First Dashboard",id:"creating-your-first-dashboard",level:2},{value:"Connecting to a new database",id:"connecting-to-a-new-database",level:3},{value:"Registering a new table",id:"registering-a-new-table",level:3},{value:"Customizing column properties",id:"customizing-column-properties",level:3},{value:"Superset semantic layer",id:"superset-semantic-layer",level:3},{value:"Creating charts in Explore view",id:"creating-charts-in-explore-view",level:3},{value:"Creating a slice and dashboard",id:"creating-a-slice-and-dashboard",level:3},{value:"Manage access to Dashboards",id:"manage-access-to-dashboards",level:3},{value:"Customizing dashboard",id:"customizing-dashboard",level:3}],c={toc:u},p="wrapper";function h(e){let{components:t,...a}=e;return(0,r.kt)(p,(0,n.Z)({},c,a,{components:t,mdxType:"MDXLayout"}),(0,r.kt)("h2",{id:"creating-your-first-dashboard"},"Creating Your First Dashboard"),(0,r.kt)("p",null,"This section is focused on documentation for end-users who will be using Superset\nfor the data analysis and exploration workflow\n(data analysts, business analysts, data\nscientists, etc). In addition to this site, ",(0,r.kt)("a",{parentName:"p",href:"http://preset.io/"},"Preset.io")," maintains an updated set of end-user\ndocumentation at ",(0,r.kt)("a",{parentName:"p",href:"https://docs.preset.io/"},"docs.preset.io"),"."),(0,r.kt)("p",null,"This tutorial targets someone who wants to create charts and dashboards in Superset. We\u2019ll show you\nhow to connect Superset to a new database and configure a table in that database for analysis.\nYou\u2019ll also explore the data you\u2019ve exposed and add a visualization to a dashboard so that you get a\nfeel for the end-to-end user experience."),(0,r.kt)("h3",{id:"connecting-to-a-new-database"},"Connecting to a new database"),(0,r.kt)("p",null,"Superset itself doesn't have a storage layer to store your data but instead pairs with\nyour existing SQL-speaking database or data store."),(0,r.kt)("p",null,"First things first, we need to add the connection credentials to your database to be able\nto query and visualize data from it. If you're using Superset locally via\n",(0,r.kt)("a",{parentName:"p",href:"/docs/installation/installing-superset-using-docker-compose"},"Docker compose"),", you can\nskip this step because a Postgres database, named ",(0,r.kt)("strong",{parentName:"p"},"examples"),", is included and\npre-configured in Superset for you."),(0,r.kt)("p",null,"Under the ",(0,r.kt)("strong",{parentName:"p"},"+")," menu in the top right, select Data, and then the ",(0,r.kt)("em",{parentName:"p"},"Connect Database")," option:"),(0,r.kt)("img",{src:(0,o.Z)("/img/tutorial/tutorial_01_add_database_connection.png"),width:"600"})," "," ",(0,r.kt)("br",null),(0,r.kt)("br",null),(0,r.kt)("p",null,"Then select your database type in the resulting modal:"),(0,r.kt)("img",{src:(0,o.Z)("/img/tutorial/tutorial_02_select_database.png"),width:"600"})," "," ",(0,r.kt)("br",null),(0,r.kt)("br",null),(0,r.kt)("p",null,"Once you've selected a database, you can configure a number of advanced options in this window,\nor for the purposes of this walkthrough, you can click the link below all these fields:"),(0,r.kt)("img",{src:(0,o.Z)("/img/tutorial/tutorial_03a_database_connection_string_link.png"),width:"600"})," "," ",(0,r.kt)("br",null),(0,r.kt)("br",null),(0,r.kt)("p",null,"Once you've clicked that link you only need to specify two things (the database name and SQLAlchemy URI):"),(0,r.kt)("img",{src:(0,o.Z)("/img/tutorial/tutorial_03b_connection_string_details.png"),width:"600"})," "," ",(0,r.kt)("br",null),(0,r.kt)("br",null),(0,r.kt)("p",null,"As noted in the text below the form, you should refer to the SQLAlchemy documentation on\n",(0,r.kt)("a",{parentName:"p",href:"https://docs.sqlalchemy.org/en/12/core/engines.html#database-urls"},"creating new connection URIs"),"\nfor your target database."),(0,r.kt)("p",null,"Click the ",(0,r.kt)("strong",{parentName:"p"},"Test Connection")," button to confirm things work end to end. If the connection looks good, save the configuration\nby clicking the ",(0,r.kt)("strong",{parentName:"p"},"Connect")," button in the bottom right corner of the modal window:"),(0,r.kt)("p",null,"Congratulations, you've just added a new data source in Superset!"),(0,r.kt)("h3",{id:"registering-a-new-table"},"Registering a new table"),(0,r.kt)("p",null,"Now that you\u2019ve configured a data source, you can select specific tables (called ",(0,r.kt)("strong",{parentName:"p"},"Datasets")," in Superset)\nthat you want exposed in Superset for querying."),(0,r.kt)("p",null,"Navigate to ",(0,r.kt)("strong",{parentName:"p"},"Data \u2023 Datasets")," and select the ",(0,r.kt)("strong",{parentName:"p"},"+ Dataset")," button in the top right corner."),(0,r.kt)("img",{src:(0,o.Z)("/img/tutorial/tutorial_08_sources_tables.png")}),(0,r.kt)("p",null,"A modal window should pop up in front of you. Select your ",(0,r.kt)("strong",{parentName:"p"},"Database"),",\n",(0,r.kt)("strong",{parentName:"p"},"Schema"),", and ",(0,r.kt)("strong",{parentName:"p"},"Table")," using the drop downs that appear. In the following example,\nwe register the ",(0,r.kt)("strong",{parentName:"p"},"cleaned_sales_data")," table from the ",(0,r.kt)("strong",{parentName:"p"},"examples")," database."),(0,r.kt)("img",{src:(0,o.Z)("/img/tutorial/tutorial_09_add_new_table.png")}),(0,r.kt)("p",null,"To finish, click the ",(0,r.kt)("strong",{parentName:"p"},"Add")," button in the bottom right corner. You should now see your dataset in the list of datasets."),(0,r.kt)("h3",{id:"customizing-column-properties"},"Customizing column properties"),(0,r.kt)("p",null,"Now that you've registered your dataset, you can configure column properties\nfor how the column should be treated in the Explore workflow:"),(0,r.kt)("ul",null,(0,r.kt)("li",{parentName:"ul"},"Is the column temporal? (should it be used for slicing & dicing in time series charts?)"),(0,r.kt)("li",{parentName:"ul"},"Should the column be filterable?"),(0,r.kt)("li",{parentName:"ul"},"Is the column dimensional?"),(0,r.kt)("li",{parentName:"ul"},"If it's a datetime column, how should Superset parse\nthe datetime format? (using the ",(0,r.kt)("a",{parentName:"li",href:"https://en.wikipedia.org/wiki/ISO_8601"},"ISO-8601 string pattern"),")")),(0,r.kt)("img",{src:(0,o.Z)("/img/tutorial/tutorial_column_properties.png")}),(0,r.kt)("h3",{id:"superset-semantic-layer"},"Superset semantic layer"),(0,r.kt)("p",null,"Superset has a thin semantic layer that adds many quality of life improvements for analysts.\nThe Superset semantic layer can store 2 types of computed data:"),(0,r.kt)("ol",null,(0,r.kt)("li",{parentName:"ol"},"Virtual metrics: you can write SQL queries that aggregate values\nfrom multiple column (e.g. ",(0,r.kt)("inlineCode",{parentName:"li"},"SUM(recovered) / SUM(confirmed)"),") and make them\navailable as columns for (e.g. ",(0,r.kt)("inlineCode",{parentName:"li"},"recovery_rate"),") visualization in Explore.\nAggregate functions are allowed and encouraged for metrics.")),(0,r.kt)("img",{src:(0,o.Z)("/img/tutorial/tutorial_sql_metric.png")}),(0,r.kt)("p",null,"You can also certify metrics if you'd like for your team in this view."),(0,r.kt)("ol",{start:2},(0,r.kt)("li",{parentName:"ol"},"Virtual calculated columns: you can write SQL queries that\ncustomize the appearance and behavior\nof a specific column (e.g. ",(0,r.kt)("inlineCode",{parentName:"li"},"CAST(recovery_rate) as float"),").\nAggregate functions aren't allowed in calculated columns.")),(0,r.kt)("img",{src:(0,o.Z)("/img/tutorial/tutorial_calculated_column.png")}),(0,r.kt)("h3",{id:"creating-charts-in-explore-view"},"Creating charts in Explore view"),(0,r.kt)("p",null,"Superset has 2 main interfaces for exploring data:"),(0,r.kt)("ul",null,(0,r.kt)("li",{parentName:"ul"},(0,r.kt)("strong",{parentName:"li"},"Explore"),": no-code viz builder. Select your dataset, select the chart,\ncustomize the appearance, and publish."),(0,r.kt)("li",{parentName:"ul"},(0,r.kt)("strong",{parentName:"li"},"SQL Lab"),": SQL IDE for cleaning, joining, and preparing data for Explore workflow")),(0,r.kt)("p",null,"We'll focus on the Explore view for creating charts right now.\nTo start the Explore workflow from the ",(0,r.kt)("strong",{parentName:"p"},"Datasets")," tab, start by clicking the name\nof the dataset that will be powering your chart."),(0,r.kt)("img",{src:(0,o.Z)("/img/tutorial/tutorial_launch_explore.png")}),(0,r.kt)("br",null),(0,r.kt)("br",null),(0,r.kt)("p",null,"You're now presented with a powerful workflow for exploring data and iterating on charts."),(0,r.kt)("ul",null,(0,r.kt)("li",{parentName:"ul"},"The ",(0,r.kt)("strong",{parentName:"li"},"Dataset")," view on the left-hand side has a list of columns and metrics,\nscoped to the current dataset you selected."),(0,r.kt)("li",{parentName:"ul"},"The ",(0,r.kt)("strong",{parentName:"li"},"Data")," preview below the chart area also gives you helpful data context."),(0,r.kt)("li",{parentName:"ul"},"Using the ",(0,r.kt)("strong",{parentName:"li"},"Data")," tab and ",(0,r.kt)("strong",{parentName:"li"},"Customize")," tabs, you can change the visualization type,\nselect the temporal column, select the metric to group by, and customize\nthe aesthetics of the chart.")),(0,r.kt)("p",null,"As you customize your chart using drop-down menus, make sure to click the ",(0,r.kt)("strong",{parentName:"p"},"Run")," button\nto get visual feedback."),(0,r.kt)("img",{src:(0,o.Z)("/img/tutorial/tutorial_explore_run.jpg")}),(0,r.kt)("p",null,"In the following screenshot, we craft a grouped Time-series Bar Chart to visualize\nour quarterly sales data by product line just by clicking options in drop-down menus."),(0,r.kt)("img",{src:(0,o.Z)("/img/tutorial/tutorial_explore_settings.jpg")}),(0,r.kt)("h3",{id:"creating-a-slice-and-dashboard"},"Creating a slice and dashboard"),(0,r.kt)("p",null,"To save your chart, first click the ",(0,r.kt)("strong",{parentName:"p"},"Save")," button. You can either:"),(0,r.kt)("ul",null,(0,r.kt)("li",{parentName:"ul"},"Save your chart and add it to an existing dashboard"),(0,r.kt)("li",{parentName:"ul"},"Save your chart and add it to a new dashboard")),(0,r.kt)("p",null,'In the following screenshot, we save the chart to a new "Superset Duper Sales Dashboard":'),(0,r.kt)("img",{src:(0,o.Z)("/img/tutorial/tutorial_save_slice.png")}),(0,r.kt)("p",null,"To publish, click ",(0,r.kt)("strong",{parentName:"p"},"Save and goto Dashboard"),"."),(0,r.kt)("p",null,"Behind the scenes, Superset will create a slice and store all the information needed\nto create your chart in its thin data layer\n(the query, chart type, options selected, name, etc)."),(0,r.kt)("img",{src:(0,o.Z)("/img/tutorial/tutorial_first_dashboard.png"),style:{width:"100%",maxWidth:"500px"}}),(0,r.kt)("p",null," To resize the chart, start by clicking the Edit Dashboard button in the top right corner."),(0,r.kt)("img",{src:(0,o.Z)("/img/tutorial/tutorial_edit_button.png"),width:"300"}),(0,r.kt)("p",null,"Then, click and drag the bottom right corner of the chart until the chart layout snaps\ninto a position you like onto the underlying grid."),(0,r.kt)("img",{src:(0,o.Z)("/img/tutorial/tutorial_chart_resize.png"),style:{width:"100%",maxWidth:"500px"}}),(0,r.kt)("p",null," Click ",(0,r.kt)("strong",{parentName:"p"},"Save")," to persist the changes."),(0,r.kt)("p",null,"Congrats! You\u2019ve successfully linked, analyzed, and visualized data in Superset. There are a wealth\nof other table configuration and visualization options, so please start exploring and creating\nslices and dashboards of your own"),(0,r.kt)("p",null,"\u05bf"),(0,r.kt)("h3",{id:"manage-access-to-dashboards"},"Manage access to Dashboards"),(0,r.kt)("p",null,"Access to dashboards is managed via owners (users that have edit permissions to the dashboard)"),(0,r.kt)("p",null,"Non-owner users access can be managed two different ways:"),(0,r.kt)("ol",null,(0,r.kt)("li",{parentName:"ol"},"Dataset permissions - if you add to the relevant role permissions to datasets it automatically grants implicit access to all dashboards that uses those permitted datasets"),(0,r.kt)("li",{parentName:"ol"},"Dashboard roles - if you enable ",(0,r.kt)("strong",{parentName:"li"},"DASHBOARD_RBAC")," ",(0,r.kt)("a",{parentName:"li",href:"/docs/installation/configuring-superset#feature-flags"},"feature flag")," then you be able to manage which roles can access the dashboard",(0,r.kt)("ul",{parentName:"li"},(0,r.kt)("li",{parentName:"ul"},"Granting a role access to a dashboard will bypass dataset level checks. Having dashboard access implicitly grants read access to all the featured charts in the dashboard, and thereby also all the associated datasets."),(0,r.kt)("li",{parentName:"ul"},"If no roles are specified for a dashboard, regular ",(0,r.kt)("strong",{parentName:"li"},"Dataset permissions")," will apply.")))),(0,r.kt)("img",{src:(0,o.Z)("/img/tutorial/tutorial_dashboard_access.png")}),(0,r.kt)("h3",{id:"customizing-dashboard"},"Customizing dashboard"),(0,r.kt)("p",null,"The following URL parameters can be used to modify how the dashboard is rendered:"),(0,r.kt)("ul",null,(0,r.kt)("li",{parentName:"ul"},(0,r.kt)("inlineCode",{parentName:"li"},"standalone"),":",(0,r.kt)("ul",{parentName:"li"},(0,r.kt)("li",{parentName:"ul"},(0,r.kt)("inlineCode",{parentName:"li"},"0")," (default): dashboard is displayed normally"),(0,r.kt)("li",{parentName:"ul"},(0,r.kt)("inlineCode",{parentName:"li"},"1"),": Top Navigation is hidden"),(0,r.kt)("li",{parentName:"ul"},(0,r.kt)("inlineCode",{parentName:"li"},"2"),": Top Navigation + title is hidden"),(0,r.kt)("li",{parentName:"ul"},(0,r.kt)("inlineCode",{parentName:"li"},"3"),": Top Navigation + title + top level tabs are hidden"))),(0,r.kt)("li",{parentName:"ul"},(0,r.kt)("inlineCode",{parentName:"li"},"show_filters"),":",(0,r.kt)("ul",{parentName:"li"},(0,r.kt)("li",{parentName:"ul"},(0,r.kt)("inlineCode",{parentName:"li"},"0"),": render dashboard without Filter Bar"),(0,r.kt)("li",{parentName:"ul"},(0,r.kt)("inlineCode",{parentName:"li"},"1")," (default): render dashboard with Filter Bar if native filters are enabled"))),(0,r.kt)("li",{parentName:"ul"},(0,r.kt)("inlineCode",{parentName:"li"},"expand_filters"),":",(0,r.kt)("ul",{parentName:"li"},(0,r.kt)("li",{parentName:"ul"},"(default): render dashboard with Filter Bar expanded if there are native filters"),(0,r.kt)("li",{parentName:"ul"},(0,r.kt)("inlineCode",{parentName:"li"},"0"),": render dashboard with Filter Bar collapsed"),(0,r.kt)("li",{parentName:"ul"},(0,r.kt)("inlineCode",{parentName:"li"},"1"),": render dashboard with Filter Bar expanded")))),(0,r.kt)("p",null,"For example, when running the local development build, the following will disable the\nTop Nav and remove the Filter Bar:\n",(0,r.kt)("inlineCode",{parentName:"p"},"http://localhost:8088/superset/dashboard/my-dashboard/?standalone=1&show_filters=0")))}h.isMDXComponent=!0},3905:(e,t,a)=>{a.d(t,{Zo:()=>u,kt:()=>m});var n=a(67294);function r(e,t,a){return t in e?Object.defineProperty(e,t,{value:a,enumerable:!0,configurable:!0,writable:!0}):e[t]=a,e}function o(e,t){var a=Object.keys(e);if(Object.getOwnPropertySymbols){var n=Object.getOwnPropertySymbols(e);t&&(n=n.filter((function(t){return Object.getOwnPropertyDescriptor(e,t).enumerable}))),a.push.apply(a,n)}return a}function i(e){for(var t=1;t<arguments.length;t++){var a=null!=arguments[t]?arguments[t]:{};t%2?o(Object(a),!0).forEach((function(t){r(e,t,a[t])})):Object.getOwnPropertyDescriptors?Object.defineProperties(e,Object.getOwnPropertyDescriptors(a)):o(Object(a)).forEach((function(t){Object.defineProperty(e,t,Object.getOwnPropertyDescriptor(a,t))}))}return e}function l(e,t){if(null==e)return{};var a,n,r=function(e,t){if(null==e)return{};var a,n,r={},o=Object.keys(e);for(n=0;n<o.length;n++)a=o[n],t.indexOf(a)>=0||(r[a]=e[a]);return r}(e,t);if(Object.getOwnPropertySymbols){var o=Object.getOwnPropertySymbols(e);for(n=0;n<o.length;n++)a=o[n],t.indexOf(a)>=0||Object.prototype.propertyIsEnumerable.call(e,a)&&(r[a]=e[a])}return r}var s=n.createContext({}),d=function(e){var t=n.useContext(s),a=t;return e&&(a="function"==typeof e?e(t):i(i({},t),e)),a},u=function(e){var t=d(e.components);return n.createElement(s.Provider,{value:t},e.children)},c="mdxType",p={inlineCode:"code",wrapper:function(e){var t=e.children;return n.createElement(n.Fragment,{},t)}},h=n.forwardRef((function(e,t){var a=e.components,r=e.mdxType,o=e.originalType,s=e.parentName,u=l(e,["components","mdxType","originalType","parentName"]),c=d(a),h=r,m=c["".concat(s,".").concat(h)]||c[h]||p[h]||o;return a?n.createElement(m,i(i({ref:t},u),{},{components:a})):n.createElement(m,i({ref:t},u))}));function m(e,t){var a=arguments,r=t&&t.mdxType;if("string"==typeof e||r){var o=a.length,i=new Array(o);i[0]=h;var l={};for(var s in t)hasOwnProperty.call(t,s)&&(l[s]=t[s]);l.originalType=e,l[c]="string"==typeof e?e:r,i[1]=l;for(var d=2;d<o;d++)i[d]=a[d];return n.createElement.apply(null,i)}return n.createElement.apply(null,a)}h.displayName="MDXCreateElement"}}]);
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+"use strict";(self.webpackChunkdocs_v_2=self.webpackChunkdocs_v_2||[]).push([[4003],{40424:(e,t,n)=>{n.r(t),n.d(t,{assets:()=>s,contentTitle:()=>l,default:()=>d,frontMatter:()=>i,metadata:()=>o,toc:()=>c});var a=n(83117),r=(n(67294),n(3905));const i={title:"Caching",hide_title:!0,sidebar_position:6,version:1},l=void 0,o={unversionedId:"installation/cache",id:"installation/cache",title:"Caching",description:"Caching",source:"@site/docs/installation/cache.mdx",sourceDirName:"installation",slug:"/installation/cache",permalink:"/docs/installation/cache",draft:!1,editUrl:"https://github.com/apache/superset/tree/master/docs/docs/installation/cache.mdx",tags:[],version:"current",sidebarPosition:6,frontMatter:{title:"Caching",hide_title:!0,sidebar_position:6,version:1},sidebar:"tutorialSidebar",previous:{title:"Additional Networking Settings",permalink:"/docs/installation/networking-settings"},next:{title:"Event Logging",permalink:"/docs/installation/event-logging"}},s={},c=[{value:"Caching",id:"caching",level:2},{value:"Dependencies",id:"dependencies",level:3},{value:"Fallback Metastore Cache",id:"fallback-metastore-cache",level:3},{value:"Chart Cache Timeout",id:"chart-cache-timeout",level:3},{value:"SQL Lab Query Results",id:"sql-lab-query-results",level:3},{value:"Caching Thumbnails",id:"caching-thumbnails",level:3}],u={toc:c},p="wrapper";function d(e){let{components:t,...n}=e;return(0,r.kt)(p,(0,a.Z)({},u,n,{components:t,mdxType:"MDXLayout"}),(0,r.kt)("h2",{id:"caching"},"Caching"),(0,r.kt)("p",null,"Superset uses ",(0,r.kt)("a",{parentName:"p",href:"https://flask-caching.readthedocs.io/"},"Flask-Caching")," for caching purposes.\nFlask-Caching supports various caching backends, including Redis (recommended), Memcached,\nSimpleCache (in-memory), or the local filesystem.\n",(0,r.kt)("a",{parentName:"p",href:"https://flask-caching.readthedocs.io/en/latest/#custom-cache-backends"},"Custom cache backends"),"\nare also supported."),(0,r.kt)("p",null,"Caching can be configured by providing a dictionaries in\n",(0,r.kt)("inlineCode",{parentName:"p"},"superset_config.py")," that comply with",(0,r.kt)("a",{parentName:"p",href:"https://flask-caching.readthedocs.io/en/latest/#configuring-flask-caching"},"the Flask-Caching config specifications"),"."),(0,r.kt)("p",null,"The following cache configurations can be customized in this way:"),(0,r.kt)("ul",null,(0,r.kt)("li",{parentName:"ul"},"Dashboard filter state (required): ",(0,r.kt)("inlineCode",{parentName:"li"},"FILTER_STATE_CACHE_CONFIG"),"."),(0,r.kt)("li",{parentName:"ul"},"Explore chart form data (required): ",(0,r.kt)("inlineCode",{parentName:"li"},"EXPLORE_FORM_DATA_CACHE_CONFIG")),(0,r.kt)("li",{parentName:"ul"},"Metadata cache (optional): ",(0,r.kt)("inlineCode",{parentName:"li"},"CACHE_CONFIG")),(0,r.kt)("li",{parentName:"ul"},"Charting data queried from datasets (optional): ",(0,r.kt)("inlineCode",{parentName:"li"},"DATA_CACHE_CONFIG"))),(0,r.kt)("p",null,"For example, to configure the filter state cache using redis:"),(0,r.kt)("pre",null,(0,r.kt)("code",{parentName:"pre",className:"language-python"},"FILTER_STATE_CACHE_CONFIG = {\n 'CACHE_TYPE': 'RedisCache',\n 'CACHE_DEFAULT_TIMEOUT': 86400,\n 'CACHE_KEY_PREFIX': 'superset_filter_cache',\n 'CACHE_REDIS_URL': 'redis://localhost:6379/0'\n}\n")),(0,r.kt)("h3",{id:"dependencies"},"Dependencies"),(0,r.kt)("p",null,"In order to use dedicated cache stores, additional python libraries must be installed"),(0,r.kt)("ul",null,(0,r.kt)("li",{parentName:"ul"},"For Redis: we recommend the ",(0,r.kt)("a",{parentName:"li",href:"https://pypi.python.org/pypi/redis"},"redis")," Python package"),(0,r.kt)("li",{parentName:"ul"},"Memcached: we recommend using ",(0,r.kt)("a",{parentName:"li",href:"https://pypi.org/project/pylibmc/"},"pylibmc")," client library as\n",(0,r.kt)("inlineCode",{parentName:"li"},"python-memcached")," does not handle storing binary data correctly.")),(0,r.kt)("p",null,"These libraries can be installed using pip."),(0,r.kt)("h3",{id:"fallback-metastore-cache"},"Fallback Metastore Cache"),(0,r.kt)("p",null,"Note, that some form of Filter State and Explore caching are required. If either of these caches\nare undefined, Superset falls back to using a built-in cache that stores data in the metadata\ndatabase. While it is recommended to use a dedicated cache, the built-in cache can also be used\nto cache other data."),(0,r.kt)("p",null,"For example, to use the built-in cache to store chart data, use the following config:"),(0,r.kt)("pre",null,(0,r.kt)("code",{parentName:"pre",className:"language-python"},'DATA_CACHE_CONFIG = {\n "CACHE_TYPE": "SupersetMetastoreCache",\n "CACHE_KEY_PREFIX": "superset_results", # make sure this string is unique to avoid collisions\n "CACHE_DEFAULT_TIMEOUT": 86400, # 60 seconds * 60 minutes * 24 hours\n}\n')),(0,r.kt)("h3",{id:"chart-cache-timeout"},"Chart Cache Timeout"),(0,r.kt)("p",null,"The cache timeout for charts may be overridden by the settings for an individual chart, dataset, or\ndatabase. Each of these configurations will be checked in order before falling back to the default\nvalue defined in `DATA_CACHE_CONFIG."),(0,r.kt)("p",null,"Note, that by setting the cache timeout to ",(0,r.kt)("inlineCode",{parentName:"p"},"-1"),", caching for charting data can be disabled, either\nper chart, dataset or database, or by default if set in ",(0,r.kt)("inlineCode",{parentName:"p"},"DATA_CACHE_CONFIG"),"."),(0,r.kt)("h3",{id:"sql-lab-query-results"},"SQL Lab Query Results"),(0,r.kt)("p",null,"Caching for SQL Lab query results is used when async queries are enabled and is configured using\n",(0,r.kt)("inlineCode",{parentName:"p"},"RESULTS_BACKEND"),"."),(0,r.kt)("p",null,"Note that this configuration does not use a flask-caching dictionary for its configuration, but\ninstead requires a cachelib object."),(0,r.kt)("p",null,"See ",(0,r.kt)("a",{parentName:"p",href:"/docs/installation/async-queries-celery"},"Async Queries via Celery")," for details."),(0,r.kt)("h3",{id:"caching-thumbnails"},"Caching Thumbnails"),(0,r.kt)("p",null,"This is an optional feature that can be turned on by activating it\u2019s ",(0,r.kt)("a",{parentName:"p",href:"/docs/installation/configuring-superset#feature-flags"},"feature flag")," on config:"),(0,r.kt)("pre",null,(0,r.kt)("code",{parentName:"pre"},'FEATURE_FLAGS = {\n "THUMBNAILS": True,\n "THUMBNAILS_SQLA_LISTENERS": True,\n}\n')),(0,r.kt)("p",null,"By default thumbnails are rendered per user, and will fall back to the Selenium user for anonymous users.\nTo always render thumbnails as a fixed user (",(0,r.kt)("inlineCode",{parentName:"p"},"admin")," in this example), use the following configuration:"),(0,r.kt)("pre",null,(0,r.kt)("code",{parentName:"pre",className:"language-python"},'from superset.tasks.types import ExecutorType\n\nTHUMBNAIL_SELENIUM_USER = "admin"\nTHUMBNAIL_EXECUTE_AS = [ExecutorType.SELENIUM]\n')),(0,r.kt)("p",null,"For this feature you will need a cache system and celery workers. All thumbnails are stored on cache\nand are processed asynchronously by the workers."),(0,r.kt)("p",null,"An example config where images are stored on S3 could be:"),(0,r.kt)("pre",null,(0,r.kt)("code",{parentName:"pre",className:"language-python"},'from flask import Flask\nfrom s3cache.s3cache import S3Cache\n\n...\n\nclass CeleryConfig(object):\n broker_url = "redis://localhost:6379/0"\n imports = (\n "superset.sql_lab",\n "superset.tasks.thumbnails",\n )\n result_backend = "redis://localhost:6379/0"\n worker_prefetch_multiplier = 10\n task_acks_late = True\n\n\nCELERY_CONFIG = CeleryConfig\n\ndef init_thumbnail_cache(app: Flask) -> S3Cache:\n return S3Cache("bucket_name", \'thumbs_cache/\')\n\n\nTHUMBNAIL_CACHE_CONFIG = init_thumbnail_cache\n# Async selenium thumbnail task will use the following user\nTHUMBNAIL_SELENIUM_USER = "Admin"\n')),(0,r.kt)("p",null,"Using the above example cache keys for dashboards will be ",(0,r.kt)("inlineCode",{parentName:"p"},"superset_thumb__dashboard__{ID}"),". You can\noverride the base URL for selenium using:"),(0,r.kt)("pre",null,(0,r.kt)("code",{parentName:"pre"},'WEBDRIVER_BASEURL = "https://superset.company.com"\n')),(0,r.kt)("p",null,"Additional selenium web drive configuration can be set using ",(0,r.kt)("inlineCode",{parentName:"p"},"WEBDRIVER_CONFIGURATION"),". You can\nimplement a custom function to authenticate selenium. The default function uses the ",(0,r.kt)("inlineCode",{parentName:"p"},"flask-login"),"\nsession cookie. Here's an example of a custom function signature:"),(0,r.kt)("pre",null,(0,r.kt)("code",{parentName:"pre",className:"language-python"},'def auth_driver(driver: WebDriver, user: "User") -> WebDriver:\n pass\n')),(0,r.kt)("p",null,"Then on configuration:"),(0,r.kt)("pre",null,(0,r.kt)("code",{parentName:"pre"},"WEBDRIVER_AUTH_FUNC = auth_driver\n")))}d.isMDXComponent=!0},3905:(e,t,n)=>{n.d(t,{Zo:()=>u,kt:()=>m});var a=n(67294);function r(e,t,n){return t in e?Object.defineProperty(e,t,{value:n,enumerable:!0,configurable:!0,writable:!0}):e[t]=n,e}function i(e,t){var n=Object.keys(e);if(Object.getOwnPropertySymbols){var a=Object.getOwnPropertySymbols(e);t&&(a=a.filter((function(t){return Object.getOwnPropertyDescriptor(e,t).enumerable}))),n.push.apply(n,a)}return n}function l(e){for(var t=1;t<arguments.length;t++){var n=null!=arguments[t]?arguments[t]:{};t%2?i(Object(n),!0).forEach((function(t){r(e,t,n[t])})):Object.getOwnPropertyDescriptors?Object.defineProperties(e,Object.getOwnPropertyDescriptors(n)):i(Object(n)).forEach((function(t){Object.defineProperty(e,t,Object.getOwnPropertyDescriptor(n,t))}))}return e}function o(e,t){if(null==e)return{};var n,a,r=function(e,t){if(null==e)return{};var n,a,r={},i=Object.keys(e);for(a=0;a<i.length;a++)n=i[a],t.indexOf(n)>=0||(r[n]=e[n]);return r}(e,t);if(Object.getOwnPropertySymbols){var i=Object.getOwnPropertySymbols(e);for(a=0;a<i.length;a++)n=i[a],t.indexOf(n)>=0||Object.prototype.propertyIsEnumerable.call(e,n)&&(r[n]=e[n])}return r}var s=a.createContext({}),c=function(e){var t=a.useContext(s),n=t;return e&&(n="function"==typeof e?e(t):l(l({},t),e)),n},u=function(e){var t=c(e.components);return a.createElement(s.Provider,{value:t},e.children)},p="mdxType",d={inlineCode:"code",wrapper:function(e){var t=e.children;return a.createElement(a.Fragment,{},t)}},h=a.forwardRef((function(e,t){var n=e.components,r=e.mdxType,i=e.originalType,s=e.parentName,u=o(e,["components","mdxType","originalType","parentName"]),p=c(n),h=r,m=p["".concat(s,".").concat(h)]||p[h]||d[h]||i;return n?a.createElement(m,l(l({ref:t},u),{},{components:n})):a.createElement(m,l({ref:t},u))}));function m(e,t){var n=arguments,r=t&&t.mdxType;if("string"==typeof e||r){var i=n.length,l=new Array(i);l[0]=h;var o={};for(var s in t)hasOwnProperty.call(t,s)&&(o[s]=t[s]);o.originalType=e,o[p]="string"==typeof e?e:r,l[1]=o;for(var c=2;c<i;c++)l[c]=n[c];return a.createElement.apply(null,l)}return a.createElement.apply(null,n)}h.displayName="MDXCreateElement"}}]);
\ No newline at end of file
diff --git a/assets/js/6432bc55.cb5cd157.js b/assets/js/6432bc55.cb5cd157.js
deleted file mode 100644
index ff9704e..0000000
--- a/assets/js/6432bc55.cb5cd157.js
+++ /dev/null
@@ -1 +0,0 @@
-"use strict";(self.webpackChunkdocs_v_2=self.webpackChunkdocs_v_2||[]).push([[4003],{40424:(e,t,n)=>{n.r(t),n.d(t,{assets:()=>s,contentTitle:()=>l,default:()=>d,frontMatter:()=>i,metadata:()=>o,toc:()=>c});var a=n(83117),r=(n(67294),n(3905));const i={title:"Caching",hide_title:!0,sidebar_position:6,version:1},l=void 0,o={unversionedId:"installation/cache",id:"installation/cache",title:"Caching",description:"Caching",source:"@site/docs/installation/cache.mdx",sourceDirName:"installation",slug:"/installation/cache",permalink:"/docs/installation/cache",draft:!1,editUrl:"https://github.com/apache/superset/tree/master/docs/docs/installation/cache.mdx",tags:[],version:"current",sidebarPosition:6,frontMatter:{title:"Caching",hide_title:!0,sidebar_position:6,version:1},sidebar:"tutorialSidebar",previous:{title:"Additional Networking Settings",permalink:"/docs/installation/networking-settings"},next:{title:"Event Logging",permalink:"/docs/installation/event-logging"}},s={},c=[{value:"Caching",id:"caching",level:2},{value:"Dependencies",id:"dependencies",level:3},{value:"Fallback Metastore Cache",id:"fallback-metastore-cache",level:3},{value:"Chart Cache Timeout",id:"chart-cache-timeout",level:3},{value:"SQL Lab Query Results",id:"sql-lab-query-results",level:3},{value:"Caching Thumbnails",id:"caching-thumbnails",level:3}],u={toc:c},p="wrapper";function d(e){let{components:t,...n}=e;return(0,r.kt)(p,(0,a.Z)({},u,n,{components:t,mdxType:"MDXLayout"}),(0,r.kt)("h2",{id:"caching"},"Caching"),(0,r.kt)("p",null,"Superset uses ",(0,r.kt)("a",{parentName:"p",href:"https://flask-caching.readthedocs.io/"},"Flask-Caching")," for caching purposes.\nFlask-Caching supports various caching backends, including Redis (recommended), Memcached,\nSimpleCache (in-memory), or the local filesystem.\n",(0,r.kt)("a",{parentName:"p",href:"https://flask-caching.readthedocs.io/en/latest/#custom-cache-backends"},"Custom cache backends"),"\nare also supported."),(0,r.kt)("p",null,"Caching can be configured by providing a dictionaries in\n",(0,r.kt)("inlineCode",{parentName:"p"},"superset_config.py")," that comply with",(0,r.kt)("a",{parentName:"p",href:"https://flask-caching.readthedocs.io/en/latest/#configuring-flask-caching"},"the Flask-Caching config specifications"),"."),(0,r.kt)("p",null,"The following cache configurations can be customized in this way:"),(0,r.kt)("ul",null,(0,r.kt)("li",{parentName:"ul"},"Dashboard filter state (required): ",(0,r.kt)("inlineCode",{parentName:"li"},"FILTER_STATE_CACHE_CONFIG"),"."),(0,r.kt)("li",{parentName:"ul"},"Explore chart form data (required): ",(0,r.kt)("inlineCode",{parentName:"li"},"EXPLORE_FORM_DATA_CACHE_CONFIG")),(0,r.kt)("li",{parentName:"ul"},"Metadata cache (optional): ",(0,r.kt)("inlineCode",{parentName:"li"},"CACHE_CONFIG")),(0,r.kt)("li",{parentName:"ul"},"Charting data queried from datasets (optional): ",(0,r.kt)("inlineCode",{parentName:"li"},"DATA_CACHE_CONFIG"))),(0,r.kt)("p",null,"For example, to configure the filter state cache using redis:"),(0,r.kt)("pre",null,(0,r.kt)("code",{parentName:"pre",className:"language-python"},"FILTER_STATE_CACHE_CONFIG = {\n 'CACHE_TYPE': 'RedisCache',\n 'CACHE_DEFAULT_TIMEOUT': 86400,\n 'CACHE_KEY_PREFIX': 'superset_filter_cache',\n 'CACHE_REDIS_URL': 'redis://localhost:6379/0'\n}\n")),(0,r.kt)("h3",{id:"dependencies"},"Dependencies"),(0,r.kt)("p",null,"In order to use dedicated cache stores, additional python libraries must be installed"),(0,r.kt)("ul",null,(0,r.kt)("li",{parentName:"ul"},"For Redis: we recommend the ",(0,r.kt)("a",{parentName:"li",href:"https://pypi.python.org/pypi/redis"},"redis")," Python package"),(0,r.kt)("li",{parentName:"ul"},"Memcached: we recommend using ",(0,r.kt)("a",{parentName:"li",href:"https://pypi.org/project/pylibmc/"},"pylibmc")," client library as\n",(0,r.kt)("inlineCode",{parentName:"li"},"python-memcached")," does not handle storing binary data correctly.")),(0,r.kt)("p",null,"These libraries can be installed using pip."),(0,r.kt)("h3",{id:"fallback-metastore-cache"},"Fallback Metastore Cache"),(0,r.kt)("p",null,"Note, that some form of Filter State and Explore caching are required. If either of these caches\nare undefined, Superset falls back to using a built-in cache that stores data in the metadata\ndatabase. While it is recommended to use a dedicated cache, the built-in cache can also be used\nto cache other data."),(0,r.kt)("p",null,"For example, to use the built-in cache to store chart data, use the following config:"),(0,r.kt)("pre",null,(0,r.kt)("code",{parentName:"pre",className:"language-python"},'DATA_CACHE_CONFIG = {\n "CACHE_TYPE": "SupersetMetastoreCache",\n "CACHE_KEY_PREFIX": "superset_results", # make sure this string is unique to avoid collisions\n "CACHE_DEFAULT_TIMEOUT": 86400, # 60 seconds * 60 minutes * 24 hours\n}\n')),(0,r.kt)("h3",{id:"chart-cache-timeout"},"Chart Cache Timeout"),(0,r.kt)("p",null,"The cache timeout for charts may be overridden by the settings for an individual chart, dataset, or\ndatabase. Each of these configurations will be checked in order before falling back to the default\nvalue defined in `DATA_CACHE_CONFIG."),(0,r.kt)("p",null,"Note, that by setting the cache timeout to ",(0,r.kt)("inlineCode",{parentName:"p"},"-1"),", caching for charting data can be disabled, either\nper chart, dataset or database, or by default if set in ",(0,r.kt)("inlineCode",{parentName:"p"},"DATA_CACHE_CONFIG"),"."),(0,r.kt)("h3",{id:"sql-lab-query-results"},"SQL Lab Query Results"),(0,r.kt)("p",null,"Caching for SQL Lab query results is used when async queries are enabled and is configured using\n",(0,r.kt)("inlineCode",{parentName:"p"},"RESULTS_BACKEND"),"."),(0,r.kt)("p",null,"Note that this configuration does not use a flask-caching dictionary for its configuration, but\ninstead requires a cachelib object."),(0,r.kt)("p",null,"See ",(0,r.kt)("a",{parentName:"p",href:"/docs/installation/async-queries-celery"},"Async Queries via Celery")," for details."),(0,r.kt)("h3",{id:"caching-thumbnails"},"Caching Thumbnails"),(0,r.kt)("p",null,"This is an optional feature that can be turned on by activating it\u2019s ",(0,r.kt)("a",{parentName:"p",href:"https://superset.apache.org/docs/installation/configuring-superset#feature-flags"},"feature flag")," on config:"),(0,r.kt)("pre",null,(0,r.kt)("code",{parentName:"pre"},'FEATURE_FLAGS = {\n "THUMBNAILS": True,\n "THUMBNAILS_SQLA_LISTENERS": True,\n}\n')),(0,r.kt)("p",null,"By default thumbnails are rendered per user, and will fall back to the Selenium user for anonymous users.\nTo always render thumbnails as a fixed user (",(0,r.kt)("inlineCode",{parentName:"p"},"admin")," in this example), use the following configuration:"),(0,r.kt)("pre",null,(0,r.kt)("code",{parentName:"pre",className:"language-python"},'from superset.tasks.types import ExecutorType\n\nTHUMBNAIL_SELENIUM_USER = "admin"\nTHUMBNAIL_EXECUTE_AS = [ExecutorType.SELENIUM]\n')),(0,r.kt)("p",null,"For this feature you will need a cache system and celery workers. All thumbnails are stored on cache\nand are processed asynchronously by the workers."),(0,r.kt)("p",null,"An example config where images are stored on S3 could be:"),(0,r.kt)("pre",null,(0,r.kt)("code",{parentName:"pre",className:"language-python"},'from flask import Flask\nfrom s3cache.s3cache import S3Cache\n\n...\n\nclass CeleryConfig(object):\n broker_url = "redis://localhost:6379/0"\n imports = (\n "superset.sql_lab",\n "superset.tasks.thumbnails",\n )\n result_backend = "redis://localhost:6379/0"\n worker_prefetch_multiplier = 10\n task_acks_late = True\n\n\nCELERY_CONFIG = CeleryConfig\n\ndef init_thumbnail_cache(app: Flask) -> S3Cache:\n return S3Cache("bucket_name", \'thumbs_cache/\')\n\n\nTHUMBNAIL_CACHE_CONFIG = init_thumbnail_cache\n# Async selenium thumbnail task will use the following user\nTHUMBNAIL_SELENIUM_USER = "Admin"\n')),(0,r.kt)("p",null,"Using the above example cache keys for dashboards will be ",(0,r.kt)("inlineCode",{parentName:"p"},"superset_thumb__dashboard__{ID}"),". You can\noverride the base URL for selenium using:"),(0,r.kt)("pre",null,(0,r.kt)("code",{parentName:"pre"},'WEBDRIVER_BASEURL = "https://superset.company.com"\n')),(0,r.kt)("p",null,"Additional selenium web drive configuration can be set using ",(0,r.kt)("inlineCode",{parentName:"p"},"WEBDRIVER_CONFIGURATION"),". You can\nimplement a custom function to authenticate selenium. The default function uses the ",(0,r.kt)("inlineCode",{parentName:"p"},"flask-login"),"\nsession cookie. Here's an example of a custom function signature:"),(0,r.kt)("pre",null,(0,r.kt)("code",{parentName:"pre",className:"language-python"},'def auth_driver(driver: WebDriver, user: "User") -> WebDriver:\n pass\n')),(0,r.kt)("p",null,"Then on configuration:"),(0,r.kt)("pre",null,(0,r.kt)("code",{parentName:"pre"},"WEBDRIVER_AUTH_FUNC = auth_driver\n")))}d.isMDXComponent=!0},3905:(e,t,n)=>{n.d(t,{Zo:()=>u,kt:()=>m});var a=n(67294);function r(e,t,n){return t in e?Object.defineProperty(e,t,{value:n,enumerable:!0,configurable:!0,writable:!0}):e[t]=n,e}function i(e,t){var n=Object.keys(e);if(Object.getOwnPropertySymbols){var a=Object.getOwnPropertySymbols(e);t&&(a=a.filter((function(t){return Object.getOwnPropertyDescriptor(e,t).enumerable}))),n.push.apply(n,a)}return n}function l(e){for(var t=1;t<arguments.length;t++){var n=null!=arguments[t]?arguments[t]:{};t%2?i(Object(n),!0).forEach((function(t){r(e,t,n[t])})):Object.getOwnPropertyDescriptors?Object.defineProperties(e,Object.getOwnPropertyDescriptors(n)):i(Object(n)).forEach((function(t){Object.defineProperty(e,t,Object.getOwnPropertyDescriptor(n,t))}))}return e}function o(e,t){if(null==e)return{};var n,a,r=function(e,t){if(null==e)return{};var n,a,r={},i=Object.keys(e);for(a=0;a<i.length;a++)n=i[a],t.indexOf(n)>=0||(r[n]=e[n]);return r}(e,t);if(Object.getOwnPropertySymbols){var i=Object.getOwnPropertySymbols(e);for(a=0;a<i.length;a++)n=i[a],t.indexOf(n)>=0||Object.prototype.propertyIsEnumerable.call(e,n)&&(r[n]=e[n])}return r}var s=a.createContext({}),c=function(e){var t=a.useContext(s),n=t;return e&&(n="function"==typeof e?e(t):l(l({},t),e)),n},u=function(e){var t=c(e.components);return a.createElement(s.Provider,{value:t},e.children)},p="mdxType",d={inlineCode:"code",wrapper:function(e){var t=e.children;return a.createElement(a.Fragment,{},t)}},h=a.forwardRef((function(e,t){var n=e.components,r=e.mdxType,i=e.originalType,s=e.parentName,u=o(e,["components","mdxType","originalType","parentName"]),p=c(n),h=r,m=p["".concat(s,".").concat(h)]||p[h]||d[h]||i;return n?a.createElement(m,l(l({ref:t},u),{},{components:n})):a.createElement(m,l({ref:t},u))}));function m(e,t){var n=arguments,r=t&&t.mdxType;if("string"==typeof e||r){var i=n.length,l=new Array(i);l[0]=h;var o={};for(var s in t)hasOwnProperty.call(t,s)&&(o[s]=t[s]);o.originalType=e,o[p]="string"==typeof e?e:r,l[1]=o;for(var c=2;c<i;c++)l[c]=n[c];return a.createElement.apply(null,l)}return a.createElement.apply(null,n)}h.displayName="MDXCreateElement"}}]);
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diff --git a/assets/js/729f57ad.3686ee0b.js b/assets/js/729f57ad.3686ee0b.js
new file mode 100644
index 0000000..2f5a879
--- /dev/null
+++ b/assets/js/729f57ad.3686ee0b.js
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+"use strict";(self.webpackChunkdocs_v_2=self.webpackChunkdocs_v_2||[]).push([[5542],{30837:(e,t,n)=>{n.r(t),n.d(t,{assets:()=>s,contentTitle:()=>i,default:()=>c,frontMatter:()=>l,metadata:()=>o,toc:()=>p});var a=n(83117),r=(n(67294),n(3905));const l={title:"Installing From Scratch",hide_title:!0,sidebar_position:2,version:1},i=void 0,o={unversionedId:"installation/installing-superset-from-scratch",id:"installation/installing-superset-from-scratch",title:"Installing From Scratch",description:"Installing Superset from Scratch",source:"@site/docs/installation/installing-superset-from-scratch.mdx",sourceDirName:"installation",slug:"/installation/installing-superset-from-scratch",permalink:"/docs/installation/installing-superset-from-scratch",draft:!1,editUrl:"https://github.com/apache/superset/tree/master/docs/docs/installation/installing-superset-from-scratch.mdx",tags:[],version:"current",sidebarPosition:2,frontMatter:{title:"Installing From Scratch",hide_title:!0,sidebar_position:2,version:1},sidebar:"tutorialSidebar",previous:{title:"Installing Locally Using Docker Compose",permalink:"/docs/installation/installing-superset-using-docker-compose"},next:{title:"Installing on Kubernetes",permalink:"/docs/installation/running-on-kubernetes"}},s={},p=[{value:"Installing Superset from Scratch",id:"installing-superset-from-scratch",level:2},{value:"OS Dependencies",id:"os-dependencies",level:3},{value:"Python Virtual Environment",id:"python-virtual-environment",level:3},{value:"Installing and Initializing Superset",id:"installing-and-initializing-superset",level:3},{value:"Installing Superset with Helm in Kubernetes",id:"installing-superset-with-helm-in-kubernetes",level:3}],u={toc:p},d="wrapper";function c(e){let{components:t,...n}=e;return(0,r.kt)(d,(0,a.Z)({},u,n,{components:t,mdxType:"MDXLayout"}),(0,r.kt)("h2",{id:"installing-superset-from-scratch"},"Installing Superset from Scratch"),(0,r.kt)("h3",{id:"os-dependencies"},"OS Dependencies"),(0,r.kt)("p",null,"Superset stores database connection information in its metadata database. For that purpose, we use\nthe cryptography Python library to encrypt connection passwords. Unfortunately, this library has OS\nlevel dependencies."),(0,r.kt)("p",null,(0,r.kt)("strong",{parentName:"p"},"Debian and Ubuntu")),(0,r.kt)("p",null,"The following command will ensure that the required dependencies are installed:"),(0,r.kt)("pre",null,(0,r.kt)("code",{parentName:"pre"},"sudo apt-get install build-essential libssl-dev libffi-dev python-dev python-pip libsasl2-dev libldap2-dev default-libmysqlclient-dev\n")),(0,r.kt)("p",null,"In Ubuntu 20.04 the following command will ensure that the required dependencies are installed:"),(0,r.kt)("pre",null,(0,r.kt)("code",{parentName:"pre"},"sudo apt-get install build-essential libssl-dev libffi-dev python3-dev python3-pip libsasl2-dev libldap2-dev default-libmysqlclient-dev\n")),(0,r.kt)("p",null,(0,r.kt)("strong",{parentName:"p"},"Fedora and RHEL-derivative Linux distributions")),(0,r.kt)("p",null,"Install the following packages using the ",(0,r.kt)("inlineCode",{parentName:"p"},"yum")," package manager:"),(0,r.kt)("pre",null,(0,r.kt)("code",{parentName:"pre"},"sudo yum install gcc gcc-c++ libffi-devel python-devel python-pip python-wheel openssl-devel cyrus-sasl-devel openldap-devel\n")),(0,r.kt)("p",null,"In more recent versions of CentOS and Fedora, you may need to install a slightly different set of packages using ",(0,r.kt)("inlineCode",{parentName:"p"},"dnf"),":"),(0,r.kt)("pre",null,(0,r.kt)("code",{parentName:"pre"},"sudo dnf install gcc gcc-c++ libffi-devel python3-devel python3-pip python3-wheel openssl-devel cyrus-sasl-devel openldap-devel\n")),(0,r.kt)("p",null,"Also, on CentOS, you may need to upgrade pip for the install to work:"),(0,r.kt)("pre",null,(0,r.kt)("code",{parentName:"pre"},"pip3 install --upgrade pip\n")),(0,r.kt)("p",null,(0,r.kt)("strong",{parentName:"p"},"Mac OS X")),(0,r.kt)("p",null,"If you're not on the latest version of OS X, we recommend upgrading because we've found that many\nissues people have run into are linked to older versions of Mac OS X. After updating, install the\nlatest version of XCode command line tools:"),(0,r.kt)("pre",null,(0,r.kt)("code",{parentName:"pre"},"xcode-select --install\n")),(0,r.kt)("p",null,"We don't recommend using the system installed Python. Instead, first install the\n",(0,r.kt)("a",{parentName:"p",href:"https://brew.sh/"},"homebrew")," manager and then run the following commands:"),(0,r.kt)("pre",null,(0,r.kt)("code",{parentName:"pre"},"brew install readline pkg-config libffi openssl mysql postgresql@14\n")),(0,r.kt)("p",null,"You should install a recent version of Python. Refer to the ",(0,r.kt)("a",{parentName:"p",href:"https://github.com/apache/superset/blob/master/setup.py"},"setup.py")," file for a list of Python versions officially supported by Superset. We'd recommend using a Python version manager like ",(0,r.kt)("a",{parentName:"p",href:"https://github.com/pyenv/pyenv"},"pyenv")," (and also ",(0,r.kt)("a",{parentName:"p",href:"https://github.com/pyenv/pyenv-virtualenv"},"pyenv-virtualenv"),")."),(0,r.kt)("admonition",{type:"tip"},(0,r.kt)("p",{parentName:"admonition"},"To identify the Python version used by the official docker image, see the ",(0,r.kt)("a",{parentName:"p",href:"https://github.com/apache/superset/blob/master/Dockerfile"},"Dockerfile"),". Additional docker images published for newer versions of Python can be found in ",(0,r.kt)("a",{parentName:"p",href:"https://github.com/apache/superset/blob/master/scripts/docker_build_push.sh"},"this file"),".")),(0,r.kt)("p",null,"Let's also make sure we have the latest version of ",(0,r.kt)("inlineCode",{parentName:"p"},"pip")," and ",(0,r.kt)("inlineCode",{parentName:"p"},"setuptools"),":"),(0,r.kt)("pre",null,(0,r.kt)("code",{parentName:"pre"},"pip install --upgrade setuptools pip\n")),(0,r.kt)("p",null,"Lastly, you may need to set LDFLAGS and CFLAGS for certain Python packages to properly build. You can export these variables with:"),(0,r.kt)("pre",null,(0,r.kt)("code",{parentName:"pre"},'export LDFLAGS="-L$(brew --prefix openssl)/lib"\nexport CFLAGS="-I$(brew --prefix openssl)/include"\n')),(0,r.kt)("p",null,"These will now be available when pip installing requirements."),(0,r.kt)("h3",{id:"python-virtual-environment"},"Python Virtual Environment"),(0,r.kt)("p",null,"We highly recommend installing Superset inside of a virtual environment. Python ships with\n",(0,r.kt)("inlineCode",{parentName:"p"},"virtualenv")," out of the box. If you're using ",(0,r.kt)("a",{parentName:"p",href:"https://github.com/pyenv/pyenv"},"pyenv"),", you can install ",(0,r.kt)("a",{parentName:"p",href:"https://github.com/pyenv/pyenv-virtualenv"},"pyenv-virtualenv"),". Or you can install it with ",(0,r.kt)("inlineCode",{parentName:"p"},"pip"),":"),(0,r.kt)("pre",null,(0,r.kt)("code",{parentName:"pre"},"pip install virtualenv\n")),(0,r.kt)("p",null,"You can create and activate a virtual environment using:"),(0,r.kt)("pre",null,(0,r.kt)("code",{parentName:"pre"},"# virtualenv is shipped in Python 3.6+ as venv instead of pyvenv.\n# See https://docs.python.org/3.6/library/venv.html\npython3 -m venv venv\n. venv/bin/activate\n")),(0,r.kt)("p",null,"Or with pyenv-virtualenv:"),(0,r.kt)("pre",null,(0,r.kt)("code",{parentName:"pre"},"# Here we name the virtual env 'superset'\npyenv virtualenv superset\npyenv activate superset\n")),(0,r.kt)("p",null,"Once you activated your virtual environment, all of the Python packages you install or uninstall\nwill be confined to this environment. You can exit the environment by running ",(0,r.kt)("inlineCode",{parentName:"p"},"deactivate")," on the\ncommand line."),(0,r.kt)("h3",{id:"installing-and-initializing-superset"},"Installing and Initializing Superset"),(0,r.kt)("p",null,"First, start by installing ",(0,r.kt)("inlineCode",{parentName:"p"},"apache-superset"),":"),(0,r.kt)("pre",null,(0,r.kt)("code",{parentName:"pre"},"pip install apache-superset\n")),(0,r.kt)("p",null,"Then, you need to initialize the database:"),(0,r.kt)("pre",null,(0,r.kt)("code",{parentName:"pre"},"superset db upgrade\n")),(0,r.kt)("admonition",{type:"tip"},(0,r.kt)("p",{parentName:"admonition"},"Note that some configuration is mandatory for production instances of Superset. In particular, Superset will not start without a user-specified value of SECRET_KEY. Please see ",(0,r.kt)("a",{parentName:"p",href:"/docs/installation/configuring-superset"},"Configuring Superset"),".")),(0,r.kt)("p",null,"Finish installing by running through the following commands:"),(0,r.kt)("pre",null,(0,r.kt)("code",{parentName:"pre"},"# Create an admin user in your metadata database (use `admin` as username to be able to load the examples)\nexport FLASK_APP=superset\nsuperset fab create-admin\n\n# Load some data to play with\nsuperset load_examples\n\n# Create default roles and permissions\nsuperset init\n\n# To start a development web server on port 8088, use -p to bind to another port\nsuperset run -p 8088 --with-threads --reload --debugger\n")),(0,r.kt)("p",null,"If everything worked, you should be able to navigate to ",(0,r.kt)("inlineCode",{parentName:"p"},"hostname:port")," in your browser (e.g.\nlocally by default at ",(0,r.kt)("inlineCode",{parentName:"p"},"localhost:8088"),") and login using the username and password you created."),(0,r.kt)("h3",{id:"installing-superset-with-helm-in-kubernetes"},"Installing Superset with Helm in Kubernetes"),(0,r.kt)("p",null,"You can install Superset into Kubernetes with ",(0,r.kt)("a",{parentName:"p",href:"https://helm.sh/"},"Helm"),". The chart is located in\nthe ",(0,r.kt)("inlineCode",{parentName:"p"},"helm/")," directory."),(0,r.kt)("p",null,"To install Superset in your Kubernetes cluster with Helm 3, run:"),(0,r.kt)("pre",null,(0,r.kt)("code",{parentName:"pre"},"helm dep up ./helm/superset\nhelm upgrade --install superset ./helm/superset\n")),(0,r.kt)("p",null,"Note that the above command will install Superset into ",(0,r.kt)("inlineCode",{parentName:"p"},"default")," namespace of your Kubernetes\ncluster."))}c.isMDXComponent=!0},3905:(e,t,n)=>{n.d(t,{Zo:()=>u,kt:()=>h});var a=n(67294);function r(e,t,n){return t in e?Object.defineProperty(e,t,{value:n,enumerable:!0,configurable:!0,writable:!0}):e[t]=n,e}function l(e,t){var n=Object.keys(e);if(Object.getOwnPropertySymbols){var a=Object.getOwnPropertySymbols(e);t&&(a=a.filter((function(t){return Object.getOwnPropertyDescriptor(e,t).enumerable}))),n.push.apply(n,a)}return n}function i(e){for(var t=1;t<arguments.length;t++){var n=null!=arguments[t]?arguments[t]:{};t%2?l(Object(n),!0).forEach((function(t){r(e,t,n[t])})):Object.getOwnPropertyDescriptors?Object.defineProperties(e,Object.getOwnPropertyDescriptors(n)):l(Object(n)).forEach((function(t){Object.defineProperty(e,t,Object.getOwnPropertyDescriptor(n,t))}))}return e}function o(e,t){if(null==e)return{};var n,a,r=function(e,t){if(null==e)return{};var n,a,r={},l=Object.keys(e);for(a=0;a<l.length;a++)n=l[a],t.indexOf(n)>=0||(r[n]=e[n]);return r}(e,t);if(Object.getOwnPropertySymbols){var l=Object.getOwnPropertySymbols(e);for(a=0;a<l.length;a++)n=l[a],t.indexOf(n)>=0||Object.prototype.propertyIsEnumerable.call(e,n)&&(r[n]=e[n])}return r}var s=a.createContext({}),p=function(e){var t=a.useContext(s),n=t;return e&&(n="function"==typeof e?e(t):i(i({},t),e)),n},u=function(e){var t=p(e.components);return a.createElement(s.Provider,{value:t},e.children)},d="mdxType",c={inlineCode:"code",wrapper:function(e){var t=e.children;return a.createElement(a.Fragment,{},t)}},m=a.forwardRef((function(e,t){var n=e.components,r=e.mdxType,l=e.originalType,s=e.parentName,u=o(e,["components","mdxType","originalType","parentName"]),d=p(n),m=r,h=d["".concat(s,".").concat(m)]||d[m]||c[m]||l;return n?a.createElement(h,i(i({ref:t},u),{},{components:n})):a.createElement(h,i({ref:t},u))}));function h(e,t){var n=arguments,r=t&&t.mdxType;if("string"==typeof e||r){var l=n.length,i=new Array(l);i[0]=m;var o={};for(var s in t)hasOwnProperty.call(t,s)&&(o[s]=t[s]);o.originalType=e,o[d]="string"==typeof e?e:r,i[1]=o;for(var p=2;p<l;p++)i[p]=n[p];return a.createElement.apply(null,i)}return a.createElement.apply(null,n)}m.displayName="MDXCreateElement"}}]);
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diff --git a/assets/js/729f57ad.cd9957e2.js b/assets/js/729f57ad.cd9957e2.js
deleted file mode 100644
index 75127f1..0000000
--- a/assets/js/729f57ad.cd9957e2.js
+++ /dev/null
@@ -1 +0,0 @@
-"use strict";(self.webpackChunkdocs_v_2=self.webpackChunkdocs_v_2||[]).push([[5542],{30837:(e,t,n)=>{n.r(t),n.d(t,{assets:()=>s,contentTitle:()=>i,default:()=>c,frontMatter:()=>l,metadata:()=>o,toc:()=>p});var a=n(83117),r=(n(67294),n(3905));const l={title:"Installing From Scratch",hide_title:!0,sidebar_position:2,version:1},i=void 0,o={unversionedId:"installation/installing-superset-from-scratch",id:"installation/installing-superset-from-scratch",title:"Installing From Scratch",description:"Installing Superset from Scratch",source:"@site/docs/installation/installing-superset-from-scratch.mdx",sourceDirName:"installation",slug:"/installation/installing-superset-from-scratch",permalink:"/docs/installation/installing-superset-from-scratch",draft:!1,editUrl:"https://github.com/apache/superset/tree/master/docs/docs/installation/installing-superset-from-scratch.mdx",tags:[],version:"current",sidebarPosition:2,frontMatter:{title:"Installing From Scratch",hide_title:!0,sidebar_position:2,version:1},sidebar:"tutorialSidebar",previous:{title:"Installing Locally Using Docker Compose",permalink:"/docs/installation/installing-superset-using-docker-compose"},next:{title:"Installing on Kubernetes",permalink:"/docs/installation/running-on-kubernetes"}},s={},p=[{value:"Installing Superset from Scratch",id:"installing-superset-from-scratch",level:2},{value:"OS Dependencies",id:"os-dependencies",level:3},{value:"Python Virtual Environment",id:"python-virtual-environment",level:3},{value:"Installing and Initializing Superset",id:"installing-and-initializing-superset",level:3},{value:"Installing Superset with Helm in Kubernetes",id:"installing-superset-with-helm-in-kubernetes",level:3}],u={toc:p},d="wrapper";function c(e){let{components:t,...n}=e;return(0,r.kt)(d,(0,a.Z)({},u,n,{components:t,mdxType:"MDXLayout"}),(0,r.kt)("h2",{id:"installing-superset-from-scratch"},"Installing Superset from Scratch"),(0,r.kt)("h3",{id:"os-dependencies"},"OS Dependencies"),(0,r.kt)("p",null,"Superset stores database connection information in its metadata database. For that purpose, we use\nthe cryptography Python library to encrypt connection passwords. Unfortunately, this library has OS\nlevel dependencies."),(0,r.kt)("p",null,(0,r.kt)("strong",{parentName:"p"},"Debian and Ubuntu")),(0,r.kt)("p",null,"The following command will ensure that the required dependencies are installed:"),(0,r.kt)("pre",null,(0,r.kt)("code",{parentName:"pre"},"sudo apt-get install build-essential libssl-dev libffi-dev python-dev python-pip libsasl2-dev libldap2-dev default-libmysqlclient-dev\n")),(0,r.kt)("p",null,"In Ubuntu 20.04 the following command will ensure that the required dependencies are installed:"),(0,r.kt)("pre",null,(0,r.kt)("code",{parentName:"pre"},"sudo apt-get install build-essential libssl-dev libffi-dev python3-dev python3-pip libsasl2-dev libldap2-dev default-libmysqlclient-dev\n")),(0,r.kt)("p",null,(0,r.kt)("strong",{parentName:"p"},"Fedora and RHEL-derivative Linux distributions")),(0,r.kt)("p",null,"Install the following packages using the ",(0,r.kt)("inlineCode",{parentName:"p"},"yum")," package manager:"),(0,r.kt)("pre",null,(0,r.kt)("code",{parentName:"pre"},"sudo yum install gcc gcc-c++ libffi-devel python-devel python-pip python-wheel openssl-devel cyrus-sasl-devel openldap-devel\n")),(0,r.kt)("p",null,"In more recent versions of CentOS and Fedora, you may need to install a slightly different set of packages using ",(0,r.kt)("inlineCode",{parentName:"p"},"dnf"),":"),(0,r.kt)("pre",null,(0,r.kt)("code",{parentName:"pre"},"sudo dnf install gcc gcc-c++ libffi-devel python3-devel python3-pip python3-wheel openssl-devel cyrus-sasl-devel openldap-devel\n")),(0,r.kt)("p",null,"Also, on CentOS, you may need to upgrade pip for the install to work:"),(0,r.kt)("pre",null,(0,r.kt)("code",{parentName:"pre"},"pip3 install --upgrade pip\n")),(0,r.kt)("p",null,(0,r.kt)("strong",{parentName:"p"},"Mac OS X")),(0,r.kt)("p",null,"If you're not on the latest version of OS X, we recommend upgrading because we've found that many\nissues people have run into are linked to older versions of Mac OS X. After updating, install the\nlatest version of XCode command line tools:"),(0,r.kt)("pre",null,(0,r.kt)("code",{parentName:"pre"},"xcode-select --install\n")),(0,r.kt)("p",null,"We don't recommend using the system installed Python. Instead, first install the\n",(0,r.kt)("a",{parentName:"p",href:"https://brew.sh/"},"homebrew")," manager and then run the following commands:"),(0,r.kt)("pre",null,(0,r.kt)("code",{parentName:"pre"},"brew install readline pkg-config libffi openssl mysql postgresql@14\n")),(0,r.kt)("p",null,"You should install a recent version of Python. Refer to the (setup.py file)","[https://github.com/apache/superset/blob/master/setup.py]"," for a list of Python versions officially supported by Superset. We'd recommend using a Python version manager like ",(0,r.kt)("a",{parentName:"p",href:"https://github.com/pyenv/pyenv"},"pyenv")," (and also ",(0,r.kt)("a",{parentName:"p",href:"https://github.com/pyenv/pyenv-virtualenv"},"pyenv-virtualenv"),")."),(0,r.kt)("admonition",{type:"tip"},(0,r.kt)("p",{parentName:"admonition"},"To identify the Python version used by the official docker image, see the ",(0,r.kt)("a",{parentName:"p",href:"https://github.com/apache/superset/blob/master/Dockerfile"},"Dockerfile"),". Additional docker images published for newer versions of Python can be found in ",(0,r.kt)("a",{parentName:"p",href:"https://github.com/apache/superset/blob/master/.github/workflows/docker_build_push.sh"},"this file"),".")),(0,r.kt)("p",null,"Let's also make sure we have the latest version of ",(0,r.kt)("inlineCode",{parentName:"p"},"pip")," and ",(0,r.kt)("inlineCode",{parentName:"p"},"setuptools"),":"),(0,r.kt)("pre",null,(0,r.kt)("code",{parentName:"pre"},"pip install --upgrade setuptools pip\n")),(0,r.kt)("p",null,"Lastly, you may need to set LDFLAGS and CFLAGS for certain Python packages to properly build. You can export these variables with:"),(0,r.kt)("pre",null,(0,r.kt)("code",{parentName:"pre"},'export LDFLAGS="-L$(brew --prefix openssl)/lib"\nexport CFLAGS="-I$(brew --prefix openssl)/include"\n')),(0,r.kt)("p",null,"These will now be available when pip installing requirements."),(0,r.kt)("h3",{id:"python-virtual-environment"},"Python Virtual Environment"),(0,r.kt)("p",null,"We highly recommend installing Superset inside of a virtual environment. Python ships with\n",(0,r.kt)("inlineCode",{parentName:"p"},"virtualenv")," out of the box. If you're using ",(0,r.kt)("a",{parentName:"p",href:"https://github.com/pyenv/pyenv"},"pyenv"),", you can install ",(0,r.kt)("a",{parentName:"p",href:"https://github.com/pyenv/pyenv-virtualenv"},"pyenv-virtualenv"),". Or you can install it with ",(0,r.kt)("inlineCode",{parentName:"p"},"pip"),":"),(0,r.kt)("pre",null,(0,r.kt)("code",{parentName:"pre"},"pip install virtualenv\n")),(0,r.kt)("p",null,"You can create and activate a virtual environment using:"),(0,r.kt)("pre",null,(0,r.kt)("code",{parentName:"pre"},"# virtualenv is shipped in Python 3.6+ as venv instead of pyvenv.\n# See https://docs.python.org/3.6/library/venv.html\npython3 -m venv venv\n. venv/bin/activate\n")),(0,r.kt)("p",null,"Or with pyenv-virtualenv:"),(0,r.kt)("pre",null,(0,r.kt)("code",{parentName:"pre"},"# Here we name the virtual env 'superset'\npyenv virtualenv superset\npyenv activate superset\n")),(0,r.kt)("p",null,"Once you activated your virtual environment, all of the Python packages you install or uninstall\nwill be confined to this environment. You can exit the environment by running ",(0,r.kt)("inlineCode",{parentName:"p"},"deactivate")," on the\ncommand line."),(0,r.kt)("h3",{id:"installing-and-initializing-superset"},"Installing and Initializing Superset"),(0,r.kt)("p",null,"First, start by installing ",(0,r.kt)("inlineCode",{parentName:"p"},"apache-superset"),":"),(0,r.kt)("pre",null,(0,r.kt)("code",{parentName:"pre"},"pip install apache-superset\n")),(0,r.kt)("p",null,"Then, you need to initialize the database:"),(0,r.kt)("pre",null,(0,r.kt)("code",{parentName:"pre"},"superset db upgrade\n")),(0,r.kt)("admonition",{type:"tip"},(0,r.kt)("p",{parentName:"admonition"},"Note that some configuration is mandatory for production instances of Superset. In particular, Superset will not start without a user-specified value of SECRET_KEY. 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Start using Superset"),(0,a.kt)("p",null,"After configuring your fresh instance, head over to ",(0,a.kt)("a",{parentName:"p",href:"http://localhost:8080"},"http://localhost:8080")," and\nlog in with the default created account:"),(0,a.kt)("pre",null,(0,a.kt)("code",{parentName:"pre"},"username: admin\npassword: admin\n")),(0,a.kt)("h4",{id:"-congratulations-superset-is-now-up-and-running-on-your-machine-"},"\ud83c\udf89 Congratulations! Superset is now up and running on your machine! \ud83c\udf89"),(0,a.kt)("h3",{id:"wrapping-up"},"Wrapping Up"),(0,a.kt)("p",null,"Once you're done with Superset, you can stop and remove it just like any other container:"),(0,a.kt)("pre",null,(0,a.kt)("code",{parentName:"pre"},"$ docker container rm -f superset\n")),(0,a.kt)("admonition",{type:"tip"},(0,a.kt)("p",{parentName:"admonition"},"You can use the same container more than once, as Superset will persist data locally. However, make sure to properly stop all\nprocesses by running Docker ",(0,a.kt)("inlineCode",{parentName:"p"},"stop")," command. By doing so, you can avoid data corruption and/or loss of data.")),(0,a.kt)("h2",{id:"whats-next"},"What's next?"),(0,a.kt)("p",null,"From this point on, you can head on to:"),(0,a.kt)("ul",null,(0,a.kt)("li",{parentName:"ul"},(0,a.kt)("a",{parentName:"li",href:"https://superset.apache.org/docs/creating-charts-dashboards/creating-your-first-dashboard"},"Create your first Dashboard")),(0,a.kt)("li",{parentName:"ul"},(0,a.kt)("a",{parentName:"li",href:"https://superset.apache.org/docs/databases/installing-database-drivers"},"Connect to a Database")),(0,a.kt)("li",{parentName:"ul"},(0,a.kt)("a",{parentName:"li",href:"https://superset.apache.org/docs/installation/configuring-superset/"},"Configure Superset"))),(0,a.kt)("p",null,"Or just explore our Documentation!"))}d.isMDXComponent=!0},3905:(e,t,r)=>{r.d(t,{Zo:()=>l,kt:()=>h});var n=r(67294);function a(e,t,r){return t in e?Object.defineProperty(e,t,{value:r,enumerable:!0,configurable:!0,writable:!0}):e[t]=r,e}function o(e,t){var r=Object.keys(e);if(Object.getOwnPropertySymbols){var n=Object.getOwnPropertySymbols(e);t&&(n=n.filter((function(t){return Object.getOwnPropertyDescriptor(e,t).enumerable}))),r.push.apply(r,n)}return r}function s(e){for(var t=1;t<arguments.length;t++){var r=null!=arguments[t]?arguments[t]:{};t%2?o(Object(r),!0).forEach((function(t){a(e,t,r[t])})):Object.getOwnPropertyDescriptors?Object.defineProperties(e,Object.getOwnPropertyDescriptors(r)):o(Object(r)).forEach((function(t){Object.defineProperty(e,t,Object.getOwnPropertyDescriptor(r,t))}))}return e}function i(e,t){if(null==e)return{};var r,n,a=function(e,t){if(null==e)return{};var r,n,a={},o=Object.keys(e);for(n=0;n<o.length;n++)r=o[n],t.indexOf(r)>=0||(a[r]=e[r]);return a}(e,t);if(Object.getOwnPropertySymbols){var o=Object.getOwnPropertySymbols(e);for(n=0;n<o.length;n++)r=o[n],t.indexOf(r)>=0||Object.prototype.propertyIsEnumerable.call(e,r)&&(a[r]=e[r])}return a}var p=n.createContext({}),u=function(e){var t=n.useContext(p),r=t;return e&&(r="function"==typeof e?e(t):s(s({},t),e)),r},l=function(e){var t=u(e.components);return n.createElement(p.Provider,{value:t},e.children)},c="mdxType",d={inlineCode:"code",wrapper:function(e){var t=e.children;return n.createElement(n.Fragment,{},t)}},m=n.forwardRef((function(e,t){var r=e.components,a=e.mdxType,o=e.originalType,p=e.parentName,l=i(e,["components","mdxType","originalType","parentName"]),c=u(r),m=a,h=c["".concat(p,".").concat(m)]||c[m]||d[m]||o;return r?n.createElement(h,s(s({ref:t},l),{},{components:r})):n.createElement(h,s({ref:t},l))}));function h(e,t){var r=arguments,a=t&&t.mdxType;if("string"==typeof e||a){var o=r.length,s=new Array(o);s[0]=m;var i={};for(var p in t)hasOwnProperty.call(t,p)&&(i[p]=t[p]);i.originalType=e,i[c]="string"==typeof e?e:a,s[1]=i;for(var u=2;u<o;u++)s[u]=r[u];return n.createElement.apply(null,s)}return n.createElement.apply(null,r)}m.displayName="MDXCreateElement"}}]);
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-"use strict";(self.webpackChunkdocs_v_2=self.webpackChunkdocs_v_2||[]).push([[5324],{7921:(e,t,n)=>{n.r(t),n.d(t,{assets:()=>l,contentTitle:()=>i,default:()=>u,frontMatter:()=>r,metadata:()=>s,toc:()=>p});var o=n(83117),a=(n(67294),n(3905));const r={title:"Installing Locally Using Docker Compose",hide_title:!0,sidebar_position:1,version:1},i=void 0,s={unversionedId:"installation/installing-superset-using-docker-compose",id:"installation/installing-superset-using-docker-compose",title:"Installing Locally Using Docker Compose",description:"Installing Superset Locally Using Docker Compose",source:"@site/docs/installation/installing-superset-using-docker-compose.mdx",sourceDirName:"installation",slug:"/installation/installing-superset-using-docker-compose",permalink:"/docs/installation/installing-superset-using-docker-compose",draft:!1,editUrl:"https://github.com/apache/superset/tree/master/docs/docs/installation/installing-superset-using-docker-compose.mdx",tags:[],version:"current",sidebarPosition:1,frontMatter:{title:"Installing Locally Using Docker Compose",hide_title:!0,sidebar_position:1,version:1},sidebar:"tutorialSidebar",previous:{title:"Quickstart",permalink:"/docs/quickstart"},next:{title:"Installing From Scratch",permalink:"/docs/installation/installing-superset-from-scratch"}},l={},p=[{value:"Installing Superset Locally Using Docker Compose",id:"installing-superset-locally-using-docker-compose",level:2},{value:"1. Install a Docker Engine and Docker Compose",id:"1-install-a-docker-engine-and-docker-compose",level:3},{value:"2. Clone Superset's GitHub repository",id:"2-clone-supersets-github-repository",level:3},{value:"3. Launch Superset Through Docker Compose",id:"3-launch-superset-through-docker-compose",level:3},{value:"Configuring Docker Compose",id:"configuring-docker-compose",level:4},{value:"4. Log in to Superset",id:"4-log-in-to-superset",level:3},{value:"5. Connecting Superset to your local database instance",id:"5-connecting-superset-to-your-local-database-instance",level:3}],c={toc:p},d="wrapper";function u(e){let{components:t,...n}=e;return(0,a.kt)(d,(0,o.Z)({},c,n,{components:t,mdxType:"MDXLayout"}),(0,a.kt)("h2",{id:"installing-superset-locally-using-docker-compose"},"Installing Superset Locally Using Docker Compose"),(0,a.kt)("p",null,"The fastest way to try Superset locally is using Docker and Docker Compose on a Linux or Mac OSX\ncomputer. Superset does not have official support for Windows, so we have provided a VM workaround\nbelow."),(0,a.kt)("h3",{id:"1-install-a-docker-engine-and-docker-compose"},"1. Install a Docker Engine and Docker Compose"),(0,a.kt)("p",null,(0,a.kt)("strong",{parentName:"p"},"Mac OSX")),(0,a.kt)("p",null,(0,a.kt)("a",{parentName:"p",href:"https://docs.docker.com/docker-for-mac/install/"},"Install Docker for Mac"),", which includes the Docker\nengine and a recent version of ",(0,a.kt)("inlineCode",{parentName:"p"},"docker compose")," out of the box."),(0,a.kt)("p",null,'Once you have Docker for Mac installed, open up the preferences pane for Docker, go to the\n"Resources" section and increase the allocated memory to 6GB. With only the 2GB of RAM allocated by\ndefault, Superset will fail to start.'),(0,a.kt)("p",null,(0,a.kt)("strong",{parentName:"p"},"Linux")),(0,a.kt)("p",null,(0,a.kt)("a",{parentName:"p",href:"https://docs.docker.com/engine/install/"},"Install Docker on Linux")," by following Docker\u2019s\ninstructions for whichever flavor of Linux suits you. Because ",(0,a.kt)("inlineCode",{parentName:"p"},"docker compose")," is not installed as\npart of the base Docker installation on Linux, once you have a working engine, follow the\n",(0,a.kt)("a",{parentName:"p",href:"https://docs.docker.com/compose/install/"},"docker compose installation instructions")," for Linux."),(0,a.kt)("p",null,(0,a.kt)("strong",{parentName:"p"},"Windows")),(0,a.kt)("p",null,"Superset is not officially supported on Windows unfortunately. One option for Windows users to\ntry out Superset locally is to install an Ubuntu Desktop VM via\n",(0,a.kt)("a",{parentName:"p",href:"https://www.virtualbox.org/"},"VirtualBox")," and proceed with the Docker on Linux instructions inside\nof that VM. We recommend assigning at least 8GB of RAM to the virtual machine as well as\nprovisioning a hard drive of at least 40GB, so that there will be enough space for both the OS and\nall of the required dependencies. Docker Desktop ",(0,a.kt)("a",{parentName:"p",href:"https://docs.docker.com/docker-for-windows/wsl/"},"recently added support for Windows Subsystem for Linux (WSL) 2"),", which may be another option."),(0,a.kt)("h3",{id:"2-clone-supersets-github-repository"},"2. Clone Superset's GitHub repository"),(0,a.kt)("p",null,(0,a.kt)("a",{parentName:"p",href:"https://github.com/apache/superset"},"Clone Superset's repo")," in your terminal with the\nfollowing command:"),(0,a.kt)("pre",null,(0,a.kt)("code",{parentName:"pre",className:"language-bash"},"git clone https://github.com/apache/superset.git\n")),(0,a.kt)("p",null,"Once that command completes successfully, you should see a new ",(0,a.kt)("inlineCode",{parentName:"p"},"superset")," folder in your\ncurrent directory."),(0,a.kt)("h3",{id:"3-launch-superset-through-docker-compose"},"3. Launch Superset Through Docker Compose"),(0,a.kt)("p",null,"Navigate to the folder you created in step 1:"),(0,a.kt)("pre",null,(0,a.kt)("code",{parentName:"pre",className:"language-bash"},"cd superset\n")),(0,a.kt)("p",null,"When working on master branch, run the following commands to run ",(0,a.kt)("inlineCode",{parentName:"p"},"development")," mode using ",(0,a.kt)("inlineCode",{parentName:"p"},"docker compose"),":"),(0,a.kt)("pre",null,(0,a.kt)("code",{parentName:"pre",className:"language-bash"},"docker compose up\n")),(0,a.kt)("admonition",{type:"tip"},(0,a.kt)("p",{parentName:"admonition"},"When running in development mode the ",(0,a.kt)("inlineCode",{parentName:"p"},"superset-node")," container needs to finish building assets in order for the UI to render properly. If you would just like to try out Superset without making any code changes follow the steps documented for ",(0,a.kt)("inlineCode",{parentName:"p"},"production")," or a specific version below.")),(0,a.kt)("p",null,"When working on master branch, run the following commands to run ",(0,a.kt)("inlineCode",{parentName:"p"},"production")," mode using ",(0,a.kt)("inlineCode",{parentName:"p"},"docker compose"),":"),(0,a.kt)("pre",null,(0,a.kt)("code",{parentName:"pre",className:"language-bash"},"docker compose -f docker-compose-non-dev.yml pull\ndocker compose -f docker-compose-non-dev.yml up\n")),(0,a.kt)("p",null,"Alternatively, you can also run a specific version of Superset by first checking out\nthe branch/tag, and then starting ",(0,a.kt)("inlineCode",{parentName:"p"},"docker compose")," with the ",(0,a.kt)("inlineCode",{parentName:"p"},"TAG")," variable.\nFor example, to run the 3.0.0 version, run the following commands on Linux-based systems:"),(0,a.kt)("pre",null,(0,a.kt)("code",{parentName:"pre",className:"language-bash"},"git checkout 3.0.0\nTAG=3.0.0 docker compose -f docker-compose-non-dev.yml pull\nTAG=3.0.0 docker compose -f docker-compose-non-dev.yml up\n")),(0,a.kt)("p",null,"If you are using Docker Desktop for Windows then run the following commands:"),(0,a.kt)("pre",null,(0,a.kt)("code",{parentName:"pre",className:"language-bash"},"git checkout 3.0.0\nset TAG=3.0.0\ndocker compose -f docker-compose-non-dev.yml pull\ndocker compose -f docker-compose-non-dev.yml up\n")),(0,a.kt)("admonition",{type:"tip"},(0,a.kt)("p",{parentName:"admonition"},"Note that some configuration is mandatory for production instances of Superset. In particular, Superset will not start without a user-specified value of ",(0,a.kt)("inlineCode",{parentName:"p"},"SECRET_KEY")," in a Superset config file or ",(0,a.kt)("inlineCode",{parentName:"p"},"SUPERSET_SECRET_KEY")," as an ",(0,a.kt)("a",{parentName:"p",href:"https://github.com/apache/superset/blob/master/docker/.env-non-dev"},"environment variable"),". Please see ",(0,a.kt)("a",{parentName:"p",href:"https://superset.apache.org/docs/installation/configuring-superset/"},"Configuring Superset")," for more details.")),(0,a.kt)("admonition",{type:"caution"},(0,a.kt)("p",{parentName:"admonition"},"All of the content belonging to a Superset instance - charts, dashboards, users, etc. - is stored in its metadata database. In production, this database should be backed up.\nThe default installation with docker compose will store that data in a PostgreSQL database contained in a Docker ",(0,a.kt)("a",{parentName:"p",href:"https://docs.docker.com/storage/volumes/"},"volume"),",\nwhich is not backed up. To avoid risking data loss, either use a managed database for your metadata (recommended) or perform your own regular backups by extracting\nand storing the contents of the default PostgreSQL database from its volume (here's an\n",(0,a.kt)("a",{parentName:"p",href:"https://stackoverflow.com/questions/24718706/backup-restore-a-dockerized-postgresql-database"},"example of how to dump and restore"),").")),(0,a.kt)("p",null,"You should see a wall of logging output from the containers being launched on your machine. Once\nthis output slows, you should have a running instance of Superset on your local machine! To\navoid the wall of text on future runs, add the ",(0,a.kt)("inlineCode",{parentName:"p"},"-d")," option to the end of the ",(0,a.kt)("inlineCode",{parentName:"p"},"docker compose up")," command."),(0,a.kt)("h4",{id:"configuring-docker-compose"},"Configuring Docker Compose"),(0,a.kt)("p",null,"The following is for users who want to configure how Superset runs in Docker Compose; otherwise, you can skip to the next section."),(0,a.kt)("p",null,"You can install additional python packages and apply config overrides by following the steps mentioned in ",(0,a.kt)("a",{parentName:"p",href:"https://github.com/apache/superset/tree/master/docker#configuration"},"docker/README.md")),(0,a.kt)("p",null,"You can configure the Docker Compose environment variables for dev and non-dev mode with ",(0,a.kt)("inlineCode",{parentName:"p"},"docker/.env")," and ",(0,a.kt)("inlineCode",{parentName:"p"},"docker/.env-non-dev")," respectively. These environment files set the environment for most containers in the Docker Compose setup, and some variables affect multiple containers and others only single ones."),(0,a.kt)("p",null,"One important variable is ",(0,a.kt)("inlineCode",{parentName:"p"},"SUPERSET_LOAD_EXAMPLES")," which determines whether the ",(0,a.kt)("inlineCode",{parentName:"p"},"superset_init")," container will populate example data and visualizations into the metadata database. These examples are helpful for learning and testing out Superset but unnecessary for experienced users and production deployments. The loading process can sometimes take a few minutes and a good amount of CPU, so you may want to disable it on a resource-constrained device."),(0,a.kt)("admonition",{type:"note"},(0,a.kt)("p",{parentName:"admonition"},"Users often want to connect to other databases from Superset. Currently, the easiest way to do this is to modify the ",(0,a.kt)("inlineCode",{parentName:"p"},"docker-compose-non-dev.yml")," file and add your database as a service that the other services depend on (via ",(0,a.kt)("inlineCode",{parentName:"p"},"x-superset-depends-on"),"). Others have attempted to set ",(0,a.kt)("inlineCode",{parentName:"p"},"network_mode: host")," on the Superset services, but these generally break the installation, because the configuration requires use of the Docker Compose DNS resolver for the service names. If you have a good solution for this, let us know!")),(0,a.kt)("admonition",{type:"note"},(0,a.kt)("p",{parentName:"admonition"},"Superset uses ",(0,a.kt)("a",{parentName:"p",href:"https://about.scarf.sh/scarf-gateway"},"Scarf Gateway")," to collect telemetry data. Knowing the installation counts for different Superset versions informs the project's decisions about patching and long-term support. Scarf purges personally identifiable information (PII) and provides only aggregated statistics."),(0,a.kt)("p",{parentName:"admonition"},"To opt-out of this data collection for packages downloaded through the Scarf Gateway by your docker compose based installation, edit the ",(0,a.kt)("inlineCode",{parentName:"p"},"x-superset-image:")," line in your ",(0,a.kt)("inlineCode",{parentName:"p"},"docker-compose.yml")," and ",(0,a.kt)("inlineCode",{parentName:"p"},"docker-compose-non-dev.yml")," files, replacing ",(0,a.kt)("inlineCode",{parentName:"p"},"apachesuperset.docker.scarf.sh/apache/superset")," with ",(0,a.kt)("inlineCode",{parentName:"p"},"apache/superset")," to pull the image directly from Docker Hub."),(0,a.kt)("p",{parentName:"admonition"},"To disable the Scarf telemetry pixel, set the ",(0,a.kt)("inlineCode",{parentName:"p"},"SCARF_ANALYTICS")," environment variable to ",(0,a.kt)("inlineCode",{parentName:"p"},"False")," in your terminal and/or in your ",(0,a.kt)("inlineCode",{parentName:"p"},"docker/.env")," and ",(0,a.kt)("inlineCode",{parentName:"p"},"docker/.env-non-dev")," files.")),(0,a.kt)("h3",{id:"4-log-in-to-superset"},"4. Log in to Superset"),(0,a.kt)("p",null,"Your local Superset instance also includes a Postgres server to store your data and is already\npre-loaded with some example datasets that ship with Superset. You can access Superset now via your\nweb browser by visiting ",(0,a.kt)("inlineCode",{parentName:"p"},"http://localhost:8088"),". Note that many browsers now default to ",(0,a.kt)("inlineCode",{parentName:"p"},"https")," - if\nyours is one of them, please make sure it uses ",(0,a.kt)("inlineCode",{parentName:"p"},"http"),"."),(0,a.kt)("p",null,"Log in with the default username and password:"),(0,a.kt)("pre",null,(0,a.kt)("code",{parentName:"pre",className:"language-bash"},"username: admin\n")),(0,a.kt)("pre",null,(0,a.kt)("code",{parentName:"pre",className:"language-bash"},"password: admin\n")),(0,a.kt)("h3",{id:"5-connecting-superset-to-your-local-database-instance"},"5. Connecting Superset to your local database instance"),(0,a.kt)("p",null,"When running Superset using ",(0,a.kt)("inlineCode",{parentName:"p"},"docker")," or ",(0,a.kt)("inlineCode",{parentName:"p"},"docker compose")," it runs in its own docker container, as if the Superset was running in a separate machine entirely. Therefore attempts to connect to your local database with the hostname ",(0,a.kt)("inlineCode",{parentName:"p"},"localhost")," won't work as ",(0,a.kt)("inlineCode",{parentName:"p"},"localhost")," refers to the docker container Superset is running in, and not your actual host machine. Fortunately, docker provides an easy way to access network resources in the host machine from inside a container, and we will leverage this capability to connect to our local database instance."),(0,a.kt)("p",null,"Here the instructions are for connecting to postgresql (which is running on your host machine) from Superset (which is running in its docker container). Other databases may have slightly different configurations but gist would be same and boils down to 2 steps -"),(0,a.kt)("ol",null,(0,a.kt)("li",{parentName:"ol"},(0,a.kt)("strong",{parentName:"li"},"(Mac users may skip this step)")," Configuring the local postgresql/database instance to accept public incoming connections. By default, postgresql only allows incoming connections from ",(0,a.kt)("inlineCode",{parentName:"li"},"localhost")," and under Docker, unless you use ",(0,a.kt)("inlineCode",{parentName:"li"},"--network=host"),", ",(0,a.kt)("inlineCode",{parentName:"li"},"localhost")," will refer to different endpoints on the host machine and in a docker container respectively. Allowing postgresql to accept connections from the Docker involves making one-line changes to the files ",(0,a.kt)("inlineCode",{parentName:"li"},"postgresql.conf")," and ",(0,a.kt)("inlineCode",{parentName:"li"},"pg_hba.conf"),"; you can find helpful links tailored to your OS / PG version on the web easily for this task. For Docker it suffices to only whitelist IPs ",(0,a.kt)("inlineCode",{parentName:"li"},"172.0.0.0/8")," instead of ",(0,a.kt)("inlineCode",{parentName:"li"},"*"),", but in any case you are ",(0,a.kt)("em",{parentName:"li"},"warned")," that doing this in a production database ",(0,a.kt)("em",{parentName:"li"},"may")," have disastrous consequences as you are opening your database to the public internet."),(0,a.kt)("li",{parentName:"ol"},"Instead of ",(0,a.kt)("inlineCode",{parentName:"li"},"localhost"),", try using ",(0,a.kt)("inlineCode",{parentName:"li"},"host.docker.internal")," (Mac users, Ubuntu) or ",(0,a.kt)("inlineCode",{parentName:"li"},"172.18.0.1")," (Linux users) as the hostname when attempting to connect to the database. This is a Docker internal detail -- what is happening is that, in Mac systems, Docker Desktop creates a dns entry for the hostname ",(0,a.kt)("inlineCode",{parentName:"li"},"host.docker.internal")," which resolves to the correct address for the host machine, whereas in Linux this is not the case (at least by default). If neither of these 2 hostnames work then you may want to find the exact hostname you want to use, for that you can do ",(0,a.kt)("inlineCode",{parentName:"li"},"ifconfig")," or ",(0,a.kt)("inlineCode",{parentName:"li"},"ip addr show")," and look at the IP address of ",(0,a.kt)("inlineCode",{parentName:"li"},"docker0")," interface that must have been created by Docker for you. Alternately if you don't even see the ",(0,a.kt)("inlineCode",{parentName:"li"},"docker0")," interface try (if needed with sudo) ",(0,a.kt)("inlineCode",{parentName:"li"},"docker network inspect bridge")," and see if there is an entry for ",(0,a.kt)("inlineCode",{parentName:"li"},'"Gateway"')," and note the IP address.")))}u.isMDXComponent=!0},3905:(e,t,n)=>{n.d(t,{Zo:()=>c,kt:()=>h});var o=n(67294);function a(e,t,n){return t in e?Object.defineProperty(e,t,{value:n,enumerable:!0,configurable:!0,writable:!0}):e[t]=n,e}function r(e,t){var n=Object.keys(e);if(Object.getOwnPropertySymbols){var o=Object.getOwnPropertySymbols(e);t&&(o=o.filter((function(t){return Object.getOwnPropertyDescriptor(e,t).enumerable}))),n.push.apply(n,o)}return n}function i(e){for(var t=1;t<arguments.length;t++){var n=null!=arguments[t]?arguments[t]:{};t%2?r(Object(n),!0).forEach((function(t){a(e,t,n[t])})):Object.getOwnPropertyDescriptors?Object.defineProperties(e,Object.getOwnPropertyDescriptors(n)):r(Object(n)).forEach((function(t){Object.defineProperty(e,t,Object.getOwnPropertyDescriptor(n,t))}))}return e}function s(e,t){if(null==e)return{};var n,o,a=function(e,t){if(null==e)return{};var n,o,a={},r=Object.keys(e);for(o=0;o<r.length;o++)n=r[o],t.indexOf(n)>=0||(a[n]=e[n]);return a}(e,t);if(Object.getOwnPropertySymbols){var r=Object.getOwnPropertySymbols(e);for(o=0;o<r.length;o++)n=r[o],t.indexOf(n)>=0||Object.prototype.propertyIsEnumerable.call(e,n)&&(a[n]=e[n])}return a}var l=o.createContext({}),p=function(e){var t=o.useContext(l),n=t;return e&&(n="function"==typeof e?e(t):i(i({},t),e)),n},c=function(e){var t=p(e.components);return o.createElement(l.Provider,{value:t},e.children)},d="mdxType",u={inlineCode:"code",wrapper:function(e){var t=e.children;return o.createElement(o.Fragment,{},t)}},m=o.forwardRef((function(e,t){var n=e.components,a=e.mdxType,r=e.originalType,l=e.parentName,c=s(e,["components","mdxType","originalType","parentName"]),d=p(n),m=a,h=d["".concat(l,".").concat(m)]||d[m]||u[m]||r;return n?o.createElement(h,i(i({ref:t},c),{},{components:n})):o.createElement(h,i({ref:t},c))}));function h(e,t){var n=arguments,a=t&&t.mdxType;if("string"==typeof e||a){var r=n.length,i=new Array(r);i[0]=m;var s={};for(var l in t)hasOwnProperty.call(t,l)&&(s[l]=t[l]);s.originalType=e,s[d]="string"==typeof e?e:a,i[1]=s;for(var p=2;p<r;p++)i[p]=n[p];return o.createElement.apply(null,i)}return o.createElement.apply(null,n)}m.displayName="MDXCreateElement"}}]);
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+"use strict";(self.webpackChunkdocs_v_2=self.webpackChunkdocs_v_2||[]).push([[5324],{7921:(e,t,n)=>{n.r(t),n.d(t,{assets:()=>l,contentTitle:()=>i,default:()=>u,frontMatter:()=>r,metadata:()=>s,toc:()=>p});var o=n(83117),a=(n(67294),n(3905));const r={title:"Installing Locally Using Docker Compose",hide_title:!0,sidebar_position:1,version:1},i=void 0,s={unversionedId:"installation/installing-superset-using-docker-compose",id:"installation/installing-superset-using-docker-compose",title:"Installing Locally Using Docker Compose",description:"Installing Superset Locally Using Docker Compose",source:"@site/docs/installation/installing-superset-using-docker-compose.mdx",sourceDirName:"installation",slug:"/installation/installing-superset-using-docker-compose",permalink:"/docs/installation/installing-superset-using-docker-compose",draft:!1,editUrl:"https://github.com/apache/superset/tree/master/docs/docs/installation/installing-superset-using-docker-compose.mdx",tags:[],version:"current",sidebarPosition:1,frontMatter:{title:"Installing Locally Using Docker Compose",hide_title:!0,sidebar_position:1,version:1},sidebar:"tutorialSidebar",previous:{title:"Quickstart",permalink:"/docs/quickstart"},next:{title:"Installing From Scratch",permalink:"/docs/installation/installing-superset-from-scratch"}},l={},p=[{value:"Installing Superset Locally Using Docker Compose",id:"installing-superset-locally-using-docker-compose",level:2},{value:"1. Install a Docker Engine and Docker Compose",id:"1-install-a-docker-engine-and-docker-compose",level:3},{value:"2. Clone Superset's GitHub repository",id:"2-clone-supersets-github-repository",level:3},{value:"3. Launch Superset Through Docker Compose",id:"3-launch-superset-through-docker-compose",level:3},{value:"Configuring Docker Compose",id:"configuring-docker-compose",level:4},{value:"4. Log in to Superset",id:"4-log-in-to-superset",level:3},{value:"5. Connecting Superset to your local database instance",id:"5-connecting-superset-to-your-local-database-instance",level:3}],c={toc:p},d="wrapper";function u(e){let{components:t,...n}=e;return(0,a.kt)(d,(0,o.Z)({},c,n,{components:t,mdxType:"MDXLayout"}),(0,a.kt)("h2",{id:"installing-superset-locally-using-docker-compose"},"Installing Superset Locally Using Docker Compose"),(0,a.kt)("p",null,"The fastest way to try Superset locally is using Docker and Docker Compose on a Linux or Mac OSX\ncomputer. Superset does not have official support for Windows, so we have provided a VM workaround\nbelow."),(0,a.kt)("h3",{id:"1-install-a-docker-engine-and-docker-compose"},"1. Install a Docker Engine and Docker Compose"),(0,a.kt)("p",null,(0,a.kt)("strong",{parentName:"p"},"Mac OSX")),(0,a.kt)("p",null,(0,a.kt)("a",{parentName:"p",href:"https://docs.docker.com/docker-for-mac/install/"},"Install Docker for Mac"),", which includes the Docker\nengine and a recent version of ",(0,a.kt)("inlineCode",{parentName:"p"},"docker compose")," out of the box."),(0,a.kt)("p",null,'Once you have Docker for Mac installed, open up the preferences pane for Docker, go to the\n"Resources" section and increase the allocated memory to 6GB. With only the 2GB of RAM allocated by\ndefault, Superset will fail to start.'),(0,a.kt)("p",null,(0,a.kt)("strong",{parentName:"p"},"Linux")),(0,a.kt)("p",null,(0,a.kt)("a",{parentName:"p",href:"https://docs.docker.com/engine/install/"},"Install Docker on Linux")," by following Docker\u2019s\ninstructions for whichever flavor of Linux suits you. Because ",(0,a.kt)("inlineCode",{parentName:"p"},"docker compose")," is not installed as\npart of the base Docker installation on Linux, once you have a working engine, follow the\n",(0,a.kt)("a",{parentName:"p",href:"https://docs.docker.com/compose/install/"},"docker compose installation instructions")," for Linux."),(0,a.kt)("p",null,(0,a.kt)("strong",{parentName:"p"},"Windows")),(0,a.kt)("p",null,"Superset is not officially supported on Windows unfortunately. One option for Windows users to\ntry out Superset locally is to install an Ubuntu Desktop VM via\n",(0,a.kt)("a",{parentName:"p",href:"https://www.virtualbox.org/"},"VirtualBox")," and proceed with the Docker on Linux instructions inside\nof that VM. We recommend assigning at least 8GB of RAM to the virtual machine as well as\nprovisioning a hard drive of at least 40GB, so that there will be enough space for both the OS and\nall of the required dependencies. Docker Desktop ",(0,a.kt)("a",{parentName:"p",href:"https://docs.docker.com/docker-for-windows/wsl/"},"recently added support for Windows Subsystem for Linux (WSL) 2"),", which may be another option."),(0,a.kt)("h3",{id:"2-clone-supersets-github-repository"},"2. Clone Superset's GitHub repository"),(0,a.kt)("p",null,(0,a.kt)("a",{parentName:"p",href:"https://github.com/apache/superset"},"Clone Superset's repo")," in your terminal with the\nfollowing command:"),(0,a.kt)("pre",null,(0,a.kt)("code",{parentName:"pre",className:"language-bash"},"git clone https://github.com/apache/superset.git\n")),(0,a.kt)("p",null,"Once that command completes successfully, you should see a new ",(0,a.kt)("inlineCode",{parentName:"p"},"superset")," folder in your\ncurrent directory."),(0,a.kt)("h3",{id:"3-launch-superset-through-docker-compose"},"3. Launch Superset Through Docker Compose"),(0,a.kt)("p",null,"Navigate to the folder you created in step 1:"),(0,a.kt)("pre",null,(0,a.kt)("code",{parentName:"pre",className:"language-bash"},"cd superset\n")),(0,a.kt)("p",null,"When working on master branch, run the following commands to run ",(0,a.kt)("inlineCode",{parentName:"p"},"development")," mode using ",(0,a.kt)("inlineCode",{parentName:"p"},"docker compose"),":"),(0,a.kt)("pre",null,(0,a.kt)("code",{parentName:"pre",className:"language-bash"},"docker compose up\n")),(0,a.kt)("admonition",{type:"tip"},(0,a.kt)("p",{parentName:"admonition"},"When running in development mode the ",(0,a.kt)("inlineCode",{parentName:"p"},"superset-node")," container needs to finish building assets in order for the UI to render properly. If you would just like to try out Superset without making any code changes follow the steps documented for ",(0,a.kt)("inlineCode",{parentName:"p"},"production")," or a specific version below.")),(0,a.kt)("p",null,"When working on master branch, run the following commands to run ",(0,a.kt)("inlineCode",{parentName:"p"},"production")," mode using ",(0,a.kt)("inlineCode",{parentName:"p"},"docker compose"),":"),(0,a.kt)("pre",null,(0,a.kt)("code",{parentName:"pre",className:"language-bash"},"docker compose -f docker-compose-non-dev.yml pull\ndocker compose -f docker-compose-non-dev.yml up\n")),(0,a.kt)("p",null,"Alternatively, you can also run a specific version of Superset by first checking out\nthe branch/tag, and then starting ",(0,a.kt)("inlineCode",{parentName:"p"},"docker compose")," with the ",(0,a.kt)("inlineCode",{parentName:"p"},"TAG")," variable.\nFor example, to run the 3.0.0 version, run the following commands on Linux-based systems:"),(0,a.kt)("pre",null,(0,a.kt)("code",{parentName:"pre",className:"language-bash"},"git checkout 3.0.0\nTAG=3.0.0 docker compose -f docker-compose-non-dev.yml pull\nTAG=3.0.0 docker compose -f docker-compose-non-dev.yml up\n")),(0,a.kt)("p",null,"If you are using Docker Desktop for Windows then run the following commands:"),(0,a.kt)("pre",null,(0,a.kt)("code",{parentName:"pre",className:"language-bash"},"git checkout 3.0.0\nset TAG=3.0.0\ndocker compose -f docker-compose-non-dev.yml pull\ndocker compose -f docker-compose-non-dev.yml up\n")),(0,a.kt)("admonition",{type:"tip"},(0,a.kt)("p",{parentName:"admonition"},"Note that some configuration is mandatory for production instances of Superset. In particular, Superset will not start without a user-specified value of ",(0,a.kt)("inlineCode",{parentName:"p"},"SECRET_KEY")," in a Superset config file or ",(0,a.kt)("inlineCode",{parentName:"p"},"SUPERSET_SECRET_KEY")," as an ",(0,a.kt)("a",{parentName:"p",href:"https://github.com/apache/superset/blob/master/docker/.env-non-dev"},"environment variable"),". Please see ",(0,a.kt)("a",{parentName:"p",href:"/docs/installation/configuring-superset/"},"Configuring Superset")," for more details.")),(0,a.kt)("admonition",{type:"caution"},(0,a.kt)("p",{parentName:"admonition"},"All of the content belonging to a Superset instance - charts, dashboards, users, etc. - is stored in its metadata database. In production, this database should be backed up.\nThe default installation with docker compose will store that data in a PostgreSQL database contained in a Docker ",(0,a.kt)("a",{parentName:"p",href:"https://docs.docker.com/storage/volumes/"},"volume"),",\nwhich is not backed up. To avoid risking data loss, either use a managed database for your metadata (recommended) or perform your own regular backups by extracting\nand storing the contents of the default PostgreSQL database from its volume (here's an\n",(0,a.kt)("a",{parentName:"p",href:"https://stackoverflow.com/questions/24718706/backup-restore-a-dockerized-postgresql-database"},"example of how to dump and restore"),").")),(0,a.kt)("p",null,"You should see a wall of logging output from the containers being launched on your machine. Once\nthis output slows, you should have a running instance of Superset on your local machine! To\navoid the wall of text on future runs, add the ",(0,a.kt)("inlineCode",{parentName:"p"},"-d")," option to the end of the ",(0,a.kt)("inlineCode",{parentName:"p"},"docker compose up")," command."),(0,a.kt)("h4",{id:"configuring-docker-compose"},"Configuring Docker Compose"),(0,a.kt)("p",null,"The following is for users who want to configure how Superset runs in Docker Compose; otherwise, you can skip to the next section."),(0,a.kt)("p",null,"You can install additional python packages and apply config overrides by following the steps mentioned in ",(0,a.kt)("a",{parentName:"p",href:"https://github.com/apache/superset/tree/master/docker#configuration"},"docker/README.md")),(0,a.kt)("p",null,"You can configure the Docker Compose environment variables for dev and non-dev mode with ",(0,a.kt)("inlineCode",{parentName:"p"},"docker/.env")," and ",(0,a.kt)("inlineCode",{parentName:"p"},"docker/.env-non-dev")," respectively. These environment files set the environment for most containers in the Docker Compose setup, and some variables affect multiple containers and others only single ones."),(0,a.kt)("p",null,"One important variable is ",(0,a.kt)("inlineCode",{parentName:"p"},"SUPERSET_LOAD_EXAMPLES")," which determines whether the ",(0,a.kt)("inlineCode",{parentName:"p"},"superset_init")," container will populate example data and visualizations into the metadata database. These examples are helpful for learning and testing out Superset but unnecessary for experienced users and production deployments. The loading process can sometimes take a few minutes and a good amount of CPU, so you may want to disable it on a resource-constrained device."),(0,a.kt)("admonition",{type:"note"},(0,a.kt)("p",{parentName:"admonition"},"Users often want to connect to other databases from Superset. Currently, the easiest way to do this is to modify the ",(0,a.kt)("inlineCode",{parentName:"p"},"docker-compose-non-dev.yml")," file and add your database as a service that the other services depend on (via ",(0,a.kt)("inlineCode",{parentName:"p"},"x-superset-depends-on"),"). Others have attempted to set ",(0,a.kt)("inlineCode",{parentName:"p"},"network_mode: host")," on the Superset services, but these generally break the installation, because the configuration requires use of the Docker Compose DNS resolver for the service names. If you have a good solution for this, let us know!")),(0,a.kt)("admonition",{type:"note"},(0,a.kt)("p",{parentName:"admonition"},"Superset uses ",(0,a.kt)("a",{parentName:"p",href:"https://about.scarf.sh/scarf-gateway"},"Scarf Gateway")," to collect telemetry data. Knowing the installation counts for different Superset versions informs the project's decisions about patching and long-term support. Scarf purges personally identifiable information (PII) and provides only aggregated statistics."),(0,a.kt)("p",{parentName:"admonition"},"To opt-out of this data collection for packages downloaded through the Scarf Gateway by your docker compose based installation, edit the ",(0,a.kt)("inlineCode",{parentName:"p"},"x-superset-image:")," line in your ",(0,a.kt)("inlineCode",{parentName:"p"},"docker-compose.yml")," and ",(0,a.kt)("inlineCode",{parentName:"p"},"docker-compose-non-dev.yml")," files, replacing ",(0,a.kt)("inlineCode",{parentName:"p"},"apachesuperset.docker.scarf.sh/apache/superset")," with ",(0,a.kt)("inlineCode",{parentName:"p"},"apache/superset")," to pull the image directly from Docker Hub."),(0,a.kt)("p",{parentName:"admonition"},"To disable the Scarf telemetry pixel, set the ",(0,a.kt)("inlineCode",{parentName:"p"},"SCARF_ANALYTICS")," environment variable to ",(0,a.kt)("inlineCode",{parentName:"p"},"False")," in your terminal and/or in your ",(0,a.kt)("inlineCode",{parentName:"p"},"docker/.env")," and ",(0,a.kt)("inlineCode",{parentName:"p"},"docker/.env-non-dev")," files.")),(0,a.kt)("h3",{id:"4-log-in-to-superset"},"4. Log in to Superset"),(0,a.kt)("p",null,"Your local Superset instance also includes a Postgres server to store your data and is already\npre-loaded with some example datasets that ship with Superset. You can access Superset now via your\nweb browser by visiting ",(0,a.kt)("inlineCode",{parentName:"p"},"http://localhost:8088"),". Note that many browsers now default to ",(0,a.kt)("inlineCode",{parentName:"p"},"https")," - if\nyours is one of them, please make sure it uses ",(0,a.kt)("inlineCode",{parentName:"p"},"http"),"."),(0,a.kt)("p",null,"Log in with the default username and password:"),(0,a.kt)("pre",null,(0,a.kt)("code",{parentName:"pre",className:"language-bash"},"username: admin\n")),(0,a.kt)("pre",null,(0,a.kt)("code",{parentName:"pre",className:"language-bash"},"password: admin\n")),(0,a.kt)("h3",{id:"5-connecting-superset-to-your-local-database-instance"},"5. Connecting Superset to your local database instance"),(0,a.kt)("p",null,"When running Superset using ",(0,a.kt)("inlineCode",{parentName:"p"},"docker")," or ",(0,a.kt)("inlineCode",{parentName:"p"},"docker compose")," it runs in its own docker container, as if the Superset was running in a separate machine entirely. Therefore attempts to connect to your local database with the hostname ",(0,a.kt)("inlineCode",{parentName:"p"},"localhost")," won't work as ",(0,a.kt)("inlineCode",{parentName:"p"},"localhost")," refers to the docker container Superset is running in, and not your actual host machine. Fortunately, docker provides an easy way to access network resources in the host machine from inside a container, and we will leverage this capability to connect to our local database instance."),(0,a.kt)("p",null,"Here the instructions are for connecting to postgresql (which is running on your host machine) from Superset (which is running in its docker container). Other databases may have slightly different configurations but gist would be same and boils down to 2 steps -"),(0,a.kt)("ol",null,(0,a.kt)("li",{parentName:"ol"},(0,a.kt)("strong",{parentName:"li"},"(Mac users may skip this step)")," Configuring the local postgresql/database instance to accept public incoming connections. By default, postgresql only allows incoming connections from ",(0,a.kt)("inlineCode",{parentName:"li"},"localhost")," and under Docker, unless you use ",(0,a.kt)("inlineCode",{parentName:"li"},"--network=host"),", ",(0,a.kt)("inlineCode",{parentName:"li"},"localhost")," will refer to different endpoints on the host machine and in a docker container respectively. Allowing postgresql to accept connections from the Docker involves making one-line changes to the files ",(0,a.kt)("inlineCode",{parentName:"li"},"postgresql.conf")," and ",(0,a.kt)("inlineCode",{parentName:"li"},"pg_hba.conf"),"; you can find helpful links tailored to your OS / PG version on the web easily for this task. For Docker it suffices to only whitelist IPs ",(0,a.kt)("inlineCode",{parentName:"li"},"172.0.0.0/8")," instead of ",(0,a.kt)("inlineCode",{parentName:"li"},"*"),", but in any case you are ",(0,a.kt)("em",{parentName:"li"},"warned")," that doing this in a production database ",(0,a.kt)("em",{parentName:"li"},"may")," have disastrous consequences as you are opening your database to the public internet."),(0,a.kt)("li",{parentName:"ol"},"Instead of ",(0,a.kt)("inlineCode",{parentName:"li"},"localhost"),", try using ",(0,a.kt)("inlineCode",{parentName:"li"},"host.docker.internal")," (Mac users, Ubuntu) or ",(0,a.kt)("inlineCode",{parentName:"li"},"172.18.0.1")," (Linux users) as the hostname when attempting to connect to the database. This is a Docker internal detail -- what is happening is that, in Mac systems, Docker Desktop creates a dns entry for the hostname ",(0,a.kt)("inlineCode",{parentName:"li"},"host.docker.internal")," which resolves to the correct address for the host machine, whereas in Linux this is not the case (at least by default). If neither of these 2 hostnames work then you may want to find the exact hostname you want to use, for that you can do ",(0,a.kt)("inlineCode",{parentName:"li"},"ifconfig")," or ",(0,a.kt)("inlineCode",{parentName:"li"},"ip addr show")," and look at the IP address of ",(0,a.kt)("inlineCode",{parentName:"li"},"docker0")," interface that must have been created by Docker for you. Alternately if you don't even see the ",(0,a.kt)("inlineCode",{parentName:"li"},"docker0")," interface try (if needed with sudo) ",(0,a.kt)("inlineCode",{parentName:"li"},"docker network inspect bridge")," and see if there is an entry for ",(0,a.kt)("inlineCode",{parentName:"li"},'"Gateway"')," and note the IP address.")))}u.isMDXComponent=!0},3905:(e,t,n)=>{n.d(t,{Zo:()=>c,kt:()=>h});var o=n(67294);function a(e,t,n){return t in e?Object.defineProperty(e,t,{value:n,enumerable:!0,configurable:!0,writable:!0}):e[t]=n,e}function r(e,t){var n=Object.keys(e);if(Object.getOwnPropertySymbols){var o=Object.getOwnPropertySymbols(e);t&&(o=o.filter((function(t){return Object.getOwnPropertyDescriptor(e,t).enumerable}))),n.push.apply(n,o)}return n}function i(e){for(var t=1;t<arguments.length;t++){var n=null!=arguments[t]?arguments[t]:{};t%2?r(Object(n),!0).forEach((function(t){a(e,t,n[t])})):Object.getOwnPropertyDescriptors?Object.defineProperties(e,Object.getOwnPropertyDescriptors(n)):r(Object(n)).forEach((function(t){Object.defineProperty(e,t,Object.getOwnPropertyDescriptor(n,t))}))}return e}function s(e,t){if(null==e)return{};var n,o,a=function(e,t){if(null==e)return{};var n,o,a={},r=Object.keys(e);for(o=0;o<r.length;o++)n=r[o],t.indexOf(n)>=0||(a[n]=e[n]);return a}(e,t);if(Object.getOwnPropertySymbols){var r=Object.getOwnPropertySymbols(e);for(o=0;o<r.length;o++)n=r[o],t.indexOf(n)>=0||Object.prototype.propertyIsEnumerable.call(e,n)&&(a[n]=e[n])}return a}var l=o.createContext({}),p=function(e){var t=o.useContext(l),n=t;return e&&(n="function"==typeof e?e(t):i(i({},t),e)),n},c=function(e){var t=p(e.components);return o.createElement(l.Provider,{value:t},e.children)},d="mdxType",u={inlineCode:"code",wrapper:function(e){var t=e.children;return o.createElement(o.Fragment,{},t)}},m=o.forwardRef((function(e,t){var n=e.components,a=e.mdxType,r=e.originalType,l=e.parentName,c=s(e,["components","mdxType","originalType","parentName"]),d=p(n),m=a,h=d["".concat(l,".").concat(m)]||d[m]||u[m]||r;return n?o.createElement(h,i(i({ref:t},c),{},{components:n})):o.createElement(h,i({ref:t},c))}));function h(e,t){var n=arguments,a=t&&t.mdxType;if("string"==typeof e||a){var r=n.length,i=new Array(r);i[0]=m;var s={};for(var l in t)hasOwnProperty.call(t,l)&&(s[l]=t[l]);s.originalType=e,s[d]="string"==typeof e?e:a,i[1]=s;for(var p=2;p<r;p++)i[p]=n[p];return o.createElement.apply(null,i)}return o.createElement.apply(null,n)}m.displayName="MDXCreateElement"}}]);
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diff --git a/assets/js/b92f705c.7bb9770f.js b/assets/js/b92f705c.7bb9770f.js
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@@ -1 +0,0 @@
-"use strict";(self.webpackChunkdocs_v_2=self.webpackChunkdocs_v_2||[]).push([[7285],{22627:(e,t,a)=>{a.r(t),a.d(t,{assets:()=>l,contentTitle:()=>o,default:()=>c,frontMatter:()=>r,metadata:()=>i,toc:()=>u});var n=a(83117),s=(a(67294),a(3905));const r={title:"Frequently Asked Questions",hide_title:!0,sidebar_position:8},o=void 0,i={unversionedId:"frequently-asked-questions",id:"frequently-asked-questions",title:"Frequently Asked Questions",description:"Frequently Asked Questions",source:"@site/docs/frequently-asked-questions.mdx",sourceDirName:".",slug:"/frequently-asked-questions",permalink:"/docs/frequently-asked-questions",draft:!1,editUrl:"https://github.com/apache/superset/tree/master/docs/docs/frequently-asked-questions.mdx",tags:[],version:"current",sidebarPosition:8,frontMatter:{title:"Frequently Asked Questions",hide_title:!0,sidebar_position:8},sidebar:"tutorialSidebar",previous:{title:"Creating Visualization Plugins",permalink:"/docs/contributing/creating-viz-plugins"},next:{title:"Security",permalink:"/docs/security/"}},l={},u=[{value:"Frequently Asked Questions",id:"frequently-asked-questions",level:2},{value:"How big of a dataset can Superset handle?",id:"how-big-of-a-dataset-can-superset-handle",level:3},{value:"What are the computing specifications required to run Superset?",id:"what-are-the-computing-specifications-required-to-run-superset",level:3},{value:"Can I join / query multiple tables at one time?",id:"can-i-join--query-multiple-tables-at-one-time",level:3},{value:"How do I create my own visualization?",id:"how-do-i-create-my-own-visualization",level:3},{value:"Can I upload and visualize CSV data?",id:"can-i-upload-and-visualize-csv-data",level:3},{value:"Why are my queries timing out?",id:"why-are-my-queries-timing-out",level:3},{value:"Why is the map not visible in the geospatial visualization?",id:"why-is-the-map-not-visible-in-the-geospatial-visualization",level:3},{value:"How to limit the timed refresh on a dashboard?",id:"how-to-limit-the-timed-refresh-on-a-dashboard",level:3},{value:"What if the table schema changed?",id:"what-if-the-table-schema-changed",level:3},{value:"What database engine can I use as a backend for Superset?",id:"what-database-engine-can-i-use-as-a-backend-for-superset",level:3},{value:"How can I configure OAuth authentication and authorization?",id:"how-can-i-configure-oauth-authentication-and-authorization",level:3},{value:"Is there a way to force the dashboard to use specific colors?",id:"is-there-a-way-to-force-the-dashboard-to-use-specific-colors",level:3},{value:"Does Superset work with insert database engine here?",id:"does-superset-work-with-insert-database-engine-here",level:3},{value:"Does Superset offer a public API?",id:"does-superset-offer-a-public-api",level:3},{value:"How can I see usage statistics (e.g., monthly active users)?",id:"how-can-i-see-usage-statistics-eg-monthly-active-users",level:3},{value:"What Does Hours Offset in the Edit Dataset view do?",id:"what-does-hours-offset-in-the-edit-dataset-view-do",level:3},{value:"Does Superset collect any telemetry data?",id:"does-superset-collect-any-telemetry-data",level:3},{value:"Does Superset have an archive panel or trash bin from which a user can recover deleted assets?",id:"does-superset-have-an-archive-panel-or-trash-bin-from-which-a-user-can-recover-deleted-assets",level:3}],d={toc:u},p="wrapper";function c(e){let{components:t,...a}=e;return(0,s.kt)(p,(0,n.Z)({},d,a,{components:t,mdxType:"MDXLayout"}),(0,s.kt)("h2",{id:"frequently-asked-questions"},"Frequently Asked Questions"),(0,s.kt)("h3",{id:"how-big-of-a-dataset-can-superset-handle"},"How big of a dataset can Superset handle?"),(0,s.kt)("p",null,"Superset can work with even gigantic databases! Superset acts as a thin layer above your underlying\ndatabases or data engines, which do all the processing. Superset simply visualizes the results of\nthe query."),(0,s.kt)("p",null,"The key to achieving acceptable performance in Superset is whether your database can execute queries\nand return results at a speed that is acceptable to your users. If you experience slow performance with\nSuperset, benchmark and tune your data warehouse."),(0,s.kt)("h3",{id:"what-are-the-computing-specifications-required-to-run-superset"},"What are the computing specifications required to run Superset?"),(0,s.kt)("p",null,"The specs of your Superset installation depend on how many users you have and what their activity is, not\non the size of your data. Superset admins in the community have reported 8GB RAM, 2vCPUs as adequate to\nrun a moderately-sized instance. To develop Superset, e.g., compile code or build images, you may\nneed more power."),(0,s.kt)("p",null,"Monitor your resource usage and increase or decrease as needed. Note that Superset usage has a tendency\nto occur in spikes, e.g., if everyone in a meeting loads the same dashboard at once."),(0,s.kt)("p",null,"Superset's application metadata does not require a very large database to store it, though\nthe log file grows over time."),(0,s.kt)("h3",{id:"can-i-join--query-multiple-tables-at-one-time"},"Can I join / query multiple tables at one time?"),(0,s.kt)("p",null,"Not in the Explore or Visualization UI. A Superset SQLAlchemy datasource can only be a single table\nor a view."),(0,s.kt)("p",null,"When working with tables, the solution would be to create a table that contains all the fields\nneeded for your analysis, most likely through some scheduled batch process."),(0,s.kt)("p",null,"A view is a simple logical layer that abstracts an arbitrary SQL queries as a virtual table. This can\nallow you to join and union multiple tables and to apply some transformation using arbitrary SQL\nexpressions. The limitation there is your database performance, as Superset effectively will run a\nquery on top of your query (view). A good practice may be to limit yourself to joining your main\nlarge table to one or many small tables only, and avoid using ",(0,s.kt)("em",{parentName:"p"},"GROUP BY")," where possible as Superset\nwill do its own ",(0,s.kt)("em",{parentName:"p"},"GROUP BY")," and doing the work twice might slow down performance."),(0,s.kt)("p",null,"Whether you use a table or a view, performance depends on how fast your database can deliver\nthe result to users interacting with Superset."),(0,s.kt)("p",null,"However, if you are using SQL Lab, there is no such limitation. You can write SQL queries to join\nmultiple tables as long as your database account has access to the tables."),(0,s.kt)("h3",{id:"how-do-i-create-my-own-visualization"},"How do I create my own visualization?"),(0,s.kt)("p",null,"We recommend reading the instructions in\n",(0,s.kt)("a",{parentName:"p",href:"/docs/contributing/creating-viz-plugins"},"Creating Visualization Plugins"),"."),(0,s.kt)("h3",{id:"can-i-upload-and-visualize-csv-data"},"Can I upload and visualize CSV data?"),(0,s.kt)("p",null,"Absolutely! Read the instructions ",(0,s.kt)("a",{parentName:"p",href:"/docs/creating-charts-dashboards/exploring-data"},"here")," to learn\nhow to enable and use CSV upload."),(0,s.kt)("h3",{id:"why-are-my-queries-timing-out"},"Why are my queries timing out?"),(0,s.kt)("p",null,"There are many reasons may cause long query timing out."),(0,s.kt)("p",null,"For running long query from Sql Lab, by default Superset allows it run as long as 6 hours before it\nbeing killed by celery. If you want to increase the time for running query, you can specify the\ntimeout in configuration. For example:"),(0,s.kt)("pre",null,(0,s.kt)("code",{parentName:"pre"},"SQLLAB_ASYNC_TIME_LIMIT_SEC = 60 * 60 * 6\n")),(0,s.kt)("p",null,"If you are seeing timeouts (504 Gateway Time-out) when loading dashboard or explore slice, you are\nprobably behind gateway or proxy server (such as Nginx). If it did not receive a timely response\nfrom Superset server (which is processing long queries), these web servers will send 504 status code\nto clients directly. Superset has a client-side timeout limit to address this issue. If query didn\u2019t\ncome back within client-side timeout (60 seconds by default), Superset will display warning message\nto avoid gateway timeout message. If you have a longer gateway timeout limit, you can change the\ntimeout settings in ",(0,s.kt)("strong",{parentName:"p"},"superset_config.py"),":"),(0,s.kt)("pre",null,(0,s.kt)("code",{parentName:"pre"},"SUPERSET_WEBSERVER_TIMEOUT = 60\n")),(0,s.kt)("h3",{id:"why-is-the-map-not-visible-in-the-geospatial-visualization"},"Why is the map not visible in the geospatial visualization?"),(0,s.kt)("p",null,"You need to register a free account at ",(0,s.kt)("a",{parentName:"p",href:"https://www.mapbox.com"},"Mapbox.com"),", obtain an API key, and add it\nto ",(0,s.kt)("strong",{parentName:"p"},".env")," and ",(0,s.kt)("strong",{parentName:"p"},".env-non-dev")," at the key MAPBOX_API_KEY:"),(0,s.kt)("pre",null,(0,s.kt)("code",{parentName:"pre"},'MAPBOX_API_KEY = "longstringofalphanumer1c"\n')),(0,s.kt)("h3",{id:"how-to-limit-the-timed-refresh-on-a-dashboard"},"How to limit the timed refresh on a dashboard?"),(0,s.kt)("p",null,"By default, the dashboard timed refresh feature allows you to automatically re-query every slice on\na dashboard according to a set schedule. Sometimes, however, you won\u2019t want all of the slices to be\nrefreshed - especially if some data is slow moving, or run heavy queries. To exclude specific slices\nfrom the timed refresh process, add the ",(0,s.kt)("inlineCode",{parentName:"p"},"timed_refresh_immune_slices")," key to the dashboard JSON\nMetadata field:"),(0,s.kt)("pre",null,(0,s.kt)("code",{parentName:"pre"},'{\n "filter_immune_slices": [],\n "expanded_slices": {},\n "filter_immune_slice_fields": {},\n "timed_refresh_immune_slices": [324]\n}\n')),(0,s.kt)("p",null,"In the example above, if a timed refresh is set for the dashboard, then every slice except 324 will\nbe automatically re-queried on schedule."),(0,s.kt)("p",null,"Slice refresh will also be staggered over the specified period. You can turn off this staggering by\nsetting the ",(0,s.kt)("inlineCode",{parentName:"p"},"stagger_refresh")," to false and modify the stagger period by setting ",(0,s.kt)("inlineCode",{parentName:"p"},"stagger_time")," to a\nvalue in milliseconds in the JSON Metadata field:"),(0,s.kt)("pre",null,(0,s.kt)("code",{parentName:"pre"},'{\n "stagger_refresh": false,\n "stagger_time": 2500\n}\n')),(0,s.kt)("p",null,"Here, the entire dashboard will refresh at once if periodic refresh is on. The stagger time of 2.5\nseconds is ignored."),(0,s.kt)("p",null,(0,s.kt)("strong",{parentName:"p"},"Why does \u2018flask fab\u2019 or superset freezed/hung/not responding when started (my home directory is\nNFS mounted)?")),(0,s.kt)("p",null,"By default, Superset creates and uses an SQLite database at ",(0,s.kt)("inlineCode",{parentName:"p"},"~/.superset/superset.db"),". SQLite is\nknown to ",(0,s.kt)("a",{parentName:"p",href:"https://www.sqlite.org/lockingv3.html"},"not work well if used on NFS")," due to broken file\nlocking implementation on NFS."),(0,s.kt)("p",null,"You can override this path using the ",(0,s.kt)("strong",{parentName:"p"},"SUPERSET_HOME")," environment variable."),(0,s.kt)("p",null,"Another workaround is to change where superset stores the sqlite database by adding the following in\n",(0,s.kt)("inlineCode",{parentName:"p"},"superset_config.py"),":"),(0,s.kt)("pre",null,(0,s.kt)("code",{parentName:"pre"},"SQLALCHEMY_DATABASE_URI = 'sqlite:////new/location/superset.db?check_same_thread=false'\n")),(0,s.kt)("p",null,"You can read more about customizing Superset using the configuration file\n",(0,s.kt)("a",{parentName:"p",href:"/docs/installation/configuring-superset"},"here"),"."),(0,s.kt)("h3",{id:"what-if-the-table-schema-changed"},"What if the table schema changed?"),(0,s.kt)("p",null,"Table schemas evolve, and Superset needs to reflect that. It\u2019s pretty common in the life cycle of a\ndashboard to want to add a new dimension or metric. To get Superset to discover your new columns,\nall you have to do is to go to ",(0,s.kt)("strong",{parentName:"p"},"Data -> Datasets"),", click the edit icon next to the dataset\nwhose schema has changed, and hit ",(0,s.kt)("strong",{parentName:"p"},"Sync columns from source")," from the ",(0,s.kt)("strong",{parentName:"p"},"Columns")," tab.\nBehind the scene, the new columns will get merged. Following this, you may want to re-edit the\ntable afterwards to configure the Columns tab, check the appropriate boxes and save again."),(0,s.kt)("h3",{id:"what-database-engine-can-i-use-as-a-backend-for-superset"},"What database engine can I use as a backend for Superset?"),(0,s.kt)("p",null,"To clarify, the database backend is an OLTP database used by Superset to store its internal\ninformation like your list of users and dashboard definitions. While Superset supports a\n",(0,s.kt)("a",{parentName:"p",href:"https://superset.apache.org/docs/databases/installing-database-drivers/"},"variety of databases as data ",(0,s.kt)("em",{parentName:"a"},"sources")),",\nonly a few database engines are supported for use as the OLTP backend / metadata store."),(0,s.kt)("p",null,"Superset is tested using MySQL, PostgreSQL, and SQLite backends. It\u2019s recommended you install\nSuperset on one of these database servers for production. Installation on other OLTP databases\nmay work but isn\u2019t tested. It has been reported that ",(0,s.kt)("a",{parentName:"p",href:"https://github.com/apache/superset/issues/18961"},"Microsoft SQL Server does ",(0,s.kt)("em",{parentName:"a"},"not"),"\nwork as a Superset backend"),". Column-store,\nnon-OLTP databases are not designed for this type of workload."),(0,s.kt)("h3",{id:"how-can-i-configure-oauth-authentication-and-authorization"},"How can I configure OAuth authentication and authorization?"),(0,s.kt)("p",null,"You can take a look at this Flask-AppBuilder\n",(0,s.kt)("a",{parentName:"p",href:"https://github.com/dpgaspar/Flask-AppBuilder/blob/master/examples/oauth/config.py"},"configuration example"),"."),(0,s.kt)("h3",{id:"is-there-a-way-to-force-the-dashboard-to-use-specific-colors"},"Is there a way to force the dashboard to use specific colors?"),(0,s.kt)("p",null,"It is possible on a per-dashboard basis by providing a mapping of labels to colors in the JSON\nMetadata attribute using the ",(0,s.kt)("inlineCode",{parentName:"p"},"label_colors")," key."),(0,s.kt)("pre",null,(0,s.kt)("code",{parentName:"pre"},'{\n "label_colors": {\n "Girls": "#FF69B4",\n "Boys": "#ADD8E6"\n }\n}\n')),(0,s.kt)("h3",{id:"does-superset-work-with-insert-database-engine-here"},"Does Superset work with ","[insert database engine here]","?"),(0,s.kt)("p",null,"The ",(0,s.kt)("a",{parentName:"p",href:"/docs/databases/installing-database-drivers"},"Connecting to Databases section")," provides the best\noverview for supported databases. Database engines not listed on that page may work too. We rely on\nthe community to contribute to this knowledge base."),(0,s.kt)("p",null,"For a database engine to be supported in Superset through the SQLAlchemy connector, it requires\nhaving a Python compliant ",(0,s.kt)("a",{parentName:"p",href:"https://docs.sqlalchemy.org/en/13/dialects/"},"SQLAlchemy dialect")," as well\nas a ",(0,s.kt)("a",{parentName:"p",href:"https://www.python.org/dev/peps/pep-0249/"},"DBAPI driver")," defined. Database that have limited\nSQL support may work as well. For instance it\u2019s possible to connect to Druid through the SQLAlchemy\nconnector even though Druid does not support joins and subqueries. Another key element for a\ndatabase to be supported is through the Superset Database Engine Specification interface. This\ninterface allows for defining database-specific configurations and logic that go beyond the\nSQLAlchemy and DBAPI scope. This includes features like:"),(0,s.kt)("ul",null,(0,s.kt)("li",{parentName:"ul"},"date-related SQL function that allow Superset to fetch different time granularities when running\ntime-series queries"),(0,s.kt)("li",{parentName:"ul"},"whether the engine supports subqueries. If false, Superset may run 2-phase queries to compensate\nfor the limitation"),(0,s.kt)("li",{parentName:"ul"},"methods around processing logs and inferring the percentage of completion of a query"),(0,s.kt)("li",{parentName:"ul"},"technicalities as to how to handle cursors and connections if the driver is not standard DBAPI")),(0,s.kt)("p",null,"Beyond the SQLAlchemy connector, it\u2019s also possible, though much more involved, to extend Superset\nand write your own connector. The only example of this at the moment is the Druid connector, which\nis getting superseded by Druid\u2019s growing SQL support and the recent availability of a DBAPI and\nSQLAlchemy driver. If the database you are considering integrating has any kind of of SQL support,\nit\u2019s probably preferable to go the SQLAlchemy route. Note that for a native connector to be possible\nthe database needs to have support for running OLAP-type queries and should be able to do things that\nare typical in basic SQL:"),(0,s.kt)("ul",null,(0,s.kt)("li",{parentName:"ul"},"aggregate data"),(0,s.kt)("li",{parentName:"ul"},"apply filters"),(0,s.kt)("li",{parentName:"ul"},"apply HAVING-type filters"),(0,s.kt)("li",{parentName:"ul"},"be schema-aware, expose columns and types")),(0,s.kt)("h3",{id:"does-superset-offer-a-public-api"},"Does Superset offer a public API?"),(0,s.kt)("p",null,"Yes, a public REST API, and the surface of that API formal is expanding steadily. You can read more about this API and\ninteract with it using Swagger ",(0,s.kt)("a",{parentName:"p",href:"/docs/api"},"here"),"."),(0,s.kt)("p",null,"Some of the\noriginal vision for the collection of endpoints under ",(0,s.kt)("strong",{parentName:"p"},"/api/v1")," was originally specified in\n",(0,s.kt)("a",{parentName:"p",href:"https://github.com/apache/superset/issues/7259"},"SIP-17")," and constant progress has been\nmade to cover more and more use cases."),(0,s.kt)("p",null,"The API available is documented using ",(0,s.kt)("a",{parentName:"p",href:"https://swagger.io/"},"Swagger")," and the documentation can be\nmade available under ",(0,s.kt)("strong",{parentName:"p"},"/swagger/v1")," by enabling the following flag in ",(0,s.kt)("inlineCode",{parentName:"p"},"superset_config.py"),":"),(0,s.kt)("pre",null,(0,s.kt)("code",{parentName:"pre"},"FAB_API_SWAGGER_UI = True\n")),(0,s.kt)("p",null,"There are other undocumented ","[private]"," ways to interact with Superset programmatically that offer no\nguarantees and are not recommended but may fit your use case temporarily:"),(0,s.kt)("ul",null,(0,s.kt)("li",{parentName:"ul"},"using the ORM (SQLAlchemy) directly"),(0,s.kt)("li",{parentName:"ul"},"using the internal FAB ModelView API (to be deprecated in Superset)"),(0,s.kt)("li",{parentName:"ul"},"altering the source code in your fork")),(0,s.kt)("h3",{id:"how-can-i-see-usage-statistics-eg-monthly-active-users"},"How can I see usage statistics (e.g., monthly active users)?"),(0,s.kt)("p",null,"This functionality is not included with Superset, but you can extract and analyze Superset's application\nmetadata to see what actions have occurred. By default, user activities are logged in the ",(0,s.kt)("inlineCode",{parentName:"p"},"logs")," table\nin Superset's metadata database. One company has published a write-up of ",(0,s.kt)("a",{parentName:"p",href:"https://engineering.hometogo.com/monitor-superset-usage-via-superset-c7f9fba79525"},"how they analyzed Superset\nusage, including example queries"),"."),(0,s.kt)("h3",{id:"what-does-hours-offset-in-the-edit-dataset-view-do"},"What Does Hours Offset in the Edit Dataset view do?"),(0,s.kt)("p",null,"In the Edit Dataset view, you can specify a time offset. This field lets you configure the\nnumber of hours to be added or subtracted from the time column.\nThis can be used, for example, to convert UTC time to local time."),(0,s.kt)("h3",{id:"does-superset-collect-any-telemetry-data"},"Does Superset collect any telemetry data?"),(0,s.kt)("p",null,"Superset uses ",(0,s.kt)("a",{parentName:"p",href:"https://about.scarf.sh/"},"Scarf")," by default to collect basic telemetry data upon installing and/or running Superset. This data helps the maintainers of Superset better understand which versions of Superset are being used, in order to prioritize patch/minor releases and security fixes.\nWe use the ",(0,s.kt)("a",{parentName:"p",href:"https://docs.scarf.sh/gateway/"},"Scarf Gateway")," to sit in front of container registries, the ",(0,s.kt)("a",{parentName:"p",href:"https://about.scarf.sh/package-sdks"},"scarf-js")," package to track ",(0,s.kt)("inlineCode",{parentName:"p"},"npm")," installations, and a Scarf pixel to gather anonymous analytics on Superset page views.\nScarf purges PII and provides aggregated statistics. Superset users can easily opt out of analytics in various ways documented ",(0,s.kt)("a",{parentName:"p",href:"https://docs.scarf.sh/gateway/#do-not-track"},"here")," and ",(0,s.kt)("a",{parentName:"p",href:"https://docs.scarf.sh/package-analytics/#as-a-user-of-a-package-using-scarf-js-how-can-i-opt-out-of-analytics"},"here"),".\nSuperset maintainers can also opt out of telemetry data collection by setting the ",(0,s.kt)("inlineCode",{parentName:"p"},"SCARF_ANALYTICS")," environment variable to ",(0,s.kt)("inlineCode",{parentName:"p"},"false")," in the Superset container (or anywhere Superset/webpack are run).\nAdditional opt-out instructions for Docker users are available on the ",(0,s.kt)("a",{parentName:"p",href:"https://superset.apache.org/docs/installation/installing-superset-using-docker-compose"},"Docker Installation")," page."),(0,s.kt)("h3",{id:"does-superset-have-an-archive-panel-or-trash-bin-from-which-a-user-can-recover-deleted-assets"},"Does Superset have an archive panel or trash bin from which a user can recover deleted assets?"),(0,s.kt)("p",null,"No. Currently, there is no way to recover a deleted Superset dashboard/chart/dataset/database from the UI. However, there is an ",(0,s.kt)("a",{parentName:"p",href:"https://github.com/apache/superset/discussions/18386"},"ongoing discussion")," about implementing such a feature."),(0,s.kt)("p",null,"Hence, it is recommended to take periodic backups of the metadata database. For recovery, you can launch a recovery instance of a Superset server with the backed-up copy of the DB attached and use the Export Dashboard button in the Superset UI (or the ",(0,s.kt)("inlineCode",{parentName:"p"},"superset export-dashboards")," CLI command). Then, take the .zip file and import it into the current Superset instance."),(0,s.kt)("p",null,"Alternatively, you can programmatically take regular exports of the assets as a backup."))}c.isMDXComponent=!0},3905:(e,t,a)=>{a.d(t,{Zo:()=>d,kt:()=>m});var n=a(67294);function s(e,t,a){return t in e?Object.defineProperty(e,t,{value:a,enumerable:!0,configurable:!0,writable:!0}):e[t]=a,e}function r(e,t){var a=Object.keys(e);if(Object.getOwnPropertySymbols){var n=Object.getOwnPropertySymbols(e);t&&(n=n.filter((function(t){return Object.getOwnPropertyDescriptor(e,t).enumerable}))),a.push.apply(a,n)}return a}function o(e){for(var t=1;t<arguments.length;t++){var a=null!=arguments[t]?arguments[t]:{};t%2?r(Object(a),!0).forEach((function(t){s(e,t,a[t])})):Object.getOwnPropertyDescriptors?Object.defineProperties(e,Object.getOwnPropertyDescriptors(a)):r(Object(a)).forEach((function(t){Object.defineProperty(e,t,Object.getOwnPropertyDescriptor(a,t))}))}return e}function i(e,t){if(null==e)return{};var a,n,s=function(e,t){if(null==e)return{};var a,n,s={},r=Object.keys(e);for(n=0;n<r.length;n++)a=r[n],t.indexOf(a)>=0||(s[a]=e[a]);return s}(e,t);if(Object.getOwnPropertySymbols){var r=Object.getOwnPropertySymbols(e);for(n=0;n<r.length;n++)a=r[n],t.indexOf(a)>=0||Object.prototype.propertyIsEnumerable.call(e,a)&&(s[a]=e[a])}return s}var l=n.createContext({}),u=function(e){var t=n.useContext(l),a=t;return e&&(a="function"==typeof e?e(t):o(o({},t),e)),a},d=function(e){var t=u(e.components);return n.createElement(l.Provider,{value:t},e.children)},p="mdxType",c={inlineCode:"code",wrapper:function(e){var t=e.children;return n.createElement(n.Fragment,{},t)}},h=n.forwardRef((function(e,t){var a=e.components,s=e.mdxType,r=e.originalType,l=e.parentName,d=i(e,["components","mdxType","originalType","parentName"]),p=u(a),h=s,m=p["".concat(l,".").concat(h)]||p[h]||c[h]||r;return a?n.createElement(m,o(o({ref:t},d),{},{components:a})):n.createElement(m,o({ref:t},d))}));function m(e,t){var a=arguments,s=t&&t.mdxType;if("string"==typeof e||s){var r=a.length,o=new Array(r);o[0]=h;var i={};for(var l in t)hasOwnProperty.call(t,l)&&(i[l]=t[l]);i.originalType=e,i[p]="string"==typeof e?e:s,o[1]=i;for(var u=2;u<r;u++)o[u]=a[u];return n.createElement.apply(null,o)}return n.createElement.apply(null,a)}h.displayName="MDXCreateElement"}}]);
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+"use strict";(self.webpackChunkdocs_v_2=self.webpackChunkdocs_v_2||[]).push([[7285],{22627:(e,t,a)=>{a.r(t),a.d(t,{assets:()=>l,contentTitle:()=>o,default:()=>c,frontMatter:()=>r,metadata:()=>i,toc:()=>u});var n=a(83117),s=(a(67294),a(3905));const r={title:"Frequently Asked Questions",hide_title:!0,sidebar_position:8},o=void 0,i={unversionedId:"frequently-asked-questions",id:"frequently-asked-questions",title:"Frequently Asked Questions",description:"Frequently Asked Questions",source:"@site/docs/frequently-asked-questions.mdx",sourceDirName:".",slug:"/frequently-asked-questions",permalink:"/docs/frequently-asked-questions",draft:!1,editUrl:"https://github.com/apache/superset/tree/master/docs/docs/frequently-asked-questions.mdx",tags:[],version:"current",sidebarPosition:8,frontMatter:{title:"Frequently Asked Questions",hide_title:!0,sidebar_position:8},sidebar:"tutorialSidebar",previous:{title:"Creating Visualization Plugins",permalink:"/docs/contributing/creating-viz-plugins"},next:{title:"Security",permalink:"/docs/security/"}},l={},u=[{value:"Frequently Asked Questions",id:"frequently-asked-questions",level:2},{value:"How big of a dataset can Superset handle?",id:"how-big-of-a-dataset-can-superset-handle",level:3},{value:"What are the computing specifications required to run Superset?",id:"what-are-the-computing-specifications-required-to-run-superset",level:3},{value:"Can I join / query multiple tables at one time?",id:"can-i-join--query-multiple-tables-at-one-time",level:3},{value:"How do I create my own visualization?",id:"how-do-i-create-my-own-visualization",level:3},{value:"Can I upload and visualize CSV data?",id:"can-i-upload-and-visualize-csv-data",level:3},{value:"Why are my queries timing out?",id:"why-are-my-queries-timing-out",level:3},{value:"Why is the map not visible in the geospatial visualization?",id:"why-is-the-map-not-visible-in-the-geospatial-visualization",level:3},{value:"How to limit the timed refresh on a dashboard?",id:"how-to-limit-the-timed-refresh-on-a-dashboard",level:3},{value:"What if the table schema changed?",id:"what-if-the-table-schema-changed",level:3},{value:"What database engine can I use as a backend for Superset?",id:"what-database-engine-can-i-use-as-a-backend-for-superset",level:3},{value:"How can I configure OAuth authentication and authorization?",id:"how-can-i-configure-oauth-authentication-and-authorization",level:3},{value:"Is there a way to force the dashboard to use specific colors?",id:"is-there-a-way-to-force-the-dashboard-to-use-specific-colors",level:3},{value:"Does Superset work with insert database engine here?",id:"does-superset-work-with-insert-database-engine-here",level:3},{value:"Does Superset offer a public API?",id:"does-superset-offer-a-public-api",level:3},{value:"How can I see usage statistics (e.g., monthly active users)?",id:"how-can-i-see-usage-statistics-eg-monthly-active-users",level:3},{value:"What Does Hours Offset in the Edit Dataset view do?",id:"what-does-hours-offset-in-the-edit-dataset-view-do",level:3},{value:"Does Superset collect any telemetry data?",id:"does-superset-collect-any-telemetry-data",level:3},{value:"Does Superset have an archive panel or trash bin from which a user can recover deleted assets?",id:"does-superset-have-an-archive-panel-or-trash-bin-from-which-a-user-can-recover-deleted-assets",level:3}],d={toc:u},p="wrapper";function c(e){let{components:t,...a}=e;return(0,s.kt)(p,(0,n.Z)({},d,a,{components:t,mdxType:"MDXLayout"}),(0,s.kt)("h2",{id:"frequently-asked-questions"},"Frequently Asked Questions"),(0,s.kt)("h3",{id:"how-big-of-a-dataset-can-superset-handle"},"How big of a dataset can Superset handle?"),(0,s.kt)("p",null,"Superset can work with even gigantic databases! Superset acts as a thin layer above your underlying\ndatabases or data engines, which do all the processing. Superset simply visualizes the results of\nthe query."),(0,s.kt)("p",null,"The key to achieving acceptable performance in Superset is whether your database can execute queries\nand return results at a speed that is acceptable to your users. If you experience slow performance with\nSuperset, benchmark and tune your data warehouse."),(0,s.kt)("h3",{id:"what-are-the-computing-specifications-required-to-run-superset"},"What are the computing specifications required to run Superset?"),(0,s.kt)("p",null,"The specs of your Superset installation depend on how many users you have and what their activity is, not\non the size of your data. Superset admins in the community have reported 8GB RAM, 2vCPUs as adequate to\nrun a moderately-sized instance. To develop Superset, e.g., compile code or build images, you may\nneed more power."),(0,s.kt)("p",null,"Monitor your resource usage and increase or decrease as needed. Note that Superset usage has a tendency\nto occur in spikes, e.g., if everyone in a meeting loads the same dashboard at once."),(0,s.kt)("p",null,"Superset's application metadata does not require a very large database to store it, though\nthe log file grows over time."),(0,s.kt)("h3",{id:"can-i-join--query-multiple-tables-at-one-time"},"Can I join / query multiple tables at one time?"),(0,s.kt)("p",null,"Not in the Explore or Visualization UI. A Superset SQLAlchemy datasource can only be a single table\nor a view."),(0,s.kt)("p",null,"When working with tables, the solution would be to create a table that contains all the fields\nneeded for your analysis, most likely through some scheduled batch process."),(0,s.kt)("p",null,"A view is a simple logical layer that abstracts an arbitrary SQL queries as a virtual table. This can\nallow you to join and union multiple tables and to apply some transformation using arbitrary SQL\nexpressions. The limitation there is your database performance, as Superset effectively will run a\nquery on top of your query (view). A good practice may be to limit yourself to joining your main\nlarge table to one or many small tables only, and avoid using ",(0,s.kt)("em",{parentName:"p"},"GROUP BY")," where possible as Superset\nwill do its own ",(0,s.kt)("em",{parentName:"p"},"GROUP BY")," and doing the work twice might slow down performance."),(0,s.kt)("p",null,"Whether you use a table or a view, performance depends on how fast your database can deliver\nthe result to users interacting with Superset."),(0,s.kt)("p",null,"However, if you are using SQL Lab, there is no such limitation. You can write SQL queries to join\nmultiple tables as long as your database account has access to the tables."),(0,s.kt)("h3",{id:"how-do-i-create-my-own-visualization"},"How do I create my own visualization?"),(0,s.kt)("p",null,"We recommend reading the instructions in\n",(0,s.kt)("a",{parentName:"p",href:"/docs/contributing/creating-viz-plugins"},"Creating Visualization Plugins"),"."),(0,s.kt)("h3",{id:"can-i-upload-and-visualize-csv-data"},"Can I upload and visualize CSV data?"),(0,s.kt)("p",null,"Absolutely! Read the instructions ",(0,s.kt)("a",{parentName:"p",href:"/docs/creating-charts-dashboards/exploring-data"},"here")," to learn\nhow to enable and use CSV upload."),(0,s.kt)("h3",{id:"why-are-my-queries-timing-out"},"Why are my queries timing out?"),(0,s.kt)("p",null,"There are many reasons may cause long query timing out."),(0,s.kt)("p",null,"For running long query from Sql Lab, by default Superset allows it run as long as 6 hours before it\nbeing killed by celery. If you want to increase the time for running query, you can specify the\ntimeout in configuration. For example:"),(0,s.kt)("pre",null,(0,s.kt)("code",{parentName:"pre"},"SQLLAB_ASYNC_TIME_LIMIT_SEC = 60 * 60 * 6\n")),(0,s.kt)("p",null,"If you are seeing timeouts (504 Gateway Time-out) when loading dashboard or explore slice, you are\nprobably behind gateway or proxy server (such as Nginx). If it did not receive a timely response\nfrom Superset server (which is processing long queries), these web servers will send 504 status code\nto clients directly. Superset has a client-side timeout limit to address this issue. If query didn\u2019t\ncome back within client-side timeout (60 seconds by default), Superset will display warning message\nto avoid gateway timeout message. If you have a longer gateway timeout limit, you can change the\ntimeout settings in ",(0,s.kt)("strong",{parentName:"p"},"superset_config.py"),":"),(0,s.kt)("pre",null,(0,s.kt)("code",{parentName:"pre"},"SUPERSET_WEBSERVER_TIMEOUT = 60\n")),(0,s.kt)("h3",{id:"why-is-the-map-not-visible-in-the-geospatial-visualization"},"Why is the map not visible in the geospatial visualization?"),(0,s.kt)("p",null,"You need to register a free account at ",(0,s.kt)("a",{parentName:"p",href:"https://www.mapbox.com"},"Mapbox.com"),", obtain an API key, and add it\nto ",(0,s.kt)("strong",{parentName:"p"},".env")," and ",(0,s.kt)("strong",{parentName:"p"},".env-non-dev")," at the key MAPBOX_API_KEY:"),(0,s.kt)("pre",null,(0,s.kt)("code",{parentName:"pre"},'MAPBOX_API_KEY = "longstringofalphanumer1c"\n')),(0,s.kt)("h3",{id:"how-to-limit-the-timed-refresh-on-a-dashboard"},"How to limit the timed refresh on a dashboard?"),(0,s.kt)("p",null,"By default, the dashboard timed refresh feature allows you to automatically re-query every slice on\na dashboard according to a set schedule. Sometimes, however, you won\u2019t want all of the slices to be\nrefreshed - especially if some data is slow moving, or run heavy queries. To exclude specific slices\nfrom the timed refresh process, add the ",(0,s.kt)("inlineCode",{parentName:"p"},"timed_refresh_immune_slices")," key to the dashboard JSON\nMetadata field:"),(0,s.kt)("pre",null,(0,s.kt)("code",{parentName:"pre"},'{\n "filter_immune_slices": [],\n "expanded_slices": {},\n "filter_immune_slice_fields": {},\n "timed_refresh_immune_slices": [324]\n}\n')),(0,s.kt)("p",null,"In the example above, if a timed refresh is set for the dashboard, then every slice except 324 will\nbe automatically re-queried on schedule."),(0,s.kt)("p",null,"Slice refresh will also be staggered over the specified period. You can turn off this staggering by\nsetting the ",(0,s.kt)("inlineCode",{parentName:"p"},"stagger_refresh")," to false and modify the stagger period by setting ",(0,s.kt)("inlineCode",{parentName:"p"},"stagger_time")," to a\nvalue in milliseconds in the JSON Metadata field:"),(0,s.kt)("pre",null,(0,s.kt)("code",{parentName:"pre"},'{\n "stagger_refresh": false,\n "stagger_time": 2500\n}\n')),(0,s.kt)("p",null,"Here, the entire dashboard will refresh at once if periodic refresh is on. The stagger time of 2.5\nseconds is ignored."),(0,s.kt)("p",null,(0,s.kt)("strong",{parentName:"p"},"Why does \u2018flask fab\u2019 or superset freezed/hung/not responding when started (my home directory is\nNFS mounted)?")),(0,s.kt)("p",null,"By default, Superset creates and uses an SQLite database at ",(0,s.kt)("inlineCode",{parentName:"p"},"~/.superset/superset.db"),". SQLite is\nknown to ",(0,s.kt)("a",{parentName:"p",href:"https://www.sqlite.org/lockingv3.html"},"not work well if used on NFS")," due to broken file\nlocking implementation on NFS."),(0,s.kt)("p",null,"You can override this path using the ",(0,s.kt)("strong",{parentName:"p"},"SUPERSET_HOME")," environment variable."),(0,s.kt)("p",null,"Another workaround is to change where superset stores the sqlite database by adding the following in\n",(0,s.kt)("inlineCode",{parentName:"p"},"superset_config.py"),":"),(0,s.kt)("pre",null,(0,s.kt)("code",{parentName:"pre"},"SQLALCHEMY_DATABASE_URI = 'sqlite:////new/location/superset.db?check_same_thread=false'\n")),(0,s.kt)("p",null,"You can read more about customizing Superset using the configuration file\n",(0,s.kt)("a",{parentName:"p",href:"/docs/installation/configuring-superset"},"here"),"."),(0,s.kt)("h3",{id:"what-if-the-table-schema-changed"},"What if the table schema changed?"),(0,s.kt)("p",null,"Table schemas evolve, and Superset needs to reflect that. It\u2019s pretty common in the life cycle of a\ndashboard to want to add a new dimension or metric. To get Superset to discover your new columns,\nall you have to do is to go to ",(0,s.kt)("strong",{parentName:"p"},"Data -> Datasets"),", click the edit icon next to the dataset\nwhose schema has changed, and hit ",(0,s.kt)("strong",{parentName:"p"},"Sync columns from source")," from the ",(0,s.kt)("strong",{parentName:"p"},"Columns")," tab.\nBehind the scene, the new columns will get merged. Following this, you may want to re-edit the\ntable afterwards to configure the Columns tab, check the appropriate boxes and save again."),(0,s.kt)("h3",{id:"what-database-engine-can-i-use-as-a-backend-for-superset"},"What database engine can I use as a backend for Superset?"),(0,s.kt)("p",null,"To clarify, the database backend is an OLTP database used by Superset to store its internal\ninformation like your list of users and dashboard definitions. While Superset supports a\n",(0,s.kt)("a",{parentName:"p",href:"/docs/databases/installing-database-drivers/"},"variety of databases as data ",(0,s.kt)("em",{parentName:"a"},"sources")),",\nonly a few database engines are supported for use as the OLTP backend / metadata store."),(0,s.kt)("p",null,"Superset is tested using MySQL, PostgreSQL, and SQLite backends. It\u2019s recommended you install\nSuperset on one of these database servers for production. Installation on other OLTP databases\nmay work but isn\u2019t tested. It has been reported that ",(0,s.kt)("a",{parentName:"p",href:"https://github.com/apache/superset/issues/18961"},"Microsoft SQL Server does ",(0,s.kt)("em",{parentName:"a"},"not"),"\nwork as a Superset backend"),". Column-store,\nnon-OLTP databases are not designed for this type of workload."),(0,s.kt)("h3",{id:"how-can-i-configure-oauth-authentication-and-authorization"},"How can I configure OAuth authentication and authorization?"),(0,s.kt)("p",null,"You can take a look at this Flask-AppBuilder\n",(0,s.kt)("a",{parentName:"p",href:"https://github.com/dpgaspar/Flask-AppBuilder/blob/master/examples/oauth/config.py"},"configuration example"),"."),(0,s.kt)("h3",{id:"is-there-a-way-to-force-the-dashboard-to-use-specific-colors"},"Is there a way to force the dashboard to use specific colors?"),(0,s.kt)("p",null,"It is possible on a per-dashboard basis by providing a mapping of labels to colors in the JSON\nMetadata attribute using the ",(0,s.kt)("inlineCode",{parentName:"p"},"label_colors")," key."),(0,s.kt)("pre",null,(0,s.kt)("code",{parentName:"pre"},'{\n "label_colors": {\n "Girls": "#FF69B4",\n "Boys": "#ADD8E6"\n }\n}\n')),(0,s.kt)("h3",{id:"does-superset-work-with-insert-database-engine-here"},"Does Superset work with ","[insert database engine here]","?"),(0,s.kt)("p",null,"The ",(0,s.kt)("a",{parentName:"p",href:"/docs/databases/installing-database-drivers"},"Connecting to Databases section")," provides the best\noverview for supported databases. Database engines not listed on that page may work too. We rely on\nthe community to contribute to this knowledge base."),(0,s.kt)("p",null,"For a database engine to be supported in Superset through the SQLAlchemy connector, it requires\nhaving a Python compliant ",(0,s.kt)("a",{parentName:"p",href:"https://docs.sqlalchemy.org/en/13/dialects/"},"SQLAlchemy dialect")," as well\nas a ",(0,s.kt)("a",{parentName:"p",href:"https://www.python.org/dev/peps/pep-0249/"},"DBAPI driver")," defined. Database that have limited\nSQL support may work as well. For instance it\u2019s possible to connect to Druid through the SQLAlchemy\nconnector even though Druid does not support joins and subqueries. Another key element for a\ndatabase to be supported is through the Superset Database Engine Specification interface. This\ninterface allows for defining database-specific configurations and logic that go beyond the\nSQLAlchemy and DBAPI scope. This includes features like:"),(0,s.kt)("ul",null,(0,s.kt)("li",{parentName:"ul"},"date-related SQL function that allow Superset to fetch different time granularities when running\ntime-series queries"),(0,s.kt)("li",{parentName:"ul"},"whether the engine supports subqueries. If false, Superset may run 2-phase queries to compensate\nfor the limitation"),(0,s.kt)("li",{parentName:"ul"},"methods around processing logs and inferring the percentage of completion of a query"),(0,s.kt)("li",{parentName:"ul"},"technicalities as to how to handle cursors and connections if the driver is not standard DBAPI")),(0,s.kt)("p",null,"Beyond the SQLAlchemy connector, it\u2019s also possible, though much more involved, to extend Superset\nand write your own connector. The only example of this at the moment is the Druid connector, which\nis getting superseded by Druid\u2019s growing SQL support and the recent availability of a DBAPI and\nSQLAlchemy driver. If the database you are considering integrating has any kind of of SQL support,\nit\u2019s probably preferable to go the SQLAlchemy route. Note that for a native connector to be possible\nthe database needs to have support for running OLAP-type queries and should be able to do things that\nare typical in basic SQL:"),(0,s.kt)("ul",null,(0,s.kt)("li",{parentName:"ul"},"aggregate data"),(0,s.kt)("li",{parentName:"ul"},"apply filters"),(0,s.kt)("li",{parentName:"ul"},"apply HAVING-type filters"),(0,s.kt)("li",{parentName:"ul"},"be schema-aware, expose columns and types")),(0,s.kt)("h3",{id:"does-superset-offer-a-public-api"},"Does Superset offer a public API?"),(0,s.kt)("p",null,"Yes, a public REST API, and the surface of that API formal is expanding steadily. You can read more about this API and\ninteract with it using Swagger ",(0,s.kt)("a",{parentName:"p",href:"/docs/api"},"here"),"."),(0,s.kt)("p",null,"Some of the\noriginal vision for the collection of endpoints under ",(0,s.kt)("strong",{parentName:"p"},"/api/v1")," was originally specified in\n",(0,s.kt)("a",{parentName:"p",href:"https://github.com/apache/superset/issues/7259"},"SIP-17")," and constant progress has been\nmade to cover more and more use cases."),(0,s.kt)("p",null,"The API available is documented using ",(0,s.kt)("a",{parentName:"p",href:"https://swagger.io/"},"Swagger")," and the documentation can be\nmade available under ",(0,s.kt)("strong",{parentName:"p"},"/swagger/v1")," by enabling the following flag in ",(0,s.kt)("inlineCode",{parentName:"p"},"superset_config.py"),":"),(0,s.kt)("pre",null,(0,s.kt)("code",{parentName:"pre"},"FAB_API_SWAGGER_UI = True\n")),(0,s.kt)("p",null,"There are other undocumented ","[private]"," ways to interact with Superset programmatically that offer no\nguarantees and are not recommended but may fit your use case temporarily:"),(0,s.kt)("ul",null,(0,s.kt)("li",{parentName:"ul"},"using the ORM (SQLAlchemy) directly"),(0,s.kt)("li",{parentName:"ul"},"using the internal FAB ModelView API (to be deprecated in Superset)"),(0,s.kt)("li",{parentName:"ul"},"altering the source code in your fork")),(0,s.kt)("h3",{id:"how-can-i-see-usage-statistics-eg-monthly-active-users"},"How can I see usage statistics (e.g., monthly active users)?"),(0,s.kt)("p",null,"This functionality is not included with Superset, but you can extract and analyze Superset's application\nmetadata to see what actions have occurred. By default, user activities are logged in the ",(0,s.kt)("inlineCode",{parentName:"p"},"logs")," table\nin Superset's metadata database. One company has published a write-up of ",(0,s.kt)("a",{parentName:"p",href:"https://engineering.hometogo.com/monitor-superset-usage-via-superset-c7f9fba79525"},"how they analyzed Superset\nusage, including example queries"),"."),(0,s.kt)("h3",{id:"what-does-hours-offset-in-the-edit-dataset-view-do"},"What Does Hours Offset in the Edit Dataset view do?"),(0,s.kt)("p",null,"In the Edit Dataset view, you can specify a time offset. This field lets you configure the\nnumber of hours to be added or subtracted from the time column.\nThis can be used, for example, to convert UTC time to local time."),(0,s.kt)("h3",{id:"does-superset-collect-any-telemetry-data"},"Does Superset collect any telemetry data?"),(0,s.kt)("p",null,"Superset uses ",(0,s.kt)("a",{parentName:"p",href:"https://about.scarf.sh/"},"Scarf")," by default to collect basic telemetry data upon installing and/or running Superset. This data helps the maintainers of Superset better understand which versions of Superset are being used, in order to prioritize patch/minor releases and security fixes.\nWe use the ",(0,s.kt)("a",{parentName:"p",href:"https://docs.scarf.sh/gateway/"},"Scarf Gateway")," to sit in front of container registries, the ",(0,s.kt)("a",{parentName:"p",href:"https://about.scarf.sh/package-sdks"},"scarf-js")," package to track ",(0,s.kt)("inlineCode",{parentName:"p"},"npm")," installations, and a Scarf pixel to gather anonymous analytics on Superset page views.\nScarf purges PII and provides aggregated statistics. Superset users can easily opt out of analytics in various ways documented ",(0,s.kt)("a",{parentName:"p",href:"https://docs.scarf.sh/gateway/#do-not-track"},"here")," and ",(0,s.kt)("a",{parentName:"p",href:"https://docs.scarf.sh/package-analytics/#as-a-user-of-a-package-using-scarf-js-how-can-i-opt-out-of-analytics"},"here"),".\nSuperset maintainers can also opt out of telemetry data collection by setting the ",(0,s.kt)("inlineCode",{parentName:"p"},"SCARF_ANALYTICS")," environment variable to ",(0,s.kt)("inlineCode",{parentName:"p"},"false")," in the Superset container (or anywhere Superset/webpack are run).\nAdditional opt-out instructions for Docker users are available on the ",(0,s.kt)("a",{parentName:"p",href:"/docs/installation/installing-superset-using-docker-compose"},"Docker Installation")," page."),(0,s.kt)("h3",{id:"does-superset-have-an-archive-panel-or-trash-bin-from-which-a-user-can-recover-deleted-assets"},"Does Superset have an archive panel or trash bin from which a user can recover deleted assets?"),(0,s.kt)("p",null,"No. Currently, there is no way to recover a deleted Superset dashboard/chart/dataset/database from the UI. However, there is an ",(0,s.kt)("a",{parentName:"p",href:"https://github.com/apache/superset/discussions/18386"},"ongoing discussion")," about implementing such a feature."),(0,s.kt)("p",null,"Hence, it is recommended to take periodic backups of the metadata database. For recovery, you can launch a recovery instance of a Superset server with the backed-up copy of the DB attached and use the Export Dashboard button in the Superset UI (or the ",(0,s.kt)("inlineCode",{parentName:"p"},"superset export-dashboards")," CLI command). Then, take the .zip file and import it into the current Superset instance."),(0,s.kt)("p",null,"Alternatively, you can programmatically take regular exports of the assets as a backup."))}c.isMDXComponent=!0},3905:(e,t,a)=>{a.d(t,{Zo:()=>d,kt:()=>m});var n=a(67294);function s(e,t,a){return t in e?Object.defineProperty(e,t,{value:a,enumerable:!0,configurable:!0,writable:!0}):e[t]=a,e}function r(e,t){var a=Object.keys(e);if(Object.getOwnPropertySymbols){var n=Object.getOwnPropertySymbols(e);t&&(n=n.filter((function(t){return Object.getOwnPropertyDescriptor(e,t).enumerable}))),a.push.apply(a,n)}return a}function o(e){for(var t=1;t<arguments.length;t++){var a=null!=arguments[t]?arguments[t]:{};t%2?r(Object(a),!0).forEach((function(t){s(e,t,a[t])})):Object.getOwnPropertyDescriptors?Object.defineProperties(e,Object.getOwnPropertyDescriptors(a)):r(Object(a)).forEach((function(t){Object.defineProperty(e,t,Object.getOwnPropertyDescriptor(a,t))}))}return e}function i(e,t){if(null==e)return{};var a,n,s=function(e,t){if(null==e)return{};var a,n,s={},r=Object.keys(e);for(n=0;n<r.length;n++)a=r[n],t.indexOf(a)>=0||(s[a]=e[a]);return s}(e,t);if(Object.getOwnPropertySymbols){var r=Object.getOwnPropertySymbols(e);for(n=0;n<r.length;n++)a=r[n],t.indexOf(a)>=0||Object.prototype.propertyIsEnumerable.call(e,a)&&(s[a]=e[a])}return s}var l=n.createContext({}),u=function(e){var t=n.useContext(l),a=t;return e&&(a="function"==typeof e?e(t):o(o({},t),e)),a},d=function(e){var t=u(e.components);return n.createElement(l.Provider,{value:t},e.children)},p="mdxType",c={inlineCode:"code",wrapper:function(e){var t=e.children;return n.createElement(n.Fragment,{},t)}},h=n.forwardRef((function(e,t){var a=e.components,s=e.mdxType,r=e.originalType,l=e.parentName,d=i(e,["components","mdxType","originalType","parentName"]),p=u(a),h=s,m=p["".concat(l,".").concat(h)]||p[h]||c[h]||r;return a?n.createElement(m,o(o({ref:t},d),{},{components:a})):n.createElement(m,o({ref:t},d))}));function m(e,t){var a=arguments,s=t&&t.mdxType;if("string"==typeof e||s){var r=a.length,o=new Array(r);o[0]=h;var i={};for(var l in t)hasOwnProperty.call(t,l)&&(i[l]=t[l]);i.originalType=e,i[p]="string"==typeof e?e:s,o[1]=i;for(var u=2;u<r;u++)o[u]=a[u];return n.createElement.apply(null,o)}return n.createElement.apply(null,a)}h.displayName="MDXCreateElement"}}]);
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+"use strict";(self.webpackChunkdocs_v_2=self.webpackChunkdocs_v_2||[]).push([[3206],{58809:(e,t,a)=>{a.r(t),a.d(t,{assets:()=>l,contentTitle:()=>s,default:()=>d,frontMatter:()=>i,metadata:()=>o,toc:()=>u});var r=a(83117),n=(a(67294),a(3905));const i={title:"Introduction",hide_title:!0,sidebar_position:1},s=void 0,o={unversionedId:"intro",id:"intro",title:"Introduction",description:"What is Apache Superset?",source:"@site/docs/intro.mdx",sourceDirName:".",slug:"/intro",permalink:"/docs/intro",draft:!1,editUrl:"https://github.com/apache/superset/tree/master/docs/docs/intro.mdx",tags:[],version:"current",sidebarPosition:1,frontMatter:{title:"Introduction",hide_title:!0,sidebar_position:1},sidebar:"tutorialSidebar",next:{title:"Quickstart",permalink:"/docs/quickstart"}},l={},u=[{value:"What is Apache Superset?",id:"what-is-apache-superset",level:2},{value:"Video Overview",id:"video-overview",level:4},{value:"Features",id:"features",level:4},{value:"Backend Technology",id:"backend-technology",level:4}],c={toc:u},p="wrapper";function d(e){let{components:t,...a}=e;return(0,n.kt)(p,(0,r.Z)({},c,a,{components:t,mdxType:"MDXLayout"}),(0,n.kt)("h2",{id:"what-is-apache-superset"},"What is Apache Superset?"),(0,n.kt)("p",null,"Apache Superset is a modern, enterprise-ready business intelligence web application. It\nis fast, lightweight, intuitive, and loaded with options that make it easy for users of all skill\nsets to explore and visualize their data, from simple pie charts to highly detailed deck.gl\ngeospatial charts."),(0,n.kt)("p",null,"Here are a ",(0,n.kt)("strong",{parentName:"p"},"few different ways you can get started with Superset"),":"),(0,n.kt)("ul",null,(0,n.kt)("li",{parentName:"ul"},"Install Superset ",(0,n.kt)("a",{parentName:"li",href:"/docs/installation/installing-superset-from-scratch/"},"from scratch")),(0,n.kt)("li",{parentName:"ul"},"Deploy Superset locally with one command\n",(0,n.kt)("a",{parentName:"li",href:"/docs/installation/installing-superset-using-docker-compose"},"using Docker Compose")),(0,n.kt)("li",{parentName:"ul"},"Deploy Superset ",(0,n.kt)("a",{parentName:"li",href:"/docs/installation/running-on-kubernetes"},"with Kubernetes")),(0,n.kt)("li",{parentName:"ul"},"Run a ",(0,n.kt)("a",{parentName:"li",href:"https://hub.docker.com/r/apache/superset"},"Docker image")," from Dockerhub"),(0,n.kt)("li",{parentName:"ul"},"Download Superset ",(0,n.kt)("a",{parentName:"li",href:"https://pypi.org/project/apache-superset/"},"from Pypi here")),(0,n.kt)("li",{parentName:"ul"},"Install the latest version of Superset\n",(0,n.kt)("a",{parentName:"li",href:"https://github.com/apache/superset/tree/latest"},"from GitHub")),(0,n.kt)("li",{parentName:"ul"},"Download the ",(0,n.kt)("a",{parentName:"li",href:"https://dist.apache.org/repos/dist/release/superset/"},"source from Apache Foundation's website"))),(0,n.kt)("h4",{id:"video-overview"},"Video Overview"),(0,n.kt)("p",null,(0,n.kt)("a",{parentName:"p",href:"https://user-images.githubusercontent.com/64562059/234390129-321d4f35-cb4b-45e8-89d9-20ae292f34fc.mp4"},"https://user-images.githubusercontent.com/64562059/234390129-321d4f35-cb4b-45e8-89d9-20ae292f34fc.mp4")),(0,n.kt)("h4",{id:"features"},"Features"),(0,n.kt)("p",null,"Superset provides:"),(0,n.kt)("ul",null,(0,n.kt)("li",{parentName:"ul"},"An intuitive interface for visualizing datasets and crafting interactive dashboards"),(0,n.kt)("li",{parentName:"ul"},"A wide array of beautiful visualizations to showcase your data"),(0,n.kt)("li",{parentName:"ul"},"Code-free visualization builder to extract and present datasets"),(0,n.kt)("li",{parentName:"ul"},"A world-class SQL IDE for preparing data for visualization, including a rich metadata browser"),(0,n.kt)("li",{parentName:"ul"},"A lightweight semantic layer which empowers data analysts to quickly define custom dimensions and metrics"),(0,n.kt)("li",{parentName:"ul"},"Out-of-the-box support for ",(0,n.kt)("a",{parentName:"li",href:"/docs/databases/installing-database-drivers/"},"most SQL-speaking databases")),(0,n.kt)("li",{parentName:"ul"},"Seamless, in-memory asynchronous caching and queries"),(0,n.kt)("li",{parentName:"ul"},"An extensible security model that allows configuration of very intricate rules on who can access which product features and datasets."),(0,n.kt)("li",{parentName:"ul"},"Integration with major authentication backends (database, OpenID, LDAP, OAuth, REMOTE_USER, etc)"),(0,n.kt)("li",{parentName:"ul"},"The ability to add custom visualization plugins"),(0,n.kt)("li",{parentName:"ul"},"An API for programmatic customization"),(0,n.kt)("li",{parentName:"ul"},"A cloud-native architecture designed from the ground up for scale")),(0,n.kt)("h4",{id:"backend-technology"},"Backend Technology"),(0,n.kt)("p",null,"Superset is cloud-native and designed to be highly available. It was designed to scale out to large,\ndistributed environments and works very well inside containers. While you can easily test drive\nSuperset on a modest setup or simply on your laptop, there\u2019s virtually no limit around scaling out\nthe platform."),(0,n.kt)("p",null,"Superset is also cloud-native in the sense that it is flexible and lets you choose the:"),(0,n.kt)("ul",null,(0,n.kt)("li",{parentName:"ul"},"Web server (Gunicorn, Nginx, Apache),"),(0,n.kt)("li",{parentName:"ul"},"Metadata database engine (PostgreSQL, MySQL, MariaDB),"),(0,n.kt)("li",{parentName:"ul"},"Message queue (Celery, Redis, RabbitMQ, SQS, etc.),"),(0,n.kt)("li",{parentName:"ul"},"Results backend (Redis, S3, Memcached, etc.),"),(0,n.kt)("li",{parentName:"ul"},"Caching layer (Redis, Memcached, etc.)")),(0,n.kt)("p",null,"Superset also works well with ",(0,n.kt)("a",{parentName:"p",href:"/docs/installation/event-logging/"},"event-logging"),"\nservices like StatsD, NewRelic, and DataDog."),(0,n.kt)("p",null,"Superset is currently run at scale at many companies. For example, Superset is run in Airbnb\u2019s\nproduction environment inside Kubernetes and serves 600+ daily active users viewing over 100K charts\na day."),(0,n.kt)("p",null,"You can find a partial list of industries and companies embracing Superset\n",(0,n.kt)("a",{parentName:"p",href:"https://github.com/apache/superset/blob/master/RESOURCES/INTHEWILD.md"},"on this page in GitHub"),"."))}d.isMDXComponent=!0},3905:(e,t,a)=>{a.d(t,{Zo:()=>c,kt:()=>h});var r=a(67294);function n(e,t,a){return t in e?Object.defineProperty(e,t,{value:a,enumerable:!0,configurable:!0,writable:!0}):e[t]=a,e}function i(e,t){var a=Object.keys(e);if(Object.getOwnPropertySymbols){var r=Object.getOwnPropertySymbols(e);t&&(r=r.filter((function(t){return Object.getOwnPropertyDescriptor(e,t).enumerable}))),a.push.apply(a,r)}return a}function s(e){for(var t=1;t<arguments.length;t++){var a=null!=arguments[t]?arguments[t]:{};t%2?i(Object(a),!0).forEach((function(t){n(e,t,a[t])})):Object.getOwnPropertyDescriptors?Object.defineProperties(e,Object.getOwnPropertyDescriptors(a)):i(Object(a)).forEach((function(t){Object.defineProperty(e,t,Object.getOwnPropertyDescriptor(a,t))}))}return e}function o(e,t){if(null==e)return{};var a,r,n=function(e,t){if(null==e)return{};var a,r,n={},i=Object.keys(e);for(r=0;r<i.length;r++)a=i[r],t.indexOf(a)>=0||(n[a]=e[a]);return n}(e,t);if(Object.getOwnPropertySymbols){var i=Object.getOwnPropertySymbols(e);for(r=0;r<i.length;r++)a=i[r],t.indexOf(a)>=0||Object.prototype.propertyIsEnumerable.call(e,a)&&(n[a]=e[a])}return n}var l=r.createContext({}),u=function(e){var t=r.useContext(l),a=t;return e&&(a="function"==typeof e?e(t):s(s({},t),e)),a},c=function(e){var t=u(e.components);return r.createElement(l.Provider,{value:t},e.children)},p="mdxType",d={inlineCode:"code",wrapper:function(e){var t=e.children;return r.createElement(r.Fragment,{},t)}},m=r.forwardRef((function(e,t){var a=e.components,n=e.mdxType,i=e.originalType,l=e.parentName,c=o(e,["components","mdxType","originalType","parentName"]),p=u(a),m=n,h=p["".concat(l,".").concat(m)]||p[m]||d[m]||i;return a?r.createElement(h,s(s({ref:t},c),{},{components:a})):r.createElement(h,s({ref:t},c))}));function h(e,t){var a=arguments,n=t&&t.mdxType;if("string"==typeof e||n){var i=a.length,s=new Array(i);s[0]=m;var o={};for(var l in t)hasOwnProperty.call(t,l)&&(o[l]=t[l]);o.originalType=e,o[p]="string"==typeof e?e:n,s[1]=o;for(var u=2;u<i;u++)s[u]=a[u];return r.createElement.apply(null,s)}return r.createElement.apply(null,a)}m.displayName="MDXCreateElement"}}]);
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-"use strict";(self.webpackChunkdocs_v_2=self.webpackChunkdocs_v_2||[]).push([[3206],{58809:(e,t,a)=>{a.r(t),a.d(t,{assets:()=>l,contentTitle:()=>s,default:()=>d,frontMatter:()=>i,metadata:()=>o,toc:()=>u});var r=a(83117),n=(a(67294),a(3905));const i={title:"Introduction",hide_title:!0,sidebar_position:1},s=void 0,o={unversionedId:"intro",id:"intro",title:"Introduction",description:"What is Apache Superset?",source:"@site/docs/intro.mdx",sourceDirName:".",slug:"/intro",permalink:"/docs/intro",draft:!1,editUrl:"https://github.com/apache/superset/tree/master/docs/docs/intro.mdx",tags:[],version:"current",sidebarPosition:1,frontMatter:{title:"Introduction",hide_title:!0,sidebar_position:1},sidebar:"tutorialSidebar",next:{title:"Quickstart",permalink:"/docs/quickstart"}},l={},u=[{value:"What is Apache Superset?",id:"what-is-apache-superset",level:2},{value:"Video Overview",id:"video-overview",level:4},{value:"Features",id:"features",level:4},{value:"Backend Technology",id:"backend-technology",level:4}],p={toc:u},c="wrapper";function d(e){let{components:t,...a}=e;return(0,n.kt)(c,(0,r.Z)({},p,a,{components:t,mdxType:"MDXLayout"}),(0,n.kt)("h2",{id:"what-is-apache-superset"},"What is Apache Superset?"),(0,n.kt)("p",null,"Apache Superset is a modern, enterprise-ready business intelligence web application. It\nis fast, lightweight, intuitive, and loaded with options that make it easy for users of all skill\nsets to explore and visualize their data, from simple pie charts to highly detailed deck.gl\ngeospatial charts."),(0,n.kt)("p",null,"Here are a ",(0,n.kt)("strong",{parentName:"p"},"few different ways you can get started with Superset"),":"),(0,n.kt)("ul",null,(0,n.kt)("li",{parentName:"ul"},"Install Superset ",(0,n.kt)("a",{parentName:"li",href:"https://superset.apache.org/docs/installation/installing-superset-from-scratch/"},"from scratch")),(0,n.kt)("li",{parentName:"ul"},"Deploy Superset locally with one command\n",(0,n.kt)("a",{parentName:"li",href:"https://superset.apache.org/docs/installation/installing-superset-using-docker-compose"},"using Docker Compose")),(0,n.kt)("li",{parentName:"ul"},"Deploy Superset ",(0,n.kt)("a",{parentName:"li",href:"https://superset.apache.org/docs/installation/running-on-kubernetes"},"with Kubernetes")),(0,n.kt)("li",{parentName:"ul"},"Run a ",(0,n.kt)("a",{parentName:"li",href:"https://hub.docker.com/r/apache/superset"},"Docker image")," from Dockerhub"),(0,n.kt)("li",{parentName:"ul"},"Download Superset ",(0,n.kt)("a",{parentName:"li",href:"https://pypi.org/project/apache-superset/"},"from Pypi here")),(0,n.kt)("li",{parentName:"ul"},"Install the latest version of Superset\n",(0,n.kt)("a",{parentName:"li",href:"https://github.com/apache/superset/tree/latest"},"from GitHub")),(0,n.kt)("li",{parentName:"ul"},"Download the ",(0,n.kt)("a",{parentName:"li",href:"https://dist.apache.org/repos/dist/release/superset/"},"source from Apache Foundation's website"))),(0,n.kt)("h4",{id:"video-overview"},"Video Overview"),(0,n.kt)("p",null,(0,n.kt)("a",{parentName:"p",href:"https://user-images.githubusercontent.com/64562059/234390129-321d4f35-cb4b-45e8-89d9-20ae292f34fc.mp4"},"https://user-images.githubusercontent.com/64562059/234390129-321d4f35-cb4b-45e8-89d9-20ae292f34fc.mp4")),(0,n.kt)("h4",{id:"features"},"Features"),(0,n.kt)("p",null,"Superset provides:"),(0,n.kt)("ul",null,(0,n.kt)("li",{parentName:"ul"},"An intuitive interface for visualizing datasets and crafting interactive dashboards"),(0,n.kt)("li",{parentName:"ul"},"A wide array of beautiful visualizations to showcase your data"),(0,n.kt)("li",{parentName:"ul"},"Code-free visualization builder to extract and present datasets"),(0,n.kt)("li",{parentName:"ul"},"A world-class SQL IDE for preparing data for visualization, including a rich metadata browser"),(0,n.kt)("li",{parentName:"ul"},"A lightweight semantic layer which empowers data analysts to quickly define custom dimensions and metrics"),(0,n.kt)("li",{parentName:"ul"},"Out-of-the-box support for ",(0,n.kt)("a",{parentName:"li",href:"https://superset.apache.org/docs/databases/installing-database-drivers/"},"most SQL-speaking databases")),(0,n.kt)("li",{parentName:"ul"},"Seamless, in-memory asynchronous caching and queries"),(0,n.kt)("li",{parentName:"ul"},"An extensible security model that allows configuration of very intricate rules on who can access which product features and datasets."),(0,n.kt)("li",{parentName:"ul"},"Integration with major authentication backends (database, OpenID, LDAP, OAuth, REMOTE_USER, etc)"),(0,n.kt)("li",{parentName:"ul"},"The ability to add custom visualization plugins"),(0,n.kt)("li",{parentName:"ul"},"An API for programmatic customization"),(0,n.kt)("li",{parentName:"ul"},"A cloud-native architecture designed from the ground up for scale")),(0,n.kt)("h4",{id:"backend-technology"},"Backend Technology"),(0,n.kt)("p",null,"Superset is cloud-native and designed to be highly available. It was designed to scale out to large,\ndistributed environments and works very well inside containers. While you can easily test drive\nSuperset on a modest setup or simply on your laptop, there\u2019s virtually no limit around scaling out\nthe platform."),(0,n.kt)("p",null,"Superset is also cloud-native in the sense that it is flexible and lets you choose the:"),(0,n.kt)("ul",null,(0,n.kt)("li",{parentName:"ul"},"Web server (Gunicorn, Nginx, Apache),"),(0,n.kt)("li",{parentName:"ul"},"Metadata database engine (PostgreSQL, MySQL, MariaDB),"),(0,n.kt)("li",{parentName:"ul"},"Message queue (Celery, Redis, RabbitMQ, SQS, etc.),"),(0,n.kt)("li",{parentName:"ul"},"Results backend (Redis, S3, Memcached, etc.),"),(0,n.kt)("li",{parentName:"ul"},"Caching layer (Redis, Memcached, etc.)")),(0,n.kt)("p",null,"Superset also works well with ",(0,n.kt)("a",{parentName:"p",href:"https://superset.apache.org/docs/installation/event-logging/"},"event-logging"),"\nservices like StatsD, NewRelic, and DataDog."),(0,n.kt)("p",null,"Superset is currently run at scale at many companies. For example, Superset is run in Airbnb\u2019s\nproduction environment inside Kubernetes and serves 600+ daily active users viewing over 100K charts\na day."),(0,n.kt)("p",null,"You can find a partial list of industries and companies embracing Superset\n",(0,n.kt)("a",{parentName:"p",href:"https://github.com/apache/superset/blob/master/RESOURCES/INTHEWILD.md"},"on this page in GitHub"),"."))}d.isMDXComponent=!0},3905:(e,t,a)=>{a.d(t,{Zo:()=>p,kt:()=>m});var r=a(67294);function n(e,t,a){return t in e?Object.defineProperty(e,t,{value:a,enumerable:!0,configurable:!0,writable:!0}):e[t]=a,e}function i(e,t){var a=Object.keys(e);if(Object.getOwnPropertySymbols){var r=Object.getOwnPropertySymbols(e);t&&(r=r.filter((function(t){return Object.getOwnPropertyDescriptor(e,t).enumerable}))),a.push.apply(a,r)}return a}function s(e){for(var t=1;t<arguments.length;t++){var a=null!=arguments[t]?arguments[t]:{};t%2?i(Object(a),!0).forEach((function(t){n(e,t,a[t])})):Object.getOwnPropertyDescriptors?Object.defineProperties(e,Object.getOwnPropertyDescriptors(a)):i(Object(a)).forEach((function(t){Object.defineProperty(e,t,Object.getOwnPropertyDescriptor(a,t))}))}return e}function o(e,t){if(null==e)return{};var a,r,n=function(e,t){if(null==e)return{};var a,r,n={},i=Object.keys(e);for(r=0;r<i.length;r++)a=i[r],t.indexOf(a)>=0||(n[a]=e[a]);return n}(e,t);if(Object.getOwnPropertySymbols){var i=Object.getOwnPropertySymbols(e);for(r=0;r<i.length;r++)a=i[r],t.indexOf(a)>=0||Object.prototype.propertyIsEnumerable.call(e,a)&&(n[a]=e[a])}return n}var l=r.createContext({}),u=function(e){var t=r.useContext(l),a=t;return e&&(a="function"==typeof e?e(t):s(s({},t),e)),a},p=function(e){var t=u(e.components);return r.createElement(l.Provider,{value:t},e.children)},c="mdxType",d={inlineCode:"code",wrapper:function(e){var t=e.children;return r.createElement(r.Fragment,{},t)}},h=r.forwardRef((function(e,t){var a=e.components,n=e.mdxType,i=e.originalType,l=e.parentName,p=o(e,["components","mdxType","originalType","parentName"]),c=u(a),h=n,m=c["".concat(l,".").concat(h)]||c[h]||d[h]||i;return a?r.createElement(m,s(s({ref:t},p),{},{components:a})):r.createElement(m,s({ref:t},p))}));function m(e,t){var a=arguments,n=t&&t.mdxType;if("string"==typeof e||n){var i=a.length,s=new Array(i);s[0]=h;var o={};for(var l in t)hasOwnProperty.call(t,l)&&(o[l]=t[l]);o.originalType=e,o[c]="string"==typeof e?e:n,s[1]=o;for(var u=2;u<i;u++)s[u]=a[u];return r.createElement.apply(null,s)}return r.createElement.apply(null,a)}h.displayName="MDXCreateElement"}}]);
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-"use strict";(self.webpackChunkdocs_v_2=self.webpackChunkdocs_v_2||[]).push([[8915],{6974:(e,t,n)=>{n.r(t),n.d(t,{assets:()=>l,contentTitle:()=>i,default:()=>c,frontMatter:()=>o,metadata:()=>s,toc:()=>u});var r=n(83117),a=(n(67294),n(3905));const o={title:"Alerts and Reports",hide_title:!0,sidebar_position:10,version:2},i=void 0,s={unversionedId:"installation/alerts-reports",id:"installation/alerts-reports",title:"Alerts and Reports",description:"Alerts and Reports",source:"@site/docs/installation/alerts-reports.mdx",sourceDirName:"installation",slug:"/installation/alerts-reports",permalink:"/docs/installation/alerts-reports",draft:!1,editUrl:"https://github.com/apache/superset/tree/master/docs/docs/installation/alerts-reports.mdx",tags:[],version:"current",sidebarPosition:10,frontMatter:{title:"Alerts and Reports",hide_title:!0,sidebar_position:10,version:2},sidebar:"tutorialSidebar",previous:{title:"Async Queries via Celery",permalink:"/docs/installation/async-queries-celery"},next:{title:"SQL Templating",permalink:"/docs/installation/sql-templating"}},l={},u=[{value:"Alerts and Reports",id:"alerts-and-reports",level:2},{value:"Requirements",id:"requirements",level:3},{value:"Commons",id:"commons",level:4},{value:"In your <code>superset_config.py</code> or <code>superset_config_docker.py</code>",id:"in-your-superset_configpy-or-superset_config_dockerpy",level:5},{value:"Disable dry-run mode",id:"disable-dry-run-mode",level:6},{value:"In your <code>Dockerfile</code>",id:"in-your-dockerfile",level:5},{value:"Slack integration",id:"slack-integration",level:4},{value:"Kubernetes-specific",id:"kubernetes-specific",level:4},{value:"Docker Compose specific",id:"docker-compose-specific",level:4},{value:"You must have in your <code>docker-compose.yml</code>",id:"you-must-have-in-your-docker-composeyml",level:5},{value:"Detailed config",id:"detailed-config",level:3},{value:"Custom Dockerfile",id:"custom-dockerfile",level:3},{value:"Using Firefox",id:"using-firefox",level:4},{value:"Using Chrome",id:"using-chrome",level:4},{value:"Troubleshooting",id:"troubleshooting",level:3},{value:"Confirm feature flag is enabled and you have sufficient permissions",id:"confirm-feature-flag-is-enabled-and-you-have-sufficient-permissions",level:4},{value:"Check the logs of your Celery worker",id:"check-the-logs-of-your-celery-worker",level:4},{value:"Check web browser and webdriver installation",id:"check-web-browser-and-webdriver-installation",level:4},{value:"Send a test email",id:"send-a-test-email",level:4},{value:"Browse to your report from the worker",id:"browse-to-your-report-from-the-worker",level:4},{value:"Scheduling Queries as Reports",id:"scheduling-queries-as-reports",level:3}],d={toc:u},p="wrapper";function c(e){let{components:t,...n}=e;return(0,a.kt)(p,(0,r.Z)({},d,n,{components:t,mdxType:"MDXLayout"}),(0,a.kt)("h2",{id:"alerts-and-reports"},"Alerts and Reports"),(0,a.kt)("p",null,"Users can configure automated alerts and reports to send dashboards or charts to an email recipient or Slack channel."),(0,a.kt)("ul",null,(0,a.kt)("li",{parentName:"ul"},(0,a.kt)("em",{parentName:"li"},"Alerts")," are sent when a SQL condition is reached"),(0,a.kt)("li",{parentName:"ul"},(0,a.kt)("em",{parentName:"li"},"Reports")," are sent on a schedule")),(0,a.kt)("p",null,"Alerts and reports are disabled by default. To turn them on, you need to do some setup, described here."),(0,a.kt)("h3",{id:"requirements"},"Requirements"),(0,a.kt)("h4",{id:"commons"},"Commons"),(0,a.kt)("h5",{id:"in-your-superset_configpy-or-superset_config_dockerpy"},"In your ",(0,a.kt)("inlineCode",{parentName:"h5"},"superset_config.py")," or ",(0,a.kt)("inlineCode",{parentName:"h5"},"superset_config_docker.py")),(0,a.kt)("ul",null,(0,a.kt)("li",{parentName:"ul"},(0,a.kt)("inlineCode",{parentName:"li"},'"ALERT_REPORTS"')," ",(0,a.kt)("a",{parentName:"li",href:"https://superset.apache.org/docs/installation/configuring-superset#feature-flags"},"feature flag")," must be turned to True."),(0,a.kt)("li",{parentName:"ul"},(0,a.kt)("inlineCode",{parentName:"li"},"beat_schedule")," in CeleryConfig must contain schedule for ",(0,a.kt)("inlineCode",{parentName:"li"},"reports.scheduler"),"."),(0,a.kt)("li",{parentName:"ul"},"At least one of those must be configured, depending on what you want to use:",(0,a.kt)("ul",{parentName:"li"},(0,a.kt)("li",{parentName:"ul"},"emails: ",(0,a.kt)("inlineCode",{parentName:"li"},"SMTP_*")," settings"),(0,a.kt)("li",{parentName:"ul"},"Slack messages: ",(0,a.kt)("inlineCode",{parentName:"li"},"SLACK_API_TOKEN"))))),(0,a.kt)("h6",{id:"disable-dry-run-mode"},"Disable dry-run mode"),(0,a.kt)("p",null,"Screenshots will be taken but no messages actually sent as long as ",(0,a.kt)("inlineCode",{parentName:"p"},"ALERT_REPORTS_NOTIFICATION_DRY_RUN = True"),", its default value in ",(0,a.kt)("inlineCode",{parentName:"p"},"docker/pythonpath_dev/superset_config.py"),". 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Only Firefox and Chrome are currently supported.",(0,a.kt)("blockquote",{parentName:"li"},(0,a.kt)("p",{parentName:"blockquote"},"If you choose Chrome, you must also change the value of ",(0,a.kt)("inlineCode",{parentName:"p"},"WEBDRIVER_TYPE")," to ",(0,a.kt)("inlineCode",{parentName:"p"},'"chrome"')," in your ",(0,a.kt)("inlineCode",{parentName:"p"},"superset_config.py"),".")))),(0,a.kt)("p",null,"Note: All the components required (Firefox headless browser, Redis, Postgres db, celery worker and celery beat) are present in the ",(0,a.kt)("em",{parentName:"p"},"dev")," docker image if you are following ",(0,a.kt)("a",{parentName:"p",href:"https://superset.apache.org/docs/installation/installing-superset-using-docker-compose/"},"Installing Superset Locally"),".\nAll you need to do is add the required config variables described in this guide (See ",(0,a.kt)("inlineCode",{parentName:"p"},"Detailed Config"),")."),(0,a.kt)("p",null,"If you are running a non-dev docker image, e.g., a stable release like ",(0,a.kt)("inlineCode",{parentName:"p"},"apache/superset:2.0.1"),", that image does not include a headless browser. 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Copy that token in the ',(0,a.kt)("inlineCode",{parentName:"li"},"SLACK_API_TOKEN")," variable of your ",(0,a.kt)("inlineCode",{parentName:"li"},"superset_config.py"),"."),(0,a.kt)("li",{parentName:"ol"},"Restart the service (or run ",(0,a.kt)("inlineCode",{parentName:"li"},"superset init"),") to pull in the new configuration.")),(0,a.kt)("p",null,"Note: when you configure an alert or a report, the Slack channel list takes channel names without the leading '#' e.g. use ",(0,a.kt)("inlineCode",{parentName:"p"},"alerts")," instead of ",(0,a.kt)("inlineCode",{parentName:"p"},"#alerts"),"."),(0,a.kt)("h4",{id:"kubernetes-specific"},"Kubernetes-specific"),(0,a.kt)("ul",null,(0,a.kt)("li",{parentName:"ul"},"You must have a ",(0,a.kt)("inlineCode",{parentName:"li"},"celery beat")," pod running. If you're using the chart included in the GitHub repository under ",(0,a.kt)("a",{parentName:"li",href:"https://github.com/apache/superset/tree/master/helm/superset"},"helm/superset"),", you need to put ",(0,a.kt)("inlineCode",{parentName:"li"},"supersetCeleryBeat.enabled = true")," in your values override."),(0,a.kt)("li",{parentName:"ul"},"You can see the dedicated docs about ",(0,a.kt)("a",{parentName:"li",href:"/docs/installation/running-on-kubernetes"},"Kubernetes installation")," for more generic details.")),(0,a.kt)("h4",{id:"docker-compose-specific"},"Docker Compose specific"),(0,a.kt)("h5",{id:"you-must-have-in-your-docker-composeyml"},"You must have in your ",(0,a.kt)("inlineCode",{parentName:"h5"},"docker-compose.yml")),(0,a.kt)("ul",null,(0,a.kt)("li",{parentName:"ul"},"A Redis message broker"),(0,a.kt)("li",{parentName:"ul"},"PostgreSQL DB instead of SQLlite"),(0,a.kt)("li",{parentName:"ul"},"One or more ",(0,a.kt)("inlineCode",{parentName:"li"},"celery worker")),(0,a.kt)("li",{parentName:"ul"},"A single ",(0,a.kt)("inlineCode",{parentName:"li"},"celery beat"))),(0,a.kt)("p",null,"This process also works in a Docker swarm environment, you would just need to add ",(0,a.kt)("inlineCode",{parentName:"p"},"Deploy:")," to the Superset, Redis and Postgres services along with your specific configs for your swarm."),(0,a.kt)("h3",{id:"detailed-config"},"Detailed config"),(0,a.kt)("p",null,"The following configurations need to be added to the ",(0,a.kt)("inlineCode",{parentName:"p"},"superset_config.py")," file. This file is loaded when the image runs, and any configurations in it will override the default configurations found in the ",(0,a.kt)("inlineCode",{parentName:"p"},"config.py"),"."),(0,a.kt)("p",null,"You can find documentation about each field in the default ",(0,a.kt)("inlineCode",{parentName:"p"},"config.py")," in the GitHub repository under ",(0,a.kt)("a",{parentName:"p",href:"https://github.com/apache/superset/blob/master/superset/config.py"},"superset/config.py"),"."),(0,a.kt)("p",null,"You need to replace default values with your custom Redis, Slack and/or SMTP config."),(0,a.kt)("p",null,"Superset uses Celery beat and Celery worker(s) to send alerts and reports."),(0,a.kt)("ul",null,(0,a.kt)("li",{parentName:"ul"},"The beat is the scheduler that tells the worker when to perform its tasks. This schedule is defined when you create the alert or report."),(0,a.kt)("li",{parentName:"ul"},"The worker will process the tasks that need to be performed when an alert or report is fired.")),(0,a.kt)("p",null,"In the ",(0,a.kt)("inlineCode",{parentName:"p"},"CeleryConfig"),", only the ",(0,a.kt)("inlineCode",{parentName:"p"},"beat_schedule")," is relevant to this feature, the rest of the ",(0,a.kt)("inlineCode",{parentName:"p"},"CeleryConfig")," can be changed for your needs."),(0,a.kt)("pre",null,(0,a.kt)("code",{parentName:"pre",className:"language-python"},'from celery.schedules import crontab\n\nFEATURE_FLAGS = {\n "ALERT_REPORTS": True\n}\n\nREDIS_HOST = "superset_cache"\nREDIS_PORT = "6379"\n\nclass CeleryConfig:\n broker_url = f"redis://{REDIS_HOST}:{REDIS_PORT}/0"\n imports = (\n "superset.sql_lab",\n "superset.tasks.scheduler",\n )\n result_backend = f"redis://{REDIS_HOST}:{REDIS_PORT}/0"\n worker_prefetch_multiplier = 10\n task_acks_late = True\n task_annotations = {\n "sql_lab.get_sql_results": {\n "rate_limit": "100/s",\n },\n }\n beat_schedule = {\n "reports.scheduler": {\n "task": "reports.scheduler",\n "schedule": crontab(minute="*", hour="*"),\n },\n "reports.prune_log": {\n "task": "reports.prune_log",\n "schedule": crontab(minute=0, hour=0),\n },\n }\nCELERY_CONFIG = CeleryConfig\n\nSCREENSHOT_LOCATE_WAIT = 100\nSCREENSHOT_LOAD_WAIT = 600\n\n# Slack configuration\nSLACK_API_TOKEN = "xoxb-"\n\n# Email configuration\nSMTP_HOST = "smtp.sendgrid.net" # change to your host\nSMTP_PORT = 2525 # your port, e.g. 587\nSMTP_STARTTLS = True\nSMTP_SSL_SERVER_AUTH = True # If your using an SMTP server with a valid certificate\nSMTP_SSL = False\nSMTP_USER = "your_user" # use the empty string "" if using an unauthenticated SMTP server\nSMTP_PASSWORD = "your_password" # use the empty string "" if using an unauthenticated SMTP server\nSMTP_MAIL_FROM = "noreply@youremail.com"\nEMAIL_REPORTS_SUBJECT_PREFIX = "[Superset] " # optional - overwrites default value in config.py of "[Report] "\n\n# WebDriver configuration\n# If you use Firefox, you can stick with default values\n# If you use Chrome, then add the following WEBDRIVER_TYPE and WEBDRIVER_OPTION_ARGS\nWEBDRIVER_TYPE = "chrome"\nWEBDRIVER_OPTION_ARGS = [\n "--force-device-scale-factor=2.0",\n "--high-dpi-support=2.0",\n "--headless",\n "--disable-gpu",\n "--disable-dev-shm-usage",\n "--no-sandbox",\n "--disable-setuid-sandbox",\n "--disable-extensions",\n]\n\n# This is for internal use, you can keep http\nWEBDRIVER_BASEURL = "http://superset:8088"\n# This is the link sent to the recipient. Change to your domain, e.g. https://superset.mydomain.com\nWEBDRIVER_BASEURL_USER_FRIENDLY = "http://localhost:8088"\n')),(0,a.kt)("p",null,"You also need\nto specify on behalf of which username to render the dashboards. In general dashboards and charts\nare not accessible to unauthorized requests, that is why the worker needs to take over credentials\nof an existing user to take a snapshot."),(0,a.kt)("p",null,"By default, Alerts and Reports are executed as the owner of the alert/report object. To use a fixed user account,\njust change the config as follows (",(0,a.kt)("inlineCode",{parentName:"p"},"admin")," in this example):"),(0,a.kt)("pre",null,(0,a.kt)("code",{parentName:"pre",className:"language-python"},"from superset.tasks.types import ExecutorType\n\nTHUMBNAIL_SELENIUM_USER = 'admin'\nALERT_REPORTS_EXECUTE_AS = [ExecutorType.SELENIUM]\n")),(0,a.kt)("p",null,"Please refer to ",(0,a.kt)("inlineCode",{parentName:"p"},"ExecutorType")," in the codebase for other executor types."),(0,a.kt)("p",null,(0,a.kt)("strong",{parentName:"p"},"Important notes")),(0,a.kt)("ul",null,(0,a.kt)("li",{parentName:"ul"},"Be mindful of the concurrency setting for celery (using ",(0,a.kt)("inlineCode",{parentName:"li"},"-c 4"),"). Selenium/webdriver instances can\nconsume a lot of CPU / memory on your servers."),(0,a.kt)("li",{parentName:"ul"},"In some cases, if you notice a lot of leaked geckodriver processes, try running your celery\nprocesses with ",(0,a.kt)("inlineCode",{parentName:"li"},"celery worker --pool=prefork --max-tasks-per-child=128 ...")),(0,a.kt)("li",{parentName:"ul"},"It is recommended to run separate workers for the ",(0,a.kt)("inlineCode",{parentName:"li"},"sql_lab")," and ",(0,a.kt)("inlineCode",{parentName:"li"},"email_reports")," tasks. This can be\ndone using the ",(0,a.kt)("inlineCode",{parentName:"li"},"queue")," field in ",(0,a.kt)("inlineCode",{parentName:"li"},"task_annotations"),"."),(0,a.kt)("li",{parentName:"ul"},"Adjust ",(0,a.kt)("inlineCode",{parentName:"li"},"WEBDRIVER_BASEURL")," in your configuration file if celery workers can\u2019t access Superset via\nits default value of ",(0,a.kt)("inlineCode",{parentName:"li"},"http://0.0.0.0:8080/"),".")),(0,a.kt)("h3",{id:"custom-dockerfile"},"Custom Dockerfile"),(0,a.kt)("p",null,"If you're running the dev version of a released Superset image, like ",(0,a.kt)("inlineCode",{parentName:"p"},"apache/superset:2.0.1-dev"),", you should be set with the above."),(0,a.kt)("p",null,"But if you're building your own image, or starting with a non-dev version, a webdriver (and headless browser) is needed to capture screenshots of the charts and dashboards which are then sent to the recipient.\nHere's how you can modify your Dockerfile to take the screenshots either with Firefox or Chrome."),(0,a.kt)("h4",{id:"using-firefox"},"Using Firefox"),(0,a.kt)("pre",null,(0,a.kt)("code",{parentName:"pre",className:"language-docker"},"FROM apache/superset:2.0.1\n\nUSER root\n\nRUN apt-get update && \\\n apt-get install --no-install-recommends -y firefox-esr\n\nENV GECKODRIVER_VERSION=0.29.0\nRUN wget -q https://github.com/mozilla/geckodriver/releases/download/v${GECKODRIVER_VERSION}/geckodriver-v${GECKODRIVER_VERSION}-linux64.tar.gz && \\\n tar -x geckodriver -zf geckodriver-v${GECKODRIVER_VERSION}-linux64.tar.gz -O > /usr/bin/geckodriver && \\\n chmod 755 /usr/bin/geckodriver && \\\n rm geckodriver-v${GECKODRIVER_VERSION}-linux64.tar.gz\n\nRUN pip install --no-cache gevent psycopg2 redis\n\nUSER superset\n")),(0,a.kt)("h4",{id:"using-chrome"},"Using Chrome"),(0,a.kt)("pre",null,(0,a.kt)("code",{parentName:"pre",className:"language-docker"},"FROM apache/superset:2.0.1\n\nUSER root\n\nRUN apt-get update && \\\n wget -q https://dl.google.com/linux/direct/google-chrome-stable_current_amd64.deb && \\\n apt-get install -y --no-install-recommends ./google-chrome-stable_current_amd64.deb && \\\n rm -f google-chrome-stable_current_amd64.deb\n\nRUN export CHROMEDRIVER_VERSION=$(curl --silent https://chromedriver.storage.googleapis.com/LATEST_RELEASE_102) && \\\n wget -q https://chromedriver.storage.googleapis.com/${CHROMEDRIVER_VERSION}/chromedriver_linux64.zip && \\\n unzip chromedriver_linux64.zip -d /usr/bin && \\\n chmod 755 /usr/bin/chromedriver && \\\n rm -f chromedriver_linux64.zip\n\nRUN pip install --no-cache gevent psycopg2 redis\n\nUSER superset\n")),(0,a.kt)("p",null,"Don't forget to set ",(0,a.kt)("inlineCode",{parentName:"p"},"WEBDRIVER_TYPE")," and ",(0,a.kt)("inlineCode",{parentName:"p"},"WEBDRIVER_OPTION_ARGS")," in your config if you use Chrome."),(0,a.kt)("h3",{id:"troubleshooting"},"Troubleshooting"),(0,a.kt)("p",null,"There are many reasons that reports might not be working. Try these steps to check for specific issues."),(0,a.kt)("h4",{id:"confirm-feature-flag-is-enabled-and-you-have-sufficient-permissions"},"Confirm feature flag is enabled and you have sufficient permissions"),(0,a.kt)("p",null,'If you don\'t see "Alerts & Reports" under the ',(0,a.kt)("em",{parentName:"p"},"Manage")," section of the Settings dropdown in the Superset UI, you need to enable the ",(0,a.kt)("inlineCode",{parentName:"p"},"ALERT_REPORTS")," feature flag (see above). Enable another feature flag and check to see that it took effect, to verify that your config file is getting loaded."),(0,a.kt)("p",null,"Log in as an admin user to ensure you have adequate permissions."),(0,a.kt)("h4",{id:"check-the-logs-of-your-celery-worker"},"Check the logs of your Celery worker"),(0,a.kt)("p",null,"This is the best source of information about the problem. In a docker compose deployment, you can do this with a command like ",(0,a.kt)("inlineCode",{parentName:"p"},"docker logs superset_worker --since 1h"),"."),(0,a.kt)("h4",{id:"check-web-browser-and-webdriver-installation"},"Check web browser and webdriver installation"),(0,a.kt)("p",null,"To take a screenshot, the worker visits the dashboard or chart using a headless browser, then takes a screenshot. If you are able to send a chart as CSV or text but can't send as PNG, your problem may lie with the browser."),(0,a.kt)("p",null,"Superset docker images that have a tag ending with ",(0,a.kt)("inlineCode",{parentName:"p"},"-dev")," have the Firefox headless browser and geckodriver already installed. You can test that these are installed and in the proper path by entering your Superset worker and running ",(0,a.kt)("inlineCode",{parentName:"p"},"firefox --headless")," and then ",(0,a.kt)("inlineCode",{parentName:"p"},"geckodriver"),". Both commands should start those applications."),(0,a.kt)("p",null,"If you are handling the installation of that software on your own, or wish to use Chromium instead, do your own verification to ensure that the headless browser opens successfully in the worker environment."),(0,a.kt)("h4",{id:"send-a-test-email"},"Send a test email"),(0,a.kt)("p",null,"One symptom of an invalid connection to an email server is receiving an error of ",(0,a.kt)("inlineCode",{parentName:"p"},"[Errno 110] Connection timed out")," in your logs when the report tries to send."),(0,a.kt)("p",null,"Confirm via testing that your outbound email configuration is correct. Here is the simplest test, for an un-authenticated email SMTP email service running on port 25. If you are sending over SSL, for instance, study how ",(0,a.kt)("a",{parentName:"p",href:"https://github.com/apache/superset/blob/master/superset/utils/core.py#L818"},"Superset's codebase sends emails")," and then test with those commands and arguments."),(0,a.kt)("p",null,"Start Python in your worker environment, replace all example values, and run:"),(0,a.kt)("pre",null,(0,a.kt)("code",{parentName:"pre",className:"language-python"},"import smtplib\nfrom email.mime.multipart import MIMEMultipart\nfrom email.mime.text import MIMEText\n\nfrom_email = 'superset_emails@example.com'\nto_email = 'your_email@example.com'\nmsg = MIMEMultipart()\nmsg['From'] = from_email\nmsg['To'] = to_email\nmsg['Subject'] = 'Superset SMTP config test'\nmessage = 'It worked'\nmsg.attach(MIMEText(message))\nmailserver = smtplib.SMTP('smtpmail.example.com', 25)\nmailserver.sendmail(from_email, to_email, msg.as_string())\nmailserver.quit()\n")),(0,a.kt)("p",null,"This should send an email."),(0,a.kt)("p",null,"Possible fixes:"),(0,a.kt)("ul",null,(0,a.kt)("li",{parentName:"ul"},"Some cloud hosts disable outgoing unauthenticated SMTP email to prevent spam. For instance, ",(0,a.kt)("a",{parentName:"li",href:"https://learn.microsoft.com/en-us/azure/virtual-network/troubleshoot-outbound-smtp-connectivity"},"Azure blocks port 25 by default on some machines"),". Enable that port or use another sending method."),(0,a.kt)("li",{parentName:"ul"},"Use another set of SMTP credentials that you verify works in this setup.")),(0,a.kt)("h4",{id:"browse-to-your-report-from-the-worker"},"Browse to your report from the worker"),(0,a.kt)("p",null,"The worker may be unable to reach the report. It will use the value of ",(0,a.kt)("inlineCode",{parentName:"p"},"WEBDRIVER_BASEURL")," to browse to the report. If that route is invalid, or presents an authentication challenge that the worker can't pass, the report screenshot will fail."),(0,a.kt)("p",null,"Check this by attempting to ",(0,a.kt)("inlineCode",{parentName:"p"},"curl")," the URL of a report that you see in the error logs of your worker. For instance, from the worker environment, run ",(0,a.kt)("inlineCode",{parentName:"p"},"curl http://superset_app:8088/superset/dashboard/1/"),". You may get different responses depending on whether the dashboard exists - for example, you may need to change the ",(0,a.kt)("inlineCode",{parentName:"p"},"1")," in that URL. If there's a URL in your logs from a failed report screenshot, that's a good place to start. The goal is to determine a valid value for ",(0,a.kt)("inlineCode",{parentName:"p"},"WEBDRIVER_BASEURL")," and determine if an issue like HTTPS or authentication is redirecting your worker."),(0,a.kt)("p",null,"In a deployment with authentication measures enabled like HTTPS and Single Sign-On, it may make sense to have the worker navigate directly to the Superset application running in the same location, avoiding the need to sign in. For instance, you could use ",(0,a.kt)("inlineCode",{parentName:"p"},'WEBDRIVER_BASEURL="http://superset_app:8088"')," for a docker compose deployment, and set ",(0,a.kt)("inlineCode",{parentName:"p"},'"force_https": False,')," in your ",(0,a.kt)("inlineCode",{parentName:"p"},"TALISMAN_CONFIG"),"."),(0,a.kt)("h3",{id:"scheduling-queries-as-reports"},"Scheduling Queries as Reports"),(0,a.kt)("p",null,"You can optionally allow your users to schedule queries directly in SQL Lab. This is done by adding\nextra metadata to saved queries, which are then picked up by an external scheduled (like\n",(0,a.kt)("a",{parentName:"p",href:"https://airflow.apache.org/"},"Apache Airflow"),")."),(0,a.kt)("p",null,"To allow scheduled queries, add the following to ",(0,a.kt)("inlineCode",{parentName:"p"},"SCHEDULED_QUERIES")," in your configuration file:"),(0,a.kt)("pre",null,(0,a.kt)("code",{parentName:"pre",className:"language-python"},"SCHEDULED_QUERIES = {\n # This information is collected when the user clicks \"Schedule query\",\n # and saved into the `extra` field of saved queries.\n # See: https://github.com/mozilla-services/react-jsonschema-form\n 'JSONSCHEMA': {\n 'title': 'Schedule',\n 'description': (\n 'In order to schedule a query, you need to specify when it '\n 'should start running, when it should stop running, and how '\n 'often it should run. You can also optionally specify '\n 'dependencies that should be met before the query is '\n 'executed. Please read the documentation for best practices '\n 'and more information on how to specify dependencies.'\n ),\n 'type': 'object',\n 'properties': {\n 'output_table': {\n 'type': 'string',\n 'title': 'Output table name',\n },\n 'start_date': {\n 'type': 'string',\n 'title': 'Start date',\n # date-time is parsed using the chrono library, see\n # https://www.npmjs.com/package/chrono-node#usage\n 'format': 'date-time',\n 'default': 'tomorrow at 9am',\n },\n 'end_date': {\n 'type': 'string',\n 'title': 'End date',\n # date-time is parsed using the chrono library, see\n # https://www.npmjs.com/package/chrono-node#usage\n 'format': 'date-time',\n 'default': '9am in 30 days',\n },\n 'schedule_interval': {\n 'type': 'string',\n 'title': 'Schedule interval',\n },\n 'dependencies': {\n 'type': 'array',\n 'title': 'Dependencies',\n 'items': {\n 'type': 'string',\n },\n },\n },\n },\n 'UISCHEMA': {\n 'schedule_interval': {\n 'ui:placeholder': '@daily, @weekly, etc.',\n },\n 'dependencies': {\n 'ui:help': (\n 'Check the documentation for the correct format when '\n 'defining dependencies.'\n ),\n },\n },\n 'VALIDATION': [\n # ensure that start_date <= end_date\n {\n 'name': 'less_equal',\n 'arguments': ['start_date', 'end_date'],\n 'message': 'End date cannot be before start date',\n # this is where the error message is shown\n 'container': 'end_date',\n },\n ],\n # link to the scheduler; this example links to an Airflow pipeline\n # that uses the query id and the output table as its name\n 'linkback': (\n 'https://airflow.example.com/admin/airflow/tree?'\n 'dag_id=query_${id}_${extra_json.schedule_info.output_table}'\n ),\n}\n")),(0,a.kt)("p",null,"This configuration is based on\n",(0,a.kt)("a",{parentName:"p",href:"https://github.com/mozilla-services/react-jsonschema-form"},"react-jsonschema-form")," and will add a\nmenu item called \u201cSchedule\u201d to SQL Lab. When the menu item is clicked, a modal will show up where\nthe user can add the metadata required for scheduling the query."),(0,a.kt)("p",null,"This information can then be retrieved from the endpoint ",(0,a.kt)("inlineCode",{parentName:"p"},"/savedqueryviewapi/api/read")," and used to\nschedule the queries that have ",(0,a.kt)("inlineCode",{parentName:"p"},"scheduled_queries")," in their JSON metadata. For schedulers other than\nAirflow, additional fields can be easily added to the configuration file above."))}c.isMDXComponent=!0},3905:(e,t,n)=>{n.d(t,{Zo:()=>d,kt:()=>m});var r=n(67294);function a(e,t,n){return t in e?Object.defineProperty(e,t,{value:n,enumerable:!0,configurable:!0,writable:!0}):e[t]=n,e}function o(e,t){var n=Object.keys(e);if(Object.getOwnPropertySymbols){var r=Object.getOwnPropertySymbols(e);t&&(r=r.filter((function(t){return Object.getOwnPropertyDescriptor(e,t).enumerable}))),n.push.apply(n,r)}return n}function i(e){for(var t=1;t<arguments.length;t++){var n=null!=arguments[t]?arguments[t]:{};t%2?o(Object(n),!0).forEach((function(t){a(e,t,n[t])})):Object.getOwnPropertyDescriptors?Object.defineProperties(e,Object.getOwnPropertyDescriptors(n)):o(Object(n)).forEach((function(t){Object.defineProperty(e,t,Object.getOwnPropertyDescriptor(n,t))}))}return e}function s(e,t){if(null==e)return{};var n,r,a=function(e,t){if(null==e)return{};var n,r,a={},o=Object.keys(e);for(r=0;r<o.length;r++)n=o[r],t.indexOf(n)>=0||(a[n]=e[n]);return a}(e,t);if(Object.getOwnPropertySymbols){var o=Object.getOwnPropertySymbols(e);for(r=0;r<o.length;r++)n=o[r],t.indexOf(n)>=0||Object.prototype.propertyIsEnumerable.call(e,n)&&(a[n]=e[n])}return a}var l=r.createContext({}),u=function(e){var t=r.useContext(l),n=t;return e&&(n="function"==typeof e?e(t):i(i({},t),e)),n},d=function(e){var t=u(e.components);return r.createElement(l.Provider,{value:t},e.children)},p="mdxType",c={inlineCode:"code",wrapper:function(e){var t=e.children;return r.createElement(r.Fragment,{},t)}},h=r.forwardRef((function(e,t){var n=e.components,a=e.mdxType,o=e.originalType,l=e.parentName,d=s(e,["components","mdxType","originalType","parentName"]),p=u(n),h=a,m=p["".concat(l,".").concat(h)]||p[h]||c[h]||o;return n?r.createElement(m,i(i({ref:t},d),{},{components:n})):r.createElement(m,i({ref:t},d))}));function m(e,t){var n=arguments,a=t&&t.mdxType;if("string"==typeof e||a){var o=n.length,i=new Array(o);i[0]=h;var s={};for(var l in t)hasOwnProperty.call(t,l)&&(s[l]=t[l]);s.originalType=e,s[p]="string"==typeof e?e:a,i[1]=s;for(var u=2;u<o;u++)i[u]=n[u];return r.createElement.apply(null,i)}return r.createElement.apply(null,n)}h.displayName="MDXCreateElement"}}]);
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+"use strict";(self.webpackChunkdocs_v_2=self.webpackChunkdocs_v_2||[]).push([[8915],{6974:(e,t,n)=>{n.r(t),n.d(t,{assets:()=>l,contentTitle:()=>i,default:()=>c,frontMatter:()=>o,metadata:()=>s,toc:()=>u});var r=n(83117),a=(n(67294),n(3905));const o={title:"Alerts and Reports",hide_title:!0,sidebar_position:10,version:2},i=void 0,s={unversionedId:"installation/alerts-reports",id:"installation/alerts-reports",title:"Alerts and Reports",description:"Alerts and Reports",source:"@site/docs/installation/alerts-reports.mdx",sourceDirName:"installation",slug:"/installation/alerts-reports",permalink:"/docs/installation/alerts-reports",draft:!1,editUrl:"https://github.com/apache/superset/tree/master/docs/docs/installation/alerts-reports.mdx",tags:[],version:"current",sidebarPosition:10,frontMatter:{title:"Alerts and Reports",hide_title:!0,sidebar_position:10,version:2},sidebar:"tutorialSidebar",previous:{title:"Async Queries via Celery",permalink:"/docs/installation/async-queries-celery"},next:{title:"SQL Templating",permalink:"/docs/installation/sql-templating"}},l={},u=[{value:"Alerts and Reports",id:"alerts-and-reports",level:2},{value:"Requirements",id:"requirements",level:3},{value:"Commons",id:"commons",level:4},{value:"In your <code>superset_config.py</code> or <code>superset_config_docker.py</code>",id:"in-your-superset_configpy-or-superset_config_dockerpy",level:5},{value:"Disable dry-run mode",id:"disable-dry-run-mode",level:6},{value:"In your <code>Dockerfile</code>",id:"in-your-dockerfile",level:5},{value:"Slack integration",id:"slack-integration",level:4},{value:"Kubernetes-specific",id:"kubernetes-specific",level:4},{value:"Docker Compose specific",id:"docker-compose-specific",level:4},{value:"You must have in your <code>docker-compose.yml</code>",id:"you-must-have-in-your-docker-composeyml",level:5},{value:"Detailed config",id:"detailed-config",level:3},{value:"Custom Dockerfile",id:"custom-dockerfile",level:3},{value:"Using Firefox",id:"using-firefox",level:4},{value:"Using Chrome",id:"using-chrome",level:4},{value:"Troubleshooting",id:"troubleshooting",level:3},{value:"Confirm feature flag is enabled and you have sufficient permissions",id:"confirm-feature-flag-is-enabled-and-you-have-sufficient-permissions",level:4},{value:"Check the logs of your Celery worker",id:"check-the-logs-of-your-celery-worker",level:4},{value:"Check web browser and webdriver installation",id:"check-web-browser-and-webdriver-installation",level:4},{value:"Send a test email",id:"send-a-test-email",level:4},{value:"Browse to your report from the worker",id:"browse-to-your-report-from-the-worker",level:4},{value:"Scheduling Queries as Reports",id:"scheduling-queries-as-reports",level:3}],d={toc:u},p="wrapper";function c(e){let{components:t,...n}=e;return(0,a.kt)(p,(0,r.Z)({},d,n,{components:t,mdxType:"MDXLayout"}),(0,a.kt)("h2",{id:"alerts-and-reports"},"Alerts and Reports"),(0,a.kt)("p",null,"Users can configure automated alerts and reports to send dashboards or charts to an email recipient or Slack channel."),(0,a.kt)("ul",null,(0,a.kt)("li",{parentName:"ul"},(0,a.kt)("em",{parentName:"li"},"Alerts")," are sent when a SQL condition is reached"),(0,a.kt)("li",{parentName:"ul"},(0,a.kt)("em",{parentName:"li"},"Reports")," are sent on a schedule")),(0,a.kt)("p",null,"Alerts and reports are disabled by default. To turn them on, you need to do some setup, described here."),(0,a.kt)("h3",{id:"requirements"},"Requirements"),(0,a.kt)("h4",{id:"commons"},"Commons"),(0,a.kt)("h5",{id:"in-your-superset_configpy-or-superset_config_dockerpy"},"In your ",(0,a.kt)("inlineCode",{parentName:"h5"},"superset_config.py")," or ",(0,a.kt)("inlineCode",{parentName:"h5"},"superset_config_docker.py")),(0,a.kt)("ul",null,(0,a.kt)("li",{parentName:"ul"},(0,a.kt)("inlineCode",{parentName:"li"},'"ALERT_REPORTS"')," ",(0,a.kt)("a",{parentName:"li",href:"/docs/installation/configuring-superset#feature-flags"},"feature flag")," must be turned to True."),(0,a.kt)("li",{parentName:"ul"},(0,a.kt)("inlineCode",{parentName:"li"},"beat_schedule")," in CeleryConfig must contain schedule for ",(0,a.kt)("inlineCode",{parentName:"li"},"reports.scheduler"),"."),(0,a.kt)("li",{parentName:"ul"},"At least one of those must be configured, depending on what you want to use:",(0,a.kt)("ul",{parentName:"li"},(0,a.kt)("li",{parentName:"ul"},"emails: ",(0,a.kt)("inlineCode",{parentName:"li"},"SMTP_*")," settings"),(0,a.kt)("li",{parentName:"ul"},"Slack messages: ",(0,a.kt)("inlineCode",{parentName:"li"},"SLACK_API_TOKEN"))))),(0,a.kt)("h6",{id:"disable-dry-run-mode"},"Disable dry-run mode"),(0,a.kt)("p",null,"Screenshots will be taken but no messages actually sent as long as ",(0,a.kt)("inlineCode",{parentName:"p"},"ALERT_REPORTS_NOTIFICATION_DRY_RUN = True"),", its default value in ",(0,a.kt)("inlineCode",{parentName:"p"},"docker/pythonpath_dev/superset_config.py"),". To disable dry-run mode and start receiving email/Slack notifications, set ",(0,a.kt)("inlineCode",{parentName:"p"},"ALERT_REPORTS_NOTIFICATION_DRY_RUN")," to ",(0,a.kt)("inlineCode",{parentName:"p"},"False")," in ",(0,a.kt)("a",{parentName:"p",href:"https://github.com/apache/superset/blob/master/docker/pythonpath_dev/superset_config.py"},"superset config"),"."),(0,a.kt)("h5",{id:"in-your-dockerfile"},"In your ",(0,a.kt)("inlineCode",{parentName:"h5"},"Dockerfile")),(0,a.kt)("ul",null,(0,a.kt)("li",{parentName:"ul"},"You must install a headless browser, for taking screenshots of the charts and dashboards. Only Firefox and Chrome are currently supported.",(0,a.kt)("blockquote",{parentName:"li"},(0,a.kt)("p",{parentName:"blockquote"},"If you choose Chrome, you must also change the value of ",(0,a.kt)("inlineCode",{parentName:"p"},"WEBDRIVER_TYPE")," to ",(0,a.kt)("inlineCode",{parentName:"p"},'"chrome"')," in your ",(0,a.kt)("inlineCode",{parentName:"p"},"superset_config.py"),".")))),(0,a.kt)("p",null,"Note: All the components required (Firefox headless browser, Redis, Postgres db, celery worker and celery beat) are present in the ",(0,a.kt)("em",{parentName:"p"},"dev")," docker image if you are following ",(0,a.kt)("a",{parentName:"p",href:"/docs/installation/installing-superset-using-docker-compose/"},"Installing Superset Locally"),".\nAll you need to do is add the required config variables described in this guide (See ",(0,a.kt)("inlineCode",{parentName:"p"},"Detailed Config"),")."),(0,a.kt)("p",null,"If you are running a non-dev docker image, e.g., a stable release like ",(0,a.kt)("inlineCode",{parentName:"p"},"apache/superset:2.0.1"),", that image does not include a headless browser. Only the ",(0,a.kt)("inlineCode",{parentName:"p"},"superset_worker"),' container needs this headless browser to browse to the target chart or dashboard.\nYou can either install and configure the headless browser - see "Custom Dockerfile" section below - or when deploying via ',(0,a.kt)("inlineCode",{parentName:"p"},"docker compose"),", modify your ",(0,a.kt)("inlineCode",{parentName:"p"},"docker-compose.yml")," file to use a dev image for the worker container and a stable release image for the ",(0,a.kt)("inlineCode",{parentName:"p"},"superset_app")," container."),(0,a.kt)("p",null,(0,a.kt)("em",{parentName:"p"},"Note"),': In this context, a "dev image" is the same application software as its corresponding non-dev image, just bundled with additional tools. So an image like ',(0,a.kt)("inlineCode",{parentName:"p"},"2.0.1-dev")," is identical to ",(0,a.kt)("inlineCode",{parentName:"p"},"2.0.1"),' when it comes to stability, functionality, and running in production. The actual "in-development" versions of Superset - cutting-edge and unstable - are not tagged with version numbers on Docker Hub and will display version ',(0,a.kt)("inlineCode",{parentName:"p"},"0.0.0-dev")," within the Superset UI."),(0,a.kt)("h4",{id:"slack-integration"},"Slack integration"),(0,a.kt)("p",null,"To send alerts and reports to Slack channels, you need to create a new Slack Application on your workspace."),(0,a.kt)("ol",null,(0,a.kt)("li",{parentName:"ol"},"Connect to your Slack workspace, then head to ",(0,a.kt)("a",{parentName:"li",href:"https://api.slack.com/apps"},"https://api.slack.com/apps"),"."),(0,a.kt)("li",{parentName:"ol"},"Create a new app."),(0,a.kt)("li",{parentName:"ol"},'Go to "OAuth & Permissions" section, and give the following scopes to your app:',(0,a.kt)("ul",{parentName:"li"},(0,a.kt)("li",{parentName:"ul"},(0,a.kt)("inlineCode",{parentName:"li"},"incoming-webhook")),(0,a.kt)("li",{parentName:"ul"},(0,a.kt)("inlineCode",{parentName:"li"},"files:write")),(0,a.kt)("li",{parentName:"ul"},(0,a.kt)("inlineCode",{parentName:"li"},"chat:write")))),(0,a.kt)("li",{parentName:"ol"},'At the top of the "OAuth and Permissions" section, click "install to workspace".'),(0,a.kt)("li",{parentName:"ol"},"Select a default channel for your app and continue.\n(You can post to any channel by inviting your Superset app into that channel)."),(0,a.kt)("li",{parentName:"ol"},'The app should now be installed in your workspace, and a "Bot User OAuth Access Token" should have been created. Copy that token in the ',(0,a.kt)("inlineCode",{parentName:"li"},"SLACK_API_TOKEN")," variable of your ",(0,a.kt)("inlineCode",{parentName:"li"},"superset_config.py"),"."),(0,a.kt)("li",{parentName:"ol"},"Restart the service (or run ",(0,a.kt)("inlineCode",{parentName:"li"},"superset init"),") to pull in the new configuration.")),(0,a.kt)("p",null,"Note: when you configure an alert or a report, the Slack channel list takes channel names without the leading '#' e.g. use ",(0,a.kt)("inlineCode",{parentName:"p"},"alerts")," instead of ",(0,a.kt)("inlineCode",{parentName:"p"},"#alerts"),"."),(0,a.kt)("h4",{id:"kubernetes-specific"},"Kubernetes-specific"),(0,a.kt)("ul",null,(0,a.kt)("li",{parentName:"ul"},"You must have a ",(0,a.kt)("inlineCode",{parentName:"li"},"celery beat")," pod running. If you're using the chart included in the GitHub repository under ",(0,a.kt)("a",{parentName:"li",href:"https://github.com/apache/superset/tree/master/helm/superset"},"helm/superset"),", you need to put ",(0,a.kt)("inlineCode",{parentName:"li"},"supersetCeleryBeat.enabled = true")," in your values override."),(0,a.kt)("li",{parentName:"ul"},"You can see the dedicated docs about ",(0,a.kt)("a",{parentName:"li",href:"/docs/installation/running-on-kubernetes"},"Kubernetes installation")," for more generic details.")),(0,a.kt)("h4",{id:"docker-compose-specific"},"Docker Compose specific"),(0,a.kt)("h5",{id:"you-must-have-in-your-docker-composeyml"},"You must have in your ",(0,a.kt)("inlineCode",{parentName:"h5"},"docker-compose.yml")),(0,a.kt)("ul",null,(0,a.kt)("li",{parentName:"ul"},"A Redis message broker"),(0,a.kt)("li",{parentName:"ul"},"PostgreSQL DB instead of SQLlite"),(0,a.kt)("li",{parentName:"ul"},"One or more ",(0,a.kt)("inlineCode",{parentName:"li"},"celery worker")),(0,a.kt)("li",{parentName:"ul"},"A single ",(0,a.kt)("inlineCode",{parentName:"li"},"celery beat"))),(0,a.kt)("p",null,"This process also works in a Docker swarm environment, you would just need to add ",(0,a.kt)("inlineCode",{parentName:"p"},"Deploy:")," to the Superset, Redis and Postgres services along with your specific configs for your swarm."),(0,a.kt)("h3",{id:"detailed-config"},"Detailed config"),(0,a.kt)("p",null,"The following configurations need to be added to the ",(0,a.kt)("inlineCode",{parentName:"p"},"superset_config.py")," file. This file is loaded when the image runs, and any configurations in it will override the default configurations found in the ",(0,a.kt)("inlineCode",{parentName:"p"},"config.py"),"."),(0,a.kt)("p",null,"You can find documentation about each field in the default ",(0,a.kt)("inlineCode",{parentName:"p"},"config.py")," in the GitHub repository under ",(0,a.kt)("a",{parentName:"p",href:"https://github.com/apache/superset/blob/master/superset/config.py"},"superset/config.py"),"."),(0,a.kt)("p",null,"You need to replace default values with your custom Redis, Slack and/or SMTP config."),(0,a.kt)("p",null,"Superset uses Celery beat and Celery worker(s) to send alerts and reports."),(0,a.kt)("ul",null,(0,a.kt)("li",{parentName:"ul"},"The beat is the scheduler that tells the worker when to perform its tasks. This schedule is defined when you create the alert or report."),(0,a.kt)("li",{parentName:"ul"},"The worker will process the tasks that need to be performed when an alert or report is fired.")),(0,a.kt)("p",null,"In the ",(0,a.kt)("inlineCode",{parentName:"p"},"CeleryConfig"),", only the ",(0,a.kt)("inlineCode",{parentName:"p"},"beat_schedule")," is relevant to this feature, the rest of the ",(0,a.kt)("inlineCode",{parentName:"p"},"CeleryConfig")," can be changed for your needs."),(0,a.kt)("pre",null,(0,a.kt)("code",{parentName:"pre",className:"language-python"},'from celery.schedules import crontab\n\nFEATURE_FLAGS = {\n "ALERT_REPORTS": True\n}\n\nREDIS_HOST = "superset_cache"\nREDIS_PORT = "6379"\n\nclass CeleryConfig:\n broker_url = f"redis://{REDIS_HOST}:{REDIS_PORT}/0"\n imports = (\n "superset.sql_lab",\n "superset.tasks.scheduler",\n )\n result_backend = f"redis://{REDIS_HOST}:{REDIS_PORT}/0"\n worker_prefetch_multiplier = 10\n task_acks_late = True\n task_annotations = {\n "sql_lab.get_sql_results": {\n "rate_limit": "100/s",\n },\n }\n beat_schedule = {\n "reports.scheduler": {\n "task": "reports.scheduler",\n "schedule": crontab(minute="*", hour="*"),\n },\n "reports.prune_log": {\n "task": "reports.prune_log",\n "schedule": crontab(minute=0, hour=0),\n },\n }\nCELERY_CONFIG = CeleryConfig\n\nSCREENSHOT_LOCATE_WAIT = 100\nSCREENSHOT_LOAD_WAIT = 600\n\n# Slack configuration\nSLACK_API_TOKEN = "xoxb-"\n\n# Email configuration\nSMTP_HOST = "smtp.sendgrid.net" # change to your host\nSMTP_PORT = 2525 # your port, e.g. 587\nSMTP_STARTTLS = True\nSMTP_SSL_SERVER_AUTH = True # If your using an SMTP server with a valid certificate\nSMTP_SSL = False\nSMTP_USER = "your_user" # use the empty string "" if using an unauthenticated SMTP server\nSMTP_PASSWORD = "your_password" # use the empty string "" if using an unauthenticated SMTP server\nSMTP_MAIL_FROM = "noreply@youremail.com"\nEMAIL_REPORTS_SUBJECT_PREFIX = "[Superset] " # optional - overwrites default value in config.py of "[Report] "\n\n# WebDriver configuration\n# If you use Firefox, you can stick with default values\n# If you use Chrome, then add the following WEBDRIVER_TYPE and WEBDRIVER_OPTION_ARGS\nWEBDRIVER_TYPE = "chrome"\nWEBDRIVER_OPTION_ARGS = [\n "--force-device-scale-factor=2.0",\n "--high-dpi-support=2.0",\n "--headless",\n "--disable-gpu",\n "--disable-dev-shm-usage",\n "--no-sandbox",\n "--disable-setuid-sandbox",\n "--disable-extensions",\n]\n\n# This is for internal use, you can keep http\nWEBDRIVER_BASEURL = "http://superset:8088"\n# This is the link sent to the recipient. Change to your domain, e.g. https://superset.mydomain.com\nWEBDRIVER_BASEURL_USER_FRIENDLY = "http://localhost:8088"\n')),(0,a.kt)("p",null,"You also need\nto specify on behalf of which username to render the dashboards. In general dashboards and charts\nare not accessible to unauthorized requests, that is why the worker needs to take over credentials\nof an existing user to take a snapshot."),(0,a.kt)("p",null,"By default, Alerts and Reports are executed as the owner of the alert/report object. To use a fixed user account,\njust change the config as follows (",(0,a.kt)("inlineCode",{parentName:"p"},"admin")," in this example):"),(0,a.kt)("pre",null,(0,a.kt)("code",{parentName:"pre",className:"language-python"},"from superset.tasks.types import ExecutorType\n\nTHUMBNAIL_SELENIUM_USER = 'admin'\nALERT_REPORTS_EXECUTE_AS = [ExecutorType.SELENIUM]\n")),(0,a.kt)("p",null,"Please refer to ",(0,a.kt)("inlineCode",{parentName:"p"},"ExecutorType")," in the codebase for other executor types."),(0,a.kt)("p",null,(0,a.kt)("strong",{parentName:"p"},"Important notes")),(0,a.kt)("ul",null,(0,a.kt)("li",{parentName:"ul"},"Be mindful of the concurrency setting for celery (using ",(0,a.kt)("inlineCode",{parentName:"li"},"-c 4"),"). Selenium/webdriver instances can\nconsume a lot of CPU / memory on your servers."),(0,a.kt)("li",{parentName:"ul"},"In some cases, if you notice a lot of leaked geckodriver processes, try running your celery\nprocesses with ",(0,a.kt)("inlineCode",{parentName:"li"},"celery worker --pool=prefork --max-tasks-per-child=128 ...")),(0,a.kt)("li",{parentName:"ul"},"It is recommended to run separate workers for the ",(0,a.kt)("inlineCode",{parentName:"li"},"sql_lab")," and ",(0,a.kt)("inlineCode",{parentName:"li"},"email_reports")," tasks. This can be\ndone using the ",(0,a.kt)("inlineCode",{parentName:"li"},"queue")," field in ",(0,a.kt)("inlineCode",{parentName:"li"},"task_annotations"),"."),(0,a.kt)("li",{parentName:"ul"},"Adjust ",(0,a.kt)("inlineCode",{parentName:"li"},"WEBDRIVER_BASEURL")," in your configuration file if celery workers can\u2019t access Superset via\nits default value of ",(0,a.kt)("inlineCode",{parentName:"li"},"http://0.0.0.0:8080/"),".")),(0,a.kt)("h3",{id:"custom-dockerfile"},"Custom Dockerfile"),(0,a.kt)("p",null,"If you're running the dev version of a released Superset image, like ",(0,a.kt)("inlineCode",{parentName:"p"},"apache/superset:2.0.1-dev"),", you should be set with the above."),(0,a.kt)("p",null,"But if you're building your own image, or starting with a non-dev version, a webdriver (and headless browser) is needed to capture screenshots of the charts and dashboards which are then sent to the recipient.\nHere's how you can modify your Dockerfile to take the screenshots either with Firefox or Chrome."),(0,a.kt)("h4",{id:"using-firefox"},"Using Firefox"),(0,a.kt)("pre",null,(0,a.kt)("code",{parentName:"pre",className:"language-docker"},"FROM apache/superset:2.0.1\n\nUSER root\n\nRUN apt-get update && \\\n apt-get install --no-install-recommends -y firefox-esr\n\nENV GECKODRIVER_VERSION=0.29.0\nRUN wget -q https://github.com/mozilla/geckodriver/releases/download/v${GECKODRIVER_VERSION}/geckodriver-v${GECKODRIVER_VERSION}-linux64.tar.gz && \\\n tar -x geckodriver -zf geckodriver-v${GECKODRIVER_VERSION}-linux64.tar.gz -O > /usr/bin/geckodriver && \\\n chmod 755 /usr/bin/geckodriver && \\\n rm geckodriver-v${GECKODRIVER_VERSION}-linux64.tar.gz\n\nRUN pip install --no-cache gevent psycopg2 redis\n\nUSER superset\n")),(0,a.kt)("h4",{id:"using-chrome"},"Using Chrome"),(0,a.kt)("pre",null,(0,a.kt)("code",{parentName:"pre",className:"language-docker"},"FROM apache/superset:2.0.1\n\nUSER root\n\nRUN apt-get update && \\\n wget -q https://dl.google.com/linux/direct/google-chrome-stable_current_amd64.deb && \\\n apt-get install -y --no-install-recommends ./google-chrome-stable_current_amd64.deb && \\\n rm -f google-chrome-stable_current_amd64.deb\n\nRUN export CHROMEDRIVER_VERSION=$(curl --silent https://chromedriver.storage.googleapis.com/LATEST_RELEASE_102) && \\\n wget -q https://chromedriver.storage.googleapis.com/${CHROMEDRIVER_VERSION}/chromedriver_linux64.zip && \\\n unzip chromedriver_linux64.zip -d /usr/bin && \\\n chmod 755 /usr/bin/chromedriver && \\\n rm -f chromedriver_linux64.zip\n\nRUN pip install --no-cache gevent psycopg2 redis\n\nUSER superset\n")),(0,a.kt)("p",null,"Don't forget to set ",(0,a.kt)("inlineCode",{parentName:"p"},"WEBDRIVER_TYPE")," and ",(0,a.kt)("inlineCode",{parentName:"p"},"WEBDRIVER_OPTION_ARGS")," in your config if you use Chrome."),(0,a.kt)("h3",{id:"troubleshooting"},"Troubleshooting"),(0,a.kt)("p",null,"There are many reasons that reports might not be working. Try these steps to check for specific issues."),(0,a.kt)("h4",{id:"confirm-feature-flag-is-enabled-and-you-have-sufficient-permissions"},"Confirm feature flag is enabled and you have sufficient permissions"),(0,a.kt)("p",null,'If you don\'t see "Alerts & Reports" under the ',(0,a.kt)("em",{parentName:"p"},"Manage")," section of the Settings dropdown in the Superset UI, you need to enable the ",(0,a.kt)("inlineCode",{parentName:"p"},"ALERT_REPORTS")," feature flag (see above). Enable another feature flag and check to see that it took effect, to verify that your config file is getting loaded."),(0,a.kt)("p",null,"Log in as an admin user to ensure you have adequate permissions."),(0,a.kt)("h4",{id:"check-the-logs-of-your-celery-worker"},"Check the logs of your Celery worker"),(0,a.kt)("p",null,"This is the best source of information about the problem. In a docker compose deployment, you can do this with a command like ",(0,a.kt)("inlineCode",{parentName:"p"},"docker logs superset_worker --since 1h"),"."),(0,a.kt)("h4",{id:"check-web-browser-and-webdriver-installation"},"Check web browser and webdriver installation"),(0,a.kt)("p",null,"To take a screenshot, the worker visits the dashboard or chart using a headless browser, then takes a screenshot. If you are able to send a chart as CSV or text but can't send as PNG, your problem may lie with the browser."),(0,a.kt)("p",null,"Superset docker images that have a tag ending with ",(0,a.kt)("inlineCode",{parentName:"p"},"-dev")," have the Firefox headless browser and geckodriver already installed. You can test that these are installed and in the proper path by entering your Superset worker and running ",(0,a.kt)("inlineCode",{parentName:"p"},"firefox --headless")," and then ",(0,a.kt)("inlineCode",{parentName:"p"},"geckodriver"),". Both commands should start those applications."),(0,a.kt)("p",null,"If you are handling the installation of that software on your own, or wish to use Chromium instead, do your own verification to ensure that the headless browser opens successfully in the worker environment."),(0,a.kt)("h4",{id:"send-a-test-email"},"Send a test email"),(0,a.kt)("p",null,"One symptom of an invalid connection to an email server is receiving an error of ",(0,a.kt)("inlineCode",{parentName:"p"},"[Errno 110] Connection timed out")," in your logs when the report tries to send."),(0,a.kt)("p",null,"Confirm via testing that your outbound email configuration is correct. Here is the simplest test, for an un-authenticated email SMTP email service running on port 25. If you are sending over SSL, for instance, study how ",(0,a.kt)("a",{parentName:"p",href:"https://github.com/apache/superset/blob/master/superset/utils/core.py#L818"},"Superset's codebase sends emails")," and then test with those commands and arguments."),(0,a.kt)("p",null,"Start Python in your worker environment, replace all example values, and run:"),(0,a.kt)("pre",null,(0,a.kt)("code",{parentName:"pre",className:"language-python"},"import smtplib\nfrom email.mime.multipart import MIMEMultipart\nfrom email.mime.text import MIMEText\n\nfrom_email = 'superset_emails@example.com'\nto_email = 'your_email@example.com'\nmsg = MIMEMultipart()\nmsg['From'] = from_email\nmsg['To'] = to_email\nmsg['Subject'] = 'Superset SMTP config test'\nmessage = 'It worked'\nmsg.attach(MIMEText(message))\nmailserver = smtplib.SMTP('smtpmail.example.com', 25)\nmailserver.sendmail(from_email, to_email, msg.as_string())\nmailserver.quit()\n")),(0,a.kt)("p",null,"This should send an email."),(0,a.kt)("p",null,"Possible fixes:"),(0,a.kt)("ul",null,(0,a.kt)("li",{parentName:"ul"},"Some cloud hosts disable outgoing unauthenticated SMTP email to prevent spam. For instance, ",(0,a.kt)("a",{parentName:"li",href:"https://learn.microsoft.com/en-us/azure/virtual-network/troubleshoot-outbound-smtp-connectivity"},"Azure blocks port 25 by default on some machines"),". Enable that port or use another sending method."),(0,a.kt)("li",{parentName:"ul"},"Use another set of SMTP credentials that you verify works in this setup.")),(0,a.kt)("h4",{id:"browse-to-your-report-from-the-worker"},"Browse to your report from the worker"),(0,a.kt)("p",null,"The worker may be unable to reach the report. It will use the value of ",(0,a.kt)("inlineCode",{parentName:"p"},"WEBDRIVER_BASEURL")," to browse to the report. If that route is invalid, or presents an authentication challenge that the worker can't pass, the report screenshot will fail."),(0,a.kt)("p",null,"Check this by attempting to ",(0,a.kt)("inlineCode",{parentName:"p"},"curl")," the URL of a report that you see in the error logs of your worker. For instance, from the worker environment, run ",(0,a.kt)("inlineCode",{parentName:"p"},"curl http://superset_app:8088/superset/dashboard/1/"),". You may get different responses depending on whether the dashboard exists - for example, you may need to change the ",(0,a.kt)("inlineCode",{parentName:"p"},"1")," in that URL. If there's a URL in your logs from a failed report screenshot, that's a good place to start. The goal is to determine a valid value for ",(0,a.kt)("inlineCode",{parentName:"p"},"WEBDRIVER_BASEURL")," and determine if an issue like HTTPS or authentication is redirecting your worker."),(0,a.kt)("p",null,"In a deployment with authentication measures enabled like HTTPS and Single Sign-On, it may make sense to have the worker navigate directly to the Superset application running in the same location, avoiding the need to sign in. For instance, you could use ",(0,a.kt)("inlineCode",{parentName:"p"},'WEBDRIVER_BASEURL="http://superset_app:8088"')," for a docker compose deployment, and set ",(0,a.kt)("inlineCode",{parentName:"p"},'"force_https": False,')," in your ",(0,a.kt)("inlineCode",{parentName:"p"},"TALISMAN_CONFIG"),"."),(0,a.kt)("h3",{id:"scheduling-queries-as-reports"},"Scheduling Queries as Reports"),(0,a.kt)("p",null,"You can optionally allow your users to schedule queries directly in SQL Lab. This is done by adding\nextra metadata to saved queries, which are then picked up by an external scheduled (like\n",(0,a.kt)("a",{parentName:"p",href:"https://airflow.apache.org/"},"Apache Airflow"),")."),(0,a.kt)("p",null,"To allow scheduled queries, add the following to ",(0,a.kt)("inlineCode",{parentName:"p"},"SCHEDULED_QUERIES")," in your configuration file:"),(0,a.kt)("pre",null,(0,a.kt)("code",{parentName:"pre",className:"language-python"},"SCHEDULED_QUERIES = {\n # This information is collected when the user clicks \"Schedule query\",\n # and saved into the `extra` field of saved queries.\n # See: https://github.com/mozilla-services/react-jsonschema-form\n 'JSONSCHEMA': {\n 'title': 'Schedule',\n 'description': (\n 'In order to schedule a query, you need to specify when it '\n 'should start running, when it should stop running, and how '\n 'often it should run. You can also optionally specify '\n 'dependencies that should be met before the query is '\n 'executed. Please read the documentation for best practices '\n 'and more information on how to specify dependencies.'\n ),\n 'type': 'object',\n 'properties': {\n 'output_table': {\n 'type': 'string',\n 'title': 'Output table name',\n },\n 'start_date': {\n 'type': 'string',\n 'title': 'Start date',\n # date-time is parsed using the chrono library, see\n # https://www.npmjs.com/package/chrono-node#usage\n 'format': 'date-time',\n 'default': 'tomorrow at 9am',\n },\n 'end_date': {\n 'type': 'string',\n 'title': 'End date',\n # date-time is parsed using the chrono library, see\n # https://www.npmjs.com/package/chrono-node#usage\n 'format': 'date-time',\n 'default': '9am in 30 days',\n },\n 'schedule_interval': {\n 'type': 'string',\n 'title': 'Schedule interval',\n },\n 'dependencies': {\n 'type': 'array',\n 'title': 'Dependencies',\n 'items': {\n 'type': 'string',\n },\n },\n },\n },\n 'UISCHEMA': {\n 'schedule_interval': {\n 'ui:placeholder': '@daily, @weekly, etc.',\n },\n 'dependencies': {\n 'ui:help': (\n 'Check the documentation for the correct format when '\n 'defining dependencies.'\n ),\n },\n },\n 'VALIDATION': [\n # ensure that start_date <= end_date\n {\n 'name': 'less_equal',\n 'arguments': ['start_date', 'end_date'],\n 'message': 'End date cannot be before start date',\n # this is where the error message is shown\n 'container': 'end_date',\n },\n ],\n # link to the scheduler; this example links to an Airflow pipeline\n # that uses the query id and the output table as its name\n 'linkback': (\n 'https://airflow.example.com/admin/airflow/tree?'\n 'dag_id=query_${id}_${extra_json.schedule_info.output_table}'\n ),\n}\n")),(0,a.kt)("p",null,"This configuration is based on\n",(0,a.kt)("a",{parentName:"p",href:"https://github.com/mozilla-services/react-jsonschema-form"},"react-jsonschema-form")," and will add a\nmenu item called \u201cSchedule\u201d to SQL Lab. When the menu item is clicked, a modal will show up where\nthe user can add the metadata required for scheduling the query."),(0,a.kt)("p",null,"This information can then be retrieved from the endpoint ",(0,a.kt)("inlineCode",{parentName:"p"},"/savedqueryviewapi/api/read")," and used to\nschedule the queries that have ",(0,a.kt)("inlineCode",{parentName:"p"},"scheduled_queries")," in their JSON metadata. 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<p>
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+ <a href="/docs/security/" target="_blank" rel="noreferrer">Security</a> |
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<a href="https://www.apache.org/foundation/thanks.html" target="_blank" rel="noreferrer">Thanks</a> |
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+ <a href="/docs/security/" target="_blank" rel="noreferrer">Security</a> |
<a href="https://www.apache.org/foundation/sponsorship.html" target="_blank" rel="noreferrer">Donate</a> |
<a href="https://www.apache.org/foundation/thanks.html" target="_blank" rel="noreferrer">Thanks</a> |
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+ <a href="/docs/security/" target="_blank" rel="noreferrer">Security</a> |
<a href="https://www.apache.org/foundation/sponsorship.html" target="_blank" rel="noreferrer">Donate</a> |
<a href="https://www.apache.org/foundation/thanks.html" target="_blank" rel="noreferrer">Thanks</a> |
<a href="https://apache.org/events/current-event" target="_blank" rel="noreferrer">Events</a> |
@@ -47,7 +47,7 @@
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<img referrerpolicy="no-referrer-when-downgrade" src="https://static.scarf.sh/a.png?x-pxid=39ae6855-95fc-4566-86e5-360d542b0a68">
</div></div></div></footer></div>
-<script src="/assets/js/runtime~main.c16720db.js"></script>
-<script src="/assets/js/main.f3802c3e.js"></script>
+<script src="/assets/js/runtime~main.5d93ee42.js"></script>
+<script src="/assets/js/main.ce18e882.js"></script>
</body>
</html>
\ No newline at end of file
diff --git a/docs/contributing/conventions-and-typing/index.html b/docs/contributing/conventions-and-typing/index.html
index 2c6296e..17d4ded 100644
--- a/docs/contributing/conventions-and-typing/index.html
+++ b/docs/contributing/conventions-and-typing/index.html
@@ -18,8 +18,8 @@
<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.fb442465.css">
-<link rel="preload" href="/assets/js/runtime~main.c16720db.js" as="script">
-<link rel="preload" href="/assets/js/main.f3802c3e.js" as="script">
+<link rel="preload" href="/assets/js/runtime~main.5d93ee42.js" as="script">
+<link rel="preload" href="/assets/js/main.ce18e882.js" as="script">
</head>
<body class="navigation-with-keyboard">
<script>!function(){function t(t){document.documentElement.setAttribute("data-theme",t)}var e=function(){var t=null;try{t=new URLSearchParams(window.location.search).get("docusaurus-theme")}catch(t){}return t}()||function(){var t=null;try{t=localStorage.getItem("theme")}catch(t){}return t}();t(null!==e?e:"light")}()</script><div id="__docusaurus">
@@ -39,7 +39,7 @@
<img class="footer__divider" src="/img/community/line.png" alt="Divider">
<p>
<small>
- <a href="https://superset.apache.org/docs/security/" target="_blank" rel="noreferrer">Security</a> |
+ <a href="/docs/security/" target="_blank" rel="noreferrer">Security</a> |
<a href="https://www.apache.org/foundation/sponsorship.html" target="_blank" rel="noreferrer">Donate</a> |
<a href="https://www.apache.org/foundation/thanks.html" target="_blank" rel="noreferrer">Thanks</a> |
<a href="https://apache.org/events/current-event" target="_blank" rel="noreferrer">Events</a> |
@@ -49,7 +49,7 @@
<!-- 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.c16720db.js"></script>
-<script src="/assets/js/main.f3802c3e.js"></script>
+<script src="/assets/js/runtime~main.5d93ee42.js"></script>
+<script src="/assets/js/main.ce18e882.js"></script>
</body>
</html>
\ No newline at end of file
diff --git a/docs/contributing/creating-viz-plugins/index.html b/docs/contributing/creating-viz-plugins/index.html
index c182c49..b709ec8 100644
--- a/docs/contributing/creating-viz-plugins/index.html
+++ b/docs/contributing/creating-viz-plugins/index.html
@@ -18,8 +18,8 @@
<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.fb442465.css">
-<link rel="preload" href="/assets/js/runtime~main.c16720db.js" as="script">
-<link rel="preload" href="/assets/js/main.f3802c3e.js" as="script">
+<link rel="preload" href="/assets/js/runtime~main.5d93ee42.js" as="script">
+<link rel="preload" href="/assets/js/main.ce18e882.js" as="script">
</head>
<body class="navigation-with-keyboard">
<script>!function(){function t(t){document.documentElement.setAttribute("data-theme",t)}var e=function(){var t=null;try{t=new URLSearchParams(window.location.search).get("docusaurus-theme")}catch(t){}return t}()||function(){var t=null;try{t=localStorage.getItem("theme")}catch(t){}return t}();t(null!==e?e:"light")}()</script><div id="__docusaurus">
@@ -51,7 +51,7 @@
<img class="footer__divider" src="/img/community/line.png" alt="Divider">
<p>
<small>
- <a href="https://superset.apache.org/docs/security/" target="_blank" rel="noreferrer">Security</a> |
+ <a href="/docs/security/" target="_blank" rel="noreferrer">Security</a> |
<a href="https://www.apache.org/foundation/sponsorship.html" target="_blank" rel="noreferrer">Donate</a> |
<a href="https://www.apache.org/foundation/thanks.html" target="_blank" rel="noreferrer">Thanks</a> |
<a href="https://apache.org/events/current-event" target="_blank" rel="noreferrer">Events</a> |
@@ -61,7 +61,7 @@
<!-- 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.c16720db.js"></script>
-<script src="/assets/js/main.f3802c3e.js"></script>
+<script src="/assets/js/runtime~main.5d93ee42.js"></script>
+<script src="/assets/js/main.ce18e882.js"></script>
</body>
</html>
\ No newline at end of file
diff --git a/docs/contributing/hooks-and-linting/index.html b/docs/contributing/hooks-and-linting/index.html
index 9c58d6a..3a9e2dd 100644
--- a/docs/contributing/hooks-and-linting/index.html
+++ b/docs/contributing/hooks-and-linting/index.html
@@ -18,8 +18,8 @@
<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.fb442465.css">
-<link rel="preload" href="/assets/js/runtime~main.c16720db.js" as="script">
-<link rel="preload" href="/assets/js/main.f3802c3e.js" as="script">
+<link rel="preload" href="/assets/js/runtime~main.5d93ee42.js" as="script">
+<link rel="preload" href="/assets/js/main.ce18e882.js" as="script">
</head>
<body class="navigation-with-keyboard">
<script>!function(){function t(t){document.documentElement.setAttribute("data-theme",t)}var e=function(){var t=null;try{t=new URLSearchParams(window.location.search).get("docusaurus-theme")}catch(t){}return t}()||function(){var t=null;try{t=localStorage.getItem("theme")}catch(t){}return t}();t(null!==e?e:"light")}()</script><div id="__docusaurus">
@@ -36,7 +36,7 @@
<img class="footer__divider" src="/img/community/line.png" alt="Divider">
<p>
<small>
- <a href="https://superset.apache.org/docs/security/" target="_blank" rel="noreferrer">Security</a> |
+ <a href="/docs/security/" target="_blank" rel="noreferrer">Security</a> |
<a href="https://www.apache.org/foundation/sponsorship.html" target="_blank" rel="noreferrer">Donate</a> |
<a href="https://www.apache.org/foundation/thanks.html" target="_blank" rel="noreferrer">Thanks</a> |
<a href="https://apache.org/events/current-event" target="_blank" rel="noreferrer">Events</a> |
@@ -46,7 +46,7 @@
<!-- 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.c16720db.js"></script>
-<script src="/assets/js/main.f3802c3e.js"></script>
+<script src="/assets/js/runtime~main.5d93ee42.js"></script>
+<script src="/assets/js/main.ce18e882.js"></script>
</body>
</html>
\ No newline at end of file
diff --git a/docs/contributing/local-backend/index.html b/docs/contributing/local-backend/index.html
index 87ab612..910afa6 100644
--- a/docs/contributing/local-backend/index.html
+++ b/docs/contributing/local-backend/index.html
@@ -18,12 +18,12 @@
<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.fb442465.css">
-<link rel="preload" href="/assets/js/runtime~main.c16720db.js" as="script">
-<link rel="preload" href="/assets/js/main.f3802c3e.js" as="script">
+<link rel="preload" href="/assets/js/runtime~main.5d93ee42.js" as="script">
+<link rel="preload" href="/assets/js/main.ce18e882.js" as="script">
</head>
<body class="navigation-with-keyboard">
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aria-label="Breadcrumbs"><ul class="breadcrumbs" itemscope="" itemtype="https://schema.org/BreadcrumbList"><li class="breadcrumbs__item"><a aria-label="Home page" class="breadcrumbs__link" href="/"><svg viewBox="0 0 24 24" class="breadcrumbHomeIcon_YNFT"><path d="M10 19v-5h4v5c0 .55.45 1 1 1h3c.55 0 1-.45 1-1v-7h1.7c.46 0 .68-.57.33-.87L12.67 3.6c-.38-.34-.96-.34-1.34 0l-8.36 7.53c-.34.3-.13.87.33.87H5v7c0 .55.45 1 1 1h3c.55 0 1-.45 1-1z" fill="currentColor"></path></svg></a></li><li class="breadcrumbs__item"><span class="breadcrumbs__link">Contributing</span><meta itemprop="position" content="1"></li><li itemscope="" itemprop="itemListElement" itemtype="https://schema.org/ListItem" class="breadcrumbs__item breadcrumbs__item--active"><span class="breadcrumbs__link" itemprop="name">Running a Local Flask Backend</span><meta itemprop="position" content="2"></li></ul></nav><div class="tocCollapsible_ETCw theme-doc-toc-mobile tocMobile_ITEo"><button type="button" class="clean-btn tocCollapsibleButton_TO0P">On this page</button></div><div class="theme-doc-markdown markdown"><h3 class="anchor anchorWithStickyNavbar_LWe7" id="flask-server">Flask server<a href="#flask-server" class="hash-link" aria-label="Direct link to Flask server" title="Direct link to Flask server"></a></h3><h4 class="anchor anchorWithStickyNavbar_LWe7" id="os-dependencies">OS Dependencies<a href="#os-dependencies" class="hash-link" aria-label="Direct link to OS Dependencies" title="Direct link to OS Dependencies"></a></h4><p>Make sure your machine meets the <a href="/docs/installation/installing-superset-from-scratch#os-dependencies">OS dependencies</a> before following these steps.
You also need to install MySQL or <a href="https://mariadb.com/downloads" target="_blank" rel="noopener noreferrer">MariaDB</a>.</p><p>Ensure that you are using Python version 3.9 or 3.10, then proceed with:</p><div class="language-bash codeBlockContainer_Ckt0 theme-code-block" style="--prism-color:#393A34;--prism-background-color:#f6f8fa"><div class="codeBlockContent_biex"><pre tabindex="0" class="prism-code language-bash codeBlock_bY9V thin-scrollbar"><code class="codeBlockLines_e6Vv"><span class="token-line" style="color:#393A34"><span class="token comment" style="color:#999988;font-style:italic"># Create a virtual environment and activate it (recommended)</span><span class="token plain"></span><br></span><span class="token-line" style="color:#393A34"><span class="token plain">python3 -m venv venv </span><span class="token comment" style="color:#999988;font-style:italic"># setup a python3 virtualenv</span><span class="token plain"></span><br></span><span class="token-line" style="color:#393A34"><span class="token plain"></span><span class="token builtin class-name">source</span><span class="token plain"> venv/bin/activate</span><br></span><span class="token-line" style="color:#393A34"><span class="token plain" style="display:inline-block"></span><br></span><span class="token-line" style="color:#393A34"><span class="token plain"></span><span class="token comment" style="color:#999988;font-style:italic"># Install external dependencies</span><span class="token plain"></span><br></span><span class="token-line" style="color:#393A34"><span class="token plain">pip </span><span class="token function" style="color:#d73a49">install</span><span class="token plain"> -r requirements/testing.txt</span><br></span><span class="token-line" style="color:#393A34"><span class="token plain" style="display:inline-block"></span><br></span><span class="token-line" style="color:#393A34"><span class="token plain"></span><span class="token comment" style="color:#999988;font-style:italic"># Install Superset in editable (development) mode</span><span class="token plain"></span><br></span><span class="token-line" style="color:#393A34"><span class="token plain">pip </span><span class="token function" style="color:#d73a49">install</span><span class="token plain"> -e </span><span class="token builtin class-name">.</span><span class="token plain"></span><br></span><span class="token-line" style="color:#393A34"><span class="token plain" style="display:inline-block"></span><br></span><span class="token-line" style="color:#393A34"><span class="token plain"></span><span class="token comment" style="color:#999988;font-style:italic"># Initialize the database</span><span class="token plain"></span><br></span><span class="token-line" style="color:#393A34"><span class="token plain"></span><span class="token comment" style="color:#999988;font-style:italic"># Note: For generating a SECRET_KEY if you haven't done already, you can use the command:</span><span class="token plain"></span><br></span><span class="token-line" style="color:#393A34"><span class="token plain"></span><span class="token comment" style="color:#999988;font-style:italic"># echo "SECRET_KEY='$(openssl rand -base64 42)'" | tee -a superset_config.py</span><span class="token plain"></span><br></span><span class="token-line" style="color:#393A34"><span class="token plain">superset db upgrade</span><br></span><span class="token-line" style="color:#393A34"><span class="token plain" style="display:inline-block"></span><br></span><span class="token-line" style="color:#393A34"><span class="token plain"></span><span class="token comment" style="color:#999988;font-style:italic"># Create an admin user in your metadata database (use `admin` as username to be able to load the examples)</span><span class="token plain"></span><br></span><span class="token-line" style="color:#393A34"><span class="token plain">superset fab create-admin</span><br></span><span class="token-line" style="color:#393A34"><span class="token plain" style="display:inline-block"></span><br></span><span class="token-line" style="color:#393A34"><span class="token plain"></span><span class="token comment" style="color:#999988;font-style:italic"># Create default roles and permissions</span><span class="token plain"></span><br></span><span class="token-line" style="color:#393A34"><span class="token plain">superset init</span><br></span><span class="token-line" style="color:#393A34"><span class="token plain" style="display:inline-block"></span><br></span><span class="token-line" style="color:#393A34"><span class="token plain"></span><span class="token comment" style="color:#999988;font-style:italic"># Load some data to play with.</span><span class="token plain"></span><br></span><span class="token-line" style="color:#393A34"><span class="token plain"></span><span class="token comment" style="color:#999988;font-style:italic"># Note: you MUST have previously created an admin user with the username `admin` for this command to work.</span><span class="token plain"></span><br></span><span class="token-line" style="color:#393A34"><span class="token plain">superset load-examples</span><br></span><span class="token-line" style="color:#393A34"><span class="token plain" style="display:inline-block"></span><br></span><span class="token-line" style="color:#393A34"><span class="token plain"></span><span class="token comment" style="color:#999988;font-style:italic"># Start the Flask dev web server from inside your virtualenv.</span><span class="token plain"></span><br></span><span class="token-line" style="color:#393A34"><span class="token plain"></span><span class="token comment" style="color:#999988;font-style:italic"># Note that your page may not have CSS at this point.</span><span class="token plain"></span><br></span><span class="token-line" style="color:#393A34"><span class="token plain">superset run -p </span><span class="token number" style="color:#36acaa">8088</span><span class="token plain"> --with-threads --reload --debugger --debug</span><br></span></code></pre><div class="buttonGroup__atx"><button type="button" aria-label="Copy code to clipboard" title="Copy" class="clean-btn"><span class="copyButtonIcons_eSgA" aria-hidden="true"><svg viewBox="0 0 24 24" class="copyButtonIcon_y97N"><path fill="currentColor" d="M19,21H8V7H19M19,5H8A2,2 0 0,0 6,7V21A2,2 0 0,0 8,23H19A2,2 0 0,0 21,21V7A2,2 0 0,0 19,5M16,1H4A2,2 0 0,0 2,3V17H4V3H16V1Z"></path></svg><svg viewBox="0 0 24 24" class="copyButtonSuccessIcon_LjdS"><path fill="currentColor" d="M21,7L9,19L3.5,13.5L4.91,12.09L9,16.17L19.59,5.59L21,7Z"></path></svg></span></button></div></div></div><p>Or you can install via our Makefile</p><div class="language-bash codeBlockContainer_Ckt0 theme-code-block" style="--prism-color:#393A34;--prism-background-color:#f6f8fa"><div class="codeBlockContent_biex"><pre tabindex="0" class="prism-code language-bash codeBlock_bY9V thin-scrollbar"><code class="codeBlockLines_e6Vv"><span class="token-line" style="color:#393A34"><span class="token comment" style="color:#999988;font-style:italic"># Create a virtual environment and activate it (recommended)</span><span class="token plain"></span><br></span><span class="token-line" style="color:#393A34"><span class="token plain">python3 -m venv venv </span><span class="token comment" style="color:#999988;font-style:italic"># setup a python3 virtualenv</span><span class="token plain"></span><br></span><span class="token-line" style="color:#393A34"><span class="token plain"></span><span class="token builtin class-name">source</span><span class="token plain"> venv/bin/activate</span><br></span><span class="token-line" style="color:#393A34"><span class="token plain" style="display:inline-block"></span><br></span><span class="token-line" style="color:#393A34"><span class="token plain"></span><span class="token comment" style="color:#999988;font-style:italic"># install pip packages + pre-commit</span><span class="token plain"></span><br></span><span class="token-line" style="color:#393A34"><span class="token plain"></span><span class="token function" style="color:#d73a49">make</span><span class="token plain"> </span><span class="token function" style="color:#d73a49">install</span><span class="token plain"></span><br></span><span class="token-line" style="color:#393A34"><span class="token plain" style="display:inline-block"></span><br></span><span class="token-line" style="color:#393A34"><span class="token plain"></span><span class="token comment" style="color:#999988;font-style:italic"># Install superset pip packages and setup env only</span><span class="token plain"></span><br></span><span class="token-line" style="color:#393A34"><span class="token plain"></span><span class="token function" style="color:#d73a49">make</span><span class="token plain"> superset</span><br></span><span class="token-line" style="color:#393A34"><span class="token plain" style="display:inline-block"></span><br></span><span class="token-line" style="color:#393A34"><span class="token plain"></span><span class="token comment" style="color:#999988;font-style:italic"># Setup pre-commit only</span><span class="token plain"></span><br></span><span class="token-line" style="color:#393A34"><span class="token plain"></span><span class="token function" style="color:#d73a49">make</span><span class="token plain"> pre-commit</span><br></span></code></pre><div class="buttonGroup__atx"><button type="button" aria-label="Copy code to clipboard" title="Copy" class="clean-btn"><span class="copyButtonIcons_eSgA" aria-hidden="true"><svg viewBox="0 0 24 24" class="copyButtonIcon_y97N"><path fill="currentColor" d="M19,21H8V7H19M19,5H8A2,2 0 0,0 6,7V21A2,2 0 0,0 8,23H19A2,2 0 0,0 21,21V7A2,2 0 0,0 19,5M16,1H4A2,2 0 0,0 2,3V17H4V3H16V1Z"></path></svg><svg viewBox="0 0 24 24" class="copyButtonSuccessIcon_LjdS"><path fill="currentColor" d="M21,7L9,19L3.5,13.5L4.91,12.09L9,16.17L19.59,5.59L21,7Z"></path></svg></span></button></div></div></div><p><strong>Note: the FLASK_APP env var should not need to be set, as it's currently controlled
via <code>.flaskenv</code>, however if needed, it should be set to <code>superset.app:create_app()</code></strong></p><p>If you have made changes to the FAB-managed templates, which are not built the same way as the newer, React-powered front-end assets, you need to start the app without the <code>--with-threads</code> argument like so:
<code>superset run -p 8088 --reload --debugger --debug</code></p><h4 class="anchor anchorWithStickyNavbar_LWe7" id="dependencies">Dependencies<a href="#dependencies" class="hash-link" aria-label="Direct link to Dependencies" title="Direct link to Dependencies"></a></h4><p>If you add a new requirement or update an existing requirement (per the <code>install_requires</code> section in <code>setup.py</code>) you must recompile (freeze) the Python dependencies to ensure that for CI, testing, etc. the build is deterministic. This can be achieved via,</p><div class="language-bash codeBlockContainer_Ckt0 theme-code-block" style="--prism-color:#393A34;--prism-background-color:#f6f8fa"><div class="codeBlockContent_biex"><pre tabindex="0" class="prism-code language-bash codeBlock_bY9V thin-scrollbar"><code class="codeBlockLines_e6Vv"><span class="token-line" style="color:#393A34"><span class="token plain">$ python3 -m venv venv</span><br></span><span class="token-line" style="color:#393A34"><span class="token plain">$ </span><span class="token builtin class-name">source</span><span class="token plain"> venv/bin/activate</span><br></span><span class="token-line" style="color:#393A34"><span class="token plain">$ python3 -m pip </span><span class="token function" style="color:#d73a49">install</span><span class="token plain"> -r requirements/integration.txt</span><br></span><span class="token-line" style="color:#393A34"><span class="token plain">$ pip-compile-multi --no-upgrade</span><br></span></code></pre><div class="buttonGroup__atx"><button type="button" aria-label="Copy code to clipboard" title="Copy" class="clean-btn"><span class="copyButtonIcons_eSgA" aria-hidden="true"><svg viewBox="0 0 24 24" class="copyButtonIcon_y97N"><path fill="currentColor" d="M19,21H8V7H19M19,5H8A2,2 0 0,0 6,7V21A2,2 0 0,0 8,23H19A2,2 0 0,0 21,21V7A2,2 0 0,0 19,5M16,1H4A2,2 0 0,0 2,3V17H4V3H16V1Z"></path></svg><svg viewBox="0 0 24 24" class="copyButtonSuccessIcon_LjdS"><path fill="currentColor" d="M21,7L9,19L3.5,13.5L4.91,12.09L9,16.17L19.59,5.59L21,7Z"></path></svg></span></button></div></div></div><h4 class="anchor anchorWithStickyNavbar_LWe7" id="logging-to-the-browser-console">Logging to the browser console<a href="#logging-to-the-browser-console" class="hash-link" aria-label="Direct link to Logging to the browser console" title="Direct link to Logging to the browser console"></a></h4><p>This feature is only available on Python 3. When debugging your application, you can have the server logs sent directly to the browser console using the <a href="https://github.com/betodealmeida/consolelog" target="_blank" rel="noopener noreferrer">ConsoleLog</a> package. You need to mutate the app, by adding the following to your <code>config.py</code> or <code>superset_config.py</code>:</p><div class="language-python codeBlockContainer_Ckt0 theme-code-block" style="--prism-color:#393A34;--prism-background-color:#f6f8fa"><div class="codeBlockContent_biex"><pre tabindex="0" class="prism-code language-python codeBlock_bY9V thin-scrollbar"><code class="codeBlockLines_e6Vv"><span class="token-line" style="color:#393A34"><span class="token keyword" style="color:#00009f">from</span><span class="token plain"> console_log </span><span class="token keyword" style="color:#00009f">import</span><span class="token plain"> ConsoleLog</span><br></span><span class="token-line" style="color:#393A34"><span class="token plain" style="display:inline-block"></span><br></span><span class="token-line" style="color:#393A34"><span class="token plain"></span><span class="token keyword" style="color:#00009f">def</span><span class="token plain"> </span><span class="token function" style="color:#d73a49">FLASK_APP_MUTATOR</span><span class="token punctuation" style="color:#393A34">(</span><span class="token plain">app</span><span class="token punctuation" style="color:#393A34">)</span><span class="token punctuation" style="color:#393A34">:</span><span class="token plain"></span><br></span><span class="token-line" style="color:#393A34"><span class="token plain"> app</span><span class="token punctuation" style="color:#393A34">.</span><span class="token plain">wsgi_app </span><span class="token operator" style="color:#393A34">=</span><span class="token plain"> ConsoleLog</span><span class="token punctuation" style="color:#393A34">(</span><span class="token plain">app</span><span class="token punctuation" style="color:#393A34">.</span><span class="token plain">wsgi_app</span><span class="token punctuation" style="color:#393A34">,</span><span class="token plain"> app</span><span class="token punctuation" style="color:#393A34">.</span><span class="token plain">logger</span><span class="token punctuation" style="color:#393A34">)</span><br></span></code></pre><div class="buttonGroup__atx"><button type="button" aria-label="Copy code to clipboard" title="Copy" class="clean-btn"><span class="copyButtonIcons_eSgA" aria-hidden="true"><svg viewBox="0 0 24 24" class="copyButtonIcon_y97N"><path fill="currentColor" d="M19,21H8V7H19M19,5H8A2,2 0 0,0 6,7V21A2,2 0 0,0 8,23H19A2,2 0 0,0 21,21V7A2,2 0 0,0 19,5M16,1H4A2,2 0 0,0 2,3V17H4V3H16V1Z"></path></svg><svg viewBox="0 0 24 24" class="copyButtonSuccessIcon_LjdS"><path fill="currentColor" d="M21,7L9,19L3.5,13.5L4.91,12.09L9,16.17L19.59,5.59L21,7Z"></path></svg></span></button></div></div></div><p>Then make sure you run your WSGI server using the right worker type:</p><div class="language-bash codeBlockContainer_Ckt0 theme-code-block" style="--prism-color:#393A34;--prism-background-color:#f6f8fa"><div class="codeBlockContent_biex"><pre tabindex="0" class="prism-code language-bash codeBlock_bY9V thin-scrollbar"><code class="codeBlockLines_e6Vv"><span class="token-line" style="color:#393A34"><span class="token assign-left variable" style="color:#36acaa">SUPERSET_ENV</span><span class="token operator" style="color:#393A34">=</span><span class="token plain">development gunicorn </span><span class="token string" style="color:#e3116c">"superset.app:create_app()"</span><span class="token plain"> -k </span><span class="token string" style="color:#e3116c">"geventwebsocket.gunicorn.workers.GeventWebSocketWorker"</span><span class="token plain"> -b </span><span class="token number" style="color:#36acaa">127.0</span><span class="token plain">.0.1:8088 --reload</span><br></span></code></pre><div class="buttonGroup__atx"><button type="button" aria-label="Copy code to clipboard" title="Copy" class="clean-btn"><span class="copyButtonIcons_eSgA" aria-hidden="true"><svg viewBox="0 0 24 24" class="copyButtonIcon_y97N"><path fill="currentColor" d="M19,21H8V7H19M19,5H8A2,2 0 0,0 6,7V21A2,2 0 0,0 8,23H19A2,2 0 0,0 21,21V7A2,2 0 0,0 19,5M16,1H4A2,2 0 0,0 2,3V17H4V3H16V1Z"></path></svg><svg viewBox="0 0 24 24" class="copyButtonSuccessIcon_LjdS"><path fill="currentColor" d="M21,7L9,19L3.5,13.5L4.91,12.09L9,16.17L19.59,5.59L21,7Z"></path></svg></span></button></div></div></div><p>You can log anything to the browser console, including objects:</p><div class="language-python codeBlockContainer_Ckt0 theme-code-block" style="--prism-color:#393A34;--prism-background-color:#f6f8fa"><div class="codeBlockContent_biex"><pre tabindex="0" class="prism-code language-python codeBlock_bY9V thin-scrollbar"><code class="codeBlockLines_e6Vv"><span class="token-line" style="color:#393A34"><span class="token keyword" style="color:#00009f">from</span><span class="token plain"> superset </span><span class="token keyword" style="color:#00009f">import</span><span class="token plain"> app</span><br></span><span class="token-line" style="color:#393A34"><span class="token plain">app</span><span class="token punctuation" style="color:#393A34">.</span><span class="token plain">logger</span><span class="token punctuation" style="color:#393A34">.</span><span class="token plain">error</span><span class="token punctuation" style="color:#393A34">(</span><span class="token string" style="color:#e3116c">'An exception occurred!'</span><span class="token punctuation" style="color:#393A34">)</span><span class="token plain"></span><br></span><span class="token-line" style="color:#393A34"><span class="token plain">app</span><span class="token punctuation" style="color:#393A34">.</span><span class="token plain">logger</span><span class="token punctuation" style="color:#393A34">.</span><span class="token plain">info</span><span class="token punctuation" style="color:#393A34">(</span><span class="token plain">form_data</span><span class="token punctuation" style="color:#393A34">)</span><br></span></code></pre><div class="buttonGroup__atx"><button type="button" aria-label="Copy code to clipboard" title="Copy" class="clean-btn"><span class="copyButtonIcons_eSgA" aria-hidden="true"><svg viewBox="0 0 24 24" class="copyButtonIcon_y97N"><path fill="currentColor" d="M19,21H8V7H19M19,5H8A2,2 0 0,0 6,7V21A2,2 0 0,0 8,23H19A2,2 0 0,0 21,21V7A2,2 0 0,0 19,5M16,1H4A2,2 0 0,0 2,3V17H4V3H16V1Z"></path></svg><svg viewBox="0 0 24 24" class="copyButtonSuccessIcon_LjdS"><path fill="currentColor" d="M21,7L9,19L3.5,13.5L4.91,12.09L9,16.17L19.59,5.59L21,7Z"></path></svg></span></button></div></div></div><h3 class="anchor anchorWithStickyNavbar_LWe7" id="frontend-assets">Frontend Assets<a href="#frontend-assets" class="hash-link" aria-label="Direct link to Frontend Assets" title="Direct link to Frontend Assets"></a></h3><p>See <a href="https://github.com/apache/superset/blob/master/CONTRIBUTING.md#frontend" target="_blank" rel="noopener noreferrer">Building Frontend Assets Locally</a></p></div><footer class="theme-doc-footer docusaurus-mt-lg"><div class="theme-doc-footer-edit-meta-row row"><div class="col"><a href="https://github.com/apache/superset/tree/master/docs/docs/contributing/local-backend.mdx" target="_blank" rel="noreferrer noopener" class="theme-edit-this-page"><svg fill="currentColor" height="20" width="20" viewBox="0 0 40 40" class="iconEdit_Z9Sw" aria-hidden="true"><g><path d="m34.5 11.7l-3 3.1-6.3-6.3 3.1-3q0.5-0.5 1.2-0.5t1.1 0.5l3.9 3.9q0.5 0.4 0.5 1.1t-0.5 1.2z m-29.5 17.1l18.4-18.5 6.3 6.3-18.4 18.4h-6.3v-6.2z"></path></g></svg>Edit this page</a></div><div class="col lastUpdated_vwxv"></div></div></footer></article><nav class="pagination-nav docusaurus-mt-lg" aria-label="Docs pages"><a class="pagination-nav__link pagination-nav__link--prev" href="/docs/contributing/style-guide"><div class="pagination-nav__sublabel">Previous</div><div class="pagination-nav__label">Style Guide</div></a><a class="pagination-nav__link pagination-nav__link--next" href="/docs/contributing/hooks-and-linting"><div class="pagination-nav__sublabel">Next</div><div class="pagination-nav__label">Pre-commit Hooks and Linting</div></a></nav></div></div><div class="col col--3"><div class="tableOfContents_bqdL thin-scrollbar theme-doc-toc-desktop"><ul class="table-of-contents table-of-contents__left-border"><li><a href="#flask-server" class="table-of-contents__link toc-highlight">Flask server</a></li><li><a href="#frontend-assets" class="table-of-contents__link toc-highlight">Frontend Assets</a></li></ul></div></div></div></div></main></div></div><footer class="footer"><div class="container container-fluid"><div class="footer__bottom text--center"><div class="footer__copyright">
@@ -38,7 +38,7 @@
<img class="footer__divider" src="/img/community/line.png" alt="Divider">
<p>
<small>
- <a href="https://superset.apache.org/docs/security/" target="_blank" rel="noreferrer">Security</a> |
+ <a href="/docs/security/" target="_blank" rel="noreferrer">Security</a> |
<a href="https://www.apache.org/foundation/sponsorship.html" target="_blank" rel="noreferrer">Donate</a> |
<a href="https://www.apache.org/foundation/thanks.html" target="_blank" rel="noreferrer">Thanks</a> |
<a href="https://apache.org/events/current-event" target="_blank" rel="noreferrer">Events</a> |
@@ -48,7 +48,7 @@
<!-- 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.c16720db.js"></script>
-<script src="/assets/js/main.f3802c3e.js"></script>
+<script src="/assets/js/runtime~main.5d93ee42.js"></script>
+<script src="/assets/js/main.ce18e882.js"></script>
</body>
</html>
\ No newline at end of file
diff --git a/docs/contributing/pull-request-guidelines/index.html b/docs/contributing/pull-request-guidelines/index.html
index 126739c..ea27a6f 100644
--- a/docs/contributing/pull-request-guidelines/index.html
+++ b/docs/contributing/pull-request-guidelines/index.html
@@ -18,8 +18,8 @@
<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.fb442465.css">
-<link rel="preload" href="/assets/js/runtime~main.c16720db.js" as="script">
-<link rel="preload" href="/assets/js/main.f3802c3e.js" as="script">
+<link rel="preload" href="/assets/js/runtime~main.5d93ee42.js" as="script">
+<link rel="preload" href="/assets/js/main.ce18e882.js" as="script">
</head>
<body class="navigation-with-keyboard">
<script>!function(){function t(t){document.documentElement.setAttribute("data-theme",t)}var e=function(){var t=null;try{t=new URLSearchParams(window.location.search).get("docusaurus-theme")}catch(t){}return t}()||function(){var t=null;try{t=localStorage.getItem("theme")}catch(t){}return t}();t(null!==e?e:"light")}()</script><div id="__docusaurus">
@@ -35,7 +35,7 @@
<img class="footer__divider" src="/img/community/line.png" alt="Divider">
<p>
<small>
- <a href="https://superset.apache.org/docs/security/" target="_blank" rel="noreferrer">Security</a> |
+ <a href="/docs/security/" target="_blank" rel="noreferrer">Security</a> |
<a href="https://www.apache.org/foundation/sponsorship.html" target="_blank" rel="noreferrer">Donate</a> |
<a href="https://www.apache.org/foundation/thanks.html" target="_blank" rel="noreferrer">Thanks</a> |
<a href="https://apache.org/events/current-event" target="_blank" rel="noreferrer">Events</a> |
@@ -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.c16720db.js"></script>
-<script src="/assets/js/main.f3802c3e.js"></script>
+<script src="/assets/js/runtime~main.5d93ee42.js"></script>
+<script src="/assets/js/main.ce18e882.js"></script>
</body>
</html>
\ No newline at end of file
diff --git a/docs/contributing/style-guide/index.html b/docs/contributing/style-guide/index.html
index f036847..8548e66 100644
--- a/docs/contributing/style-guide/index.html
+++ b/docs/contributing/style-guide/index.html
@@ -18,8 +18,8 @@
<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.fb442465.css">
-<link rel="preload" href="/assets/js/runtime~main.c16720db.js" as="script">
-<link rel="preload" href="/assets/js/main.f3802c3e.js" as="script">
+<link rel="preload" href="/assets/js/runtime~main.5d93ee42.js" as="script">
+<link rel="preload" href="/assets/js/main.ce18e882.js" as="script">
</head>
<body class="navigation-with-keyboard">
<script>!function(){function t(t){document.documentElement.setAttribute("data-theme",t)}var e=function(){var t=null;try{t=new URLSearchParams(window.location.search).get("docusaurus-theme")}catch(t){}return t}()||function(){var t=null;try{t=localStorage.getItem("theme")}catch(t){}return t}();t(null!==e?e:"light")}()</script><div id="__docusaurus">
@@ -38,7 +38,7 @@
<img class="footer__divider" src="/img/community/line.png" alt="Divider">
<p>
<small>
- <a href="https://superset.apache.org/docs/security/" target="_blank" rel="noreferrer">Security</a> |
+ <a href="/docs/security/" target="_blank" rel="noreferrer">Security</a> |
<a href="https://www.apache.org/foundation/sponsorship.html" target="_blank" rel="noreferrer">Donate</a> |
<a href="https://www.apache.org/foundation/thanks.html" target="_blank" rel="noreferrer">Thanks</a> |
<a href="https://apache.org/events/current-event" target="_blank" rel="noreferrer">Events</a> |
@@ -48,7 +48,7 @@
<!-- 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.c16720db.js"></script>
-<script src="/assets/js/main.f3802c3e.js"></script>
+<script src="/assets/js/runtime~main.5d93ee42.js"></script>
+<script src="/assets/js/main.ce18e882.js"></script>
</body>
</html>
\ No newline at end of file
diff --git a/docs/contributing/testing-locally/index.html b/docs/contributing/testing-locally/index.html
index 3916b37..3090259 100644
--- a/docs/contributing/testing-locally/index.html
+++ b/docs/contributing/testing-locally/index.html
@@ -18,8 +18,8 @@
<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.fb442465.css">
-<link rel="preload" href="/assets/js/runtime~main.c16720db.js" as="script">
-<link rel="preload" href="/assets/js/main.f3802c3e.js" as="script">
+<link rel="preload" href="/assets/js/runtime~main.5d93ee42.js" as="script">
+<link rel="preload" href="/assets/js/main.ce18e882.js" as="script">
</head>
<body class="navigation-with-keyboard">
<script>!function(){function t(t){document.documentElement.setAttribute("data-theme",t)}var e=function(){var t=null;try{t=new URLSearchParams(window.location.search).get("docusaurus-theme")}catch(t){}return t}()||function(){var t=null;try{t=localStorage.getItem("theme")}catch(t){}return t}();t(null!==e?e:"light")}()</script><div id="__docusaurus">
@@ -42,7 +42,7 @@
<img class="footer__divider" src="/img/community/line.png" alt="Divider">
<p>
<small>
- <a href="https://superset.apache.org/docs/security/" target="_blank" rel="noreferrer">Security</a> |
+ <a href="/docs/security/" target="_blank" rel="noreferrer">Security</a> |
<a href="https://www.apache.org/foundation/sponsorship.html" target="_blank" rel="noreferrer">Donate</a> |
<a href="https://www.apache.org/foundation/thanks.html" target="_blank" rel="noreferrer">Thanks</a> |
<a href="https://apache.org/events/current-event" target="_blank" rel="noreferrer">Events</a> |
@@ -52,7 +52,7 @@
<!-- 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.c16720db.js"></script>
-<script src="/assets/js/main.f3802c3e.js"></script>
+<script src="/assets/js/runtime~main.5d93ee42.js"></script>
+<script src="/assets/js/main.ce18e882.js"></script>
</body>
</html>
\ No newline at end of file
diff --git a/docs/contributing/translations/index.html b/docs/contributing/translations/index.html
index 6435af6..e635f41 100644
--- a/docs/contributing/translations/index.html
+++ b/docs/contributing/translations/index.html
@@ -18,8 +18,8 @@
<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.fb442465.css">
-<link rel="preload" href="/assets/js/runtime~main.c16720db.js" as="script">
-<link rel="preload" href="/assets/js/main.f3802c3e.js" as="script">
+<link rel="preload" href="/assets/js/runtime~main.5d93ee42.js" as="script">
+<link rel="preload" href="/assets/js/main.ce18e882.js" as="script">
</head>
<body class="navigation-with-keyboard">
<script>!function(){function t(t){document.documentElement.setAttribute("data-theme",t)}var e=function(){var t=null;try{t=new URLSearchParams(window.location.search).get("docusaurus-theme")}catch(t){}return t}()||function(){var t=null;try{t=localStorage.getItem("theme")}catch(t){}return t}();t(null!==e?e:"light")}()</script><div id="__docusaurus">
@@ -66,7 +66,7 @@
<img class="footer__divider" src="/img/community/line.png" alt="Divider">
<p>
<small>
- <a href="https://superset.apache.org/docs/security/" target="_blank" rel="noreferrer">Security</a> |
+ <a href="/docs/security/" target="_blank" rel="noreferrer">Security</a> |
<a href="https://www.apache.org/foundation/sponsorship.html" target="_blank" rel="noreferrer">Donate</a> |
<a href="https://www.apache.org/foundation/thanks.html" target="_blank" rel="noreferrer">Thanks</a> |
<a href="https://apache.org/events/current-event" target="_blank" rel="noreferrer">Events</a> |
@@ -76,7 +76,7 @@
<!-- 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.c16720db.js"></script>
-<script src="/assets/js/main.f3802c3e.js"></script>
+<script src="/assets/js/runtime~main.5d93ee42.js"></script>
+<script src="/assets/js/main.ce18e882.js"></script>
</body>
</html>
\ 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 21c4543..0a5724f 100644
--- a/docs/contributing/types-of-contributions/index.html
+++ b/docs/contributing/types-of-contributions/index.html
@@ -18,8 +18,8 @@
<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.fb442465.css">
-<link rel="preload" href="/assets/js/runtime~main.c16720db.js" as="script">
-<link rel="preload" href="/assets/js/main.f3802c3e.js" as="script">
+<link rel="preload" href="/assets/js/runtime~main.5d93ee42.js" as="script">
+<link rel="preload" href="/assets/js/main.ce18e882.js" as="script">
</head>
<body class="navigation-with-keyboard">
<script>!function(){function t(t){document.documentElement.setAttribute("data-theme",t)}var e=function(){var t=null;try{t=new URLSearchParams(window.location.search).get("docusaurus-theme")}catch(t){}return t}()||function(){var t=null;try{t=localStorage.getItem("theme")}catch(t){}return t}();t(null!==e?e:"light")}()</script><div id="__docusaurus">
@@ -46,7 +46,7 @@
<img class="footer__divider" src="/img/community/line.png" alt="Divider">
<p>
<small>
- <a href="https://superset.apache.org/docs/security/" target="_blank" rel="noreferrer">Security</a> |
+ <a href="/docs/security/" target="_blank" rel="noreferrer">Security</a> |
<a href="https://www.apache.org/foundation/sponsorship.html" target="_blank" rel="noreferrer">Donate</a> |
<a href="https://www.apache.org/foundation/thanks.html" target="_blank" rel="noreferrer">Thanks</a> |
<a href="https://apache.org/events/current-event" target="_blank" rel="noreferrer">Events</a> |
@@ -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.c16720db.js"></script>
-<script src="/assets/js/main.f3802c3e.js"></script>
+<script src="/assets/js/runtime~main.5d93ee42.js"></script>
+<script src="/assets/js/main.ce18e882.js"></script>
</body>
</html>
\ 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 fbb1755..3880f3a 100644
--- a/docs/creating-charts-dashboards/creating-your-first-dashboard/index.html
+++ b/docs/creating-charts-dashboards/creating-your-first-dashboard/index.html
@@ -18,8 +18,8 @@
<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.fb442465.css">
-<link rel="preload" href="/assets/js/runtime~main.c16720db.js" as="script">
-<link rel="preload" href="/assets/js/main.f3802c3e.js" as="script">
+<link rel="preload" href="/assets/js/runtime~main.5d93ee42.js" as="script">
+<link rel="preload" href="/assets/js/main.ce18e882.js" as="script">
</head>
<body class="navigation-with-keyboard">
<script>!function(){function t(t){document.documentElement.setAttribute("data-theme",t)}var e=function(){var t=null;try{t=new URLSearchParams(window.location.search).get("docusaurus-theme")}catch(t){}return t}()||function(){var t=null;try{t=localStorage.getItem("theme")}catch(t){}return t}();t(null!==e?e:"light")}()</script><div id="__docusaurus">
@@ -64,7 +64,7 @@
(the query, chart type, options selected, name, etc).</p><img loading="lazy" src="/img/tutorial/tutorial_first_dashboard.png" style="width:100%;max-width:500px" class="img_ev3q"><p> To resize the chart, start by clicking the Edit Dashboard button in the top right corner.</p><img loading="lazy" src="/img/tutorial/tutorial_edit_button.png" width="300" class="img_ev3q"><p>Then, click and drag the bottom right corner of the chart until the chart layout snaps
into a position you like onto the underlying grid.</p><img loading="lazy" src="/img/tutorial/tutorial_chart_resize.png" style="width:100%;max-width:500px" class="img_ev3q"><p> Click <strong>Save</strong> to persist the changes.</p><p>Congrats! You’ve successfully linked, analyzed, and visualized data in Superset. There are a wealth
of other table configuration and visualization options, so please start exploring and creating
-slices and dashboards of your own</p><p>ֿ</p><h3 class="anchor anchorWithStickyNavbar_LWe7" id="manage-access-to-dashboards">Manage access to Dashboards<a href="#manage-access-to-dashboards" class="hash-link" aria-label="Direct link to Manage access to Dashboards" title="Direct link to Manage access to Dashboards"></a></h3><p>Access to dashboards is managed via owners (users that have edit permissions to the dashboard)</p><p>Non-owner users access can be managed two different ways:</p><ol><li>Dataset permissions - if you add to the relevant role permissions to datasets it automatically grants implicit access to all dashboards that uses those permitted datasets</li><li>Dashboard roles - if you enable <strong>DASHBOARD_RBAC</strong> <a href="https://superset.apache.org/docs/installation/configuring-superset#feature-flags" target="_blank" rel="noopener noreferrer">feature flag</a> then you be able to manage which roles can access the dashboard<ul><li>Granting a role access to a dashboard will bypass dataset level checks. Having dashboard access implicitly grants read access to all the featured charts in the dashboard, and thereby also all the associated datasets.</li><li>If no roles are specified for a dashboard, regular <strong>Dataset permissions</strong> will apply.</li></ul></li></ol><img loading="lazy" src="/img/tutorial/tutorial_dashboard_access.png" class="img_ev3q"><h3 class="anchor anchorWithStickyNavbar_LWe7" id="customizing-dashboard">Customizing dashboard<a href="#customizing-dashboard" class="hash-link" aria-label="Direct link to Customizing dashboard" title="Direct link to Customizing dashboard"></a></h3><p>The following URL parameters can be used to modify how the dashboard is rendered:</p><ul><li><code>standalone</code>:<ul><li><code>0</code> (default): dashboard is displayed normally</li><li><code>1</code>: Top Navigation is hidden</li><li><code>2</code>: Top Navigation + title is hidden</li><li><code>3</code>: Top Navigation + title + top level tabs are hidden</li></ul></li><li><code>show_filters</code>:<ul><li><code>0</code>: render dashboard without Filter Bar</li><li><code>1</code> (default): render dashboard with Filter Bar if native filters are enabled</li></ul></li><li><code>expand_filters</code>:<ul><li>(default): render dashboard with Filter Bar expanded if there are native filters</li><li><code>0</code>: render dashboard with Filter Bar collapsed</li><li><code>1</code>: render dashboard with Filter Bar expanded</li></ul></li></ul><p>For example, when running the local development build, the following will disable the
+slices and dashboards of your own</p><p>ֿ</p><h3 class="anchor anchorWithStickyNavbar_LWe7" id="manage-access-to-dashboards">Manage access to Dashboards<a href="#manage-access-to-dashboards" class="hash-link" aria-label="Direct link to Manage access to Dashboards" title="Direct link to Manage access to Dashboards"></a></h3><p>Access to dashboards is managed via owners (users that have edit permissions to the dashboard)</p><p>Non-owner users access can be managed two different ways:</p><ol><li>Dataset permissions - if you add to the relevant role permissions to datasets it automatically grants implicit access to all dashboards that uses those permitted datasets</li><li>Dashboard roles - if you enable <strong>DASHBOARD_RBAC</strong> <a href="/docs/installation/configuring-superset#feature-flags">feature flag</a> then you be able to manage which roles can access the dashboard<ul><li>Granting a role access to a dashboard will bypass dataset level checks. Having dashboard access implicitly grants read access to all the featured charts in the dashboard, and thereby also all the associated datasets.</li><li>If no roles are specified for a dashboard, regular <strong>Dataset permissions</strong> will apply.</li></ul></li></ol><img loading="lazy" src="/img/tutorial/tutorial_dashboard_access.png" class="img_ev3q"><h3 class="anchor anchorWithStickyNavbar_LWe7" id="customizing-dashboard">Customizing dashboard<a href="#customizing-dashboard" class="hash-link" aria-label="Direct link to Customizing dashboard" title="Direct link to Customizing dashboard"></a></h3><p>The following URL parameters can be used to modify how the dashboard is rendered:</p><ul><li><code>standalone</code>:<ul><li><code>0</code> (default): dashboard is displayed normally</li><li><code>1</code>: Top Navigation is hidden</li><li><code>2</code>: Top Navigation + title is hidden</li><li><code>3</code>: Top Navigation + title + top level tabs are hidden</li></ul></li><li><code>show_filters</code>:<ul><li><code>0</code>: render dashboard without Filter Bar</li><li><code>1</code> (default): render dashboard with Filter Bar if native filters are enabled</li></ul></li><li><code>expand_filters</code>:<ul><li>(default): render dashboard with Filter Bar expanded if there are native filters</li><li><code>0</code>: render dashboard with Filter Bar collapsed</li><li><code>1</code>: render dashboard with Filter Bar expanded</li></ul></li></ul><p>For example, when running the local development build, the following will disable the
Top Nav and remove the Filter Bar:
<code>http://localhost:8088/superset/dashboard/my-dashboard/?standalone=1&show_filters=0</code></p></div><footer class="theme-doc-footer docusaurus-mt-lg"><div class="theme-doc-footer-edit-meta-row row"><div class="col"><a href="https://github.com/apache/superset/tree/master/docs/docs/creating-charts-dashboards/creating-your-first-dashboard.mdx" target="_blank" rel="noreferrer noopener" class="theme-edit-this-page"><svg fill="currentColor" height="20" width="20" viewBox="0 0 40 40" class="iconEdit_Z9Sw" aria-hidden="true"><g><path d="m34.5 11.7l-3 3.1-6.3-6.3 3.1-3q0.5-0.5 1.2-0.5t1.1 0.5l3.9 3.9q0.5 0.4 0.5 1.1t-0.5 1.2z m-29.5 17.1l18.4-18.5 6.3 6.3-18.4 18.4h-6.3v-6.2z"></path></g></svg>Edit this page</a></div><div class="col lastUpdated_vwxv"></div></div></footer></article><nav class="pagination-nav docusaurus-mt-lg" aria-label="Docs pages"><a class="pagination-nav__link pagination-nav__link--prev" href="/docs/installation/setup-ssh-tunneling"><div class="pagination-nav__sublabel">Previous</div><div class="pagination-nav__label">Setup SSH Tunneling</div></a><a class="pagination-nav__link pagination-nav__link--next" href="/docs/creating-charts-dashboards/exploring-data"><div class="pagination-nav__sublabel">Next</div><div class="pagination-nav__label">Exploring Data in Superset</div></a></nav></div></div><div class="col col--3"><div class="tableOfContents_bqdL thin-scrollbar theme-doc-toc-desktop"><ul class="table-of-contents table-of-contents__left-border"><li><a href="#creating-your-first-dashboard" class="table-of-contents__link toc-highlight">Creating Your First Dashboard</a><ul><li><a href="#connecting-to-a-new-database" class="table-of-contents__link toc-highlight">Connecting to a new database</a></li><li><a href="#registering-a-new-table" class="table-of-contents__link toc-highlight">Registering a new table</a></li><li><a href="#customizing-column-properties" class="table-of-contents__link toc-highlight">Customizing column properties</a></li><li><a href="#superset-semantic-layer" class="table-of-contents__link toc-highlight">Superset semantic layer</a></li><li><a href="#creating-charts-in-explore-view" class="table-of-contents__link toc-highlight">Creating charts in Explore view</a></li><li><a href="#creating-a-slice-and-dashboard" class="table-of-contents__link toc-highlight">Creating a slice and dashboard</a></li><li><a href="#manage-access-to-dashboards" class="table-of-contents__link toc-highlight">Manage access to Dashboards</a></li><li><a href="#customizing-dashboard" class="table-of-contents__link toc-highlight">Customizing dashboard</a></li></ul></li></ul></div></div></div></div></main></div></div><footer class="footer"><div class="container container-fluid"><div class="footer__bottom text--center"><div class="footer__copyright">
<div class="footer__applitools">
@@ -78,7 +78,7 @@
<img class="footer__divider" src="/img/community/line.png" alt="Divider">
<p>
<small>
- <a href="https://superset.apache.org/docs/security/" target="_blank" rel="noreferrer">Security</a> |
+ <a href="/docs/security/" target="_blank" rel="noreferrer">Security</a> |
<a href="https://www.apache.org/foundation/sponsorship.html" target="_blank" rel="noreferrer">Donate</a> |
<a href="https://www.apache.org/foundation/thanks.html" target="_blank" rel="noreferrer">Thanks</a> |
<a href="https://apache.org/events/current-event" target="_blank" rel="noreferrer">Events</a> |
@@ -88,7 +88,7 @@
<!-- 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.c16720db.js"></script>
-<script src="/assets/js/main.f3802c3e.js"></script>
+<script src="/assets/js/runtime~main.5d93ee42.js"></script>
+<script src="/assets/js/main.ce18e882.js"></script>
</body>
</html>
\ 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 cd3f763..e4723e0 100644
--- a/docs/creating-charts-dashboards/exploring-data/index.html
+++ b/docs/creating-charts-dashboards/exploring-data/index.html
@@ -18,8 +18,8 @@
<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.fb442465.css">
-<link rel="preload" href="/assets/js/runtime~main.c16720db.js" as="script">
-<link rel="preload" href="/assets/js/main.f3802c3e.js" as="script">
+<link rel="preload" href="/assets/js/runtime~main.5d93ee42.js" as="script">
+<link rel="preload" href="/assets/js/main.ce18e882.js" as="script">
</head>
<body class="navigation-with-keyboard">
<script>!function(){function t(t){document.documentElement.setAttribute("data-theme",t)}var e=function(){var t=null;try{t=new URLSearchParams(window.location.search).get("docusaurus-theme")}catch(t){}return t}()||function(){var t=null;try{t=localStorage.getItem("theme")}catch(t){}return t}();t(null!==e?e:"light")}()</script><div id="__docusaurus">
@@ -140,7 +140,7 @@
<img class="footer__divider" src="/img/community/line.png" alt="Divider">
<p>
<small>
- <a href="https://superset.apache.org/docs/security/" target="_blank" rel="noreferrer">Security</a> |
+ <a href="/docs/security/" target="_blank" rel="noreferrer">Security</a> |
<a href="https://www.apache.org/foundation/sponsorship.html" target="_blank" rel="noreferrer">Donate</a> |
<a href="https://www.apache.org/foundation/thanks.html" target="_blank" rel="noreferrer">Thanks</a> |
<a href="https://apache.org/events/current-event" target="_blank" rel="noreferrer">Events</a> |
@@ -150,7 +150,7 @@
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<img referrerpolicy="no-referrer-when-downgrade" src="https://static.scarf.sh/a.png?x-pxid=39ae6855-95fc-4566-86e5-360d542b0a68">
</div></div></div></footer></div>
-<script src="/assets/js/runtime~main.c16720db.js"></script>
-<script src="/assets/js/main.f3802c3e.js"></script>
+<script src="/assets/js/runtime~main.5d93ee42.js"></script>
+<script src="/assets/js/main.ce18e882.js"></script>
</body>
</html>
\ No newline at end of file
diff --git a/docs/databases/ascend/index.html b/docs/databases/ascend/index.html
index 46ffb37..45fa9c7 100644
--- a/docs/databases/ascend/index.html
+++ b/docs/databases/ascend/index.html
@@ -18,8 +18,8 @@
<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.fb442465.css">
-<link rel="preload" href="/assets/js/runtime~main.c16720db.js" as="script">
-<link rel="preload" href="/assets/js/main.f3802c3e.js" as="script">
+<link rel="preload" href="/assets/js/runtime~main.5d93ee42.js" as="script">
+<link rel="preload" href="/assets/js/main.ce18e882.js" as="script">
</head>
<body class="navigation-with-keyboard">
<script>!function(){function t(t){document.documentElement.setAttribute("data-theme",t)}var e=function(){var t=null;try{t=new URLSearchParams(window.location.search).get("docusaurus-theme")}catch(t){}return t}()||function(){var t=null;try{t=localStorage.getItem("theme")}catch(t){}return t}();t(null!==e?e:"light")}()</script><div id="__docusaurus">
@@ -35,7 +35,7 @@
<img class="footer__divider" src="/img/community/line.png" alt="Divider">
<p>
<small>
- <a href="https://superset.apache.org/docs/security/" target="_blank" rel="noreferrer">Security</a> |
+ <a href="/docs/security/" target="_blank" rel="noreferrer">Security</a> |
<a href="https://www.apache.org/foundation/sponsorship.html" target="_blank" rel="noreferrer">Donate</a> |
<a href="https://www.apache.org/foundation/thanks.html" target="_blank" rel="noreferrer">Thanks</a> |
<a href="https://apache.org/events/current-event" target="_blank" rel="noreferrer">Events</a> |
@@ -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.c16720db.js"></script>
-<script src="/assets/js/main.f3802c3e.js"></script>
+<script src="/assets/js/runtime~main.5d93ee42.js"></script>
+<script src="/assets/js/main.ce18e882.js"></script>
</body>
</html>
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diff --git a/docs/databases/athena/index.html b/docs/databases/athena/index.html
index b28df1d..4bb9465 100644
--- a/docs/databases/athena/index.html
+++ b/docs/databases/athena/index.html
@@ -18,8 +18,8 @@
<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.fb442465.css">
-<link rel="preload" href="/assets/js/runtime~main.c16720db.js" as="script">
-<link rel="preload" href="/assets/js/main.f3802c3e.js" as="script">
+<link rel="preload" href="/assets/js/runtime~main.5d93ee42.js" as="script">
+<link rel="preload" href="/assets/js/main.ce18e882.js" as="script">
</head>
<body class="navigation-with-keyboard">
<script>!function(){function t(t){document.documentElement.setAttribute("data-theme",t)}var e=function(){var t=null;try{t=new URLSearchParams(window.location.search).get("docusaurus-theme")}catch(t){}return t}()||function(){var t=null;try{t=localStorage.getItem("theme")}catch(t){}return t}();t(null!==e?e:"light")}()</script><div id="__docusaurus">
@@ -37,7 +37,7 @@
<img class="footer__divider" src="/img/community/line.png" alt="Divider">
<p>
<small>
- <a href="https://superset.apache.org/docs/security/" target="_blank" rel="noreferrer">Security</a> |
+ <a href="/docs/security/" target="_blank" rel="noreferrer">Security</a> |
<a href="https://www.apache.org/foundation/sponsorship.html" target="_blank" rel="noreferrer">Donate</a> |
<a href="https://www.apache.org/foundation/thanks.html" target="_blank" rel="noreferrer">Thanks</a> |
<a href="https://apache.org/events/current-event" target="_blank" rel="noreferrer">Events</a> |
@@ -47,7 +47,7 @@
<!-- telemetry/analytics pixel: -->
<img referrerpolicy="no-referrer-when-downgrade" src="https://static.scarf.sh/a.png?x-pxid=39ae6855-95fc-4566-86e5-360d542b0a68">
</div></div></div></footer></div>
-<script src="/assets/js/runtime~main.c16720db.js"></script>
-<script src="/assets/js/main.f3802c3e.js"></script>
+<script src="/assets/js/runtime~main.5d93ee42.js"></script>
+<script src="/assets/js/main.ce18e882.js"></script>
</body>
</html>
\ No newline at end of file
diff --git a/docs/databases/bigquery/index.html b/docs/databases/bigquery/index.html
index 98215ea..ff872ae 100644
--- a/docs/databases/bigquery/index.html
+++ b/docs/databases/bigquery/index.html
@@ -18,8 +18,8 @@
<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.fb442465.css">
-<link rel="preload" href="/assets/js/runtime~main.c16720db.js" as="script">
-<link rel="preload" href="/assets/js/main.f3802c3e.js" as="script">
+<link rel="preload" href="/assets/js/runtime~main.5d93ee42.js" as="script">
+<link rel="preload" href="/assets/js/main.ce18e882.js" as="script">
</head>
<body class="navigation-with-keyboard">
<script>!function(){function t(t){document.documentElement.setAttribute("data-theme",t)}var e=function(){var t=null;try{t=new URLSearchParams(window.location.search).get("docusaurus-theme")}catch(t){}return t}()||function(){var t=null;try{t=localStorage.getItem("theme")}catch(t){}return t}();t(null!==e?e:"light")}()</script><div id="__docusaurus">
@@ -42,7 +42,7 @@
<img class="footer__divider" src="/img/community/line.png" alt="Divider">
<p>
<small>
- <a href="https://superset.apache.org/docs/security/" target="_blank" rel="noreferrer">Security</a> |
+ <a href="/docs/security/" target="_blank" rel="noreferrer">Security</a> |
<a href="https://www.apache.org/foundation/sponsorship.html" target="_blank" rel="noreferrer">Donate</a> |
<a href="https://www.apache.org/foundation/thanks.html" target="_blank" rel="noreferrer">Thanks</a> |
<a href="https://apache.org/events/current-event" target="_blank" rel="noreferrer">Events</a> |
@@ -52,7 +52,7 @@
<!-- 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.c16720db.js"></script>
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+<script src="/assets/js/runtime~main.5d93ee42.js"></script>
+<script src="/assets/js/main.ce18e882.js"></script>
</body>
</html>
\ No newline at end of file
diff --git a/docs/databases/clickhouse/index.html b/docs/databases/clickhouse/index.html
index b28a8b7..a82db2d 100644
--- a/docs/databases/clickhouse/index.html
+++ b/docs/databases/clickhouse/index.html
@@ -18,8 +18,8 @@
<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.fb442465.css">
-<link rel="preload" href="/assets/js/runtime~main.c16720db.js" as="script">
-<link rel="preload" href="/assets/js/main.f3802c3e.js" as="script">
+<link rel="preload" href="/assets/js/runtime~main.5d93ee42.js" as="script">
+<link rel="preload" href="/assets/js/main.ce18e882.js" as="script">
</head>
<body class="navigation-with-keyboard">
<script>!function(){function t(t){document.documentElement.setAttribute("data-theme",t)}var e=function(){var t=null;try{t=new URLSearchParams(window.location.search).get("docusaurus-theme")}catch(t){}return t}()||function(){var t=null;try{t=localStorage.getItem("theme")}catch(t){}return t}();t(null!==e?e:"light")}()</script><div id="__docusaurus">
@@ -37,7 +37,7 @@
<img class="footer__divider" src="/img/community/line.png" alt="Divider">
<p>
<small>
- <a href="https://superset.apache.org/docs/security/" target="_blank" rel="noreferrer">Security</a> |
+ <a href="/docs/security/" target="_blank" rel="noreferrer">Security</a> |
<a href="https://www.apache.org/foundation/sponsorship.html" target="_blank" rel="noreferrer">Donate</a> |
<a href="https://www.apache.org/foundation/thanks.html" target="_blank" rel="noreferrer">Thanks</a> |
<a href="https://apache.org/events/current-event" target="_blank" rel="noreferrer">Events</a> |
@@ -47,7 +47,7 @@
<!-- telemetry/analytics pixel: -->
<img referrerpolicy="no-referrer-when-downgrade" src="https://static.scarf.sh/a.png?x-pxid=39ae6855-95fc-4566-86e5-360d542b0a68">
</div></div></div></footer></div>
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-<script src="/assets/js/main.f3802c3e.js"></script>
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diff --git a/docs/databases/cockroachdb/index.html b/docs/databases/cockroachdb/index.html
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<img class="footer__divider" src="/img/community/line.png" alt="Divider">
<p>
<small>
- <a href="https://superset.apache.org/docs/security/" target="_blank" rel="noreferrer">Security</a> |
+ <a href="/docs/security/" target="_blank" rel="noreferrer">Security</a> |
<a href="https://www.apache.org/foundation/sponsorship.html" target="_blank" rel="noreferrer">Donate</a> |
<a href="https://www.apache.org/foundation/thanks.html" target="_blank" rel="noreferrer">Thanks</a> |
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</div></div></div></footer></div>
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+<script src="/assets/js/runtime~main.5d93ee42.js"></script>
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diff --git a/docs/databases/cratedb/index.html b/docs/databases/cratedb/index.html
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<script src="https://www.bugherd.com/sidebarv2.js?apikey=enilpiu7bgexxsnoqfjtxa" async></script><link rel="stylesheet" href="/assets/css/styles.fb442465.css">
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</head>
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<script>!function(){function t(t){document.documentElement.setAttribute("data-theme",t)}var e=function(){var t=null;try{t=new URLSearchParams(window.location.search).get("docusaurus-theme")}catch(t){}return t}()||function(){var t=null;try{t=localStorage.getItem("theme")}catch(t){}return t}();t(null!==e?e:"light")}()</script><div id="__docusaurus">
@@ -39,7 +39,7 @@
<img class="footer__divider" src="/img/community/line.png" alt="Divider">
<p>
<small>
- <a href="https://superset.apache.org/docs/security/" target="_blank" rel="noreferrer">Security</a> |
+ <a href="/docs/security/" target="_blank" rel="noreferrer">Security</a> |
<a href="https://www.apache.org/foundation/sponsorship.html" target="_blank" rel="noreferrer">Donate</a> |
<a href="https://www.apache.org/foundation/thanks.html" target="_blank" rel="noreferrer">Thanks</a> |
<a href="https://apache.org/events/current-event" target="_blank" rel="noreferrer">Events</a> |
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</div></div></div></footer></div>
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+<script src="/assets/js/runtime~main.5d93ee42.js"></script>
+<script src="/assets/js/main.ce18e882.js"></script>
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diff --git a/docs/databases/databend/index.html b/docs/databases/databend/index.html
index 7edde85..ee2c4dd 100644
--- a/docs/databases/databend/index.html
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-<link rel="preload" href="/assets/js/runtime~main.c16720db.js" as="script">
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</head>
<body class="navigation-with-keyboard">
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@@ -36,7 +36,7 @@
<img class="footer__divider" src="/img/community/line.png" alt="Divider">
<p>
<small>
- <a href="https://superset.apache.org/docs/security/" target="_blank" rel="noreferrer">Security</a> |
+ <a href="/docs/security/" target="_blank" rel="noreferrer">Security</a> |
<a href="https://www.apache.org/foundation/sponsorship.html" target="_blank" rel="noreferrer">Donate</a> |
<a href="https://www.apache.org/foundation/thanks.html" target="_blank" rel="noreferrer">Thanks</a> |
<a href="https://apache.org/events/current-event" target="_blank" rel="noreferrer">Events</a> |
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</div></div></div></footer></div>
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diff --git a/docs/databases/databricks/index.html b/docs/databases/databricks/index.html
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</head>
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@@ -35,7 +35,7 @@
<img class="footer__divider" src="/img/community/line.png" alt="Divider">
<p>
<small>
- <a href="https://superset.apache.org/docs/security/" target="_blank" rel="noreferrer">Security</a> |
+ <a href="/docs/security/" target="_blank" rel="noreferrer">Security</a> |
<a href="https://www.apache.org/foundation/sponsorship.html" target="_blank" rel="noreferrer">Donate</a> |
<a href="https://www.apache.org/foundation/thanks.html" target="_blank" rel="noreferrer">Thanks</a> |
<a href="https://apache.org/events/current-event" target="_blank" rel="noreferrer">Events</a> |
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</div></div></div></footer></div>
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<img class="footer__divider" src="/img/community/line.png" alt="Divider">
<p>
<small>
- <a href="https://superset.apache.org/docs/security/" target="_blank" rel="noreferrer">Security</a> |
+ <a href="/docs/security/" target="_blank" rel="noreferrer">Security</a> |
<a href="https://www.apache.org/foundation/sponsorship.html" target="_blank" rel="noreferrer">Donate</a> |
<a href="https://www.apache.org/foundation/thanks.html" target="_blank" rel="noreferrer">Thanks</a> |
<a href="https://apache.org/events/current-event" target="_blank" rel="noreferrer">Events</a> |
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class="docItemContainer_Djhp"><article><nav class="theme-doc-breadcrumbs breadcrumbsContainer_Z_bl" aria-label="Breadcrumbs"><ul class="breadcrumbs" itemscope="" itemtype="https://schema.org/BreadcrumbList"><li class="breadcrumbs__item"><a aria-label="Home page" class="breadcrumbs__link" href="/"><svg viewBox="0 0 24 24" class="breadcrumbHomeIcon_YNFT"><path d="M10 19v-5h4v5c0 .55.45 1 1 1h3c.55 0 1-.45 1-1v-7h1.7c.46 0 .68-.57.33-.87L12.67 3.6c-.38-.34-.96-.34-1.34 0l-8.36 7.53c-.34.3-.13.87.33.87H5v7c0 .55.45 1 1 1h3c.55 0 1-.45 1-1z" fill="currentColor"></path></svg></a></li><li class="breadcrumbs__item"><span class="breadcrumbs__link">Connecting to Databases</span><meta itemprop="position" content="1"></li><li itemscope="" itemprop="itemListElement" itemtype="https://schema.org/ListItem" class="breadcrumbs__item breadcrumbs__item--active"><span class="breadcrumbs__link" itemprop="name">Adding New Drivers in Docker</span><meta itemprop="position" content="2"></li></ul></nav><div class="tocCollapsible_ETCw theme-doc-toc-mobile tocMobile_ITEo"><button type="button" class="clean-btn tocCollapsibleButton_TO0P">On this page</button></div><div class="theme-doc-markdown markdown"><h2 class="anchor anchorWithStickyNavbar_LWe7" id="adding-new-database-drivers-in-docker">Adding New Database Drivers in Docker<a href="#adding-new-database-drivers-in-docker" class="hash-link" aria-label="Direct link to Adding New Database Drivers in Docker" title="Direct link to Adding New Database Drivers in Docker"></a></h2><p>Superset requires a Python database driver to be installed for each additional type of database you want to connect to.</p><p>In this example, we'll walk through how to install the MySQL connector library. The connector library installation process is the same for all additional libraries.</p><h3 class="anchor anchorWithStickyNavbar_LWe7" id="1-determine-the-driver-you-need">1. Determine the driver you need<a href="#1-determine-the-driver-you-need" class="hash-link" aria-label="Direct link to 1. Determine the driver you need" title="Direct link to 1. Determine the driver you need"></a></h3><p>Consult the <a href="/docs/databases/installing-database-drivers">list of database drivers</a> and find the PyPI package needed to connect to your database. In this example, we're connecting to a MySQL database, so we'll need the <code>mysqlclient</code> connector library.</p><h3 class="anchor anchorWithStickyNavbar_LWe7" id="2-install-the-driver-in-the-container">2. Install the driver in the container<a href="#2-install-the-driver-in-the-container" class="hash-link" aria-label="Direct link to 2. Install the driver in the container" title="Direct link to 2. Install the driver in the container"></a></h3><p>We need to get the <code>mysqlclient</code> library installed into the Superset docker container (it doesn't matter if it's installed on the host machine). We could enter the running container with <code>docker exec -it <container_name> bash</code> and run <code>pip install mysqlclient</code> there, but that wouldn't persist permanently.</p><p>To address this, the Superset <code>docker compose</code> deployment uses the convention of a <code>requirements-local.txt</code> file. All packages listed in this file will be installed into the container from PyPI at runtime. This file will be ignored by Git for the purposes of local development.</p><p>Create the file <code>requirements-local.txt</code> in a subdirectory called <code>docker</code> that exists in the directory with your <code>docker-compose.yml</code> or <code>docker-compose-non-dev.yml</code> file.</p><div class="codeBlockContainer_Ckt0 theme-code-block" style="--prism-color:#393A34;--prism-background-color:#f6f8fa"><div class="codeBlockContent_biex"><pre tabindex="0" class="prism-code language-text codeBlock_bY9V thin-scrollbar"><code class="codeBlockLines_e6Vv"><span class="token-line" style="color:#393A34"><span class="token plain"># Run from the repo root:</span><br></span><span class="token-line" style="color:#393A34"><span class="token plain">touch ./docker/requirements-local.txt</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>Add the driver identified in step above. You can use a text editor or do it from the command line like:</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">echo "mysqlclient" >> ./docker/requirements-local.txt</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>If you are running a stock (non-customized) Superset image</strong>, you are done. Launch Superset with <code>docker compose -f docker-compose-non-dev.yml up</code> and the driver should be present.</p><p>You can check its presence by entering the running container with <code>docker exec -it <container_name> bash</code> and running <code>pip freeze</code>. The PyPI package should be present in the printed list.</p><p><strong>If you're running a customized docker image</strong>, rebuild your local image with the new driver baked in:</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">docker compose build --force-rm</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>After the rebuild of the Docker images is complete, relaunch Superset by running <code>docker compose up</code>.</p><h3 class="anchor anchorWithStickyNavbar_LWe7" id="3-connect-to-mysql">3. Connect to MySQL<a href="#3-connect-to-mysql" class="hash-link" aria-label="Direct link to 3. Connect to MySQL" title="Direct link to 3. Connect to MySQL"></a></h3><p>Now that you've got a MySQL driver installed in your container, you should be able to connect to your database via the Superset web UI.</p><p>As an admin user, go to Settings -> Data: Database Connections and click the +DATABASE button. From there, follow the steps on the <a href="https://superset.apache.org/docs/databases/db-connection-ui" target="_blank" rel="noopener noreferrer">Using Database Connection UI page</a>.</p><p>Consult the page for your specific database type in the Superset documentation to determine the connection string and any other parameters you need to input. For instance, on the <a href="https://superset.apache.org/docs/databases/mysql" target="_blank" rel="noopener noreferrer">MySQL page</a>, we see that the connection string to a local MySQL database differs depending on whether the setup is running on Linux or Mac.</p><p>Click the “Test Connection” button, which should result in a popup message saying, "Connection looks good!".</p><h3 class="anchor anchorWithStickyNavbar_LWe7" id="4-troubleshooting">4. Troubleshooting<a href="#4-troubleshooting" class="hash-link" aria-label="Direct link to 4. Troubleshooting" title="Direct link to 4. Troubleshooting"></a></h3><p>If the test fails, review your docker logs for error messages. Superset uses SQLAlchemy to connect to databases; to troubleshoot the connection string for your database, you might start Python in the Superset application container or host environment and try to connect directly to the desired database and fetch data. This eliminates Superset for the purposes of isolating the problem.</p><p>Repeat this process for each different type of database you want Superset to be able to connect to.</p></div><footer class="theme-doc-footer docusaurus-mt-lg"><div class="theme-doc-footer-edit-meta-row row"><div class="col"><a href="https://github.com/apache/superset/tree/master/docs/docs/databases/docker-add-drivers.mdx" target="_blank" rel="noreferrer noopener" class="theme-edit-this-page"><svg fill="currentColor" height="20" width="20" viewBox="0 0 40 40" class="iconEdit_Z9Sw" aria-hidden="true"><g><path d="m34.5 11.7l-3 3.1-6.3-6.3 3.1-3q0.5-0.5 1.2-0.5t1.1 0.5l3.9 3.9q0.5 0.4 0.5 1.1t-0.5 1.2z m-29.5 17.1l18.4-18.5 6.3 6.3-18.4 18.4h-6.3v-6.2z"></path></g></svg>Edit this page</a></div><div class="col lastUpdated_vwxv"></div></div></footer></article><nav class="pagination-nav docusaurus-mt-lg" aria-label="Docs pages"><a class="pagination-nav__link pagination-nav__link--prev" href="/docs/databases/installing-database-drivers"><div class="pagination-nav__sublabel">Previous</div><div class="pagination-nav__label">Installing Database Drivers</div></a><a class="pagination-nav__link pagination-nav__link--next" href="/docs/databases/db-connection-ui"><div class="pagination-nav__sublabel">Next</div><div class="pagination-nav__label">Using Database Connection UI</div></a></nav></div></div><div class="col col--3"><div class="tableOfContents_bqdL thin-scrollbar theme-doc-toc-desktop"><ul class="table-of-contents table-of-contents__left-border"><li><a href="#adding-new-database-drivers-in-docker" class="table-of-contents__link toc-highlight">Adding New Database Drivers in Docker</a><ul><li><a href="#1-determine-the-driver-you-need" class="table-of-contents__link toc-highlight">1. Determine the driver you need</a></li><li><a href="#2-install-the-driver-in-the-container" class="table-of-contents__link toc-highlight">2. Install the driver in the container</a></li><li><a href="#3-connect-to-mysql" class="table-of-contents__link toc-highlight">3. Connect to MySQL</a></li><li><a href="#4-troubleshooting" class="table-of-contents__link toc-highlight">4. Troubleshooting</a></li></ul></li></ul></div></div></div></div></main></div></div><footer class="footer"><div class="container container-fluid"><div class="footer__bottom text--center"><div class="footer__copyright">
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class="tocCollapsible_ETCw theme-doc-toc-mobile tocMobile_ITEo"><button type="button" class="clean-btn tocCollapsibleButton_TO0P">On this page</button></div><div class="theme-doc-markdown markdown"><h2 class="anchor anchorWithStickyNavbar_LWe7" id="adding-new-database-drivers-in-docker">Adding New Database Drivers in Docker<a href="#adding-new-database-drivers-in-docker" class="hash-link" aria-label="Direct link to Adding New Database Drivers in Docker" title="Direct link to Adding New Database Drivers in Docker"></a></h2><p>Superset requires a Python database driver to be installed for each additional type of database you want to connect to.</p><p>In this example, we'll walk through how to install the MySQL connector library. The connector library installation process is the same for all additional libraries.</p><h3 class="anchor anchorWithStickyNavbar_LWe7" id="1-determine-the-driver-you-need">1. Determine the driver you need<a href="#1-determine-the-driver-you-need" class="hash-link" aria-label="Direct link to 1. Determine the driver you need" title="Direct link to 1. Determine the driver you need"></a></h3><p>Consult the <a href="/docs/databases/installing-database-drivers">list of database drivers</a> and find the PyPI package needed to connect to your database. In this example, we're connecting to a MySQL database, so we'll need the <code>mysqlclient</code> connector library.</p><h3 class="anchor anchorWithStickyNavbar_LWe7" id="2-install-the-driver-in-the-container">2. Install the driver in the container<a href="#2-install-the-driver-in-the-container" class="hash-link" aria-label="Direct link to 2. Install the driver in the container" title="Direct link to 2. Install the driver in the container"></a></h3><p>We need to get the <code>mysqlclient</code> library installed into the Superset docker container (it doesn't matter if it's installed on the host machine). We could enter the running container with <code>docker exec -it <container_name> bash</code> and run <code>pip install mysqlclient</code> there, but that wouldn't persist permanently.</p><p>To address this, the Superset <code>docker compose</code> deployment uses the convention of a <code>requirements-local.txt</code> file. All packages listed in this file will be installed into the container from PyPI at runtime. This file will be ignored by Git for the purposes of local development.</p><p>Create the file <code>requirements-local.txt</code> in a subdirectory called <code>docker</code> that exists in the directory with your <code>docker-compose.yml</code> or <code>docker-compose-non-dev.yml</code> file.</p><div class="codeBlockContainer_Ckt0 theme-code-block" style="--prism-color:#393A34;--prism-background-color:#f6f8fa"><div class="codeBlockContent_biex"><pre tabindex="0" class="prism-code language-text codeBlock_bY9V thin-scrollbar"><code class="codeBlockLines_e6Vv"><span class="token-line" style="color:#393A34"><span class="token plain"># Run from the repo root:</span><br></span><span class="token-line" style="color:#393A34"><span class="token plain">touch ./docker/requirements-local.txt</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>Add the driver identified in step above. You can use a text editor or do it from the command line like:</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">echo "mysqlclient" >> ./docker/requirements-local.txt</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>If you are running a stock (non-customized) Superset image</strong>, you are done. Launch Superset with <code>docker compose -f docker-compose-non-dev.yml up</code> and the driver should be present.</p><p>You can check its presence by entering the running container with <code>docker exec -it <container_name> bash</code> and running <code>pip freeze</code>. The PyPI package should be present in the printed list.</p><p><strong>If you're running a customized docker image</strong>, rebuild your local image with the new driver baked in:</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">docker compose build --force-rm</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>After the rebuild of the Docker images is complete, relaunch Superset by running <code>docker compose up</code>.</p><h3 class="anchor anchorWithStickyNavbar_LWe7" id="3-connect-to-mysql">3. Connect to MySQL<a href="#3-connect-to-mysql" class="hash-link" aria-label="Direct link to 3. Connect to MySQL" title="Direct link to 3. Connect to MySQL"></a></h3><p>Now that you've got a MySQL driver installed in your container, you should be able to connect to your database via the Superset web UI.</p><p>As an admin user, go to Settings -> Data: Database Connections and click the +DATABASE button. From there, follow the steps on the <a href="/docs/databases/db-connection-ui">Using Database Connection UI page</a>.</p><p>Consult the page for your specific database type in the Superset documentation to determine the connection string and any other parameters you need to input. For instance, on the <a href="/docs/databases/mysql">MySQL page</a>, we see that the connection string to a local MySQL database differs depending on whether the setup is running on Linux or Mac.</p><p>Click the “Test Connection” button, which should result in a popup message saying, "Connection looks good!".</p><h3 class="anchor anchorWithStickyNavbar_LWe7" id="4-troubleshooting">4. Troubleshooting<a href="#4-troubleshooting" class="hash-link" aria-label="Direct link to 4. Troubleshooting" title="Direct link to 4. Troubleshooting"></a></h3><p>If the test fails, review your docker logs for error messages. Superset uses SQLAlchemy to connect to databases; to troubleshoot the connection string for your database, you might start Python in the Superset application container or host environment and try to connect directly to the desired database and fetch data. This eliminates Superset for the purposes of isolating the problem.</p><p>Repeat this process for each different type of database you want Superset to be able to connect to.</p></div><footer class="theme-doc-footer docusaurus-mt-lg"><div class="theme-doc-footer-edit-meta-row row"><div class="col"><a href="https://github.com/apache/superset/tree/master/docs/docs/databases/docker-add-drivers.mdx" target="_blank" rel="noreferrer noopener" class="theme-edit-this-page"><svg fill="currentColor" height="20" width="20" viewBox="0 0 40 40" class="iconEdit_Z9Sw" aria-hidden="true"><g><path d="m34.5 11.7l-3 3.1-6.3-6.3 3.1-3q0.5-0.5 1.2-0.5t1.1 0.5l3.9 3.9q0.5 0.4 0.5 1.1t-0.5 1.2z m-29.5 17.1l18.4-18.5 6.3 6.3-18.4 18.4h-6.3v-6.2z"></path></g></svg>Edit this page</a></div><div class="col lastUpdated_vwxv"></div></div></footer></article><nav class="pagination-nav docusaurus-mt-lg" aria-label="Docs pages"><a class="pagination-nav__link pagination-nav__link--prev" href="/docs/databases/installing-database-drivers"><div class="pagination-nav__sublabel">Previous</div><div class="pagination-nav__label">Installing Database Drivers</div></a><a class="pagination-nav__link pagination-nav__link--next" href="/docs/databases/db-connection-ui"><div class="pagination-nav__sublabel">Next</div><div class="pagination-nav__label">Using Database Connection UI</div></a></nav></div></div><div class="col col--3"><div class="tableOfContents_bqdL thin-scrollbar theme-doc-toc-desktop"><ul class="table-of-contents table-of-contents__left-border"><li><a href="#adding-new-database-drivers-in-docker" class="table-of-contents__link toc-highlight">Adding New Database Drivers in Docker</a><ul><li><a href="#1-determine-the-driver-you-need" class="table-of-contents__link toc-highlight">1. Determine the driver you need</a></li><li><a href="#2-install-the-driver-in-the-container" class="table-of-contents__link toc-highlight">2. Install the driver in the container</a></li><li><a href="#3-connect-to-mysql" class="table-of-contents__link toc-highlight">3. Connect to MySQL</a></li><li><a href="#4-troubleshooting" class="table-of-contents__link toc-highlight">4. Troubleshooting</a></li></ul></li></ul></div></div></div></div></main></div></div><footer class="footer"><div class="container container-fluid"><div class="footer__bottom text--center"><div class="footer__copyright">
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-<link rel="preload" href="/assets/js/main.f3802c3e.js" as="script">
+<link rel="preload" href="/assets/js/runtime~main.5d93ee42.js" as="script">
+<link rel="preload" href="/assets/js/main.ce18e882.js" as="script">
</head>
<body class="navigation-with-keyboard">
<script>!function(){function t(t){document.documentElement.setAttribute("data-theme",t)}var e=function(){var t=null;try{t=new URLSearchParams(window.location.search).get("docusaurus-theme")}catch(t){}return t}()||function(){var t=null;try{t=localStorage.getItem("theme")}catch(t){}return t}();t(null!==e?e:"light")}()</script><div id="__docusaurus">
@@ -36,7 +36,7 @@
<img class="footer__divider" src="/img/community/line.png" alt="Divider">
<p>
<small>
- <a href="https://superset.apache.org/docs/security/" target="_blank" rel="noreferrer">Security</a> |
+ <a href="/docs/security/" target="_blank" rel="noreferrer">Security</a> |
<a href="https://www.apache.org/foundation/sponsorship.html" target="_blank" rel="noreferrer">Donate</a> |
<a href="https://www.apache.org/foundation/thanks.html" target="_blank" rel="noreferrer">Thanks</a> |
<a href="https://apache.org/events/current-event" target="_blank" rel="noreferrer">Events</a> |
@@ -46,7 +46,7 @@
<!-- 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.c16720db.js"></script>
-<script src="/assets/js/main.f3802c3e.js"></script>
+<script src="/assets/js/runtime~main.5d93ee42.js"></script>
+<script src="/assets/js/main.ce18e882.js"></script>
</body>
</html>
\ No newline at end of file
diff --git a/docs/databases/extra-settings/index.html b/docs/databases/extra-settings/index.html
index 9796f95..705498d 100644
--- a/docs/databases/extra-settings/index.html
+++ b/docs/databases/extra-settings/index.html
@@ -18,8 +18,8 @@
<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.fb442465.css">
-<link rel="preload" href="/assets/js/runtime~main.c16720db.js" as="script">
-<link rel="preload" href="/assets/js/main.f3802c3e.js" as="script">
+<link rel="preload" href="/assets/js/runtime~main.5d93ee42.js" as="script">
+<link rel="preload" href="/assets/js/main.ce18e882.js" as="script">
</head>
<body class="navigation-with-keyboard">
<script>!function(){function t(t){document.documentElement.setAttribute("data-theme",t)}var e=function(){var t=null;try{t=new URLSearchParams(window.location.search).get("docusaurus-theme")}catch(t){}return t}()||function(){var t=null;try{t=localStorage.getItem("theme")}catch(t){}return t}();t(null!==e?e:"light")}()</script><div id="__docusaurus">
@@ -45,7 +45,7 @@
<img class="footer__divider" src="/img/community/line.png" alt="Divider">
<p>
<small>
- <a href="https://superset.apache.org/docs/security/" target="_blank" rel="noreferrer">Security</a> |
+ <a href="/docs/security/" target="_blank" rel="noreferrer">Security</a> |
<a href="https://www.apache.org/foundation/sponsorship.html" target="_blank" rel="noreferrer">Donate</a> |
<a href="https://www.apache.org/foundation/thanks.html" target="_blank" rel="noreferrer">Thanks</a> |
<a href="https://apache.org/events/current-event" target="_blank" rel="noreferrer">Events</a> |
@@ -55,7 +55,7 @@
<!-- 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.c16720db.js"></script>
-<script src="/assets/js/main.f3802c3e.js"></script>
+<script src="/assets/js/runtime~main.5d93ee42.js"></script>
+<script src="/assets/js/main.ce18e882.js"></script>
</body>
</html>
\ No newline at end of file
diff --git a/docs/databases/firebird/index.html b/docs/databases/firebird/index.html
index c2ee095..28d2325 100644
--- a/docs/databases/firebird/index.html
+++ b/docs/databases/firebird/index.html
@@ -18,8 +18,8 @@
<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.fb442465.css">
-<link rel="preload" href="/assets/js/runtime~main.c16720db.js" as="script">
-<link rel="preload" href="/assets/js/main.f3802c3e.js" as="script">
+<link rel="preload" href="/assets/js/runtime~main.5d93ee42.js" as="script">
+<link rel="preload" href="/assets/js/main.ce18e882.js" as="script">
</head>
<body class="navigation-with-keyboard">
<script>!function(){function t(t){document.documentElement.setAttribute("data-theme",t)}var e=function(){var t=null;try{t=new URLSearchParams(window.location.search).get("docusaurus-theme")}catch(t){}return t}()||function(){var t=null;try{t=localStorage.getItem("theme")}catch(t){}return t}();t(null!==e?e:"light")}()</script><div id="__docusaurus">
@@ -36,7 +36,7 @@
<img class="footer__divider" src="/img/community/line.png" alt="Divider">
<p>
<small>
- <a href="https://superset.apache.org/docs/security/" target="_blank" rel="noreferrer">Security</a> |
+ <a href="/docs/security/" target="_blank" rel="noreferrer">Security</a> |
<a href="https://www.apache.org/foundation/sponsorship.html" target="_blank" rel="noreferrer">Donate</a> |
<a href="https://www.apache.org/foundation/thanks.html" target="_blank" rel="noreferrer">Thanks</a> |
<a href="https://apache.org/events/current-event" target="_blank" rel="noreferrer">Events</a> |
@@ -46,7 +46,7 @@
<!-- 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.c16720db.js"></script>
-<script src="/assets/js/main.f3802c3e.js"></script>
+<script src="/assets/js/runtime~main.5d93ee42.js"></script>
+<script src="/assets/js/main.ce18e882.js"></script>
</body>
</html>
\ No newline at end of file
diff --git a/docs/databases/firebolt/index.html b/docs/databases/firebolt/index.html
index fc537f3..ca5984f 100644
--- a/docs/databases/firebolt/index.html
+++ b/docs/databases/firebolt/index.html
@@ -18,8 +18,8 @@
<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.fb442465.css">
-<link rel="preload" href="/assets/js/runtime~main.c16720db.js" as="script">
-<link rel="preload" href="/assets/js/main.f3802c3e.js" as="script">
+<link rel="preload" href="/assets/js/runtime~main.5d93ee42.js" as="script">
+<link rel="preload" href="/assets/js/main.ce18e882.js" as="script">
</head>
<body class="navigation-with-keyboard">
<script>!function(){function t(t){document.documentElement.setAttribute("data-theme",t)}var e=function(){var t=null;try{t=new URLSearchParams(window.location.search).get("docusaurus-theme")}catch(t){}return t}()||function(){var t=null;try{t=localStorage.getItem("theme")}catch(t){}return t}();t(null!==e?e:"light")}()</script><div id="__docusaurus">
@@ -36,7 +36,7 @@
<img class="footer__divider" src="/img/community/line.png" alt="Divider">
<p>
<small>
- <a href="https://superset.apache.org/docs/security/" target="_blank" rel="noreferrer">Security</a> |
+ <a href="/docs/security/" target="_blank" rel="noreferrer">Security</a> |
<a href="https://www.apache.org/foundation/sponsorship.html" target="_blank" rel="noreferrer">Donate</a> |
<a href="https://www.apache.org/foundation/thanks.html" target="_blank" rel="noreferrer">Thanks</a> |
<a href="https://apache.org/events/current-event" target="_blank" rel="noreferrer">Events</a> |
@@ -46,7 +46,7 @@
<!-- 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.c16720db.js"></script>
-<script src="/assets/js/main.f3802c3e.js"></script>
+<script src="/assets/js/runtime~main.5d93ee42.js"></script>
+<script src="/assets/js/main.ce18e882.js"></script>
</body>
</html>
\ No newline at end of file
diff --git a/docs/databases/google-sheets/index.html b/docs/databases/google-sheets/index.html
index f34eff6..9d9aa2f 100644
--- a/docs/databases/google-sheets/index.html
+++ b/docs/databases/google-sheets/index.html
@@ -18,8 +18,8 @@
<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.fb442465.css">
-<link rel="preload" href="/assets/js/runtime~main.c16720db.js" as="script">
-<link rel="preload" href="/assets/js/main.f3802c3e.js" as="script">
+<link rel="preload" href="/assets/js/runtime~main.5d93ee42.js" as="script">
+<link rel="preload" href="/assets/js/main.ce18e882.js" as="script">
</head>
<body class="navigation-with-keyboard">
<script>!function(){function t(t){document.documentElement.setAttribute("data-theme",t)}var e=function(){var t=null;try{t=new URLSearchParams(window.location.search).get("docusaurus-theme")}catch(t){}return t}()||function(){var t=null;try{t=localStorage.getItem("theme")}catch(t){}return t}();t(null!==e?e:"light")}()</script><div id="__docusaurus">
@@ -39,7 +39,7 @@
<img class="footer__divider" src="/img/community/line.png" alt="Divider">
<p>
<small>
- <a href="https://superset.apache.org/docs/security/" target="_blank" rel="noreferrer">Security</a> |
+ <a href="/docs/security/" target="_blank" rel="noreferrer">Security</a> |
<a href="https://www.apache.org/foundation/sponsorship.html" target="_blank" rel="noreferrer">Donate</a> |
<a href="https://www.apache.org/foundation/thanks.html" target="_blank" rel="noreferrer">Thanks</a> |
<a href="https://apache.org/events/current-event" target="_blank" rel="noreferrer">Events</a> |
@@ -49,7 +49,7 @@
<!-- 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.c16720db.js"></script>
-<script src="/assets/js/main.f3802c3e.js"></script>
+<script src="/assets/js/runtime~main.5d93ee42.js"></script>
+<script src="/assets/js/main.ce18e882.js"></script>
</body>
</html>
\ No newline at end of file
diff --git a/docs/databases/hana/index.html b/docs/databases/hana/index.html
index 1a6ef5b..77a4897 100644
--- a/docs/databases/hana/index.html
+++ b/docs/databases/hana/index.html
@@ -18,8 +18,8 @@
<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.fb442465.css">
-<link rel="preload" href="/assets/js/runtime~main.c16720db.js" as="script">
-<link rel="preload" href="/assets/js/main.f3802c3e.js" as="script">
+<link rel="preload" href="/assets/js/runtime~main.5d93ee42.js" as="script">
+<link rel="preload" href="/assets/js/main.ce18e882.js" as="script">
</head>
<body class="navigation-with-keyboard">
<script>!function(){function t(t){document.documentElement.setAttribute("data-theme",t)}var e=function(){var t=null;try{t=new URLSearchParams(window.location.search).get("docusaurus-theme")}catch(t){}return t}()||function(){var t=null;try{t=localStorage.getItem("theme")}catch(t){}return t}();t(null!==e?e:"light")}()</script><div id="__docusaurus">
@@ -35,7 +35,7 @@
<img class="footer__divider" src="/img/community/line.png" alt="Divider">
<p>
<small>
- <a href="https://superset.apache.org/docs/security/" target="_blank" rel="noreferrer">Security</a> |
+ <a href="/docs/security/" target="_blank" rel="noreferrer">Security</a> |
<a href="https://www.apache.org/foundation/sponsorship.html" target="_blank" rel="noreferrer">Donate</a> |
<a href="https://www.apache.org/foundation/thanks.html" target="_blank" rel="noreferrer">Thanks</a> |
<a href="https://apache.org/events/current-event" target="_blank" rel="noreferrer">Events</a> |
@@ -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.c16720db.js"></script>
-<script src="/assets/js/main.f3802c3e.js"></script>
+<script src="/assets/js/runtime~main.5d93ee42.js"></script>
+<script src="/assets/js/main.ce18e882.js"></script>
</body>
</html>
\ No newline at end of file
diff --git a/docs/databases/hive/index.html b/docs/databases/hive/index.html
index 24d30de..1a646cf 100644
--- a/docs/databases/hive/index.html
+++ b/docs/databases/hive/index.html
@@ -18,8 +18,8 @@
<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.fb442465.css">
-<link rel="preload" href="/assets/js/runtime~main.c16720db.js" as="script">
-<link rel="preload" href="/assets/js/main.f3802c3e.js" as="script">
+<link rel="preload" href="/assets/js/runtime~main.5d93ee42.js" as="script">
+<link rel="preload" href="/assets/js/main.ce18e882.js" as="script">
</head>
<body class="navigation-with-keyboard">
<script>!function(){function t(t){document.documentElement.setAttribute("data-theme",t)}var e=function(){var t=null;try{t=new URLSearchParams(window.location.search).get("docusaurus-theme")}catch(t){}return t}()||function(){var t=null;try{t=localStorage.getItem("theme")}catch(t){}return t}();t(null!==e?e:"light")}()</script><div id="__docusaurus">
@@ -35,7 +35,7 @@
<img class="footer__divider" src="/img/community/line.png" alt="Divider">
<p>
<small>
- <a href="https://superset.apache.org/docs/security/" target="_blank" rel="noreferrer">Security</a> |
+ <a href="/docs/security/" target="_blank" rel="noreferrer">Security</a> |
<a href="https://www.apache.org/foundation/sponsorship.html" target="_blank" rel="noreferrer">Donate</a> |
<a href="https://www.apache.org/foundation/thanks.html" target="_blank" rel="noreferrer">Thanks</a> |
<a href="https://apache.org/events/current-event" target="_blank" rel="noreferrer">Events</a> |
@@ -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.c16720db.js"></script>
-<script src="/assets/js/main.f3802c3e.js"></script>
+<script src="/assets/js/runtime~main.5d93ee42.js"></script>
+<script src="/assets/js/main.ce18e882.js"></script>
</body>
</html>
\ No newline at end of file
diff --git a/docs/databases/hologres/index.html b/docs/databases/hologres/index.html
index bb06d08..7db1e81 100644
--- a/docs/databases/hologres/index.html
+++ b/docs/databases/hologres/index.html
@@ -18,8 +18,8 @@
<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.fb442465.css">
-<link rel="preload" href="/assets/js/runtime~main.c16720db.js" as="script">
-<link rel="preload" href="/assets/js/main.f3802c3e.js" as="script">
+<link rel="preload" href="/assets/js/runtime~main.5d93ee42.js" as="script">
+<link rel="preload" href="/assets/js/main.ce18e882.js" as="script">
</head>
<body class="navigation-with-keyboard">
<script>!function(){function t(t){document.documentElement.setAttribute("data-theme",t)}var e=function(){var t=null;try{t=new URLSearchParams(window.location.search).get("docusaurus-theme")}catch(t){}return t}()||function(){var t=null;try{t=localStorage.getItem("theme")}catch(t){}return t}();t(null!==e?e:"light")}()</script><div id="__docusaurus">
@@ -35,7 +35,7 @@
<img class="footer__divider" src="/img/community/line.png" alt="Divider">
<p>
<small>
- <a href="https://superset.apache.org/docs/security/" target="_blank" rel="noreferrer">Security</a> |
+ <a href="/docs/security/" target="_blank" rel="noreferrer">Security</a> |
<a href="https://www.apache.org/foundation/sponsorship.html" target="_blank" rel="noreferrer">Donate</a> |
<a href="https://www.apache.org/foundation/thanks.html" target="_blank" rel="noreferrer">Thanks</a> |
<a href="https://apache.org/events/current-event" target="_blank" rel="noreferrer">Events</a> |
@@ -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.c16720db.js"></script>
-<script src="/assets/js/main.f3802c3e.js"></script>
+<script src="/assets/js/runtime~main.5d93ee42.js"></script>
+<script src="/assets/js/main.ce18e882.js"></script>
</body>
</html>
\ No newline at end of file
diff --git a/docs/databases/ibm-db2/index.html b/docs/databases/ibm-db2/index.html
index b924474..3f462c9 100644
--- a/docs/databases/ibm-db2/index.html
+++ b/docs/databases/ibm-db2/index.html
@@ -18,8 +18,8 @@
<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.fb442465.css">
-<link rel="preload" href="/assets/js/runtime~main.c16720db.js" as="script">
-<link rel="preload" href="/assets/js/main.f3802c3e.js" as="script">
+<link rel="preload" href="/assets/js/runtime~main.5d93ee42.js" as="script">
+<link rel="preload" href="/assets/js/main.ce18e882.js" as="script">
</head>
<body class="navigation-with-keyboard">
<script>!function(){function t(t){document.documentElement.setAttribute("data-theme",t)}var e=function(){var t=null;try{t=new URLSearchParams(window.location.search).get("docusaurus-theme")}catch(t){}return t}()||function(){var t=null;try{t=localStorage.getItem("theme")}catch(t){}return t}();t(null!==e?e:"light")}()</script><div id="__docusaurus">
@@ -36,7 +36,7 @@
<img class="footer__divider" src="/img/community/line.png" alt="Divider">
<p>
<small>
- <a href="https://superset.apache.org/docs/security/" target="_blank" rel="noreferrer">Security</a> |
+ <a href="/docs/security/" target="_blank" rel="noreferrer">Security</a> |
<a href="https://www.apache.org/foundation/sponsorship.html" target="_blank" rel="noreferrer">Donate</a> |
<a href="https://www.apache.org/foundation/thanks.html" target="_blank" rel="noreferrer">Thanks</a> |
<a href="https://apache.org/events/current-event" target="_blank" rel="noreferrer">Events</a> |
@@ -46,7 +46,7 @@
<!-- 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.c16720db.js"></script>
-<script src="/assets/js/main.f3802c3e.js"></script>
+<script src="/assets/js/runtime~main.5d93ee42.js"></script>
+<script src="/assets/js/main.ce18e882.js"></script>
</body>
</html>
\ No newline at end of file
diff --git a/docs/databases/impala/index.html b/docs/databases/impala/index.html
index 125df9b..fe67674 100644
--- a/docs/databases/impala/index.html
+++ b/docs/databases/impala/index.html
@@ -18,8 +18,8 @@
<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.fb442465.css">
-<link rel="preload" href="/assets/js/runtime~main.c16720db.js" as="script">
-<link rel="preload" href="/assets/js/main.f3802c3e.js" as="script">
+<link rel="preload" href="/assets/js/runtime~main.5d93ee42.js" as="script">
+<link rel="preload" href="/assets/js/main.ce18e882.js" as="script">
</head>
<body class="navigation-with-keyboard">
<script>!function(){function t(t){document.documentElement.setAttribute("data-theme",t)}var e=function(){var t=null;try{t=new URLSearchParams(window.location.search).get("docusaurus-theme")}catch(t){}return t}()||function(){var t=null;try{t=localStorage.getItem("theme")}catch(t){}return t}();t(null!==e?e:"light")}()</script><div id="__docusaurus">
@@ -35,7 +35,7 @@
<img class="footer__divider" src="/img/community/line.png" alt="Divider">
<p>
<small>
- <a href="https://superset.apache.org/docs/security/" target="_blank" rel="noreferrer">Security</a> |
+ <a href="/docs/security/" target="_blank" rel="noreferrer">Security</a> |
<a href="https://www.apache.org/foundation/sponsorship.html" target="_blank" rel="noreferrer">Donate</a> |
<a href="https://www.apache.org/foundation/thanks.html" target="_blank" rel="noreferrer">Thanks</a> |
<a href="https://apache.org/events/current-event" target="_blank" rel="noreferrer">Events</a> |
@@ -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.c16720db.js"></script>
-<script src="/assets/js/main.f3802c3e.js"></script>
+<script src="/assets/js/runtime~main.5d93ee42.js"></script>
+<script src="/assets/js/main.ce18e882.js"></script>
</body>
</html>
\ 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 4042a68..6b1cd06 100644
--- a/docs/databases/installing-database-drivers/index.html
+++ b/docs/databases/installing-database-drivers/index.html
@@ -18,8 +18,8 @@
<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.fb442465.css">
-<link rel="preload" href="/assets/js/runtime~main.c16720db.js" as="script">
-<link rel="preload" href="/assets/js/main.f3802c3e.js" as="script">
+<link rel="preload" href="/assets/js/runtime~main.5d93ee42.js" as="script">
+<link rel="preload" href="/assets/js/main.ce18e882.js" as="script">
</head>
<body class="navigation-with-keyboard">
<script>!function(){function t(t){document.documentElement.setAttribute("data-theme",t)}var e=function(){var t=null;try{t=new URLSearchParams(window.location.search).get("docusaurus-theme")}catch(t){}return t}()||function(){var t=null;try{t=localStorage.getItem("theme")}catch(t){}return t}();t(null!==e?e:"light")}()</script><div id="__docusaurus">
@@ -46,7 +46,7 @@
<img class="footer__divider" src="/img/community/line.png" alt="Divider">
<p>
<small>
- <a href="https://superset.apache.org/docs/security/" target="_blank" rel="noreferrer">Security</a> |
+ <a href="/docs/security/" target="_blank" rel="noreferrer">Security</a> |
<a href="https://www.apache.org/foundation/sponsorship.html" target="_blank" rel="noreferrer">Donate</a> |
<a href="https://www.apache.org/foundation/thanks.html" target="_blank" rel="noreferrer">Thanks</a> |
<a href="https://apache.org/events/current-event" target="_blank" rel="noreferrer">Events</a> |
@@ -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.c16720db.js"></script>
-<script src="/assets/js/main.f3802c3e.js"></script>
+<script src="/assets/js/runtime~main.5d93ee42.js"></script>
+<script src="/assets/js/main.ce18e882.js"></script>
</body>
</html>
\ No newline at end of file
diff --git a/docs/databases/kusto/index.html b/docs/databases/kusto/index.html
index 7f1c3d0..9c6f18d 100644
--- a/docs/databases/kusto/index.html
+++ b/docs/databases/kusto/index.html
@@ -18,8 +18,8 @@
<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.fb442465.css">
-<link rel="preload" href="/assets/js/runtime~main.c16720db.js" as="script">
-<link rel="preload" href="/assets/js/main.f3802c3e.js" as="script">
+<link rel="preload" href="/assets/js/runtime~main.5d93ee42.js" as="script">
+<link rel="preload" href="/assets/js/main.ce18e882.js" as="script">
</head>
<body class="navigation-with-keyboard">
<script>!function(){function t(t){document.documentElement.setAttribute("data-theme",t)}var e=function(){var t=null;try{t=new URLSearchParams(window.location.search).get("docusaurus-theme")}catch(t){}return t}()||function(){var t=null;try{t=localStorage.getItem("theme")}catch(t){}return t}();t(null!==e?e:"light")}()</script><div id="__docusaurus">
@@ -37,7 +37,7 @@
<img class="footer__divider" src="/img/community/line.png" alt="Divider">
<p>
<small>
- <a href="https://superset.apache.org/docs/security/" target="_blank" rel="noreferrer">Security</a> |
+ <a href="/docs/security/" target="_blank" rel="noreferrer">Security</a> |
<a href="https://www.apache.org/foundation/sponsorship.html" target="_blank" rel="noreferrer">Donate</a> |
<a href="https://www.apache.org/foundation/thanks.html" target="_blank" rel="noreferrer">Thanks</a> |
<a href="https://apache.org/events/current-event" target="_blank" rel="noreferrer">Events</a> |
@@ -47,7 +47,7 @@
<!-- telemetry/analytics pixel: -->
<img referrerpolicy="no-referrer-when-downgrade" src="https://static.scarf.sh/a.png?x-pxid=39ae6855-95fc-4566-86e5-360d542b0a68">
</div></div></div></footer></div>
-<script src="/assets/js/runtime~main.c16720db.js"></script>
-<script src="/assets/js/main.f3802c3e.js"></script>
+<script src="/assets/js/runtime~main.5d93ee42.js"></script>
+<script src="/assets/js/main.ce18e882.js"></script>
</body>
</html>
\ No newline at end of file
diff --git a/docs/databases/kylin/index.html b/docs/databases/kylin/index.html
index ac60576..64a898d 100644
--- a/docs/databases/kylin/index.html
+++ b/docs/databases/kylin/index.html
@@ -18,8 +18,8 @@
<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.fb442465.css">
-<link rel="preload" href="/assets/js/runtime~main.c16720db.js" as="script">
-<link rel="preload" href="/assets/js/main.f3802c3e.js" as="script">
+<link rel="preload" href="/assets/js/runtime~main.5d93ee42.js" as="script">
+<link rel="preload" href="/assets/js/main.ce18e882.js" as="script">
</head>
<body class="navigation-with-keyboard">
<script>!function(){function t(t){document.documentElement.setAttribute("data-theme",t)}var e=function(){var t=null;try{t=new URLSearchParams(window.location.search).get("docusaurus-theme")}catch(t){}return t}()||function(){var t=null;try{t=localStorage.getItem("theme")}catch(t){}return t}();t(null!==e?e:"light")}()</script><div id="__docusaurus">
@@ -36,7 +36,7 @@
<img class="footer__divider" src="/img/community/line.png" alt="Divider">
<p>
<small>
- <a href="https://superset.apache.org/docs/security/" target="_blank" rel="noreferrer">Security</a> |
+ <a href="/docs/security/" target="_blank" rel="noreferrer">Security</a> |
<a href="https://www.apache.org/foundation/sponsorship.html" target="_blank" rel="noreferrer">Donate</a> |
<a href="https://www.apache.org/foundation/thanks.html" target="_blank" rel="noreferrer">Thanks</a> |
<a href="https://apache.org/events/current-event" target="_blank" rel="noreferrer">Events</a> |
@@ -46,7 +46,7 @@
<!-- 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.c16720db.js"></script>
-<script src="/assets/js/main.f3802c3e.js"></script>
+<script src="/assets/js/runtime~main.5d93ee42.js"></script>
+<script src="/assets/js/main.ce18e882.js"></script>
</body>
</html>
\ No newline at end of file
diff --git a/docs/databases/meta-database/index.html b/docs/databases/meta-database/index.html
index c749259..60c5f44 100644
--- a/docs/databases/meta-database/index.html
+++ b/docs/databases/meta-database/index.html
@@ -18,8 +18,8 @@
<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.fb442465.css">
-<link rel="preload" href="/assets/js/runtime~main.c16720db.js" as="script">
-<link rel="preload" href="/assets/js/main.f3802c3e.js" as="script">
+<link rel="preload" href="/assets/js/runtime~main.5d93ee42.js" as="script">
+<link rel="preload" href="/assets/js/main.ce18e882.js" as="script">
</head>
<body class="navigation-with-keyboard">
<script>!function(){function t(t){document.documentElement.setAttribute("data-theme",t)}var e=function(){var t=null;try{t=new URLSearchParams(window.location.search).get("docusaurus-theme")}catch(t){}return t}()||function(){var t=null;try{t=localStorage.getItem("theme")}catch(t){}return t}();t(null!==e?e:"light")}()</script><div id="__docusaurus">
@@ -35,7 +35,7 @@
<img class="footer__divider" src="/img/community/line.png" alt="Divider">
<p>
<small>
- <a href="https://superset.apache.org/docs/security/" target="_blank" rel="noreferrer">Security</a> |
+ <a href="/docs/security/" target="_blank" rel="noreferrer">Security</a> |
<a href="https://www.apache.org/foundation/sponsorship.html" target="_blank" rel="noreferrer">Donate</a> |
<a href="https://www.apache.org/foundation/thanks.html" target="_blank" rel="noreferrer">Thanks</a> |
<a href="https://apache.org/events/current-event" target="_blank" rel="noreferrer">Events</a> |
@@ -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.c16720db.js"></script>
-<script src="/assets/js/main.f3802c3e.js"></script>
+<script src="/assets/js/runtime~main.5d93ee42.js"></script>
+<script src="/assets/js/main.ce18e882.js"></script>
</body>
</html>
\ No newline at end of file
diff --git a/docs/databases/mysql/index.html b/docs/databases/mysql/index.html
index c5b1a39..4af2913 100644
--- a/docs/databases/mysql/index.html
+++ b/docs/databases/mysql/index.html
@@ -18,8 +18,8 @@
<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.fb442465.css">
-<link rel="preload" href="/assets/js/runtime~main.c16720db.js" as="script">
-<link rel="preload" href="/assets/js/main.f3802c3e.js" as="script">
+<link rel="preload" href="/assets/js/runtime~main.5d93ee42.js" as="script">
+<link rel="preload" href="/assets/js/main.ce18e882.js" as="script">
</head>
<body class="navigation-with-keyboard">
<script>!function(){function t(t){document.documentElement.setAttribute("data-theme",t)}var e=function(){var t=null;try{t=new URLSearchParams(window.location.search).get("docusaurus-theme")}catch(t){}return t}()||function(){var t=null;try{t=localStorage.getItem("theme")}catch(t){}return t}();t(null!==e?e:"light")}()</script><div id="__docusaurus">
@@ -36,7 +36,7 @@
<img class="footer__divider" src="/img/community/line.png" alt="Divider">
<p>
<small>
- <a href="https://superset.apache.org/docs/security/" target="_blank" rel="noreferrer">Security</a> |
+ <a href="/docs/security/" target="_blank" rel="noreferrer">Security</a> |
<a href="https://www.apache.org/foundation/sponsorship.html" target="_blank" rel="noreferrer">Donate</a> |
<a href="https://www.apache.org/foundation/thanks.html" target="_blank" rel="noreferrer">Thanks</a> |
<a href="https://apache.org/events/current-event" target="_blank" rel="noreferrer">Events</a> |
@@ -46,7 +46,7 @@
<!-- 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.c16720db.js"></script>
-<script src="/assets/js/main.f3802c3e.js"></script>
+<script src="/assets/js/runtime~main.5d93ee42.js"></script>
+<script src="/assets/js/main.ce18e882.js"></script>
</body>
</html>
\ No newline at end of file
diff --git a/docs/databases/netezza/index.html b/docs/databases/netezza/index.html
index f94e689..79c87fb 100644
--- a/docs/databases/netezza/index.html
+++ b/docs/databases/netezza/index.html
@@ -18,8 +18,8 @@
<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.fb442465.css">
-<link rel="preload" href="/assets/js/runtime~main.c16720db.js" as="script">
-<link rel="preload" href="/assets/js/main.f3802c3e.js" as="script">
+<link rel="preload" href="/assets/js/runtime~main.5d93ee42.js" as="script">
+<link rel="preload" href="/assets/js/main.ce18e882.js" as="script">
</head>
<body class="navigation-with-keyboard">
<script>!function(){function t(t){document.documentElement.setAttribute("data-theme",t)}var e=function(){var t=null;try{t=new URLSearchParams(window.location.search).get("docusaurus-theme")}catch(t){}return t}()||function(){var t=null;try{t=localStorage.getItem("theme")}catch(t){}return t}();t(null!==e?e:"light")}()</script><div id="__docusaurus">
@@ -36,7 +36,7 @@
<img class="footer__divider" src="/img/community/line.png" alt="Divider">
<p>
<small>
- <a href="https://superset.apache.org/docs/security/" target="_blank" rel="noreferrer">Security</a> |
+ <a href="/docs/security/" target="_blank" rel="noreferrer">Security</a> |
<a href="https://www.apache.org/foundation/sponsorship.html" target="_blank" rel="noreferrer">Donate</a> |
<a href="https://www.apache.org/foundation/thanks.html" target="_blank" rel="noreferrer">Thanks</a> |
<a href="https://apache.org/events/current-event" target="_blank" rel="noreferrer">Events</a> |
@@ -46,7 +46,7 @@
<!-- 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.c16720db.js"></script>
-<script src="/assets/js/main.f3802c3e.js"></script>
+<script src="/assets/js/runtime~main.5d93ee42.js"></script>
+<script src="/assets/js/main.ce18e882.js"></script>
</body>
</html>
\ No newline at end of file
diff --git a/docs/databases/ocient/index.html b/docs/databases/ocient/index.html
index 094addd..51d5597 100644
--- a/docs/databases/ocient/index.html
+++ b/docs/databases/ocient/index.html
@@ -18,8 +18,8 @@
<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.fb442465.css">
-<link rel="preload" href="/assets/js/runtime~main.c16720db.js" as="script">
-<link rel="preload" href="/assets/js/main.f3802c3e.js" as="script">
+<link rel="preload" href="/assets/js/runtime~main.5d93ee42.js" as="script">
+<link rel="preload" href="/assets/js/main.ce18e882.js" as="script">
</head>
<body class="navigation-with-keyboard">
<script>!function(){function t(t){document.documentElement.setAttribute("data-theme",t)}var e=function(){var t=null;try{t=new URLSearchParams(window.location.search).get("docusaurus-theme")}catch(t){}return t}()||function(){var t=null;try{t=localStorage.getItem("theme")}catch(t){}return t}();t(null!==e?e:"light")}()</script><div id="__docusaurus">
@@ -37,7 +37,7 @@
<img class="footer__divider" src="/img/community/line.png" alt="Divider">
<p>
<small>
- <a href="https://superset.apache.org/docs/security/" target="_blank" rel="noreferrer">Security</a> |
+ <a href="/docs/security/" target="_blank" rel="noreferrer">Security</a> |
<a href="https://www.apache.org/foundation/sponsorship.html" target="_blank" rel="noreferrer">Donate</a> |
<a href="https://www.apache.org/foundation/thanks.html" target="_blank" rel="noreferrer">Thanks</a> |
<a href="https://apache.org/events/current-event" target="_blank" rel="noreferrer">Events</a> |
@@ -47,7 +47,7 @@
<!-- telemetry/analytics pixel: -->
<img referrerpolicy="no-referrer-when-downgrade" src="https://static.scarf.sh/a.png?x-pxid=39ae6855-95fc-4566-86e5-360d542b0a68">
</div></div></div></footer></div>
-<script src="/assets/js/runtime~main.c16720db.js"></script>
-<script src="/assets/js/main.f3802c3e.js"></script>
+<script src="/assets/js/runtime~main.5d93ee42.js"></script>
+<script src="/assets/js/main.ce18e882.js"></script>
</body>
</html>
\ No newline at end of file
diff --git a/docs/databases/oracle/index.html b/docs/databases/oracle/index.html
index 8fa3ee5..5a04884 100644
--- a/docs/databases/oracle/index.html
+++ b/docs/databases/oracle/index.html
@@ -18,8 +18,8 @@
<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.fb442465.css">
-<link rel="preload" href="/assets/js/runtime~main.c16720db.js" as="script">
-<link rel="preload" href="/assets/js/main.f3802c3e.js" as="script">
+<link rel="preload" href="/assets/js/runtime~main.5d93ee42.js" as="script">
+<link rel="preload" href="/assets/js/main.ce18e882.js" as="script">
</head>
<body class="navigation-with-keyboard">
<script>!function(){function t(t){document.documentElement.setAttribute("data-theme",t)}var e=function(){var t=null;try{t=new URLSearchParams(window.location.search).get("docusaurus-theme")}catch(t){}return t}()||function(){var t=null;try{t=localStorage.getItem("theme")}catch(t){}return t}();t(null!==e?e:"light")}()</script><div id="__docusaurus">
@@ -36,7 +36,7 @@
<img class="footer__divider" src="/img/community/line.png" alt="Divider">
<p>
<small>
- <a href="https://superset.apache.org/docs/security/" target="_blank" rel="noreferrer">Security</a> |
+ <a href="/docs/security/" target="_blank" rel="noreferrer">Security</a> |
<a href="https://www.apache.org/foundation/sponsorship.html" target="_blank" rel="noreferrer">Donate</a> |
<a href="https://www.apache.org/foundation/thanks.html" target="_blank" rel="noreferrer">Thanks</a> |
<a href="https://apache.org/events/current-event" target="_blank" rel="noreferrer">Events</a> |
@@ -46,7 +46,7 @@
<!-- 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.c16720db.js"></script>
-<script src="/assets/js/main.f3802c3e.js"></script>
+<script src="/assets/js/runtime~main.5d93ee42.js"></script>
+<script src="/assets/js/main.ce18e882.js"></script>
</body>
</html>
\ No newline at end of file
diff --git a/docs/databases/pinot/index.html b/docs/databases/pinot/index.html
index 4db6c5c..7c5570b 100644
--- a/docs/databases/pinot/index.html
+++ b/docs/databases/pinot/index.html
@@ -18,8 +18,8 @@
<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.fb442465.css">
-<link rel="preload" href="/assets/js/runtime~main.c16720db.js" as="script">
-<link rel="preload" href="/assets/js/main.f3802c3e.js" as="script">
+<link rel="preload" href="/assets/js/runtime~main.5d93ee42.js" as="script">
+<link rel="preload" href="/assets/js/main.ce18e882.js" as="script">
</head>
<body class="navigation-with-keyboard">
<script>!function(){function t(t){document.documentElement.setAttribute("data-theme",t)}var e=function(){var t=null;try{t=new URLSearchParams(window.location.search).get("docusaurus-theme")}catch(t){}return t}()||function(){var t=null;try{t=localStorage.getItem("theme")}catch(t){}return t}();t(null!==e?e:"light")}()</script><div id="__docusaurus">
@@ -35,7 +35,7 @@
<img class="footer__divider" src="/img/community/line.png" alt="Divider">
<p>
<small>
- <a href="https://superset.apache.org/docs/security/" target="_blank" rel="noreferrer">Security</a> |
+ <a href="/docs/security/" target="_blank" rel="noreferrer">Security</a> |
<a href="https://www.apache.org/foundation/sponsorship.html" target="_blank" rel="noreferrer">Donate</a> |
<a href="https://www.apache.org/foundation/thanks.html" target="_blank" rel="noreferrer">Thanks</a> |
<a href="https://apache.org/events/current-event" target="_blank" rel="noreferrer">Events</a> |
@@ -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.c16720db.js"></script>
-<script src="/assets/js/main.f3802c3e.js"></script>
+<script src="/assets/js/runtime~main.5d93ee42.js"></script>
+<script src="/assets/js/main.ce18e882.js"></script>
</body>
</html>
\ No newline at end of file
diff --git a/docs/databases/postgres/index.html b/docs/databases/postgres/index.html
index 4d0d709..e88af7d 100644
--- a/docs/databases/postgres/index.html
+++ b/docs/databases/postgres/index.html
@@ -18,8 +18,8 @@
<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.fb442465.css">
-<link rel="preload" href="/assets/js/runtime~main.c16720db.js" as="script">
-<link rel="preload" href="/assets/js/main.f3802c3e.js" as="script">
+<link rel="preload" href="/assets/js/runtime~main.5d93ee42.js" as="script">
+<link rel="preload" href="/assets/js/main.ce18e882.js" as="script">
</head>
<body class="navigation-with-keyboard">
<script>!function(){function t(t){document.documentElement.setAttribute("data-theme",t)}var e=function(){var t=null;try{t=new URLSearchParams(window.location.search).get("docusaurus-theme")}catch(t){}return t}()||function(){var t=null;try{t=localStorage.getItem("theme")}catch(t){}return t}();t(null!==e?e:"light")}()</script><div id="__docusaurus">
@@ -40,7 +40,7 @@
<img class="footer__divider" src="/img/community/line.png" alt="Divider">
<p>
<small>
- <a href="https://superset.apache.org/docs/security/" target="_blank" rel="noreferrer">Security</a> |
+ <a href="/docs/security/" target="_blank" rel="noreferrer">Security</a> |
<a href="https://www.apache.org/foundation/sponsorship.html" target="_blank" rel="noreferrer">Donate</a> |
<a href="https://www.apache.org/foundation/thanks.html" target="_blank" rel="noreferrer">Thanks</a> |
<a href="https://apache.org/events/current-event" target="_blank" rel="noreferrer">Events</a> |
@@ -50,7 +50,7 @@
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<img referrerpolicy="no-referrer-when-downgrade" src="https://static.scarf.sh/a.png?x-pxid=39ae6855-95fc-4566-86e5-360d542b0a68">
</div></div></div></footer></div>
-<script src="/assets/js/runtime~main.c16720db.js"></script>
-<script src="/assets/js/main.f3802c3e.js"></script>
+<script src="/assets/js/runtime~main.5d93ee42.js"></script>
+<script src="/assets/js/main.ce18e882.js"></script>
</body>
</html>
\ No newline at end of file
diff --git a/docs/databases/presto/index.html b/docs/databases/presto/index.html
index dc29519..64209e9 100644
--- a/docs/databases/presto/index.html
+++ b/docs/databases/presto/index.html
@@ -18,8 +18,8 @@
<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.fb442465.css">
-<link rel="preload" href="/assets/js/runtime~main.c16720db.js" as="script">
-<link rel="preload" href="/assets/js/main.f3802c3e.js" as="script">
+<link rel="preload" href="/assets/js/runtime~main.5d93ee42.js" as="script">
+<link rel="preload" href="/assets/js/main.ce18e882.js" as="script">
</head>
<body class="navigation-with-keyboard">
<script>!function(){function t(t){document.documentElement.setAttribute("data-theme",t)}var e=function(){var t=null;try{t=new URLSearchParams(window.location.search).get("docusaurus-theme")}catch(t){}return t}()||function(){var t=null;try{t=localStorage.getItem("theme")}catch(t){}return t}();t(null!==e?e:"light")}()</script><div id="__docusaurus">
@@ -36,7 +36,7 @@
<img class="footer__divider" src="/img/community/line.png" alt="Divider">
<p>
<small>
- <a href="https://superset.apache.org/docs/security/" target="_blank" rel="noreferrer">Security</a> |
+ <a href="/docs/security/" target="_blank" rel="noreferrer">Security</a> |
<a href="https://www.apache.org/foundation/sponsorship.html" target="_blank" rel="noreferrer">Donate</a> |
<a href="https://www.apache.org/foundation/thanks.html" target="_blank" rel="noreferrer">Thanks</a> |
<a href="https://apache.org/events/current-event" target="_blank" rel="noreferrer">Events</a> |
@@ -46,7 +46,7 @@
<!-- 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.c16720db.js"></script>
-<script src="/assets/js/main.f3802c3e.js"></script>
+<script src="/assets/js/runtime~main.5d93ee42.js"></script>
+<script src="/assets/js/main.ce18e882.js"></script>
</body>
</html>
\ No newline at end of file
diff --git a/docs/databases/redshift/index.html b/docs/databases/redshift/index.html
index 53f78f8..e2fc099 100644
--- a/docs/databases/redshift/index.html
+++ b/docs/databases/redshift/index.html
@@ -18,8 +18,8 @@
<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.fb442465.css">
-<link rel="preload" href="/assets/js/runtime~main.c16720db.js" as="script">
-<link rel="preload" href="/assets/js/main.f3802c3e.js" as="script">
+<link rel="preload" href="/assets/js/runtime~main.5d93ee42.js" as="script">
+<link rel="preload" href="/assets/js/main.ce18e882.js" as="script">
</head>
<body class="navigation-with-keyboard">
<script>!function(){function t(t){document.documentElement.setAttribute("data-theme",t)}var e=function(){var t=null;try{t=new URLSearchParams(window.location.search).get("docusaurus-theme")}catch(t){}return t}()||function(){var t=null;try{t=localStorage.getItem("theme")}catch(t){}return t}();t(null!==e?e:"light")}()</script><div id="__docusaurus">
@@ -36,7 +36,7 @@
<img class="footer__divider" src="/img/community/line.png" alt="Divider">
<p>
<small>
- <a href="https://superset.apache.org/docs/security/" target="_blank" rel="noreferrer">Security</a> |
+ <a href="/docs/security/" target="_blank" rel="noreferrer">Security</a> |
<a href="https://www.apache.org/foundation/sponsorship.html" target="_blank" rel="noreferrer">Donate</a> |
<a href="https://www.apache.org/foundation/thanks.html" target="_blank" rel="noreferrer">Thanks</a> |
<a href="https://apache.org/events/current-event" target="_blank" rel="noreferrer">Events</a> |
@@ -46,7 +46,7 @@
<!-- 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.c16720db.js"></script>
-<script src="/assets/js/main.f3802c3e.js"></script>
+<script src="/assets/js/runtime~main.5d93ee42.js"></script>
+<script src="/assets/js/main.ce18e882.js"></script>
</body>
</html>
\ No newline at end of file
diff --git a/docs/databases/risingwave/index.html b/docs/databases/risingwave/index.html
index 555548e..f2cd526 100644
--- a/docs/databases/risingwave/index.html
+++ b/docs/databases/risingwave/index.html
@@ -18,8 +18,8 @@
<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.fb442465.css">
-<link rel="preload" href="/assets/js/runtime~main.c16720db.js" as="script">
-<link rel="preload" href="/assets/js/main.f3802c3e.js" as="script">
+<link rel="preload" href="/assets/js/runtime~main.5d93ee42.js" as="script">
+<link rel="preload" href="/assets/js/main.ce18e882.js" as="script">
</head>
<body class="navigation-with-keyboard">
<script>!function(){function t(t){document.documentElement.setAttribute("data-theme",t)}var e=function(){var t=null;try{t=new URLSearchParams(window.location.search).get("docusaurus-theme")}catch(t){}return t}()||function(){var t=null;try{t=localStorage.getItem("theme")}catch(t){}return t}();t(null!==e?e:"light")}()</script><div id="__docusaurus">
@@ -36,7 +36,7 @@
<img class="footer__divider" src="/img/community/line.png" alt="Divider">
<p>
<small>
- <a href="https://superset.apache.org/docs/security/" target="_blank" rel="noreferrer">Security</a> |
+ <a href="/docs/security/" target="_blank" rel="noreferrer">Security</a> |
<a href="https://www.apache.org/foundation/sponsorship.html" target="_blank" rel="noreferrer">Donate</a> |
<a href="https://www.apache.org/foundation/thanks.html" target="_blank" rel="noreferrer">Thanks</a> |
<a href="https://apache.org/events/current-event" target="_blank" rel="noreferrer">Events</a> |
@@ -46,7 +46,7 @@
<!-- 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.c16720db.js"></script>
-<script src="/assets/js/main.f3802c3e.js"></script>
+<script src="/assets/js/runtime~main.5d93ee42.js"></script>
+<script src="/assets/js/main.ce18e882.js"></script>
</body>
</html>
\ No newline at end of file
diff --git a/docs/databases/rockset/index.html b/docs/databases/rockset/index.html
index 429fe12..ad55e43 100644
--- a/docs/databases/rockset/index.html
+++ b/docs/databases/rockset/index.html
@@ -18,8 +18,8 @@
<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.fb442465.css">
-<link rel="preload" href="/assets/js/runtime~main.c16720db.js" as="script">
-<link rel="preload" href="/assets/js/main.f3802c3e.js" as="script">
+<link rel="preload" href="/assets/js/runtime~main.5d93ee42.js" as="script">
+<link rel="preload" href="/assets/js/main.ce18e882.js" as="script">
</head>
<body class="navigation-with-keyboard">
<script>!function(){function t(t){document.documentElement.setAttribute("data-theme",t)}var e=function(){var t=null;try{t=new URLSearchParams(window.location.search).get("docusaurus-theme")}catch(t){}return t}()||function(){var t=null;try{t=localStorage.getItem("theme")}catch(t){}return t}();t(null!==e?e:"light")}()</script><div id="__docusaurus">
@@ -36,7 +36,7 @@
<img class="footer__divider" src="/img/community/line.png" alt="Divider">
<p>
<small>
- <a href="https://superset.apache.org/docs/security/" target="_blank" rel="noreferrer">Security</a> |
+ <a href="/docs/security/" target="_blank" rel="noreferrer">Security</a> |
<a href="https://www.apache.org/foundation/sponsorship.html" target="_blank" rel="noreferrer">Donate</a> |
<a href="https://www.apache.org/foundation/thanks.html" target="_blank" rel="noreferrer">Thanks</a> |
<a href="https://apache.org/events/current-event" target="_blank" rel="noreferrer">Events</a> |
@@ -46,7 +46,7 @@
<!-- 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.c16720db.js"></script>
-<script src="/assets/js/main.f3802c3e.js"></script>
+<script src="/assets/js/runtime~main.5d93ee42.js"></script>
+<script src="/assets/js/main.ce18e882.js"></script>
</body>
</html>
\ No newline at end of file
diff --git a/docs/databases/snowflake/index.html b/docs/databases/snowflake/index.html
index f0ee4b2..c2c2ec7 100644
--- a/docs/databases/snowflake/index.html
+++ b/docs/databases/snowflake/index.html
@@ -18,8 +18,8 @@
<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.fb442465.css">
-<link rel="preload" href="/assets/js/runtime~main.c16720db.js" as="script">
-<link rel="preload" href="/assets/js/main.f3802c3e.js" as="script">
+<link rel="preload" href="/assets/js/runtime~main.5d93ee42.js" as="script">
+<link rel="preload" href="/assets/js/main.ce18e882.js" as="script">
</head>
<body class="navigation-with-keyboard">
<script>!function(){function t(t){document.documentElement.setAttribute("data-theme",t)}var e=function(){var t=null;try{t=new URLSearchParams(window.location.search).get("docusaurus-theme")}catch(t){}return t}()||function(){var t=null;try{t=localStorage.getItem("theme")}catch(t){}return t}();t(null!==e?e:"light")}()</script><div id="__docusaurus">
@@ -45,7 +45,7 @@
<img class="footer__divider" src="/img/community/line.png" alt="Divider">
<p>
<small>
- <a href="https://superset.apache.org/docs/security/" target="_blank" rel="noreferrer">Security</a> |
+ <a href="/docs/security/" target="_blank" rel="noreferrer">Security</a> |
<a href="https://www.apache.org/foundation/sponsorship.html" target="_blank" rel="noreferrer">Donate</a> |
<a href="https://www.apache.org/foundation/thanks.html" target="_blank" rel="noreferrer">Thanks</a> |
<a href="https://apache.org/events/current-event" target="_blank" rel="noreferrer">Events</a> |
@@ -55,7 +55,7 @@
<!-- 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.c16720db.js"></script>
-<script src="/assets/js/main.f3802c3e.js"></script>
+<script src="/assets/js/runtime~main.5d93ee42.js"></script>
+<script src="/assets/js/main.ce18e882.js"></script>
</body>
</html>
\ No newline at end of file
diff --git a/docs/databases/solr/index.html b/docs/databases/solr/index.html
index 8223cfb..d6b884d 100644
--- a/docs/databases/solr/index.html
+++ b/docs/databases/solr/index.html
@@ -18,8 +18,8 @@
<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.fb442465.css">
-<link rel="preload" href="/assets/js/runtime~main.c16720db.js" as="script">
-<link rel="preload" href="/assets/js/main.f3802c3e.js" as="script">
+<link rel="preload" href="/assets/js/runtime~main.5d93ee42.js" as="script">
+<link rel="preload" href="/assets/js/main.ce18e882.js" as="script">
</head>
<body class="navigation-with-keyboard">
<script>!function(){function t(t){document.documentElement.setAttribute("data-theme",t)}var e=function(){var t=null;try{t=new URLSearchParams(window.location.search).get("docusaurus-theme")}catch(t){}return t}()||function(){var t=null;try{t=localStorage.getItem("theme")}catch(t){}return t}();t(null!==e?e:"light")}()</script><div id="__docusaurus">
@@ -36,7 +36,7 @@
<img class="footer__divider" src="/img/community/line.png" alt="Divider">
<p>
<small>
- <a href="https://superset.apache.org/docs/security/" target="_blank" rel="noreferrer">Security</a> |
+ <a href="/docs/security/" target="_blank" rel="noreferrer">Security</a> |
<a href="https://www.apache.org/foundation/sponsorship.html" target="_blank" rel="noreferrer">Donate</a> |
<a href="https://www.apache.org/foundation/thanks.html" target="_blank" rel="noreferrer">Thanks</a> |
<a href="https://apache.org/events/current-event" target="_blank" rel="noreferrer">Events</a> |
@@ -46,7 +46,7 @@
<!-- 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.c16720db.js"></script>
-<script src="/assets/js/main.f3802c3e.js"></script>
+<script src="/assets/js/runtime~main.5d93ee42.js"></script>
+<script src="/assets/js/main.ce18e882.js"></script>
</body>
</html>
\ No newline at end of file
diff --git a/docs/databases/spark-sql/index.html b/docs/databases/spark-sql/index.html
index 2127435..fa19f8a 100644
--- a/docs/databases/spark-sql/index.html
+++ b/docs/databases/spark-sql/index.html
@@ -18,8 +18,8 @@
<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.fb442465.css">
-<link rel="preload" href="/assets/js/runtime~main.c16720db.js" as="script">
-<link rel="preload" href="/assets/js/main.f3802c3e.js" as="script">
+<link rel="preload" href="/assets/js/runtime~main.5d93ee42.js" as="script">
+<link rel="preload" href="/assets/js/main.ce18e882.js" as="script">
</head>
<body class="navigation-with-keyboard">
<script>!function(){function t(t){document.documentElement.setAttribute("data-theme",t)}var e=function(){var t=null;try{t=new URLSearchParams(window.location.search).get("docusaurus-theme")}catch(t){}return t}()||function(){var t=null;try{t=localStorage.getItem("theme")}catch(t){}return t}();t(null!==e?e:"light")}()</script><div id="__docusaurus">
@@ -35,7 +35,7 @@
<img class="footer__divider" src="/img/community/line.png" alt="Divider">
<p>
<small>
- <a href="https://superset.apache.org/docs/security/" target="_blank" rel="noreferrer">Security</a> |
+ <a href="/docs/security/" target="_blank" rel="noreferrer">Security</a> |
<a href="https://www.apache.org/foundation/sponsorship.html" target="_blank" rel="noreferrer">Donate</a> |
<a href="https://www.apache.org/foundation/thanks.html" target="_blank" rel="noreferrer">Thanks</a> |
<a href="https://apache.org/events/current-event" target="_blank" rel="noreferrer">Events</a> |
@@ -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.c16720db.js"></script>
-<script src="/assets/js/main.f3802c3e.js"></script>
+<script src="/assets/js/runtime~main.5d93ee42.js"></script>
+<script src="/assets/js/main.ce18e882.js"></script>
</body>
</html>
\ No newline at end of file
diff --git a/docs/databases/sql-server/index.html b/docs/databases/sql-server/index.html
index 549cef5..e551ce0 100644
--- a/docs/databases/sql-server/index.html
+++ b/docs/databases/sql-server/index.html
@@ -18,8 +18,8 @@
<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.fb442465.css">
-<link rel="preload" href="/assets/js/runtime~main.c16720db.js" as="script">
-<link rel="preload" href="/assets/js/main.f3802c3e.js" as="script">
+<link rel="preload" href="/assets/js/runtime~main.5d93ee42.js" as="script">
+<link rel="preload" href="/assets/js/main.ce18e882.js" as="script">
</head>
<body class="navigation-with-keyboard">
<script>!function(){function t(t){document.documentElement.setAttribute("data-theme",t)}var e=function(){var t=null;try{t=new URLSearchParams(window.location.search).get("docusaurus-theme")}catch(t){}return t}()||function(){var t=null;try{t=localStorage.getItem("theme")}catch(t){}return t}();t(null!==e?e:"light")}()</script><div id="__docusaurus">
@@ -35,7 +35,7 @@
<img class="footer__divider" src="/img/community/line.png" alt="Divider">
<p>
<small>
- <a href="https://superset.apache.org/docs/security/" target="_blank" rel="noreferrer">Security</a> |
+ <a href="/docs/security/" target="_blank" rel="noreferrer">Security</a> |
<a href="https://www.apache.org/foundation/sponsorship.html" target="_blank" rel="noreferrer">Donate</a> |
<a href="https://www.apache.org/foundation/thanks.html" target="_blank" rel="noreferrer">Thanks</a> |
<a href="https://apache.org/events/current-event" target="_blank" rel="noreferrer">Events</a> |
@@ -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.c16720db.js"></script>
-<script src="/assets/js/main.f3802c3e.js"></script>
+<script src="/assets/js/runtime~main.5d93ee42.js"></script>
+<script src="/assets/js/main.ce18e882.js"></script>
</body>
</html>
\ No newline at end of file
diff --git a/docs/databases/starrocks/index.html b/docs/databases/starrocks/index.html
index 03a693e..795be71 100644
--- a/docs/databases/starrocks/index.html
+++ b/docs/databases/starrocks/index.html
@@ -18,8 +18,8 @@
<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.fb442465.css">
-<link rel="preload" href="/assets/js/runtime~main.c16720db.js" as="script">
-<link rel="preload" href="/assets/js/main.f3802c3e.js" as="script">
+<link rel="preload" href="/assets/js/runtime~main.5d93ee42.js" as="script">
+<link rel="preload" href="/assets/js/main.ce18e882.js" as="script">
</head>
<body class="navigation-with-keyboard">
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@@ -36,7 +36,7 @@
<img class="footer__divider" src="/img/community/line.png" alt="Divider">
<p>
<small>
- <a href="https://superset.apache.org/docs/security/" target="_blank" rel="noreferrer">Security</a> |
+ <a href="/docs/security/" target="_blank" rel="noreferrer">Security</a> |
<a href="https://www.apache.org/foundation/sponsorship.html" target="_blank" rel="noreferrer">Donate</a> |
<a href="https://www.apache.org/foundation/thanks.html" target="_blank" rel="noreferrer">Thanks</a> |
<a href="https://apache.org/events/current-event" target="_blank" rel="noreferrer">Events</a> |
@@ -46,7 +46,7 @@
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</div></div></div></footer></div>
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+<script src="/assets/js/main.ce18e882.js"></script>
</body>
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diff --git a/docs/databases/teradata/index.html b/docs/databases/teradata/index.html
index f4df4b2..7e3b75e 100644
--- a/docs/databases/teradata/index.html
+++ b/docs/databases/teradata/index.html
@@ -18,8 +18,8 @@
<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.fb442465.css">
-<link rel="preload" href="/assets/js/runtime~main.c16720db.js" as="script">
-<link rel="preload" href="/assets/js/main.f3802c3e.js" as="script">
+<link rel="preload" href="/assets/js/runtime~main.5d93ee42.js" as="script">
+<link rel="preload" href="/assets/js/main.ce18e882.js" as="script">
</head>
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@@ -42,7 +42,7 @@
<img class="footer__divider" src="/img/community/line.png" alt="Divider">
<p>
<small>
- <a href="https://superset.apache.org/docs/security/" target="_blank" rel="noreferrer">Security</a> |
+ <a href="/docs/security/" target="_blank" rel="noreferrer">Security</a> |
<a href="https://www.apache.org/foundation/sponsorship.html" target="_blank" rel="noreferrer">Donate</a> |
<a href="https://www.apache.org/foundation/thanks.html" target="_blank" rel="noreferrer">Thanks</a> |
<a href="https://apache.org/events/current-event" target="_blank" rel="noreferrer">Events</a> |
@@ -52,7 +52,7 @@
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</div></div></div></footer></div>
-<script src="/assets/js/runtime~main.c16720db.js"></script>
-<script src="/assets/js/main.f3802c3e.js"></script>
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+<script src="/assets/js/main.ce18e882.js"></script>
</body>
</html>
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diff --git a/docs/databases/timescaledb/index.html b/docs/databases/timescaledb/index.html
index acf4f69..c173b6a 100644
--- a/docs/databases/timescaledb/index.html
+++ b/docs/databases/timescaledb/index.html
@@ -18,8 +18,8 @@
<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.fb442465.css">
-<link rel="preload" href="/assets/js/runtime~main.c16720db.js" as="script">
-<link rel="preload" href="/assets/js/main.f3802c3e.js" as="script">
+<link rel="preload" href="/assets/js/runtime~main.5d93ee42.js" as="script">
+<link rel="preload" href="/assets/js/main.ce18e882.js" as="script">
</head>
<body class="navigation-with-keyboard">
<script>!function(){function t(t){document.documentElement.setAttribute("data-theme",t)}var e=function(){var t=null;try{t=new URLSearchParams(window.location.search).get("docusaurus-theme")}catch(t){}return t}()||function(){var t=null;try{t=localStorage.getItem("theme")}catch(t){}return t}();t(null!==e?e:"light")}()</script><div id="__docusaurus">
@@ -36,7 +36,7 @@
<img class="footer__divider" src="/img/community/line.png" alt="Divider">
<p>
<small>
- <a href="https://superset.apache.org/docs/security/" target="_blank" rel="noreferrer">Security</a> |
+ <a href="/docs/security/" target="_blank" rel="noreferrer">Security</a> |
<a href="https://www.apache.org/foundation/sponsorship.html" target="_blank" rel="noreferrer">Donate</a> |
<a href="https://www.apache.org/foundation/thanks.html" target="_blank" rel="noreferrer">Thanks</a> |
<a href="https://apache.org/events/current-event" target="_blank" rel="noreferrer">Events</a> |
@@ -46,7 +46,7 @@
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<img referrerpolicy="no-referrer-when-downgrade" src="https://static.scarf.sh/a.png?x-pxid=39ae6855-95fc-4566-86e5-360d542b0a68">
</div></div></div></footer></div>
-<script src="/assets/js/runtime~main.c16720db.js"></script>
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+<script src="/assets/js/main.ce18e882.js"></script>
</body>
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diff --git a/docs/databases/trino/index.html b/docs/databases/trino/index.html
index e6a33cd..9f06dc5 100644
--- a/docs/databases/trino/index.html
+++ b/docs/databases/trino/index.html
@@ -18,8 +18,8 @@
<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.fb442465.css">
-<link rel="preload" href="/assets/js/runtime~main.c16720db.js" as="script">
-<link rel="preload" href="/assets/js/main.f3802c3e.js" as="script">
+<link rel="preload" href="/assets/js/runtime~main.5d93ee42.js" as="script">
+<link rel="preload" href="/assets/js/main.ce18e882.js" as="script">
</head>
<body class="navigation-with-keyboard">
<script>!function(){function t(t){document.documentElement.setAttribute("data-theme",t)}var e=function(){var t=null;try{t=new URLSearchParams(window.location.search).get("docusaurus-theme")}catch(t){}return t}()||function(){var t=null;try{t=localStorage.getItem("theme")}catch(t){}return t}();t(null!==e?e:"light")}()</script><div id="__docusaurus">
@@ -37,7 +37,7 @@
<img class="footer__divider" src="/img/community/line.png" alt="Divider">
<p>
<small>
- <a href="https://superset.apache.org/docs/security/" target="_blank" rel="noreferrer">Security</a> |
+ <a href="/docs/security/" target="_blank" rel="noreferrer">Security</a> |
<a href="https://www.apache.org/foundation/sponsorship.html" target="_blank" rel="noreferrer">Donate</a> |
<a href="https://www.apache.org/foundation/thanks.html" target="_blank" rel="noreferrer">Thanks</a> |
<a href="https://apache.org/events/current-event" target="_blank" rel="noreferrer">Events</a> |
@@ -47,7 +47,7 @@
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</div></div></div></footer></div>
-<script src="/assets/js/runtime~main.c16720db.js"></script>
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+<script src="/assets/js/main.ce18e882.js"></script>
</body>
</html>
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diff --git a/docs/databases/vertica/index.html b/docs/databases/vertica/index.html
index eb316c4..6c0e10e 100644
--- a/docs/databases/vertica/index.html
+++ b/docs/databases/vertica/index.html
@@ -18,8 +18,8 @@
<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.fb442465.css">
-<link rel="preload" href="/assets/js/runtime~main.c16720db.js" as="script">
-<link rel="preload" href="/assets/js/main.f3802c3e.js" as="script">
+<link rel="preload" href="/assets/js/runtime~main.5d93ee42.js" as="script">
+<link rel="preload" href="/assets/js/main.ce18e882.js" as="script">
</head>
<body class="navigation-with-keyboard">
<script>!function(){function t(t){document.documentElement.setAttribute("data-theme",t)}var e=function(){var t=null;try{t=new URLSearchParams(window.location.search).get("docusaurus-theme")}catch(t){}return t}()||function(){var t=null;try{t=localStorage.getItem("theme")}catch(t){}return t}();t(null!==e?e:"light")}()</script><div id="__docusaurus">
@@ -37,7 +37,7 @@
<img class="footer__divider" src="/img/community/line.png" alt="Divider">
<p>
<small>
- <a href="https://superset.apache.org/docs/security/" target="_blank" rel="noreferrer">Security</a> |
+ <a href="/docs/security/" target="_blank" rel="noreferrer">Security</a> |
<a href="https://www.apache.org/foundation/sponsorship.html" target="_blank" rel="noreferrer">Donate</a> |
<a href="https://www.apache.org/foundation/thanks.html" target="_blank" rel="noreferrer">Thanks</a> |
<a href="https://apache.org/events/current-event" target="_blank" rel="noreferrer">Events</a> |
@@ -47,7 +47,7 @@
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</div></div></div></footer></div>
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+<script src="/assets/js/main.ce18e882.js"></script>
</body>
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diff --git a/docs/databases/yugabytedb/index.html b/docs/databases/yugabytedb/index.html
index 5d6292a..d4d4f77 100644
--- a/docs/databases/yugabytedb/index.html
+++ b/docs/databases/yugabytedb/index.html
@@ -18,8 +18,8 @@
<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.fb442465.css">
-<link rel="preload" href="/assets/js/runtime~main.c16720db.js" as="script">
-<link rel="preload" href="/assets/js/main.f3802c3e.js" as="script">
+<link rel="preload" href="/assets/js/runtime~main.5d93ee42.js" as="script">
+<link rel="preload" href="/assets/js/main.ce18e882.js" as="script">
</head>
<body class="navigation-with-keyboard">
<script>!function(){function t(t){document.documentElement.setAttribute("data-theme",t)}var e=function(){var t=null;try{t=new URLSearchParams(window.location.search).get("docusaurus-theme")}catch(t){}return t}()||function(){var t=null;try{t=localStorage.getItem("theme")}catch(t){}return t}();t(null!==e?e:"light")}()</script><div id="__docusaurus">
@@ -37,7 +37,7 @@
<img class="footer__divider" src="/img/community/line.png" alt="Divider">
<p>
<small>
- <a href="https://superset.apache.org/docs/security/" target="_blank" rel="noreferrer">Security</a> |
+ <a href="/docs/security/" target="_blank" rel="noreferrer">Security</a> |
<a href="https://www.apache.org/foundation/sponsorship.html" target="_blank" rel="noreferrer">Donate</a> |
<a href="https://www.apache.org/foundation/thanks.html" target="_blank" rel="noreferrer">Thanks</a> |
<a href="https://apache.org/events/current-event" target="_blank" rel="noreferrer">Events</a> |
@@ -47,7 +47,7 @@
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<img referrerpolicy="no-referrer-when-downgrade" src="https://static.scarf.sh/a.png?x-pxid=39ae6855-95fc-4566-86e5-360d542b0a68">
</div></div></div></footer></div>
-<script src="/assets/js/runtime~main.c16720db.js"></script>
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+<script src="/assets/js/main.ce18e882.js"></script>
</body>
</html>
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diff --git a/docs/frequently-asked-questions/index.html b/docs/frequently-asked-questions/index.html
index 104ab03..12a139e 100644
--- a/docs/frequently-asked-questions/index.html
+++ b/docs/frequently-asked-questions/index.html
@@ -18,8 +18,8 @@
<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.fb442465.css">
-<link rel="preload" href="/assets/js/runtime~main.c16720db.js" as="script">
-<link rel="preload" href="/assets/js/main.f3802c3e.js" as="script">
+<link rel="preload" href="/assets/js/runtime~main.5d93ee42.js" as="script">
+<link rel="preload" href="/assets/js/main.ce18e882.js" as="script">
</head>
<body class="navigation-with-keyboard">
<script>!function(){function t(t){document.documentElement.setAttribute("data-theme",t)}var e=function(){var t=null;try{t=new URLSearchParams(window.location.search).get("docusaurus-theme")}catch(t){}return t}()||function(){var t=null;try{t=localStorage.getItem("theme")}catch(t){}return t}();t(null!==e?e:"light")}()</script><div id="__docusaurus">
@@ -72,7 +72,7 @@
Behind the scene, the new columns will get merged. Following this, you may want to re-edit the
table afterwards to configure the Columns tab, check the appropriate boxes and save again.</p><h3 class="anchor anchorWithStickyNavbar_LWe7" id="what-database-engine-can-i-use-as-a-backend-for-superset">What database engine can I use as a backend for Superset?<a href="#what-database-engine-can-i-use-as-a-backend-for-superset" class="hash-link" aria-label="Direct link to What database engine can I use as a backend for Superset?" title="Direct link to What database engine can I use as a backend for Superset?"></a></h3><p>To clarify, the database backend is an OLTP database used by Superset to store its internal
information like your list of users and dashboard definitions. While Superset supports a
-<a href="https://superset.apache.org/docs/databases/installing-database-drivers/" target="_blank" rel="noopener noreferrer">variety of databases as data <em>sources</em></a>,
+<a href="/docs/databases/installing-database-drivers/">variety of databases as data <em>sources</em></a>,
only a few database engines are supported for use as the OLTP backend / metadata store.</p><p>Superset is tested using MySQL, PostgreSQL, and SQLite backends. It’s recommended you install
Superset on one of these database servers for production. Installation on other OLTP databases
may work but isn’t tested. It has been reported that <a href="https://github.com/apache/superset/issues/18961" target="_blank" rel="noopener noreferrer">Microsoft SQL Server does <em>not</em>
@@ -111,7 +111,7 @@
We use the <a href="https://docs.scarf.sh/gateway/" target="_blank" rel="noopener noreferrer">Scarf Gateway</a> to sit in front of container registries, the <a href="https://about.scarf.sh/package-sdks" target="_blank" rel="noopener noreferrer">scarf-js</a> package to track <code>npm</code> installations, and a Scarf pixel to gather anonymous analytics on Superset page views.
Scarf purges PII and provides aggregated statistics. Superset users can easily opt out of analytics in various ways documented <a href="https://docs.scarf.sh/gateway/#do-not-track" target="_blank" rel="noopener noreferrer">here</a> and <a href="https://docs.scarf.sh/package-analytics/#as-a-user-of-a-package-using-scarf-js-how-can-i-opt-out-of-analytics" target="_blank" rel="noopener noreferrer">here</a>.
Superset maintainers can also opt out of telemetry data collection by setting the <code>SCARF_ANALYTICS</code> environment variable to <code>false</code> in the Superset container (or anywhere Superset/webpack are run).
-Additional opt-out instructions for Docker users are available on the <a href="https://superset.apache.org/docs/installation/installing-superset-using-docker-compose" target="_blank" rel="noopener noreferrer">Docker Installation</a> page.</p><h3 class="anchor anchorWithStickyNavbar_LWe7" id="does-superset-have-an-archive-panel-or-trash-bin-from-which-a-user-can-recover-deleted-assets">Does Superset have an archive panel or trash bin from which a user can recover deleted assets?<a href="#does-superset-have-an-archive-panel-or-trash-bin-from-which-a-user-can-recover-deleted-assets" class="hash-link" aria-label="Direct link to Does Superset have an archive panel or trash bin from which a user can recover deleted assets?" title="Direct link to Does Superset have an archive panel or trash bin from which a user can recover deleted assets?"></a></h3><p>No. Currently, there is no way to recover a deleted Superset dashboard/chart/dataset/database from the UI. However, there is an <a href="https://github.com/apache/superset/discussions/18386" target="_blank" rel="noopener noreferrer">ongoing discussion</a> about implementing such a feature.</p><p>Hence, it is recommended to take periodic backups of the metadata database. For recovery, you can launch a recovery instance of a Superset server with the backed-up copy of the DB attached and use the Export Dashboard button in the Superset UI (or the <code>superset export-dashboards</code> CLI command). Then, take the .zip file and import it into the current Superset instance.</p><p>Alternatively, you can programmatically take regular exports of the assets as a backup.</p></div><footer class="theme-doc-footer docusaurus-mt-lg"><div class="theme-doc-footer-edit-meta-row row"><div class="col"><a href="https://github.com/apache/superset/tree/master/docs/docs/frequently-asked-questions.mdx" target="_blank" rel="noreferrer noopener" class="theme-edit-this-page"><svg fill="currentColor" height="20" width="20" viewBox="0 0 40 40" class="iconEdit_Z9Sw" aria-hidden="true"><g><path d="m34.5 11.7l-3 3.1-6.3-6.3 3.1-3q0.5-0.5 1.2-0.5t1.1 0.5l3.9 3.9q0.5 0.4 0.5 1.1t-0.5 1.2z m-29.5 17.1l18.4-18.5 6.3 6.3-18.4 18.4h-6.3v-6.2z"></path></g></svg>Edit this page</a></div><div class="col lastUpdated_vwxv"></div></div></footer></article><nav class="pagination-nav docusaurus-mt-lg" aria-label="Docs pages"><a class="pagination-nav__link pagination-nav__link--prev" href="/docs/contributing/creating-viz-plugins"><div class="pagination-nav__sublabel">Previous</div><div class="pagination-nav__label">Creating Visualization Plugins</div></a><a class="pagination-nav__link pagination-nav__link--next" href="/docs/security/"><div class="pagination-nav__sublabel">Next</div><div class="pagination-nav__label">Security</div></a></nav></div></div><div class="col col--3"><div class="tableOfContents_bqdL thin-scrollbar theme-doc-toc-desktop"><ul class="table-of-contents table-of-contents__left-border"><li><a href="#frequently-asked-questions" class="table-of-contents__link toc-highlight">Frequently Asked Questions</a><ul><li><a href="#how-big-of-a-dataset-can-superset-handle" class="table-of-contents__link toc-highlight">How big of a dataset can Superset handle?</a></li><li><a href="#what-are-the-computing-specifications-required-to-run-superset" class="table-of-contents__link toc-highlight">What are the computing specifications required to run Superset?</a></li><li><a href="#can-i-join--query-multiple-tables-at-one-time" class="table-of-contents__link toc-highlight">Can I join / query multiple tables at one time?</a></li><li><a href="#how-do-i-create-my-own-visualization" class="table-of-contents__link toc-highlight">How do I create my own visualization?</a></li><li><a href="#can-i-upload-and-visualize-csv-data" class="table-of-contents__link toc-highlight">Can I upload and visualize CSV data?</a></li><li><a href="#why-are-my-queries-timing-out" class="table-of-contents__link toc-highlight">Why are my queries timing out?</a></li><li><a href="#why-is-the-map-not-visible-in-the-geospatial-visualization" class="table-of-contents__link toc-highlight">Why is the map not visible in the geospatial visualization?</a></li><li><a href="#how-to-limit-the-timed-refresh-on-a-dashboard" class="table-of-contents__link toc-highlight">How to limit the timed refresh on a dashboard?</a></li><li><a href="#what-if-the-table-schema-changed" class="table-of-contents__link toc-highlight">What if the table schema changed?</a></li><li><a href="#what-database-engine-can-i-use-as-a-backend-for-superset" class="table-of-contents__link toc-highlight">What database engine can I use as a backend for Superset?</a></li><li><a href="#how-can-i-configure-oauth-authentication-and-authorization" class="table-of-contents__link toc-highlight">How can I configure OAuth authentication and authorization?</a></li><li><a href="#is-there-a-way-to-force-the-dashboard-to-use-specific-colors" class="table-of-contents__link toc-highlight">Is there a way to force the dashboard to use specific colors?</a></li><li><a href="#does-superset-work-with-insert-database-engine-here" class="table-of-contents__link toc-highlight">Does Superset work with insert database engine here?</a></li><li><a href="#does-superset-offer-a-public-api" class="table-of-contents__link toc-highlight">Does Superset offer a public API?</a></li><li><a href="#how-can-i-see-usage-statistics-eg-monthly-active-users" class="table-of-contents__link toc-highlight">How can I see usage statistics (e.g., monthly active users)?</a></li><li><a href="#what-does-hours-offset-in-the-edit-dataset-view-do" class="table-of-contents__link toc-highlight">What Does Hours Offset in the Edit Dataset view do?</a></li><li><a href="#does-superset-collect-any-telemetry-data" class="table-of-contents__link toc-highlight">Does Superset collect any telemetry data?</a></li><li><a href="#does-superset-have-an-archive-panel-or-trash-bin-from-which-a-user-can-recover-deleted-assets" class="table-of-contents__link toc-highlight">Does Superset have an archive panel or trash bin from which a user can recover deleted assets?</a></li></ul></li></ul></div></div></div></div></main></div></div><footer class="footer"><div class="container container-fluid"><div class="footer__bottom text--center"><div class="footer__copyright">
+Additional opt-out instructions for Docker users are available on the <a href="/docs/installation/installing-superset-using-docker-compose">Docker Installation</a> page.</p><h3 class="anchor anchorWithStickyNavbar_LWe7" id="does-superset-have-an-archive-panel-or-trash-bin-from-which-a-user-can-recover-deleted-assets">Does Superset have an archive panel or trash bin from which a user can recover deleted assets?<a href="#does-superset-have-an-archive-panel-or-trash-bin-from-which-a-user-can-recover-deleted-assets" class="hash-link" aria-label="Direct link to Does Superset have an archive panel or trash bin from which a user can recover deleted assets?" title="Direct link to Does Superset have an archive panel or trash bin from which a user can recover deleted assets?"></a></h3><p>No. Currently, there is no way to recover a deleted Superset dashboard/chart/dataset/database from the UI. However, there is an <a href="https://github.com/apache/superset/discussions/18386" target="_blank" rel="noopener noreferrer">ongoing discussion</a> about implementing such a feature.</p><p>Hence, it is recommended to take periodic backups of the metadata database. For recovery, you can launch a recovery instance of a Superset server with the backed-up copy of the DB attached and use the Export Dashboard button in the Superset UI (or the <code>superset export-dashboards</code> CLI command). Then, take the .zip file and import it into the current Superset instance.</p><p>Alternatively, you can programmatically take regular exports of the assets as a backup.</p></div><footer class="theme-doc-footer docusaurus-mt-lg"><div class="theme-doc-footer-edit-meta-row row"><div class="col"><a href="https://github.com/apache/superset/tree/master/docs/docs/frequently-asked-questions.mdx" target="_blank" rel="noreferrer noopener" class="theme-edit-this-page"><svg fill="currentColor" height="20" width="20" viewBox="0 0 40 40" class="iconEdit_Z9Sw" aria-hidden="true"><g><path d="m34.5 11.7l-3 3.1-6.3-6.3 3.1-3q0.5-0.5 1.2-0.5t1.1 0.5l3.9 3.9q0.5 0.4 0.5 1.1t-0.5 1.2z m-29.5 17.1l18.4-18.5 6.3 6.3-18.4 18.4h-6.3v-6.2z"></path></g></svg>Edit this page</a></div><div class="col lastUpdated_vwxv"></div></div></footer></article><nav class="pagination-nav docusaurus-mt-lg" aria-label="Docs pages"><a class="pagination-nav__link pagination-nav__link--prev" href="/docs/contributing/creating-viz-plugins"><div class="pagination-nav__sublabel">Previous</div><div class="pagination-nav__label">Creating Visualization Plugins</div></a><a class="pagination-nav__link pagination-nav__link--next" href="/docs/security/"><div class="pagination-nav__sublabel">Next</div><div class="pagination-nav__label">Security</div></a></nav></div></div><div class="col col--3"><div class="tableOfContents_bqdL thin-scrollbar theme-doc-toc-desktop"><ul class="table-of-contents table-of-contents__left-border"><li><a href="#frequently-asked-questions" class="table-of-contents__link toc-highlight">Frequently Asked Questions</a><ul><li><a href="#how-big-of-a-dataset-can-superset-handle" class="table-of-contents__link toc-highlight">How big of a dataset can Superset handle?</a></li><li><a href="#what-are-the-computing-specifications-required-to-run-superset" class="table-of-contents__link toc-highlight">What are the computing specifications required to run Superset?</a></li><li><a href="#can-i-join--query-multiple-tables-at-one-time" class="table-of-contents__link toc-highlight">Can I join / query multiple tables at one time?</a></li><li><a href="#how-do-i-create-my-own-visualization" class="table-of-contents__link toc-highlight">How do I create my own visualization?</a></li><li><a href="#can-i-upload-and-visualize-csv-data" class="table-of-contents__link toc-highlight">Can I upload and visualize CSV data?</a></li><li><a href="#why-are-my-queries-timing-out" class="table-of-contents__link toc-highlight">Why are my queries timing out?</a></li><li><a href="#why-is-the-map-not-visible-in-the-geospatial-visualization" class="table-of-contents__link toc-highlight">Why is the map not visible in the geospatial visualization?</a></li><li><a href="#how-to-limit-the-timed-refresh-on-a-dashboard" class="table-of-contents__link toc-highlight">How to limit the timed refresh on a dashboard?</a></li><li><a href="#what-if-the-table-schema-changed" class="table-of-contents__link toc-highlight">What if the table schema changed?</a></li><li><a href="#what-database-engine-can-i-use-as-a-backend-for-superset" class="table-of-contents__link toc-highlight">What database engine can I use as a backend for Superset?</a></li><li><a href="#how-can-i-configure-oauth-authentication-and-authorization" class="table-of-contents__link toc-highlight">How can I configure OAuth authentication and authorization?</a></li><li><a href="#is-there-a-way-to-force-the-dashboard-to-use-specific-colors" class="table-of-contents__link toc-highlight">Is there a way to force the dashboard to use specific colors?</a></li><li><a href="#does-superset-work-with-insert-database-engine-here" class="table-of-contents__link toc-highlight">Does Superset work with insert database engine here?</a></li><li><a href="#does-superset-offer-a-public-api" class="table-of-contents__link toc-highlight">Does Superset offer a public API?</a></li><li><a href="#how-can-i-see-usage-statistics-eg-monthly-active-users" class="table-of-contents__link toc-highlight">How can I see usage statistics (e.g., monthly active users)?</a></li><li><a href="#what-does-hours-offset-in-the-edit-dataset-view-do" class="table-of-contents__link toc-highlight">What Does Hours Offset in the Edit Dataset view do?</a></li><li><a href="#does-superset-collect-any-telemetry-data" class="table-of-contents__link toc-highlight">Does Superset collect any telemetry data?</a></li><li><a href="#does-superset-have-an-archive-panel-or-trash-bin-from-which-a-user-can-recover-deleted-assets" class="table-of-contents__link toc-highlight">Does Superset have an archive panel or trash bin from which a user can recover deleted assets?</a></li></ul></li></ul></div></div></div></div></main></div></div><footer class="footer"><div class="container container-fluid"><div class="footer__bottom text--center"><div class="footer__copyright">
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@@ -123,7 +123,7 @@
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diff --git a/docs/installation/alerts-reports/index.html b/docs/installation/alerts-reports/index.html
index 07f5a4c..caa4586 100644
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class="breadcrumbs__link">Installation and Configuration</span><meta itemprop="position" content="1"></li><li itemscope="" itemprop="itemListElement" itemtype="https://schema.org/ListItem" class="breadcrumbs__item breadcrumbs__item--active"><span class="breadcrumbs__link" itemprop="name">Alerts and Reports</span><meta itemprop="position" content="2"></li></ul></nav><div class="tocCollapsible_ETCw theme-doc-toc-mobile tocMobile_ITEo"><button type="button" class="clean-btn tocCollapsibleButton_TO0P">On this page</button></div><div class="theme-doc-markdown markdown"><h2 class="anchor anchorWithStickyNavbar_LWe7" id="alerts-and-reports">Alerts and Reports<a href="#alerts-and-reports" class="hash-link" aria-label="Direct link to Alerts and Reports" title="Direct link to Alerts and Reports"></a></h2><p>Users can configure automated alerts and reports to send dashboards or charts to an email recipient or Slack channel.</p><ul><li><em>Alerts</em> are sent when a SQL condition is reached</li><li><em>Reports</em> are sent on a schedule</li></ul><p>Alerts and reports are disabled by default. To turn them on, you need to do some setup, described here.</p><h3 class="anchor anchorWithStickyNavbar_LWe7" id="requirements">Requirements<a href="#requirements" class="hash-link" aria-label="Direct link to Requirements" title="Direct link to Requirements"></a></h3><h4 class="anchor anchorWithStickyNavbar_LWe7" id="commons">Commons<a href="#commons" class="hash-link" aria-label="Direct link to Commons" title="Direct link to Commons"></a></h4><h5 class="anchor anchorWithStickyNavbar_LWe7" id="in-your-superset_configpy-or-superset_config_dockerpy">In your <code>superset_config.py</code> or <code>superset_config_docker.py</code><a href="#in-your-superset_configpy-or-superset_config_dockerpy" class="hash-link" aria-label="Direct link to in-your-superset_configpy-or-superset_config_dockerpy" title="Direct link to in-your-superset_configpy-or-superset_config_dockerpy"></a></h5><ul><li><code>"ALERT_REPORTS"</code> <a href="https://superset.apache.org/docs/installation/configuring-superset#feature-flags" target="_blank" rel="noopener noreferrer">feature flag</a> must be turned to True.</li><li><code>beat_schedule</code> in CeleryConfig must contain schedule for <code>reports.scheduler</code>.</li><li>At least one of those must be configured, depending on what you want to use:<ul><li>emails: <code>SMTP_*</code> settings</li><li>Slack messages: <code>SLACK_API_TOKEN</code></li></ul></li></ul><h6 class="anchor anchorWithStickyNavbar_LWe7" id="disable-dry-run-mode">Disable dry-run mode<a href="#disable-dry-run-mode" class="hash-link" aria-label="Direct link to Disable dry-run mode" title="Direct link to Disable dry-run mode"></a></h6><p>Screenshots will be taken but no messages actually sent as long as <code>ALERT_REPORTS_NOTIFICATION_DRY_RUN = True</code>, its default value in <code>docker/pythonpath_dev/superset_config.py</code>. To disable dry-run mode and start receiving email/Slack notifications, set <code>ALERT_REPORTS_NOTIFICATION_DRY_RUN</code> to <code>False</code> in <a href="https://github.com/apache/superset/blob/master/docker/pythonpath_dev/superset_config.py" target="_blank" rel="noopener noreferrer">superset config</a>.</p><h5 class="anchor anchorWithStickyNavbar_LWe7" id="in-your-dockerfile">In your <code>Dockerfile</code><a href="#in-your-dockerfile" class="hash-link" aria-label="Direct link to in-your-dockerfile" title="Direct link to in-your-dockerfile"></a></h5><ul><li>You must install a headless browser, for taking screenshots of the charts and dashboards. Only Firefox and Chrome are currently supported.<blockquote><p>If you choose Chrome, you must also change the value of <code>WEBDRIVER_TYPE</code> to <code>"chrome"</code> in your <code>superset_config.py</code>.</p></blockquote></li></ul><p>Note: All the components required (Firefox headless browser, Redis, Postgres db, celery worker and celery beat) are present in the <em>dev</em> docker image if you are following <a href="https://superset.apache.org/docs/installation/installing-superset-using-docker-compose/" target="_blank" rel="noopener noreferrer">Installing Superset Locally</a>.
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class="breadcrumbs__link">Installation and Configuration</span><meta itemprop="position" content="1"></li><li itemscope="" itemprop="itemListElement" itemtype="https://schema.org/ListItem" class="breadcrumbs__item breadcrumbs__item--active"><span class="breadcrumbs__link" itemprop="name">Alerts and Reports</span><meta itemprop="position" content="2"></li></ul></nav><div class="tocCollapsible_ETCw theme-doc-toc-mobile tocMobile_ITEo"><button type="button" class="clean-btn tocCollapsibleButton_TO0P">On this page</button></div><div class="theme-doc-markdown markdown"><h2 class="anchor anchorWithStickyNavbar_LWe7" id="alerts-and-reports">Alerts and Reports<a href="#alerts-and-reports" class="hash-link" aria-label="Direct link to Alerts and Reports" title="Direct link to Alerts and Reports"></a></h2><p>Users can configure automated alerts and reports to send dashboards or charts to an email recipient or Slack channel.</p><ul><li><em>Alerts</em> are sent when a SQL condition is reached</li><li><em>Reports</em> are sent on a schedule</li></ul><p>Alerts and reports are disabled by default. To turn them on, you need to do some setup, described here.</p><h3 class="anchor anchorWithStickyNavbar_LWe7" id="requirements">Requirements<a href="#requirements" class="hash-link" aria-label="Direct link to Requirements" title="Direct link to Requirements"></a></h3><h4 class="anchor anchorWithStickyNavbar_LWe7" id="commons">Commons<a href="#commons" class="hash-link" aria-label="Direct link to Commons" title="Direct link to Commons"></a></h4><h5 class="anchor anchorWithStickyNavbar_LWe7" id="in-your-superset_configpy-or-superset_config_dockerpy">In your <code>superset_config.py</code> or <code>superset_config_docker.py</code><a href="#in-your-superset_configpy-or-superset_config_dockerpy" class="hash-link" aria-label="Direct link to in-your-superset_configpy-or-superset_config_dockerpy" title="Direct link to in-your-superset_configpy-or-superset_config_dockerpy"></a></h5><ul><li><code>"ALERT_REPORTS"</code> <a href="/docs/installation/configuring-superset#feature-flags">feature flag</a> must be turned to True.</li><li><code>beat_schedule</code> in CeleryConfig must contain schedule for <code>reports.scheduler</code>.</li><li>At least one of those must be configured, depending on what you want to use:<ul><li>emails: <code>SMTP_*</code> settings</li><li>Slack messages: <code>SLACK_API_TOKEN</code></li></ul></li></ul><h6 class="anchor anchorWithStickyNavbar_LWe7" id="disable-dry-run-mode">Disable dry-run mode<a href="#disable-dry-run-mode" class="hash-link" aria-label="Direct link to Disable dry-run mode" title="Direct link to Disable dry-run mode"></a></h6><p>Screenshots will be taken but no messages actually sent as long as <code>ALERT_REPORTS_NOTIFICATION_DRY_RUN = True</code>, its default value in <code>docker/pythonpath_dev/superset_config.py</code>. To disable dry-run mode and start receiving email/Slack notifications, set <code>ALERT_REPORTS_NOTIFICATION_DRY_RUN</code> to <code>False</code> in <a href="https://github.com/apache/superset/blob/master/docker/pythonpath_dev/superset_config.py" target="_blank" rel="noopener noreferrer">superset config</a>.</p><h5 class="anchor anchorWithStickyNavbar_LWe7" id="in-your-dockerfile">In your <code>Dockerfile</code><a href="#in-your-dockerfile" class="hash-link" aria-label="Direct link to in-your-dockerfile" title="Direct link to in-your-dockerfile"></a></h5><ul><li>You must install a headless browser, for taking screenshots of the charts and dashboards. Only Firefox and Chrome are currently supported.<blockquote><p>If you choose Chrome, you must also change the value of <code>WEBDRIVER_TYPE</code> to <code>"chrome"</code> in your <code>superset_config.py</code>.</p></blockquote></li></ul><p>Note: All the components required (Firefox headless browser, Redis, Postgres db, celery worker and celery beat) are present in the <em>dev</em> docker image if you are following <a href="/docs/installation/installing-superset-using-docker-compose/">Installing Superset Locally</a>.
All you need to do is add the required config variables described in this guide (See <code>Detailed Config</code>).</p><p>If you are running a non-dev docker image, e.g., a stable release like <code>apache/superset:2.0.1</code>, that image does not include a headless browser. Only the <code>superset_worker</code> container needs this headless browser to browse to the target chart or dashboard.
You can either install and configure the headless browser - see "Custom Dockerfile" section below - or when deploying via <code>docker compose</code>, modify your <code>docker-compose.yml</code> file to use a dev image for the worker container and a stable release image for the <code>superset_app</code> container.</p><p><em>Note</em>: In this context, a "dev image" is the same application software as its corresponding non-dev image, just bundled with additional tools. So an image like <code>2.0.1-dev</code> is identical to <code>2.0.1</code> when it comes to stability, functionality, and running in production. The actual "in-development" versions of Superset - cutting-edge and unstable - are not tagged with version numbers on Docker Hub and will display version <code>0.0.0-dev</code> within the Superset UI.</p><h4 class="anchor anchorWithStickyNavbar_LWe7" id="slack-integration">Slack integration<a href="#slack-integration" class="hash-link" aria-label="Direct link to Slack integration" title="Direct link to Slack integration"></a></h4><p>To send alerts and reports to Slack channels, you need to create a new Slack Application on your workspace.</p><ol><li>Connect to your Slack workspace, then head to <a href="https://api.slack.com/apps" target="_blank" rel="noopener noreferrer">https://api.slack.com/apps</a>.</li><li>Create a new app.</li><li>Go to "OAuth & Permissions" section, and give the following scopes to your app:<ul><li><code>incoming-webhook</code></li><li><code>files:write</code></li><li><code>chat:write</code></li></ul></li><li>At the top of the "OAuth and Permissions" section, click "install to workspace".</li><li>Select a default channel for your app and continue.
(You can post to any channel by inviting your Superset app into that channel).</li><li>The app should now be installed in your workspace, and a "Bot User OAuth Access Token" should have been created. Copy that token in the <code>SLACK_API_TOKEN</code> variable of your <code>superset_config.py</code>.</li><li>Restart the service (or run <code>superset init</code>) to pull in the new configuration.</li></ol><p>Note: when you configure an alert or a report, the Slack channel list takes channel names without the leading '#' e.g. use <code>alerts</code> instead of <code>#alerts</code>.</p><h4 class="anchor anchorWithStickyNavbar_LWe7" id="kubernetes-specific">Kubernetes-specific<a href="#kubernetes-specific" class="hash-link" aria-label="Direct link to Kubernetes-specific" title="Direct link to Kubernetes-specific"></a></h4><ul><li>You must have a <code>celery beat</code> pod running. If you're using the chart included in the GitHub repository under <a href="https://github.com/apache/superset/tree/master/helm/superset" target="_blank" rel="noopener noreferrer">helm/superset</a>, you need to put <code>supersetCeleryBeat.enabled = true</code> in your values override.</li><li>You can see the dedicated docs about <a href="/docs/installation/running-on-kubernetes">Kubernetes installation</a> for more generic details.</li></ul><h4 class="anchor anchorWithStickyNavbar_LWe7" id="docker-compose-specific">Docker Compose specific<a href="#docker-compose-specific" class="hash-link" aria-label="Direct link to Docker Compose specific" title="Direct link to Docker Compose specific"></a></h4><h5 class="anchor anchorWithStickyNavbar_LWe7" id="you-must-have-in-your-docker-composeyml">You must have in your <code>docker-compose.yml</code><a href="#you-must-have-in-your-docker-composeyml" class="hash-link" aria-label="Direct link to you-must-have-in-your-docker-composeyml" title="Direct link to you-must-have-in-your-docker-composeyml"></a></h5><ul><li>A Redis message broker</li><li>PostgreSQL DB instead of SQLlite</li><li>One or more <code>celery worker</code></li><li>A single <code>celery beat</code></li></ul><p>This process also works in a Docker swarm environment, you would just need to add <code>Deploy:</code> to the Superset, Redis and Postgres services along with your specific configs for your swarm.</p><h3 class="anchor anchorWithStickyNavbar_LWe7" id="detailed-config">Detailed config<a href="#detailed-config" class="hash-link" aria-label="Direct link to Detailed config" title="Direct link to Detailed config"></a></h3><p>The following configurations need to be added to the <code>superset_config.py</code> file. This file is loaded when the image runs, and any configurations in it will override the default configurations found in the <code>config.py</code>.</p><p>You can find documentation about each field in the default <code>config.py</code> in the GitHub repository under <a href="https://github.com/apache/superset/blob/master/superset/config.py" target="_blank" rel="noopener noreferrer">superset/config.py</a>.</p><p>You need to replace default values with your custom Redis, Slack and/or SMTP config.</p><p>Superset uses Celery beat and Celery worker(s) to send alerts and reports.</p><ul><li>The beat is the scheduler that tells the worker when to perform its tasks. This schedule is defined when you create the alert or report.</li><li>The worker will process the tasks that need to be performed when an alert or report is fired.</li></ul><p>In the <code>CeleryConfig</code>, only the <code>beat_schedule</code> is relevant to this feature, the rest of the <code>CeleryConfig</code> can be changed for your needs.</p><div class="language-python codeBlockContainer_Ckt0 theme-code-block" style="--prism-color:#393A34;--prism-background-color:#f6f8fa"><div class="codeBlockContent_biex"><pre tabindex="0" class="prism-code language-python codeBlock_bY9V thin-scrollbar"><code class="codeBlockLines_e6Vv"><span class="token-line" style="color:#393A34"><span class="token keyword" style="color:#00009f">from</span><span class="token plain"> celery</span><span class="token punctuation" style="color:#393A34">.</span><span class="token plain">schedules </span><span class="token keyword" style="color:#00009f">import</span><span class="token plain"> crontab</span><br></span><span class="token-line" style="color:#393A34"><span class="token plain" style="display:inline-block"></span><br></span><span class="token-line" style="color:#393A34"><span class="token plain">FEATURE_FLAGS </span><span class="token operator" style="color:#393A34">=</span><span class="token plain"> </span><span class="token punctuation" style="color:#393A34">{</span><span class="token plain"></span><br></span><span class="token-line" style="color:#393A34"><span class="token plain"> </span><span class="token string" style="color:#e3116c">"ALERT_REPORTS"</span><span class="token punctuation" style="color:#393A34">:</span><span class="token plain"> </span><span class="token boolean" style="color:#36acaa">True</span><span class="token plain"></span><br></span><span class="token-line" style="color:#393A34"><span class="token plain"></span><span class="token punctuation" style="color:#393A34">}</span><span class="token plain"></span><br></span><span class="token-line" style="color:#393A34"><span class="token plain" style="display:inline-block"></span><br></span><span class="token-line" style="color:#393A34"><span class="token plain">REDIS_HOST </span><span class="token operator" style="color:#393A34">=</span><span class="token plain"> </span><span class="token string" style="color:#e3116c">"superset_cache"</span><span class="token plain"></span><br></span><span class="token-line" style="color:#393A34"><span class="token plain">REDIS_PORT </span><span class="token operator" style="color:#393A34">=</span><span class="token plain"> </span><span class="token string" style="color:#e3116c">"6379"</span><span class="token plain"></span><br></span><span class="token-line" style="color:#393A34"><span class="token plain" style="display:inline-block"></span><br></span><span class="token-line" style="color:#393A34"><span class="token plain"></span><span class="token keyword" style="color:#00009f">class</span><span class="token plain"> </span><span class="token class-name">CeleryConfig</span><span class="token punctuation" style="color:#393A34">:</span><span class="token plain"></span><br></span><span class="token-line" style="color:#393A34"><span class="token plain"> broker_url </span><span class="token operator" style="color:#393A34">=</span><span class="token plain"> </span><span class="token string-interpolation string" style="color:#e3116c">f"redis://</span><span class="token string-interpolation interpolation punctuation" style="color:#393A34">{</span><span class="token string-interpolation interpolation">REDIS_HOST</span><span class="token string-interpolation interpolation punctuation" style="color:#393A34">}</span><span class="token string-interpolation string" style="color:#e3116c">:</span><span class="token string-interpolation interpolation punctuation" style="color:#393A34">{</span><span class="token string-interpolation interpolation">REDIS_PORT</span><span class="token string-interpolation interpolation punctuation" style="color:#393A34">}</span><span class="token string-interpolation string" style="color:#e3116c">/0"</span><span class="token plain"></span><br></span><span class="token-line" style="color:#393A34"><span class="token plain"> imports </span><span class="token operator" style="color:#393A34">=</span><span class="token plain"> </span><span class="token punctuation" style="color:#393A34">(</span><span class="token plain"></span><br></span><span class="token-line" style="color:#393A34"><span class="token plain"> </span><span class="token string" style="color:#e3116c">"superset.sql_lab"</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">"superset.tasks.scheduler"</span><span class="token punctuation" style="color:#393A34">,</span><span class="token plain"></span><br></span><span class="token-line" style="color:#393A34"><span class="token plain"> </span><span class="token punctuation" style="color:#393A34">)</span><span class="token plain"></span><br></span><span class="token-line" style="color:#393A34"><span class="token plain"> result_backend </span><span class="token operator" style="color:#393A34">=</span><span class="token plain"> </span><span class="token string-interpolation string" style="color:#e3116c">f"redis://</span><span class="token string-interpolation interpolation punctuation" style="color:#393A34">{</span><span class="token string-interpolation interpolation">REDIS_HOST</span><span class="token string-interpolation interpolation punctuation" style="color:#393A34">}</span><span class="token string-interpolation string" style="color:#e3116c">:</span><span class="token string-interpolation interpolation punctuation" style="color:#393A34">{</span><span class="token string-interpolation interpolation">REDIS_PORT</span><span class="token string-interpolation interpolation punctuation" style="color:#393A34">}</span><span class="token string-interpolation string" style="color:#e3116c">/0"</span><span class="token plain"></span><br></span><span class="token-line" style="color:#393A34"><span class="token plain"> worker_prefetch_multiplier </span><span class="token operator" style="color:#393A34">=</span><span class="token plain"> </span><span class="token number" style="color:#36acaa">10</span><span class="token plain"></span><br></span><span class="token-line" style="color:#393A34"><span class="token plain"> task_acks_late </span><span class="token operator" style="color:#393A34">=</span><span class="token plain"> </span><span class="token boolean" style="color:#36acaa">True</span><span class="token plain"></span><br></span><span class="token-line" style="color:#393A34"><span class="token plain"> task_annotations </span><span class="token operator" style="color:#393A34">=</span><span class="token plain"> </span><span class="token punctuation" style="color:#393A34">{</span><span class="token plain"></span><br></span><span class="token-line" style="color:#393A34"><span class="token plain"> </span><span class="token string" style="color:#e3116c">"sql_lab.get_sql_results"</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">"rate_limit"</span><span class="token punctuation" style="color:#393A34">:</span><span class="token plain"> </span><span class="token string" style="color:#e3116c">"100/s"</span><span class="token punctuation" style="color:#393A34">,</span><span class="token plain"></span><br></span><span class="token-line" style="color:#393A34"><span class="token plain"> </span><span class="token punctuation" style="color:#393A34">}</span><span class="token punctuation" style="color:#393A34">,</span><span class="token plain"></span><br></span><span class="token-line" style="color:#393A34"><span class="token plain"> </span><span class="token punctuation" style="color:#393A34">}</span><span class="token plain"></span><br></span><span class="token-line" style="color:#393A34"><span class="token plain"> beat_schedule </span><span class="token operator" style="color:#393A34">=</span><span class="token plain"> </span><span class="token punctuation" style="color:#393A34">{</span><span class="token plain"></span><br></span><span class="token-line" style="color:#393A34"><span class="token plain"> </span><span class="token string" style="color:#e3116c">"reports.scheduler"</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">"task"</span><span class="token punctuation" style="color:#393A34">:</span><span class="token plain"> </span><span class="token string" style="color:#e3116c">"reports.scheduler"</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">"schedule"</span><span class="token punctuation" style="color:#393A34">:</span><span class="token plain"> crontab</span><span class="token punctuation" style="color:#393A34">(</span><span class="token plain">minute</span><span class="token operator" style="color:#393A34">=</span><span class="token string" style="color:#e3116c">"*"</span><span class="token punctuation" style="color:#393A34">,</span><span class="token plain"> hour</span><span class="token operator" style="color:#393A34">=</span><span class="token string" style="color:#e3116c">"*"</span><span class="token punctuation" style="color:#393A34">)</span><span class="token punctuation" style="color:#393A34">,</span><span class="token plain"></span><br></span><span class="token-line" style="color:#393A34"><span class="token plain"> </span><span class="token punctuation" style="color:#393A34">}</span><span class="token punctuation" style="color:#393A34">,</span><span class="token plain"></span><br></span><span class="token-line" style="color:#393A34"><span class="token plain"> </span><span class="token string" style="color:#e3116c">"reports.prune_log"</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">"task"</span><span class="token punctuation" style="color:#393A34">:</span><span class="token plain"> </span><span class="token string" style="color:#e3116c">"reports.prune_log"</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">"schedule"</span><span class="token punctuation" style="color:#393A34">:</span><span class="token plain"> crontab</span><span class="token punctuation" style="color:#393A34">(</span><span class="token plain">minute</span><span class="token operator" style="color:#393A34">=</span><span class="token number" style="color:#36acaa">0</span><span class="token punctuation" style="color:#393A34">,</span><span class="token plain"> hour</span><span class="token operator" style="color:#393A34">=</span><span class="token number" style="color:#36acaa">0</span><span class="token punctuation" style="color:#393A34">)</span><span class="token punctuation" style="color:#393A34">,</span><span class="token plain"></span><br></span><span class="token-line" style="color:#393A34"><span class="token plain"> </span><span class="token punctuation" style="color:#393A34">}</span><span class="token punctuation" style="color:#393A34">,</span><span class="token plain"></span><br></span><span class="token-line" style="color:#393A34"><span class="token plain"> </span><span class="token punctuation" style="color:#393A34">}</span><span class="token plain"></span><br></span><span class="token-line" style="color:#393A34"><span class="token plain">CELERY_CONFIG </span><span class="token operator" style="color:#393A34">=</span><span class="token plain"> CeleryConfig</span><br></span><span class="token-line" style="color:#393A34"><span class="token plain" style="display:inline-block"></span><br></span><span class="token-line" style="color:#393A34"><span class="token plain">SCREENSHOT_LOCATE_WAIT </span><span class="token operator" style="color:#393A34">=</span><span class="token plain"> </span><span class="token number" style="color:#36acaa">100</span><span class="token plain"></span><br></span><span class="token-line" style="color:#393A34"><span class="token plain">SCREENSHOT_LOAD_WAIT </span><span class="token operator" style="color:#393A34">=</span><span class="token plain"> </span><span class="token number" style="color:#36acaa">600</span><span class="token plain"></span><br></span><span class="token-line" style="color:#393A34"><span class="token plain" style="display:inline-block"></span><br></span><span class="token-line" style="color:#393A34"><span class="token plain"></span><span class="token comment" style="color:#999988;font-style:italic"># Slack configuration</span><span class="token plain"></span><br></span><span class="token-line" style="color:#393A34"><span class="token plain">SLACK_API_TOKEN </span><span class="token operator" style="color:#393A34">=</span><span class="token plain"> </span><span class="token string" style="color:#e3116c">"xoxb-"</span><span class="token plain"></span><br></span><span class="token-line" style="color:#393A34"><span class="token plain" style="display:inline-block"></span><br></span><span class="token-line" style="color:#393A34"><span class="token plain"></span><span class="token comment" style="color:#999988;font-style:italic"># Email configuration</span><span class="token plain"></span><br></span><span class="token-line" style="color:#393A34"><span class="token plain">SMTP_HOST </span><span class="token operator" style="color:#393A34">=</span><span class="token plain"> </span><span class="token string" style="color:#e3116c">"smtp.sendgrid.net"</span><span class="token plain"> </span><span class="token comment" style="color:#999988;font-style:italic"># change to your host</span><span class="token plain"></span><br></span><span class="token-line" style="color:#393A34"><span class="token plain">SMTP_PORT </span><span class="token operator" style="color:#393A34">=</span><span class="token plain"> </span><span class="token number" style="color:#36acaa">2525</span><span class="token plain"> </span><span class="token comment" style="color:#999988;font-style:italic"># your port, e.g. 587</span><span class="token plain"></span><br></span><span class="token-line" style="color:#393A34"><span class="token plain">SMTP_STARTTLS </span><span class="token operator" style="color:#393A34">=</span><span class="token plain"> </span><span class="token boolean" style="color:#36acaa">True</span><span class="token plain"></span><br></span><span class="token-line" style="color:#393A34"><span class="token plain">SMTP_SSL_SERVER_AUTH </span><span class="token operator" style="color:#393A34">=</span><span class="token plain"> </span><span class="token boolean" style="color:#36acaa">True</span><span class="token plain"> </span><span class="token comment" style="color:#999988;font-style:italic"># If your using an SMTP server with a valid certificate</span><span class="token plain"></span><br></span><span class="token-line" style="color:#393A34"><span class="token plain">SMTP_SSL </span><span class="token operator" style="color:#393A34">=</span><span class="token plain"> </span><span class="token boolean" style="color:#36acaa">False</span><span class="token plain"></span><br></span><span class="token-line" style="color:#393A34"><span class="token plain">SMTP_USER </span><span class="token operator" style="color:#393A34">=</span><span class="token plain"> </span><span class="token string" style="color:#e3116c">"your_user"</span><span class="token plain"> </span><span class="token comment" style="color:#999988;font-style:italic"># use the empty string "" if using an unauthenticated SMTP server</span><span class="token plain"></span><br></span><span class="token-line" style="color:#393A34"><span class="token plain">SMTP_PASSWORD </span><span class="token operator" style="color:#393A34">=</span><span class="token plain"> </span><span class="token string" style="color:#e3116c">"your_password"</span><span class="token plain"> </span><span class="token comment" style="color:#999988;font-style:italic"># use the empty string "" if using an unauthenticated SMTP server</span><span class="token plain"></span><br></span><span class="token-line" style="color:#393A34"><span class="token plain">SMTP_MAIL_FROM </span><span class="token operator" style="color:#393A34">=</span><span class="token plain"> </span><span class="token string" style="color:#e3116c">"noreply@youremail.com"</span><span class="token plain"></span><br></span><span class="token-line" style="color:#393A34"><span class="token plain">EMAIL_REPORTS_SUBJECT_PREFIX </span><span class="token operator" style="color:#393A34">=</span><span class="token plain"> </span><span class="token string" style="color:#e3116c">"[Superset] "</span><span class="token plain"> </span><span class="token comment" style="color:#999988;font-style:italic"># optional - overwrites default value in config.py of "[Report] "</span><span class="token plain"></span><br></span><span class="token-line" style="color:#393A34"><span class="token plain" style="display:inline-block"></span><br></span><span class="token-line" style="color:#393A34"><span class="token plain"></span><span class="token comment" style="color:#999988;font-style:italic"># WebDriver configuration</span><span class="token plain"></span><br></span><span class="token-line" style="color:#393A34"><span class="token plain"></span><span class="token comment" style="color:#999988;font-style:italic"># If you use Firefox, you can stick with default values</span><span class="token plain"></span><br></span><span class="token-line" style="color:#393A34"><span class="token plain"></span><span class="token comment" style="color:#999988;font-style:italic"># If you use Chrome, then add the following WEBDRIVER_TYPE and WEBDRIVER_OPTION_ARGS</span><span class="token plain"></span><br></span><span class="token-line" style="color:#393A34"><span class="token plain">WEBDRIVER_TYPE </span><span class="token operator" style="color:#393A34">=</span><span class="token plain"> </span><span class="token string" style="color:#e3116c">"chrome"</span><span class="token plain"></span><br></span><span class="token-line" style="color:#393A34"><span class="token plain">WEBDRIVER_OPTION_ARGS </span><span class="token operator" style="color:#393A34">=</span><span class="token plain"> </span><span class="token punctuation" style="color:#393A34">[</span><span class="token plain"></span><br></span><span class="token-line" style="color:#393A34"><span class="token plain"> </span><span class="token string" style="color:#e3116c">"--force-device-scale-factor=2.0"</span><span class="token punctuation" style="color:#393A34">,</span><span class="token plain"></span><br></span><span class="token-line" style="color:#393A34"><span class="token plain"> </span><span class="token string" style="color:#e3116c">"--high-dpi-support=2.0"</span><span class="token punctuation" style="color:#393A34">,</span><span class="token plain"></span><br></span><span class="token-line" style="color:#393A34"><span class="token plain"> </span><span class="token string" style="color:#e3116c">"--headless"</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">"--disable-gpu"</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">"--disable-dev-shm-usage"</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">"--no-sandbox"</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">"--disable-setuid-sandbox"</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">"--disable-extensions"</span><span class="token punctuation" style="color:#393A34">,</span><span class="token plain"></span><br></span><span class="token-line" style="color:#393A34"><span class="token plain"></span><span class="token punctuation" style="color:#393A34">]</span><span class="token plain"></span><br></span><span class="token-line" style="color:#393A34"><span class="token plain" style="display:inline-block"></span><br></span><span class="token-line" style="color:#393A34"><span class="token plain"></span><span class="token comment" style="color:#999988;font-style:italic"># This is for internal use, you can keep http</span><span class="token plain"></span><br></span><span class="token-line" style="color:#393A34"><span class="token plain">WEBDRIVER_BASEURL </span><span class="token operator" style="color:#393A34">=</span><span class="token plain"> </span><span class="token string" style="color:#e3116c">"http://superset:8088"</span><span class="token plain"></span><br></span><span class="token-line" style="color:#393A34"><span class="token plain"></span><span class="token comment" style="color:#999988;font-style:italic"># This is the link sent to the recipient. Change to your domain, e.g. https://superset.mydomain.com</span><span class="token plain"></span><br></span><span class="token-line" style="color:#393A34"><span class="token plain">WEBDRIVER_BASEURL_USER_FRIENDLY </span><span class="token operator" style="color:#393A34">=</span><span class="token plain"> </span><span class="token string" style="color:#e3116c">"http://localhost:8088"</span><br></span></code></pre><div class="buttonGroup__atx"><button type="button" aria-label="Copy code to clipboard" title="Copy" class="clean-btn"><span class="copyButtonIcons_eSgA" aria-hidden="true"><svg viewBox="0 0 24 24" class="copyButtonIcon_y97N"><path fill="currentColor" d="M19,21H8V7H19M19,5H8A2,2 0 0,0 6,7V21A2,2 0 0,0 8,23H19A2,2 0 0,0 21,21V7A2,2 0 0,0 19,5M16,1H4A2,2 0 0,0 2,3V17H4V3H16V1Z"></path></svg><svg viewBox="0 0 24 24" class="copyButtonSuccessIcon_LjdS"><path fill="currentColor" d="M21,7L9,19L3.5,13.5L4.91,12.09L9,16.17L19.59,5.59L21,7Z"></path></svg></span></button></div></div></div><p>You also need
@@ -54,7 +54,7 @@
<img class="footer__divider" src="/img/community/line.png" alt="Divider">
<p>
<small>
- <a href="https://superset.apache.org/docs/security/" target="_blank" rel="noreferrer">Security</a> |
+ <a href="/docs/security/" target="_blank" rel="noreferrer">Security</a> |
<a href="https://www.apache.org/foundation/sponsorship.html" target="_blank" rel="noreferrer">Donate</a> |
<a href="https://www.apache.org/foundation/thanks.html" target="_blank" rel="noreferrer">Thanks</a> |
<a href="https://apache.org/events/current-event" target="_blank" rel="noreferrer">Events</a> |
@@ -64,7 +64,7 @@
<!-- 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.c16720db.js"></script>
-<script src="/assets/js/main.f3802c3e.js"></script>
+<script src="/assets/js/runtime~main.5d93ee42.js"></script>
+<script src="/assets/js/main.ce18e882.js"></script>
</body>
</html>
\ No newline at end of file
diff --git a/docs/installation/async-queries-celery/index.html b/docs/installation/async-queries-celery/index.html
index 5df59ba..75b39e6 100644
--- a/docs/installation/async-queries-celery/index.html
+++ b/docs/installation/async-queries-celery/index.html
@@ -18,8 +18,8 @@
<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.fb442465.css">
-<link rel="preload" href="/assets/js/runtime~main.c16720db.js" as="script">
-<link rel="preload" href="/assets/js/main.f3802c3e.js" as="script">
+<link rel="preload" href="/assets/js/runtime~main.5d93ee42.js" as="script">
+<link rel="preload" href="/assets/js/main.ce18e882.js" as="script">
</head>
<body class="navigation-with-keyboard">
<script>!function(){function t(t){document.documentElement.setAttribute("data-theme",t)}var e=function(){var t=null;try{t=new URLSearchParams(window.location.search).get("docusaurus-theme")}catch(t){}return t}()||function(){var t=null;try{t=localStorage.getItem("theme")}catch(t){}return t}();t(null!==e?e:"light")}()</script><div id="__docusaurus">
@@ -51,7 +51,7 @@
<img class="footer__divider" src="/img/community/line.png" alt="Divider">
<p>
<small>
- <a href="https://superset.apache.org/docs/security/" target="_blank" rel="noreferrer">Security</a> |
+ <a href="/docs/security/" target="_blank" rel="noreferrer">Security</a> |
<a href="https://www.apache.org/foundation/sponsorship.html" target="_blank" rel="noreferrer">Donate</a> |
<a href="https://www.apache.org/foundation/thanks.html" target="_blank" rel="noreferrer">Thanks</a> |
<a href="https://apache.org/events/current-event" target="_blank" rel="noreferrer">Events</a> |
@@ -61,7 +61,7 @@
<!-- 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.c16720db.js"></script>
-<script src="/assets/js/main.f3802c3e.js"></script>
+<script src="/assets/js/runtime~main.5d93ee42.js"></script>
+<script src="/assets/js/main.ce18e882.js"></script>
</body>
</html>
\ No newline at end of file
diff --git a/docs/installation/cache/index.html b/docs/installation/cache/index.html
index 2d392ed..6d3fe0d 100644
--- a/docs/installation/cache/index.html
+++ b/docs/installation/cache/index.html
@@ -18,8 +18,8 @@
<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.fb442465.css">
-<link rel="preload" href="/assets/js/runtime~main.c16720db.js" as="script">
-<link rel="preload" href="/assets/js/main.f3802c3e.js" as="script">
+<link rel="preload" href="/assets/js/runtime~main.5d93ee42.js" as="script">
+<link rel="preload" href="/assets/js/main.ce18e882.js" as="script">
</head>
<body class="navigation-with-keyboard">
<script>!function(){function t(t){document.documentElement.setAttribute("data-theme",t)}var e=function(){var t=null;try{t=new URLSearchParams(window.location.search).get("docusaurus-theme")}catch(t){}return t}()||function(){var t=null;try{t=localStorage.getItem("theme")}catch(t){}return t}();t(null!==e?e:"light")}()</script><div id="__docusaurus">
@@ -37,7 +37,7 @@
value defined in `DATA_CACHE_CONFIG.</p><p>Note, that by setting the cache timeout to <code>-1</code>, caching for charting data can be disabled, either
per chart, dataset or database, or by default if set in <code>DATA_CACHE_CONFIG</code>.</p><h3 class="anchor anchorWithStickyNavbar_LWe7" id="sql-lab-query-results">SQL Lab Query Results<a href="#sql-lab-query-results" class="hash-link" aria-label="Direct link to SQL Lab Query Results" title="Direct link to SQL Lab Query Results"></a></h3><p>Caching for SQL Lab query results is used when async queries are enabled and is configured using
<code>RESULTS_BACKEND</code>.</p><p>Note that this configuration does not use a flask-caching dictionary for its configuration, but
-instead requires a cachelib object.</p><p>See <a href="/docs/installation/async-queries-celery">Async Queries via Celery</a> for details.</p><h3 class="anchor anchorWithStickyNavbar_LWe7" id="caching-thumbnails">Caching Thumbnails<a href="#caching-thumbnails" class="hash-link" aria-label="Direct link to Caching Thumbnails" title="Direct link to Caching Thumbnails"></a></h3><p>This is an optional feature that can be turned on by activating it’s <a href="https://superset.apache.org/docs/installation/configuring-superset#feature-flags" target="_blank" rel="noopener noreferrer">feature flag</a> on config:</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">FEATURE_FLAGS = {</span><br></span><span class="token-line" style="color:#393A34"><span class="token plain"> "THUMBNAILS": True,</span><br></span><span class="token-line" style="color:#393A34"><span class="token plain"> "THUMBNAILS_SQLA_LISTENERS": True,</span><br></span><span class="token-line" style="color:#393A34"><span class="token plain">}</span><br></span></code></pre><div class="buttonGroup__atx"><button type="button" aria-label="Copy code to clipboard" title="Copy" class="clean-btn"><span class="copyButtonIcons_eSgA" aria-hidden="true"><svg viewBox="0 0 24 24" class="copyButtonIcon_y97N"><path fill="currentColor" d="M19,21H8V7H19M19,5H8A2,2 0 0,0 6,7V21A2,2 0 0,0 8,23H19A2,2 0 0,0 21,21V7A2,2 0 0,0 19,5M16,1H4A2,2 0 0,0 2,3V17H4V3H16V1Z"></path></svg><svg viewBox="0 0 24 24" class="copyButtonSuccessIcon_LjdS"><path fill="currentColor" d="M21,7L9,19L3.5,13.5L4.91,12.09L9,16.17L19.59,5.59L21,7Z"></path></svg></span></button></div></div></div><p>By default thumbnails are rendered per user, and will fall back to the Selenium user for anonymous users.
+instead requires a cachelib object.</p><p>See <a href="/docs/installation/async-queries-celery">Async Queries via Celery</a> for details.</p><h3 class="anchor anchorWithStickyNavbar_LWe7" id="caching-thumbnails">Caching Thumbnails<a href="#caching-thumbnails" class="hash-link" aria-label="Direct link to Caching Thumbnails" title="Direct link to Caching Thumbnails"></a></h3><p>This is an optional feature that can be turned on by activating it’s <a href="/docs/installation/configuring-superset#feature-flags">feature flag</a> on config:</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">FEATURE_FLAGS = {</span><br></span><span class="token-line" style="color:#393A34"><span class="token plain"> "THUMBNAILS": True,</span><br></span><span class="token-line" style="color:#393A34"><span class="token plain"> "THUMBNAILS_SQLA_LISTENERS": True,</span><br></span><span class="token-line" style="color:#393A34"><span class="token plain">}</span><br></span></code></pre><div class="buttonGroup__atx"><button type="button" aria-label="Copy code to clipboard" title="Copy" class="clean-btn"><span class="copyButtonIcons_eSgA" aria-hidden="true"><svg viewBox="0 0 24 24" class="copyButtonIcon_y97N"><path fill="currentColor" d="M19,21H8V7H19M19,5H8A2,2 0 0,0 6,7V21A2,2 0 0,0 8,23H19A2,2 0 0,0 21,21V7A2,2 0 0,0 19,5M16,1H4A2,2 0 0,0 2,3V17H4V3H16V1Z"></path></svg><svg viewBox="0 0 24 24" class="copyButtonSuccessIcon_LjdS"><path fill="currentColor" d="M21,7L9,19L3.5,13.5L4.91,12.09L9,16.17L19.59,5.59L21,7Z"></path></svg></span></button></div></div></div><p>By default thumbnails are rendered per user, and will fall back to the Selenium user for anonymous users.
To always render thumbnails as a fixed user (<code>admin</code> in this example), use the following configuration:</p><div class="language-python codeBlockContainer_Ckt0 theme-code-block" style="--prism-color:#393A34;--prism-background-color:#f6f8fa"><div class="codeBlockContent_biex"><pre tabindex="0" class="prism-code language-python codeBlock_bY9V thin-scrollbar"><code class="codeBlockLines_e6Vv"><span class="token-line" style="color:#393A34"><span class="token keyword" style="color:#00009f">from</span><span class="token plain"> superset</span><span class="token punctuation" style="color:#393A34">.</span><span class="token plain">tasks</span><span class="token punctuation" style="color:#393A34">.</span><span class="token plain">types </span><span class="token keyword" style="color:#00009f">import</span><span class="token plain"> ExecutorType</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">THUMBNAIL_SELENIUM_USER </span><span class="token operator" style="color:#393A34">=</span><span class="token plain"> </span><span class="token string" style="color:#e3116c">"admin"</span><span class="token plain"></span><br></span><span class="token-line" style="color:#393A34"><span class="token plain">THUMBNAIL_EXECUTE_AS </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">ExecutorType</span><span class="token punctuation" style="color:#393A34">.</span><span class="token plain">SELENIUM</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>For this feature you will need a cache system and celery workers. All thumbnails are stored on cache
and are processed asynchronously by the workers.</p><p>An example config where images are stored on S3 could be:</p><div class="language-python codeBlockContainer_Ckt0 theme-code-block" style="--prism-color:#393A34;--prism-background-color:#f6f8fa"><div class="codeBlockContent_biex"><pre tabindex="0" class="prism-code language-python codeBlock_bY9V thin-scrollbar"><code class="codeBlockLines_e6Vv"><span class="token-line" style="color:#393A34"><span class="token keyword" style="color:#00009f">from</span><span class="token plain"> flask </span><span class="token keyword" style="color:#00009f">import</span><span class="token plain"> Flask</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"> s3cache</span><span class="token punctuation" style="color:#393A34">.</span><span class="token plain">s3cache </span><span class="token keyword" style="color:#00009f">import</span><span class="token plain"> S3Cache</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 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" style="display:inline-block"></span><br></span><span class="token-line" style="color:#393A34"><span class="token plain"></span><span class="token keyword" style="color:#00009f">class</span><span class="token plain"> </span><span class="token class-name">CeleryConfig</span><span class="token punctuation" style="color:#393A34">(</span><span class="token builtin">object</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"> broker_url </span><span class="token operator" style="color:#393A34">=</span><span class="token plain"> </span><span class="token string" style="color:#e3116c">"redis://localhost:6379/0"</span><span class="token plain"></span><br></span><span class="token-line" style="color:#393A34"><span class="token plain"> imports </span><span class="token operator" style="color:#393A34">=</span><span class="token plain"> </span><span class="token punctuation" style="color:#393A34">(</span><span class="token plain"></span><br></span><span class="token-line" style="color:#393A34"><span class="token plain"> </span><span class="token string" style="color:#e3116c">"superset.sql_lab"</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">"superset.tasks.thumbnails"</span><span class="token punctuation" style="color:#393A34">,</span><span class="token plain"></span><br></span><span class="token-line" style="color:#393A34"><span class="token plain"> </span><span class="token punctuation" style="color:#393A34">)</span><span class="token plain"></span><br></span><span class="token-line" style="color:#393A34"><span class="token plain"> result_backend </span><span class="token operator" style="color:#393A34">=</span><span class="token plain"> </span><span class="token string" style="color:#e3116c">"redis://localhost:6379/0"</span><span class="token plain"></span><br></span><span class="token-line" style="color:#393A34"><span class="token plain"> worker_prefetch_multiplier </span><span class="token operator" style="color:#393A34">=</span><span class="token plain"> </span><span class="token number" style="color:#36acaa">10</span><span class="token plain"></span><br></span><span class="token-line" style="color:#393A34"><span class="token plain"> task_acks_late </span><span class="token operator" style="color:#393A34">=</span><span class="token plain"> </span><span class="token boolean" style="color:#36acaa">True</span><span class="token plain"></span><br></span><span class="token-line" style="color:#393A34"><span class="token plain" style="display:inline-block"></span><br></span><span class="token-line" style="color:#393A34"><span class="token plain" style="display:inline-block"></span><br></span><span class="token-line" style="color:#393A34"><span class="token plain">CELERY_CONFIG </span><span class="token operator" style="color:#393A34">=</span><span class="token plain"> CeleryConfig</span><br></span><span class="token-line" style="color:#393A34"><span class="token plain" style="display:inline-block"></span><br></span><span class="token-line" style="color:#393A34"><span class="token plain"></span><span class="token keyword" style="color:#00009f">def</span><span class="token plain"> </span><span class="token function" style="color:#d73a49">init_thumbnail_cache</span><span class="token punctuation" style="color:#393A34">(</span><span class="token plain">app</span><span class="token punctuation" style="color:#393A34">:</span><span class="token plain"> Flask</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">></span><span class="token plain"> S3Cache</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"> S3Cache</span><span class="token punctuation" style="color:#393A34">(</span><span class="token string" style="color:#e3116c">"bucket_name"</span><span class="token punctuation" style="color:#393A34">,</span><span class="token plain"> </span><span class="token string" style="color:#e3116c">'thumbs_cache/'</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" style="display:inline-block"></span><br></span><span class="token-line" style="color:#393A34"><span class="token plain">THUMBNAIL_CACHE_CONFIG </span><span class="token operator" style="color:#393A34">=</span><span class="token plain"> init_thumbnail_cache</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"># Async selenium thumbnail task will use the following user</span><span class="token plain"></span><br></span><span class="token-line" style="color:#393A34"><span class="token plain">THUMBNAIL_SELENIUM_USER </span><span class="token operator" style="color:#393A34">=</span><span class="token plain"> </span><span class="token string" style="color:#e3116c">"Admin"</span><br></span></code></pre><div class="buttonGroup__atx"><button type="button" aria-label="Copy code to clipboard" title="Copy" class="clean-btn"><span class="copyButtonIcons_eSgA" aria-hidden="true"><svg viewBox="0 0 24 24" class="copyButtonIcon_y97N"><path fill="currentColor" d="M19,21H8V7H19M19,5H8A2,2 0 0,0 6,7V21A2,2 0 0,0 8,23H19A2,2 0 0,0 21,21V7A2,2 0 0,0 19,5M16,1H4A2,2 0 0,0 2,3V17H4V3H16V1Z"></path></svg><svg viewBox="0 0 24 24" class="copyButtonSuccessIcon_LjdS"><path fill="currentColor" d="M21,7L9,19L3.5,13.5L4.91,12.09L9,16.17L19.59,5.59L21,7Z"></path></svg></span></button></div></div></div><p>Using the above example cache keys for dashboards will be <code>superset_thumb__dashboard__{ID}</code>. You can
override the base URL for selenium using:</p><div class="codeBlockContainer_Ckt0 theme-code-block" style="--prism-color:#393A34;--prism-background-color:#f6f8fa"><div class="codeBlockContent_biex"><pre tabindex="0" class="prism-code language-text codeBlock_bY9V thin-scrollbar"><code class="codeBlockLines_e6Vv"><span class="token-line" style="color:#393A34"><span class="token plain">WEBDRIVER_BASEURL = "https://superset.company.com"</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>Additional selenium web drive configuration can be set using <code>WEBDRIVER_CONFIGURATION</code>. You can
@@ -54,7 +54,7 @@
<img class="footer__divider" src="/img/community/line.png" alt="Divider">
<p>
<small>
- <a href="https://superset.apache.org/docs/security/" target="_blank" rel="noreferrer">Security</a> |
+ <a href="/docs/security/" target="_blank" rel="noreferrer">Security</a> |
<a href="https://www.apache.org/foundation/sponsorship.html" target="_blank" rel="noreferrer">Donate</a> |
<a href="https://www.apache.org/foundation/thanks.html" target="_blank" rel="noreferrer">Thanks</a> |
<a href="https://apache.org/events/current-event" target="_blank" rel="noreferrer">Events</a> |
@@ -64,7 +64,7 @@
<!-- 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.c16720db.js"></script>
-<script src="/assets/js/main.f3802c3e.js"></script>
+<script src="/assets/js/runtime~main.5d93ee42.js"></script>
+<script src="/assets/js/main.ce18e882.js"></script>
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diff --git a/docs/installation/configuring-superset/index.html b/docs/installation/configuring-superset/index.html
index cafa52b..d5ebcb0 100644
--- a/docs/installation/configuring-superset/index.html
+++ b/docs/installation/configuring-superset/index.html
@@ -18,8 +18,8 @@
<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.fb442465.css">
-<link rel="preload" href="/assets/js/runtime~main.c16720db.js" as="script">
-<link rel="preload" href="/assets/js/main.f3802c3e.js" as="script">
+<link rel="preload" href="/assets/js/runtime~main.5d93ee42.js" as="script">
+<link rel="preload" href="/assets/js/main.ce18e882.js" as="script">
</head>
<body class="navigation-with-keyboard">
<script>!function(){function t(t){document.documentElement.setAttribute("data-theme",t)}var e=function(){var t=null;try{t=new URLSearchParams(window.location.search).get("docusaurus-theme")}catch(t){}return t}()||function(){var t=null;try{t=localStorage.getItem("theme")}catch(t){}return t}();t(null!==e?e:"light")}()</script><div id="__docusaurus">
@@ -88,7 +88,7 @@
<img class="footer__divider" src="/img/community/line.png" alt="Divider">
<p>
<small>
- <a href="https://superset.apache.org/docs/security/" target="_blank" rel="noreferrer">Security</a> |
+ <a href="/docs/security/" target="_blank" rel="noreferrer">Security</a> |
<a href="https://www.apache.org/foundation/sponsorship.html" target="_blank" rel="noreferrer">Donate</a> |
<a href="https://www.apache.org/foundation/thanks.html" target="_blank" rel="noreferrer">Thanks</a> |
<a href="https://apache.org/events/current-event" target="_blank" rel="noreferrer">Events</a> |
@@ -98,7 +98,7 @@
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</div></div></div></footer></div>
-<script src="/assets/js/runtime~main.c16720db.js"></script>
-<script src="/assets/js/main.f3802c3e.js"></script>
+<script src="/assets/js/runtime~main.5d93ee42.js"></script>
+<script src="/assets/js/main.ce18e882.js"></script>
</body>
</html>
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diff --git a/docs/installation/event-logging/index.html b/docs/installation/event-logging/index.html
index 0acb6ba..621094f 100644
--- a/docs/installation/event-logging/index.html
+++ b/docs/installation/event-logging/index.html
@@ -18,8 +18,8 @@
<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.fb442465.css">
-<link rel="preload" href="/assets/js/runtime~main.c16720db.js" as="script">
-<link rel="preload" href="/assets/js/main.f3802c3e.js" as="script">
+<link rel="preload" href="/assets/js/runtime~main.5d93ee42.js" as="script">
+<link rel="preload" href="/assets/js/main.ce18e882.js" as="script">
</head>
<body class="navigation-with-keyboard">
<script>!function(){function t(t){document.documentElement.setAttribute("data-theme",t)}var e=function(){var t=null;try{t=new URLSearchParams(window.location.search).get("docusaurus-theme")}catch(t){}return t}()||function(){var t=null;try{t=localStorage.getItem("theme")}catch(t){}return t}();t(null!==e?e:"light")}()</script><div id="__docusaurus">
@@ -41,7 +41,7 @@
<img class="footer__divider" src="/img/community/line.png" alt="Divider">
<p>
<small>
- <a href="https://superset.apache.org/docs/security/" target="_blank" rel="noreferrer">Security</a> |
+ <a href="/docs/security/" target="_blank" rel="noreferrer">Security</a> |
<a href="https://www.apache.org/foundation/sponsorship.html" target="_blank" rel="noreferrer">Donate</a> |
<a href="https://www.apache.org/foundation/thanks.html" target="_blank" rel="noreferrer">Thanks</a> |
<a href="https://apache.org/events/current-event" target="_blank" rel="noreferrer">Events</a> |
@@ -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.c16720db.js"></script>
-<script src="/assets/js/main.f3802c3e.js"></script>
+<script src="/assets/js/runtime~main.5d93ee42.js"></script>
+<script src="/assets/js/main.ce18e882.js"></script>
</body>
</html>
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diff --git a/docs/installation/installing-superset-from-scratch/index.html b/docs/installation/installing-superset-from-scratch/index.html
index 870b4b9..5449037 100644
--- a/docs/installation/installing-superset-from-scratch/index.html
+++ b/docs/installation/installing-superset-from-scratch/index.html
@@ -18,8 +18,8 @@
<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.fb442465.css">
-<link rel="preload" href="/assets/js/runtime~main.c16720db.js" as="script">
-<link rel="preload" href="/assets/js/main.f3802c3e.js" as="script">
+<link rel="preload" href="/assets/js/runtime~main.5d93ee42.js" as="script">
+<link rel="preload" href="/assets/js/main.ce18e882.js" as="script">
</head>
<body class="navigation-with-keyboard">
<script>!function(){function t(t){document.documentElement.setAttribute("data-theme",t)}var e=function(){var t=null;try{t=new URLSearchParams(window.location.search).get("docusaurus-theme")}catch(t){}return t}()||function(){var t=null;try{t=localStorage.getItem("theme")}catch(t){}return t}();t(null!==e?e:"light")}()</script><div id="__docusaurus">
@@ -28,10 +28,10 @@
level dependencies.</p><p><strong>Debian and Ubuntu</strong></p><p>The following command will ensure that the required dependencies are installed:</p><div class="codeBlockContainer_Ckt0 theme-code-block" style="--prism-color:#393A34;--prism-background-color:#f6f8fa"><div class="codeBlockContent_biex"><pre tabindex="0" class="prism-code language-text codeBlock_bY9V thin-scrollbar"><code class="codeBlockLines_e6Vv"><span class="token-line" style="color:#393A34"><span class="token plain">sudo apt-get install build-essential libssl-dev libffi-dev python-dev python-pip libsasl2-dev libldap2-dev default-libmysqlclient-dev</span><br></span></code></pre><div class="buttonGroup__atx"><button type="button" aria-label="Copy code to clipboard" title="Copy" class="clean-btn"><span class="copyButtonIcons_eSgA" aria-hidden="true"><svg viewBox="0 0 24 24" class="copyButtonIcon_y97N"><path fill="currentColor" d="M19,21H8V7H19M19,5H8A2,2 0 0,0 6,7V21A2,2 0 0,0 8,23H19A2,2 0 0,0 21,21V7A2,2 0 0,0 19,5M16,1H4A2,2 0 0,0 2,3V17H4V3H16V1Z"></path></svg><svg viewBox="0 0 24 24" class="copyButtonSuccessIcon_LjdS"><path fill="currentColor" d="M21,7L9,19L3.5,13.5L4.91,12.09L9,16.17L19.59,5.59L21,7Z"></path></svg></span></button></div></div></div><p>In Ubuntu 20.04 the following command will ensure that the required dependencies are installed:</p><div class="codeBlockContainer_Ckt0 theme-code-block" style="--prism-color:#393A34;--prism-background-color:#f6f8fa"><div class="codeBlockContent_biex"><pre tabindex="0" class="prism-code language-text codeBlock_bY9V thin-scrollbar"><code class="codeBlockLines_e6Vv"><span class="token-line" style="color:#393A34"><span class="token plain">sudo apt-get install build-essential libssl-dev libffi-dev python3-dev python3-pip libsasl2-dev libldap2-dev default-libmysqlclient-dev</span><br></span></code></pre><div class="buttonGroup__atx"><button type="button" aria-label="Copy code to clipboard" title="Copy" class="clean-btn"><span class="copyButtonIcons_eSgA" aria-hidden="true"><svg viewBox="0 0 24 24" class="copyButtonIcon_y97N"><path fill="currentColor" d="M19,21H8V7H19M19,5H8A2,2 0 0,0 6,7V21A2,2 0 0,0 8,23H19A2,2 0 0,0 21,21V7A2,2 0 0,0 19,5M16,1H4A2,2 0 0,0 2,3V17H4V3H16V1Z"></path></svg><svg viewBox="0 0 24 24" class="copyButtonSuccessIcon_LjdS"><path fill="currentColor" d="M21,7L9,19L3.5,13.5L4.91,12.09L9,16.17L19.59,5.59L21,7Z"></path></svg></span></button></div></div></div><p><strong>Fedora and RHEL-derivative Linux distributions</strong></p><p>Install the following packages using the <code>yum</code> package manager:</p><div class="codeBlockContainer_Ckt0 theme-code-block" style="--prism-color:#393A34;--prism-background-color:#f6f8fa"><div class="codeBlockContent_biex"><pre tabindex="0" class="prism-code language-text codeBlock_bY9V thin-scrollbar"><code class="codeBlockLines_e6Vv"><span class="token-line" style="color:#393A34"><span class="token plain">sudo yum install gcc gcc-c++ libffi-devel python-devel python-pip python-wheel openssl-devel cyrus-sasl-devel openldap-devel</span><br></span></code></pre><div class="buttonGroup__atx"><button type="button" aria-label="Copy code to clipboard" title="Copy" class="clean-btn"><span class="copyButtonIcons_eSgA" aria-hidden="true"><svg viewBox="0 0 24 24" class="copyButtonIcon_y97N"><path fill="currentColor" d="M19,21H8V7H19M19,5H8A2,2 0 0,0 6,7V21A2,2 0 0,0 8,23H19A2,2 0 0,0 21,21V7A2,2 0 0,0 19,5M16,1H4A2,2 0 0,0 2,3V17H4V3H16V1Z"></path></svg><svg viewBox="0 0 24 24" class="copyButtonSuccessIcon_LjdS"><path fill="currentColor" d="M21,7L9,19L3.5,13.5L4.91,12.09L9,16.17L19.59,5.59L21,7Z"></path></svg></span></button></div></div></div><p>In more recent versions of CentOS and Fedora, you may need to install a slightly different set of packages using <code>dnf</code>:</p><div class="codeBlockContainer_Ckt0 theme-code-block" style="--prism-color:#393A34;--prism-background-color:#f6f8fa"><div class="codeBlockContent_biex"><pre tabindex="0" class="prism-code language-text codeBlock_bY9V thin-scrollbar"><code class="codeBlockLines_e6Vv"><span class="token-line" style="color:#393A34"><span class="token plain">sudo dnf install gcc gcc-c++ libffi-devel python3-devel python3-pip python3-wheel openssl-devel cyrus-sasl-devel openldap-devel</span><br></span></code></pre><div class="buttonGroup__atx"><button type="button" aria-label="Copy code to clipboard" title="Copy" class="clean-btn"><span class="copyButtonIcons_eSgA" aria-hidden="true"><svg viewBox="0 0 24 24" class="copyButtonIcon_y97N"><path fill="currentColor" d="M19,21H8V7H19M19,5H8A2,2 0 0,0 6,7V21A2,2 0 0,0 8,23H19A2,2 0 0,0 21,21V7A2,2 0 0,0 19,5M16,1H4A2,2 0 0,0 2,3V17H4V3H16V1Z"></path></svg><svg viewBox="0 0 24 24" class="copyButtonSuccessIcon_LjdS"><path fill="currentColor" d="M21,7L9,19L3.5,13.5L4.91,12.09L9,16.17L19.59,5.59L21,7Z"></path></svg></span></button></div></div></div><p>Also, on CentOS, you may need to upgrade pip for the install to work:</p><div class="codeBlockContainer_Ckt0 theme-code-block" style="--prism-color:#393A34;--prism-background-color:#f6f8fa"><div class="codeBlockContent_biex"><pre tabindex="0" class="prism-code language-text codeBlock_bY9V thin-scrollbar"><code class="codeBlockLines_e6Vv"><span class="token-line" style="color:#393A34"><span class="token plain">pip3 install --upgrade pip</span><br></span></code></pre><div class="buttonGroup__atx"><button type="button" aria-label="Copy code to clipboard" title="Copy" class="clean-btn"><span class="copyButtonIcons_eSgA" aria-hidden="true"><svg viewBox="0 0 24 24" class="copyButtonIcon_y97N"><path fill="currentColor" d="M19,21H8V7H19M19,5H8A2,2 0 0,0 6,7V21A2,2 0 0,0 8,23H19A2,2 0 0,0 21,21V7A2,2 0 0,0 19,5M16,1H4A2,2 0 0,0 2,3V17H4V3H16V1Z"></path></svg><svg viewBox="0 0 24 24" class="copyButtonSuccessIcon_LjdS"><path fill="currentColor" d="M21,7L9,19L3.5,13.5L4.91,12.09L9,16.17L19.59,5.59L21,7Z"></path></svg></span></button></div></div></div><p><strong>Mac OS X</strong></p><p>If you're not on the latest version of OS X, we recommend upgrading because we've found that many
issues people have run into are linked to older versions of Mac OS X. After updating, install the
latest version of XCode command line tools:</p><div class="codeBlockContainer_Ckt0 theme-code-block" style="--prism-color:#393A34;--prism-background-color:#f6f8fa"><div class="codeBlockContent_biex"><pre tabindex="0" class="prism-code language-text codeBlock_bY9V thin-scrollbar"><code class="codeBlockLines_e6Vv"><span class="token-line" style="color:#393A34"><span class="token plain">xcode-select --install</span><br></span></code></pre><div class="buttonGroup__atx"><button type="button" aria-label="Copy code to clipboard" title="Copy" class="clean-btn"><span class="copyButtonIcons_eSgA" aria-hidden="true"><svg viewBox="0 0 24 24" class="copyButtonIcon_y97N"><path fill="currentColor" d="M19,21H8V7H19M19,5H8A2,2 0 0,0 6,7V21A2,2 0 0,0 8,23H19A2,2 0 0,0 21,21V7A2,2 0 0,0 19,5M16,1H4A2,2 0 0,0 2,3V17H4V3H16V1Z"></path></svg><svg viewBox="0 0 24 24" class="copyButtonSuccessIcon_LjdS"><path fill="currentColor" d="M21,7L9,19L3.5,13.5L4.91,12.09L9,16.17L19.59,5.59L21,7Z"></path></svg></span></button></div></div></div><p>We don't recommend using the system installed Python. Instead, first install the
-<a href="https://brew.sh/" target="_blank" rel="noopener noreferrer">homebrew</a> manager and then run the following commands:</p><div class="codeBlockContainer_Ckt0 theme-code-block" style="--prism-color:#393A34;--prism-background-color:#f6f8fa"><div class="codeBlockContent_biex"><pre tabindex="0" class="prism-code language-text codeBlock_bY9V thin-scrollbar"><code class="codeBlockLines_e6Vv"><span class="token-line" style="color:#393A34"><span class="token plain">brew install readline pkg-config libffi openssl mysql postgresql@14</span><br></span></code></pre><div class="buttonGroup__atx"><button type="button" aria-label="Copy code to clipboard" title="Copy" class="clean-btn"><span class="copyButtonIcons_eSgA" aria-hidden="true"><svg viewBox="0 0 24 24" class="copyButtonIcon_y97N"><path fill="currentColor" d="M19,21H8V7H19M19,5H8A2,2 0 0,0 6,7V21A2,2 0 0,0 8,23H19A2,2 0 0,0 21,21V7A2,2 0 0,0 19,5M16,1H4A2,2 0 0,0 2,3V17H4V3H16V1Z"></path></svg><svg viewBox="0 0 24 24" class="copyButtonSuccessIcon_LjdS"><path fill="currentColor" d="M21,7L9,19L3.5,13.5L4.91,12.09L9,16.17L19.59,5.59L21,7Z"></path></svg></span></button></div></div></div><p>You should install a recent version of Python. Refer to the (setup.py file)<!-- -->[https://github.com/apache/superset/blob/master/setup.py]<!-- --> for a list of Python versions officially supported by Superset. We'd recommend using a Python version manager like <a href="https://github.com/pyenv/pyenv" target="_blank" rel="noopener noreferrer">pyenv</a> (and also <a href="https://github.com/pyenv/pyenv-virtualenv" target="_blank" rel="noopener noreferrer">pyenv-virtualenv</a>).</p><div class="theme-admonition theme-admonition-tip alert alert--success admonition_LlT9"><div class="admonitionHeading_tbUL"><span class="admonitionIcon_kALy"><svg viewBox="0 0 12 16"><path fill-rule="evenodd" d="M6.5 0C3.48 0 1 2.19 1 5c0 .92.55 2.25 1 3 1.34 2.25 1.78 2.78 2 4v1h5v-1c.22-1.22.66-1.75 2-4 .45-.75 1-2.08 1-3 0-2.81-2.48-5-5.5-5zm3.64 7.48c-.25.44-.47.8-.67 1.11-.86 1.41-1.25 2.06-1.45 3.23-.02.05-.02.11-.02.17H5c0-.06 0-.13-.02-.17-.2-1.17-.59-1.83-1.45-3.23-.2-.31-.42-.67-.67-1.11C2.44 6.78 2 5.65 2 5c0-2.2 2.02-4 4.5-4 1.22 0 2.36.42 3.22 1.19C10.55 2.94 11 3.94 11 5c0 .66-.44 1.78-.86 2.48zM4 14h5c-.23 1.14-1.3 2-2.5 2s-2.27-.86-2.5-2z"></path></svg></span>tip</div><div class="admonitionContent_S0QG"><p>To identify the Python version used by the official docker image, see the <a href="https://github.com/apache/superset/blob/master/Dockerfile" target="_blank" rel="noopener noreferrer">Dockerfile</a>. Additional docker images published for newer versions of Python can be found in <a href="https://github.com/apache/superset/blob/master/.github/workflows/docker_build_push.sh" target="_blank" rel="noopener noreferrer">this file</a>.</p></div></div><p>Let's also make sure we have the latest version of <code>pip</code> and <code>setuptools</code>:</p><div class="codeBlockContainer_Ckt0 theme-code-block" style="--prism-color:#393A34;--prism-background-color:#f6f8fa"><div class="codeBlockContent_biex"><pre tabindex="0" class="prism-code language-text codeBlock_bY9V thin-scrollbar"><code class="codeBlockLines_e6Vv"><span class="token-line" style="color:#393A34"><span class="token plain">pip install --upgrade setuptools pip</span><br></span></code></pre><div class="buttonGroup__atx"><button type="button" aria-label="Copy code to clipboard" title="Copy" class="clean-btn"><span class="copyButtonIcons_eSgA" aria-hidden="true"><svg viewBox="0 0 24 24" class="copyButtonIcon_y97N"><path fill="currentColor" d="M19,21H8V7H19M19,5H8A2,2 0 0,0 6,7V21A2,2 0 0,0 8,23H19A2,2 0 0,0 21,21V7A2,2 0 0,0 19,5M16,1H4A2,2 0 0,0 2,3V17H4V3H16V1Z"></path></svg><svg viewBox="0 0 24 24" class="copyButtonSuccessIcon_LjdS"><path fill="currentColor" d="M21,7L9,19L3.5,13.5L4.91,12.09L9,16.17L19.59,5.59L21,7Z"></path></svg></span></button></div></div></div><p>Lastly, you may need to set LDFLAGS and CFLAGS for certain Python packages to properly build. You can export these variables with:</p><div class="codeBlockContainer_Ckt0 theme-code-block" style="--prism-color:#393A34;--prism-background-color:#f6f8fa"><div class="codeBlockContent_biex"><pre tabindex="0" class="prism-code language-text codeBlock_bY9V thin-scrollbar"><code class="codeBlockLines_e6Vv"><span class="token-line" style="color:#393A34"><span class="token plain">export LDFLAGS="-L$(brew --prefix openssl)/lib"</span><br></span><span class="token-line" style="color:#393A34"><span class="token plain">export CFLAGS="-I$(brew --prefix openssl)/include"</span><br></span></code></pre><div class="buttonGroup__atx"><button type="button" aria-label="Copy code to clipboard" title="Copy" class="clean-btn"><span class="copyButtonIcons_eSgA" aria-hidden="true"><svg viewBox="0 0 24 24" class="copyButtonIcon_y97N"><path fill="currentColor" d="M19,21H8V7H19M19,5H8A2,2 0 0,0 6,7V21A2,2 0 0,0 8,23H19A2,2 0 0,0 21,21V7A2,2 0 0,0 19,5M16,1H4A2,2 0 0,0 2,3V17H4V3H16V1Z"></path></svg><svg viewBox="0 0 24 24" class="copyButtonSuccessIcon_LjdS"><path fill="currentColor" d="M21,7L9,19L3.5,13.5L4.91,12.09L9,16.17L19.59,5.59L21,7Z"></path></svg></span></button></div></div></div><p>These will now be available when pip installing requirements.</p><h3 class="anchor anchorWithStickyNavbar_LWe7" id="python-virtual-environment">Python Virtual Environment<a href="#python-virtual-environment" class="hash-link" aria-label="Direct link to Python Virtual Environment" title="Direct link to Python Virtual Environment"></a></h3><p>We highly recommend installing Superset inside of a virtual environment. Python ships with
+<a href="https://brew.sh/" target="_blank" rel="noopener noreferrer">homebrew</a> manager and then run the following commands:</p><div class="codeBlockContainer_Ckt0 theme-code-block" style="--prism-color:#393A34;--prism-background-color:#f6f8fa"><div class="codeBlockContent_biex"><pre tabindex="0" class="prism-code language-text codeBlock_bY9V thin-scrollbar"><code class="codeBlockLines_e6Vv"><span class="token-line" style="color:#393A34"><span class="token plain">brew install readline pkg-config libffi openssl mysql postgresql@14</span><br></span></code></pre><div class="buttonGroup__atx"><button type="button" aria-label="Copy code to clipboard" title="Copy" class="clean-btn"><span class="copyButtonIcons_eSgA" aria-hidden="true"><svg viewBox="0 0 24 24" class="copyButtonIcon_y97N"><path fill="currentColor" d="M19,21H8V7H19M19,5H8A2,2 0 0,0 6,7V21A2,2 0 0,0 8,23H19A2,2 0 0,0 21,21V7A2,2 0 0,0 19,5M16,1H4A2,2 0 0,0 2,3V17H4V3H16V1Z"></path></svg><svg viewBox="0 0 24 24" class="copyButtonSuccessIcon_LjdS"><path fill="currentColor" d="M21,7L9,19L3.5,13.5L4.91,12.09L9,16.17L19.59,5.59L21,7Z"></path></svg></span></button></div></div></div><p>You should install a recent version of Python. Refer to the <a href="https://github.com/apache/superset/blob/master/setup.py" target="_blank" rel="noopener noreferrer">setup.py</a> file for a list of Python versions officially supported by Superset. We'd recommend using a Python version manager like <a href="https://github.com/pyenv/pyenv" target="_blank" rel="noopener noreferrer">pyenv</a> (and also <a href="https://github.com/pyenv/pyenv-virtualenv" target="_blank" rel="noopener noreferrer">pyenv-virtualenv</a>).</p><div class="theme-admonition theme-admonition-tip alert alert--success admonition_LlT9"><div class="admonitionHeading_tbUL"><span class="admonitionIcon_kALy"><svg viewBox="0 0 12 16"><path fill-rule="evenodd" d="M6.5 0C3.48 0 1 2.19 1 5c0 .92.55 2.25 1 3 1.34 2.25 1.78 2.78 2 4v1h5v-1c.22-1.22.66-1.75 2-4 .45-.75 1-2.08 1-3 0-2.81-2.48-5-5.5-5zm3.64 7.48c-.25.44-.47.8-.67 1.11-.86 1.41-1.25 2.06-1.45 3.23-.02.05-.02.11-.02.17H5c0-.06 0-.13-.02-.17-.2-1.17-.59-1.83-1.45-3.23-.2-.31-.42-.67-.67-1.11C2.44 6.78 2 5.65 2 5c0-2.2 2.02-4 4.5-4 1.22 0 2.36.42 3.22 1.19C10.55 2.94 11 3.94 11 5c0 .66-.44 1.78-.86 2.48zM4 14h5c-.23 1.14-1.3 2-2.5 2s-2.27-.86-2.5-2z"></path></svg></span>tip</div><div class="admonitionContent_S0QG"><p>To identify the Python version used by the official docker image, see the <a href="https://github.com/apache/superset/blob/master/Dockerfile" target="_blank" rel="noopener noreferrer">Dockerfile</a>. Additional docker images published for newer versions of Python can be found in <a href="https://github.com/apache/superset/blob/master/scripts/docker_build_push.sh" target="_blank" rel="noopener noreferrer">this file</a>.</p></div></div><p>Let's also make sure we have the latest version of <code>pip</code> and <code>setuptools</code>:</p><div class="codeBlockContainer_Ckt0 theme-code-block" style="--prism-color:#393A34;--prism-background-color:#f6f8fa"><div class="codeBlockContent_biex"><pre tabindex="0" class="prism-code language-text codeBlock_bY9V thin-scrollbar"><code class="codeBlockLines_e6Vv"><span class="token-line" style="color:#393A34"><span class="token plain">pip install --upgrade setuptools pip</span><br></span></code></pre><div class="buttonGroup__atx"><button type="button" aria-label="Copy code to clipboard" title="Copy" class="clean-btn"><span class="copyButtonIcons_eSgA" aria-hidden="true"><svg viewBox="0 0 24 24" class="copyButtonIcon_y97N"><path fill="currentColor" d="M19,21H8V7H19M19,5H8A2,2 0 0,0 6,7V21A2,2 0 0,0 8,23H19A2,2 0 0,0 21,21V7A2,2 0 0,0 19,5M16,1H4A2,2 0 0,0 2,3V17H4V3H16V1Z"></path></svg><svg viewBox="0 0 24 24" class="copyButtonSuccessIcon_LjdS"><path fill="currentColor" d="M21,7L9,19L3.5,13.5L4.91,12.09L9,16.17L19.59,5.59L21,7Z"></path></svg></span></button></div></div></div><p>Lastly, you may need to set LDFLAGS and CFLAGS for certain Python packages to properly build. You can export these variables with:</p><div class="codeBlockContainer_Ckt0 theme-code-block" style="--prism-color:#393A34;--prism-background-color:#f6f8fa"><div class="codeBlockContent_biex"><pre tabindex="0" class="prism-code language-text codeBlock_bY9V thin-scrollbar"><code class="codeBlockLines_e6Vv"><span class="token-line" style="color:#393A34"><span class="token plain">export LDFLAGS="-L$(brew --prefix openssl)/lib"</span><br></span><span class="token-line" style="color:#393A34"><span class="token plain">export CFLAGS="-I$(brew --prefix openssl)/include"</span><br></span></code></pre><div class="buttonGroup__atx"><button type="button" aria-label="Copy code to clipboard" title="Copy" class="clean-btn"><span class="copyButtonIcons_eSgA" aria-hidden="true"><svg viewBox="0 0 24 24" class="copyButtonIcon_y97N"><path fill="currentColor" d="M19,21H8V7H19M19,5H8A2,2 0 0,0 6,7V21A2,2 0 0,0 8,23H19A2,2 0 0,0 21,21V7A2,2 0 0,0 19,5M16,1H4A2,2 0 0,0 2,3V17H4V3H16V1Z"></path></svg><svg viewBox="0 0 24 24" class="copyButtonSuccessIcon_LjdS"><path fill="currentColor" d="M21,7L9,19L3.5,13.5L4.91,12.09L9,16.17L19.59,5.59L21,7Z"></path></svg></span></button></div></div></div><p>These will now be available when pip installing requirements.</p><h3 class="anchor anchorWithStickyNavbar_LWe7" id="python-virtual-environment">Python Virtual Environment<a href="#python-virtual-environment" class="hash-link" aria-label="Direct link to Python Virtual Environment" title="Direct link to Python Virtual Environment"></a></h3><p>We highly recommend installing Superset inside of a virtual environment. Python ships with
<code>virtualenv</code> out of the box. If you're using <a href="https://github.com/pyenv/pyenv" target="_blank" rel="noopener noreferrer">pyenv</a>, you can install <a href="https://github.com/pyenv/pyenv-virtualenv" target="_blank" rel="noopener noreferrer">pyenv-virtualenv</a>. Or you can install it with <code>pip</code>:</p><div class="codeBlockContainer_Ckt0 theme-code-block" style="--prism-color:#393A34;--prism-background-color:#f6f8fa"><div class="codeBlockContent_biex"><pre tabindex="0" class="prism-code language-text codeBlock_bY9V thin-scrollbar"><code class="codeBlockLines_e6Vv"><span class="token-line" style="color:#393A34"><span class="token plain">pip install virtualenv</span><br></span></code></pre><div class="buttonGroup__atx"><button type="button" aria-label="Copy code to clipboard" title="Copy" class="clean-btn"><span class="copyButtonIcons_eSgA" aria-hidden="true"><svg viewBox="0 0 24 24" class="copyButtonIcon_y97N"><path fill="currentColor" d="M19,21H8V7H19M19,5H8A2,2 0 0,0 6,7V21A2,2 0 0,0 8,23H19A2,2 0 0,0 21,21V7A2,2 0 0,0 19,5M16,1H4A2,2 0 0,0 2,3V17H4V3H16V1Z"></path></svg><svg viewBox="0 0 24 24" class="copyButtonSuccessIcon_LjdS"><path fill="currentColor" d="M21,7L9,19L3.5,13.5L4.91,12.09L9,16.17L19.59,5.59L21,7Z"></path></svg></span></button></div></div></div><p>You can create and activate a virtual environment using:</p><div class="codeBlockContainer_Ckt0 theme-code-block" style="--prism-color:#393A34;--prism-background-color:#f6f8fa"><div class="codeBlockContent_biex"><pre tabindex="0" class="prism-code language-text codeBlock_bY9V thin-scrollbar"><code class="codeBlockLines_e6Vv"><span class="token-line" style="color:#393A34"><span class="token plain"># virtualenv is shipped in Python 3.6+ as venv instead of pyvenv.</span><br></span><span class="token-line" style="color:#393A34"><span class="token plain"># See https://docs.python.org/3.6/library/venv.html</span><br></span><span class="token-line" style="color:#393A34"><span class="token plain">python3 -m venv venv</span><br></span><span class="token-line" style="color:#393A34"><span class="token plain">. venv/bin/activate</span><br></span></code></pre><div class="buttonGroup__atx"><button type="button" aria-label="Copy code to clipboard" title="Copy" class="clean-btn"><span class="copyButtonIcons_eSgA" aria-hidden="true"><svg viewBox="0 0 24 24" class="copyButtonIcon_y97N"><path fill="currentColor" d="M19,21H8V7H19M19,5H8A2,2 0 0,0 6,7V21A2,2 0 0,0 8,23H19A2,2 0 0,0 21,21V7A2,2 0 0,0 19,5M16,1H4A2,2 0 0,0 2,3V17H4V3H16V1Z"></path></svg><svg viewBox="0 0 24 24" class="copyButtonSuccessIcon_LjdS"><path fill="currentColor" d="M21,7L9,19L3.5,13.5L4.91,12.09L9,16.17L19.59,5.59L21,7Z"></path></svg></span></button></div></div></div><p>Or with pyenv-virtualenv:</p><div class="codeBlockContainer_Ckt0 theme-code-block" style="--prism-color:#393A34;--prism-background-color:#f6f8fa"><div class="codeBlockContent_biex"><pre tabindex="0" class="prism-code language-text codeBlock_bY9V thin-scrollbar"><code class="codeBlockLines_e6Vv"><span class="token-line" style="color:#393A34"><span class="token plain"># Here we name the virtual env 'superset'</span><br></span><span class="token-line" style="color:#393A34"><span class="token plain">pyenv virtualenv superset</span><br></span><span class="token-line" style="color:#393A34"><span class="token plain">pyenv activate superset</span><br></span></code></pre><div class="buttonGroup__atx"><button type="button" aria-label="Copy code to clipboard" title="Copy" class="clean-btn"><span class="copyButtonIcons_eSgA" aria-hidden="true"><svg viewBox="0 0 24 24" class="copyButtonIcon_y97N"><path fill="currentColor" d="M19,21H8V7H19M19,5H8A2,2 0 0,0 6,7V21A2,2 0 0,0 8,23H19A2,2 0 0,0 21,21V7A2,2 0 0,0 19,5M16,1H4A2,2 0 0,0 2,3V17H4V3H16V1Z"></path></svg><svg viewBox="0 0 24 24" class="copyButtonSuccessIcon_LjdS"><path fill="currentColor" d="M21,7L9,19L3.5,13.5L4.91,12.09L9,16.17L19.59,5.59L21,7Z"></path></svg></span></button></div></div></div><p>Once you activated your virtual environment, all of the Python packages you install or uninstall
will be confined to this environment. You can exit the environment by running <code>deactivate</code> on the
-command line.</p><h3 class="anchor anchorWithStickyNavbar_LWe7" id="installing-and-initializing-superset">Installing and Initializing Superset<a href="#installing-and-initializing-superset" class="hash-link" aria-label="Direct link to Installing and Initializing Superset" title="Direct link to Installing and Initializing Superset"></a></h3><p>First, start by installing <code>apache-superset</code>:</p><div class="codeBlockContainer_Ckt0 theme-code-block" style="--prism-color:#393A34;--prism-background-color:#f6f8fa"><div class="codeBlockContent_biex"><pre tabindex="0" class="prism-code language-text codeBlock_bY9V thin-scrollbar"><code class="codeBlockLines_e6Vv"><span class="token-line" style="color:#393A34"><span class="token plain">pip install apache-superset</span><br></span></code></pre><div class="buttonGroup__atx"><button type="button" aria-label="Copy code to clipboard" title="Copy" class="clean-btn"><span class="copyButtonIcons_eSgA" aria-hidden="true"><svg viewBox="0 0 24 24" class="copyButtonIcon_y97N"><path fill="currentColor" d="M19,21H8V7H19M19,5H8A2,2 0 0,0 6,7V21A2,2 0 0,0 8,23H19A2,2 0 0,0 21,21V7A2,2 0 0,0 19,5M16,1H4A2,2 0 0,0 2,3V17H4V3H16V1Z"></path></svg><svg viewBox="0 0 24 24" class="copyButtonSuccessIcon_LjdS"><path fill="currentColor" d="M21,7L9,19L3.5,13.5L4.91,12.09L9,16.17L19.59,5.59L21,7Z"></path></svg></span></button></div></div></div><p>Then, you need to initialize the database:</p><div class="codeBlockContainer_Ckt0 theme-code-block" style="--prism-color:#393A34;--prism-background-color:#f6f8fa"><div class="codeBlockContent_biex"><pre tabindex="0" class="prism-code language-text codeBlock_bY9V thin-scrollbar"><code class="codeBlockLines_e6Vv"><span class="token-line" style="color:#393A34"><span class="token plain">superset db upgrade</span><br></span></code></pre><div class="buttonGroup__atx"><button type="button" aria-label="Copy code to clipboard" title="Copy" class="clean-btn"><span class="copyButtonIcons_eSgA" aria-hidden="true"><svg viewBox="0 0 24 24" class="copyButtonIcon_y97N"><path fill="currentColor" d="M19,21H8V7H19M19,5H8A2,2 0 0,0 6,7V21A2,2 0 0,0 8,23H19A2,2 0 0,0 21,21V7A2,2 0 0,0 19,5M16,1H4A2,2 0 0,0 2,3V17H4V3H16V1Z"></path></svg><svg viewBox="0 0 24 24" class="copyButtonSuccessIcon_LjdS"><path fill="currentColor" d="M21,7L9,19L3.5,13.5L4.91,12.09L9,16.17L19.59,5.59L21,7Z"></path></svg></span></button></div></div></div><div class="theme-admonition theme-admonition-tip alert alert--success admonition_LlT9"><div class="admonitionHeading_tbUL"><span class="admonitionIcon_kALy"><svg viewBox="0 0 12 16"><path fill-rule="evenodd" d="M6.5 0C3.48 0 1 2.19 1 5c0 .92.55 2.25 1 3 1.34 2.25 1.78 2.78 2 4v1h5v-1c.22-1.22.66-1.75 2-4 .45-.75 1-2.08 1-3 0-2.81-2.48-5-5.5-5zm3.64 7.48c-.25.44-.47.8-.67 1.11-.86 1.41-1.25 2.06-1.45 3.23-.02.05-.02.11-.02.17H5c0-.06 0-.13-.02-.17-.2-1.17-.59-1.83-1.45-3.23-.2-.31-.42-.67-.67-1.11C2.44 6.78 2 5.65 2 5c0-2.2 2.02-4 4.5-4 1.22 0 2.36.42 3.22 1.19C10.55 2.94 11 3.94 11 5c0 .66-.44 1.78-.86 2.48zM4 14h5c-.23 1.14-1.3 2-2.5 2s-2.27-.86-2.5-2z"></path></svg></span>tip</div><div class="admonitionContent_S0QG"><p>Note that some configuration is mandatory for production instances of Superset. In particular, Superset will not start without a user-specified value of SECRET_KEY. Please see <a href="https://superset.apache.org/docs/installation/configuring-superset" target="_blank" rel="noopener noreferrer">Configuring Superset</a>.</p></div></div><p>Finish installing by running through the following commands:</p><div class="codeBlockContainer_Ckt0 theme-code-block" style="--prism-color:#393A34;--prism-background-color:#f6f8fa"><div class="codeBlockContent_biex"><pre tabindex="0" class="prism-code language-text codeBlock_bY9V thin-scrollbar"><code class="codeBlockLines_e6Vv"><span class="token-line" style="color:#393A34"><span class="token plain"># Create an admin user in your metadata database (use `admin` as username to be able to load the examples)</span><br></span><span class="token-line" style="color:#393A34"><span class="token plain">export FLASK_APP=superset</span><br></span><span class="token-line" style="color:#393A34"><span class="token plain">superset fab create-admin</span><br></span><span class="token-line" style="color:#393A34"><span class="token plain" style="display:inline-block"></span><br></span><span class="token-line" style="color:#393A34"><span class="token plain"># Load some data to play with</span><br></span><span class="token-line" style="color:#393A34"><span class="token plain">superset load_examples</span><br></span><span class="token-line" style="color:#393A34"><span class="token plain" style="display:inline-block"></span><br></span><span class="token-line" style="color:#393A34"><span class="token plain"># Create default roles and permissions</span><br></span><span class="token-line" style="color:#393A34"><span class="token plain">superset init</span><br></span><span class="token-line" style="color:#393A34"><span class="token plain" style="display:inline-block"></span><br></span><span class="token-line" style="color:#393A34"><span class="token plain"># To start a development web server on port 8088, use -p to bind to another port</span><br></span><span class="token-line" style="color:#393A34"><span class="token plain">superset run -p 8088 --with-threads --reload --debugger</span><br></span></code></pre><div class="buttonGroup__atx"><button type="button" aria-label="Copy code to clipboard" title="Copy" class="clean-btn"><span class="copyButtonIcons_eSgA" aria-hidden="true"><svg viewBox="0 0 24 24" class="copyButtonIcon_y97N"><path fill="currentColor" d="M19,21H8V7H19M19,5H8A2,2 0 0,0 6,7V21A2,2 0 0,0 8,23H19A2,2 0 0,0 21,21V7A2,2 0 0,0 19,5M16,1H4A2,2 0 0,0 2,3V17H4V3H16V1Z"></path></svg><svg viewBox="0 0 24 24" class="copyButtonSuccessIcon_LjdS"><path fill="currentColor" d="M21,7L9,19L3.5,13.5L4.91,12.09L9,16.17L19.59,5.59L21,7Z"></path></svg></span></button></div></div></div><p>If everything worked, you should be able to navigate to <code>hostname:port</code> in your browser (e.g.
+command line.</p><h3 class="anchor anchorWithStickyNavbar_LWe7" id="installing-and-initializing-superset">Installing and Initializing Superset<a href="#installing-and-initializing-superset" class="hash-link" aria-label="Direct link to Installing and Initializing Superset" title="Direct link to Installing and Initializing Superset"></a></h3><p>First, start by installing <code>apache-superset</code>:</p><div class="codeBlockContainer_Ckt0 theme-code-block" style="--prism-color:#393A34;--prism-background-color:#f6f8fa"><div class="codeBlockContent_biex"><pre tabindex="0" class="prism-code language-text codeBlock_bY9V thin-scrollbar"><code class="codeBlockLines_e6Vv"><span class="token-line" style="color:#393A34"><span class="token plain">pip install apache-superset</span><br></span></code></pre><div class="buttonGroup__atx"><button type="button" aria-label="Copy code to clipboard" title="Copy" class="clean-btn"><span class="copyButtonIcons_eSgA" aria-hidden="true"><svg viewBox="0 0 24 24" class="copyButtonIcon_y97N"><path fill="currentColor" d="M19,21H8V7H19M19,5H8A2,2 0 0,0 6,7V21A2,2 0 0,0 8,23H19A2,2 0 0,0 21,21V7A2,2 0 0,0 19,5M16,1H4A2,2 0 0,0 2,3V17H4V3H16V1Z"></path></svg><svg viewBox="0 0 24 24" class="copyButtonSuccessIcon_LjdS"><path fill="currentColor" d="M21,7L9,19L3.5,13.5L4.91,12.09L9,16.17L19.59,5.59L21,7Z"></path></svg></span></button></div></div></div><p>Then, you need to initialize the database:</p><div class="codeBlockContainer_Ckt0 theme-code-block" style="--prism-color:#393A34;--prism-background-color:#f6f8fa"><div class="codeBlockContent_biex"><pre tabindex="0" class="prism-code language-text codeBlock_bY9V thin-scrollbar"><code class="codeBlockLines_e6Vv"><span class="token-line" style="color:#393A34"><span class="token plain">superset db upgrade</span><br></span></code></pre><div class="buttonGroup__atx"><button type="button" aria-label="Copy code to clipboard" title="Copy" class="clean-btn"><span class="copyButtonIcons_eSgA" aria-hidden="true"><svg viewBox="0 0 24 24" class="copyButtonIcon_y97N"><path fill="currentColor" d="M19,21H8V7H19M19,5H8A2,2 0 0,0 6,7V21A2,2 0 0,0 8,23H19A2,2 0 0,0 21,21V7A2,2 0 0,0 19,5M16,1H4A2,2 0 0,0 2,3V17H4V3H16V1Z"></path></svg><svg viewBox="0 0 24 24" class="copyButtonSuccessIcon_LjdS"><path fill="currentColor" d="M21,7L9,19L3.5,13.5L4.91,12.09L9,16.17L19.59,5.59L21,7Z"></path></svg></span></button></div></div></div><div class="theme-admonition theme-admonition-tip alert alert--success admonition_LlT9"><div class="admonitionHeading_tbUL"><span class="admonitionIcon_kALy"><svg viewBox="0 0 12 16"><path fill-rule="evenodd" d="M6.5 0C3.48 0 1 2.19 1 5c0 .92.55 2.25 1 3 1.34 2.25 1.78 2.78 2 4v1h5v-1c.22-1.22.66-1.75 2-4 .45-.75 1-2.08 1-3 0-2.81-2.48-5-5.5-5zm3.64 7.48c-.25.44-.47.8-.67 1.11-.86 1.41-1.25 2.06-1.45 3.23-.02.05-.02.11-.02.17H5c0-.06 0-.13-.02-.17-.2-1.17-.59-1.83-1.45-3.23-.2-.31-.42-.67-.67-1.11C2.44 6.78 2 5.65 2 5c0-2.2 2.02-4 4.5-4 1.22 0 2.36.42 3.22 1.19C10.55 2.94 11 3.94 11 5c0 .66-.44 1.78-.86 2.48zM4 14h5c-.23 1.14-1.3 2-2.5 2s-2.27-.86-2.5-2z"></path></svg></span>tip</div><div class="admonitionContent_S0QG"><p>Note that some configuration is mandatory for production instances of Superset. In particular, Superset will not start without a user-specified value of SECRET_KEY. Please see <a href="/docs/installation/configuring-superset">Configuring Superset</a>.</p></div></div><p>Finish installing by running through the following commands:</p><div class="codeBlockContainer_Ckt0 theme-code-block" style="--prism-color:#393A34;--prism-background-color:#f6f8fa"><div class="codeBlockContent_biex"><pre tabindex="0" class="prism-code language-text codeBlock_bY9V thin-scrollbar"><code class="codeBlockLines_e6Vv"><span class="token-line" style="color:#393A34"><span class="token plain"># Create an admin user in your metadata database (use `admin` as username to be able to load the examples)</span><br></span><span class="token-line" style="color:#393A34"><span class="token plain">export FLASK_APP=superset</span><br></span><span class="token-line" style="color:#393A34"><span class="token plain">superset fab create-admin</span><br></span><span class="token-line" style="color:#393A34"><span class="token plain" style="display:inline-block"></span><br></span><span class="token-line" style="color:#393A34"><span class="token plain"># Load some data to play with</span><br></span><span class="token-line" style="color:#393A34"><span class="token plain">superset load_examples</span><br></span><span class="token-line" style="color:#393A34"><span class="token plain" style="display:inline-block"></span><br></span><span class="token-line" style="color:#393A34"><span class="token plain"># Create default roles and permissions</span><br></span><span class="token-line" style="color:#393A34"><span class="token plain">superset init</span><br></span><span class="token-line" style="color:#393A34"><span class="token plain" style="display:inline-block"></span><br></span><span class="token-line" style="color:#393A34"><span class="token plain"># To start a development web server on port 8088, use -p to bind to another port</span><br></span><span class="token-line" style="color:#393A34"><span class="token plain">superset run -p 8088 --with-threads --reload --debugger</span><br></span></code></pre><div class="buttonGroup__atx"><button type="button" aria-label="Copy code to clipboard" title="Copy" class="clean-btn"><span class="copyButtonIcons_eSgA" aria-hidden="true"><svg viewBox="0 0 24 24" class="copyButtonIcon_y97N"><path fill="currentColor" d="M19,21H8V7H19M19,5H8A2,2 0 0,0 6,7V21A2,2 0 0,0 8,23H19A2,2 0 0,0 21,21V7A2,2 0 0,0 19,5M16,1H4A2,2 0 0,0 2,3V17H4V3H16V1Z"></path></svg><svg viewBox="0 0 24 24" class="copyButtonSuccessIcon_LjdS"><path fill="currentColor" d="M21,7L9,19L3.5,13.5L4.91,12.09L9,16.17L19.59,5.59L21,7Z"></path></svg></span></button></div></div></div><p>If everything worked, you should be able to navigate to <code>hostname:port</code> in your browser (e.g.
locally by default at <code>localhost:8088</code>) and login using the username and password you created.</p><h3 class="anchor anchorWithStickyNavbar_LWe7" id="installing-superset-with-helm-in-kubernetes">Installing Superset with Helm in Kubernetes<a href="#installing-superset-with-helm-in-kubernetes" class="hash-link" aria-label="Direct link to Installing Superset with Helm in Kubernetes" title="Direct link to Installing Superset with Helm in Kubernetes"></a></h3><p>You can install Superset into Kubernetes with <a href="https://helm.sh/" target="_blank" rel="noopener noreferrer">Helm</a>. The chart is located in
the <code>helm/</code> directory.</p><p>To install Superset in your Kubernetes cluster with Helm 3, run:</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">helm dep up ./helm/superset</span><br></span><span class="token-line" style="color:#393A34"><span class="token plain">helm upgrade --install superset ./helm/superset</span><br></span></code></pre><div class="buttonGroup__atx"><button type="button" aria-label="Copy code to clipboard" title="Copy" class="clean-btn"><span class="copyButtonIcons_eSgA" aria-hidden="true"><svg viewBox="0 0 24 24" class="copyButtonIcon_y97N"><path fill="currentColor" d="M19,21H8V7H19M19,5H8A2,2 0 0,0 6,7V21A2,2 0 0,0 8,23H19A2,2 0 0,0 21,21V7A2,2 0 0,0 19,5M16,1H4A2,2 0 0,0 2,3V17H4V3H16V1Z"></path></svg><svg viewBox="0 0 24 24" class="copyButtonSuccessIcon_LjdS"><path fill="currentColor" d="M21,7L9,19L3.5,13.5L4.91,12.09L9,16.17L19.59,5.59L21,7Z"></path></svg></span></button></div></div></div><p>Note that the above command will install Superset into <code>default</code> namespace of your Kubernetes
cluster.</p></div><footer class="theme-doc-footer docusaurus-mt-lg"><div class="theme-doc-footer-edit-meta-row row"><div class="col"><a href="https://github.com/apache/superset/tree/master/docs/docs/installation/installing-superset-from-scratch.mdx" target="_blank" rel="noreferrer noopener" class="theme-edit-this-page"><svg fill="currentColor" height="20" width="20" viewBox="0 0 40 40" class="iconEdit_Z9Sw" aria-hidden="true"><g><path d="m34.5 11.7l-3 3.1-6.3-6.3 3.1-3q0.5-0.5 1.2-0.5t1.1 0.5l3.9 3.9q0.5 0.4 0.5 1.1t-0.5 1.2z m-29.5 17.1l18.4-18.5 6.3 6.3-18.4 18.4h-6.3v-6.2z"></path></g></svg>Edit this page</a></div><div class="col lastUpdated_vwxv"></div></div></footer></article><nav class="pagination-nav docusaurus-mt-lg" aria-label="Docs pages"><a class="pagination-nav__link pagination-nav__link--prev" href="/docs/installation/installing-superset-using-docker-compose"><div class="pagination-nav__sublabel">Previous</div><div class="pagination-nav__label">Installing Locally Using Docker Compose</div></a><a class="pagination-nav__link pagination-nav__link--next" href="/docs/installation/running-on-kubernetes"><div class="pagination-nav__sublabel">Next</div><div class="pagination-nav__label">Installing on Kubernetes</div></a></nav></div></div><div class="col col--3"><div class="tableOfContents_bqdL thin-scrollbar theme-doc-toc-desktop"><ul class="table-of-contents table-of-contents__left-border"><li><a href="#installing-superset-from-scratch" class="table-of-contents__link toc-highlight">Installing Superset from Scratch</a><ul><li><a href="#os-dependencies" class="table-of-contents__link toc-highlight">OS Dependencies</a></li><li><a href="#python-virtual-environment" class="table-of-contents__link toc-highlight">Python Virtual Environment</a></li><li><a href="#installing-and-initializing-superset" class="table-of-contents__link toc-highlight">Installing and Initializing Superset</a></li><li><a href="#installing-superset-with-helm-in-kubernetes" class="table-of-contents__link toc-highlight">Installing Superset with Helm in Kubernetes</a></li></ul></li></ul></div></div></div></div></main></div></div><footer class="footer"><div class="container container-fluid"><div class="footer__bottom text--center"><div class="footer__copyright">
@@ -46,7 +46,7 @@
<img class="footer__divider" src="/img/community/line.png" alt="Divider">
<p>
<small>
- <a href="https://superset.apache.org/docs/security/" target="_blank" rel="noreferrer">Security</a> |
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<a href="https://www.apache.org/foundation/sponsorship.html" target="_blank" rel="noreferrer">Donate</a> |
<a href="https://www.apache.org/foundation/thanks.html" target="_blank" rel="noreferrer">Thanks</a> |
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@@ -56,7 +56,7 @@
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diff --git a/docs/installation/installing-superset-using-docker-compose/index.html b/docs/installation/installing-superset-using-docker-compose/index.html
index 23c5292..3e3e45d 100644
--- a/docs/installation/installing-superset-using-docker-compose/index.html
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@@ -18,8 +18,8 @@
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@@ -40,7 +40,7 @@
following command:</p><div class="language-bash codeBlockContainer_Ckt0 theme-code-block" style="--prism-color:#393A34;--prism-background-color:#f6f8fa"><div class="codeBlockContent_biex"><pre tabindex="0" class="prism-code language-bash codeBlock_bY9V thin-scrollbar"><code class="codeBlockLines_e6Vv"><span class="token-line" style="color:#393A34"><span class="token function" style="color:#d73a49">git</span><span class="token plain"> clone https://github.com/apache/superset.git</span><br></span></code></pre><div class="buttonGroup__atx"><button type="button" aria-label="Copy code to clipboard" title="Copy" class="clean-btn"><span class="copyButtonIcons_eSgA" aria-hidden="true"><svg viewBox="0 0 24 24" class="copyButtonIcon_y97N"><path fill="currentColor" d="M19,21H8V7H19M19,5H8A2,2 0 0,0 6,7V21A2,2 0 0,0 8,23H19A2,2 0 0,0 21,21V7A2,2 0 0,0 19,5M16,1H4A2,2 0 0,0 2,3V17H4V3H16V1Z"></path></svg><svg viewBox="0 0 24 24" class="copyButtonSuccessIcon_LjdS"><path fill="currentColor" d="M21,7L9,19L3.5,13.5L4.91,12.09L9,16.17L19.59,5.59L21,7Z"></path></svg></span></button></div></div></div><p>Once that command completes successfully, you should see a new <code>superset</code> folder in your
current directory.</p><h3 class="anchor anchorWithStickyNavbar_LWe7" id="3-launch-superset-through-docker-compose">3. Launch Superset Through Docker Compose<a href="#3-launch-superset-through-docker-compose" class="hash-link" aria-label="Direct link to 3. Launch Superset Through Docker Compose" title="Direct link to 3. Launch Superset Through Docker Compose"></a></h3><p>Navigate to the folder you created in step 1:</p><div class="language-bash codeBlockContainer_Ckt0 theme-code-block" style="--prism-color:#393A34;--prism-background-color:#f6f8fa"><div class="codeBlockContent_biex"><pre tabindex="0" class="prism-code language-bash codeBlock_bY9V thin-scrollbar"><code class="codeBlockLines_e6Vv"><span class="token-line" style="color:#393A34"><span class="token builtin class-name">cd</span><span class="token plain"> superset</span><br></span></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>When working on master branch, run the following commands to run <code>development</code> mode using <code>docker compose</code>:</p><div class="language-bash codeBlockContainer_Ckt0 theme-code-block" style="--prism-color:#393A34;--prism-background-color:#f6f8fa"><div class="codeBlockContent_biex"><pre tabindex="0" class="prism-code language-bash codeBlock_bY9V thin-scrollbar"><code class="codeBlockLines_e6Vv"><span class="token-line" style="color:#393A34"><span class="token function" style="color:#d73a49">docker</span><span class="token plain"> compose up</span><br></span></code></pre><div class="buttonGroup__atx"><button type="button" aria-label="Copy code to clipboard" title="Copy" class="clean-btn"><span class="copyButtonIcons_eSgA" aria-hidden="true"><svg viewBox="0 0 24 24" class="copyButtonIcon_y97N"><path fill="currentColor" d="M19,21H8V7H19M19,5H8A2,2 0 0,0 6,7V21A2,2 0 0,0 8,23H19A2,2 0 0,0 21,21V7A2,2 0 0,0 19,5M16,1H4A2,2 0 0,0 2,3V17H4V3H16V1Z"></path></svg><svg viewBox="0 0 24 24" class="copyButtonSuccessIcon_LjdS"><path fill="currentColor" d="M21,7L9,19L3.5,13.5L4.91,12.09L9,16.17L19.59,5.59L21,7Z"></path></svg></span></button></div></div></div><div class="theme-admonition theme-admonition-tip alert alert--success admonition_LlT9"><div class="admonitionHeading_tbUL"><span class="admonitionIcon_kALy"><svg viewBox="0 0 12 16"><path fill-rule="evenodd" d="M6.5 0C3.48 0 1 2.19 1 5c0 .92.55 2.25 1 3 1.34 2.25 1.78 2.78 2 4v1h5v-1c.22-1.22.66-1.75 2-4 .45-.75 1-2.08 1-3 0-2.81-2.48-5-5.5-5zm3.64 7.48c-.25.44-.47.8-.67 1.11-.86 1.41-1.25 2.06-1.45 3.23-.02.05-.02.11-.02.17H5c0-.06 0-.13-.02-.17-.2-1.17-.59-1.83-1.45-3.23-.2-.31-.42-.67-.67-1.11C2.44 6.78 2 5.65 2 5c0-2.2 2.02-4 4.5-4 1.22 0 2.36.42 3.22 1.19C10.55 2.94 11 3.94 11 5c0 .66-.44 1.78-.86 2.48zM4 14h5c-.23 1.14-1.3 2-2.5 2s-2.27-.86-2.5-2z"></path></svg></span>tip</div><div class="admonitionContent_S0QG"><p>When running in development mode the <code>superset-node</code> container needs to finish building assets in order for the UI to render properly. If you would just like to try out Superset without making any code changes follow the steps documented for <code>production</code> or a specific version below.</p></div></div><p>When working on master branch, run the following commands to run <code>production</code> mode using <code>docker compose</code>:</p><div class="language-bash codeBlockContainer_Ckt0 theme-code-block" style="--prism-color:#393A34;--prism-background-color:#f6f8fa"><div class="codeBlockContent_biex"><pre tabindex="0" class="prism-code language-bash codeBlock_bY9V thin-scrollbar"><code class="codeBlockLines_e6Vv"><span class="token-line" style="color:#393A34"><span class="token function" style="color:#d73a49">docker</span><span class="token plain"> compose -f docker-compose-non-dev.yml pull</span><br></span><span class="token-line" style="color:#393A34"><span class="token plain"></span><span class="token function" style="color:#d73a49">docker</span><span class="token plain"> compose -f docker-compose-non-dev.yml up</span><br></span></code></pre><div class="buttonGroup__atx"><button type="button" aria-label="Copy code to clipboard" title="Copy" class="clean-btn"><span class="copyButtonIcons_eSgA" aria-hidden="true"><svg viewBox="0 0 24 24" class="copyButtonIcon_y97N"><path fill="currentColor" d="M19,21H8V7H19M19,5H8A2,2 0 0,0 6,7V21A2,2 0 0,0 8,23H19A2,2 0 0,0 21,21V7A2,2 0 0,0 19,5M16,1H4A2,2 0 0,0 2,3V17H4V3H16V1Z"></path></svg><svg viewBox="0 0 24 24" class="copyButtonSuccessIcon_LjdS"><path fill="currentColor" d="M21,7L9,19L3.5,13.5L4.91,12.09L9,16.17L19.59,5.59L21,7Z"></path></svg></span></button></div></div></div><p>Alternatively, you can also run a specific version of Superset by first checking out
the branch/tag, and then starting <code>docker compose</code> with the <code>TAG</code> variable.
-For example, to run the 3.0.0 version, run the following commands on Linux-based systems:</p><div class="language-bash codeBlockContainer_Ckt0 theme-code-block" style="--prism-color:#393A34;--prism-background-color:#f6f8fa"><div class="codeBlockContent_biex"><pre tabindex="0" class="prism-code language-bash codeBlock_bY9V thin-scrollbar"><code class="codeBlockLines_e6Vv"><span class="token-line" style="color:#393A34"><span class="token function" style="color:#d73a49">git</span><span class="token plain"> checkout </span><span class="token number" style="color:#36acaa">3.0</span><span class="token plain">.0</span><br></span><span class="token-line" style="color:#393A34"><span class="token plain"></span><span class="token assign-left variable" style="color:#36acaa">TAG</span><span class="token operator" style="color:#393A34">=</span><span class="token number" style="color:#36acaa">3.0</span><span class="token plain">.0 </span><span class="token function" style="color:#d73a49">docker</span><span class="token plain"> compose -f docker-compose-non-dev.yml pull</span><br></span><span class="token-line" style="color:#393A34"><span class="token plain"></span><span class="token assign-left variable" style="color:#36acaa">TAG</span><span class="token operator" style="color:#393A34">=</span><span class="token number" style="color:#36acaa">3.0</span><span class="token plain">.0 </span><span class="token function" style="color:#d73a49">docker</span><span class="token plain"> compose -f docker-compose-non-dev.yml up</span><br></span></code></pre><div class="buttonGroup__atx"><button type="button" aria-label="Copy code to clipboard" title="Copy" class="clean-btn"><span class="copyButtonIcons_eSgA" aria-hidden="true"><svg viewBox="0 0 24 24" class="copyButtonIcon_y97N"><path fill="currentColor" d="M19,21H8V7H19M19,5H8A2,2 0 0,0 6,7V21A2,2 0 0,0 8,23H19A2,2 0 0,0 21,21V7A2,2 0 0,0 19,5M16,1H4A2,2 0 0,0 2,3V17H4V3H16V1Z"></path></svg><svg viewBox="0 0 24 24" class="copyButtonSuccessIcon_LjdS"><path fill="currentColor" d="M21,7L9,19L3.5,13.5L4.91,12.09L9,16.17L19.59,5.59L21,7Z"></path></svg></span></button></div></div></div><p>If you are using Docker Desktop for Windows then run the following commands:</p><div class="language-bash codeBlockContainer_Ckt0 theme-code-block" style="--prism-color:#393A34;--prism-background-color:#f6f8fa"><div class="codeBlockContent_biex"><pre tabindex="0" class="prism-code language-bash codeBlock_bY9V thin-scrollbar"><code class="codeBlockLines_e6Vv"><span class="token-line" style="color:#393A34"><span class="token function" style="color:#d73a49">git</span><span class="token plain"> checkout </span><span class="token number" style="color:#36acaa">3.0</span><span class="token plain">.0</span><br></span><span class="token-line" style="color:#393A34"><span class="token plain"></span><span class="token builtin class-name">set</span><span class="token plain"> </span><span class="token assign-left variable" style="color:#36acaa">TAG</span><span class="token operator" style="color:#393A34">=</span><span class="token number" style="color:#36acaa">3.0</span><span class="token plain">.0</span><br></span><span class="token-line" style="color:#393A34"><span class="token plain"></span><span class="token function" style="color:#d73a49">docker</span><span class="token plain"> compose -f docker-compose-non-dev.yml pull</span><br></span><span class="token-line" style="color:#393A34"><span class="token plain"></span><span class="token function" style="color:#d73a49">docker</span><span class="token plain"> compose -f docker-compose-non-dev.yml up</span><br></span></code></pre><div class="buttonGroup__atx"><button type="button" aria-label="Copy code to clipboard" title="Copy" class="clean-btn"><span class="copyButtonIcons_eSgA" aria-hidden="true"><svg viewBox="0 0 24 24" class="copyButtonIcon_y97N"><path fill="currentColor" d="M19,21H8V7H19M19,5H8A2,2 0 0,0 6,7V21A2,2 0 0,0 8,23H19A2,2 0 0,0 21,21V7A2,2 0 0,0 19,5M16,1H4A2,2 0 0,0 2,3V17H4V3H16V1Z"></path></svg><svg viewBox="0 0 24 24" class="copyButtonSuccessIcon_LjdS"><path fill="currentColor" d="M21,7L9,19L3.5,13.5L4.91,12.09L9,16.17L19.59,5.59L21,7Z"></path></svg></span></button></div></div></div><div class="theme-admonition theme-admonition-tip alert alert--success admonition_LlT9"><div class="admonitionHeading_tbUL"><span class="admonitionIcon_kALy"><svg viewBox="0 0 12 16"><path fill-rule="evenodd" d="M6.5 0C3.48 0 1 2.19 1 5c0 .92.55 2.25 1 3 1.34 2.25 1.78 2.78 2 4v1h5v-1c.22-1.22.66-1.75 2-4 .45-.75 1-2.08 1-3 0-2.81-2.48-5-5.5-5zm3.64 7.48c-.25.44-.47.8-.67 1.11-.86 1.41-1.25 2.06-1.45 3.23-.02.05-.02.11-.02.17H5c0-.06 0-.13-.02-.17-.2-1.17-.59-1.83-1.45-3.23-.2-.31-.42-.67-.67-1.11C2.44 6.78 2 5.65 2 5c0-2.2 2.02-4 4.5-4 1.22 0 2.36.42 3.22 1.19C10.55 2.94 11 3.94 11 5c0 .66-.44 1.78-.86 2.48zM4 14h5c-.23 1.14-1.3 2-2.5 2s-2.27-.86-2.5-2z"></path></svg></span>tip</div><div class="admonitionContent_S0QG"><p>Note that some configuration is mandatory for production instances of Superset. In particular, Superset will not start without a user-specified value of <code>SECRET_KEY</code> in a Superset config file or <code>SUPERSET_SECRET_KEY</code> as an <a href="https://github.com/apache/superset/blob/master/docker/.env-non-dev" target="_blank" rel="noopener noreferrer">environment variable</a>. Please see <a href="https://superset.apache.org/docs/installation/configuring-superset/" target="_blank" rel="noopener noreferrer">Configuring Superset</a> for more details.</p></div></div><div class="theme-admonition theme-admonition-caution alert alert--warning admonition_LlT9"><div class="admonitionHeading_tbUL"><span class="admonitionIcon_kALy"><svg viewBox="0 0 16 16"><path fill-rule="evenodd" d="M8.893 1.5c-.183-.31-.52-.5-.887-.5s-.703.19-.886.5L.138 13.499a.98.98 0 0 0 0 1.001c.193.31.53.501.886.501h13.964c.367 0 .704-.19.877-.5a1.03 1.03 0 0 0 .01-1.002L8.893 1.5zm.133 11.497H6.987v-2.003h2.039v2.003zm0-3.004H6.987V5.987h2.039v4.006z"></path></svg></span>caution</div><div class="admonitionContent_S0QG"><p>All of the content belonging to a Superset instance - charts, dashboards, users, etc. - is stored in its metadata database. In production, this database should be backed up.
+For example, to run the 3.0.0 version, run the following commands on Linux-based systems:</p><div class="language-bash codeBlockContainer_Ckt0 theme-code-block" style="--prism-color:#393A34;--prism-background-color:#f6f8fa"><div class="codeBlockContent_biex"><pre tabindex="0" class="prism-code language-bash codeBlock_bY9V thin-scrollbar"><code class="codeBlockLines_e6Vv"><span class="token-line" style="color:#393A34"><span class="token function" style="color:#d73a49">git</span><span class="token plain"> checkout </span><span class="token number" style="color:#36acaa">3.0</span><span class="token plain">.0</span><br></span><span class="token-line" style="color:#393A34"><span class="token plain"></span><span class="token assign-left variable" style="color:#36acaa">TAG</span><span class="token operator" style="color:#393A34">=</span><span class="token number" style="color:#36acaa">3.0</span><span class="token plain">.0 </span><span class="token function" style="color:#d73a49">docker</span><span class="token plain"> compose -f docker-compose-non-dev.yml pull</span><br></span><span class="token-line" style="color:#393A34"><span class="token plain"></span><span class="token assign-left variable" style="color:#36acaa">TAG</span><span class="token operator" style="color:#393A34">=</span><span class="token number" style="color:#36acaa">3.0</span><span class="token plain">.0 </span><span class="token function" style="color:#d73a49">docker</span><span class="token plain"> compose -f docker-compose-non-dev.yml up</span><br></span></code></pre><div class="buttonGroup__atx"><button type="button" aria-label="Copy code to clipboard" title="Copy" class="clean-btn"><span class="copyButtonIcons_eSgA" aria-hidden="true"><svg viewBox="0 0 24 24" class="copyButtonIcon_y97N"><path fill="currentColor" d="M19,21H8V7H19M19,5H8A2,2 0 0,0 6,7V21A2,2 0 0,0 8,23H19A2,2 0 0,0 21,21V7A2,2 0 0,0 19,5M16,1H4A2,2 0 0,0 2,3V17H4V3H16V1Z"></path></svg><svg viewBox="0 0 24 24" class="copyButtonSuccessIcon_LjdS"><path fill="currentColor" d="M21,7L9,19L3.5,13.5L4.91,12.09L9,16.17L19.59,5.59L21,7Z"></path></svg></span></button></div></div></div><p>If you are using Docker Desktop for Windows then run the following commands:</p><div class="language-bash codeBlockContainer_Ckt0 theme-code-block" style="--prism-color:#393A34;--prism-background-color:#f6f8fa"><div class="codeBlockContent_biex"><pre tabindex="0" class="prism-code language-bash codeBlock_bY9V thin-scrollbar"><code class="codeBlockLines_e6Vv"><span class="token-line" style="color:#393A34"><span class="token function" style="color:#d73a49">git</span><span class="token plain"> checkout </span><span class="token number" style="color:#36acaa">3.0</span><span class="token plain">.0</span><br></span><span class="token-line" style="color:#393A34"><span class="token plain"></span><span class="token builtin class-name">set</span><span class="token plain"> </span><span class="token assign-left variable" style="color:#36acaa">TAG</span><span class="token operator" style="color:#393A34">=</span><span class="token number" style="color:#36acaa">3.0</span><span class="token plain">.0</span><br></span><span class="token-line" style="color:#393A34"><span class="token plain"></span><span class="token function" style="color:#d73a49">docker</span><span class="token plain"> compose -f docker-compose-non-dev.yml pull</span><br></span><span class="token-line" style="color:#393A34"><span class="token plain"></span><span class="token function" style="color:#d73a49">docker</span><span class="token plain"> compose -f docker-compose-non-dev.yml up</span><br></span></code></pre><div class="buttonGroup__atx"><button type="button" aria-label="Copy code to clipboard" title="Copy" class="clean-btn"><span class="copyButtonIcons_eSgA" aria-hidden="true"><svg viewBox="0 0 24 24" class="copyButtonIcon_y97N"><path fill="currentColor" d="M19,21H8V7H19M19,5H8A2,2 0 0,0 6,7V21A2,2 0 0,0 8,23H19A2,2 0 0,0 21,21V7A2,2 0 0,0 19,5M16,1H4A2,2 0 0,0 2,3V17H4V3H16V1Z"></path></svg><svg viewBox="0 0 24 24" class="copyButtonSuccessIcon_LjdS"><path fill="currentColor" d="M21,7L9,19L3.5,13.5L4.91,12.09L9,16.17L19.59,5.59L21,7Z"></path></svg></span></button></div></div></div><div class="theme-admonition theme-admonition-tip alert alert--success admonition_LlT9"><div class="admonitionHeading_tbUL"><span class="admonitionIcon_kALy"><svg viewBox="0 0 12 16"><path fill-rule="evenodd" d="M6.5 0C3.48 0 1 2.19 1 5c0 .92.55 2.25 1 3 1.34 2.25 1.78 2.78 2 4v1h5v-1c.22-1.22.66-1.75 2-4 .45-.75 1-2.08 1-3 0-2.81-2.48-5-5.5-5zm3.64 7.48c-.25.44-.47.8-.67 1.11-.86 1.41-1.25 2.06-1.45 3.23-.02.05-.02.11-.02.17H5c0-.06 0-.13-.02-.17-.2-1.17-.59-1.83-1.45-3.23-.2-.31-.42-.67-.67-1.11C2.44 6.78 2 5.65 2 5c0-2.2 2.02-4 4.5-4 1.22 0 2.36.42 3.22 1.19C10.55 2.94 11 3.94 11 5c0 .66-.44 1.78-.86 2.48zM4 14h5c-.23 1.14-1.3 2-2.5 2s-2.27-.86-2.5-2z"></path></svg></span>tip</div><div class="admonitionContent_S0QG"><p>Note that some configuration is mandatory for production instances of Superset. In particular, Superset will not start without a user-specified value of <code>SECRET_KEY</code> in a Superset config file or <code>SUPERSET_SECRET_KEY</code> as an <a href="https://github.com/apache/superset/blob/master/docker/.env-non-dev" target="_blank" rel="noopener noreferrer">environment variable</a>. Please see <a href="/docs/installation/configuring-superset/">Configuring Superset</a> for more details.</p></div></div><div class="theme-admonition theme-admonition-caution alert alert--warning admonition_LlT9"><div class="admonitionHeading_tbUL"><span class="admonitionIcon_kALy"><svg viewBox="0 0 16 16"><path fill-rule="evenodd" d="M8.893 1.5c-.183-.31-.52-.5-.887-.5s-.703.19-.886.5L.138 13.499a.98.98 0 0 0 0 1.001c.193.31.53.501.886.501h13.964c.367 0 .704-.19.877-.5a1.03 1.03 0 0 0 .01-1.002L8.893 1.5zm.133 11.497H6.987v-2.003h2.039v2.003zm0-3.004H6.987V5.987h2.039v4.006z"></path></svg></span>caution</div><div class="admonitionContent_S0QG"><p>All of the content belonging to a Superset instance - charts, dashboards, users, etc. - is stored in its metadata database. In production, this database should be backed up.
The default installation with docker compose will store that data in a PostgreSQL database contained in a Docker <a href="https://docs.docker.com/storage/volumes/" target="_blank" rel="noopener noreferrer">volume</a>,
which is not backed up. To avoid risking data loss, either use a managed database for your metadata (recommended) or perform your own regular backups by extracting
and storing the contents of the default PostgreSQL database from its volume (here's an
@@ -61,7 +61,7 @@
<img class="footer__divider" src="/img/community/line.png" alt="Divider">
<p>
<small>
- <a href="https://superset.apache.org/docs/security/" target="_blank" rel="noreferrer">Security</a> |
+ <a href="/docs/security/" target="_blank" rel="noreferrer">Security</a> |
<a href="https://www.apache.org/foundation/sponsorship.html" target="_blank" rel="noreferrer">Donate</a> |
<a href="https://www.apache.org/foundation/thanks.html" target="_blank" rel="noreferrer">Thanks</a> |
<a href="https://apache.org/events/current-event" target="_blank" rel="noreferrer">Events</a> |
@@ -71,7 +71,7 @@
<!-- 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.c16720db.js"></script>
-<script src="/assets/js/main.f3802c3e.js"></script>
+<script src="/assets/js/runtime~main.5d93ee42.js"></script>
+<script src="/assets/js/main.ce18e882.js"></script>
</body>
</html>
\ No newline at end of file
diff --git a/docs/installation/networking-settings/index.html b/docs/installation/networking-settings/index.html
index 8075045..c75ed3c 100644
--- a/docs/installation/networking-settings/index.html
+++ b/docs/installation/networking-settings/index.html
@@ -18,8 +18,8 @@
<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.fb442465.css">
-<link rel="preload" href="/assets/js/runtime~main.c16720db.js" as="script">
-<link rel="preload" href="/assets/js/main.f3802c3e.js" as="script">
+<link rel="preload" href="/assets/js/runtime~main.5d93ee42.js" as="script">
+<link rel="preload" href="/assets/js/main.ce18e882.js" as="script">
</head>
<body class="navigation-with-keyboard">
<script>!function(){function t(t){document.documentElement.setAttribute("data-theme",t)}var e=function(){var t=null;try{t=new URLSearchParams(window.location.search).get("docusaurus-theme")}catch(t){}return t}()||function(){var t=null;try{t=localStorage.getItem("theme")}catch(t){}return t}();t(null!==e?e:"light")}()</script><div id="__docusaurus">
@@ -45,7 +45,7 @@
<img class="footer__divider" src="/img/community/line.png" alt="Divider">
<p>
<small>
- <a href="https://superset.apache.org/docs/security/" target="_blank" rel="noreferrer">Security</a> |
+ <a href="/docs/security/" target="_blank" rel="noreferrer">Security</a> |
<a href="https://www.apache.org/foundation/sponsorship.html" target="_blank" rel="noreferrer">Donate</a> |
<a href="https://www.apache.org/foundation/thanks.html" target="_blank" rel="noreferrer">Thanks</a> |
<a href="https://apache.org/events/current-event" target="_blank" rel="noreferrer">Events</a> |
@@ -55,7 +55,7 @@
<!-- 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.c16720db.js"></script>
-<script src="/assets/js/main.f3802c3e.js"></script>
+<script src="/assets/js/runtime~main.5d93ee42.js"></script>
+<script src="/assets/js/main.ce18e882.js"></script>
</body>
</html>
\ No newline at end of file
diff --git a/docs/installation/running-on-kubernetes/index.html b/docs/installation/running-on-kubernetes/index.html
index c457885..c701ca8 100644
--- a/docs/installation/running-on-kubernetes/index.html
+++ b/docs/installation/running-on-kubernetes/index.html
@@ -18,8 +18,8 @@
<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.fb442465.css">
-<link rel="preload" href="/assets/js/runtime~main.c16720db.js" as="script">
-<link rel="preload" href="/assets/js/main.f3802c3e.js" as="script">
+<link rel="preload" href="/assets/js/runtime~main.5d93ee42.js" as="script">
+<link rel="preload" href="/assets/js/main.ce18e882.js" as="script">
</head>
<body class="navigation-with-keyboard">
<script>!function(){function t(t){document.documentElement.setAttribute("data-theme",t)}var e=function(){var t=null;try{t=new URLSearchParams(window.location.search).get("docusaurus-theme")}catch(t){}return t}()||function(){var t=null;try{t=localStorage.getItem("theme")}catch(t){}return t}();t(null!==e?e:"light")}()</script><div id="__docusaurus">
@@ -43,7 +43,7 @@
<img class="footer__divider" src="/img/community/line.png" alt="Divider">
<p>
<small>
- <a href="https://superset.apache.org/docs/security/" target="_blank" rel="noreferrer">Security</a> |
+ <a href="/docs/security/" target="_blank" rel="noreferrer">Security</a> |
<a href="https://www.apache.org/foundation/sponsorship.html" target="_blank" rel="noreferrer">Donate</a> |
<a href="https://www.apache.org/foundation/thanks.html" target="_blank" rel="noreferrer">Thanks</a> |
<a href="https://apache.org/events/current-event" target="_blank" rel="noreferrer">Events</a> |
@@ -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.c16720db.js"></script>
-<script src="/assets/js/main.f3802c3e.js"></script>
+<script src="/assets/js/runtime~main.5d93ee42.js"></script>
+<script src="/assets/js/main.ce18e882.js"></script>
</body>
</html>
\ No newline at end of file
diff --git a/docs/installation/setup-ssh-tunneling/index.html b/docs/installation/setup-ssh-tunneling/index.html
index 8b02b66..d2afa44 100644
--- a/docs/installation/setup-ssh-tunneling/index.html
+++ b/docs/installation/setup-ssh-tunneling/index.html
@@ -18,8 +18,8 @@
<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.fb442465.css">
-<link rel="preload" href="/assets/js/runtime~main.c16720db.js" as="script">
-<link rel="preload" href="/assets/js/main.f3802c3e.js" as="script">
+<link rel="preload" href="/assets/js/runtime~main.5d93ee42.js" as="script">
+<link rel="preload" href="/assets/js/main.ce18e882.js" as="script">
</head>
<body class="navigation-with-keyboard">
<script>!function(){function t(t){document.documentElement.setAttribute("data-theme",t)}var e=function(){var t=null;try{t=new URLSearchParams(window.location.search).get("docusaurus-theme")}catch(t){}return t}()||function(){var t=null;try{t=localStorage.getItem("theme")}catch(t){}return t}();t(null!==e?e:"light")}()</script><div id="__docusaurus">
@@ -35,7 +35,7 @@
<img class="footer__divider" src="/img/community/line.png" alt="Divider">
<p>
<small>
- <a href="https://superset.apache.org/docs/security/" target="_blank" rel="noreferrer">Security</a> |
+ <a href="/docs/security/" target="_blank" rel="noreferrer">Security</a> |
<a href="https://www.apache.org/foundation/sponsorship.html" target="_blank" rel="noreferrer">Donate</a> |
<a href="https://www.apache.org/foundation/thanks.html" target="_blank" rel="noreferrer">Thanks</a> |
<a href="https://apache.org/events/current-event" target="_blank" rel="noreferrer">Events</a> |
@@ -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.c16720db.js"></script>
-<script src="/assets/js/main.f3802c3e.js"></script>
+<script src="/assets/js/runtime~main.5d93ee42.js"></script>
+<script src="/assets/js/main.ce18e882.js"></script>
</body>
</html>
\ No newline at end of file
diff --git a/docs/installation/sql-templating/index.html b/docs/installation/sql-templating/index.html
index d2c6ddc..fcabbd6 100644
--- a/docs/installation/sql-templating/index.html
+++ b/docs/installation/sql-templating/index.html
@@ -18,13 +18,13 @@
<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.fb442465.css">
-<link rel="preload" href="/assets/js/runtime~main.c16720db.js" as="script">
-<link rel="preload" href="/assets/js/main.f3802c3e.js" as="script">
+<link rel="preload" href="/assets/js/runtime~main.5d93ee42.js" as="script">
+<link rel="preload" href="/assets/js/main.ce18e882.js" as="script">
</head>
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class="breadcrumbs__link">Installation and Configuration</span><meta itemprop="position" content="1"></li><li itemscope="" itemprop="itemListElement" itemtype="https://schema.org/ListItem" class="breadcrumbs__item breadcrumbs__item--active"><span class="breadcrumbs__link" itemprop="name">SQL Templating</span><meta itemprop="position" content="2"></li></ul></nav><div class="tocCollapsible_ETCw theme-doc-toc-mobile tocMobile_ITEo"><button type="button" class="clean-btn tocCollapsibleButton_TO0P">On this page</button></div><div class="theme-doc-markdown markdown"><h2 class="anchor anchorWithStickyNavbar_LWe7" id="sql-templating">SQL Templating<a href="#sql-templating" class="hash-link" aria-label="Direct link to SQL Templating" title="Direct link to SQL Templating"></a></h2><h3 class="anchor anchorWithStickyNavbar_LWe7" id="jinja-templates">Jinja Templates<a href="#jinja-templates" class="hash-link" aria-label="Direct link to Jinja Templates" title="Direct link to Jinja Templates"></a></h3><p>SQL Lab and Explore supports <a href="https://jinja.palletsprojects.com/en/2.11.x/" target="_blank" rel="noopener noreferrer">Jinja templating</a> in queries.
-To enable templating, the <code>ENABLE_TEMPLATE_PROCESSING</code> <a href="https://superset.apache.org/docs/installation/configuring-superset#feature-flags" target="_blank" rel="noopener noreferrer">feature flag</a> needs to be enabled in
+To enable templating, the <code>ENABLE_TEMPLATE_PROCESSING</code> <a href="/docs/installation/configuring-superset#feature-flags">feature flag</a> needs to be enabled in
<code>superset_config.py</code>. When templating is enabled, python code can be embedded in virtual datasets and
in Custom SQL in the filter and metric controls in Explore. By default, the following variables are
made available in the Jinja context:</p><ul><li><code>columns</code>: columns which to group by in the query</li><li><code>filter</code>: filters applied in the query</li><li><code>from_dttm</code>: start <code>datetime</code> value from the selected time range (<code>None</code> if undefined)</li><li><code>to_dttm</code>: end <code>datetime</code> value from the selected time range (<code>None</code> if undefined)</li><li><code>groupby</code>: columns which to group by in the query (deprecated)</li><li><code>metrics</code>: aggregate expressions in the query</li><li><code>row_limit</code>: row limit of the query</li><li><code>row_offset</code>: row offset of the query</li><li><code>table_columns</code>: columns available in the dataset</li><li><code>time_column</code>: temporal column of the query (<code>None</code> if undefined)</li><li><code>time_grain</code>: selected time grain (<code>None</code> if undefined)</li></ul><p>For example, to add a time range to a virtual dataset, you can write the following:</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 operator" 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"> tbl</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"> dttm_col </span><span class="token operator" style="color:#393A34">></span><span class="token plain"> </span><span class="token string" style="color:#e3116c">'{{ from_dttm }}'</span><span class="token plain"> </span><span class="token operator" style="color:#393A34">and</span><span class="token plain"> dttm_col </span><span class="token operator" style="color:#393A34"><</span><span class="token plain"> </span><span class="token string" style="color:#e3116c">'{{ to_dttm }}'</span><br></span></code></pre><div class="buttonGroup__atx"><button type="button" aria-label="Copy code to clipboard" title="Copy" class="clean-btn"><span class="copyButtonIcons_eSgA" aria-hidden="true"><svg viewBox="0 0 24 24" class="copyButtonIcon_y97N"><path fill="currentColor" d="M19,21H8V7H19M19,5H8A2,2 0 0,0 6,7V21A2,2 0 0,0 8,23H19A2,2 0 0,0 21,21V7A2,2 0 0,0 19,5M16,1H4A2,2 0 0,0 2,3V17H4V3H16V1Z"></path></svg><svg viewBox="0 0 24 24" class="copyButtonSuccessIcon_LjdS"><path fill="currentColor" d="M21,7L9,19L3.5,13.5L4.91,12.09L9,16.17L19.59,5.59L21,7Z"></path></svg></span></button></div></div></div><p>You can also use <a href="https://jinja.palletsprojects.com/en/2.11.x/templates/#tests" target="_blank" rel="noopener noreferrer">Jinja's logic</a>
@@ -70,7 +70,7 @@
<img class="footer__divider" src="/img/community/line.png" alt="Divider">
<p>
<small>
- <a href="https://superset.apache.org/docs/security/" target="_blank" rel="noreferrer">Security</a> |
+ <a href="/docs/security/" target="_blank" rel="noreferrer">Security</a> |
<a href="https://www.apache.org/foundation/sponsorship.html" target="_blank" rel="noreferrer">Donate</a> |
<a href="https://www.apache.org/foundation/thanks.html" target="_blank" rel="noreferrer">Thanks</a> |
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@@ -80,7 +80,7 @@
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</div></div></div></footer></div>
-<script src="/assets/js/runtime~main.c16720db.js"></script>
-<script src="/assets/js/main.f3802c3e.js"></script>
+<script src="/assets/js/runtime~main.5d93ee42.js"></script>
+<script src="/assets/js/main.ce18e882.js"></script>
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diff --git a/docs/installation/upgrading-superset/index.html b/docs/installation/upgrading-superset/index.html
index 5d44120..69ac57c 100644
--- a/docs/installation/upgrading-superset/index.html
+++ b/docs/installation/upgrading-superset/index.html
@@ -18,8 +18,8 @@
<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.fb442465.css">
-<link rel="preload" href="/assets/js/runtime~main.c16720db.js" as="script">
-<link rel="preload" href="/assets/js/main.f3802c3e.js" as="script">
+<link rel="preload" href="/assets/js/runtime~main.5d93ee42.js" as="script">
+<link rel="preload" href="/assets/js/main.ce18e882.js" as="script">
</head>
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<script>!function(){function t(t){document.documentElement.setAttribute("data-theme",t)}var e=function(){var t=null;try{t=new URLSearchParams(window.location.search).get("docusaurus-theme")}catch(t){}return t}()||function(){var t=null;try{t=localStorage.getItem("theme")}catch(t){}return t}();t(null!==e?e:"light")}()</script><div id="__docusaurus">
@@ -37,7 +37,7 @@
<img class="footer__divider" src="/img/community/line.png" alt="Divider">
<p>
<small>
- <a href="https://superset.apache.org/docs/security/" target="_blank" rel="noreferrer">Security</a> |
+ <a href="/docs/security/" target="_blank" rel="noreferrer">Security</a> |
<a href="https://www.apache.org/foundation/sponsorship.html" target="_blank" rel="noreferrer">Donate</a> |
<a href="https://www.apache.org/foundation/thanks.html" target="_blank" rel="noreferrer">Thanks</a> |
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@@ -47,7 +47,7 @@
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</div></div></div></footer></div>
-<script src="/assets/js/runtime~main.c16720db.js"></script>
-<script src="/assets/js/main.f3802c3e.js"></script>
+<script src="/assets/js/runtime~main.5d93ee42.js"></script>
+<script src="/assets/js/main.ce18e882.js"></script>
</body>
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diff --git a/docs/intro/index.html b/docs/intro/index.html
index ced3400..fa67617 100644
--- a/docs/intro/index.html
+++ b/docs/intro/index.html
@@ -18,20 +18,20 @@
<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.fb442465.css">
-<link rel="preload" href="/assets/js/runtime~main.c16720db.js" as="script">
-<link rel="preload" href="/assets/js/main.f3802c3e.js" as="script">
+<link rel="preload" href="/assets/js/runtime~main.5d93ee42.js" as="script">
+<link rel="preload" href="/assets/js/main.ce18e882.js" as="script">
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class="breadcrumbs__link" href="/"><svg viewBox="0 0 24 24" class="breadcrumbHomeIcon_YNFT"><path d="M10 19v-5h4v5c0 .55.45 1 1 1h3c.55 0 1-.45 1-1v-7h1.7c.46 0 .68-.57.33-.87L12.67 3.6c-.38-.34-.96-.34-1.34 0l-8.36 7.53c-.34.3-.13.87.33.87H5v7c0 .55.45 1 1 1h3c.55 0 1-.45 1-1z" fill="currentColor"></path></svg></a></li><li itemscope="" itemprop="itemListElement" itemtype="https://schema.org/ListItem" class="breadcrumbs__item breadcrumbs__item--active"><span class="breadcrumbs__link" itemprop="name">Introduction</span><meta itemprop="position" content="1"></li></ul></nav><div class="tocCollapsible_ETCw theme-doc-toc-mobile tocMobile_ITEo"><button type="button" class="clean-btn tocCollapsibleButton_TO0P">On this page</button></div><div class="theme-doc-markdown markdown"><h2 class="anchor anchorWithStickyNavbar_LWe7" id="what-is-apache-superset">What is Apache Superset?<a href="#what-is-apache-superset" class="hash-link" aria-label="Direct link to What is Apache Superset?" title="Direct link to What is Apache Superset?"></a></h2><p>Apache Superset is a modern, enterprise-ready business intelligence web application. It
is fast, lightweight, intuitive, and loaded with options that make it easy for users of all skill
sets to explore and visualize their data, from simple pie charts to highly detailed deck.gl
-geospatial charts.</p><p>Here are a <strong>few different ways you can get started with Superset</strong>:</p><ul><li>Install Superset <a href="https://superset.apache.org/docs/installation/installing-superset-from-scratch/" target="_blank" rel="noopener noreferrer">from scratch</a></li><li>Deploy Superset locally with one command
-<a href="https://superset.apache.org/docs/installation/installing-superset-using-docker-compose" target="_blank" rel="noopener noreferrer">using Docker Compose</a></li><li>Deploy Superset <a href="https://superset.apache.org/docs/installation/running-on-kubernetes" target="_blank" rel="noopener noreferrer">with Kubernetes</a></li><li>Run a <a href="https://hub.docker.com/r/apache/superset" target="_blank" rel="noopener noreferrer">Docker image</a> from Dockerhub</li><li>Download Superset <a href="https://pypi.org/project/apache-superset/" target="_blank" rel="noopener noreferrer">from Pypi here</a></li><li>Install the latest version of Superset
-<a href="https://github.com/apache/superset/tree/latest" target="_blank" rel="noopener noreferrer">from GitHub</a></li><li>Download the <a href="https://dist.apache.org/repos/dist/release/superset/" target="_blank" rel="noopener noreferrer">source from Apache Foundation's website</a></li></ul><h4 class="anchor anchorWithStickyNavbar_LWe7" id="video-overview">Video Overview<a href="#video-overview" class="hash-link" aria-label="Direct link to Video Overview" title="Direct link to Video Overview"></a></h4><p><a href="https://user-images.githubusercontent.com/64562059/234390129-321d4f35-cb4b-45e8-89d9-20ae292f34fc.mp4" target="_blank" rel="noopener noreferrer">https://user-images.githubusercontent.com/64562059/234390129-321d4f35-cb4b-45e8-89d9-20ae292f34fc.mp4</a></p><h4 class="anchor anchorWithStickyNavbar_LWe7" id="features">Features<a href="#features" class="hash-link" aria-label="Direct link to Features" title="Direct link to Features"></a></h4><p>Superset provides:</p><ul><li>An intuitive interface for visualizing datasets and crafting interactive dashboards</li><li>A wide array of beautiful visualizations to showcase your data</li><li>Code-free visualization builder to extract and present datasets</li><li>A world-class SQL IDE for preparing data for visualization, including a rich metadata browser</li><li>A lightweight semantic layer which empowers data analysts to quickly define custom dimensions and metrics</li><li>Out-of-the-box support for <a href="https://superset.apache.org/docs/databases/installing-database-drivers/" target="_blank" rel="noopener noreferrer">most SQL-speaking databases</a></li><li>Seamless, in-memory asynchronous caching and queries</li><li>An extensible security model that allows configuration of very intricate rules on who can access which product features and datasets.</li><li>Integration with major authentication backends (database, OpenID, LDAP, OAuth, REMOTE_USER, etc)</li><li>The ability to add custom visualization plugins</li><li>An API for programmatic customization</li><li>A cloud-native architecture designed from the ground up for scale</li></ul><h4 class="anchor anchorWithStickyNavbar_LWe7" id="backend-technology">Backend Technology<a href="#backend-technology" class="hash-link" aria-label="Direct link to Backend Technology" title="Direct link to Backend Technology"></a></h4><p>Superset is cloud-native and designed to be highly available. It was designed to scale out to large,
+geospatial charts.</p><p>Here are a <strong>few different ways you can get started with Superset</strong>:</p><ul><li>Install Superset <a href="/docs/installation/installing-superset-from-scratch/">from scratch</a></li><li>Deploy Superset locally with one command
+<a href="/docs/installation/installing-superset-using-docker-compose">using Docker Compose</a></li><li>Deploy Superset <a href="/docs/installation/running-on-kubernetes">with Kubernetes</a></li><li>Run a <a href="https://hub.docker.com/r/apache/superset" target="_blank" rel="noopener noreferrer">Docker image</a> from Dockerhub</li><li>Download Superset <a href="https://pypi.org/project/apache-superset/" target="_blank" rel="noopener noreferrer">from Pypi here</a></li><li>Install the latest version of Superset
+<a href="https://github.com/apache/superset/tree/latest" target="_blank" rel="noopener noreferrer">from GitHub</a></li><li>Download the <a href="https://dist.apache.org/repos/dist/release/superset/" target="_blank" rel="noopener noreferrer">source from Apache Foundation's website</a></li></ul><h4 class="anchor anchorWithStickyNavbar_LWe7" id="video-overview">Video Overview<a href="#video-overview" class="hash-link" aria-label="Direct link to Video Overview" title="Direct link to Video Overview"></a></h4><p><a href="https://user-images.githubusercontent.com/64562059/234390129-321d4f35-cb4b-45e8-89d9-20ae292f34fc.mp4" target="_blank" rel="noopener noreferrer">https://user-images.githubusercontent.com/64562059/234390129-321d4f35-cb4b-45e8-89d9-20ae292f34fc.mp4</a></p><h4 class="anchor anchorWithStickyNavbar_LWe7" id="features">Features<a href="#features" class="hash-link" aria-label="Direct link to Features" title="Direct link to Features"></a></h4><p>Superset provides:</p><ul><li>An intuitive interface for visualizing datasets and crafting interactive dashboards</li><li>A wide array of beautiful visualizations to showcase your data</li><li>Code-free visualization builder to extract and present datasets</li><li>A world-class SQL IDE for preparing data for visualization, including a rich metadata browser</li><li>A lightweight semantic layer which empowers data analysts to quickly define custom dimensions and metrics</li><li>Out-of-the-box support for <a href="/docs/databases/installing-database-drivers/">most SQL-speaking databases</a></li><li>Seamless, in-memory asynchronous caching and queries</li><li>An extensible security model that allows configuration of very intricate rules on who can access which product features and datasets.</li><li>Integration with major authentication backends (database, OpenID, LDAP, OAuth, REMOTE_USER, etc)</li><li>The ability to add custom visualization plugins</li><li>An API for programmatic customization</li><li>A cloud-native architecture designed from the ground up for scale</li></ul><h4 class="anchor anchorWithStickyNavbar_LWe7" id="backend-technology">Backend Technology<a href="#backend-technology" class="hash-link" aria-label="Direct link to Backend Technology" title="Direct link to Backend Technology"></a></h4><p>Superset is cloud-native and designed to be highly available. It was designed to scale out to large,
distributed environments and works very well inside containers. While you can easily test drive
Superset on a modest setup or simply on your laptop, there’s virtually no limit around scaling out
-the platform.</p><p>Superset is also cloud-native in the sense that it is flexible and lets you choose the:</p><ul><li>Web server (Gunicorn, Nginx, Apache),</li><li>Metadata database engine (PostgreSQL, MySQL, MariaDB),</li><li>Message queue (Celery, Redis, RabbitMQ, SQS, etc.),</li><li>Results backend (Redis, S3, Memcached, etc.),</li><li>Caching layer (Redis, Memcached, etc.)</li></ul><p>Superset also works well with <a href="https://superset.apache.org/docs/installation/event-logging/" target="_blank" rel="noopener noreferrer">event-logging</a>
+the platform.</p><p>Superset is also cloud-native in the sense that it is flexible and lets you choose the:</p><ul><li>Web server (Gunicorn, Nginx, Apache),</li><li>Metadata database engine (PostgreSQL, MySQL, MariaDB),</li><li>Message queue (Celery, Redis, RabbitMQ, SQS, etc.),</li><li>Results backend (Redis, S3, Memcached, etc.),</li><li>Caching layer (Redis, Memcached, etc.)</li></ul><p>Superset also works well with <a href="/docs/installation/event-logging/">event-logging</a>
services like StatsD, NewRelic, and DataDog.</p><p>Superset is currently run at scale at many companies. For example, Superset is run in Airbnb’s
production environment inside Kubernetes and serves 600+ daily active users viewing over 100K charts
a day.</p><p>You can find a partial list of industries and companies embracing Superset
@@ -47,7 +47,7 @@
<img class="footer__divider" src="/img/community/line.png" alt="Divider">
<p>
<small>
- <a href="https://superset.apache.org/docs/security/" target="_blank" rel="noreferrer">Security</a> |
+ <a href="/docs/security/" target="_blank" rel="noreferrer">Security</a> |
<a href="https://www.apache.org/foundation/sponsorship.html" target="_blank" rel="noreferrer">Donate</a> |
<a href="https://www.apache.org/foundation/thanks.html" target="_blank" rel="noreferrer">Thanks</a> |
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diff --git a/docs/miscellaneous/chart-params/index.html b/docs/miscellaneous/chart-params/index.html
index 114ddc1..e5e0b30 100644
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-<link rel="preload" href="/assets/js/runtime~main.c16720db.js" as="script">
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+<link rel="preload" href="/assets/js/runtime~main.5d93ee42.js" as="script">
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</head>
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<script>!function(){function t(t){document.documentElement.setAttribute("data-theme",t)}var e=function(){var t=null;try{t=new URLSearchParams(window.location.search).get("docusaurus-theme")}catch(t){}return t}()||function(){var t=null;try{t=localStorage.getItem("theme")}catch(t){}return t}();t(null!==e?e:"light")}()</script><div id="__docusaurus">
@@ -35,7 +35,7 @@
<img class="footer__divider" src="/img/community/line.png" alt="Divider">
<p>
<small>
- <a href="https://superset.apache.org/docs/security/" target="_blank" rel="noreferrer">Security</a> |
+ <a href="/docs/security/" target="_blank" rel="noreferrer">Security</a> |
<a href="https://www.apache.org/foundation/sponsorship.html" target="_blank" rel="noreferrer">Donate</a> |
<a href="https://www.apache.org/foundation/thanks.html" target="_blank" rel="noreferrer">Thanks</a> |
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-<script src="/assets/js/runtime~main.c16720db.js"></script>
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+<script src="/assets/js/runtime~main.5d93ee42.js"></script>
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diff --git a/docs/miscellaneous/country-map-tools/index.html b/docs/miscellaneous/country-map-tools/index.html
index 15ab475..a481d68 100644
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<script>!function(){function t(t){document.documentElement.setAttribute("data-theme",t)}var e=function(){var t=null;try{t=new URLSearchParams(window.location.search).get("docusaurus-theme")}catch(t){}return t}()||function(){var t=null;try{t=localStorage.getItem("theme")}catch(t){}return t}();t(null!==e?e:"light")}()</script><div id="__docusaurus">
@@ -41,7 +41,7 @@
<img class="footer__divider" src="/img/community/line.png" alt="Divider">
<p>
<small>
- <a href="https://superset.apache.org/docs/security/" target="_blank" rel="noreferrer">Security</a> |
+ <a href="/docs/security/" target="_blank" rel="noreferrer">Security</a> |
<a href="https://www.apache.org/foundation/sponsorship.html" target="_blank" rel="noreferrer">Donate</a> |
<a href="https://www.apache.org/foundation/thanks.html" target="_blank" rel="noreferrer">Thanks</a> |
<a href="https://apache.org/events/current-event" target="_blank" rel="noreferrer">Events</a> |
@@ -51,7 +51,7 @@
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<img referrerpolicy="no-referrer-when-downgrade" src="https://static.scarf.sh/a.png?x-pxid=39ae6855-95fc-4566-86e5-360d542b0a68">
</div></div></div></footer></div>
-<script src="/assets/js/runtime~main.c16720db.js"></script>
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+<script src="/assets/js/runtime~main.5d93ee42.js"></script>
+<script src="/assets/js/main.ce18e882.js"></script>
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diff --git a/docs/miscellaneous/importing-exporting-datasources/index.html b/docs/miscellaneous/importing-exporting-datasources/index.html
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-<link rel="preload" href="/assets/js/runtime~main.c16720db.js" as="script">
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+<link rel="preload" href="/assets/js/runtime~main.5d93ee42.js" as="script">
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</head>
<body class="navigation-with-keyboard">
<script>!function(){function t(t){document.documentElement.setAttribute("data-theme",t)}var e=function(){var t=null;try{t=new URLSearchParams(window.location.search).get("docusaurus-theme")}catch(t){}return t}()||function(){var t=null;try{t=localStorage.getItem("theme")}catch(t){}return t}();t(null!==e?e:"light")}()</script><div id="__docusaurus">
@@ -46,7 +46,7 @@
<img class="footer__divider" src="/img/community/line.png" alt="Divider">
<p>
<small>
- <a href="https://superset.apache.org/docs/security/" target="_blank" rel="noreferrer">Security</a> |
+ <a href="/docs/security/" target="_blank" rel="noreferrer">Security</a> |
<a href="https://www.apache.org/foundation/sponsorship.html" target="_blank" rel="noreferrer">Donate</a> |
<a href="https://www.apache.org/foundation/thanks.html" target="_blank" rel="noreferrer">Thanks</a> |
<a href="https://apache.org/events/current-event" target="_blank" rel="noreferrer">Events</a> |
@@ -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.c16720db.js"></script>
-<script src="/assets/js/main.f3802c3e.js"></script>
+<script src="/assets/js/runtime~main.5d93ee42.js"></script>
+<script src="/assets/js/main.ce18e882.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 c398c29..3967117 100644
--- a/docs/miscellaneous/issue-codes/index.html
+++ b/docs/miscellaneous/issue-codes/index.html
@@ -18,8 +18,8 @@
<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.fb442465.css">
-<link rel="preload" href="/assets/js/runtime~main.c16720db.js" as="script">
-<link rel="preload" href="/assets/js/main.f3802c3e.js" as="script">
+<link rel="preload" href="/assets/js/runtime~main.5d93ee42.js" as="script">
+<link rel="preload" href="/assets/js/main.ce18e882.js" as="script">
</head>
<body class="navigation-with-keyboard">
<script>!function(){function t(t){document.documentElement.setAttribute("data-theme",t)}var e=function(){var t=null;try{t=new URLSearchParams(window.location.search).get("docusaurus-theme")}catch(t){}return t}()||function(){var t=null;try{t=localStorage.getItem("theme")}catch(t){}return t}();t(null!==e?e:"light")}()</script><div id="__docusaurus">
@@ -64,7 +64,7 @@
<img class="footer__divider" src="/img/community/line.png" alt="Divider">
<p>
<small>
- <a href="https://superset.apache.org/docs/security/" target="_blank" rel="noreferrer">Security</a> |
+ <a href="/docs/security/" target="_blank" rel="noreferrer">Security</a> |
<a href="https://www.apache.org/foundation/sponsorship.html" target="_blank" rel="noreferrer">Donate</a> |
<a href="https://www.apache.org/foundation/thanks.html" target="_blank" rel="noreferrer">Thanks</a> |
<a href="https://apache.org/events/current-event" target="_blank" rel="noreferrer">Events</a> |
@@ -74,7 +74,7 @@
<!-- 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.c16720db.js"></script>
-<script src="/assets/js/main.f3802c3e.js"></script>
+<script src="/assets/js/runtime~main.5d93ee42.js"></script>
+<script src="/assets/js/main.ce18e882.js"></script>
</body>
</html>
\ No newline at end of file
diff --git a/docs/miscellaneous/native-filter-migration/index.html b/docs/miscellaneous/native-filter-migration/index.html
index fa62c25..1e9c2f0 100644
--- a/docs/miscellaneous/native-filter-migration/index.html
+++ b/docs/miscellaneous/native-filter-migration/index.html
@@ -18,8 +18,8 @@
<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.fb442465.css">
-<link rel="preload" href="/assets/js/runtime~main.c16720db.js" as="script">
-<link rel="preload" href="/assets/js/main.f3802c3e.js" as="script">
+<link rel="preload" href="/assets/js/runtime~main.5d93ee42.js" as="script">
+<link rel="preload" href="/assets/js/main.ce18e882.js" as="script">
</head>
<body class="navigation-with-keyboard">
<script>!function(){function t(t){document.documentElement.setAttribute("data-theme",t)}var e=function(){var t=null;try{t=new URLSearchParams(window.location.search).get("docusaurus-theme")}catch(t){}return t}()||function(){var t=null;try{t=localStorage.getItem("theme")}catch(t){}return t}();t(null!==e?e:"light")}()</script><div id="__docusaurus">
@@ -53,7 +53,7 @@
<img class="footer__divider" src="/img/community/line.png" alt="Divider">
<p>
<small>
- <a href="https://superset.apache.org/docs/security/" target="_blank" rel="noreferrer">Security</a> |
+ <a href="/docs/security/" target="_blank" rel="noreferrer">Security</a> |
<a href="https://www.apache.org/foundation/sponsorship.html" target="_blank" rel="noreferrer">Donate</a> |
<a href="https://www.apache.org/foundation/thanks.html" target="_blank" rel="noreferrer">Thanks</a> |
<a href="https://apache.org/events/current-event" target="_blank" rel="noreferrer">Events</a> |
@@ -63,7 +63,7 @@
<!-- 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.c16720db.js"></script>
-<script src="/assets/js/main.f3802c3e.js"></script>
+<script src="/assets/js/runtime~main.5d93ee42.js"></script>
+<script src="/assets/js/main.ce18e882.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 50b42ef..2568d83 100644
--- a/docs/miscellaneous/timezones/index.html
+++ b/docs/miscellaneous/timezones/index.html
@@ -18,8 +18,8 @@
<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.fb442465.css">
-<link rel="preload" href="/assets/js/runtime~main.c16720db.js" as="script">
-<link rel="preload" href="/assets/js/main.f3802c3e.js" as="script">
+<link rel="preload" href="/assets/js/runtime~main.5d93ee42.js" as="script">
+<link rel="preload" href="/assets/js/main.ce18e882.js" as="script">
</head>
<body class="navigation-with-keyboard">
<script>!function(){function t(t){document.documentElement.setAttribute("data-theme",t)}var e=function(){var t=null;try{t=new URLSearchParams(window.location.search).get("docusaurus-theme")}catch(t){}return t}()||function(){var t=null;try{t=localStorage.getItem("theme")}catch(t){}return t}();t(null!==e?e:"light")}()</script><div id="__docusaurus">
@@ -35,7 +35,7 @@
<img class="footer__divider" src="/img/community/line.png" alt="Divider">
<p>
<small>
- <a href="https://superset.apache.org/docs/security/" target="_blank" rel="noreferrer">Security</a> |
+ <a href="/docs/security/" target="_blank" rel="noreferrer">Security</a> |
<a href="https://www.apache.org/foundation/sponsorship.html" target="_blank" rel="noreferrer">Donate</a> |
<a href="https://www.apache.org/foundation/thanks.html" target="_blank" rel="noreferrer">Thanks</a> |
<a href="https://apache.org/events/current-event" target="_blank" rel="noreferrer">Events</a> |
@@ -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.c16720db.js"></script>
-<script src="/assets/js/main.f3802c3e.js"></script>
+<script src="/assets/js/runtime~main.5d93ee42.js"></script>
+<script src="/assets/js/main.ce18e882.js"></script>
</body>
</html>
\ No newline at end of file
diff --git a/docs/quickstart/index.html b/docs/quickstart/index.html
index 301cdd8..2066578 100644
--- a/docs/quickstart/index.html
+++ b/docs/quickstart/index.html
@@ -18,8 +18,8 @@
<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.fb442465.css">
-<link rel="preload" href="/assets/js/runtime~main.c16720db.js" as="script">
-<link rel="preload" href="/assets/js/main.f3802c3e.js" as="script">
+<link rel="preload" href="/assets/js/runtime~main.5d93ee42.js" as="script">
+<link rel="preload" href="/assets/js/main.ce18e882.js" as="script">
</head>
<body class="navigation-with-keyboard">
<script>!function(){function t(t){document.documentElement.setAttribute("data-theme",t)}var e=function(){var t=null;try{t=new URLSearchParams(window.location.search).get("docusaurus-theme")}catch(t){}return t}()||function(){var t=null;try{t=localStorage.getItem("theme")}catch(t){}return t}();t(null!==e?e:"light")}()</script><div id="__docusaurus">
@@ -27,11 +27,11 @@
<strong>5 simple steps</strong>. It assumes that you have <a href="https://www.docker.com" target="_blank" rel="noopener noreferrer">Docker</a> installed.</p><h3 class="anchor anchorWithStickyNavbar_LWe7" id="1-get-superset">1. Get Superset<a href="#1-get-superset" class="hash-link" aria-label="Direct link to 1. Get Superset" title="Direct link to 1. Get Superset"></a></h3><p>To get started, set the <code>SUPERSET_VERSION</code> environment variable with the latest Superset version.
<a href="https://github.com/apache/superset/releases" target="_blank" rel="noopener noreferrer">Click here</a> to check the latest version.</p><div class="codeBlockContainer_Ckt0 theme-code-block" style="--prism-color:#393A34;--prism-background-color:#f6f8fa"><div class="codeBlockContent_biex"><pre tabindex="0" class="prism-code language-text codeBlock_bY9V thin-scrollbar"><code class="codeBlockLines_e6Vv"><span class="token-line" style="color:#393A34"><span class="token plain">$ export SUPERSET_VERSION=<latest_version></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>Pull the Superset image from Docker Hub:</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">$ docker pull apache/superset:$SUPERSET_VERSION</span><br></span></code></pre><div class="buttonGroup__atx"><button type="button" aria-label="Copy code to clipboard" title="Copy" class="clean-btn"><span class="copyButtonIcons_eSgA" aria-hidden="true"><svg viewBox="0 0 24 24" class="copyButtonIcon_y97N"><path fill="currentColor" d="M19,21H8V7H19M19,5H8A2,2 0 0,0 6,7V21A2,2 0 0,0 8,23H19A2,2 0 0,0 21,21V7A2,2 0 0,0 19,5M16,1H4A2,2 0 0,0 2,3V17H4V3H16V1Z"></path></svg><svg viewBox="0 0 24 24" class="copyButtonSuccessIcon_LjdS"><path fill="currentColor" d="M21,7L9,19L3.5,13.5L4.91,12.09L9,16.17L19.59,5.59L21,7Z"></path></svg></span></button></div></div></div><h3 class="anchor anchorWithStickyNavbar_LWe7" id="2-start-superset">2. Start Superset<a href="#2-start-superset" class="hash-link" aria-label="Direct link to 2. Start Superset" title="Direct link to 2. Start Superset"></a></h3><div class="theme-admonition theme-admonition-tip alert alert--success admonition_LlT9"><div class="admonitionHeading_tbUL"><span class="admonitionIcon_kALy"><svg viewBox="0 0 12 16"><path fill-rule="evenodd" d="M6.5 0C3.48 0 1 2.19 1 5c0 .92.55 2.25 1 3 1.34 2.25 1.78 2.78 2 4v1h5v-1c.22-1.22.66-1.75 2-4 .45-.75 1-2.08 1-3 0-2.81-2.48-5-5.5-5zm3.64 7.48c-.25.44-.47.8-.67 1.11-.86 1.41-1.25 2.06-1.45 3.23-.02.05-.02.11-.02.17H5c0-.06 0-.13-.02-.17-.2-1.17-.59-1.83-1.45-3.23-.2-.31-.42-.67-.67-1.11C2.44 6.78 2 5.65 2 5c0-2.2 2.02-4 4.5-4 1.22 0 2.36.42 3.22 1.19C10.55 2.94 11 3.94 11 5c0 .66-.44 1.78-.86 2.48zM4 14h5c-.23 1.14-1.3 2-2.5 2s-2.27-.86-2.5-2z"></path></svg></span>tip</div><div class="admonitionContent_S0QG"><p>Note that some configuration is mandatory for Superset in order to start. In particular, Superset will not start without
a user-specified value of <code>SECRET_KEY</code> in a Superset configuration file or <code>SUPERSET_SECRET_KEY</code> as an environment variable.
-Please see <a href="https://superset.apache.org/docs/installation/configuring-superset/" target="_blank" rel="noopener noreferrer">Configuring Superset</a> for more details.</p></div></div><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">$ docker run -d -p 8080:8088 \</span><br></span><span class="token-line" style="color:#393A34"><span class="token plain"> -e "SUPERSET_SECRET_KEY=$(openssl rand -base64 42)" \</span><br></span><span class="token-line" style="color:#393A34"><span class="token plain"> -e "TALISMAN_ENABLED=False" \</span><br></span><span class="token-line" style="color:#393A34"><span class="token plain"> --name superset apache/superset:$SUPERSET_VERSION</span><br></span></code></pre><div class="buttonGroup__atx"><button type="button" aria-label="Copy code to clipboard" title="Copy" class="clean-btn"><span class="copyButtonIcons_eSgA" aria-hidden="true"><svg viewBox="0 0 24 24" class="copyButtonIcon_y97N"><path fill="currentColor" d="M19,21H8V7H19M19,5H8A2,2 0 0,0 6,7V21A2,2 0 0,0 8,23H19A2,2 0 0,0 21,21V7A2,2 0 0,0 19,5M16,1H4A2,2 0 0,0 2,3V17H4V3H16V1Z"></path></svg><svg viewBox="0 0 24 24" class="copyButtonSuccessIcon_LjdS"><path fill="currentColor" d="M21,7L9,19L3.5,13.5L4.91,12.09L9,16.17L19.59,5.59L21,7Z"></path></svg></span></button></div></div></div><h3 class="anchor anchorWithStickyNavbar_LWe7" id="3-create-an-account">3. Create an account<a href="#3-create-an-account" class="hash-link" aria-label="Direct link to 3. Create an account" title="Direct link to 3. Create an account"></a></h3><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">$ docker exec -it superset superset fab create-admin \</span><br></span><span class="token-line" style="color:#393A34"><span class="token plain"> --username admin \</span><br></span><span class="token-line" style="color:#393A34"><span class="token plain"> --firstname Admin \</span><br></span><span class="token-line" style="color:#393A34"><span class="token plain"> --lastname Admin \</span><br></span><span class="token-line" style="color:#393A34"><span class="token plain"> --email admin@localhost \</span><br></span><span class="token-line" style="color:#393A34"><span class="token plain"> --password admin</span><br></span></code></pre><div class="buttonGroup__atx"><button type="button" aria-label="Copy code to clipboard" title="Copy" class="clean-btn"><span class="copyButtonIcons_eSgA" aria-hidden="true"><svg viewBox="0 0 24 24" class="copyButtonIcon_y97N"><path fill="currentColor" d="M19,21H8V7H19M19,5H8A2,2 0 0,0 6,7V21A2,2 0 0,0 8,23H19A2,2 0 0,0 21,21V7A2,2 0 0,0 19,5M16,1H4A2,2 0 0,0 2,3V17H4V3H16V1Z"></path></svg><svg viewBox="0 0 24 24" class="copyButtonSuccessIcon_LjdS"><path fill="currentColor" d="M21,7L9,19L3.5,13.5L4.91,12.09L9,16.17L19.59,5.59L21,7Z"></path></svg></span></button></div></div></div><h3 class="anchor anchorWithStickyNavbar_LWe7" id="4-configure-superset">4. Configure Superset<a href="#4-configure-superset" class="hash-link" aria-label="Direct link to 4. Configure Superset" title="Direct link to 4. Configure Superset"></a></h3><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">$ docker exec -it superset superset db upgrade &&</span><br></span><span class="token-line" style="color:#393A34"><span class="token plain"> docker exec -it superset superset load_examples &&</span><br></span><span class="token-line" style="color:#393A34"><span class="token plain"> docker exec -it superset superset init</span><br></span></code></pre><div class="buttonGroup__atx"><button type="button" aria-label="Copy code to clipboard" title="Copy" class="clean-btn"><span class="copyButtonIcons_eSgA" aria-hidden="true"><svg viewBox="0 0 24 24" class="copyButtonIcon_y97N"><path fill="currentColor" d="M19,21H8V7H19M19,5H8A2,2 0 0,0 6,7V21A2,2 0 0,0 8,23H19A2,2 0 0,0 21,21V7A2,2 0 0,0 19,5M16,1H4A2,2 0 0,0 2,3V17H4V3H16V1Z"></path></svg><svg viewBox="0 0 24 24" class="copyButtonSuccessIcon_LjdS"><path fill="currentColor" d="M21,7L9,19L3.5,13.5L4.91,12.09L9,16.17L19.59,5.59L21,7Z"></path></svg></span></button></div></div></div><div class="theme-admonition theme-admonition-tip alert alert--success admonition_LlT9"><div class="admonitionHeading_tbUL"><span class="admonitionIcon_kALy"><svg viewBox="0 0 12 16"><path fill-rule="evenodd" d="M6.5 0C3.48 0 1 2.19 1 5c0 .92.55 2.25 1 3 1.34 2.25 1.78 2.78 2 4v1h5v-1c.22-1.22.66-1.75 2-4 .45-.75 1-2.08 1-3 0-2.81-2.48-5-5.5-5zm3.64 7.48c-.25.44-.47.8-.67 1.11-.86 1.41-1.25 2.06-1.45 3.23-.02.05-.02.11-.02.17H5c0-.06 0-.13-.02-.17-.2-1.17-.59-1.83-1.45-3.23-.2-.31-.42-.67-.67-1.11C2.44 6.78 2 5.65 2 5c0-2.2 2.02-4 4.5-4 1.22 0 2.36.42 3.22 1.19C10.55 2.94 11 3.94 11 5c0 .66-.44 1.78-.86 2.48zM4 14h5c-.23 1.14-1.3 2-2.5 2s-2.27-.86-2.5-2z"></path></svg></span>tip</div><div class="admonitionContent_S0QG"><p>This step can take some time. While you wait, feel free to join the official Slack channel to check for new releases,
+Please see <a href="/docs/installation/configuring-superset/">Configuring Superset</a> for more details.</p></div></div><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">$ docker run -d -p 8080:8088 \</span><br></span><span class="token-line" style="color:#393A34"><span class="token plain"> -e "SUPERSET_SECRET_KEY=$(openssl rand -base64 42)" \</span><br></span><span class="token-line" style="color:#393A34"><span class="token plain"> -e "TALISMAN_ENABLED=False" \</span><br></span><span class="token-line" style="color:#393A34"><span class="token plain"> --name superset apache/superset:$SUPERSET_VERSION</span><br></span></code></pre><div class="buttonGroup__atx"><button type="button" aria-label="Copy code to clipboard" title="Copy" class="clean-btn"><span class="copyButtonIcons_eSgA" aria-hidden="true"><svg viewBox="0 0 24 24" class="copyButtonIcon_y97N"><path fill="currentColor" d="M19,21H8V7H19M19,5H8A2,2 0 0,0 6,7V21A2,2 0 0,0 8,23H19A2,2 0 0,0 21,21V7A2,2 0 0,0 19,5M16,1H4A2,2 0 0,0 2,3V17H4V3H16V1Z"></path></svg><svg viewBox="0 0 24 24" class="copyButtonSuccessIcon_LjdS"><path fill="currentColor" d="M21,7L9,19L3.5,13.5L4.91,12.09L9,16.17L19.59,5.59L21,7Z"></path></svg></span></button></div></div></div><h3 class="anchor anchorWithStickyNavbar_LWe7" id="3-create-an-account">3. Create an account<a href="#3-create-an-account" class="hash-link" aria-label="Direct link to 3. Create an account" title="Direct link to 3. Create an account"></a></h3><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">$ docker exec -it superset superset fab create-admin \</span><br></span><span class="token-line" style="color:#393A34"><span class="token plain"> --username admin \</span><br></span><span class="token-line" style="color:#393A34"><span class="token plain"> --firstname Admin \</span><br></span><span class="token-line" style="color:#393A34"><span class="token plain"> --lastname Admin \</span><br></span><span class="token-line" style="color:#393A34"><span class="token plain"> --email admin@localhost \</span><br></span><span class="token-line" style="color:#393A34"><span class="token plain"> --password admin</span><br></span></code></pre><div class="buttonGroup__atx"><button type="button" aria-label="Copy code to clipboard" title="Copy" class="clean-btn"><span class="copyButtonIcons_eSgA" aria-hidden="true"><svg viewBox="0 0 24 24" class="copyButtonIcon_y97N"><path fill="currentColor" d="M19,21H8V7H19M19,5H8A2,2 0 0,0 6,7V21A2,2 0 0,0 8,23H19A2,2 0 0,0 21,21V7A2,2 0 0,0 19,5M16,1H4A2,2 0 0,0 2,3V17H4V3H16V1Z"></path></svg><svg viewBox="0 0 24 24" class="copyButtonSuccessIcon_LjdS"><path fill="currentColor" d="M21,7L9,19L3.5,13.5L4.91,12.09L9,16.17L19.59,5.59L21,7Z"></path></svg></span></button></div></div></div><h3 class="anchor anchorWithStickyNavbar_LWe7" id="4-configure-superset">4. Configure Superset<a href="#4-configure-superset" class="hash-link" aria-label="Direct link to 4. Configure Superset" title="Direct link to 4. Configure Superset"></a></h3><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">$ docker exec -it superset superset db upgrade &&</span><br></span><span class="token-line" style="color:#393A34"><span class="token plain"> docker exec -it superset superset load_examples &&</span><br></span><span class="token-line" style="color:#393A34"><span class="token plain"> docker exec -it superset superset init</span><br></span></code></pre><div class="buttonGroup__atx"><button type="button" aria-label="Copy code to clipboard" title="Copy" class="clean-btn"><span class="copyButtonIcons_eSgA" aria-hidden="true"><svg viewBox="0 0 24 24" class="copyButtonIcon_y97N"><path fill="currentColor" d="M19,21H8V7H19M19,5H8A2,2 0 0,0 6,7V21A2,2 0 0,0 8,23H19A2,2 0 0,0 21,21V7A2,2 0 0,0 19,5M16,1H4A2,2 0 0,0 2,3V17H4V3H16V1Z"></path></svg><svg viewBox="0 0 24 24" class="copyButtonSuccessIcon_LjdS"><path fill="currentColor" d="M21,7L9,19L3.5,13.5L4.91,12.09L9,16.17L19.59,5.59L21,7Z"></path></svg></span></button></div></div></div><div class="theme-admonition theme-admonition-tip alert alert--success admonition_LlT9"><div class="admonitionHeading_tbUL"><span class="admonitionIcon_kALy"><svg viewBox="0 0 12 16"><path fill-rule="evenodd" d="M6.5 0C3.48 0 1 2.19 1 5c0 .92.55 2.25 1 3 1.34 2.25 1.78 2.78 2 4v1h5v-1c.22-1.22.66-1.75 2-4 .45-.75 1-2.08 1-3 0-2.81-2.48-5-5.5-5zm3.64 7.48c-.25.44-.47.8-.67 1.11-.86 1.41-1.25 2.06-1.45 3.23-.02.05-.02.11-.02.17H5c0-.06 0-.13-.02-.17-.2-1.17-.59-1.83-1.45-3.23-.2-.31-.42-.67-.67-1.11C2.44 6.78 2 5.65 2 5c0-2.2 2.02-4 4.5-4 1.22 0 2.36.42 3.22 1.19C10.55 2.94 11 3.94 11 5c0 .66-.44 1.78-.86 2.48zM4 14h5c-.23 1.14-1.3 2-2.5 2s-2.27-.86-2.5-2z"></path></svg></span>tip</div><div class="admonitionContent_S0QG"><p>This step can take some time. While you wait, feel free to join the official Slack channel to check for new releases,
ask questions, and engage with the community.
<a href="https://apache-superset.slack.com/join/shared_invite/zt-26ol9ge4y-kzUnSo9inRepOay0ufBTsA#/shared-invite/email" target="_blank" rel="noopener noreferrer">Click here to join.</a></p></div></div><h3 class="anchor anchorWithStickyNavbar_LWe7" id="5-start-using-superset">5. Start using Superset<a href="#5-start-using-superset" class="hash-link" aria-label="Direct link to 5. Start using Superset" title="Direct link to 5. Start using Superset"></a></h3><p>After configuring your fresh instance, head over to <a href="http://localhost:8080" target="_blank" rel="noopener noreferrer">http://localhost:8080</a> and
log in with the default created account:</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">username: admin</span><br></span><span class="token-line" style="color:#393A34"><span class="token plain">password: admin</span><br></span></code></pre><div class="buttonGroup__atx"><button type="button" aria-label="Copy code to clipboard" title="Copy" class="clean-btn"><span class="copyButtonIcons_eSgA" aria-hidden="true"><svg viewBox="0 0 24 24" class="copyButtonIcon_y97N"><path fill="currentColor" d="M19,21H8V7H19M19,5H8A2,2 0 0,0 6,7V21A2,2 0 0,0 8,23H19A2,2 0 0,0 21,21V7A2,2 0 0,0 19,5M16,1H4A2,2 0 0,0 2,3V17H4V3H16V1Z"></path></svg><svg viewBox="0 0 24 24" class="copyButtonSuccessIcon_LjdS"><path fill="currentColor" d="M21,7L9,19L3.5,13.5L4.91,12.09L9,16.17L19.59,5.59L21,7Z"></path></svg></span></button></div></div></div><h4 class="anchor anchorWithStickyNavbar_LWe7" id="-congratulations-superset-is-now-up-and-running-on-your-machine-">🎉 Congratulations! Superset is now up and running on your machine! 🎉<a href="#-congratulations-superset-is-now-up-and-running-on-your-machine-" class="hash-link" aria-label="Direct link to 🎉 Congratulations! Superset is now up and running on your machine! 🎉" title="Direct link to 🎉 Congratulations! Superset is now up and running on your machine! 🎉"></a></h4><h3 class="anchor anchorWithStickyNavbar_LWe7" id="wrapping-up">Wrapping Up<a href="#wrapping-up" class="hash-link" aria-label="Direct link to Wrapping Up" title="Direct link to Wrapping Up"></a></h3><p>Once you're done with Superset, you can stop and remove it just like any other container:</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">$ docker container rm -f superset</span><br></span></code></pre><div class="buttonGroup__atx"><button type="button" aria-label="Copy code to clipboard" title="Copy" class="clean-btn"><span class="copyButtonIcons_eSgA" aria-hidden="true"><svg viewBox="0 0 24 24" class="copyButtonIcon_y97N"><path fill="currentColor" d="M19,21H8V7H19M19,5H8A2,2 0 0,0 6,7V21A2,2 0 0,0 8,23H19A2,2 0 0,0 21,21V7A2,2 0 0,0 19,5M16,1H4A2,2 0 0,0 2,3V17H4V3H16V1Z"></path></svg><svg viewBox="0 0 24 24" class="copyButtonSuccessIcon_LjdS"><path fill="currentColor" d="M21,7L9,19L3.5,13.5L4.91,12.09L9,16.17L19.59,5.59L21,7Z"></path></svg></span></button></div></div></div><div class="theme-admonition theme-admonition-tip alert alert--success admonition_LlT9"><div class="admonitionHeading_tbUL"><span class="admonitionIcon_kALy"><svg viewBox="0 0 12 16"><path fill-rule="evenodd" d="M6.5 0C3.48 0 1 2.19 1 5c0 .92.55 2.25 1 3 1.34 2.25 1.78 2.78 2 4v1h5v-1c.22-1.22.66-1.75 2-4 .45-.75 1-2.08 1-3 0-2.81-2.48-5-5.5-5zm3.64 7.48c-.25.44-.47.8-.67 1.11-.86 1.41-1.25 2.06-1.45 3.23-.02.05-.02.11-.02.17H5c0-.06 0-.13-.02-.17-.2-1.17-.59-1.83-1.45-3.23-.2-.31-.42-.67-.67-1.11C2.44 6.78 2 5.65 2 5c0-2.2 2.02-4 4.5-4 1.22 0 2.36.42 3.22 1.19C10.55 2.94 11 3.94 11 5c0 .66-.44 1.78-.86 2.48zM4 14h5c-.23 1.14-1.3 2-2.5 2s-2.27-.86-2.5-2z"></path></svg></span>tip</div><div class="admonitionContent_S0QG"><p>You can use the same container more than once, as Superset will persist data locally. However, make sure to properly stop all
-processes by running Docker <code>stop</code> command. By doing so, you can avoid data corruption and/or loss of data.</p></div></div><h2 class="anchor anchorWithStickyNavbar_LWe7" id="whats-next">What's next?<a href="#whats-next" class="hash-link" aria-label="Direct link to What's next?" title="Direct link to What's next?"></a></h2><p>From this point on, you can head on to:</p><ul><li><a href="https://superset.apache.org/docs/creating-charts-dashboards/creating-your-first-dashboard" target="_blank" rel="noopener noreferrer">Create your first Dashboard</a></li><li><a href="https://superset.apache.org/docs/databases/installing-database-drivers" target="_blank" rel="noopener noreferrer">Connect to a Database</a></li><li><a href="https://superset.apache.org/docs/installation/configuring-superset/" target="_blank" rel="noopener noreferrer">Configure Superset</a></li></ul><p>Or just explore our Documentation!</p></div><footer class="theme-doc-footer docusaurus-mt-lg"><div class="theme-doc-footer-edit-meta-row row"><div class="col"><a href="https://github.com/apache/superset/tree/master/docs/docs/quickstart.mdx" target="_blank" rel="noreferrer noopener" class="theme-edit-this-page"><svg fill="currentColor" height="20" width="20" viewBox="0 0 40 40" class="iconEdit_Z9Sw" aria-hidden="true"><g><path d="m34.5 11.7l-3 3.1-6.3-6.3 3.1-3q0.5-0.5 1.2-0.5t1.1 0.5l3.9 3.9q0.5 0.4 0.5 1.1t-0.5 1.2z m-29.5 17.1l18.4-18.5 6.3 6.3-18.4 18.4h-6.3v-6.2z"></path></g></svg>Edit this page</a></div><div class="col lastUpdated_vwxv"></div></div></footer></article><nav class="pagination-nav docusaurus-mt-lg" aria-label="Docs pages"><a class="pagination-nav__link pagination-nav__link--prev" href="/docs/intro"><div class="pagination-nav__sublabel">Previous</div><div class="pagination-nav__label">Introduction</div></a><a class="pagination-nav__link pagination-nav__link--next" href="/docs/installation/installing-superset-using-docker-compose"><div class="pagination-nav__sublabel">Next</div><div class="pagination-nav__label">Installing Locally Using Docker Compose</div></a></nav></div></div><div class="col col--3"><div class="tableOfContents_bqdL thin-scrollbar theme-doc-toc-desktop"><ul class="table-of-contents table-of-contents__left-border"><li><a href="#1-get-superset" class="table-of-contents__link toc-highlight">1. Get Superset</a></li><li><a href="#2-start-superset" class="table-of-contents__link toc-highlight">2. Start Superset</a></li><li><a href="#3-create-an-account" class="table-of-contents__link toc-highlight">3. Create an account</a></li><li><a href="#4-configure-superset" class="table-of-contents__link toc-highlight">4. Configure Superset</a></li><li><a href="#5-start-using-superset" class="table-of-contents__link toc-highlight">5. Start using Superset</a></li><li><a href="#wrapping-up" class="table-of-contents__link toc-highlight">Wrapping Up</a></li><li><a href="#whats-next" class="table-of-contents__link toc-highlight">What's next?</a></li></ul></div></div></div></div></main></div></div><footer class="footer"><div class="container container-fluid"><div class="footer__bottom text--center"><div class="footer__copyright">
+processes by running Docker <code>stop</code> command. By doing so, you can avoid data corruption and/or loss of data.</p></div></div><h2 class="anchor anchorWithStickyNavbar_LWe7" id="whats-next">What's next?<a href="#whats-next" class="hash-link" aria-label="Direct link to What's next?" title="Direct link to What's next?"></a></h2><p>From this point on, you can head on to:</p><ul><li><a href="/docs/creating-charts-dashboards/creating-your-first-dashboard">Create your first Dashboard</a></li><li><a href="/docs/databases/installing-database-drivers">Connect to a Database</a></li><li><a href="/docs/installation/configuring-superset/">Configure Superset</a></li></ul><p>Or just explore our Documentation!</p></div><footer class="theme-doc-footer docusaurus-mt-lg"><div class="theme-doc-footer-edit-meta-row row"><div class="col"><a href="https://github.com/apache/superset/tree/master/docs/docs/quickstart.mdx" target="_blank" rel="noreferrer noopener" class="theme-edit-this-page"><svg fill="currentColor" height="20" width="20" viewBox="0 0 40 40" class="iconEdit_Z9Sw" aria-hidden="true"><g><path d="m34.5 11.7l-3 3.1-6.3-6.3 3.1-3q0.5-0.5 1.2-0.5t1.1 0.5l3.9 3.9q0.5 0.4 0.5 1.1t-0.5 1.2z m-29.5 17.1l18.4-18.5 6.3 6.3-18.4 18.4h-6.3v-6.2z"></path></g></svg>Edit this page</a></div><div class="col lastUpdated_vwxv"></div></div></footer></article><nav class="pagination-nav docusaurus-mt-lg" aria-label="Docs pages"><a class="pagination-nav__link pagination-nav__link--prev" href="/docs/intro"><div class="pagination-nav__sublabel">Previous</div><div class="pagination-nav__label">Introduction</div></a><a class="pagination-nav__link pagination-nav__link--next" href="/docs/installation/installing-superset-using-docker-compose"><div class="pagination-nav__sublabel">Next</div><div class="pagination-nav__label">Installing Locally Using Docker Compose</div></a></nav></div></div><div class="col col--3"><div class="tableOfContents_bqdL thin-scrollbar theme-doc-toc-desktop"><ul class="table-of-contents table-of-contents__left-border"><li><a href="#1-get-superset" class="table-of-contents__link toc-highlight">1. Get Superset</a></li><li><a href="#2-start-superset" class="table-of-contents__link toc-highlight">2. Start Superset</a></li><li><a href="#3-create-an-account" class="table-of-contents__link toc-highlight">3. Create an account</a></li><li><a href="#4-configure-superset" class="table-of-contents__link toc-highlight">4. Configure Superset</a></li><li><a href="#5-start-using-superset" class="table-of-contents__link toc-highlight">5. Start using Superset</a></li><li><a href="#wrapping-up" class="table-of-contents__link toc-highlight">Wrapping Up</a></li><li><a href="#whats-next" class="table-of-contents__link toc-highlight">What's next?</a></li></ul></div></div></div></div></main></div></div><footer class="footer"><div class="container container-fluid"><div class="footer__bottom text--center"><div class="footer__copyright">
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@@ -43,7 +43,7 @@
<img class="footer__divider" src="/img/community/line.png" alt="Divider">
<p>
<small>
- <a href="https://superset.apache.org/docs/security/" target="_blank" rel="noreferrer">Security</a> |
+ <a href="/docs/security/" target="_blank" rel="noreferrer">Security</a> |
<a href="https://www.apache.org/foundation/sponsorship.html" target="_blank" rel="noreferrer">Donate</a> |
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@@ -53,7 +53,7 @@
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-<script src="/assets/js/runtime~main.c16720db.js"></script>
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+<script src="/assets/js/main.ce18e882.js"></script>
</body>
</html>
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diff --git a/docs/security/cves/index.html b/docs/security/cves/index.html
index 69b481e..791ea7b 100644
--- a/docs/security/cves/index.html
+++ b/docs/security/cves/index.html
@@ -18,8 +18,8 @@
<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.fb442465.css">
-<link rel="preload" href="/assets/js/runtime~main.c16720db.js" as="script">
-<link rel="preload" href="/assets/js/main.f3802c3e.js" as="script">
+<link rel="preload" href="/assets/js/runtime~main.5d93ee42.js" as="script">
+<link rel="preload" href="/assets/js/main.ce18e882.js" as="script">
</head>
<body class="navigation-with-keyboard">
<script>!function(){function t(t){document.documentElement.setAttribute("data-theme",t)}var e=function(){var t=null;try{t=new URLSearchParams(window.location.search).get("docusaurus-theme")}catch(t){}return t}()||function(){var t=null;try{t=localStorage.getItem("theme")}catch(t){}return t}();t(null!==e?e:"light")}()</script><div id="__docusaurus">
@@ -35,7 +35,7 @@
<img class="footer__divider" src="/img/community/line.png" alt="Divider">
<p>
<small>
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+ <a href="/docs/security/" target="_blank" rel="noreferrer">Security</a> |
<a href="https://www.apache.org/foundation/sponsorship.html" target="_blank" rel="noreferrer">Donate</a> |
<a href="https://www.apache.org/foundation/thanks.html" target="_blank" rel="noreferrer">Thanks</a> |
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@@ -45,7 +45,7 @@
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diff --git a/docs/security/index.html b/docs/security/index.html
index cf89ec6..0ea5d29 100644
--- a/docs/security/index.html
+++ b/docs/security/index.html
@@ -18,8 +18,8 @@
<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.fb442465.css">
-<link rel="preload" href="/assets/js/runtime~main.c16720db.js" as="script">
-<link rel="preload" href="/assets/js/main.f3802c3e.js" as="script">
+<link rel="preload" href="/assets/js/runtime~main.5d93ee42.js" as="script">
+<link rel="preload" href="/assets/js/main.ce18e882.js" as="script">
</head>
<body class="navigation-with-keyboard">
<script>!function(){function t(t){document.documentElement.setAttribute("data-theme",t)}var e=function(){var t=null;try{t=new URLSearchParams(window.location.search).get("docusaurus-theme")}catch(t){}return t}()||function(){var t=null;try{t=localStorage.getItem("theme")}catch(t){}return t}();t(null!==e?e:"light")}()</script><div id="__docusaurus">
@@ -134,7 +134,7 @@
<img class="footer__divider" src="/img/community/line.png" alt="Divider">
<p>
<small>
- <a href="https://superset.apache.org/docs/security/" target="_blank" rel="noreferrer">Security</a> |
+ <a href="/docs/security/" target="_blank" rel="noreferrer">Security</a> |
<a href="https://www.apache.org/foundation/sponsorship.html" target="_blank" rel="noreferrer">Donate</a> |
<a href="https://www.apache.org/foundation/thanks.html" target="_blank" rel="noreferrer">Thanks</a> |
<a href="https://apache.org/events/current-event" target="_blank" rel="noreferrer">Events</a> |
@@ -144,7 +144,7 @@
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</div></div></div></footer></div>
-<script src="/assets/js/runtime~main.c16720db.js"></script>
-<script src="/assets/js/main.f3802c3e.js"></script>
+<script src="/assets/js/runtime~main.5d93ee42.js"></script>
+<script src="/assets/js/main.ce18e882.js"></script>
</body>
</html>
\ No newline at end of file
diff --git a/index.html b/index.html
index 4208e95..aeca7ca 100644
--- a/index.html
+++ b/index.html
@@ -18,8 +18,8 @@
<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.fb442465.css">
-<link rel="preload" href="/assets/js/runtime~main.c16720db.js" as="script">
-<link rel="preload" href="/assets/js/main.f3802c3e.js" as="script">
+<link rel="preload" href="/assets/js/runtime~main.5d93ee42.js" as="script">
+<link rel="preload" href="/assets/js/main.ce18e882.js" as="script">
</head>
<body class="navigation-with-keyboard">
<script>!function(){function t(t){document.documentElement.setAttribute("data-theme",t)}var e=function(){var t=null;try{t=new URLSearchParams(window.location.search).get("docusaurus-theme")}catch(t){}return t}()||function(){var t=null;try{t=localStorage.getItem("theme")}catch(t){}return t}();t(null!==e?e:"light")}()</script><div id="__docusaurus">
@@ -35,7 +35,7 @@
<img class="footer__divider" src="/img/community/line.png" alt="Divider">
<p>
<small>
- <a href="https://superset.apache.org/docs/security/" target="_blank" rel="noreferrer">Security</a> |
+ <a href="/docs/security/" target="_blank" rel="noreferrer">Security</a> |
<a href="https://www.apache.org/foundation/sponsorship.html" target="_blank" rel="noreferrer">Donate</a> |
<a href="https://www.apache.org/foundation/thanks.html" target="_blank" rel="noreferrer">Thanks</a> |
<a href="https://apache.org/events/current-event" target="_blank" rel="noreferrer">Events</a> |
@@ -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.c16720db.js"></script>
-<script src="/assets/js/main.f3802c3e.js"></script>
+<script src="/assets/js/runtime~main.5d93ee42.js"></script>
+<script src="/assets/js/main.ce18e882.js"></script>
</body>
</html>
\ No newline at end of file
diff --git a/markdown-page/index.html b/markdown-page/index.html
index 53ea94b..df94123 100644
--- a/markdown-page/index.html
+++ b/markdown-page/index.html
@@ -18,8 +18,8 @@
<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.fb442465.css">
-<link rel="preload" href="/assets/js/runtime~main.c16720db.js" as="script">
-<link rel="preload" href="/assets/js/main.f3802c3e.js" as="script">
+<link rel="preload" href="/assets/js/runtime~main.5d93ee42.js" as="script">
+<link rel="preload" href="/assets/js/main.ce18e882.js" as="script">
</head>
<body class="navigation-with-keyboard">
<script>!function(){function t(t){document.documentElement.setAttribute("data-theme",t)}var e=function(){var t=null;try{t=new URLSearchParams(window.location.search).get("docusaurus-theme")}catch(t){}return t}()||function(){var t=null;try{t=localStorage.getItem("theme")}catch(t){}return t}();t(null!==e?e:"light")}()</script><div id="__docusaurus">
@@ -35,7 +35,7 @@
<img class="footer__divider" src="/img/community/line.png" alt="Divider">
<p>
<small>
- <a href="https://superset.apache.org/docs/security/" target="_blank" rel="noreferrer">Security</a> |
+ <a href="/docs/security/" target="_blank" rel="noreferrer">Security</a> |
<a href="https://www.apache.org/foundation/sponsorship.html" target="_blank" rel="noreferrer">Donate</a> |
<a href="https://www.apache.org/foundation/thanks.html" target="_blank" rel="noreferrer">Thanks</a> |
<a href="https://apache.org/events/current-event" target="_blank" rel="noreferrer">Events</a> |
@@ -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.c16720db.js"></script>
-<script src="/assets/js/main.f3802c3e.js"></script>
+<script src="/assets/js/runtime~main.5d93ee42.js"></script>
+<script src="/assets/js/main.ce18e882.js"></script>
</body>
</html>
\ No newline at end of file
diff --git a/search/index.html b/search/index.html
index 4eb9698..81a34e7 100644
--- a/search/index.html
+++ b/search/index.html
@@ -18,8 +18,8 @@
<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.fb442465.css">
-<link rel="preload" href="/assets/js/runtime~main.c16720db.js" as="script">
-<link rel="preload" href="/assets/js/main.f3802c3e.js" as="script">
+<link rel="preload" href="/assets/js/runtime~main.5d93ee42.js" as="script">
+<link rel="preload" href="/assets/js/main.ce18e882.js" as="script">
</head>
<body class="navigation-with-keyboard">
<script>!function(){function t(t){document.documentElement.setAttribute("data-theme",t)}var e=function(){var t=null;try{t=new URLSearchParams(window.location.search).get("docusaurus-theme")}catch(t){}return t}()||function(){var t=null;try{t=localStorage.getItem("theme")}catch(t){}return t}();t(null!==e?e:"light")}()</script><div id="__docusaurus">
@@ -35,7 +35,7 @@
<img class="footer__divider" src="/img/community/line.png" alt="Divider">
<p>
<small>
- <a href="https://superset.apache.org/docs/security/" target="_blank" rel="noreferrer">Security</a> |
+ <a href="/docs/security/" target="_blank" rel="noreferrer">Security</a> |
<a href="https://www.apache.org/foundation/sponsorship.html" target="_blank" rel="noreferrer">Donate</a> |
<a href="https://www.apache.org/foundation/thanks.html" target="_blank" rel="noreferrer">Thanks</a> |
<a href="https://apache.org/events/current-event" target="_blank" rel="noreferrer">Events</a> |
@@ -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.c16720db.js"></script>
-<script src="/assets/js/main.f3802c3e.js"></script>
+<script src="/assets/js/runtime~main.5d93ee42.js"></script>
+<script src="/assets/js/main.ce18e882.js"></script>
</body>
</html>
\ No newline at end of file
