13 KiB
title | slug |
---|---|
Superset | /connectors/dashboard/superset |
Superset
Stage | PROD |
---|---|
Dashboards | {% icon iconName="check" /%} |
Charts | {% icon iconName="check" /%} |
Owners | {% icon iconName="check" /%} |
Tags | {% icon iconName="cross" /%} |
Lineage | {% icon iconName="check" /%} |
In this section, we provide guides and references to use the Superset connector.
Configure and schedule Superset metadata and profiler workflows from the OpenMetadata UI:
If you don't want to use the OpenMetadata Ingestion container to configure the workflows via the UI, then you can check the following docs to connect using Airflow SDK or with the CLI.
{% tilesContainer %}
{% tile title="Ingest with Airflow" description="Configure the ingestion using Airflow SDK" link="/connectors/dashboard/superset/airflow" / %} {% tile title="Ingest with the CLI" description="Run a one-time ingestion using the metadata CLI" link="/connectors/dashboard/superset/cli" / %}
{% /tilesContainer %}
Requirements
{%inlineCallout icon="description" bold="OpenMetadata 0.12 or later" href="/deployment"%} To deploy OpenMetadata, check the Deployment guides. {%/inlineCallout%}
To run the Ingestion via the UI you'll need to use the OpenMetadata Ingestion Container, which comes shipped with custom Airflow plugins to handle the workflow deployment.
The ingestion also works with Superset 2.0.0 🎉
Note:
API Connection: To extract metadata from Superset via API, user must have at least can read on Chart
& can read on Dashboard
permissions.
Database Connection: To extract metadata from Superset via MySQL or Postgres database, database user must have at least SELECT
priviledge on dashboards
& slices
tables within superset schema.
Metadata Ingestion
{% stepsContainer %}
{% step srNumber=1 %}
{% stepDescription title="1. Visit the Services Page" %}
The first step is ingesting the metadata from your sources. Under Settings, you will find a Services link an external source system to OpenMetadata. Once a service is created, it can be used to configure metadata, usage, and profiler workflows.
To visit the Services page, select Services from the Settings menu.
{% /stepDescription %}
{% stepVisualInfo %}
{% image src="/images/v0.13.3/openmetadata/connectors/visit-services.png" alt="Visit Services Page" caption="Find Dashboard option on left panel of the settings page" /%}
{% /stepVisualInfo %}
{% /step %}
{% step srNumber=2 %}
{% stepDescription title="2. Create a New Service" %}
Click on the 'Add New Service' button to start the Service creation.
{% /stepDescription %}
{% stepVisualInfo %}
{% image src="/images/v0.13.3/openmetadata/connectors/create-service.png" alt="Create a new service" caption="Add a new Service from the Dashboard Services page" /%}
{% /stepVisualInfo %}
{% /step %}
{% step srNumber=3 %}
{% stepDescription title="3. Select the Service Type" %}
Select Superset as the service type and click Next.
{% /stepDescription %}
{% stepVisualInfo %}
{% image src="/images/v0.13.3/openmetadata/connectors/superset/select-service.png" alt="Select Service" caption="Select your service from the list" /%}
{% /stepVisualInfo %}
{% /step %}
{% step srNumber=4 %}
{% stepDescription title="4. Name and Describe your Service" %}
Provide a name and description for your service as illustrated below.
Service Name
OpenMetadata uniquely identifies services by their Service Name. Provide a name that distinguishes your deployment from other services, including the other {connector} services that you might be ingesting metadata from.
{% /stepDescription %}
{% stepVisualInfo %}
{% image src="/images/v0.13.3/openmetadata/connectors/superset/add-new-service.png" alt="Add New Service" caption="Provide a Name and description for your Service" /%}
{% /stepVisualInfo %}
{% /step %}
{% step srNumber=5 %}
{% stepDescription title="5. Configure the Service Connection" %}
In this step, we will configure the connection settings required for this connector. Please follow the instructions below to ensure that you've configured the connector to read from your superset service as desired.
{% /stepDescription %}
{% stepVisualInfo %}
{% image src="/images/v0.13.3/openmetadata/connectors/superset/service-connection.png" alt="Configure service connection" caption="Configure the service connection by filling the form" /%}
{% /stepVisualInfo %}
{% /step %}
{% extraContent parentTagName="stepsContainer" %}
Connection Options
-
Host and Port: The
Host and Post
parameter is common for all three modes of authentication which specifies the host and port of the Superset instance. This should be specified as a string in the formathttp://hostname:port
orhttps://hostname:port
. For example, you might set the hostPort parameter tohttps://org.superset.com:8088
. -
Superset Connection: Add the connection details to fetch metadata from Superset either through APIs or Database.
For Superset API Connection
Superset API connection is the default mode of authentication where we fetch the metadata using Superset APIs.
Note: Superset only supports basic or ldap authentication through APIs so if you have SSO enabled on your Superset instance then this mode of authentication will not work for you and you can opt for MySQL or Postgres Connection to fetch metadata directly from the database in the backend of Superset.
- Username: Username to connect to Superset, for ex.
user@organization.com
. This user should have access to relevant dashboards and charts in Superset to fetch the metadata. - Password: Password of the user account to connect with Superset.
- Provider: Choose between
db
(default) orldap
mode of Authentication provider for the Superset service. This parameter is used internally to connect to Superset's REST API.
For MySQL Connection
You can use Mysql Connection when you have SSO enabled and your Superset is backed by Mysql database.
- Username: Specify the User to connect to MySQL. It should have enough privileges to read all the metadata. Make sure the user has select privileges on
dashboards
,tables
&slices
tables of superset schema. - Password: Password to connect to MySQL.
- Host and Port: Enter the fully qualified hostname and port number for your MySQL deployment in the Host and Port field.
- databaseSchema: Enter the database schema which is associated with the Superset instance..
- Connection Options (Optional): Enter the details for any additional connection options that can be sent to Athena during the connection. These details must be added as Key-Value pairs.
- Connection Arguments (Optional): Enter the details for any additional connection arguments such as security or protocol configs that can be sent to Athena during the connection. These details must be added as Key-Value pairs.
- In case you are using Single-Sign-On (SSO) for authentication, add the
authenticator
details in the Connection Arguments as a Key-Value pair as follows:"authenticator" : "sso_login_url"
- In case you are using Single-Sign-On (SSO) for authentication, add the
For Postgres Connection
You can use Postgres Connection when you have SSO enabled and your Superset is backed by Postgres database.
- Username: Specify the User to connect to Postgres. Make sure the user has select privileges on
dashboards
,tables
&slices
tables of superset schema. - Password: Password to connect to Postgres.
- Host and Port: Enter the fully qualified hostname and port number for your Postgres deployment in the Host and Port field.
- Database: Initial Postgres database to connect to. Specify the name of database associated with Superset instance.
- Connection Options (Optional): Enter the details for any additional connection options that can be sent to Postgres during the connection. These details must be added as Key-Value pairs.
- Connection Arguments (Optional): Enter the details for any additional connection arguments such as security or protocol configs that can be sent to Postgres during the connection. These details must be added as Key-Value pairs.
- In case you are using Single-Sign-On (SSO) for authentication, add the
authenticator
details in the Connection Arguments as a Key-Value pair as follows:"authenticator" : "sso_login_url"
- In case you are using Single-Sign-On (SSO) for authentication, add the
{% /extraContent %}
{% step srNumber=6 %}
{% stepDescription title="6. Test the Connection" %}
Once the credentials have been added, click on Test Connection
and Save
the changes.
{% /stepDescription %}
{% stepVisualInfo %}
{% image src="/images/v0.13.3/openmetadata/connectors/test-connection.png" alt="Test Connection" caption="Test the connection and save the Service" /%}
{% /stepVisualInfo %}
{% /step %}
{% step srNumber=7 %}
{% stepDescription title="7. Configure Metadata Ingestion" %}
In this step we will configure the metadata ingestion pipeline, Please follow the instructions below
{% /stepDescription %}
{% stepVisualInfo %}
{% image src="/images/v0.13.3/openmetadata/connectors/configure-metadata-ingestion-dashboard.png" alt="Configure Metadata Ingestion" caption="Configure Metadata Ingestion Page" /%}
{% /stepVisualInfo %}
{% /step %}
{% extraContent parentTagName="stepsContainer" %}
Metadata Ingestion Options
- Name: This field refers to the name of ingestion pipeline, you can customize the name or use the generated name.
- Dashboard Filter Pattern (Optional): Use to dashboard filter patterns to control whether or not to include dashboard as part of metadata ingestion.
- Include: Explicitly include dashboards by adding a list of comma-separated regular expressions to the Include field. OpenMetadata will include all dashboards with names matching one or more of the supplied regular expressions. All other dashboards will be excluded.
- Exclude: Explicitly exclude dashboards by adding a list of comma-separated regular expressions to the Exclude field. OpenMetadata will exclude all dashboards with names matching one or more of the supplied regular expressions. All other dashboards will be included.
- Chart Pattern (Optional): Use to chart filter patterns to control whether or not to include charts as part of metadata ingestion.
- Include: Explicitly include charts by adding a list of comma-separated regular expressions to the Include field. OpenMetadata will include all charts with names matching one or more of the supplied regular expressions. All other charts will be excluded.
- Exclude: Explicitly exclude charts by adding a list of comma-separated regular expressions to the Exclude field. OpenMetadata will exclude all charts with names matching one or more of the supplied regular expressions. All other charts will be included.
- Database Service Name (Optional): Enter the name of Database Service which is already ingested in OpenMetadata to create lineage between dashboards and database tables.
- Enable Debug Log (toggle): Set the Enable Debug Log toggle to set the default log level to debug, these logs can be viewed later in Airflow.
{% /extraContent %}
{% step srNumber=8 %}
{% stepDescription title="8. Schedule the Ingestion and Deploy" %}
Scheduling can be set up at an hourly, daily, or weekly cadence. The timezone is in UTC. Select a Start Date to schedule for ingestion. It is optional to add an End Date.
Review your configuration settings. If they match what you intended, click Deploy to create the service and schedule metadata ingestion.
If something doesn't look right, click the Back button to return to the appropriate step and change the settings as needed.
After configuring the workflow, you can click on Deploy to create the pipeline.
{% /stepDescription %}
{% stepVisualInfo %}
{% image src="/images/v0.13.3/openmetadata/connectors/schedule.png" alt="Schedule the Workflow" caption="Schedule the Ingestion Pipeline and Deploy" /%}
{% /stepVisualInfo %}
{% /step %}
{% step srNumber=9 %}
{% stepDescription title="9. View the Ingestion Pipeline" %}
Once the workflow has been successfully deployed, you can view the Ingestion Pipeline running from the Service Page.
{% /stepDescription %}
{% stepVisualInfo %}
{% image src="/images/v0.13.3/openmetadata/connectors/view-ingestion-pipeline.png" alt="View Ingestion Pipeline" caption="View the Ingestion Pipeline from the Service Page" /%}
{% /stepVisualInfo %}
{% /step %}
{% /stepsContainer %}
Troubleshooting
Workflow Deployment Error
If there were any errors during the workflow deployment process, the Ingestion Pipeline Entity will still be created, but no workflow will be present in the Ingestion container.
-
You can then edit the Ingestion Pipeline and Deploy it again.
-
From the Connection tab, you can also Edit the Service if needed.
{% image src="/images/v0.13.3/openmetadata/connectors/workflow-deployment-error.png" alt="Workflow Deployment Error" caption="Edit and Deploy the Ingestion Pipeline" /%}