Chapter 3. Creating Visualizations Using Superset
A business analyst can create a wide array of visualizations to gather insights on streaming data. The platform supports over 30+ visualizations the business analyst can create. For visualization examples, see the Gallery of Superset Visualizations.
The general process for creating and viewing visualizations is as follows:
Whenever you add new data sources to Druid via a Stream App, perform the Refresh Druid Metadata action on the Superset menu.
Using the Superset Stream Insight UI, create one or more "slices". A slice is one business visualization associated with a data source (for example, Druid cube).
Using the Dashboard menu, add the slices to your dashboard and organize their layout.
Note | |
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When a SAM app streams data to a new cube using the Druid processor, it will take about 30 minutes for the cube to appear in Superset. This is because Superset has to wait for the first segment to be created in Druid. After the cube appears, users can analyze the streaming data immediately as it is streaming in. |
Creating Insight Slices
The following steps demonstrate a typical flow for creating a slice:
Choose Slices on the Menu.
Click
to create a new Slice.Select the Druid Data Source that you want to use for the new visualization:
Select a Chart Type from the menu.
The following example creates a "Sunburst" visualization of rolling up multiple dimensions like route, eventType, and driver info..
Configure the chart and click Execute Query
Another visualization could be integration with MapBox Here we are mapping where violations are occurring the most based on the lat/long location of the event
To save the slice, specify a name and name and click Save.
Adding Insight Slices to a Dashboard
After you create slices, you can organize them into a dashboards:
Click the Dashboard menu item.
Click
to create a new Dashboard.Configure the dashboard: specify a name and the slices to include in the Dashboard.
Arrange the slices on the dashboard as desired, and then click Save.
Dashboards for the Trucking IOT App
The IOT Trucking application that we implemented using the Stream Builder streams violation events, alerts, and predictions into three cubes:
violation-events-cube
alerts-speeding-drivers-cube
alerts-violation-predictions-cube
Based on the powerful visualizations that SuperSet offers, you can create the following powerful dashboards in minutes.
IoT Dashboard
Alerts Dashboard