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Dashboard Apps

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Note

This is a Preview feature.

SingleStore Dashboard Apps enables users to create, publish, and manage real-time interactive dashboards through the Cloud Portal. It integrates with SingleStore Notebooks and uses Plotly's Dash framework. It helps in monitoring key metrics, exploring trends, and making data-driven decisions in real time.

Create and manage dashboard apps using the Cloud Portal.

Publish Dashboard Apps using the Cloud Portal

Create a Dashboard App

Dashboard Apps can be created for shared notebooks only. Create a dashboard app:

  1. Using Dashboards in the left navigation

    Navigate to Container Services > Dashboards to publish a dashboard using a shared notebook.

  2. Using Shared Notebooks

    1. Navigate to Editor > Shared.

    2. Select a shared notebook.

    3. Select Publish (on the top right).

New Dashboard App

After selecting Publish, a new dialog box appears.

Select Dashboard in Publish Settings dialog.

Publish Settings

Publish as

Select Dashboard.

Name

Enter a name of the dashboard app.

Description

Enter the dashboard app description.

Notebook

Select a shared notebook to publish as a dashboard app. The shared notebook is pre-selected when the dashboard app is published through notebooks.

Deployment

Select the SingleStore deployment (workspace) the notebook connects to.

Selecting a workspace allows connecting to the SingleStore databases referenced in the notebook natively. A dashboard app can be published without a deployment attached to it.

Runtime

Select a runtime from the following:

  • Small

  • Medium

  • GPU-T4

Note

This field is in preview.

Region

Select a region.

Idle Timeout

Select an idle timeout.

Note

This field is in preview.

Select Next.

View the summary of the dashboard app.

Select Publish to publish the notebook as a dashboard app.

Manage an Existing Dashboard App

To view an existing dashboard app, select Dashboards in the left navigation. Existing dashboard App can be managed by performing the following actions:

  • View

  • Update

  • Share

  • Delete

View an Existing Dashboard App

To view an existing dashboard app, select the dashboard app name under the Name column.

View the pubished dashboard app in Apps.

View the following details for each dashboard app:

View the dashboard after selecting the dashboard app name under Name column.

View the details of a dashboard app on the right navigation. Following actions can be performed for a dashboard app from this page:

  • View Dashboard in New Tab

  • View API Keys

  • View Live Logs

  • Share

  • Update

  • Delete

View API Keys

Refer to Aura App API Keys for related information.

View Live Logs

To view live logs of the selected dashboard app, select View Live Logs from the ellipsis on the right side. A new window appears, where the Timestamp and the message in the Body column can be viewed. View the Log JSON by selecting the eye icon.

Update an Existing Dashboard App

To update an existing dashboard app, select the ellipsis in the Actions column of the dashboard app, and select Update.

Update the details of dashboard in Dashboard settings.

A dashboard app can also be updated using the shared notebook.

Select Update Dashboard in the upper right in the notebook to update the dashboard details.

Select Update Dashboard and select Update.

Share an Existing Dashboard App

To share an existing dashboard app, select the ellipsis in the Actions column of the dashboard app, and select Share

Delete an Existing Dashboard App

To delete an existing dashboard app, select the ellipsis in the Actions column of the dashboard app, and select Delete.

Status of Dashboard Apps

Status

Description

Initializing

The notebook is creating or updating the dashboard.

Active

The dashboard is configured correctly. The notebook is successfully published as a dashboard.

Failed

The dashboard is not configured correctly. View the notebook snapshot to debug the failure.

Error

An error unrelated to the notebook code prevented the dashboard from initializing. Refer to Troubleshoot Dashboard Apps.

Troubleshoot Dashboard Apps

SingleStore automatically saves a snapshot of the notebook for each execution that fails. Navigate to Apps in the left navigation, select the dashboard, and download the snapshot associated with the failed dashboard to diagnose the error.

Error

Solution

Workspace Deleted

Update the dashboard and select a deployment.

Workspace Suspended

Resume the workspace or create a new dashboard with a different deployment.

Database Detached

Reattach the database with the right permissions or create a new dashboard with a different database.

Notebook Deleted/Not Present

Create a new dashboard with a different notebook.

Internal Errors/Misc

Reach out to SingleStore Support or use the chat feature in the Cloud Portal.

Last modified: November 27, 2025

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Verification instructions

Note: You must install cosign to verify the authenticity of the SingleStore file.

Use the following steps to verify the authenticity of singlestoredb-server, singlestoredb-toolbox, singlestoredb-studio, and singlestore-client SingleStore files that have been downloaded.

You may perform the following steps on any computer that can run cosign, such as the main deployment host of the cluster.

  1. (Optional) Run the following command to view the associated signature files.

    curl undefined

  2. Download the signature file from the SingleStore release server.

    • Option 1: Click the Download Signature button next to the SingleStore file.

    • Option 2: Copy and paste the following URL into the address bar of your browser and save the signature file.

    • Option 3: Run the following command to download the signature file.

      curl -O undefined

  3. After the signature file has been downloaded, run the following command to verify the authenticity of the SingleStore file.

    echo -n undefined |
        cosign verify-blob --certificate-oidc-issuer https://oidc.eks.us-east-1.amazonaws.com/id/CCDCDBA1379A5596AB5B2E46DCA385BC \
          --certificate-identity https://kubernetes.io/namespaces/freya-production/serviceaccounts/job-worker \
          --bundle undefined \
          --new-bundle-format -
    Verified OK

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