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Connect to Dataiku

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Dataiku is an end-to-end AI platform for data preparation, Mosaic AutoML, and MLOps. You can integrate your Databricks SQL warehouses and Azure Databricks clusters with Dataiku.

Connect to Dataiku using Partner Connect

Note

Partner Connect only supports SQL warehouses for Dataiku. To connect a cluster to Dataiku, connect to Dataiku manually.

To connect your Azure Databricks workspace to Dataiku using Partner Connect, do the following:

  1. In the sidebar, click Partner Connect button Partner Connect.

  2. Click the partner tile.

    Note

    If the Dataiku tile has a check mark icon inside it, an administrator has already used Partner Connect to connect Dataiku to your workspace. Skip to step 5. The partner uses the email address for your Azure Databricks account to prompt you to sign in to your existing Dataiku account.

  3. Select a catalog from the drop-down list, and then click Next.

    Note

    If your workspace is Unity Catalog-enabled, but the partner doesn’t support Unity Catalog with Partner Connect, the workspace default catalog is used. If your workspace isn’t Unity Catalog-enabled, hive_metastore is used.

  4. Select a schema from the drop-down list, and then click Add. You can repeat this step to add multiple schemas.

  5. Click Next.

    Partner Connect creates the following resources in your workspace:

    Partner Connect also grants the following privileges to the <PARTNER>_USER service principal:

    • (Unity Catalog)USE CATALOG: Required to interact with objects within the selected catalog.
    • (Unity Catalog) USE SCHEMA: Grants the ability to read the schemas you selected.
    • (Unity Catalog)CREATE SCHEMA: Grants the ability to create schemas in the selected catalog.
    • (Legacy Hive metastore) USAGE: Required to interact with objects within hive_metastore and the selected schemas.
    • (Legacy Hive metastore) CREATE: Grants the ability to create a schema in hive_metastore.
    • (Legacy Hive metastore) READ_METADATA: Grants the ability to read metadata for the schemas you selected.
    • (Legacy Hive metastore) SELECT: Grants the ability to read the schemas you selected.

  6. Click Next.

    The Email box displays the email address for your Azure Databricks account. Dataiku uses this email address to prompt you to either create a new partner account or sign in to your existing partner account.

  7. Click Connect to Dataiku or Sign in.

    A new tab opens in your web browser, which displays the Dataiku website.

  8. Complete the on-screen instructions on the Dataiku website to create your trial Dataiku account or sign in to your existing Dataiku account.

Connect to Dataiku manually

This section describes how to connect an existing SQL warehouse or cluster in your Azure Databricks workspace to Dataiku manually.

Note

For Databricks SQL warehouses, you can connect to Dataiku using Partner Connect to simplify the experience.

Requirements

Before you connect to Dataiku manually, you need the following:

  • A cluster or SQL warehouse in your Azure Databricks workspace.

  • The connection details for your cluster or SQL warehouse, specifically the Server Hostname, Port, and HTTP Path values.

  • An Azure Databricks personal access token or a Microsoft Entra ID (formerly Azure Active Directory) token.. To create a personal access token, do the following:

    1. In your Azure Databricks workspace, click your Azure Databricks username in the top bar, and then select Settings from the drop down.
    2. Click Developer.
    3. Next to Access tokens, click Manage.
    4. Click Generate new token.
    5. (Optional) Enter a comment that helps you to identify this token in the future, and change the token’s default lifetime of 90 days. To create a token with no lifetime (not recommended), leave the Lifetime (days) box empty (blank).
    6. Click Generate.
    7. Copy the displayed token to a secure location, and then click Done.

    Note

    Be sure to save the copied token in a secure location. Do not share your copied token with others. If you lose the copied token, you cannot regenerate that exact same token. Instead, you must repeat this procedure to create a new token. If you lose the copied token, or you believe that the token has been compromised, Databricks strongly recommends that you immediately delete that token from your workspace by clicking the trash can (Revoke) icon next to the token on the Access tokens page.

    If you are not able to create or use tokens in your workspace, this might be because your workspace administrator has disabled tokens or has not given you permission to create or use tokens. See your workspace administrator or the following topics:

    Note

    As a security best practice, when you authenticate with automated tools, systems, scripts, and apps, Databricks recommends that you use personal access tokens belonging to service principals instead of workspace users. To create tokens for service principals, see Manage tokens for a service principal.

Steps to connect

To connect to Dataiku manually, follow Databricks in the Dataiku documentation.

Additional resources

Explore the following Dataiku resources: