Dataiku Cloud Stacks for Azure

This setup allows you to deploy a fully-managed Dataiku setup on Azure. The setup comes fully-featured with Elastic AI, advanced security, R support, auto-healing setup, …

Everything is deployed in your cloud tenant, Dataiku does not have access to your data.

• Conceptual overview
  • Fleet Manager (FM)
  • Instance
  • Instance template
  • Virtual network
  • Load balancer
  • Account
  • Agent
• Guided setup 1: Deploy in a new VNet with Elastic Compute
  • Description
  • Prerequisites
  • Steps
    • Create a managed identity for your Fleet Manager instance
    • Create a managed identity for your DSS instances
    • Deploy Fleet Manager
    • Start your first DSS
    • (Optional) Start your first Elastic compute cluster
      • Deploy your Elastic Compute cluster
  • Troubleshooting
    • “Tenant ID, application ID, principal ID, and scope are not allowed to be updated (code: RoleAssignmentUpdateNotPermitted)”
    • “The requested identity has not been assigned to this resource”
• Global settings
  • Azure authentication
  • License
  • HTTP proxy
• Virtual networks
  • Networking requirements
  • Creation
  • Edition
    • Public IP address
    • DNS Strategy
    • HTTPS configuration
      • None
      • Self-signed certificate
      • Custom certificate for each instance
        • Let’s Encrypt
• Instance templates and setup actions
  • SSH Key
  • User-assigned managed identities
    • Atypical options
  • Setup actions
    • Add authorized SSH key
    • Install system packages
    • Set advanced security
    • Install a JDBC driver
    • Run Ansible tasks
    • Setup Kubernetes and Spark-on-Kubernetes
    • Add environment variables
    • Add properties
    • Add SSH keys
    • Setup proxy
    • Add Certificate Authority to Dataiku DSS truststore
    • Install code env with Visual ML preset
• Instances
  • Dashboard
  • Lifecycle
    • Provisioning
    • Deprovisioning
  • Data management
  • Settings
    • General settings
    • SSL settings
      • None (HTTP only)
      • Self-signed certificates
      • Certificate/key for each instance
        • Enter key
        • Secret stored in Key Vault
        • Certificated stored in Key Vault
      • Generate certificates using Let’s Encrypt
  • Operations
• Upgrades of DSS instances
  • Updating the list of available versions
• Backup and restore of DSS instances
  • Manual snapshots
  • Automated snapshots
• Load balancers
  • Dashboard
  • Lifecycle
    • Provisioning
    • Updating
    • Deprovisioning
  • Settings
    • Virtual network
      • Virtual network HTTPS strategy
    • Node mappings
    • Load balancer tier
    • Public IP mode
    • Certificate mode
• High availability
  • Load balancing
  • Deployer infrastructures
• Multi-region and multi-account support
  • Multi-account support
  • Multi-region support
  • Combining Multi-region and Multi-account
• Upgrading FM
  • Description
  • Steps
    • Stop Fleet Manager server
    • Backup Fleet Manager’s data disk
    • Delete the existing server
    • Create the new stack
  • Troubleshooting
    • PostgreSQL related error messages
    • DSS machines seem unresponsive
• Single Sign-On
  • Users database
  • OpenID Connect
    • About OIDC
      • Glossary
      • Compatibility
      • OIDC features supported by FM
      • How OIDC looks like with FM
    • Setup OIDC in FM
      • Registering a service provider entry for FM on the identity provider.
      • Configuring FM for OIDC authentication.
        • IDP configuration
        • OIDC Client configuration
        • Examples of scopes by IDPs
      • Mapping to the FM user
      • User Supplier
      • Testing OIDC SSO
  • SAML
    • About SAML
      • Compatibility
    • Setup SAML in FM
      • Registering a service provider entry for FM on the identity provider.
      • Configuring FM for SAML authentication.
        • Optional: configuring signed requests
      • Choosing the login attribute
      • Login remapping rules
      • User Supplier
      • Testing SAML SSO
• Tagging on Dataiku Cloud Stacks
  • Limitations
  • Azure specific requirements
• Howto: Install a script on your Fleet Manager to be run at VM restart time
  • Overview
  • Installing scripts
  • Script examples
    • Deprovision DSS nodes for the night
      • Overview
      • Script
    • Provision DSS nodes in the morning
      • Overview
      • Script