Hub
Pricing About
Collection

Getting started with Continuous Deployment for Data Science (CDDS) for Business Hub

CDDSMLOpsDevOpsProductionProductionize
+3

Browse example workflows, node explanations and further resources for learning about CDDS for Business Hub.

Nov 10, 2023 2:51 PM
Like

Introduction to CDDS

KNIME’s new CDDS extension for KNIME Business Hub adds the ability to automate the end-to-end process of deploying data science solutions safely into production - empowering large-scale dissemination of data-driven insights across the enterprise. Through its intuitive UI, users can easily deploy their data science workflows, check their validation status, as well as monitor and retrain them once in production, while administrators can oversee the entire deployment flow. The extension includes a set of KNIME workflows and flexible data apps that help administrators ensure only validated solutions are deployed. CDDS leverages key enterprise features of KNIME software such as integrated deployment, KNIME Hub spaces with defined execution contexts, workflow triggers, and more. The extension is customizable and allows for enterprise teams to add validation and governance capabilities, use the company-wide archival structure for auditability, or change monitoring and retraining strategies.
CDDS Documentation
The CDDS documentation includes instructions for installation and configuration along with user guidance.
Business Hub CDDS Guide
Install CDDS into KNIME Business Hub
Copy the install workflow for CDDS to your local KNIME Business Hub. Execute the workflow as a data app to install and configure CDDS.
Go to item
Workflow
Install CDDS using a KNIME data app
CDDSContinuous DeploymentSetup
+2
Install CDDS using a KNIME data appUse this workflow to install and configure CDDS on KNIME Business Hub.
Continuous Deployment for Data ScienceInstall CDDS into KNIME Business HubInstall CDDS using a KNIME data app (Hub v1.5 to v1.12)
0
knime

Make the most of CDDS with Integrated Deployment

KNIME’s Integrated Deployment capability enables the creation of workflows from workflows. Use Integrated Deployment to capture workflow segments to apply a model within the workflow that creates the model. Keeping the model creation and model application logic together in one workflow helps to automate the MLOps process. It also keeps the model creation and application logic always in sync.
Capture workflow segments and save them to a KNIME Hub space
Use the Integrated Deployment nodes within a KNIME workflow to generate workflows from a workflow. Use the capture nodes to capture segments of a workflow. Use the combiner and writer nodes to assemble a workflow and persist the results.
Node / ScopeStart
Capture Workflow Start

Marks the start of a to be captured workflow segment. Learn more

Node / ScopeEnd
Capture Workflow End

Marks the end of a to be captured workflow segment. Learn more

Node / Manipulator
Workflow Combiner

Allows to connect various workflows into one workflow. Learn more

Node / Sink
Workflow Writer

This node writes a workflow from a port object into a folder or an exported KNIME workflow (.knwf) archive. Learn more

Use these examples to get started with Integrated Deployment
These example workflows demonstrate the usage of the Integrated Deployment nodes within the KNIME Analytics Platform.
Go to item
Workflow
Integrated Deployment Example
Integrated DeploymentMicrosoft AuthenticationSharePoint
+1
This workflow shows the Integrated Deployment Extension nodes and how to combine them to perform different operations.
Examples09_Enterprise04_Integrated_Deployment04_Integrated_Deployment_Extension_Guide01_Integrated_Deployment_Example
1
knime
Go to item
Workflow
Captured Workflow Example
This is the workflow that is captured in the workflow Integrated Deployment Example in the same folder of this workflow.
Examples09_Enterprise04_Integrated_Deployment04_Integrated_Deployment_Extension_Guide02_Captured_Workflow_Example
0
knime
Learn more about Integrated Deployment with the following documentation.
Follow the links below to get started.
Integrated Deployment Introduction
Integrated Deployment Guide

Integrate your workflows with KNIME Business Hub

Several integration nodes have been added to KNIME to support interaction with KNIME Hub.
Connecting to KNIME Hub
Authenticate and connect to KNIME Hub.
Node / Source
KNIME Hub Authenticator

Authenticates against a KNIME Hub. The node output port allows nodes like the Space Connector to connect to the established Hub. Learn more

Node / Source
Space Connector

Provides a file system connection with access to a KNIME Hub Space, for example, the Private Space on My-KNIME-Hub. Learn more

Managing KNIME Hub deployments
Manage workflow deployments on KNIME Hub.
Node / Sink
Data App Deployment Creator

Creates a new Data App deployment for the selected workflow. Learn more

Node / Sink
Service Deployment Creator

Creates a new REST service deployment for the selected workflow. Learn more

KNIME
Open for Innovation

KNIME AG
Talacker 50
8001 Zurich, Switzerland
  • Software
  • Getting started
  • Documentation
  • Courses + Certification
  • Solutions
  • KNIME Hub
  • KNIME Forum
  • Blog
  • Events
  • Partner
  • Developers
  • KNIME Home
  • Careers
  • Contact us
Download KNIME Analytics Platform Read more about KNIME Business Hub
© 2025 KNIME AG. All rights reserved.
  • Trademarks
  • Imprint
  • Privacy
  • Terms & Conditions
  • Data Processing Agreement
  • Credits