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01_​Integrated_​Deployment_​Example

Integrated Deployment Example

This workflow shows the Integrated Deployment Extension nodes and how to combine them to perform different operations.

The Capture Workflow Start/End nodes capture some parts of the workflow, that are then combined with the use of the Workflow Combiner node.

The resulting captured workflow is then saved by:
- Writing it locally or to a remote file system with the Workflow Writer node
- Deploying it to KNIME Server

Finally, the captured workflow is executed:
- Locally with the Workflow Executor node
- From KNIME Server with the Call Workflow (Table Based) node

Custom Data Preprocessing Test set application of model Remote connections Execute captured workflowBy adding a connection port to the Workflow Reader it is possibleto read in a workflow saved or deployed to a remote file systemlike KNIME Server or SharePoint Online and execute theworkflow locally via the Workflow Executor node. Write captured workflow Read some dataLabel forSegment ASegmentDataLabel forSegment B80%vs. 20%Read input datafor captured workflowWrite workflowlocallyWrite workflowto remote file systemWrite workflowto KNIME ServerRead workflow locally removing I/O nodesExecute production workflowwith new input dataRead input datafor captured workflowExecute on KNIME Server captured workflowdeployed to KNIME ServerCSV Reader CaptureWorkflow Start ConstantValue Column Concatenate Rule-basedRow Splitter Decision TreePredictor ConstantValue Column CaptureWorkflow End Partitioning DecisionTree Learner CaptureWorkflow Start CaptureWorkflow End Workflow Combiner MicrosoftAuthentication SharePointOnline Connector CSV Reader Workflow Writer Workflow Writer KNIME ServerConnector Deploy Workflowto Server Workflow Reader Workflow Executor CSV Reader Call Workflow(Table Based) Custom Data Preprocessing Test set application of model Remote connections Execute captured workflowBy adding a connection port to the Workflow Reader it is possibleto read in a workflow saved or deployed to a remote file systemlike KNIME Server or SharePoint Online and execute theworkflow locally via the Workflow Executor node. Write captured workflow Read some dataLabel forSegment ASegmentDataLabel forSegment B80%vs. 20%Read input datafor captured workflowWrite workflowlocallyWrite workflowto remote file systemWrite workflowto KNIME ServerRead workflow locally removing I/O nodesExecute production workflowwith new input dataRead input datafor captured workflowExecute on KNIME Server captured workflowdeployed to KNIME ServerCSV Reader CaptureWorkflow Start ConstantValue Column Concatenate Rule-basedRow Splitter Decision TreePredictor ConstantValue Column CaptureWorkflow End Partitioning DecisionTree Learner CaptureWorkflow Start CaptureWorkflow End Workflow Combiner MicrosoftAuthentication SharePointOnline Connector CSV Reader Workflow Writer Workflow Writer KNIME ServerConnector Deploy Workflowto Server Workflow Reader Workflow Executor CSV Reader Call Workflow(Table Based)

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