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02_​Deploy_​as_​RESTservice

Deployment as REST Service

This workflow is configurable as a REST service. It receives a JSON file and transforms it back to a data table containing customer information. A pre-trained model is loaded and used to classify customer churn probabilities. The table with predictions attached is then converted back to JSON and send as output.

Input reading and model loading
Calculate churn probabilities
Generate output
REST service to perform churn predictions on customer data
Receiving input data through REST interface in JSON format Waiting for data ...
Container Input (JSON)
Convert to table
JSON to Table
Apply model and get predictions
Decision Tree Predictor
Transform to json
Table to JSON
Send predictions
Container Output (JSON)
Load trained prediction model
Model Reader

Nodes

Extensions

Links