deploy model to get results row by row for streaming input

I want to iterate over a sample of test records and generate the predictions row by row instead of all at the same time. This is to replicate predictive maintenance behavior where data may come after every 5 seconds from sensors and we have to predict one row at a time. Process is created with RM Studio 10.1 and api created with AI Hub 10.x <?xml version="1.0" encoding="UTF-8"?>

age 25 education 10th gender Male hours-per-week 40 marital-status Never-married occupation Farming-fishing relationship Not-in-family workclass Private