Consuming the H2O model in the deployment application
In this section, we'll see how to visualize and export the forecasts in the deployment workflow. We'll see how to send the price prediction information via email and log it in a .csv
file.
These steps are implemented in the deployment workflow (Figure 14.4, accessible on KNIME Hub at https://kni.me/w/4JrfiNV6NrqE7VKo). The last steps in the workflow are shown here. Like the data preparation steps, the steps of data exportation are referencing the original Stock Prediction application available on KNIME Hub (accessible via https://kni.me/s/_uV1ed73_uOJW5jz).
Figure 14.11 – Visualizing and exporting forecasts in the deployment workflow
The final steps in the deployment workflow are the following:
- Firstly, the workflow filter out the missing values that exist if the price history could not be accessed for a stock symbol, and sorts the stock symbols in descending order based...