Tutorial 4F: Scoring Pipeline Deployment to Apache NiFi

This tutorial is for Driverless AI; you will predict the cooling condition for a Hydraulic System Test Rig by deploying a MOJO Scoring Pipeline to Apache NiFi. 

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Select the "Read" button to begin. By the end of this tutorial, you will predict the cooling condition for a Hydraulic System Test Rig by deploying an embeddable MOJO Scoring Pipeline to Apache NiFi.
Prerequisites
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Select the "Read" button to begin. For this tutorial, you will need a Driverless AI environment on Aquarium with the Prebuilt Experiment from Tutorial 4A: Scoring Pipeline Deployment Introduction, a Driverless AI License, and completion of other Driverless AI tutorials.
Task 1: Set Up Environment
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Select the "Read" button to begin. At this point, you will create an environment directory structure. You will also need to set up Driverless AI MOJO requirements, prepare the test data, and set up your NiFi local cluster.
Task 2: NiFi and MOJO Scoring Pipeline Concepts
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Select the "Read" button to begin. In the concepts section, we cover the concept of embedding the MOJO into a custom NiFi processor. We also discuss how to open a custom NiFi Processor Code in Eclipse IDE. We also discuss the process for developing the custom NiFi Processor and how to add it to the NiFi products.
Task 3: Batch Scoring
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Select the "Read" button to begin. You will learn to do batch scoring with NiFi
Task 4: Real-Time Scoring
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Select the "Read" button to begin. You will learn how to do interactive scoring in NiFi
Task 5: Challenge
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Select the "Read" button to begin. You will be provided with some project ideas on how you can go further with your Scoring Pipeline Deployment knowledge. You can execute a new MOJO Scoring Pipeline for a New Dataset in NiFi, and you can also embed the Scoring Pipeline into an existing program.
Next Steps
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Select the "Read" button to begin. After you complete the tutorial, we provide you with extra resources on what to do next. If you want to further your learning on scoring pipeline deployment you can go to our next tutorials.
Appendix A: AI Glossary
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Select the "Read" button to begin. If there are terms in the tutorial that you want more clarification on like how it is relevant to H2O-3 or Driverless AI or a general definition, we provide you the link to the AI Glossary in H2O.ai Community.
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