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Read IoT sensor of a vibrating device and raise alerts

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Spark structured streaming implementation of an IoT preventative maintenance scenario involving:

  1. Read vibration thresholds (linear and angle accelerations) from a SAP system via REST API.
  2. Read data from a Kafka topic (the topic itsef is filled by NiFi with messages from IoT Hub in Azure cloud).
  3. Post data to an Azure Event Hub, to which a PowerBI realtime dashboard is attached.
  4. Assess incoming data against thresholds; if the latter are exceeded, post an alert to SAP system via REST API.

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Read IoT sensor of a vibrating device and raise alerts

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