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Structured Streaming app that can read files from the local system folder as new files are added to the folder as stream data and apply all the operations on the new data and, finally, write the results in an output directory.
Ingesting real-time Twitter API using tweepy into Kafka and process using Apache Spark Structured Streaming with Sentiment Analysis TextBlob before loading into time-series database, InfluxDB and monitoring dashboard, Grafana
A structured streaming was applied to the robot data from ROS-Gazebo simulation environment using Apache Spark. Data is collected in Kafka, analyzed by Apache Spark and stored in Cassandra.