Hands--On Exercise #5: Extending Pig with Streaming and UDFs 30
Hands--On Exercise #6: Running Hive Queries from the Shell, Scripts, and Hue 35
Hands--On Exercise #7: Data Management with Hive 40
Hands--On Exercise #8: Gaining Insight with Sentiment Analysis (Optional) 47
Hands--On Exercise #9: Data Transformation with Hive 51
Hands--OnExercise #10: Interactive Analysis with Impala 59
Data Model Reference 65
Regular Expression Reference 69
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