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Growing a Data Pipeline for Analytics

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Roberto Agostino Vitillo
Roberto Agostino Vitillo

Growing a Data Pipeline for Analytics

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Growing a Data Pipeline for Analytics Roberto Vitillo, Staff Data Engineer @ Mozilla 26th PyData London Meetup
brew install apache-spark
Don’t do it yourself!
Input OutputETL Storage
JSON JSON?
JSON Parquet Spark, Hive, Pig …
JSON Parquet Spark, Hive, Pig … ???
“The easier it is to ask questions, the more questions will be asked”
Modern SQL supports Map, Arrays & Structs
JSON Parquet Spark, Hive, Pig … Presto, Re:dash
TLDR; • Don’t build your own pipeline unless you really have to • Use schemas • Exploit columnar storage • Use SQL

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