Part 3 - Initialize airflow and explore UI | Airflow Tutorial | Automate EMR Jobs with Airflow
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- Опубликовано: 7 сен 2024
- #dataengineering #emr #airflow #spark #pyspark #aws #etlpipeline #redfin
In this video, I explained how to use airflow to automate EMR jobs. I showed you how to create EMR cluster, poll the states of the EMR, add EMR steps and terminate the EMR cluster. Airflow was used to orchestrate the entire ETL pipeline.
The EMR steps involved extracting redfin data from the redfin datacenter web address and then performed a transformation step on the data. Both the raw data and the transformed data were loaded unto an S3 bucket.
Apache Airflow is an open-source platform used for orchestrating and scheduling workflows of tasks and data pipelines.
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#dataengineering #emr #airflow #spark #pyspark #aws #etlpipeline #redfin