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With Amazon EMR, which provides fully managed environments like ApacheHadoop and Spark, we were able to process data faster. The data preprocessing batches were created by writing a shell script to run Amazon EMR through AWS Command Line Interface (AWS CLI) commands, which we registered to Airflow to run at specific intervals.
General Purpose Tools These tools help manage the unstructured data pipeline to varying degrees, with some encompassing data collection, storage, processing, analysis, and visualization. DagsHub's DataEngine DagsHub's DataEngine is a centralized platform for teams to manage and use their datasets effectively.
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