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CONTEXT
This prompt focuses on leveraging big data technologies such as Hadoop and Spark to optimize data processing workflows within data lakes.
OBJECTIVE
The goal is to create a comprehensive understanding of data management strategies that enable efficient data processing and analytics in large-scale environments.
FORMAT
The output should include structured data representations, code examples, and best practices for utilizing Hadoop and Spark in a data lake context.
EXAMPLES
For instance, demonstrate how to ingest data into a Hadoop ecosystem and process it using Spark, or show how to optimize data storage in a data lake for better query performance using these technologies.
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