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from 2025 to 2030. Several tools and technologies are commonly used to manage data pipelines: Apache Airflow: This open-source platform allows users to author, schedule, and monitor workflows programmatically. Among these tools, ApacheHadoop, Apache Spark, and Apache Kafka stand out for their unique capabilities and widespread usage.
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