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Can Apache Beam replace Apache Spark?

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Apache Beam and Apache Spark are both powerful distributed computing frameworks, but they have different focuses and strengths. Apache Spark is more established and has a larger ecosystem, while Apache Beam focuses more on unified batch and streaming data processing. Whether Apache Beam can replace Apache...
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Apache Beam and Apache Spark are both powerful distributed computing frameworks, but they have different focuses and strengths. Apache Spark is more established and has a larger ecosystem, while Apache Beam focuses more on unified batch and streaming data processing. Whether Apache Beam can replace Apache Spark depends on your specific use case and requirements. If you need flexibility across different execution engines and want a unified programming model for batch and streaming processing, Apache Beam might be a good fit. However, if you require features specific to Apache Spark or already have a Spark-based infrastructure in place, sticking with Spark might be more appropriate. read less
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