Comments (3)
Thanks for the suggestion. We may consider Flink in the future, however, I am not sure about Beam.
I am curious have you seen beam performing well compared to native Flink and Spark? I personally didn't have much positive experience with Beam. And the streaming first philosophy may be the fundamental problem in my opinion.
I'd love to learn different opinion from you.
Thanks!
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+1, this feature request would be interesting to explore.
And the streaming first philosophy may be the fundamental problem in my opinion.
I wouldn't describe Beam as streaming-first, Beam uses a unified model that allows expressing both batch and streaming pipelines from inception. However Dataframe and SQL support was added to Beam relatively recently, and gaps in these api surfaces might be main blockers for a successful integration.
I am curious have you seen beam performing well compared to native Flink and Spark?
It depends on a usecase but here is an example https://medium.com/google-cloud/yahoo-benchmarks-dataflow-vs-b189c809ff49.
Beam has a Dataframe API available in Python SDK (beam.apache.org/documentation/dsls/dataframes/overview), and a SQLTransform https://beam.apache.org/documentation/dsls/sql/overview/ in Java SDK but also available in Python SDK via cross-language framework. It sounds like those APIs could be used to integrate with Fugue.
I expect there will be gaps in Beam's Dataframe implementation but we'd have more information if we identified them.
I imagine Fugue has some test suite that validates an execution engine, some a minimum set of tests that should pass before an engine can be onboarded. It would be interesting to know what tests from such suite would pass or not pass when using Beam.
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