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Apache Beam vs dplyr

Apache Beam logo

Apache Beam

7.7#1 in streaming analytics softwareFree plan
Free planWebAPILinuxmacOS
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dplyr

6.4#18 in data transformation toolsFree plan
Free planLinuxmacOSWindows
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What both publish

FactApache Beamdplyr
Intended usersBeam is aimed at data and software developers building data processing pipelines on supported back ends.The documentation recommends dplyr to people learning data transformation in R for Data Science.
LicenseApache Beam is distributed by the Apache Software Foundation under the Apache License version 2.0.The dplyr site identifies its license as MIT.

Apache Beam plans

  • Apache BeamFree
  • Apache Beam SDKFree

dplyr plans

  • dplyrFree

Pick Apache Beam if…

It suits data and software developers building batch or streaming pipelines for supported execution back ends. Beam Playground may help those who want to explore examples without a local installation.

Pick dplyr if…

dplyr suits people learning data transformation in R, as well as users who need code-based operations on data frames or tibbles. Its documented backends are relevant to users working with databases or larger datasets.

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