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Google Cloud Dataflow is a fully-managed cloud service and programming model for batch and streaming big data processing.
The go-to recommendation is to use Dataflow to write your pipeline instead of disjoint functions. You can do something like this:.
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Apache Beam provides an advanced unified programming model to implement batch and streaming data processing jobs.Pricing:
- Open Source
That being said, there is a learning curve in understanding how Apache Beam works. Take a look at the beam website for more information.
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