Google Cloud Dataflow

  • Cloud Dataflow is a fully managed data processing service for executing a wide variety of data processing patterns.


  • Dataflow templates allow you to easily share your pipelines with team members and across your organization.
  • You can also take advantage of Google-provided templates to implement useful but simple data processing tasks.
  • Autoscaling lets the Dataflow automatically choose the appropriate number of worker instances required to run your job.
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  • You can build a batch or streaming pipeline protected with customer-managed encryption key (CMEK) or access CMEK-protected data in sources and sinks.
  • Dataflow is integrated with VPC Service Controls to provide additional security on data processing environments by improving the ability to mitigate the risk of data exfiltration.


  • Dataflow jobs are billed per second, based on the actual use of Dataflow batch or streaming workers. Additional resources, such as Cloud Storage or Pub/Sub, are each billed per that service’s pricing.


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