Google original dataflow paper

https://research.google/pubs/pub43864/

intro vid by google

https://www.youtube.com/watch?v=owTuuVt6Oro

programming model

https://cloud.google.com/dataflow/docs/concepts/beam-programming-model

programming guide with snippets https://beam.apache.org/documentation/programming-guide/

python-based pipleine examples

https://github.com/apache/beam/blob/master/sdks/python/apache_beam/examples

https://github.com/chollinger93/beam-examples/blob/master/python/

common use-case patterns

https://cloud.google.com/blog/products/data-analytics/guide-to-common-cloud-dataflow-use-case-patterns-part-1

https://cloud.google.com/blog/products/data-analytics/guide-to-common-cloud-dataflow-use-case-patterns-part-2

java-based templates collection

https://github.com/GoogleCloudPlatform/DataflowTemplates