Dataflow Streaming

In Cloud Dataflow and Batch Modeling, we explored using Cloud Dataflow to create a batch model pipeline and authored a DoFn to apply a sklearn model. Dataflow can also be used to build streaming model pipelines by setting a configuration flag. One of the features of Dataflow is that many components can be reused across batch and streaming workflows, and in the upcoming lessons, we’ll use the same model application class that we defined in the last chapter.