The Big Data pipeline has been touched on numerous times; if you need a refresher, refer to Figure 2.30. Data ingestion is the first phase of that pipeline (refer to Figure 3.1). The pipeline itself is a series of purposefully sequenced activities. The activities can and often do span all the Big Data stages, from…