April 2018
Intermediate to advanced
280 pages
6h 18m
English
Content preview from Google Cloud Platform Cookbook
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Creating a Dataflow pipeline to store streaming data
Google Dataflow is a service for stream and batch processing at scale. When there is a need for processing lots of streamed data like click stream or data from IoT devices, Dataflow will be the starting point for receiving all the stream data. The data can then be sent to storage (BigQuery, Bigtable, GCS) for further processing (ML):
For this recipe, let's consider a weather station (IoT device) that is sending temperature data to GCP. The data is emitted constantly by the IoT device and is stored on Google Storage for later analytics processing. Considering the intermittent nature of data ...