GCP Associate Data Practitioner Exam
Free Google Cloud Associate Data Practitioner Exam Prep confirms ability to work with Google Cloud’s data products.
AlpineMart ingests 30 million customer profile records daily from Cloud Storage, wanting to run data quality checks upstream.
Approach
- Build an Apache Beam pipeline on Dataflow applying validation rules.
- Route invalid records away before loading into BigQuery.
Build an Apache Beam pipeline on Dataflow that applies validation rules and routes invalid records away before loading into BigQuery.
This approach implements row-level validation in a scalable pipeline, reading from Cloud Storage and writing clean data to BigQuery.
Author's summary: GCP Data Practitioner exam prep and solutions.