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Answer: 1= Dataflow, 2= BigQuery
The correct answer is A. Dataflow is suitable for processing data from Cloud Storage and is capable of handling both batch and stream processing. BigQuery is ANSI SQL compliant and excels at analytics, making it ideal for use with the third-party visualization tool that requires a SQL interface. This combination also adheres to the constraints of keeping data in the region and not analyzing PII since both Dataflow and BigQuery offer features to support these compliance requirements.
Author: LeetQuiz Editorial Team
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Your organization's call center, which handles over one million calls daily, has tasked you with developing a machine learning model to analyze customer sentiments in each call. The call recordings are stored in Cloud Storage, and there are strict compliance requirements: data must remain within the originating region, and no Personally Identifiable Information (PII) can be stored or analyzed. Additionally, the data science team uses a third-party visualization and access tool that requires a SQL ANSI-2011 compliant interface. Given these constraints and requirements, which components should you choose for data processing and analytics in your data pipeline?
A
1= Dataflow, 2= BigQuery
B
1 = Pub/Sub, 2= Datastore
C
1 = Dataflow, 2 = Cloud SQL
D
1 = Cloud Function, 2= Cloud SQL
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