You Are Designing an Apache Beam Pipeline to Enrich Data

question 32

Multiple Choice

You are designing an Apache Beam pipeline to enrich data from Cloud Pub/Sub with static reference data from BigQuery. The reference data is small enough to fit in memory on a single worker. The pipeline should write enriched results to BigQuery for analysis. Which job type and transforms should this pipeline use?

• A) Batch job, PubSubIO, side-inputs
• B) Streaming job, PubSubIO, JdbcIO, side-outputs
• C) Streaming job, PubSubIO, BigQueryIO, side-inputs
• D) Streaming job, PubSubIO, BigQueryIO, side-outputs

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Definitions:

Human Systems Contingency Model

This model suggests that effective organizational management and design depend on fitting the organization's structure and processes to the conditions or context in which it operates.

Behavioural Approach

The behavioural approach in psychology focuses on observing and analyzing the observable and measurable aspects of behavior and the effects of learning and environment on behavior.

Organizations as Communities

The concept that organizations are social entities that reflect the collective behaviors and values of their members.

Harmony

A state of agreement or concord, often characterized by a peaceful and cooperative relationship among individuals or groups.