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Ingesting and Processing the DatamediumMultiple SelectObjective-mapped

PDE Ingesting and Processing the Data Practice Question

You need to ingest streaming data from a custom application into BigQuery with exactly-once semantics and low latency. The data volume is up to 10 MB/s. Which TWO services should you combine?

Answer choices

Why each option matters

Answer the question above first, then reveal the full breakdown to understand why each option is right or wrong.

Correct answer & explanation

Pub/Sub

Pub/Sub provides reliable, low-latency message ingestion, and Dataflow can read from Pub/Sub and write to BigQuery using the Storage Write API, which supports exactly-once semantics. The Storage Write API with committed mode ensures exactly-once delivery.

Answer analysis

Option-by-option breakdown

For each option: why learners choose it and why it is or isn't the right answer here.

  • Pub/Sub

    Why this is correct

    Pub/Sub is the recommended message ingestion service for streaming data.

  • Cloud Functions

    Why it's wrong here

    Cloud Functions are not ideal for high-throughput streaming and do not provide exactly-once to BigQuery easily.

  • BigQuery legacy streaming inserts

    Why it's wrong here

    Legacy streaming inserts offer at-least-once semantics, not exactly-once.

  • Dataflow with Storage Write API

    Why this is correct

    Dataflow with Storage Write API provides exactly-once streaming inserts into BigQuery.

  • Datastream

    Why it's wrong here

    Datastream is for CDC from databases, not custom applications.

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This PDE practice question is part of Courseiva's free Google Cloud certification practice question bank. Courseiva provides original exam-style practice questions with explanations, topic-based practice, mock exams, readiness tracking, and study analytics to help learners prepare for the PDE exam.