- A
First create a Cloud Storage bucket, then set up a Dataflow job using the Bigtable to Cloud Storage template, then configure the job parameters, then run the job, then verify the export.
This is the correct order because you need the bucket to exist before the Dataflow job can write to it, the template must be set up before configuration, and the job must be configured before running; verification comes last to confirm success.
- B
First set up a Dataflow job using the Bigtable to Cloud Storage template, then create a Cloud Storage bucket, then configure the job, then run the job, then verify.
Why wrong: This is incorrect because you cannot set up a Dataflow job that writes to a Cloud Storage bucket before the bucket exists; the bucket must be created first.
- C
First create a Cloud Storage bucket, then configure the Dataflow job, then set up the Dataflow job using the template, then run, then verify.
Why wrong: This is incorrect because you must set up the job using the template before configuring it; the configuration is part of the job setup after selecting the template.
- D
First create a Cloud Storage bucket, then set up the Dataflow job using the template, then run the job, then configure the job, then verify.
Why wrong: This is incorrect because the job must be configured before running; running an unconfigured job will fail due to missing parameters.
Exporting Cloud Bigtable to Cloud Storage with Dataflow
This PCDE practice question tests your understanding of define data structures and implement sql for business intelligence. This is a configuration task: choose the command set that satisfies every stated requirement. Small differences — like 'secret' vs 'password' or 'transport input ssh' vs 'all' — change whether the answer is correct. After answering, compare your reasoning against the explanation and wrong-answer breakdown below. Once you have made your selection, read the full explanation to reinforce the concept and understand why each distractor is designed to mislead on exam day.
Order the steps to export data from Cloud Bigtable to Cloud Storage using Dataflow.
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
First create a Cloud Storage bucket, then set up a Dataflow job using the Bigtable to Cloud Storage template, then configure the job parameters, then run the job, then verify the export.
First create storage, then set up Dataflow job with template, configure, run, verify.
Key principle: Answer the scenario, not the keyword: identify the specific constraint before choosing the most familiar-sounding option.
Answer analysis
Option-by-option breakdown
For each option: why learners choose it and why it is or isn't the right answer here.
- ✓
First create a Cloud Storage bucket, then set up a Dataflow job using the Bigtable to Cloud Storage template, then configure the job parameters, then run the job, then verify the export.
Why this is correct
This is the correct order because you need the bucket to exist before the Dataflow job can write to it, the template must be set up before configuration, and the job must be configured before running; verification comes last to confirm success.
Related concept
Read the scenario before looking for a memorised answer.
- ✗
First set up a Dataflow job using the Bigtable to Cloud Storage template, then create a Cloud Storage bucket, then configure the job, then run the job, then verify.
Why it's wrong here
This is incorrect because you cannot set up a Dataflow job that writes to a Cloud Storage bucket before the bucket exists; the bucket must be created first.
- ✗
First create a Cloud Storage bucket, then configure the Dataflow job, then set up the Dataflow job using the template, then run, then verify.
Why it's wrong here
This is incorrect because you must set up the job using the template before configuring it; the configuration is part of the job setup after selecting the template.
- ✗
First create a Cloud Storage bucket, then set up the Dataflow job using the template, then run the job, then configure the job, then verify.
Why it's wrong here
This is incorrect because the job must be configured before running; running an unconfigured job will fail due to missing parameters.
Common exam traps
Common exam trap: answer the scenario, not the keyword
Many certification questions include familiar terms but test a specific constraint. Read the exact wording before choosing an answer that is generally true but wrong for this case.
Detailed technical explanation
How to think about this question
This question should be treated as a scenario, not a definition check. Identify the problem, the constraint and the best action. Then compare each option against those facts.
KKey Concepts to Remember
- Read the scenario before looking for a memorised answer.
- Find the constraint that changes the correct option.
- Eliminate answers that are true in general but not in this case.
- Use explanations to understand the rule behind the answer.
TExam Day Tips
- Underline the problem statement mentally.
- Watch for words such as best, first, most likely and least administrative effort.
- Review why wrong options are wrong, not only why the correct option is correct.
Key takeaway
Answer the scenario, not the keyword: identify the specific constraint before choosing the most familiar-sounding option.
Real-world example
How this comes up in practice
A media company stores terabytes of video archives that are accessed once a year for audit purposes. Moving these objects to a cold storage tier (Azure Archive, S3 Glacier, or Google Nearline) costs a fraction of hot storage. Questions like this test whether you understand storage tiers, access frequency tradeoffs, and retrieval latency requirements.
What to study next
Got this wrong? Here's your next step.
Identify which PCDE exam domain this question belongs to, then review the specific concept being tested. Practise related questions in that domain and focus on understanding why each wrong answer is tempting — not just why the correct answer is right.
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FAQ
Questions learners often ask
What does this PCDE question test?
Define data structures and implement SQL for Business Intelligence — This question tests Define data structures and implement SQL for Business Intelligence — Read the scenario before looking for a memorised answer..
What is the correct answer to this question?
The correct answer is: First create a Cloud Storage bucket, then set up a Dataflow job using the Bigtable to Cloud Storage template, then configure the job parameters, then run the job, then verify the export. — First create storage, then set up Dataflow job with template, configure, run, verify.
What should I do if I get this PCDE question wrong?
Identify which PCDE exam domain this question belongs to, then review the specific concept being tested. Practise related questions in that domain and focus on understanding why each wrong answer is tempting — not just why the correct answer is right.
What is the key concept behind this question?
Read the scenario before looking for a memorised answer.
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Last reviewed: Jun 11, 2026
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