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Design and implement data storagehardMultiple ChoiceObjective-mapped

DP-203 Design and implement data storage Practice Question

You have an Azure Data Factory pipeline that loads data from an on-premises SQL Server to an Azure Synapse Analytics dedicated SQL pool. The pipeline uses a staging Azure Blob Storage account. Recently, the pipeline has been failing with timeout errors. You need to ensure the pipeline completes successfully within the scheduled window. What should you do?

⚠ Common exam trap

A common mix-up: candidates confuse scaling the destination (Synapse DWUs) or changing storage tiers with fixing the root cause of timeout errors, which is often a configuration issue in the copy activity's staging settings rather than a capacity problem.

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

Increase the staging blob's copy timeout and enable parallel copy in the copy activity

The timeout errors occur because the default copy timeout for staging blob storage is insufficient for large data volumes or slow network conditions. Increasing the staging blob's copy timeout and enabling parallel copy in the copy activity directly addresses this by allowing more time for data transfer and leveraging multiple concurrent connections to improve throughput, ensuring the pipeline completes within the scheduled window.

Answer analysis

Option-by-option breakdown

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

  • Increase the staging blob's copy timeout and enable parallel copy in the copy activity

    Why this is correct

    Increasing timeout allows more time for large data transfers, and parallel copy improves throughput.

  • Move the staging storage to Azure Data Lake Storage Gen2

    Why it's wrong here

    Blob Storage is sufficient for staging; the issue is likely not storage type.

  • Increase the dedicated SQL pool's data warehouse units (DWU)

    Why it's wrong here

    DWU affects query performance, not the copy activity's timeout.

  • Use PolyBase instead of staging for data loading

    Why it's wrong here

    PolyBase can bypass staging but requires the data to be in a supported format; it may not solve timeout issues if the network is slow.

Quick reference

Azure Blob Storage Tier Comparison

TierStorage CostRetrieval CostLatencyUse Case
HotHighestLowestImmediateActive data, frequent reads
CoolLowerHigherImmediateData accessed < once / month
ColdLower stillHigherImmediateData accessed < once / quarter
ArchiveLowestHighest + rehydration delayHoursLong-term compliance retention

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