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Explain how you debug failed pipelines in ADF.

Cloud/Toolsmedium0.3 min readPremium

Debug flow: (1) Monitor → Pipeline runs → filter Failed. (2) Activity details → Error tab. (3) Output → View Data for counts/samples. (4) Diagnostic settings → Log Analytics; Kusto queries. (5) SHIR: Windows Event Log, IR logs. Example: Connection timeout → verify SHIR...

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Frequency
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Asked at 1 company
Category
179
questions in Cloud/Tools
Difficulty Split
104E|27M|48H
in this category
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1,863
across 7 categories
Asked at these companies
Virtusa
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This medium-level Cloud/Tools question appears frequently in data engineering interviews at companies like Virtusa. While less common, it tests deeper understanding that distinguishes strong candidates. Mastering the underlying concepts (window) will help you answer variations of this question confidently.

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Expert Answer
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Debug flow: (1) Monitor → Pipeline runs → filter Failed. (2) Activity details → Error tab. (3) Output → View Data for counts/samples. (4) Diagnostic settings → Log Analytics; Kusto queries. (5) SHIR: Windows Event Log, IR logs. Example: Connection timeout → verify SHIR reachability, firewall. Best practice: Detailed error in expressions; retry with logging; Alerts on failure; run ID in logs.

The complete answer continues with detailed implementation patterns, architectural trade-offs, and production-grade considerations covering performance optimization and real-world examples.

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