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[FAQ Bot] NEW: What is the difference between a Spark application, job, stage, and task#229

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alexeygrigorev merged 2 commits intomainfrom
faq-bot/issue-228
Apr 8, 2026
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[FAQ Bot] NEW: What is the difference between a Spark application, job, stage, and task#229
alexeygrigorev merged 2 commits intomainfrom
faq-bot/issue-228

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@github-actions github-actions Bot commented Mar 5, 2026

✨ FAQ NEW

Course: data-engineering-zoomcamp
Section: module-6 (This topic is a foundational Spark concept that belongs in the Spark module (Module 6) to clarify core terminology and how Spark executes work.)
Related Issue: #228

Question

What is the difference between a Spark application, job, stage, and task?

Decision Rationale

No existing Spark FAQs in Module 6 cover the hierarchy and distinctions between application, job, stage, and task. The proposal provides a structured, foundational explanation with examples, so it should be added as a new article.

Placement Details

  • Section ID: module-6
  • Sort Order: 15
  • Filename Slug: spark-application-job-stage-task

🤖 Generated by FAQ Bot

Closes #228

@alexeygrigorev alexeygrigorev merged commit c3ed833 into main Apr 8, 2026
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@alexeygrigorev alexeygrigorev deleted the faq-bot/issue-228 branch April 8, 2026 07:11
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[FAQ] What is the difference between a Spark application, job, stage, and task?

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