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CompTIA

DA0-002 · Question #42

Which of the following supports capabilities such as automatic versioning, corruption checks, KPIs, and user authentication?

The correct answer is D. Source control. Source control systems offer capabilities such as automatic versioning, corruption checks, and user authentication for managing code and data assets.

Data Governance

Question

Which of the following supports capabilities such as automatic versioning, corruption checks, KPIs, and user authentication?

Options

  • ANotebook
  • BREST API
  • CPipeline
  • DSource control

How the community answered

(55 responses)
  • A
    4% (2)
  • B
    2% (1)
  • C
    7% (4)
  • D
    87% (48)

Why each option

Source control systems offer capabilities such as automatic versioning, corruption checks, and user authentication for managing code and data assets.

ANotebook

A notebook (e.g., Jupyter notebook) is an interactive computing environment, not a system designed for automatic versioning, corruption checks, or user authentication at a system level.

BREST API

A REST API is an architectural style for networked applications, providing an interface for interaction, but it does not inherently provide versioning, corruption checks, or user authentication capabilities itself.

CPipeline

A pipeline (e.g., CI/CD pipeline) is a series of automated steps for building, testing, and deploying, which relies on version control but doesn't provide these capabilities directly.

DSource controlCorrect

Source control systems, such as Git, inherently provide automatic versioning, allowing changes to be tracked and reverted, and often include mechanisms for data integrity (corruption checks) and user authentication for access control. While KPIs are more directly related to project management and monitoring, a well-integrated source control system is fundamental for managing assets where such metrics might be applied or tracked as part of a development lifecycle.

Concept tested: Features of source control systems

Source: https://learn.microsoft.com/en-us/azure/devops/repos/git/what-is-git

Topics

#Source control#Versioning#Data integrity#Authentication

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