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Databricks

CERTIFIED-DATA-ENGINEER-PROFESSIONAL · Question #82

Two of the most common data locations on Databricks are the DBFS root storage and external object storage mounted with dbutils.fs.mount(). Which of the following statements is correct?

The correct answer is A. DBFS is a file system protocol that allows users to interact with files stored in object storage using. DBFS (Databricks File System) is an abstraction layer - a distributed file system protocol - that maps file-path-style operations onto underlying cloud object storage (e.g., AWS S3, Azure ADLS, GCS). It does not store files locally on cluster nodes; all data lives in cloud…

Databricks Data Architecture

Question

Two of the most common data locations on Databricks are the DBFS root storage and external object storage mounted with dbutils.fs.mount(). Which of the following statements is correct?

Options

  • ADBFS is a file system protocol that allows users to interact with files stored in object storage using
  • BBy default, both the DBFS root and mounted data sources are only accessible to workspace
  • CThe DBFS root is the most secure location to store data, because mounted storage volumes must
  • DNeither the DBFS root nor mounted storage can be accessed when using %sh in a Databricks
  • EThe DBFS root stores files in ephemeral block volumes attached to the driver, while mounted

How the community answered

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

Explanation

DBFS (Databricks File System) is an abstraction layer - a distributed file system protocol - that maps file-path-style operations onto underlying cloud object storage (e.g., AWS S3, Azure ADLS, GCS). It does not store files locally on cluster nodes; all data lives in cloud object storage. Option B is false - both DBFS and mounts are accessible to all users in the workspace by default, which is actually a security concern. Option C is backwards - DBFS root is considered LESS secure than properly governed external storage because all workspace users share access. Option D is false - both DBFS and mounts can be accessed via %sh using the /dbfs mount path. Option E is false - DBFS root does not use ephemeral block volumes attached to the driver.

Topics

#Databricks File System (DBFS)#Object Storage#Data Storage Architecture#Mount Points

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