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Snowflake

DAA-C01 · Question #9

In Snowflake, how does Time Travel feature assist in data retrieval and analysis?

The correct answer is C. Enables querying data as of a specific point in time. Snowflake's Time Travel feature allows users to query historical data by specifying a past timestamp, statement ID, or offset - effectively letting you "travel back" to see what the data looked like at that exact moment, which is invaluable for auditing, recovering accidentally…

Data Exploration and Analysis

Question

In Snowflake, how does Time Travel feature assist in data retrieval and analysis?

Options

  • ALimits data access for specific user roles
  • BAccelerates query performance significantly
  • CEnables querying data as of a specific point in time
  • DProvides real-time data updates

How the community answered

(38 responses)
  • A
    8% (3)
  • B
    3% (1)
  • C
    87% (33)
  • D
    3% (1)

Explanation

Snowflake's Time Travel feature allows users to query historical data by specifying a past timestamp, statement ID, or offset - effectively letting you "travel back" to see what the data looked like at that exact moment, which is invaluable for auditing, recovering accidentally deleted/modified data, and point-in-time analysis.

Why the distractors are wrong:

  • A - Access control is handled by Snowflake's RBAC (roles and privileges), not Time Travel.
  • B - Time Travel adds no query acceleration; performance optimization is the job of clustering, caching, and virtual warehouse sizing.
  • D - Real-time updates are a streaming/CDC concern; Time Travel is explicitly about historical snapshots, the opposite of real-time.

Memory tip: Think of Time Travel like a DVR rewind for your database - you can scrub back to any point within the retention window (1–90 days depending on edition) using AT or BEFORE clauses in your SELECT statement (e.g., SELECT * FROM my_table AT(timestamp => '2026-01-01')). If it sounds like a time machine for data, that's exactly what it is.

Topics

#Time Travel#Historical Data#Data Retrieval#Point-in-Time Query

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