フリー問題

NVIDIA-Certified Professional: Accelerated Data Science のフリー問題 13 / 20 問目

問題文

A project must be reproducible on another engineer's machine. Which artifact is the minimum that makes the software side reproducible?

選択肢

  1. A written note in the repository describing which major library versions were in use at the time, because the resolver will find a compatible set from that starting point and pinning exact versions makes the environment brittle when security updates are published for any of the dependencies.
  2. A container image, which removes the need for any specification file at all because the image already contains the resolved environment and can be pulled by name on the other machine.
  3. An environment specification that names every direct dependency with a version constraint and the channels or indexes they come from.
  4. The list of installed packages produced by the package manager after the fact, and that list records the exact versions that were present at the moment the work was done.

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