A notebook works on one cluster but fails on another because dependency versions differ. Which practice improves repeatability?

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  1. Treat a table's owner as the library version
  2. Depend only on a user's local package cache
  3. Pin compatible runtime and library versions and validate the execution environment
  4. Install arbitrary latest versions on every run without testing

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