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You should be using renv

Talkat rstudio::conf(2022) · 2022-07-25..07-28· [python]
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Dependence management is a reproducibility toolchain: initialize a project-specific library with renv::init, capture exact package versions and sources in renv.lock, and reconstitute environments with renv::restore. A real incident shows installing dtplyr silently upgrades dplyr and breaks a dashboard that processed ~80,000 census tracts. renv keeps a shared package cache so subsequent installs are fast, reports status about missing packages, and lets projects migrate incrementally rather than forcing a simultaneous rewrite.

AI-written summary · about

  1. 0:00Start
  2. 0:42we have a standards problem
  3. 1:06what is a project?
  4. 10:07I'm purely a package developer
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