tests/testthat/_snaps/write-docker.md

In tidymodels/vetiver: Version, Share, Deploy, and Monitor Models

create Dockerfile with packages

Code
  cat(readr::read_lines(file.path(tmp_dir, "Dockerfile")), sep = "\n")
Output
  # Generated by the vetiver package; edit with care

  FROM rocker/r-ver:<r_version>
  ENV RENV_CONFIG_REPOS_OVERRIDE https://packagemanager.rstudio.com/cran/latest

  RUN apt-get update -qq && apt-get install -y --no-install-recommends \
    libcurl4-openssl-dev \
    libicu-dev \
    libsodium-dev \
    libssl-dev \
    make \
    zlib1g-dev \
    && apt-get clean

  COPY vetiver_renv.lock renv.lock
  RUN Rscript -e "install.packages('renv')"
  RUN Rscript -e "renv::restore()"
  COPY <redacted>/plumber.R /opt/ml/plumber.R
  EXPOSE 8000
  ENTRYPOINT ["R", "-e", "pr <- plumber::plumb('/opt/ml/plumber.R'); pr$run(host = '0.0.0.0', port = 8000)"]

create Dockerfile with 'additional' packages

Code
  cat(readr::read_lines(file.path(tmp_dir, "Dockerfile")), sep = "\n")
Output
  # Generated by the vetiver package; edit with care

  FROM rocker/r-ver:<r_version>
  ENV RENV_CONFIG_REPOS_OVERRIDE https://packagemanager.rstudio.com/cran/latest

  RUN apt-get update -qq && apt-get install -y --no-install-recommends \
    libcurl4-openssl-dev \
    libicu-dev \
    libsodium-dev \
    libssl-dev \
    make \
    zlib1g-dev \
    && apt-get clean

  COPY vetiver_renv.lock renv.lock
  RUN Rscript -e "install.packages('renv')"
  RUN Rscript -e "renv::restore()"
  COPY <redacted>/plumber.R /opt/ml/plumber.R
  EXPOSE 8000
  ENTRYPOINT ["R", "-e", "pr <- plumber::plumb('/opt/ml/plumber.R'); pr$run(host = '0.0.0.0', port = 8000)"]

create Dockerfile with no RSPM

Code
  cat(readr::read_lines(file.path(tmp_dir, "Dockerfile")), sep = "\n")
Output
  # Generated by the vetiver package; edit with care

  FROM rocker/r-ver:<r_version>

  RUN apt-get update -qq && apt-get install -y --no-install-recommends \
    libcurl4-openssl-dev \
    libicu-dev \
    libsodium-dev \
    libssl-dev \
    make \
    zlib1g-dev \
    && apt-get clean

  COPY vetiver_renv.lock renv.lock
  RUN Rscript -e "install.packages('renv')"
  RUN Rscript -e "renv::restore()"
  COPY <redacted>/plumber.R /opt/ml/plumber.R
  EXPOSE 8000
  ENTRYPOINT ["R", "-e", "pr <- plumber::plumb('/opt/ml/plumber.R'); pr$run(host = '0.0.0.0', port = 8000)"]

create Dockerfile with no packages

Code
  cat(readr::read_lines(file.path(tmp_dir, "Dockerfile")), sep = "\n")
Output
  # Generated by the vetiver package; edit with care

  FROM rocker/r-ver:<r_version>
  ENV RENV_CONFIG_REPOS_OVERRIDE https://packagemanager.rstudio.com/cran/latest

  RUN apt-get update -qq && apt-get install -y --no-install-recommends \
    libcurl4-openssl-dev \
    libicu-dev \
    libsodium-dev \
    libssl-dev \
    make \
    zlib1g-dev \
    && apt-get clean

  COPY vetiver_renv.lock renv.lock
  RUN Rscript -e "install.packages('renv')"
  RUN Rscript -e "renv::restore()"
  COPY <redacted>/plumber.R /opt/ml/plumber.R
  EXPOSE 8000
  ENTRYPOINT ["R", "-e", "pr <- plumber::plumb('/opt/ml/plumber.R'); pr$run(host = '0.0.0.0', port = 8000)"]

create Dockerfile with specific port

Code
  cat(readr::read_lines(file.path(tmp_dir, "Dockerfile")), sep = "\n")
Output
  # Generated by the vetiver package; edit with care

  FROM rocker/r-ver:<r_version>
  ENV RENV_CONFIG_REPOS_OVERRIDE https://packagemanager.rstudio.com/cran/latest

  RUN apt-get update -qq && apt-get install -y --no-install-recommends \
    libcurl4-openssl-dev \
    libicu-dev \
    libsodium-dev \
    libssl-dev \
    make \
    zlib1g-dev \
    && apt-get clean

  COPY vetiver_renv.lock renv.lock
  RUN Rscript -e "install.packages('renv')"
  RUN Rscript -e "renv::restore()"
  COPY <redacted>/plumber.R /opt/ml/plumber.R

  ENTRYPOINT ["R", "-e", "pr <- plumber::plumb('/opt/ml/plumber.R'); pr$run(host = '0.0.0.0', port = as.numeric(Sys.getenv("PORT")))"]

create all files needed for Docker

Code
  cat(readr::read_lines(file.path(tmp_dir, "plumber.R")), sep = "\n")
Output
  # Generated by the vetiver package; edit with care

  library(pins)
  library(plumber)
  library(rapidoc)
  library(vetiver)
  b <- board_folder(path = "<redacted>")
  v <- vetiver_pin_read(b, "cars1")

  #* @plumber
  function(pr) {
      pr %>% vetiver_api(v, path = "cars")
  }

Code
  cat(readr::read_lines(file.path(tmp_dir, "Dockerfile")), sep = "\n")
Output
  # Generated by the vetiver package; edit with care

  FROM rocker/r-ver:<r_version>

  RUN apt-get update -qq && apt-get install -y --no-install-recommends \
    libcurl4-openssl-dev \
    libicu-dev \
    libsodium-dev \
    libssl-dev \
    make \
    zlib1g-dev \
    && apt-get clean

  COPY vetiver_renv.lock renv.lock
  RUN Rscript -e "install.packages('renv')"
  RUN Rscript -e "renv::restore()"
  COPY plumber.R /opt/ml/plumber.R
  EXPOSE 8000
  ENTRYPOINT ["R", "-e", "pr <- plumber::plumb('/opt/ml/plumber.R'); pr$run(host = '0.0.0.0', port = 8000)"]

tidymodels/vetiver documentation built on March 25, 2024, 6 p.m.