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accident-nasscdc-model
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  1. Dockerfile +30 -0
  2. plumber.R +19 -0
  3. vetiver_renv.lock +1512 -0
Dockerfile ADDED
@@ -0,0 +1,30 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ # Generated by the vetiver package; edit with care
2
+
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+ FROM rocker/r-ver:4.0.5
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+ # Create a non-root user to run the application
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+ RUN useradd --create-home appuser
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+
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+ ENV RENV_CONFIG_REPOS_OVERRIDE https://packagemanager.rstudio.com/cran/latest
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+ ENV HOME=/home/appuser
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+ WORKDIR $HOME
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+
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+ RUN apt-get update -qq && apt-get install -y --no-install-recommends \
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+ libcurl4-openssl-dev \
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+ libicu-dev \
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+ libsodium-dev \
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+ libssl-dev \
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+ make \
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+ zlib1g-dev \
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+ && apt-get clean
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+
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+ COPY vetiver_renv.lock renv.lock
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+ # Create the .cache directory and give appuser permission to write to it
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+ RUN mkdir -p /home/appuser/.cache && chown -R appuser:appuser /home/appuser/.cache
23
+ # Create the .cache/pins/url directory and give appuser permission to write to it
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+ RUN mkdir -p /home/appuser/.cache/pins/url && chown -R appuser:appuser /home/appuser/.cache/pins/url
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+
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+ RUN Rscript -e "install.packages('renv')"
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+ RUN Rscript -e "renv::restore()"
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+ COPY plumber.R /opt/ml/plumber.R
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+ EXPOSE 7860
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+ ENTRYPOINT ["R", "-e", "pr <- plumber::plumb('/opt/ml/plumber.R'); pr$run(host = '0.0.0.0', port = 7860)"]
plumber.R ADDED
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+ # Generated by the vetiver package; edit with care
2
+
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+ library(pins)
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+ library(plumber)
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+ library(rapidoc)
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+ library(vetiver)
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+
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+ # Packages needed to generate model predictions
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+ if (FALSE) {
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+ library(caret)
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+ }
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+ pin_loc <- pins:::github_raw("DimbyTa/r-mlops-vetiver-huggingFace/main/pins-r/_pins.yaml")
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+ b <- board_url(pin_loc)
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+ v <- vetiver_pin_read(b, "accident_model", version = "20231021T025821Z-51e08")
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+
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+ #* @plumber
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+ function(pr) {
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+ pr %>% vetiver_api(v)
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+ }
vetiver_renv.lock ADDED
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