DataScrapeAndClean / Dockerfile
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FROM rocker/r2u:24.04
# ---- System deps: Python for reticulate -> huggingface_hub ----
RUN apt-get update && apt-get install -y --no-install-recommends \
python3 python3-pip python3-dev \
&& rm -rf /var/lib/apt/lists/*
# ---- Python lib used for the HF upload (called through reticulate) ----
RUN pip3 install --no-cache-dir --break-system-packages huggingface_hub
# ---- R packages (r2u serves these as apt binaries) ----
# tidymodels brings recipes/dplyr/tidyr/workflows/parsnip, so those aren't listed separately.
# kknn is the engine behind the xwOBA model - needed at predict time even though it's never library()'d.
RUN install2.r --error --skipinstalled \
shiny \
arrow \
httr \
jsonlite \
readr \
DT \
reticulate \
xgboost \
stringr \
bundle \
tidymodels \
kknn \
base64enc \
bslib \
glue \
patchwork \
gt \
gtExtras \
purrr \
scales \
knitr \
htmltools
# ---- Point reticulate at the system Python where huggingface_hub lives ----
ENV RETICULATE_PYTHON=/usr/bin/python3
# ---- Writable cache/home (HF Spaces filesystem is read-only except /tmp) ----
ENV HOME=/tmp
ENV HF_HOME=/tmp/hf
# ---- App files (flat structure, all in /app) ----
# Models + run values are downloaded from CleanDataObjects at startup, so they are NOT copied here.
WORKDIR /app
COPY app.R /app/app.R
COPY HHLogo.png /app/HHLogo.png
# ---- HF Spaces expects the app on port 7860 ----
EXPOSE 7860
CMD ["R", "-e", "shiny::runApp('/app', host='0.0.0.0', port=7860)"]