File size: 1,242 Bytes
c754148 | 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36 37 38 39 40 41 | FROM python:3.11-slim
WORKDIR /app
RUN apt-get update && apt-get install -y --no-install-recommends \
ca-certificates \
&& rm -rf /var/lib/apt/lists/*
COPY requirements.txt /app/requirements.txt
# Install Python dependencies
# --no-cache-dir keeps image size small
RUN pip install --no-cache-dir --upgrade pip && \
pip install --no-cache-dir -r requirements.txt
# Copy all source files and scripts
COPY src/ /app/src/
COPY scripts/ /app/scripts/
# Copy data directory (skill_aliases.json)
COPY data/ /app/data/
# Copy precomputed artifacts (BM25 index + LightGBM model)
# Generated by precompute.py — must exist before building image
COPY precomputed/ /app/precomputed/
# Create output directories
RUN mkdir -p /app/logs /app/out
# Default candidates file location (override with -v mount)
# The full candidates.jsonl is NOT baked into the image (487MB) — mount it.
ENV CANDIDATES_PATH=/app/candidates.jsonl
ENV OUT_PATH=/app/out/CTRL_COFFEE_REPEAT.csv
ENV BASE_DIR=/app
# Entrypoint script selects precompute, rank, or full pipeline
COPY docker-entrypoint.sh /app/docker-entrypoint.sh
RUN chmod +x /app/docker-entrypoint.sh
# Default: run full pipeline (precompute + rank)
CMD ["/app/docker-entrypoint.sh", "full"]
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