File size: 852 Bytes
466b037 1be6960 2eeec36 7373a44 2eeec36 7373a44 1be6960 2eeec36 7373a44 2eeec36 7373a44 2eeec36 1be6960 2eeec36 7373a44 1be6960 7373a44 2eeec36 7373a44 1be6960 2eeec36 7373a44 |
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 |
FROM python:3.12-slim
ENV PIP_NO_CACHE_DIR=1 \
PYTHONDONTWRITEBYTECODE=1 \
PYTHONUNBUFFERED=1
# App root
WORKDIR /app
# System deps
RUN apt-get update && apt-get install -y --no-install-recommends \
build-essential \
curl \
git \
&& rm -rf /var/lib/apt/lists/*
# Python deps first (better layer caching)
COPY requirements.txt ./
RUN pip install --upgrade pip setuptools wheel \
&& pip install --prefer-binary -r requirements.txt
# App code and model
COPY src/ ./src/
COPY classifier.pkl ./src/
EXPOSE 8501
# Healthcheck
HEALTHCHECK --interval=30s --timeout=3s --retries=3 \
CMD curl --fail http://localhost:8501/_stcore/health || exit 1
# Run from /app/src so relative paths resolve (classifier.pkl)
WORKDIR /app/src
ENTRYPOINT ["streamlit", "run", "streamlit_app.py", "--server.port=8501", "--server.address=0.0.0.0"]
|