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Dockerfile
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Dockerfile
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FROM python:3.11-slim as build
ENV PIP_DEFAULT_TIMEOUT=100 \
# Allow statements and log messages to immediately appear
PYTHONUNBUFFERED=1 \
# disable a pip version check to reduce run-time & log-spam
PIP_DISABLE_PIP_VERSION_CHECK=1 \
# cache is useless in docker image, so disable to reduce image size
PIP_NO_CACHE_DIR=1 \
POETRY_VERSION=1.3.2
WORKDIR /app
COPY pyproject.toml poetry.lock ./
RUN pip install "poetry==$POETRY_VERSION" \
&& poetry install --no-root --no-ansi --no-interaction \
&& poetry export -f requirements.txt -o requirements.txt
### Final stage
FROM python:3.11-slim as final
WORKDIR /app
COPY --from=build /app/requirements.txt .
RUN set -ex \
# Upgrade the package index and install security upgrades
&& apt-get update \
&& apt-get upgrade -y \
# Clean up
&& apt-get autoremove -y \
&& apt-get clean -y \
&& rm -rf /var/lib/apt/lists/* \
# Install dependencies
&& pip install -r requirements.txt
COPY ./data data
COPY ./artifacts artifacts
COPY ./api api
EXPOSE 8000
CMD ["uvicorn", "api.main:app", "--host", "0.0.0.0", "--port", "8000"]