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Containerfile.ml

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+# syntax=docker/dockerfile:1.20
+
+ARG PY_IMAGE=python:3.12-slim
+
+# Stage 1: Builder
+FROM ${PY_IMAGE} AS builder
+
+RUN apt-get update && \
+    apt-get install -y --no-install-recommends \
+    curl git \
+    && rm -rf /var/lib/apt/lists/*
+
+COPY --from=ghcr.io/astral-sh/uv:latest /uv /uvx /bin/
+
+WORKDIR /app
+
+ENV PYTHONDONTWRITEBYTECODE=1 \
+    PYTHONUNBUFFERED=1 \
+    PYTHONOPTIMIZE=2 \
+    UV_COMPILE_BYTECODE=1 \
+    UV_LINK_MODE=copy \
+    UV_PROJECT_ENVIRONMENT=/opt/venv
+
+COPY pyproject.toml uv.lock ./
+
+RUN uv sync --frozen --no-dev --no-cache --group ml
+
+# Stage 2: ML Runtime
+FROM ${PY_IMAGE} AS ml
+
+RUN apt-get update && \
+    apt-get install -y --no-install-recommends \
+    curl \
+    && rm -rf /var/lib/apt/lists/*
+
+ENV PYTHONDONTWRITEBYTECODE=1 \
+    PYTHONUNBUFFERED=1 \
+    PYTHONOPTIMIZE=2 \
+    PATH="/opt/venv/bin:$PATH" \
+    PYTHONPATH="/app:$PYTHONPATH"
+
+WORKDIR /app
+
+COPY --from=builder /opt/venv /opt/venv
+
+COPY ./src/ ./
+
+EXPOSE 8081
+
+CMD [ "/opt/venv/bin/ml_api_cli", "/app/config.toml" ]