zeavis-edu/apps/ml-service/Dockerfile

FROM rust:1.82-bookworm AS builder

WORKDIR /app
COPY apps/ml-service/Cargo.toml ./Cargo.toml
COPY apps/ml-service/src ./src
RUN cargo build --release

FROM debian:bookworm-slim AS runner

WORKDIR /app
ENV MODEL_PATH=/app/model/model.onnx
ENV MODEL_INPUT_SIZE=224
ENV ML_SERVICE_HOST=0.0.0.0
ENV ML_SERVICE_PORT=8000
ENV RUST_LOG=info

RUN apt-get update \
  && apt-get install -y --no-install-recommends ca-certificates \
  && rm -rf /var/lib/apt/lists/*

COPY --from=builder /app/target/release/zeavis-ml-service /usr/local/bin/zeavis-ml-service
COPY Machine_Learning/model/model.onnx /app/model/model.onnx

EXPOSE 8000
CMD ["zeavis-ml-service"]