```yaml name=config
description: "Python dependencies built with named fragments"
```
```containerfile name=build
FROM python:3.11-slim AS builder
RUN python -m venv /opt/venv
ENV PATH="/opt/venv/bin:$PATH"
RUN pip install --no-cache-dir numpy pandas scipy
```
```containerfile name=main
COPY --from=builder /opt/venv /opt/venv
ENV PATH="/opt/venv/bin:$PATH"
```
```containerfile name=finalize
RUN echo finalized
```