Image Build With Poetry

[tool.poetry]
name = "ml-project"
version = "0.1.0"
description = "ML project with scikit-learn"
authors = ["Your Name <your.email@example.com>"]

[tool.poetry.dependencies]
python = "^3.11"
scikit-learn = "2.5.0"

[build-system]
requires = ["poetry-core"]
build-backend = "poetry.core.masonry.api"

FROM python:3.11-slim

RUN apt-get update && apt-get install -y \
    curl \
    build-essential \
    && rm -rf /var/lib/apt/lists/*

ENV POETRY_HOME=/opt/poetry
RUN curl -sSL https://install.python-poetry.org | python3 -
ENV PATH="${POETRY_HOME}/bin:${PATH}"
RUN poetry config virtualenvs.create false

WORKDIR /app
COPY pyproject.toml .

RUN poetry install --no-dev

CMD ["python3"]