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| _commit: v1.1.0 | ||
| _src_path: gh:superlinear-ai/substrate | ||
| author_email: [email protected] | ||
| author_name: Laurent Sorber | ||
| project_description: A Python package that adds conformal prediction of coherent quantiles | ||
| and intervals to any scikit-learn regressor or Darts forecaster. | ||
| project_name: Conformal Tights | ||
| project_type: package | ||
| project_url: https://github.com/superlinear-ai/conformal-tights | ||
| python_version: '3.10' | ||
| typing: strict | ||
| with_conventional_commits: true | ||
| with_typer_cli: false |
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| # Git | ||
| .git/ | ||
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| # Python | ||
| .venv/ | ||
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| # syntax=docker/dockerfile:1 | ||
| ARG PYTHON_VERSION=3.10 | ||
| FROM python:$PYTHON_VERSION-slim AS base | ||
| FROM ghcr.io/astral-sh/uv:python3.10-bookworm AS dev | ||
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| # Remove docker-clean so we can keep the apt cache in Docker build cache. | ||
| RUN rm /etc/apt/apt.conf.d/docker-clean | ||
| # Create and activate a virtual environment [1]. | ||
| # [1] https://docs.astral.sh/uv/concepts/projects/config/#project-environment-path | ||
| ENV VIRTUAL_ENV=/opt/venv | ||
| ENV PATH=$VIRTUAL_ENV/bin:$PATH | ||
| ENV UV_PROJECT_ENVIRONMENT=$VIRTUAL_ENV | ||
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| # Configure Python to print tracebacks on crash [1], and to not buffer stdout and stderr [2]. | ||
| # [1] https://docs.python.org/3/using/cmdline.html#envvar-PYTHONFAULTHANDLER | ||
| # [2] https://docs.python.org/3/using/cmdline.html#envvar-PYTHONUNBUFFERED | ||
| ENV PYTHONFAULTHANDLER 1 | ||
| ENV PYTHONUNBUFFERED 1 | ||
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| # Create a non-root user and switch to it [1]. | ||
| # [1] https://code.visualstudio.com/remote/advancedcontainers/add-nonroot-user | ||
| ARG UID=1000 | ||
| ARG GID=$UID | ||
| RUN groupadd --gid $GID user && \ | ||
| useradd --create-home --gid $GID --uid $UID user --no-log-init && \ | ||
| chown user /opt/ | ||
| USER user | ||
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| # Create and activate a virtual environment. | ||
| ENV VIRTUAL_ENV /opt/conformal-tights-env | ||
| ENV PATH $VIRTUAL_ENV/bin:$PATH | ||
| RUN python -m venv $VIRTUAL_ENV | ||
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| # Set the working directory. | ||
| WORKDIR /workspaces/conformal-tights/ | ||
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| FROM base AS poetry | ||
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| USER root | ||
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| # Install Poetry in separate venv so it doesn't pollute the main venv. | ||
| ENV POETRY_VERSION 1.8.0 | ||
| ENV POETRY_VIRTUAL_ENV /opt/poetry-env | ||
| RUN --mount=type=cache,target=/root/.cache/pip/ \ | ||
| python -m venv $POETRY_VIRTUAL_ENV && \ | ||
| $POETRY_VIRTUAL_ENV/bin/pip install poetry~=$POETRY_VERSION && \ | ||
| ln -s $POETRY_VIRTUAL_ENV/bin/poetry /usr/local/bin/poetry | ||
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| # Install compilers that may be required for certain packages or platforms. | ||
| RUN --mount=type=cache,target=/var/cache/apt/ \ | ||
| --mount=type=cache,target=/var/lib/apt/ \ | ||
| apt-get update && \ | ||
| apt-get install --no-install-recommends --yes build-essential | ||
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| USER user | ||
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| # Install the run time Python dependencies in the virtual environment. | ||
| COPY --chown=user:user poetry.lock* pyproject.toml /workspaces/conformal-tights/ | ||
| RUN mkdir -p /home/user/.cache/pypoetry/ && mkdir -p /home/user/.config/pypoetry/ && \ | ||
| mkdir -p src/conformal_tights/ && touch src/conformal_tights/__init__.py && touch README.md | ||
| RUN --mount=type=cache,uid=$UID,gid=$GID,target=/home/user/.cache/pypoetry/ \ | ||
| poetry install --only main --all-extras --no-interaction | ||
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| FROM poetry AS dev | ||
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| # Install development tools: curl, git, gpg, ssh, starship, sudo, vim, and zsh. | ||
| USER root | ||
| RUN --mount=type=cache,target=/var/cache/apt/ \ | ||
| --mount=type=cache,target=/var/lib/apt/ \ | ||
| apt-get update && \ | ||
| apt-get install --no-install-recommends --yes curl git gnupg ssh sudo vim zsh && \ | ||
| sh -c "$(curl -fsSL https://starship.rs/install.sh)" -- "--yes" && \ | ||
| usermod --shell /usr/bin/zsh user && \ | ||
| echo 'user ALL=(root) NOPASSWD:ALL' > /etc/sudoers.d/user && chmod 0440 /etc/sudoers.d/user | ||
| # Tell Git that the workspace is safe to avoid 'detected dubious ownership in repository' warnings. | ||
| RUN git config --system --add safe.directory '*' | ||
| USER user | ||
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| # Install the development Python dependencies in the virtual environment. | ||
| RUN --mount=type=cache,uid=$UID,gid=$GID,target=/home/user/.cache/pypoetry/ \ | ||
| poetry install --all-extras --no-interaction | ||
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| # Persist output generated during docker build so that we can restore it in the dev container. | ||
| COPY --chown=user:user .pre-commit-config.yaml /workspaces/conformal-tights/ | ||
| RUN mkdir -p /opt/build/poetry/ && cp poetry.lock /opt/build/poetry/ && \ | ||
| git init && pre-commit install --install-hooks && \ | ||
| mkdir -p /opt/build/git/ && cp .git/hooks/commit-msg .git/hooks/pre-commit /opt/build/git/ | ||
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| # Configure the non-root user's shell. | ||
| ENV ANTIDOTE_VERSION 1.8.6 | ||
| RUN git clone --branch v$ANTIDOTE_VERSION --depth=1 https://github.com/mattmc3/antidote.git ~/.antidote/ && \ | ||
| echo 'zsh-users/zsh-syntax-highlighting' >> ~/.zsh_plugins.txt && \ | ||
| echo 'zsh-users/zsh-autosuggestions' >> ~/.zsh_plugins.txt && \ | ||
| echo 'source ~/.antidote/antidote.zsh' >> ~/.zshrc && \ | ||
| echo 'antidote load' >> ~/.zshrc && \ | ||
| echo 'eval "$(starship init zsh)"' >> ~/.zshrc && \ | ||
| echo 'HISTFILE=~/.history/.zsh_history' >> ~/.zshrc && \ | ||
| echo 'HISTSIZE=1000' >> ~/.zshrc && \ | ||
| echo 'SAVEHIST=1000' >> ~/.zshrc && \ | ||
| echo 'setopt share_history' >> ~/.zshrc && \ | ||
| echo 'bindkey "^[[A" history-beginning-search-backward' >> ~/.zshrc && \ | ||
| echo 'bindkey "^[[B" history-beginning-search-forward' >> ~/.zshrc && \ | ||
| mkdir ~/.history/ && \ | ||
| zsh -c 'source ~/.zshrc' | ||
| # Configure the user's shell. | ||
| RUN echo 'HISTFILE=~/.history/.bash_history' >> ~/.bashrc && \ | ||
| echo 'bind "\"\e[A\": history-search-backward"' >> ~/.bashrc && \ | ||
| echo 'bind "\"\e[B\": history-search-forward"' >> ~/.bashrc && \ | ||
| mkdir ~/.history/ |
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