你能给我一个Dockerfile的例子吗?我可以在其中安装所有我需要的软件包。锁定和pyproject。toml到我的镜像/容器从Docker?
当前回答
我看到这里所有的答案都是用pip的方式安装诗词,以避免版本问题。 如果定义为安装最合适的版本,则安装诗歌的官方方法是读取poeetry_version env变量。
在github上有一个问题,我认为这张票的解决方案非常有趣:
# `python-base` sets up all our shared environment variables
FROM python:3.8.1-slim as python-base
# python
ENV PYTHONUNBUFFERED=1 \
# prevents python creating .pyc files
PYTHONDONTWRITEBYTECODE=1 \
\
# pip
PIP_NO_CACHE_DIR=off \
PIP_DISABLE_PIP_VERSION_CHECK=on \
PIP_DEFAULT_TIMEOUT=100 \
\
# poetry
# https://python-poetry.org/docs/configuration/#using-environment-variables
POETRY_VERSION=1.0.3 \
# make poetry install to this location
POETRY_HOME="/opt/poetry" \
# make poetry create the virtual environment in the project's root
# it gets named `.venv`
POETRY_VIRTUALENVS_IN_PROJECT=true \
# do not ask any interactive question
POETRY_NO_INTERACTION=1 \
\
# paths
# this is where our requirements + virtual environment will live
PYSETUP_PATH="/opt/pysetup" \
VENV_PATH="/opt/pysetup/.venv"
# prepend poetry and venv to path
ENV PATH="$POETRY_HOME/bin:$VENV_PATH/bin:$PATH"
# `builder-base` stage is used to build deps + create our virtual environment
FROM python-base as builder-base
RUN apt-get update \
&& apt-get install --no-install-recommends -y \
# deps for installing poetry
curl \
# deps for building python deps
build-essential
# install poetry - respects $POETRY_VERSION & $POETRY_HOME
RUN curl -sSL https://raw.githubusercontent.com/sdispater/poetry/master/get-poetry.py | python
# copy project requirement files here to ensure they will be cached.
WORKDIR $PYSETUP_PATH
COPY poetry.lock pyproject.toml ./
# install runtime deps - uses $POETRY_VIRTUALENVS_IN_PROJECT internally
RUN poetry install --no-dev
# `development` image is used during development / testing
FROM python-base as development
ENV FASTAPI_ENV=development
WORKDIR $PYSETUP_PATH
# copy in our built poetry + venv
COPY --from=builder-base $POETRY_HOME $POETRY_HOME
COPY --from=builder-base $PYSETUP_PATH $PYSETUP_PATH
# quicker install as runtime deps are already installed
RUN poetry install
# will become mountpoint of our code
WORKDIR /app
EXPOSE 8000
CMD ["uvicorn", "--reload", "main:app"]
# `production` image used for runtime
FROM python-base as production
ENV FASTAPI_ENV=production
COPY --from=builder-base $PYSETUP_PATH $PYSETUP_PATH
COPY ./app /app/
WORKDIR /app
CMD ["gunicorn", "-k", "uvicorn.workers.UvicornWorker", "main:app"]
其他回答
博士TL;
我已经能够使用postgres为Django项目创建诗歌。在做了一些研究后,我最终得到了以下Dockerfile:
FROM python:slim
# Keeps Python from generating .pyc files in the container
ENV PYTHONDONTWRITEBYTECODE 1
# Turns off buffering for easier container logging
ENV PYTHONUNBUFFERED 1
# Install and setup poetry
RUN pip install -U pip \
&& apt-get update \
&& apt install -y curl netcat \
&& curl -sSL https://raw.githubusercontent.com/python-poetry/poetry/master/get-poetry.py | python -
ENV PATH="${PATH}:/root/.poetry/bin"
WORKDIR /usr/src/app
COPY . .
RUN poetry config virtualenvs.create false \
&& poetry install --no-interaction --no-ansi
# run entrypoint.sh
ENTRYPOINT ["/usr/src/app/entrypoint.sh"]
这是entrypoint.sh的内容:
#!/bin/sh
if [ "$DATABASE" = "postgres" ]
then
echo "Waiting for postgres..."
while ! nc -z $SQL_HOST $SQL_PORT; do
sleep 0.1
done
echo "PostgreSQL started"
fi
python manage.py migrate
exec "$@"
详细解释
需要注意以下几点:
I have decide to use slim instead of alpine as tag for the python image because even though alpine images are supposed to reduce the size of Docker images and speed up the build, with Python, you can actually end up with a bit larger image and that takes a while to build (read this article for more info). Using this configuration builds containers faster than using the alpine image because I do not need to add some extra packages to install Python packages properly. I am installing poetry directly from the URL provided in the documentation. I am aware of the warnings provided by sobolevn. However, I consider that it is better in the long term to use the lates version of poetry by default than relying on an environment variable that I should update periodically. Updating the environment variable PATH is crucial. Otherwise, you will get an error saying that poetry was not found. Dependencies are installed directly in the python interpreter of the container. It does not create poetry to create a virtual environment before installing the dependencies.
如果你需要这个Dockerfile的alpine版本:
FROM python:alpine
# Keeps Python from generating .pyc files in the container
ENV PYTHONDONTWRITEBYTECODE 1
# Turns off buffering for easier container logging
ENV PYTHONUNBUFFERED 1
# Install dev dependencies
RUN apk update \
&& apk add curl postgresql-dev gcc python3-dev musl-dev openssl-dev libffi-dev
# Install poetry
RUN pip install -U pip \
&& curl -sSL https://raw.githubusercontent.com/python-poetry/poetry/master/get-poetry.py | python -
ENV PATH="${PATH}:/root/.poetry/bin"
WORKDIR /usr/src/app
COPY . .
RUN poetry config virtualenvs.create false \
&& poetry install --no-interaction --no-ansi
# run entrypoint.sh
ENTRYPOINT ["/usr/src/app/entrypoint.sh"]
注意,alpine版本需要一些依赖关系postgresql-dev gcc python3-dev musl-dev openssl-dev libffi-dev才能正常工作。
下面是一个剥离的例子,其中首先是一个带有依赖关系的层(仅在这些依赖关系发生变化时构建),然后将一个带有完整源代码的层添加到图像中。将poetry设置为安装到全局站点包中会留下一个配置工件,该配置工件也可以被删除。
FROM python:alpine
WORKDIR /app
COPY poetry.lock pyproject.toml ./
RUN pip install --no-cache-dir --upgrade pip \
&& pip install --no-cache-dir poetry \
\
&& poetry config settings.virtualenvs.create false \
&& poetry install --no-dev \
\
&& pip uninstall --yes poetry \
COPY . ./
使用docker多阶段构建和python slim image,将诗词锁导出到requirements.txt,然后在virtualenv中通过pip安装。
它有最小的尺寸,不需要诗在运行时的形象,钉的版本一切。
FROM python:3.9.7 as base
ENV PIP_DISABLE_PIP_VERSION_CHECK=1
WORKDIR /app
FROM base as poetry
RUN pip install poetry==1.1.12
COPY poetry.lock pyproject.toml /app/
RUN poetry export -o requirements.txt
FROM base as build
COPY --from=poetry /app/requirements.txt /tmp/requirements.txt
RUN python -m venv .venv && \
.venv/bin/pip install 'wheel==0.36.2' && \
.venv/bin/pip install -r /tmp/requirements.txt
FROM python:3.9.7-slim as runtime
ENV PIP_DISABLE_PIP_VERSION_CHECK=1
WORKDIR /app
ENV PATH=/app/.venv/bin:$PATH
COPY --from=build /app/.venv /app/.venv
COPY . /app
这是对@Claudio提供的答案的一个小修改,它使用了@sobolevn在他的回答中描述的新的诗歌安装-无根特性。
为了强制poetry将依赖项安装到特定的virtualenv中,首先需要启用它。
. /path/to/virtualenv/bin/activate && poetry install
因此,将这些添加到@Claudio的答案中
FROM python:3.10-slim as base
ENV PYTHONFAULTHANDLER=1 \
PYTHONHASHSEED=random \
PYTHONUNBUFFERED=1
WORKDIR /app
FROM base as builder
ENV PIP_DEFAULT_TIMEOUT=100 \
PIP_DISABLE_PIP_VERSION_CHECK=1 \
PIP_NO_CACHE_DIR=1 \
POETRY_VERSION=1.3.1
RUN pip install "poetry==$POETRY_VERSION"
COPY pyproject.toml poetry.lock README.md ./
# if your project is stored in src, uncomment line below
# COPY src ./src
# or this if your file is stored in $PROJECT_NAME, assuming `myproject`
# COPY myproject ./myproject
RUN poetry config virtualenvs.in-project true && \
poetry install --only=main --no-root && \
poetry build
FROM base as final
COPY --from=builder /app/.venv ./.venv
COPY --from=builder /app/dist .
COPY docker-entrypoint.sh .
RUN ./.venv/bin/pip install *.whl
CMD ["./docker-entrypoint.sh"]
如果您需要将其用于开发目的,您可以通过替换这一行来添加或删除——no-dev
RUN . /venv/bin/activate && poetry install --no-dev --no-root
就像@sobolevn的回答中显示的那样
RUN . /venv/bin/activate && poetry install --no-root $(test "$YOUR_ENV" == production && echo "--no-dev")
在添加适当的环境变量声明之后。
该示例使用debian-slim的图像作为基础,但是,将其调整为基于阿尔卑斯的图像应该是一项微不足道的任务。
我的Dockerfile基于@lmiguelvargasf的回答。请参考他的帖子获得更详细的解释。我唯一的重大改变是以下几点:
我现在使用的是最新的官方安装程序install- poem .py,而不是官方文档中推荐的已弃用的get- poem .py。我还使用——version标志安装了一个特定的版本,但你也可以使用环境变量poeetry_version。更多关于他们官方文件的信息! 我使用的PATH是/root/。local/bin:$PATH而不是${PATH}:/root/。诗词/bin从OP的Dockerfile
FROM python:3.10.4-slim-buster
ENV PYTHONDONTWRITEBYTECODE 1 \
PYTHONUNBUFFERED 1
RUN apt-get update \
&& apt-get install curl -y \
&& curl -sSL https://install.python-poetry.org | python - --version 1.1.13
ENV PATH="/root/.local/bin:$PATH"
WORKDIR /usr/app
COPY pyproject.toml poetry.lock ./
RUN poetry config virtualenvs.create false \
&& poetry install --no-dev --no-interaction --no-ansi
COPY ./src ./
EXPOSE 5000
CMD [ "poetry", "run", "gunicorn", "-b", "0.0.0.0:5000", "test_poetry.app:create_app()" ]