如何在码头工人中运行pipenv?

问题描述 投票:15回答:3

我在我的码头工人安装pipenv:

RUN pip install pipenv
RUN cd /my/app/path/ && pipenv install
RUN cd /my/app/path/ && pipenv shell

我得到错误:

Traceback (most recent call last):
  File "/usr/local/bin/pipenv", line 11, in <module>
    sys.exit(cli())
  File "/usr/local/lib/python2.7/dist-packages/pipenv/vendor/click/core.py", line 722, in __call__
    return self.main(*args, **kwargs)
  File "/usr/local/lib/python2.7/dist-packages/pipenv/vendor/click/core.py", line 697, in main
    rv = self.invoke(ctx)
  File "/usr/local/lib/python2.7/dist-packages/pipenv/vendor/click/core.py", line 1066, in invoke
    return _process_result(sub_ctx.command.invoke(sub_ctx))
  File "/usr/local/lib/python2.7/dist-packages/pipenv/vendor/click/core.py", line 895, in invoke
    return ctx.invoke(self.callback, **ctx.params)
  File "/usr/local/lib/python2.7/dist-packages/pipenv/vendor/click/core.py", line 535, in invoke
    return callback(*args, **kwargs)
  File "/usr/local/lib/python2.7/dist-packages/pipenv/cli.py", line 2057, in shell
    do_shell(three=three, python=python, fancy=fancy, shell_args=shell_args)
  File "/usr/local/lib/python2.7/dist-packages/pipenv/cli.py", line 1952, in do_shell
    shell = os.path.abspath(PIPENV_SHELL)
  File "/usr/lib/python2.7/posixpath.py", line 360, in abspath
    if not isabs(path):
  File "/usr/lib/python2.7/posixpath.py", line 54, in isabs
    return s.startswith('/')
AttributeError: 'NoneType' object has no attribute 'startswith'

如果我跑

RUN cd /my/app/path/ && pipenv install --system 

相反,我得到另一个错误:

build   30-Sep-2017 16:50:45    Step 5/9 : RUN cd /my/app/path &&     pipenv install --system
build   30-Sep-2017 16:50:45     ---> Running in cffd31633074
build   30-Sep-2017 16:50:46    [91mPipfile.lock not found, creating…
build   30-Sep-2017 16:50:46    [0m[91mLocking [dev-packages] dependencies…
build   30-Sep-2017 16:50:46    [0m[91mLocking [packages] dependencies…
build   30-Sep-2017 16:50:49    [0m[91mCRITICAL:pip.utils:Error [Errno 2] No such file or directory while executing command python setup.py egg_info
build   30-Sep-2017 16:50:49    [0m[91mTraceback (most recent call last):
build   30-Sep-2017 16:50:49      File "/usr/local/bin/pipenv", line 11, in <module>
build   30-Sep-2017 16:50:49        sys.exit(cli())
build   30-Sep-2017 16:50:49      File "/usr/local/lib/python2.7/dist-packages/pipenv/vendor/click/core.py", line 722, in __call__
build   30-Sep-2017 16:50:49    [0m[91m    return self.main(*args, **kwargs)
build   30-Sep-2017 16:50:49      File "/usr/local/lib/python2.7/dist-packages/pipenv/vendor/click/core.py", line 697, in main
build   30-Sep-2017 16:50:49    [0m[91m    rv = self.invoke(ctx)
build   30-Sep-2017 16:50:49      File "/usr/local/lib/python2.7/dist-packages/pipenv/vendor/click/core.py", line 1066, in invoke
build   30-Sep-2017 16:50:49    [0m[91m    return _process_result(sub_ctx.command.invoke(sub_ctx))
build   30-Sep-2017 16:50:49      File "/usr/local/lib/python2.7/dist-packages/pipenv/vendor/click/core.py", line 895, in invoke
build   30-Sep-2017 16:50:49    [0m[91m    return ctx.invoke(self.callback, **ctx.params)
build   30-Sep-2017 16:50:49      File "/usr/local/lib/python2.7/dist-packages/pipenv/vendor/click/core.py", line 535, in invoke
build   30-Sep-2017 16:50:49        return callback(*args, **kwargs)
build   30-Sep-2017 16:50:49      File "/usr/local/lib/python2.7/dist-packages/pipenv/cli.py", line 1782, in install
build   30-Sep-2017 16:50:49    [0m[91m    do_init(dev=dev, allow_global=system, ignore_pipfile=ignore_pipfile, system=system, skip_lock=skip_lock, verbose=verbose, concurrent=concurrent, deploy=deploy)
build   30-Sep-2017 16:50:49      File "/usr/local/lib/python2.7/dist-packages/pipenv/cli.py", line 1290, in do_init
build   30-Sep-2017 16:50:49    [0m[91m    do_lock(system=system)
build   30-Sep-2017 16:50:49      File "/usr/local/lib/python2.7/dist-packages/pipenv/cli.py", line 1080, in do_lock
build   30-Sep-2017 16:50:49    [0m[91m    pre=pre
build   30-Sep-2017 16:50:49      File "/usr/local/lib/python2.7/dist-packages/pipenv/utils.py", line 421, in resolve_deps
build   30-Sep-2017 16:50:49    [0m[91m    resolved_tree.update(resolver.resolve())
build   30-Sep-2017 16:50:49      File "/usr/local/lib/python2.7/dist-packages/pipenv/patched/piptools/resolver.py", line 101, in resolve
build   30-Sep-2017 16:50:49    [0m[91m    has_changed, best_matches = self._resolve_one_round()
build   30-Sep-2017 16:50:49      File "/usr/local/lib/python2.7/dist-packages/pipenv/patched/piptools/resolver.py", line 199, in _resolve_one_round
build   30-Sep-2017 16:50:49    [0m[91m    for dep in self._iter_dependencies(best_match):
build   30-Sep-2017 16:50:49      File "/usr/local/lib/python2.7/dist-packages/pipenv/patched/piptools/resolver.py", line 293, in _iter_dependencies
build   30-Sep-2017 16:50:49        dependencies = self.repository.get_dependencies(ireq)
build   30-Sep-2017 16:50:49      File "/usr/local/lib/python2.7/dist-packages/pipenv/patched/piptools/repositories/pypi.py", line 171, in get_dependencies
build   30-Sep-2017 16:50:49        result = reqset._prepare_file(self.finder, ireq)
build   30-Sep-2017 16:50:49      File "/usr/local/lib/python2.7/dist-packages/pipenv/patched/pip/req/req_set.py", line 639, in _prepare_file
build   30-Sep-2017 16:50:49    [0m[91m    abstract_dist.prep_for_dist()
build   30-Sep-2017 16:50:49      File "/usr/local/lib/python2.7/dist-packages/pipenv/patched/pip/req/req_set.py", line 134, in prep_for_dist
build   30-Sep-2017 16:50:49    [0m[91m    self.req_to_install.run_egg_info()
build   30-Sep-2017 16:50:49      File "/usr/local/lib/python2.7/dist-packages/pipenv/patched/pip/req/req_install.py", line 438, in run_egg_info
build   30-Sep-2017 16:50:49    [0m[91m    command_desc='python setup.py egg_info')
build   30-Sep-2017 16:50:49      File "/usr/local/lib/python2.7/dist-packages/pipenv/patched/pip/utils/__init__.py", line 667, in call_subprocess
build   30-Sep-2017 16:50:49    [0m[91m    cwd=cwd, env=env)
build   30-Sep-2017 16:50:49      File "/usr/lib/python2.7/subprocess.py", line 711, in __init__
build   30-Sep-2017 16:50:49    [0m[91m    errread, errwrite)
build   30-Sep-2017 16:50:49      File "/usr/lib/python2.7/subprocess.py", line 1343, in _execute_child
build   30-Sep-2017 16:50:49    [0m[91m    raise child_exception
build   30-Sep-2017 16:50:49    OSError: [Errno 2] No such file or directory
error   30-Sep-2017 16:50:49    The command '/bin/sh -c cd /opt/supercrunch/function-service/lib &&     pipenv install --system' returned a non-zero code: 1
build   30-Sep-2017 16:50:49    [0mSending build context to Docker daemon 40.96 kB

但是,当我改为做以下事情时:

RUN pip install pipenv
RUN cd /my/app/path && pipenv install
RUN cd /my/app/path && pipenv install --system

这是工作...

所以有两个问题:第一:为什么pipenv shell给我这个错误,第二:为什么我必须在pipenv install之前做pipenv install --system才能让它工作?

我想使用pipenv来创建具有不同python版本和不同依赖版本的虚拟环境。

docker pipenv
3个回答
44
投票

考虑到你的问题,我知道最简单的方法是更新到最新版本的pipenv。它仍处于开发阶段,所以很快就会解决问题。

我们在生产中使用pipenvdocker。我们真的很喜欢它。有几点需要注意:

  1. 您需要使用--system标志,因此它会将所有软件包安装到系统python中,而不是安装到virtualenv中。由于docker容器不需要有virtualenvs
  2. 您需要使用--deploy标志,因此如果您的Pipfile.lock已过期,您的构建将失败
  3. 你需要使用--ignore-pipfile,所以它不会弄乱我们的设置

检查the official docs以确保此信息是最新的。

总而言之:

pipenv install --system --deploy --ignore-pipfile

还有一件事。如果您在开发和生产中使用相同的Dockerfile,那么仅在开发环境中使用--dev标志也是非常好的。

另外,查看我们的django项目模板以查看完整的示例:wemake-django-template


5
投票

pipenv文档不再正式建议在docker实例中使用--system标志。相反,他们建议使用虚拟环境,因为“它是用于部署到完整的操作系统”。这是警告:

...大多数集装箱都是在没有虚拟装置的情况下部署的,我相信你们都注意到了,我相信我的目的是保持纤薄并通过尽可能少地安装减少攻击面积

正如https://github.com/pypa/pipenv/pull/2762所述。

相反,解决方案是运行(如此处的不同答案中所述):

RUN pipenv install --deploy --ignore-pipfile

然后使用pipenv run将所有调用前缀加载到python,例如: CMD ["pipenv", "run", "python", "hello.py"]

PS。我本来想把它作为对已接受答案的评论,但我没有声誉。


3
投票

这个问题的直接答案是不使用shell,而是使用run

CMD ["pipenv", "run", "python", "my/app.py"]

如果你需要更多的灵活性,你也可以使用pipenv run sh init.sh,这将创建一个用所有pipenv环境变量初始化的shell。

我实际上更喜欢C. Sweet提到的方法。如果您可以通过预先构建虚拟环境并简单地将其复制(设置PIPENV_VENV_IN_PROJECT然后使用嵌套的FROM,然后使用COPY --from=builder-image),则不需要在最终容器中使用pythonpipenvpipenv依赖项。这大大减小了最终图像的大小。

Dockerfile

WORKDIR /etc/service/
CMD ["sh", "/etc/service/init.sh"]

init.sh

source /etc/service/my/.venv/bin/activate
python my/app.py
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