我正在尝试将Postgres与Docker一起构建Flask应用程序。我想连接到Postgres的AWS RDS实例,但是将Docker用于我的Flask应用程序。但是,在尝试设置时psycopg2
会遇到错误,因为找不到pg_config
。这是错误:
Building api
Step 1/5 : FROM python:3.6.3-alpine3.6
---> 84c98ca3b5c5
Step 2/5 : WORKDIR /usr/src/app
---> Using cache
---> 407c158f5ee4
Step 3/5 : COPY . .
---> 966df18d329e
Step 4/5 : RUN pip install -r requirements.txt
---> Running in 284cc97aeb63
Collecting aniso8601==1.3.0 (from -r requirements.txt (line 1))
Downloading aniso8601-1.3.0.tar.gz (57kB)
Collecting click==6.7 (from -r requirements.txt (line 2))
Downloading click-6.7-py2.py3-none-any.whl (71kB)
Collecting Flask==0.12.2 (from -r requirements.txt (line 3))
Downloading Flask-0.12.2-py2.py3-none-any.whl (83kB)
Collecting Flask-RESTful==0.3.6 (from -r requirements.txt (line 4))
Downloading Flask_RESTful-0.3.6-py2.py3-none-any.whl
Collecting Flask-SQLAlchemy==2.3.2 (from -r requirements.txt (line 5))
Downloading Flask_SQLAlchemy-2.3.2-py2.py3-none-any.whl
Collecting itsdangerous==0.24 (from -r requirements.txt (line 6))
Downloading itsdangerous-0.24.tar.gz (46kB)
Collecting Jinja2==2.9.6 (from -r requirements.txt (line 7))
Downloading Jinja2-2.9.6-py2.py3-none-any.whl (340kB)
Collecting MarkupSafe==1.0 (from -r requirements.txt (line 8))
Downloading MarkupSafe-1.0.tar.gz
Collecting psycopg2==2.7.3.1 (from -r requirements.txt (line 9))
Downloading psycopg2-2.7.3.1.tar.gz (425kB)
Complete output from command python setup.py egg_info:
running egg_info
creating pip-egg-info/psycopg2.egg-info
writing pip-egg-info/psycopg2.egg-info/PKG-INFO
writing dependency_links to pip-egg-info/psycopg2.egg-info/dependency_links.txt
writing top-level names to pip-egg-info/psycopg2.egg-info/top_level.txt
writing manifest file 'pip-egg-info/psycopg2.egg-info/SOURCES.txt'
Error: pg_config executable not found.
Please add the directory containing pg_config to the PATH
or specify the full executable path with the option:
python setup.py build_ext --pg-config /path/to/pg_config build ...
or with the pg_config option in 'setup.cfg'.
----------------------------------------
Command "python setup.py egg_info" failed with error code 1 in /tmp/pip-build-01lf5grh/psycopg2/
ERROR: Service 'api' failed to build: The command '/bin/sh -c pip install -r requirements.txt' returned a non-zero code: 1
这是我的Dockerfile
:
FROM python:3.6.3-alpine3.6
WORKDIR /usr/src/app
COPY . .
RUN pip install -r requirements.txt
CMD ["python", "app.py"]
许多其他问题在本地似乎也有类似的问题,但没有一个涉及使用Docker。这似乎是一个Docker问题,因为我可以设置本地虚拟环境,并且安装正常,因为我在本地安装了Postgres,并且可以在本地找到我pg_config
。
看来在容器构建/设置期间,Docker试图pg_config
在容器内查找。pg_config
即使我不会使用Postgres的容器化实例,而是使用RDS上的实例,是否可以在容器中安装?
欢迎提供有关如何解决此问题的任何建议。谢谢!
经过Python 3.4.8、3.5.5、3.6.5和2.7.14的测试(只需将3替换为2):
# You can use a specific version too, like python:3.6.5-alpine3.7
FROM python:3-alpine
WORKDIR /usr/src/app
COPY requirements.txt .
RUN \
apk add --no-cache postgresql-libs && \
apk add --no-cache --virtual .build-deps gcc musl-dev postgresql-dev && \
python3 -m pip install -r requirements.txt --no-cache-dir && \
apk --purge del .build-deps
COPY . .
CMD ["python3", "app.py"]
说明:要构建Psycopg,您需要安装软件包gcc musl-dev postgresql-dev
。然后,您还需要pg_config可执行文件:虽然可以简单地安装postgresql-dev
,postgresql-libs
但也可以正常工作,并且占用的空间少12 MB。
这是答案的原始版本(基于Dockerfile),在该版本中,我手动将Python安装到纯Alpine映像上,因为那时Python并未提供Python 3.6和Alpine 3.7的Docker映像。如果要这样安装Python 2.7,也可以这样做apk add py2-pip
(py-pip
在较早的Alpine仓库中称为)。
FROM alpine:3.7
WORKDIR /usr/src/app
COPY requirements.txt .
RUN \
apk add --no-cache python3 postgresql-libs && \
apk add --no-cache --virtual .build-deps gcc python3-dev musl-dev postgresql-dev && \
python3 -m pip install -r requirements.txt --no-cache-dir && \
apk --purge del .build-deps
COPY . .
CMD ["python3", "app.py"]
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