在使用dockerfile封装镜像的时候，每次运行到下面这条指令
RUN pip3 install tensorflow==1.8 -i https://pypi.tuna.tsinghua.edu.cn/simple/
就会报错
During handling of the above exception, another exception occurred:
Traceback (most recent call last):
File "/usr/lib/python3/dist-packages/pip/basecommand.py", line 215, in main
status = self.run(options, args)
File "/usr/lib/python3/dist-packages/pip/commands/install.py", line 353, in run
wb.build(autobuilding=True)
File "/usr/lib/python3/dist-packages/pip/wheel.py", line 749, in build
self.requirement_set.prepare_files(self.finder)
File "/usr/lib/python3/dist-packages/pip/req/req_set.py", line 380, in prepare_files
ignore_dependencies=self.ignore_dependencies))
File "/usr/lib/python3/dist-packages/pip/req/req_set.py", line 620, in _prepare_file
session=self.session, hashes=hashes)
File "/usr/lib/python3/dist-packages/pip/download.py", line 821, in unpack_url
hashes=hashes
File "/usr/lib/python3/dist-packages/pip/download.py", line 659, in unpack_http_url
hashes)
File "/usr/lib/python3/dist-packages/pip/download.py", line 882, in _download_http_url
_download_url(resp, link, content_file, hashes)
File "/usr/lib/python3/dist-packages/pip/download.py", line 603, in _download_url
hashes.check_against_chunks(downloaded_chunks)
File "/usr/lib/python3/dist-packages/pip/utils/hashes.py", line 46, in check_against_chunks
for chunk in chunks:
File "/usr/lib/python3/dist-packages/pip/download.py", line 571, in written_chunks
for chunk in chunks:
File "/usr/lib/python3/dist-packages/pip/utils/ui.py", line 139, in iter
for x in it:
File "/usr/lib/python3/dist-packages/pip/download.py", line 560, in resp_read
decode_content=False):
File "/usr/share/python-wheels/urllib3-1.22-py2.py3-none-any.whl/urllib3/response.py", line 436, i n stream
data = self.read(amt=amt, decode_content=decode_content)
File "/usr/share/python-wheels/urllib3-1.22-py2.py3-none-any.whl/urllib3/response.py", line 401, i n read
raise IncompleteRead(self._fp_bytes_read, self.length_remaining)
File "/usr/lib/python3.6/contextlib.py", line 99, in __exit__
self.gen.throw(type, value, traceback)
File "/usr/share/python-wheels/urllib3-1.22-py2.py3-none-any.whl/urllib3/response.py", line 307, i n _error_catcher
raise ReadTimeoutError(self._pool, None, 'Read timed out.')
urllib3.exceptions.ReadTimeoutError: HTTPSConnectionPool(host='pypi.tuna.tsinghua.edu.cn', port=443) : Read timed out.
The command '/bin/sh -c pip3 install tensorflow==1.8 -i https://pypi.tuna.tsinghua.edu.cn/simple/' r eturned a non-zero code: 2
在网上找不到类似的错误情况，于是请教我们组的同事，按照dockerfile中的步骤一步一步排查，最后的解决方案如下：
解决方法分为三步走：
- 在封装的上下文环境中，创建sources.list
vim sources.list
- 将下面这段内容复制到
sources.list中去，这里我的dockerfile使用的ubuntu18.04的镜像，所以使用的下面的镜像语句，如果是别的版本的ubuntu,那么需要根据实际情况修改，可以参考https://opsx.alibaba.com/mirror这个阿里的开源镜像站。
deb http://mirrors.aliyun.com/ubuntu/ bionic main restricted universe multiverse deb-src http://mirrors.aliyun.com/ubuntu/ bionic main restricted universe multiverse deb http://mirrors.aliyun.com/ubuntu/ bionic-security main restricted universe multiverse deb-src http://mirrors.aliyun.com/ubuntu/ bionic-security main restricted universe multiverse deb http://mirrors.aliyun.com/ubuntu/ bionic-updates main restricted universe multiverse deb-src http://mirrors.aliyun.com/ubuntu/ bionic-updates main restricted universe multiverse deb http://mirrors.aliyun.com/ubuntu/ bionic-proposed main restricted universe multiverse deb-src http://mirrors.aliyun.com/ubuntu/ bionic-proposed main restricted universe multiverse deb http://mirrors.aliyun.com/ubuntu/ bionic-backports main restricted universe multiverse deb-src http://mirrors.aliyun.com/ubuntu/ bionic-backports main restricted universe multiverse
- 在Dockerfile中涉及下载的内容之前，添加下面的语句（写一次即可）这个语句的作用就是覆盖ubuntu镜像的下载源设置
ADD sources.list /etc/apt/
完成这三步之后，重新运行sudo docker build 指令，然后会发现现在下载的特别快，然后很快就完成了docker镜像的包装。
可能的原因，因为ubuntu 默认的下载服务源是国外镜像，比较慢，替换成阿里的源之后，就比较快