conda创建和使用python的虚拟环境

https://uoa-eresearch.github.io/eresearch-cookbook/recipe/2014/11/20/conda/

当我们使用服务器的时候，会存在多个用户，并且可能系统管理员也安装了anaconda，这样python指向的环境有肯能是管理员的目录，

我们可以通过 conda env list 查看存在的环境，以及当前使用的是哪个环境，可以根据pytorch的不同版本安装在相应的环境中，便于适应不同的项目

$conda env list
# conda environments:
#
pytorch1.0               /home/username1/.conda/envs/pytorch1.0
                         /home/username1/anaconda2
base                  *  /home/username2/install/anaconda2

其中星号表示当前使用的环境路径，我们可以通过以下方式修改

1. 创建虚拟环境

conda create -n env_name python=2.7.14

env_name：要创建的虚拟环境名称

2. 激活环境

source activate env_name

3. 查看环境

conda env list

显示结果，当前环境已经变为我们设置的目录了

# conda environments:
#
pytorch1.0            *  /home/username1/.conda/envs/pytorch1.0
                         /home/username1/anaconda2
base                     /home/username2/install/anaconda2

4. 退出环境

conda deactivate

5. 删除环境

conda remove -n env_name --all

注意：win10下cmd或者powershell经常无法激活虚拟环境，即如下错误

CommandNotFoundError: Your shell has not been properly configured to use 'conda activate'.
If your shell is Bash or a Bourne variant, enable conda for the current user with

    $ echo ". D:Anaconda3/etc/profile.d/conda.sh" >> ~/.bashrc

or, for all users, enable conda with

    $ sudo ln -s D:Anaconda3/etc/profile.d/conda.sh /etc/profile.d/conda.sh

The options above will permanently enable the 'conda' command, but they do NOT
put conda's base (root) environment on PATH.  To do so, run

    $ conda activate

in your terminal, or to put the base environment on PATH permanently, run

    $ echo "conda activate" >> ~/.bashrc

Previous to conda 4.4, the recommended way to activate conda was to modify PATH in
your ~/.bashrc file.  You should manually remove the line that looks like

    export PATH="D:Anaconda3/bin:$PATH"

^^^ The above line should NO LONGER be in your ~/.bashrc file! ^^^

解决办法：可以使用anaconda自带的Anaconda Prompt运行