Follow these steps to install virtualenv on python:
$ pip install virtualenv
$ mkdir new
$ cd new
$ virtualenv venv
Activate the virtualenv from your Linux shell:
$ venv/bin/activate
If you are using windows use the following command to activate virtualenv:
$ venv\scripts\activate
Now go ahead and install flask:
$ pip install flask