I am trying to run the Ipython console plugin in QGIS 2.12 

After installing the plugin, I tried running it, and got the following
error: 

You need to install IPython 3.1.0 (and then restart QGIS) before running
this IPyConsole plugin.
IPython can be installed with pip install "ipython[all]==3.1.0". More
informations about IPython installation on
https://ipython.org/install.html [1]
The exception message is: [blank] 

So I followed the instructions, and ran SUDO PIP INSTALL
"IPYTHON[ALL]==3.1.0" ... the installation was successful, but then when
I restarted QGIS and tried to open the Ipython console, I got exactly
the same error message. I double-checked and when I run ipython it is
indeed running 3.1.0 now:

Python 3.5.0+ (default, Oct 11 2015, 09:05:38) 

IPython 3.1.0 -- An enhanced Interactive Python. 

What else do I need to do? Why would QGIS not be able to recognize that
I have the correct version of ipython installed? 

(I am running Ubuntu 15.10 if that helps) 

Thanks! 

Jesse Taylor 

Links:
------
[1] https://ipython.org/install.html
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