You should use one of v... (e.g. v270py27) environments for your experiments always.
Once these environments are created, they will not change and stay frozen so that you can rely on them.
If you a problem with one these environments, you can only request for a new environment to be created.
Then, you would have to activate the environment that you want to use. For example: