Features Generation BugFixes

[sykesdev]

Please see attached patch that fixes a bunch of bugs around feature generation in mflow.

It has the following...

1. Fix for this issue...
   features.py get_text_features pandas 1x support #33
2. train mode now correctly ignores the --pdate argument rather
   than falling over.
3. Arrays of NaN in feature generation were being dropped
   rather than added as a column of sentinels.
4. Multi feature generation was
   failing due to feature name count not matching feature count, improved the
   asserts around this and fixed the feature names.
5. Disabled scipy signal-to-noise ratio as this seems to be long-since deprecated. (my understanding is that the scipy version currently in use would fail for this feature).

mflow_bugfixes.txt

[mrconway]

These issues are next to be fixed. Thank you.