Changes

New stats system  (#1270)

* Initial commit for the new stats system

* Adding helper scripts

* Fixes and another script

* Updates

* Improvements

* Fixed bug in all_stats.in

* Updates

* Adding dash app

* Updates, also including new dash app since I'm finding it quite useful

* Improvements/fixes and adding missing variable to all_stats.in

* Updates

* Moving wp2sclrp, wpsclrp2, wpsclrprtp, and wpsclrpthlp to the zt netcdf output file, since those are zt variables. Also adding a missing variable, rcm_in_cloud, to all_stats.in and correcting a missing comma bug. This is technically BIT_CHANGING because the variables are moving files, but the stored data is identical from 1:nzt - the nzm level just had garbage for those variables and is now gone.

* Updates

* Updates

* The big stats pull, only new stats remains now

* Some cleanup

* Lot's of core rework, new index caching system speeds things up

* Missed files

* Small improvements a bug fix to the grid remapped output

* Fixing up logic and ordering things a bit better

* Little improvements

* Cleanup and simplications to new stats core

* Little improvements, mostly to dash app

* Mostly cleanup

* Making GPU code work

* Making more scripts work

* Fixing line lengths

* Bug fixes

* Bug fixes

* Bug fixes

* Bug fixes

* Bug fixes and script updates

* Jenkins script update

* Jenkins script update

* Jenkins script update

* Jenkins script update

* Jenkins script update

* Jenkins script update

* Script update

* Script update

* Script update

* Script update

* Script update

* Script update

* Script update

* Test update

* Jenkins script update

* Test update

* Fixing bug

* Fixing bug

* Fixing up comments

* Small fixes

* Jenkins script update

* CMake update

* Little fix for cmake

* Jenkins script update

* Jenkins script updateS

* Cmake update

* Jenkins script update

* Jenkins script update

* Jenkins script updates

* Adding new stats input

* Small fixes

* Fixing old compile scripts

* Jenkins script updates

* Jenkins script updates

* Jenkins script updates

* Little fixes

* Little cmake fix

* Little jenkins fix

* Mono flux test update and _api renamings

* Small Jenkins fix

* Adding missing comments back

* Even more comments

* stats updates

* Even more comments

* Various small improvements

* Removing test statsd

* Adding some things back to _api and adding structure explaining comment in stats files.

* Many more comments

* Removing plan file

* Spelling fix

Fixing fire tuner