Consume: pre-compute look-up table and refactor consume wrapper module to use table rather than run consume in realtime

[jdubowy]

• [x] script to pre-compute consume
  • [x] compute for for every combination of
    • FCCS fuelbed groups
    • activity vs. natural
    • ecoregions - "western", "southern", "boreal"
    • six different values of 1000hr FM (representing very dry, dry, moderate, moist, wet, very wet)
    • six different values of 10hr FM (representing very dry, dry, moderate, moist, wet, very wet)
    • six different values of duff FM (representing very dry, dry, moderate, moist, wet, very wet)
  • [x] research formats for storing matrix of data
  • [x] write to file in chosen format
• [x] update consume wrapper code to
  • [x] optionally use pre-computed vs. run in real time
  • [x] if pre-computed
    • [x] load table once per run
    • [x] convert each FM value to bucket (dry, very dry, etc.)
    • [x] read from table rather than call consume (unless FCCS ID isn't in consume, in which case run consume)
• [x] fix setting of *_available settings in precomputation
• [x] separate files (consumption+heat) per fire type, burn type, ecoregion, and season
• [x] Fix the following errors (was due to old version of consume)

  2023-08-22 12:28:42,642 WARNING: Failed to set rotten_cwd_pct_available: <consume.fuel_consumption.FuelConsumption object at 0x7fbeaaee6b20> is a frozen class 
  2023-08-22 12:28:42,686 WARNING: Failed to set duff_pct_available: <consume.fuel_consumption.FuelConsumption object at 0x7fbeb62f2760> is a frozen class
  2023-08-22 12:28:42,686 WARNING: Failed to set sound_cwd_pct_available: <consume.fuel_consumption.FuelConsumption object at 0x7fbeb62f2760> is a frozen class

• [ ] update precompute script to record consume version in file under data/, load it in lookup object, and record in Bluesky output ( in processing?)
• [ ] make sure existing tests pass
• [ ] write unit/regression test comparing precomputed and realtime output
• [ ] write script to graph precomputed data
• [ ] get reduced fm levels (what about dry, moderate, and moist)
• [ ] get fccs groupings
• [ ] defaults for each moisture level should be per region (see TODO in code comment)