Add some pynumero-based sensitivity functions

[eslickj]

Fixes None

Add a couple pynumero-based sensitivity functions to the sensitivity toolbox function.

Summary/Motivation:

This provides some alternative sensitivity calculations based on pynumero

Changes proposed in this PR:

• and ability to calculate sensitivity using pynumero

Legal Acknowledgement

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1. I agree my contributions are submitted under the BSD license.
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[adowling2]

Adding a note for me to look at this!

[codecov]

Codecov Report

Attention: Patch coverage is 95.12195% with 2 lines in your changes missing coverage. Please review.

Project coverage is 88.72%. Comparing base (d1a507f) to head (52604ae).
Report is 130 commits behind head on main.

Files with missing lines	Patch %	Lines
pyomo/contrib/sensitivity_toolbox/pynumero.py	95.12%	2 Missing ⚠️

Additional details and impacted files

@@           Coverage Diff            @@
##             main    #3561    +/-   ##
========================================
  Coverage   88.72%   88.72%            
========================================
  Files         889      891     +2     
  Lines      102145   102448   +303     
========================================
+ Hits        90626    90902   +276     
- Misses      11519    11546    +27     

Flag	Coverage Δ
builders	26.57% <19.51%> (+<0.01%)	⬆️
default	84.84% <95.12%> (?)
expensive	33.96% <19.51%> (?)
linux	86.20% <95.12%> (-2.27%)	⬇️
linux_other	86.20% <95.12%> (-0.04%)	⬇️
osx	76.20% <95.12%> (+0.01%)	⬆️
win	84.73% <95.12%> (+<0.01%)	⬆️
win_other	84.73% <95.12%> (+<0.01%)	⬆️

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[eslickj]

Note to self: I found this can cause Python to just quit without an error message if you try to remap columns outside the matrix (like if the matrix has 4 columns and you try to move a column to the 6th column or move the 6th column that doesn't exist). At least probably should add a shape check. May want to rethink this.