Pyomo/pyomo 6.8.0

Pyomo 6.8.0

on GitHub

Highlights of the 6.8 release series

• Support for Numpy2
• Refactor of Design of Experiments (contrib.doe)
• New packages:
  • alternative_solutions: alternative (near) optimal solutions
• New solver interfaces:
  • SAS: Statistical Analysis System
  • v2: Ongoing solver interface refactor
• ...and of course numerous minor bug fixes and performance enhancements

Changes in this release

SIGNIFICANT CHANGE NOTICE

• Internal data storage for Constraint objects (see #3293)
• No longer release cythonized wheel for Python 3.11+ (see #3355)

CHANGELOG

• General
  • Add ParameterizedQuadraticRepn and corresponding walker (#3324)
  • Update Pyomo for NumPy 2.0 compatibility (#3292, #3353)
  • Add ParameterizedLinearRepn and corresponding walker (#3268)
  • Update Release Process Workflow for changes in pip (#3355)
• Core
  • Handle uninitialized variable in propagate_solution of scaling
    transformation (#3275)
  • Add context option to SuffixFinder (#3348)
  • Remove the _suppress_ctypes attribute from Block (#3347)
  • Improve Set initialization performance (#3302)
  • Update Constraint to only store the original expression (not
    lower/body/upper) (#3293)
  • Kernel: fix bug in conic geomean (#3310)
  • Fix bug with IndexedSet objects and the within argument (#3288)
  • Support validate/filter for IndexedSet components using index (#3338)
• Solver Interfaces
  • Resolve NLv2 incompatibility with multithreading (#3332)
  • Resolve writer performance degradation (#3343)
  • Fix bug with inconsistent use of result and results (#3337)
  • LegacySolverWrapper: restore 'options' attribute (#3334)
  • Fix bug in XpressDirect._load_slacks (#3318)
  • NLv2: support expressions with nested external functions (#3319)
  • Ignore errors on ASL solver version check (#3298)
  • Add SAS solver interface (#2886, #3309)
• Testing
  • Omnibus testing / platform portability fixes (#3335)
  • Change BARON download URL (#3328)
  • Disable interface/testing for NEOS/octeract (#3322)
  • Fix typo in Jenkins driver (#3312)
  • Jenkins: update logic for recording variables (#3311)
  • Unpin Codecov / Update coverage (#3303)
• GDP
  • Don't transform known-to-be infeasible Disjuncts in multiple BigM (#3314)
• Contributed Packages
  • alternative_solutions: Add a new contrib package for generating
    alternative solutions (#3270)
  • APPSI: Allow maingo_solvermodel to be imported without maingopy (#3330)
  • APPSI: Sort indices while removing constraints to fix bug in HiGHs
    interface (#3281)
  • CP: Add beforeChild handling for bools in logical expressions (#3315)
  • DoE: Refactor to improve API and maintainability (#3317)
  • incidence_analysis: Raise error in generate_strongly_connected_components
    instead of asserting (#3305)
  • parmest: Add missing main call for example file (#3349)
  • piecewise: Add incremental PW linear to MIP transformation (#3287)
  • piecewise: Add nonlinear-to-piecewise-linear transformation (#3333)
  • PyNumero: Support user-provided CyIpopt callbacks with 13 arguments (#3289)
  • PyNumero: Support PyomoNLP scaling factors on sub-blocks (#3295)
  • PyROS: Temporarily Adjust NL Writer Feasibility Tolerance (#3280)
  • viewer: Add option to specify the model by variable name (#3271)