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More recent ipopt builds enable the use of SPRAL instead of MUMPS via the option linear_solver = spral. Version 3.14+ of ipopt can be forced in the conda env .yaml file.
linux: after some fiddling with the conda env (need to prune older gfortran version apparently), the spral option seems to work (need to set environment variable OMP_CANCELLATION=TRUE), although not obviously faster. Proper benchmark needed.
macos: forcing ipopt 3.14 fails for now. To investigate.
More recent ipopt builds enable the use of SPRAL instead of MUMPS via the option linear_solver = spral. Version 3.14+ of ipopt can be forced in the conda env .yaml file.