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In-memory data exchange

Description
  • ugiodense.py: Exchanging data between model and host application. Dense data (requires burglar8p.mos)
  • ugiosparse.py: Exchanging data between model and host application. Sparse data, string indices (requires burglar9p.mos)
Difficulty rating: 3 (intermediate)

ugiopython.zip[download all files]

Source Files
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ugiodense.py[download]
ugiosparse.py[download]
burglar8p.mos[download]
burglar9p.mos[download]





burglar9p.mos

(!******************************************************
   Mosel User Guide Example Problems
   =================================

   file burglar9p.mos
   ``````````````````
   Same as burglar2.mos, with input from/output to
   calling application via a parameterized data source.

   (c) 2026 Fair Isaac Corporation
       author: S. Heipcke, Mar. 2006, rev. B. Vieira 2026
*******************************************************!)

model Burglar9p
 uses "mmxprs"

 parameters
  DATASOURCE = 'burglar.dat'       ! Data source (overridden to 'moselpy:' from Python)
  WTMAX = 102                      ! Maximum weight allowed
 end-parameters

 declarations
  ITEMS: set of string             ! Index set for items
  VALUE: array(ITEMS) of real      ! Value of items
  WEIGHT: array(ITEMS) of real     ! Weight of items
  soltake: array(ITEMS) of real    ! Solution values
 end-declarations

 initializations from DATASOURCE
  VALUE  WEIGHT
 end-initializations

 declarations
  take: array(ITEMS) of mpvar      ! 1 if we take item i; 0 otherwise
 end-declarations

! Objective: maximize total value
 MaxVal:= sum(i in ITEMS) VALUE(i)*take(i)

! Weight restriction
 sum(i in ITEMS) WEIGHT(i)*take(i) <= WTMAX

! All variables are 0/1
 forall(i in ITEMS) take(i) is_binary

 maximize(MaxVal)                  ! Solve the MIP-problem

! Output solution to calling application
 forall(i in ITEMS) soltake(i):= getsol(take(i))

 initializations to DATASOURCE
  soltake
 end-initializations

end-model

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