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Add support for cardinality constraints #982

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1 change: 1 addition & 0 deletions CHANGELOG.md
Original file line number Diff line number Diff line change
Expand Up @@ -2,6 +2,7 @@

## Unreleased
### Added
- Added support for cardinality constraints
- Added getLinearConsIndicator
- Added SCIP_LPPARAM, setIntParam, setRealParam, getIntParam, getRealParam, isOptimal, getObjVal, getRedcost for lpi
- Added isFeasPositive
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12 changes: 12 additions & 0 deletions src/pyscipopt/scip.pxd
Original file line number Diff line number Diff line change
Expand Up @@ -1833,6 +1833,18 @@ cdef extern from "scip/cons_cardinality.h":
SCIP_VAR* var,
SCIP_VAR* indvar)

int SCIPgetNVarsCardinality(SCIP* scip,
SCIP_CONS* cons)

SCIP_VAR** SCIPgetVarsCardinality(SCIP* scip,
SCIP_CONS* cons)

int SCIPgetCardvalCardinality(SCIP* scip,
SCIP_CONS* cons)

SCIP_Real* SCIPgetWeightsCardinality(SCIP* scip,
SCIP_CONS* cons)

cdef extern from "scip/cons_indicator.h":
SCIP_RETCODE SCIPcreateConsIndicator(SCIP* scip,
SCIP_CONS** cons,
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155 changes: 155 additions & 0 deletions src/pyscipopt/scip.pxi
Original file line number Diff line number Diff line change
Expand Up @@ -6177,6 +6177,161 @@ cdef class Model:

return pyCons

def chgCardvalCardinality(self, Constraint cons, cardval):
"""
Change the cardinality value of a cardinality constraint (i.e., right hand side of cardinality constraint).

Parameters
----------
cons : Constraint
Cardinality constraint
cardval : int
Number of variables allowed to be nonzero

"""
PY_SCIP_CALL(SCIPchgCardvalCardinality(self._scip, cons.scip_cons, cardval))

def addVarCardinality(self, Constraint cons, Variable var, indvar=None, weight=None):
"""
Add a variable to a cardinality constraint.

Parameters
----------
cons : Constraint
Cardinality constraint
var : Variable
new variable
indvar : Variable or None, optional
indicator variable indicating which variables may be treated as nonzero in
cardinality constraint, or None if new indicator variables should be
introduced automatically (Default value = None)
weight : float or None, optional
weight determining the variable order, or None if variables should be ordered
in the same way they were added to the constraint (Default value = None)

"""
if indvar:
PY_SCIP_CALL(SCIPaddVarCardinality(self._scip, cons.scip_cons, var.scip_var, indvar.scip_var, weight))
else:
PY_SCIP_CALL(SCIPappendVarCardinality(self._scip, cons.scip_cons, var.scip_var, NULL, NULL)) ??? <- check what to do with the null weight

def appendVarCardinality(self, Constraint cons, Variable var, Variable indvar=None):
"""
Append a variable to a cardinality constraint.

Parameters
----------
cons : Constraint
Cardinality constraint
var : Variable
new variable
indvar : Variable or None, optional
indicator variable indicating which variables may be treated as nonzero in
cardinality constraint, or None if new indicator variables should be
introduced automatically (Default value = None)
"""
if indvar:
PY_SCIP_CALL(SCIPaddVarCardinality(self._scip, cons.scip_cons, var.scip_var, indvar.scip_var))
else:
PY_SCIP_CALL(SCIPappendVarCardinality(self._scip, cons.scip_cons, var.scip_var, NULL))

def getNVarsCardinality(self, Constraint cons):
"""
Get number of variables in a cardinality constraint.

Parameters
----------
cons : Constraint
Cardinality constraint

Returns
-------
int
Number of variables in the cardinality constraint

"""

return SCIPgetNVarsCardinality(self._scip, cons.scip_cons, &nvars, &success)

def getVarsCardinality(self, Constraint cons):
"""
Get variables in a cardinality constraint.

Parameters
----------
cons : Constraint
Cardinality constraint

Returns
-------
list of Variable
List of variables in the cardinality constraint

"""
cdef SCIP_VAR** _vars
cdef int nvars
cdef SCIP_Bool success
cdef int i

SCIPgetNVarsCardinality(self._scip, cons.scip_cons, &nvars, &success)
_vars = <SCIP_VAR**> malloc(nvars * sizeof(SCIP_VAR*))
SCIPgetVarsCardinality(self._scip, cons.scip_cons, _vars, nvars*sizeof(SCIP_VAR*), &success)

vars = []
for i in range(nvars):
ptr = <size_t>(_vars[i])
# check whether the corresponding variable exists already
if ptr in self._modelvars:
vars.append(self._modelvars[ptr])
else:
# create a new variable
var = Variable.create(_vars[i])
assert var.ptr() == ptr
self._modelvars[ptr] = var
vars.append(var)

return vars

def getCardvalCardinality(self, Constraint cons):
"""
Get the cardinality value of a cardinality constraint (i.e., right hand side of cardinality constraint).

Parameters
----------
cons : Constraint
Cardinality constraint

Returns
-------
int
Number of variables allowed to be nonzero

"""
return SCIPgetCardvalCardinality(self._scip, cons.scip_cons)

def getWeightsCardinality(self, Constraint cons):
"""
Get the weights of a cardinality constraint (or NULL if nonexistent).

Parameters
----------
cons : Constraint
Cardinality constraint

Returns
-------
list of float

"""
cdef SCIP_Real* weights
cdef int nvars

nvars = SCIPgetNVarsCardinality(self._scip, cons.scip_cons)
weights = <SCIP_Real*> malloc(nvars * sizeof(SCIP_Real))
weights = SCIPgetWeightsCardinality(self._scip, cons.scip_cons)

return [weights[i] for i in range(nvars)]

def addConsIndicator(self, cons, binvar=None, activeone=True, name="",
initial=True, separate=True, enforce=True, check=True,
propagate=True, local=False, dynamic=False,
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