Blob Blame History Raw
--- ./src/C/glpk.c.orig	2013-07-31 12:05:27.089955661 -0600
+++ ./src/C/glpk.c	2013-07-31 12:13:40.702115730 -0600
@@ -22,6 +22,8 @@
 #include "cvxopt.h"
 #include "misc.h"
 #include <glpk.h>
+#include <float.h>
+#include <limits.h>
 
 PyDoc_STRVAR(glpk__doc__,
     "Interface to the simplex and mixed integer LP algorithms in GLPK.\n\n"
@@ -36,62 +38,15 @@ PyDoc_STRVAR(glpk__doc__,
 
 static PyObject *glpk_module;
 
-typedef struct {
-    char  name[20];
-    int   idx;
-    char  type;
-}   param_tuple;
-
-static const param_tuple GLPK_PARAM_LIST[] = {
-    {"LPX_K_MSGLEV",    LPX_K_MSGLEV,   'i'}, 
-    {"LPX_K_SCALE",     LPX_K_SCALE,    'i'},
-    {"LPX_K_DUAL",      LPX_K_DUAL,     'i'},
-    {"LPX_K_PRICE",     LPX_K_PRICE,    'i'},
-    {"LPX_K_RELAX",     LPX_K_RELAX,    'f'},
-    {"LPX_K_TOLBND",    LPX_K_TOLBND,   'f'},
-    {"LPX_K_TOLDJ",     LPX_K_TOLDJ,    'f'},
-    {"LPX_K_TOLPIV",    LPX_K_TOLPIV,   'f'},
-    {"LPX_K_ROUND",     LPX_K_ROUND,    'i'},
-    {"LPX_K_OBJLL",     LPX_K_OBJLL,    'f'},
-    {"LPX_K_OBJUL",     LPX_K_OBJUL,    'f'},
-    {"LPX_K_ITLIM",     LPX_K_ITLIM,    'i'},
-    {"LPX_K_ITCNT",     LPX_K_ITCNT,    'i'}, 
-    {"LPX_K_TMLIM",     LPX_K_TMLIM,    'f'},
-    {"LPX_K_OUTFRQ",    LPX_K_OUTFRQ,   'i'},
-    {"LPX_K_OUTDLY",    LPX_K_OUTDLY,   'f'},
-    {"LPX_K_BRANCH",    LPX_K_BRANCH,   'i'},
-    {"LPX_K_BTRACK",    LPX_K_BTRACK,   'i'},
-    {"LPX_K_TOLINT",    LPX_K_TOLINT,   'f'},
-    {"LPX_K_TOLOBJ",    LPX_K_TOLOBJ,   'f'},
-    {"LPX_K_MPSINFO",   LPX_K_MPSINFO,  'i'},
-    {"LPX_K_MPSOBJ",    LPX_K_MPSOBJ,   'i'},
-    {"LPX_K_MPSORIG",   LPX_K_MPSORIG,  'i'},
-    {"LPX_K_MPSWIDE",   LPX_K_MPSWIDE,  'i'},
-    {"LPX_K_MPSFREE",   LPX_K_MPSFREE,  'i'},
-    {"LPX_K_MPSSKIP",   LPX_K_MPSSKIP,  'i'},
-    {"LPX_K_LPTORIG",   LPX_K_LPTORIG,  'i'},
-    {"LPX_K_PRESOL",    LPX_K_PRESOL,   'i'},
-}; /* 28 paramaters */
-
-
 #if PY_MAJOR_VERSION >= 3
-static int get_param_idx(const char *str, int *idx, char *type)
+#define PYINT_CHECK(value) PyLong_Check(value)
+#define PYINT_AS_LONG(value) PyLong_AS_LONG(value)
+#define PYSTRING_FROMSTRING(str) PyUnicode_FromString(str)
 #else
-static int get_param_idx(char *str, int *idx, char *type)
+#define PYINT_CHECK(value) PyInt_Check(value)
+#define PYINT_AS_LONG(value) PyInt_AS_LONG(value)
+#define PYSTRING_FROMSTRING(str) PyString_FromString(str)
 #endif
-{
-    int i;
-
-    for (i=0; i<28; i++) {
-        if (!strcmp(GLPK_PARAM_LIST[i].name, str)) {
-            *idx =  GLPK_PARAM_LIST[i].idx;
-            *type = GLPK_PARAM_LIST[i].type;
-            return 1;
-        }
-    }
-    return 0;
-}
-
 
 static char doc_simplex[] =
     "Solves a linear program using GLPK.\n\n"
@@ -127,11 +82,12 @@ static PyObject *simplex(PyObject *self,
 {
     matrix *c, *h, *b=NULL, *x=NULL, *z=NULL, *y=NULL;
     PyObject *G, *A=NULL, *t=NULL, *param, *key, *value;
-    LPX *lp;
-    int m, n, p, i, j, k, nnz, nnzmax, *rn=NULL, *cn=NULL, param_id;
+    glp_prob *lp;
+    glp_smcp smcp;
+    int m, n, p, i, j, k, nnz, nnzmax, *rn=NULL, *cn=NULL;
     int_t pos=0;
     double *a=NULL, val;
-    char param_type, err_str[100]; 
+    char err_str[100];
 #if PY_MAJOR_VERSION >= 3
     const char *keystr;
 #else
@@ -183,18 +139,18 @@ static PyObject *simplex(PyObject *self,
         return NULL;
     }
 
-    lp = lpx_create_prob();
-    lpx_add_rows(lp, m+p);
-    lpx_add_cols(lp, n);
+    lp = glp_create_prob();
+    glp_add_rows(lp, m+p);
+    glp_add_cols(lp, n);
 
     for (i=0; i<n; i++){
-        lpx_set_obj_coef(lp, i+1, MAT_BUFD(c)[i]);
-        lpx_set_col_bnds(lp, i+1, LPX_FR, 0.0, 0.0);
+        glp_set_obj_coef(lp, i+1, MAT_BUFD(c)[i]);
+        glp_set_col_bnds(lp, i+1, GLP_FR, 0.0, 0.0);
     }
     for (i=0; i<m; i++)
-        lpx_set_row_bnds(lp, i+1, LPX_UP, 0.0, MAT_BUFD(h)[i]);
+        glp_set_row_bnds(lp, i+1, GLP_UP, 0.0, MAT_BUFD(h)[i]);
     for (i=0; i<p; i++)
-        lpx_set_row_bnds(lp, i+m+1, LPX_FX, MAT_BUFD(b)[i],
+        glp_set_row_bnds(lp, i+m+1, GLP_FX, MAT_BUFD(b)[i],
             MAT_BUFD(b)[i]);
 
     nnzmax = (SpMatrix_Check(G) ? SP_NNZ(G) : m*n ) +
@@ -203,7 +159,7 @@ static PyObject *simplex(PyObject *self,
     rn = (int *) calloc(nnzmax+1, sizeof(int));
     cn = (int *) calloc(nnzmax+1, sizeof(int));
     if (!a || !rn || !cn){
-        free(a);  free(rn);  free(cn);  lpx_delete_prob(lp);
+        free(a);  free(rn);  free(cn);  glp_delete_prob(lp);
         return PyErr_NoMemory();
     }
 
@@ -242,84 +198,155 @@ static PyObject *simplex(PyObject *self,
             nnz++;
         }
 
-    lpx_load_matrix(lp, nnz, rn, cn, a);
+    glp_load_matrix(lp, nnz, rn, cn, a);
     free(rn);  free(cn);  free(a);
 
     if (!(t = PyTuple_New(A ? 4 : 3))){
-        lpx_delete_prob(lp);
+        glp_delete_prob(lp);
         return PyErr_NoMemory();
     }
 
     if (!(param = PyObject_GetAttrString(glpk_module, "options"))
         || !PyDict_Check(param)){
-            lpx_delete_prob(lp);
+            glp_delete_prob(lp);
             PyErr_SetString(PyExc_AttributeError,
                 "missing glpk.options dictionary");
             return NULL;
     }
 
-    while (PyDict_Next(param, &pos, &key, &value))
+    glp_init_smcp(&smcp);
+    while (PyDict_Next(param, &pos, &key, &value)){
 #if PY_MAJOR_VERSION >= 3
-        if ((PyUnicode_Check(key)) && 
-            get_param_idx(_PyUnicode_AsString(key), &param_id, 
-            &param_type)){
+        if (PyUnicode_Check(key)){
             keystr = _PyUnicode_AsString(key);
 #else
-        if ((keystr = PyString_AsString(key)) && get_param_idx(keystr,
-            &param_id, &param_type)){
-#endif
-	    if (param_type == 'i'){
-#if PY_MAJOR_VERSION >= 3
-	        if (!PyLong_Check(value)){
-#else
-	        if (!PyInt_Check(value)){
-#endif
-                    sprintf(err_str, "invalid value for integer "
-                        "GLPK parameter: %-.20s", keystr);
-                    PyErr_SetString(PyExc_ValueError, err_str);
-	            lpx_delete_prob(lp);
-	            Py_DECREF(param);
-                    return NULL;
-	        }
-                if (!strcmp("LPX_K_PRESOL", keystr) &&
-#if PY_MAJOR_VERSION >= 3
-                    PyLong_AS_LONG(value) != 1){
-#else
-                    PyInt_AS_LONG(value) != 1){
+        if ((keystr = PyString_AsString(key))){
 #endif
+            if (!strcmp("LPX_K_MSGLEV", keystr)){
+                switch (PYINT_AS_LONG(value)){
+                    case 0: smcp.msg_lev = GLP_MSG_OFF; break;
+                    case 1: smcp.msg_lev = GLP_MSG_ERR; break;
+                    case 2: smcp.msg_lev = GLP_MSG_ON; break;
+                    case 3: smcp.msg_lev = GLP_MSG_ALL; break;
+                    default: goto error;
+                }
+            } else if (!strcmp("LPX_K_SCALE", keystr)){
+                switch(PYINT_AS_LONG(value)){
+                    case 0: glp_unscale_prob(lp); break;
+                    case 1: glp_scale_prob(lp, GLP_SF_EQ); break;
+                    case 2: glp_scale_prob(lp, GLP_SF_GM); break;
+                    case 3: glp_scale_prob(lp, GLP_SF_GM | GLP_SF_EQ); break;
+                    default: goto error;
+                }
+            } else if (!strcmp("LPX_K_DUAL", keystr)){
+                switch(PYINT_AS_LONG(value)){
+                    case 0: smcp.meth = GLP_PRIMAL; break;
+                    case 1: smcp.meth = GLP_DUAL; break;
+                    default: goto error;
+                }
+            } else if (!strcmp("LPX_K_PRICE", keystr)){
+                switch(PYINT_AS_LONG(value)){
+                    case 0: smcp.pricing = GLP_PT_STD; break;
+                    case 1: smcp.pricing = GLP_PT_PSE; break;
+                    default: goto error;
+                }
+            } else if (!strcmp("LPX_K_RELAX", keystr)){
+                double relax = PyFloat_AsDouble(value);
+                if (relax < 0.0 || relax > 1.0)
+                    goto error;
+                smcp.r_test = (relax == 0.0) ? GLP_RT_STD : GLP_RT_HAR;
+            } else if (!strcmp("LPX_K_TOLBND", keystr)){
+                smcp.tol_bnd = PyFloat_AsDouble(value);
+                if (smcp.tol_bnd < DBL_EPSILON || smcp.tol_bnd > 0.001)
+                    goto error;
+            } else if (!strcmp("LPX_K_TOLDJ", keystr)){
+                smcp.tol_dj = PyFloat_AsDouble(value);
+                if (smcp.tol_dj < DBL_EPSILON || smcp.tol_dj > 0.001)
+                    goto error;
+            } else if (!strcmp("LPX_K_TOLPIV", keystr)){
+                smcp.tol_piv = PyFloat_AsDouble(value);
+                if (smcp.tol_piv < DBL_EPSILON || smcp.tol_piv > 0.001)
+                    goto error;
+            } else if (!strcmp("LPX_K_ROUND", keystr)){
+                /* Ignored */
+            } else if (!strcmp("LPX_K_OBJLL", keystr)){
+                smcp.obj_ll = PyFloat_AsDouble(value);
+            } else if (!strcmp("LPX_K_OBJUL", keystr)){
+                smcp.obj_ul = PyFloat_AsDouble(value);
+            } else if (!strcmp("LPX_K_ITLIM", keystr)){
+                smcp.it_lim = PYINT_AS_LONG(value);
+                if (smcp.it_lim < 0)
+                    smcp.it_lim = INT_MAX;
+            } else if (!strcmp("LPX_K_ITCNT", keystr)){
+                /* Ignored */
+            } else if (!strcmp("LPX_K_TMLIM", keystr)){
+                smcp.tm_lim = (int)(PyFloat_AsDouble(value) * 1000.0);
+                if (smcp.tm_lim < 0)
+                    smcp.tm_lim = INT_MAX;
+            } else if (!strcmp("LPX_K_OUTFRQ", keystr)){
+                smcp.out_frq = PYINT_AS_LONG(value);
+                if (smcp.out_frq <= 0)
+                    goto error;
+            } else if (!strcmp("LPX_K_OUTDLY", keystr)){
+                smcp.out_dly = (int)(PyFloat_AsDouble(value) * 1000.0);
+            } else if (!strcmp("LPX_K_BRANCH", keystr)){
+                /* Ignored */
+            } else if (!strcmp("LPX_K_BTRACK", keystr)){
+                /* Ignored */
+            } else if (!strcmp("LPX_K_TOLINT", keystr)){
+                /* Ignored */
+            } else if (!strcmp("LPX_K_TOLOBJ", keystr)){
+                /* Ignored */
+            } else if (!strcmp("LPX_K_MPSINFO", keystr)){
+                /* Ignored */
+            } else if (!strcmp("LPX_K_MPSOBJ", keystr)){
+                /* Ignored */
+            } else if (!strcmp("LPX_K_MPSORIG", keystr)){
+                /* Ignored */
+            } else if (!strcmp("LPX_K_MPSWIDE", keystr)){
+                /* Ignored */
+            } else if (!strcmp("LPX_K_MPSFREE", keystr)){
+                /* Ignored */
+            } else if (!strcmp("LPX_K_MPSSKIP", keystr)){
+                /* Ignored */
+            } else if (!strcmp("LPX_K_LPTORIG", keystr)){
+                /* Ignored */
+            } else if (!strcmp("LPX_K_PRESOL", keystr)){
+                if (PYINT_AS_LONG(value) != 1)
                     PyErr_Warn(PyExc_UserWarning, "ignoring value of "
                         "GLPK parameter 'LPX_K_PRESOL'");
+            } else if (!strcmp("LPX_K_BINARIZE", keystr)){
+                /* Ignored */
+            } else if (!strcmp("LPX_K_USECUTS", keystr)){
+                /* Ignored */
+            } else if (!strcmp("LPX_K_BFTYPE", keystr)){
+                glp_bfcp bfcp;
+
+                glp_get_bfcp(lp, &bfcp);
+                switch(PYINT_AS_LONG(value)){
+                    case 1: bfcp.type = GLP_BF_FT; break;
+                    case 2: bfcp.type = GLP_BF_BG; break;
+                    case 3: bfcp.type = GLP_BF_GR; break;
+                    default: goto error;
                 }
-                else lpx_set_int_parm(lp, param_id,
-#if PY_MAJOR_VERSION >= 3
-                    PyLong_AS_LONG(value));
-#else
-                    PyInt_AS_LONG(value));
-#endif
-	    }
-	    else {
-#if PY_MAJOR_VERSION >= 3
-	        if (!PyLong_Check(value) && !PyFloat_Check(value)){
-#else
-	        if (!PyInt_Check(value) && !PyFloat_Check(value)){
-#endif
-                    sprintf(err_str, "invalid value for floating point "
-                        "GLPK parameter: %-.20s", keystr);
-                    PyErr_SetString(PyExc_ValueError, err_str);
-	            lpx_delete_prob(lp);
-	            Py_DECREF(param);
-                    return NULL;
-	        }
-	        lpx_set_real_parm(lp, param_id,
-                    PyFloat_AsDouble(value));
+                glp_set_bfcp(lp, &bfcp);
+            } else if (!strcmp("LPX_K_MIPGAP", keystr)){
+                /* Ignored */
+            } else {
+                sprintf(err_str, "unknown GLPK parameter: %-.20s", keystr);
+                PyErr_SetString(PyExc_ValueError, err_str);
+                glp_delete_prob(lp);
+                Py_DECREF(param);
+                return NULL;
 	    }
+        }
     }
-    lpx_set_int_parm(lp, LPX_K_PRESOL, 1);
+    smcp.presolve = GLP_ON;
     Py_DECREF(param);
 
-    switch (lpx_simplex(lp)){
+    switch (glp_simplex(lp, &smcp)){
 
-        case LPX_E_OK:
+        case 0:
 
             x = (matrix *) Matrix_New(n,1,DOUBLE);
             z = (matrix *) Matrix_New(m,1,DOUBLE);
@@ -329,71 +356,61 @@ static PyObject *simplex(PyObject *self,
                 Py_XDECREF(z);
                 Py_XDECREF(y);
                 Py_XDECREF(t);
-                lpx_delete_prob(lp);
+                glp_delete_prob(lp);
                 return PyErr_NoMemory();
             }
 
-            PyTuple_SET_ITEM(t, 0, (PyObject *)
-#if PY_MAJOR_VERSION >= 3
-                PyUnicode_FromString("optimal"));
-#else
-                PyString_FromString("optimal"));
-#endif
+            PyTuple_SET_ITEM(t, 0, (PyObject *)PYSTRING_FROMSTRING("optimal"));
 
             for (i=0; i<n; i++)
-                MAT_BUFD(x)[i] = lpx_get_col_prim(lp, i+1);
+                MAT_BUFD(x)[i] = glp_get_col_prim(lp, i+1);
             PyTuple_SET_ITEM(t, 1, (PyObject *) x);
 
             for (i=0; i<m; i++)
-                MAT_BUFD(z)[i] = -lpx_get_row_dual(lp, i+1);
+                MAT_BUFD(z)[i] = -glp_get_row_dual(lp, i+1);
             PyTuple_SET_ITEM(t, 2, (PyObject *) z);
 
             if (A){
                 for (i=0; i<p; i++)
-                    MAT_BUFD(y)[i] = -lpx_get_row_dual(lp, m+i+1);
+                    MAT_BUFD(y)[i] = -glp_get_row_dual(lp, m+i+1);
                 PyTuple_SET_ITEM(t, 3, (PyObject *) y);
             }
 
-            lpx_delete_prob(lp);
+            glp_delete_prob(lp);
             return (PyObject *) t;
 
-        case LPX_E_NOPFS:
+        case GLP_ENOPFS:
 
             PyTuple_SET_ITEM(t, 0, (PyObject *)
-#if PY_MAJOR_VERSION >= 3
-                PyUnicode_FromString("primal infeasible"));
-#else
-                PyString_FromString("primal infeasible"));
-#endif
+                PYSTRING_FROMSTRING("primal infeasible"));
             break;
 
-        case LPX_E_NODFS:
+        case GLP_ENODFS:
 
             PyTuple_SET_ITEM(t, 0, (PyObject *)
-#if PY_MAJOR_VERSION >= 3
-                PyUnicode_FromString("dual infeasible"));
-#else
-                PyString_FromString("dual infeasible"));
-#endif
+                PYSTRING_FROMSTRING("dual infeasible"));
             break;
 
         default:
 
             PyTuple_SET_ITEM(t, 0, (PyObject *)
-#if PY_MAJOR_VERSION >= 3
-                PyUnicode_FromString("unknown"));
-#else
-                PyString_FromString("unknown"));
-#endif
+                PYSTRING_FROMSTRING("unknown"));
     }
 
-    lpx_delete_prob(lp);
+    glp_delete_prob(lp);
 
     PyTuple_SET_ITEM(t, 1, Py_BuildValue(""));
     PyTuple_SET_ITEM(t, 2, Py_BuildValue(""));
     if (A) PyTuple_SET_ITEM(t, 3, Py_BuildValue(""));
 
     return (PyObject *) t;
+
+error:
+    sprintf(err_str, "invalid value for GLPK parameter: %-.20s", keystr);
+    PyErr_SetString(PyExc_ValueError, err_str);
+    glp_delete_prob(lp);
+    Py_DECREF(param);
+    return NULL;
 }
 
 
@@ -428,11 +445,12 @@ static PyObject *integer(PyObject *self,
     matrix *c, *h, *b=NULL, *x=NULL;
     PyObject *G, *A=NULL, *IntSet=NULL, *BinSet = NULL;
     PyObject *t=NULL, *param, *key, *value;
-    LPX *lp;
-    int m, n, p, i, j, k, nnz, nnzmax, *rn=NULL, *cn=NULL, param_id;
+    glp_prob *lp;
+    glp_iocp iocp;
+    int m, n, p, i, j, k, nnz, nnzmax, *rn=NULL, *cn=NULL;
     int_t pos=0;
     double *a=NULL, val;
-    char param_type, err_str[100]; 
+    char err_str[100]; 
 #if PY_MAJOR_VERSION >= 3
     const char *keystr;
 #else
@@ -490,18 +508,18 @@ static PyObject *integer(PyObject *self,
     if ((BinSet) && (!PyAnySet_Check(BinSet)))
       PY_ERR_TYPE("invalid binary index set");
 
-    lp = lpx_create_prob();
-    lpx_add_rows(lp, m+p);
-    lpx_add_cols(lp, n);
+    lp = glp_create_prob();
+    glp_add_rows(lp, m+p);
+    glp_add_cols(lp, n);
 
     for (i=0; i<n; i++){
-        lpx_set_obj_coef(lp, i+1, MAT_BUFD(c)[i]);
-        lpx_set_col_bnds(lp, i+1, LPX_FR, 0.0, 0.0);
+        glp_set_obj_coef(lp, i+1, MAT_BUFD(c)[i]);
+        glp_set_col_bnds(lp, i+1, GLP_FR, 0.0, 0.0);
     }
     for (i=0; i<m; i++)
-        lpx_set_row_bnds(lp, i+1, LPX_UP, 0.0, MAT_BUFD(h)[i]);
+        glp_set_row_bnds(lp, i+1, GLP_UP, 0.0, MAT_BUFD(h)[i]);
     for (i=0; i<p; i++)
-        lpx_set_row_bnds(lp, i+m+1, LPX_FX, MAT_BUFD(b)[i],
+        glp_set_row_bnds(lp, i+m+1, GLP_FX, MAT_BUFD(b)[i],
             MAT_BUFD(b)[i]);
 
     nnzmax = (SpMatrix_Check(G) ? SP_NNZ(G) : m*n ) +
@@ -510,7 +528,7 @@ static PyObject *integer(PyObject *self,
     rn = (int *) calloc(nnzmax+1, sizeof(int));
     cn = (int *) calloc(nnzmax+1, sizeof(int));
     if (!a || !rn || !cn){
-        free(a);  free(rn);  free(cn);  lpx_delete_prob(lp);
+        free(a);  free(rn);  free(cn);  glp_delete_prob(lp);
         return PyErr_NoMemory();
     }
 
@@ -549,77 +567,152 @@ static PyObject *integer(PyObject *self,
             nnz++;
         }
 
-    lpx_load_matrix(lp, nnz, rn, cn, a);
+    glp_load_matrix(lp, nnz, rn, cn, a);
     free(rn);  free(cn);  free(a);
 
     if (!(t = PyTuple_New(2))) {
-        lpx_delete_prob(lp);
+        glp_delete_prob(lp);
         return PyErr_NoMemory();
     }
 
     if (!(param = PyObject_GetAttrString(glpk_module, "options"))
         || !PyDict_Check(param)){
-            lpx_delete_prob(lp);
+            glp_delete_prob(lp);
             PyErr_SetString(PyExc_AttributeError,
                 "missing glpk.options dictionary");
             return NULL;
     }
 
-    while (PyDict_Next(param, &pos, &key, &value))
-#if PY_MAJOR_VERSION >= 3
-        if ((PyUnicode_Check(key)) && (keystr = PyUnicode_AS_DATA(key)) 
-            && get_param_idx(keystr, &param_id, &param_type)){
-#else
-        if ((keystr = PyString_AsString(key)) && get_param_idx(keystr,
-            &param_id, &param_type)){
-#endif
-	    if (param_type == 'i'){
-#if PY_MAJOR_VERSION >= 3
-	        if (!PyLong_Check(value)){
-#else
-	        if (!PyInt_Check(value)){
-#endif
-                    sprintf(err_str, "invalid value for integer "
-                        "GLPK parameter: %-.20s", keystr);
-                    PyErr_SetString(PyExc_ValueError, err_str);
-	            lpx_delete_prob(lp);
-	            Py_DECREF(param);
-                    return NULL;
-	        }
-                if (!strcmp("LPX_K_PRESOL", keystr) &&
+    glp_init_iocp(&iocp);
+    while (PyDict_Next(param, &pos, &key, &value)) {
 #if PY_MAJOR_VERSION >= 3
-                    PyLong_AS_LONG(value) != 1){
+        if ((PyUnicode_Check(key)) && (keystr = PyUnicode_AS_DATA(key))){
 #else
-                    PyInt_AS_LONG(value) != 1){
+        if ((keystr = PyString_AsString(key))){
 #endif
+            if (!strcmp("LPX_K_MSGLEV", keystr)){
+                switch (PYINT_AS_LONG(value)){
+                    case 0: iocp.msg_lev = GLP_MSG_OFF; break;
+                    case 1: iocp.msg_lev = GLP_MSG_ERR; break;
+                    case 2: iocp.msg_lev = GLP_MSG_ON; break;
+                    case 3: iocp.msg_lev = GLP_MSG_ALL; break;
+                    default: goto error;
+                }
+            } else if (!strcmp("LPX_K_SCALE", keystr)){
+                switch(PYINT_AS_LONG(value)){
+                    case 0: glp_unscale_prob(lp); break;
+                    case 1: glp_scale_prob(lp, GLP_SF_EQ); break;
+                    case 2: glp_scale_prob(lp, GLP_SF_GM); break;
+                    case 3: glp_scale_prob(lp, GLP_SF_GM | GLP_SF_EQ); break;
+                    default: goto error;
+                }
+            } else if (!strcmp("LPX_K_DUAL", keystr)){
+                /* Ignored */
+            } else if (!strcmp("LPX_K_PRICE", keystr)){
+                /* Ignored */
+            } else if (!strcmp("LPX_K_RELAX", keystr)){
+                /* Ignored */
+            } else if (!strcmp("LPX_K_TOLBND", keystr)){
+                /* Ignored */
+            } else if (!strcmp("LPX_K_TOLDJ", keystr)){
+                /* Ignored */
+            } else if (!strcmp("LPX_K_TOLPIV", keystr)){
+                /* Ignored */
+            } else if (!strcmp("LPX_K_ROUND", keystr)){
+                /* Ignored */
+            } else if (!strcmp("LPX_K_OBJLL", keystr)){
+                /* Ignored */
+            } else if (!strcmp("LPX_K_OBJUL", keystr)){
+                /* Ignored */
+            } else if (!strcmp("LPX_K_ITLIM", keystr)){
+                /* Ignored */
+            } else if (!strcmp("LPX_K_ITCNT", keystr)){
+                /* Ignored */
+            } else if (!strcmp("LPX_K_TMLIM", keystr)){
+                iocp.tm_lim = (int)(PyFloat_AsDouble(value) * 1000.0);
+                if (iocp.tm_lim < 0)
+                    iocp.tm_lim = INT_MAX;
+            } else if (!strcmp("LPX_K_OUTFRQ", keystr)){
+                /* Ignored */
+            } else if (!strcmp("LPX_K_OUTDLY", keystr)){
+                /* Ignored */
+            } else if (!strcmp("LPX_K_BRANCH", keystr)){
+                switch(PYINT_AS_LONG(value)){
+                    case 0: iocp.br_tech = GLP_BR_FFV; break;
+                    case 1: iocp.br_tech = GLP_BR_LFV; break;
+                    case 2: iocp.br_tech = GLP_BR_DTH; break;
+                    case 3: iocp.br_tech = GLP_BR_MFV; break;
+                    default: goto error;
+                }
+            } else if (!strcmp("LPX_K_BTRACK", keystr)){
+                switch(PYINT_AS_LONG(value)){
+                    case 0: iocp.bt_tech = GLP_BT_DFS; break;
+                    case 1: iocp.bt_tech = GLP_BT_BFS; break;
+                    case 2: iocp.bt_tech = GLP_BT_BPH; break;
+                    case 3: iocp.bt_tech = GLP_BT_BLB; break;
+                    default: goto error;
+                }
+            } else if (!strcmp("LPX_K_TOLINT", keystr)){
+                iocp.tol_int = PyFloat_AsDouble(value);
+                if (iocp.tol_int < DBL_EPSILON || iocp.tol_int > 0.001)
+                    goto error;
+            } else if (!strcmp("LPX_K_TOLOBJ", keystr)){
+                iocp.tol_obj = PyFloat_AsDouble(value);
+                if (iocp.tol_obj < DBL_EPSILON || iocp.tol_obj > 0.001)
+                    goto error;
+            } else if (!strcmp("LPX_K_MPSINFO", keystr)){
+                /* Ignored */
+            } else if (!strcmp("LPX_K_MPSOBJ", keystr)){
+                /* Ignored */
+            } else if (!strcmp("LPX_K_MPSORIG", keystr)){
+                /* Ignored */
+            } else if (!strcmp("LPX_K_MPSWIDE", keystr)){
+                /* Ignored */
+            } else if (!strcmp("LPX_K_MPSFREE", keystr)){
+                /* Ignored */
+            } else if (!strcmp("LPX_K_MPSSKIP", keystr)){
+                /* Ignored */
+            } else if (!strcmp("LPX_K_LPTORIG", keystr)){
+                /* Ignored */
+            } else if (!strcmp("LPX_K_PRESOL", keystr)){
+                if (PYINT_AS_LONG(value) != 1)
                     PyErr_Warn(PyExc_UserWarning, "ignoring value of "
                         "GLPK parameter 'LPX_K_PRESOL'");
+            } else if (!strcmp("LPX_K_BINARIZE", keystr)){
+                iocp.binarize = (PYINT_AS_LONG(value) == 0) ? GLP_OFF : GLP_ON;
+            } else if (!strcmp("LPX_K_USECUTS", keystr)){
+                int cuts = PYINT_AS_LONG(value);
+                if (cuts & ~0xFF)
+                    goto error;
+                iocp.cov_cuts = (cuts & 1) ? GLP_ON : GLP_OFF;
+                iocp.clq_cuts = (cuts & 2) ? GLP_ON : GLP_OFF;
+                iocp.gmi_cuts = (cuts & 4) ? GLP_ON : GLP_OFF;
+                iocp.mir_cuts = (cuts & 8) ? GLP_ON : GLP_OFF;
+            } else if (!strcmp("LPX_K_BFTYPE", keystr)){
+                glp_bfcp bfcp;
+
+                glp_get_bfcp(lp, &bfcp);
+                switch(PYINT_AS_LONG(value)){
+                    case 1: bfcp.type = GLP_BF_FT; break;
+                    case 2: bfcp.type = GLP_BF_BG; break;
+                    case 3: bfcp.type = GLP_BF_GR; break;
+                    default: goto error;
                 }
-                else 
-#if PY_MAJOR_VERSION >= 3
-                    lpx_set_int_parm(lp, param_id, PyLong_AS_LONG(value));
-#else
-                    lpx_set_int_parm(lp, param_id, PyInt_AS_LONG(value));
-#endif
-	    }
-	    else {
-#if PY_MAJOR_VERSION >= 3
-	        if (!PyLong_Check(value) && !PyFloat_Check(value)){
-#else
-	        if (!PyInt_Check(value) && !PyFloat_Check(value)){
-#endif
-                    sprintf(err_str, "invalid value for floating point "
-                        "GLPK parameter: %-.20s", keystr);
-                    PyErr_SetString(PyExc_ValueError, err_str);
-	            lpx_delete_prob(lp);
-	            Py_DECREF(param);
-                    return NULL;
-	        }
-	        lpx_set_real_parm(lp, param_id,
-                    PyFloat_AsDouble(value));
+                glp_set_bfcp(lp, &bfcp);
+            } else if (!strcmp("LPX_K_MIPGAP", keystr)){
+                iocp.mip_gap = PyFloat_AsDouble(value);
+                if (iocp.mip_gap < 0.0)
+                    goto error;
+            } else {
+                sprintf(err_str, "unknown GLPK parameter: %-.20s", keystr);
+                PyErr_SetString(PyExc_ValueError, err_str);
+                glp_delete_prob(lp);
+                Py_DECREF(param);
+                return NULL;
 	    }
+        }
     }
-    lpx_set_int_parm(lp, LPX_K_PRESOL, 1);
+    iocp.presolve = GLP_ON;
     Py_DECREF(param);
 
     if (IntSet) {
@@ -628,22 +721,14 @@ static PyObject *integer(PyObject *self,
       for (i=0; i<PySet_GET_SIZE(IntSet); i++) {
 
 	PyObject *tmp = PySequence_Fast_GET_ITEM(iter, i);
-#if PY_MAJOR_VERSION >= 3
-	if (!PyLong_Check(tmp)) {
-#else
-	if (!PyInt_Check(tmp)) {
-#endif
-	  lpx_delete_prob(lp);
+	if (!PYINT_CHECK(tmp)) {
+	  glp_delete_prob(lp);
 	  Py_DECREF(iter);
 	  PY_ERR_TYPE("non-integer element in I");
 	}
-#if PY_MAJOR_VERSION >= 3
-	int k = PyLong_AS_LONG(tmp);
-#else
-	int k = PyInt_AS_LONG(tmp);
-#endif
+	int k = PYINT_AS_LONG(tmp);
 	if ((k < 0) || (k >= n)) {
-	  lpx_delete_prob(lp);
+	  glp_delete_prob(lp);
 	  Py_DECREF(iter);
 	  PY_ERR(PyExc_IndexError, "index element out of range in I");
 	}
@@ -659,22 +744,14 @@ static PyObject *integer(PyObject *self,
       for (i=0; i<PySet_GET_SIZE(BinSet); i++) {
 
 	PyObject *tmp = PySequence_Fast_GET_ITEM(iter, i);
-#if PY_MAJOR_VERSION >= 3
-	if (!PyLong_Check(tmp)) {
-#else
-	if (!PyInt_Check(tmp)) {
-#endif
-	  lpx_delete_prob(lp);
+	if (!PYINT_CHECK(tmp)) {
+	  glp_delete_prob(lp);
 	  Py_DECREF(iter);
 	  PY_ERR_TYPE("non-binary element in I");
 	}
-#if PY_MAJOR_VERSION >= 3
-	int k = PyLong_AS_LONG(tmp);
-#else
-	int k = PyInt_AS_LONG(tmp);
-#endif
+	int k = PYINT_AS_LONG(tmp);
 	if ((k < 0) || (k >= n)) {
-	  lpx_delete_prob(lp);
+	  glp_delete_prob(lp);
 	  Py_DECREF(iter);
 	  PY_ERR(PyExc_IndexError, "index element out of range in B");
 	}
@@ -686,117 +763,92 @@ static PyObject *integer(PyObject *self,
     }
 
 
+    switch (glp_intopt(lp, &iocp)){
 
-    switch (lpx_intopt(lp)){
-
-        case LPX_E_OK:
+        case 0:
 
             x = (matrix *) Matrix_New(n,1,DOUBLE);
             if (!x) {
                 Py_XDECREF(t);
-                lpx_delete_prob(lp);
+                glp_delete_prob(lp);
                 return PyErr_NoMemory();
             }
-            PyTuple_SET_ITEM(t, 0, (PyObject *)
-#if PY_MAJOR_VERSION >= 3
-                PyUnicode_FromString("optimal"));
-#else
-                PyString_FromString("optimal"));
-#endif
+            PyTuple_SET_ITEM(t, 0, (PyObject *)PYSTRING_FROMSTRING("optimal"));
 
             for (i=0; i<n; i++)
-                MAT_BUFD(x)[i] = lpx_mip_col_val(lp, i+1);
+                MAT_BUFD(x)[i] = glp_mip_col_val(lp, i+1);
             PyTuple_SET_ITEM(t, 1, (PyObject *) x);
 
-            lpx_delete_prob(lp);
+            glp_delete_prob(lp);
             return (PyObject *) t;
 
-        case LPX_E_TMLIM:
+        case GLP_ETMLIM:
 
             x = (matrix *) Matrix_New(n,1,DOUBLE);
             if (!x) {
                 Py_XDECREF(t);
-                lpx_delete_prob(lp);
+                glp_delete_prob(lp);
                 return PyErr_NoMemory();
             }
             PyTuple_SET_ITEM(t, 0, (PyObject *)
-#if PY_MAJOR_VERSION >= 3
-                PyUnicode_FromString("time limit exceeded"));
-#else
-                PyString_FromString("time limit exceeded"));
-#endif
+                PYSTRING_FROMSTRING("time limit exceeded"));
 
             for (i=0; i<n; i++)
-                MAT_BUFD(x)[i] = lpx_mip_col_val(lp, i+1);
+                MAT_BUFD(x)[i] = glp_mip_col_val(lp, i+1);
             PyTuple_SET_ITEM(t, 1, (PyObject *) x);
 
-            lpx_delete_prob(lp);
+            glp_delete_prob(lp);
             return (PyObject *) t;
 
 
-        case LPX_E_FAULT:
+        case GLP_EBADB:
+        case GLP_ECOND:
+        case GLP_EBOUND:
             PyTuple_SET_ITEM(t, 0, (PyObject *)
-#if PY_MAJOR_VERSION >= 3
-                PyUnicode_FromString("invalid MIP formulation"));
-#else
-                PyString_FromString("invalid MIP formulation"));
-#endif
+                PYSTRING_FROMSTRING("invalid MIP formulation"));
             break;
 
-	case LPX_E_NOPFS:
+	case GLP_ENOPFS:
             PyTuple_SET_ITEM(t, 0, (PyObject *)
-#if PY_MAJOR_VERSION >= 3
-                PyUnicode_FromString("primal infeasible"));
-#else
-                PyString_FromString("primal infeasible"));
-#endif
+                PYSTRING_FROMSTRING("primal infeasible"));
             break;
 
-	case LPX_E_NODFS:
+	case GLP_ENODFS:
 
             PyTuple_SET_ITEM(t, 0, (PyObject *)
-#if PY_MAJOR_VERSION >= 3
-                PyUnicode_FromString("dual infeasible"));
-#else
-                PyString_FromString("dual infeasible"));
-#endif
+                PYSTRING_FROMSTRING("dual infeasible"));
             break;
 
-        case LPX_E_ITLIM:
+        case GLP_EITLIM:
 
             PyTuple_SET_ITEM(t, 0, (PyObject *)
-#if PY_MAJOR_VERSION >= 3
-                PyUnicode_FromString("maxiters exceeded"));
-#else
-                PyString_FromString("maxiters exceeded"));
-#endif
+                PYSTRING_FROMSTRING("maxiters exceeded"));
             break;
 
-	case LPX_E_SING:
+	case GLP_ESING:
 
             PyTuple_SET_ITEM(t, 0, (PyObject *)
-#if PY_MAJOR_VERSION >= 3
-                PyUnicode_FromString("singular or ill-conditioned basis"));
-#else
-                PyString_FromString("singular or ill-conditioned basis"));
-#endif
+                PYSTRING_FROMSTRING("singular or ill-conditioned basis"));
             break;
 
 
         default:
 
             PyTuple_SET_ITEM(t, 0, (PyObject *)
-#if PY_MAJOR_VERSION >= 3
-                PyUnicode_FromString("unknown"));
-#else
-                PyString_FromString("unknown"));
-#endif
+                PYSTRING_FROMSTRING("unknown"));
     }
 
-    lpx_delete_prob(lp);
+    glp_delete_prob(lp);
 
     PyTuple_SET_ITEM(t, 1, Py_BuildValue(""));
     return (PyObject *) t;
+
+error:
+    sprintf(err_str, "invalid value for GLPK parameter: %-.20s", keystr);
+    PyErr_SetString(PyExc_ValueError, err_str);
+    glp_delete_prob(lp);
+    Py_DECREF(param);
+    return NULL;
 }