1
2
3
4
5
6
7
8
9
10
11
12
13
14
15
16
17
18
19
20
21
22
23
24
25
26
27
28
29
30
31
32
33
34
35
36
37
38
39
40
41
42
43
44
45
46
47
48
49
50
51
52
53
54
55
56
57
58
59
60
61
62
63
64
65
66
67
68
69
70
71
72
73
74
75
76
77
78
79
80
81
82
83
84
85
86
87
88
89
90
91
92
93
94
95
96
97
98
99
100
101
102
103
104
105
106
107
108
109
110
111
112
113
114
115
116
117
118
119
120
121
122
123
124
125
126
127
128
129
130
131
132
133
134
135
136
137
138
139
140
141
142
143
144
145
146
147
148
149
150
151
152
153
154
155
156
157
158
159
160
161
162
163
164
165
166
167
168
169
170
171
172
173
174
175
176
177
178
179
180
181
182
183
184
185
186
187
188
189
190
191
192
193
194
195
196
197
198
199
200
201
202
203
204
205
206
207
208
209
210
211
212
213
214
215
216
217
218
219
220
221
222
223
224
225
226
227
228
229
230
231
232
233
234
235
236
237
238
239
240
241
242
243
244
245
246
247
248
249
250
251
252
253
254
255
256
257
258
259
260
261
262
263
264
265
266
267
268
269
270
271
272
273
274
275
276
277
278
279
280
281
282
283
284
open Ctypes
open Foreign
exception Gurobi_error of string
module Vt = struct
type t = CONTINUOUS | BINARY | INTEGER | SEMICONT | SEMIINT
let of_char = function
| 'C' ->
CONTINUOUS
| 'B' ->
BINARY
| 'I' ->
INTEGER
| 'S' ->
SEMICONT
| 'N' ->
SEMIINT
| _ ->
failwith "Unexpected Vtype flag"
let to_char = function
| CONTINUOUS ->
'C'
| BINARY ->
'B'
| INTEGER ->
'I'
| SEMICONT ->
'S'
| SEMIINT ->
'N'
let t = view ~read:of_char ~write:to_char char
end
module Cs = struct
type t = LT | GT | EQ
let of_char = function
| '<' ->
LT
| '>' ->
GT
| '=' ->
EQ
| _ ->
failwith "Unexpected Cs flag"
let to_char = function LT -> '<' | GT -> '>' | EQ -> '='
let t = view ~read:of_char ~write:to_char char
end
module Stat = struct
type t = LOADED | OPTIMAL | INFEASIBLE | INF_OR_UNBD | UNBOUNDED | OTHER
let of_int = function
| 1 ->
LOADED
| 2 ->
OPTIMAL
| 3 ->
INFEASIBLE
| 4 ->
INF_OR_UNBD
| 5 ->
UNBOUNDED
| _ ->
OTHER
let to_string = function
| LOADED ->
"loaded"
| OPTIMAL ->
"optimal"
| INFEASIBLE ->
"infeasible"
| INF_OR_UNBD ->
"infeasible or unbounded"
| UNBOUNDED ->
"unbounded"
| OTHER ->
"unknown status"
end
type env = unit ptr
let env : env typ = ptr void
type model = unit ptr
let model : model typ = ptr void
let get_error_msg = foreign "GRBgeterrormsg" (env @-> returning string)
let check env ret_code =
if ret_code = 0 then ()
else
raise (Gurobi_error (Printf.sprintf "%s (%d)" (get_error_msg env) ret_code))
let _empty_env = foreign "GRBemptyenv" (ptr env @-> returning int)
let _start_env = foreign "GRBstartenv" (env @-> returning int)
let start_env env = check env (_start_env env)
let empty_env ?(start = true) () =
let penv = allocate env null in
let ret_code = _empty_env penv in
if ret_code = 0 then (
if start then start_env !@penv else () ;
!@penv )
else
raise (Gurobi_error ("GRBemptyenv returned " ^ string_of_int ret_code))
let free_env = foreign "GRBfreeenv" (env @-> returning void)
let _set_int_param =
foreign "GRBsetintparam" (env @-> string @-> int @-> returning int)
let set_int_param env name value = check env (_set_int_param env name value)
let set_term_output env output =
let code = if output then 1 else 0 in
set_int_param env "OutputFlag" code
let _new_model =
foreign "GRBnewmodel"
( env @-> ptr model @-> string @-> int @-> ptr double @-> ptr double
@-> ptr double @-> ptr char @-> ptr string @-> returning int )
let new_model env name objs lbs ubs vtypes vnames =
let pmodel = allocate model null in
let nvars = List.length objs in
if
List.exists
(fun len -> len <> nvars)
[List.length lbs; List.length ubs; List.length vtypes; List.length vnames]
then raise (Gurobi_error "new_model: list lengths must be equal")
else
let aobjs = CArray.of_list double objs in
let albs = CArray.of_list double lbs in
let aubs = CArray.of_list double ubs in
let avtypes = CArray.of_list char (List.map Vt.to_char vtypes) in
let avnames = CArray.of_list string vnames in
check env
(_new_model env pmodel name nvars (CArray.start aobjs) (CArray.start albs)
(CArray.start aubs) (CArray.start avtypes) (CArray.start avnames)) ;
!@pmodel
let _free_model = foreign "GRBfreemodel" (model @-> returning int)
let free_model env model = check env (_free_model model)
let _set_int_attr =
foreign "GRBsetintattr" (model @-> string @-> int @-> returning int)
let set_int_attr env model name value =
check env (_set_int_attr model name value)
let _get_int_attr =
foreign "GRBgetintattr" (model @-> string @-> ptr int @-> returning int)
let get_int_attr env model name =
let value = allocate int 0 in
check env (_get_int_attr model name value) ;
!@value
let set_minimize env model = set_int_attr env model "ModelSense" 1
let set_maximize env model = set_int_attr env model "ModelSense" (-1)
let _update_model = foreign "GRBupdatemodel" (model @-> returning int)
let update_model env model = check env (_update_model model)
let _optimize = foreign "GRBoptimize" (model @-> returning int)
let optimize env model = check env (_optimize model)
let _add_var =
foreign "GRBaddvar"
( model @-> int @-> ptr int @-> ptr double @-> double @-> double @-> double
@-> Vt.t @-> string @-> returning int )
let add_var env model inds vals obj lb ub vtype vname =
let numnz = List.length inds in
if numnz <> List.length vals then
raise (Gurobi_error "add_var: list lengths must be equal")
else
let ainds = CArray.of_list int inds in
let avals = CArray.of_list double vals in
check env
(_add_var model numnz (CArray.start ainds) (CArray.start avals) obj lb ub
vtype vname)
let _add_constr =
foreign "GRBaddconstr"
( model @-> int @-> ptr int @-> ptr double @-> Cs.t @-> double @-> string
@-> returning int )
let add_constr env model cinds cvals sense rhs cname =
let numnz = List.length cinds in
if numnz <> List.length cvals then
raise (Gurobi_error "add_constr: list lengths must be equal")
else
let ainds = CArray.of_list int cinds in
let avals = CArray.of_list double cvals in
check env
(_add_constr model numnz (CArray.start ainds) (CArray.start avals) sense
rhs cname)
let _add_qpterms =
foreign "GRBaddqpterms"
(model @-> int @-> ptr int @-> ptr int @-> ptr double @-> returning int)
let add_qpterms env model rows cols vals =
let numqnz = List.length vals in
if List.exists (fun len -> len <> numqnz) (List.map List.length [rows; cols])
then raise (Gurobi_error "new_model: list lengths must be equal")
else
let arows = CArray.of_list int rows in
let acols = CArray.of_list int cols in
let avals = CArray.of_list double vals in
check env
(_add_qpterms model numqnz (CArray.start arows) (CArray.start acols)
(CArray.start avals))
let _add_qconstr =
foreign "GRBaddqconstr"
( model @-> int @-> ptr int @-> ptr double @-> int @-> ptr int @-> ptr int
@-> ptr double @-> Cs.t @-> double @-> string @-> returning int )
let add_qconstr env model linds lvals qrows qcols qvals sense rhs cname =
let numlnz = List.length lvals in
let numqnz = List.length qvals in
if numlnz <> List.length linds then
raise (Gurobi_error "add_qconstr: list lengths must be equal (linears)")
else if
List.exists (fun len -> len <> numqnz) (List.map List.length [qrows; qcols])
then raise (Gurobi_error "add_qconstr: list lengths must be equal (quads)")
else
let alinds = CArray.of_list int linds in
let alvals = CArray.of_list double lvals in
let aqrows = CArray.of_list int qrows in
let aqcols = CArray.of_list int qcols in
let aqvals = CArray.of_list double qvals in
check env
(_add_qconstr model numlnz (CArray.start alinds) (CArray.start alvals)
numqnz (CArray.start aqrows) (CArray.start aqcols)
(CArray.start aqvals) sense rhs cname)
let get_status env model = Stat.of_int (get_int_attr env model "Status")
let _get_dbl_attr =
foreign "GRBgetdblattr" (model @-> string @-> ptr double @-> returning int)
let get_dbl_attr env model name =
let value = allocate double 0.0 in
check env (_get_dbl_attr model name value) ;
!@value
let get_obj_val env model = get_dbl_attr env model "ObjVal"
let _get_dbl_attr_array =
foreign "GRBgetdblattrarray"
(model @-> string @-> int @-> int @-> ptr double @-> returning int)
let get_dbl_attr_array env model name start length =
let xs = CArray.make double length in
check env (_get_dbl_attr_array model name start length (CArray.start xs)) ;
CArray.to_list xs
let get_obj_x env model length = get_dbl_attr_array env model "X" 0 length
let _write = foreign "GRBwrite" (model @-> string @-> returning int)
let write env model fname = check env (_write model fname)