2 * Copyright 2008-2009 Katholieke Universiteit Leuven
4 * Use of this software is governed by the GNU LGPLv2.1 license
6 * Written by Sven Verdoolaege, K.U.Leuven, Departement
7 * Computerwetenschappen, Celestijnenlaan 200A, B-3001 Leuven, Belgium
10 #include <isl_ctx_private.h>
13 #include <isl_mat_private.h>
14 #include "isl_map_private.h"
15 #include <isl_dim_private.h>
17 isl_ctx
*isl_mat_get_ctx(__isl_keep isl_mat
*mat
)
19 return mat
? mat
->ctx
: NULL
;
22 struct isl_mat
*isl_mat_alloc(struct isl_ctx
*ctx
,
23 unsigned n_row
, unsigned n_col
)
28 mat
= isl_alloc_type(ctx
, struct isl_mat
);
33 mat
->block
= isl_blk_alloc(ctx
, n_row
* n_col
);
34 if (isl_blk_is_error(mat
->block
))
36 mat
->row
= isl_alloc_array(ctx
, isl_int
*, n_row
);
40 for (i
= 0; i
< n_row
; ++i
)
41 mat
->row
[i
] = mat
->block
.data
+ i
* n_col
;
53 isl_blk_free(ctx
, mat
->block
);
58 struct isl_mat
*isl_mat_extend(struct isl_mat
*mat
,
59 unsigned n_row
, unsigned n_col
)
68 if (mat
->max_col
>= n_col
&& mat
->n_row
>= n_row
) {
69 if (mat
->n_col
< n_col
)
74 if (mat
->max_col
< n_col
) {
75 struct isl_mat
*new_mat
;
77 if (n_row
< mat
->n_row
)
79 new_mat
= isl_mat_alloc(mat
->ctx
, n_row
, n_col
);
82 for (i
= 0; i
< mat
->n_row
; ++i
)
83 isl_seq_cpy(new_mat
->row
[i
], mat
->row
[i
], mat
->n_col
);
88 mat
= isl_mat_cow(mat
);
92 old
= mat
->block
.data
;
93 mat
->block
= isl_blk_extend(mat
->ctx
, mat
->block
, n_row
* mat
->max_col
);
94 if (isl_blk_is_error(mat
->block
))
96 row
= isl_realloc_array(mat
->ctx
, mat
->row
, isl_int
*, n_row
);
101 for (i
= 0; i
< mat
->n_row
; ++i
)
102 mat
->row
[i
] = mat
->block
.data
+ (mat
->row
[i
] - old
);
103 for (i
= mat
->n_row
; i
< n_row
; ++i
)
104 mat
->row
[i
] = mat
->block
.data
+ i
* mat
->max_col
;
106 if (mat
->n_col
< n_col
)
115 __isl_give isl_mat
*isl_mat_sub_alloc6(isl_ctx
*ctx
, isl_int
**row
,
116 unsigned first_row
, unsigned n_row
, unsigned first_col
, unsigned n_col
)
121 mat
= isl_alloc_type(ctx
, struct isl_mat
);
124 mat
->row
= isl_alloc_array(ctx
, isl_int
*, n_row
);
127 for (i
= 0; i
< n_row
; ++i
)
128 mat
->row
[i
] = row
[first_row
+i
] + first_col
;
134 mat
->block
= isl_blk_empty();
135 mat
->flags
= ISL_MAT_BORROWED
;
142 __isl_give isl_mat
*isl_mat_sub_alloc(__isl_keep isl_mat
*mat
,
143 unsigned first_row
, unsigned n_row
, unsigned first_col
, unsigned n_col
)
147 return isl_mat_sub_alloc6(mat
->ctx
, mat
->row
, first_row
, n_row
,
151 void isl_mat_sub_copy(struct isl_ctx
*ctx
, isl_int
**dst
, isl_int
**src
,
152 unsigned n_row
, unsigned dst_col
, unsigned src_col
, unsigned n_col
)
156 for (i
= 0; i
< n_row
; ++i
)
157 isl_seq_cpy(dst
[i
]+dst_col
, src
[i
]+src_col
, n_col
);
160 void isl_mat_sub_neg(struct isl_ctx
*ctx
, isl_int
**dst
, isl_int
**src
,
161 unsigned n_row
, unsigned dst_col
, unsigned src_col
, unsigned n_col
)
165 for (i
= 0; i
< n_row
; ++i
)
166 isl_seq_neg(dst
[i
]+dst_col
, src
[i
]+src_col
, n_col
);
169 struct isl_mat
*isl_mat_copy(struct isl_mat
*mat
)
178 struct isl_mat
*isl_mat_dup(struct isl_mat
*mat
)
181 struct isl_mat
*mat2
;
185 mat2
= isl_mat_alloc(mat
->ctx
, mat
->n_row
, mat
->n_col
);
188 for (i
= 0; i
< mat
->n_row
; ++i
)
189 isl_seq_cpy(mat2
->row
[i
], mat
->row
[i
], mat
->n_col
);
193 struct isl_mat
*isl_mat_cow(struct isl_mat
*mat
)
195 struct isl_mat
*mat2
;
199 if (mat
->ref
== 1 && !ISL_F_ISSET(mat
, ISL_MAT_BORROWED
))
202 mat2
= isl_mat_dup(mat
);
207 void isl_mat_free(struct isl_mat
*mat
)
215 if (!ISL_F_ISSET(mat
, ISL_MAT_BORROWED
))
216 isl_blk_free(mat
->ctx
, mat
->block
);
217 isl_ctx_deref(mat
->ctx
);
222 int isl_mat_rows(__isl_keep isl_mat
*mat
)
224 return mat
? mat
->n_row
: -1;
227 int isl_mat_cols(__isl_keep isl_mat
*mat
)
229 return mat
? mat
->n_col
: -1;
232 int isl_mat_get_element(__isl_keep isl_mat
*mat
, int row
, int col
, isl_int
*v
)
236 if (row
< 0 || row
>= mat
->n_row
)
237 isl_die(mat
->ctx
, isl_error_invalid
, "row out of range",
239 if (col
< 0 || col
>= mat
->n_col
)
240 isl_die(mat
->ctx
, isl_error_invalid
, "column out of range",
242 isl_int_set(*v
, mat
->row
[row
][col
]);
246 __isl_give isl_mat
*isl_mat_set_element(__isl_take isl_mat
*mat
,
247 int row
, int col
, isl_int v
)
249 mat
= isl_mat_cow(mat
);
252 if (row
< 0 || row
>= mat
->n_row
)
253 isl_die(mat
->ctx
, isl_error_invalid
, "row out of range",
255 if (col
< 0 || col
>= mat
->n_col
)
256 isl_die(mat
->ctx
, isl_error_invalid
, "column out of range",
258 isl_int_set(mat
->row
[row
][col
], v
);
265 __isl_give isl_mat
*isl_mat_set_element_si(__isl_take isl_mat
*mat
,
266 int row
, int col
, int v
)
268 mat
= isl_mat_cow(mat
);
271 if (row
< 0 || row
>= mat
->n_row
)
272 isl_die(mat
->ctx
, isl_error_invalid
, "row out of range",
274 if (col
< 0 || col
>= mat
->n_col
)
275 isl_die(mat
->ctx
, isl_error_invalid
, "column out of range",
277 isl_int_set_si(mat
->row
[row
][col
], v
);
284 struct isl_mat
*isl_mat_identity(struct isl_ctx
*ctx
, unsigned n_row
)
289 mat
= isl_mat_alloc(ctx
, n_row
, n_row
);
292 for (i
= 0; i
< n_row
; ++i
) {
293 isl_seq_clr(mat
->row
[i
], i
);
294 isl_int_set_si(mat
->row
[i
][i
], 1);
295 isl_seq_clr(mat
->row
[i
]+i
+1, n_row
-(i
+1));
301 struct isl_vec
*isl_mat_vec_product(struct isl_mat
*mat
, struct isl_vec
*vec
)
304 struct isl_vec
*prod
;
309 isl_assert(mat
->ctx
, mat
->n_col
== vec
->size
, goto error
);
311 prod
= isl_vec_alloc(mat
->ctx
, mat
->n_row
);
315 for (i
= 0; i
< prod
->size
; ++i
)
316 isl_seq_inner_product(mat
->row
[i
], vec
->el
, vec
->size
,
317 &prod
->block
.data
[i
]);
327 __isl_give isl_vec
*isl_mat_vec_inverse_product(__isl_take isl_mat
*mat
,
328 __isl_take isl_vec
*vec
)
330 struct isl_mat
*vec_mat
;
335 vec_mat
= isl_mat_alloc(vec
->ctx
, vec
->size
, 1);
338 for (i
= 0; i
< vec
->size
; ++i
)
339 isl_int_set(vec_mat
->row
[i
][0], vec
->el
[i
]);
340 vec_mat
= isl_mat_inverse_product(mat
, vec_mat
);
344 vec
= isl_vec_alloc(vec_mat
->ctx
, vec_mat
->n_row
);
346 for (i
= 0; i
< vec
->size
; ++i
)
347 isl_int_set(vec
->el
[i
], vec_mat
->row
[i
][0]);
348 isl_mat_free(vec_mat
);
356 struct isl_vec
*isl_vec_mat_product(struct isl_vec
*vec
, struct isl_mat
*mat
)
359 struct isl_vec
*prod
;
364 isl_assert(mat
->ctx
, mat
->n_row
== vec
->size
, goto error
);
366 prod
= isl_vec_alloc(mat
->ctx
, mat
->n_col
);
370 for (i
= 0; i
< prod
->size
; ++i
) {
371 isl_int_set_si(prod
->el
[i
], 0);
372 for (j
= 0; j
< vec
->size
; ++j
)
373 isl_int_addmul(prod
->el
[i
], vec
->el
[j
], mat
->row
[j
][i
]);
384 struct isl_mat
*isl_mat_aff_direct_sum(struct isl_mat
*left
,
385 struct isl_mat
*right
)
393 isl_assert(left
->ctx
, left
->n_row
== right
->n_row
, goto error
);
394 isl_assert(left
->ctx
, left
->n_row
>= 1, goto error
);
395 isl_assert(left
->ctx
, left
->n_col
>= 1, goto error
);
396 isl_assert(left
->ctx
, right
->n_col
>= 1, goto error
);
397 isl_assert(left
->ctx
,
398 isl_seq_first_non_zero(left
->row
[0]+1, left
->n_col
-1) == -1,
400 isl_assert(left
->ctx
,
401 isl_seq_first_non_zero(right
->row
[0]+1, right
->n_col
-1) == -1,
404 sum
= isl_mat_alloc(left
->ctx
, left
->n_row
, left
->n_col
+ right
->n_col
- 1);
407 isl_int_lcm(sum
->row
[0][0], left
->row
[0][0], right
->row
[0][0]);
408 isl_int_divexact(left
->row
[0][0], sum
->row
[0][0], left
->row
[0][0]);
409 isl_int_divexact(right
->row
[0][0], sum
->row
[0][0], right
->row
[0][0]);
411 isl_seq_clr(sum
->row
[0]+1, sum
->n_col
-1);
412 for (i
= 1; i
< sum
->n_row
; ++i
) {
413 isl_int_mul(sum
->row
[i
][0], left
->row
[0][0], left
->row
[i
][0]);
414 isl_int_addmul(sum
->row
[i
][0],
415 right
->row
[0][0], right
->row
[i
][0]);
416 isl_seq_scale(sum
->row
[i
]+1, left
->row
[i
]+1, left
->row
[0][0],
418 isl_seq_scale(sum
->row
[i
]+left
->n_col
,
419 right
->row
[i
]+1, right
->row
[0][0],
423 isl_int_divexact(left
->row
[0][0], sum
->row
[0][0], left
->row
[0][0]);
424 isl_int_divexact(right
->row
[0][0], sum
->row
[0][0], right
->row
[0][0]);
434 static void exchange(struct isl_mat
*M
, struct isl_mat
**U
,
435 struct isl_mat
**Q
, unsigned row
, unsigned i
, unsigned j
)
438 for (r
= row
; r
< M
->n_row
; ++r
)
439 isl_int_swap(M
->row
[r
][i
], M
->row
[r
][j
]);
441 for (r
= 0; r
< (*U
)->n_row
; ++r
)
442 isl_int_swap((*U
)->row
[r
][i
], (*U
)->row
[r
][j
]);
445 isl_mat_swap_rows(*Q
, i
, j
);
448 static void subtract(struct isl_mat
*M
, struct isl_mat
**U
,
449 struct isl_mat
**Q
, unsigned row
, unsigned i
, unsigned j
, isl_int m
)
452 for (r
= row
; r
< M
->n_row
; ++r
)
453 isl_int_submul(M
->row
[r
][j
], m
, M
->row
[r
][i
]);
455 for (r
= 0; r
< (*U
)->n_row
; ++r
)
456 isl_int_submul((*U
)->row
[r
][j
], m
, (*U
)->row
[r
][i
]);
459 for (r
= 0; r
< (*Q
)->n_col
; ++r
)
460 isl_int_addmul((*Q
)->row
[i
][r
], m
, (*Q
)->row
[j
][r
]);
464 static void oppose(struct isl_mat
*M
, struct isl_mat
**U
,
465 struct isl_mat
**Q
, unsigned row
, unsigned col
)
468 for (r
= row
; r
< M
->n_row
; ++r
)
469 isl_int_neg(M
->row
[r
][col
], M
->row
[r
][col
]);
471 for (r
= 0; r
< (*U
)->n_row
; ++r
)
472 isl_int_neg((*U
)->row
[r
][col
], (*U
)->row
[r
][col
]);
475 isl_seq_neg((*Q
)->row
[col
], (*Q
)->row
[col
], (*Q
)->n_col
);
478 /* Given matrix M, compute
483 * with U and Q unimodular matrices and H a matrix in column echelon form
484 * such that on each echelon row the entries in the non-echelon column
485 * are non-negative (if neg == 0) or non-positive (if neg == 1)
486 * and stricly smaller (in absolute value) than the entries in the echelon
488 * If U or Q are NULL, then these matrices are not computed.
490 struct isl_mat
*isl_mat_left_hermite(struct isl_mat
*M
, int neg
,
491 struct isl_mat
**U
, struct isl_mat
**Q
)
506 *U
= isl_mat_identity(M
->ctx
, M
->n_col
);
511 *Q
= isl_mat_identity(M
->ctx
, M
->n_col
);
518 for (row
= 0; row
< M
->n_row
; ++row
) {
520 first
= isl_seq_abs_min_non_zero(M
->row
[row
]+col
, M
->n_col
-col
);
525 exchange(M
, U
, Q
, row
, first
, col
);
526 if (isl_int_is_neg(M
->row
[row
][col
]))
527 oppose(M
, U
, Q
, row
, col
);
529 while ((off
= isl_seq_first_non_zero(M
->row
[row
]+first
,
530 M
->n_col
-first
)) != -1) {
532 isl_int_fdiv_q(c
, M
->row
[row
][first
], M
->row
[row
][col
]);
533 subtract(M
, U
, Q
, row
, col
, first
, c
);
534 if (!isl_int_is_zero(M
->row
[row
][first
]))
535 exchange(M
, U
, Q
, row
, first
, col
);
539 for (i
= 0; i
< col
; ++i
) {
540 if (isl_int_is_zero(M
->row
[row
][i
]))
543 isl_int_cdiv_q(c
, M
->row
[row
][i
], M
->row
[row
][col
]);
545 isl_int_fdiv_q(c
, M
->row
[row
][i
], M
->row
[row
][col
]);
546 if (isl_int_is_zero(c
))
548 subtract(M
, U
, Q
, row
, col
, i
, c
);
568 struct isl_mat
*isl_mat_right_kernel(struct isl_mat
*mat
)
571 struct isl_mat
*U
= NULL
;
574 mat
= isl_mat_left_hermite(mat
, 0, &U
, NULL
);
578 for (i
= 0, rank
= 0; rank
< mat
->n_col
; ++rank
) {
579 while (i
< mat
->n_row
&& isl_int_is_zero(mat
->row
[i
][rank
]))
584 K
= isl_mat_alloc(U
->ctx
, U
->n_row
, U
->n_col
- rank
);
587 isl_mat_sub_copy(K
->ctx
, K
->row
, U
->row
, U
->n_row
, 0, rank
, U
->n_col
-rank
);
597 struct isl_mat
*isl_mat_lin_to_aff(struct isl_mat
*mat
)
600 struct isl_mat
*mat2
;
604 mat2
= isl_mat_alloc(mat
->ctx
, 1+mat
->n_row
, 1+mat
->n_col
);
607 isl_int_set_si(mat2
->row
[0][0], 1);
608 isl_seq_clr(mat2
->row
[0]+1, mat
->n_col
);
609 for (i
= 0; i
< mat
->n_row
; ++i
) {
610 isl_int_set_si(mat2
->row
[1+i
][0], 0);
611 isl_seq_cpy(mat2
->row
[1+i
]+1, mat
->row
[i
], mat
->n_col
);
620 /* Given two matrices M1 and M2, return the block matrix
625 __isl_give isl_mat
*isl_mat_diagonal(__isl_take isl_mat
*mat1
,
626 __isl_take isl_mat
*mat2
)
634 mat
= isl_mat_alloc(mat1
->ctx
, mat1
->n_row
+ mat2
->n_row
,
635 mat1
->n_col
+ mat2
->n_col
);
638 for (i
= 0; i
< mat1
->n_row
; ++i
) {
639 isl_seq_cpy(mat
->row
[i
], mat1
->row
[i
], mat1
->n_col
);
640 isl_seq_clr(mat
->row
[i
] + mat1
->n_col
, mat2
->n_col
);
642 for (i
= 0; i
< mat2
->n_row
; ++i
) {
643 isl_seq_clr(mat
->row
[mat1
->n_row
+ i
], mat1
->n_col
);
644 isl_seq_cpy(mat
->row
[mat1
->n_row
+ i
] + mat1
->n_col
,
645 mat2
->row
[i
], mat2
->n_col
);
656 static int row_first_non_zero(isl_int
**row
, unsigned n_row
, unsigned col
)
660 for (i
= 0; i
< n_row
; ++i
)
661 if (!isl_int_is_zero(row
[i
][col
]))
666 static int row_abs_min_non_zero(isl_int
**row
, unsigned n_row
, unsigned col
)
668 int i
, min
= row_first_non_zero(row
, n_row
, col
);
671 for (i
= min
+ 1; i
< n_row
; ++i
) {
672 if (isl_int_is_zero(row
[i
][col
]))
674 if (isl_int_abs_lt(row
[i
][col
], row
[min
][col
]))
680 static void inv_exchange(struct isl_mat
*left
, struct isl_mat
*right
,
681 unsigned i
, unsigned j
)
683 left
= isl_mat_swap_rows(left
, i
, j
);
684 right
= isl_mat_swap_rows(right
, i
, j
);
687 static void inv_oppose(
688 struct isl_mat
*left
, struct isl_mat
*right
, unsigned row
)
690 isl_seq_neg(left
->row
[row
]+row
, left
->row
[row
]+row
, left
->n_col
-row
);
691 isl_seq_neg(right
->row
[row
], right
->row
[row
], right
->n_col
);
694 static void inv_subtract(struct isl_mat
*left
, struct isl_mat
*right
,
695 unsigned row
, unsigned i
, isl_int m
)
698 isl_seq_combine(left
->row
[i
]+row
,
699 left
->ctx
->one
, left
->row
[i
]+row
,
700 m
, left
->row
[row
]+row
,
702 isl_seq_combine(right
->row
[i
], right
->ctx
->one
, right
->row
[i
],
703 m
, right
->row
[row
], right
->n_col
);
706 /* Compute inv(left)*right
708 struct isl_mat
*isl_mat_inverse_product(struct isl_mat
*left
,
709 struct isl_mat
*right
)
717 isl_assert(left
->ctx
, left
->n_row
== left
->n_col
, goto error
);
718 isl_assert(left
->ctx
, left
->n_row
== right
->n_row
, goto error
);
720 if (left
->n_row
== 0) {
725 left
= isl_mat_cow(left
);
726 right
= isl_mat_cow(right
);
732 for (row
= 0; row
< left
->n_row
; ++row
) {
733 int pivot
, first
, i
, off
;
734 pivot
= row_abs_min_non_zero(left
->row
+row
, left
->n_row
-row
, row
);
738 isl_assert(left
->ctx
, pivot
>= 0, goto error
);
742 inv_exchange(left
, right
, pivot
, row
);
743 if (isl_int_is_neg(left
->row
[row
][row
]))
744 inv_oppose(left
, right
, row
);
746 while ((off
= row_first_non_zero(left
->row
+first
,
747 left
->n_row
-first
, row
)) != -1) {
749 isl_int_fdiv_q(a
, left
->row
[first
][row
],
750 left
->row
[row
][row
]);
751 inv_subtract(left
, right
, row
, first
, a
);
752 if (!isl_int_is_zero(left
->row
[first
][row
]))
753 inv_exchange(left
, right
, row
, first
);
757 for (i
= 0; i
< row
; ++i
) {
758 if (isl_int_is_zero(left
->row
[i
][row
]))
760 isl_int_gcd(a
, left
->row
[row
][row
], left
->row
[i
][row
]);
761 isl_int_divexact(b
, left
->row
[i
][row
], a
);
762 isl_int_divexact(a
, left
->row
[row
][row
], a
);
764 isl_seq_combine(left
->row
[i
] + i
,
766 b
, left
->row
[row
] + i
,
768 isl_seq_combine(right
->row
[i
], a
, right
->row
[i
],
769 b
, right
->row
[row
], right
->n_col
);
774 isl_int_set(a
, left
->row
[0][0]);
775 for (row
= 1; row
< left
->n_row
; ++row
)
776 isl_int_lcm(a
, a
, left
->row
[row
][row
]);
777 if (isl_int_is_zero(a
)){
779 isl_assert(left
->ctx
, 0, goto error
);
781 for (row
= 0; row
< left
->n_row
; ++row
) {
782 isl_int_divexact(left
->row
[row
][row
], a
, left
->row
[row
][row
]);
783 if (isl_int_is_one(left
->row
[row
][row
]))
785 isl_seq_scale(right
->row
[row
], right
->row
[row
],
786 left
->row
[row
][row
], right
->n_col
);
798 void isl_mat_col_scale(struct isl_mat
*mat
, unsigned col
, isl_int m
)
802 for (i
= 0; i
< mat
->n_row
; ++i
)
803 isl_int_mul(mat
->row
[i
][col
], mat
->row
[i
][col
], m
);
806 void isl_mat_col_combine(struct isl_mat
*mat
, unsigned dst
,
807 isl_int m1
, unsigned src1
, isl_int m2
, unsigned src2
)
813 for (i
= 0; i
< mat
->n_row
; ++i
) {
814 isl_int_mul(tmp
, m1
, mat
->row
[i
][src1
]);
815 isl_int_addmul(tmp
, m2
, mat
->row
[i
][src2
]);
816 isl_int_set(mat
->row
[i
][dst
], tmp
);
821 struct isl_mat
*isl_mat_right_inverse(struct isl_mat
*mat
)
827 mat
= isl_mat_cow(mat
);
831 inv
= isl_mat_identity(mat
->ctx
, mat
->n_col
);
832 inv
= isl_mat_cow(inv
);
838 for (row
= 0; row
< mat
->n_row
; ++row
) {
839 int pivot
, first
, i
, off
;
840 pivot
= isl_seq_abs_min_non_zero(mat
->row
[row
]+row
, mat
->n_col
-row
);
844 isl_assert(mat
->ctx
, pivot
>= 0, goto error
);
848 exchange(mat
, &inv
, NULL
, row
, pivot
, row
);
849 if (isl_int_is_neg(mat
->row
[row
][row
]))
850 oppose(mat
, &inv
, NULL
, row
, row
);
852 while ((off
= isl_seq_first_non_zero(mat
->row
[row
]+first
,
853 mat
->n_col
-first
)) != -1) {
855 isl_int_fdiv_q(a
, mat
->row
[row
][first
],
857 subtract(mat
, &inv
, NULL
, row
, row
, first
, a
);
858 if (!isl_int_is_zero(mat
->row
[row
][first
]))
859 exchange(mat
, &inv
, NULL
, row
, row
, first
);
863 for (i
= 0; i
< row
; ++i
) {
864 if (isl_int_is_zero(mat
->row
[row
][i
]))
866 isl_int_gcd(a
, mat
->row
[row
][row
], mat
->row
[row
][i
]);
867 isl_int_divexact(b
, mat
->row
[row
][i
], a
);
868 isl_int_divexact(a
, mat
->row
[row
][row
], a
);
870 isl_mat_col_combine(mat
, i
, a
, i
, b
, row
);
871 isl_mat_col_combine(inv
, i
, a
, i
, b
, row
);
876 isl_int_set(a
, mat
->row
[0][0]);
877 for (row
= 1; row
< mat
->n_row
; ++row
)
878 isl_int_lcm(a
, a
, mat
->row
[row
][row
]);
879 if (isl_int_is_zero(a
)){
883 for (row
= 0; row
< mat
->n_row
; ++row
) {
884 isl_int_divexact(mat
->row
[row
][row
], a
, mat
->row
[row
][row
]);
885 if (isl_int_is_one(mat
->row
[row
][row
]))
887 isl_mat_col_scale(inv
, row
, mat
->row
[row
][row
]);
900 struct isl_mat
*isl_mat_transpose(struct isl_mat
*mat
)
902 struct isl_mat
*transpose
= NULL
;
905 if (mat
->n_col
== mat
->n_row
) {
906 mat
= isl_mat_cow(mat
);
909 for (i
= 0; i
< mat
->n_row
; ++i
)
910 for (j
= i
+ 1; j
< mat
->n_col
; ++j
)
911 isl_int_swap(mat
->row
[i
][j
], mat
->row
[j
][i
]);
914 transpose
= isl_mat_alloc(mat
->ctx
, mat
->n_col
, mat
->n_row
);
917 for (i
= 0; i
< mat
->n_row
; ++i
)
918 for (j
= 0; j
< mat
->n_col
; ++j
)
919 isl_int_set(transpose
->row
[j
][i
], mat
->row
[i
][j
]);
927 struct isl_mat
*isl_mat_swap_cols(struct isl_mat
*mat
, unsigned i
, unsigned j
)
931 mat
= isl_mat_cow(mat
);
934 isl_assert(mat
->ctx
, i
< mat
->n_col
, goto error
);
935 isl_assert(mat
->ctx
, j
< mat
->n_col
, goto error
);
937 for (r
= 0; r
< mat
->n_row
; ++r
)
938 isl_int_swap(mat
->row
[r
][i
], mat
->row
[r
][j
]);
945 struct isl_mat
*isl_mat_swap_rows(struct isl_mat
*mat
, unsigned i
, unsigned j
)
951 mat
= isl_mat_cow(mat
);
955 mat
->row
[i
] = mat
->row
[j
];
960 struct isl_mat
*isl_mat_product(struct isl_mat
*left
, struct isl_mat
*right
)
963 struct isl_mat
*prod
;
967 isl_assert(left
->ctx
, left
->n_col
== right
->n_row
, goto error
);
968 prod
= isl_mat_alloc(left
->ctx
, left
->n_row
, right
->n_col
);
971 if (left
->n_col
== 0) {
972 for (i
= 0; i
< prod
->n_row
; ++i
)
973 isl_seq_clr(prod
->row
[i
], prod
->n_col
);
978 for (i
= 0; i
< prod
->n_row
; ++i
) {
979 for (j
= 0; j
< prod
->n_col
; ++j
) {
980 isl_int_mul(prod
->row
[i
][j
],
981 left
->row
[i
][0], right
->row
[0][j
]);
982 for (k
= 1; k
< left
->n_col
; ++k
)
983 isl_int_addmul(prod
->row
[i
][j
],
984 left
->row
[i
][k
], right
->row
[k
][j
]);
996 /* Replace the variables x in the rows q by x' given by x = M x',
997 * with M the matrix mat.
999 * If the number of new variables is greater than the original
1000 * number of variables, then the rows q have already been
1001 * preextended. If the new number is smaller, then the coefficients
1002 * of the divs, which are not changed, need to be shifted down.
1003 * The row q may be the equalities, the inequalities or the
1004 * div expressions. In the latter case, has_div is true and
1005 * we need to take into account the extra denominator column.
1007 static int preimage(struct isl_ctx
*ctx
, isl_int
**q
, unsigned n
,
1008 unsigned n_div
, int has_div
, struct isl_mat
*mat
)
1014 if (mat
->n_col
>= mat
->n_row
)
1017 e
= mat
->n_row
- mat
->n_col
;
1019 for (i
= 0; i
< n
; ++i
)
1020 isl_int_mul(q
[i
][0], q
[i
][0], mat
->row
[0][0]);
1021 t
= isl_mat_sub_alloc6(mat
->ctx
, q
, 0, n
, has_div
, mat
->n_row
);
1022 t
= isl_mat_product(t
, mat
);
1025 for (i
= 0; i
< n
; ++i
) {
1026 isl_seq_swp_or_cpy(q
[i
] + has_div
, t
->row
[i
], t
->n_col
);
1027 isl_seq_cpy(q
[i
] + has_div
+ t
->n_col
,
1028 q
[i
] + has_div
+ t
->n_col
+ e
, n_div
);
1029 isl_seq_clr(q
[i
] + has_div
+ t
->n_col
+ n_div
, e
);
1035 /* Replace the variables x in bset by x' given by x = M x', with
1038 * If there are fewer variables x' then there are x, then we perform
1039 * the transformation in place, which that, in principle,
1040 * this frees up some extra variables as the number
1041 * of columns remains constant, but we would have to extend
1042 * the div array too as the number of rows in this array is assumed
1043 * to be equal to extra.
1045 struct isl_basic_set
*isl_basic_set_preimage(struct isl_basic_set
*bset
,
1046 struct isl_mat
*mat
)
1048 struct isl_ctx
*ctx
;
1054 bset
= isl_basic_set_cow(bset
);
1058 isl_assert(ctx
, bset
->dim
->nparam
== 0, goto error
);
1059 isl_assert(ctx
, 1+bset
->dim
->n_out
== mat
->n_row
, goto error
);
1060 isl_assert(ctx
, mat
->n_col
> 0, goto error
);
1062 if (mat
->n_col
> mat
->n_row
) {
1063 bset
= isl_basic_set_extend(bset
, 0, mat
->n_col
-1, 0, 0, 0);
1066 } else if (mat
->n_col
< mat
->n_row
) {
1067 bset
->dim
= isl_dim_cow(bset
->dim
);
1070 bset
->dim
->n_out
-= mat
->n_row
- mat
->n_col
;
1073 if (preimage(ctx
, bset
->eq
, bset
->n_eq
, bset
->n_div
, 0,
1074 isl_mat_copy(mat
)) < 0)
1077 if (preimage(ctx
, bset
->ineq
, bset
->n_ineq
, bset
->n_div
, 0,
1078 isl_mat_copy(mat
)) < 0)
1081 if (preimage(ctx
, bset
->div
, bset
->n_div
, bset
->n_div
, 1, mat
) < 0)
1084 ISL_F_CLR(bset
, ISL_BASIC_SET_NO_IMPLICIT
);
1085 ISL_F_CLR(bset
, ISL_BASIC_SET_NO_REDUNDANT
);
1086 ISL_F_CLR(bset
, ISL_BASIC_SET_NORMALIZED
);
1087 ISL_F_CLR(bset
, ISL_BASIC_SET_NORMALIZED_DIVS
);
1088 ISL_F_CLR(bset
, ISL_BASIC_SET_ALL_EQUALITIES
);
1090 bset
= isl_basic_set_simplify(bset
);
1091 bset
= isl_basic_set_finalize(bset
);
1097 isl_basic_set_free(bset
);
1101 struct isl_set
*isl_set_preimage(struct isl_set
*set
, struct isl_mat
*mat
)
1103 struct isl_ctx
*ctx
;
1106 set
= isl_set_cow(set
);
1111 for (i
= 0; i
< set
->n
; ++i
) {
1112 set
->p
[i
] = isl_basic_set_preimage(set
->p
[i
],
1117 if (mat
->n_col
!= mat
->n_row
) {
1118 set
->dim
= isl_dim_cow(set
->dim
);
1121 set
->dim
->n_out
+= mat
->n_col
;
1122 set
->dim
->n_out
-= mat
->n_row
;
1125 ISL_F_CLR(set
, ISL_SET_NORMALIZED
);
1133 /* Replace the variables x starting at pos in the rows q
1134 * by x' with x = M x' with M the matrix mat.
1135 * That is, replace the corresponding coefficients c by c M.
1137 static int transform(isl_ctx
*ctx
, isl_int
**q
, unsigned n
,
1138 unsigned pos
, __isl_take isl_mat
*mat
)
1143 t
= isl_mat_sub_alloc6(ctx
, q
, 0, n
, pos
, mat
->n_row
);
1144 t
= isl_mat_product(t
, mat
);
1147 for (i
= 0; i
< n
; ++i
)
1148 isl_seq_swp_or_cpy(q
[i
] + pos
, t
->row
[i
], t
->n_col
);
1153 /* Replace the variables x of type "type" starting at "first" in "bset"
1154 * by x' with x = M x' with M the matrix trans.
1155 * That is, replace the corresponding coefficients c by c M.
1157 * The transformation matrix should be a square matrix.
1159 __isl_give isl_basic_set
*isl_basic_set_transform_dims(
1160 __isl_take isl_basic_set
*bset
, enum isl_dim_type type
, unsigned first
,
1161 __isl_take isl_mat
*trans
)
1166 bset
= isl_basic_set_cow(bset
);
1167 if (!bset
|| !trans
)
1170 ctx
= isl_basic_set_get_ctx(bset
);
1171 if (trans
->n_row
!= trans
->n_col
)
1172 isl_die(trans
->ctx
, isl_error_invalid
,
1173 "expecting square transformation matrix", goto error
);
1174 if (first
+ trans
->n_row
> isl_basic_set_dim(bset
, type
))
1175 isl_die(trans
->ctx
, isl_error_invalid
,
1176 "oversized transformation matrix", goto error
);
1178 pos
= isl_basic_set_offset(bset
, type
) + first
;
1180 if (transform(ctx
, bset
->eq
, bset
->n_eq
, pos
, isl_mat_copy(trans
)) < 0)
1182 if (transform(ctx
, bset
->ineq
, bset
->n_ineq
, pos
,
1183 isl_mat_copy(trans
)) < 0)
1185 if (transform(ctx
, bset
->div
, bset
->n_div
, 1 + pos
,
1186 isl_mat_copy(trans
)) < 0)
1189 ISL_F_CLR(bset
, ISL_BASIC_SET_NORMALIZED
);
1190 ISL_F_CLR(bset
, ISL_BASIC_SET_NORMALIZED_DIVS
);
1192 isl_mat_free(trans
);
1195 isl_mat_free(trans
);
1196 isl_basic_set_free(bset
);
1200 void isl_mat_print_internal(__isl_keep isl_mat
*mat
, FILE *out
, int indent
)
1205 fprintf(out
, "%*snull mat\n", indent
, "");
1209 if (mat
->n_row
== 0)
1210 fprintf(out
, "%*s[]\n", indent
, "");
1212 for (i
= 0; i
< mat
->n_row
; ++i
) {
1214 fprintf(out
, "%*s[[", indent
, "");
1216 fprintf(out
, "%*s[", indent
+1, "");
1217 for (j
= 0; j
< mat
->n_col
; ++j
) {
1220 isl_int_print(out
, mat
->row
[i
][j
], 0);
1222 if (i
== mat
->n_row
-1)
1223 fprintf(out
, "]]\n");
1225 fprintf(out
, "]\n");
1229 void isl_mat_dump(__isl_keep isl_mat
*mat
)
1231 isl_mat_print_internal(mat
, stderr
, 0);
1234 struct isl_mat
*isl_mat_drop_cols(struct isl_mat
*mat
, unsigned col
, unsigned n
)
1238 mat
= isl_mat_cow(mat
);
1242 if (col
!= mat
->n_col
-n
) {
1243 for (r
= 0; r
< mat
->n_row
; ++r
)
1244 isl_seq_cpy(mat
->row
[r
]+col
, mat
->row
[r
]+col
+n
,
1245 mat
->n_col
- col
- n
);
1251 struct isl_mat
*isl_mat_drop_rows(struct isl_mat
*mat
, unsigned row
, unsigned n
)
1255 mat
= isl_mat_cow(mat
);
1259 for (r
= row
; r
+n
< mat
->n_row
; ++r
)
1260 mat
->row
[r
] = mat
->row
[r
+n
];
1266 __isl_give isl_mat
*isl_mat_insert_cols(__isl_take isl_mat
*mat
,
1267 unsigned col
, unsigned n
)
1276 ext
= isl_mat_alloc(mat
->ctx
, mat
->n_row
, mat
->n_col
+ n
);
1280 isl_mat_sub_copy(mat
->ctx
, ext
->row
, mat
->row
, mat
->n_row
, 0, 0, col
);
1281 isl_mat_sub_copy(mat
->ctx
, ext
->row
, mat
->row
, mat
->n_row
,
1282 col
+ n
, col
, mat
->n_col
- col
);
1291 __isl_give isl_mat
*isl_mat_insert_zero_cols(__isl_take isl_mat
*mat
,
1292 unsigned first
, unsigned n
)
1298 mat
= isl_mat_insert_cols(mat
, first
, n
);
1302 for (i
= 0; i
< mat
->n_row
; ++i
)
1303 isl_seq_clr(mat
->row
[i
] + first
, n
);
1308 __isl_give isl_mat
*isl_mat_add_zero_cols(__isl_take isl_mat
*mat
, unsigned n
)
1313 return isl_mat_insert_zero_cols(mat
, mat
->n_col
, n
);
1316 __isl_give isl_mat
*isl_mat_insert_rows(__isl_take isl_mat
*mat
,
1317 unsigned row
, unsigned n
)
1326 ext
= isl_mat_alloc(mat
->ctx
, mat
->n_row
+ n
, mat
->n_col
);
1330 isl_mat_sub_copy(mat
->ctx
, ext
->row
, mat
->row
, row
, 0, 0, mat
->n_col
);
1331 isl_mat_sub_copy(mat
->ctx
, ext
->row
+ row
+ n
, mat
->row
+ row
,
1332 mat
->n_row
- row
, 0, 0, mat
->n_col
);
1341 __isl_give isl_mat
*isl_mat_add_rows(__isl_take isl_mat
*mat
, unsigned n
)
1346 return isl_mat_insert_rows(mat
, mat
->n_row
, n
);
1349 __isl_give isl_mat
*isl_mat_insert_zero_rows(__isl_take isl_mat
*mat
,
1350 unsigned row
, unsigned n
)
1354 mat
= isl_mat_insert_rows(mat
, row
, n
);
1358 for (i
= 0; i
< n
; ++i
)
1359 isl_seq_clr(mat
->row
[row
+ i
], mat
->n_col
);
1364 __isl_give isl_mat
*isl_mat_add_zero_rows(__isl_take isl_mat
*mat
, unsigned n
)
1369 return isl_mat_insert_zero_rows(mat
, mat
->n_row
, n
);
1372 void isl_mat_col_submul(struct isl_mat
*mat
,
1373 int dst_col
, isl_int f
, int src_col
)
1377 for (i
= 0; i
< mat
->n_row
; ++i
)
1378 isl_int_submul(mat
->row
[i
][dst_col
], f
, mat
->row
[i
][src_col
]);
1381 void isl_mat_col_add(__isl_keep isl_mat
*mat
, int dst_col
, int src_col
)
1388 for (i
= 0; i
< mat
->n_row
; ++i
)
1389 isl_int_add(mat
->row
[i
][dst_col
],
1390 mat
->row
[i
][dst_col
], mat
->row
[i
][src_col
]);
1393 void isl_mat_col_mul(struct isl_mat
*mat
, int dst_col
, isl_int f
, int src_col
)
1397 for (i
= 0; i
< mat
->n_row
; ++i
)
1398 isl_int_mul(mat
->row
[i
][dst_col
], f
, mat
->row
[i
][src_col
]);
1401 struct isl_mat
*isl_mat_unimodular_complete(struct isl_mat
*M
, int row
)
1404 struct isl_mat
*H
= NULL
, *Q
= NULL
;
1409 isl_assert(M
->ctx
, M
->n_row
== M
->n_col
, goto error
);
1411 H
= isl_mat_left_hermite(isl_mat_copy(M
), 0, NULL
, &Q
);
1412 M
->n_row
= M
->n_col
;
1415 for (r
= 0; r
< row
; ++r
)
1416 isl_assert(M
->ctx
, isl_int_is_one(H
->row
[r
][r
]), goto error
);
1417 for (r
= row
; r
< M
->n_row
; ++r
)
1418 isl_seq_cpy(M
->row
[r
], Q
->row
[r
], M
->n_col
);
1429 __isl_give isl_mat
*isl_mat_concat(__isl_take isl_mat
*top
,
1430 __isl_take isl_mat
*bot
)
1432 struct isl_mat
*mat
;
1437 isl_assert(top
->ctx
, top
->n_col
== bot
->n_col
, goto error
);
1438 if (top
->n_row
== 0) {
1442 if (bot
->n_row
== 0) {
1447 mat
= isl_mat_alloc(top
->ctx
, top
->n_row
+ bot
->n_row
, top
->n_col
);
1450 isl_mat_sub_copy(mat
->ctx
, mat
->row
, top
->row
, top
->n_row
,
1452 isl_mat_sub_copy(mat
->ctx
, mat
->row
+ top
->n_row
, bot
->row
, bot
->n_row
,
1463 int isl_mat_is_equal(__isl_keep isl_mat
*mat1
, __isl_keep isl_mat
*mat2
)
1470 if (mat1
->n_row
!= mat2
->n_row
)
1473 if (mat1
->n_col
!= mat2
->n_col
)
1476 for (i
= 0; i
< mat1
->n_row
; ++i
)
1477 if (!isl_seq_eq(mat1
->row
[i
], mat2
->row
[i
], mat1
->n_col
))
1483 __isl_give isl_mat
*isl_mat_from_row_vec(__isl_take isl_vec
*vec
)
1485 struct isl_mat
*mat
;
1489 mat
= isl_mat_alloc(vec
->ctx
, 1, vec
->size
);
1493 isl_seq_cpy(mat
->row
[0], vec
->el
, vec
->size
);
1502 __isl_give isl_mat
*isl_mat_vec_concat(__isl_take isl_mat
*top
,
1503 __isl_take isl_vec
*bot
)
1505 return isl_mat_concat(top
, isl_mat_from_row_vec(bot
));
1508 __isl_give isl_mat
*isl_mat_move_cols(__isl_take isl_mat
*mat
,
1509 unsigned dst_col
, unsigned src_col
, unsigned n
)
1515 if (n
== 0 || dst_col
== src_col
)
1518 res
= isl_mat_alloc(mat
->ctx
, mat
->n_row
, mat
->n_col
);
1522 if (dst_col
< src_col
) {
1523 isl_mat_sub_copy(res
->ctx
, res
->row
, mat
->row
, mat
->n_row
,
1525 isl_mat_sub_copy(res
->ctx
, res
->row
, mat
->row
, mat
->n_row
,
1526 dst_col
, src_col
, n
);
1527 isl_mat_sub_copy(res
->ctx
, res
->row
, mat
->row
, mat
->n_row
,
1528 dst_col
+ n
, dst_col
, src_col
- dst_col
);
1529 isl_mat_sub_copy(res
->ctx
, res
->row
, mat
->row
, mat
->n_row
,
1530 src_col
+ n
, src_col
+ n
,
1531 res
->n_col
- src_col
- n
);
1533 isl_mat_sub_copy(res
->ctx
, res
->row
, mat
->row
, mat
->n_row
,
1535 isl_mat_sub_copy(res
->ctx
, res
->row
, mat
->row
, mat
->n_row
,
1536 src_col
, src_col
+ n
, dst_col
- src_col
);
1537 isl_mat_sub_copy(res
->ctx
, res
->row
, mat
->row
, mat
->n_row
,
1538 dst_col
, src_col
, n
);
1539 isl_mat_sub_copy(res
->ctx
, res
->row
, mat
->row
, mat
->n_row
,
1540 dst_col
+ n
, dst_col
+ n
,
1541 res
->n_col
- dst_col
- n
);
1551 void isl_mat_gcd(__isl_keep isl_mat
*mat
, isl_int
*gcd
)
1556 isl_int_set_si(*gcd
, 0);
1561 for (i
= 0; i
< mat
->n_row
; ++i
) {
1562 isl_seq_gcd(mat
->row
[i
], mat
->n_col
, &g
);
1563 isl_int_gcd(*gcd
, *gcd
, g
);
1568 __isl_give isl_mat
*isl_mat_scale_down(__isl_take isl_mat
*mat
, isl_int m
)
1572 if (isl_int_is_one(m
))
1575 mat
= isl_mat_cow(mat
);
1579 for (i
= 0; i
< mat
->n_row
; ++i
)
1580 isl_seq_scale_down(mat
->row
[i
], mat
->row
[i
], m
, mat
->n_col
);
1585 __isl_give isl_mat
*isl_mat_normalize(__isl_take isl_mat
*mat
)
1593 isl_mat_gcd(mat
, &gcd
);
1594 mat
= isl_mat_scale_down(mat
, gcd
);
1600 __isl_give isl_mat
*isl_mat_normalize_row(__isl_take isl_mat
*mat
, int row
)
1602 mat
= isl_mat_cow(mat
);
1606 isl_seq_normalize(mat
->ctx
, mat
->row
[row
], mat
->n_col
);
1611 /* Number of initial non-zero columns.
1613 int isl_mat_initial_non_zero_cols(__isl_keep isl_mat
*mat
)
1620 for (i
= 0; i
< mat
->n_col
; ++i
)
1621 if (row_first_non_zero(mat
->row
, mat
->n_row
, i
) < 0)