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// Copyright 2023 DeepMind Technologies Limited
//
// Licensed under the Apache License, Version 2.0 (the "License");
// you may not use this file except in compliance with the License.
// You may obtain a copy of the License at
//
// http://www.apache.org/licenses/LICENSE-2.0
//
// Unless required by applicable law or agreed to in writing, software
// distributed under the License is distributed on an "AS IS" BASIS,
// WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
// See the License for the specific language governing permissions and
// limitations under the License.
#include "engine/engine_island.h"
#include <stdio.h>
#include <stddef.h>
#include <string.h>
#include <mujoco/mjdata.h>
#include <mujoco/mjmodel.h>
#include <mujoco/mjsan.h> // IWYU pragma: keep
#include <mujoco/mjxmacro.h>
#include "engine/engine_core_util.h"
#include "engine/engine_memory.h"
#include "engine/engine_util_errmem.h"
#include "engine/engine_util_misc.h"
#include "engine/engine_util_sparse.h"
#ifdef MEMORY_SANITIZER
#include <sanitizer/msan_interface.h>
#endif
//-------------------------- local utilities -------------------------------------------------------
// clear island-related arena pointers in mjData
static void clearIsland(mjData* d, size_t parena) {
#define X(type, name, nr, nc) d->name = NULL;
MJDATA_ARENA_POINTERS_ISLAND
#undef X
d->nefc = 0;
d->nisland = 0;
d->nidof = 0;
d->parena = parena;
// poison remaining memory
#ifdef ADDRESS_SANITIZER
ASAN_POISON_MEMORY_REGION(
(char*)d->arena + d->parena, d->narena - d->pstack - d->parena);
#endif
}
// allocate island arrays on arena, return 1 on success, 0 on failure
static int arenaAllocIsland(const mjModel* m, mjData* d) {
#undef MJ_M
#define MJ_M(n) m->n
#undef MJ_D
#define MJ_D(n) d->n
size_t parena_old = d->parena;
#define X(type, name, nr, nc) \
d->name = mj_arenaAllocByte(d, sizeof(type) * (nr) * (nc), _Alignof(type)); \
if (!d->name) { \
mj_warning(d, mjWARN_CNSTRFULL, d->narena); \
clearIsland(d, parena_old); \
return 0; \
}
MJDATA_ARENA_POINTERS_ISLAND
#undef X
#undef MJ_M
#define MJ_M(n) n
#undef MJ_D
#define MJ_D(n) n
return 1;
}
//-------------------------- flood-fill and graph construction ------------------------------------
// find disjoint subgraphs ("islands") given sparse symmetric adjacency matrix
// arguments:
// island (nr) - island index assigned to vertex, -1 if vertex has no edges
// nr - number of rows/columns of adjacency matrix
// rownnz (nr) - matrix row nonzeros
// rowadr (nr) - matrix row addresses
// colind (nnz) - matrix column indices
// stack (nnz) - stack space
// returns number of islands
// note: column indices are not required to be unique or sorted
int mj_floodFill(int* island, int nr, const int* rownnz, const int* rowadr, const int* colind,
int* stack) {
// initialize island count, set ids to -1
int nisland = 0;
mju_fillInt(island, -1, nr);
// iterate over vertices, discover islands
for (int i=0; i < nr; i++) {
// vertex already in island or singleton with no edges: skip
if (island[i] != -1 || !rownnz[i]) {
continue;
}
// push i onto stack
int nstack = 0;
stack[nstack++] = i;
// DFS traversal of island
while (nstack) {
// pop v from stack
int v = stack[--nstack];
// if v is already assigned, continue
if (island[v] != -1) {
continue;
}
// assign v to current island
island[v] = nisland;
// push adjacent vertices onto stack
mju_copyInt(stack + nstack, colind + rowadr[v], rownnz[v]);
nstack += rownnz[v];
}
// island is filled: increment nisland
nisland++;
}
return nisland;
}
// state of iterator for finding trees involved in a constraint
typedef struct {
int trees[2]; // pre-calculated trees (special-cased constraints); -2: empty/sentinel
int jac_idx; // generic scan: current lookup index in Jacobian row; -1: scan disabled
int tree_prev; // generic scan: previous tree in ongoing scan
} mjTreeIter;
// return next tree of constraint i from iterator; -2: no more trees
static int treeNext(const mjModel* m, const mjData* d, int i, mjTreeIter* iter) {
// handle special cases
if (iter->trees[0] != -2) {
// get first tree, queue up second tree, return first tree
int tree = iter->trees[0];
iter->trees[0] = iter->trees[1];
iter->trees[1] = -2;
return tree;
}
// special case mode complete
if (iter->jac_idx == -1) {
return -2;
}
// generic scan mode
int j;
int tree_next = -2;
// sparse
if (mj_isSparse(m)) {
int rownnz = d->efc_J_rownnz[i];
const int* colind = d->efc_J_colind + d->efc_J_rowadr[i];
for (j = iter->jac_idx; j < rownnz; j++) {
int tree_j = m->dof_treeid[colind[j]];
if (tree_j != iter->tree_prev) {
// found new tree
tree_next = tree_j;
break;
}
}
}
// dense
else {
int nv = m->nv;
const mjtNum* J = d->efc_J + nv * i;
for (j = iter->jac_idx; j < nv; j++) {
if (J[j]) {
int tree_j = m->dof_treeid[j];
if (tree_j != iter->tree_prev) {
// found new tree
tree_next = tree_j;
break;
}
// skip to end of tree's dof block
j = m->tree_dofadr[tree_j] + m->tree_dofnum[tree_j] - 1;
}
}
}
// update iterator state
iter->jac_idx = j;
if (tree_next != -2) {
iter->tree_prev = tree_next;
}
return tree_next;
}
// initialize tree iterator, handle special cases
static void treeIterInit(const mjModel* m, const mjData* d, int i, mjTreeIter* iter) {
iter->trees[0] = -2;
iter->trees[1] = -2;
iter->jac_idx = -1;
iter->tree_prev = -1;
int efc_type = d->efc_type[i];
int efc_id = d->efc_id[i];
// ==== special cases: fill iter->trees where possible
// joint friction
if (efc_type == mjCNSTR_FRICTION_DOF) {
iter->trees[0] = m->dof_treeid[efc_id];
}
// joint limit
else if (efc_type == mjCNSTR_LIMIT_JOINT) {
iter->trees[0] = m->dof_treeid[m->jnt_dofadr[efc_id]];
}
// contact
else if (efc_type == mjCNSTR_CONTACT_FRICTIONLESS ||
efc_type == mjCNSTR_CONTACT_PYRAMIDAL ||
efc_type == mjCNSTR_CONTACT_ELLIPTIC) {
int g1 = d->contact[efc_id].geom[0];
int g2 = d->contact[efc_id].geom[1];
// geom-geom contact
if (g1 >= 0 && g2 >= 0) {
iter->trees[0] = m->body_treeid[m->geom_bodyid[g1]];
iter->trees[1] = m->body_treeid[m->geom_bodyid[g2]];
if (iter->trees[0] < 0 && iter->trees[1] < 0) {
mjERROR("contact %d is between two static bodies", efc_id); // SHOULD NOT OCCUR
}
}
// no shortcut for flex contacts: enable generic scan
else {
iter->jac_idx = 0;
}
}
// connect or weld constraints
else if (efc_type == mjCNSTR_EQUALITY &&
(m->eq_type[efc_id] == mjEQ_CONNECT ||
m->eq_type[efc_id] == mjEQ_WELD)) {
int b1 = m->eq_obj1id[efc_id];
int b2 = m->eq_obj2id[efc_id];
// get body ids if using site semantics
if (m->eq_objtype[efc_id] == mjOBJ_SITE) {
b1 = m->site_bodyid[b1];
b2 = m->site_bodyid[b2];
}
// get trees
iter->trees[0] = m->body_treeid[b1];
iter->trees[1] = m->body_treeid[b2];
if (iter->trees[0] < 0 && iter->trees[1] < 0) {
mjERROR("equality %d is between two static bodies", efc_id); // SHOULD NOT OCCUR
}
}
// otherwise enable generic scan
else {
iter->jac_idx = 0;
}
}
// add 0, 1 or 2 edges to uncompressed CSR adjacency matrix
// increment rownnz using tree_tree to de-dupe; return number of edges added
static int addEdge(int* rownnz, int* colind, mjtByte* tree_tree, int ntree, int tree1, int tree2) {
if (tree1 == -1 && tree2 == -1) {
mjERROR("self-edge of the static tree"); // SHOULD NOT OCCUR
return 0;
}
// handle static trees (treat as self-edge)
if (tree1 == -1) tree1 = tree2;
if (tree2 == -1) tree2 = tree1;
// skip if edge already present
if (tree_tree[tree1*ntree + tree2]) {
return 0;
}
// add edge
tree_tree[tree1*ntree + tree2] = 1;
colind[tree1*ntree + rownnz[tree1]++] = tree2; // uncompressed format, rowadr is known
// add flipped edge (off-diagonal)
if (tree1 != tree2) {
tree_tree[tree2*ntree + tree1] = 1;
colind[tree2*ntree + rownnz[tree2]++] = tree1; // uncompressed format, rowadr is known
return 2;
}
return 1;
}
// find tree-tree edges (column indices), return total number of edges
// efc_tree: first nonegative tree index of each constraint
static int findEdges(const mjModel* m, const mjData* d,
int* rownnz, int* colind, mjtByte* tree_tree, int* efc_tree, int ntree) {
int nefc = d->nefc;
int nnz = 0;
int efc_type = -1;
int efc_id = -1;
// clear row nonzeros
mju_zeroInt(rownnz, ntree);
// iterate over constraints, compute tree-tree edges, assign efc_tree
for (int i=0; i < nefc; i++) {
// row i is still in the same constraint: skip it,
if (efc_type == d->efc_type[i] && efc_id == d->efc_id[i]) {
// unless it is a flex equality, where the tree pattern changes per dof
if (!(efc_type == mjCNSTR_EQUALITY &&
(m->eq_type[efc_id] == mjEQ_FLEX ||
m->eq_type[efc_id] == mjEQ_FLEXVERT))) {
// copy tree assignment from previous constraint and continue
efc_tree[i] = efc_tree[i-1];
continue;
}
}
efc_type = d->efc_type[i];
efc_id = d->efc_id[i];
// initialize tree iterator
mjTreeIter iter;
treeIterInit(m, d, i, &iter);
// iterate over trees involved in constraint i
int tree1 = treeNext(m, d, i, &iter);
if (tree1 != -2) {
int tree2 = treeNext(m, d, i, &iter);
// assign tree to constraint, one of (tree1, tree2) must be non-negative
efc_tree[i] = tree1 >= 0 ? tree1 : tree2;
if (efc_tree[i] < 0) {
mjERROR("constraint %d is between two static bodies", i); // SHOULD NOT OCCUR
}
// add one edge or continue to search for more edges
if (tree2 == -2) {
nnz += addEdge(rownnz, colind, tree_tree, ntree, tree1, -1);
} else {
while (tree2 != -2) {
nnz += addEdge(rownnz, colind, tree_tree, ntree, tree1, tree2);
tree1 = tree2;
tree2 = treeNext(m, d, i, &iter);
}
}
} else {
mjERROR("no tree found for constraint %d", i); // SHOULD NOT OCCUR
}
}
return nnz;
}
//-------------------------- main entry-point -----------------------------------------------------
// discover islands:
// nisland, island_idofadr, dof_island, dof_islandnext, island_efcadr, efc_island, efc_islandnext
void mj_island(const mjModel* m, mjData* d) {
int nv = m->nv, nefc = d->nefc, ntree = m->ntree;
// no constraints or islands disabled: quick return
if (mjDISABLED(mjDSBL_ISLAND) || !nefc) {
d->nisland = d->nidof = 0;
return;
}
mj_markStack(d);
// dense tree-tree adjacency matrix
int ntree2 = ntree * ntree;
mjtByte* tree_tree = mjSTACKALLOC(d, ntree2, mjtByte);
memset(tree_tree, 0, ntree2);
// CSR representation of tree-tree adjacency matrix (uncompressed)
int* colind = mjSTACKALLOC(d, ntree2, int);
int* rownnz = mjSTACKALLOC(d, ntree, int);
int* rowadr = mjSTACKALLOC(d, ntree, int);
for (int r=0; r < ntree; r++) {
rowadr[r] = r * ntree;
}
// first non-negative tree index of each constraint, used later for computing efc_island
int* efc_tree = mjSTACKALLOC(d, nefc, int);
// compute tree-tree adjacency matrix: fill rownnz and colind
int nnz = findEdges(m, d, rownnz, colind, tree_tree, efc_tree, ntree);
// discover islands
int* tree_island = mjSTACKALLOC(d, ntree, int);
int* stack = mjSTACKALLOC(d, nnz, int);
d->nisland = mj_floodFill(tree_island, ntree, rownnz, rowadr, colind, stack);
// no islands found: quick return
if (!d->nisland) {
d->nidof = 0;
mj_freeStack(d);
return;
}
// count nidof: total number of dofs in islands
int nidof = 0;
for (int i=0; i < ntree; i++) {
if (tree_island[i] >= 0) {
nidof += m->tree_dofnum[i];
}
}
d->nidof = nidof;
// allocate island arrays on arena
if (!arenaAllocIsland(m, d)) {
mj_freeStack(d);
return;
}
// local copy
int nisland = d->nisland;
// ------------------------------------- trees ---------------------------------------------------
// copy tree_island from stack to arena
mju_copyInt(d->tree_island, tree_island, ntree);
// compute island_ntree, number of trees per island
mju_zeroInt(d->island_ntree, nisland);
for (int i=0; i < ntree; i++) {
int island = tree_island[i];
if (island >= 0) {
d->island_ntree[island]++;
}
}
// compute island_itreeadr (cumsum of island_ntree)
d->island_itreeadr[0] = 0;
for (int i=1; i < nisland; i++) {
d->island_itreeadr[i] = d->island_itreeadr[i-1] + d->island_ntree[i-1];
}
int last_tree = d->island_itreeadr[nisland-1] + d->island_ntree[nisland-1];
// compute map_itree2tree
int* island_ntree2 = mjSTACKALLOC(d, nisland + 1, int); // last elem counts unconstrained trees
mju_zeroInt(island_ntree2, nisland + 1);
for (int i=0; i < ntree; i++) {
int island = tree_island[i];
if (island >= 0) {
d->map_itree2tree[d->island_itreeadr[island] + island_ntree2[island]++] = i;
} else {
d->map_itree2tree[last_tree + island_ntree2[nisland]++] = i;
}
}
// SHOULD NOT OCCUR
if (!mju_compare(island_ntree2, d->island_ntree, nisland)) mjERROR("island_ntree miscount");
if (last_tree + island_ntree2[nisland] != ntree) mjERROR("miscount of unconstrained trees");
// ------------------------------------- degrees of freedom --------------------------------------
// compute dof_island, island_nv
mju_zeroInt(d->island_nv, nisland);
for (int i=0; i < nv; i++) {
// assign dofs to islands
int island = tree_island[m->dof_treeid[i]]; // -1 if unconstrained
d->dof_island[i] = island;
// increment island_nv
if (island >= 0) {
d->island_nv[island]++;
}
}
// compute island_idofadr (cumsum of island_nv)
d->island_idofadr[0] = 0;
for (int i=1; i < nisland; i++) {
d->island_idofadr[i] = d->island_idofadr[i-1] + d->island_nv[i-1];
}
// compute dof <-> idof maps
int* island_nv2 = mjSTACKALLOC(d, nisland + 1, int); // last element counts unconstrained dofs
mju_zeroInt(island_nv2, nisland + 1);
for (int dof=0; dof < nv; dof++) {
int island = d->dof_island[dof];
int idof;
if (island >= 0) {
// constrained dof
idof = d->island_idofadr[island] + island_nv2[island]++;
} else {
// unconstrained dof
idof = nidof + island_nv2[nisland]++;
}
d->map_dof2idof[dof] = idof;
d->map_idof2dof[idof] = dof; // only the first nidof elements of map_idof2dof are in some island
}
// SHOULD NOT OCCUR
if (!mju_compare(island_nv2, d->island_nv, nisland)) mjERROR("island_nv miscount");
if (nidof + island_nv2[nisland] != nv) mjERROR("miscount of unconstrained dofs");
// compute island_dofadr (used for visualization)
for (int i=0; i < nisland; i++) {
d->island_dofadr[i] = d->map_idof2dof[d->island_idofadr[i]];
}
// inertia: block-diagonalize both iLD <- qLD and iM <- qM
mju_blockDiagSparse(d->iLD, d->iM_rownnz, d->iM_rowadr, d->iM_colind,
d->qLD, m->M_rownnz, m->M_rowadr, m->M_colind,
nidof, nisland,
d->map_idof2dof, d->map_dof2idof,
d->island_idofadr, d->island_idofadr,
d->iM, d->M);
mju_gather(d->iLDiagInv, d->qLDiagInv, d->map_idof2dof, nidof);
// ------------------------------------- constraints ---------------------------------------------
// compute efc_island, island_{ne,nf,nefc}
mju_zeroInt(d->island_ne, nisland);
mju_zeroInt(d->island_nf, nisland);
mju_zeroInt(d->island_nefc, nisland);
for (int i=0; i < nefc; i++) {
int island = tree_island[efc_tree[i]];
d->efc_island[i] = island;
d->island_nefc[island]++;
switch (d->efc_type[i]) {
case mjCNSTR_EQUALITY:
d->island_ne[island]++;
break;
case mjCNSTR_FRICTION_DOF:
case mjCNSTR_FRICTION_TENDON:
d->island_nf[island]++;
break;
default:
break;
}
}
// compute island_iefcadr (cumsum of island_nefc)
d->island_iefcadr[0] = 0;
for (int i=1; i < nisland; i++) {
d->island_iefcadr[i] = d->island_iefcadr[i-1] + d->island_nefc[i-1];
}
// compute efc <-> iefc maps
int* island_nefc2 = island_nv2; // reuse island_nv2
mju_zeroInt(island_nefc2, nisland);
for (int c=0; c < nefc; c++) {
int island = d->efc_island[c];
int ic = d->island_iefcadr[island] + island_nefc2[island]++;
d->map_efc2iefc[c] = ic;
d->map_iefc2efc[ic] = c;
}
// SHOULD NOT OCCUR
if (!mju_compare(island_nefc2, d->island_nefc, nisland)) mjERROR("island_nefc miscount");
// dense: block-diagonalize Jacobian
if (!mj_isSparse(m)) {
mju_blockDiag(d->iefc_J, d->efc_J,
nv, nidof, nisland,
d->map_iefc2efc, d->map_idof2dof,
d->island_nefc, d->island_nv,
d->island_iefcadr, d->island_idofadr);
}
// sparse
else {
// block-diagonalize Jacobian
mju_blockDiagSparse(d->iefc_J, d->iefc_J_rownnz, d->iefc_J_rowadr, d->iefc_J_colind,
d->efc_J, d->efc_J_rownnz, d->efc_J_rowadr, d->efc_J_colind,
nefc, nisland,
d->map_iefc2efc, d->map_dof2idof,
d->island_iefcadr, d->island_idofadr, NULL, NULL);
// recompute rowsuper per island
for (int island=0; island < nisland; island++) {
int adr = d->island_iefcadr[island];
mju_superSparse(d->island_nefc[island], d->iefc_J_rowsuper + adr,
d->iefc_J_rownnz + adr, d->iefc_J_rowadr + adr, d->iefc_J_colind);
}
}
// copy position-dependent efc vectors required by solver
mju_gatherInt(d->iefc_type, d->efc_type, d->map_iefc2efc, nefc);
mju_gatherInt(d->iefc_id, d->efc_id, d->map_iefc2efc, nefc);
mju_gather(d->iefc_frictionloss, d->efc_frictionloss, d->map_iefc2efc, nefc);
mju_gather(d->iefc_D, d->efc_D, d->map_iefc2efc, nefc);
mju_gather(d->iefc_R, d->efc_R, d->map_iefc2efc, nefc);
mj_freeStack(d);
}