def cc_push_topo_operator(graph: PropertyGraph, changed,
comp_current: np.ndarray, comp_old: np.ndarray, nid):
if comp_old[nid] > comp_current[nid]:
comp_old[nid] = comp_current[nid]
# Indicates that update happened
changed.update(True)
for ii in graph.edges(nid):
dst = graph.get_edge_dst(ii)
new_comp = comp_current[nid]
# Push the minimum component to your neighbors
atomic_min(comp_current, dst, new_comp)
def sssp_operator(g: PropertyGraph, dists: np.ndarray, edge_weights, item,
ctx: UserContext):
if dists[item.src] < item.dist:
return
for ii in g.edges(item.src):
dst = g.get_edge_dst(ii)
edge_length = edge_weights[ii]
new_distance = edge_length + dists[item.src]
old_distance = atomic_min(dists, dst, new_distance)
if new_distance < old_distance:
ctx.push((dst, new_distance))
def f(out, i):
atomic_min(out, 0, i)