def find_overlapping_triangle(E):
"""find overlapping triangle 180 degrees other way round
of triangle edge of the first triangle
it assumes that the edges are around a central vertex
and that the first triangle has a constrained edge and other edges are not.
returns index in the list of the triangle that overlaps
"""
first = E[0]
t = first.triangle
mid = first.side
begin = ccw(mid)
P, Q = t.vertices[begin], t.vertices[mid]
overlap = None
idx = None
for i, e in enumerate(E):
t = e.triangle
R = t.vertices[cw(e.side)]
# if last leg of triangle makes left turn/straight,
# instead of right turn previously
# we have found the overlapping triangle
if orient2d(P, Q, R) >= 0: # and overlap is None:
overlap = e
idx = i
break
assert overlap is not None
return idx
def point_to_each_other(triangle, side):
"""Asserts that two kinetic vertices along the wavefront
point to each other
"""
v0, v1 = triangle.vertices[cw(side)], triangle.vertices[ccw(side)]
assert v0.left is v1, "@triangle: {} - v0 := {}, v0.left {} != {}".format(
id(triangle), id(v0), id(v0.left), id(v1))
assert v1.right is v0, "@triangle: {} - v1 := {}, v1.right {} != {}".format(
id(triangle), id(v1), id(v1.right), id(v0))
def check_bisector_direction(triangle, side, time):
"""Asserts that orientation of bisector is straight or turning left wrt unconstrained edge on its left"""
v0, v1 = triangle.vertices[ccw(side)], triangle.vertices[cw(side)]
pos2 = add(v1.position_at(time), v1.velocity)
pos0, pos1 = v0.position_at(time), v1.position_at(time)
ori = orient2d(pos0, pos1, pos2)
assert ori > 0 or near_zero(
ori
), "v0, v1: {}, {} | orientation: {} | positions: {}; {}; {}".format(
v0.info, v1.info, orient2d(pos0, pos1, pos2), pos0, pos1,
pos2) # left / straight
def check_ktriangles(L, now=0):
"""Check whether kinetic triangles are all linked up properly
"""
valid = True
# check if neighbours are properly linked
for ktri in L:
if ktri.stops_at is not None:
continue
for ngb in ktri.neighbours:
if ngb is not None:
if ktri not in ngb.neighbours:
print(("non neighbouring triangles:", id(ktri), "and",
id(ngb)))
valid = False
for v in ktri.vertices:
if ktri.is_finite:
if not ((v.starts_at <= now and v.stops_at is not None
and v.stops_at > now) or
(v.starts_at <= now and v.stops_at is None)):
print(("triangle", id(ktri), " with invalid kinetic"
" vertex", id(v), " for this time"))
print(("", v.starts_at, v.stops_at))
valid = False
# check if the sides of a triangle share the correct vertex at begin / end
if False: # FIXME: enable!!!
for ktri in L:
for i in range(3):
ngb = ktri.neighbours[i]
if ngb is not None:
j = ngb.neighbours.index(ktri)
if not ngb.vertices[cw(j)] is ktri.vertices[ccw(i)]:
print("something wrong with vertices 1")
valid = False
if not ngb.vertices[ccw(j)] is ktri.vertices[cw(i)]:
print("something wrong with vertices 2")
valid = False
# FIXME: check orientation of triangles ????
# -- could be little difficult with initial needle triangles at terminal
# vertices of PSLG
return valid
def split_star(v):
"""Splits the edges of the star in groups by constrained edges"""
around = [e for e in StarEdgeIterator(v)]
groups = []
group = []
for edge in around:
t, s = edge.triangle, edge.side
group.append(edge)
# if the edge ahead is constrained,
# we make a new group
if Edge(t, ccw(s)).constrained:
groups.append(group)
group = []
if group:
groups.append(group)
# if we have only one group, we do not have to change the first and the
# last
if len(groups) <= 1:
return groups
# merge first and last group
# this is necessary when the group does not start at a constrained edge
edge = groups[0][0]
if not edge.triangle.constrained[cw(edge.side)]:
last = groups.pop()
last.extend(groups[0])
groups[0] = last
# -- post condition checks
# the first and last triangle in the group have a constrained
# and the rest of the triangles in the middle of every group do not
for group in groups:
first, last = group[0], group[-1]
assert first.triangle.constrained[cw(first.side)]
assert last.triangle.constrained[ccw(last.side)]
for middle in group[1:-1]:
assert not middle.triangle.constrained[cw(middle.side)]
assert not middle.triangle.constrained[ccw(middle.side)]
return groups
def handle_parallel_edge_event_even_legs(t, e, pivot, now, step, skel, queue, immediate):
logging.info("* parallel|even :: tri>> #{} [{}]".format(id(t), t.info))
logging.debug('At start of handle_parallel_edge_event with same size legs')
logging.debug("Edge with inf fast vertex collapsing! {0}".format(t.neighbours[e] is None))
# FIXME: pre-conditions for this handler
# there should be 1 edge with zero length, and other 2 edges should have length?
# can it also be that this handler deals with collapse to point ???
# does not hold! ->
# triangle can also be like:
# *-------------------------*
# `---------------*'''''''
# we are collapsing the edge opposite of the inf fast pivot vertex
# this assumes that v1 and v2 need to be on the same location!!!
assert t.vertices.index(pivot) == e
assert t.vertices[e] is pivot
# assert pivot.inf_fast
# stop the non-infinite vertices
v1 = t.vertices[ccw(e)]
v2 = t.vertices[cw(e)]
sk_node, newly_made = stop_kvertices([v1,v2], step, now)
if newly_made:
skel.sk_nodes.append(sk_node)
# stop the pivot as well
if pivot.stop_node is not None:
logging.debug("Infinite fast pivot already stopped, but should not be stopped(?)")
# assert pivot.stop_node is None
# assert pivot.stops_at is None
pivot.stop_node = sk_node
pivot.stops_at = now
# this is not necessary, is it?
## update_circ(pivot, v1, now)
## update_circ(v2, pivot, now)
# we "remove" the triangle itself
t.stops_at = now
n = t.neighbours[e]
msg = "schedule adjacent neighbour for *IMMEDIATE* processing" if n is not None else "no neighbour to collapse simultaneously"
logging.debug("*** neighbour n: {} ".format(msg))
if n is not None:
n.neighbours[n.neighbours.index(t)] = None
if n.event is not None and n.stops_at is None:
logging.debug(n.event)
schedule_immediately(n, now, queue, immediate)
def handle_edge_event_1side(evt, step, skel, queue, immediate, pause):
"""Handle a collapse of a triangle with 1 side collapsing.
Important: The triangle collapses to a line segment.
"""
t = evt.triangle
logging.info("* edge 1side :: tri>> #{} [{}]".format(id(t), t.info))
logging.debug(evt.side)
assert len(evt.side) == 1, len(evt.side)
e = evt.side[0]
logging.debug(
"wavefront edge collapsing? {0}".format(t.neighbours[e] is None))
now = evt.time
v0 = t.vertices[e]
v1 = t.vertices[ccw(e)]
v2 = t.vertices[cw(e)]
# stop the two vertices of this edge and make new skeleton node
# replace 2 vertices with new kinetic vertex
sk_node, newly_made = stop_kvertices([v1, v2], step, now)
if newly_made:
skel.sk_nodes.append(sk_node)
kv = compute_new_kvertex(v1.ul, v2.ur, now, sk_node,
len(skel.vertices) + 1, v1.internal
or v2.internal, pause)
# FIXME: should we update the left and right wavefront line refs here?
logging.debug("Computed new kinetic vertex {} [{}]".format(
id(kv), kv.info))
logging.debug("v1 := {} [{}]".format(id(v1), v1.info))
logging.debug("v2 := {} [{}]".format(id(v2), v2.info))
logging.debug(kv.position_at(now))
logging.debug(kv.position_at(now + 1))
# append to skeleton structure, new kinetic vertex
skel.vertices.append(kv)
sk_node, newly_made = stop_kvertices([v0, kv], step, now)
if newly_made:
skel.sk_nodes.append(sk_node)
# we "remove" the triangle itself
t.stops_at = now
def init_skeleton(dt):
"""Initialize a data structure that can be used for making the straight
skeleton.
"""
skel = Skeleton()
# make skeleton nodes
# -> every triangulation vertex becomes a skeleton node
nodes = {}
avg_x = 0.0
avg_y = 0.0
for v in dt.vertices:
if v.is_finite:
nodes[v] = SkeletonNode(pos=(v.x, v.y), step=-1, info=v.info)
avg_x += v.x / len(dt.vertices)
avg_y += v.y / len(dt.vertices)
centroid = InfiniteVertex()
centroid.origin = (avg_x, avg_y)
# make kinetic triangles, so that for every delaunay triangle we have
# a kinetic counter part
ktriangles = [] # all kinetic triangles
# mapping from delaunay triangle to kinetic triangle
internal_triangles = set()
for _, depth, triangle in RegionatedTriangleIterator(dt):
if depth == 1:
# FIXME: why not put the depth here as identifier into the triangle
# holes can then be separated from others (and possibly calculated in parallel)
internal_triangles.add(triangle)
triangle2ktriangle = {}
for idx, t in enumerate(dt.triangles, start=1):
# skip the external triangle
# if t is dt.external:
# continue
k = KineticTriangle()
k.info = idx
triangle2ktriangle[t] = k
ktriangles.append(k)
k.internal = t in internal_triangles # whether triangle is internal to a polygon
del idx
link_around = []
# set up properly the neighbours of all kinetic triangles
# blank out the neighbour, if a side is constrained
unwanted = []
#it = TriangleIterator(dt)
# skip the external triangle (which is the first the iterator gives)
# next(it)
for t in dt.triangles:
k = triangle2ktriangle[t]
for i in range(3):
edge = Edge(t, i)
# k.wavefront_directions[i] = make_unit_vector(edge)
k.wavefront_support_lines[i] = make_support_line(edge)
for j, n in enumerate(t.neighbours):
# set neighbour pointer to None if constrained side
if t.constrained[j]:
continue
# skip linking to non-existing triangle
if n is None or n.vertices[2] is None:
# if n.external:
unwanted.append(k)
continue
k.neighbours[j] = triangle2ktriangle[n]
# FIXME: duplicate <-> each KTriangle has wavefront!
# unit_vectors = make_unit_vectors(dt)
# make kinetic vertices
# and link them to the kinetic triangles
# also make sure that every kinetic vertex is related to a skeleton node
kvertices = []
# ktri_no_apex = []
# one_ktri_between = {}
# with open("/tmp/bisectors.wkt", "w") as bisector_fh:
# print >> bisector_fh, "wkt"
ct = 0
for v in dt.vertices:
assert v.is_finite, "infinite vertex found"
groups = split_star(v)
if len(groups) == 1:
raise NotImplementedError(
"not yet dealing with PSLG in initial conversion")
for group in groups:
first, last = group[0], group[-1]
# compute turn type at vertex
tail, mid1 = Edge(last.triangle, ccw(last.side)).segment
# print(tail.x, tail.y, ";", mid1.x, mid1.y)
mid2, head = Edge(first.triangle, cw(first.side)).segment
# print(mid2.x, mid2.y, ";", head.x, head.y)
assert mid1 is mid2
turn = orient2d((tail.x, tail.y), (mid1.x, mid1.y),
(head.x, head.y))
# left : + [ = ccw ]
# straight : 0.
# right : - [ = cw ]
if turn < 0:
turn_type = "RIGHT - REFLEX"
elif turn > 0:
turn_type = "LEFT - CONVEX"
else:
turn_type = "STRAIGHT"
# print(turn_type)
# print("--")
# FIXME: duplicate <-> each KTriangle has wavefront!
right = triangle2ktriangle[first.triangle].wavefront_support_lines[
cw(first.side)]
left = triangle2ktriangle[last.triangle].wavefront_support_lines[
ccw(last.side)]
assert left is not None
assert right is not None
intersector = WaveFrontIntersector(left, right)
bi = intersector.get_bisector()
# print("")
# print(v, id(v), v.info)
# print(left)
# print(right)
# print("=-=-=")
# print(id(first.triangle))
# print(first_line)
# print("")
# print(id(last.triangle))
# print(last_line)
# print("=-=-=")
# print("")
# bi = None
# left_translated = left.translated(left.w)
# right_translated = right.translated(right.w)
# intersect = Intersector(left_translated, right_translated)
# #
# # == 3 possible outcomes in 2D: ==
# #
# # 0. overlapping lines - always intersecting in a line
# # 1. crossing - point2
# # 2. parallel - no intersection
# #
# if intersect.intersection_type() == IntersectionResult.LINE:
# bi = tuple(left.w)
# elif intersect.intersection_type() == IntersectionResult.POINT:
# # velocity
# bi = make_vector(end=intersect.result, start=(v.x, v.y))
# elif intersect.intersection_type() == IntersectionResult.NO_INTERSECTION:
# # print('no intersection, parallel wavefronts - not overlapping?')
# logging.warning('no intersection, parallel wavefronts - not overlapping?')
# bi = tuple(left.w)
# assert bi is not None
ur = right.line # unit_vectors[first.triangle][cw(first.side)]
ul = left.line # unit_vectors[last.triangle][ccw(last.side)]
# bi = bisector(ul, ur)
# print v, ul, ur, bi
# for edge in group:
# print "", edge.triangle
ct += 1
kv = KineticVertex()
kv.turn = turn_type
kv.info = ct ### "{}-{}".format(ct, turn)
kv.origin = (v.x, v.y)
kv.velocity = bi
kv.start_node = nodes[v]
kv.starts_at = 0
# kv.ul = first_line # ul # FIXME: point to original Line2 ?
# kv.ur = last_line # ur
kv.ul = ul
kv.ur = ur
kv.wfl = left
kv.wfr = right
# print(" {}".format(kv.origin) )
# print(" {}".format(kv.wfl) )
# print(" {}".format(kv.wfr) )
for edge in group:
ktriangle = triangle2ktriangle[edge.triangle]
ktriangle.vertices[edge.side] = kv
kv.internal = ktriangle.internal
kvertices.append(kv)
# link vertices to each other in circular list
link_around.append(
((last.triangle, cw(last.side)), kv, (first.triangle,
ccw(first.side))))
# # print ""
# it = StarEdgeIterator(v)
# around = [e for e in it]
# # with open("/tmp/vertexit.wkt", "w") as fh:
# # output_triangles([e.triangle for e in around], fh)
#
# constraints = []
# for i, e in enumerate(around):
# if e.triangle.constrained[cw(e.side)]:
# constraints.append(i)
#
# # FIXME:
# # Check here how many constrained edges we have outgoing of
# # this vertex.
# #
# # In case 0: degenerate case, should not happen
# # In case 1: we should make two kvertices vertices
# #
# # We do not handle this properly at this moment.
# #
# # In case 2 or more the following is fine.
# if len(constraints) == 0:
# raise ValueError("Singular point found")
# else:
# # rotate the list of around triangles,
# # so that we start with a triangle that has a constraint
# # side
# if constraints[0] != 0:
# shift = -constraints[0] # how much to rotate
# d = deque(around)
# d.rotate(shift)
# around = list(d)
# # also update which triangles have a constraint edge
# constraints = [idx + shift for idx in constraints]
#
# # make two bisectors at a terminal vertex
# if len(constraints) == 1:
#
# assert constraints[0] == 0
# edge = around[0]
# start, end = v, edge.triangle.vertices[ccw(edge.side)]
# vec = normalize((end.x - start.x, end.y - start.y))
# # FIXME: Replace perp with rotate90cw / rotate90ccw
#
# # from segment over terminal vertex to this kinetic vertex,
# # turns right
# # (first bisector when going ccw at end)
# p2 = tuple(map(add, start, rotate90ccw(vec)))
# p1 = v
# p0 = tuple(map(add, start, rotate90ccw(rotate90ccw(vec))))
# bi = bisector(p0, p1, p2)
# # print >> bisector_fh,
# ##"LINESTRING({0[0]} {0[1]}, {1[0]} {1[1]})".format(
# ##p1, map(add, p1, bi))
# # print nodes[v]
#
# kvA = KineticVertex()
# kvA.origin = (p1.x, p1.y)
# kvA.velocity = bi
# kvA.start_node = nodes[v]
# kvA.starts_at = 0
# kvertices.append(kvA)
#
# # from segment to this vertex, turns left
# # second bisector when going ccw at end
# p2 = tuple(map(add, start, rotate90ccw(rotate90ccw(vec))))
# p1 = v
# p0 = tuple(
# map(add, start, rotate90ccw(rotate90ccw(rotate90ccw(
# bi = bisector(p0, p1, p2)
# # print >> bisector_fh,
# "LINESTRING({0[0]} {0[1]}, {1[0]} {1[1]})".format(p1, map(add, p1, bi))
# # FIXME insert additional triangle at this side
# # print nodes[v]
#
# kvB = KineticVertex()
# kvB.origin = (p1.x, p1.y)
# kvB.velocity = bi
# kvB.start_node = nodes[v]
# kvB.starts_at = 0
# kvertices.append(kvB)
#
# groups = [around]
#
# split_idx = find_overlapping_triangle(around)
#
# # print split_idx
# # print len(around)
# # determine which triangles get an incidence with the
# # first and which with the second kvertices vertex
#
# # first go with kvA
# # second go with kvB
# first, second = around[:split_idx], around[split_idx + 1:]
# # print "first ", first
# # print "second", second
# mid = around[split_idx]
# # print "mid ", mid
#
# # go with kvA
# for e in first:
# ktriangle = triangle2ktriangle[e.triangle]
# ktriangle.vertices[e.side] = kvA
# # go with kvB
# for e in second:
# ktriangle = triangle2ktriangle[e.triangle]
# ktriangle.vertices[e.side] = kvB
#
# # for the mid triangle it depends where it should go
# # based on adding an additional kvertices triangle into
# # the triangulation here...
#
# # FIXME: the placement of points A and B should be
# # dependent on the distance between A and L or A and F
# # to not get False negatives out of the is_quad
# # classification
# triangle = mid.triangle
# # print "PIVOT POINT INDEX", mid.side
# first_leg = ccw(mid.side)
# last_leg = cw(mid.side)
# L = triangle.vertices[last_leg]
# F = triangle.vertices[first_leg]
#
# A = map(add, kvA.origin, kvA.velocity)
# B = map(add, kvB.origin, kvB.velocity)
# O = triangle.vertices[mid.side]
# # print "first", first_leg,"|" , F, "(cw)", "last", last_leg, "|" ,L,
# # "(ccw) around", O
#
# first_quad = [O, A, F, B, O]
# last_quad = [O, A, L, B, O]
# first_ok = is_quad(first_quad)
# last_ok = is_quad(last_quad)
#
# # if first is True and second False
# # assign ktriangles triangle to kvA/kvB and the corner to kvB
#
# # if both not ok, probably at convex hull overlapping with
# # infinite triangle
# # only, so take guess and use the first leg
# if first_ok or (not first_ok and not last_ok):
# ktriangle = triangle2ktriangle[mid.triangle]
# ktriangle.vertices[mid.side] = kvB
#
# knew = KineticTriangle()
# knew.vertices[0] = kvB
# knew.vertices[1] = kvA
# knew.vertices[2] = None
#
# X, Y = mid.triangle, mid.triangle.neighbours[
# ccw(first_leg)]
# sideX = X.neighbours.index(Y)
# sideY = Y.neighbours.index(X)
#
# key = tuple(sorted([X, Y]))
# if key not in one_ktri_between:
# one_ktri_between[key] = []
# one_ktri_between[key].append(
# (knew,
# triangle2ktriangle[Y],
# sideY,
# triangle2ktriangle[X],
# sideX))
#
# # if first is false and second True
# # assign ktriangles triangle to kvA/kvB and the corner to kvA
# elif last_ok:
# ktriangle = triangle2ktriangle[mid.triangle]
# ktriangle.vertices[mid.side] = kvA
#
# knew = KineticTriangle()
# knew.vertices[0] = kvB
# knew.vertices[1] = kvA
# knew.vertices[2] = None
# # ktri_no_apex.append(knew)
#
# X = mid.triangle
# Y = mid.triangle.neighbours[cw(last_leg)]
# sideX = X.neighbours.index(Y)
# sideY = Y.neighbours.index(X)
#
# key = tuple(sorted([X, Y]))
# if key not in one_ktri_between:
# one_ktri_between[key] = []
# one_ktri_between[key].append(
# (knew,
# triangle2ktriangle[X],
# sideX,
# triangle2ktriangle[Y],
# sideY))
#
# # add 2 entries to link_around list
# # one for kvA and one for kvB
# # link kvA and kvB to point to each other directly
# kvA.left = kvB, 0
# link_around.append(
# (None, kvA, (first[0].triangle, ccw(first[0].side))))
# kvB.right = kvA, 0
# link_around.append(
# ((second[-1].triangle, cw(second[-1].side)), kvB, None))
#
# # make bisectors
# else:
#
# assert len(constraints) >= 2
# # group the triangles around the vertex
# constraints.append(len(around))
# groups = []
# for lo, hi in zip(constraints[:-1], constraints[1:]):
# groups.append(around[lo:hi])
#
# # per group make a bisector and KineticVertex
# for group in groups:
# begin, end = group[0], group[-1]
# p2 = begin.triangle.vertices[
# ccw(begin.side)] # the cw vertex
# p1 = v
# # the ccw vertex
# p0 = end.triangle.vertices[cw(end.side)]
# bi = bisector(p0, p1, p2)
# # print >> bisector_fh,
# "LINESTRING({0[0]} {0[1]}, {1[0]} {1[1]})".format(p1, map(add, p1, bi))
# kv = KineticVertex()
# kv.origin = (p1.x, p1.y)
# kv.velocity = bi
# kv.start_node = nodes[v]
# kv.starts_at = 0
# for edge in group:
# ktriangle = triangle2ktriangle[edge.triangle]
# ktriangle.vertices[edge.side] = kv
# kvertices.append(kv)
# # link vertices to each other in circular list
# link_around.append(((end.triangle, cw(end.side)),
# kv, (begin.triangle, ccw(begin.side))))
# link vertices in circular list
for left, kv, right in link_around: # left is cw, right is ccw
assert left is not None
assert right is not None
# if left is not None:
# left
cwv = triangle2ktriangle[left[0]].vertices[left[1]]
kv.left = cwv, 0
# if right is not None:
ccwv = triangle2ktriangle[right[0]].vertices[right[1]]
kv.right = ccwv, 0
for left, kv, right in link_around: # left is cw, right is ccw
assert kv.left.wfr is kv.wfl, "{} vs\n {}".format(kv.left.wfr, kv.wfl)
assert kv.wfr is kv.right.wfl
assert kv.is_stopped == False
# -- copy infinite vertices into the kinetic triangles
# make dico of infinite vertices (lookup by coordinate value)
infinites = {}
for t in triangle2ktriangle:
for i, v in enumerate(t.vertices):
# print(t, t.vertices)
if v is not None and not v.is_finite:
infv = InfiniteVertex()
infv.origin = (v[0], v[1])
infinites[(v[0], v[1])] = infv
assert len(infinites) == 3
# link infinite triangles to the infinite vertex
for (t, kt) in triangle2ktriangle.items():
for i, v in enumerate(t.vertices):
if v is not None and not v.is_finite:
kt.vertices[i] = infinites[(v[0], v[1])]
# # deal with added kinetic triangles at terminal vertices
# for val in one_ktri_between.itervalues():
# if len(val) == 1:
# knew, x, side_x, y, side_y, = val[0]
# knew.neighbours[0] = x
# knew.neighbours[1] = y
# knew.neighbours[2] = None
# x.neighbours[side_x] = knew
# y.neighbours[side_y] = knew
# knew.vertices[2] = x.vertices[ccw(side_x)]
# ktriangles.append(knew)
# elif len(val) == 2:
# for i, v in enumerate(val):
# # the other triangle between these 2 terminal vertices
# # is the first value of the other tuple
# kother = val[(i + 1) % 2][0]
# knew, x, side_x, y, side_y, = v
# # link to each other and to neighbour x
# knew.neighbours[0] = x
# knew.neighbours[1] = kother
# knew.neighbours[2] = None
# x.neighbours[side_x] = knew
# y.neighbours[side_y] = kother
# # link to vertex
# knew.vertices[2] = x.vertices[ccw(side_x)]
# ktriangles.append(knew)
# else:
# raise ValueError(
# "Unexpected # kinetic triangles at terminal vertex")
# there are 3 infinite triangles that are supposed to be removed
# these triangles were already stored in the unwanted list
remove = []
for kt in ktriangles:
if [isinstance(v, InfiniteVertex)
for v in kt.vertices].count(True) == 2:
remove.append(kt)
assert len(remove) == 3
assert len(unwanted) == 3
assert remove == unwanted
# remove the 3 unwanted triangles and link their neighbours together
link = []
for kt in unwanted:
v = kt.vertices[kt.neighbours.index(None)]
assert isinstance(v, KineticVertex)
neighbour_cw = rotate_until_not_in_candidates(kt, v, cw, unwanted)
neighbour_ccw = rotate_until_not_in_candidates(kt, v, ccw, unwanted)
side_cw = ccw(neighbour_cw.vertices.index(v))
side_ccw = cw(neighbour_ccw.vertices.index(v))
link.append((neighbour_cw, side_cw, neighbour_ccw))
link.append((neighbour_ccw, side_ccw, neighbour_cw))
for item in link:
ngb, side, new_ngb, = item
ngb.neighbours[side] = new_ngb
for kt in unwanted:
kt.vertices = [None, None, None]
kt.neighbours = [None, None, None]
ktriangles.remove(kt)
# replace the infinite vertices by one point in the center of the PSLG
# (this could be the origin (0,0) if we would scale input to [-1,1] range
for kt in ktriangles:
for i, v in enumerate(kt.vertices):
if isinstance(v, InfiniteVertex):
kt.vertices[i] = centroid
assert check_ktriangles(ktriangles)
ktriangles.sort(
key=lambda t: (t.vertices[0].origin[1], t.vertices[0].origin[0]))
skel.sk_nodes = list(nodes.values())
skel.triangles = ktriangles
skel.vertices = kvertices
# INITIALIZATION FINISHES HERE
# with open('/tmp/lines.wkt', 'w') as fh:
# xaxis = Line2.from_points( (0, 0), (1, 0) )
# yaxis = Line2.from_points( (0, 0), (0, 1) )
# fh.write("wkt")
# fh.write("\n")
# fh.write(as_wkt(*xaxis.visualize()))
# fh.write("\n")
# fh.write(as_wkt(*yaxis.visualize()))
# fh.write("\n")
# for kt in skel.triangles:
# for line in filter(lambda x: x is not None, kt.wavefront_support_lines):
# fh.write(as_wkt(*line.visualize()))
# fh.write("\n")
return skel
def handle_edge_event(evt, step, skel, queue, immediate, pause):
"""Handles triangle collapse, where exactly 1 edge collapses"""
t = evt.triangle
logging.info("* edge :: tri>> #{} [{}]".format(id(t), t.info))
logging.debug(evt.side)
assert len(evt.side) == 1, len(evt.side)
# take edge e
e = evt.side[0]
logging.debug(
"wavefront edge collapsing? {0}".format(t.neighbours[e] is None))
is_wavefront_collapse = t.neighbours[e] is None
# if t.neighbours.count(None) == 2:
# assert t.neighbours[e] is None
now = evt.time
v1 = t.vertices[ccw(e)]
v2 = t.vertices[cw(e)]
# v1.
logging.debug("v1 := {} [{}] -- stop_node: {}".format(
id(v1), v1.info, v1.stop_node))
logging.debug("v2 := {} [{}] -- stop_node: {}".format(
id(v2), v2.info, v2.stop_node))
# FIXME: assertion is not ok when this is triangle from spoke collapse?
if is_wavefront_collapse and not v1.is_stopped and not v2.is_stopped:
assert v1.right is v2
assert v2.left is v1
# stop the two vertices of this edge and make new skeleton node
# replace 2 vertices with new kinetic vertex
# +--- new use of wavefronts ------------------------------ #
# ⋮
a = v1.wfl
b = v1.wfr
if is_wavefront_collapse and not v1.is_stopped and not v2.is_stopped:
assert v2.wfl is b
c = v2.wfr
#
intersector = WaveFrontIntersector(a, c)
bi = intersector.get_bisector()
logging.debug(bi)
# in general position the new position of the node can be constructed by intersecting 3 pairs of wavefronts
# (a,c), (a,b), (b,c)
# in case (a,c) are parallel, this is new infinitely fast vertex and triangles are locked between
# or (a,c) are parallel due to spoke collapse (then new vertex is on straight line, splitting it in 2 times 90 degree angles)
# in case (a,b) are parallel, then v1 is straight -- no turn
# in case (b,c) are parallel, then v2 is straight -- no turn
pos_at_now = None
try:
intersector = WaveFrontIntersector(a, c)
pos_at_now = intersector.get_intersection_at_t(now)
logging.debug("POINT({0[0]} {0[1]});a;c".format(pos_at_now))
except ValueError:
pass
# iff the wavefronts wfl/wfr are parallel
# then only the following 2 pairs of wavefronts can be properly intersected!
# try:
# intersector = WaveFrontIntersector(a, b)
# pos_at_now = intersector.get_intersection_at_t(now)
# logging.debug("POINT({0[0]} {0[1]});a;b".format(pos_at_now))
# except ValueError:
# pass
# #
# try:
# intersector = WaveFrontIntersector(b, c)
# pos_at_now = intersector.get_intersection_at_t(now)
# logging.debug("POINT({0[0]} {0[1]});b;c".format(pos_at_now)) #
# except ValueError:
# pass
# ⋮
# +--- new use of wavefronts ------------------------------ #
sk_node, newly_made = stop_kvertices([v1, v2], step, now, pos=pos_at_now)
if newly_made:
skel.sk_nodes.append(sk_node)
kv = compute_new_kvertex(v1.ul, v2.ur, now, sk_node,
len(skel.vertices) + 1, v1.internal
or v2.internal, pause)
# ---- new use of wavefronts ---------- #
kv.wfl = v1.wfl #
kv.wfr = v2.wfr #
# ---- new use of wavefronts ---------- #
logging.debug("Computed new kinetic vertex {} [{}]".format(
id(kv), kv.info))
logging.debug("v1 := {} [{}]".format(id(v1), v1.info))
logging.debug("v2 := {} [{}]".format(id(v2), v2.info))
# logging.debug(kv.position_at(now))
# logging.debug(kv.position_at(now+1))
# logging.debug("||| {} | {} | {} ||| ".format( v1.left.position_at(now), sk_node.pos, v2.right.position_at(now) ))
# logging.debug("||| {} ||| ".format(signed_turn( v1.left.position_at(now), sk_node.pos, v2.right.position_at(now) )))
# logging.debug("||| {} ||| ".format(get_bisector( v1.left.position_at(now), sk_node.pos, v2.right.position_at(now) )))
if v1.left:
logging.debug(v1.left.position_at(now))
else:
logging.warning("no v1.left")
if v2.right:
logging.debug(v2.right.position_at(now))
else:
logging.warning("no v2.right")
if kv.inf_fast:
logging.debug("New kinetic vertex moves infinitely fast!")
# append to skeleton structure, new kinetic vertex
skel.vertices.append(kv)
# update circular list of kinetic vertices
update_circ(v1.left, kv, now)
update_circ(kv, v2.right, now)
# def sign(val):
# if val > 0:
# return +1
# elif val < 0:
# return -1
# else:
# return 0
# bisector_check = get_bisector( v1.left.position_at(now), sk_node.pos, v2.right.position_at(now) )
# if not kv.inf_fast:
# logging.debug("{} [{}]".format(v1.left, v1.left.info))
# logging.debug("{} [{}]".format(v2.right, v2.right.info))
# logging.debug("{0} vs {1}".format(bisector_check, kv.velocity))
# if sign(bisector_check[0]) == sign(kv.velocity[0]) and sign(bisector_check[1]) == sign(kv.velocity[1]):
# logging.debug('signs agree')
# else:
# logging.warning("""
# BISECTOR SIGNS DISAGREE
# """)
# kv.velocity = (sign(bisector_check[0]) * abs(kv.velocity[0]), sign(bisector_check[1]) * abs(kv.velocity[1]))
# raise ValueError('bisector signs disagree')
# ---- new use of wavefronts ---------- #
# post condition
assert kv.wfl is kv.left.wfr
assert kv.wfr is kv.right.wfl
# ---- new use of wavefronts ---------- #
# get neighbours around collapsing triangle
a = t.neighbours[ccw(e)]
b = t.neighbours[cw(e)]
n = t.neighbours[e]
# second check: is vertex infinitely fast?
# is_inf_fast_a = is_infinitely_fast(get_fan(a, v2, cw), now)
# is_inf_fast_b = is_infinitely_fast(get_fan(b, v1, ccw), now)
# if is_inf_fast_a and is_inf_fast_b:
# if not kv.inf_fast:
# logging.debug("New kinetic vertex: ***Upgrading*** to infinitely fast moving vertex!")
# kv.inf_fast = True
#
fan_a = []
fan_b = []
if a is not None:
logging.debug("replacing vertex for neighbours at side A")
a_idx = a.neighbours.index(t)
a.neighbours[a_idx] = b
fan_a = replace_kvertex(a, v2, kv, now, cw, queue, immediate)
if fan_a:
e = Edge(fan_a[-1], cw(fan_a[-1].vertices.index(kv)))
orig, dest = e.segment
import math
if (near_zero(math.sqrt(orig.distance2_at(dest, now)))):
logging.info(
"collapsing neighbouring edge, as it is very tiny -- cw")
schedule_immediately(fan_a[-1], now, queue, immediate)
if b is not None:
logging.debug("replacing vertex for neighbours at side B")
b_idx = b.neighbours.index(t)
b.neighbours[b_idx] = a
fan_b = replace_kvertex(b, v1, kv, now, ccw, queue, immediate)
if fan_b:
e = Edge(fan_b[-1], ccw(fan_b[-1].vertices.index(kv)))
orig, dest = e.segment
import math
if (near_zero(math.sqrt(orig.distance2_at(dest, now)))):
logging.info(
"collapsing neighbouring edge, as it is very tiny -- ccw")
schedule_immediately(fan_b[-1], now, queue, immediate)
if n is not None:
logging.debug(
"*** neighbour n: schedule adjacent neighbour for *IMMEDIATE* processing"
)
n.neighbours[n.neighbours.index(t)] = None
if n.event is not None and n.stops_at is None:
schedule_immediately(n, now, queue, immediate)
# if t.info == 134:
# raise NotImplementedError('problem: #134 exists now')
# we "remove" the triangle itself
t.stops_at = now
# process parallel fan
if kv.inf_fast:
if fan_a and fan_b:
# combine both fans into 1
fan_a = list(fan_a)
fan_a.reverse()
fan_a.extend(fan_b)
handle_parallel_fan(fan_a, kv, now, ccw, step, skel, queue,
immediate, pause)
return
elif fan_a:
handle_parallel_fan(fan_a, kv, now, cw, step, skel, queue,
immediate, pause)
return
elif fan_b:
handle_parallel_fan(fan_b, kv, now, ccw, step, skel, queue,
immediate, pause)
return
def handle_parallel_fan(fan, pivot, now, direction, step, skel, queue, immediate, pause):
"""Dispatches to correct function for handling parallel wavefronts
fan: list of triangles, sorted (in *direction* order)
pivot: the vertex that is going infinitely fast
now: time at which parallel event happens
direction: how the fan turns
skel: skeleton structure
queue: event queue
immediate: queue of events that should be dealt with when finished handling
the current event
pause: whether we should stop for interactivity
"""
if not fan:
raise ValueError("we should receive a fan of triangles to handle them")
return
logging.debug("""
# ---------------------------------------------------------
# -- PARALLEL event handler invoked --
# ---------------------------------------------------------
""")
if pause:
logging.debug(" -- {}".format(len(fan)))
logging.debug(" triangles in the fan: {}".format([(id(_), _.info) for _ in fan]))
logging.debug(" fan turns: {}".format(direction))
logging.debug(" pivot: {} [{}]".format(id(pivot), pivot.info))
interactive_visualize(queue, skel, step, now)
assert pivot.inf_fast
first_tri = fan[0]
last_tri = fan[-1]
# special case, infinite fast vertex in *at least* 1 corner
# no neighbours (3 wavefront edges)
# -> let's collapse the edge opposite of the pivot
if first_tri.neighbours.count(None) == 3:
assert first_tri is last_tri #FIXME: is this true?
dists = []
for side in range(3):
edge = Edge(first_tri, side)
d = dist(*map(lambda x: x.position_at(now), edge.segment))
dists.append(d)
dists_sub_min = [near_zero(_ - min(dists)) for _ in dists]
if near_zero(min(dists)) and dists_sub_min.count(True) == 1:
logging.debug(dists_sub_min)
logging.debug("Smallest edge collapses? {}".format(near_zero(min(dists))))
assert dists_sub_min.count(True) == 1
# assert dists_sub_min.index(True) == first_tri.vertices.index(pivot)
side = dists_sub_min.index(True)
pivot = first_tri.vertices[dists_sub_min.index(True)]
handle_parallel_edge_event_even_legs(first_tri, first_tri.vertices.index(pivot), pivot, now, step, skel, queue, immediate)
return
else:
handle_parallel_edge_event_3tri(first_tri, first_tri.vertices.index(pivot), pivot, now, step, skel, queue, immediate)
return
if first_tri is last_tri:
assert len(fan) == 1
if direction is cw:
left = fan[0]
right = fan[-1]
else:
assert direction is ccw
left = fan[-1]
right = fan[0]
left_leg_idx = ccw(left.vertices.index(pivot))
left_leg = Edge(left, left_leg_idx)
if left.neighbours[left_leg_idx] is not None:
logging.debug("inf-fast pivot, but not over wavefront edge? -- left side")
left_dist = dist(*map(lambda x: x.position_at(now), left_leg.segment))
right_leg_idx = cw(right.vertices.index(pivot))
right_leg = Edge(right, right_leg_idx)
if right.neighbours[right_leg_idx] is not None:
logging.debug("inf-fast pivot, but not over wavefront edge? -- right side")
right_dist = dist(*map(lambda x: x.position_at(now), right_leg.segment))
dists = [left_dist, right_dist]
logging.debug(' distances: {}'.format(dists))
dists_sub_min = [near_zero(_ - min(dists)) for _ in dists]
logging.debug(dists_sub_min)
unique_dists = dists_sub_min.count(True)
if unique_dists == 2:
logging.debug("Equal sized legs")
if len(fan) == 1:
logging.debug("Calling handle_parallel_edge_event_even_legs for 1 triangle")
handle_parallel_edge_event_even_legs(first_tri, first_tri.vertices.index(pivot), pivot, now, step, skel, queue, immediate)
elif len(fan) == 2:
# FIXME: even if the 2 wavefronts collapse and the sides are equal in size
# some triangles can be partly inside the fan and partly outside
# e.g. if quad collapses and 2 sides collapse onto each other, the spokes
# can still stick out of the fan ->
# result: triangles around these spokes should be glued together (be each others neighbours)
# =======================+
# + \\\\\\\\\\\\\\\\\
# inf-----------------------------------------+
# + /////////////////
# =======================+
# handle_parallel_edge_event_even_legs(first_tri, first_tri.vertices.index(pivot), pivot, now, skel, queue, immediate)
# handle_parallel_edge_event_even_legs(last_tri, last_tri.vertices.index(pivot), pivot, now, skel, queue, immediate)
logging.debug("Calling handle_parallel_edge_event_even_legs for *multiple* triangles")
# raise NotImplementedError('multiple triangles #{} in parallel fan that should be stopped'.format(len(fan)))
all_2 = True
for t in fan:
# FIXME: left = cw / right = ccw seen from the vertex
left_leg_idx = ccw(t.vertices.index(pivot))
left_leg = Edge(t, left_leg_idx)
left_dist = dist(*map(lambda x: x.position_at(now), left_leg.segment))
right_leg_idx = cw(t.vertices.index(pivot))
right_leg = Edge(t, right_leg_idx)
right_dist = dist(*map(lambda x: x.position_at(now), right_leg.segment))
dists = [left_dist, right_dist]
dists_sub_min = [near_zero(_ - min(dists)) for _ in dists]
logging.debug(" {}".format([left_dist, right_dist]))
logging.debug(" {}".format(dists_sub_min))
unique_dists = dists_sub_min.count(True)
if unique_dists != 2:
all_2 = False
# assert unique_dists == 2
if all_2 == True:
for t in fan:
handle_parallel_edge_event_even_legs(t, t.vertices.index(pivot), pivot, now, step, skel, queue, immediate)
else:
# not all edges in the fan have equal length, so first flip the triangles
# before continue handling them
# unpack the 2 triangles from the fan and flip them
t0 = fan[0]
t1 = fan[1]
side0 = t0.neighbours.index(t1)
side1 = t1.neighbours.index(t0)
flip(t0, side0, t1, side1)
# now if a triangle has inf-fast vertex, handle the wavefront collapse
t0_has_inf_fast = [v.inf_fast for v in t0.vertices]
t1_has_inf_fast = [v.inf_fast for v in t1.vertices]
logging.debug(t0_has_inf_fast)
logging.debug(t1_has_inf_fast)
if True in t0_has_inf_fast:
logging.debug("-- Handling t0 after flip event in parallel fan --")
handle_parallel_edge_event_even_legs(t0, t0.vertices.index(pivot), pivot, now, step, skel, queue, immediate)
if True in t1_has_inf_fast:
logging.debug("-- Handling t1 after flip event in parallel fan --")
handle_parallel_edge_event_even_legs(t1, t1.vertices.index(pivot), pivot, now, step, skel, queue, immediate)
if pause:
interactive_visualize(queue, skel, step, now)
# raise NotImplementedError('multiple triangles in parallel fan that should be *flipped*')
else:
raise NotImplementedError('More than 2 triangles in parallel fan with 2 equal sized legs on the outside -- does this exist?')
# post condition: all triangles in the fan are stopped
# when we have 2 equal sized legs -- does not hold for Koch-rec-level-3 ???
if len(fan) == 1 or (len(fan) == 2 and all_2 == True):
for t in fan:
assert t.stops_at is not None
else:
# check what is the shortest of the two distances
shortest_idx = dists_sub_min.index(True)
if shortest_idx == 1: # right is shortest, left is longest
logging.debug("CW / left wavefront at pivot, ending at v2, is longest")
handle_parallel_edge_event_shorter_leg(right_leg.triangle, right_leg.side, pivot, now, step, skel, queue, immediate, pause)
elif shortest_idx == 0: # left is shortest, right is longest
logging.debug("CCW / right wavefront at pivot, ending at v1, is longest")
handle_parallel_edge_event_shorter_leg(left_leg.triangle, left_leg.side, pivot, now, step, skel, queue, immediate, pause)
def handle_parallel_edge_event_3tri(t, e, pivot, now, step, skel, queue, immediate):
logging.info("* parallel|even#3 :: tri>> #{} [{}]".format(id(t), t.info))
logging.debug('At start of handle_parallel_edge_event for 3 triangle')
logging.debug("Edge with inf fast vertex collapsing! {0}".format(t.neighbours[e] is None))
# triangle is like:
# *-------------------------*
# `---------------*'''''''
# we are collapsing the edge opposite of the inf fast pivot vertex
# this assumes that v1 and v2 need to be on the same location!!!
assert t.vertices.index(pivot) == e
assert t.vertices[e] is pivot
# assert pivot.inf_fast
left_leg_idx = ccw(t.vertices.index(pivot))
left_leg = Edge(t, left_leg_idx)
left_dist = dist(*map(lambda x: x.position_at(now), left_leg.segment))
v1 = t.vertices[ccw(e)]
right_leg_idx = cw(t.vertices.index(pivot))
right_leg = Edge(t, right_leg_idx)
right_dist = dist(*map(lambda x: x.position_at(now), right_leg.segment))
v2 = t.vertices[cw(e)]
assert v1 is not pivot
assert v2 is not pivot
assert pivot in t.vertices
assert v1 in t.vertices
assert v2 in t.vertices
from grassfire.vectorops import dot, norm
logging.debug(v1.velocity)
logging.debug(v2.velocity)
magn_v1 = norm(v1.velocity)
magn_v2 = norm(v2.velocity)
logging.debug(' velocity magnitude: {}'.format([magn_v1, magn_v2]))
dists = [left_dist, right_dist]
logging.debug(' distances: {}'.format(dists))
dists_sub_min = [near_zero(_ - min(dists)) for _ in dists]
logging.debug(dists_sub_min)
# stop the non-infinite vertices at the same location
# use the slowest moving vertex to determine the location
if magn_v2 < magn_v1:
sk_node, newly_made = stop_kvertices([v2], step, now)
if newly_made:
skel.sk_nodes.append(sk_node)
v1.stop_node = sk_node
v1.stops_at = now
else:
sk_node, newly_made = stop_kvertices([v1], step, now)
if newly_made:
skel.sk_nodes.append(sk_node)
v2.stop_node = sk_node
v2.stops_at = now
# FIXME:
# make edge between v1 and v2
# assert pivot.stop_node is None
# assert pivot.stops_at is None
#FIXME: wrong sk_node for pivot
pivot.stop_node = sk_node
pivot.stops_at = now
# this is not necessary, is it?
## update_circ(pivot, v1, now)
## update_circ(v2, pivot, now)
# we "remove" the triangle itself
t.stops_at = now
for kv in t.vertices:
assert kv.stops_at is not None
def handle_parallel_edge_event_shorter_leg(t, e, pivot, now, step, skel, queue, immediate, pause):
"""Handles triangle collapse, where exactly 1 edge collapses
One of the vertices of the triangle moves *infinitely* fast.
There are 2 cases handled in this function
a. triangle with long left leg, short right leg
b. triangle with long right leg, short left leg
Arguments:
t -- triangle that collapses
e -- short side over which pivot moves inf fast
"""
logging.info("* parallel|short :: tri>> #{} [{}]".format(id(t), t.info))
logging.debug('At start of handle_parallel_edge_event_shorter_leg')
logging.debug("Edge with inf fast vertex collapsing! {0}".format(t.neighbours[e] is None))
assert pivot.inf_fast
# vertices, that are not inf fast, need to stop
# FIXME: this is not necessarily correct ...
# where they need to stop depends on the configuration
# -- now they are *always* snapped to same location
v1 = t.vertices[ccw(e)]
v2 = t.vertices[cw(e)]
v3 = t.vertices[e]
logging.debug("* tri>> #{} [{}]".format(id(t), t.info))
logging.debug("* pivot #{} [{}]".format(id(pivot), pivot.info))
logging.debug("* v1 #{} [{}]".format(id(v1), v1.info))
logging.debug("* v2 #{} [{}]".format(id(v2), v2.info))
logging.debug("* v3 #{} [{}]".format(id(v3), v3.info))
assert pivot is v1 or pivot is v2
to_stop = []
for v in [v1, v2]:
if not v.inf_fast:
to_stop.append(v)
# stop the non-infinite vertices
sk_node, newly_made = stop_kvertices(to_stop, step, now)
if newly_made:
skel.sk_nodes.append(sk_node)
if pivot.stop_node is None:
assert pivot.stop_node is None
assert pivot.stops_at is None
pivot.stop_node = sk_node
pivot.stops_at = now
# we will update the circular list
# at the pivot a little bit later
else:
logging.debug("Infinite fast pivot already stopped,"
" but should not be stopped(?)")
# we "remove" the triangle itself
t.stops_at = now
# check that the edge that collapses is not opposite of the pivot
# i.e. the edge is one of the two adjacent legs at the pivot
assert t.vertices.index(pivot) != e
kv = compute_new_kvertex(v1.ul, v2.ur, now, sk_node, len(skel.vertices) + 1, v1.internal or v2.internal, pause)
# FIXME new wavefront -- update refs
kv.wfl = v1.left.wfr
kv.wfr = v2.right.wfl
logging.debug("Computed new kinetic vertex {} [{}]".format(id(kv), kv.info))
if kv.inf_fast:
logging.debug("New kinetic vertex moves infinitely fast!")
# get neighbours around collapsing triangle
a = t.neighbours[ccw(e)]
b = t.neighbours[cw(e)]
n = t.neighbours[e]
# second check:
# is vertex infinitely fast?
# in this case, both sides of the new vertex
# should collapse to be infinitely fast!
# is_inf_fast_a = is_infinitely_fast(get_fan(a, v2, cw), now)
# is_inf_fast_b = is_infinitely_fast(get_fan(b, v1, ccw), now)
# if is_inf_fast_a and is_inf_fast_b:
# assert kv is not None
# if not kv.inf_fast:
# logging.debug("New kinetic vertex: ***Not upgrading*** to infinitely fast moving vertex!")
# we if the vertex is in a 90.0 degree angle for which both sides are inf-fast
# kv.inf_fast = True
# append to skeleton structure, new kinetic vertex
skel.vertices.append(kv)
# update circular list of kinetic vertices
logging.debug("-- update circular list for new kinetic vertex kv: {} [{}]".format(id(kv), kv.info))
update_circ(v1.left, kv, now)
update_circ(kv, v2.right, now)
# update the triangle fans incident
fan_a = []
fan_b = []
if a is not None:
logging.debug("- replacing vertex for neighbours at side A {} [{}]".format(id(a), a.info))
a_idx = a.neighbours.index(t)
a.neighbours[a_idx] = b
fan_a = replace_kvertex(a, v2, kv, now, cw, queue, immediate)
if pause:
logging.debug('replaced neighbour A')
interactive_visualize(queue, skel, step, now)
if b is not None:
logging.debug("- replacing vertex for neighbours at side B {} [{}]".format(id(b), b.info))
b_idx = b.neighbours.index(t)
b.neighbours[b_idx] = a
fan_b = replace_kvertex(b, v1, kv, now, ccw, queue, immediate)
if pause:
logging.debug('replaced neighbour B')
interactive_visualize(queue, skel, step, now)
#
logging.debug("*** neighbour n: {} ".format("schedule adjacent neighbour for *IMMEDIATE* processing" if n is not None else "no neighbour to collapse simultaneously"))
if n is not None:
n.neighbours[n.neighbours.index(t)] = None
if n.event is not None and n.stops_at is None:
schedule_immediately(n, now, queue, immediate)
#visualize(queue, skel, now-1.0e-3)
#raw_input('continue after parallel -- one of two legs')
# process parallel fan, only if the fan has all un-dealt with triangles
if kv and kv.inf_fast:
# # fan - cw
# if fan_a and all([t.stops_at is None for t in fan_a]):
# handle_parallel_fan(fan_a, kv, now, cw, step, skel, queue, immediate, pause)
# return
# elif fan_a:
# # we should have a fan in which all triangles are already stopped
# assert all([t.stops_at is not None for t in fan_a])
# # fan - ccw
# if fan_b and all([t.stops_at is None for t in fan_b]):
# handle_parallel_fan(fan_b, kv, now, ccw, step, skel, queue, immediate, pause)
# return
# elif fan_b:
# # we should have a fan in which all triangles are already stopped
# assert all([t.stops_at is not None for t in fan_b])
if fan_a and fan_b:
# combine both fans into 1
fan_a = list(fan_a)
fan_a.reverse()
fan_a.extend(fan_b)
handle_parallel_fan(fan_a, kv, now, ccw, step, skel, queue, immediate, pause)
return
elif fan_a:
handle_parallel_fan(fan_a, kv, now, cw, step, skel, queue, immediate, pause)
return
elif fan_b:
handle_parallel_fan(fan_b, kv, now, ccw, step, skel, queue, immediate, pause)
return