added longest path detection

master
Malar Kannan 2017-07-03 17:02:04 +05:30
parent f9e23889e9
commit e0e322304b
3 changed files with 87 additions and 39 deletions

View File

@ -6,3 +6,7 @@
3 Cochin Mumbai 200 3 Cochin Mumbai 200
3 Mumbai Chennai 300 3 Mumbai Chennai 300
3 Chennai Cochin 500 3 Chennai Cochin 500
3 Cochin Bangalore 100
2 Mumbai Kolkata 600
2 Kolkata Bangalore 400
3 Kolkata Mumbai 100

5
contracts_partial.txt Normal file
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@ -0,0 +1,5 @@
2 Bangalore Kolkata 200
3 Kolkata Mumbai 100
3 Kolkata Chennai 100
3 Kolkata Cochin 100
4 Cochin Bangalore 50

View File

@ -9,8 +9,12 @@ class Route(object):
self.src = src self.src = src
self.dst = dst self.dst = dst
def __eq__(self,rt):
eq = self.route_id == rt.route_id and self.contract_id == rt.contract_id
return eq
def __repr__(self): def __repr__(self):
return str(self.route_id)+":"+self.src+" - "+self.dst+" "+self.load return str(self.contract_id)+"-"+str(self.route_id)+":"+self.src+" - "+self.dst+" "+self.load
class Contract(object): class Contract(object):
@ -44,53 +48,88 @@ class Transporter(object):
c_dict[c_id].append(Route(route_id,int(c_id),load,src,dst)) c_dict[c_id].append(Route(route_id,int(c_id),load,src,dst))
else: else:
c_dict[c_id] = [Route(0,int(c_id),load,src,dst)] c_dict[c_id] = [Route(0,int(c_id),load,src,dst)]
contrants = [] contracts = [Contract(int(i),c_dict[i]) for i in sorted(c_dict.keys())]
for c_id in c_dict:
contrants.append(Contract(int(c_id),c_dict[c_id]))
return contrants
def routes(self): return contracts
def contract_routes(self):
all_routes = [] all_routes = []
routes_map = {}
for c in self.contracts: for c in self.contracts:
for r in c.routes: for r in c.routes:
all_routes.append(r) all_routes.append(r)
if routes_map.has_key(r.src): return all_routes
routes_map[r.src].append(r)
else:
routes_map[r.src]= [r]
for r in all_routes:
if not routes_map.has_key(r.dst):
routes_map[r.dst]= []
return routes_map
def is_cyclic(self): def contracts_required(self):
return circular_dep(self.routes()) routes = self.contract_routes()
unfulfilled = rem_routes(routes)
print "No of contracts required : ",len(unfulfilled)
if len(unfulfilled) > 0:
print "Contracts from ",repr(unfulfilled)
CYCLE_LIMIT = 3 CYCLE_LIMIT = 3
def find_loop(elem,dep_elem,deps,checked,path): def rem_routes(routes):
if dep_elem in checked or not deps.has_key(dep_elem): loop_routes = routes
return (False,[]) while len(loop_routes)>0:
else: circ,paths,loop_routes = largest_loop(loop_routes)
checked.add(dep_elem) if not circ:
for c in deps[dep_elem]: break
path.append(c) partial_paths = []
if elem == c.dst and len(path) <= CYCLE_LIMIT: partial_routes = loop_routes
return (True,path) while len(partial_routes)>0:
loop_path = find_loop(elem,c.dst,deps,checked,path) lp = longest_path(partial_routes)
if loop_path[0]: partial_paths.append((lp[-1].dst,lp[0].src))
return loop_path partial_routes = filter(lambda x:x not in lp,partial_routes)
return partial_paths
def route_deps(routes):
routes_map = {}
for r in routes:
if routes_map.has_key(r.src):
routes_map[r.src].append(r)
else: else:
del(path[-1]) routes_map[r.src]= [r]
return (False,[]) if not routes_map.has_key(r.dst):
routes_map[r.dst]= []
return routes_map
def circular_dep(deps): def largest_loop(routes):
dep_state = [] deps = route_deps(routes)
for k in deps.keys(): circ_paths = [find_loop(r.src,r.src,deps,set(),[]) for r in routes]
circ_dep_k = find_loop(k,k,deps,set(),[]) circ,paths = max(circ_paths,key=lambda p:len(p[1]))
# print path # print filter(lambda p:not p[0],circ_paths)
dep_state.append((k,circ_dep_k)) rem_paths = filter(lambda x:x not in paths,routes)
return dep_state return (circ,paths,rem_paths)
print Transporter.from_file('./contracts.txt').is_cyclic() def longest_path(routes):
def route_path(r,deps):
if not deps.has_key(r.dst) or len(deps[r.dst])==0:
return [r]
all_dep_paths = [([r]+route_path(rt,deps)) for rt in deps[r.dst]]
rp = max(all_dep_paths,key=lambda p:len(p))
return rp
deps = route_deps(routes)
all_paths = [route_path(r,deps) for r in routes]
longest = max(all_paths,key=len)
return longest
def find_loop(elem,dep_elem,deps,checked,path):
found_loop = False
if dep_elem not in checked and deps.has_key(dep_elem):
checked.add(dep_elem)
for c in deps[dep_elem]:
path.append(c)
if elem == c.dst and len(path) <= CYCLE_LIMIT:
found_loop = True
break
(loop,path) = find_loop(elem,c.dst,deps,checked,path)
if loop:
found_loop = True
break
else:
del(path[-1])
return (found_loop,path)
# Transporter.from_file('./contracts.txt').contracts_required()
Transporter.from_file('./contracts.txt').contracts_required()