-
Notifications
You must be signed in to change notification settings - Fork 11
Expand file tree
/
Copy pathGraph.lua
More file actions
377 lines (319 loc) · 9.81 KB
/
Graph.lua
File metadata and controls
377 lines (319 loc) · 9.81 KB
1
2
3
4
5
6
7
8
9
10
11
12
13
14
15
16
17
18
19
20
21
22
23
24
25
26
27
28
29
30
31
32
33
34
35
36
37
38
39
40
41
42
43
44
45
46
47
48
49
50
51
52
53
54
55
56
57
58
59
60
61
62
63
64
65
66
67
68
69
70
71
72
73
74
75
76
77
78
79
80
81
82
83
84
85
86
87
88
89
90
91
92
93
94
95
96
97
98
99
100
101
102
103
104
105
106
107
108
109
110
111
112
113
114
115
116
117
118
119
120
121
122
123
124
125
126
127
128
129
130
131
132
133
134
135
136
137
138
139
140
141
142
143
144
145
146
147
148
149
150
151
152
153
154
155
156
157
158
159
160
161
162
163
164
165
166
167
168
169
170
171
172
173
174
175
176
177
178
179
180
181
182
183
184
185
186
187
188
189
190
191
192
193
194
195
196
197
198
199
200
201
202
203
204
205
206
207
208
209
210
211
212
213
214
215
216
217
218
219
220
221
222
223
224
225
226
227
228
229
230
231
232
233
234
235
236
237
238
239
240
241
242
243
244
245
246
247
248
249
250
251
252
253
254
255
256
257
258
259
260
261
262
263
264
265
266
267
268
269
270
271
272
273
274
275
276
277
278
279
280
281
282
283
284
285
286
287
288
289
290
291
292
293
294
295
296
297
298
299
300
301
302
303
304
305
306
307
308
309
310
311
312
313
314
315
316
317
318
319
320
321
322
323
324
325
326
327
328
329
330
331
332
333
334
335
336
337
338
339
340
341
342
343
344
345
346
347
348
349
350
351
352
353
354
355
356
357
358
359
360
361
362
363
364
365
366
367
368
369
370
371
372
373
374
375
376
377
local class = require 'middleclass'
local Graph = class 'Graph'
function Graph:initialize(directed)
self.directed = directed or false
self.vertices = {}
self.edges = {}
self.adjacency = {} -- adjacency list for efficient edge lookups
end
function Graph:union(g2)
for _, id in ipairs(g2:getAllVertices()) do
self:addVertex(id, g2:getVertex(id))
end
for _, ids in ipairs(g2:getAllEdges()) do
self:addEdge(ids[1], ids[2], g2:getEdge(ids[1], ids[2]))
end
end
-- Add a vertex with optional info
function Graph:addVertex(id, info)
assert(self.vertices[id] == nil, 'vertex already exists')
self.vertices[id] = info or {}
self.adjacency[id] = {}
return true
end
-- Remove a vertex and all connected edges
function Graph:removeVertex(id)
if not self.vertices[id] then
return false
end
-- Remove all outgoing edges
for targetId, _ in pairs(self.adjacency[id]) do
self:removeEdge(id, targetId)
end
-- Remove all incoming edges
for sourceId, targets in pairs(self.adjacency) do
if targets[id] then
self:removeEdge(sourceId, id)
end
end
self.vertices[id] = nil
self.adjacency[id] = nil
return true
end
-- Retrieve a vertex by id
function Graph:getVertex(id)
return self.vertices[id]
end
-- Check if vertex exists
function Graph:hasVertex(id)
return self.vertices[id] ~= nil
end
-- Add an edge with optional info
function Graph:addEdge(id1, id2, info)
assert(self.vertices[id1] ~= nil, 'vertex ' .. id1 .. ' doesn\'t exist')
assert(self.vertices[id2] ~= nil, 'vertex ' .. id2 .. ' doesn\'t exist')
local edgeKey = self:_getEdgeKey(id1, id2)
local reverseKey = self:_getEdgeKey(id2, id1)
-- Check if edge already exists
if self.edges[edgeKey] then
return false
end
self.edges[edgeKey] = info or {}
self.adjacency[id1][id2] = edgeKey
-- For undirected graphs, add the reverse edge
if not self.directed and id1 ~= id2 then
self.edges[reverseKey] = info or {}
self.adjacency[id2][id1] = reverseKey
end
return true
end
-- Remove an edge
function Graph:removeEdge(id1, id2)
local edgeKey = self:_getEdgeKey(id1, id2)
local reverseKey = self:_getEdgeKey(id2, id1)
if not self.edges[edgeKey] then
return false
end
-- Remove the edge
self.edges[edgeKey] = nil
self.adjacency[id1][id2] = nil
-- For undirected graphs, remove the reverse edge too
if not self.directed and self.edges[reverseKey] then
self.edges[reverseKey] = nil
self.adjacency[id2][id1] = nil
end
return true
end
-- Retrieve an edge by source and target
function Graph:getEdge(id1, id2)
local edgeKey = self:_getEdgeKey(id1, id2)
return self.edges[edgeKey]
end
-- Check if edge exists
function Graph:hasEdge(id1, id2)
return self:getEdge(id1, id2) ~= nil
end
-- Get all outgoing edges from a vertex
function Graph:getOutEdges(id)
if not self.adjacency[id] then
return {}
end
local outEdges = {}
for targetId, edgeKey in pairs(self.adjacency[id]) do
table.insert(outEdges, targetId)
end
return outEdges
end
-- Get all incoming edges to a vertex
function Graph:getInEdges(id)
local inEdges = {}
for sourceId, targets in pairs(self.adjacency) do
if targets[id] then
local edgeKey = targets[id]
table.insert(inEdges, sourceId)
end
end
return inEdges
end
function Graph:connectedComponents(strongly)
local visited = {}
local components = {}
local function dfs(u, vertices, useDirs)
visited[u] = true
table.insert(vertices, u)
local neighbors = {}
if useDirs then
neighbors = self:getOutEdges(u)
else
-- weakly connected (or undirected)
local outs = self:getOutEdges(u)
local ins = self:getInEdges(u)
local seen = {}
for _, v in ipairs(outs) do seen[v] = true end
for _, v in ipairs(ins) do seen[v] = true end
for v,_ in pairs(seen) do table.insert(neighbors, v) end
end
for _, v in ipairs(neighbors) do
if not visited[v] then
dfs(v, vertices, useDirs)
end
end
end
local function buildSubgraph(vertices)
local g = Graph(self:isDirected())
-- clone vertices
for _, v in ipairs(vertices) do
g:addVertex(v, self:getVertex(v))
end
-- clone edges (only inside this component)
for _, v in ipairs(vertices) do
for _, w in ipairs(self:getOutEdges(v)) do
if g:hasVertex(w) then
g:addEdge(v, w, self:getEdge(v, w))
end
end
end
return g
end
if not self:isDirected() then
-- undirected graph
for _, v in ipairs(self:getAllVertices()) do
if not visited[v] then
local verts = {}
dfs(v, verts, false)
table.insert(components, buildSubgraph(verts))
end
end
else
if strongly then
-- Kosaraju SCC
local order = {}
local visited1 = {}
local function dfs1(u)
visited1[u] = true
for _, v in ipairs(self:getOutEdges(u)) do
if not visited1[v] then dfs1(v) end
end
table.insert(order, u)
end
for _, v in ipairs(self:getAllVertices()) do
if not visited1[v] then dfs1(v) end
end
local visited2 = {}
local function dfs2(u, verts)
visited2[u] = true
table.insert(verts, u)
for _, v in ipairs(self:getInEdges(u)) do
if not visited2[v] then dfs2(v, verts) end
end
end
for i = #order, 1, -1 do
local v = order[i]
if not visited2[v] then
local verts = {}
dfs2(v, verts)
table.insert(components, buildSubgraph(verts))
end
end
else
-- weakly connected components
for _, v in ipairs(self:getAllVertices()) do
if not visited[v] then
local verts = {}
dfs(v, verts, false)
table.insert(components, buildSubgraph(verts))
end
end
end
end
return components
end
-- Private helper method to generate edge keys
function Graph:_getEdgeKey(id1, id2)
return id1 .. "->" .. id2
end
-- Additional utility methods
-- Check if graph is directed
function Graph:isDirected()
return self.directed
end
-- Get all vertices
function Graph:getAllVertices()
local vertices = {}
for id, _ in pairs(self.vertices) do
table.insert(vertices, id)
end
return vertices
end
-- Get all edges
function Graph:getAllEdges()
local edges = {}
for id1, adj in pairs(self.adjacency) do
for id2, _ in pairs(adj) do
table.insert(edges, {id1, id2})
end
end
return edges
end
-- Get number of vertices
function Graph:vertexCount()
local count = 0
for _ in pairs(self.vertices) do
count = count + 1
end
return count
end
-- Get number of edges
function Graph:edgeCount()
local count = 0
for _ in pairs(self.edges) do
count = count + 1
end
return count
end
-- Render to image
function Graph:render(opts)
local sim = require 'sim'
local simSubprocess = require 'simSubprocess'
local usp = false
local enginePath = sim.getStringProperty(sim.handle_app, 'customData.graphvizPath', {noError = true})
if enginePath then
enginePath = enginePath .. '/'
usp = true
else
enginePath = ''
end
local engine = opts.engine or 'dot'
enginePath = enginePath .. engine
local args = {'-Tjpg', '-Gsize=10!', '-Gdpi=150'}
if opts.outFile then
table.insert(args, '-o')
table.insert(args, opts.outFile)
end
local gvdoc = self:tographviz(opts)
local ec, out, err = simSubprocess.exec(enginePath, args, gvdoc, {useSearchPath=usp})
if ec ~= 0 then error('failed (' .. err .. '), source: ' .. gvdoc) end
if not opts.outFile then
-- result image is written to stdout
return out
end
end
-- Render to a dot file
function Graph:tographviz(opts)
opts = opts or {}
opts.nodeStyle = opts.nodeStyle or function(id) return {} end
opts.edgeStyle = opts.edgeStyle or function(id1, id2) return {} end
local lines = {}
table.insert(lines, (self:isDirected() and 'di' or '') .. 'graph G {')
local function styleTxt(s)
if next(s) == nil then return '' end
local ret = {}
for k, v in pairs(s) do
table.insert(ret, k .. '=' .. v)
end
return ' [' .. table.concat(ret, ', ') .. ']'
end
-- render nodes
for _, id in ipairs(self:getAllVertices()) do
local nodeStyle = opts.nodeStyle(id)
table.insert(lines, string.format(' %d%s;', id, styleTxt(nodeStyle)))
end
-- render edges (undirected, deduplicated)
local arrow = self:isDirected() and '->' or '--'
local seen = {}
for _, ids in ipairs(self:getAllEdges()) do
local id1, id2 = table.unpack(ids)
if not self:isDirected() then
id1, id2 = math.min(id1, id2), math.max(id1, id2)
end
local edgeStyle = opts.edgeStyle(id1, id2)
local key = id1 .. '-' .. id2
if not seen[key] then
seen[key] = true
table.insert(lines, string.format(' %d %s %d%s;', id1, arrow, id2, styleTxt(edgeStyle)))
end
end
table.insert(lines, '}')
return table.concat(lines, '\n')
end
return Graph