khenaidoo | ac63710 | 2019-01-14 15:44:34 -0500 | [diff] [blame] | 1 | package goraph |
| 2 | |
| 3 | import ( |
| 4 | "bytes" |
| 5 | "encoding/json" |
| 6 | "fmt" |
| 7 | "io" |
| 8 | "sync" |
| 9 | ) |
| 10 | |
| 11 | // ID is unique identifier. |
| 12 | type ID interface { |
| 13 | // String returns the string ID. |
| 14 | String() string |
| 15 | } |
| 16 | |
| 17 | type StringID string |
| 18 | |
| 19 | func (s StringID) String() string { |
| 20 | return string(s) |
| 21 | } |
| 22 | |
| 23 | // Node is vertex. The ID must be unique within the graph. |
| 24 | type Node interface { |
| 25 | // ID returns the ID. |
| 26 | ID() ID |
| 27 | String() string |
| 28 | } |
| 29 | |
| 30 | type node struct { |
| 31 | id string |
| 32 | } |
| 33 | |
| 34 | var nodeCnt uint64 |
| 35 | |
| 36 | func NewNode(id string) Node { |
| 37 | return &node{ |
| 38 | id: id, |
| 39 | } |
| 40 | } |
| 41 | |
| 42 | func (n *node) ID() ID { |
| 43 | return StringID(n.id) |
| 44 | } |
| 45 | |
| 46 | func (n *node) String() string { |
| 47 | return n.id |
| 48 | } |
| 49 | |
| 50 | // Edge connects between two Nodes. |
| 51 | type Edge interface { |
| 52 | Source() Node |
| 53 | Target() Node |
| 54 | Weight() float64 |
| 55 | String() string |
| 56 | } |
| 57 | |
| 58 | // edge is an Edge from Source to Target. |
| 59 | type edge struct { |
| 60 | src Node |
| 61 | tgt Node |
| 62 | wgt float64 |
| 63 | } |
| 64 | |
| 65 | func NewEdge(src, tgt Node, wgt float64) Edge { |
| 66 | return &edge{ |
| 67 | src: src, |
| 68 | tgt: tgt, |
| 69 | wgt: wgt, |
| 70 | } |
| 71 | } |
| 72 | |
| 73 | func (e *edge) Source() Node { |
| 74 | return e.src |
| 75 | } |
| 76 | |
| 77 | func (e *edge) Target() Node { |
| 78 | return e.tgt |
| 79 | } |
| 80 | |
| 81 | func (e *edge) Weight() float64 { |
| 82 | return e.wgt |
| 83 | } |
| 84 | |
| 85 | func (e *edge) String() string { |
| 86 | return fmt.Sprintf("%s -- %.3f -→ %s\n", e.src, e.wgt, e.tgt) |
| 87 | } |
| 88 | |
| 89 | type EdgeSlice []Edge |
| 90 | |
| 91 | func (e EdgeSlice) Len() int { return len(e) } |
| 92 | func (e EdgeSlice) Less(i, j int) bool { return e[i].Weight() < e[j].Weight() } |
| 93 | func (e EdgeSlice) Swap(i, j int) { e[i], e[j] = e[j], e[i] } |
| 94 | |
| 95 | // Graph describes the methods of graph operations. |
| 96 | // It assumes that the identifier of a Node is unique. |
| 97 | // And weight values is float64. |
| 98 | type Graph interface { |
| 99 | // Init initializes a Graph. |
| 100 | Init() |
| 101 | |
| 102 | // GetNodeCount returns the total number of nodes. |
| 103 | GetNodeCount() int |
| 104 | |
| 105 | // GetNode finds the Node. It returns nil if the Node |
| 106 | // does not exist in the graph. |
| 107 | GetNode(id ID) Node |
| 108 | |
| 109 | // GetNodes returns a map from node ID to |
| 110 | // empty struct value. Graph does not allow duplicate |
| 111 | // node ID or name. |
| 112 | GetNodes() map[ID]Node |
| 113 | |
| 114 | // AddNode adds a node to a graph, and returns false |
| 115 | // if the node already existed in the graph. |
| 116 | AddNode(nd Node) bool |
| 117 | |
| 118 | // DeleteNode deletes a node from a graph. |
| 119 | // It returns true if it got deleted. |
| 120 | // And false if it didn't get deleted. |
| 121 | DeleteNode(id ID) bool |
| 122 | |
| 123 | // AddEdge adds an edge from nd1 to nd2 with the weight. |
| 124 | // It returns error if a node does not exist. |
| 125 | AddEdge(id1, id2 ID, weight float64) error |
| 126 | |
| 127 | // ReplaceEdge replaces an edge from id1 to id2 with the weight. |
| 128 | ReplaceEdge(id1, id2 ID, weight float64) error |
| 129 | |
| 130 | // DeleteEdge deletes an edge from id1 to id2. |
| 131 | DeleteEdge(id1, id2 ID) error |
| 132 | |
| 133 | // GetWeight returns the weight from id1 to id2. |
| 134 | GetWeight(id1, id2 ID) (float64, error) |
| 135 | |
| 136 | // GetSources returns the map of parent Nodes. |
| 137 | // (Nodes that come towards the argument vertex.) |
| 138 | GetSources(id ID) (map[ID]Node, error) |
| 139 | |
| 140 | // GetTargets returns the map of child Nodes. |
| 141 | // (Nodes that go out of the argument vertex.) |
| 142 | GetTargets(id ID) (map[ID]Node, error) |
| 143 | |
| 144 | // String describes the Graph. |
| 145 | String() string |
| 146 | } |
| 147 | |
| 148 | // graph is an internal default graph type that |
| 149 | // implements all methods in Graph interface. |
| 150 | type graph struct { |
| 151 | mu sync.RWMutex // guards the following |
| 152 | |
| 153 | // idToNodes stores all nodes. |
| 154 | idToNodes map[ID]Node |
| 155 | |
| 156 | // nodeToSources maps a Node identifer to sources(parents) with edge weights. |
| 157 | nodeToSources map[ID]map[ID]float64 |
| 158 | |
| 159 | // nodeToTargets maps a Node identifer to targets(children) with edge weights. |
| 160 | nodeToTargets map[ID]map[ID]float64 |
| 161 | } |
| 162 | |
| 163 | // newGraph returns a new graph. |
| 164 | func newGraph() *graph { |
| 165 | return &graph{ |
| 166 | idToNodes: make(map[ID]Node), |
| 167 | nodeToSources: make(map[ID]map[ID]float64), |
| 168 | nodeToTargets: make(map[ID]map[ID]float64), |
| 169 | // |
| 170 | // without this |
| 171 | // panic: assignment to entry in nil map |
| 172 | } |
| 173 | } |
| 174 | |
| 175 | // NewGraph returns a new graph. |
| 176 | func NewGraph() Graph { |
| 177 | return newGraph() |
| 178 | } |
| 179 | |
| 180 | func (g *graph) Init() { |
| 181 | // (X) g = newGraph() |
| 182 | // this only updates the pointer |
| 183 | // |
| 184 | // |
| 185 | // (X) *g = *newGraph() |
| 186 | // assignment copies lock value |
| 187 | |
| 188 | g.idToNodes = make(map[ID]Node) |
| 189 | g.nodeToSources = make(map[ID]map[ID]float64) |
| 190 | g.nodeToTargets = make(map[ID]map[ID]float64) |
| 191 | } |
| 192 | |
| 193 | func (g *graph) GetNodeCount() int { |
| 194 | g.mu.RLock() |
| 195 | defer g.mu.RUnlock() |
| 196 | |
| 197 | return len(g.idToNodes) |
| 198 | } |
| 199 | |
| 200 | func (g *graph) GetNode(id ID) Node { |
| 201 | g.mu.RLock() |
| 202 | defer g.mu.RUnlock() |
| 203 | |
| 204 | return g.idToNodes[id] |
| 205 | } |
| 206 | |
| 207 | func (g *graph) GetNodes() map[ID]Node { |
| 208 | g.mu.RLock() |
| 209 | defer g.mu.RUnlock() |
| 210 | |
| 211 | return g.idToNodes |
| 212 | } |
| 213 | |
| 214 | func (g *graph) unsafeExistID(id ID) bool { |
| 215 | _, ok := g.idToNodes[id] |
| 216 | return ok |
| 217 | } |
| 218 | |
| 219 | func (g *graph) AddNode(nd Node) bool { |
| 220 | g.mu.Lock() |
| 221 | defer g.mu.Unlock() |
| 222 | |
| 223 | if g.unsafeExistID(nd.ID()) { |
| 224 | return false |
| 225 | } |
| 226 | |
| 227 | id := nd.ID() |
| 228 | g.idToNodes[id] = nd |
| 229 | return true |
| 230 | } |
| 231 | |
| 232 | func (g *graph) DeleteNode(id ID) bool { |
| 233 | g.mu.Lock() |
| 234 | defer g.mu.Unlock() |
| 235 | |
| 236 | if !g.unsafeExistID(id) { |
| 237 | return false |
| 238 | } |
| 239 | |
| 240 | delete(g.idToNodes, id) |
| 241 | |
| 242 | delete(g.nodeToTargets, id) |
| 243 | for _, smap := range g.nodeToTargets { |
| 244 | delete(smap, id) |
| 245 | } |
| 246 | |
| 247 | delete(g.nodeToSources, id) |
| 248 | for _, smap := range g.nodeToSources { |
| 249 | delete(smap, id) |
| 250 | } |
| 251 | |
| 252 | return true |
| 253 | } |
| 254 | |
| 255 | func (g *graph) AddEdge(id1, id2 ID, weight float64) error { |
| 256 | g.mu.Lock() |
| 257 | defer g.mu.Unlock() |
| 258 | |
| 259 | if !g.unsafeExistID(id1) { |
| 260 | return fmt.Errorf("%s does not exist in the graph.", id1) |
| 261 | } |
| 262 | if !g.unsafeExistID(id2) { |
| 263 | return fmt.Errorf("%s does not exist in the graph.", id2) |
| 264 | } |
| 265 | |
| 266 | if _, ok := g.nodeToTargets[id1]; ok { |
| 267 | if v, ok2 := g.nodeToTargets[id1][id2]; ok2 { |
| 268 | g.nodeToTargets[id1][id2] = v + weight |
| 269 | } else { |
| 270 | g.nodeToTargets[id1][id2] = weight |
| 271 | } |
| 272 | } else { |
| 273 | tmap := make(map[ID]float64) |
| 274 | tmap[id2] = weight |
| 275 | g.nodeToTargets[id1] = tmap |
| 276 | } |
| 277 | if _, ok := g.nodeToSources[id2]; ok { |
| 278 | if v, ok2 := g.nodeToSources[id2][id1]; ok2 { |
| 279 | g.nodeToSources[id2][id1] = v + weight |
| 280 | } else { |
| 281 | g.nodeToSources[id2][id1] = weight |
| 282 | } |
| 283 | } else { |
| 284 | tmap := make(map[ID]float64) |
| 285 | tmap[id1] = weight |
| 286 | g.nodeToSources[id2] = tmap |
| 287 | } |
| 288 | |
| 289 | return nil |
| 290 | } |
| 291 | |
| 292 | func (g *graph) ReplaceEdge(id1, id2 ID, weight float64) error { |
| 293 | g.mu.Lock() |
| 294 | defer g.mu.Unlock() |
| 295 | |
| 296 | if !g.unsafeExistID(id1) { |
| 297 | return fmt.Errorf("%s does not exist in the graph.", id1) |
| 298 | } |
| 299 | if !g.unsafeExistID(id2) { |
| 300 | return fmt.Errorf("%s does not exist in the graph.", id2) |
| 301 | } |
| 302 | |
| 303 | if _, ok := g.nodeToTargets[id1]; ok { |
| 304 | g.nodeToTargets[id1][id2] = weight |
| 305 | } else { |
| 306 | tmap := make(map[ID]float64) |
| 307 | tmap[id2] = weight |
| 308 | g.nodeToTargets[id1] = tmap |
| 309 | } |
| 310 | if _, ok := g.nodeToSources[id2]; ok { |
| 311 | g.nodeToSources[id2][id1] = weight |
| 312 | } else { |
| 313 | tmap := make(map[ID]float64) |
| 314 | tmap[id1] = weight |
| 315 | g.nodeToSources[id2] = tmap |
| 316 | } |
| 317 | return nil |
| 318 | } |
| 319 | |
| 320 | func (g *graph) DeleteEdge(id1, id2 ID) error { |
| 321 | g.mu.Lock() |
| 322 | defer g.mu.Unlock() |
| 323 | |
| 324 | if !g.unsafeExistID(id1) { |
| 325 | return fmt.Errorf("%s does not exist in the graph.", id1) |
| 326 | } |
| 327 | if !g.unsafeExistID(id2) { |
| 328 | return fmt.Errorf("%s does not exist in the graph.", id2) |
| 329 | } |
| 330 | |
| 331 | if _, ok := g.nodeToTargets[id1]; ok { |
| 332 | if _, ok := g.nodeToTargets[id1][id2]; ok { |
| 333 | delete(g.nodeToTargets[id1], id2) |
| 334 | } |
| 335 | } |
| 336 | if _, ok := g.nodeToSources[id2]; ok { |
| 337 | if _, ok := g.nodeToSources[id2][id1]; ok { |
| 338 | delete(g.nodeToSources[id2], id1) |
| 339 | } |
| 340 | } |
| 341 | return nil |
| 342 | } |
| 343 | |
| 344 | func (g *graph) GetWeight(id1, id2 ID) (float64, error) { |
| 345 | g.mu.RLock() |
| 346 | defer g.mu.RUnlock() |
| 347 | |
| 348 | if !g.unsafeExistID(id1) { |
| 349 | return 0, fmt.Errorf("%s does not exist in the graph.", id1) |
| 350 | } |
| 351 | if !g.unsafeExistID(id2) { |
| 352 | return 0, fmt.Errorf("%s does not exist in the graph.", id2) |
| 353 | } |
| 354 | |
| 355 | if _, ok := g.nodeToTargets[id1]; ok { |
| 356 | if v, ok := g.nodeToTargets[id1][id2]; ok { |
| 357 | return v, nil |
| 358 | } |
| 359 | } |
| 360 | return 0.0, fmt.Errorf("there is no edge from %s to %s", id1, id2) |
| 361 | } |
| 362 | |
| 363 | func (g *graph) GetSources(id ID) (map[ID]Node, error) { |
| 364 | g.mu.RLock() |
| 365 | defer g.mu.RUnlock() |
| 366 | |
| 367 | if !g.unsafeExistID(id) { |
| 368 | return nil, fmt.Errorf("%s does not exist in the graph.", id) |
| 369 | } |
| 370 | |
| 371 | rs := make(map[ID]Node) |
| 372 | if _, ok := g.nodeToSources[id]; ok { |
| 373 | for n := range g.nodeToSources[id] { |
| 374 | rs[n] = g.idToNodes[n] |
| 375 | } |
| 376 | } |
| 377 | return rs, nil |
| 378 | } |
| 379 | |
| 380 | func (g *graph) GetTargets(id ID) (map[ID]Node, error) { |
| 381 | g.mu.RLock() |
| 382 | defer g.mu.RUnlock() |
| 383 | |
| 384 | if !g.unsafeExistID(id) { |
| 385 | return nil, fmt.Errorf("%s does not exist in the graph.", id) |
| 386 | } |
| 387 | |
| 388 | rs := make(map[ID]Node) |
| 389 | if _, ok := g.nodeToTargets[id]; ok { |
| 390 | for n := range g.nodeToTargets[id] { |
| 391 | rs[n] = g.idToNodes[n] |
| 392 | } |
| 393 | } |
| 394 | return rs, nil |
| 395 | } |
| 396 | |
| 397 | func (g *graph) String() string { |
| 398 | g.mu.RLock() |
| 399 | defer g.mu.RUnlock() |
| 400 | |
| 401 | buf := new(bytes.Buffer) |
| 402 | for id1, nd1 := range g.idToNodes { |
| 403 | nmap, _ := g.GetTargets(id1) |
| 404 | for id2, nd2 := range nmap { |
| 405 | weight, _ := g.GetWeight(id1, id2) |
| 406 | fmt.Fprintf(buf, "%s -- %.3f -→ %s\n", nd1, weight, nd2) |
| 407 | } |
| 408 | } |
| 409 | return buf.String() |
| 410 | } |
| 411 | |
| 412 | // NewGraphFromJSON returns a new Graph from a JSON file. |
| 413 | // Here's the sample JSON data: |
| 414 | // |
| 415 | // { |
| 416 | // "graph_00": { |
| 417 | // "S": { |
| 418 | // "A": 100, |
| 419 | // "B": 14, |
| 420 | // "C": 200 |
| 421 | // }, |
| 422 | // "A": { |
| 423 | // "S": 15, |
| 424 | // "B": 5, |
| 425 | // "D": 20, |
| 426 | // "T": 44 |
| 427 | // }, |
| 428 | // "B": { |
| 429 | // "S": 14, |
| 430 | // "A": 5, |
| 431 | // "D": 30, |
| 432 | // "E": 18 |
| 433 | // }, |
| 434 | // "C": { |
| 435 | // "S": 9, |
| 436 | // "E": 24 |
| 437 | // }, |
| 438 | // "D": { |
| 439 | // "A": 20, |
| 440 | // "B": 30, |
| 441 | // "E": 2, |
| 442 | // "F": 11, |
| 443 | // "T": 16 |
| 444 | // }, |
| 445 | // "E": { |
| 446 | // "B": 18, |
| 447 | // "C": 24, |
| 448 | // "D": 2, |
| 449 | // "F": 6, |
| 450 | // "T": 19 |
| 451 | // }, |
| 452 | // "F": { |
| 453 | // "D": 11, |
| 454 | // "E": 6, |
| 455 | // "T": 6 |
| 456 | // }, |
| 457 | // "T": { |
| 458 | // "A": 44, |
| 459 | // "D": 16, |
| 460 | // "F": 6, |
| 461 | // "E": 19 |
| 462 | // } |
| 463 | // }, |
| 464 | // } |
| 465 | // |
| 466 | func NewGraphFromJSON(rd io.Reader, graphID string) (Graph, error) { |
| 467 | js := make(map[string]map[string]map[string]float64) |
| 468 | dec := json.NewDecoder(rd) |
| 469 | for { |
| 470 | if err := dec.Decode(&js); err == io.EOF { |
| 471 | break |
| 472 | } else if err != nil { |
| 473 | return nil, err |
| 474 | } |
| 475 | } |
| 476 | if _, ok := js[graphID]; !ok { |
| 477 | return nil, fmt.Errorf("%s does not exist", graphID) |
| 478 | } |
| 479 | gmap := js[graphID] |
| 480 | |
| 481 | g := newGraph() |
| 482 | for id1, mm := range gmap { |
| 483 | nd1 := g.GetNode(StringID(id1)) |
| 484 | if nd1 == nil { |
| 485 | nd1 = NewNode(id1) |
| 486 | if ok := g.AddNode(nd1); !ok { |
| 487 | return nil, fmt.Errorf("%s already exists", nd1) |
| 488 | } |
| 489 | } |
| 490 | for id2, weight := range mm { |
| 491 | nd2 := g.GetNode(StringID(id2)) |
| 492 | if nd2 == nil { |
| 493 | nd2 = NewNode(id2) |
| 494 | if ok := g.AddNode(nd2); !ok { |
| 495 | return nil, fmt.Errorf("%s already exists", nd2) |
| 496 | } |
| 497 | } |
| 498 | g.ReplaceEdge(nd1.ID(), nd2.ID(), weight) |
| 499 | } |
| 500 | } |
| 501 | |
| 502 | return g, nil |
| 503 | } |