Files
architype/Graph.js
2019-07-03 03:19:23 +00:00

306 lines
6.5 KiB
JavaScript

class Graph {
constructor(def) {
this.nodesByLabel = new Map();
this.nodesByPageRank = new Map();
this.nodesBySubgraph = new Map();
this.groups = [];
this.links = [];
this.nodes = [];
this.processList(def.editor);
this.removeSoftNodes();
this.resolveLinks();
this.resolveGroups();
this.flattenNodes();
this.setPageRank();
this.setSubgraph();
this.bucketNodes();
this.setAffinity();
}
processList(list, soft=false) {
for (let item of list) {
this.processItem(item, soft);
}
}
processItem(item, soft=false) {
switch (item.type) {
case 'group':
this.processGroup(item);
break;
case 'link':
this.processLink(item);
break;
case 'node':
this.processNode(item, soft);
break;
}
}
processGroup(item) {
let group = GraphGroup.process(item);
if (!group) {
return;
}
this.groups.push(group);
this.processList(item.members, true);
}
processLink(item) {
let link = GraphLink.process(item);
if (!link) {
return;
}
this.links.push(link);
this.processItem(item.from, true);
this.processItem(item.to, true);
}
processNode(item, soft=false) {
let node = GraphNode.process(item, soft);
if (!node) {
return;
}
getOrSet(this.nodesByLabel, node.label, []).push(node);
}
removeSoftNodes() {
for (let nodes of this.nodesByLabel.values()) {
for (let i = nodes.length - 1; i >= 0 && nodes.length > 1; --i) {
if (nodes[i].soft) {
nodes.splice(i, 1);
}
}
}
}
resolveLinks() {
for (let link of this.links) {
link.resolve(this.nodesByLabel);
}
}
resolveGroups() {
for (let group of this.groups) {
group.resolve(this.nodesByLabel);
}
}
flattenNodes() {
for (let nodes of this.nodesByLabel.values()) {
this.nodes.push(...nodes);
}
}
setPageRank() {
for (let link of this.links) {
link.setPageRank();
}
for (let group of this.groups) {
group.setPageRank();
}
}
setSubgraph() {
let nodes = new Set(this.nodes);
for (let subgraph = 0; nodes.size; ++subgraph) {
let node = nodes.values().next().value;
node.setSubgraph(subgraph, nodes);
}
}
bucketNodes() {
for (let node of this.nodes) {
getOrSet(this.nodesByPageRank, node.pageRank, []).push(node);
getOrSet(this.nodesBySubgraph, node.subgraph, []).push(node);
}
for (let nodes of this.nodesByPageRank.values()) {
// Ensure deterministic sort order
nodes.sort();
}
}
setAffinity() {
for (let node of this.nodes) {
node.setAffinity(this.nodes);
}
}
}
class GraphNode {
constructor() {
this.links = [];
this.linksIn = [];
this.groups = new Set();
this.affinity = [];
this.pageRank = 0;
this.subgraph = null;
}
incPageRank(visited) {
if (visited.has(this)) {
// Loop detection
return;
}
++this.pageRank;
visited.add(this);
for (let to of this.links) {
to.incPageRank(visited);
}
visited.delete(this);
}
setSubgraph(subgraph, nodes) {
// Flood fill
if (this.subgraph !== null) {
return;
}
this.subgraph = subgraph;
nodes.delete(this);
for (let to of this.links) {
to.setSubgraph(subgraph, nodes);
}
for (let from of this.linksIn) {
from.setSubgraph(subgraph, nodes);
}
for (let group of this.groups.values()) {
for (let node of group.nodes) {
node.setSubgraph(subgraph, nodes);
}
}
}
setAffinity(nodes) {
const INF = 999999;
for (let node of nodes) {
// Weak affinity full mesh
// Keep unassociated subgroups together
this.addAffinity(node, d => d);
// Keep one space between subgraphs
if (this.subgraph != node.subgraph) {
this.addAffinity(node, d => d < 1.5 ? -INF : 0);
}
// Keep one space around groups
if (this.groups.size && !intersects(this.groups, node.groups)) {
node.addAffinity(this, d => d < 1.5 ? -INF : 0);
}
}
for (let to of this.links) {
// Stronger affinity for links
// Prefer to move toward the target instance
this.addAffinity(to, d => d < 1.5 ? -INF : d * 11);
to.addAffinity(this, d => d < 1.5 ? -INF : d * 9);
}
for (let group of this.groups.values()) {
for (let node of group.nodes) {
this.addAffinity(node, d => d * 100);
}
}
}
addAffinity(node, distanceToWeight) {
if (this == node) {
return;
}
this.affinity.push({
node: node,
distanceToWeight: distanceToWeight,
});
}
static process(item, soft=false) {
if (item.label == '') {
return null;
}
let node = new GraphNode();
node.label = item.label;
node.soft = soft;
return node;
}
}
class GraphGroup {
constructor() {
this.nodes = [];
}
resolve(nodesByLabel) {
for (let label of this.nodeLabels.values()) {
for (let node of nodesByLabel.get(label)) {
this.nodes.push(node);
node.groups.add(this);
}
}
}
setPageRank() {
// All members of a group get the rank of the maximum member, so the
// initial positions will put them all near each other
let maxRank = 0;
for (let node of this.nodes) {
maxRank = Math.max(maxRank, node.pageRank);
}
for (let node of this.nodes) {
node.pageRank = maxRank;
}
}
static process(item) {
let group = new GraphGroup();
group.label = item.label;
group.nodeLabels = new Set();
for (let member of item.members) {
if (member.label == '') {
continue;
}
group.nodeLabels.add(member.label);
}
if (group.nodeLabels.size == 0) {
return null;
}
return group;
}
}
class GraphLink {
constructor() {
}
resolve(nodesByLabel) {
this.from = nodesByLabel.get(this.fromLabel);
this.to = nodesByLabel.get(this.toLabel);
for (let from of this.from) {
for (let to of this.to) {
from.links.push(to);
to.linksIn.push(from);
}
}
}
setPageRank() {
for (let to of this.to) {
to.incPageRank(new Set());
}
}
static process(item) {
let link = new GraphLink();
link.label = item.label;
link.fromLabel = item.from.label;
link.toLabel = item.to.label;
if (link.fromLabel == '' || link.toLabel == '') {
return null;
}
return link;
}
}
function onmessage(def) {
new Graph(def);
}