Files
learnharness/scripts/replay-layout.ts
T
amosblomqvist 975a78a304 Cluster gravity: per-cluster centroid pull force in the engine
The 'virtual node' realized as a centroid force: two allocation-free
O(n) passes per tick (membership resolved once at sim creation;
Float64Array sums). Measured indistinguishable from force-off at 338
nodes (271ms vs 272ms per 400-tick settle).

- createGraphSimulation: SimOptions.clusterPull + linkStrength +
  velocityDecay (physics controls plumbing); degree-scaled link
  stiffness so linkStrength=1 is exactly d3's default
- settleGraphLayout split into layout-settle.ts (it computes the
  Louvain partition for the pull); layout.ts stays browser-barrel-pure
- barrel no longer re-exports clusters.ts: graphology + louvain are
  fully out of the client bundle (verified against built chunks)
- replay passes the per-batch partition; CLUSTER_PULL_STRENGTH=0.15
  tuned by sweep: cluster spread 63->36 world units, centroid
  separation and total span unchanged (no blob merge, no collapse)
2026-09-13 09:52:12 +03:00

99 lines
3.9 KiB
TypeScript

/**
* Option A simulation: replay the CURRENT graph through the incremental
* layout as if it had arrived one imported-notes file at a time — the
* organic growth path the user described (one dependency structure /
* cluster at a time, orphans collecting on the rim).
*
* Reads ONLY the ledgers (nodes / edges / mappings / sources); writes ONLY
* data/graph/positions.json — no LLM calls, no extraction, no chat records.
*
* npx tsx scripts/replay-layout.ts
*/
import { graphStore } from "../src/store/graph.ts";
import { detectCommunities } from "../src/core/clusters.ts";
import { incrementalLayout } from "../src/core/layout.ts";
import type { GraphNode, NodeMapping, Position } from "../src/core/contracts.ts";
function main() {
const t0 = Date.now();
// Unique nodes (lines may repeat an id — first defines).
const seen = new Set<string>();
const nodes: GraphNode[] = [];
for (const line of graphStore.readNodes()) {
if (seen.has(line.id)) continue;
seen.add(line.id);
nodes.push(line);
}
const edges = graphStore.readEdges();
// Batches: each imported file, in real import order (sources.json
// importedAt). A node belongs to the file whose mapping first claims it
// (mapping line order = arrival); nodes no mapping covers (legacy) ride
// the final batch.
const sources = [...graphStore.readSources()].sort((a, b) => a.importedAt.localeCompare(b.importedAt));
const mappings: NodeMapping[] = graphStore.readMappings();
const batchOf = new Map<string, string>(); // nodeId → srcId
for (const m of mappings) {
if (!batchOf.has(m.graphNodeId)) batchOf.set(m.graphNodeId, m.chatId);
}
const delivered = new Set<string>();
let positions = new Map<string, Position>(Object.entries(graphStore.readPositions()));
if (positions.size > 0) {
console.log("[replay] discarding existing positions ledger — full replay from empty");
positions = new Map();
}
const byId = new Map(nodes.map((n) => [n.id, n]));
const unmappedFallback = sources[sources.length - 1]?.id ?? "";
console.log(`[replay] ${nodes.length} unique nodes, ${edges.length} edge lines, ${sources.length} sources`);
let maxOldShift = 0;
let shiftReport = "";
for (const source of sources) {
const batch = nodes.filter((n) => batchOf.get(n.id) === source.id);
const isLast = source.id === sources[sources.length - 1]!.id;
if (isLast) {
// Sweep in any never-mapped nodes with the last batch.
for (const n of nodes) {
if (!batchOf.has(n.id) && !delivered.has(n.id)) {
batch.push(n);
batchOf.set(n.id, unmappedFallback);
}
}
}
for (const n of batch) delivered.add(n.id);
// Edges activate once BOTH endpoints exist (a later file can claim
// one endpoint — the edge lights up then).
const activeEdges = edges.filter((e) => delivered.has(e.from) && delivered.has(e.to));
const before = new Map(positions);
const batchNodes = nodes.filter((n) => delivered.has(n.id));
positions = incrementalLayout(batchNodes, activeEdges, positions, {
// The same partition the real settle would see for this batch.
clusters: detectCommunities(batchNodes, activeEdges).communities,
});
for (const [id, prev] of before) {
const now = positions.get(id)!;
const shift = Math.hypot(prev.x - now.x, prev.y - now.y);
if (shift > maxOldShift) {
maxOldShift = shift;
shiftReport = `${id} ${prev.x.toFixed(0)},${prev.y.toFixed(0)} -> ${now.x.toFixed(0)},${now.y.toFixed(0)} (batch ${batch.length} new, ${activeEdges.length} edges)`;
}
}
const label = source.filePath.split("/").pop() ?? source.id;
console.log(
`[replay] +${String(batch.length).padStart(3)} nodes ${String(activeEdges.length).padStart(4)} edges active (${label})`,
);
}
graphStore.writePositions(Object.fromEntries(positions));
console.log(
`[replay] done: ${positions.size} positions written in ${((Date.now() - t0) / 1000).toFixed(1)}s` +
` (max old-node shift within a batch: ${maxOldShift.toFixed(1)}: ${shiftReport})`,
);
}
main();