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learnharness/src/core/session-clusters.ts
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/**
* BIRTH-SESSION CLUSTERING (wave 7, owner-locked 2026-09-23): embeddings
* are dead — a proposition's cluster is the SESSION THAT CREATED IT,
* derived deterministically from provenance. Cluster labels are session
* names (the chat title or the imported file's path): no model call, no
* key, no configuration. What the agglomerative pass grouped by MEANING
* proximity, this groups by WHERE KNOWLEDGE WAS BORN — the owner's call
* that the session that minted a set of propositions is the honest
* "region of the world model" they belong to.
*
* Birth session (owner ruling 2026-09-23): a node's FIRST surviving
* provenance point's chatId — the create line's first point at read time
* (getGraph merges lines by id, first line defines, provenance unions in
* line order — so provenance[0] is the birth point of the surviving
* lines). This makes deletion self-healing with ZERO special handling:
* delete-nodes strips a session's create lines and its provenance points;
* a SURVIVING shared node re-attributes to its earliest remaining
* contributor (provenance[0] walks forward), and a node left with NO
* provenance at all is simply unclustered. The partition is derived on
* every read — there is no persisted partition to invalidate.
*
* Notes imports are birth-sessions too (owner ruling 2026-09-23): their
* nodes carry a "src_…" source id instead of a chat id; the caller labels
* them with the file's path (kind: file in the session views). The old
* mapping-line fallback for provenance-empty notes nodes is GONE (owner,
* 2026-09-29): every merge writes provenance points, and the mappings
* ledger itself died with per-job in-memory resolution — provenance is
* the one birth record.
*
* Browser-safe pure logic (no node builtins, no fs): same contract style
* as the rest of the core graph derivation. Not re-exported through the
* core barrel — the shell reads clusters from the snapshot; only the
* server-side derivations (snapshot, settle) and tests import this.
*/
import type { GraphChain, GraphNode } from "./contracts.ts";
/** One birth-session cluster: the session id + the SORTED member node
* ids born in it. The shape is deliberately the { members } contract
* the layout consumer takes; `id` rides along for consumers that need
* the session identity (the snapshot's cluster id + label join). */
export interface BirthSessionCluster {
/** The birth session's id — a chatId or a notes source id ("src_…"). */
id: string;
/** Node ids born in this session, sorted. */
members: string[];
}
/** A node's birth session: its first surviving provenance point's chatId.
* null when the node carries no provenance at all (legacy data). */
export function birthSessionOf(node: Pick<GraphNode, "provenance">): string | null {
return node.provenance[0]?.chatId ?? null;
}
/**
* The birth-session partition over the given node LINES: dedupes by id
* (first line defines — the getGraph rule), groups by birth session, and
* returns the groups size-desc with members sorted (deterministic output:
* ties break by session id ascending). A node with no provenance is left
* unclustered — it belongs to no session the graph can name.
*/
export function birthSessionPartition(nodes: readonly GraphNode[]): BirthSessionCluster[] {
const members = new Map<string, string[]>();
const seen = new Set<string>();
for (const node of nodes) {
if (seen.has(node.id)) continue;
seen.add(node.id);
const birth = birthSessionOf(node);
if (birth === null) continue;
const bucket = members.get(birth);
if (bucket) bucket.push(node.id);
else members.set(birth, [node.id]);
}
return [...members.entries()]
.map(([id, list]) => ({ id, members: [...list].sort() }))
.sort((a, b) => b.members.length - a.members.length || (a.id < b.id ? -1 : 1));
}
/** The cluster key a derived implication node takes: MAJORITY among its
* PREMISES' birth sessions (owner, 2026-09-30 — premises, NOT the
* conclusion), ties to the chain's OWN birth (its provenance's first
* point, the asserting session — deterministic, and it coincides with
* the unanimous common case anyway). Imp nodes are always re-derived,
* never birthed, so their cluster must be a function of the derivation
* — this is that function. */
export function impClusterKey(
chain: Pick<GraphChain, "premises" | "provenance">,
birthOf: (nodeId: string) => string | null,
): string | null {
const counts = new Map<string, number>();
for (const premise of chain.premises) {
const birth = birthOf(premise);
if (birth !== null) counts.set(birth, (counts.get(birth) ?? 0) + 1);
}
const own = chain.provenance[0]?.chatId ?? null;
if (counts.size === 0) return own;
let max = 0;
for (const n of counts.values()) if (n > max) max = n;
const winners: string[] = [];
for (const [key, n] of counts) if (n === max) winners.push(key);
if (winners.length === 1) return winners[0]!;
// Tie → the chain's own birth; if even that is missing, the
// alphabetically-first winner (last-resort determinism).
return own ?? winners.sort()[0]!;
}
/** Attach derived imp nodes to communities IN PLACE (the shared seam for
* both consumers of cluster membership — the sim's centroid pull and
* the canvas's region rasterization both read members lists that went
* through here). Only MULTI-premise fully-live chains mint imp nodes
* (single-premise chains collapsed to direct arrows, rendering arc
* 2026-09-30); dangling chains mint nothing. A chain whose home
* community is absent from the list stays unclustered — like its
* premises when the hull filter drops them. */
export function attachImpToCommunities(
communities: Array<{ id: string; members: string[] }>,
propositions: ReadonlyArray<Pick<GraphNode, "id" | "provenance">>,
chains: ReadonlyArray<Pick<GraphChain, "id" | "premises" | "conclusion" | "provenance">>,
): void {
const birthById = new Map(propositions.map((node) => [node.id, birthSessionOf(node)]));
const live = new Set(propositions.map((node) => node.id));
for (const chain of chains) {
if (chain.premises.length < 2) continue;
if (!live.has(chain.conclusion) || !chain.premises.every((p) => live.has(p))) continue;
const key = impClusterKey(chain, (id) => birthById.get(id) ?? null);
const community = key === null ? undefined : communities.find((c) => c.id === key);
if (!community) continue;
community.members.push(chain.id);
}
for (const community of communities) community.members.sort();
}