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learnharness/tests/graph-context.test.ts
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/**
* Graph-as-context tests (vision §1 "the graph as session context", 2026-09-02
* redesign vocabulary: follows edges, no node kinds).
*
* renderGraphContext — pure: empty / small / cap-truncation rendering
* buildGraphContext — per-request entry point (derived-graph → block)
* injection plumbing — chat-flow style: the teacher's instructions carry
* the block (MockLanguageModelV4 captures the prompt)
* cross-chat edges — the merger (mergeFindings) appends one ASSERTION
* line per session; reads merge with unioned
* message-granular provenance
*
* Ledger isolation: NONE needed for the merge tests — the merger's ledger is
* injectable (in-memory), so the live data/graph files are only ever READ
* here (tests/graph.test.ts owns the backup-and-clear dance; both suites run
* concurrently as separate processes). Chat fixtures are real ChatRecords,
* created and deleted by this suite like tests/chat-flow.test.ts does.
*/
import assert from "node:assert/strict";
import * as fs from "node:fs";
import * as path from "node:path";
import { after, describe, it } from "node:test";
import { MockLanguageModelV4, simulateReadableStream } from "ai/test";
import type { LanguageModelV4StreamPart } from "@ai-sdk/provider";
import type {
AuditResult,
GraphEdge,
GraphNode,
LedgerEvent,
NodeMapping,
SessionCheckpoint,
} from "../src/core/contracts.ts";
import type { NodeStateClass } from "../src/core/contracts.ts";
import { getGraph, mergeFindings } from "../src/core/graph.ts";
import type { GraphStore } from "../src/core/ports.ts";
import {
buildGraphContext,
GRAPH_CONTEXT_HEADER,
MAX_CONTEXT_NODES,
renderGraphContext,
} from "../src/core/graph-context.ts";
import { createTeacherAgent } from "../src/agent/teacher-agent.ts";
import { handleChatRequest } from "../src/server/chat-handler.ts";
import { chatStore } from "../src/store/chats.ts";
import { graphStore } from "../src/store/graph.ts";
import { PATHS } from "../config.ts";
// ─── fixtures ────────────────────────────────────────────────────────────────
function node(id: string, statement: string, over: Partial<GraphNode> = {}): GraphNode {
return {
id,
statement,
description: `${statement} — elaborated.`,
aliases: [],
createdAt: "2026-08-22T00:00:00.000Z",
provenance: [],
...over,
};
}
function edge(from: string, to: string): GraphEdge {
return { from, to, type: "follows", provenance: [{ chatId: "chat_x", messageId: "m1" }] };
}
function states(...entries: [string, NodeStateClass][]): Record<string, NodeStateClass> {
return Object.fromEntries(entries);
}
// ─── renderGraphContext (pure) ───────────────────────────────────────────────
describe("renderGraphContext (pure)", () => {
it("returns null for an empty graph (inject nothing)", () => {
assert.equal(renderGraphContext([], [], {}), null);
});
it("renders a header, state-grouped node lines (hotspots first), and chained follows edges", () => {
const nodes = [
node("n_a", "Chain rule intuition"),
node("n_b", "Quotient rule"),
node("n_c", "Product rule"),
node("n_d", "Composite functions"),
];
const edges = [edge("n_a", "n_b"), edge("n_b", "n_c"), edge("n_d", "n_a")];
const st = states(
["n_a", "known"],
["n_b", "missed"],
["n_c", "candidate"],
["n_d", "dont-know"],
);
const out = renderGraphContext(nodes, edges, st)!;
assert.ok(out.includes(GRAPH_CONTEXT_HEADER), "header line present");
assert.match(out, /4 nodes, 3 follows edges/);
// Node lines: "• [state] statement (id)".
assert.ok(out.includes("• [missed] Quotient rule (n_b)"));
assert.ok(out.includes("• [known] Chain rule intuition (n_a)"));
assert.ok(out.includes("• [dont-know] Composite functions (n_d)"));
assert.ok(out.includes("• [candidate] Product rule (n_c)"));
// Groups in the decided order: hotspots, known, candidates.
const order = ["Hotspots", "Known", "Candidates"].map((g) => out.indexOf(g));
assert.deepEqual([...order].sort((a, b) => a - b), order, "groups appear in priority order");
// Edges merged into chains: d → a → b → c (one line, three arrows).
assert.ok(out.includes("Composite functions → Chain rule intuition → Quotient rule → Product rule"));
assert.ok(out.includes("Follows (premise → derivation)"));
assert.ok(out.includes("===== end of knowledge graph ====="), "clear end delimiter");
});
it("renders branching edges as sibling chains, not one false chain", () => {
const nodes = [node("n_a", "A"), node("n_b", "B"), node("n_c", "C")];
const out = renderGraphContext(nodes, [edge("n_a", "n_b"), edge("n_a", "n_c")], states())!;
assert.ok(out.includes("A → B"));
assert.ok(out.includes("A → C"));
assert.ok(!out.includes("B → C"), "no edge was invented between siblings");
});
it("caps at MAX_CONTEXT_NODES: hotspots + their 1-hop follows neighborhood only, with a truncation note", () => {
// 3 hotspots, each with a premise and a derivation (1-hop), plus a
// long tail of disconnected candidates that must drop out.
const nodes: GraphNode[] = [];
const edges: GraphEdge[] = [];
const st: Record<string, NodeStateClass> = {};
const hotspot = (i: number) => {
const h = `n_h${i}`;
const pre = `n_p${i}`;
const dep = `n_d${i}`;
nodes.push(node(pre, `Premise ${i}`), node(h, `Hotspot ${i}`), node(dep, `Derivation ${i}`));
edges.push(edge(pre, h), edge(h, dep));
st[pre] = "known";
st[h] = "missed";
st[dep] = "candidate";
};
hotspot(1);
hotspot(2);
hotspot(3);
for (let i = 0; i < MAX_CONTEXT_NODES; i++) {
const id = `n_f${i}`;
nodes.push(node(id, `Far away ${i}`));
st[id] = "candidate";
}
assert.ok(nodes.length > MAX_CONTEXT_NODES, "fixture exceeds the cap");
const out = renderGraphContext(nodes, edges, st)!;
assert.ok(out.includes("• [missed] Hotspot 1 (n_h1)"), "hotspots stay");
assert.ok(out.includes("• [known] Premise 1 (n_p1)"), "1-hop premises stay");
assert.ok(out.includes("• [candidate] Derivation 1 (n_d1)"), "1-hop derivations stay");
assert.ok(!out.includes("Far away"), "disconnected nodes drop out");
assert.match(out, new RegExp(`showing 9 of ${nodes.length} nodes`), "truncation is noted");
assert.ok(out.includes(", 6 follows edges"), "edges among the selected nodes stay");
});
it("keeps the full graph at exactly the cap (no truncation note)", () => {
const nodes = Array.from({ length: MAX_CONTEXT_NODES }, (_, i) => node(`n_${i}`, `Node ${i}`));
const out = renderGraphContext(nodes, [], {})!;
assert.ok(out.includes(`• [candidate] Node ${MAX_CONTEXT_NODES - 1}`));
assert.ok(!out.includes("showing"), "at the cap nothing is dropped");
});
it("returns null when a too-large graph has no hotspots at all", () => {
const nodes = Array.from({ length: MAX_CONTEXT_NODES + 1 }, (_, i) => node(`n_${i}`, `Node ${i}`));
assert.equal(renderGraphContext(nodes, [], {}), null);
});
});
// ─── buildGraphContext (the per-request entry point) ────────────────────────
describe("buildGraphContext", () => {
it("returns null for an empty derived graph", () => {
assert.equal(buildGraphContext({ nodes: [], edges: [], events: [] }), null);
});
it("derives states from events and renders the block", () => {
const nodes = [node("n_a", "Solo node"), node("n_b", "Checked node")];
const events: LedgerEvent[] = [
{ nodeId: "n_b", kind: "correct", chatId: "c1", at: "2026-08-22T00:00:00.000Z", ref: "r1" },
];
const out = buildGraphContext({ nodes, edges: [], events })!;
assert.ok(out.includes(GRAPH_CONTEXT_HEADER));
assert.ok(out.includes("• [known] Checked node (n_b)"), "correct → known");
assert.ok(out.includes("• [candidate] Solo node (n_a)"), "no events → candidate");
});
it("reads the live ledgers without throwing (read-only integration)", () => {
// Other suites (graph.test.ts) mutate data/graph concurrently, so only
// assert the shape of the result, never its content. Structural note:
// the caller now hands in getGraph(graphStore) — the entry point is pure.
const out = buildGraphContext(getGraph(graphStore));
assert.ok(out === null || out.includes(GRAPH_CONTEXT_HEADER));
});
});
// ─── injection plumbing (chat-flow style) ───────────────────────────────────
function usage() {
return {
inputTokens: { total: 10, noCache: 10, cacheRead: 0, cacheWrite: 0 },
outputTokens: { total: 5, text: 5, reasoning: 0 },
};
}
/** A model that records every prompt it is given and replies with plain text. */
function capturingModel(prompts: string[]) {
return new MockLanguageModelV4({
doStream: async (options) => {
prompts.push(JSON.stringify(options.prompt));
const chunks: LanguageModelV4StreamPart[] = [
{ type: "stream-start", warnings: [] },
{ type: "text-start", id: "t1" },
{ type: "text-delta", id: "t1", delta: "Where shall we begin?" },
{ type: "text-end", id: "t1" },
{ type: "finish", finishReason: { unified: "stop", raw: "stop" }, usage: usage() },
];
return { stream: simulateReadableStream({ chunks, initialDelayInMs: 0, chunkDelayInMs: 0 }) };
},
});
}
async function drain(res: Response): Promise<void> {
if (res.status !== 200) {
assert.fail(`expected 200, got ${res.status}: ${await res.text()}`);
}
await res.text(); // consumes the SSE stream to completion (fires onFinish)
}
function post(chatId: string, messages: unknown[]): Request {
return new Request("http://test/api/chat", {
method: "POST",
headers: { "Content-Type": "application/json" },
body: JSON.stringify({ chatId, messages }),
});
}
const createdChats: string[] = [];
after(() => {
for (const id of createdChats) {
try {
fs.unlinkSync(path.join(PATHS.chats, `${id}.json`));
} catch {
/* already gone */
}
}
});
describe("graph-context injection (chat-flow style)", () => {
it("the teacher's instructions carry the block after the composed fragments", async () => {
const graph = {
nodes: [node("n_ctx", "Chain rule intuition"), node("n_ctx2", "Derivative as a limit")],
edges: [edge("n_ctx2", "n_ctx")],
events: [
{ nodeId: "n_ctx2", kind: "correct", chatId: "c1", at: "2026-08-22T00:00:00.000Z", ref: "r1" },
] as LedgerEvent[],
};
const context = buildGraphContext(graph);
assert.ok(context, "fixture graph renders a block");
// Exactly what chat-handler does per request when no agent is passed:
// createTeacherAgent(model, tools, buildGraphContext(getGraph(graphStore))).
const prompts: string[] = [];
const agent = createTeacherAgent(capturingModel(prompts), undefined, context);
const chat = chatStore.createChat("Test: graph context injection");
createdChats.push(chat.id);
await drain(
await handleChatRequest(
post(chat.id, [{ id: "u1", role: "user", parts: [{ type: "text", text: "teach me calculus" }] }]),
agent,
),
);
assert.equal(prompts.length, 1, "one model call");
const system = prompts[0]!;
assert.ok(system.includes(GRAPH_CONTEXT_HEADER), "the block reached the model");
assert.ok(system.includes("Chain rule intuition"), "fixture node reached the model");
// The block sits AFTER the composed fragments (the phases fragment is
// part of the static instructions), and the fragment teaching the
// teacher to read it is present too.
const fragmentIdx = system.indexOf("The two phases");
const graphFragIdx = system.indexOf("The learner's knowledge graph");
const blockIdx = system.indexOf(GRAPH_CONTEXT_HEADER);
assert.ok(fragmentIdx !== -1 && graphFragIdx !== -1, "prompt fragments composed");
assert.ok(graphFragIdx > fragmentIdx, "50-graph-context.md sorts after 30-phases.md");
assert.ok(blockIdx > graphFragIdx, "the block is appended after the fragments");
});
it("no block is injected when the context is null (new learner)", async () => {
const prompts: string[] = [];
const agent = createTeacherAgent(capturingModel(prompts));
const chat = chatStore.createChat("Test: no graph context");
createdChats.push(chat.id);
await drain(
await handleChatRequest(
post(chat.id, [{ id: "u1", role: "user", parts: [{ type: "text", text: "hi" }] }]),
agent,
),
);
const system = prompts[0]!;
assert.ok(system.includes("The learner's knowledge graph"), "the fragment is always composed");
assert.ok(!system.includes("===== LEARNER KNOWLEDGE GRAPH"), "no auto-generated block");
});
});
// ─── cross-chat edge assertions (merger + read-time merging) ────────────────
/** An in-memory stand-in for the five ledgers (the GraphStore port, core/ports.ts). */
function memoryLedgers() {
const nodes: GraphNode[] = [];
const edges: GraphEdge[] = [];
const events: LedgerEvent[] = [];
const mappings: NodeMapping[] = [];
const checkpoints: SessionCheckpoint[] = [];
return {
appendNode: (n: GraphNode) => void nodes.push(n),
readNodes: () => nodes.map((n) => ({ ...n })),
appendEdge: (e: GraphEdge) => void edges.push(e),
readEdges: () => edges.map((e) => ({ ...e })),
appendEvent: (e: LedgerEvent) => void events.push(e),
readEvents: () => events.map((e) => ({ ...e })),
appendMapping: (m: NodeMapping) => void mappings.push(m),
readMappings: () => mappings.map((m) => ({ ...m })),
appendCheckpoint: (c: SessionCheckpoint) => void checkpoints.push(c),
readCheckpoints: () => checkpoints.map((c) => ({ ...c })),
// Test accessors (not part of the GraphStore surface).
counts: { get nodes() { return nodes.length; } },
} satisfies GraphStore & { counts: { nodes: number } };
}
/** A minimal chat record with one user message (the merger reads the real chat store). */
function fixtureChat(title: string) {
const chat = chatStore.createChat(title);
createdChats.push(chat.id);
chatStore.saveMessages(chat.id, [{ id: "u1", role: "user", parts: [{ type: "text", text: "go" }] }]);
return chatStore.getChat(chat.id)!;
}
describe("cross-chat edge assertions (merger + read-time merging)", () => {
it("a second session asserting the same edge appends a second line; reads merge with unioned provenance", () => {
const ledgers = memoryLedgers();
// Session 1: two fresh propositions + a follows edge between them.
const chat1 = fixtureChat("Edge A");
const verdict1: AuditResult = {
propositions: [
{
id: "p1",
statement: "Derivative as a limit",
description: "The derivative is the limit of difference quotients.",
aliases: [],
messages: ["u1"],
evidence: ["e"],
},
{
id: "p2",
statement: "Chain rule intuition",
description: "Composed functions differentiate by multiplying local rates.",
aliases: [],
messages: ["u1"],
evidence: ["e"],
},
],
edges: [{ from: "p1", to: "p2", type: "follows", messages: ["u1"], evidence: ["e"] }],
attribution: { quiz: {} },
dropped: [],
};
let stats = mergeFindings(chat1.id, verdict1, { chatStore, graphStore: ledgers });
assert.deepEqual(stats, { nodes: 2, edges: 1, events: 0 });
const base = ledgers.readNodes()[0]!.id;
const chain = ledgers.readNodes()[1]!.id;
// Session 2: the auditor links both propositions to the SAME nodes
// (identity verdicts) and asserts the same relation.
const chat2 = fixtureChat("Edge B");
const verdict2: AuditResult = {
propositions: [
{
id: "q1",
statement: "The derivative as a limit of quotients", // different phrasing
description: "…",
aliases: [],
messages: ["u1"],
evidence: ["e"],
linkTo: base,
},
{
id: "q2",
statement: "Chain rule, intuitively",
description: "…",
aliases: [],
messages: ["u1"],
evidence: ["e"],
linkTo: chain,
},
],
edges: [{ from: "q1", to: "q2", type: "follows", messages: ["u1"], evidence: ["e"] }],
attribution: { quiz: {} },
dropped: [],
};
stats = mergeFindings(chat2.id, verdict2, { chatStore, graphStore: ledgers });
// No new nodes; ONE new assertion line (per-session honest provenance).
assert.deepEqual(stats, { nodes: 0, edges: 1, events: 0 }, "no new nodes, one re-assertion line");
assert.equal(ledgers.counts.nodes, 4, "2 defining lines + 2 link-appends for the linked propositions");
const lines = ledgers.readEdges();
assert.equal(lines.length, 2, "two assertion lines for the same edge");
assert.equal(lines[0]!.from, lines[1]!.from);
assert.equal(lines[0]!.to, lines[1]!.to);
assert.deepEqual(lines.map((l) => l.provenance), [
[{ chatId: chat1.id, messageId: "u1" }],
[{ chatId: chat2.id, messageId: "u1" }],
]);
// Read-time merging: one derived edge, both sessions in its provenance.
const derived = getGraph(ledgers).edges;
assert.equal(derived.length, 1);
assert.deepEqual(derived[0]!.provenance, [
{ chatId: chat1.id, messageId: "u1" },
{ chatId: chat2.id, messageId: "u1" },
]);
});
});