feat: apply validated graph update proposals

This commit is contained in:
2026-08-02 08:24:56 +01:00
parent f3cdfce0b0
commit cb77f955ed
4 changed files with 869 additions and 0 deletions
+292
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@@ -0,0 +1,292 @@
import { describeGraph } from "./builder.js";
import { graphUpdateSchema, situationGraphSchema } from "./schema.js";
import {
applyGraphUpdate,
detectDuplicateNodeIds,
findAffectedNodes,
selectActiveUnknownCandidate,
validateGraphReferences,
validateGraphUpdate,
} from "./utils.js";
function cloneJsonSafe(value) {
return JSON.parse(JSON.stringify(value));
}
function zodIssuesToErrors(error) {
return (
error?.issues?.map((issue) => {
const path = issue.path?.length ? `${issue.path.join(".")}: ` : "";
return `${path}${issue.message}`;
}) ?? ["Validation failed"]
);
}
function collectDuplicateEdgeIds(edges) {
const counts = new Map();
for (const edge of edges) {
counts.set(edge.id, (counts.get(edge.id) ?? 0) + 1);
}
return [...counts.entries()]
.filter(([, count]) => count > 1)
.map(([edgeId, count]) => ({ edgeId, count }));
}
function buildAffectedNodeIds(graph, proposal) {
const affected = new Set(proposal.affectedNodeIds ?? []);
for (const update of proposal.updatedNodes ?? []) {
affected.add(update.nodeId);
for (const nodeId of findAffectedNodes(graph, update.nodeId)) {
affected.add(nodeId);
}
}
for (const nodeId of proposal.resolvedUnknownNodeIds ?? []) {
affected.add(nodeId);
for (const affectedNodeId of findAffectedNodes(graph, nodeId)) {
affected.add(affectedNodeId);
}
}
return [...affected];
}
function buildChangesApplied(proposal, affectedNodeIds) {
return {
addedNodeCount: proposal.addedNodes.length,
updatedNodeCount: proposal.updatedNodes.length,
addedEdgeCount: proposal.addedEdges.length,
removedEdgeCount: proposal.removedEdgeIds.length,
resolvedUnknownCount: proposal.resolvedUnknownNodeIds.length,
affectedNodeCount: affectedNodeIds.length,
};
}
export function applyValidatedProposal({ situationGraph, proposal }) {
const graphValidation = situationGraphSchema.safeParse(situationGraph);
const proposalValidation = graphUpdateSchema.safeParse(proposal);
const existingGraphReferenceValidation = graphValidation.success
? validateGraphReferences(situationGraph)
: null;
const existingDuplicateNodeIds = graphValidation.success
? detectDuplicateNodeIds(situationGraph.nodes)
: [];
const existingDuplicateEdgeIds = graphValidation.success
? collectDuplicateEdgeIds(situationGraph.edges)
: [];
if (
!graphValidation.success ||
!existingGraphReferenceValidation?.valid ||
existingDuplicateNodeIds.length > 0 ||
existingDuplicateEdgeIds.length > 0
) {
return {
success: false,
stage: "graph_validation",
errors: [
...(!graphValidation.success
? zodIssuesToErrors(graphValidation.error)
: []),
...(!existingGraphReferenceValidation?.valid
? existingGraphReferenceValidation.errors
: []),
...existingDuplicateNodeIds.map(
({ nodeId, count }) =>
`Graph contains duplicate node ID: "${nodeId}" (${count} occurrences)`,
),
...existingDuplicateEdgeIds.map(
({ edgeId, count }) =>
`Graph contains duplicate edge ID: "${edgeId}" (${count} occurrences)`,
),
],
};
}
if (!proposalValidation.success) {
return {
success: false,
stage: "proposal_compatibility",
errors: zodIssuesToErrors(proposalValidation.error),
};
}
const validatedProposal = proposalValidation.data;
const proposalCompatibilityErrors = [];
const proposalGraphValidation = validateGraphUpdate(
situationGraph,
validatedProposal,
);
if (!proposalGraphValidation.valid) {
proposalCompatibilityErrors.push(...proposalGraphValidation.errors);
}
const existingEdgeIds = new Set(situationGraph.edges.map((edge) => edge.id));
const reachableNodeIds = new Set([
...situationGraph.nodes.map((node) => node.id),
...validatedProposal.addedNodes.map((node) => node.id),
]);
const addedEdgeDuplicateIds = collectDuplicateEdgeIds(
validatedProposal.addedEdges,
);
proposalCompatibilityErrors.push(
...addedEdgeDuplicateIds.map(
({ edgeId, count }) =>
`Proposal contains duplicate added edge ID: "${edgeId}" (${count} occurrences)`,
),
);
for (const edge of validatedProposal.addedEdges) {
if (existingEdgeIds.has(edge.id)) {
proposalCompatibilityErrors.push(
`Cannot add edge with duplicate ID: "${edge.id}"`,
);
}
if (!reachableNodeIds.has(edge.fromNodeId)) {
proposalCompatibilityErrors.push(
`Added edge references non-existent fromNodeId: "${edge.fromNodeId}"`,
);
}
if (!reachableNodeIds.has(edge.toNodeId)) {
proposalCompatibilityErrors.push(
`Added edge references non-existent toNodeId: "${edge.toNodeId}"`,
);
}
}
const removedEdgeIds = new Set(validatedProposal.removedEdgeIds);
for (const edgeId of removedEdgeIds) {
if (!existingEdgeIds.has(edgeId)) {
proposalCompatibilityErrors.push(
`Cannot remove non-existent edge: "${edgeId}"`,
);
}
}
const combinedNodeDuplicates = detectDuplicateNodeIds([
...situationGraph.nodes,
...validatedProposal.addedNodes,
]);
proposalCompatibilityErrors.push(
...combinedNodeDuplicates.map(
({ nodeId, count }) =>
`Proposal would produce duplicate node ID: "${nodeId}" (${count} occurrences)`,
),
);
if (proposalCompatibilityErrors.length > 0) {
return {
success: false,
stage: "proposal_compatibility",
errors: proposalCompatibilityErrors,
};
}
const graphSnapshot = cloneJsonSafe(situationGraph);
const proposalSnapshot = cloneJsonSafe(validatedProposal);
const previousActiveUnknownNodeId = graphSnapshot.activeUnknownNodeId ?? null;
const affectedNodeIds = buildAffectedNodeIds(graphSnapshot, proposalSnapshot);
const applied = applyGraphUpdate(graphSnapshot, proposalSnapshot);
if (!applied.success) {
return {
success: false,
stage: "application",
errors: applied.errors,
};
}
const updatedSituationGraph = {
...graphSnapshot,
nodes: applied.nodes,
edges: applied.edges,
resolvedNodeIds: applied.resolvedNodeIds,
};
const activeUnknownWasResolved =
previousActiveUnknownNodeId != null &&
updatedSituationGraph.resolvedNodeIds.includes(previousActiveUnknownNodeId);
let newActiveUnknownNodeId = previousActiveUnknownNodeId;
if (activeUnknownWasResolved) {
newActiveUnknownNodeId = null;
}
const remainingUnknownExists =
newActiveUnknownNodeId != null &&
updatedSituationGraph.nodes.some(
(node) =>
node.id === newActiveUnknownNodeId &&
node.kind === "unknown" &&
!updatedSituationGraph.resolvedNodeIds.includes(node.id),
);
if (!remainingUnknownExists) {
newActiveUnknownNodeId =
selectActiveUnknownCandidate(
updatedSituationGraph,
updatedSituationGraph.resolvedNodeIds,
)?.nodeId ?? null;
}
updatedSituationGraph.activeUnknownNodeId = newActiveUnknownNodeId;
updatedSituationGraph.currentSummary = describeGraph(updatedSituationGraph);
const resultGraphValidation = situationGraphSchema.safeParse(
updatedSituationGraph,
);
const resultReferenceValidation = resultGraphValidation.success
? validateGraphReferences(updatedSituationGraph)
: null;
const resultDuplicateNodeIds = resultGraphValidation.success
? detectDuplicateNodeIds(updatedSituationGraph.nodes)
: [];
const resultDuplicateEdgeIds = resultGraphValidation.success
? collectDuplicateEdgeIds(updatedSituationGraph.edges)
: [];
if (
!resultGraphValidation.success ||
!resultReferenceValidation?.valid ||
resultDuplicateNodeIds.length > 0 ||
resultDuplicateEdgeIds.length > 0
) {
return {
success: false,
stage: "result_validation",
errors: [
...(!resultGraphValidation.success
? zodIssuesToErrors(resultGraphValidation.error)
: []),
...(!resultReferenceValidation?.valid
? resultReferenceValidation.errors
: []),
...resultDuplicateNodeIds.map(
({ nodeId, count }) =>
`Updated graph contains duplicate node ID: "${nodeId}" (${count} occurrences)`,
),
...resultDuplicateEdgeIds.map(
({ edgeId, count }) =>
`Updated graph contains duplicate edge ID: "${edgeId}" (${count} occurrences)`,
),
],
};
}
return {
success: true,
updatedSituationGraph,
graphUpdate: validatedProposal,
affectedNodeIds,
resolvedUnknownNodeIds: validatedProposal.resolvedUnknownNodeIds,
previousActiveUnknownNodeId,
newActiveUnknownNodeId,
changesApplied: buildChangesApplied(validatedProposal, affectedNodeIds),
};
}
+53
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@@ -13,6 +13,7 @@ import {
updateCaseRequestSchema,
} from "./schema.js";
import { buildInitialGraph, describeGraph } from "./builder.js";
import { applyValidatedProposal } from "./apply-proposal.js";
import { buildGraphUpdatePrompt } from "./prompt-builder.js";
import { parseGraphUpdateProposal } from "./update-proposal.js";
import {
@@ -180,6 +181,9 @@ async function updateCaseWithDependencies(body, dependencies = {}) {
dependencies.buildGraphUpdatePrompt ?? buildGraphUpdatePrompt;
const parseProposal =
dependencies.parseGraphUpdateProposal ?? parseGraphUpdateProposal;
const applyProposalUpdate =
dependencies.applyValidatedProposal ?? applyValidatedProposal;
const shouldApplyProposal = dependencies.applyProposal === true;
let modelName = null;
let rawResponse;
@@ -238,6 +242,55 @@ async function updateCaseWithDependencies(body, dependencies = {}) {
};
}
if (shouldApplyProposal) {
const applicationResult = applyProposalUpdate({
situationGraph,
proposal: parsedProposal.proposal,
});
if (!applicationResult.success) {
return {
success: false,
stage: applicationResult.stage,
errors: applicationResult.errors,
diagnostics: {
promptVersion: promptVersion ?? null,
modelName,
responseDurationMs,
normalisationsApplied: parsedProposal.normalisationsApplied,
graphNodeCount: situationGraph.nodes.length,
graphEdgeCount: situationGraph.edges.length,
},
statusCode:
applicationResult.stage === "application" ||
applicationResult.stage === "result_validation"
? 500
: 400,
};
}
return {
success: true,
stage: "update_applied",
updatedSituationGraph: applicationResult.updatedSituationGraph,
proposal: applicationResult.graphUpdate,
affectedNodeIds: applicationResult.affectedNodeIds,
resolvedUnknownNodeIds: applicationResult.resolvedUnknownNodeIds,
previousActiveUnknownNodeId:
applicationResult.previousActiveUnknownNodeId,
newActiveUnknownNodeId: applicationResult.newActiveUnknownNodeId,
changesApplied: applicationResult.changesApplied,
diagnostics: {
promptVersion: promptVersion ?? null,
modelName,
responseDurationMs,
normalisationsApplied: parsedProposal.normalisationsApplied,
graphNodeCount: applicationResult.updatedSituationGraph.nodes.length,
graphEdgeCount: applicationResult.updatedSituationGraph.edges.length,
},
};
}
return {
success: true,
stage: "proposal_ready",
+404
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@@ -0,0 +1,404 @@
import { describe, expect, it } from "vitest";
import { applyValidatedProposal } from "@/lib/graph/apply-proposal.js";
import { makeEdge, makeGraph, makeNode } from "@/lib/graph/schema.js";
import { validateGraphReferences } from "@/lib/graph/utils.js";
function makeApplicationFixture() {
const complaintRateUnknown = makeNode({
id: "n-complaint-rate-unknown",
label: "Complaint rate",
description: "Need the complaint rate per 100 units",
kind: "unknown",
status: "unknown",
confidence: "high",
affects: ["n-quality-deterioration"],
});
const staffingUnknown = makeNode({
id: "n-staffing-unknown",
label: "Staffing change",
description: "Need to know if staffing changed",
kind: "unknown",
status: "unknown",
confidence: "medium",
});
const qualityDeterioration = makeNode({
id: "n-quality-deterioration",
label: "Quality deterioration conclusion",
description: "Conclusion that quality deteriorated",
kind: "conclusion",
status: "supported",
confidence: "medium",
dependsOn: ["n-complaint-rate-unknown"],
});
const complaintCount = makeNode({
id: "n-complaint-count",
label: "Complaint count observation",
description: "Complaint count increased",
kind: "observation",
status: "supported",
confidence: "high",
value: 135,
unit: "count",
});
const productionCount = makeNode({
id: "n-production-count",
label: "Production count observation",
description: "Production increased",
kind: "observation",
status: "supported",
confidence: "high",
value: 7100,
unit: "units",
});
const graph = makeGraph({
centralStatement: "Complaints rose while production also rose.",
nodes: [
complaintRateUnknown,
staffingUnknown,
qualityDeterioration,
complaintCount,
productionCount,
],
edges: [
makeEdge({
id: "e-quality-depends-rate",
fromNodeId: complaintRateUnknown.id,
toNodeId: qualityDeterioration.id,
relationship: "supports",
confidence: "medium",
description: "The rate informs the quality conclusion",
}),
],
activeUnknownNodeId: complaintRateUnknown.id,
resolvedNodeIds: [],
currentSummary: "Initial summary",
});
const proposal = {
addedNodes: [],
updatedNodes: [
{
nodeId: complaintRateUnknown.id,
previousStatus: "unknown",
newStatus: "resolved",
previousValue: "2.0 complaints per 100 units",
newValue: "1.9 complaints per 100 units",
reason: "The answer provides the updated normalized complaint rate.",
},
{
nodeId: qualityDeterioration.id,
previousStatus: "supported",
newStatus: "weakened",
previousValue: null,
newValue: null,
reason: "The improved rate weakens the deterioration conclusion.",
},
],
addedEdges: [],
removedEdgeIds: [],
resolvedUnknownNodeIds: [complaintRateUnknown.id],
affectedNodeIds: [qualityDeterioration.id],
};
return {
graph,
proposal,
ids: {
complaintRateUnknown: complaintRateUnknown.id,
staffingUnknown: staffingUnknown.id,
qualityDeterioration: qualityDeterioration.id,
complaintCount: complaintCount.id,
productionCount: productionCount.id,
},
};
}
describe("applyValidatedProposal", () => {
it("applies a valid proposal successfully", () => {
const { graph, proposal, ids } = makeApplicationFixture();
const result = applyValidatedProposal({
situationGraph: graph,
proposal,
});
expect(result).toMatchObject({
success: true,
graphUpdate: proposal,
resolvedUnknownNodeIds: [ids.complaintRateUnknown],
previousActiveUnknownNodeId: ids.complaintRateUnknown,
newActiveUnknownNodeId: ids.staffingUnknown,
});
expect(
result.updatedSituationGraph.nodes.find(
(node) => node.id === ids.complaintRateUnknown,
)?.status,
).toBe("resolved");
expect(
result.updatedSituationGraph.nodes.find(
(node) => node.id === ids.qualityDeterioration,
)?.status,
).toBe("weakened");
});
it("rejects an invalid graph before application", () => {
const { graph, proposal } = makeApplicationFixture();
graph.nodes[0].dependsOn.push("missing-node");
const original = JSON.parse(JSON.stringify(graph));
const result = applyValidatedProposal({
situationGraph: graph,
proposal,
});
expect(result.success).toBe(false);
expect(result.stage).toBe("graph_validation");
expect(graph).toEqual(original);
});
it("rejects updates referencing nonexistent nodes", () => {
const { graph, proposal } = makeApplicationFixture();
const result = applyValidatedProposal({
situationGraph: graph,
proposal: {
...proposal,
updatedNodes: [
...proposal.updatedNodes,
{
nodeId: "ghost-node",
previousStatus: "unknown",
newStatus: "resolved",
previousValue: null,
newValue: null,
reason: "Invalid reference",
},
],
},
});
expect(result).toMatchObject({
success: false,
stage: "proposal_compatibility",
});
expect(result.errors).toEqual(
expect.arrayContaining([
expect.stringContaining(
'Cannot update non-existent node: "ghost-node"',
),
]),
);
});
it("rejects added edges with invalid references", () => {
const { graph, proposal } = makeApplicationFixture();
const result = applyValidatedProposal({
situationGraph: graph,
proposal: {
...proposal,
addedEdges: [
makeEdge({
id: "e-invalid",
fromNodeId: "missing-node",
toNodeId: "n-quality-deterioration",
relationship: "supports",
confidence: "medium",
description: "Invalid edge",
}),
],
},
});
expect(result.success).toBe(false);
expect(result.stage).toBe("proposal_compatibility");
});
it("rejects duplicate IDs", () => {
const { graph, proposal, ids } = makeApplicationFixture();
const result = applyValidatedProposal({
situationGraph: graph,
proposal: {
...proposal,
addedNodes: [
makeNode({
id: ids.qualityDeterioration,
label: "Duplicate",
description: "Duplicate node id",
}),
],
},
});
expect(result.success).toBe(false);
expect(result.stage).toBe("proposal_compatibility");
expect(result.errors.join(" ")).toContain("duplicate node ID");
});
it("preserves unrelated nodes byte-for-byte", () => {
const { graph, proposal, ids } = makeApplicationFixture();
const originalComplaintCount = JSON.stringify(
graph.nodes.find((node) => node.id === ids.complaintCount),
);
const originalProductionCount = JSON.stringify(
graph.nodes.find((node) => node.id === ids.productionCount),
);
const result = applyValidatedProposal({
situationGraph: graph,
proposal,
});
expect(result.success).toBe(true);
expect(
JSON.stringify(
result.updatedSituationGraph.nodes.find(
(node) => node.id === ids.complaintCount,
),
),
).toBe(originalComplaintCount);
expect(
JSON.stringify(
result.updatedSituationGraph.nodes.find(
(node) => node.id === ids.productionCount,
),
),
).toBe(originalProductionCount);
});
it("adds resolved unknowns to resolvedNodeIds", () => {
const { graph, proposal, ids } = makeApplicationFixture();
const result = applyValidatedProposal({
situationGraph: graph,
proposal,
});
expect(result.success).toBe(true);
expect(result.updatedSituationGraph.resolvedNodeIds).toContain(
ids.complaintRateUnknown,
);
});
it("keeps the active unknown when it remains unresolved", () => {
const { graph, ids } = makeApplicationFixture();
const proposal = {
addedNodes: [],
updatedNodes: [
{
nodeId: ids.qualityDeterioration,
previousStatus: "supported",
newStatus: "weakened",
previousValue: null,
newValue: null,
reason: "Only the conclusion changes",
},
],
addedEdges: [],
removedEdgeIds: [],
resolvedUnknownNodeIds: [],
affectedNodeIds: [ids.qualityDeterioration],
};
const result = applyValidatedProposal({
situationGraph: graph,
proposal,
});
expect(result.success).toBe(true);
expect(result.previousActiveUnknownNodeId).toBe(ids.complaintRateUnknown);
expect(result.newActiveUnknownNodeId).toBe(ids.complaintRateUnknown);
});
it("reports affected node ids", () => {
const { graph, proposal, ids } = makeApplicationFixture();
const result = applyValidatedProposal({
situationGraph: graph,
proposal,
});
expect(result.success).toBe(true);
expect(result.affectedNodeIds).toEqual(
expect.arrayContaining([
ids.complaintRateUnknown,
ids.qualityDeterioration,
]),
);
});
it("revalidates the completed graph references", () => {
const { graph, proposal } = makeApplicationFixture();
const result = applyValidatedProposal({
situationGraph: graph,
proposal,
});
expect(result.success).toBe(true);
expect(validateGraphReferences(result.updatedSituationGraph)).toEqual({
valid: true,
errors: [],
});
});
it("is atomic on failure", () => {
const { graph, proposal } = makeApplicationFixture();
const originalGraph = JSON.parse(JSON.stringify(graph));
const result = applyValidatedProposal({
situationGraph: graph,
proposal: {
...proposal,
addedEdges: [
makeEdge({
id: "e-bad",
fromNodeId: "missing-node",
toNodeId: "n-quality-deterioration",
relationship: "supports",
confidence: "medium",
description: "Invalid edge",
}),
],
},
});
expect(result.success).toBe(false);
expect(graph).toEqual(originalGraph);
});
it("rejects a proposal with no meaningful change", () => {
const { graph } = makeApplicationFixture();
const result = applyValidatedProposal({
situationGraph: graph,
proposal: {
addedNodes: [],
updatedNodes: [
{
nodeId: "n-quality-deterioration",
previousStatus: null,
newStatus: null,
previousValue: null,
newValue: null,
reason: "No change",
},
],
addedEdges: [],
removedEdgeIds: [],
resolvedUnknownNodeIds: [],
affectedNodeIds: [],
},
});
expect(result).toMatchObject({
success: false,
stage: "proposal_compatibility",
});
expect(result.errors).toEqual(
expect.arrayContaining([expect.stringContaining("no meaningful change")]),
);
});
});
+120
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@@ -1,4 +1,5 @@
import { beforeEach, describe, expect, it, vi } from "vitest";
import { validateGraphReferences } from "@/lib/graph/utils.js";
import { makeGraph, makeNode } from "@/lib/graph/schema.js";
const mockAnalyseScenario = vi.fn();
@@ -526,4 +527,123 @@ describe("lib/graph/orchestrator startCase", () => {
expect(result.nextQuestion).toBeUndefined();
expect(result.proposal.nextQuestion).toBeUndefined();
});
it("defaults to proposal-only mode", async () => {
const { updateCase } = await import("@/lib/graph/orchestrator.js");
const applyValidatedProposal = vi.fn();
const provider = {
generateReconstruction: vi.fn().mockResolvedValue(makeProposal()),
};
const result = await updateCase(makeUpdateRequest(), {
provider,
config: MOCK_CONFIG,
applyValidatedProposal,
});
expect(result.success).toBe(true);
expect(result.stage).toBe("proposal_ready");
expect(applyValidatedProposal).not.toHaveBeenCalled();
});
it("applies the proposal only when explicitly enabled", async () => {
const { updateCase } = await import("@/lib/graph/orchestrator.js");
const request = makeUpdateRequest({
situationGraph: makeGraph({
centralStatement:
"Complaint counts increased while production also increased.",
nodes: [
makeNode({
id: "n-rate",
label: "Complaint rate",
description: "Need complaint rate",
kind: "unknown",
status: "unknown",
confidence: "high",
affects: ["n-conclusion"],
}),
makeNode({
id: "n-other-unknown",
label: "Other unknown",
description: "Another unresolved unknown",
kind: "unknown",
status: "unknown",
confidence: "medium",
}),
makeNode({
id: "n-conclusion",
label: "Quality deterioration",
description: "Quality conclusion",
kind: "conclusion",
status: "supported",
confidence: "medium",
dependsOn: ["n-rate"],
}),
],
edges: [],
activeUnknownNodeId: "n-rate",
resolvedNodeIds: [],
currentSummary: "Initial summary",
}),
});
const provider = {
generateReconstruction: vi.fn().mockResolvedValue({
addedNodes: [],
updatedNodes: [
{
nodeId: "n-rate",
previousStatus: "unknown",
newStatus: "resolved",
previousValue: "2.0 complaints per 100 units",
newValue: "1.9 complaints per 100 units",
reason: "The answer provides the updated rate.",
},
{
nodeId: "n-conclusion",
previousStatus: "supported",
newStatus: "weakened",
previousValue: null,
newValue: null,
reason: "The updated rate weakens the conclusion.",
},
],
addedEdges: [],
removedEdgeIds: [],
resolvedUnknownNodeIds: ["n-rate"],
affectedNodeIds: ["n-conclusion"],
}),
};
const result = await updateCase(request, {
provider,
config: MOCK_CONFIG,
applyProposal: true,
});
expect(result).toMatchObject({
success: true,
stage: "update_applied",
affectedNodeIds: expect.arrayContaining(["n-rate", "n-conclusion"]),
resolvedUnknownNodeIds: ["n-rate"],
previousActiveUnknownNodeId: "n-rate",
newActiveUnknownNodeId: "n-other-unknown",
});
expect(validateGraphReferences(result.updatedSituationGraph)).toEqual({
valid: true,
errors: [],
});
});
it("startCase behaviour remains unchanged", async () => {
mockAnalyseScenario.mockResolvedValue(makeAnalysisResult());
const { startCase } = await import("@/lib/graph/orchestrator.js");
const result = await startCase({ scenario: "Scenario text" });
expect(result.success).toBe(true);
expect(result.selectedQuestion).toEqual({
id: "q-1",
question: "What denominator is being used for the complaint rate?",
});
});
});