// The never-run hybrid test fixture. Exercises the full stack end-to-end
// across Phase 38 (/v1/chat), Phase 40 (Langfuse tracing), Phase 45
// slice 1 (DocRef on playbook), and Phase 45 slice 2 (context7 bridge
// drift detection).
//
// Returns HONEST per-layer results. A layer that's unimplemented or
// broken returns ok=false with a real error; overall verdict flags
// which phases are genuinely shipped vs still placeholder.
//
// Deterministic: always runs the same payload so a run's output is
// comparable across audits. Uses TEST-prefixed names so playbook
// state doesn't get polluted with production-looking fixture data.
//
// Preconditions:
//   - gateway up on :3100
//   - Python sidecar up on :3200
//   - Ollama local + Ollama Cloud key loaded
//   - Langfuse up on :3001
//   - context7 bridge up on :3900 (manual-start per mcp-server/README)
//     If bridge isn't running, that layer reports ok=false with a
//     clear error — the fixture doesn't try to auto-start it.

import { readFile } from "node:fs/promises";

const GATEWAY = process.env.LH_GATEWAY_URL ?? "http://localhost:3100";
const LANGFUSE = process.env.LANGFUSE_URL ?? "http://localhost:3001";
const BRIDGE = process.env.CONTEXT7_BRIDGE_URL ?? "http://localhost:3900";
const FIXTURE_ID = "auditor:hybrid_38_40_45:v1";
const TEST_WORKER_NAME = "__auditor_test_worker__";
const STALE_HASH = "stale-hash-for-drift-proof";
// Unique-per-run identifiers so each fixture invocation hits the ADD
// path in upsert_entry (not UPDATE/NOOP on a leftover from a prior
// run). Catches state pollution + avoids interaction with task #12
// (UPDATE branch silently drops doc_refs).
const RUN_NONCE = Date.now().toString(36);
const TEST_WORKER_NAME_VERSIONED = `__auditor_test_worker_${RUN_NONCE}__`;
const TEST_OPERATION_VERSIONED = `TEST: fill: __auditor_${RUN_NONCE}__ x1 in TestCity, TC`;

export interface LayerResult {
  layer: string;
  phase: string;
  ok: boolean;
  latency_ms: number;
  evidence: string;
  error?: string;
  // Layer-specific numbers that downstream checks can aggregate.
  metrics?: Record<string, number | string | boolean>;
}

export interface FixtureResult {
  fixture: string;
  ran_at: string;
  overall: "pass" | "partial_pass" | "fail";
  layers: LayerResult[];
  real_numbers: Record<string, number>;
  shipped_phases: string[];
  placeholder_phases: string[];
  notes: string[];
}

// Wraps a layer's async body with timing + structured error capture.
// On throw: returns ok=false with the error string as evidence, so
// downstream verdict code treats it as a layer failure rather than
// a fixture crash.
async function measureLayer(
  layer: string,
  phase: string,
  body: () => Promise<{ evidence: string; metrics?: Record<string, number | string | boolean> }>,
): Promise<LayerResult> {
  const t0 = Date.now();
  try {
    const { evidence, metrics } = await body();
    return {
      layer, phase, ok: true,
      latency_ms: Date.now() - t0,
      evidence, metrics,
    };
  } catch (e) {
    return {
      layer, phase, ok: false,
      latency_ms: Date.now() - t0,
      evidence: `FAILED: ${(e as Error).message.slice(0, 200)}`,
      error: (e as Error).message,
    };
  }
}

async function langfuseAuth(): Promise<{ pk: string; sk: string } | null> {
  // Default credentials match mcp-server/tracing.ts. Same sources the
  // Rust side uses in gateway/src/v1/langfuse_trace.rs.
  let pk = process.env.LANGFUSE_PUBLIC_KEY ?? "pk-lf-staffing";
  let sk = process.env.LANGFUSE_SECRET_KEY ?? "sk-lf-staffing-secret";
  if (!pk || !sk) return null;
  return { pk, sk };
}

export async function runHybridFixture(): Promise<FixtureResult> {
  const result: FixtureResult = {
    fixture: FIXTURE_ID,
    ran_at: new Date().toISOString(),
    overall: "fail",
    layers: [],
    real_numbers: {},
    shipped_phases: [],
    placeholder_phases: [],
    notes: [],
  };

  // ========================================================================
  // Layer 1 — Phase 38: POST /v1/chat returns valid OpenAI shape
  // ========================================================================
  // Captured HERE, immediately before the chat layer runs, so layer 2's
  // Langfuse-trace filter uses the actual moment the chat call was
  // attempted — not the fixture start time. Earlier draft had a
  // meaningless ternary returning result.ran_at on both branches; the
  // LLM-Team codereview (2026-04-22) caught this and flagged it as a
  // false-negative window on traces created between fixture-start and
  // chat-fetch.
  const chat_request_sent_ms = Date.now();

  const l1 = await measureLayer("phase38_chat", "38", async () => {
    const r = await fetch(`${GATEWAY}/v1/chat`, {
      method: "POST",
      headers: { "content-type": "application/json" },
      body: JSON.stringify({
        model: "qwen3.5:latest",
        messages: [
          { role: "system", content: "Respond in 8 words or fewer." },
          { role: "user", content: "Name one Docker command." },
        ],
        max_tokens: 60,
        temperature: 0.2,
      }),
      signal: AbortSignal.timeout(60000),
    });
    if (!r.ok) throw new Error(`gateway ${r.status}: ${await r.text()}`);
    const j: any = await r.json();
    const content = j.choices?.[0]?.message?.content;
    if (typeof content !== "string" || content.length === 0) {
      throw new Error(`empty content — think-false default may not be wired: ${JSON.stringify(j).slice(0, 200)}`);
    }
    return {
      evidence: `content="${content.slice(0, 60)}" tokens=${j.usage?.total_tokens}`,
      metrics: {
        prompt_tokens: j.usage?.prompt_tokens ?? 0,
        completion_tokens: j.usage?.completion_tokens ?? 0,
        total_tokens: j.usage?.total_tokens ?? 0,
        content_nonempty: true,
      },
    };
  });
  result.layers.push(l1);

  // ========================================================================
  // Layer 2 — Phase 40: Langfuse trace lands within 3s
  // ========================================================================
  // Fire-and-forget tracing means we need a brief sleep before query.
  await new Promise(res => setTimeout(res, 2500));
  const l2 = await measureLayer("phase40_langfuse_trace", "40", async () => {
    const auth = await langfuseAuth();
    if (!auth) throw new Error("Langfuse credentials not in env");
    const r = await fetch(`${LANGFUSE}/api/public/traces?limit=5&name=v1.chat:ollama`, {
      headers: { Authorization: `Basic ${btoa(`${auth.pk}:${auth.sk}`)}` },
      signal: AbortSignal.timeout(10000),
    });
    if (!r.ok) throw new Error(`langfuse ${r.status}: ${await r.text()}`);
    const j: any = await r.json();
    const items = Array.isArray(j.data) ? j.data : [];
    // Filter on the chat-request timestamp captured above. A Langfuse
    // trace must be newer than the moment we fired /v1/chat to plausibly
    // belong to our request. Using fixture start time (result.ran_at)
    // was wrong and could false-negative on slow fixtures.
    const recent = items.filter((t: any) => Date.parse(t.timestamp) >= chat_request_sent_ms);
    if (recent.length === 0) {
      throw new Error(`no v1.chat:ollama trace since ${new Date(chat_request_sent_ms).toISOString()} (${items.length} older traces visible, Langfuse reachable — tracing is not firing)`);
    }
    const trace = recent[0];
    return {
      evidence: `trace ${trace.id.slice(0, 8)} name=${trace.name} age=${Date.now() - Date.parse(trace.timestamp)}ms`,
      metrics: {
        trace_age_ms: Date.now() - Date.parse(trace.timestamp),
        trace_latency_reported: Number(trace.latency ?? 0),
        recent_trace_count: recent.length,
      },
    };
  });
  result.layers.push(l2);

  // ========================================================================
  // Layer 3 — Phase 45 slice 1: /seed accepts doc_refs and persists them
  // ========================================================================
  // Seed a playbook with doc_refs referencing Docker at a stale hash.
  // Ignore the cleanup concern for v1 — this fixture pollutes the
  // in-memory playbook state; operator can retire test entries.
  const l3 = await measureLayer("phase45_seed_with_doc_refs", "45.1", async () => {
    const r = await fetch(`${GATEWAY}/vectors/playbook_memory/seed`, {
      method: "POST",
      headers: { "content-type": "application/json" },
      body: JSON.stringify({
        operation: TEST_OPERATION_VERSIONED,
        approach: "auditor hybrid fixture run",
        context: "doc_refs integration test — retire after audit",
        endorsed_names: [TEST_WORKER_NAME_VERSIONED],
        append: true,
        doc_refs: [
          {
            tool: "docker",
            version_seen: "24.0.7",
            snippet_hash: STALE_HASH,
            source_url: "https://context7.com/docker/docs",
            seen_at: new Date().toISOString(),
          },
        ],
      }),
      signal: AbortSignal.timeout(30000),
    });
    if (!r.ok) throw new Error(`seed ${r.status}: ${await r.text()}`);
    const j: any = await r.json();
    // Verify doc_refs actually persisted — read state.json directly.
    // That's the canonical source of truth; the seed response may or
    // may not echo doc_refs back.
    const state_raw = await readFile("/home/profit/lakehouse/data/_playbook_memory/state.json", "utf8");
    const state = JSON.parse(state_raw);
    const entries = state.entries ?? [];
    const ours = entries.find((e: any) => (e.endorsed_names ?? []).includes(TEST_WORKER_NAME_VERSIONED));
    if (!ours) throw new Error(`seeded entry not found in state.json (worker ${TEST_WORKER_NAME_VERSIONED} not present)`);
    const docRefs = ours.doc_refs ?? [];
    if (docRefs.length === 0) {
      throw new Error("entry saved but doc_refs field is empty — the field accepted by the API isn't being persisted");
    }
    return {
      evidence: `playbook ${ours.playbook_id.slice(0, 16)} persisted with doc_refs.length=${docRefs.length}; first tool=${docRefs[0]?.tool} hash=${docRefs[0]?.snippet_hash}`,
      metrics: {
        doc_refs_stored: docRefs.length,
        entries_after: j.entries_after ?? -1,
        playbook_id: ours.playbook_id,
        mode: j.outcome?.mode ?? "unknown",
      },
    };
  });
  result.layers.push(l3);

  // ========================================================================
  // Layer 4 — Phase 45 slice 2: context7 bridge detects drift vs stale hash
  // ========================================================================
  const l4 = await measureLayer("phase45_bridge_diff", "45.2", async () => {
    // Health check first — if bridge isn't running, fail with a clear
    // message rather than mysterious connection refused.
    try {
      const h = await fetch(`${BRIDGE}/health`, { signal: AbortSignal.timeout(3000) });
      if (!h.ok) throw new Error(`bridge /health ${h.status}`);
    } catch (e) {
      throw new Error(`context7 bridge at ${BRIDGE} is not reachable (bridge is manual-start; run 'bun run mcp-server/context7_bridge.ts'): ${(e as Error).message}`);
    }
    const r = await fetch(`${BRIDGE}/docs/docker/diff?since=${encodeURIComponent(STALE_HASH)}`, {
      signal: AbortSignal.timeout(30000),
    });
    if (!r.ok) throw new Error(`bridge diff ${r.status}: ${await r.text()}`);
    const j: any = await r.json();
    if (j.drifted !== true) {
      throw new Error(`expected drifted=true against ${STALE_HASH}; got ${JSON.stringify(j)}`);
    }
    return {
      evidence: `bridge confirms drift: current=${j.current_snippet_hash} previous=${j.previous_snippet_hash} upstream_updated=${j.last_updated_upstream}`,
      metrics: {
        drifted: true,
        current_hash_length: String(j.current_snippet_hash ?? "").length,
        library_id: j.library_id,
      },
    };
  });
  result.layers.push(l4);

  // ========================================================================
  // Layer 5 — Phase 45 slice 3: /doc_drift/check/{id} endpoint
  //                              (EXPECTED TO FAIL — endpoint unimplemented)
  // ========================================================================
  const l5 = await measureLayer("phase45_slice3_drift_flag", "45.3", async () => {
    const pid = String(l3.metrics?.playbook_id ?? "");
    if (!pid) throw new Error("layer 3 did not produce a playbook_id to check");
    const r = await fetch(`${GATEWAY}/vectors/playbook_memory/doc_drift/check/${encodeURIComponent(pid)}`, {
      method: "POST",
      signal: AbortSignal.timeout(10000),
    });
    if (r.status === 404 || r.status === 405) {
      // This is the HONEST signal: the endpoint doesn't exist yet.
      // Fail this layer with a clear marker — not a silent pass.
      throw new Error(`endpoint unimplemented (${r.status}) — Phase 45 slice 3 is still placeholder. doc_refs are persisted (layer 3) and the bridge can answer drift questions (layer 4), but nothing ties them together into a playbook flag yet.`);
    }
    if (!r.ok) throw new Error(`drift/check ${r.status}: ${await r.text()}`);
    const j: any = await r.json();
    // If the endpoint DID exist, assert the flag got set.
    if (!j.flagged) {
      throw new Error(`endpoint responded but flag not set: ${JSON.stringify(j).slice(0, 200)}`);
    }
    return {
      evidence: `playbook flagged: ${JSON.stringify(j).slice(0, 160)}`,
      metrics: { flagged: true },
    };
  });
  result.layers.push(l5);

  // ========================================================================
  // Verdict assembly
  // ========================================================================
  for (const l of result.layers) {
    if (l.ok) result.shipped_phases.push(l.phase);
    else result.placeholder_phases.push(l.phase);
    result.real_numbers[`${l.layer}_latency_ms`] = l.latency_ms;
    if (l.metrics) {
      for (const [k, v] of Object.entries(l.metrics)) {
        if (typeof v === "number") result.real_numbers[`${l.layer}.${k}`] = v;
      }
    }
  }

  const anyFail = result.placeholder_phases.length > 0;
  const allPass = result.layers.every(l => l.ok);
  result.overall = allPass ? "pass" : (result.shipped_phases.length > 0 ? "partial_pass" : "fail");

  if (!l5.ok) {
    result.notes.push(
      "Phase 45 slice 3 (doc_drift/check endpoint) is the expected-fail layer. " +
      "Layer 5 failing with a 404/405 is the CORRECT honest signal — don't mask this " +
      "to get a green result. When slice 3 ships, layer 5 flips to ok=true automatically."
    );
  }
  if (anyFail) {
    result.notes.push(
      `${result.placeholder_phases.length} layer(s) failed. Check evidence per layer for specifics.`
    );
  }

  return result;
}