"""Integration test for the three-step auto_dream job. Runs against a real LLM. The test seeds a dream workspace, runs ``auto_dream`` for 2026-05-28, and verifies digest/catalog effects without producing proactive output. Agent messages and generated markdown/jsonl artifacts are copied to ``tests/integration/logs/auto_dream_latest/`` for manual inspection. """ import asyncio import json import shutil import sys from pathlib import Path INTEGRATION_DIR = Path(__file__).resolve().parent ARTIFACT_DIR = INTEGRATION_DIR / "logs" / "auto_dream_latest" sys.path.insert(0, str(INTEGRATION_DIR)) # pylint: disable=wrong-import-position from _workspace_fixture import DREAM_INPUT_PATH, workspace_env # noqa: E402 from reme.utils.jsonl_zst import read_jsonl_zst # noqa: E402 DREAM_DATE = "2026-05-28" def _read_text(path: Path) -> str: return path.read_text(encoding="utf-8") def _print_text_file(label: str, path: Path) -> str: text = _read_text(path) print("\n" + "=" * 70) print(f"[{label}] {path} ({len(text)} bytes)") print(text) print("=" * 70) return text def _reset_artifacts() -> None: if ARTIFACT_DIR.exists(): shutil.rmtree(ARTIFACT_DIR) ARTIFACT_DIR.mkdir(parents=True, exist_ok=True) def _copy_artifact(src: Path, label: str) -> Path | None: if not src.exists(): return None rel = Path(label) / src.name if src.is_file() else Path(label) dst = ARTIFACT_DIR / rel dst.parent.mkdir(parents=True, exist_ok=True) if src.is_dir(): shutil.copytree(src, dst, dirs_exist_ok=True) else: shutil.copy2(src, dst) return dst def _copy_outputs(env, message_files: list[Path]) -> list[Path]: copied: list[Path] = [] for path in message_files: if dst := _copy_artifact(path, "messages"): copied.append(dst) for root in ("daily", "digest", "metadata", "session", "agent_logs"): if dst := _copy_artifact(env.workspace_dir / root, root): copied.append(dst) return copied def _print_message_files(paths: list[Path]) -> None: for idx, path in enumerate(paths, 1): text = _read_text(path) print("\n" + "=" * 70) print(f"[messages] {idx}: {path} ({len(text)} bytes)") print(text[:6000]) if len(text) > 6000: print("\n[truncated]") print("=" * 70) def _all_digest_text(env) -> str: return "\n\n".join(_read_text(p) for p in env.digest_files()) def _file_graph_links(env) -> dict[str, list[dict]]: """Map ``path -> links`` from every ``metadata/file_graph/*.jsonl.zst``.""" out: dict[str, list[dict]] = {} graph_dir = env.workspace_dir / "metadata" / "file_graph" if not graph_dir.is_dir(): return out for graph_path in sorted(graph_dir.glob("*.jsonl.zst")): for line in read_jsonl_zst(graph_path): if not line.strip(): continue node = json.loads(line) out[node.get("path", "")] = node.get("links") or [] return out def test_auto_dream(): """Run auto_dream end to end and verify that it does not produce proactive interests.""" async def run(): _reset_artifacts() with workspace_env() as env: seeded = env.seed_dream_workspace() app = await env.make_app() message_files: list[Path] = [] try: print("\n" + "=" * 70) print("[setup] workspace_root =", env.workspace_dir) print("[setup] date =", DREAM_DATE) print("[setup] seeded =", json.dumps(seeded, ensure_ascii=False, indent=2)) print("=" * 70) before_digest = _all_digest_text(env) with env.record_agents(prefix="agent_dream") as recorder: response = await app.run_job( "auto_dream", date=DREAM_DATE, hint="Integration test: preserve SOC2, JWT kid, Redis current_kid, and small-PR facts.", ) dumped = await recorder.dump() session_jsonl = sorted((env.workspace_dir / "mem_session" / "agentscope").glob("*.jsonl")) message_files = [*dumped, *session_jsonl] _print_message_files(message_files) assert response.success is True, f"auto_dream failed: {response.answer!r}\n{response.metadata!r}" dream = (response.metadata or {}).get("dream") or {} assert dream.get("date") == DREAM_DATE assert dream.get("files_changed", 0) >= 1, dream assert dream.get("units"), f"extract produced no units: {dream!r}" assert dream.get("integrate_results"), f"integrate produced no results: {dream!r}" assert dream.get("checkpoint_paths"), f"finish did not checkpoint changed paths: {dream!r}" day_index = env.workspace_dir / "daily" / f"{DREAM_DATE}.md" changed_note = env.workspace_dir / DREAM_INPUT_PATH interests = env.workspace_dir / "daily" / DREAM_DATE / "interests.yaml" catalog = env.workspace_dir / "metadata" / "file_catalog" / "dream.jsonl.zst" assert changed_note.is_file(), f"changed note missing: {changed_note}" assert not interests.exists(), f"auto_dream unexpectedly wrote interests.yaml: {interests}" assert catalog.is_file(), f"dream catalog missing: {catalog}" after_digest = _all_digest_text(env) new_signal = [ needle for needle in ("SOC2", "24", "current_kid", "Redis", "300", "next steps", "kid") if needle in after_digest and needle not in before_digest ] print(f"[dream] new digest signals: {new_signal}") assert len(new_signal) >= 2, f"digest missed expected new signal\n--- digest ---\n{after_digest}" # wikilink: the seeded daily note cites existing digest nodes, so it # should have outbound wikilink edges in the file_graph, and the dream # integrate agents should emit provenance and digest↔digest wikilinks # in the markdown they just created or updated. graph_links = _file_graph_links(env) note_links = [ link.get("target_path") for link in graph_links.get(DREAM_INPUT_PATH, []) if isinstance(link, dict) ] print(f"[wikilink] {DREAM_INPUT_PATH} -> {note_links}") assert note_links, ( f"seeded daily note produced no wikilink out-edges in file_graph\n" f"file_graph links: {graph_links}" ) assert any( str(target).lstrip("!").startswith("digest/") for target in note_links ), f"daily note did not link out to any digest node: {note_links}" target_paths = [ str(result.get("target_path") or "") for result in dream.get("integrate_results", []) if result.get("target_path") ] target_texts = { rel: _read_text(env.workspace_dir / rel) for rel in target_paths if (env.workspace_dir / rel).is_file() } digest_wikilinks = [rel for rel, text in target_texts.items() if "[[digest/" in text] source_links = [rel for rel, text in target_texts.items() if f"- [[{DREAM_INPUT_PATH}]]" in text] print(f"[wikilink] integrated targets: {target_paths}") print(f"[wikilink] integrated targets with [[digest/...]] links: {digest_wikilinks}") print(f"[wikilink] integrated targets with source links: {source_links}") assert target_texts, f"no integrated target files found: {target_paths}" assert source_links, ( "no source wikilink back to the changed daily note in integrated targets\n" f"targets: {target_paths}" ) assert digest_wikilinks, ( "no digest↔digest wikilink found in integrated target markdown\n" f"targets: {target_paths}" ) if day_index.is_file(): _print_text_file("day_index.md", day_index) else: print(f"[day_index] skipped: no direct daily notes, so {day_index} was not created") _print_text_file("changed input.md", changed_note) for path in env.digest_files(): _print_text_file(f"digest {path.relative_to(env.workspace_dir)}", path) catalog_lines = list(read_jsonl_zst(catalog)) print("\n" + "=" * 70) print(f"[dream catalog.jsonl.zst] {catalog} ({len(catalog_lines)} node(s))") print("".join(catalog_lines)) print("=" * 70) finally: copied = _copy_outputs(env, message_files) print("\n" + "=" * 70) print(f"[artifacts] copied {len(copied)} item(s) to {ARTIFACT_DIR}") for path in copied: print(f"[artifacts] {path}") print("=" * 70) await env.close_all() asyncio.run(run()) if __name__ == "__main__": print("=== auto_dream integration test ===") test_auto_dream() print("\nIntegration test passed!")