feat(search): append raw entity fields after view_node summary
view_node 按题两轮摘要(summarize_node)会吞掉 entities/visible_text 字段信号,Agent 站在证据节点上仍漏读实体(benchmark 错题 M1,案例 786-2、872-3、750-1)。dispatcher 侧在摘要后确定性追加 [实体]/[画面 文字] 原文区块,LLM 无法吞掉。 - TreeEnvironment.node_entity_fields:按层级取 card 实体字段原文, 去空白、去重、分号拼接;空字段省键;未知节点抛 KeyError - _handle_view_node Phase 2.5:摘要后、子节点概览前追加实体区块 - 附带 ruff format 修正 test_tree_environment.py 两处既有格式 算法 #11(树环境语义搜索)数据访问层扩展,不改搜索算法本身。
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@@ -444,3 +444,86 @@ class TestDispatchErrors:
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context={},
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)
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assert "工具执行错误" in result
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# ── view_node 实体追加测试(Spec-1 B)────────────────────────
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def _make_entity_tree() -> TreeIndex:
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"""L2 带实体字段的最小树(与 _make_test_tree 同构,仅换 card 内容)。"""
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l2 = L2Node(
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id="vid_L1_000_L2_000",
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card=L2Card(
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event_description="产品评测",
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entities=["Bluetooth headset (both ears)", "reviewer"],
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actions=["reviewing"],
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action_subjects=["reviewer"],
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visible_text=["$9.99"],
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spatial_relations="",
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state_changes=None,
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),
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time_range=(5.0, 15.0),
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children=[],
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)
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l1 = L1Node(
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id="vid_L1_000",
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card=L1Card(
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scene_summary="评测场景",
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main_setting="室内",
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key_entities=["reviewer"],
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main_actions=["评测"],
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topic_keywords=["数码"],
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visible_text=[],
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temporal_flow="线性",
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),
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time_range=(0.0, 30.0),
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children=[l2],
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)
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return TreeIndex(
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metadata=IndexMeta(source_path="test.mp4", modality="video"),
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roots=[l1],
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)
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@pytest.fixture()
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def entity_dispatcher(
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prompts_dir: Path,
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skills_registry: SkillRegistry,
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) -> SearchToolDispatcher:
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"""树含实体字段的 dispatcher(其余配置与 dispatcher fixture 一致)。"""
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return SearchToolDispatcher(
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env=TreeEnvironment(_make_entity_tree()),
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tool_llm=FakeLLM(),
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vlm=FakeVLM(),
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ocr=FakeOCR(),
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prompts_dir=prompts_dir,
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skills=skills_registry,
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embed_fn=_fake_embed_fn,
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verify_vision=False,
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anchor=False,
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assemble_mode="ids",
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)
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class TestViewNodeEntityAppendix:
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"""view_node 实体区块确定性追加测试。"""
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@pytest.mark.asyncio()
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async def test_view_node_appends_entity_blocks(
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self, monkeypatch: pytest.MonkeyPatch, entity_dispatcher: SearchToolDispatcher
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) -> None:
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"""摘要后必须出现 [实体]/[画面文字] 区块(确定性追加,不经 LLM)。"""
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async def _stub_summarize(*args: Any, **kwargs: Any) -> str:
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return "[内容摘要] 与问题无关的摘要"
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monkeypatch.setattr("app.search.tools.summarize_node", _stub_summarize)
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result = await entity_dispatcher.dispatch(
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"view_node",
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{"node_id": "vid_L1_000_L2_000", "question": "耳机戴哪只耳?"},
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context={},
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)
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assert "[实体]" in result
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assert "Bluetooth headset (both ears)" in result
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assert "[画面文字]" in result
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assert "$9.99" in result
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@@ -250,7 +250,8 @@ class TestGetNodeText:
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"""锚模式应返回带锚文本和 anchor_map 字典。"""
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env = TreeEnvironment(_make_test_index())
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text, anchor_map = env.get_node_text(
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"vid_L1_000_L2_000_L3_000", anchor=True,
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"vid_L1_000_L2_000_L3_000",
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anchor=True,
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)
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# 锚文本包含 [cN] 标记
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assert "[c1]" in text
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@@ -271,7 +272,8 @@ class TestGetNodeText:
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"""无字幕的 L3 节点锚模式不应产生 [sN] 锚。"""
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env = TreeEnvironment(_make_test_index())
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text, anchor_map = env.get_node_text(
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"vid_L1_000_L2_000_L3_001", anchor=True,
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"vid_L1_000_L2_000_L3_001",
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anchor=True,
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)
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assert anchor_map is not None
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assert not any(k.startswith("s") for k in anchor_map)
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@@ -322,3 +324,93 @@ class TestGetChildrenInfo:
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env = TreeEnvironment(index)
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children = env.get_children_info("vid_L1_000")
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assert len(children[0]["summary"]) == 123 # 120 + "..."
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# ── node_entity_fields 测试(Spec-1 B)───────────────────────
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def _make_entity_test_index() -> TreeIndex:
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"""带实体字段的最小三层树(含一个空字段 L2)。"""
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l3 = L3Node(
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id="vid_L1_000_L2_000_L3_000",
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card=L3Card(
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frame_summary="一名男子戴耳机",
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visible_entities=["Bluetooth headset (both ears)", "man"],
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ongoing_actions=["talking"],
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visible_text=["EARPHONE BOTTLE OPENER"],
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spatial_layout="man center",
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visual_attributes={},
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),
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timestamp=10.0,
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)
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l2 = L2Node(
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id="vid_L1_000_L2_000",
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card=L2Card(
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event_description="产品评测",
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entities=["Bluetooth headset (both ears)", "reviewer"],
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actions=["reviewing"],
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action_subjects=["reviewer"],
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visible_text=["$9.99"],
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spatial_relations="",
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state_changes=None,
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),
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time_range=(0.0, 60.0),
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children=[l3],
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)
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l2_empty = L2Node(
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id="vid_L1_000_L2_001",
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card=L2Card(
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event_description="空镜",
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entities=[],
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actions=[],
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action_subjects=[],
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visible_text=[],
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spatial_relations="",
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state_changes=None,
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),
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time_range=(60.0, 120.0),
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)
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l1 = L1Node(
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id="vid_L1_000",
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card=L1Card(
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scene_summary="评测场景",
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main_setting="室内",
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key_entities=["reviewer"],
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main_actions=["评测"],
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topic_keywords=["数码"],
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visible_text=[],
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temporal_flow="线性",
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),
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time_range=(0.0, 120.0),
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children=[l2, l2_empty],
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)
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return TreeIndex(metadata=IndexMeta("/test.mp4", "video"), roots=[l1])
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class TestNodeEntityFields:
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"""node_entity_fields 方法测试(B 修复:dispatcher 追加原文)。"""
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def test_l2_entities_and_visible_text(self) -> None:
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"""L2 节点应返回 entities 和 visible_text 原文。"""
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env = TreeEnvironment(_make_entity_test_index())
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fields = env.node_entity_fields("vid_L1_000_L2_000")
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assert "Bluetooth headset (both ears)" in fields["实体"]
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assert "$9.99" in fields["画面文字"]
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def test_l3_visible_entities(self) -> None:
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"""L3 节点应返回 visible_entities 和 visible_text 原文。"""
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env = TreeEnvironment(_make_entity_test_index())
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fields = env.node_entity_fields("vid_L1_000_L2_000_L3_000")
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assert "Bluetooth headset (both ears)" in fields["实体"]
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assert "EARPHONE BOTTLE OPENER" in fields["画面文字"]
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def test_empty_fields_omitted(self) -> None:
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"""实体/画面文字均为空时应返回空字典(不含空键)。"""
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env = TreeEnvironment(_make_entity_test_index())
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assert env.node_entity_fields("vid_L1_000_L2_001") == {}
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def test_unknown_node_raises(self) -> None:
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"""查询不存在的节点应抛出 KeyError。"""
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env = TreeEnvironment(_make_entity_test_index())
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with pytest.raises(KeyError):
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env.node_entity_fields("nonexistent")
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