test_internal_old_trace_is_not_attributed_to_safe_fallback_reply (test_visual_knowledge_trace_audit.VisualKnowledgeTraceAuditTest.test_internal_old_trace_is_not_attributed_to_safe_fallback_reply) ... FAIL
test_knowledge_body_and_unexpected_nested_data_are_not_stored (test_visual_knowledge_trace_audit.VisualKnowledgeTraceAuditTest.test_knowledge_body_and_unexpected_nested_data_are_not_stored) ... ERROR
test_knowledge_metadata_survives_pending_state_roundtrip (test_visual_knowledge_trace_audit.VisualKnowledgeTraceAuditTest.test_knowledge_metadata_survives_pending_state_roundtrip) ...     [待回复恢复] 已从磁盘恢复 1 个未完成任务。
ERROR
test_new_customer_turn_clears_previous_knowledge_reference (test_visual_knowledge_trace_audit.VisualKnowledgeTraceAuditTest.test_new_customer_turn_clears_previous_knowledge_reference) ... FAIL
test_next_model_result_with_no_knowledge_clears_previous_reference (test_visual_knowledge_trace_audit.VisualKnowledgeTraceAuditTest.test_next_model_result_with_no_knowledge_clears_previous_reference) ... ERROR
test_visual_gateway_preserves_history_and_knowledge_without_judge (test_visual_knowledge_trace_audit.VisualKnowledgeTraceAuditTest.test_visual_gateway_preserves_history_and_knowledge_without_judge) ... ERROR

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ERROR: test_knowledge_body_and_unexpected_nested_data_are_not_stored (test_visual_knowledge_trace_audit.VisualKnowledgeTraceAuditTest.test_knowledge_body_and_unexpected_nested_data_are_not_stored)
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Traceback (most recent call last):
  File "C:\kefu\deploy\recognition-audit-20260916\test_visual_knowledge_trace_audit.py", line 58, in test_knowledge_body_and_unexpected_nested_data_are_not_stored
    self.assertEqual(self.bot._pending_reply_sessions[self.fp.hex()]['knowledge_trace'], self.trace()['knowledge'])
                     ~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~^^^^^^^^^^^^^^^^^^^
KeyError: 'knowledge_trace'

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ERROR: test_knowledge_metadata_survives_pending_state_roundtrip (test_visual_knowledge_trace_audit.VisualKnowledgeTraceAuditTest.test_knowledge_metadata_survives_pending_state_roundtrip)
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Traceback (most recent call last):
  File "C:\kefu\deploy\recognition-audit-20260916\test_visual_knowledge_trace_audit.py", line 49, in test_knowledge_metadata_survives_pending_state_roundtrip
    self.assertEqual(restored['knowledge_trace'], self.trace()['knowledge'])
                     ~~~~~~~~^^^^^^^^^^^^^^^^^^^
KeyError: 'knowledge_trace'

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ERROR: test_next_model_result_with_no_knowledge_clears_previous_reference (test_visual_knowledge_trace_audit.VisualKnowledgeTraceAuditTest.test_next_model_result_with_no_knowledge_clears_previous_reference)
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Traceback (most recent call last):
  File "C:\kefu\deploy\recognition-audit-20260916\test_visual_knowledge_trace_audit.py", line 79, in test_next_model_result_with_no_knowledge_clears_previous_reference
    self.assertEqual(state['knowledge_trace'], {})
                     ~~~~~^^^^^^^^^^^^^^^^^^^
KeyError: 'knowledge_trace'

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ERROR: test_visual_gateway_preserves_history_and_knowledge_without_judge (test_visual_knowledge_trace_audit.VisualKnowledgeTraceAuditTest.test_visual_gateway_preserves_history_and_knowledge_without_judge)
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Traceback (most recent call last):
  File "C:\kefu\deploy\recognition-audit-20260916\test_visual_knowledge_trace_audit.py", line 40, in test_visual_gateway_preserves_history_and_knowledge_without_judge
    self.assertEqual(state['knowledge_trace'], self.trace()['knowledge'])
                     ~~~~~^^^^^^^^^^^^^^^^^^^
KeyError: 'knowledge_trace'

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FAIL: test_internal_old_trace_is_not_attributed_to_safe_fallback_reply (test_visual_knowledge_trace_audit.VisualKnowledgeTraceAuditTest.test_internal_old_trace_is_not_attributed_to_safe_fallback_reply)
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Traceback (most recent call last):
  File "C:\kefu\deploy\recognition-audit-20260916\test_visual_knowledge_trace_audit.py", line 72, in test_internal_old_trace_is_not_attributed_to_safe_fallback_reply
    record.assert_not_called()
  File "C:\Users\isard\AppData\Local\Programs\Python\Python311\Lib\unittest\mock.py", line 900, in assert_not_called
    raise AssertionError(msg)
AssertionError: Expected '_record_model_call' to not have been called. Called 1 times.
Calls: [call(b'kkkkkkkkkkkkkkkkkkkkkkkkkkkkkkkkkkkkkkkk', {'chosen': 'answer-model', 'candidates': [], 'judge': {}, 'judge_mode': '', 'total_ms': 0, 'reply': '请补充文字', 'task_id': 'current-model-task'}, customer_text='')].

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FAIL: test_new_customer_turn_clears_previous_knowledge_reference (test_visual_knowledge_trace_audit.VisualKnowledgeTraceAuditTest.test_new_customer_turn_clears_previous_knowledge_reference)
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Traceback (most recent call last):
  File "C:\kefu\deploy\recognition-audit-20260916\test_visual_knowledge_trace_audit.py", line 65, in test_new_customer_turn_clears_previous_knowledge_reference
    self.assertNotIn('knowledge_trace', state)
AssertionError: 'knowledge_trace' unexpectedly found in {'confirmed_unread': True, 'knowledge_trace': {'enabled': True, 'mode': 'keyword', 'elapsed_ms': 4, 'hits': [{'id': 'kb-7', 'revision': 3, 'score': 0.91}]}, 'model_task_id': 'previous-task', 'batch_ready': False, 'updated_at': 1789547951.9837708}

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Ran 6 tests in 0.027s

FAILED (failures=2, errors=4)