Streaming

ReportEngine/agent.py

@@ -8,7 +8,7 @@ import os
 from pathlib import Path
 from uuid import uuid4
 from datetime import datetime
-from typing import Optional, Dict, Any, List
+from typing import Optional, Dict, Any, List, Callable
 
 from loguru import logger
 
@@ -23,6 +23,7 @@ from .llms import LLMClient
 from .nodes import (
     TemplateSelectionNode,
     ChapterGenerationNode,
+    ChapterJsonParseError,
     DocumentLayoutNode,
     WordBudgetNode,
 )
@@ -205,10 +206,11 @@ class ReportAgent:
         )
     
     def generate_report(self, query: str, reports: List[Any], forum_logs: str = "",
-                        custom_template: str = "", save_report: bool = True) -> str:
+                        custom_template: str = "", save_report: bool = True,
+                        stream_handler: Optional[Callable[[str, Dict[str, Any]], None]] = None) -> str:
         """
         生成综合报告（章节JSON → IR → HTML）
-        
+
         Returns:
             dict: HTML内容以及保存的文件路径信息
         """
@@ -220,15 +222,32 @@ class ReportAgent:
         self.state.mark_processing()
 
         normalized_reports = self._normalize_reports(reports)
+
+        def emit(event_type: str, payload: Dict[str, Any]):
+            """面向Report Engine流通道的事件分发器，保证错误不外泄。"""
+            if not stream_handler:
+                return
+            try:
+                stream_handler(event_type, payload)
+            except Exception as callback_error:  # pragma: no cover - 仅记录
+                logger.warning(f"流式事件回调失败: {callback_error}")
+
         logger.info(f"开始生成报告 {report_id}: {query}")
         logger.info(f"输入数据 - 报告数量: {len(reports)}, 论坛日志长度: {len(str(forum_logs))}")
+        emit('stage', {'stage': 'agent_start', 'report_id': report_id, 'query': query})
 
         try:
             template_result = self._select_template(query, reports, forum_logs, custom_template)
             self.state.metadata.template_used = template_result.get('template_name', '')
+            emit('stage', {
+                'stage': 'template_selected',
+                'template': template_result.get('template_name'),
+                'reason': template_result.get('selection_reason')
+            })
             sections = self._slice_template(template_result.get('template_content', ''))
             if not sections:
                 raise ValueError("模板无法解析出章节，请检查模板内容。")
+            emit('stage', {'stage': 'template_sliced', 'section_count': len(sections)})
 
             template_text = template_result.get('template_content', '')
             template_overview = self._build_template_overview(template_text, sections)
@@ -241,6 +260,11 @@ class ReportAgent:
                 query,
                 template_overview,
             )
+            emit('stage', {
+                'stage': 'layout_designed',
+                'title': layout_design.get('title'),
+                'toc': layout_design.get('tocTitle')
+            })
             # 使用刚生成的设计稿对全书进行篇幅规划，约束各章字数与重点
             word_plan = self.word_budget_node.run(
                 sections,
@@ -250,6 +274,10 @@ class ReportAgent:
                 query,
                 template_overview,
             )
+            emit('stage', {
+                'stage': 'word_plan_ready',
+                'chapter_targets': len(word_plan.get('chapters', []))
+            })
             # 记录每个章节的目标字数/强调点，后续传给章节LLM
             chapter_targets = {
                 entry.get("chapterId"): entry
@@ -296,23 +324,97 @@ class ReportAgent:
             # 初始化章节输出目录并写入manifest，方便流式存盘
             run_dir = self.chapter_storage.start_session(report_id, manifest_meta)
             self._persist_planning_artifacts(run_dir, layout_design, word_plan, template_overview)
+            emit('stage', {'stage': 'storage_ready', 'run_dir': str(run_dir)})
 
             chapters = []
+            chapter_max_attempts = max(1, self.config.CHAPTER_JSON_MAX_ATTEMPTS)
             for section in sections:
                 logger.info(f"生成章节: {section.title}")
-                chapter = self.chapter_generation_node.run(
-                    section,
-                    generation_context,
-                    run_dir
-                )
-                chapters.append(chapter)
+                emit('chapter_status', {
+                    'chapterId': section.chapter_id,
+                    'title': section.title,
+                    'status': 'running'
+                })
+                # 章节流式回调：把LLM返回的delta透传给SSE，便于前端实时渲染
+                def chunk_callback(delta: str, meta: Dict[str, Any], section_ref: TemplateSection = section):
+                    emit('chapter_chunk', {
+                        'chapterId': meta.get('chapterId') or section_ref.chapter_id,
+                        'title': meta.get('title') or section_ref.title,
+                        'delta': delta
+                    })
+
+                chapter_payload: Dict[str, Any] | None = None
+                attempt = 1
+                while attempt <= chapter_max_attempts:
+                    try:
+                        chapter_payload = self.chapter_generation_node.run(
+                            section,
+                            generation_context,
+                            run_dir,
+                            stream_callback=chunk_callback
+                        )
+                        break
+                    except ChapterJsonParseError as parse_error:
+                        logger.warning(
+                            "章节 %s JSON解析失败（第 %s/%s 次尝试）: %s",
+                            section.title,
+                            attempt,
+                            chapter_max_attempts,
+                            parse_error,
+                        )
+                        emit('chapter_status', {
+                            'chapterId': section.chapter_id,
+                            'title': section.title,
+                            'status': 'retrying' if attempt < chapter_max_attempts else 'error',
+                            'attempt': attempt,
+                            'error': str(parse_error),
+                        })
+                        if attempt >= chapter_max_attempts:
+                            raise
+                        attempt += 1
+                        continue
+                    except Exception as chapter_error:
+                        if not self._should_retry_inappropriate_content_error(chapter_error):
+                            raise
+                        logger.warning(
+                            "章节 %s 触发内容安全限制（第 %s/%s 次尝试），准备重新生成: %s",
+                            section.title,
+                            attempt,
+                            chapter_max_attempts,
+                            chapter_error,
+                        )
+                        emit('chapter_status', {
+                            'chapterId': section.chapter_id,
+                            'title': section.title,
+                            'status': 'retrying' if attempt < chapter_max_attempts else 'error',
+                            'attempt': attempt,
+                            'error': str(chapter_error),
+                            'reason': 'content_filter'
+                        })
+                        if attempt >= chapter_max_attempts:
+                            raise
+                        attempt += 1
+                        continue
+                if chapter_payload is None:
+                    raise ChapterJsonParseError(
+                        f"{section.title} 章节JSON在 {chapter_max_attempts} 次尝试后仍无法解析"
+                    )
+                chapters.append(chapter_payload)
+                emit('chapter_status', {
+                    'chapterId': section.chapter_id,
+                    'title': section.title,
+                    'status': 'completed',
+                    'attempt': attempt,
+                })
 
             document_ir = self.document_composer.build_document(
                 report_id,
                 manifest_meta,
                 chapters
             )
+            emit('stage', {'stage': 'chapters_compiled', 'chapter_count': len(chapters)})
             html_report = self.renderer.render(document_ir)
+            emit('stage', {'stage': 'html_rendered', 'html_length': len(html_report)})
 
             self.state.html_content = html_report
             self.state.mark_completed()
@@ -320,10 +422,12 @@ class ReportAgent:
             saved_files = {}
             if save_report:
                 saved_files = self._save_report(html_report, document_ir, report_id)
+                emit('stage', {'stage': 'report_saved', 'files': saved_files})
 
             generation_time = (datetime.now() - start_time).total_seconds()
             self.state.metadata.generation_time = generation_time
             logger.info(f"报告生成完成，耗时: {generation_time:.2f} 秒")
+            emit('metrics', {'generation_seconds': generation_time})
             return {
                 'html_content': html_report,
                 'report_id': report_id,
@@ -333,6 +437,7 @@ class ReportAgent:
         except Exception as e:
             self.state.mark_failed(str(e))
             logger.exception(f"报告生成过程中发生错误: {str(e)}")
+            emit('error', {'stage': 'agent_failed', 'message': str(e)})
             raise
     
     def _select_template(self, query: str, reports: List[Any], forum_logs: str, custom_template: str):
@@ -444,6 +549,22 @@ class ReportAgent:
             normalized[key] = self._stringify(value)
         return normalized
 
+    def _should_retry_inappropriate_content_error(self, error: Exception) -> bool:
+        """
+        判断LLM异常是否由内容安全/不当内容导致，满足时允许重新生成整章。
+        """
+        message = str(error) if error else ""
+        if not message:
+            return False
+        normalized = message.lower()
+        keywords = [
+            "inappropriate content",
+            "content violation",
+            "content moderation",
+            "model-studio/error-code",
+        ]
+        return any(keyword in normalized for keyword in keywords)
+
     def _stringify(self, value: Any) -> str:
         """安全地将对象转成字符串"""
         if value is None:

ReportEngine/flask_interface.py

@@ -7,9 +7,11 @@ import os
 import json
 import threading
 import time
+from collections import deque, defaultdict
 from datetime import datetime
-from flask import Blueprint, request, jsonify, Response, send_file
-from typing import Dict, Any
+from queue import Queue, Empty
+from flask import Blueprint, request, jsonify, Response, send_file, stream_with_context
+from typing import Dict, Any, List, Optional
 from loguru import logger
 from .agent import ReportAgent, create_agent
 from .utils.config import settings
@@ -23,6 +25,69 @@ report_agent = None
 current_task = None
 task_lock = threading.Lock()
 
+# ====== 流式推送与任务历史管理 ======
+# 通过有界deque缓存最近的事件，方便SSE断线后快速补发
+MAX_TASK_HISTORY = 5
+STREAM_HEARTBEAT_INTERVAL = 15  # 心跳间隔秒
+stream_lock = threading.Lock()
+stream_subscribers = defaultdict(list)
+tasks_registry: Dict[str, 'ReportTask'] = {}
+
+
+def _register_stream(task_id: str) -> Queue:
+    """为指定任务注册一个事件队列，供SSE监听器消费。"""
+    queue = Queue()
+    with stream_lock:
+        stream_subscribers[task_id].append(queue)
+    return queue
+
+
+def _unregister_stream(task_id: str, queue: Queue):
+    """安全移除事件队列，避免内存泄漏。"""
+    with stream_lock:
+        listeners = stream_subscribers.get(task_id, [])
+        if queue in listeners:
+            listeners.remove(queue)
+        if not listeners and task_id in stream_subscribers:
+            stream_subscribers.pop(task_id, None)
+
+
+def _broadcast_event(task_id: str, event: Dict[str, Any]):
+    """将事件推送给所有监听者，失败时做好异常捕获。"""
+    with stream_lock:
+        listeners = list(stream_subscribers.get(task_id, []))
+    for queue in listeners:
+        try:
+            queue.put(event, timeout=0.1)
+        except Exception:
+            logger.exception("推送流式事件失败，跳过当前监听队列")
+
+
+def _prune_task_history_locked():
+    """在task_lock持有期间调用，清理过多的历史任务以控制内存。"""
+    if len(tasks_registry) <= MAX_TASK_HISTORY:
+        return
+    # 按创建时间排序，移除最旧的任务
+    sorted_tasks = sorted(tasks_registry.values(), key=lambda t: t.created_at)
+    for task in sorted_tasks[:-MAX_TASK_HISTORY]:
+        tasks_registry.pop(task.task_id, None)
+
+
+def _get_task(task_id: str) -> Optional['ReportTask']:
+    """统一的任务查找方法，优先返回当前任务。"""
+    with task_lock:
+        if current_task and current_task.task_id == task_id:
+            return current_task
+        return tasks_registry.get(task_id)
+
+
+def _format_sse(event: Dict[str, Any]) -> str:
+    """按SSE协议格式化消息。"""
+    payload = json.dumps(event, ensure_ascii=False)
+    event_id = event.get('id', 0)
+    event_type = event.get('type', 'message')
+    return f"id: {event_id}\nevent: {event_type}\ndata: {payload}\n\n"
+
 
 def initialize_report_engine():
     """初始化Report Engine"""
@@ -63,6 +128,11 @@ class ReportTask:
         self.report_file_name = ""
         self.state_file_path = ""
         self.state_file_relative_path = ""
+        # ====== 流式事件缓存与并发保护 ======
+        # 使用deque保存最近的事件，结合锁保证多线程下的安全访问
+        self.event_history: deque = deque(maxlen=1000)
+        self._event_lock = threading.Lock()
+        self.last_event_id = 0
 
     def update_status(self, status: str, progress: int = None, error_message: str = ""):
         """更新任务状态"""
@@ -72,6 +142,17 @@ class ReportTask:
         if error_message:
             self.error_message = error_message
         self.updated_at = datetime.now()
+        # 推送状态变更事件，方便前端实时刷新
+        self.publish_event(
+            'status',
+            {
+                'status': self.status,
+                'progress': self.progress,
+                'error_message': self.error_message,
+                'hint': error_message or '',
+                'task': self.to_dict(),
+            }
+        )
 
     def to_dict(self) -> Dict[str, Any]:
         """转换为字典格式"""
@@ -91,6 +172,29 @@ class ReportTask:
             'state_file_path': self.state_file_relative_path or self.state_file_path
         }
 
+    def publish_event(self, event_type: str, payload: Dict[str, Any]) -> None:
+        """将任意事件放入缓存并广播，所有新增逻辑均配套中文说明。"""
+        timestamp = datetime.utcnow().isoformat() + 'Z'
+        event: Dict[str, Any] = {
+            'id': 0,
+            'type': event_type,
+            'task_id': self.task_id,
+            'timestamp': timestamp,
+            'payload': payload,
+        }
+        with self._event_lock:
+            self.last_event_id += 1
+            event['id'] = self.last_event_id
+            self.event_history.append(event)
+        _broadcast_event(self.task_id, event)
+
+    def history_since(self, last_event_id: Optional[int]) -> List[Dict[str, Any]]:
+        """根据Last-Event-ID补发历史事件，确保断线重连无遗漏。"""
+        with self._event_lock:
+            if last_event_id is None:
+                return list(self.event_history)
+            return [evt for evt in self.event_history if evt['id'] > last_event_id]
+
 
 def check_engines_ready() -> Dict[str, Any]:
     """检查三个子引擎是否都有新文件"""
@@ -121,7 +225,13 @@ def run_report_generation(task: ReportTask, query: str, custom_template: str = "
     global current_task
 
     try:
+        # 在局部闭包内封装推送逻辑，便于传递给ReportAgent
+        def stream_handler(event_type: str, payload: Dict[str, Any]):
+            """所有阶段事件都通过同一个接口分发，保证日志一致。"""
+            task.publish_event(event_type, payload)
+
         task.update_status("running", 10)
+        task.publish_event('stage', {'message': '任务已启动，正在检查输入文件', 'stage': 'prepare'})
 
         # 检查输入文件
         check_result = check_engines_ready()
@@ -129,21 +239,54 @@ def run_report_generation(task: ReportTask, query: str, custom_template: str = "
             task.update_status("error", 0, f"输入文件未准备就绪: {check_result.get('missing_files', [])}")
             return
 
+        task.publish_event('stage', {
+            'message': '输入文件检查通过，准备载入内容',
+            'stage': 'io_ready',
+            'files': check_result.get('latest_files', {})
+        })
+
         task.update_status("running", 30)
 
         # 加载输入文件
         content = report_agent.load_input_files(check_result['latest_files'])
+        task.publish_event('stage', {'message': '源数据加载完成，启动生成流程', 'stage': 'data_loaded'})
 
         task.update_status("running", 50)
 
-        # 生成报告
-        generation_result = report_agent.generate_report(
-            query=query,
-            reports=content['reports'],
-            forum_logs=content['forum_logs'],
-            custom_template=custom_template,
-            save_report=True
-        )
+        # 生成报告（附带兜底重试，缓解瞬时网络抖动）
+        for attempt in range(1, 3):
+            try:
+                task.publish_event('stage', {
+                    'message': f'正在调用ReportAgent生成报告（第{attempt}次尝试）',
+                    'stage': 'agent_running',
+                    'attempt': attempt
+                })
+                generation_result = report_agent.generate_report(
+                    query=query,
+                    reports=content['reports'],
+                    forum_logs=content['forum_logs'],
+                    custom_template=custom_template,
+                    save_report=True,
+                    stream_handler=stream_handler
+                )
+                break
+            except Exception as err:
+                # 将错误即时推送至前端，方便观察重试策略
+                task.publish_event('warning', {
+                    'message': f'ReportAgent执行失败: {str(err)}',
+                    'stage': 'agent_running',
+                    'attempt': attempt
+                })
+                if attempt == 2:
+                    raise
+                # 简单的指数退避，防止频繁触发限流（单位秒）
+                backoff = min(5 * attempt, 15)
+                task.publish_event('stage', {
+                    'message': f'{backoff} 秒后重试生成任务',
+                    'stage': 'retry_wait',
+                    'wait_seconds': backoff
+                })
+                time.sleep(backoff)
 
         if isinstance(generation_result, dict):
             html_report = generation_result.get('html_content', '')
@@ -151,6 +294,7 @@ def run_report_generation(task: ReportTask, query: str, custom_template: str = "
             html_report = generation_result
 
         task.update_status("running", 90)
+        task.publish_event('stage', {'message': '报告生成完毕，准备持久化', 'stage': 'persist'})
 
         # 保存结果
         task.html_content = html_report
@@ -160,11 +304,28 @@ def run_report_generation(task: ReportTask, query: str, custom_template: str = "
             task.report_file_name = generation_result.get('report_filename', '')
             task.state_file_path = generation_result.get('state_filepath', '')
             task.state_file_relative_path = generation_result.get('state_relative_path', '')
+        task.publish_event('html_ready', {
+            'message': 'HTML渲染完成，可刷新预览',
+            'report_file': task.report_file_relative_path or task.report_file_path,
+            'state_file': task.state_file_relative_path or task.state_file_path,
+            'task': task.to_dict(),
+        })
         task.update_status("completed", 100)
+        task.publish_event('completed', {
+            'message': '任务完成',
+            'duration_seconds': (task.updated_at - task.created_at).total_seconds(),
+            'report_file': task.report_file_relative_path or task.report_file_path,
+            'task': task.to_dict(),
+        })
 
     except Exception as e:
         logger.exception(f"报告生成过程中发生错误: {str(e)}")
         task.update_status("error", 0, str(e))
+        task.publish_event('error', {
+            'message': str(e),
+            'stage': 'failed',
+            'task': task.to_dict(),
+        })
         # 只在出错时清理任务
         with task_lock:
             if current_task and current_task.task_id == task.task_id:
@@ -242,6 +403,19 @@ def generate_report():
 
         with task_lock:
             current_task = task
+            tasks_registry[task_id] = task
+            _prune_task_history_locked()
+
+        # 通过主动推送pending事件告知前端任务已经排队
+        task.publish_event(
+            'status',
+            {
+                'status': task.status,
+                'progress': task.progress,
+                'message': '任务已排队，等待资源空闲',
+                'task': task.to_dict(),
+            }
+        )
 
         # 在后台线程中运行报告生成
         thread = threading.Thread(
@@ -255,7 +429,8 @@ def generate_report():
             'success': True,
             'task_id': task_id,
             'message': '报告生成已启动',
-            'task': task.to_dict()
+            'task': task.to_dict(),
+            'stream_url': f"/api/report/stream/{task_id}"
         })
 
     except Exception as e:
@@ -270,9 +445,9 @@ def generate_report():
 def get_progress(task_id: str):
     """获取报告生成进度"""
     try:
-        if not current_task or current_task.task_id != task_id:
-            # 如果任务不存在，可能是已经完成并被清理了
-            # 返回一个默认的完成状态而不是404
+        task = _get_task(task_id)
+        if not task:
+            # 如果任务不存在，可能是历史记录已被清理，回传一个完成态兜底
             return jsonify({
                 'success': True,
                 'task': {
@@ -291,7 +466,7 @@ def get_progress(task_id: str):
 
         return jsonify({
             'success': True,
-            'task': current_task.to_dict()
+            'task': task.to_dict()
         })
 
     except Exception as e:
@@ -302,25 +477,78 @@ def get_progress(task_id: str):
         }), 500
 
 
+@report_bp.route('/stream/<task_id>', methods=['GET'])
+def stream_task(task_id: str):
+    """基于SSE的实时推送接口，向前端持续广播阶段事件。"""
+    task = _get_task(task_id)
+    if not task:
+        return jsonify({'success': False, 'error': '任务不存在'}), 404
+
+    last_event_header = request.headers.get('Last-Event-ID')
+    try:
+        last_event_id = int(last_event_header) if last_event_header else None
+    except ValueError:
+        last_event_id = None
+
+    def event_generator():
+        queue = _register_stream(task_id)
+        try:
+            # 断线重连场景下，先补发历史事件，保证界面状态一致
+            history = task.history_since(last_event_id)
+            for event in history:
+                yield _format_sse(event)
+
+            finished = task.status in ("completed", "error", "cancelled")
+            while True:
+                if finished:
+                    break
+                try:
+                    event = queue.get(timeout=STREAM_HEARTBEAT_INTERVAL)
+                    yield _format_sse(event)
+                    if event.get('type') in ("completed", "error"):
+                        finished = True
+                except Empty:
+                    heartbeat = {
+                        'id': f"hb-{int(time.time() * 1000)}",
+                        'type': 'heartbeat',
+                        'task_id': task_id,
+                        'timestamp': datetime.utcnow().isoformat() + 'Z',
+                        'payload': {'status': task.status}
+                    }
+                    yield _format_sse(heartbeat)
+                    finished = task.status in ("completed", "error", "cancelled")
+        finally:
+            _unregister_stream(task_id, queue)
+
+    response = Response(
+        stream_with_context(event_generator()),
+        mimetype='text/event-stream'
+    )
+    response.headers['Cache-Control'] = 'no-cache'
+    response.headers['X-Accel-Buffering'] = 'no'
+    return response
+
+
 @report_bp.route('/result/<task_id>', methods=['GET'])
 def get_result(task_id: str):
     """获取报告生成结果"""
     try:
-        if not current_task or current_task.task_id != task_id:
+        task = _get_task(task_id)
+        if not task:
             return jsonify({
                 'success': False,
                 'error': '任务不存在'
             }), 404
 
-        if current_task.status != "completed":
+        if task.status != "completed":
             return jsonify({
                 'success': False,
                 'error': '报告尚未完成',
-                'task': current_task.to_dict()
+                'task': task.to_dict()
             }), 400
 
         return Response(
-            current_task.html_content,
+            task.html_content,
             mimetype='text/html'
         )
 
@@ -336,23 +564,24 @@ def get_result(task_id: str):
 def get_result_json(task_id: str):
     """获取报告生成结果（JSON格式）"""
     try:
-        if not current_task or current_task.task_id != task_id:
+        task = _get_task(task_id)
+        if not task:
             return jsonify({
                 'success': False,
                 'error': '任务不存在'
             }), 404
 
-        if current_task.status != "completed":
+        if task.status != "completed":
             return jsonify({
                 'success': False,
                 'error': '报告尚未完成',
-                'task': current_task.to_dict()
+                'task': task.to_dict()
             }), 400
 
         return jsonify({
             'success': True,
-            'task': current_task.to_dict(),
-            'html_content': current_task.html_content
+            'task': task.to_dict(),
+            'html_content': task.html_content
         })
 
     except Exception as e:
@@ -367,27 +596,28 @@ def get_result_json(task_id: str):
 def download_report(task_id: str):
     """下载已生成的报告HTML文件"""
     try:
-        if not current_task or current_task.task_id != task_id:
+        task = _get_task(task_id)
+        if not task:
             return jsonify({
                 'success': False,
                 'error': '任务不存在'
             }), 404
 
-        if current_task.status != "completed" or not current_task.report_file_path:
+        if task.status != "completed" or not task.report_file_path:
             return jsonify({
                 'success': False,
                 'error': '报告尚未完成或尚未保存'
             }), 400
 
-        if not os.path.exists(current_task.report_file_path):
+        if not os.path.exists(task.report_file_path):
             return jsonify({
                 'success': False,
                 'error': '报告文件不存在或已被删除'
             }), 404
 
-        download_name = current_task.report_file_name or os.path.basename(current_task.report_file_path)
+        download_name = task.report_file_name or os.path.basename(task.report_file_path)
         return send_file(
-            current_task.report_file_path,
+            task.report_file_path,
             mimetype='text/html',
             as_attachment=True,
             download_name=download_name
@@ -411,7 +641,18 @@ def cancel_task(task_id: str):
             if current_task and current_task.task_id == task_id:
                 if current_task.status == "running":
                     current_task.update_status("cancelled", 0, "用户取消任务")
+                    current_task.publish_event('cancelled', {
+                        'message': '任务被用户主动终止',
+                        'task': current_task.to_dict(),
+                    })
                 current_task = None
+            task = tasks_registry.get(task_id)
+            if task and task.status == 'running':
+                task.update_status("cancelled", task.progress, "用户取消任务")
+                task.publish_event('cancelled', {
+                    'message': '任务被用户主动终止',
+                    'task': task.to_dict(),
+                })
 
                 return jsonify({
                     'success': True,

ReportEngine/nodes/__init__.py

@@ -5,7 +5,7 @@ Report Engine节点处理模块
 
 from .base_node import BaseNode, StateMutationNode
 from .template_selection_node import TemplateSelectionNode
-from .chapter_generation_node import ChapterGenerationNode
+from .chapter_generation_node import ChapterGenerationNode, ChapterJsonParseError
 from .document_layout_node import DocumentLayoutNode
 from .word_budget_node import WordBudgetNode
 
@@ -14,6 +14,7 @@ __all__ = [
     "StateMutationNode",
     "TemplateSelectionNode",
     "ChapterGenerationNode",
+    "ChapterJsonParseError",
     "DocumentLayoutNode",
     "WordBudgetNode",
 ]