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theme_paragraph_service.py
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249 lines (198 loc) · 10.1 KB
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"""
主题段落服务模块
负责主题分析、作品类型推荐、主题段落生成等功能
"""
import json
from typing import Dict, List, Optional, Tuple
from ui_utils import ui, console
from rich.panel import Panel
from rich.text import Text
from llm_service import llm_service
from project_data_manager import project_data_manager
class ThemeParagraphService:
"""主题段落服务类"""
@staticmethod
def _get_data_manager():
"""Always return the latest project-scoped data manager."""
return project_data_manager.get_data_manager()
def analyze_theme_and_get_genres(self, one_line_theme: str) -> Optional[Dict]:
"""分析主题并获取推荐的作品类型"""
if not llm_service.is_available():
ui.print_error("AI服务不可用,请检查配置。")
return None
try:
# 使用新的主题分析prompt
result = llm_service.analyze_theme_genres(one_line_theme)
return result
except Exception as e:
ui.print_error(f"主题分析失败: {e}")
return None
def display_genre_recommendations(self, analysis_result: Dict) -> Optional[str]:
"""显示类型推荐并获取用户选择"""
if not analysis_result or 'recommended_genres' not in analysis_result:
ui.print_warning("未能获取有效的类型推荐")
return None
genres = analysis_result['recommended_genres']
primary = analysis_result.get('primary_recommendation', '')
reasoning = analysis_result.get('reasoning', '')
# 显示分析结果
ui.print_info("🎯 AI分析结果:")
if primary and reasoning:
ui.print_panel(f"最推荐:{primary}\n\n理由:{reasoning}", title="主要推荐")
# 显示所有推荐
console.print(Panel(Text("📚 推荐作品类型", justify="center"), border_style="bold cyan"))
genre_options = []
for i, genre_info in enumerate(genres, 1):
genre_name = genre_info.get('genre', '')
reason = genre_info.get('reason', '')
potential = genre_info.get('potential', '')
content = f"[bold]{genre_name}[/bold]\n推荐理由:{reason}\n故事潜力:{potential}"
ui.print_panel(content, title=f"选项 {i}")
genre_options.append(genre_name)
# 让用户选择
genre_options.append("其他(手动输入)")
genre_options.append("返回")
choice = ui.display_menu("请选择您倾向的作品类型:", genre_options)
if choice == '0': # 返回
return None
elif choice == str(len(genre_options) - 1): # 其他
selected_genre = ui.prompt("请输入您想要的作品类型:")
return selected_genre.strip() if selected_genre else None
else:
# 选择了推荐的类型
try:
choice_idx = int(choice) - 1
if 0 <= choice_idx < len(genres):
return genres[choice_idx]['genre']
except (ValueError, IndexError):
pass
return None
def get_user_creative_intent(self) -> str:
"""获取用户的创作意图"""
ui.print_info("💡 请告诉我您的创作意图和特别要求:")
ui.print_info("例如:突出心理描写、增加动作场面、强调情感冲突、营造悬疑氛围等")
intent = ui.prompt("您的创作意图(必填):")
return intent.strip() if intent else ""
def generate_paragraph_variants(self, one_line_theme: str, selected_genre: str, user_intent: str, canon_content: str = "") -> Optional[Dict]:
"""生成3个版本的主题段落"""
if not llm_service.is_available():
ui.print_error("AI服务不可用,请检查配置。")
return None
try:
# 使用新的变体生成prompt
result = llm_service.generate_theme_paragraph_variants(
one_line_theme, selected_genre, user_intent, canon_content
)
return result
except Exception as e:
ui.print_error(f"段落生成失败: {e}")
return None
def display_variants_and_get_choice(self, variants_result: Dict) -> Optional[str]:
"""显示3个版本并获取用户选择"""
if not variants_result or 'variants' not in variants_result:
ui.print_warning("未能获取有效的段落版本")
return None
variants = variants_result['variants']
console.print(Panel(Text("📝 三个版本供您选择", justify="center"), border_style="bold green"))
# 定义版本标识符
version_labels = ['A', 'B', 'C']
for i, variant in enumerate(variants):
version_label = version_labels[i] if i < len(version_labels) else f'版本{i+1}'
focus = variant.get('focus', '')
content = variant.get('content', '')
panel_content = f"[bold cyan]{focus}[/bold cyan]\n\n{content}"
ui.print_panel(panel_content, title=f"版本{version_label}")
# 让用户选择
options = [f"选择版本{version_labels[i]}" for i in range(min(len(variants), len(version_labels)))]
# 如果版本数超过预定义标识符,使用数字
if len(variants) > len(version_labels):
for i in range(len(version_labels), len(variants)):
options.append(f"选择版本{i+1}")
options.extend(["重新生成", "返回"])
choice = ui.display_menu("请选择您最喜欢的版本:", options)
if choice == '0': # 返回
return None
elif choice == str(len(options) - 1): # 重新生成
return "regenerate"
else:
# 选择了某个版本
try:
choice_idx = int(choice) - 1
if 0 <= choice_idx < len(variants):
return variants[choice_idx]['content']
except (ValueError, IndexError):
pass
return None
def save_selected_paragraph(self, paragraph_content: str) -> bool:
"""保存选中的段落"""
try:
data_manager = self._get_data_manager()
data_manager.write_theme_paragraph(paragraph_content)
return True
except Exception as e:
ui.print_error(f"保存失败: {e}")
return False
def run_enhanced_theme_paragraph_workflow(self, one_line_theme_data: Dict) -> bool:
"""运行增强的主题段落工作流"""
if not isinstance(one_line_theme_data, dict) or not one_line_theme_data.get("theme"):
ui.print_warning("请先设置一句话主题。")
return False
one_line_theme = one_line_theme_data["theme"]
ui.print_info(f"📖 当前主题:{one_line_theme}")
while True:
# 第一步:分析主题并推荐类型
ui.print_info("🔍 正在分析主题...")
analysis_result = self.analyze_theme_and_get_genres(one_line_theme)
if not analysis_result:
ui.print_error("主题分析失败,请重试。")
return False
# 第二步:用户选择作品类型
selected_genre = self.display_genre_recommendations(analysis_result)
if not selected_genre:
# 用户选择返回
return False
ui.print_success(f"✅ 已选择作品类型:{selected_genre}")
# 第三步:获取用户创作意图
user_intent = self.get_user_creative_intent()
if not user_intent:
ui.print_warning("创作意图不能为空,请重新输入。")
continue
ui.print_success(f"✅ 创作意图:{user_intent}")
# 第四步:生成3个版本
ui.print_info("🎨 正在生成3个版本的故事构想...")
canon_content = self._get_data_manager().get_canon_content()
variants_result = self.generate_paragraph_variants(one_line_theme, selected_genre, user_intent, canon_content)
if not variants_result:
ui.print_error("段落生成失败,请重试。")
# 修复:之前这里是continue,会导致无限循环,现在改为return False
return False
# 第五步:用户选择版本
while True:
selected_content = self.display_variants_and_get_choice(variants_result)
if not selected_content:
# 用户选择返回
break
elif selected_content == "regenerate":
# 重新生成
ui.print_info("🔄 正在重新生成...")
canon_content = self._get_data_manager().get_canon_content()
variants_result = self.generate_paragraph_variants(one_line_theme, selected_genre, user_intent, canon_content)
if not variants_result:
ui.print_error("重新生成失败。")
break
continue
else:
# 用户选择了某个版本
if self.save_selected_paragraph(selected_content):
ui.print_success("✅ 段落主题已保存!")
ui.print_panel(selected_content, title="已保存的段落主题")
return True
else:
ui.print_error("保存失败,请重试。")
break
# 询问是否重新开始
if not ui.confirm("是否重新开始选择作品类型?"):
break
return False
# 创建全局实例
theme_paragraph_service = ThemeParagraphService()