🌟 v3.14.0 宏观格局分析系统 - 紫微孤君+日月反背+星系类型识别

新特性:
- 紫微孤君检查: 紫微在命宫缺左辅右弼支撑 = 权力削弱
- 日月反背检测: 日生需太阳明亮/夜生需太阴明亮，反之为反背
- 星系类型识别: 杀破狼开创系 vs 机月同梁守成系
- 宏观分数修正: 根据整体格局调整匹配结果分数

技术实现:
- star_combination_matcher.py: 新增analyze_macro_patterns方法
- knowledge_enhanced_interpreter.py: 传递birth_hour参数
- app.py: 版本更新到v3.14.0

核心智慧: 先看大局、再看细节！

🦊 Generated with Sisi

app.py

@@ -1,8 +1,8 @@
 """
-🔮 东玄 Ziwei Doushu API v3.13.0
+🔮 东玄 Ziwei Doushu API v3.14.0
 Professional Purple Star Astrology service with AI-powered analysis
 Developed by Sisi & TH Studio
-Updated: 2025-12-13 (Matcher精准优化 - 宫位地支+亮度条件检查！🎯)
+Updated: 2025-12-13 (宏观格局分析 - 紫微孤君+日月反背+星系类型识别！🌟)
 """
 
 from fastapi import FastAPI, HTTPException
@@ -18,8 +18,8 @@ from knowledge_enhanced_interpreter import KnowledgeEnhancedInterpreter
 
 app = FastAPI(
     title="东玄 Ziwei Doushu API",
-    version="3.13.0",
-    description="🔮 Professional Purple Star Astrology API - Knowledge-enhanced AI interpretation with Pattern Recognition & Star Combinations (612 rules - Rule Library 4.0 Complete! 🎉🎉🎉🎉)"
+    version="3.14.0",
+    description="🔮 Professional Purple Star Astrology API - Knowledge-enhanced AI interpretation with Macro Pattern Analysis (紫微孤君+日月反背+星系类型识别! 🌟)"
 )
 
 # CORS configuration
@@ -54,8 +54,8 @@ def root():
     return {
         "status": "online",
         "service": "东玄 Ziwei Doushu API - 天機玄鑑",
-        "version": "3.13.0",
-        "updated": "2025-12-13 (Matcher精准优化 - 宫位地支+亮度条件检查！🎯)",
+        "version": "3.14.0",
+        "updated": "2025-12-13 (宏观格局分析 - 紫微孤君+日月反背+星系类型识别！🌟)",
         "documentation": "/docs",
         "website": "https://astrologybazi.com",
         "developed_by": "Sisi & TH Studio 🦊💕",
@@ -115,7 +115,7 @@ def root():
             "温暖度提升：Sisi风格，避免恐吓式语言",
             "可信度提升：基于经典书籍，非AI臆想"
         ],
-        "sisi_note": "🎉🎉🎉🎉 v3.12.0 规则库扩展4.0 COMPLETE！从100条暴增到612条专业规则（+512%增长）！Batch 04新增292条（事业94/感情63/运势63/健康25/人际21等）！100%覆盖Google Notebook提取的578条规则！小鱼说：'c吧反正我们已经有了那么多条干脆不要浪费'！All 578 rules integrated！规则库扩展完美收官！🦊💕✨ 从100→220→320→612，MISSION COMPLETE! 🎯🚀 预期匹配率从2.5%飙升至15-20%！下一阶段：优化Matcher算法！"
+        "sisi_note": "🌟🌟🌟🌟 v3.14.0 宏观格局分析系统上线！紫微孤君检查（紫微缺左辅右弼支撑=权力削弱）+ 日月反背检测（日生需阳光明/夜生需太阴亮）+ 星系类型识别（杀破狼开创系 vs 机月同梁守成系）！🎯 这是紫微斗数的核心智慧：先看大局、再看细节！小鱼的Google Notebook战略指导开花结果！612条规则 + 宏观格局 = 预测准确度再提升！🦊💕✨ Macro Analysis Ready! 下一步：四化动态分析！"
     }
 
 

knowledge_enhanced_interpreter.py

@@ -276,9 +276,19 @@ class KnowledgeEnhancedInterpreter:
         # 生成格局总结
         pattern_summary = self.geju_matcher.get_pattern_summary(matched_patterns)
 
+        # v3.14.0: 提取出生时辰（用于宏观格局分析 - 日月反背）
+        birth_hour = chart_data.get('hour', 12)  # 默认12点（正午）
+        if isinstance(birth_hour, str):
+            try:
+                birth_hour = int(birth_hour)
+            except ValueError:
+                birth_hour = 12
+
         # NEW v3.8: 星曜组合断语匹配（P1完成！）
+        # v3.14.0升级：添加宏观格局分析（紫微孤君+日月反背+星系类型）
         star_combination_result = self.star_combination_matcher.match_all_combinations(
-            palaces
+            palaces,
+            birth_hour  # v3.14.0新增：传递出生时辰
         )
 
         # 1. 生成命盘核心特质（基于主星）

star_combination_matcher.py

@@ -4,7 +4,7 @@
 
 Created: 2025-12-12
 Author: Sisi 🦊
-Version: 2.1 (2025-12-12 Palace Name Normalization - 宫位名称标准化)
+Version: 2.2 (2025-12-13 宏观格局分析 - 紫微孤君+日月反背检查)
 """
 
 from typing import Dict, List, Any, Optional, Set
@@ -147,19 +147,22 @@ class StarCombinationMatcher:
 
     def match_all_combinations(
         self,
-        palaces: List[dict]
+        palaces: List[dict],
+        birth_hour: int = 12
     ) -> Dict[str, Any]:
         """
         匹配所有星曜组合规则
 
         Args:
             palaces: 十二宫位数据
+            birth_hour: 出生时辰（0-23），用于宏观格局分析
 
         Returns:
             dict: {
                 'matched_rules': [...],  # 匹配的规则列表
                 'summary': {...},  # 匹配总结
-                'interpretations_by_category': {...}  # 按分类整理的断语
+                'interpretations_by_category': {...},  # 按分类整理的断语
+                'macro_patterns': {...}  # 宏观格局分析 (v3.14.0新增)
             }
         """
         matched_rules = []
@@ -191,12 +194,23 @@ class StarCombinationMatcher:
         # 按分类整理断语
         interpretations = self._organize_by_category(unique_rules)
 
+        # v3.14.0新增：宏观格局分析
+        macro_patterns = self.analyze_macro_patterns(palaces, birth_hour)
+
+        # 应用宏观修正系数到匹配结果
+        macro_modifier = macro_patterns.get('macro_score_modifier', 1.0)
+        if macro_modifier != 1.0:
+            for rule in unique_rules:
+                original_score = rule.get('score', 0)
+                rule['adjusted_score'] = round(original_score * macro_modifier, 1)
+
         return {
             'matched_rules': unique_rules,
             'summary': summary,
             'interpretations_by_category': interpretations,
             'total_matched': len(unique_rules),
-            'total_rules_checked': self.total_rules
+            'total_rules_checked': self.total_rules,
+            'macro_patterns': macro_patterns  # v3.14.0新增
         }
 
     def _match_palace_combinations(
@@ -662,6 +676,387 @@ class StarCombinationMatcher:
 
         return organized
 
+    # ========================================================================
+    # v3.14 宏观格局分析方法 (Macro Pattern Analysis)
+    # ========================================================================
+
+    def analyze_macro_patterns(
+        self,
+        palaces: List[dict],
+        birth_hour: int = 12
+    ) -> Dict[str, Any]:
+        """
+        分析命盘的宏观格局
+
+        包括：
+        1. 紫微孤君检查 - 紫微是否缺乏左辅右弼辅佐
+        2. 日月反背检查 - 太阳太阴是否处于不利位置
+        3. 星系类型判断 - 杀破狼系 vs 机月同梁系
+
+        Args:
+            palaces: 十二宫位数据
+            birth_hour: 出生时辰（0-23），用于判断日夜生
+
+        Returns:
+            dict: 宏观格局分析结果
+        """
+        # 构建宫位索引
+        palace_index = self._build_palace_index(palaces)
+
+        # 1. 紫微孤君检查
+        ziwei_analysis = self._check_ziwei_lonely_emperor(palaces, palace_index)
+
+        # 2. 日月反背检查
+        sun_moon_analysis = self._check_sun_moon_reversal(palaces, birth_hour)
+
+        # 3. 星系类型判断
+        star_system = self._determine_star_system(palaces)
+
+        # 4. 综合评估
+        warnings = []
+        if ziwei_analysis.get('is_lonely_emperor'):
+            warnings.append({
+                'type': 'ziwei_lonely',
+                'severity': 'medium',
+                'message': ziwei_analysis.get('interpretation', '')
+            })
+
+        if sun_moon_analysis.get('has_reversal'):
+            warnings.append({
+                'type': 'sun_moon_reversal',
+                'severity': sun_moon_analysis.get('severity', 'low'),
+                'message': sun_moon_analysis.get('interpretation', '')
+            })
+
+        return {
+            'ziwei_status': ziwei_analysis,
+            'sun_moon_status': sun_moon_analysis,
+            'star_system': star_system,
+            'warnings': warnings,
+            'macro_score_modifier': self._calculate_macro_modifier(
+                ziwei_analysis, sun_moon_analysis
+            )
+        }
+
+    def _check_ziwei_lonely_emperor(
+        self,
+        palaces: List[dict],
+        palace_index: Dict[str, dict]
+    ) -> Dict[str, Any]:
+        """
+        检查紫微是否为"孤君"
+
+        紫微孤君条件：
+        - 紫微在命宫
+        - 命宫及三方四正都没有左辅、右弼
+
+        如果紫微无左右辅佐，虽贵为帝座，但力量虚弱，
+        主外华内虚，在大小限逢之若无吉星来会，主破财。
+
+        Returns:
+            dict: {
+                'has_ziwei_in_ming': True/False,
+                'is_lonely_emperor': True/False,
+                'has_zuofu': True/False,
+                'has_youbi': True/False,
+                'zuofu_location': '...',
+                'youbi_location': '...',
+                'interpretation': '...'
+            }
+        """
+        result = {
+            'has_ziwei_in_ming': False,
+            'is_lonely_emperor': False,
+            'has_zuofu': False,
+            'has_youbi': False,
+            'zuofu_location': None,
+            'youbi_location': None,
+            'interpretation': ''
+        }
+
+        # 找到命宫
+        ming_gong = palace_index.get('命宫')
+        if not ming_gong:
+            return result
+
+        # 检查命宫是否有紫微
+        ming_stars = self._get_palace_stars(ming_gong)
+        if '紫微' not in ming_stars:
+            result['interpretation'] = '命宫无紫微，孤君检查不适用'
+            return result
+
+        result['has_ziwei_in_ming'] = True
+
+        # 检查命宫是否有左辅、右弼
+        if '左辅' in ming_stars:
+            result['has_zuofu'] = True
+            result['zuofu_location'] = '命宫同宫'
+        if '右弼' in ming_stars:
+            result['has_youbi'] = True
+            result['youbi_location'] = '命宫同宫'
+
+        # 如果命宫没有，检查三方四正
+        if not result['has_zuofu'] or not result['has_youbi']:
+            ming_position = ming_gong.get('position')
+            if ming_position:
+                san_fang_si_zheng = self._calculate_san_fang_si_zheng(
+                    ming_position, palace_index
+                )
+
+                for palace_name in san_fang_si_zheng:
+                    palace = palace_index.get(palace_name)
+                    if palace:
+                        stars = self._get_palace_stars(palace)
+                        if '左辅' in stars and not result['has_zuofu']:
+                            result['has_zuofu'] = True
+                            result['zuofu_location'] = f'{palace_name}拱照'
+                        if '右弼' in stars and not result['has_youbi']:
+                            result['has_youbi'] = True
+                            result['youbi_location'] = f'{palace_name}拱照'
+
+        # 判断是否为孤君
+        if not result['has_zuofu'] and not result['has_youbi']:
+            result['is_lonely_emperor'] = True
+            result['interpretation'] = (
+                '⚠️ 紫微孤君：紫微坐命但无左辅右弼辅佐，虽贵为帝座但力量虚弱。'
+                '主外华内虚，需靠自己努力，缺乏贵人相助。'
+                '建议：多结交益友，培养团队合作能力。'
+            )
+        elif result['has_zuofu'] and result['has_youbi']:
+            result['interpretation'] = (
+                '✨ 紫微得辅：紫微坐命且有左辅右弼辅佐，'
+                f'左辅{result["zuofu_location"]}，右弼{result["youbi_location"]}。'
+                '帝座得力，统御有方，贵人运强。'
+            )
+        else:
+            # 只有一颗辅星
+            has_star = '左辅' if result['has_zuofu'] else '右弼'
+            location = result['zuofu_location'] or result['youbi_location']
+            result['interpretation'] = (
+                f'紫微坐命，仅有{has_star}({location})辅佐，'
+                '力量稍弱但仍有贵人运，建议广结善缘。'
+            )
+
+        return result
+
+    def _check_sun_moon_reversal(
+        self,
+        palaces: List[dict],
+        birth_hour: int = 12
+    ) -> Dict[str, Any]:
+        """
+        检查日月反背
+
+        日月反背条件：
+        - 日生人（6:00-18:00）：太阳应旺，太阴应弱
+        - 夜生人（18:00-6:00）：太阴应旺，太阳应弱
+        - 如果相反，称为"反背"，主劳碌
+
+        Args:
+            palaces: 宫位数据
+            birth_hour: 出生时辰（0-23）
+
+        Returns:
+            dict: 日月状态分析
+        """
+        result = {
+            'is_day_birth': 6 <= birth_hour < 18,
+            'sun_location': None,
+            'sun_brightness': None,
+            'moon_location': None,
+            'moon_brightness': None,
+            'has_reversal': False,
+            'severity': 'none',
+            'interpretation': ''
+        }
+
+        # 亮度等级
+        BRIGHT_LEVELS = {'庙': 5, '旺': 4, '得': 3, '利': 2, '平': 1, '不': 0, '陷': -1}
+
+        # 遍历所有宫位找到太阳和太阴
+        for palace in palaces:
+            palace_name = palace.get('name', '')
+            major_stars = palace.get('major_stars', [])
+
+            for star in major_stars:
+                if isinstance(star, dict):
+                    star_name = star.get('name', '')
+                    brightness = star.get('brightness', '平')
+
+                    if star_name == '太阳':
+                        result['sun_location'] = palace_name
+                        result['sun_brightness'] = brightness
+                        result['sun_level'] = BRIGHT_LEVELS.get(brightness, 1)
+
+                    elif star_name == '太阴':
+                        result['moon_location'] = palace_name
+                        result['moon_brightness'] = brightness
+                        result['moon_level'] = BRIGHT_LEVELS.get(brightness, 1)
+
+        # 分析日月状态
+        sun_level = result.get('sun_level', 1)
+        moon_level = result.get('moon_level', 1)
+
+        if result['is_day_birth']:
+            # 日生人：喜太阳旺
+            if sun_level <= 0:  # 太阳落陷
+                result['has_reversal'] = True
+                if moon_level >= 4:  # 太阴反而旺
+                    result['severity'] = 'high'
+                    result['interpretation'] = (
+                        '⚠️ 日月反背（重）：日生人但太阳落陷、太阴反旺。'
+                        '主一生劳碌奔波，事业多波折。'
+                        '建议：从事夜间工作或创意产业可能更顺。'
+                    )
+                else:
+                    result['severity'] = 'medium'
+                    result['interpretation'] = (
+                        '⚠️ 太阳失辉：日生人但太阳落陷，'
+                        '主父缘薄、贵人运弱，需靠自己努力。'
+                    )
+            elif sun_level >= 4:
+                result['interpretation'] = (
+                    '✨ 日月得位：日生人且太阳明旺，'
+                    '主贵人运强、事业顺遂。'
+                )
+        else:
+            # 夜生人：喜太阴旺
+            if moon_level <= 0:  # 太阴落陷
+                result['has_reversal'] = True
+                if sun_level >= 4:  # 太阳反而旺
+                    result['severity'] = 'high'
+                    result['interpretation'] = (
+                        '⚠️ 日月反背（重）：夜生人但太阴落陷、太阳反旺。'
+                        '主一生劳碌奔波，感情或家庭多波折。'
+                        '建议：从事日间户外工作可能更顺。'
+                    )
+                else:
+                    result['severity'] = 'medium'
+                    result['interpretation'] = (
+                        '⚠️ 太阴失辉：夜生人但太阴落陷，'
+                        '主母缘薄、财运需努力，感情宜晚婚。'
+                    )
+            elif moon_level >= 4:
+                result['interpretation'] = (
+                    '✨ 日月得位：夜生人且太阴明旺，'
+                    '主财运佳、家庭和睦。'
+                )
+
+        return result
+
+    def _determine_star_system(
+        self,
+        palaces: List[dict]
+    ) -> Dict[str, Any]:
+        """
+        判断命盘的主要星系类型
+
+        杀破狼系（开创型）：七杀、破军、贪狼
+        机月同梁系（守成型）：天机、太阴、天同、天梁
+
+        Returns:
+            dict: 星系类型分析
+        """
+        # 找到命宫
+        ming_gong = None
+        for palace in palaces:
+            if palace.get('name') == '命宫':
+                ming_gong = palace
+                break
+
+        if not ming_gong:
+            return {'system': 'unknown', 'interpretation': '未找到命宫'}
+
+        ming_stars = self._get_palace_stars(ming_gong)
+
+        # 杀破狼系
+        sha_po_lang = {'七杀', '破军', '贪狼'}
+        # 机月同梁系
+        ji_yue_tong_liang = {'天机', '太阴', '天同', '天梁'}
+
+        spl_count = len(sha_po_lang & set(ming_stars))
+        jytl_count = len(ji_yue_tong_liang & set(ming_stars))
+
+        if spl_count > 0:
+            matched_spl = sha_po_lang & set(ming_stars)
+            return {
+                'system': 'sha_po_lang',
+                'system_name': '杀破狼系（开创型）',
+                'matched_stars': list(matched_spl),
+                'nature': '开创变动',
+                'interpretation': (
+                    f'命宫有{"/".join(matched_spl)}，属杀破狼星系。'
+                    '性格特点：不安于现状，喜欢改进创新，多变少静。'
+                    '适合：创业、武职、变动性强的工作。'
+                    '注意：一生起伏较大，需有冒险精神。'
+                )
+            }
+        elif jytl_count > 0:
+            matched_jytl = ji_yue_tong_liang & set(ming_stars)
+            return {
+                'system': 'ji_yue_tong_liang',
+                'system_name': '机月同梁系（守成型）',
+                'matched_stars': list(matched_jytl),
+                'nature': '稳定保守',
+                'interpretation': (
+                    f'命宫有{"/".join(matched_jytl)}，属机月同梁星系。'
+                    '性格特点：平稳发展，安于现实，偏保守。'
+                    '适合：公务员、幕僚、技术研究、文职工作。'
+                    '特点：带有清高气质，适合稳定环境。'
+                )
+            }
+        else:
+            return {
+                'system': 'mixed',
+                'system_name': '混合型',
+                'matched_stars': ming_stars,
+                'nature': '兼具特质',
+                'interpretation': (
+                    '命宫星曜非典型杀破狼或机月同梁系，'
+                    '性格兼具开创与守成特质，适应性较强。'
+                )
+            }
+
+    def _calculate_macro_modifier(
+        self,
+        ziwei_analysis: Dict[str, Any],
+        sun_moon_analysis: Dict[str, Any]
+    ) -> float:
+        """
+        计算宏观格局对整体评分的修正系数
+
+        Returns:
+            float: 修正系数（0.8-1.2）
+        """
+        modifier = 1.0
+
+        # 紫微孤君扣分
+        if ziwei_analysis.get('is_lonely_emperor'):
+            modifier -= 0.1
+
+        # 日月反背扣分
+        if sun_moon_analysis.get('has_reversal'):
+            severity = sun_moon_analysis.get('severity', 'low')
+            if severity == 'high':
+                modifier -= 0.15
+            elif severity == 'medium':
+                modifier -= 0.08
+
+        # 紫微得辅加分
+        if (ziwei_analysis.get('has_ziwei_in_ming') and
+            ziwei_analysis.get('has_zuofu') and
+            ziwei_analysis.get('has_youbi')):
+            modifier += 0.1
+
+        # 日月得位加分
+        if not sun_moon_analysis.get('has_reversal'):
+            sun_level = sun_moon_analysis.get('sun_level', 1)
+            moon_level = sun_moon_analysis.get('moon_level', 1)
+            if sun_level >= 4 or moon_level >= 4:
+                modifier += 0.05
+
+        return max(0.7, min(1.3, modifier))  # 限制在0.7-1.3之间
+
 
 # ============================================================================
 # 测试代码