""" 滴天髓案例匹配器 (Ditianshi Case Matcher) 基于经典命理案例，增强AI解读的深度和准确性 核心功能： 1. 根据用户八字匹配相似案例 2. 提取案例中的核心洞察 3. 生成现代化的实用建议 匹配算法： - 五行分布权重: 25% - 十神配置权重: 30% - 格局特征权重: 25% - 分类匹配权重: 20% 🦊 Generated with Sisi - Sparksverse AI Studio """ from typing import Dict, List, Any, Optional, Tuple from dataclasses import dataclass from enum import Enum # ==================== 核心法则库 ==================== # 何知章 - 富贵贫贱寿夭核心法则 HEZHI_PRINCIPLES = { # 富命法则 "财气通门户": { "category": "wealth", "conditions": ["身旺财旺", "食神生财", "官星护财"], "interpretation": "财运好的关键不在财星数量多，而在于五行流通有情。你的财富来自于资源配置能力和商业眼光。", "advice": ["适合经商投资", "中年财运最旺", "忌过度冒险", "专注商业模式优化和资源整合"] }, "食神生财": { "category": "wealth", "conditions": ["食神有力", "财星得生"], "interpretation": "靠技艺或口才生财，收入稳定且可持续。你的财富来源是一技之长和专业能力。", "advice": ["适合技术或服务行业", "可发展副业", "注重技能提升"] }, # 贵命法则 "官星有理会": { "category": "nobility", "conditions": ["官星得令得地", "有印护或财生"], "interpretation": "有领导才能和管理能力，适合在组织中发展。你的成功需要耐心等待时机。", "advice": ["重视人脉关系", "培养领导力", "把握晋升机会", "35岁前扎实提升能力"] }, "杀印相生": { "category": "nobility", "conditions": ["七杀有印化", "制化得宜"], "interpretation": "有魄力有谋略，能在竞争中脱颖而出。复杂的竞争环境反而是你的优势。", "advice": ["适合竞争性行业", "培养决断力", "30岁后大胆出击"] }, # 贫命法则 "财神不真": { "category": "poverty", "conditions": ["财星无根", "身弱财旺", "财被克破"], "interpretation": "容易守不住财，花钱大手大脚。需要强制储蓄和专业理财。", "advice": ["强制储蓄投资", "不要义气用事乱借钱", "请专业财务规划师"] }, "财官太重": { "category": "poverty", "conditions": ["日主太弱", "财官并旺"], "interpretation": "有才华但承载能力不足，容易眼高手低。", "advice": ["专注一个领域深耕", "提升执行力", "不要什么机会都想抓"] }, # 寿命法则 "性定元神厚": { "category": "longevity", "conditions": ["五行流转相生", "通根生旺", "有情有序"], "interpretation": "命格和谐有情，适合长期主义战略。注重养生能享长寿。", "advice": ["定期体检", "培养多元兴趣", "回馈社会做慈善"] }, # 夭命法则 "气浊神枯": { "category": "short_life", "conditions": ["五行偏枯", "湿土晦火", "寒金无火"], "interpretation": "健康和寿命需要特别注意，务必重视养生和预防。", "advice": ["避开湿冷环境", "加强锻炼", "定期体检", "购买充足保险"] } } # 性情章 - 五行性格法则 XINGQING_PRINCIPLES = { "五行中和": { "personality_type": "balanced", "positive": ["情绪稳定", "待人真诚", "是团队润滑剂"], "negative": ["可能缺少锋芒", "有时犹豫"], "advice": ["保持平衡", "适时展现立场", "适合管理调解工作"] }, "火炎土燥": { "personality_type": "fire_intense", "positive": ["热情洋溢", "感染力强", "行动力强"], "negative": ["情绪波动大", "容易冲动", "喜怒无常"], "advice": ["学习情绪管理", "做重大决定前冷静24小时", "避免财务等需要冷静的工作"] }, "水奔性柔": { "personality_type": "water_rushing", "positive": ["聪明灵活", "适应力强", "善于变通"], "negative": ["可能优柔寡断", "易受环境影响"], "advice": ["培养定力", "坚持目标", "避免随波逐流"] }, "木仁心软": { "personality_type": "wood_soft", "positive": ["仁慈善良", "有同情心", "乐于助人"], "negative": ["可能过于心软", "易被利用"], "advice": ["学会拒绝", "保护自己", "分清善恶"] }, "金刚正义": { "personality_type": "metal_rigid", "positive": ["正直果断", "有原则", "执行力强"], "negative": ["可能过于刚硬", "不够圆融"], "advice": ["学习柔性处理", "考虑他人感受", "适度妥协"] }, "土厚信重": { "personality_type": "earth_stable", "positive": ["稳重可靠", "诚实守信", "踏实肯干"], "negative": ["可能过于保守", "缺乏变通"], "advice": ["接受新事物", "适度冒险", "培养创新思维"] } } # 女命章 - 婚姻子女法则 FEMALE_PRINCIPLES = { "夫星得用": { "category": "marriage_good", "conditions": ["官星清透", "财生官旺", "印护夫星"], "interpretation": "传统象意更强调伴侣关系中的协作与共同目标；它不证明配偶的职业、财富或婚姻结果。", "advice": ["把期待说清楚", "支持彼此但保持自我", "共同决策、平等相处"] }, "伤官见官": { "category": "marriage_bad", "conditions": ["伤官旺盛", "官星受克", "多合多冲"], "interpretation": "传统象意提示沟通、边界与权责更容易出现张力；它不等于必然分手或婚姻失败。", "advice": ["把分歧具体化", "先冷静再讨论", "为关系保留共同规则"] }, "食神吐秀": { "category": "children_good", "conditions": ["食神有力", "子女宫吉"], "interpretation": "传统象意更适合读作照护、教养与创造性亲子互动的资源；它不能证明子女数量、健康或成就。", "advice": ["重视稳定陪伴", "培养彼此独立性", "不过度替对方做决定"] }, "子女宫受克": { "category": "children_bad", "conditions": ["时柱受冲克", "食伤被制"], "interpretation": "传统象意提示亲子角色、照护边界或家庭节奏需要更多沟通与支持；不能据此推断生育能力或是否生育。", "advice": ["提前讨论照护边界", "需要时寻求专业支持", "把精力投入可验证的家庭安排"] } } # ==================== 匹配器类 ==================== @dataclass class MatchResult: """匹配结果""" principle_key: str principle_data: Dict match_score: float matched_conditions: List[str] category: str class CaseMatcher: """滴天髓案例匹配器""" def __init__(self, bazi_data: Dict, wuxing: Dict, shishen: Dict, patterns: List[str], gender: str = "male"): """ 初始化匹配器 Args: bazi_data: 八字数据 {year, month, day, hour} wuxing: 五行分布 {木, 火, 土, 金, 水} shishen: 十神配置 patterns: 识别出的格局列表 gender: 性别 male/female """ self.bazi = bazi_data self.wuxing = wuxing self.shishen = shishen self.patterns = patterns self.gender = gender self.day_master = bazi_data.get('day', {}).get('gan', '') def _get_wuxing_characteristics(self) -> Dict[str, Any]: """分析五行特征""" total = sum(self.wuxing.values()) if self.wuxing else 1 distribution = {k: v/total for k, v in self.wuxing.items()} if self.wuxing else {} # 判断五行偏枯 max_element = max(distribution.items(), key=lambda x: x[1])[0] if distribution else None min_element = min(distribution.items(), key=lambda x: x[1])[0] if distribution else None is_balanced = all(0.15 <= v <= 0.25 for v in distribution.values()) if distribution else False is_extreme = any(v >= 0.4 for v in distribution.values()) if distribution else False return { "distribution": distribution, "dominant": max_element, "weakest": min_element, "is_balanced": is_balanced, "is_extreme": is_extreme } def _check_condition_match(self, conditions: List[str]) -> Tuple[float, List[str]]: """检查条件匹配度""" matched = [] total = len(conditions) for condition in conditions: # 检查五行相关条件 if "旺" in condition: element = condition.replace("旺", "").replace("身", "") if element in self.wuxing and self.wuxing.get(element, 0) >= 3: matched.append(condition) elif "弱" in condition: element = condition.replace("弱", "").replace("日主", "") if element in self.wuxing and self.wuxing.get(element, 0) <= 1: matched.append(condition) # 检查十神相关条件 if any(ss in condition for ss in ["食神", "财星", "官星", "印绶", "比劫", "伤官", "七杀"]): for ss in ["食神", "财星", "官星", "印绶", "比劫", "伤官", "七杀"]: if ss in condition: if ss in str(self.shishen): matched.append(condition) break # 检查格局相关条件 for pattern in self.patterns: if pattern in condition or condition in pattern: matched.append(condition) break score = len(matched) / total if total > 0 else 0 return score, matched def match_wealth_nobility(self) -> List[MatchResult]: """匹配何知章法则（富贵贫贱寿夭）""" results = [] for key, principle in HEZHI_PRINCIPLES.items(): score, matched = self._check_condition_match(principle.get("conditions", [])) if score > 0: results.append(MatchResult( principle_key=key, principle_data=principle, match_score=score, matched_conditions=matched, category=principle.get("category", "") )) # 按匹配度排序 results.sort(key=lambda x: x.match_score, reverse=True) return results[:3] # 返回前3个最匹配的 def match_personality(self) -> List[MatchResult]: """匹配性情章法则（五行性格）""" results = [] wuxing_chars = self._get_wuxing_characteristics() for key, principle in XINGQING_PRINCIPLES.items(): score = 0.0 matched = [] # 五行中和 if key == "五行中和" and wuxing_chars["is_balanced"]: score = 0.9 matched.append("五行分布均衡") # 火炎土燥 elif key == "火炎土燥": fire_ratio = wuxing_chars["distribution"].get("火", 0) earth_ratio = wuxing_chars["distribution"].get("土", 0) if fire_ratio >= 0.3 or (fire_ratio >= 0.2 and earth_ratio >= 0.25): score = fire_ratio + earth_ratio * 0.5 matched.append("火土偏旺") # 水奔性柔 elif key == "水奔性柔": water_ratio = wuxing_chars["distribution"].get("水", 0) if water_ratio >= 0.3: score = water_ratio matched.append("水旺") # 木仁心软 elif key == "木仁心软": wood_ratio = wuxing_chars["distribution"].get("木", 0) if wood_ratio >= 0.3: score = wood_ratio matched.append("木旺") # 金刚正义 elif key == "金刚正义": metal_ratio = wuxing_chars["distribution"].get("金", 0) if metal_ratio >= 0.3: score = metal_ratio matched.append("金旺") # 土厚信重 elif key == "土厚信重": earth_ratio = wuxing_chars["distribution"].get("土", 0) if earth_ratio >= 0.3: score = earth_ratio matched.append("土旺") if score > 0: results.append(MatchResult( principle_key=key, principle_data=principle, match_score=score, matched_conditions=matched, category="personality" )) results.sort(key=lambda x: x.match_score, reverse=True) return results[:2] def match_female_destiny(self) -> List[MatchResult]: """匹配女命章法则（婚姻子女）""" if self.gender != "female": return [] results = [] for key, principle in FEMALE_PRINCIPLES.items(): score, matched = self._check_condition_match(principle.get("conditions", [])) if score > 0: results.append(MatchResult( principle_key=key, principle_data=principle, match_score=score, matched_conditions=matched, category=principle.get("category", "") )) results.sort(key=lambda x: x.match_score, reverse=True) return results[:2] def get_comprehensive_insights(self) -> Dict[str, Any]: """获取综合洞察""" insights = { "wealth_nobility": [], "personality": [], "female_destiny": [], "key_advice": [], "life_principles": [] } # 匹配何知章 wealth_results = self.match_wealth_nobility() for result in wealth_results: insights["wealth_nobility"].append({ "principle": result.principle_key, "interpretation": result.principle_data.get("interpretation", ""), "advice": result.principle_data.get("advice", []), "match_score": result.match_score }) insights["key_advice"].extend(result.principle_data.get("advice", [])[:2]) # 匹配性情章 personality_results = self.match_personality() for result in personality_results: insights["personality"].append({ "type": result.principle_key, "positive": result.principle_data.get("positive", []), "negative": result.principle_data.get("negative", []), "advice": result.principle_data.get("advice", []) }) insights["key_advice"].extend(result.principle_data.get("advice", [])[:1]) # 匹配女命章 if self.gender == "female": female_results = self.match_female_destiny() for result in female_results: insights["female_destiny"].append({ "principle": result.principle_key, "interpretation": result.principle_data.get("interpretation", ""), "advice": result.principle_data.get("advice", []) }) insights["key_advice"].extend(result.principle_data.get("advice", [])[:1]) # 去重建议 insights["key_advice"] = list(dict.fromkeys(insights["key_advice"]))[:8] return insights # ==================== 辅助函数 ==================== def generate_case_enhanced_interpretation( bazi_data: Dict, wuxing: Dict, shishen: Dict, patterns: List[str], gender: str = "male" ) -> str: """ 生成案例增强的解读 这个函数整合经典案例的智慧，生成现代化的实用建议。 不会引用"历史上有人..."，而是直接给出洞察和建议。 """ matcher = CaseMatcher(bazi_data, wuxing, shishen, patterns, gender) insights = matcher.get_comprehensive_insights() interpretation_parts = [] # 财运贵气洞察 if insights["wealth_nobility"]: best_match = insights["wealth_nobility"][0] interpretation_parts.append(f"【{best_match['principle']}】\n{best_match['interpretation']}") # 性格洞察 if insights["personality"]: personality = insights["personality"][0] positive_str = "、".join(personality["positive"][:3]) negative_str = "、".join(personality["negative"][:2]) interpretation_parts.append( f"【性格特质：{personality['type']}】\n" f"优势：{positive_str}\n" f"注意：{negative_str}" ) # 女命专属洞察 if insights["female_destiny"]: female = insights["female_destiny"][0] interpretation_parts.append(f"【婚姻事业】\n{female['interpretation']}") # 核心建议 if insights["key_advice"]: advice_str = "\n".join([f"• {a}" for a in insights["key_advice"][:5]]) interpretation_parts.append(f"【核心建议】\n{advice_str}") return "\n\n".join(interpretation_parts) if __name__ == "__main__": # 测试示例 test_bazi = { "year": {"gan": "甲", "zhi": "子"}, "month": {"gan": "丙", "zhi": "寅"}, "day": {"gan": "戊", "zhi": "寅"}, "hour": {"gan": "己", "zhi": "未"} } test_wuxing = {"木": 4, "火": 2, "土": 3, "金": 1, "水": 2} test_shishen = {"食神": 2, "偏财": 1, "正印": 1} test_patterns = ["食神生财", "身旺"] result = generate_case_enhanced_interpretation( test_bazi, test_wuxing, test_shishen, test_patterns, "male" ) print("=" * 50) print("案例增强解读：") print("=" * 50) print(result)