Spaces:
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Running
| """ | |
| 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 ==================== | |
| 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) | |