Jesse_ChenandCursor
04ad3325d5
Venus/Jupiter/Moon periods no longer collapse into one marriage-opportunity line. Full reading reports the ten BPHS conditional dasha families; Skill 6.9.16. Co-authored-by: Cursor <cursoragent@cursor.com>
383 lines
14 KiB
Python
383 lines
14 KiB
Python
#!/usr/bin/env python3
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# -*- coding: utf-8 -*-
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"""
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Love & Relationship Analysis（感情分析）引擎 v1.0
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超越 vedic-astro-skills 的 AI prompt，实现结构化引擎级分析
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核心分析链：
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7宫+Venus → Navamsa(D9) → Upapada(UL) → Darakaraka → Synastry
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"""
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from typing import Dict, List, Any, Optional
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try:
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from punarphoo import circular_degree_gap, detect_punarphoo
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except ModuleNotFoundError: # pragma: no cover - script/module dual import
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from scripts.punarphoo import circular_degree_gap, detect_punarphoo
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try:
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from timing_negative_holdout_audit import build_report as build_negative_holdout_report
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except ModuleNotFoundError: # pragma: no cover - script/module dual import
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from scripts.timing_negative_holdout_audit import build_report as build_negative_holdout_report
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SIGN_LORDS = {
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'Aries': 'Mars', 'Taurus': 'Venus', 'Gemini': 'Mercury', 'Cancer': 'Moon',
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'Leo': 'Sun', 'Virgo': 'Mercury', 'Libra': 'Venus', 'Scorpio': 'Mars',
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'Sagittarius': 'Jupiter', 'Capricorn': 'Saturn', 'Aquarius': 'Saturn', 'Pisces': 'Jupiter',
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}
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ROMANTIC_ACTIVATION_LORDS = ('5L', '7H_Moon', 'Punarphoo')
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LEGAL_MARRIAGE_LORDS = ('Venus', 'DK', 'UL')
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# PD never drives event_class. 5L / 7H Moon / 7L / Venus legal hits use MD/AD only.
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# Same-structure real cases (female + Saturn-7H chain) trigger at AD, not at
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# annual transits. Do not invent a month proxy when the case layer only supports AD.
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MD_AD_KEYS = (
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'maha_dasha', 'mahadasha', 'antar_dasha', 'antardasha', 'bhukti',
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)
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PD_KEYS = ('pratyantar', 'pratyantar_dasha')
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VENUS_TO_NATAL_MOON_ORB_DEG = 2.0
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EVENT_CLASSES = (
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'romantic_activation',
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'relationship_formation',
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'legal_marriage',
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)
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SIGNS = ['Aries','Taurus','Gemini','Cancer','Leo','Virgo',
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'Libra','Scorpio','Sagittarius','Capricorn','Aquarius','Pisces']
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VENUS_SIGN_EXPRESSIONS = {
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'Aries': '热情主动，追求挑战型伴侣，偏好独立自主的关系',
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'Taurus': '重视感官和稳定，寻求可靠持久的伴侣关系',
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'Gemini': '注重沟通和智力匹配，偏好灵活多变的关系',
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'Cancer': '情感细腻，重视家庭安全感，寻求呵护型关系',
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'Leo': '浪漫大方，需要欣赏和赞美，偏好光芒四射的伴侣',
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'Virgo': '谨慎务实，注重细节服务，偏好可靠稳重的伴侣',
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'Libra': '和谐至上，重视平等尊重，偏好优雅得体的伴侣',
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'Scorpio': '深刻激烈，追求灵魂共鸣，偏好深度连接的关系',
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'Sagittarius': '自由奔放，注重精神成长，偏好开阔视野的伴侣',
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'Capricorn': '务实理性，重视责任担当，偏好成熟稳重的伴侣',
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'Aquarius': '独特自由，重视友谊基础，偏好不拘一格的伴侣',
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'Pisces': '浪漫梦幻，追求灵魂伴侣，偏好温柔体贴的伴侣',
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}
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RELATIONSHIP_TIMING = {
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1: '年少时感情萌芽（15-22岁）',
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2: '通过家庭/社交圈认识（20-25岁）',
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3: '通过朋友/同事介绍（22-28岁）',
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4: '通过工作/事业认识（25-30岁）',
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5: '通过浪漫邂逅（20-28岁）',
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6: '通过挑战/竞争环境认识（25-32岁）',
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7: '通过公开社交/相亲（24-30岁）',
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8: '通过深层经历/转变认识（28-35岁）',
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9: '通过高等教育/旅行认识（22-30岁）',
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10: '通过事业成就期认识（28-35岁）',
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11: '通过社交网络/大型活动认识（22-32岁）',
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12: '通过隐秘/远程方式认识（25-35岁）',
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}
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def _lord_of_house(asc_sign: str, house: int) -> Optional[str]:
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if asc_sign not in SIGNS or house < 1 or house > 12:
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return None
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sign = SIGNS[(SIGNS.index(asc_sign) + house - 1) % 12]
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return SIGN_LORDS.get(sign)
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def _lords_from_keys(dasha_info: Optional[Dict], keys) -> List[str]:
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if not isinstance(dasha_info, dict):
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return []
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lords: List[str] = []
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for key in keys:
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value = dasha_info.get(key)
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if isinstance(value, dict):
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value = value.get('lord') or value.get('planet')
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if isinstance(value, str) and value:
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lords.append(value)
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return lords
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def _dasha_lords(dasha_info: Optional[Dict]) -> List[str]:
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"""MD/AD lords only. PD stays in `_pd_lords` and must not drive event_class."""
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return _lords_from_keys(dasha_info, MD_AD_KEYS)
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def _pd_lords(dasha_info: Optional[Dict]) -> List[str]:
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return _lords_from_keys(dasha_info, PD_KEYS)
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def classify_relationship_event_class(
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planets: Dict,
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asc_sign: str = 'Aries',
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dasha_info: Optional[Dict] = None,
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ul_sign: Optional[str] = None,
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darakaraka: Optional[str] = None,
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transit_saturn_longitude: Optional[float] = None,
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transit_venus_longitude: Optional[float] = None,
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) -> Dict[str, Any]:
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"""Split romantic activation / relationship formation / legal marriage.
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Punarphoo and 5L remain observation-only until negative holdout passes.
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Never flatten the three tracks into one 婚恋机会 label.
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MD/AD drive event_class. PD is recorded but never promotes a class.
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"""
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planets = planets if isinstance(planets, dict) else {}
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fifth_lord = _lord_of_house(asc_sign, 5)
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seventh_lord = _lord_of_house(asc_sign, 7)
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moon = planets.get('Moon') if isinstance(planets.get('Moon'), dict) else {}
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moon_house = moon.get('house')
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moon_lon = moon.get('longitude')
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if moon_lon is None:
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moon_lon = moon.get('lon')
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dasha_lords = _dasha_lords(dasha_info)
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pd_lords = _pd_lords(dasha_info)
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punarphoo = detect_punarphoo(planets, transit_saturn_longitude=transit_saturn_longitude)
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holdout = build_negative_holdout_report()
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natal_romantic: List[str] = []
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if moon_house == 7:
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natal_romantic.append('7H_Moon')
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if punarphoo.get('natal_present'):
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natal_romantic.append('natal_Punarphoo')
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venus_to_moon = None
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if moon_house == 7 and moon_lon is not None and transit_venus_longitude is not None:
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venus_orb = circular_degree_gap(float(moon_lon), float(transit_venus_longitude))
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venus_to_moon = {
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'status': 'observation_only',
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'active': venus_orb <= VENUS_TO_NATAL_MOON_ORB_DEG,
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'orb_deg': venus_orb,
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'orb_limit_deg': VENUS_TO_NATAL_MOON_ORB_DEG,
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'drives_event_class': False,
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'claim_boundary': (
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'7H Venus-to-Moon is annual and not a crush month. '
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'Record only; never add to romantic_hits or point a month. '
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'Falsified by empty 2019-2022 repeats and 2026-02-13→18.'
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),
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}
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romantic_hits: List[str] = []
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if fifth_lord and fifth_lord in dasha_lords:
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romantic_hits.append('5L_dasha')
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if moon_house == 7 and 'Moon' in dasha_lords:
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romantic_hits.append('7H_Moon_dasha')
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if punarphoo.get('timing_observation_active'):
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romantic_hits.append('Punarphoo')
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# Venus-to-Moon is annual (~once/year). It does not drive event_class.
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formation_hits: List[str] = []
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if seventh_lord and seventh_lord in dasha_lords:
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formation_hits.append('7L_dasha')
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legal_hits: List[str] = []
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if 'Venus' in dasha_lords:
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legal_hits.append('Venus_dasha')
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pd_hits: List[str] = []
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if fifth_lord and fifth_lord in pd_lords:
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pd_hits.append('5L_pd')
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if moon_house == 7 and 'Moon' in pd_lords:
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pd_hits.append('7H_Moon_pd')
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if seventh_lord and seventh_lord in pd_lords:
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pd_hits.append('7L_pd')
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if 'Venus' in pd_lords:
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pd_hits.append('Venus_pd')
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natal_legal: List[str] = []
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if darakaraka:
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natal_legal.append('DK')
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if ul_sign:
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natal_legal.append('UL')
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# Timing-only classification. Natal 7H Moon / Punarphoo / DK / UL stay structure flags.
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# Romantic timing (5L dasha / Moon dasha / Punarphoo return) outranks long 7L MD.
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# PD never drives event_class.
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active_classes: List[str] = []
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if romantic_hits:
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active_classes.append('romantic_activation')
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if legal_hits:
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active_classes.append('legal_marriage')
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if formation_hits:
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active_classes.append('relationship_formation')
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event_class = active_classes[0] if active_classes else None
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return {
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'event_class': event_class,
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'romantic_activation': {
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'lords': list(ROMANTIC_ACTIVATION_LORDS),
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'hits': romantic_hits,
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'natal_structure': natal_romantic,
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'punarphoo': punarphoo,
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'venus_to_natal_moon': venus_to_moon,
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},
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'relationship_formation': {
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'hits': formation_hits,
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'seventh_lord': seventh_lord,
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},
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'legal_marriage': {
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'lords': list(LEGAL_MARRIAGE_LORDS),
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'hits': legal_hits,
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'natal_structure': natal_legal,
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},
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'pd_hits': pd_hits,
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'active_classes': active_classes,
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'negative_holdout': {
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'claim_status': holdout.get('claim_status'),
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'production_tuning_allowed': holdout.get('production_tuning_allowed'),
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},
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'claim_status': 'observation_only',
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'note': (
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'心动看 5L/7H月亮/Punarphoo，成对看 7L/DK/UL，法律婚看 Venus/DK/UL。'
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'Punarphoo 回照 ≠ 结婚；5L 大运 ≠ 法律婚。'
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'金星过本命月亮每年一次，不点月、不升格心动。不得合并成一句婚恋机会。'
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),
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}
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def analyze_relationship(planets: Dict, asc_sign: str = 'Aries',
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d9_positions: Dict = None, ul_sign: str = None,
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darakaraka: str = None, dasha_info: Dict = None) -> Dict:
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"""
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完整感情分析引擎。
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Args:
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planets: D1行星位置
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asc_sign: 上升星座
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d9_positions: D9分盘位置（可选）
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ul_sign: Upapada Lagna星座（可选）
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darakaraka: DK配偶指示星（可选）
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dasha_info: 大运信息（可选）
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Returns:
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结构化感情分析
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"""
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analysis = {
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'partnership_style': [],
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'attraction_pattern': [],
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'timing': [],
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'strength': [],
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'challenges': [],
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'assessment': '',
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'event_class_split': {},
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}
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# 1. Venus分析（关系核心指示星）
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venus = planets.get('Venus', {})
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venus_sign = venus.get('sign', 'Libra')
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venus_house = venus.get('house', 0)
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analysis['partnership_style'].append({
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'planet': 'Venus',
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'sign': venus_sign,
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'house': venus_house,
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'expression': VENUS_SIGN_EXPRESSIONS.get(venus_sign, ''),
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'note': f'Venus在{venus_house}宫 — 感情通过{RELATIONSHIP_TIMING.get(venus_house,"自然相遇")}',
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})
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# 2. 7宫分析
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asc_idx = SIGNS.index(asc_sign) if asc_sign in SIGNS else 0
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h7_sign = SIGNS[(asc_idx + 6) % 12]
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h7_lord = {'Aries':'Mars','Taurus':'Venus','Gemini':'Mercury','Cancer':'Moon',
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'Leo':'Sun','Virgo':'Mercury','Libra':'Venus','Scorpio':'Mars',
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'Sagittarius':'Jupiter','Capricorn':'Saturn','Aquarius':'Saturn','Pisces':'Jupiter'}[h7_sign]
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h7_data = planets.get(h7_lord, {})
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h7_house = h7_data.get('house', 0)
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analysis['strength'].append({
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'indicator': '7宫主',
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'lord': h7_lord,
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'sign': h7_sign,
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'house': h7_house,
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'note': f'7宫主{h7_lord}在{h7_house}宫，关系质量与该宫主题紧密相关',
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})
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# 3. 7宫内行星
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h7_planets = []
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for pn, pd in planets.items():
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if pd.get('house') == 7 and pn not in ('Rahu','Ketu'):
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h7_planets.append(pn)
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if h7_planets:
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analysis['strength'].append({
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'indicator': '7宫内行星',
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'planets': h7_planets,
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'note': f'7宫有{", ".join(h7_planets)}，关系领域活跃，伴侣显著影响',
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})
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# 4. Darakaraka分析
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if darakaraka:
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dk_data = planets.get(darakaraka, {})
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analysis['attraction_pattern'].append({
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'type': 'DK配偶指示星',
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'planet': darakaraka,
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'note': f'DK={darakaraka}，伴侣具有{darakaraka}特质 — {PLANET_PARTNER.get(darakaraka, "")}',
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})
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# 5. D9 Navamsa
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if d9_positions:
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d9_venus = d9_positions.get('Venus', {})
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d9_h7 = d9_positions.get('7th_lord', {})
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analysis['strength'].append({
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'indicator': 'D9 Navamsa',
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'venus_sign': d9_venus.get('sign', ''),
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'note': f'D9 Venus在{d9_venus.get("sign","")} — 深层关系需求',
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})
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# 6. UL Upapada Lagna
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if ul_sign:
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analysis['attraction_pattern'].append({
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'type': 'UL配偶镜像',
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'sign': ul_sign,
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'note': f'UL={ul_sign} — 社会视角下的伴侣形象和婚姻质量',
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})
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# 7. 时间窗口：心动 / 成对 / 法律婚分轨，禁止合并成一句「婚恋机会」
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event_split = classify_relationship_event_class(
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planets,
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asc_sign=asc_sign,
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dasha_info=dasha_info,
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ul_sign=ul_sign,
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darakaraka=darakaraka,
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)
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analysis['event_class_split'] = event_split
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md = ''
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if dasha_info:
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md = dasha_info.get('maha_dasha', '') or dasha_info.get('mahadasha', '')
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event_class = event_split.get('event_class') or 'unclassified'
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analysis['timing'].append({
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'dasha': md,
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'event_class': event_class,
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'note': (
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f'当前{md or "未提供"}大运；事件类={event_class}。'
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'心动看 5L/7H月亮/Punarphoo，成对看 7L/DK/UL，法律婚看 Venus/DK/UL；不得合并。'
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),
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})
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# 8. 综合评估
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venus_strength = 0
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if venus_house in (1, 4, 7, 10, 5, 9):
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venus_strength += 2
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if planets.get('Moon', {}).get('house') in (4, 7, 10):
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venus_strength += 1
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if h7_lord in planets and planets[h7_lord].get('dignity', '') in ('own','exalted','friendly'):
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venus_strength += 2
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if venus_strength >= 4:
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analysis['assessment'] = '感情配置强，关系发展顺利，伴侣质量高'
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elif venus_strength >= 2:
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analysis['assessment'] = '感情基础良好，需注意关系中的沟通和理解'
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else:
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analysis['assessment'] = '感情需要更多耐心和策略，建议关注自我成长后再建立关系'
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return analysis
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PLANET_PARTNER = {
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'Sun': '伴侣有领导力、自信、独立自主',
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'Moon': '伴侣温柔体贴、情感丰富、关心家庭',
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'Mars': '伴侣有行动力、勇敢直接、活力充沛',
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'Mercury': '伴侣聪明机智、善于沟通、思维敏捷',
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'Jupiter': '伴侣有智慧慷慨、教育背景好、有信仰',
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'Venus': '伴侣有魅力、艺术气质、注重和谐',
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'Saturn': '伴侣成熟稳重、有责任心、事业有成',
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}
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