hv-unified/analyze_gear.py

#!/usr/bin/env python3
"""Analyze HV gear database for 2H physical build optimization."""
import json, sys

def get_num(val):
    if not val: return 0
    s = str(val).replace('+','').replace('%','').strip()
    try: return float(s)
    except: return 0

def score_armor(item):
    stats = item.get('stats',{})
    s = get_num(stats.get('Physical Mitigation',0)) * 3
    s += get_num(stats.get('Evade',0)) * 2
    s += get_num(stats.get('Strength',0)) * 2
    s += get_num(stats.get('Dexterity',0)) * 2
    s += get_num(stats.get('Agility',0)) * 1.5
    s += get_num(stats.get('Endurance',0)) * 1
    s += get_num(stats.get('Crushing',0))
    s += get_num(stats.get('Slashing',0))
    s += get_num(stats.get('Piercing',0))
    s -= get_num(stats.get('burden',0)) * 0.5
    s += item.get('quality',0) * 5
    return s

# Map item names to equipment slots by keyword
SLOT_KEYWORDS = {
    'Head': ['helmet','cap','goggles','mask','hood','hat','circlet','crown','visor'],
    'Body': ['breastplate','cuirass','robe','tunic','chest','gi','jacket','vest','hauberk'],
    'Hands': ['gauntlets','gloves','mitts','bracers','handguards','fists'],
    'Legs': ['leggings','greaves','pants','trousers','loincloth','kilt','breeches','chaps'],
    'Feet': ['boots','sabatons','shoes','slippers','sandals'],
}

def detect_slot(item):
    """Guess equipment slot from item name."""
    name = (item.get('name','') + ' ' + item.get('category','')).lower()
    for slot, keywords in SLOT_KEYWORDS.items():
        for kw in keywords:
            if kw in name:
                return slot
    stats = item.get('stats',{})
    # Fallback: use proportional scoring
    return None

def is_twohand_weapon(item):
    """Check if item is a 2H weapon (not shield, not armor, not 1H)."""
    stats = item.get('stats',{})
    itype = stats.get('type','')
    # Exclude armor types
    if 'Armor' in itype or 'Shield' in itype:
        return False
    # Check for 2H weapon keywords
    name_lower = (item.get('name','') + ' ' + item.get('category','')).lower()
    if any(k in name_lower for k in ['estoc','longsword','great mace','scythe','axe','club']):
        return True
    # Fallback: burden >= 14 AND has attack accuracy (not burden from armor)
    if get_num(stats.get('burden',0)) >= 14 and 'attack accuracy' in str(stats).lower():
        # Double check it's not armor with attack damage bonus
        if 'physical mitigation' not in str(stats).lower():
            return True
    return False

def score_weapon(item):
    stats = item.get('stats',{})
    s = get_num(stats.get('Attack Accuracy',0)) * 3
    s += get_num(stats.get('Attack Crit Damage',0)) * 80
    s += get_num(stats.get('Strength',0)) * 2
    s += get_num(stats.get('Parry',0))
    s += get_num(stats.get('Block',0))
    s += get_num(stats.get('Agility',0))
    s += get_num(stats.get('Dexterity',0))
    s -= get_num(stats.get('burden',0)) * 0.5
    s += item.get('quality',0) * 5
    return s

# Filter items by usable level (within 20 levels of player level 153)
def usable(item):
    stats = item.get('stats',{})
    lv = stats.get('level','0')
    if lv == 'Unassigned': return True
    try: lv = int(lv)
    except: return True
    return lv <= 170  # allow up to L170 (within reach)

with open('references/gear.json') as f:
    gear = json.load(f)

equipped = [i for i in gear if i.get('source') == 'character' and i.get('id') and not i.get('disabled')]
armory = [i for i in gear if i.get('source') == 'armory' and i.get('stats')]

slot_map = {e.get('slotType',''): e for e in equipped}

print("=" * 70)
print("2H PHYSICAL BUILD — GEAR ANALYSIS (Lv153, Estoc, IWBTH)")
print("=" * 70)

for slot_type in ['Mainhand', 'Head', 'Body', 'Hands', 'Legs', 'Feet']:
    current = slot_map.get(slot_type)
    if not current:
        print(f"\n🛡️ {slot_type}: No equipped item")
        continue
    print(f"\n━━━ {slot_type} ━━━")
    cur_stats = current.get('stats',{})
    print(f"  🗡 {current['name']} (q{current.get('quality','?')})")
    
    candidates = []
    for item in armory:
        stats = item.get('stats',{})
        if not usable(item): continue
        if slot_type == 'Mainhand':
            if not is_twohand_weapon(item): continue
            sfunc = score_weapon
        else:
            if stats.get('type') != 'Light Armor': continue
            # Match by slot type
            detected = detect_slot(item)
            if detected != slot_type: continue
            sfunc = score_armor
        candidates.append((sfunc(item), item))
    
    candidates.sort(key=lambda x: -x[0])
    
    for score, item in candidates[:5]:
        stats = item.get('stats',{})
        marker = ' ⬅ EQUIPPED' if item['name'] == current['name'] else ''
        if slot_type == 'Mainhand':
            print(f"  {score:7.1f} | {item['name']} ({item.get('quality','?')}){marker}")
            print(f"          Acc:{stats.get('Attack Accuracy','?')} CritDam:{stats.get('Attack Crit Damage','?')} STR:{stats.get('Strength','?')} B:{stats.get('burden','?')}")
        else:
            print(f"  {score:7.1f} | {item['name']} (q{item.get('quality','?')}) | Lv{stats.get('level','?')}{marker}")
            print(f"          PMit:{stats.get('Physical Mitigation','?')} Evade:{stats.get('Evade','?')} STR:{stats.get('Strength','?')} B:{stats.get('burden','?')}")

print("\n" + "=" * 70)
print("🏆 UPGRADE RECOMMENDATIONS")
print("=" * 70)
for slot_type in ['Mainhand', 'Head', 'Body', 'Hands', 'Legs', 'Feet']:
    current = slot_map.get(slot_type)
    if not current: continue
    candidates = []
    for item in armory:
        stats = item.get('stats',{})
        if not stats.get('type'): continue
        if not usable(item): continue
        if slot_type == 'Mainhand':
            if not is_twohand_weapon(item): continue
        else:
            if stats['type'] != 'Light Armor': continue
            if detect_slot(item) != slot_type: continue
        sfunc = score_weapon if slot_type == 'Mainhand' else score_armor
        candidates.append((sfunc(item), item))
    candidates.sort(key=lambda x: -x[0])
    if not candidates: continue
    top = candidates[0]
    if top[1]['name'] != current['name']:
        print(f"\n❌ {slot_type}: {current['name']}")
        print(f"✅ → {top[1]['name']} (q{top[1].get('quality','?')}, score {top[0]:.1f})")
    else:
        print(f"\n✅ {slot_type}: {current['name']} — already best (score {top[0]:.1f})")