1#!/usr/bin/env python3
2"""
3Sync colors.csv and ui-reasoning.csv with the updated products.csv (161 entries).
4- Remove deleted product types
5- Rename mismatched entries
6- Add new entries for missing product types
7- Keep colors.csv aligned 1:1 with products.csv
8- Renumber everything
9"""
10import csv, os, json
11 
12BASE = os.path.dirname(os.path.abspath(__file__))
13 
14# ─── Color derivation helpers ────────────────────────────────────────────────
15def h2r(h):
16    h = h.lstrip("#")
17    return tuple(int(h[i:i+2], 16) for i in (0, 2, 4))
18 
19def r2h(r, g, b):
20    return f"#{max(0,min(255,int(r))):02X}{max(0,min(255,int(g))):02X}{max(0,min(255,int(b))):02X}"
21 
22def lum(h):
23    r, g, b = [x/255.0 for x in h2r(h)]
24    r, g, b = [(x/12.92 if x<=0.03928 else ((x+0.055)/1.055)**2.4) for x in (r, g, b)]
25    return 0.2126*r + 0.7152*g + 0.0722*b
26 
27def is_dark(bg):
28    return lum(bg) < 0.18
29 
30def on_color(bg):
31    return "#FFFFFF" if lum(bg) < 0.4 else "#0F172A"
32 
33def blend(a, b, f=0.15):
34    ra, ga, ba = h2r(a)
35    rb, gb, bb = h2r(b)
36    return r2h(ra+(rb-ra)*f, ga+(gb-ga)*f, ba+(bb-ba)*f)
37 
38def shift(h, n):
39    r, g, b = h2r(h)
40    return r2h(r+n, g+n, b+n)
41 
42def derive_row(pt, pri, sec, acc, bg, notes=""):
43    """Generate full 16-token color row from 4 base colors."""
44    dark = is_dark(bg)
45    fg = "#FFFFFF" if dark else "#0F172A"
46    on_pri = on_color(pri)
47    on_sec = on_color(sec)
48    on_acc = on_color(acc)
49    card = shift(bg, 10) if dark else "#FFFFFF"
50    card_fg = "#FFFFFF" if dark else "#0F172A"
51    muted = blend(bg, pri, 0.08) if dark else blend("#FFFFFF", pri, 0.06)
52    muted_fg = "#94A3B8" if dark else "#64748B"
53    border = f"rgba(255,255,255,0.08)" if dark else blend("#FFFFFF", pri, 0.12)
54    destr = "#DC2626"
55    on_destr = "#FFFFFF"
56    ring = pri
57    return [pt, pri, on_pri, sec, on_sec, acc, on_acc, bg, fg, card, card_fg, muted, muted_fg, border, destr, on_destr, ring, notes]
58 
59# ─── Rename maps ─────────────────────────────────────────────────────────────
60COLOR_RENAMES = {
61    "Quantum Computing": "Quantum Computing Interface",
62    "Biohacking / Longevity": "Biohacking / Longevity App",
63    "Autonomous Systems": "Autonomous Drone Fleet Manager",
64    "Generative AI Art": "Generative Art Platform",
65    "Spatial / Vision OS": "Spatial Computing OS / App",
66    "Climate Tech": "Sustainable Energy / Climate Tech",
67}
68UI_RENAMES = {
69    "Architecture/Interior": "Architecture / Interior",
70    "Autonomous Drone Fleet": "Autonomous Drone Fleet Manager",
71    "B2B SaaS Enterprise": "B2B Service",
72    "Biohacking/Longevity App": "Biohacking / Longevity App",
73    "Biotech/Life Sciences": "Biotech / Life Sciences",
74    "Developer Tool/IDE": "Developer Tool / IDE",
75    "Education": "Educational App",
76    "Fintech (Banking)": "Fintech/Crypto",
77    "Government/Public": "Government/Public Service",
78    "Home Services": "Home Services (Plumber/Electrician)",
79    "Micro-Credentials/Badges": "Micro-Credentials/Badges Platform",
80    "Music/Entertainment": "Music Streaming",
81    "Quantum Computing": "Quantum Computing Interface",
82    "Real Estate": "Real Estate/Property",
83    "Remote Work/Collaboration": "Remote Work/Collaboration Tool",
84    "Restaurant/Food": "Restaurant/Food Service",
85    "SaaS Dashboard": "Analytics Dashboard",
86    "Space Tech/Aerospace": "Space Tech / Aerospace",
87    "Spatial Computing OS": "Spatial Computing OS / App",
88    "Startup Landing": "Micro SaaS",
89    "Sustainable Energy/Climate": "Sustainable Energy / Climate Tech",
90    "Travel/Tourism": "Travel/Tourism Agency",
91    "Wellness/Mental Health": "Mental Health App",
92}
93 
94REMOVE_TYPES = {
95    "Service Landing Page", "Sustainability/ESG Platform",
96    "Cleaning Service", "Coffee Shop",
97    "Consulting Firm", "Conference/Webinar Platform",
98}
99 
100# ─── New color definitions: (primary, secondary, accent, bg, notes) ──────────
101# Grouped by category for clarity. Each tuple generates a full 16-token row.
102NEW_COLORS = {
103    # ── Old #97-#116 that never got colors ──
104    "Todo & Task Manager":         ("#2563EB","#3B82F6","#059669","#F8FAFC","Functional blue + progress green"),
105    "Personal Finance Tracker":    ("#1E40AF","#3B82F6","#059669","#0F172A","Trust blue + profit green on dark"),
106    "Chat & Messaging App":        ("#2563EB","#6366F1","#059669","#FFFFFF","Messenger blue + online green"),
107    "Notes & Writing App":         ("#78716C","#A8A29E","#D97706","#FFFBEB","Warm ink + amber accent on cream"),
108    "Habit Tracker":               ("#D97706","#F59E0B","#059669","#FFFBEB","Streak amber + habit green"),
109    "Food Delivery / On-Demand":   ("#EA580C","#F97316","#2563EB","#FFF7ED","Appetizing orange + trust blue"),
110    "Ride Hailing / Transportation":("#1E293B","#334155","#2563EB","#0F172A","Map dark + route blue"),
111    "Recipe & Cooking App":        ("#9A3412","#C2410C","#059669","#FFFBEB","Warm terracotta + fresh green"),
112    "Meditation & Mindfulness":    ("#7C3AED","#8B5CF6","#059669","#FAF5FF","Calm lavender + mindful green"),
113    "Weather App":                 ("#0284C7","#0EA5E9","#F59E0B","#F0F9FF","Sky blue + sun amber"),
114    "Diary & Journal App":         ("#92400E","#A16207","#6366F1","#FFFBEB","Warm journal brown + ink violet"),
115    "CRM & Client Management":     ("#2563EB","#3B82F6","#059669","#F8FAFC","Professional blue + deal green"),
116    "Inventory & Stock Management":("#334155","#475569","#059669","#F8FAFC","Industrial slate + stock green"),
117    "Flashcard & Study Tool":      ("#7C3AED","#8B5CF6","#059669","#FAF5FF","Study purple + correct green"),
118    "Booking & Appointment App":   ("#0284C7","#0EA5E9","#059669","#F0F9FF","Calendar blue + available green"),
119    "Invoice & Billing Tool":      ("#1E3A5F","#2563EB","#059669","#F8FAFC","Navy professional + paid green"),
120    "Grocery & Shopping List":     ("#059669","#10B981","#D97706","#ECFDF5","Fresh green + food amber"),
121    "Timer & Pomodoro":            ("#DC2626","#EF4444","#059669","#0F172A","Focus red on dark + break green"),
122    "Parenting & Baby Tracker":    ("#EC4899","#F472B6","#0284C7","#FDF2F8","Soft pink + trust blue"),
123    "Scanner & Document Manager":  ("#1E293B","#334155","#2563EB","#F8FAFC","Document grey + scan blue"),
124    # ── A. Utility / Productivity ──
125    "Calendar & Scheduling App":   ("#2563EB","#3B82F6","#059669","#F8FAFC","Calendar blue + event green"),
126    "Password Manager":            ("#1E3A5F","#334155","#059669","#0F172A","Vault dark blue + secure green"),
127    "Expense Splitter / Bill Split":("#059669","#10B981","#DC2626","#F8FAFC","Balance green + owe red"),
128    "Voice Recorder & Memo":       ("#DC2626","#EF4444","#2563EB","#FFFFFF","Recording red + waveform blue"),
129    "Bookmark & Read-Later":       ("#D97706","#F59E0B","#2563EB","#FFFBEB","Warm amber + link blue"),
130    "Translator App":              ("#2563EB","#0891B2","#EA580C","#F8FAFC","Global blue + teal + accent orange"),
131    "Calculator & Unit Converter": ("#EA580C","#F97316","#2563EB","#1C1917","Operation orange on dark"),
132    "Alarm & World Clock":         ("#D97706","#F59E0B","#6366F1","#0F172A","Time amber + night indigo on dark"),
133    "File Manager & Transfer":     ("#2563EB","#3B82F6","#D97706","#F8FAFC","Folder blue + file amber"),
134    "Email Client":                ("#2563EB","#3B82F6","#DC2626","#FFFFFF","Inbox blue + priority red"),
135    # ── B. Games ──
136    "Casual Puzzle Game":          ("#EC4899","#8B5CF6","#F59E0B","#FDF2F8","Cheerful pink + reward gold"),
137    "Trivia & Quiz Game":          ("#2563EB","#7C3AED","#F59E0B","#EFF6FF","Quiz blue + gold leaderboard"),
138    "Card & Board Game":           ("#15803D","#166534","#D97706","#0F172A","Felt green + gold on dark"),
139    "Idle & Clicker Game":         ("#D97706","#F59E0B","#7C3AED","#FFFBEB","Coin gold + prestige purple"),
140    "Word & Crossword Game":       ("#15803D","#059669","#D97706","#FFFFFF","Word green + letter amber"),
141    "Arcade & Retro Game":         ("#DC2626","#2563EB","#22C55E","#0F172A","Neon red+blue on dark + score green"),
142    # ── C. Creator Tools ──
143    "Photo Editor & Filters":      ("#7C3AED","#6366F1","#0891B2","#0F172A","Editor violet + filter cyan on dark"),
144    "Short Video Editor":          ("#EC4899","#DB2777","#2563EB","#0F172A","Video pink on dark + timeline blue"),
145    "Drawing & Sketching Canvas":  ("#7C3AED","#8B5CF6","#0891B2","#1C1917","Canvas purple + tool teal on dark"),
146    "Music Creation & Beat Maker": ("#7C3AED","#6366F1","#22C55E","#0F172A","Studio purple + waveform green on dark"),
147    "Meme & Sticker Maker":        ("#EC4899","#F59E0B","#2563EB","#FFFFFF","Viral pink + comedy yellow + share blue"),
148    "AI Photo & Avatar Generator": ("#7C3AED","#6366F1","#EC4899","#FAF5FF","AI purple + generation pink"),
149    "Link-in-Bio Page Builder":    ("#2563EB","#7C3AED","#EC4899","#FFFFFF","Brand blue + creator purple"),
150    # ── D. Personal Life ──
151    "Wardrobe & Outfit Planner":   ("#BE185D","#EC4899","#D97706","#FDF2F8","Fashion rose + gold accent"),
152    "Plant Care Tracker":          ("#15803D","#059669","#D97706","#F0FDF4","Nature green + sun yellow"),
153    "Book & Reading Tracker":      ("#78716C","#92400E","#D97706","#FFFBEB","Book brown + page amber"),
154    "Couple & Relationship App":   ("#BE185D","#EC4899","#DC2626","#FDF2F8","Romance rose + love red"),
155    "Family Calendar & Chores":    ("#2563EB","#059669","#D97706","#F8FAFC","Family blue + chore green"),
156    "Mood Tracker":                ("#7C3AED","#6366F1","#D97706","#FAF5FF","Mood purple + insight amber"),
157    "Gift & Wishlist":             ("#DC2626","#D97706","#EC4899","#FFF1F2","Gift red + gold + surprise pink"),
158    # ── E. Health ──
159    "Running & Cycling GPS":       ("#EA580C","#F97316","#059669","#0F172A","Energetic orange + pace green on dark"),
160    "Yoga & Stretching Guide":     ("#6B7280","#78716C","#0891B2","#F5F5F0","Sage neutral + calm teal"),
161    "Sleep Tracker":               ("#4338CA","#6366F1","#7C3AED","#0F172A","Night indigo + dream violet on dark"),
162    "Calorie & Nutrition Counter": ("#059669","#10B981","#EA580C","#ECFDF5","Healthy green + macro orange"),
163    "Period & Cycle Tracker":      ("#BE185D","#EC4899","#7C3AED","#FDF2F8","Blush rose + fertility lavender"),
164    "Medication & Pill Reminder":  ("#0284C7","#0891B2","#DC2626","#F0F9FF","Medical blue + alert red"),
165    "Water & Hydration Reminder":  ("#0284C7","#06B6D4","#0891B2","#F0F9FF","Refreshing blue + water cyan"),
166    "Fasting & Intermittent Timer":("#6366F1","#4338CA","#059669","#0F172A","Fasting indigo on dark + eating green"),
167    # ── F. Social ──
168    "Anonymous Community / Confession":("#475569","#334155","#0891B2","#0F172A","Protective grey + subtle teal on dark"),
169    "Local Events & Discovery":    ("#EA580C","#F97316","#2563EB","#FFF7ED","Event orange + map blue"),
170    "Study Together / Virtual Coworking":("#2563EB","#3B82F6","#059669","#F8FAFC","Focus blue + session green"),
171    # ── G. Education ──
172    "Coding Challenge & Practice": ("#22C55E","#059669","#D97706","#0F172A","Code green + difficulty amber on dark"),
173    "Kids Learning (ABC & Math)":  ("#2563EB","#F59E0B","#EC4899","#EFF6FF","Learning blue + play yellow + fun pink"),
174    "Music Instrument Learning":   ("#DC2626","#9A3412","#D97706","#FFFBEB","Musical red + warm amber"),
175    # ── H. Transport ──
176    "Parking Finder":              ("#2563EB","#059669","#DC2626","#F0F9FF","Available blue/green + occupied red"),
177    "Public Transit Guide":        ("#2563EB","#0891B2","#EA580C","#F8FAFC","Transit blue + line colors"),
178    "Road Trip Planner":           ("#EA580C","#0891B2","#D97706","#FFF7ED","Adventure orange + map teal"),
179    # ── I. Safety & Lifestyle ──
180    "VPN & Privacy Tool":          ("#1E3A5F","#334155","#22C55E","#0F172A","Shield dark + connected green"),
181    "Emergency SOS & Safety":      ("#DC2626","#EF4444","#2563EB","#FFF1F2","Alert red + safety blue"),
182    "Wallpaper & Theme App":       ("#7C3AED","#EC4899","#2563EB","#FAF5FF","Aesthetic purple + trending pink"),
183    "White Noise & Ambient Sound": ("#475569","#334155","#4338CA","#0F172A","Ambient grey + deep indigo on dark"),
184    "Home Decoration & Interior Design":("#78716C","#A8A29E","#D97706","#FAF5F2","Interior warm grey + gold accent"),
185}
186 
187# ─── 1. REBUILD colors.csv ───────────────────────────────────────────────────
188def rebuild_colors():
189    src = os.path.join(BASE, "colors.csv")
190    with open(src, newline="", encoding="utf-8") as f:
191        reader = csv.DictReader(f)
192        headers = reader.fieldnames
193        existing = list(reader)
194 
195    # Build lookup: Product Type -> row data
196    color_map = {}
197    for row in existing:
198        pt = row.get("Product Type", "").strip()
199        if not pt:
200            continue
201        # Remove deleted types
202        if pt in REMOVE_TYPES:
203            print(f"  [colors] REMOVE: {pt}")
204            continue
205        # Rename mismatched types
206        if pt in COLOR_RENAMES:
207            new_name = COLOR_RENAMES[pt]
208            print(f"  [colors] RENAME: {pt} → {new_name}")
209            row["Product Type"] = new_name
210            pt = new_name
211        color_map[pt] = row
212 
213    # Read products.csv to get the correct order
214    with open(os.path.join(BASE, "products.csv"), newline="", encoding="utf-8") as f:
215        products = list(csv.DictReader(f))
216 
217    # Build final rows in products.csv order
218    final_rows = []
219    added = 0
220    for i, prod in enumerate(products, 1):
221        pt = prod["Product Type"]
222        if pt in color_map:
223            row = color_map[pt]
224            row["No"] = str(i)
225            final_rows.append(row)
226        elif pt in NEW_COLORS:
227            pri, sec, acc, bg, notes = NEW_COLORS[pt]
228            new_row = derive_row(pt, pri, sec, acc, bg, notes)
229            d = dict(zip(headers, [str(i)] + new_row))
230            final_rows.append(d)
231            added += 1
232        else:
233            print(f"  [colors] WARNING: No color data for '{pt}' - using defaults")
234            new_row = derive_row(pt, "#2563EB", "#3B82F6", "#059669", "#F8FAFC", "Auto-generated default")
235            d = dict(zip(headers, [str(i)] + new_row))
236            final_rows.append(d)
237            added += 1
238 
239    # Write
240    with open(src, "w", newline="", encoding="utf-8") as f:
241        writer = csv.DictWriter(f, fieldnames=headers)
242        writer.writeheader()
243        writer.writerows(final_rows)
244 
245    product_count = len(products)
246    print(f"\n  ✅ colors.csv: {len(final_rows)} rows ({product_count} products)")
247    print(f"     Added: {added} new color rows")
248 
249# ─── 2. REBUILD ui-reasoning.csv ─────────────────────────────────────────────
250def derive_ui_reasoning(prod):
251    """Generate ui-reasoning row from products.csv row."""
252    pt = prod["Product Type"]
253    style = prod.get("Primary Style Recommendation", "")
254    landing = prod.get("Landing Page Pattern", "")
255    color_focus = prod.get("Color Palette Focus", "")
256    considerations = prod.get("Key Considerations", "")
257    keywords = prod.get("Keywords", "")
258 
259    # Typography mood derived from style
260    typo_map = {
261        "Minimalism": "Professional + Clean hierarchy",
262        "Glassmorphism": "Modern + Clear hierarchy",
263        "Brutalism": "Bold + Oversized + Monospace",
264        "Claymorphism": "Playful + Rounded + Friendly",
265        "Dark Mode": "High contrast + Light on dark",
266        "Neumorphism": "Subtle + Soft + Monochromatic",
267        "Flat Design": "Bold + Clean + Sans-serif",
268        "Vibrant": "Energetic + Bold + Large",
269        "Aurora": "Elegant + Gradient-friendly",
270        "AI-Native": "Conversational + Minimal chrome",
271        "Organic": "Warm + Humanist + Natural",
272        "Motion": "Dynamic + Hierarchy-shifting",
273        "Accessible": "Large + High contrast + Clear",
274        "Soft UI": "Modern + Accessible + Balanced",
275        "Trust": "Professional + Serif accents",
276        "Swiss": "Grid-based + Mathematical + Helvetica",
277        "3D": "Immersive + Spatial + Variable",
278        "Retro": "Nostalgic + Monospace + Neon",
279        "Cyberpunk": "Terminal + Monospace + Neon",
280        "Pixel": "Retro + Blocky + 8-bit",
281    }
282    typo_mood = "Professional + Clear hierarchy"
283    for key, val in typo_map.items():
284        if key.lower() in style.lower():
285            typo_mood = val
286            break
287 
288    # Key effects from style
289    eff_map = {
290        "Glassmorphism": "Backdrop blur (10-20px) + Translucent overlays",
291        "Neumorphism": "Dual shadows (light+dark) + Soft press 150ms",
292        "Claymorphism": "Multi-layer shadows + Spring bounce + Soft press 200ms",
293        "Brutalism": "No transitions + Hard borders + Instant feedback",
294        "Dark Mode": "Subtle glow + Neon accents + High contrast",
295        "Flat Design": "Color shift hover + Fast 150ms transitions + No shadows",
296        "Minimalism": "Subtle hover 200ms + Smooth transitions + Clean",
297        "Motion-Driven": "Scroll animations + Parallax + Page transitions",
298        "Micro-interactions": "Haptic feedback + Small 50-100ms animations",
299        "Vibrant": "Large section gaps 48px+ + Color shift hover + Scroll-snap",
300        "Aurora": "Flowing gradients 8-12s + Color morphing",
301        "AI-Native": "Typing indicator + Streaming text + Context reveal",
302        "Organic": "Rounded 16-24px + Natural shadows + Flowing SVG",
303        "Soft UI": "Improved shadows + Modern 200-300ms + Focus visible",
304        "3D": "WebGL/Three.js + Parallax 3-5 layers + Physics 300-400ms",
305        "Trust": "Clear focus rings + Badge hover + Metric pulse",
306        "Accessible": "Focus rings 3-4px + ARIA + Reduced motion",
307    }
308    key_effects = "Subtle hover (200ms) + Smooth transitions"
309    for key, val in eff_map.items():
310        if key.lower() in style.lower():
311            key_effects = val
312            break
313 
314    # Decision rules
315    rules = {}
316    if "dark" in style.lower() or "oled" in style.lower():
317        rules["if_light_mode_needed"] = "provide-theme-toggle"
318    if "glass" in style.lower():
319        rules["if_low_performance"] = "fallback-to-flat"
320    if "conversion" in landing.lower():
321        rules["if_conversion_focused"] = "add-urgency-colors"
322    if "social" in landing.lower():
323        rules["if_trust_needed"] = "add-testimonials"
324    if "data" in keywords.lower() or "dashboard" in keywords.lower():
325        rules["if_data_heavy"] = "prioritize-data-density"
326    if not rules:
327        rules["if_ux_focused"] = "prioritize-clarity"
328        rules["if_mobile"] = "optimize-touch-targets"
329 
330    # Anti-patterns
331    anti_patterns = []
332    if "minimalism" in style.lower() or "minimal" in style.lower():
333        anti_patterns.append("Excessive decoration")
334    if "dark" in style.lower():
335        anti_patterns.append("Pure white backgrounds")
336    if "flat" in style.lower():
337        anti_patterns.append("Complex shadows + 3D effects")
338    if "vibrant" in style.lower():
339        anti_patterns.append("Muted colors + Low energy")
340    if "accessible" in style.lower():
341        anti_patterns.append("Color-only indicators")
342    if not anti_patterns:
343        anti_patterns = ["Inconsistent styling", "Poor contrast ratios"]
344    anti_str = " + ".join(anti_patterns[:2])
345 
346    return {
347        "UI_Category": pt,
348        "Recommended_Pattern": landing,
349        "Style_Priority": style,
350        "Color_Mood": color_focus,
351        "Typography_Mood": typo_mood,
352        "Key_Effects": key_effects,
353        "Decision_Rules": json.dumps(rules),
354        "Anti_Patterns": anti_str,
355        "Severity": "HIGH"
356    }
357 
358 
359def rebuild_ui_reasoning():
360    src = os.path.join(BASE, "ui-reasoning.csv")
361    with open(src, newline="", encoding="utf-8") as f:
362        reader = csv.DictReader(f)
363        headers = reader.fieldnames
364        existing = list(reader)
365 
366    # Build lookup
367    ui_map = {}
368    for row in existing:
369        cat = row.get("UI_Category", "").strip()
370        if not cat:
371            continue
372        if cat in REMOVE_TYPES:
373            print(f"  [ui-reason] REMOVE: {cat}")
374            continue
375        if cat in UI_RENAMES:
376            new_name = UI_RENAMES[cat]
377            print(f"  [ui-reason] RENAME: {cat} → {new_name}")
378            row["UI_Category"] = new_name
379            cat = new_name
380        ui_map[cat] = row
381 
382    with open(os.path.join(BASE, "products.csv"), newline="", encoding="utf-8") as f:
383        products = list(csv.DictReader(f))
384 
385    final_rows = []
386    added = 0
387    for i, prod in enumerate(products, 1):
388        pt = prod["Product Type"]
389        if pt in ui_map:
390            row = ui_map[pt]
391            row["No"] = str(i)
392            final_rows.append(row)
393        else:
394            row = derive_ui_reasoning(prod)
395            row["No"] = str(i)
396            final_rows.append(row)
397            added += 1
398 
399    with open(src, "w", newline="", encoding="utf-8") as f:
400        writer = csv.DictWriter(f, fieldnames=headers)
401        writer.writeheader()
402        writer.writerows(final_rows)
403 
404    print(f"\n  ✅ ui-reasoning.csv: {len(final_rows)} rows")
405    print(f"     Added: {added} new reasoning rows")
406 
407 
408# ─── MAIN ────────────────────────────────────────────────────────────────────
409if __name__ == "__main__":
410    print("=== Rebuilding colors.csv ===")
411    rebuild_colors()
412    print("\n=== Rebuilding ui-reasoning.csv ===")
413    rebuild_ui_reasoning()
414    print("\n🎉 Done!")
415