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"""
Cara Master Index Dataset Explorer CLI Tool
Zero External Dependencies (Runs on standard Python 3.7+ across Windows, macOS, Linux).
"""
import sys
import os
import re
import json
import sqlite3
import argparse
from urllib.parse import urlparse
from collections import Counter
# Dynamic discovery of catalog.db (100% portable & anonymous)
DB_CANDIDATE_PATHS = [
"catalog.db",
os.path.join(os.path.dirname(os.path.abspath(__file__)), "catalog.db"),
"../catalog.db",
]
COMMON_PLACEHOLDERS = [
"username",
"<username>",
"your_username",
"yourname",
"your_name",
"handle",
"<handle>",
"artist",
"<artist>"
]
def find_database() -> str:
"""Auto-detects catalog.db location dynamically."""
for path in DB_CANDIDATE_PATHS:
if os.path.exists(path) and os.path.getsize(path) > 1000000:
return path
return None
def get_db_connection():
"""Connects to catalog.db with clean error guidance if missing."""
db_path = find_database()
if not db_path:
print("\n" + "=" * 80)
print("❌ DATABASE NOT FOUND: 'catalog.db'")
print("=" * 80)
print("Please make sure 'catalog.db' is located in the same folder as this script!")
print(f"Current working directory: {os.getcwd()}")
print("=" * 80 + "\n")
sys.exit(1)
try:
conn = sqlite3.connect(db_path)
conn.row_factory = sqlite3.Row
return conn
except Exception as e:
print(f"\n❌ Error opening database: {e}\n")
sys.exit(1)
def sanitize_username(input_str: str) -> str:
"""Cleans artist handle input."""
if not input_str:
return ""
cleaned = input_str.strip().lstrip("<").rstrip(">").strip()
if "cara.app" in cleaned or "http" in cleaned:
path = urlparse(cleaned).path.strip("/")
parts = path.split("/")
if len(parts) > 0 and parts[0] not in ["post", "search", "explore"]:
cleaned = parts[0]
elif len(parts) > 1 and parts[0] == "user":
cleaned = parts[1]
return cleaned.lstrip("@").strip()
def sanitize_post_id(input_str: str) -> str:
"""Cleans post input and extracts UUID."""
if not input_str:
return ""
cleaned = input_str.strip().lstrip("<").rstrip(">").strip()
uuid_match = re.search(r'[0-9a-fA-F]{8}-[0-9a-fA-F]{4}-[0-9a-fA-F]{4}-[0-9a-fA-F]{4}-[0-9a-fA-F]{12}', cleaned)
if uuid_match:
return uuid_match.group(0).lower()
if "/" in cleaned:
cleaned = cleaned.split("/")[-1].split("?")[0]
return cleaned.strip()
def sanitize_art_query(input_str: str) -> str:
"""Extracts clean image hash / filename from CDN URL."""
if not input_str:
return ""
cleaned = input_str.strip().lstrip("<").rstrip(">").strip()
if "/" in cleaned:
cleaned = cleaned.split("/")[-1].split("?")[0]
return cleaned.strip()
def explore_user(username_raw: str, is_overview: bool = False):
"""
Explores all posts and artworks by an artist handle.
- is_overview=True: Shows stats and clean list of posts without image URLs.
- is_overview=False: Shows full breakdown with every master slide and thumbnail URL.
"""
username = sanitize_username(username_raw)
if username.lower() in [p.lower() for p in COMMON_PLACEHOLDERS]:
print("\n" + "=" * 80)
print(f"😅 I doubt your account is named '{username}' — did you forget to type your own name?")
print("Example: python tool.py --user mayonnaisejar1446 --overview")
print("=" * 80 + "\n")
return
if not username:
print("\n⚠️ Please specify an artist handle (e.g. 'python tool.py --user mayonnaisejar1446')\n")
return
conn = get_db_connection()
cur = conn.cursor()
# 1. Fetch Posts from artworks table
cur.execute("""
SELECT post_id, cdn_url as cover_url, created_at
FROM artworks
WHERE author_slug = ? COLLATE NOCASE
ORDER BY created_at DESC;
""", (username,))
posts = cur.fetchall()
if not posts:
cur.execute("SELECT DISTINCT author_slug FROM master_artworks_12m WHERE author_slug = ? COLLATE NOCASE;", (username,))
found_slug = cur.fetchone()
if not found_slug:
print("\n" + "=" * 80)
print(f"❌ Artist '@{username}' was not found in the database.")
print("Tip: Double-check the exact handle as it appears in the artist's Cara profile URL.")
print("=" * 80 + "\n")
conn.close()
return
# 2. Fetch Master Artworks
cur.execute("""
SELECT post_id, slide_number, title, cdn_url, width, height, created_at
FROM master_artworks_12m
WHERE author_slug = ? COLLATE NOCASE
ORDER BY post_id, slide_number;
""", (username,))
artworks = cur.fetchall()
# 3. Fetch Post Metadata
cur.execute("""
SELECT post_id, author_name, title, content, softwares, tags, created_at
FROM post_metadata
WHERE author_slug = ? COLLATE NOCASE;
""", (username,))
meta_rows = {r["post_id"]: r for r in cur.fetchall()}
post_artworks = {}
for art in artworks:
post_artworks.setdefault(art["post_id"], []).append(art)
# Aggregate stats
display_name = None
all_softwares = []
all_tags = []
all_dates = []
for pid, meta in meta_rows.items():
if meta["author_name"] and not display_name:
display_name = meta["author_name"]
if meta["created_at"]:
all_dates.append(meta["created_at"][:10])
try:
sw = json.loads(meta["softwares"])
if isinstance(sw, list):
all_softwares.extend(sw)
except Exception:
pass
try:
tg = json.loads(meta["tags"])
if isinstance(tg, list):
all_tags.extend(tg)
except Exception:
pass
top_software = [s for s, _ in Counter(all_softwares).most_common(5)]
top_tags = [t for t, _ in Counter(all_tags).most_common(8)]
date_range = f"{min(all_dates)} to {max(all_dates)}" if all_dates else "N/A"
name_header = f"@{username}" + (f" ({display_name})" if display_name else "")
print("\n" + "=" * 80)
print(f"👤 ARTIST SUMMARY: {name_header}")
print("=" * 80)
print(f"📊 Total Posts (Cover Thumbnails): {len(posts):,}")
print(f"🖼️ Total Master Artworks (Full-Res): {len(artworks):,}")
if top_software:
print(f"💻 Primary Software: {', '.join(top_software)}")
if top_tags:
print(f"🏷️ Top Tags: {', '.join(top_tags)}")
if all_dates:
print(f"📅 Activity Span: {date_range}")
print(f"🔗 Profile Link: https://cara.app/{username}")
print("=" * 80)
if is_overview:
print(f"📋 POSTS OVERVIEW ({len(posts)} posts): [Tip: Omit --overview to view all image links]")
print("-" * 80)
for idx, p in enumerate(posts, 1):
pid = p["post_id"]
arts = post_artworks.get(pid, [])
meta = meta_rows.get(pid)
title = "Untitled"
if meta and meta["title"] and meta["title"].strip():
title = meta["title"].strip()
elif arts and arts[0]["title"] and arts[0]["title"].strip():
title = arts[0]["title"].strip()
date_str = p["created_at"][:10] if p["created_at"] else "Unknown"
slides_info = f"{len(arts)} master slide(s)" if arts else "1 cover image"
print(f"[{idx}] 📌 {title} ({date_str}) | {slides_info}")
print(f" 🔗 https://cara.app/post/{pid}")
else:
print("📋 DETAILED POSTS & ARTWORK LINKS:")
print("-" * 80)
for idx, p in enumerate(posts, 1):
pid = p["post_id"]
arts = post_artworks.get(pid, [])
meta = meta_rows.get(pid)
title = "Untitled"
if meta and meta["title"] and meta["title"].strip():
title = meta["title"].strip()
elif arts and arts[0]["title"] and arts[0]["title"].strip():
title = arts[0]["title"].strip()
date_str = p["created_at"][:10] if p["created_at"] else "Unknown"
print(f"\n[{idx}] 📌 {title} ({date_str})")
print(f" 🔗 Post: https://cara.app/post/{pid}")
if p["cover_url"]:
print(f" 🖼️ Thumbnail: {p['cover_url']}")
if arts:
for a in arts:
res = f"[{a['width']}x{a['height']}]" if a['width'] and a['height'] else "[Full-Res]"
print(f" • Slide {a['slide_number']} {res}: {a['cdn_url']}")
print("\n" + "=" * 80 + "\n")
conn.close()
def explore_post(post_raw: str):
"""Explores a post by URL or UUID."""
post_id = sanitize_post_id(post_raw)
if not post_id or post_id.lower() in ["post url", "<post url>", "post_id", "<post_id>"]:
print("\n" + "=" * 80)
print("😅 Did you copy '<Post url>' literally from the README?")
print("Example: python tool.py --post https://cara.app/post/5aac58cb-c33f-4622-9199-d6531e8f47f8")
print("=" * 80 + "\n")
return
conn = get_db_connection()
cur = conn.cursor()
cur.execute("""
SELECT id, post_id, author_slug, slide_number, title, cdn_url, width, height, created_at
FROM master_artworks_12m
WHERE post_id = ?
ORDER BY slide_number;
""", (post_id,))
slides = cur.fetchall()
cur.execute("SELECT cdn_url FROM artworks WHERE post_id = ?;", (post_id,))
cover_row = cur.fetchone()
cover_url = cover_row["cdn_url"] if cover_row else None
if not slides and not cover_url:
print("\n" + "=" * 80)
print(f"❌ Post ID '{post_id}' was not found in the master catalog.")
print("=" * 80 + "\n")
conn.close()
return
cur.execute("SELECT * FROM post_metadata WHERE post_id = ?;", (post_id,))
meta = cur.fetchone()
author = slides[0]["author_slug"] if slides else (meta["author_slug"] if meta else "unknown")
title = (slides[0]["title"] if slides and slides[0]["title"] else None) or (meta["title"] if meta and meta["title"] else "Untitled")
print("\n" + "=" * 80)
print(f"📌 POST ID: {post_id}")
print(f"👤 ARTIST: @{author} (https://cara.app/{author})")
print(f"🎨 TITLE: {title}")
print(f"🔗 WEB LINK: https://cara.app/post/{post_id}")
if cover_url:
print(f"🖼️ THUMBNAIL: {cover_url}")
if meta:
try:
tags = json.loads(meta["tags"])
softwares = json.loads(meta["softwares"])
if softwares:
print(f"💻 SOFTWARE: {softwares}")
if tags:
print(f"🏷️ TAGS: {tags}")
if meta["content"]:
print(f"\n📝 POST BODY:\n{meta['content'].strip()}")
except Exception:
pass
if slides:
print("\n🖼️ MASTER ARTWORKS (" + str(len(slides)) + " slide(s)):")
print("-" * 80)
for s in slides:
res = f"{s['width']}x{s['height']}" if s['width'] and s['height'] else "Full-Res"
print(f" • Slide {s['slide_number']} [{res}]: {s['cdn_url']}")
print("=" * 80 + "\n")
conn.close()
def explore_artwork(art_raw: str):
"""Reverse traces an artwork CDN link or image filename back to its post and creator."""
raw_clean = art_raw.strip().lstrip("<").rstrip(">").strip()
art_hash = sanitize_art_query(raw_clean)
if not art_hash or art_hash.lower() in ["cdn url", "<cdn url>", "cdn_url", "<cdn_url>"]:
print("\n" + "=" * 80)
print("😅 Did you copy '<CDN url>' literally from the README?")
print("Example: python tool.py --art otawrou-8L8tjCPtnNl1TStnB3Psu-0000-00091.gif")
print("=" * 80 + "\n")
return
conn = get_db_connection()
cur = conn.cursor()
# Fast Path 1: Exact URL match
cur.execute("SELECT post_id, author_slug, slide_number, title, cdn_url, width, height, created_at FROM master_artworks_12m WHERE cdn_url = ?;", (raw_clean,))
match = cur.fetchone()
# Fast Path 2: Exact Filename match
if not match:
cur.execute("SELECT post_id, author_slug, slide_number, title, cdn_url, width, height, created_at FROM master_artworks_12m WHERE cdn_url LIKE ?;", (f"https://cdn.cara.app/production/posts/%/{art_hash}",))
match = cur.fetchone()
# Fallback Path 3: Substring search
if not match:
cur.execute("SELECT post_id, author_slug, slide_number, title, cdn_url, width, height, created_at FROM master_artworks_12m WHERE cdn_url LIKE ?;", (f"%{art_hash}%",))
match = cur.fetchone()
# Fallback Path 4: Check cover thumbnails in artworks
if not match:
cur.execute("SELECT post_id, author_slug, cdn_url, created_at FROM artworks WHERE cdn_url LIKE ?;", (f"%{art_hash}%",))
cover_match = cur.fetchone()
if cover_match:
print("\n" + "=" * 80)
print("🔍 REVERSE ARTWORK TRACER (Feed Cover Thumbnail)")
print("=" * 80)
print(f"🖼️ Thumbnail: {cover_match['cdn_url']}")
print(f"📌 Post ID: {cover_match['post_id']}")
print(f"👤 Creator: @{cover_match['author_slug']} (https://cara.app/{cover_match['author_slug']})")
print(f"🔗 Direct Web: https://cara.app/post/{cover_match['post_id']}")
print("=" * 80 + "\n")
conn.close()
return
if not match:
print("\n" + "=" * 80)
print(f"❌ Artwork image '{art_hash}' was not found in the database.")
print("=" * 80 + "\n")
conn.close()
return
pid = match["post_id"]
cur.execute("SELECT * FROM post_metadata WHERE post_id = ?;", (pid,))
meta = cur.fetchone()
print("\n" + "=" * 80)
print("🔍 REVERSE ARTWORK TRACER (Master Full-Res Artwork)")
print("=" * 80)
print(f"🖼️ Image Link: {match['cdn_url']}")
print(f"📐 Resolution: {match['width']}x{match['height']} (Slide {match['slide_number']})")
print(f"📌 Post ID: {match['post_id']}")
print(f"👤 Creator: @{match['author_slug']} (https://cara.app/{match['author_slug']})")
print(f"🎨 Title: {match['title'] or 'Untitled'}")
print(f"📅 Upload Date: {match['created_at']}")
print(f"🔗 Direct Web: https://cara.app/post/{match['post_id']}")
if meta:
try:
tags = json.loads(meta["tags"])
if tags:
print(f"🏷️ Post Tags: {tags[:6]}")
except Exception:
pass
print("=" * 80 + "\n")
conn.close()
def interactive_menu():
"""Interactive CLI menu when run with zero arguments."""
print("\n" + "=" * 80)
print("🎨 CARA MASTER INDEX DATASET EXPLORER")
print("=" * 80)
print("Choose an option:")
print(" 1. Look up an Artist / Username (Summary Overview)")
print(" 2. Look up an Artist / Username (Full Artwork Links)")
print(" 3. Look up a Post Link / Post UUID")
print(" 4. Reverse Trace an Artwork CDN Image URL")
print(" 5. Exit")
print("=" * 80)
choice = input("\nEnter choice (1-5): ").strip()
if choice == "1":
user_input = input("Enter username or profile URL: ").strip()
explore_user(user_input, is_overview=True)
elif choice == "2":
user_input = input("Enter username or profile URL: ").strip()
explore_user(user_input, is_overview=False)
elif choice == "3":
post_input = input("Enter post URL or UUID: ").strip()
explore_post(post_input)
elif choice == "4":
art_input = input("Enter CDN URL or image filename: ").strip()
explore_artwork(art_input)
elif choice == "5" or choice.lower() in ["q", "exit", "quit"]:
print("Goodbye!")
sys.exit(0)
else:
print("Invalid choice. Exiting.")
def main():
parser = argparse.ArgumentParser(description="Cara Master Index Dataset CLI Tool")
parser.add_argument("--user", help="Query creator handle (e.g. --user alex123)")
parser.add_argument("--overview", action="store_true", help="Clean summary overview (disables showing image links)")
parser.add_argument("--post", help="Query post metadata, lore & gallery (e.g. --post https://cara.app/post/...)")
parser.add_argument("--art", help="Reverse trace an image CDN link back to creator & post")
if len(sys.argv) == 1:
interactive_menu()
return
args = parser.parse_args()
if args.user:
explore_user(args.user, is_overview=args.overview)
elif args.post:
explore_post(args.post)
elif args.art:
explore_artwork(args.art)
else:
interactive_menu()
if __name__ == "__main__":
main()
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