novafarma/scripts/test_category_samples.py

#!/usr/bin/env python3
"""
🧪 CATEGORY TEST SAMPLES
Po 1 stvar iz vsake kategorije - kvalitetni check pred množično generacijo
"""

import os
import sys
import json
import time
import uuid
import requests
import subprocess
from pathlib import Path
from datetime import datetime

try:
    from rembg import remove
    from PIL import Image
except ImportError:
    os.system("pip3 install --user rembg pillow onnxruntime")
    from rembg import remove
    from PIL import Image

COMFYUI_URL = "http://127.0.0.1:8000"
OUTPUT_DIR = Path("/Users/davidkotnik/repos/novafarma/assets/images")
REPO_DIR = Path("/Users/davidkotnik/repos/novafarma")

STYLE = "2D indie game sprite, cartoon vector style, clean smooth outlines, full body visible, isolated on pure white background"
NEGATIVE = "pixel art, pixelated, 3d render, realistic photo, anime, blurry, watermark, text, green background"

# 🧪 TEST SAMPLES - Po 1 iz vsake kategorije (BREZ NPCs!)
TEST_SAMPLES = [
    # Živali
    ("zivali", "rabbit_white", "white rabbit animal, long ears, fluffy tail, cute, side view"),
    
    # Bosses
    ("bosses", "boss_dragon_ice", "Ice Dragon boss, massive blue dragon, frost breath, ice scales, menacing, full body"),
    
    # Items - Tool
    ("items", "tool_pickaxe_iron", "iron pickaxe tool, metal head, wooden handle, mining equipment"),
    
    # Items - Weapon
    ("items", "weapon_bow_wood", "wooden bow with arrow, hunting weapon, medieval style"),
    
    # Items - Magic
    ("items", "wand_lightning", "lightning magic wand, yellow crystal tip, electric sparks, glowing"),
    
    # Items - Potion
    ("items", "potion_mana", "mana potion, blue liquid in glass bottle, magical glow"),
    
    # Items - Food
    ("items", "food_bread", "bread loaf, fresh baked, brown crust, artisan style"),
    
    # Environment - Tree
    ("environment", "tree_pine", "pine tree, evergreen, cone shaped, forest tree, full tree"),
    
    # Environment - Object
    ("environment", "barrel_wood", "wooden storage barrel, medieval style, brown wood"),
    
    # Mutanti
    ("mutanti", "slime_purple", "purple poison slime monster, bouncing blob, toxic bubbles"),
]


def log(msg):
    ts = datetime.now().strftime("%H:%M:%S")
    print(f"[{ts}] {msg}")
    sys.stdout.flush()


def git_commit(file_path, category, name):
    try:
        rel_path = file_path.relative_to(REPO_DIR)
        subprocess.run(["git", "add", str(rel_path)], cwd=REPO_DIR, check=True, capture_output=True)
        subprocess.run(["git", "commit", "-m", f"🧪 Test sample: {category}/{name}"], cwd=REPO_DIR, check=True, capture_output=True)
        log(f"   📝 Committed")
        return True
    except:
        return False


def create_workflow(prompt_text, output_name, size=512):
    seed = int(time.time() * 1000) % 2147483647
    full_prompt = f"{STYLE}, {prompt_text}"
    
    return {
        "1": {"class_type": "CheckpointLoaderSimple", "inputs": {"ckpt_name": "dreamshaper_8.safetensors"}},
        "2": {"class_type": "EmptyLatentImage", "inputs": {"width": size, "height": size, "batch_size": 1}},
        "3": {"class_type": "CLIPTextEncode", "inputs": {"text": full_prompt, "clip": ["1", 1]}},
        "4": {"class_type": "CLIPTextEncode", "inputs": {"text": NEGATIVE, "clip": ["1", 1]}},
        "5": {
            "class_type": "KSampler",
            "inputs": {
                "seed": seed, "steps": 30, "cfg": 7.5,
                "sampler_name": "euler_ancestral", "scheduler": "karras",
                "denoise": 1.0, "model": ["1", 0],
                "positive": ["3", 0], "negative": ["4", 0], "latent_image": ["2", 0]
            }
        },
        "6": {"class_type": "VAEDecode", "inputs": {"samples": ["5", 0], "vae": ["1", 2]}},
        "7": {"class_type": "SaveImage", "inputs": {"filename_prefix": output_name, "images": ["6", 0]}}
    }


def queue_prompt(workflow):
    try:
        r = requests.post(f"{COMFYUI_URL}/prompt", json={"prompt": workflow, "client_id": f"test_{uuid.uuid4().hex[:8]}"}, timeout=10)
        return r.json().get("prompt_id")
    except Exception as e:
        log(f"❌ {e}")
        return None


def wait_completion(prompt_id, timeout=120):
    start = time.time()
    while time.time() - start < timeout:
        try:
            r = requests.get(f"{COMFYUI_URL}/history/{prompt_id}", timeout=5)
            if prompt_id in r.json() and r.json()[prompt_id].get("outputs"):
                return True
        except:
            pass
        time.sleep(2)
    return False


def download_and_process(prompt_id, output_path):
    try:
        h = requests.get(f"{COMFYUI_URL}/history/{prompt_id}").json()
        for out in h.get(prompt_id, {}).get("outputs", {}).values():
            for img in out.get("images", []):
                r = requests.get(f"{COMFYUI_URL}/view", params={"filename": img["filename"], "subfolder": img.get("subfolder", ""), "type": "output"})
                if r.status_code == 200:
                    output_path.parent.mkdir(parents=True, exist_ok=True)
                    from io import BytesIO
                    transparent_img = remove(Image.open(BytesIO(r.content)))
                    transparent_img.save(str(output_path), "PNG")
                    return True
        return False
    except Exception as e:
        log(f"❌ {e}")
        return False


def main():
    log("="*70)
    log("🧪 CATEGORY TEST SAMPLES")
    log("   Po 1 iz vsake kategorije - kvalitetni check")
    log("   NPCs IZKLJUČENI iz avtomatike!")
    log("="*70)
    
    try:
        r = requests.get(f"{COMFYUI_URL}/system_stats", timeout=5)
        log(f"✅ ComfyUI v{r.json()['system']['comfyui_version']}")
    except:
        log("❌ ComfyUI not running!")
        return
    
    log(f"\n🎯 Generating {len(TEST_SAMPLES)} test samples...\n")
    
    success = 0
    
    for i, (cat, name, prompt) in enumerate(TEST_SAMPLES, 1):
        path = OUTPUT_DIR / cat / f"{name}.png"
        
        if path.exists():
            log(f"[{i}/{len(TEST_SAMPLES)}] ⏭️  {name} - exists")
            continue
        
        log(f"[{i}/{len(TEST_SAMPLES)}] 🎨 {cat}/{name}")
        
        size = 768 if cat == "bosses" else 512
        wf = create_workflow(prompt, name, size)
        pid = queue_prompt(wf)
        
        if pid and wait_completion(pid) and download_and_process(pid, path):
            log(f"   ✅ Done!")
            git_commit(path, cat, name)
            success += 1
            
            # Open image immediately for review
            os.system(f"open {path}")
        else:
            log(f"   ❌ Failed")
        
        # Brief pause between generations
        if i < len(TEST_SAMPLES):
            time.sleep(2)
    
    log("\n" + "="*70)
    log(f"🧪 TEST SAMPLES COMPLETE! ({success}/{len(TEST_SAMPLES)})")
    log("   Slike so odprte - preverite kakovost!")
    log("="*70)
    log("\n💡 Če je kakovost OK → lahko zaženem VSE ostale")
    log("   (items, environment, animals, bosses, mutants)")
    log("   NPCs ostanejo ROČNO!")


if __name__ == "__main__":
    main()