from pathlib import Path
import sys,json
ROOT=Path(__file__).resolve().parents[1];sys.path.insert(0,str(ROOT))
from runtime_setup import activate_java
activate_java()
from model_service import service
from model_registry import registry

if __name__=='__main__':
    print('Running real safe + teen-code sentences through every available model...',flush=True)
    data=service.predict_many([
        'Cảm ơn bạn đã hỗ trợ nhóm nghiên cứu hôm nay.',
        'c0n gà 0c h3o',
    ])
    for m in data['rows'][0]['models']:print(m['name'],m['label'],m['prob_toxic'] if m['prob_toxic'] is not None else m['decision_score'])
    if data['errors']:
        print(json.dumps(data['errors'],ensure_ascii=False,indent=2));sys.exit(1)
    ready=sum(m['available'] for m in registry())
    assert data['model_count']==ready
    teen=data['rows'][1]
    assert teen['preprocessing']['inference_text']=='con gà óc heo'
    tfidf=[m for m in teen['models'] if m['id'].startswith('tf_idf_')]
    assert len(tfidf)==3 and all(m['label']=='TOXIC' for m in tfidf)
    print('Teen-code check:',teen['verdict']['label'],teen['vote']['toxic'],'TOXIC votes /',teen['vote']['total'])
    print(f'PASS: {ready} models ready; teen code normalized; {len(data["unavailable"])} configurations have no supplied checkpoint.')