"""Verify actual image/video ingestion using deterministic local probes.""" import argparse import base64 import json import time import urllib.request from pathlib import Path p=argparse.ArgumentParser() p.add_argument('--output',type=Path,required=True) p.add_argument('--assets',type=Path,default=Path('/data/flash-next/cache')) a=p.parse_args() key=(Path(__file__).resolve().parents[1]/'secrets/api-key').read_text().strip() cases=[('image','image/png','probe.png','What is the main color of this image? Reply with one English word.', ['red']), ('video','video/mp4','probe.mp4','List the background colors in chronological order. Reply only with the three English color names.', ['red','green','blue'])] with a.output.open('x') as out: for kind,mime,name,prompt,colors in cases: url='data:'+mime+';base64,'+base64.b64encode((a.assets/name).read_bytes()).decode() part=kind+'_url' body=dict(model='qwen3.8-flash-next',temperature=0,reasoning_effort='low',max_tokens=1024, messages=[dict(role='user',content=[dict(type='text',text=prompt),{'type':part,part:{'url':url}}])]) start=time.monotonic() req=urllib.request.Request('http://127.0.0.1:8000/v1/chat/completions',data=json.dumps(body).encode(), headers={'Content-Type':'application/json','Authorization':'Bearer '+key}) with urllib.request.urlopen(req,timeout=600) as response: result=json.load(response) choice=result['choices'][0]; content=choice['message'].get('content') or '' pos=[content.lower().find(c) for c in colors] passed=all(x>=0 for x in pos) and pos==sorted(pos) and choice['finish_reason']=='stop' row=dict(test=kind,passed=passed,elapsed_s=time.monotonic()-start,response=result) line=json.dumps(row,ensure_ascii=False); out.write(line+'\n'); out.flush(); print(line,flush=True) if not passed: raise SystemExit('Multimodal probe failed: '+kind)