feat(image-render): flux (ComfyUI 로컬) provider + GPU 장중 가드

This commit is contained in:
2026-05-23 12:03:23 +09:00
parent fb80973e38
commit 0e6c893b4e
2 changed files with 100 additions and 0 deletions

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"""FLUX 로컬 — ComfyUI HTTP API.
POST {COMFYUI_URL}/prompt (workflow JSON) → prompt_id
GET {COMFYUI_URL}/history/{prompt_id} → outputs → image filename
GET {COMFYUI_URL}/view?filename=... → PNG bytes → b64
워크플로우 JSON은 `flux_workflow.json` (ComfyUI UI에서 "Save (API Format)"로 export, CLIPTextEncode 노드 text를 "%PROMPT%"로 수동 치환). 박재오 산출물.
"""
from __future__ import annotations
import base64, json, logging, os, time
from datetime import datetime, timezone, timedelta
import requests
from nas_client import webhook_update_task
from providers._media import save_b64_png
logger = logging.getLogger(__name__)
COMFYUI_URL = os.getenv("COMFYUI_URL", "http://127.0.0.1:8188")
WORKFLOW_PATH = os.path.join(os.path.dirname(__file__), "flux_workflow.json")
POLL_INTERVAL = 2
POLL_MAX = 120
def _is_trading_hours() -> bool:
kst = timezone(timedelta(hours=9))
now = datetime.now(kst)
if now.weekday() >= 5:
return False
return (now.hour, now.minute) >= (9, 0) and (now.hour, now.minute) <= (15, 30)
def _load_workflow(prompt: str, size: str) -> dict:
with open(WORKFLOW_PATH, encoding="utf-8") as f:
wf = json.load(f)
# CLIPTextEncode 노드의 text를 prompt로 치환 (workflow에 "%PROMPT%" placeholder 사용)
raw = json.dumps(wf).replace("%PROMPT%", prompt.replace('"', "'"))
return json.loads(raw)
def _submit_prompt(workflow: dict) -> str:
r = requests.post(f"{COMFYUI_URL}/prompt", json={"prompt": workflow}, timeout=30)
r.raise_for_status()
return r.json()["prompt_id"]
def _poll_image_b64(prompt_id: str):
for _ in range(POLL_MAX):
h = requests.get(f"{COMFYUI_URL}/history/{prompt_id}", timeout=10)
data = h.json().get(prompt_id)
if data and data.get("outputs"):
for node_out in data["outputs"].values():
for img in node_out.get("images", []):
view = requests.get(f"{COMFYUI_URL}/view",
params={"filename": img["filename"], "subfolder": img.get("subfolder", ""), "type": img.get("type", "output")},
timeout=30)
view.raise_for_status()
return base64.b64encode(view.content).decode()
time.sleep(POLL_INTERVAL)
return None
def run_flux_generation(task_id: str, params: dict) -> None:
try:
if os.getenv("FLUX_BLOCK_TRADING_HOURS") == "1" and _is_trading_hours():
webhook_update_task(task_id, "failed", 0, "", error="장중 GPU 보호 — FLUX 거부 (API provider 사용 권장)")
return
webhook_update_task(task_id, "processing", 10, "FLUX (ComfyUI) 생성 중...")
wf = _load_workflow(params["prompt"], params.get("size") or "1024x1024")
pid = _submit_prompt(wf)
b64 = _poll_image_b64(pid)
if not b64:
webhook_update_task(task_id, "failed", 0, "", error="ComfyUI 타임아웃 또는 출력 없음")
return
url = save_b64_png(task_id, b64)
webhook_update_task(task_id, "succeeded", 100, "완료", image_url=url)
except Exception as e:
logger.exception("flux task=%s 실패", task_id)
webhook_update_task(task_id, "failed", 0, "", error=str(e))

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import providers.flux as fx
def test_blocked_during_trading_hours(monkeypatch):
monkeypatch.setenv("FLUX_BLOCK_TRADING_HOURS", "1")
monkeypatch.setattr(fx, "_is_trading_hours", lambda: True)
calls = []
monkeypatch.setattr(fx, "webhook_update_task", lambda *a, **k: calls.append((a, k)))
fx.run_flux_generation("t1", {"prompt": "a cat"})
assert calls[-1][0][1] == "failed"
assert "장중" in calls[-1][1]["error"]
def test_success_polls_history_and_saves(monkeypatch):
monkeypatch.setattr(fx, "_is_trading_hours", lambda: False)
calls = []
monkeypatch.setattr(fx, "webhook_update_task", lambda *a, **k: calls.append((a, k)))
monkeypatch.setattr(fx, "_load_workflow", lambda prompt, size: {"3": {}})
monkeypatch.setattr(fx, "_submit_prompt", lambda wf: "pid-1")
monkeypatch.setattr(fx, "_poll_image_b64", lambda pid: "ZmFrZQ==")
monkeypatch.setattr(fx, "save_b64_png", lambda tid, b64: "/media/image/t1.png")
fx.run_flux_generation("t1", {"prompt": "a cat"})
assert [c for c in calls if c[0][1] == "succeeded"]