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dcc0102 61c37a8 dcc0102 61c37a8 dcc0102 | 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36 37 38 39 40 41 42 43 44 45 46 47 48 49 50 51 52 53 54 55 56 57 58 59 60 61 62 63 64 65 66 67 68 69 70 71 72 73 74 75 76 77 78 79 80 81 82 83 84 85 86 87 88 89 90 91 92 93 94 95 96 97 98 99 100 101 102 103 104 105 106 107 108 109 110 111 112 113 114 115 116 117 118 119 120 121 122 123 124 125 126 127 128 129 130 131 132 133 134 135 136 137 138 139 140 141 142 143 144 145 146 147 148 149 150 151 152 153 154 155 156 157 158 159 160 161 162 163 164 165 166 167 168 169 | #!/usr/bin/env python3
"""Call the qwen-edit-turbo RunPod serverless endpoint ASYNCHRONOUSLY (/run).
Standalone: python 3.8+, stdlib only. Submits the job, then either polls until
done (default) or exits immediately with the job id (--no-wait) so you can
collect later with --job-id.
# submit and wait
python qwen_edit_async.py --api-key $RUNPOD_API_KEY \
--image person.jpg --ref-image outfit.png \
--prompt "put the outfit from the second image on the person"
# fire-and-forget, collect later
python qwen_edit_async.py ... --no-wait # prints JOB_ID
python qwen_edit_async.py --api-key $RUNPOD_API_KEY --job-id JOB_ID
Arguments are identical to qwen_edit_sync.py, plus:
--no-wait submit only; print the job id and exit
--job-id ID skip submission; poll/collect an existing job
--poll SECONDS poll interval (default 3)
--cancel ID cancel a queued/running job and exit
"""
import argparse
import base64
import json
import os
import pathlib
import sys
import time
import urllib.error
import urllib.request
DEFAULT_ENDPOINT = "dom5lwr0o5wq6u"
TERMINAL = ("COMPLETED", "FAILED", "CANCELLED", "TIMED_OUT")
def api(args, method, path, payload=None, timeout=90):
req = urllib.request.Request(
f"https://api.runpod.ai/v2/{args.endpoint_id}/{path}", method=method,
data=json.dumps(payload).encode() if payload is not None else None,
headers={"Content-Type": "application/json",
"Authorization": f"Bearer {args.api_key}"})
try:
with urllib.request.urlopen(req, timeout=timeout) as r:
return json.load(r)
except urllib.error.HTTPError as e:
sys.exit(f"ERROR: HTTP {e.code} on /{path}: {e.read().decode(errors='replace')[:2000]}")
def build_input(args):
images, params = [], {"prompt": args.prompt, "mode": args.mode}
images.append({"name": os.path.basename(args.image),
"image": base64.b64encode(open(args.image, "rb").read()).decode()})
if args.ref_image:
images.append({"name": os.path.basename(args.ref_image),
"image": base64.b64encode(open(args.ref_image, "rb").read()).decode()})
if args.seed is not None:
params["seed"] = args.seed
for name in ("input_max_dim", "ref_max_dim", "output_max_dim"):
v = getattr(args, name)
if v is not None:
params[name] = v
if args.lora_skin_fix:
params["lora_skin_fix"] = True
params["lora_skin_fix_strength"] = args.lora_skin_fix_strength
if args.lora_qwen4play:
params["lora_qwen4play"] = True
params["lora_qwen4play_strength"] = args.lora_qwen4play_strength
payload = {"images": images, "params": params}
if args.workflow:
payload["workflow"] = args.workflow
if args.workflow_json:
payload["workflow_json"] = json.load(open(args.workflow_json))
overrides = {}
for s in args.set or []:
k, v = s.split("=", 1)
try:
overrides[k] = json.loads(v)
except json.JSONDecodeError:
overrides[k] = v
if overrides:
payload["set"] = overrides
return payload
def save_outputs(output, out_dir):
out_dir = pathlib.Path(out_dir)
out_dir.mkdir(parents=True, exist_ok=True)
saved = []
for i, img in enumerate(output.get("images", [])):
p = out_dir / f"{int(time.time())}-{i}-{img['filename']}"
p.write_bytes(base64.b64decode(img["data"]))
saved.append(str(p))
return saved
def main():
ap = argparse.ArgumentParser(description=__doc__,
formatter_class=argparse.RawDescriptionHelpFormatter)
ap.add_argument("--api-key", default=os.environ.get("RUNPOD_API_KEY"))
ap.add_argument("--endpoint-id", default=DEFAULT_ENDPOINT)
ap.add_argument("--image")
ap.add_argument("--ref-image")
ap.add_argument("--prompt")
ap.add_argument("--mode", default="turbo-8", choices=["turbo-4", "turbo-8", "quality"])
ap.add_argument("--seed", type=int)
ap.add_argument("--input-max-dim", type=int)
ap.add_argument("--ref-max-dim", type=int)
ap.add_argument("--output-max-dim", type=int)
ap.add_argument("--lora-skin-fix", action="store_true")
ap.add_argument("--lora-skin-fix-strength", type=float, default=1.0)
ap.add_argument("--lora-qwen4play", action="store_true")
ap.add_argument("--lora-qwen4play-strength", type=float, default=1.0)
ap.add_argument("--workflow")
ap.add_argument("--set", action="append", metavar="NODE.INPUT=VALUE")
ap.add_argument("--workflow-json")
ap.add_argument("--out", default=".")
ap.add_argument("--timeout", type=float, default=1800)
ap.add_argument("--poll", type=float, default=3.0)
ap.add_argument("--no-wait", action="store_true")
ap.add_argument("--job-id")
ap.add_argument("--cancel", metavar="JOB_ID")
args = ap.parse_args()
if not args.api_key:
sys.exit("ERROR: pass --api-key or set RUNPOD_API_KEY")
if args.cancel:
print(json.dumps(api(args, "POST", f"cancel/{args.cancel}"), indent=2))
return
if args.job_id:
job_id = args.job_id
else:
if not args.image or not args.prompt:
sys.exit("ERROR: --image and --prompt are required to submit a job")
job = api(args, "POST", "run", {"input": build_input(args)})
job_id = job["id"]
print(f"# submitted job {job_id}", file=sys.stderr)
if args.no_wait:
print(job_id)
return
t0 = time.monotonic()
while True:
result = api(args, "GET", f"status/{job_id}")
status = result.get("status")
if status in TERMINAL:
break
if time.monotonic() - t0 > args.timeout:
sys.exit(f"ERROR: timed out after {args.timeout}s (last status {status}); "
f"job {job_id} is still yours to collect with --job-id")
print(f"# {status} ... {time.monotonic()-t0:.0f}s", file=sys.stderr)
time.sleep(args.poll)
if status != "COMPLETED":
sys.exit(f"ERROR: {json.dumps(result, indent=2)[:3000]}")
output = result["output"]
if "error" in output:
sys.exit(f"ERROR from handler: {output['error']}")
for p in save_outputs(output, args.out):
print(p)
print(f"# seed={output.get('seed')} delay={result.get('delayTime')}ms "
f"exec={result.get('executionTime')}ms", file=sys.stderr)
if __name__ == "__main__":
main()
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