File size: 5,838 Bytes
41a10e6 | 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 | #!/usr/bin/env python3
"""Call the faceswap-lissie RunPod serverless endpoint ASYNCHRONOUSLY (/run).
Standalone: python 3.8+, stdlib only. Same arguments as
faceswap_lissie_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 JOB_ID cancel a queued/running job and exit
# fire-and-forget, collect later
python faceswap_lissie_async.py --body-image scene.jpg --face-image face.jpg --no-wait
python faceswap_lissie_async.py --job-id JOB_ID --out ./results
"""
import argparse
import base64
import json
import os
import pathlib
import sys
import time
import urllib.error
import urllib.request
DEFAULT_ENDPOINT = "qkeibkeoefcrk3"
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 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("--body-image")
ap.add_argument("--face-image")
ap.add_argument("--instruction")
ap.add_argument("--expression-prompt")
ap.add_argument("--negative-prompt")
ap.add_argument("--steps", type=int)
ap.add_argument("--cfg", type=float)
ap.add_argument("--seed", type=int)
ap.add_argument("--rmbg-sensitivity", type=float)
ap.add_argument("--rmbg-process-res", type=int)
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.body_image or not args.face_image:
sys.exit("ERROR: --body-image and --face-image are required to submit a job")
params = {"body_image": os.path.basename(args.body_image),
"face_image": os.path.basename(args.face_image)}
for cli, p in [("instruction", "instruction"), ("expression_prompt", "expression_prompt"),
("negative_prompt", "negative_prompt"), ("steps", "steps"),
("cfg", "cfg"), ("seed", "seed"),
("rmbg_sensitivity", "rmbg_sensitivity"),
("rmbg_process_res", "rmbg_process_res")]:
v = getattr(args, cli)
if v is not None:
params[p] = v
payload = {
"images": [
{"name": os.path.basename(args.body_image),
"image": base64.b64encode(open(args.body_image, "rb").read()).decode()},
{"name": os.path.basename(args.face_image),
"image": base64.b64encode(open(args.face_image, "rb").read()).decode()},
],
"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
job = api(args, "POST", "run", {"input": payload})
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 (job {job_id} still collectable 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']}")
out_dir = pathlib.Path(args.out)
out_dir.mkdir(parents=True, exist_ok=True)
for i, img in enumerate(output["images"]):
p = out_dir / f"{int(time.time())}-{i}-{img['filename']}"
p.write_bytes(base64.b64decode(img["data"]))
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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