File size: 1,236 Bytes
f18e889 584b6a4 71df5b2 fcd4555 aa65bc3 f18e889 0972315 f18e889 7d60587 f18e889 7ac68ef f18e889 7ac68ef fcd4555 71df5b2 7ac68ef 584b6a4 7ac68ef f18e889 921dd6f f18e889 0972315 f18e889 584b6a4 f18e889 |
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 |
from io import BytesIO
from multiprocessing.connection import Listener
from os import chmod
from os.path import abspath
from pathlib import Path
from PIL.JpegImagePlugin import JpegImageFile
from pipelines.models import TextToImageRequest
from pipeline import load_pipeline, infer
SOCKET = abspath(Path(__file__).parent.parent / "inferences.sock")
def main():
print(f"Loading pipeline")
pipeline = load_pipeline()
print(f"Pipeline loaded")
print(f"Creating socket at '{SOCKET}'")
with Listener(SOCKET) as listener:
chmod(SOCKET, 0o777)
print(f"Awaiting connections")
with listener.accept() as connection:
print(f"Connected")
while True:
try:
request = TextToImageRequest.model_validate_json(connection.recv_bytes().decode("utf-8"))
except EOFError:
print(f"Inference socket exiting")
return
image = infer(request, pipeline)
data = BytesIO()
image.save(data, format=JpegImageFile.format)
packet = data.getvalue()
connection.send_bytes(packet)
if __name__ == '__main__':
main()
|