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import copy
from typing import Union, List, Dict
from PIL import Image, ImageChops
import io
import os
import requests
import os
import sys
sys.path.append(os.getcwd())
from cllm.servcies.utils import get_bytes_value
__ALL__ = [
"inpainting_ldm",
]
HOST = os.environ.get("CLLM_SERVICES_HOST", "localhost")
PORT = os.environ.get("CLLM_SERVICES_PORT", 10056)
def setup(host="localhost", port=10052):
global HOST, PORT
HOST = host
PORT = port
def combine_masks(mask_images):
if mask_images is None or len(mask_images) == 0:
return None
# Create a new blank image to store the combined mask
combined_mask = Image.open(io.BytesIO(mask_images[0])).convert("1")
# Iterate through each mask image and combine them
for mask_image in mask_images:
mask = Image.open(io.BytesIO(mask_image)).convert("1")
combined_mask = ImageChops.logical_or(combined_mask, mask)
stream = io.BytesIO()
combined_mask.save(stream, "png")
stream.seek(0)
# return {"label": mask_images[0]["label"], "mask": stream.getvalue()}
return stream.getvalue()
def inpainting_ldm_general(image, mask: Union[bytes, List], **kwargs):
if mask in [None, b"", []]:
return get_bytes_value(image)
mask = copy.deepcopy(mask)
if isinstance(mask, List):
if not isinstance(mask[0], dict):
mask_list = get_bytes_value(mask)
else:
mask_list = []
for m in mask:
mask_list.append(get_bytes_value(m["mask"]))
mask = combine_masks(mask_list)
return inpainting_ldm(image, mask, **kwargs)
def inpainting_ldm(image, mask, **kwargs):
if mask in [None, b""]:
return get_bytes_value(image)
host = kwargs.get("host", HOST)
port = kwargs.get("port", PORT)
url = f"http://{host}:{port}/inpainting_ldm"
files = {
"image": (image, get_bytes_value(image)),
"mask": get_bytes_value(mask),
}
response = requests.post(url, files=files)
return response.content
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