import base64 import json from io import BytesIO from PIL import Image import requests import re def load_image_from_local(image_path, image_resize=None): image = Image.open(image_path) if isinstance(image_resize, tuple): image = image.resize(image_resize) return image def load_image_from_url(image_url, rgba_mode=False, image_resize=None, default_image=None): try: image = Image.open(requests.get(image_url, stream=True).raw) if rgba_mode: image = image.convert("RGBA") if isinstance(image_resize, tuple): image = image.resize(image_resize) except Exception as e: image = None if default_image: image = load_image_from_local(default_image, image_resize=image_resize) return image def load_text(text_path): text = '' with open(text_path) as f: text = f.read() return text def load_json(json_path): jdata = '' with open(json_path) as f: jdata = json.load(f) return jdata def image_to_base64(image_array): buffered = BytesIO() image_array.save(buffered, format="PNG") image_b64 = base64.b64encode(buffered.getvalue()).decode("utf-8") return f"data:image/png;base64, {image_b64}" def unique_list(seq): seen = set() seen_add = seen.add return [x for x in seq if not (x in seen or seen_add(x))] def pure_comma_separation(list_str, return_list=True): r = unique_list([item.strip() for item in list_str.lower().split(",") if item.strip()]) if return_list: return r return ", ".join(r) def replace_regex(text, map_dict): pattern = "|".join(map(re.escape, map_dict.keys())) return re.sub(pattern, lambda m: map_dict[m.group()], str(text))