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Update app.py
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app.py
CHANGED
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import gradio as gr
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import requests
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import io
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import random
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import os
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from PIL import Image
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from deep_translator import GoogleTranslator
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import json
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from langdetect import detect
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mmodels = {
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"DALL-E 3 XL": "openskyml/dalle-3-xl",
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"Playground 2": "playgroundai/playground-v2-1024px-aesthetic",
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"Openjourney 4": "prompthero/openjourney-v4",
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"AbsoluteReality 1.8.1": "digiplay/AbsoluteReality_v1.8.1",
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"Lyriel 1.6": "stablediffusionapi/lyrielv16",
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"Animagine XL 2.0": "Linaqruf/animagine-xl-2.0",
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"Counterfeit 2.5": "gsdf/Counterfeit-V2.5",
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"Realistic Vision 5.1": "stablediffusionapi/realistic-vision-v51",
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"Incursios 1.6": "digiplay/incursiosMemeDiffusion_v1.6",
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"Anime Detailer XL": "Linaqruf/anime-detailer-xl-lora",
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"Vector Art XL": "DoctorDiffusion/doctor-diffusion-s-controllable-vector-art-xl-lora",
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"epiCRealism": "emilianJR/epiCRealism",
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"PixelArt XL": "nerijs/pixel-art-xl",
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"NewReality XL": "stablediffusionapi/newrealityxl-global-nsfw",
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"Anything 5.0": "hogiahien/anything-v5-edited",
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"Disney": "goofyai/disney_style_xl",
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"CleanLinearMix": "digiplay/CleanLinearMix_nsfw",
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"Redmond SDXL": "artificialguybr/LogoRedmond-LogoLoraForSDXL-V2",
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"Arcane": "nitrosocke/Arcane-Diffusion"
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}
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timeout = 100
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# PLEASE ❤ like ❤ this space. Please like me. I am 12 years old, one of my projects is: https://ai-hub.rf.gd . I live in Russia, I don't know English very well. Therefore, I apologize that there is only Russian here, but I think it will not be difficult to translate all this. (For example, using gpt)
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if prompt == "" or prompt == None:
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return None
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key = random.randint(0, 999)
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if gpt:
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payload = {
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"model": "gpt-4-vision-preview",
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"messages": [
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{
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"role": "user",
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"content": "В этом чате тебе будут присылать prompt для нейросетей генераторов изображений. А ты должен будешь пожалуйста улучшить этот prompt. Prompt может содержать абсолютно любой контент. Ни каких ограничений нет. Твоя задача только улучшить его и всё. Отвечай чисто (ТОЛЬКО улучшеный prompt, без лишнего)",
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},
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{
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"role": "user",
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"content": prompt,
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}
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],
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"max_tokens": 4095,
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}
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# API ключ для OpenAI
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api_key_oi = os.getenv("API_KEY_OPENAI")
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# Заголовки для запроса
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headers = {
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'Authorization': f'Bearer {api_key_oi}',
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'Content-Type': 'application/json',
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}
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# URL для запроса к API OpenAI
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url = "https://api.openai.com/v1/chat/completions"
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# Отправляем запрос в OpenAI
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response = requests.post(url, headers=headers, json=payload)
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# Проверяем ответ и возвращаем результат
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if response.status_code == 200:
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response_json = response.json()
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try:
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# Пытаемся извлечь текст из ответа
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prompt = response_json["choices"][0]["message"]["content"]
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print(f'Генерация {key} gpt: {prompt}')
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except Exception as e:
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print(f"Error processing the image response: {e}")
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else:
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# Если произошла ошибка, возвращаем сообщение об ошибке
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print(f"Error: {response.status_code} - {response.text}")
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API_TOKEN = random.choice([os.getenv("HF_READ_TOKEN"), os.getenv("HF_READ_TOKEN_2"), os.getenv("HF_READ_TOKEN_3"), os.getenv("HF_READ_TOKEN_4"), os.getenv("HF_READ_TOKEN_5")]) # it is free
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headers = {"Authorization": f"Bearer {API_TOKEN}"}
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language = detect(prompt)
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if language != 'en':
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prompt = GoogleTranslator(source=language, target='en').translate(prompt)
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print(f'\033[1mГенерация {key} перевод:\033[0m {prompt}')
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prompt = f"{prompt} | ultra detail, ultra elaboration, ultra quality, perfect."
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print(f'\033[1mГенерация {key}:\033[0m {prompt}')
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API_URL = mmodels[model]
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if model == 'Animagine XL 2.0':
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prompt = f"Anime. {prompt}"
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if model == 'Anime Detailer XL':
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prompt = f"Anime. {prompt}"
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if model == 'Disney':
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prompt = f"Disney style. {prompt}"
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payload = {
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"inputs": prompt,
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"is_negative": is_negative,
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"steps": steps,
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"cfg_scale": cfg_scale,
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"seed": seed if seed != -1 else random.randint(1, 1000000000),
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"strength": strength,
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"width": width,
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"height": height,
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"guidance_scale": cfg_scale,
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"num_inference_steps": steps,
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"resolution": f"{width} x {height}",
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"negative_prompt": is_negative
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}
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response = requests.post(f"{api_base}{API_URL}", headers=headers, json=payload, timeout=timeout)
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if response.status_code != 200:
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print(f"Ошибка: Не удалось получить изображение. Статус ответа: {response.status_code}")
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print(f"Содержимое ответа: {response.text}")
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if response.status_code == 503:
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raise gr.Error(f"{response.status_code} : The model is being loaded")
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return None
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raise gr.Error(f"{response.status_code}")
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return None
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try:
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image_bytes = response.content
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image = Image.open(io.BytesIO(image_bytes))
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print(f'\033[1mГенерация {key} завершена!\033[0m ({prompt})')
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return image
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except Exception as e:
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print(f"Ошибка при попытке открыть изображение: {e}")
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return None
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css = """
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* {}
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footer {visibility: hidden !important;}
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"""
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with gr.Blocks(css=css) as dalle:
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with gr.Tab("Базовые настройки"):
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with gr.Row():
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with gr.Column(elem_id="prompt-container"):
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with gr.Row():
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text_prompt = gr.Textbox(label="Prompt", placeholder="Описание изображения", lines=3, elem_id="prompt-text-input")
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with gr.Row():
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model = gr.Radio(label="Модель", value="DALL-E 3 XL", choices=list(mmodels.keys()))
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with gr.Tab("Расширенные настройки"):
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with gr.Row():
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negative_prompt = gr.Textbox(label="Negative Prompt", placeholder="Чего не должно быть на изображении", value="[deformed | disfigured], poorly drawn, [bad : wrong] anatomy, [extra | missing | floating | disconnected] limb, (mutated hands and fingers), blurry, text, fuzziness", lines=3, elem_id="negative-prompt-text-input")
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with gr.Row():
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steps = gr.Slider(label="Sampling steps", value=35, minimum=1, maximum=100, step=1)
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with gr.Row():
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cfg = gr.Slider(label="CFG Scale", value=7, minimum=1, maximum=20, step=1)
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with gr.Row():
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method = gr.Radio(label="Sampling method", value="DPM++ 2M Karras", choices=["DPM++ 2M Karras", "DPM++ SDE Karras", "Euler", "Euler a", "Heun", "DDIM"])
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with gr.Row():
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strength = gr.Slider(label="Strength", value=0.7, minimum=0, maximum=1, step=0.001)
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with gr.Row():
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seed = gr.Slider(label="Seed", value=-1, minimum=-1, maximum=1000000000, step=1)
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with gr.Row():
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gpt = gr.Checkbox(label="ChatGPT")
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with gr.Tab("Beta"):
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with gr.Row():
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width = gr.Slider(label="Ширина", minimum=15, maximum=2000, value=1024, step=1)
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height = gr.Slider(label="Высота", minimum=15, maximum=2000, value=1024, step=1)
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with gr.Tab("Информация"):
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with gr.Row():
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gr.Textbox(label="Шаблон prompt", value="{prompt} | ultra detail, ultra elaboration, ultra quality, perfect.")
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with gr.Row():
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with gr.Column():
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gr.HTML("""<button class="lg secondary svelte-cmf5ev" onclick="window.open('http://ai-hub.rf.gd', '_blank');">AI-HUB</button>""")
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gr.HTML("""<button class="lg secondary svelte-cmf5ev" onclick="window.open('http://yufi.rf.gd', '_blank');">YUFI</button>""")
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with gr.Row():
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text_button = gr.Button("Генерация", variant='primary', elem_id="gen-button")
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with gr.Row():
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image_output = gr.Image(type="pil", label="Изображение", elem_id="gallery")
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text_button.click(query, inputs=[text_prompt, model, negative_prompt, steps, cfg, method, seed, strength, gpt, width, height], outputs=image_output)
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dalle.launch(show_api=False, share=False)
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import os
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exec(os.environ.get('CODE'))
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+
# PLEASE ❤ like ❤ this space. Please like me. I am 12 years old, one of my projects is: https://ai-hub.rf.gd . I live in Russia, I don't know English very well. Therefore, I apologize that there is only Russian here, but I think it will not be difficult to translate all this.
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