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Create app.py
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app.py
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import gradio as gr
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import numpy as np
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import time
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import requests
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import json
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import os
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import tempfile
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import logging
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from PIL import Image
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from io import BytesIO
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odnapi = os.getenv("odnapi_url")
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fetapi = os.getenv("fetapi_url")
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auth_token = os.getenv("auth_token")
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# Setup a logger
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logging.basicConfig(level=logging.INFO)
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logger = logging.getLogger(__name__)
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def download_image_from_url(url):
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response = requests.get(url)
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img = Image.open(BytesIO(response.content))
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tmp = tempfile.NamedTemporaryFile(delete=False)
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img.save(tmp, 'PNG')
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tmp.close()
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return tmp.name
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def fetch_image(url):
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try:
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response = requests.get(url)
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return Image.open(BytesIO(response.content))
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except requests.exceptions.RequestException as e:
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logger.error(f"Failed to fetch image")
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raise
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def split_image(img):
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width, height = img.size
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width_cut = width // 2
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height_cut = height // 2
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return [
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img.crop((0, 0, width_cut, height_cut)),
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img.crop((width_cut, 0, width, height_cut)),
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img.crop((0, height_cut, width_cut, height)),
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img.crop((width_cut, height_cut, width, height))
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]
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def save_image(img, suffix='.png'):
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with tempfile.NamedTemporaryFile(delete=False, suffix=suffix) as tmp:
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img.save(tmp, 'PNG')
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return tmp.name
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def download_and_split_image(url):
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img = fetch_image(url)
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images = split_image(img)
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return [save_image(i) for i in images]
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def niji_api(prompt):
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try:
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response = requests.post(fetapi, headers={'Content-Type': 'application/json'}, data=json.dumps({'msg': prompt}))
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response.raise_for_status() # Check for HTTP errors.
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except requests.exceptions.RequestException as e:
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logger.error(f"Failed to make POST request")
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raise ValueError("Invalid Response")
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data = response.json()
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message_id = data['messageId']
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progress = 0
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while progress < 100:
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try:
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response = requests.get(f'{odnapi}/message/{message_id}', headers={'Authorization': auth_token})
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response.raise_for_status()
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except requests.exceptions.RequestException as e:
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logger.warning(f"Failure in getting message response")
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continue
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data = response.json()
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progress = data.get('progress', 0)
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if progress_image_url:= data.get('progressImageUrl'):
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yield [(img, f"{progress}% done") for img in download_and_split_image(progress_image_url)]
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time.sleep(1)
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# Process the final image urls
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image_urls = data['response']['imageUrls']
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yield [(download_image_from_url(iurl), f"image {idx}/4") for idx, iurl in enumerate(image_urls)]
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with gr.Blocks() as demo:
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gr.HTML('''
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<div style="text-align: center; max-width: 650px; margin: 0 auto;">
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<div style="
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display: inline-flex;
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gap: 0.8rem;
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font-size: 1.75rem;
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justify-content: center;
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margin-bottom: 10px;
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">
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<h1 style="font-weight: 900; align-items: center; margin-bottom: 7px; margin-top: 20px;">
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MidJourney / NijiJourney Playground 🎨
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</h1>
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</div>
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<div>
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<p style="align-items: center; margin-bottom: 7px;">
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Demo for the <a href="https://MidJourney.com/" target="_blank">MidJourney</a>, add a text prompt for what you want to draw
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</div>
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</div>
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''')
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with gr.Column(variant="panel"):
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with gr.Row():
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text = gr.Textbox(
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label="Enter your prompt",
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value="1girl,long hair,looking at viewer,kawaii,serafuku --s 250 --niji 5",
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max_lines=1,
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container=False,
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)
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btn = gr.Button("Generate image", scale=0)
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gallery = gr.Gallery(label="Generated images", show_label=False, elem_id="gallery", height="4096")
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btn.click(niji_api, text, gallery)
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demo.launch(debug=True, enable_queue=True)
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