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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 base64
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import logging
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from PIL import Image
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'workflow_values': {
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'negative_prompt': negative_prompt,
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'positive_prompt': positive_prompt
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}
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# POST request to the API
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response = requests.post(url, headers=headers, json=payload)
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# Check if the request was successful
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if response.status_code == 200:
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data = response.json()['result'][0]['data']
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# Decode the base64 string to bytes
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image_data = base64.b64decode(data)
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# Convert bytes data to an image
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image = Image.open(BytesIO(image_data))
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# Save the image as PNG to a buffer
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buffer = BytesIO()
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image.save(buffer, format="PNG")
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buffer.seek(0)
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# Return the buffer content to display it directly in the interface
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return buffer
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else:
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return f"Failed to fetch the image. Status Code: {response.status_code}, Error: {response.text}"
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inputs=[
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gr.Textbox(label="
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gr.Textbox(label="
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gr.Textbox(label="
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],
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outputs=
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)
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# Launch the interface
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import gradio as gr
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import requests
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import base64
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from PIL import Image
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import io
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import json
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def call_api_and_generate_image(api_key, negative_prompt, positive_prompt, controlnet_image):
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if not api_key:
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return None, "Error: API key is required. Please provide a valid API key."
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resp = requests.post(
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"https://model-4w561emq.api.baseten.co/development/predict",
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headers={"Authorization": f"Api-Key {api_key}"},
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json={
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'workflow_values': {
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'negative_prompt': negative_prompt,
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'positive_prompt': positive_prompt,
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'controlnet_image': controlnet_image
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}
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}
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)
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if resp.status_code != 200:
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return None, f"Error: API call failed with status code {resp.status_code}, message: {resp.text}"
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result = resp.json()
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base64_data = result['result'][0]['data']
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image_data = base64.b64decode(base64_data)
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image = Image.open(io.BytesIO(image_data))
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return image, json.dumps(result, indent=2)
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def generate_image(api_key, negative_prompt, positive_prompt, controlnet_image):
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try:
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return call_api_and_generate_image(api_key, negative_prompt, positive_prompt, controlnet_image)
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except Exception as e:
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return None, f"Error: {str(e)}"
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# Create the Gradio interface
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iface = gr.Interface(
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fn=generate_image,
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inputs=[
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gr.Textbox(label="API Key", placeholder="Enter your API key here"),
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gr.Textbox(label="Negative Prompt", value="blurry, text, low quality", placeholder="Enter negative prompt here..."),
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gr.Textbox(label="Positive Prompt", value="An igloo on a snowy day, 4k, hd", placeholder="Enter positive prompt here..."),
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gr.Textbox(label="ControlNet Image URL", value="https://storage.googleapis.com/logos-bucket-01/baseten_logo.png", placeholder="Enter ControlNet image URL here...")
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],
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outputs=[
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gr.Image(type="pil", label="Generated Image"),
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gr.Textbox(label="API Response JSON", lines=10)
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],
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title="Image Generation with API",
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description="Enter your API key and prompts to generate an image using the provided API."
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)
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# Launch the interface
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iface.launch()
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