Update app.py
Browse files
app.py
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import gradio as gr
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import os
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import time
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from collections import defaultdict
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#
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token = os.environ["TOKEN"]
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model = os.environ["MODEL"]
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#
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request_log = defaultdict(list)
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def rate_limiter(fn):
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def wrapper(*args, **kwargs):
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user_ip = "user_ip_placeholder" # Replace with actual IP retrieval logic
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current_time = time.time()
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# Keep only recent requests within the last minute
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request_log[user_ip] = [t for t in request_log[user_ip] if current_time - t < 60]
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if len(request_log[user_ip]) >= 5: # Limit to 5 requests per minute
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return "Rate limit exceeded. Please try again later."
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request_log[user_ip].append(current_time)
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return fn(*args, **kwargs)
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return wrapper
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# Load your model from Gradio Spaces and apply the rate limiter
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@rate_limiter
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def limited_model_function(*args, **kwargs):
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return demo(*args, **kwargs)
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demo = gr.load(model, src="spaces", token=token)
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show_error=False,
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quiet=True,
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debug=False,
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fn=limited_model_function # Wrap the function with rate limiting
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)
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import gradio as gr
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import os
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# Fetch token and model information
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token = os.environ["TOKEN"]
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model = os.environ["MODEL"]
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# Load the model from Hugging Face Spaces
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demo = gr.load(model, src="spaces", token=token)
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# Launch without 'fn', as it's not a valid argument for the launch method
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demo.launch(show_api=False, show_error=False, quiet=True, debug=False)
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