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Runtime error
Mike Bright
commited on
Commit
•
eb60b1e
1
Parent(s):
5c1440a
adding py files
Browse files- app.py +53 -0
- backend.py +33 -0
- index.html +0 -0
app.py
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#!/usr/bin/env python
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# coding: utf-8
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import os
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import gradio as gr
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from backend import get_images_from_backend
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block = gr.Blocks(css=".container { max-width: 800px; margin: auto; }")
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backend_url = os.environ["BACKEND_SERVER"] + "/generate"
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def infer(prompt):
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response = get_images_from_backend(prompt, backend_url)
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return response["images"]
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with block:
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gr.Markdown("<h1><center>DALL·E mini</center></h1>")
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gr.Markdown(
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"DALL·E mini is an AI model that generates images from any prompt you give!"
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)
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with gr.Group():
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with gr.Box():
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with gr.Row().style(mobile_collapse=False, equal_height=True):
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text = gr.Textbox(
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label="Enter your prompt", show_label=False, max_lines=1
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).style(
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border=(True, False, True, True),
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margin=False,
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rounded=(True, False, False, True),
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container=False,
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)
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btn = gr.Button("Run").style(
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margin=False,
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rounded=(False, True, True, False),
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)
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gallery = gr.Gallery(label="Generated images", show_label=False).style(
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grid=[3], height="auto"
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)
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btn.click(infer, inputs=text, outputs=gallery)
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gr.Markdown(
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"""___
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<p style='text-align: center'>
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Created by <a href="https://twitter.com/borisdayma" target="_blank">Boris Dayma</a> et al. 2021-2022
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<br/>
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<a href="https://github.com/borisdayma/dalle-mini" target="_blank">GitHub</a> | <a href="https://wandb.ai/dalle-mini/dalle-mini/reports/DALL-E-mini-Generate-images-from-any-text-prompt--VmlldzoyMDE4NDAy" target="_blank">Project Report</a>
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</p>"""
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)
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block.launch(enable_queue=False)
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backend.py
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# Client requests to Dalle-Mini Backend server
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import base64
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from io import BytesIO
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import requests
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from PIL import Image
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class ServiceError(Exception):
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def __init__(self, status_code):
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self.status_code = status_code
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def get_images_from_backend(prompt, backend_url):
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r = requests.post(backend_url, json={"prompt": prompt})
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if r.status_code == 200:
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json = r.json()
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images = json["images"]
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images = [Image.open(BytesIO(base64.b64decode(img))) for img in images]
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version = json.get("version", "unknown")
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return {"images": images, "version": version}
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else:
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raise ServiceError(r.status_code)
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def get_model_version(url):
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r = requests.get(url)
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if r.status_code == 200:
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version = r.json()["version"]
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return version
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else:
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raise ServiceError(r.status_code)
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index.html
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File without changes
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