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Update app.py
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app.py
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import argparse
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import base64
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import os
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@@ -14,66 +15,65 @@ from consts import ModelSize
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import gradio as gr
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def greet(name):
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return "Hello " + name + "!!"
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iface = gr.Interface(fn=greet, inputs="text", outputs="text")
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iface.launch()
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import argparse
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import base64
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import os
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import gradio as gr
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app = Flask(__name__)
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CORS(app)
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print("--> Starting DALL-E Server. This might take up to two minutes.")
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from dalle_model import DalleModel
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dalle_model = None
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parser = argparse.ArgumentParser(description = "A DALL-E app to turn your textual prompts into visionary delights")
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parser.add_argument("--port", type=int, default=8000, help = "backend port")
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parser.add_argument("--model_version", type = parse_arg_dalle_version, default = ModelSize.MINI, help = "Mini, Mega, or Mega_full")
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parser.add_argument("--save_to_disk", type = parse_arg_boolean, default = False, help = "Should save generated images to disk")
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args = parser.parse_args()
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@app.route("/dalle", methods=["POST"])
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@cross_origin()
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def generate_images_api():
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json_data = request.get_json(force=True)
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text_prompt = json_data["text"]
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num_images = json_data["num_images"]
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generated_imgs = dalle_model.generate_images(text_prompt, num_images)
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generated_images = []
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if args.save_to_disk:
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dir_name = os.path.join(IMAGES_OUTPUT_DIR,f"{time.strftime('%Y-%m-%d_%H:%M:%S')}_{text_prompt}")
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Path(dir_name).mkdir(parents=True, exist_ok=True)
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for idx, img in enumerate(generated_imgs):
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if args.save_to_disk:
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img.save(os.path.join(dir_name, f'{idx}.jpeg'), format="JPEG")
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buffered = BytesIO()
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img.save(buffered, format="JPEG")
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img_str = base64.b64encode(buffered.getvalue()).decode("utf-8")
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generated_images.append(img_str)
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print(f"Created {num_images} images from text prompt [{text_prompt}]")
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return jsonify(generated_images)
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@app.route("/", methods=["GET"])
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@cross_origin()
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def health_check():
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return jsonify(success=True)
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with app.app_context():
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dalle_model = DalleModel(args.model_version)
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dalle_model.generate_images("warm-up", 1)
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print("--> DALL-E Server is up and running!")
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print(f"--> Model selected - DALL-E {args.model_version}")
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if __name__ == "__main__":
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app.run(host="0.0.0.0", port=args.port, debug=False)
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def greet(name):
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return "Hello " + name + "!!"
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iface = gr.Interface(fn=greet, inputs="text", outputs="text")
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iface.launch()
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