Quoc Bao Bui
commited on
Commit
·
57ccf6b
1
Parent(s):
7ef0124
Add local request script
Browse files- local_request.py +33 -0
local_request.py
ADDED
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import argparse
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import base64
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from io import BytesIO
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from PIL import Image
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from handler import EndpointHandler, decode_base64_image
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def local_predict(prompts, encode_image):
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# Init handler
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my_handler = EndpointHandler()
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if encode_image:
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response = my_handler({"inputs": prompts, "image": encode_image})
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else:
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response = my_handler({"inputs": prompts})
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image = decode_base64_image(response["image"])
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image.save("local_output.png")
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opt = argparse.ArgumentParser("Diffuser local test")
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opt.add_argument("-prompts", "--prompts", default="", type=str, help="Diffuser prompts")
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opt.add_argument("-image", "--image", default="", type=str, help="Init image")
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if __name__ == '__main__':
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args = opt.parse_args()
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encoded_string = ""
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if args.image:
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with open(args.image, "rb") as image_file:
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encoded_string = base64.b64encode(image_file.read()).decode()
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local_predict(args.prompts, encoded_string)
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