Update 1/model.py
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1/model.py
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1/model.py
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# model.py - 최소한의 구현
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import triton_python_backend_utils as pb_utils
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import numpy as np
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import json
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import random
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import string
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class TritonPythonModel:
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def initialize(self, args):
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print("Model initialized")
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self.logger = pb_utils.Logger
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self.model_name = args["model_name"]
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self.logger.log_info(f"'{self.model_name}' 모델 초기화 완료")
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def execute(self, requests):
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print(f"Received {len(requests)} requests")
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responses = []
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for i, request in enumerate(requests):
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print(f"Processing request {i}")
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for request in requests:
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random_string = ''.join(
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random.choice(string.ascii_letters + string.digits) for _ in range(16)
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)
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self.logger.log_info(f"OUTPUT 출력:\n{random_string}")
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# 고정된 응답 생성
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output_data = "Hello World"
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output_tensor = pb_utils.Tensor("OUTPUT", np.array([output_data]))
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output_tensor = pb_utils.Tensor(
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"OUTPUT",
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np.array([random_string.encode("utf-8")], dtype=np.object_)
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)
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response = pb_utils.InferenceResponse(output_tensors=[output_tensor])
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responses.append(response)
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print(f"Response {i} created")
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responses.append(pb_utils.InferenceResponse(
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output_tensors=[output_tensor]
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))
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print("All responses ready")
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return responses
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def finalize(self):
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print("Model finalized")
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pass
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