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[LLM] First commit the llm deployment code
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75
fastdeploy/scheduler/data.py
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75
fastdeploy/scheduler/data.py
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"""
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# Copyright (c) 2025 PaddlePaddle Authors. All Rights Reserved.
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#
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# Licensed under the Apache License, Version 2.0 (the "License");
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# you may not use this file except in compliance with the License.
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# You may obtain a copy of the License at
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#
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# http://www.apache.org/licenses/LICENSE-2.0
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#
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# Unless required by applicable law or agreed to in writing, software
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# distributed under the License is distributed on an "AS IS" BASIS,
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# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
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# See the License for the specific language governing permissions and
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# limitations under the License.
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"""
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import time
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import json
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from fastdeploy.engine.request import Request, RequestOutput
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class ScheduledRequest(object):
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"""
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ScheduledRequest class
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"""
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def __init__(self, request: Request):
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self.raw: Request = request
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self.id = request.request_id
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self.scheduled_time = time.time()
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self.size = len(request.prompt_token_ids)
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def serialize(self) -> bytes:
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"""serialize to bytes"""
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data = {
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"scheduled_time": self.scheduled_time,
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"raw": self.raw.to_dict()
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}
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serialized_data = json.dumps(data, ensure_ascii=False)
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return serialized_data.encode()
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@classmethod
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def unserialize(cls, serialized_data: bytes) -> 'ScheduledRequest':
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"""unserialize to Request"""
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data = json.loads(serialized_data)
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request = Request.from_dict(data["raw"])
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scheduled_request = cls(request)
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scheduled_request.scheduled_time = data["scheduled_time"]
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return scheduled_request
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class ScheduledResponse(object):
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"""
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ScheduledResponse class
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"""
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def __init__(self, response: RequestOutput):
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self.raw: RequestOutput = response
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self.id = response.request_id
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self.index = response.outputs.index
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self.finished = response.finished
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def serialize(self) -> bytes:
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"""serialize to bytes"""
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data = self.raw.to_dict()
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serialized_data = json.dumps(data, ensure_ascii=False)
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return serialized_data.encode()
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@classmethod
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def unserialize(cls, serialized_data: bytes) -> 'ScheduledResponse':
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"""unserialize to RequestOutput"""
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data = json.loads(serialized_data)
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request_output = RequestOutput.from_dict(data)
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scheduled_response = ScheduledResponse(request_output)
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return scheduled_response
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