)`i dZddlmZddlmZddlmZddlmZGdde Z ej fd eed ed eefd Z d eed efd Z ded eefdZd eed dfdZdS)a3 Copyright (c) 2025 by FlashInfer team. Licensed under the Apache License, Version 2.0 (the "License"); you may not use this file except in compliance with the License. You may obtain a copy of the License at http://www.apache.org/licenses/LICENSE-2.0 Unless required by applicable law or agreed to in writing, software distributed under the License is distributed on an "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. See the License for the specific language governing permissions and limitations under the License. )List)Op)LogitsProcessor) TensorTypeceZdZdS)LegalizationErrorN)__name__ __module__ __qualname__|/home/jaya/work/projects/VOICE-AGENT/VIET/agent-env/lib/python3.11/site-packages/flashinfer/logits_processor/legalization.pyr r sDrr processors initial_typereturnc r|stdg}|}t|D]\}} ||}|std|jjd|||dj}]#t$r(}td|d|jjd||d}~wwxYw|S) a Transform high-level LogitsProcessors into low-level Ops. This is the legalization stage that converts: Logits -> [TopK(), Sampling()] into: Logits -> [TopKLogitsOp(), SampleLogitsOp()] Args: processors: List of high-level processors initial_type: The initial input tensor type (LOGITS or PROBS) Returns: List of low-level Ops z$Cannot legalize empty processor list Processor z produced no opszFailed to legalize processor z (z): N)r enumeratelegalize __class__r extendOUT Exception)rrops current_typei processor legalized_opses rlegalize_processorsr"s$ H FGGG CL!*-- 9 %..|<r5sQ ''''''        CMBS**_%*5?* "X****Z4#8Z,   *     Ro)> R4 R R R R R Rr