# Copyright 2024 the LlamaFactory 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. from typing import Tuple import pytest from llamafactory.data.processors.processor_utils import infer_seqlen @pytest.mark.parametrize( "test_input,test_output", [ ((3000, 2000, 1000), (600, 400)), ((2000, 3000, 1000), (400, 600)), ((1000, 100, 1000), (900, 100)), ((100, 1000, 1000), (100, 900)), ((100, 500, 1000), (100, 500)), ((500, 100, 1000), (500, 100)), ((10, 10, 1000), (10, 10)), ], ) def test_infer_seqlen(test_input: Tuple[int, int, int], test_output: Tuple[int, int]): assert test_output == infer_seqlen(*test_input)