# Copyright 2024 Bytedance Ltd. and/or its affiliates # # 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. import json import os import shutil import uuid import pytest from verl.utils.checkpoint import CHECKPOINT_TRACKER, find_latest_ckpt, remove_obsolete_ckpt @pytest.fixture def save_checkpoint_path(): ckpt_dir = os.path.join("checkpoints", str(uuid.uuid4())) os.makedirs(ckpt_dir, exist_ok=True) yield ckpt_dir shutil.rmtree(ckpt_dir, ignore_errors=True) def test_find_latest_ckpt(save_checkpoint_path): with open(os.path.join(save_checkpoint_path, CHECKPOINT_TRACKER), "w") as f: json.dump({"last_global_step": 10}, f, ensure_ascii=False, indent=2) assert find_latest_ckpt(save_checkpoint_path)[0] is None os.makedirs(os.path.join(save_checkpoint_path, "global_step_10"), exist_ok=True) assert find_latest_ckpt(save_checkpoint_path)[0] == os.path.join(save_checkpoint_path, "global_step_10") def test_remove_obsolete_ckpt(save_checkpoint_path): for step in range(5, 30, 5): os.makedirs(os.path.join(save_checkpoint_path, f"global_step_{step}"), exist_ok=True) remove_obsolete_ckpt(save_checkpoint_path, global_step=30, best_global_step=10, save_limit=3) for step in range(5, 30, 5): is_exist = step in [10, 25] assert os.path.exists(os.path.join(save_checkpoint_path, f"global_step_{step}")) == is_exist