97 lines
2.8 KiB
Python
97 lines
2.8 KiB
Python
# Copyright 2022 The HuggingFace Team. 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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import ast
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import os
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import re
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import shutil
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import tempfile
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import unittest
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from pathlib import Path
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from unittest import mock, skip
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from typing import List
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from .test_utils import slow, skip, get_launch_command, TempDirTestCase
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# DataLoaders built from `test_samples/MRPC` for quick testing
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# Should mock `{script_name}.get_dataloaders` via:
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# @mock.patch("{script_name}.get_dataloaders", mocked_dataloaders)
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EXCLUDE_EXAMPLES = [
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"cross_validation.py",
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"checkpointing.py",
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"gradient_accumulation.py",
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"local_sgd.py",
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"multi_process_metrics.py",
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"memory.py",
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"schedule_free.py",
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"tracking.py",
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"automatic_gradient_accumulation.py",
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"fsdp_with_peak_mem_tracking.py",
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"deepspeed_with_config_support.py",
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"megatron_lm_gpt_pretraining.py",
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"early_stopping.py",
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"ddp_comm_hook.py",
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"profiler.py",
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]
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import subprocess
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class SubprocessCallException(Exception):
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pass
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def run_command(command: List[str], return_stdout=False, env=None):
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"""
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Runs `command` with `subprocess.check_output` and will potentially return the `stdout`. Will also properly capture
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if an error occured while running `command`
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"""
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# Cast every path in `command` to a string
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for i, c in enumerate(command):
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if isinstance(c, Path):
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command[i] = str(c)
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if env is None:
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env = os.environ.copy()
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try:
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output = subprocess.check_output(command, stderr=subprocess.STDOUT, env=env)
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if return_stdout:
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if hasattr(output, "decode"):
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output = output.decode("utf-8")
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return output
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except subprocess.CalledProcessError as e:
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raise SubprocessCallException(
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f"Command `{' '.join(command)}` failed with the following error:\n\n{e.output.decode()}"
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) from e
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class ExamplesTests(TempDirTestCase):
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clear_on_setup = False
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@classmethod
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def setUpClass(cls):
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super().setUpClass()
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cls._tmpdir = tempfile.mkdtemp()
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cls.launch_args = ["python3"]
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@classmethod
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def tearDownClass(cls):
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super().tearDownClass()
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shutil.rmtree(cls._tmpdir)
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def test_oneshot(self):
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testargs = ["examples/oneshot.py"]
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run_command(self.launch_args + testargs)
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