1ed4de73b6
* CLI init refactor * fix * cleanup and (partial) docs * Adding documentation and continuing cleanup (in progress) * remove finetune.py script * continued cleanup and documentation * pytest fixes * review comments * fix * Fix * typing fixes * make sure the batch dataset patcher for multipack is always loaded when handling datasets * review comments * fix --------- Co-authored-by: Dan Saunders <dan@axolotl.ai> Co-authored-by: Wing Lian <wing@axolotl.ai>
73 lines
2.3 KiB
Python
73 lines
2.3 KiB
Python
"""pytest tests for axolotl CLI preprocess command."""
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import shutil
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from pathlib import Path
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from unittest.mock import patch
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import pytest
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from axolotl.cli.main import cli
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@pytest.fixture(autouse=True)
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def cleanup_last_run_prepared():
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yield
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if Path("last_run_prepared").exists():
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shutil.rmtree("last_run_prepared")
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def test_preprocess_config_not_found(cli_runner):
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"""Test preprocess fails when config not found"""
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result = cli_runner.invoke(cli, ["preprocess", "nonexistent.yml"])
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assert result.exit_code != 0
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def test_preprocess_basic(cli_runner, config_path):
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"""Test basic preprocessing with minimal config"""
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with patch("axolotl.cli.preprocess.do_cli") as mock_do_cli:
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result = cli_runner.invoke(cli, ["preprocess", str(config_path)])
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assert result.exit_code == 0
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mock_do_cli.assert_called_once()
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assert mock_do_cli.call_args.kwargs["config"] == str(config_path)
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assert mock_do_cli.call_args.kwargs["download"] is True
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def test_preprocess_without_download(cli_runner, config_path):
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"""Test preprocessing without model download"""
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with patch("axolotl.cli.preprocess.do_cli") as mock_do_cli:
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result = cli_runner.invoke(
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cli, ["preprocess", str(config_path), "--no-download"]
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)
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assert result.exit_code == 0
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mock_do_cli.assert_called_once()
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assert mock_do_cli.call_args.kwargs["config"] == str(config_path)
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assert mock_do_cli.call_args.kwargs["download"] is False
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def test_preprocess_custom_path(cli_runner, tmp_path, valid_test_config):
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"""Test preprocessing with custom dataset path"""
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config_path = tmp_path / "config.yml"
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custom_path = tmp_path / "custom_prepared"
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config_path.write_text(valid_test_config)
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with patch("axolotl.cli.preprocess.do_cli") as mock_do_cli:
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result = cli_runner.invoke(
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cli,
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[
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"preprocess",
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str(config_path),
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"--dataset-prepared-path",
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str(custom_path.absolute()),
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],
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)
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assert result.exit_code == 0
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mock_do_cli.assert_called_once()
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assert mock_do_cli.call_args.kwargs["config"] == str(config_path)
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assert mock_do_cli.call_args.kwargs["dataset_prepared_path"] == str(
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custom_path.absolute()
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)
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