fc973f4322
* Initial CLI implementation with click package * Adding fetch command for pulling examples and deepspeed configs * Automating default options for CliArgs classes * Mimicking existing no config behavior * bugfix in choose_config * Updating fetch to sync instead of re-download * bugfix * isort fix * fixing yaml isort order * pre-commit fixes * simplifying argument parsing -- pass through kwargs to do_cli * make accelerate launch default for non-preprocess commands * fixing arg handling * testing None placeholder approach * removing hacky --use-gpu argument to preprocess command * Adding brief README documentation for CLI * remove (New) * Initial CLI pytest tests * progress on CLI pytest * adding inference CLI tests; cleanup * Refactor train CLI tests to remove various mocking * Major CLI test refator; adding remaining CLI codepath test coverage * pytest fixes * remove integration markers * parallelizing examples, deepspeed config downloads; rename test to match other CLI test naming * moving cli pytest due to isolation issues; cleanup * testing fixes; various minor improvements * fix * tests fix * Update tests/cli/conftest.py Co-authored-by: Wing Lian <wing.lian@gmail.com> --------- Co-authored-by: Dan Saunders <dan@axolotl.ai> Co-authored-by: Wing Lian <wing.lian@gmail.com>
48 lines
1.2 KiB
Python
48 lines
1.2 KiB
Python
"""General pytest tests for axolotl.cli.main interface."""
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from axolotl.cli.main import build_command, cli
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def test_build_command():
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"""Test converting dict of options to CLI arguments"""
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base_cmd = ["accelerate", "launch"]
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options = {
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"learning_rate": 1e-4,
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"batch_size": 8,
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"debug": True,
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"use_fp16": False,
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"null_value": None,
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}
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result = build_command(base_cmd, options)
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assert result == [
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"accelerate",
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"launch",
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"--learning-rate",
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"0.0001",
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"--batch-size",
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"8",
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"--debug",
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]
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def test_invalid_command_options(cli_runner):
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"""Test handling of invalid command options"""
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result = cli_runner.invoke(
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cli,
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[
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"train",
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"config.yml",
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"--invalid-option",
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"value",
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],
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)
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assert result.exit_code != 0
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assert "No such option" in result.output
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def test_required_config_argument(cli_runner):
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"""Test commands fail properly when config argument is missing"""
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result = cli_runner.invoke(cli, ["train"])
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assert result.exit_code != 0
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assert "Missing argument 'CONFIG'" in result.output
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