bb1cae1a20
* add --launcher option; explicit True/False bool args; small cleanup * refactor * add torchrun, accelerate cli args * add rdzv arg default + tests * update _quarto * coderabbit * fix * we can't set rdvz_id independently across nodes * coderabbit * fix tests
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=0.0001",
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"--batch-size=8",
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"--debug=True",
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"--use-fp16=False",
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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 "does not exist" 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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