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>
49 lines
1.2 KiB
Python
49 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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