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feat: Add crew train cli (#624)
* fix: fix crewai-tools cli command * feat: add crewai train CLI command * feat: add the tests * fix: fix typing hinting issue on code * fix: test.yml * fix: fix test * fix: removed fix since it didnt changed the test
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tests/cli/train_crew_test.py
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87
tests/cli/train_crew_test.py
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import subprocess
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from unittest import mock
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from crewai.cli.train_crew import train_crew
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@mock.patch("crewai.cli.train_crew.subprocess.run")
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def test_train_crew_positive_iterations(mock_subprocess_run):
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# Arrange
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n_iterations = 5
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mock_subprocess_run.return_value = subprocess.CompletedProcess(
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args=["poetry", "run", "train", str(n_iterations)],
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returncode=0,
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stdout="Success",
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stderr="",
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)
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# Act
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train_crew(n_iterations)
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# Assert
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mock_subprocess_run.assert_called_once_with(
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["poetry", "run", "train", str(n_iterations)],
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capture_output=False,
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text=True,
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check=True,
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)
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@mock.patch("crewai.cli.train_crew.click")
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def test_train_crew_zero_iterations(click):
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train_crew(0)
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click.echo.assert_called_once_with(
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"An unexpected error occurred: The number of iterations must be a positive integer.",
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err=True,
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)
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@mock.patch("crewai.cli.train_crew.click")
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def test_train_crew_negative_iterations(click):
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train_crew(-2)
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click.echo.assert_called_once_with(
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"An unexpected error occurred: The number of iterations must be a positive integer.",
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err=True,
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)
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@mock.patch("crewai.cli.train_crew.click")
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@mock.patch("crewai.cli.train_crew.subprocess.run")
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def test_train_crew_called_process_error(mock_subprocess_run, click):
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n_iterations = 5
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mock_subprocess_run.side_effect = subprocess.CalledProcessError(
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returncode=1,
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cmd=["poetry", "run", "train", str(n_iterations)],
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output="Error",
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stderr="Some error occurred",
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)
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train_crew(n_iterations)
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mock_subprocess_run.assert_called_once_with(
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["poetry", "run", "train", "5"], capture_output=False, text=True, check=True
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)
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click.echo.assert_has_calls(
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[
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mock.call.echo(
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"An error occurred while training the crew: Command '['poetry', 'run', 'train', '5']' returned non-zero exit status 1.",
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err=True,
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),
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mock.call.echo("Error", err=True),
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]
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)
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@mock.patch("crewai.cli.train_crew.click")
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@mock.patch("crewai.cli.train_crew.subprocess.run")
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def test_train_crew_unexpected_exception(mock_subprocess_run, click):
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# Arrange
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n_iterations = 5
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mock_subprocess_run.side_effect = Exception("Unexpected error")
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train_crew(n_iterations)
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mock_subprocess_run.assert_called_once_with(
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["poetry", "run", "train", "5"], capture_output=False, text=True, check=True
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)
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click.echo.assert_called_once_with(
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"An unexpected error occurred: Unexpected error", err=True
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)
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