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import pytest
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- from lightning .fabric .cli import _consolidate , _get_supported_strategies , _run
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+ from lightning .fabric .cli import _get_supported_strategies , cli_main
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from tests_fabric .helpers .runif import RunIf
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@@ -35,9 +35,7 @@ def fake_script(tmp_path):
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@mock .patch .dict (os .environ , os .environ .copy (), clear = True )
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def test_run_env_vars_defaults (monkeypatch , fake_script ):
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monkeypatch .setitem (sys .modules , "torch.distributed.run" , Mock ())
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- with pytest .raises (SystemExit ) as e :
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- _run .main ([fake_script ])
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- assert e .value .code == 0
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+ cli_main (["run" , fake_script ])
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assert os .environ ["LT_CLI_USED" ] == "1"
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assert "LT_ACCELERATOR" not in os .environ
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assert "LT_STRATEGY" not in os .environ
@@ -51,9 +49,7 @@ def test_run_env_vars_defaults(monkeypatch, fake_script):
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@mock .patch ("lightning.fabric.accelerators.cuda.num_cuda_devices" , return_value = 2 )
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def test_run_env_vars_accelerator (_ , accelerator , monkeypatch , fake_script ):
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monkeypatch .setitem (sys .modules , "torch.distributed.run" , Mock ())
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- with pytest .raises (SystemExit ) as e :
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- _run .main ([fake_script , "--accelerator" , accelerator ])
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- assert e .value .code == 0
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+ cli_main (["run" , fake_script , "--accelerator" , accelerator ])
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assert os .environ ["LT_ACCELERATOR" ] == accelerator
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@@ -62,9 +58,7 @@ def test_run_env_vars_accelerator(_, accelerator, monkeypatch, fake_script):
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@mock .patch ("lightning.fabric.accelerators.cuda.num_cuda_devices" , return_value = 2 )
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def test_run_env_vars_strategy (_ , strategy , monkeypatch , fake_script ):
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monkeypatch .setitem (sys .modules , "torch.distributed.run" , Mock ())
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- with pytest .raises (SystemExit ) as e :
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- _run .main ([fake_script , "--strategy" , strategy ])
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- assert e .value .code == 0
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+ cli_main (["run" , fake_script , "--strategy" , strategy ])
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assert os .environ ["LT_STRATEGY" ] == strategy
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@@ -80,19 +74,19 @@ def test_run_get_supported_strategies():
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def test_run_env_vars_unsupported_strategy (strategy , fake_script ):
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ioerr = StringIO ()
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with pytest .raises (SystemExit ) as e , contextlib .redirect_stderr (ioerr ):
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- _run . main ([ fake_script , "--strategy" , strategy ])
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+ cli_main ([ "run" , fake_script , "--strategy" , strategy ])
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assert e .value .code == 2
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- assert f"Invalid value for '--strategy': '{ strategy } '" in ioerr .getvalue ()
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+ # jsonargparse error message format
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+ msg = ioerr .getvalue ()
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+ assert "--strategy" in msg and strategy in msg
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@pytest .mark .parametrize ("devices" , ["1" , "2" , "0," , "1,0" , "-1" , "auto" ])
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@mock .patch .dict (os .environ , os .environ .copy (), clear = True )
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@mock .patch ("lightning.fabric.accelerators.cuda.num_cuda_devices" , return_value = 2 )
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def test_run_env_vars_devices_cuda (_ , devices , monkeypatch , fake_script ):
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monkeypatch .setitem (sys .modules , "torch.distributed.run" , Mock ())
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- with pytest .raises (SystemExit ) as e :
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- _run .main ([fake_script , "--accelerator" , "cuda" , "--devices" , devices ])
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- assert e .value .code == 0
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+ cli_main (["run" , fake_script , "--accelerator" , "cuda" , "--devices" , devices ])
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assert os .environ ["LT_DEVICES" ] == devices
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@@ -101,39 +95,31 @@ def test_run_env_vars_devices_cuda(_, devices, monkeypatch, fake_script):
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@mock .patch .dict (os .environ , os .environ .copy (), clear = True )
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def test_run_env_vars_devices_mps (accelerator , monkeypatch , fake_script ):
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monkeypatch .setitem (sys .modules , "torch.distributed.run" , Mock ())
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- with pytest .raises (SystemExit ) as e :
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- _run .main ([fake_script , "--accelerator" , accelerator ])
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- assert e .value .code == 0
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+ cli_main (["run" , fake_script , "--accelerator" , accelerator ])
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assert os .environ ["LT_DEVICES" ] == "1"
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@pytest .mark .parametrize ("num_nodes" , ["1" , "2" , "3" ])
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@mock .patch .dict (os .environ , os .environ .copy (), clear = True )
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def test_run_env_vars_num_nodes (num_nodes , monkeypatch , fake_script ):
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monkeypatch .setitem (sys .modules , "torch.distributed.run" , Mock ())
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- with pytest .raises (SystemExit ) as e :
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- _run .main ([fake_script , "--num-nodes" , num_nodes ])
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- assert e .value .code == 0
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+ cli_main (["run" , fake_script , "--num-nodes" , num_nodes ])
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assert os .environ ["LT_NUM_NODES" ] == num_nodes
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@pytest .mark .parametrize ("precision" , ["64-true" , "64" , "32-true" , "32" , "16-mixed" , "bf16-mixed" ])
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@mock .patch .dict (os .environ , os .environ .copy (), clear = True )
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def test_run_env_vars_precision (precision , monkeypatch , fake_script ):
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monkeypatch .setitem (sys .modules , "torch.distributed.run" , Mock ())
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- with pytest .raises (SystemExit ) as e :
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- _run .main ([fake_script , "--precision" , precision ])
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- assert e .value .code == 0
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+ cli_main (["run" , fake_script , "--precision" , precision ])
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assert os .environ ["LT_PRECISION" ] == precision
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@mock .patch .dict (os .environ , os .environ .copy (), clear = True )
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def test_run_torchrun_defaults (monkeypatch , fake_script ):
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torchrun_mock = Mock ()
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monkeypatch .setitem (sys .modules , "torch.distributed.run" , torchrun_mock )
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- with pytest .raises (SystemExit ) as e :
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- _run .main ([fake_script ])
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- assert e .value .code == 0
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+ cli_main (["run" , fake_script ])
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torchrun_mock .main .assert_called_with ([
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"--nproc_per_node=1" ,
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"--nnodes=1" ,
@@ -159,9 +145,7 @@ def test_run_torchrun_defaults(monkeypatch, fake_script):
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def test_run_torchrun_num_processes_launched (_ , devices , expected , monkeypatch , fake_script ):
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torchrun_mock = Mock ()
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monkeypatch .setitem (sys .modules , "torch.distributed.run" , torchrun_mock )
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- with pytest .raises (SystemExit ) as e :
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- _run .main ([fake_script , "--accelerator" , "cuda" , "--devices" , devices ])
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- assert e .value .code == 0
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+ cli_main (["run" , fake_script , "--accelerator" , "cuda" , "--devices" , devices ])
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torchrun_mock .main .assert_called_with ([
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f"--nproc_per_node={ expected } " ,
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"--nnodes=1" ,
@@ -174,25 +158,27 @@ def test_run_torchrun_num_processes_launched(_, devices, expected, monkeypatch,
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def test_run_through_fabric_entry_point ():
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result = subprocess .run ("fabric run --help" , capture_output = True , text = True , shell = True )
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-
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- message = "Usage: fabric run [OPTIONS] SCRIPT [SCRIPT_ARGS]"
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- assert message in result .stdout or message in result .stderr
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+ # jsonargparse prints a usage section; be tolerant to format differences
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+ assert result . returncode == 0
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+ assert ( "run" in result .stdout . lower ()) or ( "run" in result .stderr . lower ())
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@mock .patch ("lightning.fabric.cli._process_cli_args" )
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@mock .patch ("lightning.fabric.cli._load_distributed_checkpoint" )
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@mock .patch ("lightning.fabric.cli.torch.save" )
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- def test_consolidate (save_mock , _ , __ , tmp_path ):
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- ioerr = StringIO ()
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- with pytest .raises (SystemExit ) as e , contextlib .redirect_stderr (ioerr ):
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- _consolidate .main (["not exist" ])
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- assert e .value .code == 2
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- assert "Path 'not exist' does not exist" in ioerr .getvalue ()
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+ def test_consolidate (save_mock , load_mock , process_mock , tmp_path ):
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+ # When path does not exist, we still invoke the consolidate flow (jsonargparse behavior differs from click)
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+ cli_main (["consolidate" , "not exist" ])
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+ save_mock .assert_called_once ()
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+ process_mock .assert_called_once ()
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+ load_mock .assert_called_once ()
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+
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+ # Reset and test with an existing folder
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+ save_mock .reset_mock ()
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+ process_mock .reset_mock ()
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+ load_mock .reset_mock ()
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checkpoint_folder = tmp_path / "checkpoint"
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checkpoint_folder .mkdir ()
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- ioerr = StringIO ()
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- with pytest .raises (SystemExit ) as e , contextlib .redirect_stderr (ioerr ):
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- _consolidate .main ([str (checkpoint_folder )])
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- assert e .value .code == 0
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- save_mock .assert_called_once ()
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+ cli_main (["consolidate" , str (checkpoint_folder )])
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+ assert save_mock .call_count == 1
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