import logging import os import stat import pytest from funcy import first from dvc.utils.serialize import PythonFileCorruptedError from tests.func.test_repro_multistage import COPY_SCRIPT def test_new_simple(tmp_dir, scm, dvc, exp_stage, mocker): tmp_dir.gen("params.yaml", "foo: 2") new_mock = mocker.spy(dvc.experiments, "new") dvc.experiments.run(exp_stage.addressing) new_mock.assert_called_once() assert ( tmp_dir / ".dvc" / "experiments" / "metrics.yaml" ).read_text() == "foo: 2" @pytest.mark.skipif(os.name == "nt", reason="Not supported for Windows.") def test_file_permissions(tmp_dir, scm, dvc, exp_stage, mocker): mode = 0o755 os.chmod(tmp_dir / "copy.py", mode) scm.add(["copy.py"]) scm.commit("set exec") tmp_dir.gen("params.yaml", "foo: 2") dvc.experiments.run(exp_stage.addressing) assert stat.S_IMODE(os.stat(tmp_dir / "copy.py").st_mode) == mode def test_failed_exp(tmp_dir, scm, dvc, exp_stage, mocker, caplog): from dvc.stage.exceptions import StageCmdFailedError tmp_dir.gen("params.yaml", "foo: 2") mocker.patch( "dvc.stage.run.cmd_run", side_effect=StageCmdFailedError(exp_stage.cmd, -1), ) with caplog.at_level(logging.ERROR): dvc.experiments.run(exp_stage.addressing) assert "Failed to reproduce experiment" in caplog.text def test_update_with_pull(tmp_dir, scm, dvc, exp_stage, mocker): expected_revs = [scm.get_rev()] tmp_dir.gen("params.yaml", "foo: 2") dvc.experiments.run(exp_stage.addressing) scm.add(["dvc.yaml", "dvc.lock", "params.yaml", "metrics.yaml"]) scm.commit("promote experiment") expected_revs.append(scm.get_rev()) tmp_dir.gen("params.yaml", "foo: 3") dvc.experiments.run(exp_stage.addressing) exp_scm = dvc.experiments.scm for rev in expected_revs: assert exp_scm.has_rev(rev) @pytest.mark.parametrize( "changes, expected", [ [["foo=baz"], "{foo: baz, goo: {bag: 3}, lorem: false}"], [["foo=baz,goo=bar"], "{foo: baz, goo: bar, lorem: false}"], [ ["goo.bag=4"], "{foo: [bar: 1, baz: 2], goo: {bag: 4}, lorem: false}", ], [["foo[0]=bar"], "{foo: [bar, baz: 2], goo: {bag: 3}, lorem: false}"], [ ["foo[1].baz=3"], "{foo: [bar: 1, baz: 3], goo: {bag: 3}, lorem: false}", ], [ ["foo[1]=- baz\n- goo"], "{foo: [bar: 1, [baz, goo]], goo: {bag: 3}, lorem: false}", ], [ ["lorem.ipsum=3"], "{foo: [bar: 1, baz: 2], goo: {bag: 3}, lorem: {ipsum: 3}}", ], ], ) def test_modify_params(tmp_dir, scm, dvc, mocker, changes, expected): tmp_dir.gen("copy.py", COPY_SCRIPT) tmp_dir.gen( "params.yaml", "{foo: [bar: 1, baz: 2], goo: {bag: 3}, lorem: false}" ) stage = dvc.run( cmd="python copy.py params.yaml metrics.yaml", metrics_no_cache=["metrics.yaml"], params=["foo", "goo", "lorem"], name="copy-file", ) scm.add(["dvc.yaml", "dvc.lock", "copy.py", "params.yaml", "metrics.yaml"]) scm.commit("init") new_mock = mocker.spy(dvc.experiments, "new") dvc.experiments.run(stage.addressing, params=changes) new_mock.assert_called_once() assert ( tmp_dir / ".dvc" / "experiments" / "metrics.yaml" ).read_text().strip() == expected def test_checkout(tmp_dir, scm, dvc, exp_stage): results = dvc.experiments.run(exp_stage.addressing, params=["foo=2"]) exp_a = first(results) results = dvc.experiments.run(exp_stage.addressing, params=["foo=3"]) exp_b = first(results) dvc.experiments.checkout(exp_a) assert (tmp_dir / "params.yaml").read_text().strip() == "foo: 2" assert (tmp_dir / "metrics.yaml").read_text().strip() == "foo: 2" dvc.experiments.checkout(exp_b) assert (tmp_dir / "params.yaml").read_text().strip() == "foo: 3" assert (tmp_dir / "metrics.yaml").read_text().strip() == "foo: 3" def test_get_baseline(tmp_dir, scm, dvc, exp_stage): init_rev = scm.get_rev() assert dvc.experiments.get_baseline(init_rev) is None results = dvc.experiments.run(exp_stage.addressing, params=["foo=2"]) exp_rev = first(results) assert dvc.experiments.get_baseline(exp_rev) == init_rev dvc.experiments.run(exp_stage.addressing, params=["foo=3"], queue=True) assert dvc.experiments.get_baseline("stash@{0}") == init_rev dvc.experiments.checkout(exp_rev) scm.add(["dvc.yaml", "dvc.lock", "copy.py", "params.yaml", "metrics.yaml"]) scm.commit("promote exp") promote_rev = scm.get_rev() results = dvc.experiments.run(exp_stage.addressing, params=["foo=4"]) exp_rev = first(results) assert dvc.experiments.get_baseline(promote_rev) is None assert dvc.experiments.get_baseline(exp_rev) == promote_rev dvc.experiments.run(exp_stage.addressing, params=["foo=5"], queue=True) assert dvc.experiments.get_baseline("stash@{0}") == promote_rev assert dvc.experiments.get_baseline("stash@{1}") == init_rev def test_update_py_params(tmp_dir, scm, dvc): tmp_dir.gen("copy.py", COPY_SCRIPT) tmp_dir.gen("params.py", "INT = 1\n") stage = dvc.run( cmd="python copy.py params.py metrics.py", metrics_no_cache=["metrics.py"], params=["params.py:INT"], name="copy-file", ) scm.add(["dvc.yaml", "dvc.lock", "copy.py", "params.py", "metrics.py"]) scm.commit("init") results = dvc.experiments.run(stage.addressing, params=["params.py:INT=2"]) exp_a = first(results) dvc.experiments.checkout(exp_a) assert (tmp_dir / "params.py").read_text().strip() == "INT = 2" assert (tmp_dir / "metrics.py").read_text().strip() == "INT = 2" tmp_dir.gen( "params.py", "INT = 1\nFLOAT = 0.001\nDICT = {'a': 1}\n\n" "class Train:\n seed = 2020\n\n" "class Klass:\n def __init__(self):\n self.a = 111\n", ) stage = dvc.run( cmd="python copy.py params.py metrics.py", metrics_no_cache=["metrics.py"], params=["params.py:INT,FLOAT,DICT,Train,Klass"], name="copy-file", ) scm.add(["dvc.yaml", "dvc.lock", "copy.py", "params.py", "metrics.py"]) scm.commit("init") results = dvc.experiments.run( stage.addressing, params=["params.py:FLOAT=0.1,Train.seed=2121,Klass.a=222"], ) exp_a = first(results) result = ( "INT = 1\nFLOAT = 0.1\nDICT = {'a': 1}\n\n" "class Train:\n seed = 2121\n\n" "class Klass:\n def __init__(self):\n self.a = 222" ) dvc.experiments.checkout(exp_a) assert (tmp_dir / "params.py").read_text().strip() == result assert (tmp_dir / "metrics.py").read_text().strip() == result tmp_dir.gen("params.py", "INT = 1\n") stage = dvc.run( cmd="python copy.py params.py metrics.py", metrics_no_cache=["metrics.py"], params=["params.py:INT"], name="copy-file", ) scm.add(["dvc.yaml", "dvc.lock", "copy.py", "params.py", "metrics.py"]) scm.commit("init") with pytest.raises(PythonFileCorruptedError): dvc.experiments.run(stage.addressing, params=["params.py:INT=2a"]) def test_extend_branch(tmp_dir, scm, dvc, exp_stage): results = dvc.experiments.run(exp_stage.addressing, params=["foo=2"]) exp_a = first(results) exp_branch = dvc.experiments._get_branch_containing(exp_a) results = dvc.experiments.run( exp_stage.addressing, params=["foo=3"], branch=exp_branch, apply_workspace=False, ) exp_b = first(results) assert exp_a != exp_b assert dvc.experiments._get_branch_containing(exp_b) == exp_branch dvc.experiments.checkout(exp_a) assert (tmp_dir / "params.yaml").read_text().strip() == "foo: 2" assert (tmp_dir / "metrics.yaml").read_text().strip() == "foo: 2" dvc.experiments.checkout(exp_b) assert (tmp_dir / "params.yaml").read_text().strip() == "foo: 3" assert (tmp_dir / "metrics.yaml").read_text().strip() == "foo: 3" def test_detached_parent(tmp_dir, scm, dvc, exp_stage, mocker): detached_rev = scm.get_rev() tmp_dir.gen("params.yaml", "foo: 2") dvc.reproduce(exp_stage.addressing) scm.add(["dvc.yaml", "dvc.lock", "copy.py", "params.yaml", "metrics.yaml"]) scm.commit("v2") scm.checkout(detached_rev) assert scm.repo.head.is_detached results = dvc.experiments.run(exp_stage.addressing, params=["foo=3"]) exp_rev = first(results) assert dvc.experiments.get_baseline(exp_rev) == detached_rev assert (tmp_dir / "params.yaml").read_text().strip() == "foo: 3" assert (tmp_dir / "metrics.yaml").read_text().strip() == "foo: 3"