from dvc.utils import relpath from dvc.utils.serialize import dump_yaml def test_diff_no_params(tmp_dir, scm, dvc): assert dvc.params.diff() == {} def test_diff_no_changes(tmp_dir, scm, dvc): tmp_dir.gen("params.yaml", "foo: bar") dvc.run(cmd="echo params.yaml", params=["foo"], single_stage=True) scm.add(["params.yaml", "Dvcfile"]) scm.commit("bar") assert dvc.params.diff() == {} def test_diff(tmp_dir, scm, dvc): tmp_dir.gen("params.yaml", "foo: bar") dvc.run(cmd="echo params.yaml", params=["foo"], single_stage=True) scm.add(["params.yaml", "Dvcfile"]) scm.commit("bar") tmp_dir.scm_gen("params.yaml", "foo: baz", commit="baz") tmp_dir.scm_gen("params.yaml", "foo: qux", commit="qux") assert dvc.params.diff(a_rev="HEAD~2") == { "params.yaml": {"foo": {"old": "bar", "new": "qux"}} } def test_diff_dirty(tmp_dir, scm, dvc): tmp_dir.gen("params.yaml", "foo: bar") dvc.run(cmd="echo params.yaml", params=["foo"], single_stage=True) scm.add(["params.yaml", "Dvcfile"]) scm.commit("bar") tmp_dir.scm_gen("params.yaml", "foo: baz", commit="baz") tmp_dir.gen("params.yaml", "foo: qux") assert dvc.params.diff() == { "params.yaml": {"foo": {"old": "baz", "new": "qux"}} } def test_diff_new(tmp_dir, scm, dvc): tmp_dir.gen("params.yaml", "foo: bar") dvc.run(cmd="echo params.yaml", params=["foo"], single_stage=True) assert dvc.params.diff() == { "params.yaml": {"foo": {"old": None, "new": "bar"}} } def test_diff_deleted(tmp_dir, scm, dvc): tmp_dir.gen("params.yaml", "foo: bar") dvc.run(cmd="echo params.yaml", params=["foo"], single_stage=True) scm.add(["params.yaml", "Dvcfile"]) scm.commit("bar") (tmp_dir / "params.yaml").unlink() assert dvc.params.diff() == { "params.yaml": {"foo": {"old": "bar", "new": None}} } def test_diff_deleted_config(tmp_dir, scm, dvc): tmp_dir.gen("params.yaml", "foo: bar") dvc.run(cmd="echo params.yaml", params=["foo"], single_stage=True) scm.add(["params.yaml", "Dvcfile"]) scm.commit("bar") (tmp_dir / "params.yaml").unlink() assert dvc.params.diff() == { "params.yaml": {"foo": {"old": "bar", "new": None}} } def test_diff_list(tmp_dir, scm, dvc): tmp_dir.gen("params.yaml", "foo:\n- bar\n- baz") dvc.run(cmd="echo params.yaml", params=["foo"], single_stage=True) scm.add(["params.yaml", "Dvcfile"]) scm.commit("foo") tmp_dir.gen("params.yaml", "foo:\n- bar\n- baz\n- qux") assert dvc.params.diff() == { "params.yaml": { "foo": {"old": "['bar', 'baz']", "new": "['bar', 'baz', 'qux']"} } } def test_diff_dict(tmp_dir, scm, dvc): tmp_dir.gen("params.yaml", "foo:\n bar: baz") dvc.run(cmd="echo params.yaml", params=["foo"], single_stage=True) scm.add(["params.yaml", "Dvcfile"]) scm.commit("foo") tmp_dir.gen("params.yaml", "foo:\n bar: qux") assert dvc.params.diff() == { "params.yaml": {"foo.bar": {"old": "baz", "new": "qux"}} } def test_diff_with_unchanged(tmp_dir, scm, dvc): tmp_dir.gen("params.yaml", "foo: bar\nxyz: val") dvc.run(cmd="echo params.yaml", params=["foo,xyz"], single_stage=True) scm.add(["params.yaml", "Dvcfile"]) scm.commit("bar") tmp_dir.scm_gen("params.yaml", "foo: baz\nxyz: val", commit="baz") tmp_dir.scm_gen("params.yaml", "foo: qux\nxyz: val", commit="qux") assert dvc.params.diff(a_rev="HEAD~2", all=True) == { "params.yaml": { "foo": {"old": "bar", "new": "qux"}, "xyz": {"old": "val", "new": "val"}, } } def test_pipeline_tracked_params(tmp_dir, scm, dvc, run_copy): from dvc.dvcfile import PIPELINE_FILE tmp_dir.gen({"foo": "foo", "params.yaml": "foo: bar\nxyz: val"}) run_copy("foo", "bar", name="copy-foo-bar", params=["foo,xyz"]) scm.add(["params.yaml", PIPELINE_FILE]) scm.commit("add stage") tmp_dir.scm_gen("params.yaml", "foo: baz\nxyz: val", commit="baz") tmp_dir.scm_gen("params.yaml", "foo: qux\nxyz: val", commit="qux") assert dvc.params.diff(a_rev="HEAD~2") == { "params.yaml": {"foo": {"old": "bar", "new": "qux"}} } def test_no_commits(tmp_dir): from dvc.repo import Repo from dvc.scm.git import Git from tests.dir_helpers import git_init git_init(".") assert Git().no_commits assert Repo.init().params.diff() == {} def test_vars_shows_on_params_diff(tmp_dir, scm, dvc): params_file = tmp_dir / "test_params.yaml" param_data = {"vars": {"model1": {"epoch": 15}, "model2": {"epoch": 35}}} dump_yaml(params_file, param_data) d = { "vars": ["test_params.yaml"], "stages": { "build": { "foreach": "${vars}", "do": {"cmd": "script --epoch ${item.epoch}"}, } }, } dump_yaml("dvc.yaml", d) assert dvc.params.diff() == { "test_params.yaml": { "vars.model1.epoch": {"new": 15, "old": None}, "vars.model2.epoch": {"new": 35, "old": None}, } } scm.add(["dvc.yaml", "test_params.yaml"]) scm.commit("added stages") param_data["vars"]["model1"]["epoch"] = 20 dump_yaml(params_file, param_data) assert dvc.params.diff() == { "test_params.yaml": { "vars.model1.epoch": {"new": 20, "old": 15, "diff": 5}, } } data_dir = tmp_dir / "data" data_dir.mkdir() with data_dir.chdir(): assert dvc.params.diff() == { relpath(params_file): { "vars.model1.epoch": {"new": 20, "old": 15, "diff": 5}, } } def test_diff_targeted(tmp_dir, scm, dvc, run_copy): from dvc.dvcfile import PIPELINE_FILE tmp_dir.gen( { "foo": "foo", "params.yaml": "foo: bar", "other_params.yaml": "xyz: val", } ) run_copy( "foo", "bar", name="copy-foo-bar", params=["foo", "other_params.yaml:xyz"], ) scm.add(["params.yaml", "other_params.yaml", PIPELINE_FILE]) scm.commit("add stage") tmp_dir.scm_gen( {"params.yaml": "foo: baz", "other_params.yaml": "xyz: val2"}, commit="baz", ) tmp_dir.scm_gen( {"params.yaml": "foo: qux", "other_params.yaml": "xyz: val3"}, commit="qux", ) assert dvc.params.diff(a_rev="HEAD~2") == { "params.yaml": {"foo": {"old": "bar", "new": "qux"}}, "other_params.yaml": {"xyz": {"old": "val", "new": "val3"}}, } assert dvc.params.diff(a_rev="HEAD~2", targets=["params.yaml"]) == { "params.yaml": {"foo": {"old": "bar", "new": "qux"}} } assert dvc.params.diff(a_rev="HEAD~2", targets=["other_params.yaml"]) == { "other_params.yaml": {"xyz": {"old": "val", "new": "val3"}}, }