import pytest from funcy import first from dvc.repo.experiments.utils import exp_refs_by_rev @pytest.mark.parametrize("use_url", [True, False]) def test_push(tmp_dir, scm, dvc, git_upstream, exp_stage, use_url): from dvc.exceptions import InvalidArgumentError remote = git_upstream.url if use_url else git_upstream.remote with pytest.raises(InvalidArgumentError): dvc.experiments.push(remote, ["foo"]) results = dvc.experiments.run(exp_stage.addressing, params=["foo=1"]) exp1 = first(results) ref_info1 = first(exp_refs_by_rev(scm, exp1)) results = dvc.experiments.run(exp_stage.addressing, params=["foo=2"]) exp2 = first(results) ref_info2 = first(exp_refs_by_rev(scm, exp2)) results = dvc.experiments.run(exp_stage.addressing, params=["foo=3"]) exp3 = first(results) ref_info3 = first(exp_refs_by_rev(scm, exp3)) dvc.experiments.push(remote, [ref_info1.name, ref_info2.name]) assert git_upstream.tmp_dir.scm.get_ref(str(ref_info1)) == exp1 assert git_upstream.tmp_dir.scm.get_ref(str(ref_info2)) == exp2 assert git_upstream.tmp_dir.scm.get_ref(str(ref_info3)) is None git_upstream.tmp_dir.scm.remove_ref(str(ref_info1)) assert git_upstream.tmp_dir.scm.get_ref(str(ref_info1)) is None dvc.experiments.push(remote, [ref_info1.name]) assert git_upstream.tmp_dir.scm.get_ref(str(ref_info1)) == exp1 @pytest.mark.parametrize("all_,rev,result3", [(True, False, True), (False, True, None)]) def test_push_args(tmp_dir, scm, dvc, git_upstream, exp_stage, all_, rev, result3): remote = git_upstream.url baseline = scm.get_rev() results = dvc.experiments.run(exp_stage.addressing, params=["foo=1"]) exp1 = first(results) ref_info1 = first(exp_refs_by_rev(scm, exp1)) results = dvc.experiments.run(exp_stage.addressing, params=["foo=2"]) exp2 = first(results) ref_info2 = first(exp_refs_by_rev(scm, exp2)) scm.commit("new_baseline") results = dvc.experiments.run(exp_stage.addressing, params=["foo=3"]) exp3 = first(results) ref_info3 = first(exp_refs_by_rev(scm, exp3)) if rev: rev = baseline dvc.experiments.push(remote, [], all_commits=all_, rev=rev) assert git_upstream.tmp_dir.scm.get_ref(str(ref_info1)) == exp1 assert git_upstream.tmp_dir.scm.get_ref(str(ref_info2)) == exp2 if result3: result3 = exp3 assert git_upstream.tmp_dir.scm.get_ref(str(ref_info3)) == result3 def test_push_multi_rev(tmp_dir, scm, dvc, git_upstream, exp_stage): remote = git_upstream.url baseline = scm.get_rev() results = dvc.experiments.run(exp_stage.addressing, params=["foo=1"]) exp1 = first(results) ref_info1 = first(exp_refs_by_rev(scm, exp1)) results = dvc.experiments.run(exp_stage.addressing, params=["foo=2"]) exp2 = first(results) ref_info2 = first(exp_refs_by_rev(scm, exp2)) scm.commit("new_baseline") results = dvc.experiments.run(exp_stage.addressing, params=["foo=3"]) exp3 = first(results) ref_info3 = first(exp_refs_by_rev(scm, exp3)) dvc.experiments.push(remote, [], rev=[baseline, scm.get_rev()]) assert git_upstream.tmp_dir.scm.get_ref(str(ref_info1)) == exp1 assert git_upstream.tmp_dir.scm.get_ref(str(ref_info2)) == exp2 assert git_upstream.tmp_dir.scm.get_ref(str(ref_info3)) == exp3 def test_push_diverged(tmp_dir, scm, dvc, git_upstream, exp_stage): git_upstream.tmp_dir.scm_gen("foo", "foo", commit="init") remote_rev = git_upstream.tmp_dir.scm.get_rev() results = dvc.experiments.run(exp_stage.addressing, params=["foo=2"]) exp = first(results) ref_info = first(exp_refs_by_rev(scm, exp)) git_upstream.tmp_dir.scm.set_ref(str(ref_info), remote_rev) assert dvc.experiments.push(git_upstream.remote, [ref_info.name]) == { "diverged": [ref_info.name], "url": None, "uploaded": 0, } assert git_upstream.tmp_dir.scm.get_ref(str(ref_info)) == remote_rev dvc.experiments.push(git_upstream.remote, [ref_info.name], force=True) assert git_upstream.tmp_dir.scm.get_ref(str(ref_info)) == exp def test_push_ambiguous_name(tmp_dir, scm, dvc, git_upstream, exp_stage): from dvc.exceptions import InvalidArgumentError remote = git_upstream.remote results = dvc.experiments.run(exp_stage.addressing, params=["foo=2"], name="foo") exp_a = first(results) ref_info_a = first(exp_refs_by_rev(scm, exp_a)) tmp_dir.scm_gen("new", "new", commit="new") results = dvc.experiments.run(exp_stage.addressing, params=["foo=3"], name="foo") exp_b = first(results) ref_info_b = first(exp_refs_by_rev(scm, exp_b)) dvc.experiments.push(remote, ["foo"]) assert git_upstream.tmp_dir.scm.get_ref(str(ref_info_b)) == exp_b tmp_dir.scm_gen("new", "new 2", commit="new 2") with pytest.raises(InvalidArgumentError): dvc.experiments.push(remote, ["foo"]) dvc.experiments.push(remote, [str(ref_info_a)]) assert git_upstream.tmp_dir.scm.get_ref(str(ref_info_a)) == exp_a @pytest.mark.parametrize("use_url", [True, False]) def test_list_remote(tmp_dir, scm, dvc, git_downstream, exp_stage, use_url): baseline_a = scm.get_rev() results = dvc.experiments.run(exp_stage.addressing, params=["foo=2"]) exp_a = first(results) ref_info_a = first(exp_refs_by_rev(scm, exp_a)) results = dvc.experiments.run(exp_stage.addressing, params=["foo=3"]) exp_b = first(results) ref_info_b = first(exp_refs_by_rev(scm, exp_b)) tmp_dir.scm_gen("new", "new", commit="new") results = dvc.experiments.run(exp_stage.addressing, params=["foo=4"]) exp_c = first(results) ref_info_c = first(exp_refs_by_rev(scm, exp_c)) remote = git_downstream.url if use_url else git_downstream.remote assert git_downstream.tmp_dir.scm.get_ref("HEAD") != scm.get_ref("HEAD") downstream_exp = git_downstream.tmp_dir.dvc.experiments assert downstream_exp.ls(git_remote=remote) == {} git_downstream.tmp_dir.scm.fetch_refspecs(remote, ["master:master"]) exp_list = downstream_exp.ls(rev=baseline_a, git_remote=remote) assert {key: set(val) for key, val in exp_list.items()} == { baseline_a[:7]: {ref_info_a.name, ref_info_b.name} } exp_list = downstream_exp.ls(all_commits=True, git_remote=remote) assert {key: set(val) for key, val in exp_list.items()} == { baseline_a[:7]: {ref_info_a.name, ref_info_b.name}, "master": {ref_info_c.name}, } @pytest.mark.parametrize("use_url", [True, False]) def test_pull(tmp_dir, scm, dvc, git_downstream, exp_stage, use_url): from dvc.exceptions import InvalidArgumentError remote = git_downstream.url if use_url else git_downstream.remote downstream_exp = git_downstream.tmp_dir.dvc.experiments with pytest.raises(InvalidArgumentError): downstream_exp.pull(remote, ["foo"]) results = dvc.experiments.run(exp_stage.addressing, params=["foo=1"]) exp1 = first(results) ref_info1 = first(exp_refs_by_rev(scm, exp1)) results = dvc.experiments.run(exp_stage.addressing, params=["foo=2"]) exp2 = first(results) ref_info2 = first(exp_refs_by_rev(scm, exp2)) results = dvc.experiments.run(exp_stage.addressing, params=["foo=3"]) exp3 = first(results) ref_info3 = first(exp_refs_by_rev(scm, exp3)) downstream_exp.pull( git_downstream.remote, [ref_info1.name, ref_info2.name], force=True ) assert git_downstream.tmp_dir.scm.get_ref(str(ref_info1)) == exp1 assert git_downstream.tmp_dir.scm.get_ref(str(ref_info2)) == exp2 assert git_downstream.tmp_dir.scm.get_ref(str(ref_info3)) is None git_downstream.tmp_dir.scm.remove_ref(str(ref_info1)) downstream_exp.pull(remote, [str(ref_info1)]) assert git_downstream.tmp_dir.scm.get_ref(str(ref_info1)) == exp1 @pytest.mark.parametrize("all_,rev,result3", [(True, False, True), (False, True, None)]) def test_pull_args(tmp_dir, scm, dvc, git_downstream, exp_stage, all_, rev, result3): baseline = scm.get_rev() results = dvc.experiments.run(exp_stage.addressing, params=["foo=1"]) exp1 = first(results) ref_info1 = first(exp_refs_by_rev(scm, exp1)) results = dvc.experiments.run(exp_stage.addressing, params=["foo=2"]) exp2 = first(results) ref_info2 = first(exp_refs_by_rev(scm, exp2)) scm.commit("new_baseline") results = dvc.experiments.run(exp_stage.addressing, params=["foo=3"]) exp3 = first(results) ref_info3 = first(exp_refs_by_rev(scm, exp3)) if rev: rev = baseline downstream_exp = git_downstream.tmp_dir.dvc.experiments git_downstream.tmp_dir.scm.fetch_refspecs(str(tmp_dir), ["master:master"]) downstream_exp.pull(git_downstream.remote, [], all_commits=all_, rev=rev) assert git_downstream.tmp_dir.scm.get_ref(str(ref_info1)) == exp1 assert git_downstream.tmp_dir.scm.get_ref(str(ref_info2)) == exp2 if result3: result3 = exp3 assert git_downstream.tmp_dir.scm.get_ref(str(ref_info3)) == result3 def test_pull_multi_rev(tmp_dir, scm, dvc, git_downstream, exp_stage): baseline = scm.get_rev() results = dvc.experiments.run(exp_stage.addressing, params=["foo=1"]) exp1 = first(results) ref_info1 = first(exp_refs_by_rev(scm, exp1)) results = dvc.experiments.run(exp_stage.addressing, params=["foo=2"]) exp2 = first(results) ref_info2 = first(exp_refs_by_rev(scm, exp2)) scm.commit("new_baseline") results = dvc.experiments.run(exp_stage.addressing, params=["foo=3"]) exp3 = first(results) ref_info3 = first(exp_refs_by_rev(scm, exp3)) downstream_exp = git_downstream.tmp_dir.dvc.experiments git_downstream.tmp_dir.scm.fetch_refspecs(str(tmp_dir), ["master:master"]) downstream_exp.pull(git_downstream.remote, [], rev=[baseline, scm.get_rev()]) assert git_downstream.tmp_dir.scm.get_ref(str(ref_info1)) == exp1 assert git_downstream.tmp_dir.scm.get_ref(str(ref_info2)) == exp2 assert git_downstream.tmp_dir.scm.get_ref(str(ref_info3)) == exp3 def test_pull_diverged(tmp_dir, scm, dvc, git_downstream, exp_stage): git_downstream.tmp_dir.scm_gen("foo", "foo", commit="init") remote_rev = git_downstream.tmp_dir.scm.get_rev() results = dvc.experiments.run(exp_stage.addressing, params=["foo=2"]) exp = first(results) ref_info = first(exp_refs_by_rev(scm, exp)) git_downstream.tmp_dir.scm.set_ref(str(ref_info), remote_rev) downstream_exp = git_downstream.tmp_dir.dvc.experiments assert downstream_exp.pull(git_downstream.remote, ref_info.name) == [] assert git_downstream.tmp_dir.scm.get_ref(str(ref_info)) == remote_rev downstream_exp.pull(git_downstream.remote, ref_info.name, force=True) assert git_downstream.tmp_dir.scm.get_ref(str(ref_info)) == exp def test_pull_ambiguous_name(tmp_dir, scm, dvc, git_downstream, exp_stage): from dvc.exceptions import InvalidArgumentError results = dvc.experiments.run(exp_stage.addressing, params=["foo=2"], name="foo") exp_a = first(results) ref_info_a = first(exp_refs_by_rev(scm, exp_a)) tmp_dir.scm_gen("new", "new", commit="new") results = dvc.experiments.run(exp_stage.addressing, params=["foo=3"], name="foo") exp_b = first(results) ref_info_b = first(exp_refs_by_rev(scm, exp_b)) remote = git_downstream.remote downstream_exp = git_downstream.tmp_dir.dvc.experiments with pytest.raises(InvalidArgumentError): downstream_exp.pull(remote, ["foo"]) downstream_exp.pull(remote, [str(ref_info_b)]) assert git_downstream.tmp_dir.scm.get_ref(str(ref_info_b)) == exp_b with git_downstream.tmp_dir.scm.detach_head(ref_info_a.baseline_sha): downstream_exp.pull(remote, ["foo"]) assert git_downstream.tmp_dir.scm.get_ref(str(ref_info_a)) == exp_a def test_auth_error_list(tmp_dir, scm, dvc, http_auth_patch): from dvc.scm import GitAuthError with pytest.raises( GitAuthError, match=f"Authentication failed for: '{http_auth_patch}'", ): dvc.experiments.ls(git_remote=http_auth_patch) def test_auth_error_pull(tmp_dir, scm, dvc, http_auth_patch): from dvc.scm import GitAuthError with pytest.raises( GitAuthError, match=f"Authentication failed for: '{http_auth_patch}'", ): dvc.experiments.pull(http_auth_patch, ["foo"]) def test_auth_error_push(tmp_dir, scm, dvc, exp_stage, http_auth_patch): from dvc.scm import GitAuthError results = dvc.experiments.run(exp_stage.addressing, params=["foo=2"]) exp = first(results) ref_info = first(exp_refs_by_rev(scm, exp)) with pytest.raises( GitAuthError, match=f"Authentication failed for: '{http_auth_patch}'", ): dvc.experiments.push(http_auth_patch, [ref_info.name]) @pytest.mark.parametrize("use_ref", [True, False]) def test_get(tmp_dir, scm, dvc, exp_stage, erepo_dir, use_ref): from dvc.repo import Repo results = dvc.experiments.run(exp_stage.addressing, params=["foo=2"]) exp_rev = first(results) exp_ref = first(exp_refs_by_rev(scm, exp_rev)) with erepo_dir.chdir(): Repo.get( str(tmp_dir), "params.yaml", rev=exp_ref.name if use_ref else exp_rev, ) assert (erepo_dir / "params.yaml").read_text().strip() == "foo: 2"