import logging import os import shutil import pytest from flaky.flaky_decorator import flaky import dvc_data from dvc.cli import main from dvc.external_repo import clean_repos from dvc.stage.exceptions import StageNotFound from dvc.testing.remote_tests import TestRemote # noqa, pylint: disable=unused-import from dvc.utils.fs import remove from dvc_data.hashfile.db import HashFileDB from dvc_data.hashfile.db.local import LocalHashFileDB def test_cloud_cli(tmp_dir, dvc, remote, mocker): jobs = 2 args = ["-v", "-j", str(jobs)] (stage,) = tmp_dir.dvc_gen("foo", "foo") cache = stage.outs[0].cache_path (stage_dir,) = tmp_dir.dvc_gen( { "data_dir": { "data_sub_dir": {"data_sub": "data_sub"}, "data": "data", "empty": "", } } ) assert stage_dir is not None cache_dir = stage_dir.outs[0].cache_path # FIXME check status output oids_exist = mocker.spy(LocalHashFileDB, "oids_exist") assert main(["push", *args]) == 0 assert os.path.exists(cache) assert os.path.isfile(cache) assert os.path.isfile(cache_dir) assert oids_exist.called assert all( _kwargs["jobs"] == jobs for (_args, _kwargs) in oids_exist.call_args_list ) dvc.cache.local.clear() oids_exist.reset_mock() assert main(["fetch", *args]) == 0 assert os.path.exists(cache) assert os.path.isfile(cache) assert os.path.isfile(cache_dir) assert oids_exist.called assert all( _kwargs["jobs"] == jobs for (_args, _kwargs) in oids_exist.call_args_list ) oids_exist.reset_mock() assert main(["pull", *args]) == 0 assert os.path.exists(cache) assert os.path.isfile(cache) assert os.path.isfile(cache_dir) assert os.path.isfile("foo") assert os.path.isdir("data_dir") assert oids_exist.called assert all( _kwargs["jobs"] == jobs for (_args, _kwargs) in oids_exist.call_args_list ) with open(cache, encoding="utf-8") as fd: assert fd.read() == "foo" assert os.path.isfile(cache_dir) # NOTE: http doesn't support gc yet if remote.url.startswith("http"): return oids_exist.reset_mock() _list_oids_traverse = mocker.spy(HashFileDB, "_list_oids_traverse") # NOTE: check if remote gc works correctly on directories assert main(["gc", "-cw", "-f", *args]) == 0 assert _list_oids_traverse.called assert all(_kwargs["jobs"] == 2 for (_args, _kwargs) in oids_exist.call_args_list) shutil.move(dvc.cache.local.path, dvc.cache.local.path + ".back") assert main(["fetch", *args]) == 0 assert oids_exist.called assert all( _kwargs["jobs"] == jobs for (_args, _kwargs) in oids_exist.call_args_list ) oids_exist.reset_mock() assert main(["pull", "-f", *args]) == 0 assert os.path.exists(cache) assert os.path.isfile(cache) assert os.path.isfile(cache_dir) assert os.path.isfile("foo") assert os.path.isdir("data_dir") assert oids_exist.called assert all( _kwargs["jobs"] == jobs for (_args, _kwargs) in oids_exist.call_args_list ) def test_data_cloud_error_cli(dvc): f = "non-existing-file" assert main(["status", "-c", f]) assert main(["push", f]) assert main(["pull", f]) assert main(["fetch", f]) def test_warn_on_outdated_stage(tmp_dir, dvc, local_remote, caplog): stage = dvc.run(outs=["bar"], cmd="echo bar > bar", single_stage=True) assert main(["push"]) == 0 stage_file_path = stage.relpath content = (tmp_dir / stage_file_path).parse() del content["outs"][0]["md5"] (tmp_dir / stage_file_path).dump(content) with caplog.at_level(logging.WARNING, logger="dvc"): caplog.clear() assert main(["status", "-c"]) == 0 expected_warning = ( "Output 'bar'(stage: 'bar.dvc') is missing version info. " "Cache for it will not be collected. " "Use `dvc repro` to get your pipeline up to date." ) assert expected_warning in caplog.text def test_hash_recalculation(mocker, dvc, tmp_dir, local_remote): tmp_dir.gen({"foo": "foo"}) test_file_md5 = mocker.spy(dvc_data.hashfile.hash, "file_md5") ret = main(["config", "cache.type", "hardlink"]) assert ret == 0 ret = main(["add", "foo"]) assert ret == 0 ret = main(["push"]) assert ret == 0 ret = main(["run", "--single-stage", "-d", "foo", "echo foo"]) assert ret == 0 assert test_file_md5.mock.call_count == 1 def test_missing_cache(tmp_dir, dvc, local_remote, caplog): tmp_dir.dvc_gen({"foo": "foo", "bar": "bar"}) # purge cache dvc.cache.local.clear() header = ( "Some of the cache files do not exist " "neither locally nor on remote. Missing cache files:\n" ) foo = "name: bar, md5: 37b51d194a7513e45b56f6524f2d51f2\n" bar = "name: foo, md5: acbd18db4cc2f85cedef654fccc4a4d8\n" caplog.clear() dvc.push() assert header in caplog.text assert foo in caplog.text assert bar in caplog.text caplog.clear() dvc.fetch() assert header in caplog.text assert foo in caplog.text assert bar in caplog.text caplog.clear() assert dvc.status(cloud=True) == { "bar": "missing", "foo": "missing", } assert header not in caplog.text assert foo not in caplog.text assert bar not in caplog.text def test_verify_hashes(tmp_dir, scm, dvc, mocker, tmp_path_factory, local_remote): tmp_dir.dvc_gen({"file": "file1 content"}, commit="add file") tmp_dir.dvc_gen({"dir": {"subfile": "file2 content"}}, commit="add dir") dvc.push() # remove artifacts and cache to trigger fetching remove("file") remove("dir") dvc.cache.local.clear() hash_spy = mocker.spy(dvc_data.hashfile.hash, "file_md5") dvc.pull() assert hash_spy.call_count == 0 # Removing cache will invalidate existing state entries dvc.cache.local.clear() dvc.config["remote"]["upstream"]["verify"] = True dvc.pull() assert hash_spy.call_count == 4 @flaky(max_runs=3, min_passes=1) @pytest.mark.parametrize( "erepo", [pytest.lazy_fixture("git_dir"), pytest.lazy_fixture("erepo_dir")] ) def test_pull_git_imports(tmp_dir, dvc, scm, erepo): with erepo.chdir(): erepo.scm_gen({"dir": {"bar": "bar"}}, commit="second") erepo.scm_gen("foo", "foo", commit="first") dvc.imp(os.fspath(erepo), "foo") dvc.imp(os.fspath(erepo), "dir", out="new_dir", rev="HEAD~") assert dvc.pull()["fetched"] == 0 for item in ["foo", "new_dir", dvc.cache.local.path]: remove(item) os.makedirs(dvc.cache.local.path, exist_ok=True) clean_repos() assert dvc.pull(force=True)["fetched"] == 3 assert (tmp_dir / "foo").exists() assert (tmp_dir / "foo").read_text() == "foo" assert (tmp_dir / "new_dir").exists() assert (tmp_dir / "new_dir" / "bar").read_text() == "bar" def test_pull_external_dvc_imports(tmp_dir, dvc, scm, erepo_dir): with erepo_dir.chdir(): erepo_dir.dvc_gen({"dir": {"bar": "bar"}}, commit="second") erepo_dir.dvc_gen("foo", "foo", commit="first") os.remove("foo") shutil.rmtree("dir") dvc.imp(os.fspath(erepo_dir), "foo") dvc.imp(os.fspath(erepo_dir), "dir", out="new_dir", rev="HEAD~") assert dvc.pull()["fetched"] == 0 clean(["foo", "new_dir"], dvc) assert dvc.pull(force=True)["fetched"] == 2 assert (tmp_dir / "foo").exists() assert (tmp_dir / "foo").read_text() == "foo" assert (tmp_dir / "new_dir").exists() assert (tmp_dir / "new_dir" / "bar").read_text() == "bar" def test_pull_partial_import(tmp_dir, dvc, local_workspace): local_workspace.gen("file", "file content") dst = tmp_dir / "file" stage = dvc.imp_url("remote://workspace/file", os.fspath(dst), no_download=True) result = dvc.pull("file") assert result["fetched"] == 1 assert dst.exists() assert stage.outs[0].get_hash().value == "d10b4c3ff123b26dc068d43a8bef2d23" def test_pull_external_dvc_imports_mixed(tmp_dir, dvc, scm, erepo_dir, local_remote): with erepo_dir.chdir(): erepo_dir.dvc_gen("foo", "foo", commit="first") os.remove("foo") # imported: foo dvc.imp(os.fspath(erepo_dir), "foo") # local-object: bar tmp_dir.dvc_gen("bar", "bar") dvc.push("bar") clean(["foo", "bar"], dvc) assert dvc.pull()["fetched"] == 2 assert (tmp_dir / "foo").read_text() == "foo" assert (tmp_dir / "bar").read_text() == "bar" def clean(outs, dvc=None): if dvc: dvc.cache.local.clear() for path in outs: remove(path) if dvc: clean_repos() def recurse_list_dir(d): return [ os.path.join(root, f) for root, _, filenames in os.walk(d) for f in filenames ] def test_dvc_pull_pipeline_stages(tmp_dir, dvc, run_copy, local_remote): (stage0,) = tmp_dir.dvc_gen("foo", "foo") stage1 = run_copy("foo", "bar", single_stage=True) stage2 = run_copy("bar", "foobar", name="copy-bar-foobar") dvc.push() outs = ["foo", "bar", "foobar"] clean(outs, dvc) dvc.pull() assert all((tmp_dir / file).exists() for file in outs) for out, stage in zip(outs, [stage0, stage1, stage2]): for target in [stage.addressing, out]: clean(outs, dvc) stats = dvc.pull([target]) assert stats["fetched"] == 1 assert stats["added"] == [out] assert os.path.exists(out) assert not any(os.path.exists(out) for out in set(outs) - {out}) clean(outs, dvc) stats = dvc.pull([stage2.addressing], with_deps=True) assert len(stats["added"]) == 3 assert set(stats["added"]) == set(outs) clean(outs, dvc) stats = dvc.pull([os.curdir], recursive=True) assert set(stats["added"]) == set(outs) def test_pipeline_file_target_ops(tmp_dir, dvc, run_copy, local_remote): path = local_remote.url tmp_dir.dvc_gen("foo", "foo") run_copy("foo", "bar", single_stage=True) tmp_dir.dvc_gen("lorem", "lorem") run_copy("lorem", "lorem2", name="copy-lorem-lorem2") tmp_dir.dvc_gen("ipsum", "ipsum") run_copy("ipsum", "baz", name="copy-ipsum-baz") outs = ["foo", "bar", "lorem", "ipsum", "baz", "lorem2"] remove(dvc.stage_cache.cache_dir) dvc.push() outs = ["foo", "bar", "lorem", "ipsum", "baz", "lorem2"] # each one's a copy of other, hence 3 assert len(recurse_list_dir(path)) == 3 clean(outs, dvc) assert set(dvc.pull(["dvc.yaml"])["added"]) == {"lorem2", "baz"} clean(outs, dvc) assert set(dvc.pull()["added"]) == set(outs) # clean everything in remote and push from dvc.testing.tmp_dir import TmpDir clean(TmpDir(path).iterdir()) dvc.push(["dvc.yaml:copy-ipsum-baz"]) assert len(recurse_list_dir(path)) == 1 clean(TmpDir(path).iterdir()) dvc.push(["dvc.yaml"]) assert len(recurse_list_dir(path)) == 2 with pytest.raises(StageNotFound): dvc.push(["dvc.yaml:StageThatDoesNotExist"]) with pytest.raises(StageNotFound): dvc.pull(["dvc.yaml:StageThatDoesNotExist"]) @pytest.mark.parametrize( "fs, msg", [ ({"foo": "foo", "bar": "bar"}, "2 files pushed"), ({"foo": "foo"}, "1 file pushed"), ({}, "Everything is up to date"), ], ) def test_push_stats(tmp_dir, dvc, fs, msg, capsys, local_remote): tmp_dir.dvc_gen(fs) main(["push"]) out, _ = capsys.readouterr() assert msg in out @pytest.mark.parametrize( "fs, msg", [ ({"foo": "foo", "bar": "bar"}, "2 files fetched"), ({"foo": "foo"}, "1 file fetched"), ({}, "Everything is up to date."), ], ) def test_fetch_stats(tmp_dir, dvc, fs, msg, capsys, local_remote): tmp_dir.dvc_gen(fs) dvc.push() clean(list(fs.keys()), dvc) main(["fetch"]) out, _ = capsys.readouterr() assert msg in out def test_pull_stats(tmp_dir, dvc, capsys, local_remote): tmp_dir.dvc_gen({"foo": "foo", "bar": "bar"}) dvc.push() clean(["foo", "bar"], dvc) (tmp_dir / "bar").write_text("foobar") assert main(["pull", "--force"]) == 0 out, _ = capsys.readouterr() assert "M\tbar".expandtabs() in out assert "A\tfoo".expandtabs() in out assert "2 files fetched" in out assert "1 file added" in out assert "1 file modified" in out main(["pull"]) out, _ = capsys.readouterr() assert "Everything is up to date." in out @pytest.mark.parametrize( "key,expected", [("all_tags", 2), ("all_branches", 3), ("all_commits", 3)] ) def test_push_pull_all(tmp_dir, scm, dvc, local_remote, key, expected): tmp_dir.dvc_gen({"foo": "foo"}, commit="first") scm.tag("v1") dvc.remove("foo.dvc") tmp_dir.dvc_gen({"bar": "bar"}, commit="second") scm.tag("v2") with tmp_dir.branch("branch", new=True): dvc.remove("bar.dvc") tmp_dir.dvc_gen({"baz": "baz"}, commit="branch") assert dvc.push(**{key: True}) == expected clean(["foo", "bar", "baz"], dvc) assert dvc.pull(**{key: True})["fetched"] == expected def test_push_pull_fetch_pipeline_stages(tmp_dir, dvc, run_copy, local_remote): tmp_dir.dvc_gen("foo", "foo") run_copy("foo", "bar", name="copy-foo-bar") dvc.push("copy-foo-bar") assert len(recurse_list_dir(local_remote.url)) == 1 # pushing everything so as we can check pull/fetch only downloads # from specified targets dvc.push() clean(["foo", "bar"], dvc) dvc.pull("copy-foo-bar") assert (tmp_dir / "bar").exists() assert len(recurse_list_dir(dvc.cache.local.path)) == 2 clean(["bar"], dvc) dvc.fetch("copy-foo-bar") assert len(recurse_list_dir(dvc.cache.local.path)) == 2 def test_pull_partial(tmp_dir, dvc, local_remote): tmp_dir.dvc_gen({"foo": {"bar": {"baz": "baz"}, "spam": "spam"}}) dvc.push() clean(["foo"], dvc) stats = dvc.pull(os.path.join("foo", "bar")) assert stats["fetched"] == 1 assert (tmp_dir / "foo").read_text() == {"bar": {"baz": "baz"}} def test_output_remote(tmp_dir, dvc, make_remote): make_remote("default", default=True) make_remote("for_foo", default=False) make_remote("for_data", default=False) tmp_dir.dvc_gen("foo", "foo") tmp_dir.dvc_gen("bar", "bar") tmp_dir.dvc_gen("data", {"one": "one", "two": "two"}) with (tmp_dir / "foo.dvc").modify() as d: d["outs"][0]["remote"] = "for_foo" with (tmp_dir / "data.dvc").modify() as d: d["outs"][0]["remote"] = "for_data" dvc.push() default = dvc.cloud.get_remote_odb("default") for_foo = dvc.cloud.get_remote_odb("for_foo") for_data = dvc.cloud.get_remote_odb("for_data") assert set(default.all()) == {"37b51d194a7513e45b56f6524f2d51f2"} assert set(for_foo.all()) == {"acbd18db4cc2f85cedef654fccc4a4d8"} assert set(for_data.all()) == { "f97c5d29941bfb1b2fdab0874906ab82", "6b18131dc289fd37006705affe961ef8.dir", "b8a9f715dbb64fd5c56e7783c6820a61", } clean(["foo", "bar", "data"], dvc) dvc.pull() assert set(dvc.cache.local.all()) == { "37b51d194a7513e45b56f6524f2d51f2", "acbd18db4cc2f85cedef654fccc4a4d8", "f97c5d29941bfb1b2fdab0874906ab82", "6b18131dc289fd37006705affe961ef8.dir", "b8a9f715dbb64fd5c56e7783c6820a61", } def test_target_remote(tmp_dir, dvc, make_remote): make_remote("default", default=True) make_remote("myremote", default=False) tmp_dir.dvc_gen("foo", "foo") tmp_dir.dvc_gen("data", {"one": "one", "two": "two"}) dvc.push(remote="myremote") default = dvc.cloud.get_remote_odb("default") myremote = dvc.cloud.get_remote_odb("myremote") assert set(default.all()) == set() assert set(myremote.all()) == { "acbd18db4cc2f85cedef654fccc4a4d8", "f97c5d29941bfb1b2fdab0874906ab82", "6b18131dc289fd37006705affe961ef8.dir", "b8a9f715dbb64fd5c56e7783c6820a61", } clean(["foo", "data"], dvc) dvc.pull(remote="myremote") assert set(dvc.cache.local.all()) == { "acbd18db4cc2f85cedef654fccc4a4d8", "f97c5d29941bfb1b2fdab0874906ab82", "6b18131dc289fd37006705affe961ef8.dir", "b8a9f715dbb64fd5c56e7783c6820a61", }