from unittest import TestCase from dvc.graph.workflow import Workflow,\ CollapseDvcReproCommitsStrategy, CollapseNotMeticsCommitsStrategy from dvc.graph.commit import Commit class TestWorkflow(TestCase): def setUp(self): self._commit4 = Commit('4', '3', 'name1', 'today', 'comment4') self._commit3 = Commit('3', '2', 'name1', 'today', 'DVC repro-run ...') self._commit2 = Commit('2', '1', 'name1', 'today', 'DVC repro-run ...') self._commit1 = Commit('1', '', 'name1', 'today', 'comment1') self._showed_text1 = '[' + self._commit1.hash + '] ' + self._commit1._comment self._showed_text2 = '[' + self._commit2.hash + '] ' + self._commit2._comment self._showed_text3 = '[' + self._commit3.hash + '] ' + self._commit3._comment self._showed_text4 = '[' + self._commit4.hash + '] ' + self._commit4._comment self._showed_text3_collapsed = '[' + self._commit3.hash + '] ' + Commit.COLLAPSED_TEXT def commits_basic_test(self): self.assertFalse(self._commit1.is_repro) self.assertTrue(self._commit2.is_repro) self.assertTrue(self._commit3.is_repro) self.assertFalse(self._commit4.is_repro) pass def workflow_basic_test(self): wf = Workflow('', '') wf.add_commit(self._commit1) wf.add_commit(self._commit2) wf.add_commit(self._commit3) wf.add_commit(self._commit4) self.assertEqual(len(wf._commits), 4) self.assertEqual(wf._commits['1'].text(), self._showed_text1) self.assertEqual(wf._commits['2'].text(), self._showed_text2) self.assertEqual(wf._commits['3'].text(), self._showed_text3) self.assertEqual(wf._commits['4'].text(), self._showed_text4) pass def collapse_test(self): wf = Workflow('', '') wf.add_commit(self._commit1) wf.add_commit(self._commit2) wf.add_commit(self._commit3) wf.add_commit(self._commit4) wf.collapse_commits(CollapseDvcReproCommitsStrategy(wf)) self.assertEqual(len(wf._commits), 3) self.assertEqual(wf._commits[self._commit1.hash].text(), self._showed_text1) self.assertEqual(wf._commits[self._commit3.hash].text(), self._showed_text3_collapsed) self.assertTrue('2' not in wf._commits) self.assertFalse('2' in wf._edges) self.assertFalse('2' in wf._back_edges) pass def collapse_at_dead_end_test(self): wf = Workflow('', '') wf.add_commit(self._commit1) wf.add_commit(self._commit2) wf.add_commit(self._commit3) # Dead end which cannot be collapsed self.assertEqual(len(wf._commits), 3) wf.collapse_commits(CollapseDvcReproCommitsStrategy(wf)) self.assertEqual(len(wf._commits), 2) self.assertTrue('1' in wf._commits) self.assertTrue('3' in wf._commits) self.assertFalse('2' in wf._commits) self.assertEqual(wf._commits[self._commit1.hash].text(), self._showed_text1) self.assertEqual(wf._commits[self._commit3.hash].text(), self._showed_text3) self.assertTrue('2' not in wf._commits) pass def collapse_metric_commit_test(self): value = 0.812345 branches = ['master', 'try_smth'] metric_commit2 = Commit('2', '1', 'name1', 'today', 'DVC repro-run ...', True, value, branch_tips=branches) wf = Workflow('', '') wf.add_commit(self._commit1) wf.add_commit(metric_commit2) wf.add_commit(self._commit3) self.assertEqual(len(wf._commits), 3) wf.collapse_commits(CollapseDvcReproCommitsStrategy(wf)) self.assertEqual(len(wf._commits), 2) self.assertEqual(wf._commits['3']._target_metric, value) self.assertEqual(wf._commits['3'].branch_tips, branches) pass def collapse_all_commits_test(self): value = 0.812345 branches = ['master', 'try_smth'] not_metric_commit2 = Commit('2', '1', 'name1', 'today', 'change smth 2...', True, branch_tips=branches) metric_commit3 = Commit('3', '2', 'name3', 'today3', 'hello3', True, value) wf = Workflow('', '') wf.add_commit(self._commit1) wf.add_commit(not_metric_commit2) wf.add_commit(metric_commit3) wf.add_commit(self._commit4) self.assertEqual(len(wf._commits), 4) wf.collapse_commits(CollapseDvcReproCommitsStrategy(wf)) self.assertEqual(len(wf._commits), 4) wf.collapse_commits(CollapseNotMeticsCommitsStrategy(wf)) self.assertEqual(len(wf._commits), 2) self.assertEqual(wf._commits['3']._target_metric, value) self.assertEqual(wf._commits['3'].branch_tips, branches) self.assertTrue('4' in wf._commits) pass def collapsed_all_commits_comments_test(self): value = 0.812345 branches = ['master', 'try_smth'] not_metric_commit2 = Commit('2', '1', 'name1', 'today', 'change smth 2...', True, branch_tips=branches) metric_commit3 = Commit('3', '2', 'name3', 'today3', 'hello3', True, value) wf = Workflow('', '') wf.add_commit(self._commit1) wf.add_commit(not_metric_commit2) wf.add_commit(metric_commit3) wf.add_commit(self._commit4) wf.collapse_commits(CollapseDvcReproCommitsStrategy(wf)) wf.collapse_commits(CollapseNotMeticsCommitsStrategy(wf)) self.assertEqual(len(wf._commits), 2) def is_collapsed_commit_presented(self, commit, collapsed_commit): self.assertTrue('[' + collapsed_commit.hash + ']' in commit.text()) self.assertTrue(collapsed_commit._comment in commit.text()) is_collapsed_commit_presented(self, wf._commits['3'], metric_commit3) is_collapsed_commit_presented(self, wf._commits['3'], not_metric_commit2) is_collapsed_commit_presented(self, wf._commits['3'], self._commit1) pass