# Copyright 2019 Google LLC # # Licensed under the Apache License, Version 2.0 (the "License"); # you may not use this file except in compliance with the License. # You may obtain a copy of the License at # # http://www.apache.org/licenses/LICENSE-2.0 # # Unless required by applicable law or agreed to in writing, software # distributed under the License is distributed on an "AS IS" BASIS, # WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. # See the License for the specific language governing permissions and # limitations under the License. from kfp.dsl import Pipeline, VolumeOp, ContainerOp, PipelineVolume import unittest class TestPipelineVolume(unittest.TestCase): def test_basic(self): """Test basic usage.""" with Pipeline("somename") as p: vol = VolumeOp( name="myvol_creation", resource_name="myvol", size="1Gi" ) op1 = ContainerOp( name="op1", image="image", pvolumes={"/mnt": vol.volume} ) op2 = ContainerOp( name="op2", image="image", pvolumes={"/data": op1.pvolume} ) self.assertEqual(vol.volume.dependent_names, []) self.assertEqual(op1.pvolume.dependent_names, [op1.name]) self.assertEqual(op2.dependent_names, [op1.name]) def test_after_method(self): """Test the after method.""" with Pipeline("somename") as p: op1 = ContainerOp(name="op1", image="image") op2 = ContainerOp(name="op2", image="image").after(op1) op3 = ContainerOp(name="op3", image="image") vol1 = PipelineVolume(name="pipeline-volume") vol2 = vol1.after(op1) vol3 = vol2.after(op2) vol4 = vol3.after(op1, op2) vol5 = vol4.after(op3) self.assertEqual(vol1.dependent_names, []) self.assertEqual(vol2.dependent_names, [op1.name]) self.assertEqual(vol3.dependent_names, [op2.name]) self.assertEqual(sorted(vol4.dependent_names), [op1.name, op2.name]) self.assertEqual(sorted(vol5.dependent_names), [op1.name, op2.name, op3.name])