# Copyright 2023 The Kubeflow Authors # # 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 google.protobuf import json_format from kfp import compiler from kfp import dsl from kfp import kubernetes from kubernetes.client import V1Toleration class TestTolerations: def test_add_one(self): @dsl.pipeline def my_pipeline(): task = comp() kubernetes.add_tolerations( task, [ V1Toleration( key='key1', operator='Equal', value='value1', effect='NoSchedule', ), ], ) compiler.Compiler().compile( pipeline_func=my_pipeline, package_path='my_pipeline.yaml') assert json_format.MessageToDict(my_pipeline.platform_spec) == { 'platforms': { 'kubernetes': { 'deploymentSpec': { 'executors': { 'exec-comp': { 'tolerations': [{ 'key': 'key1', 'operator': 'Equal', 'value': 'value1', 'effect': 'NoSchedule', }] } } } } } } def test_add_one_with_toleration_seconds(self): @dsl.pipeline def my_pipeline(): task = comp() kubernetes.add_tolerations( task, [ V1Toleration( key='key1', operator='Equal', value='value1', effect='NoExecute', toleration_seconds=10, ), ], ) compiler.Compiler().compile( pipeline_func=my_pipeline, package_path='my_pipeline.yaml') assert json_format.MessageToDict(my_pipeline.platform_spec) == { 'platforms': { 'kubernetes': { 'deploymentSpec': { 'executors': { 'exec-comp': { 'tolerations': [{ 'key': 'key1', 'operator': 'Equal', 'value': 'value1', 'effect': 'NoExecute', 'tolerationSeconds': '10', }] } } } } } } def test_add_two(self): @dsl.pipeline def my_pipeline(): task = comp() kubernetes.add_tolerations( task, [ V1Toleration( key='key1', operator='Equal', value='value1', ), V1Toleration( key='key2', operator='Equal', value='value2', ), ], ) assert json_format.MessageToDict(my_pipeline.platform_spec) == { 'platforms': { 'kubernetes': { 'deploymentSpec': { 'executors': { 'exec-comp': { 'tolerations': [ { 'key': 'key1', 'operator': 'Equal', 'value': 'value1', }, { 'key': 'key2', 'operator': 'Equal', 'value': 'value2', }, ] } } } } } } def test_respects_other_configuration(self): @dsl.pipeline def my_pipeline(): task = comp() kubernetes.use_secret_as_volume( task, secret_name='my-secret', mount_path='/mnt/my_vol') kubernetes.add_tolerations( task, [ V1Toleration( key='key1', operator='Equal', value='value1', ), ], ) assert json_format.MessageToDict(my_pipeline.platform_spec) == { 'platforms': { 'kubernetes': { 'deploymentSpec': { 'executors': { 'exec-comp': { 'tolerations': [{ 'key': 'key1', 'operator': 'Equal', 'value': 'value1', },], 'secretAsVolume': [{ 'secretName': 'my-secret', 'mountPath': '/mnt/my_vol', },], }, } } } } } @dsl.component def comp(): pass