194 lines
6.2 KiB
Python
194 lines
6.2 KiB
Python
# Copyright 2023 The Kubeflow Authors
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#
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# Licensed under the Apache License, Version 2.0 (the "License");
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# you may not use this file except in compliance with the License.
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# You may obtain a copy of the License at
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#
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# http://www.apache.org/licenses/LICENSE-2.0
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#
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# Unless required by applicable law or agreed to in writing, software
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# distributed under the License is distributed on an "AS IS" BASIS,
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# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
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# See the License for the specific language governing permissions and
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# limitations under the License.
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from google.protobuf import json_format
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from kfp import compiler
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from kfp import dsl
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from kfp import kubernetes
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from kubernetes.client import V1Toleration
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class TestTolerations:
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def test_add_one(self):
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@dsl.pipeline
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def my_pipeline():
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task = comp()
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kubernetes.add_tolerations(
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task,
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[
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V1Toleration(
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key='key1',
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operator='Equal',
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value='value1',
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effect='NoSchedule',
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),
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],
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)
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compiler.Compiler().compile(
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pipeline_func=my_pipeline, package_path='my_pipeline.yaml')
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assert json_format.MessageToDict(my_pipeline.platform_spec) == {
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'platforms': {
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'kubernetes': {
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'deploymentSpec': {
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'executors': {
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'exec-comp': {
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'tolerations': [{
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'key': 'key1',
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'operator': 'Equal',
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'value': 'value1',
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'effect': 'NoSchedule',
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}]
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}
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}
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}
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}
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}
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}
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def test_add_one_with_toleration_seconds(self):
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@dsl.pipeline
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def my_pipeline():
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task = comp()
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kubernetes.add_tolerations(
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task,
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[
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V1Toleration(
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key='key1',
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operator='Equal',
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value='value1',
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effect='NoExecute',
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toleration_seconds=10,
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),
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],
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)
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compiler.Compiler().compile(
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pipeline_func=my_pipeline, package_path='my_pipeline.yaml')
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assert json_format.MessageToDict(my_pipeline.platform_spec) == {
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'platforms': {
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'kubernetes': {
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'deploymentSpec': {
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'executors': {
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'exec-comp': {
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'tolerations': [{
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'key': 'key1',
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'operator': 'Equal',
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'value': 'value1',
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'effect': 'NoExecute',
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'tolerationSeconds': '10',
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}]
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}
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}
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}
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}
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}
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}
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def test_add_two(self):
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@dsl.pipeline
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def my_pipeline():
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task = comp()
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kubernetes.add_tolerations(
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task,
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[
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V1Toleration(
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key='key1',
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operator='Equal',
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value='value1',
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),
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V1Toleration(
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key='key2',
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operator='Equal',
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value='value2',
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),
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],
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)
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assert json_format.MessageToDict(my_pipeline.platform_spec) == {
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'platforms': {
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'kubernetes': {
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'deploymentSpec': {
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'executors': {
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'exec-comp': {
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'tolerations': [
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{
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'key': 'key1',
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'operator': 'Equal',
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'value': 'value1',
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},
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{
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'key': 'key2',
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'operator': 'Equal',
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'value': 'value2',
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},
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]
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}
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}
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}
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}
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}
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}
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def test_respects_other_configuration(self):
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@dsl.pipeline
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def my_pipeline():
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task = comp()
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kubernetes.use_secret_as_volume(
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task, secret_name='my-secret', mount_path='/mnt/my_vol')
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kubernetes.add_tolerations(
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task,
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[
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V1Toleration(
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key='key1',
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operator='Equal',
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value='value1',
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),
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],
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)
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assert json_format.MessageToDict(my_pipeline.platform_spec) == {
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'platforms': {
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'kubernetes': {
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'deploymentSpec': {
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'executors': {
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'exec-comp': {
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'tolerations': [{
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'key': 'key1',
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'operator': 'Equal',
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'value': 'value1',
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},],
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'secretAsVolume': [{
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'secretName': 'my-secret',
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'mountPath': '/mnt/my_vol',
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},],
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},
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}
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}
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}
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}
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}
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@dsl.component
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def comp():
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pass
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