feat(Backend + SDK): Update kfp backend and kubernetes sdk to support tolerations

Co-authored-by: edmondop <edmondo.porcu@gmail.com>
Co-authored-by: tarat44 <32471142+tarat44@users.noreply.github.com>
This commit is contained in:
droctothorpe 2024-01-16 13:52:59 -05:00 committed by droctothorpe
parent 1fcc68121c
commit cad6929326
9 changed files with 756 additions and 171 deletions

View File

@ -480,6 +480,28 @@ func extendPodSpecPatch(
podSpec.NodeSelector = kubernetesExecutorConfig.GetNodeSelector().GetLabels()
}
if tolerations := kubernetesExecutorConfig.GetTolerations(); tolerations != nil {
var k8sTolerations []k8score.Toleration
glog.Infof("Tolerations passed: %+v", tolerations)
for _, toleration := range tolerations {
if toleration != nil {
k8sToleration := k8score.Toleration{
Key: toleration.Key,
Operator: k8score.TolerationOperator(toleration.Operator),
Value: toleration.Value,
Effect: k8score.TaintEffect(toleration.Effect),
TolerationSeconds: toleration.TolerationSeconds,
}
k8sTolerations = append(k8sTolerations, k8sToleration)
}
}
podSpec.Tolerations = k8sTolerations
}
// Get secret mount information
for _, secretAsVolume := range kubernetesExecutorConfig.GetSecretAsVolume() {
secretVolume := k8score.Volume{

View File

@ -671,3 +671,87 @@ func Test_extendPodSpecPatch_ImagePullSecrets(t *testing.T) {
})
}
}
func Test_extendPodSpecPatch_Tolerations(t *testing.T) {
tests := []struct {
name string
k8sExecCfg *kubernetesplatform.KubernetesExecutorConfig
expected *k8score.PodSpec
}{
{
"Valid - toleration",
&kubernetesplatform.KubernetesExecutorConfig{
Tolerations: []*kubernetesplatform.Toleration{
{
Key: "key1",
Operator: "Equal",
Value: "value1",
Effect: "NoSchedule",
},
},
},
&k8score.PodSpec{
Containers: []k8score.Container{
{
Name: "main",
},
},
Tolerations: []k8score.Toleration{
{
Key: "key1",
Operator: "Equal",
Value: "value1",
Effect: "NoSchedule",
TolerationSeconds: nil,
},
},
},
},
{
"Valid - no tolerations",
&kubernetesplatform.KubernetesExecutorConfig{},
&k8score.PodSpec{
Containers: []k8score.Container{
{
Name: "main",
},
},
},
},
{
"Valid - only pass operator",
&kubernetesplatform.KubernetesExecutorConfig{
Tolerations: []*kubernetesplatform.Toleration{
{
Operator: "Contains",
},
},
},
&k8score.PodSpec{
Containers: []k8score.Container{
{
Name: "main",
},
},
Tolerations: []k8score.Toleration{
{
Operator: "Contains",
},
},
},
},
}
for _, tt := range tests {
t.Run(tt.name, func(t *testing.T) {
got := &k8score.PodSpec{Containers: []k8score.Container{
{
Name: "main",
},
}}
err := extendPodSpecPatch(got, tt.k8sExecCfg, nil, nil)
assert.Nil(t, err)
assert.NotNil(t, got)
assert.Equal(t, tt.expected, got)
})
}
}

View File

@ -51,6 +51,7 @@ type KubernetesExecutorConfig struct {
ConfigMapAsVolume []*ConfigMapAsVolume `protobuf:"bytes,8,rep,name=config_map_as_volume,json=configMapAsVolume,proto3" json:"config_map_as_volume,omitempty"`
ConfigMapAsEnv []*ConfigMapAsEnv `protobuf:"bytes,9,rep,name=config_map_as_env,json=configMapAsEnv,proto3" json:"config_map_as_env,omitempty"`
ActiveDeadlineSeconds int64 `protobuf:"varint,10,opt,name=active_deadline_seconds,json=activeDeadlineSeconds,proto3" json:"active_deadline_seconds,omitempty"`
Tolerations []*Toleration `protobuf:"bytes,11,rep,name=tolerations,proto3" json:"tolerations,omitempty"`
}
func (x *KubernetesExecutorConfig) Reset() {
@ -155,6 +156,13 @@ func (x *KubernetesExecutorConfig) GetActiveDeadlineSeconds() int64 {
return 0
}
func (x *KubernetesExecutorConfig) GetTolerations() []*Toleration {
if x != nil {
return x.Tolerations
}
return nil
}
type SecretAsVolume struct {
state protoimpl.MessageState
sizeCache protoimpl.SizeCache
@ -941,6 +949,85 @@ func (x *ImagePullSecret) GetSecretName() string {
return ""
}
type Toleration struct {
state protoimpl.MessageState
sizeCache protoimpl.SizeCache
unknownFields protoimpl.UnknownFields
Key string `protobuf:"bytes,1,opt,name=key,proto3" json:"key,omitempty"`
Operator string `protobuf:"bytes,2,opt,name=operator,proto3" json:"operator,omitempty"`
Value string `protobuf:"bytes,3,opt,name=value,proto3" json:"value,omitempty"`
Effect string `protobuf:"bytes,4,opt,name=effect,proto3" json:"effect,omitempty"`
TolerationSeconds *int64 `protobuf:"varint,5,opt,name=toleration_seconds,json=tolerationSeconds,proto3,oneof" json:"toleration_seconds,omitempty"`
}
func (x *Toleration) Reset() {
*x = Toleration{}
if protoimpl.UnsafeEnabled {
mi := &file_kubernetes_executor_config_proto_msgTypes[12]
ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x))
ms.StoreMessageInfo(mi)
}
}
func (x *Toleration) String() string {
return protoimpl.X.MessageStringOf(x)
}
func (*Toleration) ProtoMessage() {}
func (x *Toleration) ProtoReflect() protoreflect.Message {
mi := &file_kubernetes_executor_config_proto_msgTypes[12]
if protoimpl.UnsafeEnabled && x != nil {
ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x))
if ms.LoadMessageInfo() == nil {
ms.StoreMessageInfo(mi)
}
return ms
}
return mi.MessageOf(x)
}
// Deprecated: Use Toleration.ProtoReflect.Descriptor instead.
func (*Toleration) Descriptor() ([]byte, []int) {
return file_kubernetes_executor_config_proto_rawDescGZIP(), []int{12}
}
func (x *Toleration) GetKey() string {
if x != nil {
return x.Key
}
return ""
}
func (x *Toleration) GetOperator() string {
if x != nil {
return x.Operator
}
return ""
}
func (x *Toleration) GetValue() string {
if x != nil {
return x.Value
}
return ""
}
func (x *Toleration) GetEffect() string {
if x != nil {
return x.Effect
}
return ""
}
func (x *Toleration) GetTolerationSeconds() int64 {
if x != nil && x.TolerationSeconds != nil {
return *x.TolerationSeconds
}
return 0
}
type SecretAsEnv_SecretKeyToEnvMap struct {
state protoimpl.MessageState
sizeCache protoimpl.SizeCache
@ -955,7 +1042,7 @@ type SecretAsEnv_SecretKeyToEnvMap struct {
func (x *SecretAsEnv_SecretKeyToEnvMap) Reset() {
*x = SecretAsEnv_SecretKeyToEnvMap{}
if protoimpl.UnsafeEnabled {
mi := &file_kubernetes_executor_config_proto_msgTypes[12]
mi := &file_kubernetes_executor_config_proto_msgTypes[13]
ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x))
ms.StoreMessageInfo(mi)
}
@ -968,7 +1055,7 @@ func (x *SecretAsEnv_SecretKeyToEnvMap) String() string {
func (*SecretAsEnv_SecretKeyToEnvMap) ProtoMessage() {}
func (x *SecretAsEnv_SecretKeyToEnvMap) ProtoReflect() protoreflect.Message {
mi := &file_kubernetes_executor_config_proto_msgTypes[12]
mi := &file_kubernetes_executor_config_proto_msgTypes[13]
if protoimpl.UnsafeEnabled && x != nil {
ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x))
if ms.LoadMessageInfo() == nil {
@ -1012,7 +1099,7 @@ type ConfigMapAsEnv_ConfigMapKeyToEnvMap struct {
func (x *ConfigMapAsEnv_ConfigMapKeyToEnvMap) Reset() {
*x = ConfigMapAsEnv_ConfigMapKeyToEnvMap{}
if protoimpl.UnsafeEnabled {
mi := &file_kubernetes_executor_config_proto_msgTypes[16]
mi := &file_kubernetes_executor_config_proto_msgTypes[17]
ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x))
ms.StoreMessageInfo(mi)
}
@ -1025,7 +1112,7 @@ func (x *ConfigMapAsEnv_ConfigMapKeyToEnvMap) String() string {
func (*ConfigMapAsEnv_ConfigMapKeyToEnvMap) ProtoMessage() {}
func (x *ConfigMapAsEnv_ConfigMapKeyToEnvMap) ProtoReflect() protoreflect.Message {
mi := &file_kubernetes_executor_config_proto_msgTypes[16]
mi := &file_kubernetes_executor_config_proto_msgTypes[17]
if protoimpl.UnsafeEnabled && x != nil {
ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x))
if ms.LoadMessageInfo() == nil {
@ -1063,7 +1150,7 @@ var file_kubernetes_executor_config_proto_rawDesc = []byte{
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}
var (
@ -1251,7 +1353,7 @@ func file_kubernetes_executor_config_proto_rawDescGZIP() []byte {
return file_kubernetes_executor_config_proto_rawDescData
}
var file_kubernetes_executor_config_proto_msgTypes = make([]protoimpl.MessageInfo, 17)
var file_kubernetes_executor_config_proto_msgTypes = make([]protoimpl.MessageInfo, 18)
var file_kubernetes_executor_config_proto_goTypes = []interface{}{
(*KubernetesExecutorConfig)(nil), // 0: kfp_kubernetes.KubernetesExecutorConfig
(*SecretAsVolume)(nil), // 1: kfp_kubernetes.SecretAsVolume
@ -1265,12 +1367,13 @@ var file_kubernetes_executor_config_proto_goTypes = []interface{}{
(*ConfigMapAsVolume)(nil), // 9: kfp_kubernetes.ConfigMapAsVolume
(*ConfigMapAsEnv)(nil), // 10: kfp_kubernetes.ConfigMapAsEnv
(*ImagePullSecret)(nil), // 11: kfp_kubernetes.ImagePullSecret
(*SecretAsEnv_SecretKeyToEnvMap)(nil), // 12: kfp_kubernetes.SecretAsEnv.SecretKeyToEnvMap
nil, // 13: kfp_kubernetes.NodeSelector.LabelsEntry
nil, // 14: kfp_kubernetes.PodMetadata.LabelsEntry
nil, // 15: kfp_kubernetes.PodMetadata.AnnotationsEntry
(*ConfigMapAsEnv_ConfigMapKeyToEnvMap)(nil), // 16: kfp_kubernetes.ConfigMapAsEnv.ConfigMapKeyToEnvMap
(*structpb.Struct)(nil), // 17: google.protobuf.Struct
(*Toleration)(nil), // 12: kfp_kubernetes.Toleration
(*SecretAsEnv_SecretKeyToEnvMap)(nil), // 13: kfp_kubernetes.SecretAsEnv.SecretKeyToEnvMap
nil, // 14: kfp_kubernetes.NodeSelector.LabelsEntry
nil, // 15: kfp_kubernetes.PodMetadata.LabelsEntry
nil, // 16: kfp_kubernetes.PodMetadata.AnnotationsEntry
(*ConfigMapAsEnv_ConfigMapKeyToEnvMap)(nil), // 17: kfp_kubernetes.ConfigMapAsEnv.ConfigMapKeyToEnvMap
(*structpb.Struct)(nil), // 18: google.protobuf.Struct
}
var file_kubernetes_executor_config_proto_depIdxs = []int32{
1, // 0: kfp_kubernetes.KubernetesExecutorConfig.secret_as_volume:type_name -> kfp_kubernetes.SecretAsVolume
@ -1281,19 +1384,20 @@ var file_kubernetes_executor_config_proto_depIdxs = []int32{
11, // 5: kfp_kubernetes.KubernetesExecutorConfig.image_pull_secret:type_name -> kfp_kubernetes.ImagePullSecret
9, // 6: kfp_kubernetes.KubernetesExecutorConfig.config_map_as_volume:type_name -> kfp_kubernetes.ConfigMapAsVolume
10, // 7: kfp_kubernetes.KubernetesExecutorConfig.config_map_as_env:type_name -> kfp_kubernetes.ConfigMapAsEnv
12, // 8: kfp_kubernetes.SecretAsEnv.key_to_env:type_name -> kfp_kubernetes.SecretAsEnv.SecretKeyToEnvMap
3, // 9: kfp_kubernetes.PvcMount.task_output_parameter:type_name -> kfp_kubernetes.TaskOutputParameterSpec
17, // 10: kfp_kubernetes.CreatePvc.annotations:type_name -> google.protobuf.Struct
3, // 11: kfp_kubernetes.DeletePvc.task_output_parameter:type_name -> kfp_kubernetes.TaskOutputParameterSpec
13, // 12: kfp_kubernetes.NodeSelector.labels:type_name -> kfp_kubernetes.NodeSelector.LabelsEntry
14, // 13: kfp_kubernetes.PodMetadata.labels:type_name -> kfp_kubernetes.PodMetadata.LabelsEntry
15, // 14: kfp_kubernetes.PodMetadata.annotations:type_name -> kfp_kubernetes.PodMetadata.AnnotationsEntry
16, // 15: kfp_kubernetes.ConfigMapAsEnv.key_to_env:type_name -> kfp_kubernetes.ConfigMapAsEnv.ConfigMapKeyToEnvMap
16, // [16:16] is the sub-list for method output_type
16, // [16:16] is the sub-list for method input_type
16, // [16:16] is the sub-list for extension type_name
16, // [16:16] is the sub-list for extension extendee
0, // [0:16] is the sub-list for field type_name
12, // 8: kfp_kubernetes.KubernetesExecutorConfig.tolerations:type_name -> kfp_kubernetes.Toleration
13, // 9: kfp_kubernetes.SecretAsEnv.key_to_env:type_name -> kfp_kubernetes.SecretAsEnv.SecretKeyToEnvMap
3, // 10: kfp_kubernetes.PvcMount.task_output_parameter:type_name -> kfp_kubernetes.TaskOutputParameterSpec
18, // 11: kfp_kubernetes.CreatePvc.annotations:type_name -> google.protobuf.Struct
3, // 12: kfp_kubernetes.DeletePvc.task_output_parameter:type_name -> kfp_kubernetes.TaskOutputParameterSpec
14, // 13: kfp_kubernetes.NodeSelector.labels:type_name -> kfp_kubernetes.NodeSelector.LabelsEntry
15, // 14: kfp_kubernetes.PodMetadata.labels:type_name -> kfp_kubernetes.PodMetadata.LabelsEntry
16, // 15: kfp_kubernetes.PodMetadata.annotations:type_name -> kfp_kubernetes.PodMetadata.AnnotationsEntry
17, // 16: kfp_kubernetes.ConfigMapAsEnv.key_to_env:type_name -> kfp_kubernetes.ConfigMapAsEnv.ConfigMapKeyToEnvMap
17, // [17:17] is the sub-list for method output_type
17, // [17:17] is the sub-list for method input_type
17, // [17:17] is the sub-list for extension type_name
17, // [17:17] is the sub-list for extension extendee
0, // [0:17] is the sub-list for field type_name
}
func init() { file_kubernetes_executor_config_proto_init() }
@ -1447,6 +1551,18 @@ func file_kubernetes_executor_config_proto_init() {
}
}
file_kubernetes_executor_config_proto_msgTypes[12].Exporter = func(v interface{}, i int) interface{} {
switch v := v.(*Toleration); i {
case 0:
return &v.state
case 1:
return &v.sizeCache
case 2:
return &v.unknownFields
default:
return nil
}
}
file_kubernetes_executor_config_proto_msgTypes[13].Exporter = func(v interface{}, i int) interface{} {
switch v := v.(*SecretAsEnv_SecretKeyToEnvMap); i {
case 0:
return &v.state
@ -1458,7 +1574,7 @@ func file_kubernetes_executor_config_proto_init() {
return nil
}
}
file_kubernetes_executor_config_proto_msgTypes[16].Exporter = func(v interface{}, i int) interface{} {
file_kubernetes_executor_config_proto_msgTypes[17].Exporter = func(v interface{}, i int) interface{} {
switch v := v.(*ConfigMapAsEnv_ConfigMapKeyToEnvMap); i {
case 0:
return &v.state
@ -1485,13 +1601,14 @@ func file_kubernetes_executor_config_proto_init() {
(*DeletePvc_Constant)(nil),
(*DeletePvc_ComponentInputParameter)(nil),
}
file_kubernetes_executor_config_proto_msgTypes[12].OneofWrappers = []interface{}{}
type x struct{}
out := protoimpl.TypeBuilder{
File: protoimpl.DescBuilder{
GoPackagePath: reflect.TypeOf(x{}).PkgPath(),
RawDescriptor: file_kubernetes_executor_config_proto_rawDesc,
NumEnums: 0,
NumMessages: 17,
NumMessages: 18,
NumExtensions: 0,
NumServices: 0,
},

View File

@ -32,6 +32,7 @@ message KubernetesExecutorConfig {
repeated ConfigMapAsVolume config_map_as_volume = 8;
repeated ConfigMapAsEnv config_map_as_env = 9;
int64 active_deadline_seconds = 10;
repeated Toleration tolerations = 11;
}
message SecretAsVolume {
@ -154,3 +155,11 @@ message ImagePullSecret {
// Name of the image pull secret.
string secret_name = 1;
}
message Toleration {
string key = 1;
string operator = 2;
string value = 3;
string effect = 4;
optional int64 toleration_seconds = 5;
}

View File

@ -12,26 +12,28 @@
# See the License for the specific language governing permissions and
# limitations under the License.
__version__ = '1.1.0'
__version__ = "1.1.0"
__all__ = [
'CreatePVC',
'DeletePVC',
'mount_pvc',
'use_secret_as_env',
'use_secret_as_volume',
'add_node_selector',
'add_pod_label',
'add_pod_annotation',
'set_image_pull_secrets'
"add_node_selector",
"add_pod_annotation",
"add_pod_label",
"add_tolerations",
"CreatePVC",
"DeletePVC",
"mount_pvc",
"set_image_pull_secrets",
"use_secret_as_env",
"use_secret_as_volume",
]
from kfp.kubernetes.pod_metadata import add_pod_label
from kfp.kubernetes.pod_metadata import add_pod_annotation
from kfp.kubernetes.image import set_image_pull_secrets
from kfp.kubernetes.node_selector import add_node_selector
from kfp.kubernetes.pod_metadata import add_pod_annotation
from kfp.kubernetes.pod_metadata import add_pod_label
from kfp.kubernetes.secret import use_secret_as_env
from kfp.kubernetes.secret import use_secret_as_volume
from kfp.kubernetes.toleration import add_tolerations
from kfp.kubernetes.volume import CreatePVC
from kfp.kubernetes.volume import DeletePVC
from kfp.kubernetes.volume import mount_pvc
from kfp.kubernetes.image import set_image_pull_secrets

View File

@ -0,0 +1,52 @@
# 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 typing import List
from google.protobuf import json_format
from kfp.dsl import PipelineTask
from kfp.kubernetes import common
from kfp.kubernetes import kubernetes_executor_config_pb2 as pb
from kubernetes.client import V1Toleration
def add_tolerations(
task: PipelineTask,
tolerations: List[V1Toleration],
) -> PipelineTask:
"""Add `tolerations<https://kubernetes.io/docs/concepts/scheduling-eviction/taint-and-toleration/>`_. to a task.
Args:
task: Pipeline task.
tolerations: A list of V1Tolerations defined using the Kubernetes Python Client.
Returns:
Task object with added tolerations.
"""
tolerations_pb = []
for toleration in tolerations:
tolerations_pb.append(
pb.Toleration(
key=toleration.key,
operator=toleration.operator,
value=toleration.value,
effect=toleration.effect,
toleration_seconds=toleration.toleration_seconds,
))
msg = common.get_existing_kubernetes_config_as_message(task)
msg.tolerations.extend(tolerations_pb)
task.platform_config['kubernetes'] = json_format.MessageToDict(msg)
return task

View File

@ -0,0 +1,45 @@
# 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 kfp import dsl
from kfp import kubernetes
from kubernetes.client import V1Toleration
@dsl.component
def comp():
pass
@dsl.pipeline
def my_pipeline():
task = comp()
kubernetes.add_tolerations(
task,
[
V1Toleration(
key='key1',
operator='Equal',
value='value1',
effect='NoExecute',
toleration_seconds=10,
),
],
)
if __name__ == '__main__':
from kfp import compiler
compiler.Compiler().compile(my_pipeline, __file__.replace('.py', '.yaml'))

View File

@ -0,0 +1,61 @@
# PIPELINE DEFINITION
# Name: my-pipeline
components:
comp-comp:
executorLabel: exec-comp
deploymentSpec:
executors:
exec-comp:
container:
args:
- --executor_input
- '{{$}}'
- --function_to_execute
- comp
command:
- sh
- -c
- "\nif ! [ -x \"$(command -v pip)\" ]; then\n python3 -m ensurepip ||\
\ python3 -m ensurepip --user || apt-get install python3-pip\nfi\n\nPIP_DISABLE_PIP_VERSION_CHECK=1\
\ python3 -m pip install --quiet --no-warn-script-location 'kfp==2.6.0'\
\ '--no-deps' 'typing-extensions>=3.7.4,<5; python_version<\"3.9\"' && \"\
$0\" \"$@\"\n"
- sh
- -ec
- 'program_path=$(mktemp -d)
printf "%s" "$0" > "$program_path/ephemeral_component.py"
_KFP_RUNTIME=true python3 -m kfp.dsl.executor_main --component_module_path "$program_path/ephemeral_component.py" "$@"
'
- "\nimport kfp\nfrom kfp import dsl\nfrom kfp.dsl import *\nfrom typing import\
\ *\n\ndef comp():\n pass\n\n"
image: python:3.7
pipelineInfo:
name: my-pipeline
root:
dag:
tasks:
comp:
cachingOptions:
enableCache: true
componentRef:
name: comp-comp
taskInfo:
name: comp
schemaVersion: 2.1.0
sdkVersion: kfp-2.6.0
---
platforms:
kubernetes:
deploymentSpec:
executors:
exec-comp:
tolerations:
- effect: NoExecute
key: key1
operator: Equal
tolerationSeconds: '10'
value: value1

View File

@ -0,0 +1,193 @@
# 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