pipelines/samples/core/resource_ops/resource_ops.py

67 lines
1.7 KiB
Python

# Copyright 2019 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.
"""
This example demonstrates how to use ResourceOp to specify the value of env var.
"""
import json
from kfp.deprecated import dsl, compiler
_CONTAINER_MANIFEST = """
{
"apiVersion": "batch/v1",
"kind": "Job",
"metadata": {
"generateName": "resourceop-basic-job-"
},
"spec": {
"template": {
"metadata": {
"name": "resource-basic"
},
"spec": {
"containers": [{
"name": "sample-container",
"image": "k8s.gcr.io/busybox",
"command": ["/usr/bin/env"]
}],
"restartPolicy": "Never"
}
},
"backoffLimit": 4
}
}
"""
@dsl.pipeline(
name="resourceop-basic",
description="A Basic Example on ResourceOp Usage."
)
def resourceop_basic():
# Start a container. Print out env vars.
op = dsl.ResourceOp(
name='test-step',
k8s_resource=json.loads(_CONTAINER_MANIFEST),
action='create'
)
if __name__ == '__main__':
compiler.Compiler().compile(resourceop_basic, __file__ + '.yaml')