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KFP Pipeline code w/ TTL Configuration resulting IR yaml
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# PIPELINE DEFINITION | |
# Name: hello-world | |
# Description: A simple intro pipeline | |
# Inputs: | |
# text: str [Default: 'hi there'] | |
components: | |
comp-hello-world: | |
executorLabel: exec-hello-world | |
inputDefinitions: | |
parameters: | |
text: | |
parameterType: STRING | |
outputDefinitions: | |
parameters: | |
Output: | |
parameterType: STRING | |
deploymentSpec: | |
executors: | |
exec-hello-world: | |
container: | |
args: | |
- --executor_input | |
- '{{$}}' | |
- --function_to_execute | |
- hello_world | |
command: | |
- sh | |
- -c | |
- "\nif ! [ -x \"$(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==dev' '--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 hello_world(text: str) -> str:\n print(text)\n return text\n\ | |
\n" | |
image: python:3.9 | |
pipelineInfo: | |
description: A simple intro pipeline | |
name: hello-world | |
root: | |
dag: | |
tasks: | |
hello-world: | |
cachingOptions: | |
enableCache: true | |
componentRef: | |
name: comp-hello-world | |
inputs: | |
parameters: | |
text: | |
componentInputParameter: text | |
taskInfo: | |
name: hello-world | |
inputDefinitions: | |
parameters: | |
text: | |
defaultValue: hi there | |
isOptional: true | |
parameterType: STRING | |
schemaVersion: 2.1.0 | |
sdkVersion: kfp-dev | |
--- | |
platforms: | |
kubernetes: | |
pipelineConfig: | |
pipelineTtl: 10 |
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