Kedro plugin with Vertex AI support
Project description
Kedro Vertex AI Plugin
About
The main purpose of this plugin is to enable running kedro pipeline on Google Cloud Platform - Vertex AI Pipelines. It supports translation from Kedro pipeline DSL to kfp (pipelines SDK) and deployment to Vertex AI service with some convenient commands.
The plugin can be used together with kedro-docker to simplify preparation of docker image for pipeline execution.
Documentation
For detailed documentation refer to https://kedro-vertexai.readthedocs.io/
Usage guide
Usage: kedro vertexai [OPTIONS] COMMAND [ARGS]...
Interact with Google Cloud Platform :: Vertex AI Pipelines
Options:
-e, --env TEXT Environment to use.
-h, --help Show this message and exit.
Commands:
compile Translates Kedro pipeline into YAML file with Kubeflow...
init Initializes configuration for the plugin
list-pipelines List deployed pipeline definitions
run-once Deploy pipeline as a single run within given experiment.
schedule Schedules recurring execution of latest version of the...
ui Open VertexAI Pipelines UI in new browser tab
Configuration file
kedro init generates configuration file for the plugin, but users may want to adjust it to match the run environment
requirements. Check documentation for details - kedro-kubeflow.readthedocs.io
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