Kedro plugin with GCP Vertex AI support
Kedro Vertex AI Plugin
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.
For detailed documentation refer to https://kedro-vertexai.readthedocs.io/
Usage: kedro vertexai [OPTIONS] COMMAND [ARGS]...
Interact with Google Cloud Platform :: Vertex AI Pipelines
-e, --env TEXT Environment to use.
-h, --help Show this message and exit.
compile Translates Kedro pipeline into JSON 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.
ui Open VertexAI Pipelines UI in new browser tab
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-vertexai.readthedocs.io
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