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Turbo mode
This page describes an optional step to enable the Turbo Mode for
the Cortex Framework Data Foundation deployment. Google Cloud Cortex Framework offers the following two
deployment modes to consider when setting up your
data pipelines in the config.json file.
Standard Mode (turboMode=false):
This option is recommended if you are
still making adjustments to your data source or suspect there might be
mismatches between your views and the actual data tables. In this mode, the
deployment process attempts to create all the defined views in your
configuration, even if there are errors in some views. This might take longer,
but it helps identify all potential issues (mismatches between views and tables)
in a single run.
Turbo Mode (turboMode=true):
This mode is for faster deployments once your
data source configuration is done correctly. The deployment process
dynamically generates a cloudbuild.views.yaml file with each view in the
right dependencies file (for example, dependencies_ecc.txt or dependencies_s4.txt)
as a single step of the build. This can significantly speed up
deployment times (up to 10 times faster).
However, the downside is that if there's an error in any view during deployment,
the entire process stops. This might not be ideal for debugging purposes
as you might need to rerun the deployment to identify the specific error.
The suggestion is to choose "Standard" for initial setup or troubleshooting, and
"Turbo" for faster deployments later.
Except as otherwise noted, the content of this page is licensed under the Creative Commons Attribution 4.0 License, and code samples are licensed under the Apache 2.0 License. For details, see the Google Developers Site Policies. Java is a registered trademark of Oracle and/or its affiliates.
Last updated 2025-03-05 UTC.
[[["Easy to understand","easyToUnderstand","thumb-up"],["Solved my problem","solvedMyProblem","thumb-up"],["Other","otherUp","thumb-up"]],[["Hard to understand","hardToUnderstand","thumb-down"],["Incorrect information or sample code","incorrectInformationOrSampleCode","thumb-down"],["Missing the information/samples I need","missingTheInformationSamplesINeed","thumb-down"],["Other","otherDown","thumb-down"]],["Last updated 2025-03-05 UTC."],[[["Turbo Mode is an optional setting within the Cortex Framework Data Foundation deployment that offers faster deployment speeds."],["Standard Mode (`turboMode=false`) is designed for initial setup and troubleshooting, allowing the identification of errors in multiple views during a single deployment run."],["Turbo Mode (`turboMode=true`) is optimized for quicker deployments after the data source configuration is finalized, generating dependency files on-the-fly."],["While Turbo Mode greatly increases deployment speed, an error in any view will halt the entire process, making Standard Mode better for debugging."],["The recommendation is to use Standard Mode initially and switch to Turbo Mode once the data source is correctly configured."]]],[]]
