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GCP BigQuery Expression | Monthly Invoice Based on Labels

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GCP BigQuery Expression | Monthly Invoice Based on Labels
J

Hi there, I'm a prior hybrid network engineer transformed cloud engineer, and I enjoy writing posts about my technical journey including implementation guides, insights, tips, scripts and graphics from what I've gleaned along the way.

In this GCP BigQuery expression, I show how you can retrieve the monthly invoice data on all resources in a specified project based on assigned label values. This method of capturing cloud spend can be applied after you've enabled the Cloud Billing data export to BigQuery functionality.

This query performs the following functions:

  • The sum of regular costs, taxes, adjustments and rounding errors for each invoice month using inner CAST

  • The CROSS JOIN statement excludes Null arrays/rows and UNNEST operator flattens the array of labels into rows

  • Filter by project name

  • Group by key/value labels and invoice month

  • Order by invoice month

This is just one scenario displaying the value of applying tags/labels on your cloud resources. I've found tagging essential when it comes to cloud cost analysis, especially across a multi-cloud, multi-platform infrastructure!

Link to query on Gist: https://gist.github.com/jksprattler/80519ade571714c4415e103ccc8ad2be

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Writing about topics such as Multi-Cloud Infrastructure, Security, DevOps, Networking, and Automation on AWS, Azure, and GCP