Getting Started with Delta Lake: A Practical Guide for Data Engineers If you’re in the data engineering space, you’ve probably heard the buzz around Delta Lake. It’s been gaining traction as a go-...
In this article let us uncover the BigQuery Data Transfer service, what is it, when to use it, what its limitations are and a sample terraform code to deploy one onto GCP. What is BigQuery Data Tr...
This would be the last part of our three-part series to run a dbt job in GCP. In part 1 we went through the setup needed to run a dbt job on our local system. Next, we saw how to create the infrast...
This is the second part of the three-part series to get a dbt job into production. Previously we saw how to get the dbt job running locally. Our end goal would be to deploy the dbt job as a Cloud R...
In this multi-part series let us try to get a dbt job running as a Cloud Run job with the infrastructure managed by Terraform and CI/CD with GitHub Actions Part 1: Setup to run the dbt job locally...
In a previous article, we saw how to set up Terraform on our local system and manage the resources in GCP. In this article, let us take it one step further and add GitHub Action to the mix. Let us...
Infrastructure as code (IaC) has become so popular these days that it is no longer a skill of a particular team like platform engineering or DevOps. When I used to build Apache Spark pipelines usi...
Manage Multiple gcloud accounts If your organisation has multiple gcloud accounts or you want to manage both your company and your personal gcloud account using the CLI you could follow the below s...
Containerise your Python Flask using Docker and deploy it onto Heroku Python Flask application can be directly deployed onto Heroku. But sometimes you would want to have more control on your deplo...
After creating many Flask applications using Python, the thing that always made me sad is the below ‘WARNING’ message. But since I was doing it mostly for my learning, I didn’t bother much about t...