There are many use-cases where a serverless architecture has a lot of benefits and of course an API service is not the exception. In a previous post, we learned how to deploy a Flask application on EC2 using a Load Balancer and Auto Scaling Groups. …

Having multiple URLs to manage resources or sending multiple requests to retrieve some data, as well as maintain your documentation updated could be a characteristic you don’t like from a REST API and a huge challenge within your team. Probably, there already exists a framework that can help you with…

Probably you are feeling that a RESTful API is not the right choice for your next project or your current use-case is hard to fit into the resource definitions or maybe you are trying to improve the network performance for your request because it’s a key component in your microservice…

Dataproc is a managed Apache Spark / Apache Hadoop service that lets you take advantage of some of those open source data tools for batch, querying and streaming processing and machine learning. This project is intended to explain the way you can run an Apache Spark script into Google Cloud…

Even if we already have tools such as Apache Hadoop, Apache Spark and Apache Flink there are some situations when we could need a tool that provide us a kind of abstraction between our application logic and the big data ecosystem or even to provide a unified model for both…

Building serverless ETL pipelines using Amazon Glue. AWS Glue automatically discovers and categorise your data and make it immediately searchable and query-able using Amazon Athena, Amazon Redshift or Amazon EMR. In this example project you’ll learn how to use AWS Glue to transform your data stored in S3 buckets and…

Sometimes a serverless approach using Lambda Functions won’t be the best solution for our project necessities. …

Deploying Lambda Functions written in Python that use custom dependencies not included in AWS Lambda Runtime for Python with Terraform as Infrastructure as Code (IaC). In this article, we will learn: How to deploy Lambda function on Amazon Web Services. How to use Terraform to deploy our project infrastructure. How…