AWS Big Data Blog

Category: Developer Tools

Solution Architecture for the blog post

Simplify and optimize Python package management for AWS Glue PySpark jobs with AWS CodeArtifact

Data engineers use various Python packages to meet their data processing requirements while building data pipelines with AWS Glue PySpark Jobs. Languages like Python and Scala are commonly used in data pipeline development. Developers can take advantage of their open-source packages or even customize their own to make it easier and faster to perform use […]

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Unify log aggregation and analytics across compute platforms

Our customers want to make sure their users have the best experience running their application on AWS. To make this happen, you need to monitor and fix software problems as quickly as possible. Doing this gets challenging with the growing volume of data needing to be quickly detected, analyzed, and stored. In this post, we […]

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Apply CI/CD DevOps principles to Amazon Redshift development

CI/CD in the context of application development is a well-understood topic, and developers can choose from numerous patterns and tools to build their pipelines to handle the build, test, and deploy cycle when a new commit gets into version control. For stored procedures or even schema changes that are directly related to the application, this […]

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Automate building an integrated analytics solution with AWS Analytics Automation Toolkit

This blog post was last reviewed and updated July 2022, to be consistent with the new menu interface launched by the AWS Analytics Automation Toolkit. Amazon Redshift is a fast, fully managed, widely popular cloud data warehouse that powers the modern data architecture enabling fast and deep insights or machine learning (ML) predictions using SQL […]

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How MOIA built a fully automated GDPR compliant data lake using AWS Lake Formation, AWS Glue, and AWS CodePipeline

This is a guest blog post co-written by Leonardo Pêpe, a Data Engineer at MOIA. MOIA is an independent company of the Volkswagen Group with locations in Berlin and Hamburg, and operates its own ride pooling services in Hamburg and Hanover. The company was founded in 2016 and develops mobility services independently or in partnership […]

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Increase Amazon Elasticsearch Service performance by upgrading to Graviton2

September 8, 2021: Amazon Elasticsearch Service has been renamed to Amazon OpenSearch Service. See details. Amazon OpenSearch Service supports multiple instance types based on your use case. In 2021, AWS announced general purpose (M6g), compute optimized (C6g), and memory optimized (R6g, R6gd) instance types for Amazon OpenSearch Service version 7.9 or later powered by AWS […]

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Implement continuous integration and delivery of serverless AWS Glue ETL applications using AWS Developer Tools

In this post, I walk you through a solution that implements a CI/CD pipeline for serverless AWS Glue ETL applications supported by AWS Developer Tools (including AWS CodePipeline, AWS CodeCommit, and AWS CodeBuild) and AWS CloudFormation.

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