AWS Big Data Blog
Category: AWS Big Data
Automate dynamic mapping and renaming of column names in data files using AWS Glue: Part 2
In Part 1 of this two-part post, we looked at how we can create an AWS Glue ETL job that is agnostic enough to rename columns of a data file by mapping to column names of another file. The solution focused on using a single file that was populated in the AWS Glue Data Catalog […]
How 1Strategy simplified their spreadsheet ETL process using AWS Glue DataBrew
This is a guest blog post by Pat Reilly and Gary Houk at 1Strategy. In their own words, “1Strategy is an APN Premier Consulting Partner focusing exclusively on AWS solutions. 1Strategy consultants help businesses architect, migrate, and optimize their workloads on AWS, creating scalable, cost-effective, secure, and reliable solutions. 1Strategy holds the AWS DevOps, Migration, […]
Top 9 performance tuning tips for PrestoDB on Amazon EMR
Presto is a popular distributed SQL query engine for interactive data analytics. With its massively parallel processing (MPP) architecture, it’s capable of directly querying large datasets without the need of time-consuming and costly ETL processes. With a properly tuned Presto cluster you can run fast queries against big data with response times ranging from subsecond […]
Ingest Salesforce data into Amazon S3 using the CData JDBC custom connector with AWS Glue
Organizations that successfully generate business value from their data will outperform their peers. Many AWS customers require a data storage and analytics solution that combines the prospect information stored in Salesforce, a popular and widely used customer relationship management (CRM) platform, with other structured and unstructured data in their data lake to innovate and build […]
Run usage analytics on Amazon QuickSight using AWS CloudTrail
Amazon QuickSight is a cloud-native BI service that allows end users to create and publish dashboards in minutes, without provisioning any servers or requiring complex licensing. You can view these dashboards on the QuickSight product console or embed them into applications and websites. After you deploy a dashboard, it’s important to assess how they and […]
Retaining data streams up to one year with Amazon Kinesis Data Streams
August 30, 2023: Amazon Kinesis Data Analytics has been renamed to Amazon Managed Service for Apache Flink. Read the announcement in the AWS News Blog and learn more. Streaming data is used extensively for use cases like sharing data between applications, streaming ETL (extract, transform, and load), real-time analytics, processing data from internet of things […]
Create a custom data connector to Slack’s Member Analytics API in Amazon QuickSight with Amazon Athena Federated Query
Amazon QuickSight recently added support for Amazon Athena Federated Query, which allows you to query data in place from various data sources. With this capability, QuickSight can extend support to query additional data sources like Amazon CloudWatch Logs, Amazon DynamoDB, and Amazon DocumentDB (with Mongo DB compatibility) via their existing Amazon Athena data source. You […]
Building an administrative console in Amazon QuickSight to analyze usage metrics
November 2022: Please visit our blog on Admin console for latest updates. Given the scalability of Amazon QuickSight to hundreds and thousands of users, a common use case is to monitor QuickSight group and user activities, analyze the utilization of dashboards, and identify usage patterns of an individual user and dashboard. With timely access to […]
Integrating Datadog data with AWS using Amazon AppFlow for intelligent monitoring
Infrastructure and operation teams are often challenged with getting a full view into their IT environments to do monitoring and troubleshooting. New monitoring technologies are needed to provide an integrated view of all components of an IT infrastructure and application system. Datadog provides intelligent application and service monitoring by bringing together data from servers, databases, […]
Getting started with Trace Analytics in Amazon OpenSearch Service
September 8, 2021: Amazon Elasticsearch Service has been renamed to Amazon OpenSearch Service. See details. Updated May 11, 2021. See the release notes below for more details. Trace Analytics is now available for Amazon OpenSearch Service domains running versions 7.9 or later. Developers and IT Ops teams can use this feature to troubleshoot performance and […]