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AWS Collective

A collective for developers who utilize Amazon Web Services' infrastructure and platform capabilities. The AWS Collective is organized and managed by the Stack Overflow community as a resource for developers.
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PySpark CONTEXT_ONLY_VALID_ON_DRIVER error when calling class method inside RDD transformation (AWS Glue)

I am running a Glue job where I call a framework Python file stored in S3. I download and import the framework like this: os.system(f'aws s3 cp s3://s3_bucket/Common/ABC/XML_TO_PARQUE_FRAMEWORK.py ./ -...
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80 views

CloudWatch GetMetricData: When querying 30 days with Period=1800 (30 min), what source resolution is used for aggregation?

I am collecting Amazon CloudWatch metrics for an EMR cluster over a 30-day period using GetMetricData. For each metric, I am requesting: Period = 1800 seconds (30 minutes) Stat = Average My goal is ...
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39 views

Amazon Bedrock - Custom response based on data in an RDS database

I've been planning to use Amazon Bedrock to let users generate content rather than write it themselves. However, every person has a unique style for the data they produce; some write very generic ...
1 vote
0 answers
50 views

Spring Boot 3.x: spring.config.import=aws-secretsmanager fires in default profile even with optional: prefix and secretsmanager.enabled=false

I have a Spring Boot 3.x app with JDK 21 and Spring Cloud AWS 3.1.1. For higher environments (prod, staging) I want datasource credentials pulled from AWS Secrets Manager. For local development (...
-1 votes
0 answers
88 views

EKS api access from VPC

I have an eks cluster integrated on VPC which I am trying to access through eks api. My client runs on bedrock agentcore. Currently the access is enabled by peering eks and agentcore VPCs and creating ...

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1 vote
432 views
1 minute read
How-to guide

AWS Management Console now supports simultaneous sign-in for multiple AWS accounts

AWS has changed the way we interact with AWS console for sign-in. Jan 16, 2025 AWS has announced the support for multiple console sessions for signing into different aws accounts in the same browser. ...
Jatin Mehrotra's user avatar
4 votes
664 views
8 minute read
How-to guide

How to achieve fast, scalable, robust & cost optimized scaling of tasks on AWS ECS

Summary There are multiple use cases to containerize and host proprietary applications on AWS ECS which is “a fully managed container orchestration service that makes it easy for you to deploy, manage,...
TechFree's user avatar
8 votes
708 views
2 minute read
Knowledge article

Overcoming Front-End Back-End Coupling with AWS Event-Driven Architecture

introduction As a developer, I've always been interested in event-driven architectures (EDAs) and how they can improve the overall performance and scalability of web applications. However, I never ...
Marawan Mamdouh's user avatar
6 votes
1k views
1 minute read
How-to guide

Always-on access for your data in Amazon S3, using cross-Region replication and Multi-Region Access Points (MRAP)

To improve durability of your data in the cloud, you should replicate it to multiple locations. For data in Amazon S3, it is automatically stored across multiple devices spanning a minimum of three ...
Seth E's user avatar
6 votes
1k views
3 minute read
Knowledge article

Local development, testing, and debugging of serverless applications defined in Terraform using AWS SAM CLI

One question we hear from developers using Terraform and AWS Lambda functions is how to locally test the Lambda function. Here’s a great example — I have a simple terraform file with a Lambda function....
Julie's user avatar