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Container image support for AWS Lambda lets developers package function code and dependencies using familiar patterns and tools. With this pattern, developers use standard tools like Docker to package their functions as container images and deploy them to Lambda. In this post, we demonstrate how to use open source tools and AWS continuous integration and […]
NOTE: Since this blog post was written, much about Kubeflow has changed. While we are leaving it up for historical reference, more accurate information about Kubeflow on AWS can be found here. The Kubeflow project is dedicated to making deployments of machine learning (ML) workflows on Kubernetes simple, portable, and scalable. The project’s goal is […]
GraphQL is an application-level query language that helps clients and servers communicate by establishing a common protocol for queries. It represents an alternative to the REST style: unlike REST, GraphQL gives the client, not the server, the power to define what kind of data will be included in the response to its query. GraphQL allows […]
AWS Distro for OpenTelemetry 0.14 is now available. You can download the latest AWS Distro for OpenTelemetry Collector image from the Amazon Elastic Container Registry (Amazon ECR) Public Gallery. Release highlights OpenTelemetry Collector v0.38.0 Updated Lambda layers for Java, Java auto-instrumentation agent, JavaScript, and .Net New OpenTelemetry Operator image added to public Amazon ECR Added […]
Modern data science environments often involve many independent projects, each spanning multiple accounts. In order to maintain a global overview of the activities within the projects, a mechanism to collect data from the different accounts into a central one is crucial. In this post, we show how to leverage existing services—Amazon DynamoDB, AWS Lambda, Amazon […]
In this blog post, we explain how to create a multi-stage Dockerfile that uses eksctl, kubectl, and aws-auth. This will allow you to call Kubernetes APIs to create and manage resources through a unified control plane. You will interact with the Kubernetes API using Python, and the config map is created using a Jinja2 template. […]
AWS Distro for OpenTelemetry (ADOT) version 0.10.0 is now available with AWS Lambda layers for AWS X-Ray support in .Net. Latest versions of AWS Lambda layers with AWS X-Ray support are now available for the OpenTelemetry Collector, Java, Java instrumentation, JavaScript, and Python. Review the changelog for the list of Lambda updates made for version […]
At re:Invent 2020, Amazon announced the preview of AWS SaaS Boost, an open source tool that helps software developers migrate their existing solutions to a Software-as-a-Service (SaaS) delivery model. Think of AWS SaaS Boost like a space launch system for your applications, with all the ground operation and rockets to help you propel and manage […]
Organizations have complex infrastructure and need common tooling to make decisions about the system as a whole. In such scenarios, policy-based decision making could be implemented using Open Policy Agent (OPA). OPA is an open source, general-purpose policy engine, which decouples policy decision-making from policy enforcement. When a web-based application needs to make a policy […]
Many Java applications use Apache Maven or Gradle for building and managing the project. These tools help map how to build a particular piece of software, along with its different dependencies. In almost every scenario, these applications will depend on several external dependencies/libraries. AWS Lambda functions written in Java also use these tools for packaging […]
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