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articles/aks/artifact-streaming.md

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ms.author: schaffererin
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ms.service: azure-kubernetes-service
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ms.custom: devx-track-azurecli
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ms.topic: article
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ms.topic: how-to
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ms.date: 11/16/2023
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ms.subservice: aks-nodes
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articles/aks/auto-upgrade-cluster.md

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title: Automatically upgrade an Azure Kubernetes Service (AKS) cluster
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description: Learn how to automatically upgrade an Azure Kubernetes Service (AKS) cluster to get the latest features and security updates.
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ms.topic: article
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ms.topic: how-to
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ms.author: nickoman
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author: nickomang
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articles/aks/auto-upgrade-node-os-image.md

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title: Auto-upgrade Node OS Images
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description: Learn how to choose an upgrade channel that best supports your needs for cluster's node OS security and maintenance.
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ms.topic: how-to
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ms.custom: build-2023, devx-track-azurecli
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articles/aks/cluster-extensions.md

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title: Cluster extensions for Azure Kubernetes Service (AKS)
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description: Learn how to deploy and manage the lifecycle of extensions on Azure Kubernetes Service (AKS)
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ms.date: 06/30/2023
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ms.topic: overview
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articles/aks/csi-secrets-store-identity-access.md

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description: Learn how to integrate the Azure Key Vault Provider for Secrets Store CSI Driver with your Azure credentials and user identities.
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ms.date: 12/19/2023
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articles/aks/dapr-overview.md

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title: Dapr extension for Azure Kubernetes Service (AKS) overview
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description: Learn more about using Dapr on your Azure Kubernetes Service (AKS) cluster to develop applications.
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articles/aks/deploy-extensions-az-cli.md

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title: Deploy and manage cluster extensions by using the Azure CLI
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description: Learn how to use Azure CLI to deploy and manage extensions for Azure Kubernetes Service clusters.
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articles/aks/draft-devx-extension-aks.md

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title: Use Draft and the DevX extension for Visual Studio Code with Azure Kubernetes Service (AKS)
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description: Learn how to use Draft and the DevX extension for Visual Studio Code with Azure Kubernetes Service (AKS)
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articles/aks/eks-edw-rearchitect.md

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A producer app generates load through sending messages to a queue, and a consumer app running in a Kubernetes pod processes the messages and writes the results to a database. KEDA manages pod autoscaling through a declarative binding to the producer queue, and Karpenter manages node autoscaling with just enough compute to optimize for cost. Authentication to the queue and the database uses OAuth-based [service account token volume projection][service-account-volume-projection].
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The workload consists of an AWS EKS cluster to orchestrate consumers reading messages from an Amazon Simple Queue Service (SQS) and saving processed messages to an AWS DynamoDB table. A producer app generates messages and queues them in the AWS SQS queue. KEDA and Karpenter dynamically scale the number of EKS nodes and pods used for the consumers.
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The workload consists of an AWS EKS cluster to orchestrate consumers reading messages from an Amazon Simple Queue Service (SQS) and saving processed messages to an Amazon DynamoDB table. A producer app generates messages and queues them in the Amazon SQS queue. KEDA and Karpenter dynamically scale the number of EKS nodes and pods used for the consumers.
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The following diagram represents the architecture of the EDW workload in AWS:
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articles/aks/eks-edw-refactor.md

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### AWS implementation
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The AWS workload uses the AWS boto3 Python library to interact with AWS SQS queues to configure storage queue access. The AWS IAM `AssumeRole` capability authenticates to the SQS endpoint using the IAM identity associated with the EKS pod hosting the application.
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The AWS workload uses the AWS boto3 Python library to interact with Amazon SQS queues to configure storage queue access. The AWS IAM `AssumeRole` capability authenticates to the SQS endpoint using the IAM identity associated with the EKS pod hosting the application.
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```python
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import boto3
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### AWS implementation
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The original AWS code for DynamoDB access uses the AWS boto3 Python library to interact with AWS SQS queues. The consumer part of the workload uses the same code as the producer for connecting to the AWS SQS queue to read messages. The consumer also contains Python code to connect to DynamoDB using the AWS IAM `AssumeRole` capability to authenticate to the DynamoDB endpoint using the IAM identity associated with the EKS pod hosting the application.
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The original AWS code for DynamoDB access uses the AWS boto3 Python library to interact with Amazon SQS queues. The consumer part of the workload uses the same code as the producer for connecting to the Amazon SQS queue to read messages. The consumer also contains Python code to connect to DynamoDB using the AWS IAM `AssumeRole` capability to authenticate to the DynamoDB endpoint using the IAM identity associated with the EKS pod hosting the application.
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```python
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# presumes policy deployment ahead of time such as: aws iam create-policy --policy-name <policy_name> --policy-document <policy_document.json>

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