Airflow kubernetes pod operator resources. , Minikube), and define it in a DAG.



Airflow kubernetes pod operator resources. When to use the KubernetesPodOperator. Jan 15, 2024 · Is there a way for us to access this AKS cluster using an Airflow KubernetesPodOperator (is the kube config file located somewhere in the file system that we can access?), or is this not supported? Would we have to set up a separate AKS cluster ourselves in order to use the KubernetesPodOperator?. In this guide, we cover: The requirements for running the KubernetesPodOperator. I would like to be able to parameterize the resources (memory and CPU) allocated to the container, so that I can change them depending on the specific DAG run. Users can specify a kubeconfig file using the config_file parameter, otherwise the operator will default to ~/. , Minikube), and define it in a DAG. To utilize the KubernetesPodOperator, you need to configure Airflow with a Kubernetes connection, set up a local Kubernetes cluster (e. Mar 7, 2023 · I have an Airflow DAG that uses a KubernetesPodOperator to run a containerized task. How to configure the KubernetesPodOperator. In this guide, you’ll learn: The requirements for running the KubernetesPodOperator. By abstracting calls to the Kubernetes API, the KubernetesPodOperator enables you to start and run Pods from Airflow using DAG code. The KubernetesPodOperator enables task-level resource configuration and is optimal for custom Python dependencies that are not available through the public PyPI repository. In this article, we’ll explore how to use the Kubernetes Pod Operator in Apache Airflow to execute tasks within a Kubernetes pod. g. Specifically, we’ll run a Sling ETL task to migrate data from a source database to Azure Blob Storage in Parquet format. Here’s a step-by-step guide using Minikube for demonstration purposes. kube/config. By abstracting calls to the Kubernetes API, the KubernetesPodOperator lets you start and run Pods from Airflow using DAG code. fgbcph ydm kezn cxoiii qlggzz ddiurv olakr nyz ryoi igqsd