本文指导你为适用于 Azure Databricks 的代码和项目配置 Azure DevOps 自动化。 具体而言,你将配置持续集成和交付 (CI/CD) 工作流以连接到 Git 存储库,使用 Azure Pipelines 运行作业以生成 Python wheel (*.whl) 并对其进行单元测试,然后对其进行部署以便在 Databricks 笔记本中使用。
Learn how to configure your Azure DevOps pipelines to provide authentication for Databricks CLI commands and API calls in your automation.Azure DevOps authenticationManaging authentication (first-party and third-party) in Azure DevOps is done with service connections. In the Azure DevOps portal, you...
在此体系结构中,有多个部署阶段。 请考虑创建 Azure DevOps 管道并添加这些阶段。 可以自动执行以下阶段: 启动Databricks 群集。 配置Databricks CLI。 安装Scala 工具。 添加Databricks 机密。 请考虑编写自动化集成测试以提高 Databricks 代码及其生命周期的质量和可靠性。
在此体系结构中,有多个部署阶段。 请考虑创建 Azure DevOps 管道并添加这些阶段。 可以自动执行以下阶段: 启动Databricks 群集。 配置Databricks CLI。 安装Scala 工具。 添加Databricks 机密。 请考虑编写自动化集成测试以提高 Databricks 代码及其生命周期的质量和可靠性。
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data={"cluster_id":123,"libraries":[{"pypi":{"package":"private_package==1.0.0","repo":"https://<devops-token>@pkgs.dev.azure.com/<company>/pypi/simple/"}}]}requests.post(https://<host>/api/2.0/libraries/install,auth=('token',<databricks-token>)) ...
Status of the schema validation and distribution drift MLflow experiments (submitted as Databricks jobs) may be viewed in links provided for the respective tasks in the Azure DevOps pipeline run (Figure 8). Figure 8. A link to the Azure Databricks run job statu...
Cloud Modernization — A Guide to the Hidden Value of Migrating From Hadoop to Databricks MIT Technology Review Insights CIO Vision 2025 How Azure Databricks Customers Unlock Value With Microsoft Power BI and the Data Intelligence Platform Benefits of Cobalt 100 VMs for Azure Databricks Users ...
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Azure DevOps vs GitHub Azure DevOps Pipeline Microsoft Azure Quiz Test and Explore your knowledge Table of Contents What is Azure Databricks? Databricks Introduction Databricks in Azure Azure Databricks's Features Advantages of Azure Databricks Databricks SQL Databricks Data Science and Engineering Databric...