Python Dependency Management in Spark Connect
Managing the environment of an application in a distributed computing environment can be challenging. Ensuring that all nodes have the necessary environment to...
Apache Spark 3.5.0引入了Spark Connect中的基于会话的依赖管理支持,允许在运行时动态更新Python依赖。此功能确保每个会话都有自己的依赖和环境,减少冲突。用户可以使用Conda、PEX或virtualenv来管理依赖。Databricks笔记本提供了用户友好的界面来管理依赖。