用lumberjack包在R中监控数据
Monitoring data in R with the lumberjack package
AI总结：
lumberjack包通过简化日志记录过程，帮助用户在R中监控数据处理和转换过程中的动态变化。
摘要：
在数据处理和转换过程中进行监控可以提供关于运行生产系统动态的详细洞察。lumberjack包是一个轻量级的包，允许用户跟踪R代码如何操纵R对象时对象的转换过程。该包抽象了所有日志记录代码，用户只需指定要日志记录的对象以及应记录的信息。包中包含几个默认的日志记录器，但通过用户定义的日志记录器对象可以扩展该包。
英文摘要：
Monitoring data while it is processed and transformed can yield detailed insight into the dynamics of a (running) production system. The lumberjack package is a lightweight package allowing users to follow how an R object is transformed as it is manipulated by R code. The package abstracts all logging code from the user, who only needs to specify which objects are logged and what information should be logged. A few default loggers are included with the package but the package is extensible through user-defined logger objects.
机构、总结、中文摘要均由AI分析而来，可能存在错误，请以论文正文为准。
