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识别pandas对象的IDE

[英]IDE that recognizes pandas objects

原文 2014-01-30 23:20:05 5 2 python/ ide/ pandas

Is there a Python IDE that recognizes pandas objects such as Dataframes? 是否有一个Python IDE可以识别像Dataframe这样的pandas对象？ If not, is there a plan to develop this? 如果没有，是否有计划发展这个？

This is done well in RStudio for R. There dataframes are listed and can be viewed outside of the terminal. 这在R的RStudio中做得很好。列出了数据帧，可以在终端外查看。 Spyder's object viewer (as one example) does not pick up on Dataframes from pandas. Spyder的对象查看器（作为一个示例）不会从pandas中获取Dataframe。 It should be possible to view the dimensions, column names and other useful information. 应该可以查看维度，列名称和其他有用信息。

2 个解决方案

I am using spyder and it is the closest I have found to something like Rstudio. 我正在使用spyder，它是我找到的最像Rstudio的东西。 It also integrates with Ipython! 它还与Ipython集成！

Spyder Spyder的

I don't know anything about a pandas-centric IDE but the main difference between python and R is that python is a general purpose object with so many dynamic features that is very difficult to make and IDE which introspects all the objects while you're coding. 我对一个以熊猫为中心的IDE一无所知，但是python和R之间的主要区别在于python是一个通用对象，具有很多动态特性，很难制作，而IDE则会对你所有的对象进行内省。编码。 One useful approach for the python community is to use IPython as interactive shell, it works really nice with pandas , matplotlib , numpy and scipy . python社区的一个有用的方法是使用IPython作为交互式shell，它对pandas ， matplotlib ， numpy和scipy 。