使用Python进行数据分析,大家都会多少学习一本经典教材《利用Python进行数据分析》,书中作者使用了Ipython的交互环境进行了书中所有代码的案例演示,而书中的Ipython交互环境用的是原生Python开发环境,在原生环境里,由于没有代码提示、自动格式等智能辅助给你,导致编码效率有点低下,之前就有很多人在问,能不能在PyCharm这段目前最流行最智能的python IDE里设置Ipython的交互环境,我自己也做了尝试,经过自己不断摸索和实践,总结出了在PyCharm设置Ipython交互环境和宏快捷键的方法,现已图文方式分享给大家。
1.设置IPython
(1)下载安装Ipython,注意:此处必须下载IPython的4.2.1版本!!!!
我使用的是PyCharm自带的package安装功能,具有步骤如下图:
1.打开Pycharm,依次点击File----->Settings----->Project
Interpreter,如图所示,会显示所有Python 环境下已安装的package的详情,包括名称,当前版本号,最新版本号;
![PyCharm设置Ipython交互环境和宏快捷键进行数据分析图文详解 PyCharm设置Ipython交互环境和宏快捷键进行数据分析图文详解](https://image.shishitao.com:8440/aHR0cHM6Ly9iYnNtYXguaWthZmFuLmNvbS9zdGF0aWMvTDNCeWIzaDVMMmgwZEhBdllYUjBZV05vWW1GckxtUmhkR0ZuZFhKMUxtTnVMMkYwZEdGamFHMWxiblJ6TDJadmNuVnRMekl3TVRjd01pOHhOQzh4TnpJM01qWjRhREpvWkdwcVpERm9aMlpvYURKekxuQnVadz09LmpwZw%3D%3D.jpg?w=700&webp=1)
![PyCharm设置Ipython交互环境和宏快捷键进行数据分析图文详解 PyCharm设置Ipython交互环境和宏快捷键进行数据分析图文详解](https://image.shishitao.com:8440/aHR0cHM6Ly9iYnNtYXguaWthZmFuLmNvbS9zdGF0aWMvTDNCeWIzaDVMMmgwZEhBdllYUjBZV05vWW1GckxtUmhkR0ZuZFhKMUxtTnVMMkYwZEdGamFHMWxiblJ6TDJadmNuVnRMekl3TVRjd01pOHhOUzh4TURFeE16Rm5ZbTU0ZVdJNWRYVjVNWFV6ZFdWNkxuQnVadz09LmpwZw%3D%3D.jpg?w=700&webp=1)
2.点击右侧"+"号,新增package,进入package安装界面,搜索"ipython",选择4.2.1指定版本进行安装
![PyCharm设置Ipython交互环境和宏快捷键进行数据分析图文详解 PyCharm设置Ipython交互环境和宏快捷键进行数据分析图文详解](https://image.shishitao.com:8440/aHR0cHM6Ly9iYnNtYXguaWthZmFuLmNvbS9zdGF0aWMvTDNCeWIzaDVMMmgwZEhBdllYUjBZV05vWW1GckxtUmhkR0ZuZFhKMUxtTnVMMkYwZEdGamFHMWxiblJ6TDJadmNuVnRMekl3TVRjd01pOHhOUzh4TURJMU1EQndhSG8yWm5FMk5IRTBObVZ3ZEhSbUxuQnVadz09LmpwZw%3D%3D.jpg?w=700&webp=1)
![PyCharm设置Ipython交互环境和宏快捷键进行数据分析图文详解 PyCharm设置Ipython交互环境和宏快捷键进行数据分析图文详解](https://image.shishitao.com:8440/aHR0cHM6Ly9iYnNtYXguaWthZmFuLmNvbS9zdGF0aWMvTDNCeWIzaDVMMmgwZEhBdllYUjBZV05vWW1GckxtUmhkR0ZuZFhKMUxtTnVMMkYwZEdGamFHMWxiblJ6TDJadmNuVnRMekl3TVRjd01pOHhOUzh4TURReE16VnBkbko2YjJ4eWRHaG5hbkJ3YVd0bUxuQnVadz09LmpwZw%3D%3D.jpg?w=700&webp=1)
![PyCharm设置Ipython交互环境和宏快捷键进行数据分析图文详解 PyCharm设置Ipython交互环境和宏快捷键进行数据分析图文详解](https://image.shishitao.com:8440/aHR0cHM6Ly9iYnNtYXguaWthZmFuLmNvbS9zdGF0aWMvTDNCeWIzaDVMMmgwZEhBdllYUjBZV05vWW1GckxtUmhkR0ZuZFhKMUxtTnVMMkYwZEdGamFHMWxiblJ6TDJadmNuVnRMekl3TVRjd01pOHhOUzh4TURReU1EbHhjM3BtYldZMU0zZDNjelV5ZG05a0xuQnVadz09LmpwZw%3D%3D.jpg?w=700&webp=1)
![PyCharm设置Ipython交互环境和宏快捷键进行数据分析图文详解 PyCharm设置Ipython交互环境和宏快捷键进行数据分析图文详解](https://image.shishitao.com:8440/aHR0cHM6Ly9iYnNtYXguaWthZmFuLmNvbS9zdGF0aWMvTDNCeWIzaDVMMmgwZEhBdllYUjBZV05vWW1GckxtUmhkR0ZuZFhKMUxtTnVMMkYwZEdGamFHMWxiblJ6TDJadmNuVnRMekl3TVRjd01pOHhOUzh4TURReU1qVnhOSGwyT0c5emIyODRPRzk2Y0RZMUxuQnVadz09LmpwZw%3D%3D.jpg?w=700&webp=1)
(2) 在pycharm里设置默认控制台为IPython交互环境 pycharm默认的控制台交互环境是原生Python交互环境,需要把交互环境改成已经安装完成的IPython交互环境,具体设置如图所示:
![PyCharm设置Ipython交互环境和宏快捷键进行数据分析图文详解 PyCharm设置Ipython交互环境和宏快捷键进行数据分析图文详解](https://image.shishitao.com:8440/aHR0cHM6Ly9iYnNtYXguaWthZmFuLmNvbS9zdGF0aWMvTDNCeWIzaDVMMmgwZEhBdllYUjBZV05vWW1GckxtUmhkR0ZuZFhKMUxtTnVMMkYwZEdGamFHMWxiblJ6TDJadmNuVnRMekl3TVRjd01pOHhOUzh4TURVME1EVnFOWGR3WkhnME5YQXpZWEo0Y1hFMExuQnVadz09LmpwZw%3D%3D.jpg?w=700&webp=1)
![PyCharm设置Ipython交互环境和宏快捷键进行数据分析图文详解 PyCharm设置Ipython交互环境和宏快捷键进行数据分析图文详解](https://image.shishitao.com:8440/aHR0cHM6Ly9iYnNtYXguaWthZmFuLmNvbS9zdGF0aWMvTDNCeWIzaDVMMmgwZEhBdllYUjBZV05vWW1GckxtUmhkR0ZuZFhKMUxtTnVMMkYwZEdGamFHMWxiblJ6TDJadmNuVnRMekl3TVRjd01pOHhOUzh4TURVMU5ERm1kVEJwYm5CaVlqY3plbkJpYm04eUxuQnVadz09LmpwZw%3D%3D.jpg?w=700&webp=1)
![PyCharm设置Ipython交互环境和宏快捷键进行数据分析图文详解 PyCharm设置Ipython交互环境和宏快捷键进行数据分析图文详解](https://image.shishitao.com:8440/aHR0cHM6Ly9iYnNtYXguaWthZmFuLmNvbS9zdGF0aWMvTDNCeWIzaDVMMmgwZEhBdllYUjBZV05vWW1GckxtUmhkR0ZuZFhKMUxtTnVMMkYwZEdGamFHMWxiblJ6TDJadmNuVnRMekl3TVRjd01pOHhOUzh4TURVNE1qRm1jV0ptWkRoaE9USmtaSHBzWkRkdUxuQnVadz09LmpwZw%3D%3D.jpg?w=700&webp=1)
1.编写宏脚本
![PyCharm设置Ipython交互环境和宏快捷键进行数据分析图文详解 PyCharm设置Ipython交互环境和宏快捷键进行数据分析图文详解](https://image.shishitao.com:8440/aHR0cHM6Ly9iYnNtYXguaWthZmFuLmNvbS9zdGF0aWMvTDNCeWIzaDVMMmgwZEhBdllYUjBZV05vWW1GckxtUmhkR0ZuZFhKMUxtTnVMMkYwZEdGamFHMWxiblJ6TDJadmNuVnRMekl3TVRjd01pOHhOUzh4TVRBNE5UaHhlR2RuTTNkMk1IZzNkM2cxWjJNNUxuQnVadz09LmpwZw%3D%3D.jpg?w=700&webp=1)
![PyCharm设置Ipython交互环境和宏快捷键进行数据分析图文详解 PyCharm设置Ipython交互环境和宏快捷键进行数据分析图文详解](https://image.shishitao.com:8440/aHR0cHM6Ly9iYnNtYXguaWthZmFuLmNvbS9zdGF0aWMvTDNCeWIzaDVMMmgwZEhBdllYUjBZV05vWW1GckxtUmhkR0ZuZFhKMUxtTnVMMkYwZEdGamFHMWxiblJ6TDJadmNuVnRMekl3TVRjd01pOHhOUzh4TVRFMU5EWjRhR2c0Ym5seWNtbG5ObWR5YVhscExuQnVadz09LmpwZw%3D%3D.jpg?w=700&webp=1)
![PyCharm设置Ipython交互环境和宏快捷键进行数据分析图文详解 PyCharm设置Ipython交互环境和宏快捷键进行数据分析图文详解](https://image.shishitao.com:8440/aHR0cHM6Ly9iYnNtYXguaWthZmFuLmNvbS9zdGF0aWMvTDNCeWIzaDVMMmgwZEhBdllYUjBZV05vWW1GckxtUmhkR0ZuZFhKMUxtTnVMMkYwZEdGamFHMWxiblJ6TDJadmNuVnRMekl3TVRjd01pOHhOUzh4TVRFNE1qWmxhall5ZVRodmNESTJkbXA2T1hCbkxuQnVadz09LmpwZw%3D%3D.jpg?w=700&webp=1)
![PyCharm设置Ipython交互环境和宏快捷键进行数据分析图文详解 PyCharm设置Ipython交互环境和宏快捷键进行数据分析图文详解](https://image.shishitao.com:8440/aHR0cHM6Ly9iYnNtYXguaWthZmFuLmNvbS9zdGF0aWMvTDNCeWIzaDVMMmgwZEhBdllYUjBZV05vWW1GckxtUmhkR0ZuZFhKMUxtTnVMMkYwZEdGamFHMWxiblJ6TDJadmNuVnRMekl3TVRjd01pOHhOUzh4TVRJeE16QmhNbmhuTVdkc1pHZ3dhV0ZrYkhKbUxuQnVadz09LmpwZw%3D%3D.jpg?w=700&webp=1)
2.为宏脚本设置快捷键
![PyCharm设置Ipython交互环境和宏快捷键进行数据分析图文详解 PyCharm设置Ipython交互环境和宏快捷键进行数据分析图文详解](https://image.shishitao.com:8440/aHR0cHM6Ly9iYnNtYXguaWthZmFuLmNvbS9zdGF0aWMvTDNCeWIzaDVMMmgwZEhBdllYUjBZV05vWW1GckxtUmhkR0ZuZFhKMUxtTnVMMkYwZEdGamFHMWxiblJ6TDJadmNuVnRMekl3TVRjd01pOHhOUzh4TVRJMk1EUnhjVEl5WkdwemVqVm5lWE41ZW5GNUxuQnVadz09LmpwZw%3D%3D.jpg?w=700&webp=1)
![PyCharm设置Ipython交互环境和宏快捷键进行数据分析图文详解 PyCharm设置Ipython交互环境和宏快捷键进行数据分析图文详解](https://image.shishitao.com:8440/aHR0cHM6Ly9iYnNtYXguaWthZmFuLmNvbS9zdGF0aWMvTDNCeWIzaDVMMmgwZEhBdllYUjBZV05vWW1GckxtUmhkR0ZuZFhKMUxtTnVMMkYwZEdGamFHMWxiblJ6TDJadmNuVnRMekl3TVRjd01pOHhOUzh4TVRJNE16VjRlbTh5WVhWNmRXaHBZek5vYnpCdkxuQnVadz09LmpwZw%3D%3D.jpg?w=700&webp=1)
![PyCharm设置Ipython交互环境和宏快捷键进行数据分析图文详解 PyCharm设置Ipython交互环境和宏快捷键进行数据分析图文详解](https://image.shishitao.com:8440/aHR0cHM6Ly9iYnNtYXguaWthZmFuLmNvbS9zdGF0aWMvTDNCeWIzaDVMMmgwZEhBdllYUjBZV05vWW1GckxtUmhkR0ZuZFhKMUxtTnVMMkYwZEdGamFHMWxiblJ6TDJadmNuVnRMekl3TVRjd01pOHhOUzh4TVRNd01URmhaWGRqZHpFeGJYaDNNV1Y2YjJGakxuQnVadz09LmpwZw%3D%3D.jpg?w=700&webp=1)
![PyCharm设置Ipython交互环境和宏快捷键进行数据分析图文详解 PyCharm设置Ipython交互环境和宏快捷键进行数据分析图文详解](https://image.shishitao.com:8440/aHR0cHM6Ly9iYnNtYXguaWthZmFuLmNvbS9zdGF0aWMvTDNCeWIzaDVMMmgwZEhBdllYUjBZV05vWW1GckxtUmhkR0ZuZFhKMUxtTnVMMkYwZEdGamFHMWxiblJ6TDJadmNuVnRMekl3TVRjd01pOHhOUzh4TVRNeU5EWjFjbmd3Tm1ScGNIVnJkV1ZyZUc4eUxuQnVadz09LmpwZw%3D%3D.jpg?w=700&webp=1)
![PyCharm设置Ipython交互环境和宏快捷键进行数据分析图文详解 PyCharm设置Ipython交互环境和宏快捷键进行数据分析图文详解](https://image.shishitao.com:8440/aHR0cHM6Ly9iYnNtYXguaWthZmFuLmNvbS9zdGF0aWMvTDNCeWIzaDVMMmgwZEhBdlppNWtZWFJoWjNWeWRTNWpiaTl6ZEdGMGFXTXZhVzFoWjJVdmFISnNhVzVsTHpFdVoybG0uanBn.jpg?w=700&webp=1)
测试效果
![PyCharm设置Ipython交互环境和宏快捷键进行数据分析图文详解 PyCharm设置Ipython交互环境和宏快捷键进行数据分析图文详解](https://image.shishitao.com:8440/aHR0cHM6Ly9iYnNtYXguaWthZmFuLmNvbS9zdGF0aWMvTDNCeWIzaDVMMmgwZEhBdllYUjBZV05vWW1GckxtUmhkR0ZuZFhKMUxtTnVMMkYwZEdGamFHMWxiblJ6TDJadmNuVnRMekl3TVRjd01pOHhOUzh4TVRNM05EZHJaalUwTlhBMWJXRTBPVFIwYTNSbUxuQnVadz09LmpwZw%3D%3D.jpg?w=700&webp=1)
![PyCharm设置Ipython交互环境和宏快捷键进行数据分析图文详解 PyCharm设置Ipython交互环境和宏快捷键进行数据分析图文详解](https://image.shishitao.com:8440/aHR0cHM6Ly9iYnNtYXguaWthZmFuLmNvbS9zdGF0aWMvTDNCeWIzaDVMMmgwZEhBdlppNWtZWFJoWjNWeWRTNWpiaTl6ZEdGMGFXTXZhVzFoWjJVdmFISnNhVzVsTHpFdVoybG0uanBn.jpg?w=700&webp=1)
![PyCharm设置Ipython交互环境和宏快捷键进行数据分析图文详解 PyCharm设置Ipython交互环境和宏快捷键进行数据分析图文详解](https://image.shishitao.com:8440/aHR0cHM6Ly9iYnNtYXguaWthZmFuLmNvbS9zdGF0aWMvTDNCeWIzaDVMMmgwZEhBdllYUjBZV05vWW1GckxtUmhkR0ZuZFhKMUxtTnVMMkYwZEdGamFHMWxiblJ6TDJadmNuVnRMekl3TVRjd01pOHhOUzh4TVRReE1UVmhOblUzZVhrek4yVjRZV0YxT1hwcUxuQnVadz09LmpwZw%3D%3D.jpg?w=700&webp=1)