有关于使用atom进行python开发的网上资料比较少,最近发现使用atom结合hydrogen插件进行python开发,尤其是数据挖掘相关的工作,整体体验要好于vscode,vscode虽然说也有连接jupyter的工具,但是交互式的开发hydrogen体验更好。
这里放了个动图来展示一下hydrogen的强大
插件安装
python
- hydrogen
- atom-ide-ui
- ide-python
这里要注意,本地的pip需要 安装 python-language-server[all],在ide-python的readme中有详细说明
远程连接
- remote ftp
- 美化
- simplified-chinese-menu(汉化补丁)
- file-icons(文件夹图标)
- bracket-colorizer(彩虹括号,找了好久,确定就是必须配合暗色主题)
- atom-bracket-highlight(括号高亮)
- atom-clock(加个时钟在右下角)
- highlight-selected(高亮选择)
- minimap(类似sublime的右侧map栏)
- minimap-highlight-selected(选择代码后,map上也高亮,方便定位代码)
插件配置
remote ftp
这里先讲一下我的需求,我是需要利用其连接公司服务器上的内容,但是公司服务器是需要跳板机的,所以我需要通过跳板机才能访问,因此配置上会有些复杂
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{
"protocol" : "sftp" ,
"host" : "跳板机域名" , / / string - hostname or ip address of the server. default: 'localhost'
"port" : 跳板机端口, / / integer - port number of the server. default: 22
"user" : "用户名" , / / string - username for authentication. default: (none)
"pass" : "如果用密钥这里就不用填" , / / string - password for password - based user authentication. default: (none)
"promptforpass" : false, / / boolean - set to true for enable password / passphrase dialog. this will prevent from using cleartext password / passphrase in this config. default: false
"remote" : "实际的服务器目录,例如:/服务器域名/用户名/目录" , / / try to use absolute paths starting with /
"agent" : " ", // string - path to ssh-agent's unix socket for ssh-agent-based user authentication. linux/mac users can set " env " as a value to use env ssh_auth_sock variable. windows users: set to 'pageant' for authenticating with pageant or (actual) path to a cygwin " unix socket." default: (none)
"privatekey" : "本地私钥path" , / / string - absolute path to the private key file ( in openssh format ). default: (none)
"passphrase" : "", / / string - for an encrypted private key, this is the passphrase used to decrypt it. default: (none)
"hosthash" : "", / / string - 'md5' or 'sha1' . the host's key is hashed using this method and passed to the hostverifier function. default: (none)
"ignorehost" : true,
"conntimeout" : 10000 , / / integer - how long ( in milliseconds) to wait for the ssh handshake to complete. default: 10000
"keepalive" : 10000 , / / integer - how often ( in milliseconds) to send ssh - level keepalive packets to the server ( in a similar way as openssh's serveraliveinterval config option). set to 0 to disable. default: 10000
"keyboardinteractive" : 如果要用动态令牌,这里就要填true, / / boolean - set to true for enable verifycode dialog. keyboard interaction authentication mechanism. for example using google authentication (multi factor)
"keyboardinteractiveforpass" : false, / / boolean - set to true for enable keyboard interaction and use pass options for password. no open dialog.
"remotecommand" : "",
"remoteshell" : "",
"watch" :[],
"watchtimeout" : 500 , / / integer - the duration ( in milliseconds ) from when the file was last changed for the upload to begin.
}
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ide-python
需要配置一下python executable
填写你的python路径,比如使用的是conda虚拟环境,就这样写
/xxx/anaconda3/envs/xxx/bin/python
hydrogen
连接本地kernel
首先需要在上面填写的路径下的python环境中安装ipykernel
python -m ipykernel install --user --name py37
然后用atom打开一个py文件,输入
# %%
print('hello atom')# %%
print('每一个# %%代表一个新的cell')
然后再第2行末尾按ctrl+enter就会自动弹出来让你选择环境的弹窗,选择刚刚新建的环境即可
然后在hydrogen里面通过使用# %%
来分割每一个cell,在mac中使用option+shift+enter组合键来实现运行当前整个ceil,使用command+enter实现运行当前行,使用shift+enter实现运行当前行并跳转下一行,具体可参考官方文档
连接远程kernel
连接远程的jupyter只需要配置一下hydrogen设置里面的kernel gateways
,填上如下内容即可
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[{ "name" : "remote server" ,
"options" : {
"baseurl" : "jupyter url" ,
"token" : "jupyter token"
}
}]
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然后点击connect to remote kernel
即可
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原文链接:https://www.cnblogs.com/harrylyx/p/15166101.html