（笔记）第三期书生·浦语大模型实战营（十一卷王场）--书生入门岛通关第2关Python 基础知识

学员闯关手册：https://aicarrier.feishu.cn/wiki/ZcgkwqteZi9s4ZkYr0Gcayg1n1g?open_in_browser=true
课程视频：https://www.bilibili.com/video/BV1mS421X7h4/
课程文档：https://github.com/InternLM/Tutorial/tree/camp3/docs/L0/Python
关卡作业：https://github.com/InternLM/Tutorial/blob/camp3/docs/L0/Python/task.md
开发机平台：https://studio.intern-ai.org.cn/
开发机平台介绍：https://aicarrier.feishu.cn/wiki/GQ1Qwxb3UiQuewk8BVLcuyiEnHe

（截图显示在（作业）第三期书生·浦语大模型实战营（十一卷王场）–书生入门岛通关第2关Python 基础知识）

Python实现wordcount

import stringdef wordcount(text):# Removing punctuation and converting text to lowercasecleaned_text = text.translate(str.maketrans('', '', string.punctuation)).lower()# Splitting the text into wordswords = cleaned_text.split()# Counting the occurrences of each wordword_count = {}for word in words:if word in word_count:word_count[word] += 1else:word_count[word] = 1return word_counttext = """
Got this panda plush toy for my daughter's birthday,
who loves it and takes it everywhere. It's soft and
super cute, and its face has a friendly look. It's
a bit small for what I paid though. I think there
might be other options that are bigger for the
same price. It arrived a day earlier than expected,
so I got to play with it myself before I gave it
to her.
"""
wordcount=wordcount(text)
print(wordcount)

使用本地Vscode连接InternStudio开发机

开发机–》SSH连接–》登录命令复制
电脑端VSCODE–》扩展页面图标–》SSH搜索和安装
电脑端VSCODE–》远程连接图标–》SSH±-》输入框中输入SSH key配置，回车–》默认配置–》连接–》lunix（注意如果本地电脑没有设置私钥，需要粘贴复制SSH连接中的密码到电脑端VSCODE）
电脑端VSCODE–》文件夹–》ROOT

使用Vscode进行Python debug的流程

VSCODE连接远程开发机—>打开远程文件夹—>新建文件python_debug_tutorial.py—>点击断点—》点击VSCode侧边栏的“Run and Debug”（运行和调试）—》然后点击“运行和调试”按钮，或者按F5键----》弹出框中依次选python debugger,仅python文件，—》查看变量，单步执行代码

def add_numbers(a,b,c):sum = 0#这里其实覆盖了python自带的sum方法。sum +=asum +=bsum +=cprint("The sum is ",sum) if __name__ =='__main__':x,y,z = 1,2,3result = add_numbers(x,y,z)#图中代码这里写成1,2,3了print("The result of sum is ",result)

debug面板各按钮功能介绍：1: continue: 继续运行到下一个断点2: step over：跳过，可以理解为运行当前行代码，不进入具体的函数或者方法。3: step into: 进入函数或者方法。如果当行代码存在函数或者方法时，进入代码该函数或者方法。如果当行代码没有函数或者方法，则等价于step over。4: step out：退出函数或者方法, 返回上一层。5: restart：重新启动debug6: stop：终止debug