Python中的pathlib库使用详解
目录
1. pathlib库介绍2. pathlib库下Path类的基本使用2.1 获取文件名2.2 获取文件前缀和后缀2.3 获取文件的文件夹及上一级、上上级文件夹2.4 获取该文件所属的文件夹及其父文件夹2.5 文件绝对路径2.6 获取当前工作目录2.7 获取用户2.8 获取文件详细信息2.9 检查目录或者文件是否存在2.10 检查指定指定路径是否为folder或者file2.11 将相对路径转换为绝对路径2.12 遍历一个目录2.13 获取所有符合pattern的文件2.14 删除文件(非目录)3. pathlib库与os库的对比参考1. pathlib库介绍
相比常用的 os.path
而言,pathlib
对于目录路径的操作更简洁也更贴近 Pythonic(Python代码风格的)。但是它不单纯是为了简化操作,还有更大的用途。
pathlib
是Python内置库,Python 文档给它的定义是:
The pathlib module – object-oriented filesystem paths(面向对象的文件系统路径)
pathlib
提供表示文件系统路径的类,其语义适用于不同的操作系统。
2. pathlib库下Path类的基本使用
2.1 获取文件名
from pathlib import Path # 导入pathlib的Path类 import os path = "/home/leovin/JupyterNotebookFolders/pathlib库的使用.ipynb" p = Path(path) print(f"获取文件名:{p.name}") # 获取文件名:pathlib库的使用.ipynb
2.2 获取文件前缀和后缀
—— .stem
& .suffix
from pathlib import Path import os path = "/home/leovin/JupyterNotebookFolders/pathlib库的使用.ipynb" p = Path(path) print(f"获取前缀:{p.stem}") # 获取前缀:pathlib库的使用 print(f"获取后缀:{p.suffix}") # 获取后缀:.ipynb
2.3 获取文件的文件夹及上一级、上上级文件夹
—— .parent
from pathlib import Path import os path = "/home/leovin/JupyterNotebookFolders/pathlib库的使用.ipynb" p = Path(path) print(f"获取当前文件所属文件夹:{p.parent}") print(f"获取上一级文件夹:{p.parent.parent}") print(f"获取上上一级文件夹:{p.parent.parent.parent}") """ 获取当前文件所属文件夹:/home/leovin/JupyterNotebookFolders 获取上一级文件夹:/home/leovin 获取上上一级文件夹:/home """
Note: 最上级的文件夹是一个/
2.4 获取该文件所属的文件夹及其父文件夹
—— .parents
from pathlib import Path import os path = "/home/leovin/JupyterNotebookFolders/pathlib库的使用.ipynb" p = Path(path) print(f"获取当前文件所属文件夹及其父文件夹:{p.parents}\n") # 遍历 for idx, folder_path in enumerate(p.parents): print(f"No.{idx}: {folder_path}") """ 获取当前文件所属文件夹及其父文件夹:No.0: /home/leovin/JupyterNotebookFolders No.1: /home/leovin No.2: /home No.3: / """
2.5 文件绝对路径
按照/
进行分割 —— .parts
from pathlib import Path import os path = "/home/leovin/JupyterNotebookFolders/pathlib库的使用.ipynb" p = Path(path) print(f"将文件的绝对路径按照`/`进行分割,返回一个tuple:{p.parts}\n") # 遍历 for idx, element in enumerate(p.parts): print(f"No.{idx}: {element}") """ 获取当前文件所属文件夹及其父文件夹:No.0: / No.1: home No.2: leovin No.3: JupyterNotebookFolders No.4: pathlib库的使用.ipynb """
2.6 获取当前工作目录
—— Path.cwd()
from pathlib import Path import os path_1 = Path.cwd() path_2 = os.getcwd() print(f"Path.cwd(): {path_1}") print(f"os.getcwd(): {path_2}") """ Path.cwd(): /home/leovin/JupyterNotebookFolders os.getcwd(): /home/leovin/JupyterNotebookFolders """
2.7 获取用户
home
目录路径 —— Path.home()
系列
from pathlib import Path print(f"获取用户home路径: {Path.home()}") """ 获取用户home路径: /home/leovin """
2.8 获取文件详细信息
—— object.stat()
from pathlib import Path p = Path("/home/leovin/JupyterNotebookFolders/pathlib库的使用.ipynb") print(f"获取文件详细信息: {p.stat()}\n") print(f"获取文件字节大小: {p.stat().st_size}\n") print(f"获取文件创建时间: {p.stat().st_ctime}\n") # c: create print(f"获取文件上次修改时间: {p.stat().st_mtime}\n") # m:: modify """ 获取文件详细信息: os.stat_result(st_mode=33204, st_ino=23860358, st_dev=2052, st_nlink=1, st_uid=1000, st_gid=1000, st_size=12125, st_atime=1653039478, st_mtime=1653039478, st_ctime=1653039478) 获取文件字节大小: 12125 获取文件创建时间: 1653039478.703161 获取文件上次修改时间: 1653039478.703161 """
可以看到,
object.stat().xxx
就是在调用attr
2.9 检查目录或者文件是否存在
—— Path("路径").exists()
from pathlib import Path print(f"目标路径的文件是否存在: {Path("/home/leovin/JupyterNotebookFolders/xxx").exists()}") # False print(f"目标路径的文件是否存在: {Path("/home/leovin/JupyterNotebookFolders").exists()}") # True
2.10 检查指定指定路径是否为folder或者file
—— Path("路径").is_file()
& Path("路径").is_dir()
from pathlib import Path print(f"目标路径是否为文件: {Path("/home/leovin/JupyterNotebookFolders/pathlib库的使用.ipynb").is_file()}") # True print(f"目标路径是否为文件夹: {Path("/home/leovin/JupyterNotebookFolders/").is_dir()}") # True
directory为文件夹
2.11 将相对路径转换为绝对路径
—— Path("路径").resolve()
from pathlib import Path print(f"目标路径是否为文件: {Path("/home/leovin/JupyterNotebookFolders/pathlib库的使用.ipynb").is_file()}") # True print(f"目标路径是否为文件夹: {Path("/home/leovin/JupyterNotebookFolders/").is_dir()}") # True
2.12 遍历一个目录
—— Path("路径").iterdir()
from pathlib import Path path_object = Path("/home/leovin/JupyterNotebookFolders/").iterdir() print(f"path_object: {path_object}") # path_object:# 迭代目录对象 for idx, element in enumerate(path_object): print(f"No.{idx}: {element}") """ path_object: No.0: /home/leovin/JupyterNotebookFolders/temp No.1: /home/leovin/JupyterNotebookFolders/torch.meshgrid().ipynb No.2: /home/leovin/JupyterNotebookFolders/array.argsort().ipynb No.3: /home/leovin/JupyterNotebookFolders/切片....ipynb No.4: /home/leovin/JupyterNotebookFolders/logging信息.log No.5: /home/leovin/JupyterNotebookFolders/Python中类的私有变量、私有方法、静态方法.ipynb No.6: /home/leovin/JupyterNotebookFolders/temp_file.ipynb No.7: /home/leovin/JupyterNotebookFolders/example.log No.8: /home/leovin/JupyterNotebookFolders/Python语法.ipynb No.9: /home/leovin/JupyterNotebookFolders/.ipynb_checkpoints No.10: /home/leovin/JupyterNotebookFolders/craw.data.txt No.11: /home/leovin/JupyterNotebookFolders/test.txt No.12: /home/leovin/JupyterNotebookFolders/logging的学习.ipynb No.13: /home/leovin/JupyterNotebookFolders/Test.ipynb No.14: /home/leovin/JupyterNotebookFolders/算法题 No.15: /home/leovin/JupyterNotebookFolders/functions.ipynb No.16: /home/leovin/JupyterNotebookFolders/mask转0&1.ipynb No.17: /home/leovin/JupyterNotebookFolders/Multi_Task_in_Python.ipynb No.18: /home/leovin/JupyterNotebookFolders/pathlib库的使用.ipynb No.19: /home/leovin/JupyterNotebookFolders/三种激活函数绘制.ipynb """
2.13 获取所有符合pattern的文件
—— Path("路径").glob("folder1/xxx.格式")
from pathlib import Path pattern = "JupyterNotebookFolders/*.ipynb" glob_generator = Path("/home/leovin/").glob(pattern) # 遍历返回的对象 -> 返回的是绝对路径 for idx, element in enumerate(glob_generator): print(f"No.{idx}: {element}") """ No.0: /home/leovin/JupyterNotebookFolders/torch.meshgrid().ipynb No.1: /home/leovin/JupyterNotebookFolders/array.argsort().ipynb No.2: /home/leovin/JupyterNotebookFolders/切片....ipynb No.3: /home/leovin/JupyterNotebookFolders/Python中类的私有变量、私有方法、静态方法.ipynb No.4: /home/leovin/JupyterNotebookFolders/temp_file.ipynb No.5: /home/leovin/JupyterNotebookFolders/Python语法.ipynb No.6: /home/leovin/JupyterNotebookFolders/logging的学习.ipynb No.7: /home/leovin/JupyterNotebookFolders/Test.ipynb No.8: /home/leovin/JupyterNotebookFolders/functions.ipynb No.9: /home/leovin/JupyterNotebookFolders/mask转0&1.ipynb No.10: /home/leovin/JupyterNotebookFolders/Multi_Task_in_Python.ipynb No.11: /home/leovin/JupyterNotebookFolders/pathlib库的使用.ipynb No.12: /home/leovin/JupyterNotebookFolders/三种激活函数绘制.ipynb """
2.14 删除文件(非目录)
—— Path("路径").unlink()
from pathlib import Path # 当前文件夹下的txt文件 for idx, element in enumerate(Path("./").glob("*.txt")): print(f"No.{idx}: {element}") print("-" * 30) """ 删除指定的文件(非目录) 1. 是真的删除而非unlink 2. 如果文件不存在则保存 """ try: Path("./will_be_deleted.txt").unlink() except Exception as e: print(f"删除文件发生错误,原因为: {e}") # 当前文件夹下的txt文件 for idx, element in enumerate(Path("./").glob("*.txt")): print(f"No.{idx}: {element}") """ No.0: will_be_deleted.txt No.1: craw.data.txt No.2: test.txt ------------------------------ No.0: craw.data.txt No.1: test.txt 报错的输出: No.0: craw.data.txt No.1: test.txt ------------------------------ 删除文件发生错误,原因为: [Errno 2] No such file or directory: "will_be_deleted.txt" No.0: craw.data.txt No.1: test.txt """
3. pathlib库与os库的对比
os 库 | pathlib 库 | 描述 | 英文说明 |
---|---|---|---|
os.path.abspath(("文件路径")) | Path("文件路径").resolve() | 将路径转换为绝对路径 | - |
os.chmod() | Path("文件路径").chmod(xxx) | 更改文件权限 | change mode |
os.mkdir(("文件路径")) | Path("文件路径").mkdir() | 新建文件夹 | make directory |
os.rename("文件路径", "xxx") | Path("文件路径").rename("xxx") | 重命名文件/文件夹名称 | - |
os.replace(a, b) | Path("文件路径").replace(a, b) | 替换字符串 | - |
os.rmdir() | Path("文件路径").rmdir() | 删除文件夹(里面必须是空的) | remove directory |
os.remove("文件路径") / os.unlink("文件路径") | Path("文件路径").unlink() | 删除文件(非目录) | - |
os.getcwd() | Path("文件路径").cwd() | 获取当前文件工作目录 | current work directory |
os.path.isdir() | Path("文件路径").is_dir() | 判断当前路径是否为目录 | - |
os.path.isfile() | Path("文件路径").is_file() | 判断当前路径是否为文件 | - |
os.stat() | Path("文件路径").stat() | 返回当前路径的信息 | status |
os.path.isabs() | Path("文件路径").is_absolute() | 判断当前路径是否为绝对路径 | - |
os.path.basename() | Path("文件路径").name | 返回文件/目录的基础名称(不带路径) | - |
os.path.dirname() | Path("文件路径").parent | 返回路径所属文件夹名称 | - |
os.path.samefile() | Path("文件路径").samefile(xxx) | 判断两个文件是否相同 | - |
os.path.splitext("文件路径") | (Path("文件路径").stem, Path("文件路径").suffix) | 将文件名分离,分成前缀和后缀 | stem + suffix |
参考
https://www.jb51.net/article/193402.htm
https://docs.python.org/zh-cn/3/library/pathlib.html?highlight=pathlib#module-pathlib
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