第1章 概念
- 错误
- 语法错误:代码不符合解释器或编译器的语法
- 逻辑错误:不完整或不合法的输入或者计算出现问题
- 异常:代码执行过程中,出现问题导致程序无法执行
- 程序遇到逻辑或算法问题
- 运行过程中计算机错误(内存不够或IO错误)
- 区别与联系
- 错误:代码运行前的语法或逻辑错误
- 异常:
异常产生:代码执行中,解释器认为是异常,抛出异常
异常处理:截获异常并
处理,否则程序会终止执行
第2章 常见错误和异常
- Python标准异常
名称 | 描述 |
---|---|
Exception | 常规错误的基类 |
BaseException | 所有异常的基类 |
NameError | 未定义变量、初始化对象 (没有属性) |
ValueError | 传入了无效的参数 |
TypeError | 无效的操作类型 |
AttributeError | 对象没有这个属性 |
SyntaxError | Python语法错误 |
ImportError | 导入模块/对象失败 |
IndexError | 序列中没有此索引(index) |
KeyError | 映射中没有这个键 |
Warning | 警告的基类 |
ZeroDivisionError | 除零错误 |
FloatingPointError | 浮点计算错误 |
OverflowError | 数值运算超出最大限制 |
TabError | Tab 和空格混用 |
IndentationError | 缩进错误 |
FileNotFoundError | 文件不存在 |
KeyboardInterrupt | 用户中断执行(通常是输入^C) |
- 示例
In [1]: a
---------------------------------------------------------------------------
NameError Traceback (most recent call last)
<ipython-input-1-3f786850e387> in <module>()
----> 1 a
NameError: name 'a' is not defined
In [2]: if a
File "<ipython-input-2-95806c26c887>", line 1
if a
^
SyntaxError: invalid syntax
In [3]: if a:
...: print(a)
---------------------------------------------------------------------------
NameError Traceback (most recent call last)
<ipython-input-3-7856809510fb> in <module>()
----> 1 if a:
2 print(a)
3
NameError: name 'a' is not defined
In [6]: a = int('a10')
---------------------------------------------------------------------------
ValueError Traceback (most recent call last)
<ipython-input-6-5b6f560ee82d> in <module>()
----> 1 a = int('a10')
ValueError: invalid literal for int() with base 10: 'a10'
In [5]: 10/0
---------------------------------------------------------------------------
ZeroDivisionError Traceback (most recent call last)
<ipython-input-5-e574edb36883> in <module>()
----> 1 10/0
ZeroDivisionError: division by zero
In [4]: f = open('test.txt')
---------------------------------------------------------------------------
FileNotFoundError Traceback (most recent call last)
<ipython-input-4-9426bf859622> in <module>()
----> 1 f = open('test.txt')
FileNotFoundError: [Errno 2] No such file or directory: 'test.txt'
第3章 try...except
- 语法
try:
try_suite
except Exception as e:
except_suite
-
try
和except
:语法关键字,是必须的 -
try_suite
:需要处理的代码 -
except_suite
:捕获异常后的处理逻辑 -
exception as e
:设置异常的类,并将异常保存到变量e
中
- 执行过程
- try用来捕获try_suite中的异常,并将异常传给except进行处理;
- except用来处理异常,若捕获的异常与设置的异常一致,使用except_suite进行处理异常;若不一致,则会将捕获的异常传给Python解释器进行处理;
- 需要处理多个异常时,增加多个
except
语句即可
- 只能捕获代码运行过程中的错误
- case-1:try...except捕获到一个异常
try:
a
except BaseException:
print('Catch an Error')
Catch an Error
- case-2:try...except没有捕获到异常,而是由Python解释器抛出的异常
try:
if a
except BaseException:
print('Catch an Error')
File "<ipython-input-2-a622bb3e387c>", line 2
if a
^
SyntaxError: invalid syntax
- 说明:Python代码执行时,由Python解释器将 .py 文件转换成二进制的字节码文件,转换过程中,若代码存在语法错误,则直接会抛出异常,实际上代码还没有开始运行。
- 出现的异常与设置的异常不一致时,不会被捕获,但会被Python解释器抛出
- case-1:try...except捕获到一个异常
try:
a
except NameError as e:
print('Catch an Error : ' + str(e))
Catch an Error : name 'a' is not defined
- case-2:try...except捕获不到异常,Python解释器抛出异常,并停止代码运行
try:
a
except IOError as e:
print('Catch an Error : ' + str(e))
---------------------------------------------------------------------------
NameError Traceback (most recent call last)
<ipython-input-6-b89d2b7d14a3> in <module>()
1 try:
----> 2 a
3 except IOError as e:
4 print('Catch an Error : ' + str(e))
NameError: name 'a' is not defined
- 示例:猜数字游戏
- 开始游戏,产生一个1~100之间的随机数
- 用户输入,游戏根据输入值提示大或者小
- 用户根据提示,继续输入,直到猜对为止
- 如果用户输入错误值,程序可以处理异常
- 使用try...except对输入格式进行保护,确保错误输入时,程序也可以继续进行,增强代码的健壮性
import random
number = random.randint(0, 100)
while True:
try:
guess = int(input('Enter 1~100 :')) # 输入错误时,提醒用户,而非直接终止程序
except ValueError as e:
print('Please enter 1~100 !')
continue
if guess > number:
print('Guess Bigger', guess)
elif guess < number:
print('Guess Smaller', guess)
else:
print('Guess OK! Game over')
break
print('\n')
Enter 1~100 :50
Guess Bigger 50
Enter 1~100 :30
Guess Smaller 30
Enter 1~100 :40d
Please enter 1~100 !
Enter 1~100 :40
Guess Bigger 40
Enter 1~100 :35
Guess Bigger 35
Enter 1~100 :33
Guess OK! Game over
- try...except...else语句:如果没有异常时,执行else后的代码
try:
x
except Exception as e:
print('Catch an Error : ' + str(e))
else:
print('No Error')
Catch an Error : name 'x' is not defined
x = 0
try:
x
except Exception as e:
print('Catch an Error : ' + str(e))
else:
print('No Error')
No Error
第4章 try...finally
- 语法
try:
try_suite
finally:
do_finally
-
try
和finally
:语法关键字,是必须的 -
try_suite
:需要处理的代码 -
do_finally
:清理保护工作(不处理异常)
- 执行过程
- 如果try没有捕获到异常,继续执行do_finally代码;
- 如果try捕获到异常,仍然继续执行do_finally代码,最后会将捕获的异常传给Python解释器进行处理。
try:
f = open('test.txt','r')
number = int(f.read())
finally:
f.close()
print('File is closed')
File is closed
---------------------------------------------------------------------------
FileNotFoundError Traceback (most recent call last)
<ipython-input-7-174bacfa803b> in <module>()
1 try:
----> 2 f = open('test.txt','r')
3 number = int(f.read())
4 finally:
5 f.close()
FileNotFoundError: [Errno 2] No such file or directory: 'test.txt'
- 作用
- 无论try...finally语句是否捕捉到异常,都会执行finally代码;
- 作用:为异常处理事件提供清理机制,用来关闭文件或释放系统资源。
第5章 try...except...else...finally
- try...except...finally
- 如果try语句没有捕获异常,执行完try代码后,执行finally代码;
- 如果try语句捕获到异常,首先执行except语句处理错误,再执行finally代码;
- case-1:try语句捕获到ValueError错误、文件被关闭
try:
f = open('test.txt')
number = int(f.read())
except ValueError as e:
print('Catch an Error : ' + str(e))
except IOError as e:
print('Catch an Error : ' + str(e))
finally:
print('File will be closed')
f.close()
Catch an Error : invalid literal for int() with base 10: 'x123'
File will be closed
- case-2:try语句捕获到错误,执行finally时,被解释器抛出另一个错误,是因为test---1文件不存在,即f没有并定义。
try:
f = open('test---1.txt')
number = int(f.read())
except ValueError as e:
print('Catch an Error : ' + str(e))
except IOError as e:
print('Catch an Error : ' + str(e))
finally:
print('File will be closed')
f.close()
Catch an Error : [Errno 2] No such file or directory: 'test1.txt'
File will be closed
---------------------------------------------------------------------------
NameError Traceback (most recent call last)
<ipython-input-1-215addff53c9> in <module>()
8 finally:
9 print('File will be closed')
---> 10 f.close()
NameError: name 'f' is not defined
- case-3:为finally增加try...except异常处理,保护f.close(),避免发生异常
try:
f = open('test1.txt')
number = int(f.read())
except ValueError as e:
print('Catch an Error : ' + str(e))
except IOError as e:
print('Catch an Error : ' + str(e))
finally:
try:
print('File will be closed')
f.close()
except NameError as e:
print('Catch another Error : ' + str(e))
Catch an Error : [Errno 2] No such file or directory: 'test1.txt'
File will be closed
Catch another Error : name 'f' is not defined
- try...except...else...finally
- 如果try语句没有捕获到异常,执行完try代码后,执行else代码,最后执行finally代码
- 如果try语句捕获到异常,首先执行except语句处理异常,然后再执行finally代码
- try语句捕获到异常,except语句处理后,没有执行else语句,直接执行了finally语句
try:
f = open('test.txt')
number = int(f.read())
except ValueError as e:
print('Catch an Error : ' + str(e))
except IOError as e:
print('Catch an Error : ' + str(e))
else:
print('No Error')
finally:
print('File will be closed')
f.close()
Catch an Error : invalid literal for int() with base 10: 'x123'
File will be closed
- try语句没有捕获到异常,会依次执行else语句和finally语句
try:
f = open('test.txt')
number = int(f.read())
except ValueError as e:
print('Catch an Error : ' + str(e))
except IOError as e:
print('Catch an Error : ' + str(e))
else:
print('No Error')
finally:
print('File will be closed')
f.close()
No Error
File will be closed
第6章 标准和自定义异常
- raise语句
- 作用:用于主动抛出异常
- 语法格式:
raise [exception [(args)]]
- exception:异常的类
- args:描述异常信息的字符串元组
- 示例
In [1]: raise ValueError ('test is not defined')
---------------------------------------------------------------------------
ValueError Traceback (most recent call last)
<ipython-input-9-3e52ef4eb7b2> in <module>()
----> 1 raise ValueError ('test name is not defined')
ValueError: test name is not defined
- assert语句
- 作用:是断言语句,用于检查表达式是否为真,如果为假会引发
AssertionError
错误,并抛出 - 语法格式:
assert expression [, args]
- expression:表达式内容
- args:判断条件的字符串描述信息
- 应用场景:函数或类中的方法,对参数格式有严格的定义时,可以使用assert对传入的参数进行断言判断
- 示例
In [2]: assert 0, 'test 0 is False'
---------------------------------------------------------------------------
AssertionError Traceback (most recent call last)
<ipython-input-14-0c60f121c0f6> in <module>()
----> 1 assert 0, 'test 0 is False'
AssertionError: test 0 is False
-
标准异常
标准异常:Python内建的异常,程序执行前就已经存在
- 自定义异常
- Python允许自定义异常,用于描述Python中没有涉及的异常情况
- 自定义异常必须继承Exception类
- 自定义异常,只能主动触发
- 简单demo
In [13]: class FileError(IOError):
...: pass
...:
In [14]: raise FileError ('test customize error')
---------------------------------------------------------------------------
FileError Traceback (most recent call last)
<ipython-input-17-b91b6d033ece> in <module>()
----> 1 raise FileError ('test customize error')
- 示例
# 自定义错误异常
In [15]: class CustomizeError(Exception): # 自定义的错误类继承于Exception基类
...: def __init__(self, customize_error_info): # 初始化实例。传入了一个参数:用户自定义错误的信息
...: Exception.__init__(self) # 初始化了Exception类,
...: self.system_error_info = customize_error_info # 把用户自定义的错误信息传入
...:
...: def __str__(self): # 支撑print打印语句的方法
...: return "Customize_error %s" % self.system_error_info # 打印自定义错误的信息
...:
# 调用自定义的错误异常,并使用try...except进行异常处理
In [16]: try:
...: raise CustomizeError ('test_customeize_error')
...: except CustomizeError as e:
...: print("Error_info : %s" % str(e))
...:
Error_info : Customize_error test_customeize_error