Python中raise和raise from的区别是什么?

try:
    raise ValueError
except Exception as e:
    raise IndexError

的收益率

Traceback (most recent call last):
  File "tmp.py", line 2, in <module>
    raise ValueError
ValueError

During handling of the above exception, another exception occurred:

Traceback (most recent call last):
  File "tmp.py", line 4, in <module>
    raise IndexError
IndexError

and

try:
    raise ValueError
except Exception as e:
    raise IndexError from e

的收益率

Traceback (most recent call last):
  File "tmp.py", line 2, in <module>
    raise ValueError
ValueError

The above exception was the direct cause of the following exception:

Traceback (most recent call last):
  File "tmp.py", line 4, in <module>
    raise IndexError from e
IndexError

当前回答

最简短的回答。PEP-3134说明了一切。raise Exception from e设置新异常的__cause__字段。

这位PEP给出了一个更长的回答:

__context__字段将隐式地设置为内部的原始错误,除了:block,除非被告知不要使用__suppress_context__ = True。 __cause__就像context一样,但必须使用from语法显式设置 当你在except块内调用raise时,Traceback将始终链起。你可以通过以下方法摆脱traceback: a)吞下一个异常except: pass或直接打乱sys.exc_info()。

长话短说

import traceback 
import sys

class CustomError(Exception):
    def __init__(self):
        super().__init__("custom")

def print_exception(func):
    print(f"\n\n\nEXECURTING FUNCTION '{func.__name__}' \n")
    try:
        func()
    except Exception as e:
        "Here is result of our actions:"
        print(f"\tException type:    '{type(e)}'")
        print(f"\tException message: '{e}'")
        print(f"\tException context: '{e.__context__}'")
        print(f"\tContext type:      '{type(e.__context__)}'")
        print(f"\tException cause:   '{e.__cause__}'")
        print(f"\tCause type:         '{type(e.__cause__)}'")
        print("\nTRACEBACKSTART>>>")
        traceback.print_exc()
        print("<<<TRACEBACKEND")


def original_error_emitter():
    x = {}
    print(x.does_not_exist)

def vanilla_catch_swallow():
    """Nothing is expected to happen"""
    try:
        original_error_emitter()
    except Exception as e:
        pass

def vanilla_catch_reraise():
    """Nothing is expected to happen"""
    try:
        original_error_emitter()
    except Exception as e:
        raise e

def catch_replace():
    """Nothing is expected to happen"""
    try:
        original_error_emitter()
    except Exception as e:
        raise CustomError()

def catch_replace_with_from():
    """Nothing is expected to happen"""
    try:
        original_error_emitter()
    except Exception as e:
        raise CustomError() from e

def catch_reset_trace():
    saw_an_error = False
    try:
        original_error_emitter()
    except Exception as e:
        saw_an_error = True
    if saw_an_error:
        raise CustomError()

print("Note: This will print nothing")
print_exception(vanilla_catch_swallow)
print("Note: This will print AttributeError and 1 stack trace")
print_exception(vanilla_catch_reraise)
print("Note: This will print CustomError with no context but 2 stack traces")
print_exception(catch_replace)
print("Note: This will print CustomError with AttributeError context and 2 stack traces")
print_exception(catch_replace_with_from)
print("Note: This will brake traceback chain")
print_exception(catch_reset_trace)

将导致以下输出:

Note: This will print nothing
EXECURTING FUNCTION 'vanilla_catch_swallow' 




Note: This will print AttributeError and 1 stack trace
EXECURTING FUNCTION 'vanilla_catch_reraise' 

        Exception type:    '<class 'AttributeError'>'
        Exception message: ''dict' object has no attribute 'does_not_exist''
        Exception context: 'None'
        Context type:      '<class 'NoneType'>'
        Exception cause:   'None'
        Cause type:         '<class 'NoneType'>'

TRACEBACKSTART>>>
Traceback (most recent call last):
  File "/Users/eugene.selivonchyk/repo/experiments/exceptions.py", line 11, in print_exception
    func()
  File "/Users/eugene.selivonchyk/repo/experiments/exceptions.py", line 41, in vanilla_catch_reraise
    raise e
  File "/Users/eugene.selivonchyk/repo/experiments/exceptions.py", line 39, in vanilla_catch_reraise
    original_error_emitter()
  File "/Users/eugene.selivonchyk/repo/experiments/exceptions.py", line 27, in original_error_emitter
    print(x.does_not_exist)
AttributeError: 'dict' object has no attribute 'does_not_exist'
<<<TRACEBACKEND



Note: This will print CustomError with no context but 2 stack traces
EXECURTING FUNCTION 'catch_replace' 

        Exception type:    '<class '__main__.CustomError'>'
        Exception message: 'custom'
        Exception context: ''dict' object has no attribute 'does_not_exist''
        Context type:      '<class 'AttributeError'>'
        Exception cause:   'None'
        Cause type:         '<class 'NoneType'>'

TRACEBACKSTART>>>
Traceback (most recent call last):
  File "/Users/eugene.selivonchyk/repo/experiments/exceptions.py", line 46, in catch_replace
    original_error_emitter()
  File "/Users/eugene.selivonchyk/repo/experiments/exceptions.py", line 27, in original_error_emitter
    print(x.does_not_exist)
AttributeError: 'dict' object has no attribute 'does_not_exist'

During handling of the above exception, another exception occurred:

Traceback (most recent call last):
  File "/Users/eugene.selivonchyk/repo/experiments/exceptions.py", line 11, in print_exception
    func()
  File "/Users/eugene.selivonchyk/repo/experiments/exceptions.py", line 48, in catch_replace
    raise CustomError()
CustomError: custom
<<<TRACEBACKEND



Note: This will print CustomError with AttributeError context and 2 stack traces
EXECURTING FUNCTION 'catch_replace_with_from' 

        Exception type:    '<class '__main__.CustomError'>'
        Exception message: 'custom'
        Exception context: ''dict' object has no attribute 'does_not_exist''
        Context type:      '<class 'AttributeError'>'
        Exception cause:   ''dict' object has no attribute 'does_not_exist''
        Cause type:         '<class 'AttributeError'>'

TRACEBACKSTART>>>
Traceback (most recent call last):
  File "/Users/eugene.selivonchyk/repo/experiments/exceptions.py", line 53, in catch_replace_with_from
    original_error_emitter()
  File "/Users/eugene.selivonchyk/repo/experiments/exceptions.py", line 27, in original_error_emitter
    print(x.does_not_exist)
AttributeError: 'dict' object has no attribute 'does_not_exist'

The above exception was the direct cause of the following exception:

Traceback (most recent call last):
  File "/Users/eugene.selivonchyk/repo/experiments/exceptions.py", line 11, in print_exception
    func()
  File "/Users/eugene.selivonchyk/repo/experiments/exceptions.py", line 55, in catch_replace_with_from
    raise CustomError() from e
CustomError: custom
<<<TRACEBACKEND



Note: This will brake traceback chain
EXECURTING FUNCTION 'catch_reset_trace' 

        Exception type:    '<class '__main__.CustomError'>'
        Exception message: 'custom'
        Exception context: 'None'
        Context type:      '<class 'NoneType'>'
        Exception cause:   'None'
        Cause type:         '<class 'NoneType'>'

TRACEBACKSTART>>>
Traceback (most recent call last):
  File "/Users/eugene.selivonchyk/repo/experiments/exceptions.py", line 11, in print_exception
    func()
  File "/Users/eugene.selivonchyk/repo/experiments/exceptions.py", line 64, in catch_reset_trace
    raise CustomError()
CustomError: custom
<<<TRACEBACKEND

其他回答

不同之处在于,当你使用from时,__cause__属性被设置,并且消息声明异常是由。如果省略了from,则不会设置__cause__,但也可以设置__context__属性,然后回溯将显示处理其他事件时的上下文。

如果在异常处理程序中使用raise,则会设置__context__;如果你在其他任何地方使用raise,也没有设置__context__。

如果设置了__cause__,则还会在异常上设置__suppress_context__ = True标志;当__suppress_context__设置为True时,打印回溯时将忽略__context__。

当从一个异常处理程序引发时,你不想显示上下文(不想在处理另一个异常发生的消息期间),然后使用raise…从None设置__suppress_context__为True。

换句话说,Python为异常设置了上下文,这样您就可以自省异常是在哪里引发的,让您查看是否有另一个异常被它替换了。您还可以向异常添加原因,使关于其他异常的回溯显式(使用不同的措辞),并且忽略上下文(但在调试时仍然可以自省)。使用raise…from None允许您抑制正在打印的上下文。

请参阅raise语句文档:

The from clause is used for exception chaining: if given, the second expression must be another exception class or instance, which will then be attached to the raised exception as the __cause__ attribute (which is writable). If the raised exception is not handled, both exceptions will be printed: >>> try: ... print(1 / 0) ... except Exception as exc: ... raise RuntimeError("Something bad happened") from exc ... Traceback (most recent call last): File "<stdin>", line 2, in <module> ZeroDivisionError: int division or modulo by zero The above exception was the direct cause of the following exception: Traceback (most recent call last): File "<stdin>", line 4, in <module> RuntimeError: Something bad happened A similar mechanism works implicitly if an exception is raised inside an exception handler or a finally clause: the previous exception is then attached as the new exception’s __context__ attribute: >>> try: ... print(1 / 0) ... except: ... raise RuntimeError("Something bad happened") ... Traceback (most recent call last): File "<stdin>", line 2, in <module> ZeroDivisionError: int division or modulo by zero During handling of the above exception, another exception occurred: Traceback (most recent call last): File "<stdin>", line 4, in <module> RuntimeError: Something bad happened

也请参阅内置异常文档,以获得异常附加的上下文和原因信息的详细信息。

PEP 3134,异常链接和嵌入式回溯引入了异常链接(隐式链接与显式抛出Exception或隐式抛出,以及显式链接与显式抛出Exception from CAUSE)。下面是相关段落来理解它们的用法:

Motivation During the handling of one exception (exception A), it is possible that another exception (exception B) may occur. In today’s Python (version 2.4), if this happens, exception B is propagated outward and exception A is lost. In order to debug the problem, it is useful to know about both exceptions. The __context__ attribute retains this information automatically. Sometimes it can be useful for an exception handler to intentionally re-raise an exception, either to provide extra information or to translate an exception to another type. The __cause__ attribute provides an explicit way to record the direct cause of an exception. […] Implicit Exception Chaining Here is an example to illustrate the __context__ attribute: def compute(a, b): try: a/b except Exception, exc: log(exc) def log(exc): file = open('logfile.txt') # oops, forgot the 'w' print >>file, exc file.close() Calling compute(0, 0) causes a ZeroDivisionError. The compute() function catches this exception and calls log(exc), but the log() function also raises an exception when it tries to write to a file that wasn’t opened for writing. In today’s Python, the caller of compute() gets thrown an IOError. The ZeroDivisionError is lost. With the proposed change, the instance of IOError has an additional __context__ attribute that retains the ZeroDivisionError. […] Explicit Exception Chaining The __cause__ attribute on exception objects is always initialized to None. It is set by a new form of the raise statement: raise EXCEPTION from CAUSE which is equivalent to: exc = EXCEPTION exc.__cause__ = CAUSE raise exc In the following example, a database provides implementations for a few different kinds of storage, with file storage as one kind. The database designer wants errors to propagate as DatabaseError objects so that the client doesn’t have to be aware of the storage-specific details, but doesn’t want to lose the underlying error information. class DatabaseError(Exception): pass class FileDatabase(Database): def __init__(self, filename): try: self.file = open(filename) except IOError, exc: raise DatabaseError('failed to open') from exc If the call to open() raises an exception, the problem will be reported as a DatabaseError, with a __cause__ attribute that reveals the IOError as the original cause. Enhanced Reporting The default exception handler will be modified to report chained exceptions. The chain of exceptions is traversed by following the __cause__ and __context__ attributes, with __cause__ taking priority. In keeping with the chronological order of tracebacks, the most recently raised exception is displayed last; that is, the display begins with the description of the innermost exception and backs up the chain to the outermost exception. The tracebacks are formatted as usual, with one of the lines: The above exception was the direct cause of the following exception: or During handling of the above exception, another exception occurred: between tracebacks, depending whether they are linked by __cause__ or __context__ respectively. Here is a sketch of the procedure: def print_chain(exc): if exc.__cause__: print_chain(exc.__cause__) print '\nThe above exception was the direct cause...' elif exc.__context__: print_chain(exc.__context__) print '\nDuring handling of the above exception, ...' print_exc(exc) […]

PEP 415,使用异常属性实现上下文抑制,然后引入了异常上下文的抑制(显式地从None引发Exception)。下面是相关段落来理解它的用法:

Proposal A new attribute on BaseException, __suppress_context__, will be introduced. Whenever __cause__ is set, __suppress_context__ will be set to True. In particular, raise exc from cause syntax will set exc.__suppress_context__ to True. Exception printing code will check for that attribute to determine whether context and cause will be printed. __cause__ will return to its original purpose and values. There is precedence for __suppress_context__ with the print_line_and_file exception attribute. To summarize, raise exc from cause will be equivalent to: exc.__cause__ = cause raise exc where exc.__cause__ = cause implicitly sets exc.__suppress_context__.

因此,在PEP 415中,PEP 3134中给出的程序草图变成如下:

def print_chain(exc):
    if exc.__cause__:
        print_chain(exc.__cause__)
        print '\nThe above exception was the direct cause...'
    elif exc.__context__ and not exc.__suppress_context__:
        print_chain(exc.__context__)
        print '\nDuring handling of the above exception, ...'
    print_exc(exc)

最简短的回答。PEP-3134说明了一切。raise Exception from e设置新异常的__cause__字段。

这位PEP给出了一个更长的回答:

__context__字段将隐式地设置为内部的原始错误,除了:block,除非被告知不要使用__suppress_context__ = True。 __cause__就像context一样,但必须使用from语法显式设置 当你在except块内调用raise时,Traceback将始终链起。你可以通过以下方法摆脱traceback: a)吞下一个异常except: pass或直接打乱sys.exc_info()。

长话短说

import traceback 
import sys

class CustomError(Exception):
    def __init__(self):
        super().__init__("custom")

def print_exception(func):
    print(f"\n\n\nEXECURTING FUNCTION '{func.__name__}' \n")
    try:
        func()
    except Exception as e:
        "Here is result of our actions:"
        print(f"\tException type:    '{type(e)}'")
        print(f"\tException message: '{e}'")
        print(f"\tException context: '{e.__context__}'")
        print(f"\tContext type:      '{type(e.__context__)}'")
        print(f"\tException cause:   '{e.__cause__}'")
        print(f"\tCause type:         '{type(e.__cause__)}'")
        print("\nTRACEBACKSTART>>>")
        traceback.print_exc()
        print("<<<TRACEBACKEND")


def original_error_emitter():
    x = {}
    print(x.does_not_exist)

def vanilla_catch_swallow():
    """Nothing is expected to happen"""
    try:
        original_error_emitter()
    except Exception as e:
        pass

def vanilla_catch_reraise():
    """Nothing is expected to happen"""
    try:
        original_error_emitter()
    except Exception as e:
        raise e

def catch_replace():
    """Nothing is expected to happen"""
    try:
        original_error_emitter()
    except Exception as e:
        raise CustomError()

def catch_replace_with_from():
    """Nothing is expected to happen"""
    try:
        original_error_emitter()
    except Exception as e:
        raise CustomError() from e

def catch_reset_trace():
    saw_an_error = False
    try:
        original_error_emitter()
    except Exception as e:
        saw_an_error = True
    if saw_an_error:
        raise CustomError()

print("Note: This will print nothing")
print_exception(vanilla_catch_swallow)
print("Note: This will print AttributeError and 1 stack trace")
print_exception(vanilla_catch_reraise)
print("Note: This will print CustomError with no context but 2 stack traces")
print_exception(catch_replace)
print("Note: This will print CustomError with AttributeError context and 2 stack traces")
print_exception(catch_replace_with_from)
print("Note: This will brake traceback chain")
print_exception(catch_reset_trace)

将导致以下输出:

Note: This will print nothing
EXECURTING FUNCTION 'vanilla_catch_swallow' 




Note: This will print AttributeError and 1 stack trace
EXECURTING FUNCTION 'vanilla_catch_reraise' 

        Exception type:    '<class 'AttributeError'>'
        Exception message: ''dict' object has no attribute 'does_not_exist''
        Exception context: 'None'
        Context type:      '<class 'NoneType'>'
        Exception cause:   'None'
        Cause type:         '<class 'NoneType'>'

TRACEBACKSTART>>>
Traceback (most recent call last):
  File "/Users/eugene.selivonchyk/repo/experiments/exceptions.py", line 11, in print_exception
    func()
  File "/Users/eugene.selivonchyk/repo/experiments/exceptions.py", line 41, in vanilla_catch_reraise
    raise e
  File "/Users/eugene.selivonchyk/repo/experiments/exceptions.py", line 39, in vanilla_catch_reraise
    original_error_emitter()
  File "/Users/eugene.selivonchyk/repo/experiments/exceptions.py", line 27, in original_error_emitter
    print(x.does_not_exist)
AttributeError: 'dict' object has no attribute 'does_not_exist'
<<<TRACEBACKEND



Note: This will print CustomError with no context but 2 stack traces
EXECURTING FUNCTION 'catch_replace' 

        Exception type:    '<class '__main__.CustomError'>'
        Exception message: 'custom'
        Exception context: ''dict' object has no attribute 'does_not_exist''
        Context type:      '<class 'AttributeError'>'
        Exception cause:   'None'
        Cause type:         '<class 'NoneType'>'

TRACEBACKSTART>>>
Traceback (most recent call last):
  File "/Users/eugene.selivonchyk/repo/experiments/exceptions.py", line 46, in catch_replace
    original_error_emitter()
  File "/Users/eugene.selivonchyk/repo/experiments/exceptions.py", line 27, in original_error_emitter
    print(x.does_not_exist)
AttributeError: 'dict' object has no attribute 'does_not_exist'

During handling of the above exception, another exception occurred:

Traceback (most recent call last):
  File "/Users/eugene.selivonchyk/repo/experiments/exceptions.py", line 11, in print_exception
    func()
  File "/Users/eugene.selivonchyk/repo/experiments/exceptions.py", line 48, in catch_replace
    raise CustomError()
CustomError: custom
<<<TRACEBACKEND



Note: This will print CustomError with AttributeError context and 2 stack traces
EXECURTING FUNCTION 'catch_replace_with_from' 

        Exception type:    '<class '__main__.CustomError'>'
        Exception message: 'custom'
        Exception context: ''dict' object has no attribute 'does_not_exist''
        Context type:      '<class 'AttributeError'>'
        Exception cause:   ''dict' object has no attribute 'does_not_exist''
        Cause type:         '<class 'AttributeError'>'

TRACEBACKSTART>>>
Traceback (most recent call last):
  File "/Users/eugene.selivonchyk/repo/experiments/exceptions.py", line 53, in catch_replace_with_from
    original_error_emitter()
  File "/Users/eugene.selivonchyk/repo/experiments/exceptions.py", line 27, in original_error_emitter
    print(x.does_not_exist)
AttributeError: 'dict' object has no attribute 'does_not_exist'

The above exception was the direct cause of the following exception:

Traceback (most recent call last):
  File "/Users/eugene.selivonchyk/repo/experiments/exceptions.py", line 11, in print_exception
    func()
  File "/Users/eugene.selivonchyk/repo/experiments/exceptions.py", line 55, in catch_replace_with_from
    raise CustomError() from e
CustomError: custom
<<<TRACEBACKEND



Note: This will brake traceback chain
EXECURTING FUNCTION 'catch_reset_trace' 

        Exception type:    '<class '__main__.CustomError'>'
        Exception message: 'custom'
        Exception context: 'None'
        Context type:      '<class 'NoneType'>'
        Exception cause:   'None'
        Cause type:         '<class 'NoneType'>'

TRACEBACKSTART>>>
Traceback (most recent call last):
  File "/Users/eugene.selivonchyk/repo/experiments/exceptions.py", line 11, in print_exception
    func()
  File "/Users/eugene.selivonchyk/repo/experiments/exceptions.py", line 64, in catch_reset_trace
    raise CustomError()
CustomError: custom
<<<TRACEBACKEND