如何在Python中将字符串转换为布尔值?这个尝试返回True:
>>> bool("False")
True
如何在Python中将字符串转换为布尔值?这个尝试返回True:
>>> bool("False")
True
当前回答
def str2bool(v):
return v.lower() in ("yes", "true", "t", "1")
然后像这样称呼它:
>>> str2bool("yes")
True
>>> str2bool("no")
False
>>> str2bool("stuff")
False
>>> str2bool("1")
True
>>> str2bool("0")
False
显式处理true和false:
您还可以使函数显式地检查True单词列表和False单词列表。然后,如果它不在两个列表中,则可以抛出异常。
其他回答
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如果你知道字符串将是“True”或“False”,你可以使用eval(s)。
>>> eval("True")
True
>>> eval("False")
False
不过,只有在确定字符串的内容时才使用此方法,因为如果字符串不包含有效的Python,它将抛出异常,并且还将执行字符串中包含的代码。
转换为bool类型的通常规则是,一些特殊的字面量(False, 0, 0.0,(),[],{})为假,然后其他的都为真,所以我推荐如下:
def boolify(val):
if (isinstance(val, basestring) and bool(val)):
return not val in ('False', '0', '0.0')
else:
return bool(val)
在有限的情况或情况下,您可以对正在处理的数据做出强有力的假设。然而,由于自定义对象可以覆盖Python中的__eq__相等性检查,因此存在一个重要的陷阱。看看下面这个刻意简化的玩具例子:
In [1]: class MyString:
...: def __init__(self, value):
...: self.value = value
...: def __eq__ (self, obj):
...: if hasattr(obj, 'value'):
...: return obj.value == self.value
...: return False
...:
In [2]: v = MyString("True")
In [3]: v == "True"
Out[3]: False
如果你想象有人继承了MyString的字符串类型,或者实现了各种原生字符串方法,repr等,这样MyString实例的行为就和字符串完全一样,但是在相等性检查中有特殊的额外值步骤,那么简单地使用== 'True'将会失败,而且从用户的角度来看,这很可能是一个无声的失败。
这就是为什么将type强制转换为您想要执行的相等性检查的确切性质,将其封装到一个helper函数中,并对依赖这种“已注册”的方式进行验证是一种很好的实践。例如,在MyString中,你可以这样写,
def validate(s):
if isinstance(s, str):
return s == 'True'
elif isinstance(s, MyString):
return s.value == 'True' # <-- business logic
...
raise ValueError(f"Type {type(s)} not supported for validation.")
或者另一种常用的模式是反向透视图,其中您只为验证定义了一种行为,但是您有一个helper函数,它将强制转换为适合于该单一验证行为的类型,例如
def to_str(s):
if isinstance(s, str):
return s
elif isinstance(s, MyString):
return s.value
...
raise ValueError(f"Unsupported type {type(s)}")
def validate(s):
return to_str(s) == 'True'
It might look like we're adding a lot of boilerplate and verbosity. We could glibly express critique by saying, "why write all that if you can just write s == 'True'?" - But it misses the point that when you are validating something, you need to make sure all of your preconditions hold for the validation logic to be applied. If you can assume some data is a plain str type and you don't need to do any of that precondition (such as type) checking, great - but that's a very rare situation and it can be misleading to characterize the general situation for this question as being amenable to one super short and concise equality check.
我喜欢使用三元运算符,因为它对于不应该超过一行的东西来说更简洁一些。
True if my_string=="True" else False
def str2bool(str):
if isinstance(str, basestring) and str.lower() in ['0','false','no']:
return False
else:
return bool(str)
想法:检查你是否希望字符串被计算为False;否则bool()对于任何非空字符串返回True。