Does anyone know how to do convert from a string to a boolean in Python? I found this link. But it doesn’t look like a proper way to do it. I.e. using built-in functionality, etc.
The reason I’m asking this is because I learned about int("string") from here. But when trying bool("string") it always returns True:
You could also make your function explicitly check against a True list of words and a False list of words. Then if it is in neither list, you could throw an exception.
Starting with Python 2.6, there is now ast.literal_eval:
>>> import ast
>>> help(ast.literal_eval)
Help on function literal_eval in module ast:
literal_eval(node_or_string)
Safely evaluate an expression node or a string containing a Python
expression. The string or node provided may only consist of the following
Python literal structures: strings, numbers, tuples, lists, dicts, booleans,
and None.
Which seems to work, as long as you’re sure your strings are going to be either "True" or "False":
>>> ast.literal_eval("True")
True
>>> ast.literal_eval("False")
False
>>> ast.literal_eval("F")
Traceback (most recent call last):
File "", line 1, in
File "/opt/Python-2.6.1/lib/python2.6/ast.py", line 68, in literal_eval
return _convert(node_or_string)
File "/opt/Python-2.6.1/lib/python2.6/ast.py", line 67, in _convert
raise ValueError('malformed string')
ValueError: malformed string
>>> ast.literal_eval("'False'")
'False'
I wouldn’t normally recommend this, but it is completely built-in and could be the right thing depending on your requirements.
If you know the string will be either "True" or "False", you could just use eval(s).
>>> eval("True")
True
>>> eval("False")
False
Only use this if you are sure of the contents of the string though, as it will throw an exception if the string does not contain valid Python, and will also execute code contained in the string.
回答 6
此版本保留了int(value)等构造函数的语义,并提供了一种定义可接受的字符串值的简便方法。
def to_bool(value):
valid ={'true':True,'t':True,'1':True,'false':False,'f':False,'0':False,}if isinstance(value, bool):return value
ifnot isinstance(value, basestring):raiseValueError('invalid literal for boolean. Not a string.')
lower_value = value.lower()if lower_value in valid:return valid[lower_value]else:raiseValueError('invalid literal for boolean: "%s"'% value)# Test casesassert to_bool('true'),'"true" is True'assert to_bool('True'),'"True" is True'assert to_bool('TRue'),'"TRue" is True'assert to_bool('TRUE'),'"TRUE" is True'assert to_bool('T'),'"T" is True'assert to_bool('t'),'"t" is True'assert to_bool('1'),'"1" is True'assert to_bool(True),'True is True'assert to_bool(u'true'),'unicode "true" is True'assert to_bool('false')isFalse,'"false" is False'assert to_bool('False')isFalse,'"False" is False'assert to_bool('FAlse')isFalse,'"FAlse" is False'assert to_bool('FALSE')isFalse,'"FALSE" is False'assert to_bool('F')isFalse,'"F" is False'assert to_bool('f')isFalse,'"f" is False'assert to_bool('0')isFalse,'"0" is False'assert to_bool(False)isFalse,'False is False'assert to_bool(u'false')isFalse,'unicode "false" is False'# Expect ValueError to be raised for invalid parameter...try:
to_bool('')
to_bool(12)
to_bool([])
to_bool('yes')
to_bool('FOObar')exceptValueError, e:pass
This version keeps the semantics of constructors like int(value) and provides an easy way to define acceptable string values.
def to_bool(value):
valid = {'true': True, 't': True, '1': True,
'false': False, 'f': False, '0': False,
}
if isinstance(value, bool):
return value
if not isinstance(value, basestring):
raise ValueError('invalid literal for boolean. Not a string.')
lower_value = value.lower()
if lower_value in valid:
return valid[lower_value]
else:
raise ValueError('invalid literal for boolean: "%s"' % value)
# Test cases
assert to_bool('true'), '"true" is True'
assert to_bool('True'), '"True" is True'
assert to_bool('TRue'), '"TRue" is True'
assert to_bool('TRUE'), '"TRUE" is True'
assert to_bool('T'), '"T" is True'
assert to_bool('t'), '"t" is True'
assert to_bool('1'), '"1" is True'
assert to_bool(True), 'True is True'
assert to_bool(u'true'), 'unicode "true" is True'
assert to_bool('false') is False, '"false" is False'
assert to_bool('False') is False, '"False" is False'
assert to_bool('FAlse') is False, '"FAlse" is False'
assert to_bool('FALSE') is False, '"FALSE" is False'
assert to_bool('F') is False, '"F" is False'
assert to_bool('f') is False, '"f" is False'
assert to_bool('0') is False, '"0" is False'
assert to_bool(False) is False, 'False is False'
assert to_bool(u'false') is False, 'unicode "false" is False'
# Expect ValueError to be raised for invalid parameter...
try:
to_bool('')
to_bool(12)
to_bool([])
to_bool('yes')
to_bool('FOObar')
except ValueError, e:
pass
def to_bool(value):"""
Converts 'something' to boolean. Raises exception for invalid formats
Possible True values: 1, True, "1", "TRue", "yes", "y", "t"
Possible False values: 0, False, None, [], {}, "", "0", "faLse", "no", "n", "f", 0.0, ...
"""if str(value).lower()in("yes","y","true","t","1"):returnTrueif str(value).lower()in("no","n","false","f","0","0.0","","none","[]","{}"):returnFalseraiseException('Invalid value for boolean conversion: '+ str(value))
样品运行:
>>> to_bool(True)True>>> to_bool("tRUe")True>>> to_bool("1")True>>> to_bool(1)True>>> to_bool(2)Traceback(most recent call last):File"<stdin>", line 1,in<module>File"<stdin>", line 9,in to_bool
Exception:Invalid value for boolean conversion:2>>> to_bool([])False>>> to_bool({})False>>> to_bool(None)False>>> to_bool("Wasssaaaaa")Traceback(most recent call last):File"<stdin>", line 1,in<module>File"<stdin>", line 9,in to_bool
Exception:Invalid value for boolean conversion:Wasssaaaaa>>>
Here’s is my version. It checks against both positive and negative values lists, raising an exception for unknown values. And it does not receive a string, but any type should do.
def to_bool(value):
"""
Converts 'something' to boolean. Raises exception for invalid formats
Possible True values: 1, True, "1", "TRue", "yes", "y", "t"
Possible False values: 0, False, None, [], {}, "", "0", "faLse", "no", "n", "f", 0.0, ...
"""
if str(value).lower() in ("yes", "y", "true", "t", "1"): return True
if str(value).lower() in ("no", "n", "false", "f", "0", "0.0", "", "none", "[]", "{}"): return False
raise Exception('Invalid value for boolean conversion: ' + str(value))
Sample runs:
>>> to_bool(True)
True
>>> to_bool("tRUe")
True
>>> to_bool("1")
True
>>> to_bool(1)
True
>>> to_bool(2)
Traceback (most recent call last):
File "<stdin>", line 1, in <module>
File "<stdin>", line 9, in to_bool
Exception: Invalid value for boolean conversion: 2
>>> to_bool([])
False
>>> to_bool({})
False
>>> to_bool(None)
False
>>> to_bool("Wasssaaaaa")
Traceback (most recent call last):
File "<stdin>", line 1, in <module>
File "<stdin>", line 9, in to_bool
Exception: Invalid value for boolean conversion: Wasssaaaaa
>>>
If this is too wide, it can be refined by testing the type result. If the yaml-returned type is a str, then it can’t be cast to any other type (that I can think of anyway), so you could handle that separately, or just let it be true.
I won’t make any guesses at speed, but since I am working with yaml data under Qt gui anyway, this has a nice symmetry.
回答 10
我不同意这里的任何解决方案,因为它们太宽容了。这通常不是解析字符串时想要的。
所以这是我正在使用的解决方案:
def to_bool(bool_str):"""Parse the string and return the boolean value encoded or raise an exception"""if isinstance(bool_str, basestring)and bool_str:if bool_str.lower()in['true','t','1']:returnTrueelif bool_str.lower()in['false','f','0']:returnFalse#if here we couldn't parse itraiseValueError("%s is no recognized as a boolean value"% bool_str)
结果:
>>>[to_bool(v)for v in['true','t','1','F','FALSE','0']][True,True,True,False,False,False]>>> to_bool("")Traceback(most recent call last):File"<stdin>", line 1,in<module>File"<stdin>", line 8,in to_bool
ValueError:''is no recognized as a boolean value
I don’t agree with any solution here, as they are too permissive. This is not normally what you want when parsing a string.
So here the solution I’m using:
def to_bool(bool_str):
"""Parse the string and return the boolean value encoded or raise an exception"""
if isinstance(bool_str, basestring) and bool_str:
if bool_str.lower() in ['true', 't', '1']: return True
elif bool_str.lower() in ['false', 'f', '0']: return False
#if here we couldn't parse it
raise ValueError("%s is no recognized as a boolean value" % bool_str)
And the results:
>>> [to_bool(v) for v in ['true','t','1','F','FALSE','0']]
[True, True, True, False, False, False]
>>> to_bool("")
Traceback (most recent call last):
File "<stdin>", line 1, in <module>
File "<stdin>", line 8, in to_bool
ValueError: '' is no recognized as a boolean value
Just to be clear because it looks as if my answer offended somebody somehow:
The point is that you don’t want to test for only one value and assume the other. I don’t think you always want to map Absolutely everything to the non parsed value. That produces error prone code.
So, if you know what you want code it in.
回答 11
dict(实际上是defaultdict)为您提供了一种非常简单的方法来完成此操作:
from collections import defaultdict
bool_mapping = defaultdict(bool)# Will give you False for non-found valuesfor val in['True','yes',...]:
bool_mapping[val]=Trueprint(bool_mapping['True'])# Trueprint(bool_mapping['kitten'])# False
A dict (really, a defaultdict) gives you a pretty easy way to do this trick:
from collections import defaultdict
bool_mapping = defaultdict(bool) # Will give you False for non-found values
for val in ['True', 'yes', ...]:
bool_mapping[val] = True
print(bool_mapping['True']) # True
print(bool_mapping['kitten']) # False
It’s really easy to tailor this method to the exact conversion behavior you want — you can fill it with allowed Truthy and Falsy values and let it raise an exception (or return None) when a value isn’t found, or default to True, or default to False, or whatever you want.
def toBoolean( val ):"""
Get the boolean value of the provided input.
If the value is a boolean return the value.
Otherwise check to see if the value is in
["false", "f", "no", "n", "none", "0", "[]", "{}", "" ]
and returns True if value is not in the list
"""if val isTrueor val isFalse:return val
falseItems =["false","f","no","n","none","0","[]","{}",""]returnnot str( val ).strip().lower()in falseItems
You probably already have a solution but for others who are looking for a method to convert a value to a boolean value using “standard” false values including None, [], {}, and “” in addition to false, no , and 0.
def toBoolean( val ):
"""
Get the boolean value of the provided input.
If the value is a boolean return the value.
Otherwise check to see if the value is in
["false", "f", "no", "n", "none", "0", "[]", "{}", "" ]
and returns True if value is not in the list
"""
if val is True or val is False:
return val
falseItems = ["false", "f", "no", "n", "none", "0", "[]", "{}", "" ]
return not str( val ).strip().lower() in falseItems
a='True'if a isTrue:print'a is True, a type is', type(a)else:print"a isn't True, a type is", type(a)
b = eval(a)if b isTrue:print'b is True, b type is', type(b)else:print"b isn't True, b type is", type(b)
和输出:
a isn't True, a type is <type 'str'>
b is True, b type is <type 'bool'>
a='True'
if a is True:
print 'a is True, a type is', type(a)
else:
print "a isn't True, a type is", type(a)
b = eval(a)
if b is True:
print 'b is True, b type is', type(b)
else:
print "b isn't True, b type is", type(b)
and the output:
a isn't True, a type is <type 'str'>
b is True, b type is <type 'bool'>
回答 14
另一个选择
from ansible.module_utils.parsing.convert_bool import boolean
boolean('no')# False
boolean('yEs')# True
boolean('true')# True
But in production if you don’t need ansible and all its dependencies, a good idea is to look at its source code and copy part of the logic that you need.
The usual rule for casting to a bool is that a few special literals (False, 0, 0.0, (), [], {}) are false and then everything else is true, so I recommend the following:
def boolify(val):
if (isinstance(val, basestring) and bool(val)):
return not val in ('False', '0', '0.0')
else:
return bool(val)
回答 16
这是我写的版本。将其他几种解决方案合并为一个。
def to_bool(value):"""
Converts 'something' to boolean. Raises exception if it gets a string it doesn't handle.
Case is ignored for strings. These string values are handled:
True: 'True', "1", "TRue", "yes", "y", "t"
False: "", "0", "faLse", "no", "n", "f"
Non-string values are passed to bool.
"""if type(value)== type(''):if value.lower()in("yes","y","true","t","1"):returnTrueif value.lower()in("no","n","false","f","0",""):returnFalseraiseException('Invalid value for boolean conversion: '+ value)return bool(value)
This is the version I wrote. Combines several of the other solutions into one.
def to_bool(value):
"""
Converts 'something' to boolean. Raises exception if it gets a string it doesn't handle.
Case is ignored for strings. These string values are handled:
True: 'True', "1", "TRue", "yes", "y", "t"
False: "", "0", "faLse", "no", "n", "f"
Non-string values are passed to bool.
"""
if type(value) == type(''):
if value.lower() in ("yes", "y", "true", "t", "1"):
return True
if value.lower() in ("no", "n", "false", "f", "0", ""):
return False
raise Exception('Invalid value for boolean conversion: ' + value)
return bool(value)
If it gets a string it expects specific values, otherwise raises an Exception. If it doesn’t get a string, just lets the bool constructor figure it out. Tested these cases:
If you like me just need boolean from variable which is string. You can use distils as mentioned earlier by @jzwiener. However I could not import and use the module as he suggested.
Instead I end up using it this way on python3.7
from distutils import util # to handle str to bool conversion
enable_deletion = 'False'
enable_deletion = bool(util.strtobool(enable_deletion))
distutils is part of the python std lib so no need of installation. Which is great!👍
>>> eval('true')Traceback(most recent call last):File"<stdin>", line 1,in<module>File"<string>", line 1,in<module>NameError: name 'true'isnot defined
>>> eval('false')Traceback(most recent call last):File"<stdin>", line 1,in<module>File"<string>", line 1,in<module>NameError: name 'false'isnot defined
I would like to share my simple solution: use the eval(). It will convert the string True and False to proper boolean type IF the string is exactly in title format True or False always first letter capital or else the function will raise an error.
e.g.
>>> eval('False')
False
>>> eval('True')
True
Of course for dynamic variable you can simple use the .title() to format the boolean string.
>>> x = 'true'
>>> eval(x.title())
True
This will throw an error.
>>> eval('true')
Traceback (most recent call last):
File "<stdin>", line 1, in <module>
File "<string>", line 1, in <module>
NameError: name 'true' is not defined
>>> eval('false')
Traceback (most recent call last):
File "<stdin>", line 1, in <module>
File "<string>", line 1, in <module>
NameError: name 'false' is not defined
here’s a hairy, built in way to get many of the same answers. Note that although python considers "" to be false and all other strings to be true, TCL has a very different idea about things.
>>> import Tkinter
>>> tk = Tkinter.Tk()
>>> var = Tkinter.BooleanVar(tk)
>>> var.set("false")
>>> var.get()
False
>>> var.set("1")
>>> var.get()
True
>>> var.set("[exec 'rm -r /']")
>>> var.get()
Traceback (most recent call last):
File "<stdin>", line 1, in <module>
File "/usr/lib/python2.5/lib-tk/Tkinter.py", line 324, in get
return self._tk.getboolean(self._tk.globalgetvar(self._name))
_tkinter.TclError: 0expected boolean value but got "[exec 'rm -r /']"
>>>
A good thing about this is that it is fairly forgiving about the values you can use. It’s lazy about turning strings into values, and it’s hygenic about what it accepts and rejects(notice that if the above statement were given at a tcl prompt, it would erase the users hard disk).
the bad thing is that it requires that Tkinter be available, which is usually, but not universally true, and more significantly, requires that a Tk instance be created, which is comparatively heavy.
What is considered true or false depends on the behavior of the Tcl_GetBoolean, which considers 0, false, no and off to be false and 1, true, yes and on to be true, case insensitive. Any other string, including the empty string, cause an exception.
By using Python’s built-in eval() function and the .capitalize() method, you can convert any “true” / “false” string (regardless of initial capitalization) to a true Python boolean.