Float Arguments and dict_values with NumPy - python

The main issue is that I'm being told by Python 3 that dict_values are being used as an argument while, apparently, a string or number is required. (Even though a float is a number, or so I thought.)
I have searched for various solutions to this problem and while I see aspects that seem to suggest what might be done, nothing just comes right out and says it in a way that I can generalize to my particulars.
The code is:
def get_features(self, state, action):
q_state = np.array(SimpleExtractor().get_features(state, action).values()).astype(dtype=float)
return q_state
That returns the following error when the code is executed:
float() argument must be a string or a number, not 'dict_values'
As per one of the suggested solutions, I tried to change the np line so that the dtype was indicated as such:
def get_features(self, state, action):
q_state = np.array(SimpleExtractor().get_features(state, action).values(), dtype=float)
return q_state
However that returns the exact same error.
I'm not sure if it matters but that SimpleExtractor that I'm calling is a large bit of code: SimpleExtractor
I have some reason to believe that this particular bit of code, as written, would work on Python 2. But the particular project I'm on has been restructured to work with Python 3 and so I can no longer run it with Python 2 to test that out.
I think this may have to do with the fact of how the features variable is being returned from the get_features method in SimpleExtractor. But I'm not clear what I would do to get that into some form that my code above would accept.
I'm mainly just looking for insight into what I should do in this kind of situation.

Convert the dict_values object to list first so the array is created from the content of the list. NumPy cannot build an array of the contained items from dict_values, it instead creates an array of type object and puts the dict_values object inside:
>>> np.array(d.values())
array(dict_values([2, 4]), dtype=object)
What you're doing:
>>> import numpy as np
>>> d = {1: 2, 3: 4}
>>> np.array(d.values()).astype(float)
Traceback (most recent call last):
File "<stdin>", line 1, in <module>
TypeError: float() argument must be a string or a number, not 'dict_values'
What you should do:
>>> np.array(list(d.values())).astype(float)
array([ 2., 4.])
q_state = np.array(list(SimpleExtractor().get_features(state, action).values()))\
.astype(dtype=float)

Related

How to solve a callable error for dictionaries? [duplicate]

This question already has answers here:
Why does code like `str = str(...)` cause a TypeError, but only the second time?
(20 answers)
Closed last month.
I tried to use this code from a tutorial at the REPL:
example = list('easyhoss')
The tutorial says that example should become equal to a list ['e', 'a', 's', 'y', 'h', 'o', 's', 's']. But I got an error instead:
>>> example = list('easyhoss')
Traceback (most recent call last):
File "<stdin>", line 1, in <module>
TypeError: 'list' object is not callable
Why did this happen?
Seems like you've shadowed the builtin name list, which points at a class, by the same name pointing at an instance of it. Here is an example:
>>> example = list('easyhoss') # here `list` refers to the builtin class
>>> list = list('abc') # we create a variable `list` referencing an instance of `list`
>>> example = list('easyhoss') # here `list` refers to the instance
Traceback (most recent call last):
File "<string>", line 1, in <module>
TypeError: 'list' object is not callable
I believe this is fairly obvious. Python stores object names (functions and classes are objects, too) in namespaces (which are implemented as dictionaries), hence you can rewrite pretty much any name in any scope. It won't show up as an error of some sort. As you might know, Python emphasizes that "special cases aren't special enough to break the rules". And there are two major rules behind the problem you've faced:
Namespaces. Python supports nested namespaces. Theoretically you can endlessly nest them. As I've already mentioned, they are basically dictionaries of names and references to corresponding objects. Any module you create gets its own "global" namespace, though in fact it's just a local namespace with respect to that particular module.
Scoping. When you reference a name, the Python runtime looks it up in the local namespace (with respect to the reference) and, if such name does not exist, it repeats the attempt in a higher-level namespace. This process continues until there are no higher namespaces left. In that case you get a NameError. Builtin functions and classes reside in a special high-order namespace __builtins__. If you declare a variable named list in your module's global namespace, the interpreter will never search for that name in a higher-level namespace (that is __builtins__). Similarly, suppose you create a variable var inside a function in your module, and another variable var in the module. Then, if you reference var inside the function, you will never get the global var, because there is a var in the local namespace - the interpreter has no need to search it elsewhere.
Here is a simple illustration.
>>> example = list("abc") # Works fine
>>>
>>> # Creating name "list" in the global namespace of the module
>>> list = list("abc")
>>>
>>> example = list("abc")
Traceback (most recent call last):
File "<stdin>", line 1, in <module>
TypeError: 'list' object is not callable
>>> # Python looks for "list" and finds it in the global namespace,
>>> # but it's not the proper "list".
>>>
>>> # Let's remove "list" from the global namespace
>>> del list
>>> # Since there is no "list" in the global namespace of the module,
>>> # Python goes to a higher-level namespace to find the name.
>>> example = list("abc") # It works.
So, as you see there is nothing special about Python builtins. And your case is a mere example of universal rules. You'd better use an IDE (e.g. a free version of PyCharm, or Atom with Python plugins) that highlights name shadowing to avoid such errors.
You might as well be wondering what is a "callable", in which case you can read this post. list, being a class, is callable. Calling a class triggers instance construction and initialisation. An instance might as well be callable, but list instances are not. If you are even more puzzled by the distinction between classes and instances, then you might want to read the documentation (quite conveniently, the same page covers namespaces and scoping).
If you want to know more about builtins, please read the answer by Christian Dean.
P.S. When you start an interactive Python session, you create a temporary module.
Before you can fully understand what the error means and how to solve, it is important to understand what a built-in name is in Python.
What is a built-in name?
In Python, a built-in name is a name that the Python interpreter already has assigned a predefined value. The value can be either a function or class object. These names are always made available by default, no matter the scope. Some of the values assigned to these names represent fundamental types of the Python language, while others are simple useful.
As of the latest version of Python - 3.6.2 - there are currently 61 built-in names. A full list of the names and how they should be used, can be found in the documentation section Built-in Functions.
An important point to note however, is that Python will not stop you from re-assigning builtin names. Built-in names are not reserved, and Python allows them to be used as variable names as well.
Here is an example using the dict built-in:
>>> dict = {}
>>> dict
{}
>>>
As you can see, Python allowed us to assign the dict name, to reference a dictionary object.
What does "TypeError: 'list' object is not callable" mean?
To put it simply, the reason the error is occurring is because you re-assigned the builtin name list in the script:
list = [1, 2, 3, 4, 5]
When you did this, you overwrote the predefined value of the built-in name. This means you can no longer use the predefined value of list, which is a class object representing Python list.
Thus, when you tried to use the list class to create a new list from a range object:
myrange = list(range(1, 10))
Python raised an error. The reason the error says "'list' object is not callable", is because as said above, the name list was referring to a list object. So the above would be the equivalent of doing:
[1, 2, 3, 4, 5](range(1, 10))
Which of course makes no sense. You cannot call a list object.
How can I fix the error?
Suppose you have code such as the following:
list = [1, 2, 3, 4, 5]
myrange = list(range(1, 10))
for number in list:
if number in myrange:
print(number, 'is between 1 and 10')
Running the above code produces the following error:
Traceback (most recent call last):
File "python", line 2, in <module>
TypeError: 'list' object is not callable
If you are getting a similar error such as the one above saying an "object is not callable", chances are you used a builtin name as a variable in your code. In this case and other cases the fix is as simple as renaming the offending variable. For example, to fix the above code, we could rename our list variable to ints:
ints = [1, 2, 3, 4, 5] # Rename "list" to "ints"
myrange = list(range(1, 10))
for number in ints: # Renamed "list" to "ints"
if number in myrange:
print(number, 'is between 1 and 10')
PEP8 - the official Python style guide - includes many recommendations on naming variables.
This is a very common error new and old Python users make. This is why it's important to always avoid using built-in names as variables such as str, dict, list, range, etc.
Many linters and IDEs will warn you when you attempt to use a built-in name as a variable. If your frequently make this mistake, it may be worth your time to invest in one of these programs.
I didn't rename a built-in name, but I'm still getting "TypeError: 'list' object is not callable". What gives?
Another common cause for the above error is attempting to index a list using parenthesis (()) rather than square brackets ([]). For example:
>>> lst = [1, 2]
>>> lst(0)
Traceback (most recent call last):
File "<pyshell#32>", line 1, in <module>
lst(0)
TypeError: 'list' object is not callable
For an explanation of the full problem and what can be done to fix it, see TypeError: 'list' object is not callable while trying to access a list.
If you are in a interactive session and don't want to restart you can remove the shadowing with
del list
In the league of stupid Monday morning mistakes, using round brackets instead of square brackets when trying to access an item in the list will also give you the same error message:
l=[1,2,3]
print(l[2])#GOOD
print(l(2))#BAD
TypeError: 'list' object is not callable
You may have used built-in name 'list' for a variable in your code.
If you are using Jupyter notebook, sometimes even if you change the name of that variable from 'list' to something different and rerun that cell, you may still get the error. In this case you need to restart the Kernal.
In order to make sure that the name has change, click on the word 'list' when you are creating a list object and press Shift+Tab, and check if Docstring shows it as an empty list.
Why does TypeError: 'list' object is not callable appear?
Explanation:
It is because you defined list as a variable before (i am pretty sure), so it would be a list, not the function anymore, that's why everyone shouldn't name variables functions, the below is the same as what you're doing now:
>>> [1,2,3]()
Traceback (most recent call last):
File "<pyshell#0>", line 1, in <module>
[1,2,3]()
TypeError: 'list' object is not callable
>>>
So you need it to be the default function of list, how to detect if it is? just use:
>>> list
<class 'list'>
>>> list = [1,2,3]
>>> list
[1, 2, 3]
>>> list()
Traceback (most recent call last):
File "<pyshell#4>", line 1, in <module>
list()
TypeError: 'list' object is not callable
>>>
How do i detect whether a variable name is a function? well, just simple see if it has a different color, or use a code like:
>>> 'list' in dir(__builtins__)
True
>>> 'blah' in dir(__builtins__)
False
>>>
After this, you should know why does TypeError: 'list' object is not callable appear.
Okay, so now...
How to fix this TypeError: 'list' object is not callable error?
Code:
You have to either do __builtins__.list():
>>> list = [1,2,3]
>>> __builtins__.list()
[]
>>>
Or use []:
>>> list = [1,2,3]
>>> []
[]
>>>
Or remove list variable from memory:
>>> list = [1,2,3]
>>> del list
>>> list()
[]
>>>
Or just rename the variable:
>>> lst = [1,2,3]
>>> list()
[]
>>>
P.S. Last one is the most preferable i guess :-)
There are a whole bunch of solutions that work.
References:
'id' is a bad variable name in Python
How do I use a keyword as a variable name?
How to use reserved keyword as the name of variable in python?
find out what you have assigned to 'list' by displaying it
>>> print(list)
if it has content, you have to clean it with
>>> del list
now display 'list' again and expect this
<class 'list'>
Once you see this, you can proceed with your copy.
For me it was a flask server returning some videos array (which I expected to be in json format..)
adding json.dumps(videos) fixed this issue
I was getting this error for another reason:
I accidentally had a blank list created in my __init__ which had the same name as a method I was trying to call (I had just finished refactoring a bit and the variable was no longer needed, but I missed it when cleaning up). So when I was instantiating the class and trying to call the method, it thought I was referencing the list object, not the method:
class DumbMistake:
def __init__(self, k, v):
self.k = k
self.v = v
self.update = []
def update(self):
// do updates to k, v, etc
if __name__ == '__main__':
DumbMistake().update('one,two,three', '1,2,3')
So it was trying to assign the two strings to self.update[] instead of calling the update() method. Removed the variable and it all worked as intended. Hope this helps someone.
You have already assigned a value to list.
So, you cannot use the list() when it’s a variable.
Restart the shell or IDE, by pressing Ctrl+F6 on your computer.
Hope this works too.
I found myself getting this error because I had a method that returned a list that I gave a #property decorator. I forgot about the decorator and was calling method() instead of just method which gave this same error.
Why error occurred?
Because you have named any of your list as "list" in current kernel.
example:
import operator
list = [1, 4, 5, 7, 9, 11]
#you are naming list as "list"
print("The sum is : ", end="")
print(list(itertools.accumulate(list1)))
print("The product is : ", end="")
print(list(itertools.accumulate(list1, operator.mul)))
Solution:
Simply restart the kernel.
Close the current interpreter using exit() command and reopen typing python to start your work. And do not name a list as list literally. Then you will be fine.
to solve the error like this one: "list object is not callable in python" even you are changing the variable name then please restart the kernel in Python Jutyter Notebook if you are using it or simply restart the IDE.
I hope this will work. Thank you!!!

TypeError: 'dict' object is not callable while creating an empty dictionary in Python2.7 [duplicate]

This question already has answers here:
Why does code like `str = str(...)` cause a TypeError, but only the second time?
(20 answers)
Closed last month.
I tried to use this code from a tutorial at the REPL:
example = list('easyhoss')
The tutorial says that example should become equal to a list ['e', 'a', 's', 'y', 'h', 'o', 's', 's']. But I got an error instead:
>>> example = list('easyhoss')
Traceback (most recent call last):
File "<stdin>", line 1, in <module>
TypeError: 'list' object is not callable
Why did this happen?
Seems like you've shadowed the builtin name list, which points at a class, by the same name pointing at an instance of it. Here is an example:
>>> example = list('easyhoss') # here `list` refers to the builtin class
>>> list = list('abc') # we create a variable `list` referencing an instance of `list`
>>> example = list('easyhoss') # here `list` refers to the instance
Traceback (most recent call last):
File "<string>", line 1, in <module>
TypeError: 'list' object is not callable
I believe this is fairly obvious. Python stores object names (functions and classes are objects, too) in namespaces (which are implemented as dictionaries), hence you can rewrite pretty much any name in any scope. It won't show up as an error of some sort. As you might know, Python emphasizes that "special cases aren't special enough to break the rules". And there are two major rules behind the problem you've faced:
Namespaces. Python supports nested namespaces. Theoretically you can endlessly nest them. As I've already mentioned, they are basically dictionaries of names and references to corresponding objects. Any module you create gets its own "global" namespace, though in fact it's just a local namespace with respect to that particular module.
Scoping. When you reference a name, the Python runtime looks it up in the local namespace (with respect to the reference) and, if such name does not exist, it repeats the attempt in a higher-level namespace. This process continues until there are no higher namespaces left. In that case you get a NameError. Builtin functions and classes reside in a special high-order namespace __builtins__. If you declare a variable named list in your module's global namespace, the interpreter will never search for that name in a higher-level namespace (that is __builtins__). Similarly, suppose you create a variable var inside a function in your module, and another variable var in the module. Then, if you reference var inside the function, you will never get the global var, because there is a var in the local namespace - the interpreter has no need to search it elsewhere.
Here is a simple illustration.
>>> example = list("abc") # Works fine
>>>
>>> # Creating name "list" in the global namespace of the module
>>> list = list("abc")
>>>
>>> example = list("abc")
Traceback (most recent call last):
File "<stdin>", line 1, in <module>
TypeError: 'list' object is not callable
>>> # Python looks for "list" and finds it in the global namespace,
>>> # but it's not the proper "list".
>>>
>>> # Let's remove "list" from the global namespace
>>> del list
>>> # Since there is no "list" in the global namespace of the module,
>>> # Python goes to a higher-level namespace to find the name.
>>> example = list("abc") # It works.
So, as you see there is nothing special about Python builtins. And your case is a mere example of universal rules. You'd better use an IDE (e.g. a free version of PyCharm, or Atom with Python plugins) that highlights name shadowing to avoid such errors.
You might as well be wondering what is a "callable", in which case you can read this post. list, being a class, is callable. Calling a class triggers instance construction and initialisation. An instance might as well be callable, but list instances are not. If you are even more puzzled by the distinction between classes and instances, then you might want to read the documentation (quite conveniently, the same page covers namespaces and scoping).
If you want to know more about builtins, please read the answer by Christian Dean.
P.S. When you start an interactive Python session, you create a temporary module.
Before you can fully understand what the error means and how to solve, it is important to understand what a built-in name is in Python.
What is a built-in name?
In Python, a built-in name is a name that the Python interpreter already has assigned a predefined value. The value can be either a function or class object. These names are always made available by default, no matter the scope. Some of the values assigned to these names represent fundamental types of the Python language, while others are simple useful.
As of the latest version of Python - 3.6.2 - there are currently 61 built-in names. A full list of the names and how they should be used, can be found in the documentation section Built-in Functions.
An important point to note however, is that Python will not stop you from re-assigning builtin names. Built-in names are not reserved, and Python allows them to be used as variable names as well.
Here is an example using the dict built-in:
>>> dict = {}
>>> dict
{}
>>>
As you can see, Python allowed us to assign the dict name, to reference a dictionary object.
What does "TypeError: 'list' object is not callable" mean?
To put it simply, the reason the error is occurring is because you re-assigned the builtin name list in the script:
list = [1, 2, 3, 4, 5]
When you did this, you overwrote the predefined value of the built-in name. This means you can no longer use the predefined value of list, which is a class object representing Python list.
Thus, when you tried to use the list class to create a new list from a range object:
myrange = list(range(1, 10))
Python raised an error. The reason the error says "'list' object is not callable", is because as said above, the name list was referring to a list object. So the above would be the equivalent of doing:
[1, 2, 3, 4, 5](range(1, 10))
Which of course makes no sense. You cannot call a list object.
How can I fix the error?
Suppose you have code such as the following:
list = [1, 2, 3, 4, 5]
myrange = list(range(1, 10))
for number in list:
if number in myrange:
print(number, 'is between 1 and 10')
Running the above code produces the following error:
Traceback (most recent call last):
File "python", line 2, in <module>
TypeError: 'list' object is not callable
If you are getting a similar error such as the one above saying an "object is not callable", chances are you used a builtin name as a variable in your code. In this case and other cases the fix is as simple as renaming the offending variable. For example, to fix the above code, we could rename our list variable to ints:
ints = [1, 2, 3, 4, 5] # Rename "list" to "ints"
myrange = list(range(1, 10))
for number in ints: # Renamed "list" to "ints"
if number in myrange:
print(number, 'is between 1 and 10')
PEP8 - the official Python style guide - includes many recommendations on naming variables.
This is a very common error new and old Python users make. This is why it's important to always avoid using built-in names as variables such as str, dict, list, range, etc.
Many linters and IDEs will warn you when you attempt to use a built-in name as a variable. If your frequently make this mistake, it may be worth your time to invest in one of these programs.
I didn't rename a built-in name, but I'm still getting "TypeError: 'list' object is not callable". What gives?
Another common cause for the above error is attempting to index a list using parenthesis (()) rather than square brackets ([]). For example:
>>> lst = [1, 2]
>>> lst(0)
Traceback (most recent call last):
File "<pyshell#32>", line 1, in <module>
lst(0)
TypeError: 'list' object is not callable
For an explanation of the full problem and what can be done to fix it, see TypeError: 'list' object is not callable while trying to access a list.
If you are in a interactive session and don't want to restart you can remove the shadowing with
del list
In the league of stupid Monday morning mistakes, using round brackets instead of square brackets when trying to access an item in the list will also give you the same error message:
l=[1,2,3]
print(l[2])#GOOD
print(l(2))#BAD
TypeError: 'list' object is not callable
You may have used built-in name 'list' for a variable in your code.
If you are using Jupyter notebook, sometimes even if you change the name of that variable from 'list' to something different and rerun that cell, you may still get the error. In this case you need to restart the Kernal.
In order to make sure that the name has change, click on the word 'list' when you are creating a list object and press Shift+Tab, and check if Docstring shows it as an empty list.
Why does TypeError: 'list' object is not callable appear?
Explanation:
It is because you defined list as a variable before (i am pretty sure), so it would be a list, not the function anymore, that's why everyone shouldn't name variables functions, the below is the same as what you're doing now:
>>> [1,2,3]()
Traceback (most recent call last):
File "<pyshell#0>", line 1, in <module>
[1,2,3]()
TypeError: 'list' object is not callable
>>>
So you need it to be the default function of list, how to detect if it is? just use:
>>> list
<class 'list'>
>>> list = [1,2,3]
>>> list
[1, 2, 3]
>>> list()
Traceback (most recent call last):
File "<pyshell#4>", line 1, in <module>
list()
TypeError: 'list' object is not callable
>>>
How do i detect whether a variable name is a function? well, just simple see if it has a different color, or use a code like:
>>> 'list' in dir(__builtins__)
True
>>> 'blah' in dir(__builtins__)
False
>>>
After this, you should know why does TypeError: 'list' object is not callable appear.
Okay, so now...
How to fix this TypeError: 'list' object is not callable error?
Code:
You have to either do __builtins__.list():
>>> list = [1,2,3]
>>> __builtins__.list()
[]
>>>
Or use []:
>>> list = [1,2,3]
>>> []
[]
>>>
Or remove list variable from memory:
>>> list = [1,2,3]
>>> del list
>>> list()
[]
>>>
Or just rename the variable:
>>> lst = [1,2,3]
>>> list()
[]
>>>
P.S. Last one is the most preferable i guess :-)
There are a whole bunch of solutions that work.
References:
'id' is a bad variable name in Python
How do I use a keyword as a variable name?
How to use reserved keyword as the name of variable in python?
find out what you have assigned to 'list' by displaying it
>>> print(list)
if it has content, you have to clean it with
>>> del list
now display 'list' again and expect this
<class 'list'>
Once you see this, you can proceed with your copy.
For me it was a flask server returning some videos array (which I expected to be in json format..)
adding json.dumps(videos) fixed this issue
I was getting this error for another reason:
I accidentally had a blank list created in my __init__ which had the same name as a method I was trying to call (I had just finished refactoring a bit and the variable was no longer needed, but I missed it when cleaning up). So when I was instantiating the class and trying to call the method, it thought I was referencing the list object, not the method:
class DumbMistake:
def __init__(self, k, v):
self.k = k
self.v = v
self.update = []
def update(self):
// do updates to k, v, etc
if __name__ == '__main__':
DumbMistake().update('one,two,three', '1,2,3')
So it was trying to assign the two strings to self.update[] instead of calling the update() method. Removed the variable and it all worked as intended. Hope this helps someone.
You have already assigned a value to list.
So, you cannot use the list() when it’s a variable.
Restart the shell or IDE, by pressing Ctrl+F6 on your computer.
Hope this works too.
I found myself getting this error because I had a method that returned a list that I gave a #property decorator. I forgot about the decorator and was calling method() instead of just method which gave this same error.
Why error occurred?
Because you have named any of your list as "list" in current kernel.
example:
import operator
list = [1, 4, 5, 7, 9, 11]
#you are naming list as "list"
print("The sum is : ", end="")
print(list(itertools.accumulate(list1)))
print("The product is : ", end="")
print(list(itertools.accumulate(list1, operator.mul)))
Solution:
Simply restart the kernel.
Close the current interpreter using exit() command and reopen typing python to start your work. And do not name a list as list literally. Then you will be fine.
to solve the error like this one: "list object is not callable in python" even you are changing the variable name then please restart the kernel in Python Jutyter Notebook if you are using it or simply restart the IDE.
I hope this will work. Thank you!!!

Python 3 unique entries in a list tried using set on list but object not callable [duplicate]

This question already has answers here:
Why does code like `str = str(...)` cause a TypeError, but only the second time?
(20 answers)
Closed last month.
I tried to use this code from a tutorial at the REPL:
example = list('easyhoss')
The tutorial says that example should become equal to a list ['e', 'a', 's', 'y', 'h', 'o', 's', 's']. But I got an error instead:
>>> example = list('easyhoss')
Traceback (most recent call last):
File "<stdin>", line 1, in <module>
TypeError: 'list' object is not callable
Why did this happen?
Seems like you've shadowed the builtin name list, which points at a class, by the same name pointing at an instance of it. Here is an example:
>>> example = list('easyhoss') # here `list` refers to the builtin class
>>> list = list('abc') # we create a variable `list` referencing an instance of `list`
>>> example = list('easyhoss') # here `list` refers to the instance
Traceback (most recent call last):
File "<string>", line 1, in <module>
TypeError: 'list' object is not callable
I believe this is fairly obvious. Python stores object names (functions and classes are objects, too) in namespaces (which are implemented as dictionaries), hence you can rewrite pretty much any name in any scope. It won't show up as an error of some sort. As you might know, Python emphasizes that "special cases aren't special enough to break the rules". And there are two major rules behind the problem you've faced:
Namespaces. Python supports nested namespaces. Theoretically you can endlessly nest them. As I've already mentioned, they are basically dictionaries of names and references to corresponding objects. Any module you create gets its own "global" namespace, though in fact it's just a local namespace with respect to that particular module.
Scoping. When you reference a name, the Python runtime looks it up in the local namespace (with respect to the reference) and, if such name does not exist, it repeats the attempt in a higher-level namespace. This process continues until there are no higher namespaces left. In that case you get a NameError. Builtin functions and classes reside in a special high-order namespace __builtins__. If you declare a variable named list in your module's global namespace, the interpreter will never search for that name in a higher-level namespace (that is __builtins__). Similarly, suppose you create a variable var inside a function in your module, and another variable var in the module. Then, if you reference var inside the function, you will never get the global var, because there is a var in the local namespace - the interpreter has no need to search it elsewhere.
Here is a simple illustration.
>>> example = list("abc") # Works fine
>>>
>>> # Creating name "list" in the global namespace of the module
>>> list = list("abc")
>>>
>>> example = list("abc")
Traceback (most recent call last):
File "<stdin>", line 1, in <module>
TypeError: 'list' object is not callable
>>> # Python looks for "list" and finds it in the global namespace,
>>> # but it's not the proper "list".
>>>
>>> # Let's remove "list" from the global namespace
>>> del list
>>> # Since there is no "list" in the global namespace of the module,
>>> # Python goes to a higher-level namespace to find the name.
>>> example = list("abc") # It works.
So, as you see there is nothing special about Python builtins. And your case is a mere example of universal rules. You'd better use an IDE (e.g. a free version of PyCharm, or Atom with Python plugins) that highlights name shadowing to avoid such errors.
You might as well be wondering what is a "callable", in which case you can read this post. list, being a class, is callable. Calling a class triggers instance construction and initialisation. An instance might as well be callable, but list instances are not. If you are even more puzzled by the distinction between classes and instances, then you might want to read the documentation (quite conveniently, the same page covers namespaces and scoping).
If you want to know more about builtins, please read the answer by Christian Dean.
P.S. When you start an interactive Python session, you create a temporary module.
Before you can fully understand what the error means and how to solve, it is important to understand what a built-in name is in Python.
What is a built-in name?
In Python, a built-in name is a name that the Python interpreter already has assigned a predefined value. The value can be either a function or class object. These names are always made available by default, no matter the scope. Some of the values assigned to these names represent fundamental types of the Python language, while others are simple useful.
As of the latest version of Python - 3.6.2 - there are currently 61 built-in names. A full list of the names and how they should be used, can be found in the documentation section Built-in Functions.
An important point to note however, is that Python will not stop you from re-assigning builtin names. Built-in names are not reserved, and Python allows them to be used as variable names as well.
Here is an example using the dict built-in:
>>> dict = {}
>>> dict
{}
>>>
As you can see, Python allowed us to assign the dict name, to reference a dictionary object.
What does "TypeError: 'list' object is not callable" mean?
To put it simply, the reason the error is occurring is because you re-assigned the builtin name list in the script:
list = [1, 2, 3, 4, 5]
When you did this, you overwrote the predefined value of the built-in name. This means you can no longer use the predefined value of list, which is a class object representing Python list.
Thus, when you tried to use the list class to create a new list from a range object:
myrange = list(range(1, 10))
Python raised an error. The reason the error says "'list' object is not callable", is because as said above, the name list was referring to a list object. So the above would be the equivalent of doing:
[1, 2, 3, 4, 5](range(1, 10))
Which of course makes no sense. You cannot call a list object.
How can I fix the error?
Suppose you have code such as the following:
list = [1, 2, 3, 4, 5]
myrange = list(range(1, 10))
for number in list:
if number in myrange:
print(number, 'is between 1 and 10')
Running the above code produces the following error:
Traceback (most recent call last):
File "python", line 2, in <module>
TypeError: 'list' object is not callable
If you are getting a similar error such as the one above saying an "object is not callable", chances are you used a builtin name as a variable in your code. In this case and other cases the fix is as simple as renaming the offending variable. For example, to fix the above code, we could rename our list variable to ints:
ints = [1, 2, 3, 4, 5] # Rename "list" to "ints"
myrange = list(range(1, 10))
for number in ints: # Renamed "list" to "ints"
if number in myrange:
print(number, 'is between 1 and 10')
PEP8 - the official Python style guide - includes many recommendations on naming variables.
This is a very common error new and old Python users make. This is why it's important to always avoid using built-in names as variables such as str, dict, list, range, etc.
Many linters and IDEs will warn you when you attempt to use a built-in name as a variable. If your frequently make this mistake, it may be worth your time to invest in one of these programs.
I didn't rename a built-in name, but I'm still getting "TypeError: 'list' object is not callable". What gives?
Another common cause for the above error is attempting to index a list using parenthesis (()) rather than square brackets ([]). For example:
>>> lst = [1, 2]
>>> lst(0)
Traceback (most recent call last):
File "<pyshell#32>", line 1, in <module>
lst(0)
TypeError: 'list' object is not callable
For an explanation of the full problem and what can be done to fix it, see TypeError: 'list' object is not callable while trying to access a list.
If you are in a interactive session and don't want to restart you can remove the shadowing with
del list
In the league of stupid Monday morning mistakes, using round brackets instead of square brackets when trying to access an item in the list will also give you the same error message:
l=[1,2,3]
print(l[2])#GOOD
print(l(2))#BAD
TypeError: 'list' object is not callable
You may have used built-in name 'list' for a variable in your code.
If you are using Jupyter notebook, sometimes even if you change the name of that variable from 'list' to something different and rerun that cell, you may still get the error. In this case you need to restart the Kernal.
In order to make sure that the name has change, click on the word 'list' when you are creating a list object and press Shift+Tab, and check if Docstring shows it as an empty list.
Why does TypeError: 'list' object is not callable appear?
Explanation:
It is because you defined list as a variable before (i am pretty sure), so it would be a list, not the function anymore, that's why everyone shouldn't name variables functions, the below is the same as what you're doing now:
>>> [1,2,3]()
Traceback (most recent call last):
File "<pyshell#0>", line 1, in <module>
[1,2,3]()
TypeError: 'list' object is not callable
>>>
So you need it to be the default function of list, how to detect if it is? just use:
>>> list
<class 'list'>
>>> list = [1,2,3]
>>> list
[1, 2, 3]
>>> list()
Traceback (most recent call last):
File "<pyshell#4>", line 1, in <module>
list()
TypeError: 'list' object is not callable
>>>
How do i detect whether a variable name is a function? well, just simple see if it has a different color, or use a code like:
>>> 'list' in dir(__builtins__)
True
>>> 'blah' in dir(__builtins__)
False
>>>
After this, you should know why does TypeError: 'list' object is not callable appear.
Okay, so now...
How to fix this TypeError: 'list' object is not callable error?
Code:
You have to either do __builtins__.list():
>>> list = [1,2,3]
>>> __builtins__.list()
[]
>>>
Or use []:
>>> list = [1,2,3]
>>> []
[]
>>>
Or remove list variable from memory:
>>> list = [1,2,3]
>>> del list
>>> list()
[]
>>>
Or just rename the variable:
>>> lst = [1,2,3]
>>> list()
[]
>>>
P.S. Last one is the most preferable i guess :-)
There are a whole bunch of solutions that work.
References:
'id' is a bad variable name in Python
How do I use a keyword as a variable name?
How to use reserved keyword as the name of variable in python?
find out what you have assigned to 'list' by displaying it
>>> print(list)
if it has content, you have to clean it with
>>> del list
now display 'list' again and expect this
<class 'list'>
Once you see this, you can proceed with your copy.
For me it was a flask server returning some videos array (which I expected to be in json format..)
adding json.dumps(videos) fixed this issue
I was getting this error for another reason:
I accidentally had a blank list created in my __init__ which had the same name as a method I was trying to call (I had just finished refactoring a bit and the variable was no longer needed, but I missed it when cleaning up). So when I was instantiating the class and trying to call the method, it thought I was referencing the list object, not the method:
class DumbMistake:
def __init__(self, k, v):
self.k = k
self.v = v
self.update = []
def update(self):
// do updates to k, v, etc
if __name__ == '__main__':
DumbMistake().update('one,two,three', '1,2,3')
So it was trying to assign the two strings to self.update[] instead of calling the update() method. Removed the variable and it all worked as intended. Hope this helps someone.
You have already assigned a value to list.
So, you cannot use the list() when it’s a variable.
Restart the shell or IDE, by pressing Ctrl+F6 on your computer.
Hope this works too.
I found myself getting this error because I had a method that returned a list that I gave a #property decorator. I forgot about the decorator and was calling method() instead of just method which gave this same error.
Why error occurred?
Because you have named any of your list as "list" in current kernel.
example:
import operator
list = [1, 4, 5, 7, 9, 11]
#you are naming list as "list"
print("The sum is : ", end="")
print(list(itertools.accumulate(list1)))
print("The product is : ", end="")
print(list(itertools.accumulate(list1, operator.mul)))
Solution:
Simply restart the kernel.
Close the current interpreter using exit() command and reopen typing python to start your work. And do not name a list as list literally. Then you will be fine.
to solve the error like this one: "list object is not callable in python" even you are changing the variable name then please restart the kernel in Python Jutyter Notebook if you are using it or simply restart the IDE.
I hope this will work. Thank you!!!

Python Iterating Through Dictionary With Tuples

I am designing a system that involves iterating through a pre-made non python standard dictionary with an iter function. I am trying to iterate through the tuples but keep getting this stupid Error. Also, this error only happens half the time, due to a bit flipping function that messes with inputs
TypeError: 'tuple' object cannot be interpreted as an integer
Probably an easy fix, can anyone spot?
Heres relevant code:
In my main program:
for tup in crusherdict.CrusherDict(db2, fields[0]):
log.write("VOTE\t{}\t{}\n".format(tup[0][0], tup[0][1]))
Place in Dictionary giving me the iter error:
def __iter__(self):
for i in range(self.__len__()):
yield self.db.fetch(entryName(self.name,i))
Heres db.fetch:
def fetch(self,key):
return self.cache[key]
And entryName:
def entryName(dict, str):
return (dict, "E", str)
Full BackTrace:
in <module>
if commands[line[0]](db, tempDict, logFile, line):
in cast
return inq(db, tempDict, logFile, ("INQ", tempDict["voterID"]))
line 100, in inq
for tup in crusherdict.CrusherDict(db3, fields[0]):
crusherdict.py", line 91, in __iter__
for i in range(self.__len__()):
TypeError: 'tuple' object cannot be interpreted as an integer
>>>
The traceback says the error happens at:
for i in range(self.__len__()):
We know that range expects an integer so this is hopeful, and indeed we can replicate the error message in Python 3:
>>> range((1,2))
Traceback (most recent call last):
File "<input>", line 1, in <module>
TypeError: 'tuple' object cannot be interpreted as an integer
Therefore __len__ is not returning an integer as it should.
Your function entryName() returns a tuple of three elements. This tuple is used by fetch as an index into your cache. Since we have to guess from the bits you provide, I'm guessing your cache is a plain list, and needs an integer index, not a tuple. (Also you're passing an int to an argument you named str, so you're definitely confused about something here.)

().is_integer() not working

Whats wrong with this code:
n = 10
((n/3)).is_integer()
I do not understand why I cannot set n = any number and check if it is an integer or not.
Thanks for your help!
python 2.7.4
error:
Traceback (most recent call last):
File "/home/userh/Arbeitsfläche/übung.py", line 2, in <module>
print ((n/3)).is_integer()
AttributeError: 'int' object has no attribute 'is_integer'
The reason you get this error is because you divide the integer 10 by 3 using integer division, getting the integral number 3 in the form of an int instance as a result. You then try to call the method is_integer() on that result but that method is in the float class and not in the int class, just as the error message says.
A quick fix would be to change your code and divide by 3.0 instead of 3 which would result in floating point division and give you a float instance on which you can call the is_integer() method like you are trying to. Do this:
n = 10
((n/3.0)).is_integer()
You are using Python 2.7. Unless you use from __future__ import division, dividing two integers will return you and integer. is_integer exists only in float, hence your error.
the other answers say this but aren't very clear (imho).
in python 2, the / sign means "integer division" when the arguments are integers. that gives you just the integer part of the result:
>>> 10/3
3
which means that in (10/3).is_integer() you are calling is_integer() on 3, which is an integer. and that doesn't work:
>>> (3.0).is_integer()
True
>>> (3).is_integer()
AttributeError: 'int' object has no attribute 'is_integer'
what you probably want is to change one of the numbers to a float:
>>> (10/3.0).is_integer()
False
this is fixed in python 3, by the way (which is the future, and a nicer language in many small ways).
You can use isdigit, this is a good function provided by Python itself
You can refer documentation here https://docs.python.org/2/library/stdtypes.html#str.isdigit
if token.isdigit():
return int(token)
...
When I wrote this answer there was no information about language.
But in python2 you can use the following to check if it's an integer or not
isinstance( <var>, ( int, long ) )

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