So I have created a function that applies an action (in this case point wise multiplication of an array with a sinusoid, but that does not matter for my question) to an array.
Now I have created another function with which I want to create a string
of python code to apply the first function multiple times later-on. The input of the second function can be either a string
or an array
, so that I can use the second function on its own output as well, if need be. My method of getting the variable name in a string works outside of the function.
Input :
var = np.array([[1,3],[2,4]]) # or sometimes var = 'a string'
if type(var)==str:
var_name = var
else:
var_name = [ k for k,v in locals().items() if v is var][0]
var_name
Output :
'var'
So here var
is the variable (either array or string) supplied to the function, in this case an array. The if statement nicely returns me its name.
However when I use this inside my function, no matter what input I give it, it actually seems to look for var in locals(). Somehow it does not take var from the function input.
Definition :
def functionTWO(var, listoflistsofargs=None):
if type(var)==str:
var_name = var
else:
var_name = [ k for k,v in locals().items() if v is var][0]
if listoflistsofargs==None:
return var_name
command = []
for i in range(len(listoflistsofargs)):
if i==0:
command.append('functionONE(')
command.append(var_name)
command.append(',%.17f, %.17f)' % tuple(listoflistsofargs[i]))
else:
command.insert(0,'functionONE(')
command.append(',%.17f, %.17f)' % tuple(listoflistsofargs[i]))
''.join(command)
command[0] = var_name + ' + ' + command[0]
return ''.join(command)
Input :
somearray = np.array([[1,2,3],[1,2,3],[1,2,3]])
args = [[1,3],[6,5]]
command = functionTWO(somearray, args)
command
Output :
NameError: name 'var' is not defined
Wanted output :
'functionONE(functionONE(somearray, 1, 3), 6, 5)'
Why is listoflistsofargs
taken from the function input and var
not? I specify var
in the listcomprehension in the definition of functionTWO
. Normally when I use list comprehensions with function inputs it works fine. Does anybody know why this isnt the case here? Thank you in advance!
EDIT : So I guess the answer is dont. The implementation of classes by Marcin looks much cleaner and about the same order of amount of code. Too bad I couldnt get this to work inside a function. For other donts (actually other ideas) about using variable names as strings there is this question, where I got the above list comprehension for variable names.
You cannot pass a variable as a string*, and you should not do so.
If you want to pass a value between functions, the normal way is to pass it in as a parameter, and out as a return value.
If that is inconvenient, the usual solution is an object: define a class which carries both the shared variable, and methods which act on the variable.
If you need to create command objects, it is much better to do so in a structured way. For example, if you want to pass a function, and parameters, you can literally just pass the function object and the parameters in a tuple:
If you want to embed such commands within commands, you'll likely want to wrap that up with a class, so you can recursively evaluate the parameters. In fact, here's a little evaluator:
Although there are hacks by which you can pass references to local variables out of a function, these are not a great idea, because you end up creating your own half-baked object system which is more difficult to understand.
*
This is because a variable has a name (which is a string) and a context, which maps names to strings. So, you need, at least to pass a tuple to truly pass a variable.