Return several values inside for loop
Question:
I have a function that must return several values using a for loop. I do not wish to store the values inside a list or a dict. Because of the use of the return
, I only get the first value. How can I return all values successively? I tried using generators and yield
but I’m not sure how to use it.
here is the function:
import random
def my_function():
for i in range(3):
return(dict(x=[[random.randint(0,10)]], y=[[random.randint(0,10)]]), 0)
Are generators and the use of yield
suited for my need?
Answers:
Replace return
by yield
to create a generator:
import random
def my_function():
for i in range(3):
yield dict(x=[[random.randint(0,10)]], y=[[random.randint(0,10)]]), 0
g = my_function()
for d in g:
print(d)
Output:
({'x': [[0]], 'y': [[10]]}, 0)
({'x': [[0]], 'y': [[1]]}, 0)
({'x': [[3]], 'y': [[0]]}, 0)
You can also use next
to consume manually the next value:
g = my_function()
print(next(g))
print(next(g))
print(next(g))
print(next(g)) # Will raise a StopIteration exception
Output:
({'x': [[4]], 'y': [[4]]}, 0)
({'x': [[4]], 'y': [[9]]}, 0)
({'x': [[7]], 'y': [[2]]}, 0)
...
StopIteration:
I hope, this gives you better understanding. next gives you value one by one and if you want all values wrap your function inside a list
import random
def my_function():
for i in range(3):
yield(dict(x=[[random.randint(0,10)]], y=[[random.randint(0,10)]]), 0)
a = my_function()
print(next(a)) # one by one
print(next(a))
print(list(my_function())) # get all values
I have a function that must return several values using a for loop. I do not wish to store the values inside a list or a dict. Because of the use of the return
, I only get the first value. How can I return all values successively? I tried using generators and yield
but I’m not sure how to use it.
here is the function:
import random
def my_function():
for i in range(3):
return(dict(x=[[random.randint(0,10)]], y=[[random.randint(0,10)]]), 0)
Are generators and the use of yield
suited for my need?
Replace return
by yield
to create a generator:
import random
def my_function():
for i in range(3):
yield dict(x=[[random.randint(0,10)]], y=[[random.randint(0,10)]]), 0
g = my_function()
for d in g:
print(d)
Output:
({'x': [[0]], 'y': [[10]]}, 0)
({'x': [[0]], 'y': [[1]]}, 0)
({'x': [[3]], 'y': [[0]]}, 0)
You can also use next
to consume manually the next value:
g = my_function()
print(next(g))
print(next(g))
print(next(g))
print(next(g)) # Will raise a StopIteration exception
Output:
({'x': [[4]], 'y': [[4]]}, 0)
({'x': [[4]], 'y': [[9]]}, 0)
({'x': [[7]], 'y': [[2]]}, 0)
...
StopIteration:
I hope, this gives you better understanding. next gives you value one by one and if you want all values wrap your function inside a list
import random
def my_function():
for i in range(3):
yield(dict(x=[[random.randint(0,10)]], y=[[random.randint(0,10)]]), 0)
a = my_function()
print(next(a)) # one by one
print(next(a))
print(list(my_function())) # get all values