*Memo:
- My post explains the unpacking with an assignment statement (2).
- My post explains the unpacking with a
for
statement (1). - My post explains the unpacking with a
for
statement (2). - My post explains the iterable unpacking with
*
and a function (1). - My post explains the iterable unpacking with
*
and a function (2). - My post explains the dictionary unpacking with
**
within a dictionary and function. - My post explains
*args
. - My post explains
**kwargs
. - My post explains a variable assignment.
- My post explains a function (1).
Iterable unpacking can be done without *
and with an assignment statement as shown below:
*Memo:
- The syntax of the one or more variables and commas(
,
), tuples(()
) and/or lists([]
) with= iterable
is an iterable unpacking:-
v, = [0]
andv = [0]
are different. - One or more variables and commas are a tuple even if
()
isn't used. - Lists are converted to tuples if lists are explicitly used on the left side of
=
:
-
- The number of variables must match the number of the elements in an iterable unless a
*variable
is used on the left side of=
:- Only one
*variable
can be used within each tuple and list on the left side of=
to flexibly accept the zero or more elements of an iterable: - A
*variable
is the list whose default value is[]
so the type islist
. - A
*variable
cannot be used outside any list and tuple.
- Only one
- One or more
*iterables
can be used within each list, tuple and set on the right side of=
to unpack iterables:- A
*iterable
cannot be used outside any list, tuple and set.
- A
- One or more
*iterables
can be used as the arguments within a function call including print() to unpack them into the one or more parameters includingargs
but excluding*kwargs
within a function definition:- One or more
*iterables
can be used withprint()
and*args
but not with**kwargs
.
- One or more
- One or more
**dictionaries
can be used within each dictionary on the right side of=
to unpack dictionaries:- A
**dictionary
cannot be used outside any dictionary.
- A
- A
*
is called an iterable unpacking operator to unpack an iterable as the name suggests so the one or more*iterables
used within each list, tuple and set on the right side of=
and used as the arguments within a function call includingprint()
to unpack iterables are iterable unpacking operators but the only one*variable
used within each tuple and list on the left side of=
to flexibly accept the zero or more elements of an iterable isn't an iterable unpacking operator:- The iterable unpacking operator
*
can unpack(flat) only the most outer dimension of an iterable.
- The iterable unpacking operator
- A
**
is called a dictionary unpacking operator to unpack a dictionary as the name suggests so the one or more**dictionaries
used within each dictionary on the right side of=
to unpack dictionaries are dictionary unpacking operators:- The dictionary unpacking operator
**
can unpack(flat) only the most outer dimension of a dictionary.
- The dictionary unpacking operator
- A string(
str
) can be unpacked infinitely because even the single character unpacked is also the string(str
) which is an iterable. - The doc explains an assignment statement.
v1, v2, v3 = [0, 1, 2] # list v1, v2, v3 = (0, 1, 2) # tuple v1, v2, v3 = {0, 1, 2} # set v1, v2, v3 = frozenset({0, 1, 2}) # frozenset v1, v2, v3 = {0:1, 2:3, 4:5} # dict v1, v2, v3 = {0:1, 2:3, 4:5}.keys() # dict.keys() v1, v2, v3 = iter([0, 1, 2]) # iterator v1, v2, v3 = '012' # str v1, v2, v3 = range(3) # range print(v1, v2, v3) # 0 1 2 v4, v5, v6 = v1, v2, v3 v1, v2, v3 = {0:1, 2:3, 4:5}.values() # dict(int:int).values() print(v1, v2, v3) # 1 3 5 v1, v2, v3 = {0:1, 2:3, 4:5}.items() # dict(int:int).items() print(v1, v2, v3) # (0, 1) (2, 3) (4, 5) v1, v2, v3 = b'012' # bytes v1, v2, v3 = bytearray(b'012') # bytearray print(v1, v2, v3) # 48 49 50 v1, = '0' # str v2, = v1 v3, = v2 print(v1, v2, v3) # 0 0 0 v1, v2, v3 = [0, 1, 2] (v1, v2, v3) = [0, 1, 2] [v1, v2, v3] = [0, 1, 2] print(v1, v2, v3) # 0 1 2 v1, v2 = [0, [1, [2]]] (v1, v2) = [0, [1, [2]]] [v1, v2] = [0, [1, [2]]] print(v1, v2) # 0 [1, [2]] v1, (v2, v3) = [0, [1, [2]]] v1, [v2, v3] = [0, [1, [2]]] (v1, (v2, v3)) = [0, [1, [2]]] [v1, [v2, v3]] = [0, [1, [2]]] print(v1, v2, v3) # 0 1 [2] v1, (v2, (v3,)) = [0, [1, [2]]] v1, [v2, [v3]] = [0, [1, [2]]] (v1, (v2, (v3,))) = [0, [1, [2]]] [v1, [v2, [v3]]] = [0, [1, [2]]] print(v1, v2, v3) # 0 1 2 v, = [0] (v,) = [0] [v] = [0] print(v) # 0 # It's not an iterable unpacking. v = [0, 1, 2] print(v) # [0, 1, 2] # It's not an iterable unpacking. v = [0] print(v) # [0] # It's not an iterable unpacking. v1 = v2 = v3 = [0, 1, 2] print(v1, v2, v3) # [0, 1, 2] [0, 1, 2] [0, 1, 2] v1, v2, v3 = [0, 1] # ValueError: not enough values to unpack (expected 3, got 2) v1, v2, v3 = [0, 1, 2, 3] # ValueError: too many values to unpack (expected 3) v, = [] # ValueError: not enough values to unpack (expected 1, got 0) v, = 0 # TypeError: cannot unpack non-iterable int object
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