可疊代對象Iterable:
可以直接作用于for循環的對象
1、集合資料類型:list,tuple,dict,set,str
2、generator:包括生成器和帶yield的生成器函數
疊代器Iterator:
可以被next()函數調用,并不斷傳回下一個值的對象
表示一個資料流,甚至是無窮大的資料流,如全體自然數
惰性計算
from collections import Iterable
from collections import Iterator
# 可疊代對象
print(isinstance([1,2,3],Iterable)) # True
print(isinstance((1,2,3),Iterable)) # True
print(isinstance({"one": 1,"two": 2,"three": 3},Iterable)) # True
print(isinstance({1,2,3},Iterable)) # True
print(isinstance("abc",Iterable)) # True
print(isinstance((x for x in range(10)),Iterable)) # True
print(isinstance(100,Iterable)) # False
# 疊代器
print(isinstance((1,2,3),Iterator)) # False
print(isinstance({"one": 1,"two": 2,"three": 3},Iterator)) # False
print(isinstance({1,2,3},Iterator)) # False
print(isinstance("abc",Iterator)) # False
print(isinstance((x for x in range(10)),Iterator)) # True
print(isinstance(100,Iterator)) # False
# 可疊代對象 --> 疊代器
print(isinstance(iter([1,2,3]),Iterable)) # True
print(isinstance(iter((1,2,3)),Iterator)) # True
print(isinstance(iter({"one": 1,"two": 2,"three": 3}),Iterator)) # True
print(isinstance(iter({1,2,3}),Iterator)) # True
print(isinstance(iter("abc"),Iterator)) # True
# 例如
lst = [1, 2, 3, 4, 5, 6]
it = iter(lst) # 轉為Iterator
while True:
try:
print(next(it)) # 通過next方法逐個調用
except StopIteration as e:
break
"""OUT:
1
2
3
4
5
6
"""