test map,reduce,findall

import random
from functools import reduce 
import re


# the sum of number array
def sum(num_arr):
    sum = reduce(lambda x,y:x+y,num_arr,0);
    return sum

print(sum(range(1,11)))

# findall

# return the matched str
num_in_str = re.findall(r'\d+','123ssdf2323')
print(num_in_str)

# return group one in capture str
capture_group_one = re.findall(r"[^:：\s]+[:：]([^\s]+)","稿源：央视网 编辑：孙佩 发布时间：2017-09-15 15:31")
print(capture_group_one)

# return tuple array of groups in capture str
tuple_of_capture_groups = re.findall(r"([^:：\s]+)[:：]([^\s]+)","稿源：央视网 编辑：孙佩 发布时间：2017-09-15 15:31")
print(tuple_of_capture_groups)

# get keys of tuple array
keys = list(map(lambda kv:kv[0],tuple_of_capture_groups))
print(keys)

# filter number
not_num = list(filter(lambda key:not key.isdigit(),keys))
print(not_num)