sortingx-1.2.3

download:

!pip install sortingx==1.2.3 # in jupyter
pip install sortingx==1.2.3 # in cmd

fix bug: (making no use of reverse has no impact on the sorting of such issue)

import sortingx as six 
data = [['Jack', (98, 100)], ['Bob', (98, 99)], ['Jessi', (98, 97)]]
result = sorted(data, key=lambda x: x[1][0], reverse=True) 
output = six.bubble(data, key=lambda x: x[1][0], reverse=True) 

'''
True
'''

most use:

import sortingx as six
data = [('Alex', 100, 90, 98, 95), ('Jack', 97, 88, 98, 92), ('Peter', 92, 95, 92, 96), ('Li', 97, 89, 98, 92)] # list
result = sorted(data, key=lambda x: (x[0], x[1]), reverse=True) # data will be deepcopyed in sorted.
output = six.bubble(data, key=lambda x: (x[0], x[1]), reverse=True)
print(output == result, data == result) # `output` is the return value of `data`.

'''
True, True
'''

more cases (when data is not list type, it will be converted to list. data remains its type.):

import sortingx as six
data = (('Alex', 100, 90, 98, 95), ('Jack', 97, 88, 98, 92), ('Peter', 92, 95, 92, 96), ('Li', 97, 89, 98, 92)) # tuple
# data = {('Alex', 100, 90, 98, 95), ('Jack', 97, 88, 98, 92), ('Peter', 92, 95, 92, 96), ('Li', 97, 89, 98, 92)} # set
output = six.bubble(data, key=lambda x: (x[0], x[1]), reverse=True)
result = sorted(data, key=lambda x: (x[0], x[1]), reverse=True)
print(output == result)

'''
True
'''

The current version support the dict, dict_keys, dict_values, dict_items:

import sortingx as six
zero = {'Alex': 100, 'Jack': 97,  'Peter': 88, 'Li': 98}
one = six.bubble(zero) # dict (sort by key, and return a list)
two = six.insert(zero.keys(), key=str.lower) # dict_keys
three = six.shell(zero.values()) # dict_values
four = six.heap(zero.items(), key=lambda x: x[0]) # sort by key
five = six.quick(zero.items(), key=lambda x: x[1]) # sort by value

some cases for str, range, zip:

import sortingx as six
str_ = six.bubble("barzilar_borwein") # str
range_l = six.merge(range(1 << 20), reverse=True) # long range
range_ = six.shell(range(6)) # range
zip_ = six.quick(zip([1, 2], [3, 4])) # zip