python
from toolz import filter, groupby, map
data = [1, 2, 3, 4, 5, 6, 7, 8, 9, 10]
filtered_data = list(filter(lambda x: x % 2 == 0, data))
grouped_data = groupby(lambda x: x % 2, data)
mapped_data = list(map(lambda x: x * 2, data))
python
from toolz import compose, curry, memoize
def add(a, b):
return a + b
def multiply(a, b):
return a * b
composed_func = compose(multiply, add)
curried_func = curry(add)
memoized_func = memoize(add)
python
from toolz import thread_last
def add(a, b):
return a + b
def multiply(a, b):
return a * b
def square(num):
return num ** 2
data = [1, 2, 3, 4, 5, 6, 7, 8, 9, 10]
result = thread_last(data,
(filter, lambda x: x % 2 == 0),
(map, square),
(map, curry(add)(5)),
(map, curry(multiply)(2))
)
print(result)
