generic-decorators

generic-decorators

Generic Python Decorators for use in any project.

Install

generic-decorators is released to public PyPI - generic-decorators. It can be installed using this command:

pip install generic-decorators

Decorators

make_parallel

Summary: runs function in parallel instead of sequencial for loop.

Example

Parallel trigger of functions sample_function with 1 param list_of_post_ids using make_parallel decorator and equivalent sequential trigger using for loop.

def parallel_function_trigger():
    list_of_post_ids = list(range(1, 20))
    return make_parallel(sample_function)(list_of_post_ids)

#equivalent sequencial version
def serial_function_trigger():
    list_of_post_ids = list(range(1, 20))

    # Serial way of calling the function
    results = []
    for post_id in list_of_post_ids:
        res = sample_function(post_id)
        results.append(res)
    return results

You can use below timing decorator to compare time of above parallel and sequential versions.

make_parallel_processes

Description: Similar functionality like make_parallel but uses mulitprocessing instead of threading.

Example

def parallel_function_trigger():
    list_of_post_ids = list(range(1, 20))
    return make_parallel_processes(sample_function)(list_of_post_ids)

timing

Summary: calculate and print how much time function processing took.

Example

@timing
def sleep_n_seconds(n: int):
    time.sleep(n)

sleep_n_seconds(5)

It should print something like this (time can differ):

func:'sleep_n_seconds' args:[(5,), {}] took: 5.0047 sec

singleton

Summary: make class Singleton - class which will have max 1 instance created

Example

@singleton
class MyClass(object):
    """docstring for MyClass"""
    def __init__(self):
        pass

for i in range(0, 10):
    obj = MyClass()
    print(obj)

It should print something like this (all objects of class are the same):

<__main__.MyClass object at 0x7fc3bc38fc50>
<__main__.MyClass object at 0x7fc3bc38fc50>
<__main__.MyClass object at 0x7fc3bc38fc50>
<__main__.MyClass object at 0x7fc3bc38fc50>
<__main__.MyClass object at 0x7fc3bc38fc50>
<__main__.MyClass object at 0x7fc3bc38fc50>
<__main__.MyClass object at 0x7fc3bc38fc50>
<__main__.MyClass object at 0x7fc3bc38fc50>
<__main__.MyClass object at 0x7fc3bc38fc50>
<__main__.MyClass object at 0x7fc3bc38fc50>