solry / nparallel

Easy-to-use concurrent.futures wrapper

nparallel

Easy-to-use concurrent.futures wrapper

Allows to create parallel threads or processes for:

1. Funtions call:

   def thread(function, inputs, *args, **kwargs)

   def process(function, inputs, *args, **kwargs)

   inputs:

   function:   function object    
   inputs:     any iterator that will be passed as first argument to function call
   *args:      positional args that will be passed to function call
   **kwargs:   keyword args that will be passed to function call
   

   outputs:

   output:     list with result of functions execution
   

2. Objects method call:

   def othread(method, objects, *args, **kwargs)

   def oprocess(method, objects, *args, **kwargs)

   inputs:

   method:     method name
   objects:    any iterator with objects
   *args:      positional args that will be passed to method call
   **kwargs:   keyword args that will be passed to method call
   

   outputs:

   output:     list with result of methods execution
   

Example:

    import nparallel
    
    def some_func(pos_arg, keyword_arg):
        return pos_arg, keyword_arg
        
    list_of_args = ['1','2','3']
    
    nparallel.thread(some_func, list_of_args, keyword_arg='this is kwarg')

    Out[7]: [('3', 'this is kwarg'), ('1', 'this is kwarg'), ('2', 'this is kwarg')]