This is a generic package for parallelization using Threads and Processes

• pip install plmap

• Download the source : git clone https://github.com/brlohith/parallelization.git
• cd parallelization
• python setup.py install

def add(a, b):     # Function to be called parallely
    return a + b

input = [ [2, 3], [4, 5], [10, 11] ]  # Set of inputs to the add function

• Parallelization using Multi-Threading

      from plmap import plmapt
      errors, outputs = plmapt(add, input, [], 3, None) 

      errors :  [('0', 'None'), ('0', 'None'), ('0', 'None')]
      # [ ('<error_code>', '<error_description>') ..... ]
      
      outputs : [5, 9, 21]
      # [ <output for the first set of inputs>, <output for the second set of inputs> , ..... ]

• Parallelization using Multi-Processing

      from plmap import plmapp
      errors, outputs = plmapp(add, input, [], 3, None) 

      errors :  [('0', 'None'), ('0', 'None'), ('0', 'None')]
      # [ ('<error_code>', '<error_description>') ..... ]
      
      outputs : [5, 9, 21]
      # [ <output for the first set of inputs>, <output for the second set of inputs> , ..... ]