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Reader Writer Lock

Project description

ReaderWriterLock

This Python package addresses the reader-writer problems. It supports both multithreading and multiprocessing environment in Python.

The package is implemented based on a RLock and 2 Condition Variables

Refer to Wikipedia for full detail about reader-writer lock.

Installation

pip install reader-writer-locks

Usage

  1. Choose between the following option
Priority Policies option
Not specified 0
Reader priority 1
Writer priority 2
  1. Instantiate locks based on the chosen option
# in case of multithreading usage

from reader_writer_lock import MultithreadingFactory
rw = MultithreadingFactory(option)
r_lock = rw.get_read_lock()
w_lock = rw.get_write_lock()

# in case of multiprocessing usage

from reader_writer_lock import MultiprocessingFactory 
# same as multi threading cases
  1. Use the generated lock to protect critical sections Pythonic usage
with r_lock:
    # Read
with w_lock:
    # Write

Future work

  1. To avoid starvation problem. (As the Condition Object in Python does not work in FIFO manner)
  2. To add blocking & timeout interface, which follows the RLock interface

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