Master-Level Programming Assignment with Solution: Get Expert Help Today!
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Master-Level Programming Assignment: Question & Solution
Below is a challenging programming problem along with a detailed solution provided by one of our expert coders.
Assignment Question:
Implement a multi-threaded program in Python that simulates a producer-consumer scenario using a bounded buffer. The producer should generate random integers and place them in a shared buffer, while the consumer should retrieve and process these numbers. Use threading and synchronization mechanisms to ensure proper coordination between the producer and consumer.
Solution:
import threading
import queue
import random
import time
# Shared buffer with a limited size
BUFFER_SIZE = 5
buffer = queue.Queue(BUFFER_SIZE)
# Producer function
def producer():
for _ in range(1: # Producing 10 items
num = random.randint(1, 10
buffer.put(num)
print(f'Produced: {num}'
time.sleep(random.uniform(0.1, 0.5))
# Consumer function
def consumer():
for _ in range(1: # Consuming 10 items
num = buffer.get()
print(f'Consumed: {num}'
time.sleep(random.uniform(0.1, 0.5))
# Creating threads
producer_thread = threading.Thread(target=producer)
consumer_thread = threading.Thread(target=consumer)
# Starting threads
producer_thread.start()
consumer_thread.start()
# Waiting for both threads to complete
producer_thread.join()
consumer_thread.join()
print("Processing Complete!"
Explanation of the Code:
A queue is used as a bounded buffer to store produced items.
The producer generates random integers and adds them to the buffer.
The consumer retrieves and processes the integers from the buffer.
We use threading to run the producer and consumer functions concurrently.
The time.sleep() function simulates real-world delays in production and consumption.
This type of assignment requires a deep understanding of multi-threading, synchronization, and inter-thread communication. If you ever find yourself struggling with such tasks, our experts are always ready to complete my programming assignment efficiently and correctly.
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