Explain backpressure.
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mediumSystem Design
What is backpressure and how do you handle it?
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01
Understand the problem
backpressure
02
Attempt it yourself
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03
Study the solution
Step 1: Outline use cases and constraints
Gather requirements and scope the problem. Ask questions to clarify use cases and constraints. Discuss assumptions.
Use cases
We'll scope the problem to handle only the following use cases
- User needs to understand
backpressureto make architecture deci
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04
Read the code
Bounded queue applies backpressure
Run Playgroundimport queue, threading, time
q = queue.Queue(maxsize=3) # bounded -> put() blocks when full
def consumer():
while True:
job = q.get()
if job is None:
break
print(" processing", job)
time.sleep(0.04) # slow worker
q.task_done()
threading.Thread(target=consumer, daemon=True).start()
for i in range(1, 7):
q.put(i) # BLOCKS when full -> natural backpressure
print("enqueued", i)
q.join()
print("done")05
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