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This Python code defines a CircuitBreaker class with configurable failure thresholds and timeouts, managing state transitions and callbacks for open, half-open, and closed states.
This Python module provides a CircuitBreaker class that helps in managing failures and timeouts gracefully using the circuit breaker pattern.
The CircuitBreaker class manages three states:
import time
import random
from datetime import datetime, timedelta
from typing import Callable, Optional
from pysafecircuit import CircuitBreaker
def example_function():
# Simulate some operation that may fail
if random.random() < 0.5:
return Exception("an error occurred")
return None
def main():
# Create a new circuit breaker with max_failures=3, timeout=5 seconds, pause_time=1 second, and max_consecutive_successes=2
cb = CircuitBreaker(max_failures=3, timeout=5, pause_time=1, max_consecutive_successes=2)
# Set up the callbacks
cb.set_on_open(lambda: print("Circuit breaker opened!"))
cb.set_on_close(lambda: print("Circuit breaker closed!"))
cb.set_on_half_open(lambda: print("Circuit breaker is half-open, trying again..."))
# Execute the function with circuit breaker protection
for i in range(20):
err = cb.execute(example_function)
if err:
print(f"Attempt {i+1} failed: {err}")
else:
print(f"Attempt {i+1} succeeded")
time.sleep(1) # Simulate some delay between attempts
if __name__ == "__main__":
main()
FAQs
This Python code defines a CircuitBreaker class with configurable failure thresholds and timeouts, managing state transitions and callbacks for open, half-open, and closed states.
We found that pysafecircuit demonstrated a healthy version release cadence and project activity because the last version was released less than a year ago. It has 1 open source maintainer collaborating on the project.
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