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# -*- coding: utf-8 -*- |
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from __future__ import unicode_literals |
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from __future__ import division |
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from __future__ import print_function |
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from __future__ import absolute_import |
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from functools import wraps |
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from datetime import datetime |
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from typing import AnyStr, Iterable |
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import ctypes |
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import multiprocessing |
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from circuitbreaker.stats import ( |
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record_circuit_breaker_state, record_circuit_breaker_success_total, |
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record_circuit_breaker_failure_total) |
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STATE_CLOSED = b'closed' |
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STATE_OPEN = b'open' |
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STATE_HALF_OPEN = b'half-open' |
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EPOCH = datetime.utcfromtimestamp(0) |
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def unix_time_seconds(dt): |
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return (dt - EPOCH).total_seconds() |
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class CircuitBreaker(object): |
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FAILURE_THRESHOLD = 5 |
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RECOVERY_TIMEOUT = 30 |
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EXPECTED_EXCEPTION = Exception |
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def __init__(self, |
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failure_threshold=None, |
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recovery_timeout=None, |
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expected_exception=None, |
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name=None): |
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""" |
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:param failure_threshold: The minimum number of failures before opening circuit |
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:param recovery_timeout: The number of seconds to elapse before circuit |
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can be considered in HALF_OPEN state |
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:param expected_exception: Any exception expected from the external network call |
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:param name: The name of the circuit breaker |
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""" |
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self._lock = multiprocessing.RLock() |
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self._failure_count = multiprocessing.Value(ctypes.c_int, 0, lock=self._lock) |
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self._failure_threshold = failure_threshold or self.FAILURE_THRESHOLD |
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self._recovery_timeout = recovery_timeout or self.RECOVERY_TIMEOUT |
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self._expected_exception = expected_exception or self.EXPECTED_EXCEPTION |
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self._name = name |
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self._state = multiprocessing.Value(ctypes.c_char_p, STATE_CLOSED, lock=self._lock) |
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self._opened = multiprocessing.Value(ctypes.c_double, unix_time_seconds(datetime.utcnow()), lock=self._lock) |
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def __call__(self, wrapped): |
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return self.decorate(wrapped) |
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def decorate(self, function): |
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""" |
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Applies the circuit breaker to a function |
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""" |
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if self._name is None: |
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self._name = function.__name__ |
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CircuitBreakerMonitor.register(self) |
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@wraps(function) |
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def wrapper(*args, **kwargs): |
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return self.call(function, *args, **kwargs) |
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return wrapper |
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def call(self, func, *args, **kwargs): |
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""" |
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Calls the decorated function and applies the circuit breaker |
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rules on success or failure |
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:param func: Decorated function |
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""" |
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try: |
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if self.opened: |
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record_circuit_breaker_failure_total(self._name, self._state.value) |
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raise CircuitBreakerError(self) |
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try: |
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result = func(*args, **kwargs) |
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except self._expected_exception: |
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self.__call_failed() |
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raise |
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self.__call_succeeded() |
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return result |
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finally: |
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# Always record the last known state of the circuit breaker |
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record_circuit_breaker_state(self._name, self.state) |
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def __call_succeeded(self): |
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""" |
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Close circuit after successful execution and reset failure count |
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""" |
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# Record the state of circuit breaker when a successful remote call |
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# took place |
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record_circuit_breaker_success_total(self._name, self._state.value) |
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with self._lock: |
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self._state.value = STATE_CLOSED |
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self._failure_count.value = 0 |
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def __call_failed(self): |
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""" |
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Count failure and open circuit, if threshold has been reached |
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""" |
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# Record the state of circuit breaker when an unsuccessful remote call |
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# took place |
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record_circuit_breaker_failure_total(self._name, self._state.value) |
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with self._lock: |
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self._failure_count.value += 1 |
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if self._failure_count.value >= self._failure_threshold: |
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self._state.value = STATE_OPEN |
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self._opened.value = unix_time_seconds(datetime.utcnow()) |
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@property |
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def state(self): |
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if self._state.value == STATE_OPEN and self.open_remaining <= 0: |
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return STATE_HALF_OPEN |
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return self._state.value |
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@property |
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def open_until(self): |
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""" |
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The epoch of when the circuit breaker will try to recover |
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:return: epoch float |
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""" |
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return self._opened.value + self._recovery_timeout |
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@property |
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def open_remaining(self): |
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""" |
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Number of seconds remaining, the circuit breaker stays in OPEN state |
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:return: float |
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""" |
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return self.open_until - unix_time_seconds(datetime.utcnow()) |
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@property |
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def failure_count(self): |
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return self._failure_count.value |
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@property |
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def closed(self): |
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return self.state == STATE_CLOSED |
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@property |
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def opened(self): |
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return self.state == STATE_OPEN |
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@property |
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def name(self): |
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return self._name |
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def __str__(self, *args, **kwargs): |
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return self._name |
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class CircuitBreakerError(Exception): |
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def __init__(self, circuit_breaker, *args, **kwargs): |
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""" |
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:param circuit_breaker: |
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:param args: |
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:param kwargs: |
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:return: |
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""" |
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super(CircuitBreakerError, self).__init__(*args, **kwargs) |
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self._circuit_breaker = circuit_breaker |
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def __str__(self, *args, **kwargs): |
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return 'Circuit "%s" OPEN until %s (%d failures, %d sec remaining)' % ( |
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self._circuit_breaker.name, |
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self._circuit_breaker.open_until, |
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self._circuit_breaker.failure_count, |
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round(self._circuit_breaker.open_remaining) |
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) |
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class CircuitBreakerMonitor(object): |
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circuit_breakers = {} |
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@classmethod |
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def register(cls, circuit_breaker): |
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cls.circuit_breakers[circuit_breaker.name] = circuit_breaker |
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@classmethod |
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def all_closed(cls): |
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# type: () -> bool |
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return len(list(cls.get_open())) == 0 |
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@classmethod |
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def get_circuits(cls): |
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# type: () -> Iterable[CircuitBreaker] |
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return cls.circuit_breakers.values() |
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@classmethod |
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def get(cls, name): |
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# type: (AnyStr) -> CircuitBreaker |
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return cls.circuit_breakers.get(name) |
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@classmethod |
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def get_open(cls): |
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# type: () -> Iterable[CircuitBreaker] |
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for circuit in cls.get_circuits(): |
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if circuit.opened: |
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yield circuit |
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@classmethod |
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def get_closed(cls): |
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# type: () -> Iterable[CircuitBreaker] |
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for circuit in cls.get_circuits(): |
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if circuit.closed: |
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yield circuit |
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def circuit(failure_threshold=None, |
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recovery_timeout=None, |
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expected_exception=None, |
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name=None, |
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cls=CircuitBreaker): |
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# if the decorator is used without parameters, the |
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# wrapped function is provided as first argument |
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if callable(failure_threshold): |
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return cls().decorate(failure_threshold) |
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else: |
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return cls( |
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failure_threshold=failure_threshold, |
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recovery_timeout=recovery_timeout, |
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expected_exception=expected_exception, |
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name=name) |
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