circuitbreaker.CircuitBreaker.__call_failed() - Code Metrics - fabfuel/circuitbreaker - Measure and Improve Code Quality continuously with Scrutinizer

circuitbreaker.CircuitBreaker.__call_failed() A
last analyzed 2022-01-17 14:00 UTC

↳ Parent: circuitbreaker

Complexity

Conditions

Size

Total Lines	8
Code Lines	5

Duplication

Lines	0
Ratio	0 %

Code Coverage

Tests	5
CRAP Score	2

Importance

Changes

Metric	Value
cc	2
eloc	5
nop	1
dl	0
loc	8
rs	10
c	0
b	0
f	0
ccs	5
cts	5
cp	1
crap	2

# -*- coding: utf-8 -*-
from __future__ import unicode_literals
from __future__ import division
from __future__ import print_function
from __future__ import absolute_import

from functools import wraps
from datetime import datetime, timedelta
from inspect import isgeneratorfunction
from typing import AnyStr, Iterable
from math import ceil, floor

try:
  from time import monotonic
except ImportError:
  from monotonic import monotonic

STATE_CLOSED = 'closed'
STATE_OPEN = 'open'
STATE_HALF_OPEN = 'half_open'


class CircuitBreaker(object):
    FAILURE_THRESHOLD = 5
    RECOVERY_TIMEOUT = 30
    EXPECTED_EXCEPTION = Exception
    FALLBACK_FUNCTION = None

    def __init__(self,
                 failure_threshold=None,
                 recovery_timeout=None,
                 expected_exception=None,
                 name=None,
                 fallback_function=None):
        self._last_failure = None
        self._failure_count = 0
        self._failure_threshold = failure_threshold or self.FAILURE_THRESHOLD
        self._recovery_timeout = recovery_timeout or self.RECOVERY_TIMEOUT
        self._expected_exception = expected_exception or self.EXPECTED_EXCEPTION
        self._fallback_function = fallback_function or self.FALLBACK_FUNCTION
        self._name = name
        self._state = STATE_CLOSED
        self._opened = monotonic()

    def __call__(self, wrapped):
        return self.decorate(wrapped)

    def __enter__(self):
        return None

    def __exit__(self, exc_type, exc_value, _traceback):
        if exc_type and issubclass(exc_type, self._expected_exception):
            # exception was raised and is our concern
            self._last_failure = exc_value
            self.__call_failed()
        else:
            self.__call_succeeded()
        return False  # return False to raise exception if any

    def decorate(self, function):
        """
        Applies the circuit breaker to a function
        """
        if self._name is None:
            self._name = function.__name__

        CircuitBreakerMonitor.register(self)

        if isgeneratorfunction(function):
            call = self.call_generator
        else:
            call = self.call

        @wraps(function)
        def wrapper(*args, **kwargs):
            if self.opened:
                if self.fallback_function:
                    return self.fallback_function(*args, **kwargs)
                raise CircuitBreakerError(self)
            return call(function, *args, **kwargs)

        return wrapper

    def call(self, func, *args, **kwargs):
        """
        Calls the decorated function and applies the circuit breaker
        rules on success or failure
        :param func: Decorated function
        """
        with self:
            return func(*args, **kwargs)

    def call_generator(self, func, *args, **kwargs):
        """
        Calls the decorated generator function and applies the circuit breaker
        rules on success or failure
        :param func: Decorated generator function
        """
        with self:
            for el in func(*args, **kwargs):
                yield el

    def __call_succeeded(self):
        """
        Close circuit after successful execution and reset failure count
        """
        self._state = STATE_CLOSED
        self._last_failure = None
        self._failure_count = 0

    def __call_failed(self):
        """
        Count failure and open circuit, if threshold has been reached
        """
        self._failure_count += 1
        if self._failure_count >= self._failure_threshold:
            self._state = STATE_OPEN
            self._opened = monotonic()

    @property
    def state(self):
        if self._state == STATE_OPEN and self.open_remaining <= 0:
            return STATE_HALF_OPEN
        return self._state

    @property
    def open_until(self):
        """
        The approximate datetime when the circuit breaker will try to recover
        :return: datetime
        """
        return datetime.utcnow() + timedelta(seconds=self.open_remaining)

    @property
    def open_remaining(self):
        """
        Number of seconds remaining, the circuit breaker stays in OPEN state
        :return: int
        """
        remain = (self._opened + self._recovery_timeout) - monotonic()
        return ceil(remain) if remain > 0 else floor(remain)

    @property
    def failure_count(self):
        return self._failure_count

    @property
    def closed(self):
        return self.state == STATE_CLOSED

    @property
    def opened(self):
        return self.state == STATE_OPEN

    @property
    def name(self):
        return self._name

    @property
    def last_failure(self):
        return self._last_failure

    @property
    def fallback_function(self):
        return self._fallback_function

    def __str__(self, *args, **kwargs):
        return self._name


class CircuitBreakerError(Exception):
    def __init__(self, circuit_breaker, *args, **kwargs):
        """
        :param circuit_breaker:
        :param args:
        :param kwargs:
        :return:
        """
        super(CircuitBreakerError, self).__init__(*args, **kwargs)
        self._circuit_breaker = circuit_breaker

    def __str__(self, *args, **kwargs):
        return 'Circuit "%s" OPEN until %s (%d failures, %d sec remaining) (last_failure: %r)' % (
            self._circuit_breaker.name,
            self._circuit_breaker.open_until,
            self._circuit_breaker.failure_count,
            round(self._circuit_breaker.open_remaining),
            self._circuit_breaker.last_failure,
        )


class CircuitBreakerMonitor(object):
    circuit_breakers = {}

    @classmethod
    def register(cls, circuit_breaker):
        cls.circuit_breakers[circuit_breaker.name] = circuit_breaker

    @classmethod
    def all_closed(cls):
        # type: () -> bool
        return len(list(cls.get_open())) == 0

    @classmethod
    def get_circuits(cls):
        # type: () -> Iterable[CircuitBreaker]
        return cls.circuit_breakers.values()

    @classmethod
    def get(cls, name):
        # type: (AnyStr) -> CircuitBreaker
        return cls.circuit_breakers.get(name)

    @classmethod
    def get_open(cls):
        # type: () -> Iterable[CircuitBreaker]
        for circuit in cls.get_circuits():
            if circuit.opened:
                yield circuit

    @classmethod
    def get_closed(cls):
        # type: () -> Iterable[CircuitBreaker]
        for circuit in cls.get_circuits():
            if circuit.closed:
                yield circuit


def circuit(failure_threshold=None,
            recovery_timeout=None,
            expected_exception=None,
            name=None,
            fallback_function=None,
            cls=CircuitBreaker):

    # if the decorator is used without parameters, the
    # wrapped function is provided as first argument
    if callable(failure_threshold):
        return cls().decorate(failure_threshold)
    else:
        return cls(
            failure_threshold=failure_threshold,
            recovery_timeout=recovery_timeout,
            expected_exception=expected_exception,
            name=name,
            fallback_function=fallback_function)


1		# -- coding: utf-8 --
2	1	from __future__ import unicode_literals
3	1	from __future__ import division
4	1	from __future__ import print_function
5	1	from __future__ import absolute_import
6
7	1	from functools import wraps
8	1	from datetime import datetime, timedelta
9	1	from inspect import isgeneratorfunction
10	1	from typing import AnyStr, Iterable
11	1	from math import ceil, floor
12
13	1	try:
14	1	from time import monotonic
15	1	except ImportError:
16	1	from monotonic import monotonic
17
18	1	STATE_CLOSED = 'closed'
19	1	STATE_OPEN = 'open'
20	1	STATE_HALF_OPEN = 'half_open'
21
22
23	1	class CircuitBreaker(object):
24	1	FAILURE_THRESHOLD = 5
25	1	RECOVERY_TIMEOUT = 30
26	1	EXPECTED_EXCEPTION = Exception
27	1	FALLBACK_FUNCTION = None
28
29	1	def __init__(self,
30		failure_threshold=None,
31		recovery_timeout=None,
32		expected_exception=None,
33		name=None,
34		fallback_function=None):
35	1	self._last_failure = None
36	1	self._failure_count = 0
37	1	self._failure_threshold = failure_threshold or self.FAILURE_THRESHOLD
38	1	self._recovery_timeout = recovery_timeout or self.RECOVERY_TIMEOUT
39	1	self._expected_exception = expected_exception or self.EXPECTED_EXCEPTION
40	1	self._fallback_function = fallback_function or self.FALLBACK_FUNCTION
41	1	self._name = name
42	1	self._state = STATE_CLOSED
43	1	self._opened = monotonic()
44
45	1	def __call__(self, wrapped):
46	1	return self.decorate(wrapped)
47
48	1	def __enter__(self):
49	1	return None
50
51	1	def __exit__(self, exc_type, exc_value, _traceback):
52	1	if exc_type and issubclass(exc_type, self._expected_exception):
53		# exception was raised and is our concern
54	1	self._last_failure = exc_value
55	1	self.__call_failed()
56		else:
57	1	self.__call_succeeded()
58	1	return False # return False to raise exception if any
59
60	1	def decorate(self, function):
61		"""
62		Applies the circuit breaker to a function
63		"""
64	1	if self._name is None:
65	1	self._name = function.__name__
66
67	1	CircuitBreakerMonitor.register(self)
68
69	1	if isgeneratorfunction(function):
70	1	call = self.call_generator
71		else:
72	1	call = self.call
73
74	1	@wraps(function)
75		def wrapper(args, *kwargs):
76	1	if self.opened:
77	1	if self.fallback_function:
78	1	return self.fallback_function(args, *kwargs)
79	1	raise CircuitBreakerError(self)
80	1	return call(function, args, *kwargs)
81
82	1	return wrapper
83
84	1	def call(self, func, args, *kwargs):
85		"""
86		Calls the decorated function and applies the circuit breaker
87		rules on success or failure
88		:param func: Decorated function
89		"""
90	1	with self:
91	1	return func(args, *kwargs)
92
93	1	def call_generator(self, func, args, *kwargs):
94		"""
95		Calls the decorated generator function and applies the circuit breaker
96		rules on success or failure
97		:param func: Decorated generator function
98		"""
99	1	with self:
100	1	for el in func(args, *kwargs):
101	1	yield el
102
103	1	def __call_succeeded(self):
104		"""
105		Close circuit after successful execution and reset failure count
106		"""
107	1	self._state = STATE_CLOSED
108	1	self._last_failure = None
109	1	self._failure_count = 0
110
111	1	def __call_failed(self):
112		"""
113		Count failure and open circuit, if threshold has been reached
114		"""
115	1	self._failure_count += 1
116	1	if self._failure_count >= self._failure_threshold:
117	1	self._state = STATE_OPEN
118	1	self._opened = monotonic()
119
120	1	@property
121		def state(self):
122	1	if self._state == STATE_OPEN and self.open_remaining <= 0:
123	1	return STATE_HALF_OPEN
124	1	return self._state
125
126	1	@property
127		def open_until(self):
128		"""
129		The approximate datetime when the circuit breaker will try to recover
130		:return: datetime
131		"""
132	1	return datetime.utcnow() + timedelta(seconds=self.open_remaining)
133
134	1	@property
135		def open_remaining(self):
136		"""
137		Number of seconds remaining, the circuit breaker stays in OPEN state
138		:return: int
139		"""
140	1	remain = (self._opened + self._recovery_timeout) - monotonic()
141	1	return ceil(remain) if remain > 0 else floor(remain)
142
143	1	@property
144		def failure_count(self):
145	1	return self._failure_count
146
147	1	@property
148		def closed(self):
149	1	return self.state == STATE_CLOSED
150
151	1	@property
152		def opened(self):
153	1	return self.state == STATE_OPEN
154
155	1	@property
156		def name(self):
157	1	return self._name
158
159	1	@property
160		def last_failure(self):
161	1	return self._last_failure
162
163	1	@property
164		def fallback_function(self):
165	1	return self._fallback_function
166
167	1	def __str__(self, args, *kwargs):
168	1	return self._name
169
170
171	1	class CircuitBreakerError(Exception):
172	1	def __init__(self, circuit_breaker, args, *kwargs):
173		"""
174		:param circuit_breaker:
175		:param args:
176		:param kwargs:
177		:return:
178		"""
179	1	super(CircuitBreakerError, self).__init__(args, *kwargs)
180	1	self._circuit_breaker = circuit_breaker
181
182	1	def __str__(self, args, *kwargs):
183	1	return 'Circuit "%s" OPEN until %s (%d failures, %d sec remaining) (last_failure: %r)' % (
184		self._circuit_breaker.name,
185		self._circuit_breaker.open_until,
186		self._circuit_breaker.failure_count,
187		round(self._circuit_breaker.open_remaining),
188		self._circuit_breaker.last_failure,
189		)
190
191
192	1	class CircuitBreakerMonitor(object):
193	1	circuit_breakers = {}
194
195	1	@classmethod
196		def register(cls, circuit_breaker):
197	1	cls.circuit_breakers[circuit_breaker.name] = circuit_breaker
198
199	1	@classmethod
200		def all_closed(cls):
201		# type: () -> bool
202	1	return len(list(cls.get_open())) == 0
203
204	1	@classmethod
205		def get_circuits(cls):
206		# type: () -> Iterable[CircuitBreaker]
207	1	return cls.circuit_breakers.values()
208
209	1	@classmethod
210		def get(cls, name):
211		# type: (AnyStr) -> CircuitBreaker
212	1	return cls.circuit_breakers.get(name)
213
214	1	@classmethod
215		def get_open(cls):
216		# type: () -> Iterable[CircuitBreaker]
217	1	for circuit in cls.get_circuits():
218	1	if circuit.opened:
219	1	yield circuit
220
221	1	@classmethod
222		def get_closed(cls):
223		# type: () -> Iterable[CircuitBreaker]
224	1	for circuit in cls.get_circuits():
225	1	if circuit.closed:
226	1	yield circuit
227
228
229	1	def circuit(failure_threshold=None,
230		recovery_timeout=None,
231		expected_exception=None,
232		name=None,
233		fallback_function=None,
234		cls=CircuitBreaker):
235
236		# if the decorator is used without parameters, the
237		# wrapped function is provided as first argument
238	1	if callable(failure_threshold):
239	1	return cls().decorate(failure_threshold)
240		else:
241	1	return cls(
242		failure_threshold=failure_threshold,
243		recovery_timeout=recovery_timeout,
244		expected_exception=expected_exception,
245		name=name,
246		fallback_function=fallback_function)
247

fabfuel / circuitbreaker

circuitbreaker.CircuitBreaker.__call_failed() A last analyzed 2022-01-17 14:00 UTC

Complexity

Size

Duplication

Code Coverage

Importance

Duplication Side-by-Side

Filter issues like

circuitbreaker.CircuitBreaker.__call_failed() A
last analyzed 2022-01-17 14:00 UTC