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mox.py
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mox.py
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#!/usr/bin/python2.4
#
# Copyright 2008 Google Inc.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicable law or agreed to in writing, software
# distributed under the License is distributed on an "AS IS" BASIS,
# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
# See the License for the specific language governing permissions and
# limitations under the License.
# This file is used for testing. The original is at:
# http://code.google.com/p/pymox/
"""Mox, an object-mocking framework for Python.
Mox works in the record-replay-verify paradigm. When you first create
a mock object, it is in record mode. You then programmatically set
the expected behavior of the mock object (what methods are to be
called on it, with what parameters, what they should return, and in
what order).
Once you have set up the expected mock behavior, you put it in replay
mode. Now the mock responds to method calls just as you told it to.
If an unexpected method (or an expected method with unexpected
parameters) is called, then an exception will be raised.
Once you are done interacting with the mock, you need to verify that
all the expected interactions occurred. (Maybe your code exited
prematurely without calling some cleanup method!) The verify phase
ensures that every expected method was called; otherwise, an exception
will be raised.
Suggested usage / workflow:
# Create Mox factory
my_mox = Mox()
# Create a mock data access object
mock_dao = my_mox.CreateMock(DAOClass)
# Set up expected behavior
mock_dao.RetrievePersonWithIdentifier('1').AndReturn(person)
mock_dao.DeletePerson(person)
# Put mocks in replay mode
my_mox.ReplayAll()
# Inject mock object and run test
controller.SetDao(mock_dao)
controller.DeletePersonById('1')
# Verify all methods were called as expected
my_mox.VerifyAll()
"""
from collections import deque
import re
import types
import unittest
import stubout
class Error(AssertionError):
"""Base exception for this module."""
pass
class ExpectedMethodCallsError(Error):
"""Raised when Verify() is called before all expected methods have been called
"""
def __init__(self, expected_methods):
"""Init exception.
Args:
# expected_methods: A sequence of MockMethod objects that should have been
# called.
expected_methods: [MockMethod]
Raises:
ValueError: if expected_methods contains no methods.
"""
if not expected_methods:
raise ValueError("There must be at least one expected method")
Error.__init__(self)
self._expected_methods = expected_methods
def __str__(self):
calls = "\n".join(["%3d. %s" % (i, m)
for i, m in enumerate(self._expected_methods)])
return "Verify: Expected methods never called:\n%s" % (calls,)
class UnexpectedMethodCallError(Error):
"""Raised when an unexpected method is called.
This can occur if a method is called with incorrect parameters, or out of the
specified order.
"""
def __init__(self, unexpected_method, expected):
"""Init exception.
Args:
# unexpected_method: MockMethod that was called but was not at the head of
# the expected_method queue.
# expected: MockMethod or UnorderedGroup the method should have
# been in.
unexpected_method: MockMethod
expected: MockMethod or UnorderedGroup
"""
Error.__init__(self)
self._unexpected_method = unexpected_method
self._expected = expected
def __str__(self):
return "Unexpected method call: %s. Expecting: %s" % \
(self._unexpected_method, self._expected)
class UnknownMethodCallError(Error):
"""Raised if an unknown method is requested of the mock object."""
def __init__(self, unknown_method_name):
"""Init exception.
Args:
# unknown_method_name: Method call that is not part of the mocked class's
# public interface.
unknown_method_name: str
"""
Error.__init__(self)
self._unknown_method_name = unknown_method_name
def __str__(self):
return "Method called is not a member of the object: %s" % \
self._unknown_method_name
class Mox(object):
"""Mox: a factory for creating mock objects."""
# A list of types that should be stubbed out with MockObjects (as
# opposed to MockAnythings).
_USE_MOCK_OBJECT = [types.ClassType, types.InstanceType, types.ModuleType,
types.ObjectType, types.TypeType]
def __init__(self):
"""Initialize a new Mox."""
self._mock_objects = []
self.stubs = stubout.StubOutForTesting()
def CreateMock(self, class_to_mock):
"""Create a new mock object.
Args:
# class_to_mock: the class to be mocked
class_to_mock: class
Returns:
MockObject that can be used as the class_to_mock would be.
"""
new_mock = MockObject(class_to_mock)
self._mock_objects.append(new_mock)
return new_mock
def CreateMockAnything(self):
"""Create a mock that will accept any method calls.
This does not enforce an interface.
"""
new_mock = MockAnything()
self._mock_objects.append(new_mock)
return new_mock
def ReplayAll(self):
"""Set all mock objects to replay mode."""
for mock_obj in self._mock_objects:
mock_obj._Replay()
def VerifyAll(self):
"""Call verify on all mock objects created."""
for mock_obj in self._mock_objects:
mock_obj._Verify()
def ResetAll(self):
"""Call reset on all mock objects. This does not unset stubs."""
for mock_obj in self._mock_objects:
mock_obj._Reset()
def StubOutWithMock(self, obj, attr_name, use_mock_anything=False):
"""Replace a method, attribute, etc. with a Mock.
This will replace a class or module with a MockObject, and everything else
(method, function, etc) with a MockAnything. This can be overridden to
always use a MockAnything by setting use_mock_anything to True.
Args:
obj: A Python object (class, module, instance, callable).
attr_name: str. The name of the attribute to replace with a mock.
use_mock_anything: bool. True if a MockAnything should be used regardless
of the type of attribute.
"""
attr_to_replace = getattr(obj, attr_name)
if type(attr_to_replace) in self._USE_MOCK_OBJECT and not use_mock_anything:
stub = self.CreateMock(attr_to_replace)
else:
stub = self.CreateMockAnything()
self.stubs.Set(obj, attr_name, stub)
def UnsetStubs(self):
"""Restore stubs to their original state."""
self.stubs.UnsetAll()
def Replay(*args):
"""Put mocks into Replay mode.
Args:
# args is any number of mocks to put into replay mode.
"""
for mock in args:
mock._Replay()
def Verify(*args):
"""Verify mocks.
Args:
# args is any number of mocks to be verified.
"""
for mock in args:
mock._Verify()
def Reset(*args):
"""Reset mocks.
Args:
# args is any number of mocks to be reset.
"""
for mock in args:
mock._Reset()
class MockAnything:
"""A mock that can be used to mock anything.
This is helpful for mocking classes that do not provide a public interface.
"""
def __init__(self):
""" """
self._Reset()
def __getattr__(self, method_name):
"""Intercept method calls on this object.
A new MockMethod is returned that is aware of the MockAnything's
state (record or replay). The call will be recorded or replayed
by the MockMethod's __call__.
Args:
# method name: the name of the method being called.
method_name: str
Returns:
A new MockMethod aware of MockAnything's state (record or replay).
"""
return self._CreateMockMethod(method_name)
def _CreateMockMethod(self, method_name):
"""Create a new mock method call and return it.
Args:
# method name: the name of the method being called.
method_name: str
Returns:
A new MockMethod aware of MockAnything's state (record or replay).
"""
return MockMethod(method_name, self._expected_calls_queue,
self._replay_mode)
def __nonzero__(self):
"""Return 1 for nonzero so the mock can be used as a conditional."""
return 1
def __eq__(self, rhs):
"""Provide custom logic to compare objects."""
return (isinstance(rhs, MockAnything) and
self._replay_mode == rhs._replay_mode and
self._expected_calls_queue == rhs._expected_calls_queue)
def __ne__(self, rhs):
"""Provide custom logic to compare objects."""
return not self == rhs
def _Replay(self):
"""Start replaying expected method calls."""
self._replay_mode = True
def _Verify(self):
"""Verify that all of the expected calls have been made.
Raises:
ExpectedMethodCallsError: if there are still more method calls in the
expected queue.
"""
# If the list of expected calls is not empty, raise an exception
if self._expected_calls_queue:
# The last MultipleTimesGroup is not popped from the queue.
if (len(self._expected_calls_queue) == 1 and
isinstance(self._expected_calls_queue[0], MultipleTimesGroup) and
self._expected_calls_queue[0].IsSatisfied()):
pass
else:
raise ExpectedMethodCallsError(self._expected_calls_queue)
def _Reset(self):
"""Reset the state of this mock to record mode with an empty queue."""
# Maintain a list of method calls we are expecting
self._expected_calls_queue = deque()
# Make sure we are in setup mode, not replay mode
self._replay_mode = False
class MockObject(MockAnything, object):
"""A mock object that simulates the public/protected interface of a class."""
def __init__(self, class_to_mock):
"""Initialize a mock object.
This determines the methods and properties of the class and stores them.
Args:
# class_to_mock: class to be mocked
class_to_mock: class
"""
# This is used to hack around the mixin/inheritance of MockAnything, which
# is not a proper object (it can be anything. :-)
MockAnything.__dict__['__init__'](self)
# Get a list of all the public and special methods we should mock.
self._known_methods = set()
self._known_vars = set()
self._class_to_mock = class_to_mock
for method in dir(class_to_mock):
if callable(getattr(class_to_mock, method)):
self._known_methods.add(method)
else:
self._known_vars.add(method)
def __getattr__(self, name):
"""Intercept attribute request on this object.
If the attribute is a public class variable, it will be returned and not
recorded as a call.
If the attribute is not a variable, it is handled like a method
call. The method name is checked against the set of mockable
methods, and a new MockMethod is returned that is aware of the
MockObject's state (record or replay). The call will be recorded
or replayed by the MockMethod's __call__.
Args:
# name: the name of the attribute being requested.
name: str
Returns:
Either a class variable or a new MockMethod that is aware of the state
of the mock (record or replay).
Raises:
UnknownMethodCallError if the MockObject does not mock the requested
method.
"""
if name in self._known_vars:
return getattr(self._class_to_mock, name)
if name in self._known_methods:
return self._CreateMockMethod(name)
raise UnknownMethodCallError(name)
def __eq__(self, rhs):
"""Provide custom logic to compare objects."""
return (isinstance(rhs, MockObject) and
self._class_to_mock == rhs._class_to_mock and
self._replay_mode == rhs._replay_mode and
self._expected_calls_queue == rhs._expected_calls_queue)
def __setitem__(self, key, value):
"""Provide custom logic for mocking classes that support item assignment.
Args:
key: Key to set the value for.
value: Value to set.
Returns:
Expected return value in replay mode. A MockMethod object for the
__setitem__ method that has already been called if not in replay mode.
Raises:
TypeError if the underlying class does not support item assignment.
UnexpectedMethodCallError if the object does not expect the call to
__setitem__.
"""
setitem = self._class_to_mock.__dict__.get('__setitem__', None)
# Verify the class supports item assignment.
if setitem is None:
raise TypeError('object does not support item assignment')
# If we are in replay mode then simply call the mock __setitem__ method.
if self._replay_mode:
return MockMethod('__setitem__', self._expected_calls_queue,
self._replay_mode)(key, value)
# Otherwise, create a mock method __setitem__.
return self._CreateMockMethod('__setitem__')(key, value)
def __getitem__(self, key):
"""Provide custom logic for mocking classes that are subscriptable.
Args:
key: Key to return the value for.
Returns:
Expected return value in replay mode. A MockMethod object for the
__getitem__ method that has already been called if not in replay mode.
Raises:
TypeError if the underlying class is not subscriptable.
UnexpectedMethodCallError if the object does not expect the call to
__setitem__.
"""
getitem = self._class_to_mock.__dict__.get('__getitem__', None)
# Verify the class supports item assignment.
if getitem is None:
raise TypeError('unsubscriptable object')
# If we are in replay mode then simply call the mock __getitem__ method.
if self._replay_mode:
return MockMethod('__getitem__', self._expected_calls_queue,
self._replay_mode)(key)
# Otherwise, create a mock method __getitem__.
return self._CreateMockMethod('__getitem__')(key)
def __call__(self, *params, **named_params):
"""Provide custom logic for mocking classes that are callable."""
# Verify the class we are mocking is callable
callable = self._class_to_mock.__dict__.get('__call__', None)
if callable is None:
raise TypeError('Not callable')
# Because the call is happening directly on this object instead of a method,
# the call on the mock method is made right here
mock_method = self._CreateMockMethod('__call__')
return mock_method(*params, **named_params)
@property
def __class__(self):
"""Return the class that is being mocked."""
return self._class_to_mock
class MockMethod(object):
"""Callable mock method.
A MockMethod should act exactly like the method it mocks, accepting parameters
and returning a value, or throwing an exception (as specified). When this
method is called, it can optionally verify whether the called method (name and
signature) matches the expected method.
"""
def __init__(self, method_name, call_queue, replay_mode):
"""Construct a new mock method.
Args:
# method_name: the name of the method
# call_queue: deque of calls, verify this call against the head, or add
# this call to the queue.
# replay_mode: False if we are recording, True if we are verifying calls
# against the call queue.
method_name: str
call_queue: list or deque
replay_mode: bool
"""
self._name = method_name
self._call_queue = call_queue
if not isinstance(call_queue, deque):
self._call_queue = deque(self._call_queue)
self._replay_mode = replay_mode
self._params = None
self._named_params = None
self._return_value = None
self._exception = None
self._side_effects = None
def __call__(self, *params, **named_params):
"""Log parameters and return the specified return value.
If the Mock(Anything/Object) associated with this call is in record mode,
this MockMethod will be pushed onto the expected call queue. If the mock
is in replay mode, this will pop a MockMethod off the top of the queue and
verify this call is equal to the expected call.
Raises:
UnexpectedMethodCall if this call is supposed to match an expected method
call and it does not.
"""
self._params = params
self._named_params = named_params
if not self._replay_mode:
self._call_queue.append(self)
return self
expected_method = self._VerifyMethodCall()
if expected_method._side_effects:
expected_method._side_effects(*params, **named_params)
if expected_method._exception:
raise expected_method._exception
return expected_method._return_value
def __getattr__(self, name):
"""Raise an AttributeError with a helpful message."""
raise AttributeError('MockMethod has no attribute "%s". '
'Did you remember to put your mocks in replay mode?' % name)
def _PopNextMethod(self):
"""Pop the next method from our call queue."""
try:
return self._call_queue.popleft()
except IndexError:
raise UnexpectedMethodCallError(self, None)
def _VerifyMethodCall(self):
"""Verify the called method is expected.
This can be an ordered method, or part of an unordered set.
Returns:
The expected mock method.
Raises:
UnexpectedMethodCall if the method called was not expected.
"""
expected = self._PopNextMethod()
# Loop here, because we might have a MethodGroup followed by another
# group.
while isinstance(expected, MethodGroup):
expected, method = expected.MethodCalled(self)
if method is not None:
return method
# This is a mock method, so just check equality.
if expected != self:
raise UnexpectedMethodCallError(self, expected)
return expected
def __str__(self):
params = ', '.join(
[repr(p) for p in self._params or []] +
['%s=%r' % x for x in sorted((self._named_params or {}).items())])
desc = "%s(%s) -> %r" % (self._name, params, self._return_value)
return desc
def __eq__(self, rhs):
"""Test whether this MockMethod is equivalent to another MockMethod.
Args:
# rhs: the right hand side of the test
rhs: MockMethod
"""
return (isinstance(rhs, MockMethod) and
self._name == rhs._name and
self._params == rhs._params and
self._named_params == rhs._named_params)
def __ne__(self, rhs):
"""Test whether this MockMethod is not equivalent to another MockMethod.
Args:
# rhs: the right hand side of the test
rhs: MockMethod
"""
return not self == rhs
def GetPossibleGroup(self):
"""Returns a possible group from the end of the call queue or None if no
other methods are on the stack.
"""
# Remove this method from the tail of the queue so we can add it to a group.
this_method = self._call_queue.pop()
assert this_method == self
# Determine if the tail of the queue is a group, or just a regular ordered
# mock method.
group = None
try:
group = self._call_queue[-1]
except IndexError:
pass
return group
def _CheckAndCreateNewGroup(self, group_name, group_class):
"""Checks if the last method (a possible group) is an instance of our
group_class. Adds the current method to this group or creates a new one.
Args:
group_name: the name of the group.
group_class: the class used to create instance of this new group
"""
group = self.GetPossibleGroup()
# If this is a group, and it is the correct group, add the method.
if isinstance(group, group_class) and group.group_name() == group_name:
group.AddMethod(self)
return self
# Create a new group and add the method.
new_group = group_class(group_name)
new_group.AddMethod(self)
self._call_queue.append(new_group)
return self
def InAnyOrder(self, group_name="default"):
"""Move this method into a group of unordered calls.
A group of unordered calls must be defined together, and must be executed
in full before the next expected method can be called. There can be
multiple groups that are expected serially, if they are given
different group names. The same group name can be reused if there is a
standard method call, or a group with a different name, spliced between
usages.
Args:
group_name: the name of the unordered group.
Returns:
self
"""
return self._CheckAndCreateNewGroup(group_name, UnorderedGroup)
def MultipleTimes(self, group_name="default"):
"""Move this method into group of calls which may be called multiple times.
A group of repeating calls must be defined together, and must be executed in
full before the next expected method can be called.
Args:
group_name: the name of the unordered group.
Returns:
self
"""
return self._CheckAndCreateNewGroup(group_name, MultipleTimesGroup)
def AndReturn(self, return_value):
"""Set the value to return when this method is called.
Args:
# return_value can be anything.
"""
self._return_value = return_value
return return_value
def AndRaise(self, exception):
"""Set the exception to raise when this method is called.
Args:
# exception: the exception to raise when this method is called.
exception: Exception
"""
self._exception = exception
def WithSideEffects(self, side_effects):
"""Set the side effects that are simulated when this method is called.
Args:
side_effects: A callable which modifies the parameters or other relevant
state which a given test case depends on.
Returns:
Self for chaining with AndReturn and AndRaise.
"""
self._side_effects = side_effects
return self
class Comparator:
"""Base class for all Mox comparators.
A Comparator can be used as a parameter to a mocked method when the exact
value is not known. For example, the code you are testing might build up a
long SQL string that is passed to your mock DAO. You're only interested that
the IN clause contains the proper primary keys, so you can set your mock
up as follows:
mock_dao.RunQuery(StrContains('IN (1, 2, 4, 5)')).AndReturn(mock_result)
Now whatever query is passed in must contain the string 'IN (1, 2, 4, 5)'.
A Comparator may replace one or more parameters, for example:
# return at most 10 rows
mock_dao.RunQuery(StrContains('SELECT'), 10)
or
# Return some non-deterministic number of rows
mock_dao.RunQuery(StrContains('SELECT'), IsA(int))
"""
def equals(self, rhs):
"""Special equals method that all comparators must implement.
Args:
rhs: any python object
"""
raise NotImplementedError('method must be implemented by a subclass.')
def __eq__(self, rhs):
return self.equals(rhs)
def __ne__(self, rhs):
return not self.equals(rhs)
class IsA(Comparator):
"""This class wraps a basic Python type or class. It is used to verify
that a parameter is of the given type or class.
Example:
mock_dao.Connect(IsA(DbConnectInfo))
"""
def __init__(self, class_name):
"""Initialize IsA
Args:
class_name: basic python type or a class
"""
self._class_name = class_name
def equals(self, rhs):
"""Check to see if the RHS is an instance of class_name.
Args:
# rhs: the right hand side of the test
rhs: object
Returns:
bool
"""
try:
return isinstance(rhs, self._class_name)
except TypeError:
# Check raw types if there was a type error. This is helpful for
# things like cStringIO.StringIO.
return type(rhs) == type(self._class_name)
def __repr__(self):
return str(self._class_name)
class IsAlmost(Comparator):
"""Comparison class used to check whether a parameter is nearly equal
to a given value. Generally useful for floating point numbers.
Example mock_dao.SetTimeout((IsAlmost(3.9)))
"""
def __init__(self, float_value, places=7):
"""Initialize IsAlmost.
Args:
float_value: The value for making the comparison.
places: The number of decimal places to round to.
"""
self._float_value = float_value
self._places = places
def equals(self, rhs):
"""Check to see if RHS is almost equal to float_value
Args:
rhs: the value to compare to float_value
Returns:
bool
"""
try:
return round(rhs-self._float_value, self._places) == 0
except TypeError:
# This is probably because either float_value or rhs is not a number.
return False
def __repr__(self):
return str(self._float_value)
class StrContains(Comparator):
"""Comparison class used to check whether a substring exists in a
string parameter. This can be useful in mocking a database with SQL
passed in as a string parameter, for example.
Example:
mock_dao.RunQuery(StrContains('IN (1, 2, 4, 5)')).AndReturn(mock_result)
"""
def __init__(self, search_string):
"""Initialize.
Args:
# search_string: the string you are searching for
search_string: str
"""
self._search_string = search_string
def equals(self, rhs):
"""Check to see if the search_string is contained in the rhs string.
Args:
# rhs: the right hand side of the test
rhs: object
Returns:
bool
"""
try:
return rhs.find(self._search_string) > -1
except Exception:
return False
def __repr__(self):
return '<str containing \'%s\'>' % self._search_string
class Regex(Comparator):
"""Checks if a string matches a regular expression.
This uses a given regular expression to determine equality.
"""
def __init__(self, pattern, flags=0):
"""Initialize.
Args:
# pattern is the regular expression to search for
pattern: str
# flags passed to re.compile function as the second argument
flags: int
"""
self.regex = re.compile(pattern, flags=flags)
def equals(self, rhs):
"""Check to see if rhs matches regular expression pattern.
Returns:
bool
"""
return self.regex.search(rhs) is not None
def __repr__(self):
s = '<regular expression \'%s\'' % self.regex.pattern
if self.regex.flags:
s += ', flags=%d' % self.regex.flags
s += '>'
return s
class In(Comparator):
"""Checks whether an item (or key) is in a list (or dict) parameter.
Example:
mock_dao.GetUsersInfo(In('expectedUserName')).AndReturn(mock_result)
"""
def __init__(self, key):
"""Initialize.
Args:
# key is any thing that could be in a list or a key in a dict
"""
self._key = key
def equals(self, rhs):
"""Check to see whether key is in rhs.
Args:
rhs: dict
Returns:
bool
"""
return self._key in rhs
def __repr__(self):
return '<sequence or map containing \'%s\'>' % self._key
class ContainsKeyValue(Comparator):
"""Checks whether a key/value pair is in a dict parameter.
Example:
mock_dao.UpdateUsers(ContainsKeyValue('stevepm', stevepm_user_info))
"""
def __init__(self, key, value):
"""Initialize.
Args:
# key: a key in a dict
# value: the corresponding value
"""
self._key = key
self._value = value
def equals(self, rhs):
"""Check whether the given key/value pair is in the rhs dict.
Returns:
bool
"""
try:
return rhs[self._key] == self._value
except Exception:
return False