python/mock-1.0.0/html/getting-started.html@fc2d59ddac77
python/mock-1.0.0/html/getting-started.html
Wed, 31 Dec 2014 07:22:50 +0100
- author
- Michael Schloh von Bennewitz <michael@schloh.com>
- date
- Wed, 31 Dec 2014 07:22:50 +0100
- branch
- TOR_BUG_3246
- changeset 4
- fc2d59ddac77
- permissions
- -rw-r--r--
Correct previous dual key logic pending first delivery installment.
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53 <div class="section" id="getting-started-with-mock">
54 <h1>Getting Started with Mock<a class="headerlink" href="#getting-started-with-mock" title="Permalink to this headline">¶</a></h1>
55 <span class="target" id="getting-started"></span><span class="target" id="index-0"></span><div class="section" id="using-mock">
56 <h2>Using Mock<a class="headerlink" href="#using-mock" title="Permalink to this headline">¶</a></h2>
57 <div class="section" id="mock-patching-methods">
58 <h3>Mock Patching Methods<a class="headerlink" href="#mock-patching-methods" title="Permalink to this headline">¶</a></h3>
59 <p>Common uses for <tt class="xref py py-class docutils literal"><span class="pre">Mock</span></tt> objects include:</p>
60 <ul class="simple">
61 <li>Patching methods</li>
62 <li>Recording method calls on objects</li>
63 </ul>
64 <p>You might want to replace a method on an object to check that
65 it is called with the correct arguments by another part of the system:</p>
66 <div class="highlight-python"><div class="highlight"><pre><span class="gp">>>> </span><span class="n">real</span> <span class="o">=</span> <span class="n">SomeClass</span><span class="p">()</span>
67 <span class="gp">>>> </span><span class="n">real</span><span class="o">.</span><span class="n">method</span> <span class="o">=</span> <span class="n">MagicMock</span><span class="p">(</span><span class="n">name</span><span class="o">=</span><span class="s">'method'</span><span class="p">)</span>
68 <span class="gp">>>> </span><span class="n">real</span><span class="o">.</span><span class="n">method</span><span class="p">(</span><span class="mi">3</span><span class="p">,</span> <span class="mi">4</span><span class="p">,</span> <span class="mi">5</span><span class="p">,</span> <span class="n">key</span><span class="o">=</span><span class="s">'value'</span><span class="p">)</span>
69 <span class="go"><MagicMock name='method()' id='...'></span>
70 </pre></div>
71 </div>
72 <p>Once our mock has been used (<cite>real.method</cite> in this example) it has methods
73 and attributes that allow you to make assertions about how it has been used.</p>
74 <div class="admonition note">
75 <p class="first admonition-title">Note</p>
76 <p class="last">In most of these examples the <tt class="xref py py-class docutils literal"><span class="pre">Mock</span></tt> and <tt class="xref py py-class docutils literal"><span class="pre">MagicMock</span></tt> classes
77 are interchangeable. As the <cite>MagicMock</cite> is the more capable class it makes
78 a sensible one to use by default.</p>
79 </div>
80 <p>Once the mock has been called its <tt class="xref py py-attr docutils literal"><span class="pre">called</span></tt> attribute is set to
81 <cite>True</cite>. More importantly we can use the <tt class="xref py py-meth docutils literal"><span class="pre">assert_called_with()</span></tt> or
82 <tt class="xref py py-meth docutils literal"><span class="pre">assert_called_once_with()</span></tt> method to check that it was called with
83 the correct arguments.</p>
84 <p>This example tests that calling <cite>ProductionClass().method</cite> results in a call to
85 the <cite>something</cite> method:</p>
86 <div class="highlight-python"><div class="highlight"><pre><span class="gp">>>> </span><span class="kn">from</span> <span class="nn">mock</span> <span class="kn">import</span> <span class="n">MagicMock</span>
87 <span class="gp">>>> </span><span class="k">class</span> <span class="nc">ProductionClass</span><span class="p">(</span><span class="nb">object</span><span class="p">):</span>
88 <span class="gp">... </span> <span class="k">def</span> <span class="nf">method</span><span class="p">(</span><span class="bp">self</span><span class="p">):</span>
89 <span class="gp">... </span> <span class="bp">self</span><span class="o">.</span><span class="n">something</span><span class="p">(</span><span class="mi">1</span><span class="p">,</span> <span class="mi">2</span><span class="p">,</span> <span class="mi">3</span><span class="p">)</span>
90 <span class="gp">... </span> <span class="k">def</span> <span class="nf">something</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="n">a</span><span class="p">,</span> <span class="n">b</span><span class="p">,</span> <span class="n">c</span><span class="p">):</span>
91 <span class="gp">... </span> <span class="k">pass</span>
92 <span class="gp">...</span>
93 <span class="gp">>>> </span><span class="n">real</span> <span class="o">=</span> <span class="n">ProductionClass</span><span class="p">()</span>
94 <span class="gp">>>> </span><span class="n">real</span><span class="o">.</span><span class="n">something</span> <span class="o">=</span> <span class="n">MagicMock</span><span class="p">()</span>
95 <span class="gp">>>> </span><span class="n">real</span><span class="o">.</span><span class="n">method</span><span class="p">()</span>
96 <span class="gp">>>> </span><span class="n">real</span><span class="o">.</span><span class="n">something</span><span class="o">.</span><span class="n">assert_called_once_with</span><span class="p">(</span><span class="mi">1</span><span class="p">,</span> <span class="mi">2</span><span class="p">,</span> <span class="mi">3</span><span class="p">)</span>
97 </pre></div>
98 </div>
99 </div>
100 <div class="section" id="mock-for-method-calls-on-an-object">
101 <h3>Mock for Method Calls on an Object<a class="headerlink" href="#mock-for-method-calls-on-an-object" title="Permalink to this headline">¶</a></h3>
102 <p>In the last example we patched a method directly on an object to check that it
103 was called correctly. Another common use case is to pass an object into a
104 method (or some part of the system under test) and then check that it is used
105 in the correct way.</p>
106 <p>The simple <cite>ProductionClass</cite> below has a <cite>closer</cite> method. If it is called with
107 an object then it calls <cite>close</cite> on it.</p>
108 <div class="highlight-python"><div class="highlight"><pre><span class="gp">>>> </span><span class="k">class</span> <span class="nc">ProductionClass</span><span class="p">(</span><span class="nb">object</span><span class="p">):</span>
109 <span class="gp">... </span> <span class="k">def</span> <span class="nf">closer</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="n">something</span><span class="p">):</span>
110 <span class="gp">... </span> <span class="n">something</span><span class="o">.</span><span class="n">close</span><span class="p">()</span>
111 <span class="gp">...</span>
112 </pre></div>
113 </div>
114 <p>So to test it we need to pass in an object with a <cite>close</cite> method and check
115 that it was called correctly.</p>
116 <div class="highlight-python"><div class="highlight"><pre><span class="gp">>>> </span><span class="n">real</span> <span class="o">=</span> <span class="n">ProductionClass</span><span class="p">()</span>
117 <span class="gp">>>> </span><span class="n">mock</span> <span class="o">=</span> <span class="n">Mock</span><span class="p">()</span>
118 <span class="gp">>>> </span><span class="n">real</span><span class="o">.</span><span class="n">closer</span><span class="p">(</span><span class="n">mock</span><span class="p">)</span>
119 <span class="gp">>>> </span><span class="n">mock</span><span class="o">.</span><span class="n">close</span><span class="o">.</span><span class="n">assert_called_with</span><span class="p">()</span>
120 </pre></div>
121 </div>
122 <p>We don’t have to do any work to provide the ‘close’ method on our mock.
123 Accessing close creates it. So, if ‘close’ hasn’t already been called then
124 accessing it in the test will create it, but <tt class="xref py py-meth docutils literal"><span class="pre">assert_called_with()</span></tt>
125 will raise a failure exception.</p>
126 </div>
127 <div class="section" id="mocking-classes">
128 <h3>Mocking Classes<a class="headerlink" href="#mocking-classes" title="Permalink to this headline">¶</a></h3>
129 <p>A common use case is to mock out classes instantiated by your code under test.
130 When you patch a class, then that class is replaced with a mock. Instances
131 are created by <em>calling the class</em>. This means you access the “mock instance”
132 by looking at the return value of the mocked class.</p>
133 <p>In the example below we have a function <cite>some_function</cite> that instantiates <cite>Foo</cite>
134 and calls a method on it. The call to <cite>patch</cite> replaces the class <cite>Foo</cite> with a
135 mock. The <cite>Foo</cite> instance is the result of calling the mock, so it is configured
136 by modifying the mock <tt class="xref py py-attr docutils literal"><span class="pre">return_value</span></tt>.</p>
137 <div class="highlight-python"><div class="highlight"><pre><span class="gp">>>> </span><span class="k">def</span> <span class="nf">some_function</span><span class="p">():</span>
138 <span class="gp">... </span> <span class="n">instance</span> <span class="o">=</span> <span class="n">module</span><span class="o">.</span><span class="n">Foo</span><span class="p">()</span>
139 <span class="gp">... </span> <span class="k">return</span> <span class="n">instance</span><span class="o">.</span><span class="n">method</span><span class="p">()</span>
140 <span class="gp">...</span>
141 <span class="gp">>>> </span><span class="k">with</span> <span class="n">patch</span><span class="p">(</span><span class="s">'module.Foo'</span><span class="p">)</span> <span class="k">as</span> <span class="n">mock</span><span class="p">:</span>
142 <span class="gp">... </span> <span class="n">instance</span> <span class="o">=</span> <span class="n">mock</span><span class="o">.</span><span class="n">return_value</span>
143 <span class="gp">... </span> <span class="n">instance</span><span class="o">.</span><span class="n">method</span><span class="o">.</span><span class="n">return_value</span> <span class="o">=</span> <span class="s">'the result'</span>
144 <span class="gp">... </span> <span class="n">result</span> <span class="o">=</span> <span class="n">some_function</span><span class="p">()</span>
145 <span class="gp">... </span> <span class="k">assert</span> <span class="n">result</span> <span class="o">==</span> <span class="s">'the result'</span>
146 </pre></div>
147 </div>
148 </div>
149 <div class="section" id="naming-your-mocks">
150 <h3>Naming your mocks<a class="headerlink" href="#naming-your-mocks" title="Permalink to this headline">¶</a></h3>
151 <p>It can be useful to give your mocks a name. The name is shown in the repr of
152 the mock and can be helpful when the mock appears in test failure messages. The
153 name is also propagated to attributes or methods of the mock:</p>
154 <div class="highlight-python"><div class="highlight"><pre><span class="gp">>>> </span><span class="n">mock</span> <span class="o">=</span> <span class="n">MagicMock</span><span class="p">(</span><span class="n">name</span><span class="o">=</span><span class="s">'foo'</span><span class="p">)</span>
155 <span class="gp">>>> </span><span class="n">mock</span>
156 <span class="go"><MagicMock name='foo' id='...'></span>
157 <span class="gp">>>> </span><span class="n">mock</span><span class="o">.</span><span class="n">method</span>
158 <span class="go"><MagicMock name='foo.method' id='...'></span>
159 </pre></div>
160 </div>
161 </div>
162 <div class="section" id="tracking-all-calls">
163 <h3>Tracking all Calls<a class="headerlink" href="#tracking-all-calls" title="Permalink to this headline">¶</a></h3>
164 <p>Often you want to track more than a single call to a method. The
165 <tt class="xref py py-attr docutils literal"><span class="pre">mock_calls</span></tt> attribute records all calls
166 to child attributes of the mock - and also to their children.</p>
167 <div class="highlight-python"><div class="highlight"><pre><span class="gp">>>> </span><span class="n">mock</span> <span class="o">=</span> <span class="n">MagicMock</span><span class="p">()</span>
168 <span class="gp">>>> </span><span class="n">mock</span><span class="o">.</span><span class="n">method</span><span class="p">()</span>
169 <span class="go"><MagicMock name='mock.method()' id='...'></span>
170 <span class="gp">>>> </span><span class="n">mock</span><span class="o">.</span><span class="n">attribute</span><span class="o">.</span><span class="n">method</span><span class="p">(</span><span class="mi">10</span><span class="p">,</span> <span class="n">x</span><span class="o">=</span><span class="mi">53</span><span class="p">)</span>
171 <span class="go"><MagicMock name='mock.attribute.method()' id='...'></span>
172 <span class="gp">>>> </span><span class="n">mock</span><span class="o">.</span><span class="n">mock_calls</span>
173 <span class="go">[call.method(), call.attribute.method(10, x=53)]</span>
174 </pre></div>
175 </div>
176 <p>If you make an assertion about <cite>mock_calls</cite> and any unexpected methods
177 have been called, then the assertion will fail. This is useful because as well
178 as asserting that the calls you expected have been made, you are also checking
179 that they were made in the right order and with no additional calls:</p>
180 <p>You use the <tt class="xref py py-data docutils literal"><span class="pre">call</span></tt> object to construct lists for comparing with
181 <cite>mock_calls</cite>:</p>
182 <div class="highlight-python"><div class="highlight"><pre><span class="gp">>>> </span><span class="n">expected</span> <span class="o">=</span> <span class="p">[</span><span class="n">call</span><span class="o">.</span><span class="n">method</span><span class="p">(),</span> <span class="n">call</span><span class="o">.</span><span class="n">attribute</span><span class="o">.</span><span class="n">method</span><span class="p">(</span><span class="mi">10</span><span class="p">,</span> <span class="n">x</span><span class="o">=</span><span class="mi">53</span><span class="p">)]</span>
183 <span class="gp">>>> </span><span class="n">mock</span><span class="o">.</span><span class="n">mock_calls</span> <span class="o">==</span> <span class="n">expected</span>
184 <span class="go">True</span>
185 </pre></div>
186 </div>
187 </div>
188 <div class="section" id="setting-return-values-and-attributes">
189 <h3>Setting Return Values and Attributes<a class="headerlink" href="#setting-return-values-and-attributes" title="Permalink to this headline">¶</a></h3>
190 <p>Setting the return values on a mock object is trivially easy:</p>
191 <div class="highlight-python"><div class="highlight"><pre><span class="gp">>>> </span><span class="n">mock</span> <span class="o">=</span> <span class="n">Mock</span><span class="p">()</span>
192 <span class="gp">>>> </span><span class="n">mock</span><span class="o">.</span><span class="n">return_value</span> <span class="o">=</span> <span class="mi">3</span>
193 <span class="gp">>>> </span><span class="n">mock</span><span class="p">()</span>
194 <span class="go">3</span>
195 </pre></div>
196 </div>
197 <p>Of course you can do the same for methods on the mock:</p>
198 <div class="highlight-python"><div class="highlight"><pre><span class="gp">>>> </span><span class="n">mock</span> <span class="o">=</span> <span class="n">Mock</span><span class="p">()</span>
199 <span class="gp">>>> </span><span class="n">mock</span><span class="o">.</span><span class="n">method</span><span class="o">.</span><span class="n">return_value</span> <span class="o">=</span> <span class="mi">3</span>
200 <span class="gp">>>> </span><span class="n">mock</span><span class="o">.</span><span class="n">method</span><span class="p">()</span>
201 <span class="go">3</span>
202 </pre></div>
203 </div>
204 <p>The return value can also be set in the constructor:</p>
205 <div class="highlight-python"><div class="highlight"><pre><span class="gp">>>> </span><span class="n">mock</span> <span class="o">=</span> <span class="n">Mock</span><span class="p">(</span><span class="n">return_value</span><span class="o">=</span><span class="mi">3</span><span class="p">)</span>
206 <span class="gp">>>> </span><span class="n">mock</span><span class="p">()</span>
207 <span class="go">3</span>
208 </pre></div>
209 </div>
210 <p>If you need an attribute setting on your mock, just do it:</p>
211 <div class="highlight-python"><div class="highlight"><pre><span class="gp">>>> </span><span class="n">mock</span> <span class="o">=</span> <span class="n">Mock</span><span class="p">()</span>
212 <span class="gp">>>> </span><span class="n">mock</span><span class="o">.</span><span class="n">x</span> <span class="o">=</span> <span class="mi">3</span>
213 <span class="gp">>>> </span><span class="n">mock</span><span class="o">.</span><span class="n">x</span>
214 <span class="go">3</span>
215 </pre></div>
216 </div>
217 <p>Sometimes you want to mock up a more complex situation, like for example
218 <cite>mock.connection.cursor().execute(“SELECT 1”)</cite>. If we wanted this call to
219 return a list, then we have to configure the result of the nested call.</p>
220 <p>We can use <tt class="xref py py-data docutils literal"><span class="pre">call</span></tt> to construct the set of calls in a “chained call” like
221 this for easy assertion afterwards:</p>
222 <div class="highlight-python"><div class="highlight"><pre><span class="gp">>>> </span><span class="n">mock</span> <span class="o">=</span> <span class="n">Mock</span><span class="p">()</span>
223 <span class="gp">>>> </span><span class="n">cursor</span> <span class="o">=</span> <span class="n">mock</span><span class="o">.</span><span class="n">connection</span><span class="o">.</span><span class="n">cursor</span><span class="o">.</span><span class="n">return_value</span>
224 <span class="gp">>>> </span><span class="n">cursor</span><span class="o">.</span><span class="n">execute</span><span class="o">.</span><span class="n">return_value</span> <span class="o">=</span> <span class="p">[</span><span class="s">'foo'</span><span class="p">]</span>
225 <span class="gp">>>> </span><span class="n">mock</span><span class="o">.</span><span class="n">connection</span><span class="o">.</span><span class="n">cursor</span><span class="p">()</span><span class="o">.</span><span class="n">execute</span><span class="p">(</span><span class="s">"SELECT 1"</span><span class="p">)</span>
226 <span class="go">['foo']</span>
227 <span class="gp">>>> </span><span class="n">expected</span> <span class="o">=</span> <span class="n">call</span><span class="o">.</span><span class="n">connection</span><span class="o">.</span><span class="n">cursor</span><span class="p">()</span><span class="o">.</span><span class="n">execute</span><span class="p">(</span><span class="s">"SELECT 1"</span><span class="p">)</span><span class="o">.</span><span class="n">call_list</span><span class="p">()</span>
228 <span class="gp">>>> </span><span class="n">mock</span><span class="o">.</span><span class="n">mock_calls</span>
229 <span class="go">[call.connection.cursor(), call.connection.cursor().execute('SELECT 1')]</span>
230 <span class="gp">>>> </span><span class="n">mock</span><span class="o">.</span><span class="n">mock_calls</span> <span class="o">==</span> <span class="n">expected</span>
231 <span class="go">True</span>
232 </pre></div>
233 </div>
234 <p>It is the call to <cite>.call_list()</cite> that turns our call object into a list of
235 calls representing the chained calls.</p>
236 </div>
237 <div class="section" id="raising-exceptions-with-mocks">
238 <h3>Raising exceptions with mocks<a class="headerlink" href="#raising-exceptions-with-mocks" title="Permalink to this headline">¶</a></h3>
239 <p>A useful attribute is <tt class="xref py py-attr docutils literal"><span class="pre">side_effect</span></tt>. If you set this to an
240 exception class or instance then the exception will be raised when the mock
241 is called.</p>
242 <div class="highlight-python"><div class="highlight"><pre><span class="gp">>>> </span><span class="n">mock</span> <span class="o">=</span> <span class="n">Mock</span><span class="p">(</span><span class="n">side_effect</span><span class="o">=</span><span class="ne">Exception</span><span class="p">(</span><span class="s">'Boom!'</span><span class="p">))</span>
243 <span class="gp">>>> </span><span class="n">mock</span><span class="p">()</span>
244 <span class="gt">Traceback (most recent call last):</span>
245 <span class="c">...</span>
246 <span class="gr">Exception</span>: <span class="n">Boom!</span>
247 </pre></div>
248 </div>
249 </div>
250 <div class="section" id="side-effect-functions-and-iterables">
251 <h3>Side effect functions and iterables<a class="headerlink" href="#side-effect-functions-and-iterables" title="Permalink to this headline">¶</a></h3>
252 <p><cite>side_effect</cite> can also be set to a function or an iterable. The use case for
253 <cite>side_effect</cite> as an iterable is where your mock is going to be called several
254 times, and you want each call to return a different value. When you set
255 <cite>side_effect</cite> to an iterable every call to the mock returns the next value
256 from the iterable:</p>
257 <div class="highlight-python"><div class="highlight"><pre><span class="gp">>>> </span><span class="n">mock</span> <span class="o">=</span> <span class="n">MagicMock</span><span class="p">(</span><span class="n">side_effect</span><span class="o">=</span><span class="p">[</span><span class="mi">4</span><span class="p">,</span> <span class="mi">5</span><span class="p">,</span> <span class="mi">6</span><span class="p">])</span>
258 <span class="gp">>>> </span><span class="n">mock</span><span class="p">()</span>
259 <span class="go">4</span>
260 <span class="gp">>>> </span><span class="n">mock</span><span class="p">()</span>
261 <span class="go">5</span>
262 <span class="gp">>>> </span><span class="n">mock</span><span class="p">()</span>
263 <span class="go">6</span>
264 </pre></div>
265 </div>
266 <p>For more advanced use cases, like dynamically varying the return values
267 depending on what the mock is called with, <cite>side_effect</cite> can be a function.
268 The function will be called with the same arguments as the mock. Whatever the
269 function returns is what the call returns:</p>
270 <div class="highlight-python"><div class="highlight"><pre><span class="gp">>>> </span><span class="n">vals</span> <span class="o">=</span> <span class="p">{(</span><span class="mi">1</span><span class="p">,</span> <span class="mi">2</span><span class="p">):</span> <span class="mi">1</span><span class="p">,</span> <span class="p">(</span><span class="mi">2</span><span class="p">,</span> <span class="mi">3</span><span class="p">):</span> <span class="mi">2</span><span class="p">}</span>
271 <span class="gp">>>> </span><span class="k">def</span> <span class="nf">side_effect</span><span class="p">(</span><span class="o">*</span><span class="n">args</span><span class="p">):</span>
272 <span class="gp">... </span> <span class="k">return</span> <span class="n">vals</span><span class="p">[</span><span class="n">args</span><span class="p">]</span>
273 <span class="gp">...</span>
274 <span class="gp">>>> </span><span class="n">mock</span> <span class="o">=</span> <span class="n">MagicMock</span><span class="p">(</span><span class="n">side_effect</span><span class="o">=</span><span class="n">side_effect</span><span class="p">)</span>
275 <span class="gp">>>> </span><span class="n">mock</span><span class="p">(</span><span class="mi">1</span><span class="p">,</span> <span class="mi">2</span><span class="p">)</span>
276 <span class="go">1</span>
277 <span class="gp">>>> </span><span class="n">mock</span><span class="p">(</span><span class="mi">2</span><span class="p">,</span> <span class="mi">3</span><span class="p">)</span>
278 <span class="go">2</span>
279 </pre></div>
280 </div>
281 </div>
282 <div class="section" id="creating-a-mock-from-an-existing-object">
283 <h3>Creating a Mock from an Existing Object<a class="headerlink" href="#creating-a-mock-from-an-existing-object" title="Permalink to this headline">¶</a></h3>
284 <p>One problem with over use of mocking is that it couples your tests to the
285 implementation of your mocks rather than your real code. Suppose you have a
286 class that implements <cite>some_method</cite>. In a test for another class, you
287 provide a mock of this object that <em>also</em> provides <cite>some_method</cite>. If later
288 you refactor the first class, so that it no longer has <cite>some_method</cite> - then
289 your tests will continue to pass even though your code is now broken!</p>
290 <p><cite>Mock</cite> allows you to provide an object as a specification for the mock,
291 using the <cite>spec</cite> keyword argument. Accessing methods / attributes on the
292 mock that don’t exist on your specification object will immediately raise an
293 attribute error. If you change the implementation of your specification, then
294 tests that use that class will start failing immediately without you having to
295 instantiate the class in those tests.</p>
296 <div class="highlight-python"><div class="highlight"><pre><span class="gp">>>> </span><span class="n">mock</span> <span class="o">=</span> <span class="n">Mock</span><span class="p">(</span><span class="n">spec</span><span class="o">=</span><span class="n">SomeClass</span><span class="p">)</span>
297 <span class="gp">>>> </span><span class="n">mock</span><span class="o">.</span><span class="n">old_method</span><span class="p">()</span>
298 <span class="gt">Traceback (most recent call last):</span>
299 <span class="c">...</span>
300 <span class="gr">AttributeError</span>: <span class="n">object has no attribute 'old_method'</span>
301 </pre></div>
302 </div>
303 <p>If you want a stronger form of specification that prevents the setting
304 of arbitrary attributes as well as the getting of them then you can use
305 <cite>spec_set</cite> instead of <cite>spec</cite>.</p>
306 </div>
307 </div>
308 <div class="section" id="patch-decorators">
309 <h2>Patch Decorators<a class="headerlink" href="#patch-decorators" title="Permalink to this headline">¶</a></h2>
310 <div class="admonition note">
311 <p class="first admonition-title">Note</p>
312 <p class="last">With <cite>patch</cite> it matters that you patch objects in the namespace where they
313 are looked up. This is normally straightforward, but for a quick guide
314 read <a class="reference internal" href="patch.html#where-to-patch"><em>where to patch</em></a>.</p>
315 </div>
316 <p>A common need in tests is to patch a class attribute or a module attribute,
317 for example patching a builtin or patching a class in a module to test that it
318 is instantiated. Modules and classes are effectively global, so patching on
319 them has to be undone after the test or the patch will persist into other
320 tests and cause hard to diagnose problems.</p>
321 <p>mock provides three convenient decorators for this: <cite>patch</cite>, <cite>patch.object</cite> and
322 <cite>patch.dict</cite>. <cite>patch</cite> takes a single string, of the form
323 <cite>package.module.Class.attribute</cite> to specify the attribute you are patching. It
324 also optionally takes a value that you want the attribute (or class or
325 whatever) to be replaced with. ‘patch.object’ takes an object and the name of
326 the attribute you would like patched, plus optionally the value to patch it
327 with.</p>
328 <p><cite>patch.object</cite>:</p>
329 <div class="highlight-python"><div class="highlight"><pre><span class="gp">>>> </span><span class="n">original</span> <span class="o">=</span> <span class="n">SomeClass</span><span class="o">.</span><span class="n">attribute</span>
330 <span class="gp">>>> </span><span class="nd">@patch.object</span><span class="p">(</span><span class="n">SomeClass</span><span class="p">,</span> <span class="s">'attribute'</span><span class="p">,</span> <span class="n">sentinel</span><span class="o">.</span><span class="n">attribute</span><span class="p">)</span>
331 <span class="gp">... </span><span class="k">def</span> <span class="nf">test</span><span class="p">():</span>
332 <span class="gp">... </span> <span class="k">assert</span> <span class="n">SomeClass</span><span class="o">.</span><span class="n">attribute</span> <span class="o">==</span> <span class="n">sentinel</span><span class="o">.</span><span class="n">attribute</span>
333 <span class="gp">...</span>
334 <span class="gp">>>> </span><span class="n">test</span><span class="p">()</span>
335 <span class="gp">>>> </span><span class="k">assert</span> <span class="n">SomeClass</span><span class="o">.</span><span class="n">attribute</span> <span class="o">==</span> <span class="n">original</span>
337 <span class="gp">>>> </span><span class="nd">@patch</span><span class="p">(</span><span class="s">'package.module.attribute'</span><span class="p">,</span> <span class="n">sentinel</span><span class="o">.</span><span class="n">attribute</span><span class="p">)</span>
338 <span class="gp">... </span><span class="k">def</span> <span class="nf">test</span><span class="p">():</span>
339 <span class="gp">... </span> <span class="kn">from</span> <span class="nn">package.module</span> <span class="kn">import</span> <span class="n">attribute</span>
340 <span class="gp">... </span> <span class="k">assert</span> <span class="n">attribute</span> <span class="ow">is</span> <span class="n">sentinel</span><span class="o">.</span><span class="n">attribute</span>
341 <span class="gp">...</span>
342 <span class="gp">>>> </span><span class="n">test</span><span class="p">()</span>
343 </pre></div>
344 </div>
345 <p>If you are patching a module (including <cite>__builtin__</cite>) then use <cite>patch</cite>
346 instead of <cite>patch.object</cite>:</p>
347 <div class="highlight-python"><div class="highlight"><pre><span class="gp">>>> </span><span class="n">mock</span> <span class="o">=</span> <span class="n">MagicMock</span><span class="p">(</span><span class="n">return_value</span> <span class="o">=</span> <span class="n">sentinel</span><span class="o">.</span><span class="n">file_handle</span><span class="p">)</span>
348 <span class="gp">>>> </span><span class="k">with</span> <span class="n">patch</span><span class="p">(</span><span class="s">'__builtin__.open'</span><span class="p">,</span> <span class="n">mock</span><span class="p">):</span>
349 <span class="gp">... </span> <span class="n">handle</span> <span class="o">=</span> <span class="nb">open</span><span class="p">(</span><span class="s">'filename'</span><span class="p">,</span> <span class="s">'r'</span><span class="p">)</span>
350 <span class="gp">...</span>
351 <span class="gp">>>> </span><span class="n">mock</span><span class="o">.</span><span class="n">assert_called_with</span><span class="p">(</span><span class="s">'filename'</span><span class="p">,</span> <span class="s">'r'</span><span class="p">)</span>
352 <span class="gp">>>> </span><span class="k">assert</span> <span class="n">handle</span> <span class="o">==</span> <span class="n">sentinel</span><span class="o">.</span><span class="n">file_handle</span><span class="p">,</span> <span class="s">"incorrect file handle returned"</span>
353 </pre></div>
354 </div>
355 <p>The module name can be ‘dotted’, in the form <cite>package.module</cite> if needed:</p>
356 <div class="highlight-python"><div class="highlight"><pre><span class="gp">>>> </span><span class="nd">@patch</span><span class="p">(</span><span class="s">'package.module.ClassName.attribute'</span><span class="p">,</span> <span class="n">sentinel</span><span class="o">.</span><span class="n">attribute</span><span class="p">)</span>
357 <span class="gp">... </span><span class="k">def</span> <span class="nf">test</span><span class="p">():</span>
358 <span class="gp">... </span> <span class="kn">from</span> <span class="nn">package.module</span> <span class="kn">import</span> <span class="n">ClassName</span>
359 <span class="gp">... </span> <span class="k">assert</span> <span class="n">ClassName</span><span class="o">.</span><span class="n">attribute</span> <span class="o">==</span> <span class="n">sentinel</span><span class="o">.</span><span class="n">attribute</span>
360 <span class="gp">...</span>
361 <span class="gp">>>> </span><span class="n">test</span><span class="p">()</span>
362 </pre></div>
363 </div>
364 <p>A nice pattern is to actually decorate test methods themselves:</p>
365 <div class="highlight-python"><div class="highlight"><pre><span class="gp">>>> </span><span class="k">class</span> <span class="nc">MyTest</span><span class="p">(</span><span class="n">unittest2</span><span class="o">.</span><span class="n">TestCase</span><span class="p">):</span>
366 <span class="gp">... </span> <span class="nd">@patch.object</span><span class="p">(</span><span class="n">SomeClass</span><span class="p">,</span> <span class="s">'attribute'</span><span class="p">,</span> <span class="n">sentinel</span><span class="o">.</span><span class="n">attribute</span><span class="p">)</span>
367 <span class="gp">... </span> <span class="k">def</span> <span class="nf">test_something</span><span class="p">(</span><span class="bp">self</span><span class="p">):</span>
368 <span class="gp">... </span> <span class="bp">self</span><span class="o">.</span><span class="n">assertEqual</span><span class="p">(</span><span class="n">SomeClass</span><span class="o">.</span><span class="n">attribute</span><span class="p">,</span> <span class="n">sentinel</span><span class="o">.</span><span class="n">attribute</span><span class="p">)</span>
369 <span class="gp">...</span>
370 <span class="gp">>>> </span><span class="n">original</span> <span class="o">=</span> <span class="n">SomeClass</span><span class="o">.</span><span class="n">attribute</span>
371 <span class="gp">>>> </span><span class="n">MyTest</span><span class="p">(</span><span class="s">'test_something'</span><span class="p">)</span><span class="o">.</span><span class="n">test_something</span><span class="p">()</span>
372 <span class="gp">>>> </span><span class="k">assert</span> <span class="n">SomeClass</span><span class="o">.</span><span class="n">attribute</span> <span class="o">==</span> <span class="n">original</span>
373 </pre></div>
374 </div>
375 <p>If you want to patch with a Mock, you can use <cite>patch</cite> with only one argument
376 (or <cite>patch.object</cite> with two arguments). The mock will be created for you and
377 passed into the test function / method:</p>
378 <div class="highlight-python"><div class="highlight"><pre><span class="gp">>>> </span><span class="k">class</span> <span class="nc">MyTest</span><span class="p">(</span><span class="n">unittest2</span><span class="o">.</span><span class="n">TestCase</span><span class="p">):</span>
379 <span class="gp">... </span> <span class="nd">@patch.object</span><span class="p">(</span><span class="n">SomeClass</span><span class="p">,</span> <span class="s">'static_method'</span><span class="p">)</span>
380 <span class="gp">... </span> <span class="k">def</span> <span class="nf">test_something</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="n">mock_method</span><span class="p">):</span>
381 <span class="gp">... </span> <span class="n">SomeClass</span><span class="o">.</span><span class="n">static_method</span><span class="p">()</span>
382 <span class="gp">... </span> <span class="n">mock_method</span><span class="o">.</span><span class="n">assert_called_with</span><span class="p">()</span>
383 <span class="gp">...</span>
384 <span class="gp">>>> </span><span class="n">MyTest</span><span class="p">(</span><span class="s">'test_something'</span><span class="p">)</span><span class="o">.</span><span class="n">test_something</span><span class="p">()</span>
385 </pre></div>
386 </div>
387 <p>You can stack up multiple patch decorators using this pattern:</p>
388 <div class="highlight-python"><div class="highlight"><pre><span class="gp">>>> </span><span class="k">class</span> <span class="nc">MyTest</span><span class="p">(</span><span class="n">unittest2</span><span class="o">.</span><span class="n">TestCase</span><span class="p">):</span>
389 <span class="gp">... </span> <span class="nd">@patch</span><span class="p">(</span><span class="s">'package.module.ClassName1'</span><span class="p">)</span>
390 <span class="gp">... </span> <span class="nd">@patch</span><span class="p">(</span><span class="s">'package.module.ClassName2'</span><span class="p">)</span>
391 <span class="gp">... </span> <span class="k">def</span> <span class="nf">test_something</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="n">MockClass2</span><span class="p">,</span> <span class="n">MockClass1</span><span class="p">):</span>
392 <span class="gp">... </span> <span class="bp">self</span><span class="o">.</span><span class="n">assertTrue</span><span class="p">(</span><span class="n">package</span><span class="o">.</span><span class="n">module</span><span class="o">.</span><span class="n">ClassName1</span> <span class="ow">is</span> <span class="n">MockClass1</span><span class="p">)</span>
393 <span class="gp">... </span> <span class="bp">self</span><span class="o">.</span><span class="n">assertTrue</span><span class="p">(</span><span class="n">package</span><span class="o">.</span><span class="n">module</span><span class="o">.</span><span class="n">ClassName2</span> <span class="ow">is</span> <span class="n">MockClass2</span><span class="p">)</span>
394 <span class="gp">...</span>
395 <span class="gp">>>> </span><span class="n">MyTest</span><span class="p">(</span><span class="s">'test_something'</span><span class="p">)</span><span class="o">.</span><span class="n">test_something</span><span class="p">()</span>
396 </pre></div>
397 </div>
398 <p>When you nest patch decorators the mocks are passed in to the decorated
399 function in the same order they applied (the normal <em>python</em> order that
400 decorators are applied). This means from the bottom up, so in the example
401 above the mock for <cite>test_module.ClassName2</cite> is passed in first.</p>
402 <p>There is also <tt class="xref py py-func docutils literal"><span class="pre">patch.dict()</span></tt> for setting values in a dictionary just
403 during a scope and restoring the dictionary to its original state when the test
404 ends:</p>
405 <div class="highlight-python"><div class="highlight"><pre><span class="gp">>>> </span><span class="n">foo</span> <span class="o">=</span> <span class="p">{</span><span class="s">'key'</span><span class="p">:</span> <span class="s">'value'</span><span class="p">}</span>
406 <span class="gp">>>> </span><span class="n">original</span> <span class="o">=</span> <span class="n">foo</span><span class="o">.</span><span class="n">copy</span><span class="p">()</span>
407 <span class="gp">>>> </span><span class="k">with</span> <span class="n">patch</span><span class="o">.</span><span class="n">dict</span><span class="p">(</span><span class="n">foo</span><span class="p">,</span> <span class="p">{</span><span class="s">'newkey'</span><span class="p">:</span> <span class="s">'newvalue'</span><span class="p">},</span> <span class="n">clear</span><span class="o">=</span><span class="bp">True</span><span class="p">):</span>
408 <span class="gp">... </span> <span class="k">assert</span> <span class="n">foo</span> <span class="o">==</span> <span class="p">{</span><span class="s">'newkey'</span><span class="p">:</span> <span class="s">'newvalue'</span><span class="p">}</span>
409 <span class="gp">...</span>
410 <span class="gp">>>> </span><span class="k">assert</span> <span class="n">foo</span> <span class="o">==</span> <span class="n">original</span>
411 </pre></div>
412 </div>
413 <p><cite>patch</cite>, <cite>patch.object</cite> and <cite>patch.dict</cite> can all be used as context managers.</p>
414 <p>Where you use <cite>patch</cite> to create a mock for you, you can get a reference to the
415 mock using the “as” form of the with statement:</p>
416 <div class="highlight-python"><div class="highlight"><pre><span class="gp">>>> </span><span class="k">class</span> <span class="nc">ProductionClass</span><span class="p">(</span><span class="nb">object</span><span class="p">):</span>
417 <span class="gp">... </span> <span class="k">def</span> <span class="nf">method</span><span class="p">(</span><span class="bp">self</span><span class="p">):</span>
418 <span class="gp">... </span> <span class="k">pass</span>
419 <span class="gp">...</span>
420 <span class="gp">>>> </span><span class="k">with</span> <span class="n">patch</span><span class="o">.</span><span class="n">object</span><span class="p">(</span><span class="n">ProductionClass</span><span class="p">,</span> <span class="s">'method'</span><span class="p">)</span> <span class="k">as</span> <span class="n">mock_method</span><span class="p">:</span>
421 <span class="gp">... </span> <span class="n">mock_method</span><span class="o">.</span><span class="n">return_value</span> <span class="o">=</span> <span class="bp">None</span>
422 <span class="gp">... </span> <span class="n">real</span> <span class="o">=</span> <span class="n">ProductionClass</span><span class="p">()</span>
423 <span class="gp">... </span> <span class="n">real</span><span class="o">.</span><span class="n">method</span><span class="p">(</span><span class="mi">1</span><span class="p">,</span> <span class="mi">2</span><span class="p">,</span> <span class="mi">3</span><span class="p">)</span>
424 <span class="gp">...</span>
425 <span class="gp">>>> </span><span class="n">mock_method</span><span class="o">.</span><span class="n">assert_called_with</span><span class="p">(</span><span class="mi">1</span><span class="p">,</span> <span class="mi">2</span><span class="p">,</span> <span class="mi">3</span><span class="p">)</span>
426 </pre></div>
427 </div>
428 <p>As an alternative <cite>patch</cite>, <cite>patch.object</cite> and <cite>patch.dict</cite> can be used as
429 class decorators. When used in this way it is the same as applying the
430 decorator indvidually to every method whose name starts with “test”.</p>
431 <p>For some more advanced examples, see the <a class="reference internal" href="examples.html#further-examples"><em>Further Examples</em></a> page.</p>
432 </div>
433 </div>
436 </div>
437 </div>
438 </div>
439 <div class="sphinxsidebar">
440 <div class="sphinxsidebarwrapper">
441 <h3><a href="index.html">Table Of Contents</a></h3>
442 <ul>
443 <li><a class="reference internal" href="#">Getting Started with Mock</a><ul>
444 <li><a class="reference internal" href="#using-mock">Using Mock</a><ul>
445 <li><a class="reference internal" href="#mock-patching-methods">Mock Patching Methods</a></li>
446 <li><a class="reference internal" href="#mock-for-method-calls-on-an-object">Mock for Method Calls on an Object</a></li>
447 <li><a class="reference internal" href="#mocking-classes">Mocking Classes</a></li>
448 <li><a class="reference internal" href="#naming-your-mocks">Naming your mocks</a></li>
449 <li><a class="reference internal" href="#tracking-all-calls">Tracking all Calls</a></li>
450 <li><a class="reference internal" href="#setting-return-values-and-attributes">Setting Return Values and Attributes</a></li>
451 <li><a class="reference internal" href="#raising-exceptions-with-mocks">Raising exceptions with mocks</a></li>
452 <li><a class="reference internal" href="#side-effect-functions-and-iterables">Side effect functions and iterables</a></li>
453 <li><a class="reference internal" href="#creating-a-mock-from-an-existing-object">Creating a Mock from an Existing Object</a></li>
454 </ul>
455 </li>
456 <li><a class="reference internal" href="#patch-decorators">Patch Decorators</a></li>
457 </ul>
458 </li>
459 </ul>
461 <h4>Previous topic</h4>
462 <p class="topless"><a href="magicmock.html"
463 title="previous chapter">Mocking Magic Methods</a></p>
464 <h4>Next topic</h4>
465 <p class="topless"><a href="examples.html"
466 title="next chapter">Further Examples</a></p>
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