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Development Tools</a> »</li> </ul> </div> <div class="document"> <div class="documentwrapper"> <div class="bodywrapper"> <div class="body"> <div class="section" id="module-doctest"> <span id="doctest-test-interactive-python-examples"></span><h1>25.2. <a class="reference internal" href="#module-doctest" title="doctest: Test pieces of code within docstrings."><tt class="xref py py-mod docutils literal"><span class="pre">doctest</span></tt></a> — Test interactive Python examples<a class="headerlink" href="#module-doctest" title="Permalink to this headline">¶</a></h1> <p>The <a class="reference internal" href="#module-doctest" title="doctest: Test pieces of code within docstrings."><tt class="xref py py-mod docutils literal"><span class="pre">doctest</span></tt></a> module searches for pieces of text that look like interactive Python sessions, and then executes those sessions to verify that they work exactly as shown. There are several common ways to use doctest:</p> <ul class="simple"> <li>To check that a module’s docstrings are up-to-date by verifying that all interactive examples still work as documented.</li> <li>To perform regression testing by verifying that interactive examples from a test file or a test object work as expected.</li> <li>To write tutorial documentation for a package, liberally illustrated with input-output examples. Depending on whether the examples or the expository text are emphasized, this has the flavor of “literate testing” or “executable documentation”.</li> </ul> <p>Here’s a complete but small example module:</p> <div class="highlight-python"><div class="highlight"><pre><span class="sd">"""</span> <span class="sd">This is the "example" module.</span> <span class="sd">The example module supplies one function, factorial(). For example,</span> <span class="sd">>>> factorial(5)</span> <span class="sd">120</span> <span class="sd">"""</span> <span class="k">def</span> <span class="nf">factorial</span><span class="p">(</span><span class="n">n</span><span class="p">):</span> <span class="sd">"""Return the factorial of n, an exact integer >= 0.</span> <span class="sd"> If the result is small enough to fit in an int, return an int.</span> <span class="sd"> Else return a long.</span> <span class="sd"> >>> [factorial(n) for n in range(6)]</span> <span class="sd"> [1, 1, 2, 6, 24, 120]</span> <span class="sd"> >>> [factorial(long(n)) for n in range(6)]</span> <span class="sd"> [1, 1, 2, 6, 24, 120]</span> <span class="sd"> >>> factorial(30)</span> <span class="sd"> 265252859812191058636308480000000L</span> <span class="sd"> >>> factorial(30L)</span> <span class="sd"> 265252859812191058636308480000000L</span> <span class="sd"> >>> factorial(-1)</span> <span class="sd"> Traceback (most recent call last):</span> <span class="sd"> ...</span> <span class="sd"> ValueError: n must be >= 0</span> <span class="sd"> Factorials of floats are OK, but the float must be an exact integer:</span> <span class="sd"> >>> factorial(30.1)</span> <span class="sd"> Traceback (most recent call last):</span> <span class="sd"> ...</span> <span class="sd"> ValueError: n must be exact integer</span> <span class="sd"> >>> factorial(30.0)</span> <span class="sd"> 265252859812191058636308480000000L</span> <span class="sd"> It must also not be ridiculously large:</span> <span class="sd"> >>> factorial(1e100)</span> <span class="sd"> Traceback (most recent call last):</span> <span class="sd"> ...</span> <span class="sd"> OverflowError: n too large</span> <span class="sd"> """</span> <span class="kn">import</span> <span class="nn">math</span> <span class="k">if</span> <span class="ow">not</span> <span class="n">n</span> <span class="o">>=</span> <span class="mi">0</span><span class="p">:</span> <span class="k">raise</span> <span class="ne">ValueError</span><span class="p">(</span><span class="s">"n must be >= 0"</span><span class="p">)</span> <span class="k">if</span> <span class="n">math</span><span class="o">.</span><span class="n">floor</span><span class="p">(</span><span class="n">n</span><span class="p">)</span> <span class="o">!=</span> <span class="n">n</span><span class="p">:</span> <span class="k">raise</span> <span class="ne">ValueError</span><span class="p">(</span><span class="s">"n must be exact integer"</span><span class="p">)</span> <span class="k">if</span> <span class="n">n</span><span class="o">+</span><span class="mi">1</span> <span class="o">==</span> <span class="n">n</span><span class="p">:</span> <span class="c"># catch a value like 1e300</span> <span class="k">raise</span> <span class="ne">OverflowError</span><span class="p">(</span><span class="s">"n too large"</span><span class="p">)</span> <span class="n">result</span> <span class="o">=</span> <span class="mi">1</span> <span class="n">factor</span> <span class="o">=</span> <span class="mi">2</span> <span class="k">while</span> <span class="n">factor</span> <span class="o"><=</span> <span class="n">n</span><span class="p">:</span> <span class="n">result</span> <span class="o">*=</span> <span class="n">factor</span> <span class="n">factor</span> <span class="o">+=</span> <span class="mi">1</span> <span class="k">return</span> <span class="n">result</span> <span class="k">if</span> <span class="n">__name__</span> <span class="o">==</span> <span class="s">"__main__"</span><span class="p">:</span> <span class="kn">import</span> <span class="nn">doctest</span> <span class="n">doctest</span><span class="o">.</span><span class="n">testmod</span><span class="p">()</span> </pre></div> </div> <p>If you run <tt class="file docutils literal"><span class="pre">example.py</span></tt> directly from the command line, <a class="reference internal" href="#module-doctest" title="doctest: Test pieces of code within docstrings."><tt class="xref py py-mod docutils literal"><span class="pre">doctest</span></tt></a> works its magic:</p> <div class="highlight-python"><pre>$ python example.py $</pre> </div> <p>There’s no output! That’s normal, and it means all the examples worked. Pass <tt class="docutils literal"><span class="pre">-v</span></tt> to the script, and <a class="reference internal" href="#module-doctest" title="doctest: Test pieces of code within docstrings."><tt class="xref py py-mod docutils literal"><span class="pre">doctest</span></tt></a> prints a detailed log of what it’s trying, and prints a summary at the end:</p> <div class="highlight-python"><pre>$ python example.py -v Trying: factorial(5) Expecting: 120 ok Trying: [factorial(n) for n in range(6)] Expecting: [1, 1, 2, 6, 24, 120] ok Trying: [factorial(long(n)) for n in range(6)] Expecting: [1, 1, 2, 6, 24, 120] ok</pre> </div> <p>And so on, eventually ending with:</p> <div class="highlight-python"><pre>Trying: factorial(1e100) Expecting: Traceback (most recent call last): ... OverflowError: n too large ok 2 items passed all tests: 1 tests in __main__ 8 tests in __main__.factorial 9 tests in 2 items. 9 passed and 0 failed. Test passed. $</pre> </div> <p>That’s all you need to know to start making productive use of <a class="reference internal" href="#module-doctest" title="doctest: Test pieces of code within docstrings."><tt class="xref py py-mod docutils literal"><span class="pre">doctest</span></tt></a>! Jump in. The following sections provide full details. Note that there are many examples of doctests in the standard Python test suite and libraries. Especially useful examples can be found in the standard test file <tt class="file docutils literal"><span class="pre">Lib/test/test_doctest.py</span></tt>.</p> <div class="section" id="simple-usage-checking-examples-in-docstrings"> <span id="doctest-simple-testmod"></span><h2>25.2.1. Simple Usage: Checking Examples in Docstrings<a class="headerlink" href="#simple-usage-checking-examples-in-docstrings" title="Permalink to this headline">¶</a></h2> <p>The simplest way to start using doctest (but not necessarily the way you’ll continue to do it) is to end each module <tt class="xref py py-mod docutils literal"><span class="pre">M</span></tt> with:</p> <div class="highlight-python"><div class="highlight"><pre><span class="k">if</span> <span class="n">__name__</span> <span class="o">==</span> <span class="s">"__main__"</span><span class="p">:</span> <span class="kn">import</span> <span class="nn">doctest</span> <span class="n">doctest</span><span class="o">.</span><span class="n">testmod</span><span class="p">()</span> </pre></div> </div> <p><a class="reference internal" href="#module-doctest" title="doctest: Test pieces of code within docstrings."><tt class="xref py py-mod docutils literal"><span class="pre">doctest</span></tt></a> then examines docstrings in module <tt class="xref py py-mod docutils literal"><span class="pre">M</span></tt>.</p> <p>Running the module as a script causes the examples in the docstrings to get executed and verified:</p> <div class="highlight-python"><pre>python M.py</pre> </div> <p>This won’t display anything unless an example fails, in which case the failing example(s) and the cause(s) of the failure(s) are printed to stdout, and the final line of output is <tt class="docutils literal"><span class="pre">***Test</span> <span class="pre">Failed***</span> <span class="pre">N</span> <span class="pre">failures.</span></tt>, where <em>N</em> is the number of examples that failed.</p> <p>Run it with the <tt class="docutils literal"><span class="pre">-v</span></tt> switch instead:</p> <div class="highlight-python"><pre>python M.py -v</pre> </div> <p>and a detailed report of all examples tried is printed to standard output, along with assorted summaries at the end.</p> <p>You can force verbose mode by passing <tt class="docutils literal"><span class="pre">verbose=True</span></tt> to <a class="reference internal" href="#doctest.testmod" title="doctest.testmod"><tt class="xref py py-func docutils literal"><span class="pre">testmod()</span></tt></a>, or prohibit it by passing <tt class="docutils literal"><span class="pre">verbose=False</span></tt>. In either of those cases, <tt class="docutils literal"><span class="pre">sys.argv</span></tt> is not examined by <a class="reference internal" href="#doctest.testmod" title="doctest.testmod"><tt class="xref py py-func docutils literal"><span class="pre">testmod()</span></tt></a> (so passing <tt class="docutils literal"><span class="pre">-v</span></tt> or not has no effect).</p> <p>Since Python 2.6, there is also a command line shortcut for running <a class="reference internal" href="#doctest.testmod" title="doctest.testmod"><tt class="xref py py-func docutils literal"><span class="pre">testmod()</span></tt></a>. You can instruct the Python interpreter to run the doctest module directly from the standard library and pass the module name(s) on the command line:</p> <div class="highlight-python"><pre>python -m doctest -v example.py</pre> </div> <p>This will import <tt class="file docutils literal"><span class="pre">example.py</span></tt> as a standalone module and run <a class="reference internal" href="#doctest.testmod" title="doctest.testmod"><tt class="xref py py-func docutils literal"><span class="pre">testmod()</span></tt></a> on it. Note that this may not work correctly if the file is part of a package and imports other submodules from that package.</p> <p>For more information on <a class="reference internal" href="#doctest.testmod" title="doctest.testmod"><tt class="xref py py-func docutils literal"><span class="pre">testmod()</span></tt></a>, see section <a class="reference internal" href="#doctest-basic-api"><em>Basic API</em></a>.</p> </div> <div class="section" id="simple-usage-checking-examples-in-a-text-file"> <span id="doctest-simple-testfile"></span><h2>25.2.2. Simple Usage: Checking Examples in a Text File<a class="headerlink" href="#simple-usage-checking-examples-in-a-text-file" title="Permalink to this headline">¶</a></h2> <p>Another simple application of doctest is testing interactive examples in a text file. This can be done with the <a class="reference internal" href="#doctest.testfile" title="doctest.testfile"><tt class="xref py py-func docutils literal"><span class="pre">testfile()</span></tt></a> function:</p> <div class="highlight-python"><div class="highlight"><pre><span class="kn">import</span> <span class="nn">doctest</span> <span class="n">doctest</span><span class="o">.</span><span class="n">testfile</span><span class="p">(</span><span class="s">"example.txt"</span><span class="p">)</span> </pre></div> </div> <p>That short script executes and verifies any interactive Python examples contained in the file <tt class="file docutils literal"><span class="pre">example.txt</span></tt>. The file content is treated as if it were a single giant docstring; the file doesn’t need to contain a Python program! For example, perhaps <tt class="file docutils literal"><span class="pre">example.txt</span></tt> contains this:</p> <div class="highlight-python"><pre>The ``example`` module ====================== Using ``factorial`` ------------------- This is an example text file in reStructuredText format. First import ``factorial`` from the ``example`` module: >>> from example import factorial Now use it: >>> factorial(6) 120</pre> </div> <p>Running <tt class="docutils literal"><span class="pre">doctest.testfile("example.txt")</span></tt> then finds the error in this documentation:</p> <div class="highlight-python"><pre>File "./example.txt", line 14, in example.txt Failed example: factorial(6) Expected: 120 Got: 720</pre> </div> <p>As with <a class="reference internal" href="#doctest.testmod" title="doctest.testmod"><tt class="xref py py-func docutils literal"><span class="pre">testmod()</span></tt></a>, <a class="reference internal" href="#doctest.testfile" title="doctest.testfile"><tt class="xref py py-func docutils literal"><span class="pre">testfile()</span></tt></a> won’t display anything unless an example fails. If an example does fail, then the failing example(s) and the cause(s) of the failure(s) are printed to stdout, using the same format as <a class="reference internal" href="#doctest.testmod" title="doctest.testmod"><tt class="xref py py-func docutils literal"><span class="pre">testmod()</span></tt></a>.</p> <p>By default, <a class="reference internal" href="#doctest.testfile" title="doctest.testfile"><tt class="xref py py-func docutils literal"><span class="pre">testfile()</span></tt></a> looks for files in the calling module’s directory. See section <a class="reference internal" href="#doctest-basic-api"><em>Basic API</em></a> for a description of the optional arguments that can be used to tell it to look for files in other locations.</p> <p>Like <a class="reference internal" href="#doctest.testmod" title="doctest.testmod"><tt class="xref py py-func docutils literal"><span class="pre">testmod()</span></tt></a>, <a class="reference internal" href="#doctest.testfile" title="doctest.testfile"><tt class="xref py py-func docutils literal"><span class="pre">testfile()</span></tt></a>‘s verbosity can be set with the <tt class="docutils literal"><span class="pre">-v</span></tt> command-line switch or with the optional keyword argument <em>verbose</em>.</p> <p>Since Python 2.6, there is also a command line shortcut for running <a class="reference internal" href="#doctest.testfile" title="doctest.testfile"><tt class="xref py py-func docutils literal"><span class="pre">testfile()</span></tt></a>. You can instruct the Python interpreter to run the doctest module directly from the standard library and pass the file name(s) on the command line:</p> <div class="highlight-python"><pre>python -m doctest -v example.txt</pre> </div> <p>Because the file name does not end with <tt class="file docutils literal"><span class="pre">.py</span></tt>, <a class="reference internal" href="#module-doctest" title="doctest: Test pieces of code within docstrings."><tt class="xref py py-mod docutils literal"><span class="pre">doctest</span></tt></a> infers that it must be run with <a class="reference internal" href="#doctest.testfile" title="doctest.testfile"><tt class="xref py py-func docutils literal"><span class="pre">testfile()</span></tt></a>, not <a class="reference internal" href="#doctest.testmod" title="doctest.testmod"><tt class="xref py py-func docutils literal"><span class="pre">testmod()</span></tt></a>.</p> <p>For more information on <a class="reference internal" href="#doctest.testfile" title="doctest.testfile"><tt class="xref py py-func docutils literal"><span class="pre">testfile()</span></tt></a>, see section <a class="reference internal" href="#doctest-basic-api"><em>Basic API</em></a>.</p> </div> <div class="section" id="how-it-works"> <span id="doctest-how-it-works"></span><h2>25.2.3. How It Works<a class="headerlink" href="#how-it-works" title="Permalink to this headline">¶</a></h2> <p>This section examines in detail how doctest works: which docstrings it looks at, how it finds interactive examples, what execution context it uses, how it handles exceptions, and how option flags can be used to control its behavior. This is the information that you need to know to write doctest examples; for information about actually running doctest on these examples, see the following sections.</p> <div class="section" id="which-docstrings-are-examined"> <span id="doctest-which-docstrings"></span><h3>25.2.3.1. Which Docstrings Are Examined?<a class="headerlink" href="#which-docstrings-are-examined" title="Permalink to this headline">¶</a></h3> <p>The module docstring, and all function, class and method docstrings are searched. Objects imported into the module are not searched.</p> <p>In addition, if <tt class="docutils literal"><span class="pre">M.__test__</span></tt> exists and “is true”, it must be a dict, and each entry maps a (string) name to a function object, class object, or string. Function and class object docstrings found from <tt class="docutils literal"><span class="pre">M.__test__</span></tt> are searched, and strings are treated as if they were docstrings. In output, a key <tt class="docutils literal"><span class="pre">K</span></tt> in <tt class="docutils literal"><span class="pre">M.__test__</span></tt> appears with name</p> <div class="highlight-python"><pre><name of M>.__test__.K</pre> </div> <p>Any classes found are recursively searched similarly, to test docstrings in their contained methods and nested classes.</p> <p class="versionchanged"> <span class="versionmodified">Changed in version 2.4: </span>A “private name” concept is deprecated and no longer documented.</p> </div> <div class="section" id="how-are-docstring-examples-recognized"> <span id="doctest-finding-examples"></span><h3>25.2.3.2. How are Docstring Examples Recognized?<a class="headerlink" href="#how-are-docstring-examples-recognized" title="Permalink to this headline">¶</a></h3> <p>In most cases a copy-and-paste of an interactive console session works fine, but doctest isn’t trying to do an exact emulation of any specific Python shell.</p> <div class="highlight-python"><div class="highlight"><pre><span class="gp">>>> </span><span class="c"># comments are ignored</span> <span class="gp">>>> </span><span class="n">x</span> <span class="o">=</span> <span class="mi">12</span> <span class="gp">>>> </span><span class="n">x</span> <span class="go">12</span> <span class="gp">>>> </span><span class="k">if</span> <span class="n">x</span> <span class="o">==</span> <span class="mi">13</span><span class="p">:</span> <span class="gp">... </span> <span class="k">print</span> <span class="s">"yes"</span> <span class="gp">... </span><span class="k">else</span><span class="p">:</span> <span class="gp">... </span> <span class="k">print</span> <span class="s">"no"</span> <span class="gp">... </span> <span class="k">print</span> <span class="s">"NO"</span> <span class="gp">... </span> <span class="k">print</span> <span class="s">"NO!!!"</span> <span class="gp">...</span> <span class="go">no</span> <span class="go">NO</span> <span class="go">NO!!!</span> <span class="go">>>></span> </pre></div> </div> <p>Any expected output must immediately follow the final <tt class="docutils literal"><span class="pre">'>>></span> <span class="pre">'</span></tt> or <tt class="docutils literal"><span class="pre">'...</span> <span class="pre">'</span></tt> line containing the code, and the expected output (if any) extends to the next <tt class="docutils literal"><span class="pre">'>>></span> <span class="pre">'</span></tt> or all-whitespace line.</p> <p>The fine print:</p> <ul> <li><p class="first">Expected output cannot contain an all-whitespace line, since such a line is taken to signal the end of expected output. If expected output does contain a blank line, put <tt class="docutils literal"><span class="pre"><BLANKLINE></span></tt> in your doctest example each place a blank line is expected.</p> <p class="versionadded"> <span class="versionmodified">New in version 2.4: </span><tt class="docutils literal"><span class="pre"><BLANKLINE></span></tt> was added; there was no way to use expected output containing empty lines in previous versions.</p> </li> <li><p class="first">All hard tab characters are expanded to spaces, using 8-column tab stops. Tabs in output generated by the tested code are not modified. Because any hard tabs in the sample output <em>are</em> expanded, this means that if the code output includes hard tabs, the only way the doctest can pass is if the <a class="reference internal" href="#doctest.NORMALIZE_WHITESPACE" title="doctest.NORMALIZE_WHITESPACE"><tt class="xref py py-const docutils literal"><span class="pre">NORMALIZE_WHITESPACE</span></tt></a> option or <a class="reference internal" href="#doctest-directives"><em>directive</em></a> is in effect. Alternatively, the test can be rewritten to capture the output and compare it to an expected value as part of the test. This handling of tabs in the source was arrived at through trial and error, and has proven to be the least error prone way of handling them. It is possible to use a different algorithm for handling tabs by writing a custom <a class="reference internal" href="#doctest.DocTestParser" title="doctest.DocTestParser"><tt class="xref py py-class docutils literal"><span class="pre">DocTestParser</span></tt></a> class.</p> <p class="versionchanged"> <span class="versionmodified">Changed in version 2.4: </span>Expanding tabs to spaces is new; previous versions tried to preserve hard tabs, with confusing results.</p> </li> <li><p class="first">Output to stdout is captured, but not output to stderr (exception tracebacks are captured via a different means).</p> </li> <li><p class="first">If you continue a line via backslashing in an interactive session, or for any other reason use a backslash, you should use a raw docstring, which will preserve your backslashes exactly as you type them:</p> <div class="highlight-python"><div class="highlight"><pre><span class="gp">>>> </span><span class="k">def</span> <span class="nf">f</span><span class="p">(</span><span class="n">x</span><span class="p">):</span> <span class="gp">... </span> <span class="sd">r'''Backslashes in a raw docstring: m\n'''</span> <span class="gp">>>> </span><span class="k">print</span> <span class="n">f</span><span class="o">.</span><span class="n">__doc__</span> <span class="go">Backslashes in a raw docstring: m\n</span> </pre></div> </div> <p>Otherwise, the backslash will be interpreted as part of the string. For example, the <tt class="docutils literal"><span class="pre">\n</span></tt> above would be interpreted as a newline character. Alternatively, you can double each backslash in the doctest version (and not use a raw string):</p> <div class="highlight-python"><div class="highlight"><pre><span class="gp">>>> </span><span class="k">def</span> <span class="nf">f</span><span class="p">(</span><span class="n">x</span><span class="p">):</span> <span class="gp">... </span> <span class="sd">'''Backslashes in a raw docstring: m\\n'''</span> <span class="gp">>>> </span><span class="k">print</span> <span class="n">f</span><span class="o">.</span><span class="n">__doc__</span> <span class="go">Backslashes in a raw docstring: m\n</span> </pre></div> </div> </li> <li><p class="first">The starting column doesn’t matter:</p> <div class="highlight-python"><div class="highlight"><pre><span class="gp">>>> </span><span class="k">assert</span> <span class="s">"Easy!"</span> <span class="go"> >>> import math</span> <span class="go"> >>> math.floor(1.9)</span> <span class="go"> 1.0</span> </pre></div> </div> <p>and as many leading whitespace characters are stripped from the expected output as appeared in the initial <tt class="docutils literal"><span class="pre">'>>></span> <span class="pre">'</span></tt> line that started the example.</p> </li> </ul> </div> <div class="section" id="what-s-the-execution-context"> <span id="doctest-execution-context"></span><h3>25.2.3.3. What’s the Execution Context?<a class="headerlink" href="#what-s-the-execution-context" title="Permalink to this headline">¶</a></h3> <p>By default, each time <a class="reference internal" href="#module-doctest" title="doctest: Test pieces of code within docstrings."><tt class="xref py py-mod docutils literal"><span class="pre">doctest</span></tt></a> finds a docstring to test, it uses a <em>shallow copy</em> of <tt class="xref py py-mod docutils literal"><span class="pre">M</span></tt>‘s globals, so that running tests doesn’t change the module’s real globals, and so that one test in <tt class="xref py py-mod docutils literal"><span class="pre">M</span></tt> can’t leave behind crumbs that accidentally allow another test to work. This means examples can freely use any names defined at top-level in <tt class="xref py py-mod docutils literal"><span class="pre">M</span></tt>, and names defined earlier in the docstring being run. Examples cannot see names defined in other docstrings.</p> <p>You can force use of your own dict as the execution context by passing <tt class="docutils literal"><span class="pre">globs=your_dict</span></tt> to <a class="reference internal" href="#doctest.testmod" title="doctest.testmod"><tt class="xref py py-func docutils literal"><span class="pre">testmod()</span></tt></a> or <a class="reference internal" href="#doctest.testfile" title="doctest.testfile"><tt class="xref py py-func docutils literal"><span class="pre">testfile()</span></tt></a> instead.</p> </div> <div class="section" id="what-about-exceptions"> <span id="doctest-exceptions"></span><h3>25.2.3.4. What About Exceptions?<a class="headerlink" href="#what-about-exceptions" title="Permalink to this headline">¶</a></h3> <p>No problem, provided that the traceback is the only output produced by the example: just paste in the traceback. <a class="footnote-reference" href="#id2" id="id1">[1]</a> Since tracebacks contain details that are likely to change rapidly (for example, exact file paths and line numbers), this is one case where doctest works hard to be flexible in what it accepts.</p> <p>Simple example:</p> <div class="highlight-python"><div class="highlight"><pre><span class="gp">>>> </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><span class="o">.</span><span class="n">remove</span><span class="p">(</span><span class="mi">42</span><span class="p">)</span> <span class="gt">Traceback (most recent call last):</span> File <span class="nb">"<stdin>"</span>, line <span class="m">1</span>, in <span class="n">?</span> <span class="gr">ValueError: list.remove(x)</span>: <span class="n">x not in list</span> </pre></div> </div> <p>That doctest succeeds if <a class="reference internal" href="exceptions.html#exceptions.ValueError" title="exceptions.ValueError"><tt class="xref py py-exc docutils literal"><span class="pre">ValueError</span></tt></a> is raised, with the <tt class="docutils literal"><span class="pre">list.remove(x):</span> <span class="pre">x</span> <span class="pre">not</span> <span class="pre">in</span> <span class="pre">list</span></tt> detail as shown.</p> <p>The expected output for an exception must start with a traceback header, which may be either of the following two lines, indented the same as the first line of the example:</p> <div class="highlight-python"><pre>Traceback (most recent call last): Traceback (innermost last):</pre> </div> <p>The traceback header is followed by an optional traceback stack, whose contents are ignored by doctest. The traceback stack is typically omitted, or copied verbatim from an interactive session.</p> <p>The traceback stack is followed by the most interesting part: the line(s) containing the exception type and detail. This is usually the last line of a traceback, but can extend across multiple lines if the exception has a multi-line detail:</p> <div class="highlight-python"><div class="highlight"><pre><span class="gp">>>> </span><span class="k">raise</span> <span class="ne">ValueError</span><span class="p">(</span><span class="s">'multi</span><span class="se">\n</span><span class="s"> line</span><span class="se">\n</span><span class="s">detail'</span><span class="p">)</span> <span class="gt">Traceback (most recent call last):</span> File <span class="nb">"<stdin>"</span>, line <span class="m">1</span>, in <span class="n">?</span> <span class="gr">ValueError</span>: <span class="n">multi</span> <span class="go"> line</span> <span class="go">detail</span> </pre></div> </div> <p>The last three lines (starting with <a class="reference internal" href="exceptions.html#exceptions.ValueError" title="exceptions.ValueError"><tt class="xref py py-exc docutils literal"><span class="pre">ValueError</span></tt></a>) are compared against the exception’s type and detail, and the rest are ignored.</p> <p class="versionchanged"> <span class="versionmodified">Changed in version 2.4: </span>Previous versions were unable to handle multi-line exception details.</p> <p>Best practice is to omit the traceback stack, unless it adds significant documentation value to the example. So the last example is probably better as:</p> <div class="highlight-python"><div class="highlight"><pre><span class="gp">>>> </span><span class="k">raise</span> <span class="ne">ValueError</span><span class="p">(</span><span class="s">'multi</span><span class="se">\n</span><span class="s"> line</span><span class="se">\n</span><span class="s">detail'</span><span class="p">)</span> <span class="gt">Traceback (most recent call last):</span> <span class="o">...</span> <span class="gr">ValueError</span>: <span class="n">multi</span> <span class="go"> line</span> <span class="go">detail</span> </pre></div> </div> <p>Note that tracebacks are treated very specially. In particular, in the rewritten example, the use of <tt class="docutils literal"><span class="pre">...</span></tt> is independent of doctest’s <a class="reference internal" href="#doctest.ELLIPSIS" title="doctest.ELLIPSIS"><tt class="xref py py-const docutils literal"><span class="pre">ELLIPSIS</span></tt></a> option. The ellipsis in that example could be left out, or could just as well be three (or three hundred) commas or digits, or an indented transcript of a Monty Python skit.</p> <p>Some details you should read once, but won’t need to remember:</p> <ul> <li><p class="first">Doctest can’t guess whether your expected output came from an exception traceback or from ordinary printing. So, e.g., an example that expects <tt class="docutils literal"><span class="pre">ValueError:</span> <span class="pre">42</span> <span class="pre">is</span> <span class="pre">prime</span></tt> will pass whether <a class="reference internal" href="exceptions.html#exceptions.ValueError" title="exceptions.ValueError"><tt class="xref py py-exc docutils literal"><span class="pre">ValueError</span></tt></a> is actually raised or if the example merely prints that traceback text. In practice, ordinary output rarely begins with a traceback header line, so this doesn’t create real problems.</p> </li> <li><p class="first">Each line of the traceback stack (if present) must be indented further than the first line of the example, <em>or</em> start with a non-alphanumeric character. The first line following the traceback header indented the same and starting with an alphanumeric is taken to be the start of the exception detail. Of course this does the right thing for genuine tracebacks.</p> </li> <li><p class="first">When the <a class="reference internal" href="#doctest.IGNORE_EXCEPTION_DETAIL" title="doctest.IGNORE_EXCEPTION_DETAIL"><tt class="xref py py-const docutils literal"><span class="pre">IGNORE_EXCEPTION_DETAIL</span></tt></a> doctest option is specified, everything following the leftmost colon and any module information in the exception name is ignored.</p> </li> <li><p class="first">The interactive shell omits the traceback header line for some <a class="reference internal" href="exceptions.html#exceptions.SyntaxError" title="exceptions.SyntaxError"><tt class="xref py py-exc docutils literal"><span class="pre">SyntaxError</span></tt></a>s. But doctest uses the traceback header line to distinguish exceptions from non-exceptions. So in the rare case where you need to test a <a class="reference internal" href="exceptions.html#exceptions.SyntaxError" title="exceptions.SyntaxError"><tt class="xref py py-exc docutils literal"><span class="pre">SyntaxError</span></tt></a> that omits the traceback header, you will need to manually add the traceback header line to your test example.</p> </li> <li><p class="first">For some <a class="reference internal" href="exceptions.html#exceptions.SyntaxError" title="exceptions.SyntaxError"><tt class="xref py py-exc docutils literal"><span class="pre">SyntaxError</span></tt></a>s, Python displays the character position of the syntax error, using a <tt class="docutils literal"><span class="pre">^</span></tt> marker:</p> <div class="highlight-python"><div class="highlight"><pre><span class="gp">>>> </span><span class="mi">1</span> <span class="mi">1</span> File <span class="nb">"<stdin>"</span>, line <span class="m">1</span> <span class="mi">1</span> <span class="mi">1</span> <span class="o">^</span> <span class="gr">SyntaxError</span>: <span class="n">invalid syntax</span> </pre></div> </div> <p>Since the lines showing the position of the error come before the exception type and detail, they are not checked by doctest. For example, the following test would pass, even though it puts the <tt class="docutils literal"><span class="pre">^</span></tt> marker in the wrong location:</p> <div class="highlight-python"><div class="highlight"><pre><span class="gp">>>> </span><span class="mi">1</span> <span class="mi">1</span> File <span class="nb">"<stdin>"</span>, line <span class="m">1</span> <span class="mi">1</span> <span class="mi">1</span> <span class="o">^</span> <span class="gr">SyntaxError</span>: <span class="n">invalid syntax</span> </pre></div> </div> </li> </ul> </div> <div class="section" id="option-flags"> <span id="doctest-options"></span><span id="option-flags-and-directives"></span><h3>25.2.3.5. Option Flags<a class="headerlink" href="#option-flags" title="Permalink to this headline">¶</a></h3> <p>A number of option flags control various aspects of doctest’s behavior. Symbolic names for the flags are supplied as module constants, which can be or’ed together and passed to various functions. The names can also be used in <a class="reference internal" href="#doctest-directives"><em>doctest directives</em></a>.</p> <p>The first group of options define test semantics, controlling aspects of how doctest decides whether actual output matches an example’s expected output:</p> <dl class="data"> <dt id="doctest.DONT_ACCEPT_TRUE_FOR_1"> <tt class="descclassname">doctest.</tt><tt class="descname">DONT_ACCEPT_TRUE_FOR_1</tt><a class="headerlink" href="#doctest.DONT_ACCEPT_TRUE_FOR_1" title="Permalink to this definition">¶</a></dt> <dd><p>By default, if an expected output block contains just <tt class="docutils literal"><span class="pre">1</span></tt>, an actual output block containing just <tt class="docutils literal"><span class="pre">1</span></tt> or just <tt class="docutils literal"><span class="pre">True</span></tt> is considered to be a match, and similarly for <tt class="docutils literal"><span class="pre">0</span></tt> versus <tt class="docutils literal"><span class="pre">False</span></tt>. When <a class="reference internal" href="#doctest.DONT_ACCEPT_TRUE_FOR_1" title="doctest.DONT_ACCEPT_TRUE_FOR_1"><tt class="xref py py-const docutils literal"><span class="pre">DONT_ACCEPT_TRUE_FOR_1</span></tt></a> is specified, neither substitution is allowed. The default behavior caters to that Python changed the return type of many functions from integer to boolean; doctests expecting “little integer” output still work in these cases. This option will probably go away, but not for several years.</p> </dd></dl> <dl class="data"> <dt id="doctest.DONT_ACCEPT_BLANKLINE"> <tt class="descclassname">doctest.</tt><tt class="descname">DONT_ACCEPT_BLANKLINE</tt><a class="headerlink" href="#doctest.DONT_ACCEPT_BLANKLINE" title="Permalink to this definition">¶</a></dt> <dd><p>By default, if an expected output block contains a line containing only the string <tt class="docutils literal"><span class="pre"><BLANKLINE></span></tt>, then that line will match a blank line in the actual output. Because a genuinely blank line delimits the expected output, this is the only way to communicate that a blank line is expected. When <a class="reference internal" href="#doctest.DONT_ACCEPT_BLANKLINE" title="doctest.DONT_ACCEPT_BLANKLINE"><tt class="xref py py-const docutils literal"><span class="pre">DONT_ACCEPT_BLANKLINE</span></tt></a> is specified, this substitution is not allowed.</p> </dd></dl> <dl class="data"> <dt id="doctest.NORMALIZE_WHITESPACE"> <tt class="descclassname">doctest.</tt><tt class="descname">NORMALIZE_WHITESPACE</tt><a class="headerlink" href="#doctest.NORMALIZE_WHITESPACE" title="Permalink to this definition">¶</a></dt> <dd><p>When specified, all sequences of whitespace (blanks and newlines) are treated as equal. Any sequence of whitespace within the expected output will match any sequence of whitespace within the actual output. By default, whitespace must match exactly. <a class="reference internal" href="#doctest.NORMALIZE_WHITESPACE" title="doctest.NORMALIZE_WHITESPACE"><tt class="xref py py-const docutils literal"><span class="pre">NORMALIZE_WHITESPACE</span></tt></a> is especially useful when a line of expected output is very long, and you want to wrap it across multiple lines in your source.</p> </dd></dl> <dl class="data"> <dt id="doctest.ELLIPSIS"> <tt class="descclassname">doctest.</tt><tt class="descname">ELLIPSIS</tt><a class="headerlink" href="#doctest.ELLIPSIS" title="Permalink to this definition">¶</a></dt> <dd><p>When specified, an ellipsis marker (<tt class="docutils literal"><span class="pre">...</span></tt>) in the expected output can match any substring in the actual output. This includes substrings that span line boundaries, and empty substrings, so it’s best to keep usage of this simple. Complicated uses can lead to the same kinds of “oops, it matched too much!” surprises that <tt class="docutils literal"><span class="pre">.*</span></tt> is prone to in regular expressions.</p> </dd></dl> <dl class="data"> <dt id="doctest.IGNORE_EXCEPTION_DETAIL"> <tt class="descclassname">doctest.</tt><tt class="descname">IGNORE_EXCEPTION_DETAIL</tt><a class="headerlink" href="#doctest.IGNORE_EXCEPTION_DETAIL" title="Permalink to this definition">¶</a></dt> <dd><p>When specified, an example that expects an exception passes if an exception of the expected type is raised, even if the exception detail does not match. For example, an example expecting <tt class="docutils literal"><span class="pre">ValueError:</span> <span class="pre">42</span></tt> will pass if the actual exception raised is <tt class="docutils literal"><span class="pre">ValueError:</span> <span class="pre">3*14</span></tt>, but will fail, e.g., if <a class="reference internal" href="exceptions.html#exceptions.TypeError" title="exceptions.TypeError"><tt class="xref py py-exc docutils literal"><span class="pre">TypeError</span></tt></a> is raised.</p> <p>It will also ignore the module name used in Python 3 doctest reports. Hence both of these variations will work with the flag specified, regardless of whether the test is run under Python 2.7 or Python 3.2 (or later versions):</p> <div class="highlight-python"><div class="highlight"><pre><span class="gp">>>> </span><span class="k">raise</span> <span class="n">CustomError</span><span class="p">(</span><span class="s">'message'</span><span class="p">)</span> <span class="gt">Traceback (most recent call last):</span> <span class="gr">CustomError</span>: <span class="n">message</span> <span class="gp">>>> </span><span class="k">raise</span> <span class="n">CustomError</span><span class="p">(</span><span class="s">'message'</span><span class="p">)</span> <span class="gt">Traceback (most recent call last):</span> <span class="gr">my_module.CustomError</span>: <span class="n">message</span> </pre></div> </div> <p>Note that <a class="reference internal" href="#doctest.ELLIPSIS" title="doctest.ELLIPSIS"><tt class="xref py py-const docutils literal"><span class="pre">ELLIPSIS</span></tt></a> can also be used to ignore the details of the exception message, but such a test may still fail based on whether or not the module details are printed as part of the exception name. Using <a class="reference internal" href="#doctest.IGNORE_EXCEPTION_DETAIL" title="doctest.IGNORE_EXCEPTION_DETAIL"><tt class="xref py py-const docutils literal"><span class="pre">IGNORE_EXCEPTION_DETAIL</span></tt></a> and the details from Python 2.3 is also the only clear way to write a doctest that doesn’t care about the exception detail yet continues to pass under Python 2.3 or earlier (those releases do not support <a class="reference internal" href="#doctest-directives"><em>doctest directives</em></a> and ignore them as irrelevant comments). For example:</p> <div class="highlight-python"><div class="highlight"><pre><span class="gp">>>> </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> <span class="o">=</span> <span class="s">'moo'</span> <span class="gt">Traceback (most recent call last):</span> File <span class="nb">"<stdin>"</span>, line <span class="m">1</span>, in <span class="n">?</span> <span class="gr">TypeError</span>: <span class="n">object doesn't support item assignment</span> </pre></div> </div> <p>passes under Python 2.3 and later Python versions with the flag specified, even though the detail changed in Python 2.4 to say “does not” instead of “doesn’t”.</p> <p class="versionchanged"> <span class="versionmodified">Changed in version 2.7: </span><a class="reference internal" href="#doctest.IGNORE_EXCEPTION_DETAIL" title="doctest.IGNORE_EXCEPTION_DETAIL"><tt class="xref py py-const docutils literal"><span class="pre">IGNORE_EXCEPTION_DETAIL</span></tt></a> now also ignores any information relating to the module containing the exception under test</p> </dd></dl> <dl class="data"> <dt id="doctest.SKIP"> <tt class="descclassname">doctest.</tt><tt class="descname">SKIP</tt><a class="headerlink" href="#doctest.SKIP" title="Permalink to this definition">¶</a></dt> <dd><p>When specified, do not run the example at all. This can be useful in contexts where doctest examples serve as both documentation and test cases, and an example should be included for documentation purposes, but should not be checked. E.g., the example’s output might be random; or the example might depend on resources which would be unavailable to the test driver.</p> <p>The SKIP flag can also be used for temporarily “commenting out” examples.</p> </dd></dl> <p class="versionadded"> <span class="versionmodified">New in version 2.5.</span></p> <dl class="data"> <dt id="doctest.COMPARISON_FLAGS"> <tt class="descclassname">doctest.</tt><tt class="descname">COMPARISON_FLAGS</tt><a class="headerlink" href="#doctest.COMPARISON_FLAGS" title="Permalink to this definition">¶</a></dt> <dd><p>A bitmask or’ing together all the comparison flags above.</p> </dd></dl> <p>The second group of options controls how test failures are reported:</p> <dl class="data"> <dt id="doctest.REPORT_UDIFF"> <tt class="descclassname">doctest.</tt><tt class="descname">REPORT_UDIFF</tt><a class="headerlink" href="#doctest.REPORT_UDIFF" title="Permalink to this definition">¶</a></dt> <dd><p>When specified, failures that involve multi-line expected and actual outputs are displayed using a unified diff.</p> </dd></dl> <dl class="data"> <dt id="doctest.REPORT_CDIFF"> <tt class="descclassname">doctest.</tt><tt class="descname">REPORT_CDIFF</tt><a class="headerlink" href="#doctest.REPORT_CDIFF" title="Permalink to this definition">¶</a></dt> <dd><p>When specified, failures that involve multi-line expected and actual outputs will be displayed using a context diff.</p> </dd></dl> <dl class="data"> <dt id="doctest.REPORT_NDIFF"> <tt class="descclassname">doctest.</tt><tt class="descname">REPORT_NDIFF</tt><a class="headerlink" href="#doctest.REPORT_NDIFF" title="Permalink to this definition">¶</a></dt> <dd><p>When specified, differences are computed by <tt class="docutils literal"><span class="pre">difflib.Differ</span></tt>, using the same algorithm as the popular <tt class="file docutils literal"><span class="pre">ndiff.py</span></tt> utility. This is the only method that marks differences within lines as well as across lines. For example, if a line of expected output contains digit <tt class="docutils literal"><span class="pre">1</span></tt> where actual output contains letter <tt class="docutils literal"><span class="pre">l</span></tt>, a line is inserted with a caret marking the mismatching column positions.</p> </dd></dl> <dl class="data"> <dt id="doctest.REPORT_ONLY_FIRST_FAILURE"> <tt class="descclassname">doctest.</tt><tt class="descname">REPORT_ONLY_FIRST_FAILURE</tt><a class="headerlink" href="#doctest.REPORT_ONLY_FIRST_FAILURE" title="Permalink to this definition">¶</a></dt> <dd><p>When specified, display the first failing example in each doctest, but suppress output for all remaining examples. This will prevent doctest from reporting correct examples that break because of earlier failures; but it might also hide incorrect examples that fail independently of the first failure. When <a class="reference internal" href="#doctest.REPORT_ONLY_FIRST_FAILURE" title="doctest.REPORT_ONLY_FIRST_FAILURE"><tt class="xref py py-const docutils literal"><span class="pre">REPORT_ONLY_FIRST_FAILURE</span></tt></a> is specified, the remaining examples are still run, and still count towards the total number of failures reported; only the output is suppressed.</p> </dd></dl> <dl class="data"> <dt id="doctest.REPORTING_FLAGS"> <tt class="descclassname">doctest.</tt><tt class="descname">REPORTING_FLAGS</tt><a class="headerlink" href="#doctest.REPORTING_FLAGS" title="Permalink to this definition">¶</a></dt> <dd><p>A bitmask or’ing together all the reporting flags above.</p> </dd></dl> <p class="versionadded"> <span class="versionmodified">New in version 2.4: </span>The constants <a class="reference internal" href="#doctest.DONT_ACCEPT_BLANKLINE" title="doctest.DONT_ACCEPT_BLANKLINE"><tt class="xref py py-const docutils literal"><span class="pre">DONT_ACCEPT_BLANKLINE</span></tt></a>, <a class="reference internal" href="#doctest.NORMALIZE_WHITESPACE" title="doctest.NORMALIZE_WHITESPACE"><tt class="xref py py-const docutils literal"><span class="pre">NORMALIZE_WHITESPACE</span></tt></a>, <a class="reference internal" href="#doctest.ELLIPSIS" title="doctest.ELLIPSIS"><tt class="xref py py-const docutils literal"><span class="pre">ELLIPSIS</span></tt></a>, <a class="reference internal" href="#doctest.IGNORE_EXCEPTION_DETAIL" title="doctest.IGNORE_EXCEPTION_DETAIL"><tt class="xref py py-const docutils literal"><span class="pre">IGNORE_EXCEPTION_DETAIL</span></tt></a>, <a class="reference internal" href="#doctest.REPORT_UDIFF" title="doctest.REPORT_UDIFF"><tt class="xref py py-const docutils literal"><span class="pre">REPORT_UDIFF</span></tt></a>, <a class="reference internal" href="#doctest.REPORT_CDIFF" title="doctest.REPORT_CDIFF"><tt class="xref py py-const docutils literal"><span class="pre">REPORT_CDIFF</span></tt></a>, <a class="reference internal" href="#doctest.REPORT_NDIFF" title="doctest.REPORT_NDIFF"><tt class="xref py py-const docutils literal"><span class="pre">REPORT_NDIFF</span></tt></a>, <a class="reference internal" href="#doctest.REPORT_ONLY_FIRST_FAILURE" title="doctest.REPORT_ONLY_FIRST_FAILURE"><tt class="xref py py-const docutils literal"><span class="pre">REPORT_ONLY_FIRST_FAILURE</span></tt></a>, <a class="reference internal" href="#doctest.COMPARISON_FLAGS" title="doctest.COMPARISON_FLAGS"><tt class="xref py py-const docutils literal"><span class="pre">COMPARISON_FLAGS</span></tt></a> and <a class="reference internal" href="#doctest.REPORTING_FLAGS" title="doctest.REPORTING_FLAGS"><tt class="xref py py-const docutils literal"><span class="pre">REPORTING_FLAGS</span></tt></a> were added.</p> <p>There’s also a way to register new option flag names, although this isn’t useful unless you intend to extend <a class="reference internal" href="#module-doctest" title="doctest: Test pieces of code within docstrings."><tt class="xref py py-mod docutils literal"><span class="pre">doctest</span></tt></a> internals via subclassing:</p> <dl class="function"> <dt id="doctest.register_optionflag"> <tt class="descclassname">doctest.</tt><tt class="descname">register_optionflag</tt><big>(</big><em>name</em><big>)</big><a class="headerlink" href="#doctest.register_optionflag" title="Permalink to this definition">¶</a></dt> <dd><p>Create a new option flag with a given name, and return the new flag’s integer value. <a class="reference internal" href="#doctest.register_optionflag" title="doctest.register_optionflag"><tt class="xref py py-func docutils literal"><span class="pre">register_optionflag()</span></tt></a> can be used when subclassing <a class="reference internal" href="#doctest.OutputChecker" title="doctest.OutputChecker"><tt class="xref py py-class docutils literal"><span class="pre">OutputChecker</span></tt></a> or <a class="reference internal" href="#doctest.DocTestRunner" title="doctest.DocTestRunner"><tt class="xref py py-class docutils literal"><span class="pre">DocTestRunner</span></tt></a> to create new options that are supported by your subclasses. <a class="reference internal" href="#doctest.register_optionflag" title="doctest.register_optionflag"><tt class="xref py py-func docutils literal"><span class="pre">register_optionflag()</span></tt></a> should always be called using the following idiom:</p> <div class="highlight-python"><div class="highlight"><pre><span class="n">MY_FLAG</span> <span class="o">=</span> <span class="n">register_optionflag</span><span class="p">(</span><span class="s">'MY_FLAG'</span><span class="p">)</span> </pre></div> </div> <p class="versionadded"> <span class="versionmodified">New in version 2.4.</span></p> </dd></dl> </div> <div class="section" id="directives"> <span id="doctest-directives"></span><h3>25.2.3.6. Directives<a class="headerlink" href="#directives" title="Permalink to this headline">¶</a></h3> <p>Doctest directives may be used to modify the <a class="reference internal" href="#doctest-options"><em>option flags</em></a> for an individual example. Doctest directives are special Python comments following an example’s source code:</p> <pre> <strong id="grammar-token-directive">directive </strong> ::= "#" "doctest:" <a class="reference internal" href="#grammar-token-directive_options"><tt class="xref docutils literal"><span class="pre">directive_options</span></tt></a> <strong id="grammar-token-directive_options">directive_options </strong> ::= <a class="reference internal" href="#grammar-token-directive_option"><tt class="xref docutils literal"><span class="pre">directive_option</span></tt></a> ("," <a class="reference internal" href="#grammar-token-directive_option"><tt class="xref docutils literal"><span class="pre">directive_option</span></tt></a>)\* <strong id="grammar-token-directive_option">directive_option </strong> ::= <a class="reference internal" href="#grammar-token-on_or_off"><tt class="xref docutils literal"><span class="pre">on_or_off</span></tt></a> <a class="reference internal" href="#grammar-token-directive_option_name"><tt class="xref docutils literal"><span class="pre">directive_option_name</span></tt></a> <strong id="grammar-token-on_or_off">on_or_off </strong> ::= "+" \| "-" <strong id="grammar-token-directive_option_name">directive_option_name</strong> ::= "DONT_ACCEPT_BLANKLINE" \| "NORMALIZE_WHITESPACE" \| ... </pre> <p>Whitespace is not allowed between the <tt class="docutils literal"><span class="pre">+</span></tt> or <tt class="docutils literal"><span class="pre">-</span></tt> and the directive option name. The directive option name can be any of the option flag names explained above.</p> <p>An example’s doctest directives modify doctest’s behavior for that single example. Use <tt class="docutils literal"><span class="pre">+</span></tt> to enable the named behavior, or <tt class="docutils literal"><span class="pre">-</span></tt> to disable it.</p> <p>For example, this test passes:</p> <div class="highlight-python"><div class="highlight"><pre><span class="gp">>>> </span><span class="k">print</span> <span class="nb">range</span><span class="p">(</span><span class="mi">20</span><span class="p">)</span> <span class="c"># doctest: +NORMALIZE_WHITESPACE</span> <span class="go">[0, 1, 2, 3, 4, 5, 6, 7, 8, 9,</span> <span class="go">10, 11, 12, 13, 14, 15, 16, 17, 18, 19]</span> </pre></div> </div> <p>Without the directive it would fail, both because the actual output doesn’t have two blanks before the single-digit list elements, and because the actual output is on a single line. This test also passes, and also requires a directive to do so:</p> <div class="highlight-python"><div class="highlight"><pre><span class="gp">>>> </span><span class="k">print</span> <span class="nb">range</span><span class="p">(</span><span class="mi">20</span><span class="p">)</span> <span class="c"># doctest: +ELLIPSIS</span> <span class="go">[0, 1, ..., 18, 19]</span> </pre></div> </div> <p>Multiple directives can be used on a single physical line, separated by commas:</p> <div class="highlight-python"><div class="highlight"><pre><span class="gp">>>> </span><span class="k">print</span> <span class="nb">range</span><span class="p">(</span><span class="mi">20</span><span class="p">)</span> <span class="c"># doctest: +ELLIPSIS, +NORMALIZE_WHITESPACE</span> <span class="go">[0, 1, ..., 18, 19]</span> </pre></div> </div> <p>If multiple directive comments are used for a single example, then they are combined:</p> <div class="highlight-python"><div class="highlight"><pre><span class="gp">>>> </span><span class="k">print</span> <span class="nb">range</span><span class="p">(</span><span class="mi">20</span><span class="p">)</span> <span class="c"># doctest: +ELLIPSIS</span> <span class="gp">... </span> <span class="c"># doctest: +NORMALIZE_WHITESPACE</span> <span class="go">[0, 1, ..., 18, 19]</span> </pre></div> </div> <p>As the previous example shows, you can add <tt class="docutils literal"><span class="pre">...</span></tt> lines to your example containing only directives. This can be useful when an example is too long for a directive to comfortably fit on the same line:</p> <div class="highlight-python"><div class="highlight"><pre><span class="gp">>>> </span><span class="k">print</span> <span class="nb">range</span><span class="p">(</span><span class="mi">5</span><span class="p">)</span> <span class="o">+</span> <span class="nb">range</span><span class="p">(</span><span class="mi">10</span><span class="p">,</span><span class="mi">20</span><span class="p">)</span> <span class="o">+</span> <span class="nb">range</span><span class="p">(</span><span class="mi">30</span><span class="p">,</span><span class="mi">40</span><span class="p">)</span> <span class="o">+</span> <span class="nb">range</span><span class="p">(</span><span class="mi">50</span><span class="p">,</span><span class="mi">60</span><span class="p">)</span> <span class="gp">... </span><span class="c"># doctest: +ELLIPSIS</span> <span class="go">[0, ..., 4, 10, ..., 19, 30, ..., 39, 50, ..., 59]</span> </pre></div> </div> <p>Note that since all options are disabled by default, and directives apply only to the example they appear in, enabling options (via <tt class="docutils literal"><span class="pre">+</span></tt> in a directive) is usually the only meaningful choice. However, option flags can also be passed to functions that run doctests, establishing different defaults. In such cases, disabling an option via <tt class="docutils literal"><span class="pre">-</span></tt> in a directive can be useful.</p> <p class="versionadded"> <span class="versionmodified">New in version 2.4: </span>Support for doctest directives was added.</p> </div> <div class="section" id="warnings"> <span id="doctest-warnings"></span><h3>25.2.3.7. Warnings<a class="headerlink" href="#warnings" title="Permalink to this headline">¶</a></h3> <p><a class="reference internal" href="#module-doctest" title="doctest: Test pieces of code within docstrings."><tt class="xref py py-mod docutils literal"><span class="pre">doctest</span></tt></a> is serious about requiring exact matches in expected output. If even a single character doesn’t match, the test fails. This will probably surprise you a few times, as you learn exactly what Python does and doesn’t guarantee about output. For example, when printing a dict, Python doesn’t guarantee that the key-value pairs will be printed in any particular order, so a test like</p> <div class="highlight-python"><div class="highlight"><pre><span class="gp">>>> </span><span class="n">foo</span><span class="p">()</span> <span class="go">{"Hermione": "hippogryph", "Harry": "broomstick"}</span> </pre></div> </div> <p>is vulnerable! One workaround is to do</p> <div class="highlight-python"><div class="highlight"><pre><span class="gp">>>> </span><span class="n">foo</span><span class="p">()</span> <span class="o">==</span> <span class="p">{</span><span class="s">"Hermione"</span><span class="p">:</span> <span class="s">"hippogryph"</span><span class="p">,</span> <span class="s">"Harry"</span><span class="p">:</span> <span class="s">"broomstick"</span><span class="p">}</span> <span class="go">True</span> </pre></div> </div> <p>instead. Another is to do</p> <div class="highlight-python"><div class="highlight"><pre><span class="gp">>>> </span><span class="n">d</span> <span class="o">=</span> <span class="n">foo</span><span class="p">()</span><span class="o">.</span><span class="n">items</span><span class="p">()</span> <span class="gp">>>> </span><span class="n">d</span><span class="o">.</span><span class="n">sort</span><span class="p">()</span> <span class="gp">>>> </span><span class="n">d</span> <span class="go">[('Harry', 'broomstick'), ('Hermione', 'hippogryph')]</span> </pre></div> </div> <p>There are others, but you get the idea.</p> <p>Another bad idea is to print things that embed an object address, like</p> <div class="highlight-python"><div class="highlight"><pre><span class="gp">>>> </span><span class="nb">id</span><span class="p">(</span><span class="mf">1.0</span><span class="p">)</span> <span class="c"># certain to fail some of the time</span> <span class="go">7948648</span> <span class="gp">>>> </span><span class="k">class</span> <span class="nc">C</span><span class="p">:</span> <span class="k">pass</span> <span class="gp">>>> </span><span class="n">C</span><span class="p">()</span> <span class="c"># the default repr() for instances embeds an address</span> <span class="go"><__main__.C instance at 0x00AC18F0></span> </pre></div> </div> <p>The <a class="reference internal" href="#doctest.ELLIPSIS" title="doctest.ELLIPSIS"><tt class="xref py py-const docutils literal"><span class="pre">ELLIPSIS</span></tt></a> directive gives a nice approach for the last example:</p> <div class="highlight-python"><div class="highlight"><pre><span class="gp">>>> </span><span class="n">C</span><span class="p">()</span> <span class="c">#doctest: +ELLIPSIS</span> <span class="go"><__main__.C instance at 0x...></span> </pre></div> </div> <p>Floating-point numbers are also subject to small output variations across platforms, because Python defers to the platform C library for float formatting, and C libraries vary widely in quality here.</p> <div class="highlight-python"><div class="highlight"><pre><span class="gp">>>> </span><span class="mf">1.</span><span class="o">/</span><span class="mi">7</span> <span class="c"># risky</span> <span class="go">0.14285714285714285</span> <span class="gp">>>> </span><span class="k">print</span> <span class="mf">1.</span><span class="o">/</span><span class="mi">7</span> <span class="c"># safer</span> <span class="go">0.142857142857</span> <span class="gp">>>> </span><span class="k">print</span> <span class="nb">round</span><span class="p">(</span><span class="mf">1.</span><span class="o">/</span><span class="mi">7</span><span class="p">,</span> <span class="mi">6</span><span class="p">)</span> <span class="c"># much safer</span> <span class="go">0.142857</span> </pre></div> </div> <p>Numbers of the form <tt class="docutils literal"><span class="pre">I/2.**J</span></tt> are safe across all platforms, and I often contrive doctest examples to produce numbers of that form:</p> <div class="highlight-python"><div class="highlight"><pre><span class="gp">>>> </span><span class="mf">3.</span><span class="o">/</span><span class="mi">4</span> <span class="c"># utterly safe</span> <span class="go">0.75</span> </pre></div> </div> <p>Simple fractions are also easier for people to understand, and that makes for better documentation.</p> </div> </div> <div class="section" id="basic-api"> <span id="doctest-basic-api"></span><h2>25.2.4. Basic API<a class="headerlink" href="#basic-api" title="Permalink to this headline">¶</a></h2> <p>The functions <a class="reference internal" href="#doctest.testmod" title="doctest.testmod"><tt class="xref py py-func docutils literal"><span class="pre">testmod()</span></tt></a> and <a class="reference internal" href="#doctest.testfile" title="doctest.testfile"><tt class="xref py py-func docutils literal"><span class="pre">testfile()</span></tt></a> provide a simple interface to doctest that should be sufficient for most basic uses. For a less formal introduction to these two functions, see sections <a class="reference internal" href="#doctest-simple-testmod"><em>Simple Usage: Checking Examples in Docstrings</em></a> and <a class="reference internal" href="#doctest-simple-testfile"><em>Simple Usage: Checking Examples in a Text File</em></a>.</p> <dl class="function"> <dt id="doctest.testfile"> <tt class="descclassname">doctest.</tt><tt class="descname">testfile</tt><big>(</big><em>filename[, module_relative][, name][, package][, globs][, verbose][, report][, optionflags][, extraglobs][, raise_on_error][, parser][, encoding]</em><big>)</big><a class="headerlink" href="#doctest.testfile" title="Permalink to this definition">¶</a></dt> <dd><p>All arguments except <em>filename</em> are optional, and should be specified in keyword form.</p> <p>Test examples in the file named <em>filename</em>. Return <tt class="docutils literal"><span class="pre">(failure_count,</span> <span class="pre">test_count)</span></tt>.</p> <p>Optional argument <em>module_relative</em> specifies how the filename should be interpreted:</p> <ul class="simple"> <li>If <em>module_relative</em> is <tt class="docutils literal"><span class="pre">True</span></tt> (the default), then <em>filename</em> specifies an OS-independent module-relative path. By default, this path is relative to the calling module’s directory; but if the <em>package</em> argument is specified, then it is relative to that package. To ensure OS-independence, <em>filename</em> should use <tt class="docutils literal"><span class="pre">/</span></tt> characters to separate path segments, and may not be an absolute path (i.e., it may not begin with <tt class="docutils literal"><span class="pre">/</span></tt>).</li> <li>If <em>module_relative</em> is <tt class="docutils literal"><span class="pre">False</span></tt>, then <em>filename</em> specifies an OS-specific path. The path may be absolute or relative; relative paths are resolved with respect to the current working directory.</li> </ul> <p>Optional argument <em>name</em> gives the name of the test; by default, or if <tt class="docutils literal"><span class="pre">None</span></tt>, <tt class="docutils literal"><span class="pre">os.path.basename(filename)</span></tt> is used.</p> <p>Optional argument <em>package</em> is a Python package or the name of a Python package whose directory should be used as the base directory for a module-relative filename. If no package is specified, then the calling module’s directory is used as the base directory for module-relative filenames. It is an error to specify <em>package</em> if <em>module_relative</em> is <tt class="docutils literal"><span class="pre">False</span></tt>.</p> <p>Optional argument <em>globs</em> gives a dict to be used as the globals when executing examples. A new shallow copy of this dict is created for the doctest, so its examples start with a clean slate. By default, or if <tt class="docutils literal"><span class="pre">None</span></tt>, a new empty dict is used.</p> <p>Optional argument <em>extraglobs</em> gives a dict merged into the globals used to execute examples. This works like <a class="reference internal" href="stdtypes.html#dict.update" title="dict.update"><tt class="xref py py-meth docutils literal"><span class="pre">dict.update()</span></tt></a>: if <em>globs</em> and <em>extraglobs</em> have a common key, the associated value in <em>extraglobs</em> appears in the combined dict. By default, or if <tt class="docutils literal"><span class="pre">None</span></tt>, no extra globals are used. This is an advanced feature that allows parameterization of doctests. For example, a doctest can be written for a base class, using a generic name for the class, then reused to test any number of subclasses by passing an <em>extraglobs</em> dict mapping the generic name to the subclass to be tested.</p> <p>Optional argument <em>verbose</em> prints lots of stuff if true, and prints only failures if false; by default, or if <tt class="docutils literal"><span class="pre">None</span></tt>, it’s true if and only if <tt class="docutils literal"><span class="pre">'-v'</span></tt> is in <tt class="docutils literal"><span class="pre">sys.argv</span></tt>.</p> <p>Optional argument <em>report</em> prints a summary at the end when true, else prints nothing at the end. In verbose mode, the summary is detailed, else the summary is very brief (in fact, empty if all tests passed).</p> <p>Optional argument <em>optionflags</em> or’s together option flags. See section <a class="reference internal" href="#doctest-options"><em>Option Flags</em></a>.</p> <p>Optional argument <em>raise_on_error</em> defaults to false. If true, an exception is raised upon the first failure or unexpected exception in an example. This allows failures to be post-mortem debugged. Default behavior is to continue running examples.</p> <p>Optional argument <em>parser</em> specifies a <a class="reference internal" href="#doctest.DocTestParser" title="doctest.DocTestParser"><tt class="xref py py-class docutils literal"><span class="pre">DocTestParser</span></tt></a> (or subclass) that should be used to extract tests from the files. It defaults to a normal parser (i.e., <tt class="docutils literal"><span class="pre">DocTestParser()</span></tt>).</p> <p>Optional argument <em>encoding</em> specifies an encoding that should be used to convert the file to unicode.</p> <p class="versionadded"> <span class="versionmodified">New in version 2.4.</span></p> <p class="versionchanged"> <span class="versionmodified">Changed in version 2.5: </span>The parameter <em>encoding</em> was added.</p> </dd></dl> <dl class="function"> <dt id="doctest.testmod"> <tt class="descclassname">doctest.</tt><tt class="descname">testmod</tt><big>(</big><em>[m][, name][, globs][, verbose][, report][, optionflags][, extraglobs][, raise_on_error][, exclude_empty]</em><big>)</big><a class="headerlink" href="#doctest.testmod" title="Permalink to this definition">¶</a></dt> <dd><p>All arguments are optional, and all except for <em>m</em> should be specified in keyword form.</p> <p>Test examples in docstrings in functions and classes reachable from module <em>m</em> (or module <a class="reference internal" href="__main__.html#module-__main__" title="__main__: The environment where the top-level script is run."><tt class="xref py py-mod docutils literal"><span class="pre">__main__</span></tt></a> if <em>m</em> is not supplied or is <tt class="docutils literal"><span class="pre">None</span></tt>), starting with <tt class="docutils literal"><span class="pre">m.__doc__</span></tt>.</p> <p>Also test examples reachable from dict <tt class="docutils literal"><span class="pre">m.__test__</span></tt>, if it exists and is not <tt class="docutils literal"><span class="pre">None</span></tt>. <tt class="docutils literal"><span class="pre">m.__test__</span></tt> maps names (strings) to functions, classes and strings; function and class docstrings are searched for examples; strings are searched directly, as if they were docstrings.</p> <p>Only docstrings attached to objects belonging to module <em>m</em> are searched.</p> <p>Return <tt class="docutils literal"><span class="pre">(failure_count,</span> <span class="pre">test_count)</span></tt>.</p> <p>Optional argument <em>name</em> gives the name of the module; by default, or if <tt class="docutils literal"><span class="pre">None</span></tt>, <tt class="docutils literal"><span class="pre">m.__name__</span></tt> is used.</p> <p>Optional argument <em>exclude_empty</em> defaults to false. If true, objects for which no doctests are found are excluded from consideration. The default is a backward compatibility hack, so that code still using <tt class="xref py py-meth docutils literal"><span class="pre">doctest.master.summarize()</span></tt> in conjunction with <a class="reference internal" href="#doctest.testmod" title="doctest.testmod"><tt class="xref py py-func docutils literal"><span class="pre">testmod()</span></tt></a> continues to get output for objects with no tests. The <em>exclude_empty</em> argument to the newer <a class="reference internal" href="#doctest.DocTestFinder" title="doctest.DocTestFinder"><tt class="xref py py-class docutils literal"><span class="pre">DocTestFinder</span></tt></a> constructor defaults to true.</p> <p>Optional arguments <em>extraglobs</em>, <em>verbose</em>, <em>report</em>, <em>optionflags</em>, <em>raise_on_error</em>, and <em>globs</em> are the same as for function <a class="reference internal" href="#doctest.testfile" title="doctest.testfile"><tt class="xref py py-func docutils literal"><span class="pre">testfile()</span></tt></a> above, except that <em>globs</em> defaults to <tt class="docutils literal"><span class="pre">m.__dict__</span></tt>.</p> <p class="versionchanged"> <span class="versionmodified">Changed in version 2.3: </span>The parameter <em>optionflags</em> was added.</p> <p class="versionchanged"> <span class="versionmodified">Changed in version 2.4: </span>The parameters <em>extraglobs</em>, <em>raise_on_error</em> and <em>exclude_empty</em> were added.</p> <p class="versionchanged"> <span class="versionmodified">Changed in version 2.5: </span>The optional argument <em>isprivate</em>, deprecated in 2.4, was removed.</p> </dd></dl> <p>There’s also a function to run the doctests associated with a single object. This function is provided for backward compatibility. There are no plans to deprecate it, but it’s rarely useful:</p> <dl class="function"> <dt id="doctest.run_docstring_examples"> <tt class="descclassname">doctest.</tt><tt class="descname">run_docstring_examples</tt><big>(</big><em>f, globs[, verbose][, name][, compileflags][, optionflags]</em><big>)</big><a class="headerlink" href="#doctest.run_docstring_examples" title="Permalink to this definition">¶</a></dt> <dd><p>Test examples associated with object <em>f</em>; for example, <em>f</em> may be a module, function, or class object.</p> <p>A shallow copy of dictionary argument <em>globs</em> is used for the execution context.</p> <p>Optional argument <em>name</em> is used in failure messages, and defaults to <tt class="docutils literal"><span class="pre">"NoName"</span></tt>.</p> <p>If optional argument <em>verbose</em> is true, output is generated even if there are no failures. By default, output is generated only in case of an example failure.</p> <p>Optional argument <em>compileflags</em> gives the set of flags that should be used by the Python compiler when running the examples. By default, or if <tt class="docutils literal"><span class="pre">None</span></tt>, flags are deduced corresponding to the set of future features found in <em>globs</em>.</p> <p>Optional argument <em>optionflags</em> works as for function <a class="reference internal" href="#doctest.testfile" title="doctest.testfile"><tt class="xref py py-func docutils literal"><span class="pre">testfile()</span></tt></a> above.</p> </dd></dl> </div> <div class="section" id="unittest-api"> <span id="doctest-unittest-api"></span><h2>25.2.5. Unittest API<a class="headerlink" href="#unittest-api" title="Permalink to this headline">¶</a></h2> <p>As your collection of doctest’ed modules grows, you’ll want a way to run all their doctests systematically. Prior to Python 2.4, <a class="reference internal" href="#module-doctest" title="doctest: Test pieces of code within docstrings."><tt class="xref py py-mod docutils literal"><span class="pre">doctest</span></tt></a> had a barely documented <tt class="xref py py-class docutils literal"><span class="pre">Tester</span></tt> class that supplied a rudimentary way to combine doctests from multiple modules. <tt class="xref py py-class docutils literal"><span class="pre">Tester</span></tt> was feeble, and in practice most serious Python testing frameworks build on the <a class="reference internal" href="unittest.html#module-unittest" title="unittest: Unit testing framework for Python."><tt class="xref py py-mod docutils literal"><span class="pre">unittest</span></tt></a> module, which supplies many flexible ways to combine tests from multiple sources. So, in Python 2.4, <a class="reference internal" href="#module-doctest" title="doctest: Test pieces of code within docstrings."><tt class="xref py py-mod docutils literal"><span class="pre">doctest</span></tt></a>‘s <tt class="xref py py-class docutils literal"><span class="pre">Tester</span></tt> class is deprecated, and <a class="reference internal" href="#module-doctest" title="doctest: Test pieces of code within docstrings."><tt class="xref py py-mod docutils literal"><span class="pre">doctest</span></tt></a> provides two functions that can be used to create <a class="reference internal" href="unittest.html#module-unittest" title="unittest: Unit testing framework for Python."><tt class="xref py py-mod docutils literal"><span class="pre">unittest</span></tt></a> test suites from modules and text files containing doctests. To integrate with <a class="reference internal" href="unittest.html#module-unittest" title="unittest: Unit testing framework for Python."><tt class="xref py py-mod docutils literal"><span class="pre">unittest</span></tt></a> test discovery, include a <tt class="xref py py-func docutils literal"><span class="pre">load_tests()</span></tt> function in your test module:</p> <div class="highlight-python"><div class="highlight"><pre><span class="kn">import</span> <span class="nn">unittest</span> <span class="kn">import</span> <span class="nn">doctest</span> <span class="kn">import</span> <span class="nn">my_module_with_doctests</span> <span class="k">def</span> <span class="nf">load_tests</span><span class="p">(</span><span class="n">loader</span><span class="p">,</span> <span class="n">tests</span><span class="p">,</span> <span class="n">ignore</span><span class="p">):</span> <span class="n">tests</span><span class="o">.</span><span class="n">addTests</span><span class="p">(</span><span class="n">doctest</span><span class="o">.</span><span class="n">DocTestSuite</span><span class="p">(</span><span class="n">my_module_with_doctests</span><span class="p">))</span> <span class="k">return</span> <span class="n">tests</span> </pre></div> </div> <p>There are two main functions for creating <a class="reference internal" href="unittest.html#unittest.TestSuite" title="unittest.TestSuite"><tt class="xref py py-class docutils literal"><span class="pre">unittest.TestSuite</span></tt></a> instances from text files and modules with doctests:</p> <dl class="function"> <dt id="doctest.DocFileSuite"> <tt class="descclassname">doctest.</tt><tt class="descname">DocFileSuite</tt><big>(</big><em>*paths, [module_relative][, package][, setUp][, tearDown][, globs][, optionflags][, parser][, encoding]</em><big>)</big><a class="headerlink" href="#doctest.DocFileSuite" title="Permalink to this definition">¶</a></dt> <dd><p>Convert doctest tests from one or more text files to a <a class="reference internal" href="unittest.html#unittest.TestSuite" title="unittest.TestSuite"><tt class="xref py py-class docutils literal"><span class="pre">unittest.TestSuite</span></tt></a>.</p> <p>The returned <a class="reference internal" href="unittest.html#unittest.TestSuite" title="unittest.TestSuite"><tt class="xref py py-class docutils literal"><span class="pre">unittest.TestSuite</span></tt></a> is to be run by the unittest framework and runs the interactive examples in each file. If an example in any file fails, then the synthesized unit test fails, and a <tt class="xref py py-exc docutils literal"><span class="pre">failureException</span></tt> exception is raised showing the name of the file containing the test and a (sometimes approximate) line number.</p> <p>Pass one or more paths (as strings) to text files to be examined.</p> <p>Options may be provided as keyword arguments:</p> <p>Optional argument <em>module_relative</em> specifies how the filenames in <em>paths</em> should be interpreted:</p> <ul class="simple"> <li>If <em>module_relative</em> is <tt class="docutils literal"><span class="pre">True</span></tt> (the default), then each filename in <em>paths</em> specifies an OS-independent module-relative path. By default, this path is relative to the calling module’s directory; but if the <em>package</em> argument is specified, then it is relative to that package. To ensure OS-independence, each filename should use <tt class="docutils literal"><span class="pre">/</span></tt> characters to separate path segments, and may not be an absolute path (i.e., it may not begin with <tt class="docutils literal"><span class="pre">/</span></tt>).</li> <li>If <em>module_relative</em> is <tt class="docutils literal"><span class="pre">False</span></tt>, then each filename in <em>paths</em> specifies an OS-specific path. The path may be absolute or relative; relative paths are resolved with respect to the current working directory.</li> </ul> <p>Optional argument <em>package</em> is a Python package or the name of a Python package whose directory should be used as the base directory for module-relative filenames in <em>paths</em>. If no package is specified, then the calling module’s directory is used as the base directory for module-relative filenames. It is an error to specify <em>package</em> if <em>module_relative</em> is <tt class="docutils literal"><span class="pre">False</span></tt>.</p> <p>Optional argument <em>setUp</em> specifies a set-up function for the test suite. This is called before running the tests in each file. The <em>setUp</em> function will be passed a <a class="reference internal" href="#doctest.DocTest" title="doctest.DocTest"><tt class="xref py py-class docutils literal"><span class="pre">DocTest</span></tt></a> object. The setUp function can access the test globals as the <em>globs</em> attribute of the test passed.</p> <p>Optional argument <em>tearDown</em> specifies a tear-down function for the test suite. This is called after running the tests in each file. The <em>tearDown</em> function will be passed a <a class="reference internal" href="#doctest.DocTest" title="doctest.DocTest"><tt class="xref py py-class docutils literal"><span class="pre">DocTest</span></tt></a> object. The setUp function can access the test globals as the <em>globs</em> attribute of the test passed.</p> <p>Optional argument <em>globs</em> is a dictionary containing the initial global variables for the tests. A new copy of this dictionary is created for each test. By default, <em>globs</em> is a new empty dictionary.</p> <p>Optional argument <em>optionflags</em> specifies the default doctest options for the tests, created by or-ing together individual option flags. See section <a class="reference internal" href="#doctest-options"><em>Option Flags</em></a>. See function <a class="reference internal" href="#doctest.set_unittest_reportflags" title="doctest.set_unittest_reportflags"><tt class="xref py py-func docutils literal"><span class="pre">set_unittest_reportflags()</span></tt></a> below for a better way to set reporting options.</p> <p>Optional argument <em>parser</em> specifies a <a class="reference internal" href="#doctest.DocTestParser" title="doctest.DocTestParser"><tt class="xref py py-class docutils literal"><span class="pre">DocTestParser</span></tt></a> (or subclass) that should be used to extract tests from the files. It defaults to a normal parser (i.e., <tt class="docutils literal"><span class="pre">DocTestParser()</span></tt>).</p> <p>Optional argument <em>encoding</em> specifies an encoding that should be used to convert the file to unicode.</p> <p class="versionadded"> <span class="versionmodified">New in version 2.4.</span></p> <p class="versionchanged"> <span class="versionmodified">Changed in version 2.5: </span>The global <tt class="docutils literal"><span class="pre">__file__</span></tt> was added to the globals provided to doctests loaded from a text file using <a class="reference internal" href="#doctest.DocFileSuite" title="doctest.DocFileSuite"><tt class="xref py py-func docutils literal"><span class="pre">DocFileSuite()</span></tt></a>.</p> <p class="versionchanged"> <span class="versionmodified">Changed in version 2.5: </span>The parameter <em>encoding</em> was added.</p> <div class="admonition note"> <p class="first admonition-title">Note</p> <p>Unlike <a class="reference internal" href="#doctest.testmod" title="doctest.testmod"><tt class="xref py py-func docutils literal"><span class="pre">testmod()</span></tt></a> and <a class="reference internal" href="#doctest.DocTestFinder" title="doctest.DocTestFinder"><tt class="xref py py-class docutils literal"><span class="pre">DocTestFinder</span></tt></a>, this function raises a <a class="reference internal" href="exceptions.html#exceptions.ValueError" title="exceptions.ValueError"><tt class="xref py py-exc docutils literal"><span class="pre">ValueError</span></tt></a> if <em>module</em> contains no docstrings. You can prevent this error by passing a <a class="reference internal" href="#doctest.DocTestFinder" title="doctest.DocTestFinder"><tt class="xref py py-class docutils literal"><span class="pre">DocTestFinder</span></tt></a> instance as the <em>test_finder</em> argument with its <em>exclude_empty</em> keyword argument set to <tt class="docutils literal"><span class="pre">False</span></tt>:</p> <div class="last highlight-python"><div class="highlight"><pre><span class="gp">>>> </span><span class="n">finder</span> <span class="o">=</span> <span class="n">doctest</span><span class="o">.</span><span class="n">DocTestFinder</span><span class="p">(</span><span class="n">exclude_empty</span><span class="o">=</span><span class="bp">False</span><span class="p">)</span> <span class="gp">>>> </span><span class="n">suite</span> <span class="o">=</span> <span class="n">doctest</span><span class="o">.</span><span class="n">DocTestSuite</span><span class="p">(</span><span class="n">test_finder</span><span class="o">=</span><span class="n">finder</span><span class="p">)</span> </pre></div> </div> </div> </dd></dl> <dl class="function"> <dt id="doctest.DocTestSuite"> <tt class="descclassname">doctest.</tt><tt class="descname">DocTestSuite</tt><big>(</big><em>[module][, globs][, extraglobs][, test_finder][, setUp][, tearDown][, checker]</em><big>)</big><a class="headerlink" href="#doctest.DocTestSuite" title="Permalink to this definition">¶</a></dt> <dd><p>Convert doctest tests for a module to a <a class="reference internal" href="unittest.html#unittest.TestSuite" title="unittest.TestSuite"><tt class="xref py py-class docutils literal"><span class="pre">unittest.TestSuite</span></tt></a>.</p> <p>The returned <a class="reference internal" href="unittest.html#unittest.TestSuite" title="unittest.TestSuite"><tt class="xref py py-class docutils literal"><span class="pre">unittest.TestSuite</span></tt></a> is to be run by the unittest framework and runs each doctest in the module. If any of the doctests fail, then the synthesized unit test fails, and a <tt class="xref py py-exc docutils literal"><span class="pre">failureException</span></tt> exception is raised showing the name of the file containing the test and a (sometimes approximate) line number.</p> <p>Optional argument <em>module</em> provides the module to be tested. It can be a module object or a (possibly dotted) module name. If not specified, the module calling this function is used.</p> <p>Optional argument <em>globs</em> is a dictionary containing the initial global variables for the tests. A new copy of this dictionary is created for each test. By default, <em>globs</em> is a new empty dictionary.</p> <p>Optional argument <em>extraglobs</em> specifies an extra set of global variables, which is merged into <em>globs</em>. By default, no extra globals are used.</p> <p>Optional argument <em>test_finder</em> is the <a class="reference internal" href="#doctest.DocTestFinder" title="doctest.DocTestFinder"><tt class="xref py py-class docutils literal"><span class="pre">DocTestFinder</span></tt></a> object (or a drop-in replacement) that is used to extract doctests from the module.</p> <p>Optional arguments <em>setUp</em>, <em>tearDown</em>, and <em>optionflags</em> are the same as for function <a class="reference internal" href="#doctest.DocFileSuite" title="doctest.DocFileSuite"><tt class="xref py py-func docutils literal"><span class="pre">DocFileSuite()</span></tt></a> above.</p> <p class="versionadded"> <span class="versionmodified">New in version 2.3.</span></p> <p class="versionchanged"> <span class="versionmodified">Changed in version 2.4: </span>The parameters <em>globs</em>, <em>extraglobs</em>, <em>test_finder</em>, <em>setUp</em>, <em>tearDown</em>, and <em>optionflags</em> were added; this function now uses the same search technique as <a class="reference internal" href="#doctest.testmod" title="doctest.testmod"><tt class="xref py py-func docutils literal"><span class="pre">testmod()</span></tt></a>.</p> </dd></dl> <p>Under the covers, <a class="reference internal" href="#doctest.DocTestSuite" title="doctest.DocTestSuite"><tt class="xref py py-func docutils literal"><span class="pre">DocTestSuite()</span></tt></a> creates a <a class="reference internal" href="unittest.html#unittest.TestSuite" title="unittest.TestSuite"><tt class="xref py py-class docutils literal"><span class="pre">unittest.TestSuite</span></tt></a> out of <tt class="xref py py-class docutils literal"><span class="pre">doctest.DocTestCase</span></tt> instances, and <tt class="xref py py-class docutils literal"><span class="pre">DocTestCase</span></tt> is a subclass of <a class="reference internal" href="unittest.html#unittest.TestCase" title="unittest.TestCase"><tt class="xref py py-class docutils literal"><span class="pre">unittest.TestCase</span></tt></a>. <tt class="xref py py-class docutils literal"><span class="pre">DocTestCase</span></tt> isn’t documented here (it’s an internal detail), but studying its code can answer questions about the exact details of <a class="reference internal" href="unittest.html#module-unittest" title="unittest: Unit testing framework for Python."><tt class="xref py py-mod docutils literal"><span class="pre">unittest</span></tt></a> integration.</p> <p>Similarly, <a class="reference internal" href="#doctest.DocFileSuite" title="doctest.DocFileSuite"><tt class="xref py py-func docutils literal"><span class="pre">DocFileSuite()</span></tt></a> creates a <a class="reference internal" href="unittest.html#unittest.TestSuite" title="unittest.TestSuite"><tt class="xref py py-class docutils literal"><span class="pre">unittest.TestSuite</span></tt></a> out of <tt class="xref py py-class docutils literal"><span class="pre">doctest.DocFileCase</span></tt> instances, and <tt class="xref py py-class docutils literal"><span class="pre">DocFileCase</span></tt> is a subclass of <tt class="xref py py-class docutils literal"><span class="pre">DocTestCase</span></tt>.</p> <p>So both ways of creating a <a class="reference internal" href="unittest.html#unittest.TestSuite" title="unittest.TestSuite"><tt class="xref py py-class docutils literal"><span class="pre">unittest.TestSuite</span></tt></a> run instances of <tt class="xref py py-class docutils literal"><span class="pre">DocTestCase</span></tt>. This is important for a subtle reason: when you run <a class="reference internal" href="#module-doctest" title="doctest: Test pieces of code within docstrings."><tt class="xref py py-mod docutils literal"><span class="pre">doctest</span></tt></a> functions yourself, you can control the <a class="reference internal" href="#module-doctest" title="doctest: Test pieces of code within docstrings."><tt class="xref py py-mod docutils literal"><span class="pre">doctest</span></tt></a> options in use directly, by passing option flags to <a class="reference internal" href="#module-doctest" title="doctest: Test pieces of code within docstrings."><tt class="xref py py-mod docutils literal"><span class="pre">doctest</span></tt></a> functions. However, if you’re writing a <a class="reference internal" href="unittest.html#module-unittest" title="unittest: Unit testing framework for Python."><tt class="xref py py-mod docutils literal"><span class="pre">unittest</span></tt></a> framework, <a class="reference internal" href="unittest.html#module-unittest" title="unittest: Unit testing framework for Python."><tt class="xref py py-mod docutils literal"><span class="pre">unittest</span></tt></a> ultimately controls when and how tests get run. The framework author typically wants to control <a class="reference internal" href="#module-doctest" title="doctest: Test pieces of code within docstrings."><tt class="xref py py-mod docutils literal"><span class="pre">doctest</span></tt></a> reporting options (perhaps, e.g., specified by command line options), but there’s no way to pass options through <a class="reference internal" href="unittest.html#module-unittest" title="unittest: Unit testing framework for Python."><tt class="xref py py-mod docutils literal"><span class="pre">unittest</span></tt></a> to <a class="reference internal" href="#module-doctest" title="doctest: Test pieces of code within docstrings."><tt class="xref py py-mod docutils literal"><span class="pre">doctest</span></tt></a> test runners.</p> <p>For this reason, <a class="reference internal" href="#module-doctest" title="doctest: Test pieces of code within docstrings."><tt class="xref py py-mod docutils literal"><span class="pre">doctest</span></tt></a> also supports a notion of <a class="reference internal" href="#module-doctest" title="doctest: Test pieces of code within docstrings."><tt class="xref py py-mod docutils literal"><span class="pre">doctest</span></tt></a> reporting flags specific to <a class="reference internal" href="unittest.html#module-unittest" title="unittest: Unit testing framework for Python."><tt class="xref py py-mod docutils literal"><span class="pre">unittest</span></tt></a> support, via this function:</p> <dl class="function"> <dt id="doctest.set_unittest_reportflags"> <tt class="descclassname">doctest.</tt><tt class="descname">set_unittest_reportflags</tt><big>(</big><em>flags</em><big>)</big><a class="headerlink" href="#doctest.set_unittest_reportflags" title="Permalink to this definition">¶</a></dt> <dd><p>Set the <a class="reference internal" href="#module-doctest" title="doctest: Test pieces of code within docstrings."><tt class="xref py py-mod docutils literal"><span class="pre">doctest</span></tt></a> reporting flags to use.</p> <p>Argument <em>flags</em> or’s together option flags. See section <a class="reference internal" href="#doctest-options"><em>Option Flags</em></a>. Only “reporting flags” can be used.</p> <p>This is a module-global setting, and affects all future doctests run by module <a class="reference internal" href="unittest.html#module-unittest" title="unittest: Unit testing framework for Python."><tt class="xref py py-mod docutils literal"><span class="pre">unittest</span></tt></a>: the <tt class="xref py py-meth docutils literal"><span class="pre">runTest()</span></tt> method of <tt class="xref py py-class docutils literal"><span class="pre">DocTestCase</span></tt> looks at the option flags specified for the test case when the <tt class="xref py py-class docutils literal"><span class="pre">DocTestCase</span></tt> instance was constructed. If no reporting flags were specified (which is the typical and expected case), <a class="reference internal" href="#module-doctest" title="doctest: Test pieces of code within docstrings."><tt class="xref py py-mod docutils literal"><span class="pre">doctest</span></tt></a>‘s <a class="reference internal" href="unittest.html#module-unittest" title="unittest: Unit testing framework for Python."><tt class="xref py py-mod docutils literal"><span class="pre">unittest</span></tt></a> reporting flags are or’ed into the option flags, and the option flags so augmented are passed to the <a class="reference internal" href="#doctest.DocTestRunner" title="doctest.DocTestRunner"><tt class="xref py py-class docutils literal"><span class="pre">DocTestRunner</span></tt></a> instance created to run the doctest. If any reporting flags were specified when the <tt class="xref py py-class docutils literal"><span class="pre">DocTestCase</span></tt> instance was constructed, <a class="reference internal" href="#module-doctest" title="doctest: Test pieces of code within docstrings."><tt class="xref py py-mod docutils literal"><span class="pre">doctest</span></tt></a>‘s <a class="reference internal" href="unittest.html#module-unittest" title="unittest: Unit testing framework for Python."><tt class="xref py py-mod docutils literal"><span class="pre">unittest</span></tt></a> reporting flags are ignored.</p> <p>The value of the <a class="reference internal" href="unittest.html#module-unittest" title="unittest: Unit testing framework for Python."><tt class="xref py py-mod docutils literal"><span class="pre">unittest</span></tt></a> reporting flags in effect before the function was called is returned by the function.</p> <p class="versionadded"> <span class="versionmodified">New in version 2.4.</span></p> </dd></dl> </div> <div class="section" id="advanced-api"> <span id="doctest-advanced-api"></span><h2>25.2.6. Advanced API<a class="headerlink" href="#advanced-api" title="Permalink to this headline">¶</a></h2> <p>The basic API is a simple wrapper that’s intended to make doctest easy to use. It is fairly flexible, and should meet most users’ needs; however, if you require more fine-grained control over testing, or wish to extend doctest’s capabilities, then you should use the advanced API.</p> <p>The advanced API revolves around two container classes, which are used to store the interactive examples extracted from doctest cases:</p> <ul class="simple"> <li><a class="reference internal" href="#doctest.Example" title="doctest.Example"><tt class="xref py py-class docutils literal"><span class="pre">Example</span></tt></a>: A single Python <a class="reference internal" href="../glossary.html#term-statement"><em class="xref std std-term">statement</em></a>, paired with its expected output.</li> <li><a class="reference internal" href="#doctest.DocTest" title="doctest.DocTest"><tt class="xref py py-class docutils literal"><span class="pre">DocTest</span></tt></a>: A collection of <a class="reference internal" href="#doctest.Example" title="doctest.Example"><tt class="xref py py-class docutils literal"><span class="pre">Example</span></tt></a>s, typically extracted from a single docstring or text file.</li> </ul> <p>Additional processing classes are defined to find, parse, and run, and check doctest examples:</p> <ul class="simple"> <li><a class="reference internal" href="#doctest.DocTestFinder" title="doctest.DocTestFinder"><tt class="xref py py-class docutils literal"><span class="pre">DocTestFinder</span></tt></a>: Finds all docstrings in a given module, and uses a <a class="reference internal" href="#doctest.DocTestParser" title="doctest.DocTestParser"><tt class="xref py py-class docutils literal"><span class="pre">DocTestParser</span></tt></a> to create a <a class="reference internal" href="#doctest.DocTest" title="doctest.DocTest"><tt class="xref py py-class docutils literal"><span class="pre">DocTest</span></tt></a> from every docstring that contains interactive examples.</li> <li><a class="reference internal" href="#doctest.DocTestParser" title="doctest.DocTestParser"><tt class="xref py py-class docutils literal"><span class="pre">DocTestParser</span></tt></a>: Creates a <a class="reference internal" href="#doctest.DocTest" title="doctest.DocTest"><tt class="xref py py-class docutils literal"><span class="pre">DocTest</span></tt></a> object from a string (such as an object’s docstring).</li> <li><a class="reference internal" href="#doctest.DocTestRunner" title="doctest.DocTestRunner"><tt class="xref py py-class docutils literal"><span class="pre">DocTestRunner</span></tt></a>: Executes the examples in a <a class="reference internal" href="#doctest.DocTest" title="doctest.DocTest"><tt class="xref py py-class docutils literal"><span class="pre">DocTest</span></tt></a>, and uses an <a class="reference internal" href="#doctest.OutputChecker" title="doctest.OutputChecker"><tt class="xref py py-class docutils literal"><span class="pre">OutputChecker</span></tt></a> to verify their output.</li> <li><a class="reference internal" href="#doctest.OutputChecker" title="doctest.OutputChecker"><tt class="xref py py-class docutils literal"><span class="pre">OutputChecker</span></tt></a>: Compares the actual output from a doctest example with the expected output, and decides whether they match.</li> </ul> <p>The relationships among these processing classes are summarized in the following diagram:</p> <div class="highlight-python"><pre> list of: +------+ +---------+ |module| --DocTestFinder-> | DocTest | --DocTestRunner-> results +------+ | ^ +---------+ | ^ (printed) | | | Example | | | v | | ... | v | DocTestParser | Example | OutputChecker +---------+</pre> </div> <div class="section" id="doctest-objects"> <span id="doctest-doctest"></span><h3>25.2.6.1. DocTest Objects<a class="headerlink" href="#doctest-objects" title="Permalink to this headline">¶</a></h3> <dl class="class"> <dt id="doctest.DocTest"> <em class="property">class </em><tt class="descclassname">doctest.</tt><tt class="descname">DocTest</tt><big>(</big><em>examples</em>, <em>globs</em>, <em>name</em>, <em>filename</em>, <em>lineno</em>, <em>docstring</em><big>)</big><a class="headerlink" href="#doctest.DocTest" title="Permalink to this definition">¶</a></dt> <dd><p>A collection of doctest examples that should be run in a single namespace. The constructor arguments are used to initialize the attributes of the same names.</p> <p class="versionadded"> <span class="versionmodified">New in version 2.4.</span></p> <p><a class="reference internal" href="#doctest.DocTest" title="doctest.DocTest"><tt class="xref py py-class docutils literal"><span class="pre">DocTest</span></tt></a> defines the following attributes. They are initialized by the constructor, and should not be modified directly.</p> <dl class="attribute"> <dt id="doctest.DocTest.examples"> <tt class="descname">examples</tt><a class="headerlink" href="#doctest.DocTest.examples" title="Permalink to this definition">¶</a></dt> <dd><p>A list of <a class="reference internal" href="#doctest.Example" title="doctest.Example"><tt class="xref py py-class docutils literal"><span class="pre">Example</span></tt></a> objects encoding the individual interactive Python examples that should be run by this test.</p> </dd></dl> <dl class="attribute"> <dt id="doctest.DocTest.globs"> <tt class="descname">globs</tt><a class="headerlink" href="#doctest.DocTest.globs" title="Permalink to this definition">¶</a></dt> <dd><p>The namespace (aka globals) that the examples should be run in. This is a dictionary mapping names to values. Any changes to the namespace made by the examples (such as binding new variables) will be reflected in <a class="reference internal" href="#doctest.DocTest.globs" title="doctest.DocTest.globs"><tt class="xref py py-attr docutils literal"><span class="pre">globs</span></tt></a> after the test is run.</p> </dd></dl> <dl class="attribute"> <dt id="doctest.DocTest.name"> <tt class="descname">name</tt><a class="headerlink" href="#doctest.DocTest.name" title="Permalink to this definition">¶</a></dt> <dd><p>A string name identifying the <a class="reference internal" href="#doctest.DocTest" title="doctest.DocTest"><tt class="xref py py-class docutils literal"><span class="pre">DocTest</span></tt></a>. Typically, this is the name of the object or file that the test was extracted from.</p> </dd></dl> <dl class="attribute"> <dt id="doctest.DocTest.filename"> <tt class="descname">filename</tt><a class="headerlink" href="#doctest.DocTest.filename" title="Permalink to this definition">¶</a></dt> <dd><p>The name of the file that this <a class="reference internal" href="#doctest.DocTest" title="doctest.DocTest"><tt class="xref py py-class docutils literal"><span class="pre">DocTest</span></tt></a> was extracted from; or <tt class="docutils literal"><span class="pre">None</span></tt> if the filename is unknown, or if the <a class="reference internal" href="#doctest.DocTest" title="doctest.DocTest"><tt class="xref py py-class docutils literal"><span class="pre">DocTest</span></tt></a> was not extracted from a file.</p> </dd></dl> <dl class="attribute"> <dt id="doctest.DocTest.lineno"> <tt class="descname">lineno</tt><a class="headerlink" href="#doctest.DocTest.lineno" title="Permalink to this definition">¶</a></dt> <dd><p>The line number within <a class="reference internal" href="#doctest.DocTest.filename" title="doctest.DocTest.filename"><tt class="xref py py-attr docutils literal"><span class="pre">filename</span></tt></a> where this <a class="reference internal" href="#doctest.DocTest" title="doctest.DocTest"><tt class="xref py py-class docutils literal"><span class="pre">DocTest</span></tt></a> begins, or <tt class="docutils literal"><span class="pre">None</span></tt> if the line number is unavailable. This line number is zero-based with respect to the beginning of the file.</p> </dd></dl> <dl class="attribute"> <dt id="doctest.DocTest.docstring"> <tt class="descname">docstring</tt><a class="headerlink" href="#doctest.DocTest.docstring" title="Permalink to this definition">¶</a></dt> <dd><p>The string that the test was extracted from, or ‘None’ if the string is unavailable, or if the test was not extracted from a string.</p> </dd></dl> </dd></dl> </div> <div class="section" id="example-objects"> <span id="doctest-example"></span><h3>25.2.6.2. Example Objects<a class="headerlink" href="#example-objects" title="Permalink to this headline">¶</a></h3> <dl class="class"> <dt id="doctest.Example"> <em class="property">class </em><tt class="descclassname">doctest.</tt><tt class="descname">Example</tt><big>(</big><em>source, want[, exc_msg][, lineno][, indent][, options]</em><big>)</big><a class="headerlink" href="#doctest.Example" title="Permalink to this definition">¶</a></dt> <dd><p>A single interactive example, consisting of a Python statement and its expected output. The constructor arguments are used to initialize the attributes of the same names.</p> <p class="versionadded"> <span class="versionmodified">New in version 2.4.</span></p> <p><a class="reference internal" href="#doctest.Example" title="doctest.Example"><tt class="xref py py-class docutils literal"><span class="pre">Example</span></tt></a> defines the following attributes. They are initialized by the constructor, and should not be modified directly.</p> <dl class="attribute"> <dt id="doctest.Example.source"> <tt class="descname">source</tt><a class="headerlink" href="#doctest.Example.source" title="Permalink to this definition">¶</a></dt> <dd><p>A string containing the example’s source code. This source code consists of a single Python statement, and always ends with a newline; the constructor adds a newline when necessary.</p> </dd></dl> <dl class="attribute"> <dt id="doctest.Example.want"> <tt class="descname">want</tt><a class="headerlink" href="#doctest.Example.want" title="Permalink to this definition">¶</a></dt> <dd><p>The expected output from running the example’s source code (either from stdout, or a traceback in case of exception). <a class="reference internal" href="#doctest.Example.want" title="doctest.Example.want"><tt class="xref py py-attr docutils literal"><span class="pre">want</span></tt></a> ends with a newline unless no output is expected, in which case it’s an empty string. The constructor adds a newline when necessary.</p> </dd></dl> <dl class="attribute"> <dt id="doctest.Example.exc_msg"> <tt class="descname">exc_msg</tt><a class="headerlink" href="#doctest.Example.exc_msg" title="Permalink to this definition">¶</a></dt> <dd><p>The exception message generated by the example, if the example is expected to generate an exception; or <tt class="docutils literal"><span class="pre">None</span></tt> if it is not expected to generate an exception. This exception message is compared against the return value of <a class="reference internal" href="traceback.html#traceback.format_exception_only" title="traceback.format_exception_only"><tt class="xref py py-func docutils literal"><span class="pre">traceback.format_exception_only()</span></tt></a>. <a class="reference internal" href="#doctest.Example.exc_msg" title="doctest.Example.exc_msg"><tt class="xref py py-attr docutils literal"><span class="pre">exc_msg</span></tt></a> ends with a newline unless it’s <tt class="docutils literal"><span class="pre">None</span></tt>. The constructor adds a newline if needed.</p> </dd></dl> <dl class="attribute"> <dt id="doctest.Example.lineno"> <tt class="descname">lineno</tt><a class="headerlink" href="#doctest.Example.lineno" title="Permalink to this definition">¶</a></dt> <dd><p>The line number within the string containing this example where the example begins. This line number is zero-based with respect to the beginning of the containing string.</p> </dd></dl> <dl class="attribute"> <dt id="doctest.Example.indent"> <tt class="descname">indent</tt><a class="headerlink" href="#doctest.Example.indent" title="Permalink to this definition">¶</a></dt> <dd><p>The example’s indentation in the containing string, i.e., the number of space characters that precede the example’s first prompt.</p> </dd></dl> <dl class="attribute"> <dt id="doctest.Example.options"> <tt class="descname">options</tt><a class="headerlink" href="#doctest.Example.options" title="Permalink to this definition">¶</a></dt> <dd><p>A dictionary mapping from option flags to <tt class="docutils literal"><span class="pre">True</span></tt> or <tt class="docutils literal"><span class="pre">False</span></tt>, which is used to override default options for this example. Any option flags not contained in this dictionary are left at their default value (as specified by the <a class="reference internal" href="#doctest.DocTestRunner" title="doctest.DocTestRunner"><tt class="xref py py-class docutils literal"><span class="pre">DocTestRunner</span></tt></a>‘s <tt class="xref py py-attr docutils literal"><span class="pre">optionflags</span></tt>). By default, no options are set.</p> </dd></dl> </dd></dl> </div> <div class="section" id="doctestfinder-objects"> <span id="doctest-doctestfinder"></span><h3>25.2.6.3. DocTestFinder objects<a class="headerlink" href="#doctestfinder-objects" title="Permalink to this headline">¶</a></h3> <dl class="class"> <dt id="doctest.DocTestFinder"> <em class="property">class </em><tt class="descclassname">doctest.</tt><tt class="descname">DocTestFinder</tt><big>(</big><em>[verbose][, parser][, recurse][, exclude_empty]</em><big>)</big><a class="headerlink" href="#doctest.DocTestFinder" title="Permalink to this definition">¶</a></dt> <dd><p>A processing class used to extract the <a class="reference internal" href="#doctest.DocTest" title="doctest.DocTest"><tt class="xref py py-class docutils literal"><span class="pre">DocTest</span></tt></a>s that are relevant to a given object, from its docstring and the docstrings of its contained objects. <a class="reference internal" href="#doctest.DocTest" title="doctest.DocTest"><tt class="xref py py-class docutils literal"><span class="pre">DocTest</span></tt></a>s can currently be extracted from the following object types: modules, functions, classes, methods, staticmethods, classmethods, and properties.</p> <p>The optional argument <em>verbose</em> can be used to display the objects searched by the finder. It defaults to <tt class="docutils literal"><span class="pre">False</span></tt> (no output).</p> <p>The optional argument <em>parser</em> specifies the <a class="reference internal" href="#doctest.DocTestParser" title="doctest.DocTestParser"><tt class="xref py py-class docutils literal"><span class="pre">DocTestParser</span></tt></a> object (or a drop-in replacement) that is used to extract doctests from docstrings.</p> <p>If the optional argument <em>recurse</em> is false, then <a class="reference internal" href="#doctest.DocTestFinder.find" title="doctest.DocTestFinder.find"><tt class="xref py py-meth docutils literal"><span class="pre">DocTestFinder.find()</span></tt></a> will only examine the given object, and not any contained objects.</p> <p>If the optional argument <em>exclude_empty</em> is false, then <a class="reference internal" href="#doctest.DocTestFinder.find" title="doctest.DocTestFinder.find"><tt class="xref py py-meth docutils literal"><span class="pre">DocTestFinder.find()</span></tt></a> will include tests for objects with empty docstrings.</p> <p class="versionadded"> <span class="versionmodified">New in version 2.4.</span></p> <p><a class="reference internal" href="#doctest.DocTestFinder" title="doctest.DocTestFinder"><tt class="xref py py-class docutils literal"><span class="pre">DocTestFinder</span></tt></a> defines the following method:</p> <dl class="method"> <dt id="doctest.DocTestFinder.find"> <tt class="descname">find</tt><big>(</big><em>obj[, name][, module][, globs][, extraglobs]</em><big>)</big><a class="headerlink" href="#doctest.DocTestFinder.find" title="Permalink to this definition">¶</a></dt> <dd><p>Return a list of the <a class="reference internal" href="#doctest.DocTest" title="doctest.DocTest"><tt class="xref py py-class docutils literal"><span class="pre">DocTest</span></tt></a>s that are defined by <em>obj</em>‘s docstring, or by any of its contained objects’ docstrings.</p> <p>The optional argument <em>name</em> specifies the object’s name; this name will be used to construct names for the returned <a class="reference internal" href="#doctest.DocTest" title="doctest.DocTest"><tt class="xref py py-class docutils literal"><span class="pre">DocTest</span></tt></a>s. If <em>name</em> is not specified, then <tt class="docutils literal"><span class="pre">obj.__name__</span></tt> is used.</p> <p>The optional parameter <em>module</em> is the module that contains the given object. If the module is not specified or is None, then the test finder will attempt to automatically determine the correct module. The object’s module is used:</p> <ul class="simple"> <li>As a default namespace, if <em>globs</em> is not specified.</li> <li>To prevent the DocTestFinder from extracting DocTests from objects that are imported from other modules. (Contained objects with modules other than <em>module</em> are ignored.)</li> <li>To find the name of the file containing the object.</li> <li>To help find the line number of the object within its file.</li> </ul> <p>If <em>module</em> is <tt class="docutils literal"><span class="pre">False</span></tt>, no attempt to find the module will be made. This is obscure, of use mostly in testing doctest itself: if <em>module</em> is <tt class="docutils literal"><span class="pre">False</span></tt>, or is <tt class="docutils literal"><span class="pre">None</span></tt> but cannot be found automatically, then all objects are considered to belong to the (non-existent) module, so all contained objects will (recursively) be searched for doctests.</p> <p>The globals for each <a class="reference internal" href="#doctest.DocTest" title="doctest.DocTest"><tt class="xref py py-class docutils literal"><span class="pre">DocTest</span></tt></a> is formed by combining <em>globs</em> and <em>extraglobs</em> (bindings in <em>extraglobs</em> override bindings in <em>globs</em>). A new shallow copy of the globals dictionary is created for each <a class="reference internal" href="#doctest.DocTest" title="doctest.DocTest"><tt class="xref py py-class docutils literal"><span class="pre">DocTest</span></tt></a>. If <em>globs</em> is not specified, then it defaults to the module’s <em>__dict__</em>, if specified, or <tt class="docutils literal"><span class="pre">{}</span></tt> otherwise. If <em>extraglobs</em> is not specified, then it defaults to <tt class="docutils literal"><span class="pre">{}</span></tt>.</p> </dd></dl> </dd></dl> </div> <div class="section" id="doctestparser-objects"> <span id="doctest-doctestparser"></span><h3>25.2.6.4. DocTestParser objects<a class="headerlink" href="#doctestparser-objects" title="Permalink to this headline">¶</a></h3> <dl class="class"> <dt id="doctest.DocTestParser"> <em class="property">class </em><tt class="descclassname">doctest.</tt><tt class="descname">DocTestParser</tt><a class="headerlink" href="#doctest.DocTestParser" title="Permalink to this definition">¶</a></dt> <dd><p>A processing class used to extract interactive examples from a string, and use them to create a <a class="reference internal" href="#doctest.DocTest" title="doctest.DocTest"><tt class="xref py py-class docutils literal"><span class="pre">DocTest</span></tt></a> object.</p> <p class="versionadded"> <span class="versionmodified">New in version 2.4.</span></p> <p><a class="reference internal" href="#doctest.DocTestParser" title="doctest.DocTestParser"><tt class="xref py py-class docutils literal"><span class="pre">DocTestParser</span></tt></a> defines the following methods:</p> <dl class="method"> <dt id="doctest.DocTestParser.get_doctest"> <tt class="descname">get_doctest</tt><big>(</big><em>string</em>, <em>globs</em>, <em>name</em>, <em>filename</em>, <em>lineno</em><big>)</big><a class="headerlink" href="#doctest.DocTestParser.get_doctest" title="Permalink to this definition">¶</a></dt> <dd><p>Extract all doctest examples from the given string, and collect them into a <a class="reference internal" href="#doctest.DocTest" title="doctest.DocTest"><tt class="xref py py-class docutils literal"><span class="pre">DocTest</span></tt></a> object.</p> <p><em>globs</em>, <em>name</em>, <em>filename</em>, and <em>lineno</em> are attributes for the new <a class="reference internal" href="#doctest.DocTest" title="doctest.DocTest"><tt class="xref py py-class docutils literal"><span class="pre">DocTest</span></tt></a> object. See the documentation for <a class="reference internal" href="#doctest.DocTest" title="doctest.DocTest"><tt class="xref py py-class docutils literal"><span class="pre">DocTest</span></tt></a> for more information.</p> </dd></dl> <dl class="method"> <dt id="doctest.DocTestParser.get_examples"> <tt class="descname">get_examples</tt><big>(</big><em>string</em><span class="optional">[</span>, <em>name</em><span class="optional">]</span><big>)</big><a class="headerlink" href="#doctest.DocTestParser.get_examples" title="Permalink to this definition">¶</a></dt> <dd><p>Extract all doctest examples from the given string, and return them as a list of <a class="reference internal" href="#doctest.Example" title="doctest.Example"><tt class="xref py py-class docutils literal"><span class="pre">Example</span></tt></a> objects. Line numbers are 0-based. The optional argument <em>name</em> is a name identifying this string, and is only used for error messages.</p> </dd></dl> <dl class="method"> <dt id="doctest.DocTestParser.parse"> <tt class="descname">parse</tt><big>(</big><em>string</em><span class="optional">[</span>, <em>name</em><span class="optional">]</span><big>)</big><a class="headerlink" href="#doctest.DocTestParser.parse" title="Permalink to this definition">¶</a></dt> <dd><p>Divide the given string into examples and intervening text, and return them as a list of alternating <a class="reference internal" href="#doctest.Example" title="doctest.Example"><tt class="xref py py-class docutils literal"><span class="pre">Example</span></tt></a>s and strings. Line numbers for the <a class="reference internal" href="#doctest.Example" title="doctest.Example"><tt class="xref py py-class docutils literal"><span class="pre">Example</span></tt></a>s are 0-based. The optional argument <em>name</em> is a name identifying this string, and is only used for error messages.</p> </dd></dl> </dd></dl> </div> <div class="section" id="doctestrunner-objects"> <span id="doctest-doctestrunner"></span><h3>25.2.6.5. DocTestRunner objects<a class="headerlink" href="#doctestrunner-objects" title="Permalink to this headline">¶</a></h3> <dl class="class"> <dt id="doctest.DocTestRunner"> <em class="property">class </em><tt class="descclassname">doctest.</tt><tt class="descname">DocTestRunner</tt><big>(</big><em>[checker][, verbose][, optionflags]</em><big>)</big><a class="headerlink" href="#doctest.DocTestRunner" title="Permalink to this definition">¶</a></dt> <dd><p>A processing class used to execute and verify the interactive examples in a <a class="reference internal" href="#doctest.DocTest" title="doctest.DocTest"><tt class="xref py py-class docutils literal"><span class="pre">DocTest</span></tt></a>.</p> <p>The comparison between expected outputs and actual outputs is done by an <a class="reference internal" href="#doctest.OutputChecker" title="doctest.OutputChecker"><tt class="xref py py-class docutils literal"><span class="pre">OutputChecker</span></tt></a>. This comparison may be customized with a number of option flags; see section <a class="reference internal" href="#doctest-options"><em>Option Flags</em></a> for more information. If the option flags are insufficient, then the comparison may also be customized by passing a subclass of <a class="reference internal" href="#doctest.OutputChecker" title="doctest.OutputChecker"><tt class="xref py py-class docutils literal"><span class="pre">OutputChecker</span></tt></a> to the constructor.</p> <p>The test runner’s display output can be controlled in two ways. First, an output function can be passed to <tt class="xref py py-meth docutils literal"><span class="pre">TestRunner.run()</span></tt>; this function will be called with strings that should be displayed. It defaults to <tt class="docutils literal"><span class="pre">sys.stdout.write</span></tt>. If capturing the output is not sufficient, then the display output can be also customized by subclassing DocTestRunner, and overriding the methods <a class="reference internal" href="#doctest.DocTestRunner.report_start" title="doctest.DocTestRunner.report_start"><tt class="xref py py-meth docutils literal"><span class="pre">report_start()</span></tt></a>, <a class="reference internal" href="#doctest.DocTestRunner.report_success" title="doctest.DocTestRunner.report_success"><tt class="xref py py-meth docutils literal"><span class="pre">report_success()</span></tt></a>, <a class="reference internal" href="#doctest.DocTestRunner.report_unexpected_exception" title="doctest.DocTestRunner.report_unexpected_exception"><tt class="xref py py-meth docutils literal"><span class="pre">report_unexpected_exception()</span></tt></a>, and <a class="reference internal" href="#doctest.DocTestRunner.report_failure" title="doctest.DocTestRunner.report_failure"><tt class="xref py py-meth docutils literal"><span class="pre">report_failure()</span></tt></a>.</p> <p>The optional keyword argument <em>checker</em> specifies the <a class="reference internal" href="#doctest.OutputChecker" title="doctest.OutputChecker"><tt class="xref py py-class docutils literal"><span class="pre">OutputChecker</span></tt></a> object (or drop-in replacement) that should be used to compare the expected outputs to the actual outputs of doctest examples.</p> <p>The optional keyword argument <em>verbose</em> controls the <a class="reference internal" href="#doctest.DocTestRunner" title="doctest.DocTestRunner"><tt class="xref py py-class docutils literal"><span class="pre">DocTestRunner</span></tt></a>‘s verbosity. If <em>verbose</em> is <tt class="docutils literal"><span class="pre">True</span></tt>, then information is printed about each example, as it is run. If <em>verbose</em> is <tt class="docutils literal"><span class="pre">False</span></tt>, then only failures are printed. If <em>verbose</em> is unspecified, or <tt class="docutils literal"><span class="pre">None</span></tt>, then verbose output is used iff the command-line switch <tt class="docutils literal"><span class="pre">-v</span></tt> is used.</p> <p>The optional keyword argument <em>optionflags</em> can be used to control how the test runner compares expected output to actual output, and how it displays failures. For more information, see section <a class="reference internal" href="#doctest-options"><em>Option Flags</em></a>.</p> <p class="versionadded"> <span class="versionmodified">New in version 2.4.</span></p> <p><a class="reference internal" href="#doctest.DocTestParser" title="doctest.DocTestParser"><tt class="xref py py-class docutils literal"><span class="pre">DocTestParser</span></tt></a> defines the following methods:</p> <dl class="method"> <dt id="doctest.DocTestRunner.report_start"> <tt class="descname">report_start</tt><big>(</big><em>out</em>, <em>test</em>, <em>example</em><big>)</big><a class="headerlink" href="#doctest.DocTestRunner.report_start" title="Permalink to this definition">¶</a></dt> <dd><p>Report that the test runner is about to process the given example. This method is provided to allow subclasses of <a class="reference internal" href="#doctest.DocTestRunner" title="doctest.DocTestRunner"><tt class="xref py py-class docutils literal"><span class="pre">DocTestRunner</span></tt></a> to customize their output; it should not be called directly.</p> <p><em>example</em> is the example about to be processed. <em>test</em> is the test <em>containing example</em>. <em>out</em> is the output function that was passed to <a class="reference internal" href="#doctest.DocTestRunner.run" title="doctest.DocTestRunner.run"><tt class="xref py py-meth docutils literal"><span class="pre">DocTestRunner.run()</span></tt></a>.</p> </dd></dl> <dl class="method"> <dt id="doctest.DocTestRunner.report_success"> <tt class="descname">report_success</tt><big>(</big><em>out</em>, <em>test</em>, <em>example</em>, <em>got</em><big>)</big><a class="headerlink" href="#doctest.DocTestRunner.report_success" title="Permalink to this definition">¶</a></dt> <dd><p>Report that the given example ran successfully. This method is provided to allow subclasses of <a class="reference internal" href="#doctest.DocTestRunner" title="doctest.DocTestRunner"><tt class="xref py py-class docutils literal"><span class="pre">DocTestRunner</span></tt></a> to customize their output; it should not be called directly.</p> <p><em>example</em> is the example about to be processed. <em>got</em> is the actual output from the example. <em>test</em> is the test containing <em>example</em>. <em>out</em> is the output function that was passed to <a class="reference internal" href="#doctest.DocTestRunner.run" title="doctest.DocTestRunner.run"><tt class="xref py py-meth docutils literal"><span class="pre">DocTestRunner.run()</span></tt></a>.</p> </dd></dl> <dl class="method"> <dt id="doctest.DocTestRunner.report_failure"> <tt class="descname">report_failure</tt><big>(</big><em>out</em>, <em>test</em>, <em>example</em>, <em>got</em><big>)</big><a class="headerlink" href="#doctest.DocTestRunner.report_failure" title="Permalink to this definition">¶</a></dt> <dd><p>Report that the given example failed. This method is provided to allow subclasses of <a class="reference internal" href="#doctest.DocTestRunner" title="doctest.DocTestRunner"><tt class="xref py py-class docutils literal"><span class="pre">DocTestRunner</span></tt></a> to customize their output; it should not be called directly.</p> <p><em>example</em> is the example about to be processed. <em>got</em> is the actual output from the example. <em>test</em> is the test containing <em>example</em>. <em>out</em> is the output function that was passed to <a class="reference internal" href="#doctest.DocTestRunner.run" title="doctest.DocTestRunner.run"><tt class="xref py py-meth docutils literal"><span class="pre">DocTestRunner.run()</span></tt></a>.</p> </dd></dl> <dl class="method"> <dt id="doctest.DocTestRunner.report_unexpected_exception"> <tt class="descname">report_unexpected_exception</tt><big>(</big><em>out</em>, <em>test</em>, <em>example</em>, <em>exc_info</em><big>)</big><a class="headerlink" href="#doctest.DocTestRunner.report_unexpected_exception" title="Permalink to this definition">¶</a></dt> <dd><p>Report that the given example raised an unexpected exception. This method is provided to allow subclasses of <a class="reference internal" href="#doctest.DocTestRunner" title="doctest.DocTestRunner"><tt class="xref py py-class docutils literal"><span class="pre">DocTestRunner</span></tt></a> to customize their output; it should not be called directly.</p> <p><em>example</em> is the example about to be processed. <em>exc_info</em> is a tuple containing information about the unexpected exception (as returned by <a class="reference internal" href="sys.html#sys.exc_info" title="sys.exc_info"><tt class="xref py py-func docutils literal"><span class="pre">sys.exc_info()</span></tt></a>). <em>test</em> is the test containing <em>example</em>. <em>out</em> is the output function that was passed to <a class="reference internal" href="#doctest.DocTestRunner.run" title="doctest.DocTestRunner.run"><tt class="xref py py-meth docutils literal"><span class="pre">DocTestRunner.run()</span></tt></a>.</p> </dd></dl> <dl class="method"> <dt id="doctest.DocTestRunner.run"> <tt class="descname">run</tt><big>(</big><em>test[, compileflags][, out][, clear_globs]</em><big>)</big><a class="headerlink" href="#doctest.DocTestRunner.run" title="Permalink to this definition">¶</a></dt> <dd><p>Run the examples in <em>test</em> (a <a class="reference internal" href="#doctest.DocTest" title="doctest.DocTest"><tt class="xref py py-class docutils literal"><span class="pre">DocTest</span></tt></a> object), and display the results using the writer function <em>out</em>.</p> <p>The examples are run in the namespace <tt class="docutils literal"><span class="pre">test.globs</span></tt>. If <em>clear_globs</em> is true (the default), then this namespace will be cleared after the test runs, to help with garbage collection. If you would like to examine the namespace after the test completes, then use <em>clear_globs=False</em>.</p> <p><em>compileflags</em> gives the set of flags that should be used by the Python compiler when running the examples. If not specified, then it will default to the set of future-import flags that apply to <em>globs</em>.</p> <p>The output of each example is checked using the <a class="reference internal" href="#doctest.DocTestRunner" title="doctest.DocTestRunner"><tt class="xref py py-class docutils literal"><span class="pre">DocTestRunner</span></tt></a>‘s output checker, and the results are formatted by the <tt class="xref py py-meth docutils literal"><span class="pre">DocTestRunner.report_*()</span></tt> methods.</p> </dd></dl> <dl class="method"> <dt id="doctest.DocTestRunner.summarize"> <tt class="descname">summarize</tt><big>(</big><span class="optional">[</span><em>verbose</em><span class="optional">]</span><big>)</big><a class="headerlink" href="#doctest.DocTestRunner.summarize" title="Permalink to this definition">¶</a></dt> <dd><p>Print a summary of all the test cases that have been run by this DocTestRunner, and return a <a class="reference internal" href="../glossary.html#term-named-tuple"><em class="xref std std-term">named tuple</em></a> <tt class="docutils literal"><span class="pre">TestResults(failed,</span> <span class="pre">attempted)</span></tt>.</p> <p>The optional <em>verbose</em> argument controls how detailed the summary is. If the verbosity is not specified, then the <a class="reference internal" href="#doctest.DocTestRunner" title="doctest.DocTestRunner"><tt class="xref py py-class docutils literal"><span class="pre">DocTestRunner</span></tt></a>‘s verbosity is used.</p> <p class="versionchanged"> <span class="versionmodified">Changed in version 2.6: </span>Use a named tuple.</p> </dd></dl> </dd></dl> </div> <div class="section" id="outputchecker-objects"> <span id="doctest-outputchecker"></span><h3>25.2.6.6. OutputChecker objects<a class="headerlink" href="#outputchecker-objects" title="Permalink to this headline">¶</a></h3> <dl class="class"> <dt id="doctest.OutputChecker"> <em class="property">class </em><tt class="descclassname">doctest.</tt><tt class="descname">OutputChecker</tt><a class="headerlink" href="#doctest.OutputChecker" title="Permalink to this definition">¶</a></dt> <dd><p>A class used to check the whether the actual output from a doctest example matches the expected output. <a class="reference internal" href="#doctest.OutputChecker" title="doctest.OutputChecker"><tt class="xref py py-class docutils literal"><span class="pre">OutputChecker</span></tt></a> defines two methods: <a class="reference internal" href="#doctest.OutputChecker.check_output" title="doctest.OutputChecker.check_output"><tt class="xref py py-meth docutils literal"><span class="pre">check_output()</span></tt></a>, which compares a given pair of outputs, and returns true if they match; and <a class="reference internal" href="#doctest.OutputChecker.output_difference" title="doctest.OutputChecker.output_difference"><tt class="xref py py-meth docutils literal"><span class="pre">output_difference()</span></tt></a>, which returns a string describing the differences between two outputs.</p> <p class="versionadded"> <span class="versionmodified">New in version 2.4.</span></p> <p><a class="reference internal" href="#doctest.OutputChecker" title="doctest.OutputChecker"><tt class="xref py py-class docutils literal"><span class="pre">OutputChecker</span></tt></a> defines the following methods:</p> <dl class="method"> <dt id="doctest.OutputChecker.check_output"> <tt class="descname">check_output</tt><big>(</big><em>want</em>, <em>got</em>, <em>optionflags</em><big>)</big><a class="headerlink" href="#doctest.OutputChecker.check_output" title="Permalink to this definition">¶</a></dt> <dd><p>Return <tt class="docutils literal"><span class="pre">True</span></tt> iff the actual output from an example (<em>got</em>) matches the expected output (<em>want</em>). These strings are always considered to match if they are identical; but depending on what option flags the test runner is using, several non-exact match types are also possible. See section <a class="reference internal" href="#doctest-options"><em>Option Flags</em></a> for more information about option flags.</p> </dd></dl> <dl class="method"> <dt id="doctest.OutputChecker.output_difference"> <tt class="descname">output_difference</tt><big>(</big><em>example</em>, <em>got</em>, <em>optionflags</em><big>)</big><a class="headerlink" href="#doctest.OutputChecker.output_difference" title="Permalink to this definition">¶</a></dt> <dd><p>Return a string describing the differences between the expected output for a given example (<em>example</em>) and the actual output (<em>got</em>). <em>optionflags</em> is the set of option flags used to compare <em>want</em> and <em>got</em>.</p> </dd></dl> </dd></dl> </div> </div> <div class="section" id="debugging"> <span id="doctest-debugging"></span><h2>25.2.7. Debugging<a class="headerlink" href="#debugging" title="Permalink to this headline">¶</a></h2> <p>Doctest provides several mechanisms for debugging doctest examples:</p> <ul> <li><p class="first">Several functions convert doctests to executable Python programs, which can be run under the Python debugger, <a class="reference internal" href="pdb.html#module-pdb" title="pdb: The Python debugger for interactive interpreters."><tt class="xref py py-mod docutils literal"><span class="pre">pdb</span></tt></a>.</p> </li> <li><p class="first">The <a class="reference internal" href="#doctest.DebugRunner" title="doctest.DebugRunner"><tt class="xref py py-class docutils literal"><span class="pre">DebugRunner</span></tt></a> class is a subclass of <a class="reference internal" href="#doctest.DocTestRunner" title="doctest.DocTestRunner"><tt class="xref py py-class docutils literal"><span class="pre">DocTestRunner</span></tt></a> that raises an exception for the first failing example, containing information about that example. This information can be used to perform post-mortem debugging on the example.</p> </li> <li><p class="first">The <a class="reference internal" href="unittest.html#module-unittest" title="unittest: Unit testing framework for Python."><tt class="xref py py-mod docutils literal"><span class="pre">unittest</span></tt></a> cases generated by <a class="reference internal" href="#doctest.DocTestSuite" title="doctest.DocTestSuite"><tt class="xref py py-func docutils literal"><span class="pre">DocTestSuite()</span></tt></a> support the <a class="reference internal" href="#doctest.debug" title="doctest.debug"><tt class="xref py py-meth docutils literal"><span class="pre">debug()</span></tt></a> method defined by <a class="reference internal" href="unittest.html#unittest.TestCase" title="unittest.TestCase"><tt class="xref py py-class docutils literal"><span class="pre">unittest.TestCase</span></tt></a>.</p> </li> <li><p class="first">You can add a call to <a class="reference internal" href="pdb.html#pdb.set_trace" title="pdb.set_trace"><tt class="xref py py-func docutils literal"><span class="pre">pdb.set_trace()</span></tt></a> in a doctest example, and you’ll drop into the Python debugger when that line is executed. Then you can inspect current values of variables, and so on. For example, suppose <tt class="file docutils literal"><span class="pre">a.py</span></tt> contains just this module docstring:</p> <div class="highlight-python"><div class="highlight"><pre><span class="sd">"""</span> <span class="sd">>>> def f(x):</span> <span class="sd">... g(x*2)</span> <span class="sd">>>> def g(x):</span> <span class="sd">... print x+3</span> <span class="sd">... import pdb; pdb.set_trace()</span> <span class="sd">>>> f(3)</span> <span class="sd">9</span> <span class="sd">"""</span> </pre></div> </div> <p>Then an interactive Python session may look like this:</p> <div class="highlight-python"><div class="highlight"><pre><span class="gp">>>> </span><span class="kn">import</span> <span class="nn">a</span><span class="o">,</span> <span class="nn">doctest</span> <span class="gp">>>> </span><span class="n">doctest</span><span class="o">.</span><span class="n">testmod</span><span class="p">(</span><span class="n">a</span><span class="p">)</span> <span class="go">--Return--</span> <span class="go">> <doctest a[1]>(3)g()->None</span> <span class="go">-> import pdb; pdb.set_trace()</span> <span class="go">(Pdb) list</span> <span class="go"> 1 def g(x):</span> <span class="go"> 2 print x+3</span> <span class="go"> 3 -> import pdb; pdb.set_trace()</span> <span class="go">[EOF]</span> <span class="go">(Pdb) print x</span> <span class="go">6</span> <span class="go">(Pdb) step</span> <span class="go">--Return--</span> <span class="go">> <doctest a[0]>(2)f()->None</span> <span class="go">-> g(x*2)</span> <span class="go">(Pdb) list</span> <span class="go"> 1 def f(x):</span> <span class="go"> 2 -> g(x*2)</span> <span class="go">[EOF]</span> <span class="go">(Pdb) print x</span> <span class="go">3</span> <span class="go">(Pdb) step</span> <span class="go">--Return--</span> <span class="go">> <doctest a[2]>(1)?()->None</span> <span class="go">-> f(3)</span> <span class="go">(Pdb) cont</span> <span class="go">(0, 3)</span> <span class="go">>>></span> </pre></div> </div> <p class="versionchanged"> <span class="versionmodified">Changed in version 2.4: </span>The ability to use <a class="reference internal" href="pdb.html#pdb.set_trace" title="pdb.set_trace"><tt class="xref py py-func docutils literal"><span class="pre">pdb.set_trace()</span></tt></a> usefully inside doctests was added.</p> </li> </ul> <p>Functions that convert doctests to Python code, and possibly run the synthesized code under the debugger:</p> <dl class="function"> <dt id="doctest.script_from_examples"> <tt class="descclassname">doctest.</tt><tt class="descname">script_from_examples</tt><big>(</big><em>s</em><big>)</big><a class="headerlink" href="#doctest.script_from_examples" title="Permalink to this definition">¶</a></dt> <dd><p>Convert text with examples to a script.</p> <p>Argument <em>s</em> is a string containing doctest examples. The string is converted to a Python script, where doctest examples in <em>s</em> are converted to regular code, and everything else is converted to Python comments. The generated script is returned as a string. For example,</p> <div class="highlight-python"><div class="highlight"><pre><span class="kn">import</span> <span class="nn">doctest</span> <span class="k">print</span> <span class="n">doctest</span><span class="o">.</span><span class="n">script_from_examples</span><span class="p">(</span><span class="s">r"""</span> <span class="s"> Set x and y to 1 and 2.</span> <span class="s"> >>> x, y = 1, 2</span> <span class="s"> Print their sum:</span> <span class="s"> >>> print x+y</span> <span class="s"> 3</span> <span class="s">"""</span><span class="p">)</span> </pre></div> </div> <p>displays:</p> <div class="highlight-python"><div class="highlight"><pre><span class="c"># Set x and y to 1 and 2.</span> <span class="n">x</span><span class="p">,</span> <span class="n">y</span> <span class="o">=</span> <span class="mi">1</span><span class="p">,</span> <span class="mi">2</span> <span class="c">#</span> <span class="c"># Print their sum:</span> <span class="k">print</span> <span class="n">x</span><span class="o">+</span><span class="n">y</span> <span class="c"># Expected:</span> <span class="c">## 3</span> </pre></div> </div> <p>This function is used internally by other functions (see below), but can also be useful when you want to transform an interactive Python session into a Python script.</p> <p class="versionadded"> <span class="versionmodified">New in version 2.4.</span></p> </dd></dl> <dl class="function"> <dt id="doctest.testsource"> <tt class="descclassname">doctest.</tt><tt class="descname">testsource</tt><big>(</big><em>module</em>, <em>name</em><big>)</big><a class="headerlink" href="#doctest.testsource" title="Permalink to this definition">¶</a></dt> <dd><p>Convert the doctest for an object to a script.</p> <p>Argument <em>module</em> is a module object, or dotted name of a module, containing the object whose doctests are of interest. Argument <em>name</em> is the name (within the module) of the object with the doctests of interest. The result is a string, containing the object’s docstring converted to a Python script, as described for <a class="reference internal" href="#doctest.script_from_examples" title="doctest.script_from_examples"><tt class="xref py py-func docutils literal"><span class="pre">script_from_examples()</span></tt></a> above. For example, if module <tt class="file docutils literal"><span class="pre">a.py</span></tt> contains a top-level function <tt class="xref py py-func docutils literal"><span class="pre">f()</span></tt>, then</p> <div class="highlight-python"><div class="highlight"><pre><span class="kn">import</span> <span class="nn">a</span><span class="o">,</span> <span class="nn">doctest</span> <span class="k">print</span> <span class="n">doctest</span><span class="o">.</span><span class="n">testsource</span><span class="p">(</span><span class="n">a</span><span class="p">,</span> <span class="s">"a.f"</span><span class="p">)</span> </pre></div> </div> <p>prints a script version of function <tt class="xref py py-func docutils literal"><span class="pre">f()</span></tt>‘s docstring, with doctests converted to code, and the rest placed in comments.</p> <p class="versionadded"> <span class="versionmodified">New in version 2.3.</span></p> </dd></dl> <dl class="function"> <dt id="doctest.debug"> <tt class="descclassname">doctest.</tt><tt class="descname">debug</tt><big>(</big><em>module</em>, <em>name</em><span class="optional">[</span>, <em>pm</em><span class="optional">]</span><big>)</big><a class="headerlink" href="#doctest.debug" title="Permalink to this definition">¶</a></dt> <dd><p>Debug the doctests for an object.</p> <p>The <em>module</em> and <em>name</em> arguments are the same as for function <a class="reference internal" href="#doctest.testsource" title="doctest.testsource"><tt class="xref py py-func docutils literal"><span class="pre">testsource()</span></tt></a> above. The synthesized Python script for the named object’s docstring is written to a temporary file, and then that file is run under the control of the Python debugger, <a class="reference internal" href="pdb.html#module-pdb" title="pdb: The Python debugger for interactive interpreters."><tt class="xref py py-mod docutils literal"><span class="pre">pdb</span></tt></a>.</p> <p>A shallow copy of <tt class="docutils literal"><span class="pre">module.__dict__</span></tt> is used for both local and global execution context.</p> <p>Optional argument <em>pm</em> controls whether post-mortem debugging is used. If <em>pm</em> has a true value, the script file is run directly, and the debugger gets involved only if the script terminates via raising an unhandled exception. If it does, then post-mortem debugging is invoked, via <a class="reference internal" href="pdb.html#pdb.post_mortem" title="pdb.post_mortem"><tt class="xref py py-func docutils literal"><span class="pre">pdb.post_mortem()</span></tt></a>, passing the traceback object from the unhandled exception. If <em>pm</em> is not specified, or is false, the script is run under the debugger from the start, via passing an appropriate <a class="reference internal" href="functions.html#execfile" title="execfile"><tt class="xref py py-func docutils literal"><span class="pre">execfile()</span></tt></a> call to <a class="reference internal" href="pdb.html#pdb.run" title="pdb.run"><tt class="xref py py-func docutils literal"><span class="pre">pdb.run()</span></tt></a>.</p> <p class="versionadded"> <span class="versionmodified">New in version 2.3.</span></p> <p class="versionchanged"> <span class="versionmodified">Changed in version 2.4: </span>The <em>pm</em> argument was added.</p> </dd></dl> <dl class="function"> <dt id="doctest.debug_src"> <tt class="descclassname">doctest.</tt><tt class="descname">debug_src</tt><big>(</big><em>src[, pm][, globs]</em><big>)</big><a class="headerlink" href="#doctest.debug_src" title="Permalink to this definition">¶</a></dt> <dd><p>Debug the doctests in a string.</p> <p>This is like function <a class="reference internal" href="#doctest.debug" title="doctest.debug"><tt class="xref py py-func docutils literal"><span class="pre">debug()</span></tt></a> above, except that a string containing doctest examples is specified directly, via the <em>src</em> argument.</p> <p>Optional argument <em>pm</em> has the same meaning as in function <a class="reference internal" href="#doctest.debug" title="doctest.debug"><tt class="xref py py-func docutils literal"><span class="pre">debug()</span></tt></a> above.</p> <p>Optional argument <em>globs</em> gives a dictionary to use as both local and global execution context. If not specified, or <tt class="docutils literal"><span class="pre">None</span></tt>, an empty dictionary is used. If specified, a shallow copy of the dictionary is used.</p> <p class="versionadded"> <span class="versionmodified">New in version 2.4.</span></p> </dd></dl> <p>The <a class="reference internal" href="#doctest.DebugRunner" title="doctest.DebugRunner"><tt class="xref py py-class docutils literal"><span class="pre">DebugRunner</span></tt></a> class, and the special exceptions it may raise, are of most interest to testing framework authors, and will only be sketched here. See the source code, and especially <a class="reference internal" href="#doctest.DebugRunner" title="doctest.DebugRunner"><tt class="xref py py-class docutils literal"><span class="pre">DebugRunner</span></tt></a>‘s docstring (which is a doctest!) for more details:</p> <dl class="class"> <dt id="doctest.DebugRunner"> <em class="property">class </em><tt class="descclassname">doctest.</tt><tt class="descname">DebugRunner</tt><big>(</big><em>[checker][, verbose][, optionflags]</em><big>)</big><a class="headerlink" href="#doctest.DebugRunner" title="Permalink to this definition">¶</a></dt> <dd><p>A subclass of <a class="reference internal" href="#doctest.DocTestRunner" title="doctest.DocTestRunner"><tt class="xref py py-class docutils literal"><span class="pre">DocTestRunner</span></tt></a> that raises an exception as soon as a failure is encountered. If an unexpected exception occurs, an <a class="reference internal" href="#doctest.UnexpectedException" title="doctest.UnexpectedException"><tt class="xref py py-exc docutils literal"><span class="pre">UnexpectedException</span></tt></a> exception is raised, containing the test, the example, and the original exception. If the output doesn’t match, then a <a class="reference internal" href="#doctest.DocTestFailure" title="doctest.DocTestFailure"><tt class="xref py py-exc docutils literal"><span class="pre">DocTestFailure</span></tt></a> exception is raised, containing the test, the example, and the actual output.</p> <p>For information about the constructor parameters and methods, see the documentation for <a class="reference internal" href="#doctest.DocTestRunner" title="doctest.DocTestRunner"><tt class="xref py py-class docutils literal"><span class="pre">DocTestRunner</span></tt></a> in section <a class="reference internal" href="#doctest-advanced-api"><em>Advanced API</em></a>.</p> </dd></dl> <p>There are two exceptions that may be raised by <a class="reference internal" href="#doctest.DebugRunner" title="doctest.DebugRunner"><tt class="xref py py-class docutils literal"><span class="pre">DebugRunner</span></tt></a> instances:</p> <dl class="exception"> <dt id="doctest.DocTestFailure"> <em class="property">exception </em><tt class="descclassname">doctest.</tt><tt class="descname">DocTestFailure</tt><big>(</big><em>test</em>, <em>example</em>, <em>got</em><big>)</big><a class="headerlink" href="#doctest.DocTestFailure" title="Permalink to this definition">¶</a></dt> <dd><p>An exception raised by <a class="reference internal" href="#doctest.DocTestRunner" title="doctest.DocTestRunner"><tt class="xref py py-class docutils literal"><span class="pre">DocTestRunner</span></tt></a> to signal that a doctest example’s actual output did not match its expected output. The constructor arguments are used to initialize the attributes of the same names.</p> </dd></dl> <p><a class="reference internal" href="#doctest.DocTestFailure" title="doctest.DocTestFailure"><tt class="xref py py-exc docutils literal"><span class="pre">DocTestFailure</span></tt></a> defines the following attributes:</p> <dl class="attribute"> <dt id="doctest.DocTestFailure.test"> <tt class="descclassname">DocTestFailure.</tt><tt class="descname">test</tt><a class="headerlink" href="#doctest.DocTestFailure.test" title="Permalink to this definition">¶</a></dt> <dd><p>The <a class="reference internal" href="#doctest.DocTest" title="doctest.DocTest"><tt class="xref py py-class docutils literal"><span class="pre">DocTest</span></tt></a> object that was being run when the example failed.</p> </dd></dl> <dl class="attribute"> <dt id="doctest.DocTestFailure.example"> <tt class="descclassname">DocTestFailure.</tt><tt class="descname">example</tt><a class="headerlink" href="#doctest.DocTestFailure.example" title="Permalink to this definition">¶</a></dt> <dd><p>The <a class="reference internal" href="#doctest.Example" title="doctest.Example"><tt class="xref py py-class docutils literal"><span class="pre">Example</span></tt></a> that failed.</p> </dd></dl> <dl class="attribute"> <dt id="doctest.DocTestFailure.got"> <tt class="descclassname">DocTestFailure.</tt><tt class="descname">got</tt><a class="headerlink" href="#doctest.DocTestFailure.got" title="Permalink to this definition">¶</a></dt> <dd><p>The example’s actual output.</p> </dd></dl> <dl class="exception"> <dt id="doctest.UnexpectedException"> <em class="property">exception </em><tt class="descclassname">doctest.</tt><tt class="descname">UnexpectedException</tt><big>(</big><em>test</em>, <em>example</em>, <em>exc_info</em><big>)</big><a class="headerlink" href="#doctest.UnexpectedException" title="Permalink to this definition">¶</a></dt> <dd><p>An exception raised by <a class="reference internal" href="#doctest.DocTestRunner" title="doctest.DocTestRunner"><tt class="xref py py-class docutils literal"><span class="pre">DocTestRunner</span></tt></a> to signal that a doctest example raised an unexpected exception. The constructor arguments are used to initialize the attributes of the same names.</p> </dd></dl> <p><a class="reference internal" href="#doctest.UnexpectedException" title="doctest.UnexpectedException"><tt class="xref py py-exc docutils literal"><span class="pre">UnexpectedException</span></tt></a> defines the following attributes:</p> <dl class="attribute"> <dt id="doctest.UnexpectedException.test"> <tt class="descclassname">UnexpectedException.</tt><tt class="descname">test</tt><a class="headerlink" href="#doctest.UnexpectedException.test" title="Permalink to this definition">¶</a></dt> <dd><p>The <a class="reference internal" href="#doctest.DocTest" title="doctest.DocTest"><tt class="xref py py-class docutils literal"><span class="pre">DocTest</span></tt></a> object that was being run when the example failed.</p> </dd></dl> <dl class="attribute"> <dt id="doctest.UnexpectedException.example"> <tt class="descclassname">UnexpectedException.</tt><tt class="descname">example</tt><a class="headerlink" href="#doctest.UnexpectedException.example" title="Permalink to this definition">¶</a></dt> <dd><p>The <a class="reference internal" href="#doctest.Example" title="doctest.Example"><tt class="xref py py-class docutils literal"><span class="pre">Example</span></tt></a> that failed.</p> </dd></dl> <dl class="attribute"> <dt id="doctest.UnexpectedException.exc_info"> <tt class="descclassname">UnexpectedException.</tt><tt class="descname">exc_info</tt><a class="headerlink" href="#doctest.UnexpectedException.exc_info" title="Permalink to this definition">¶</a></dt> <dd><p>A tuple containing information about the unexpected exception, as returned by <a class="reference internal" href="sys.html#sys.exc_info" title="sys.exc_info"><tt class="xref py py-func docutils literal"><span class="pre">sys.exc_info()</span></tt></a>.</p> </dd></dl> </div> <div class="section" id="soapbox"> <span id="doctest-soapbox"></span><h2>25.2.8. Soapbox<a class="headerlink" href="#soapbox" title="Permalink to this headline">¶</a></h2> <p>As mentioned in the introduction, <a class="reference internal" href="#module-doctest" title="doctest: Test pieces of code within docstrings."><tt class="xref py py-mod docutils literal"><span class="pre">doctest</span></tt></a> has grown to have three primary uses:</p> <ol class="arabic simple"> <li>Checking examples in docstrings.</li> <li>Regression testing.</li> <li>Executable documentation / literate testing.</li> </ol> <p>These uses have different requirements, and it is important to distinguish them. In particular, filling your docstrings with obscure test cases makes for bad documentation.</p> <p>When writing a docstring, choose docstring examples with care. There’s an art to this that needs to be learned—it may not be natural at first. Examples should add genuine value to the documentation. A good example can often be worth many words. If done with care, the examples will be invaluable for your users, and will pay back the time it takes to collect them many times over as the years go by and things change. I’m still amazed at how often one of my <a class="reference internal" href="#module-doctest" title="doctest: Test pieces of code within docstrings."><tt class="xref py py-mod docutils literal"><span class="pre">doctest</span></tt></a> examples stops working after a “harmless” change.</p> <p>Doctest also makes an excellent tool for regression testing, especially if you don’t skimp on explanatory text. By interleaving prose and examples, it becomes much easier to keep track of what’s actually being tested, and why. When a test fails, good prose can make it much easier to figure out what the problem is, and how it should be fixed. It’s true that you could write extensive comments in code-based testing, but few programmers do. Many have found that using doctest approaches instead leads to much clearer tests. Perhaps this is simply because doctest makes writing prose a little easier than writing code, while writing comments in code is a little harder. I think it goes deeper than just that: the natural attitude when writing a doctest-based test is that you want to explain the fine points of your software, and illustrate them with examples. This in turn naturally leads to test files that start with the simplest features, and logically progress to complications and edge cases. A coherent narrative is the result, instead of a collection of isolated functions that test isolated bits of functionality seemingly at random. It’s a different attitude, and produces different results, blurring the distinction between testing and explaining.</p> <p>Regression testing is best confined to dedicated objects or files. There are several options for organizing tests:</p> <ul class="simple"> <li>Write text files containing test cases as interactive examples, and test the files using <a class="reference internal" href="#doctest.testfile" title="doctest.testfile"><tt class="xref py py-func docutils literal"><span class="pre">testfile()</span></tt></a> or <a class="reference internal" href="#doctest.DocFileSuite" title="doctest.DocFileSuite"><tt class="xref py py-func docutils literal"><span class="pre">DocFileSuite()</span></tt></a>. This is recommended, although is easiest to do for new projects, designed from the start to use doctest.</li> <li>Define functions named <tt class="docutils literal"><span class="pre">_regrtest_topic</span></tt> that consist of single docstrings, containing test cases for the named topics. These functions can be included in the same file as the module, or separated out into a separate test file.</li> <li>Define a <tt class="docutils literal"><span class="pre">__test__</span></tt> dictionary mapping from regression test topics to docstrings containing test cases.</li> </ul> <p class="rubric">Footnotes</p> <table class="docutils footnote" frame="void" id="id2" rules="none"> <colgroup><col class="label" /><col /></colgroup> <tbody valign="top"> <tr><td class="label"><a class="fn-backref" href="#id1">[1]</a></td><td>Examples containing both expected output and an exception are not supported. Trying to guess where one ends and the other begins is too error-prone, and that also makes for a confusing test.</td></tr> </tbody> </table> </div> </div> </div> </div> </div> <div class="sphinxsidebar"> <div class="sphinxsidebarwrapper"> <h3><a href="../contents.html">Table Of Contents</a></h3> <ul> <li><a class="reference internal" href="#">25.2. <tt class="docutils literal"><span class="pre">doctest</span></tt> — Test interactive Python examples</a><ul> <li><a class="reference internal" href="#simple-usage-checking-examples-in-docstrings">25.2.1. Simple Usage: Checking Examples in Docstrings</a></li> <li><a class="reference internal" href="#simple-usage-checking-examples-in-a-text-file">25.2.2. Simple Usage: Checking Examples in a Text File</a></li> <li><a class="reference internal" href="#how-it-works">25.2.3. How It Works</a><ul> <li><a class="reference internal" href="#which-docstrings-are-examined">25.2.3.1. Which Docstrings Are Examined?</a></li> <li><a class="reference internal" href="#how-are-docstring-examples-recognized">25.2.3.2. How are Docstring Examples Recognized?</a></li> <li><a class="reference internal" href="#what-s-the-execution-context">25.2.3.3. What’s the Execution Context?</a></li> <li><a class="reference internal" href="#what-about-exceptions">25.2.3.4. What About Exceptions?</a></li> <li><a class="reference internal" href="#option-flags">25.2.3.5. Option Flags</a></li> <li><a class="reference internal" href="#directives">25.2.3.6. Directives</a></li> <li><a class="reference internal" href="#warnings">25.2.3.7. Warnings</a></li> </ul> </li> <li><a class="reference internal" href="#basic-api">25.2.4. Basic API</a></li> <li><a class="reference internal" href="#unittest-api">25.2.5. Unittest API</a></li> <li><a class="reference internal" href="#advanced-api">25.2.6. Advanced API</a><ul> <li><a class="reference internal" href="#doctest-objects">25.2.6.1. DocTest Objects</a></li> <li><a class="reference internal" href="#example-objects">25.2.6.2. Example Objects</a></li> <li><a class="reference internal" href="#doctestfinder-objects">25.2.6.3. DocTestFinder objects</a></li> <li><a class="reference internal" href="#doctestparser-objects">25.2.6.4. DocTestParser objects</a></li> <li><a class="reference internal" href="#doctestrunner-objects">25.2.6.5. DocTestRunner objects</a></li> <li><a class="reference internal" href="#outputchecker-objects">25.2.6.6. OutputChecker objects</a></li> </ul> </li> <li><a class="reference internal" href="#debugging">25.2.7. Debugging</a></li> <li><a class="reference internal" href="#soapbox">25.2.8. Soapbox</a></li> </ul> </li> </ul> <h4>Previous topic</h4> <p class="topless"><a href="pydoc.html" title="previous chapter">25.1. <tt class="docutils literal"><span class="pre">pydoc</span></tt> — Documentation generator and online help system</a></p> <h4>Next topic</h4> <p class="topless"><a href="unittest.html" title="next chapter">25.3. <tt class="docutils literal"><span class="pre">unittest</span></tt> — Unit testing framework</a></p> <h3>This Page</h3> <ul class="this-page-menu"> <li><a href="../bugs.html">Report a Bug</a></li> <li><a href="../_sources/library/doctest.txt" rel="nofollow">Show Source</a></li> </ul> <div id="searchbox" style="display: none"> <h3>Quick search</h3> <form class="search" action="../search.html" method="get"> <input type="text" name="q" /> <input type="submit" value="Go" /> <input type="hidden" name="check_keywords" value="yes" /> <input type="hidden" name="area" value="default" /> </form> <p class="searchtip" style="font-size: 90%"> Enter search terms or a module, class or function name. </p> </div> <script type="text/javascript">$('#searchbox').show(0);</script> </div> </div> <div class="clearer"></div> </div> <div class="related"> <h3>Navigation</h3> <ul> <li class="right" style="margin-right: 10px"> <a href="../genindex.html" title="General Index" >index</a></li> <li class="right" > <a href="../py-modindex.html" title="Python Module Index" >modules</a> |</li> <li class="right" > <a href="unittest.html" title="25.3. unittest — Unit testing framework" >next</a> |</li> <li class="right" > <a href="pydoc.html" title="25.1. pydoc — Documentation generator and online help system" >previous</a> |</li> <li><img src="../_static/py.png" alt="" style="vertical-align: middle; margin-top: -1px"/></li> <li><a href="http://www.python.org/">Python</a> »</li> <li> <a href="../index.html">Python 2.7.5 documentation</a> » </li> <li><a href="index.html" >The Python Standard Library</a> »</li> <li><a href="development.html" >25. 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