mirror of https://github.com/python/cpython
828 lines
29 KiB
TeX
828 lines
29 KiB
TeX
\section{\module{doctest} ---
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Test docstrings represent reality}
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\declaremodule{standard}{doctest}
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\moduleauthor{Tim Peters}{tim_one@users.sourceforge.net}
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\sectionauthor{Tim Peters}{tim_one@users.sourceforge.net}
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\sectionauthor{Moshe Zadka}{moshez@debian.org}
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\modulesynopsis{A framework for verifying examples in docstrings.}
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The \module{doctest} module searches a module's docstrings for text that looks
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like an interactive Python session, then executes all such sessions to verify
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they still work exactly as shown. Here's a complete but small example:
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\begin{verbatim}
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"""
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This is module example.
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Example supplies one function, factorial. For example,
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>>> factorial(5)
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120
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"""
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def factorial(n):
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"""Return the factorial of n, an exact integer >= 0.
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If the result is small enough to fit in an int, return an int.
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Else return a long.
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>>> [factorial(n) for n in range(6)]
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[1, 1, 2, 6, 24, 120]
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>>> [factorial(long(n)) for n in range(6)]
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[1, 1, 2, 6, 24, 120]
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>>> factorial(30)
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265252859812191058636308480000000L
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>>> factorial(30L)
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265252859812191058636308480000000L
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>>> factorial(-1)
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Traceback (most recent call last):
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...
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ValueError: n must be >= 0
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Factorials of floats are OK, but the float must be an exact integer:
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>>> factorial(30.1)
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Traceback (most recent call last):
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...
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ValueError: n must be exact integer
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>>> factorial(30.0)
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265252859812191058636308480000000L
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It must also not be ridiculously large:
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>>> factorial(1e100)
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Traceback (most recent call last):
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...
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OverflowError: n too large
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"""
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\end{verbatim}
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% allow LaTeX to break here.
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\begin{verbatim}
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import math
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if not n >= 0:
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raise ValueError("n must be >= 0")
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if math.floor(n) != n:
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raise ValueError("n must be exact integer")
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if n+1 == n: # catch a value like 1e300
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raise OverflowError("n too large")
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result = 1
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factor = 2
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while factor <= n:
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try:
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result *= factor
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except OverflowError:
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result *= long(factor)
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factor += 1
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return result
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def _test():
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import doctest
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return doctest.testmod()
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if __name__ == "__main__":
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_test()
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\end{verbatim}
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If you run \file{example.py} directly from the command line,
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\module{doctest} works its magic:
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\begin{verbatim}
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$ python example.py
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$
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\end{verbatim}
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There's no output! That's normal, and it means all the examples
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worked. Pass \programopt{-v} to the script, and \module{doctest}
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prints a detailed log of what it's trying, and prints a summary at the
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end:
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\begin{verbatim}
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$ python example.py -v
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Trying: factorial(5)
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Expecting: 120
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ok
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Trying: [factorial(n) for n in range(6)]
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Expecting: [1, 1, 2, 6, 24, 120]
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ok
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Trying: [factorial(long(n)) for n in range(6)]
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Expecting: [1, 1, 2, 6, 24, 120]
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ok
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\end{verbatim}
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And so on, eventually ending with:
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\begin{verbatim}
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Trying: factorial(1e100)
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Expecting:
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Traceback (most recent call last):
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...
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OverflowError: n too large
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ok
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2 items passed all tests:
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1 tests in example
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8 tests in example.factorial
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9 tests in 2 items.
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9 passed and 0 failed.
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Test passed.
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$
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\end{verbatim}
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That's all you need to know to start making productive use of
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\module{doctest}! Jump in. The following sections provide full
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details. Note that there are many examples of doctests in
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the standard Python test suite and libraries.
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\subsection{Simple Usage}
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The simplest way to start using doctest (but not necessarily the way
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you'll continue to do it) is to end each module \module{M} with:
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\begin{verbatim}
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def _test():
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import doctest
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return doctest.testmod()
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if __name__ == "__main__":
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_test()
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\end{verbatim}
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\module{doctest} then examines docstrings in the module calling
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\function{testmod()}.
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Running the module as a script causes the examples in the docstrings
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to get executed and verified:
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\begin{verbatim}
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python M.py
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\end{verbatim}
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This won't display anything unless an example fails, in which case the
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failing example(s) and the cause(s) of the failure(s) are printed to stdout,
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and the final line of output is
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\samp{'***Test Failed*** \var{N} failures.'}, where \var{N} is the
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number of examples that failed.
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Run it with the \programopt{-v} switch instead:
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\begin{verbatim}
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python M.py -v
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\end{verbatim}
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and a detailed report of all examples tried is printed to standard
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output, along with assorted summaries at the end.
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You can force verbose mode by passing \code{verbose=True} to
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\function{testmod()}, or
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prohibit it by passing \code{verbose=False}. In either of those cases,
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\code{sys.argv} is not examined by \function{testmod()}.
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In any case, \function{testmod()} returns a 2-tuple of ints \code{(\var{f},
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\var{t})}, where \var{f} is the number of docstring examples that
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failed and \var{t} is the total number of docstring examples
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attempted.
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\subsection{Which Docstrings Are Examined?}
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The module docstring, and all function, class and method docstrings are
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searched. Objects imported into the module are not searched.
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In addition, if \code{M.__test__} exists and "is true", it must be a
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dict, and each entry maps a (string) name to a function object, class
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object, or string. Function and class object docstrings found from
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\code{M.__test__} are searched, and strings are treated as if they
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were docstrings. In output, a key \code{K} in \code{M.__test__} appears
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with name
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\begin{verbatim}
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<name of M>.__test__.K
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\end{verbatim}
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Any classes found are recursively searched similarly, to test docstrings in
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their contained methods and nested classes.
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\versionchanged[A "private name" concept is deprecated and no longer
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documented]{2.4}
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\subsection{What's the Execution Context?}
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By default, each time \function{testmod()} finds a docstring to test, it
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uses a \emph{shallow copy} of \module{M}'s globals, so that running tests
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doesn't change the module's real globals, and so that one test in
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\module{M} can't leave behind crumbs that accidentally allow another test
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to work. This means examples can freely use any names defined at top-level
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in \module{M}, and names defined earlier in the docstring being run.
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Examples cannot see names defined in other docstrings.
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You can force use of your own dict as the execution context by passing
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\code{globs=your_dict} to \function{testmod()} instead.
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\subsection{What About Exceptions?}
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No problem, provided that the traceback is the only output produced by
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the example: just paste in the traceback. Since tracebacks contain
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details that are likely to change rapidly (for example, exact file paths
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and line numbers), this is one case where doctest works hard to be
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flexible in what it accepts.
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Simple example:
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\begin{verbatim}
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>>> [1, 2, 3].remove(42)
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Traceback (most recent call last):
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File "<stdin>", line 1, in ?
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ValueError: list.remove(x): x not in list
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\end{verbatim}
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That doctest succeeds if \exception{ValueError} is raised, with the
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\samp{list.remove(x): x not in list} detail as shown.
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The expected output for an exception must start with a traceback
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header, which may be either of the following two lines, indented the
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same as the first line of the example:
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\begin{verbatim}
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Traceback (most recent call last):
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Traceback (innermost last):
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\end{verbatim}
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The traceback header is followed by an optional traceback stack, whose
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contents are ignored by doctest. The traceback stack is typically
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omitted, or copied verbatim from an interactive session.
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The traceback stack is followed by the most interesting part: the
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line(s) containing the exception type and detail. This is usually the
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last line of a traceback, but can extend across multiple lines if the
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exception has a multi-line detail:
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\begin{verbatim}
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>>> raise ValueError('multi\n line\ndetail')
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Traceback (most recent call last):
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File "<stdin>", line 1, in ?
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ValueError: multi
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line
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detail
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\end{verbatim}
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The last three (starting with \exception{ValueError}) lines are
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compared against the exception's type and detail, and the rest are
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ignored.
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Best practice is to omit the traceback stack, unless it adds
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significant documentation value to the example. So the last example
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is probably better as:
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\begin{verbatim}
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>>> raise ValueError('multi\n line\ndetail')
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Traceback (most recent call last):
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...
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ValueError: multi
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line
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detail
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\end{verbatim}
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Note that tracebacks are treated very specially. In particular, in the
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rewritten example, the use of \samp{...} is independent of doctest's
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\constant{ELLIPSIS} option. The ellipsis in that example could be left
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out, or could just as well be three (or three hundred) commas or digits,
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or an indented transcript of a Monty Python skit.
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Some details you should read once, but won't need to remember:
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\begin{itemize}
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\item Doctest can't guess whether your expected output came from an
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exception traceback or from ordinary printing. So, e.g., an example
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that expects \samp{ValueError: 42 is prime} will pass whether
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\exception{ValueError} is actually raised or if the example merely
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prints that traceback text. In practice, ordinary output rarely begins
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with a traceback header line, so this doesn't create real problems.
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\item Each line of the traceback stack (if present) must be indented
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further than the first line of the example, \emph{or} start with a
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non-alphanumeric character. The first line following the traceback
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header indented the same and starting with an alphanumeric is taken
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to be the start of the exception detail. Of course this does the
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right thing for genuine tracebacks.
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\end{itemize}
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\versionchanged[The ability to handle a multi-line exception detail
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was added]{2.4}
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\subsection{Option Flags and Directives\label{doctest-options}}
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A number of option flags control various aspects of doctest's
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behavior. Symbolic names for the flags are supplied as module constants,
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which can be or'ed together and passed to various functions. The names
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can also be used in doctest directives (see below).
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The first group of options define test semantics, controlling
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aspects of how doctest decides whether actual output matches an
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example's expected output:
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\begin{datadesc}{DONT_ACCEPT_TRUE_FOR_1}
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By default, if an expected output block contains just \code{1},
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an actual output block containing just \code{1} or just
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\code{True} is considered to be a match, and similarly for \code{0}
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versus \code{False}. When \constant{DONT_ACCEPT_TRUE_FOR_1} is
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specified, neither substitution is allowed. The default behavior
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caters to that Python changed the return type of many functions
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from integer to boolean; doctests expecting "little integer"
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output still work in these cases. This option will probably go
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away, but not for several years.
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\end{datadesc}
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\begin{datadesc}{DONT_ACCEPT_BLANKLINE}
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By default, if an expected output block contains a line
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containing only the string \code{<BLANKLINE>}, then that line
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will match a blank line in the actual output. Because a
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genuinely blank line delimits the expected output, this is
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the only way to communicate that a blank line is expected. When
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\constant{DONT_ACCEPT_BLANKLINE} is specified, this substitution
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is not allowed.
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\end{datadesc}
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\begin{datadesc}{NORMALIZE_WHITESPACE}
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When specified, all sequences of whitespace (blanks and newlines) are
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treated as equal. Any sequence of whitespace within the expected
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output will match any sequence of whitespace within the actual output.
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By default, whitespace must match exactly.
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\constant{NORMALIZE_WHITESPACE} is especially useful when a line
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of expected output is very long, and you want to wrap it across
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multiple lines in your source.
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\end{datadesc}
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\begin{datadesc}{ELLIPSIS}
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When specified, an ellipsis marker (\code{...}) in the expected output
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can match any substring in the actual output. This includes
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substrings that span line boundaries, and empty substrings, so it's
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best to keep usage of this simple. Complicated uses can lead to the
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same kinds of "oops, it matched too much!" surprises that \regexp{.*}
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is prone to in regular expressions.
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\end{datadesc}
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\begin{datadesc}{COMPARISON_FLAGS}
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A bitmask or'ing together all the comparison flags above.
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\end{datadesc}
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The second group of options controls how test failures are reported:
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\begin{datadesc}{REPORT_UDIFF}
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When specified, failures that involve multi-line expected and
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actual outputs are displayed using a unified diff.
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\end{datadesc}
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\begin{datadesc}{REPORT_CDIFF}
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When specified, failures that involve multi-line expected and
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actual outputs will be displayed using a context diff.
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\end{datadesc}
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\begin{datadesc}{REPORT_NDIFF}
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When specified, differences are computed by \code{difflib.Differ},
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using the same algorithm as the popular \file{ndiff.py} utility.
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This is the only method that marks differences within lines as
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well as across lines. For example, if a line of expected output
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contains digit \code{1} where actual output contains letter \code{l},
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a line is inserted with a caret marking the mismatching column
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positions.
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\end{datadesc}
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\begin{datadesc}{REPORT_ONLY_FIRST_FAILURE}
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When specified, display the first failing example in each doctest,
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but suppress output for all remaining examples. This will prevent
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doctest from reporting correct examples that break because of
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earlier failures; but it might also hide incorrect examples that
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fail independently of the first failure. When
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\constant{REPORT_ONLY_FIRST_FAILURE} is specified, the remaining
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examples are still run, and still count towards the total number of
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failures reported; only the output is suppressed.
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\end{datadesc}
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\begin{datadesc}{REPORTING_FLAGS}
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A bitmask or'ing together all the reporting flags above.
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\end{datadesc}
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A "doctest directive" is a trailing Python comment on a line of a doctest
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example:
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\begin{productionlist}[doctest]
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\production{directive}
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{"\#" "doctest:" \token{on_or_off} \token{directive_name}}
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\production{on_or_off}
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{"+" | "-"}
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\production{directive_name}
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{"DONT_ACCEPT_BLANKLINE" | "NORMALIZE_WHITESPACE" | ...}
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\end{productionlist}
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Whitespace is not allowed between the \code{+} or \code{-} and the
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directive name. The directive name can be any of the option names
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explained above.
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The doctest directives appearing in a single example modify doctest's
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behavior for that single example. Use \code{+} to enable the named
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behavior, or \code{-} to disable it.
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For example, this test passes:
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\begin{verbatim}
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>>> print range(20) #doctest: +NORMALIZE_WHITESPACE
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[0, 1, 2, 3, 4, 5, 6, 7, 8, 9,
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10, 11, 12, 13, 14, 15, 16, 17, 18, 19]
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\end{verbatim}
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Without the directive it would fail, both because the actual output
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doesn't have two blanks before the single-digit list elements, and
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because the actual output is on a single line. This test also passes,
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and also requires a directive to do so:
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\begin{verbatim}
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>>> print range(20) # doctest:+ELLIPSIS
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[0, 1, ..., 18, 19]
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\end{verbatim}
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Only one directive per physical line is accepted. If you want to
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use multiple directives for a single example, you can add
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\samp{...} lines to your example containing only directives:
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\begin{verbatim}
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>>> print range(20) #doctest: +ELLIPSIS
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... #doctest: +NORMALIZE_WHITESPACE
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[0, 1, ..., 18, 19]
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\end{verbatim}
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Note that since all options are disabled by default, and directives apply
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only to the example they appear in, enabling options (via \code{+} in a
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directive) is usually the only meaningful choice. However, option flags
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can also be passed to functions that run doctests, establishing different
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defaults. In such cases, disabling an option via \code{-} in a directive
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can be useful.
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\versionchanged[Constants \constant{DONT_ACCEPT_BLANKLINE},
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\constant{NORMALIZE_WHITESPACE}, \constant{ELLIPSIS},
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\constant{REPORT_UDIFF}, \constant{REPORT_CDIFF},
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\constant{REPORT_NDIFF}, \constant{REPORT_ONLY_FIRST_FAILURE},
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\constant{COMPARISON_FLAGS} and \constant{REPORTING_FLAGS}
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were added; by default \code{<BLANKLINE>} in expected output
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matches an empty line in actual output; and doctest directives
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were added]{2.4}
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\subsection{Advanced Usage}
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Several module level functions are available for controlling how doctests
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are run.
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\begin{funcdesc}{debug}{module, name}
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Debug a single docstring containing doctests.
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Provide the \var{module} (or dotted name of the module) containing the
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docstring to be debugged and the \var{name} (within the module) of the
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object with the docstring to be debugged.
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The doctest examples are extracted (see function \function{testsource()}),
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and written to a temporary file. The Python debugger, \refmodule{pdb},
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is then invoked on that file.
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\versionadded{2.3}
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\end{funcdesc}
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\begin{funcdesc}{testmod}{\optional{m}\optional{, name}\optional{,
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globs}\optional{, verbose}\optional{,
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isprivate}\optional{, report}\optional{,
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optionflags}\optional{, extraglobs}\optional{,
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raise_on_error}}
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All arguments are optional, and all except for \var{m} should be
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specified in keyword form.
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Test examples in docstrings in functions and classes reachable
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from module \var{m} (or the current module if \var{m} is not supplied
|
|
or is \code{None}), starting with \code{\var{m}.__doc__}.
|
|
|
|
Also test examples reachable from dict \code{\var{m}.__test__}, if it
|
|
exists and is not \code{None}. \code{\var{m}.__test__} 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.
|
|
|
|
Only docstrings attached to objects belonging to module \var{m} are
|
|
searched.
|
|
|
|
Return \samp{(\var{failure_count}, \var{test_count})}.
|
|
|
|
Optional argument \var{name} gives the name of the module; by default,
|
|
or if \code{None}, \code{\var{m}.__name__} is used.
|
|
|
|
Optional argument \var{globs} gives a dict to be used as the globals
|
|
when executing examples; by default, or if \code{None},
|
|
\code{\var{m}.__dict__} is used. A new shallow copy of this dict is
|
|
created for each docstring with examples, so that each docstring's
|
|
examples start with a clean slate.
|
|
|
|
Optional argument \var{extraglobs} gives a dict merged into the
|
|
globals used to execute examples. This works like
|
|
\method{dict.update()}: if \var{globs} and \var{extraglobs} have a
|
|
common key, the associated value in \var{extraglobs} appears in the
|
|
combined dict. By default, or if \code{None}, 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 \var{extraglobs} dict mapping the generic
|
|
name to the subclass to be tested.
|
|
|
|
Optional argument \var{verbose} prints lots of stuff if true, and prints
|
|
only failures if false; by default, or if \code{None}, it's true
|
|
if and only if \code{'-v'} is in \code{sys.argv}.
|
|
|
|
Optional argument \var{report} 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).
|
|
|
|
Optional argument \var{optionflags} or's together option flags. See
|
|
see section \ref{doctest-options}.
|
|
|
|
Optional argument \var{raise_on_error} 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.
|
|
|
|
Optional argument \var{isprivate} specifies a function used to
|
|
determine whether a name is private. The default function treats
|
|
all names as public. \var{isprivate} can be set to
|
|
\code{doctest.is_private} to skip over names that are
|
|
private according to Python's underscore naming convention.
|
|
\deprecated{2.4}{\var{isprivate} was a stupid idea -- don't use it.
|
|
If you need to skip tests based on name, filter the list returned by
|
|
\code{DocTestFinder.find()} instead.}
|
|
|
|
\versionchanged[The parameter \var{optionflags} was added]{2.3}
|
|
|
|
\versionchanged[The parameters \var{extraglobs} and \var{raise_on_error}
|
|
were added]{2.4}
|
|
\end{funcdesc}
|
|
|
|
\begin{funcdesc}{testsource}{module, name}
|
|
Extract the doctest examples from a docstring.
|
|
|
|
Provide the \var{module} (or dotted name of the module) containing the
|
|
tests to be extracted and the \var{name} (within the module) of the object
|
|
with the docstring containing the tests to be extracted.
|
|
|
|
The doctest examples are returned as a string containing Python
|
|
code. The expected output blocks in the examples are converted
|
|
to Python comments.
|
|
\versionadded{2.3}
|
|
\end{funcdesc}
|
|
|
|
\begin{funcdesc}{DocTestSuite}{\optional{module}}
|
|
Convert doctest tests for a module to a
|
|
\class{\refmodule{unittest}.TestSuite}.
|
|
|
|
The returned \class{TestSuite} 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 \exception{DocTestTestFailure}
|
|
exception is raised showing the name of the file containing the test and a
|
|
(sometimes approximate) line number.
|
|
|
|
The optional \var{module} argument 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.
|
|
|
|
Example using one of the many ways that the \refmodule{unittest} module
|
|
can use a \class{TestSuite}:
|
|
|
|
\begin{verbatim}
|
|
import unittest
|
|
import doctest
|
|
import my_module_with_doctests
|
|
|
|
suite = doctest.DocTestSuite(my_module_with_doctests)
|
|
runner = unittest.TextTestRunner()
|
|
runner.run(suite)
|
|
\end{verbatim}
|
|
|
|
\versionadded{2.3}
|
|
\warning{This function does not currently search \code{M.__test__}
|
|
and its search technique does not exactly match \function{testmod()} in
|
|
every detail. Future versions will bring the two into convergence.}
|
|
\end{funcdesc}
|
|
|
|
|
|
\subsection{How are Docstring Examples Recognized?}
|
|
|
|
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. All hard tab characters are expanded to spaces, using
|
|
8-column tab stops. If you don't believe tabs should mean that, too
|
|
bad: don't use hard tabs, or write your own \class{DocTestParser}
|
|
class.
|
|
|
|
\versionchanged[Expanding tabs to spaces is new; previous versions
|
|
tried to preserve hard tabs, with confusing results]{2.4}
|
|
|
|
\begin{verbatim}
|
|
>>> # comments are ignored
|
|
>>> x = 12
|
|
>>> x
|
|
12
|
|
>>> if x == 13:
|
|
... print "yes"
|
|
... else:
|
|
... print "no"
|
|
... print "NO"
|
|
... print "NO!!!"
|
|
...
|
|
no
|
|
NO
|
|
NO!!!
|
|
>>>
|
|
\end{verbatim}
|
|
|
|
Any expected output must immediately follow the final
|
|
\code{'>\code{>}>~'} or \code{'...~'} line containing the code, and
|
|
the expected output (if any) extends to the next \code{'>\code{>}>~'}
|
|
or all-whitespace line.
|
|
|
|
The fine print:
|
|
|
|
\begin{itemize}
|
|
|
|
\item 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 \code{<BLANKLINE>} in your
|
|
doctest example each place a blank line is expected.
|
|
\versionchanged[\code{<BLANKLINE>} was added; there was no way to
|
|
use expected output containing empty lines in
|
|
previous versions]{2.4}
|
|
|
|
\item Output to stdout is captured, but not output to stderr (exception
|
|
tracebacks are captured via a different means).
|
|
|
|
\item 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 backslahses exactly as you type
|
|
them:
|
|
|
|
\begin{verbatim}
|
|
>>> def f(x):
|
|
... r'''Backslashes in a raw docstring: m\n'''
|
|
>>> print f.__doc__
|
|
Backslashes in a raw docstring: m\n
|
|
\end{verbatim}
|
|
|
|
Otherwise, the backslash will be interpreted as part of the string.
|
|
E.g., the "{\textbackslash}" above would be interpreted as a newline
|
|
character. Alternatively, you can double each backslash in the
|
|
doctest version (and not use a raw string):
|
|
|
|
\begin{verbatim}
|
|
>>> def f(x):
|
|
... '''Backslashes in a raw docstring: m\\n'''
|
|
>>> print f.__doc__
|
|
Backslashes in a raw docstring: m\n
|
|
\end{verbatim}
|
|
|
|
\item The starting column doesn't matter:
|
|
|
|
\begin{verbatim}
|
|
>>> assert "Easy!"
|
|
>>> import math
|
|
>>> math.floor(1.9)
|
|
1.0
|
|
\end{verbatim}
|
|
|
|
and as many leading whitespace characters are stripped from the
|
|
expected output as appeared in the initial \code{'>\code{>}>~'} line
|
|
that started the example.
|
|
\end{itemize}
|
|
|
|
\subsection{Warnings}
|
|
|
|
\begin{enumerate}
|
|
|
|
\item \module{doctest} 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
|
|
|
|
% Hey! What happened to Monty Python examples?
|
|
% Tim: ask Guido -- it's his example!
|
|
\begin{verbatim}
|
|
>>> foo()
|
|
{"Hermione": "hippogryph", "Harry": "broomstick"}
|
|
>>>
|
|
\end{verbatim}
|
|
|
|
is vulnerable! One workaround is to do
|
|
|
|
\begin{verbatim}
|
|
>>> foo() == {"Hermione": "hippogryph", "Harry": "broomstick"}
|
|
True
|
|
>>>
|
|
\end{verbatim}
|
|
|
|
instead. Another is to do
|
|
|
|
\begin{verbatim}
|
|
>>> d = foo().items()
|
|
>>> d.sort()
|
|
>>> d
|
|
[('Harry', 'broomstick'), ('Hermione', 'hippogryph')]
|
|
\end{verbatim}
|
|
|
|
There are others, but you get the idea.
|
|
|
|
Another bad idea is to print things that embed an object address, like
|
|
|
|
\begin{verbatim}
|
|
>>> id(1.0) # certain to fail some of the time
|
|
7948648
|
|
>>>
|
|
\end{verbatim}
|
|
|
|
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.
|
|
|
|
\begin{verbatim}
|
|
>>> 1./7 # risky
|
|
0.14285714285714285
|
|
>>> print 1./7 # safer
|
|
0.142857142857
|
|
>>> print round(1./7, 6) # much safer
|
|
0.142857
|
|
\end{verbatim}
|
|
|
|
Numbers of the form \code{I/2.**J} are safe across all platforms, and I
|
|
often contrive doctest examples to produce numbers of that form:
|
|
|
|
\begin{verbatim}
|
|
>>> 3./4 # utterly safe
|
|
0.75
|
|
\end{verbatim}
|
|
|
|
Simple fractions are also easier for people to understand, and that makes
|
|
for better documentation.
|
|
|
|
\item Be careful if you have code that must only execute once.
|
|
|
|
If you have module-level code that must only execute once, a more foolproof
|
|
definition of \function{_test()} is
|
|
|
|
\begin{verbatim}
|
|
def _test():
|
|
import doctest, sys
|
|
doctest.testmod()
|
|
\end{verbatim}
|
|
|
|
\item WYSIWYG isn't always the case, starting in Python 2.3. The
|
|
string form of boolean results changed from \code{'0'} and
|
|
\code{'1'} to \code{'False'} and \code{'True'} in Python 2.3.
|
|
This makes it clumsy to write a doctest showing boolean results that
|
|
passes under multiple versions of Python. In Python 2.3, by default,
|
|
and as a special case, if an expected output block consists solely
|
|
of \code{'0'} and the actual output block consists solely of
|
|
\code{'False'}, that's accepted as an exact match, and similarly for
|
|
\code{'1'} versus \code{'True'}. This behavior can be turned off by
|
|
passing the new (in 2.3) module constant
|
|
\constant{DONT_ACCEPT_TRUE_FOR_1} as the value of \function{testmod()}'s
|
|
new (in 2.3) optional \var{optionflags} argument. Some years after
|
|
the integer spellings of booleans are history, this hack will
|
|
probably be removed again.
|
|
|
|
\end{enumerate}
|
|
|
|
|
|
\subsection{Soapbox}
|
|
|
|
The first word in ``doctest'' is ``doc,'' and that's why the author
|
|
wrote \refmodule{doctest}: to keep documentation up to date. It so
|
|
happens that \refmodule{doctest} makes a pleasant unit testing
|
|
environment, but that's not its primary purpose.
|
|
|
|
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 possible, show just a few normal cases, show
|
|
endcases, show interesting subtle cases, and show an example of each
|
|
kind of exception that can be raised. You're probably testing for
|
|
endcases and subtle cases anyway in an interactive shell:
|
|
\refmodule{doctest} wants to make it as easy as possible to capture
|
|
those sessions, and will verify they continue to work as designed
|
|
forever after.
|
|
|
|
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 \refmodule{doctest} examples stops working after a ``harmless''
|
|
change.
|
|
|
|
For exhaustive testing, or testing boring cases that add no value to the
|
|
docs, define a \code{__test__} dict instead. That's what it's for.
|