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Kirill Smelkov
cpython
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deaba570
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deaba570
authored
Nov 27, 2002
by
Neal Norwitz
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deaba570
Writing Python Regression Tests
+++++++++++++++++++++++++++++++
-------------------------------
Writing Python Regression Tests
Skip Montanaro
+++++++++++++++++++++++++++++++
(skip@mojam.com)
:Author: Skip Montanaro
:Contact: skip@mojam.com
Introduction
Introduction
============
If you add a new module to Python or modify the functionality of an existing
If you add a new module to Python or modify the functionality of an existing
module, you should write one or more test cases to exercise that new
module, you should write one or more test cases to exercise that new
...
@@ -13,8 +15,8 @@ testing facility provided with Python; any particular test should use only
...
@@ -13,8 +15,8 @@ testing facility provided with Python; any particular test should use only
one of these options. Each option requires writing a test module using the
one of these options. Each option requires writing a test module using the
conventions of the the selected option:
conventions of the the selected option:
- PyUnit based tests
- PyUnit
_
based tests
- doctest based tests
- doctest
_
based tests
- "traditional" Python test modules
- "traditional" Python test modules
Regardless of the mechanics of the testing approach you choose,
Regardless of the mechanics of the testing approach you choose,
...
@@ -26,26 +28,33 @@ your test cases to exercise it more completely. In particular, you will be
...
@@ -26,26 +28,33 @@ your test cases to exercise it more completely. In particular, you will be
able to refer to the C and Python code in the CVS repository when writing
able to refer to the C and Python code in the CVS repository when writing
your regression test cases.
your regression test cases.
.. _PyUnit:
.. _unittest: http://www.python.org/doc/current/lib/module-unittest.html
.. _doctest: http://www.python.org/doc/current/lib/module-doctest.html
PyUnit based tests
PyUnit based tests
------------------
The PyUnit framework is based on the ideas of unit testing as espoused
The PyUnit
_
framework is based on the ideas of unit testing as espoused
by Kent Beck and the
Extreme Programming
(XP) movement. The specific
by Kent Beck and the
`Extreme Programming`_
(XP) movement. The specific
interface provided by the framework is tightly based on the JUnit
interface provided by the framework is tightly based on the JUnit
_
Java implementation of Beck's original SmallTalk test framework. Please
Java implementation of Beck's original SmallTalk test framework. Please
see the documentation of the unittest module for detailed information on
see the documentation of the unittest
_
module for detailed information on
the interface and general guidelines on writing PyUnit based tests.
the interface and general guidelines on writing PyUnit based tests.
The test_support helper module provides a two functions for use by
The test_support helper module provides a two functions for use by
PyUnit based tests in the Python regression testing framework:
PyUnit based tests in the Python regression testing framework:
run_unittest() takes a unittest.TestCase derived class as a parameter
and runs the tests defined in that class, and run_suite() takes a
- ``run_unittest()`` takes a ``unittest.TestCase`` derived class as a
populated TestSuite instance and runs the tests. run_suite() is
parameter and runs the tests defined in that class
preferred because unittest files typically grow multiple test classes,
and you might as well be prepared.
- ``run_suite()`` takes a populated ``TestSuite`` instance and runs the
tests
``run_suite()`` is preferred because unittest files typically grow multiple
test classes, and you might as well be prepared.
All test methods in the Python regression framework have names that
All test methods in the Python regression framework have names that
start with "
test_
" and use lower-case names with words separated with
start with "
``test_``
" and use lower-case names with words separated with
underscores.
underscores.
Test methods should *not* have docstrings! The unittest module prints
Test methods should *not* have docstrings! The unittest module prints
...
@@ -55,7 +64,7 @@ latter information makes it easier to find the source for the test
...
@@ -55,7 +64,7 @@ latter information makes it easier to find the source for the test
than the docstring.
than the docstring.
All PyUnit-based tests in the Python test suite use boilerplate that
All PyUnit-based tests in the Python test suite use boilerplate that
looks like this (with minor variations):
looks like this (with minor variations):
:
import unittest
import unittest
from test import test_support
from test import test_support
...
@@ -101,17 +110,19 @@ This has the advantage that it allows the unittest module to be used
...
@@ -101,17 +110,19 @@ This has the advantage that it allows the unittest module to be used
as a script to run individual tests as well as working well with the
as a script to run individual tests as well as working well with the
regrtest framework.
regrtest framework.
.. _Extreme Programming: http://www.extremeprogramming.org/
.. _JUnit: http://www.junit.org/
doctest based tests
doctest based tests
-------------------
Tests written to use doctest are actually part of the docstrings for
Tests written to use doctest
_
are actually part of the docstrings for
the module being tested. Each test is written as a display of an
the module being tested. Each test is written as a display of an
interactive session, including the Python prompts, statements that would
interactive session, including the Python prompts, statements that would
be typed by the user, and the output of those statements (including
be typed by the user, and the output of those statements (including
tracebacks, although only the exception msg needs to be retained then).
tracebacks, although only the exception msg needs to be retained then).
The module in the test package is simply a wrapper that causes doctest
The module in the test package is simply a wrapper that causes doctest
to run over the tests in the module. The test for the difflib module
to run over the tests in the module. The test for the difflib module
provides a convenient example:
provides a convenient example:
:
import difflib
import difflib
from test import test_support
from test import test_support
...
@@ -122,12 +133,12 @@ create a corresponding output/test_difflib file), but running regrtest
...
@@ -122,12 +133,12 @@ create a corresponding output/test_difflib file), but running regrtest
with -v will give a detailed report, the same as if passing -v to doctest.
with -v will give a detailed report, the same as if passing -v to doctest.
A second argument can be passed to run_doctest to tell doctest to search
A second argument can be passed to run_doctest to tell doctest to search
sys.argv
for -v instead of using test_support's idea of verbosity. This
``sys.argv``
for -v instead of using test_support's idea of verbosity. This
is useful for writing doctest-based tests that aren't simply running a
is useful for writing doctest-based tests that aren't simply running a
doctest'ed Lib module, but contain the doctests themselves. Then at
doctest'ed Lib module, but contain the doctests themselves. Then at
times you may want to run such a test directly as a doctest, independent
times you may want to run such a test directly as a doctest, independent
of the regrtest framework. The tail end of test_descrtut.py is a good
of the regrtest framework. The tail end of test_descrtut.py is a good
example:
example:
:
def test_main(verbose=None):
def test_main(verbose=None):
from test import test_support, test_descrtut
from test import test_support, test_descrtut
...
@@ -136,34 +147,32 @@ example:
...
@@ -136,34 +147,32 @@ example:
if __name__ == "__main__":
if __name__ == "__main__":
test_main(1)
test_main(1)
If run via regrtest,
test_main() is called (by regrtest) without specifying
If run via regrtest,
``test_main()`` is called (by regrtest) without
verbose, and then test_support's idea of verbosity is used. But when
specifying verbose, and then test_support's idea of verbosity is used. But
run directly, test_main(1) is called, and then doctest's idea of verbosity
when run directly, ``test_main(1)`` is called, and then doctest's idea of
is used.
verbosity
is used.
See the documentation for the doctest module for information on
See the documentation for the doctest module for information on
writing tests using the doctest framework.
writing tests using the doctest framework.
"traditional" Python test modules
"traditional" Python test modules
---------------------------------
The mechanics of how the "traditional" test system operates are fairly
The mechanics of how the "traditional" test system operates are fairly
straightforward. When a test case is run, the output is compared with the
straightforward. When a test case is run, the output is compared with the
expected output that is stored in .../Lib/test/output. If the test runs to
expected output that is stored in .../Lib/test/output. If the test runs to
completion and the actual and expected outputs match, the test succeeds, if
completion and the actual and expected outputs match, the test succeeds, if
not, it fails. If an ImportError or test_support.TestSkipped error is
not, it fails. If an ``ImportError`` or ``test_support.TestSkipped`` error
raised, the test is not run.
is raised, the test is not run.
Executing Test Cases
Executing Test Cases
====================
If you are writing test cases for module spam, you need to create a file
If you are writing test cases for module spam, you need to create a file
in .../Lib/test named test_spam.py. In addition, if the tests are expected
in .../Lib/test named test_spam.py. In addition, if the tests are expected
to write to stdout during a successful run, you also need to create an
to write to stdout during a successful run, you also need to create an
expected output file in .../Lib/test/output named test_spam ("..."
expected output file in .../Lib/test/output named test_spam ("..."
represents the top-level directory in the Python source tree, the directory
represents the top-level directory in the Python source tree, the directory
containing the configure script). If needed, generate the initial version
containing the configure script). If needed, generate the initial version
of the test output file by executing:
of the test output file by executing:
:
./python Lib/test/regrtest.py -g test_spam.py
./python Lib/test/regrtest.py -g test_spam.py
...
@@ -176,28 +185,28 @@ not to have an expected-out file (note that doctest- and unittest-based
...
@@ -176,28 +185,28 @@ not to have an expected-out file (note that doctest- and unittest-based
tests do not).
tests do not).
To run a single test after modifying a module, simply run regrtest.py
To run a single test after modifying a module, simply run regrtest.py
without the -g flag:
without the -g flag:
:
./python Lib/test/regrtest.py test_spam.py
./python Lib/test/regrtest.py test_spam.py
While debugging a regression test, you can of course execute it
While debugging a regression test, you can of course execute it
independently of the regression testing framework and see what it prints:
independently of the regression testing framework and see what it prints:
:
./python Lib/test/test_spam.py
./python Lib/test/test_spam.py
To run the entire test suite:
To run the entire test suite:
[UNIX, + other platforms where "make" works] Make the "test" target at the
-
[UNIX, + other platforms where "make" works] Make the "test" target at the
top level
:
top level:
:
make test
make test
[WINDOWS] Run rt.bat from your PCBuild directory. Read the comments at
-
[WINDOWS] Run rt.bat from your PCBuild directory. Read the comments at
the top of rt.bat for the use of special -d, -O and -q options processed
the top of rt.bat for the use of special -d, -O and -q options processed
by rt.bat.
by rt.bat.
[OTHER] You can simply execute the two runs of regrtest (optimized and
-
[OTHER] You can simply execute the two runs of regrtest (optimized and
non-optimized) directly
:
non-optimized) directly:
:
./python Lib/test/regrtest.py
./python Lib/test/regrtest.py
./python -O Lib/test/regrtest.py
./python -O Lib/test/regrtest.py
...
@@ -217,11 +226,11 @@ significant digits (unless you understand what you are doing!).
...
@@ -217,11 +226,11 @@ significant digits (unless you understand what you are doing!).
Test Case Writing Tips
Test Case Writing Tips
======================
Writing good test cases is a skilled task and is too complex to discuss in
Writing good test cases is a skilled task and is too complex to discuss in
detail in this short document. Many books have been written on the subject.
detail in this short document. Many books have been written on the subject.
I'll show my age by suggesting that Glenford Myers' "The Art of Software
I'll show my age by suggesting that Glenford Myers'
`
"The Art of Software
Testing", published in 1979, is still the best introduction to the subject
Testing"
`_
, published in 1979, is still the best introduction to the subject
available. It is short (177 pages), easy to read, and discusses the major
available. It is short (177 pages), easy to read, and discusses the major
elements of software testing, though its publication predates the
elements of software testing, though its publication predates the
object-oriented software revolution, so doesn't cover that subject at all.
object-oriented software revolution, so doesn't cover that subject at all.
...
@@ -264,36 +273,38 @@ In designing test cases you should pay attention to the following:
...
@@ -264,36 +273,38 @@ In designing test cases you should pay attention to the following:
fixing it).
fixing it).
* If you need to create a temporary file, you can use the filename in
* If you need to create a temporary file, you can use the filename in
test_support.TESTFN
to do so. It is important to remove the file
``test_support.TESTFN``
to do so. It is important to remove the file
when done; other tests should be able to use the name without cleaning
when done; other tests should be able to use the name without cleaning
up after your test.
up after your test.
.. _"The Art of Software Testing":
http://www.amazon.com/exec/obidos/ISBN=0471043281
Regression Test Writing Rules
Regression Test Writing Rules
=============================
Each test case is different. There is no "standard" form for a Python
Each test case is different. There is no "standard" form for a Python
regression test case, though there are some general rules (note that
regression test case, though there are some general rules (note that
these mostly apply only to the "classic" tests; unittest
- and doctest
-
these mostly apply only to the "classic" tests; unittest
_- and doctest_
-
based tests should follow the conventions natural to those frameworks):
based tests should follow the conventions natural to those frameworks):
:
* If your test case detects a failure, raise
TestFailed
(found in
* If your test case detects a failure, raise
``TestFailed``
(found in
test.test_support
).
``test.test_support``
).
* Import everything you'll need as early as possible.
* Import everything you'll need as early as possible.
* If you'll be importing objects from a module that is at least
* If you'll be importing objects from a module that is at least
partially platform-dependent, only import those objects you need for
partially platform-dependent, only import those objects you need for
the current test case to avoid spurious
ImportError exceptions that
the current test case to avoid spurious
``ImportError`` exceptions
prevent the test from running to completion.
that
prevent the test from running to completion.
* Print all your test case results using the
print
statement. For
* Print all your test case results using the
``print``
statement. For
non-fatal errors, print an error message (or omit a successful
non-fatal errors, print an error message (or omit a successful
completion print) to indicate the failure, but proceed instead of
completion print) to indicate the failure, but proceed instead of
raising
TestFailed
.
raising
``TestFailed``
.
* Use
"assert"
sparingly, if at all. It's usually better to just print
* Use
``assert``
sparingly, if at all. It's usually better to just print
what you got, and rely on regrtest's got-vs-expected comparison to
what you got, and rely on regrtest's got-vs-expected comparison to
catch deviations from what you expect.
assert
statements aren't
catch deviations from what you expect.
``assert``
statements aren't
executed at all when regrtest is run in -O mode; and, because they
executed at all when regrtest is run in -O mode; and, because they
cause the test to stop immediately, can lead to a long & tedious
cause the test to stop immediately, can lead to a long & tedious
test-fix, test-fix, test-fix, ... cycle when things are badly broken
test-fix, test-fix, test-fix, ... cycle when things are badly broken
...
@@ -301,59 +312,59 @@ based tests should follow the conventions natural to those frameworks):
...
@@ -301,59 +312,59 @@ based tests should follow the conventions natural to those frameworks):
for the first time on new platforms or under new implementations of
for the first time on new platforms or under new implementations of
the language).
the language).
Miscellaneous
Miscellaneous
=============
There is a test_support module in the test package you can import for
There is a test_support module in the test package you can import for
your test case. Import this module using either
your test case. Import this module using either
::
import test.test_support
import test.test_support
or
or
::
from test import test_support
from test import test_support
test_support provides the following useful objects:
test_support provides the following useful objects:
*
TestFailed - raise this exception when your regression test detects a
*
``TestFailed`` - raise this exception when your regression test detects
failure.
a
failure.
*
TestSkipped
- raise this if the test could not be run because the
*
``TestSkipped``
- raise this if the test could not be run because the
platform doesn't offer all the required facilities (like large
platform doesn't offer all the required facilities (like large
file support), even if all the required modules are available.
file support), even if all the required modules are available.
*
verbose
- you can use this variable to control print output. Many
*
``verbose``
- you can use this variable to control print output. Many
modules use it. Search for "verbose" in the test_*.py files to see
modules use it. Search for "verbose" in the test_*.py files to see
lots of examples.
lots of examples.
*
verify(condition, reason='test failed'). Use this instead of
*
``verify(condition, reason='test failed')``. Use this instead of::
assert condition[, reason]
assert condition[, reason]
verify() has two advantages over assert: it works even in -O mode,
``verify()`` has two advantages over ``assert``: it works even in -O
and it raises TestFailed on failure instead of AssertionError.
mode, and it raises ``TestFailed`` on failure instead of
``AssertionError``.
*
TESTFN - a string that should always be used as the filename when you
*
``TESTFN`` - a string that should always be used as the filename when
need to create a temp file. Also use try/finally to ensure that your
you need to create a temp file. Also use ``try``/``finally`` to
temp files are deleted before your test completes. Note that you
ensure that your temp files are deleted before your test completes.
cannot unlink an open file on all operating systems, so also be sure
Note that you cannot unlink an open file on all operating systems, so
to close temp files before trying to unlink them.
also be sure
to close temp files before trying to unlink them.
*
sortdict(dict) - acts like repr(dict.items()), but sorts the items
*
``sortdict(dict)`` - acts like ``repr(dict.items())``, but sorts the
first. This is important when printing a dict value, because th
e
items first. This is important when printing a dict value, becaus
e
order of items produced by dict.items()
is not defined by the
the order of items produced by ``dict.items()``
is not defined by the
language.
language.
*
findfile(file) - you can call this function to locate a file somewher
e
*
``findfile(file)`` - you can call this function to locate a fil
e
along sys.path or in the Lib/test tree - see test_linuxaudiodev.py for
somewhere along sys.path or in the Lib/test tree - see
an example of its use.
test_linuxaudiodev.py for
an example of its use.
*
use_large_resources
- true iff tests requiring large time or space
*
``use_large_resources``
- true iff tests requiring large time or space
should be run.
should be run.
*
fcmp(x,y) - you can call this function to compare two floating point
*
``fcmp(x,y)`` - you can call this function to compare two floating
numbers when you expect them to only be approximately equal withing a
point numbers when you expect them to only be approximately equal
fuzz factor (test_support.FUZZ
, which defaults to 1e-6).
withing a fuzz factor (``test_support.FUZZ``
, which defaults to 1e-6).
Python and C statement coverage results are currently available at
Python and C statement coverage results are currently available at
...
@@ -365,9 +376,8 @@ You can refer to the summaries and the test coverage output files to see
...
@@ -365,9 +376,8 @@ You can refer to the summaries and the test coverage output files to see
where coverage is adequate or lacking and write test cases to beef up the
where coverage is adequate or lacking and write test cases to beef up the
coverage.
coverage.
Some Non-Obvious regrtest Features
Some Non-Obvious regrtest Features
==================================
* Automagic test detection: When you create a new test file
* Automagic test detection: When you create a new test file
test_spam.py, you do not need to modify regrtest (or anything else)
test_spam.py, you do not need to modify regrtest (or anything else)
to advertise its existence. regrtest searches for and runs all
to advertise its existence. regrtest searches for and runs all
...
@@ -385,13 +395,13 @@ Some Non-Obvious regrtest Features
...
@@ -385,13 +395,13 @@ Some Non-Obvious regrtest Features
* Two-stage testing: To run test_spam.py, regrtest imports test_spam
* Two-stage testing: To run test_spam.py, regrtest imports test_spam
as a module. Most tests run to completion as a side-effect of
as a module. Most tests run to completion as a side-effect of
getting imported. After importing test_spam, regrtest also executes
getting imported. After importing test_spam, regrtest also executes
test_spam.test_main(), if test_spam has a "test_main"
attribute.
``test_spam.test_main()``, if test_spam has a ``test_main``
attribute.
This is rarely required with the "traditional" Python tests, and
This is rarely required with the "traditional" Python tests, and
you shouldn't create a module global with name test_main unless
you shouldn't create a module global with name test_main unless
you're specifically exploiting this gimmick. This usage does
you're specifically exploiting this gimmick. This usage does
prove useful with PyUnit-based tests as well, however; defining
prove useful with PyUnit-based tests as well, however; defining
a
test_main()
which is run by regrtest and a script-stub in the
a
``test_main()``
which is run by regrtest and a script-stub in the
test module ("
if __name__ == '__main__': test_main()
") allows
test module ("
``if __name__ == '__main__': test_main()``
") allows
the test to be used like any other Python test and also work
the test to be used like any other Python test and also work
with the unittest.py-as-a-script approach, allowing a developer
with the unittest.py-as-a-script approach, allowing a developer
to run specific tests from the command line.
to run specific tests from the command line.
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