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Convert nose.tools.assert_ calls found in your Nose test modules into raw asserts for pytest

Project Description

Overview

This package provides a Python script to convert Nose-based tests into py.test-based tests. Specifically, it transforms nose.tools.assert_* function calls into raw assert statements, while preserving format of original arguments as much as possible. For example,

  • assert_true(a[, msg]) gets converted to assert a[, msg]
  • assert_greater(a, b[, msg]) gets converted to assert a > b[, msg]

The script adds parentheses around a and/or b if operator precedence would change the interpretation of the expression or involves newline:

assert_true(some-long-expression-a in
            some-long-expression-b, msg)
assert_equal(a == b, b == c), msg

gets converted to

assert (some-long-expression-a in
            some-long-expression-b), msg
assert (a == b) == (b == c), msg

A small subset of nose.tools.assert_* function calls are not transformed because there is no raw assert statement equivalent, or the equivalent would be hard to maintain.

Running

Run this script, giving it a folder to convert: it will find all .py files in the folder tree and overwrite the original. Type nose2pytest -h for other options, such as -v.

Motivation

  • This script makes it feasible to decrease the number of test dependencies of a code base. This is always a good thing.
  • Once a test suite is migrated from Nose to py.test, old test code remains that uses nose.tools.assert_* functions. Although new test code can be written in terms of raw assertions that py.test will introspect, it is better to have one obvious way to do things, and to be consistent; hence once the migration done, all assertions that have a readable, maintainable representation as raw assertions should be transformed so developers have one rule to follow in test code: use assert statements whenever possible.
  • Developers tend to copy code so if test code uses assert_* functions then new test code is likely going to use it too, and one of the benefits of using py.test is diminished.
  • I often have to write the assertion expression first before I can decide which Nose assertion function to use: do I want assert_equal, assert_is, assert_is_none, etc. With raw assert, I just write.

Requirements

The script has so far only been tested with Python 3.4. The test platform has been so far only Windows 7 Pro 64, but I don’t expect any platform incompatibilities.

Current Limitations

Not every nose.tools.assert_* function is converted by nose2pytest:

  1. Some Nose functions can be handled via a global search-replace, so a fixer was not a necessity:

    • assert_raises: replace with pytest.raises
    • assert_warns: replace with pytest.warns
  2. Some Nose functions could be transformed but the readability would be decreased:

    • assert_almost_equal(a, b, places) -> assert round(abs(b-a), places) == 0
    • assert_almost_equal(a, b) -> assert round(abs(b-a), 7) == 0
    • assert_not_almost_equal(a, b, places) -> assert round(abs(b-a), places) != 0
    • assert_not_almost_equal(a, b) -> assert round(abs(b-a), 7) != 0
    • assert_dict_contains_subset(a,b) -> assert set(b.keys()) >= a.keys() and {k: b[k] for k in a if k in b} == a

    The nose2pytest distribution contains a module, assert_tools.py which defines these utility functions to contain the equivalent raw assert statement. Copy the module into your test folder or into the pytest package and change your test code’s from nose.tools import ... statements accordingly. Py.test introspection will provide error information on assertion failure.

  3. Some Nose functions don’t have a one-line assert statement equivalent, they have to remain utility functions:

    • assert_raises_regex
    • assert_raises_regexp # deprecated by Nose
    • assert_regexp_matches # deprecated by Nose
    • assert_warns_regex

    These functions are available in assert_tools.py of nose2pytest distribution, and are imported as is from unittest.TestCase (but renamed as per Nose). Copy the module into your test folder or into the pytest package and change your test code’s from nose.tools import ... statements accordingly.

  4. Some Nose functions simply weren’t on my radar; for example I just noticed for the first time that there is a nose.tools.ok_() function which is the same as assert_equal. Feel free to contribute via email or pull requests.

There are other limitations:

  • Nose functions that can be used as context managers can obviously not be converted to raw assertions. However, there is currently no way of preventing nose2pytest from converting Nose functions used this way. You will have to manually fix.

  • The lib2to3 package that nose2pytest relies on assumes python 2.7 syntax as input. The only issue that this has caused so far on code base of 20k lines of python 3.4 test code (i.e. the source code does not matter, as none of the test code, such as import statements, is actually run) are keywords like exec and print, which in Python 2.x were statements, whereas they are functions in Python 3.x. This means that in Python 3.x, a method can be named exec() or print(), whereas this would lead to a syntax error in Python 2.7. Some libraries that do not support 2.x take advantage of this (like PyQt5). Any occurrence of these two keywords as methods in your test code will cause the script to fail converting anything.

    The work around is, luckily, simple: do a global search-replace of \.exec\( for .exec__( in your test folder, run nose2pytest, then reverse the search-replace (do a global search-replace of \.exec__\( for .exec().

  • @raises: this decorator can be replaced via the regular expression @raises\((.*)\) to @pytest.mark.xfail(raises=$1), but I prefer instead to convert such decorated test functions to use pytest.raises in the test function body. Indeed, it is easy to forget the decorator, and add code after the line that raises, but this code will never be run and you won’t know. Using the pytest.raises(...) is better than xfail(raise=...).

  • Nose2pytest does not have a means of determining if an assertion function is inside a lambda expression, so the valid lambda: assert_func(a, b) gets converted to the invalid lambda: assert a operator b. These should be rare, are easy to spot (your IDE will flag the syntax error, or you will get an exception on import), and are easy to fix by changing from a lambda expression to a local function.

I have no doubt that more limitations will arise as nose2pytest gets used on code bases. Contributions to address these and existing limitations are most welcome.

Solution Notes

I don’t think this script would have been possible without lib2to3, certainly not with the same functionality since lib2to3, due to its purpose, preserves newlines, spaces and comments. The documentation for lib2to3 is very minimal, so I was lucky to find http://python3porting.com/fixers.html.

Other than figuring out lib2to3 package so I could harness its capabilities, some aspects of code transformations still turned out to be tricky, as warned by Regobro in the last paragraph of his Extending 2to3 page.

  • Multi-line arguments: Python accepts multi-line expressions when they are surrounded by parentheses, brackets or braces, but not otherwise. For example converting

    assert_func(long_a +
                 long_b, msg)
    

    to

    assert long_a +
               long_b, msg
    

    yields invalid Python code. However, converting to the following yields valid Python code:

    assert (long_a +
               long_b), msg
    

    So nose2pytest checks each argument expression (such as long_a +\n long_b) to see if it has newlines that would cause an invalid syntax, and if so, wraps them in parentheses. However, it is also important for readability of raw assertions that parentheses only be present if necessary. In other words,

    assert_func((long_a +
                 long_b), msg)
    assert_func(z + (long_a +
                     long_b), msg)
    

    should convert to

    assert (long_a +
               long_b), msg
    assert z + (long_a +
                     long_b), msg)
    

    rather than

    assert ((long_a +
               long_b)), msg
    assert (z + (long_a +
                     long_b)), msg)
    

    So nose2pytest only tries to limit the addition of external parentheses to code that really needs it.

  • Operator precedence: Python assigns a precedence to each operator; operators that are on the same level of precedence (like the comparison operators ==, >=, !=, etc) are executed in sequence. This poses a problem for two-argument assertion functions. Example: translating assert_equal(a != b, a <= c) to assert a != b == a <= c is incorrect, it must be converted to assert (a != b) == (a <= c). However wrapping every argument in parentheses all the time does not produce easy-to-read assertions: assert_equal(a, b < c) should convert to assert a == (b < c), not assert (a) == (b < c).

    So nose2pytest adds parentheses around its arguments if the operator used between the args has lower precedence than any operator found in the arg. So assert_equal(a, b + c) converts to assert a == b + c whereas assert_equal(a, b in c) converts to assert a == (b in c) but assert_in(a == b, c) converts to assert a == b in c).

Release History

Release History

This version
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1.0.0

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