A simple Log Assertion mechanism for Python unittests

facundobatista facundobatista Last update: Aug 15, 2022

Log Assertion

Python package

What?

A simple log assertion mechanism for Python unittests.

Why?

As is vox populi, you must also test the logging calls in your programs.

With logassert this is now very easy.

Awesome! How do I use it?

The same functionality is exposed in two very different ways, one that fits better the pytest semantics, the other one more suitable for classic unit tests.

For pytest

All you need to do is to declare logs in your test arguments, it worksjust like any other fixture.

Then you just check (using assert, as usual with pytest) if a specificline is in the logs for a specific level.

Example:

def test_bleh(logs)    (...)    assert "The meaning of life is 42" in logs.debug

Actually, the line you write is a regular expression, so you can totallydo (in case you're not exactly sure which the meaning of life is):

    assert "The meaning of life is \d+" in logs.debug

The indicated string is searched to be inside the log lines, it doesn'tneed to be exact whole line. If you want that, just indicate it as withany regular expression:

    assert "^The meaning of life is \d+$" in logs.debug

In a similar way you can also express the desire to check if it's at thebeginning or at the end of the log lines.

NOTE: the message checked is the final one, after the logging systemreplaced all the indicated parameters in the indicated string.

If you want to verify that a text was logged, no matter at which level,just do:

    assert "The meaning of life is 42" in logs.any_level

To verify that some text was NOT logged, just juse the Python's syntax!For example:

    assert "A problem happened" not in logs.error

But I don't like regexes, I want the exact string

Then you just import Exact from logassert and wrap the stringwith that.

For example, in this case the .. means exactly two dots, no regexsemantics at all:

    assert Exact("The meaning of life is ..") in logs.any_level

Anyway, I liked old behaviour of searching multiple strings

Then you may want to import Multiple from logassert and wrap thedifferent strings you had in each call for the classic behaviour.

For example:

    assert Multiple("life", "meaning", "42") in logs.any_level

What if I want to check that nothing was logged?

The simplest way to do it is to use the NOTHING verifier that you canimport from logassert:

    assert NOTHING in logs.debug

Note that it doesn't make sense to use it by the negative (...NOTHING not in logs...):is no really useful at testing level to know that "something was logged", you shouldimprove the test to specifically verify what was logged.

Breaking the "per line barrier"

Sometimes it's useful to verify that several lines were logged, and thatthose lines are logged one after the other, as they build a "compositemessage".

To achieve that control on the logged lines you can use the Sequencehelper, that receives all the lines to verify (regexes by default, butyou can use the other helpers there):

    assert Sequence(        "Got 2 errors and \d+ warnings:",        Exact("  error 1: foo"),        Exact("  error 2: bar"),    ) in logs.debug

Examples

After logging...

    person = "madam"    item = "wallet"    logger.debug("Excuse me %s, you dropped your %s", person, item)

...the following test will just pass:

    assert "Excuse me .*?, you dropped your wallet" in logs.debug

However, the following will fail (different text!)...

    assert "Excuse me .*?, you lost your wallet" in logs.debug

...producing this message in your tests:

assert for regex 'Excuse me .*?, you lost your wallet' check in DEBUG, failed; logged lines:      DEBUG     'Excuse me madam, you dropped your wallet'

This one will also fail (different level!)...

    assert "Excuse me .*?, you dropped your wallet" in logs.info

...producing this message in your tests:

assert for regex 'Excuse me .*?, you dropped your wallet' check in INFO, failed; logged lines:       DEBUG     'Excuse me madam, you dropped your wallet'

A more complex example, with several log lines, and a specific assertion:

    logger.info("Starting system")    places = ['/tmp/', '~/temp']    logger.debug("Checking for config XYZ in all these places %s", places)    logger.warning("bad config XYZ")    assert "bad config XYZ" in logs.debug

See how the test failure message is super helpful:

assert for regex 'bad config XYZ' check in DEBUG, failed; logged lines:       INFO      'Starting system'       DEBUG     "Checking for config XYZ in all these places ['/tmp/', '~/temp']"       WARNING   'bad config XYZ'

What about repeated verifications?

Sometimes it's needed to verify that something if logged only once (e.g.welcoming messages). In this cases it's super useful to use the resetmethod.

See the following test sequence:

def test_welcoming message(logs):    logger.info("foo")  # first log! it should trigger the welcoming message    assert "Welcome" in logs.info    logs.reset()    logger.info("foo")  # second log! it should NOT trigger the welcoming message    assert "Welcome" not in logs.info

For classic TestCases

All you need to do is to call this module's setup() passing the test caseinstance, and the logger you want to supervise.

Like

class MyTestCase(unittest.TestCase):    """Example."""    def setUp(self):        logassert.setup(self, 'mylogger')

In the example, mylogger is the name of the logging to supervise. Ifdifferent subsystems of your code log in other loggers, this testerwon't notice.

Then, to use it, just call the assertLogged method and it's family,passing all the strings you want to find. This is the default behaviour forbackwards compatibility.

Example:

    def test_blah(self):        (...)        self.assertLoggedDebug('secret', 'life', '42')

That line will check that "secret", "life" and "42" are all logged in thesame logging call, in DEBUG level.

So, if you logged this, the test will pass:

logger.debug("The secret of life, the universe and everything is %d", 42)

Note that the message checked is the one with all parameters replaced.

But if you logged any of the following, the test will fail (the first becauseit misses one of the string, the second because it has the wrong log level)::

logger.debug("The secret of life, the universe and everything is lost")logger.info("The secret of life, the universe and everything is 42")

What can I test?

You'll have at disposition several assertion methods:

  • self.assertLogged: will check that the stringswere logged, no matter at which level

  • self.assertLoggedLEVEL (being LEVEL one of Error,Warning, Info, or Debug): will check that the strings were logged atthat specific level.

  • self.assertNotLogged: will check that thestrings were NOT logged, no matter at which level

  • self.assertNotLoggedLEVEL (being LEVEL one ofError, Warning, Info, or Debug): will check that the strings were NOTlogged at that specific level.

Nice! But...

If you need help, or have any question, or found any issue, please open aticket here.

Thanks in advance for your time.

Tags:

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