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Regression with [paths] in 6.x #1280

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lhupfeldt opened this issue Nov 16, 2021 · 19 comments
Closed

Regression with [paths] in 6.x #1280

lhupfeldt opened this issue Nov 16, 2021 · 19 comments
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bug Something isn't working combine fixed

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@lhupfeldt
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lhupfeldt commented Nov 16, 2021

[paths] mapping working in 5.5 no longer works in 6.x

paths]
source =
    src/
    # Set by nox
    $VENV_PACKAGE_DIRS/

To Reproduce

  1. Python 3.6, 3.10
  2. Coverage 6.x

Code attached
run with nox

Expected behavior
100% coverage

Additional context
Change test/requirements.txt to use coverage 5.5 and the coverage will be 100%

cov-paths-error.zip

@lhupfeldt lhupfeldt added the bug Something isn't working label Nov 16, 2021
@nedbat
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nedbat commented Nov 17, 2021

The problem here is not about [paths]. Your code isn't being measured by coverage.py in the first place. If you add COVERAGE_DEBUG=trace to your environment, you'll see:

Not tracing '/.../cov-paths-error/.nox/unit/lib/python3.9/site-packages/dummy/dummy.py': inside --source, but is third-party

Because your package is installed for testing, coverage.py thinks it's a third-party package that shouldn't be measured.

You can fix it by adding --cov=dummy to the pytest command line. Then coverage.py can find the module you are interested in, and will measure it properly.

@lhupfeldt
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lhupfeldt commented Nov 17, 2021

Hi Ned, thank you for your quick response.
Yes, I deliberately run all test against the installed package. This is the only way to make 'sure' that the package will actually work after installing. This is also why I use the src layout to avoid mistakenly importing anything directly from checked out sources.

I see that this change to ignore third-party modules is mentioned` in release notes for 5.6b1.
Even if I had found that, I would not have made the connection to the missing coverage as it is my own package, and it was correctly measured pre 6.x.

The strange thing is that pre 6.x I would get coverage for my own package, but not for other installed (real third-party) packages.
What caused that difference, and could that be used to identify installed packages which are the ones from the sources?

I tried your suggestion of using --cov=dummy and obviously it works. However, listing all modules in a package would be hard to maintain, so I tried renaming the package to dummypkg and specifying --cov=dummypkg. This works, but unfortunately gives the following warning:

test/dummy_test.py .                                                                                                                                                      [100%]/home/xxx/Downloads/cov-paths-error/.nox/unit/lib64/python3.10/site-packages/coverage/inorout.py:517: CoverageWarning: Module dummypkg was never imported. (module-not-imported)
  self.warn(f"Module {pkg} was never imported.", slug="module-not-imported")

@amykyta3
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I'm having the same issue, however I already explicitly denote the --cov=<package name> option.

Similar to @lhupfeldt, I always test with the installed package since in the case of systemrdl-compiler, I need to run against compiled C++ extensions.

Zero coverage: https://coveralls.io/github/SystemRDL/systemrdl-compiler?branch=master
Command invocation via pytest: https://github.com/SystemRDL/systemrdl-compiler/blob/master/.github/workflows/build.yml#L44
paths options: https://github.com/SystemRDL/systemrdl-compiler/blob/master/test/.coveragerc#L12-L16

@amykyta3
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Tried enabling COVERAGE_DEBUG=trace but it did not yeild any interesting messages to explain why coverage was getting skipped:

Not tracing '/home/alex/Desktop/SystemRDL/systemrdl-compiler/test/.venv/lib/python3.8/site-packages/pytest_cov/compat.py': module 'pytest_cov.compat' falls outside the --source spec
Not tracing '/home/alex/Desktop/SystemRDL/systemrdl-compiler/test/.venv/lib/python3.8/site-packages/coverage/control.py': module 'coverage.control' falls outside the --source spec
Not tracing '/home/alex/Desktop/SystemRDL/systemrdl-compiler/test/.venv/lib/python3.8/site-packages/coverage/collector.py': module 'coverage.collector' falls outside the --source spec
/home/alex/Desktop/SystemRDL/systemrdl-compiler/test/.venv/lib/python3.8/site-packages/coverage/report.py:87: CoverageWarning: Couldn't parse '/home/alex/Desktop/SystemRDL/systemrdl-compiler/systemrdl/parser/sa_systemrdl_cpp_parser.py': No source for code: '/home/alex/Desktop/SystemRDL/systemrdl-compiler/systemrdl/parser/sa_systemrdl_cpp_parser.py'. (couldnt-parse)
  coverage._warn(msg, slug="couldnt-parse")

@nedbat
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nedbat commented Nov 27, 2021

Just to be clear: I'm fully on-board with testing packages that have been installed. It just means you have to explain the situation to coverage.py, usually with --source=....

@amykyta3 can you pastebin the entire output of --debug=trace? At the top will be a line explaining what "the --source spec" is, so we can see why your code falls outside of it.

@nedbat
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nedbat commented Nov 28, 2021

@amykyta3 or, can you provide me with specific instruction to reproduce the problem?

@amykyta3
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Sure - to reproduce in my project:

Tests run twice, with & without the C++ accelerator extension. You can prune some steps out of the run.sh script to speed things up. Also installing ccache will save you lots of time when re-running since it'll used cached results from GCC (sudo apt install ccache) - each recompile is ~3 mins which can get tedious.

I'm running through pytest-cov.

Interesting thing I just noticed - If I comment out the relative_files = True option in my .coveragerc then it seems to collect coverage correctly. I wonder if that is somehow creating a conflict. (https://github.com/SystemRDL/systemrdl-compiler/blob/master/test/.coveragerc#L3)

@cblegare
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cblegare commented Feb 16, 2022

Hello there, and thanks @nedbat for coverage.py which is absolutely great.

In case it helps you narrow down the issue, I had the same problem here, without using pytest-cov, and

comment out the relative_files = True option in my .coveragerc then it seems to collect coverage correctly

is what got my combine command yield the expected result.

  • I've tested on my workstation, that means the absolute paths all had the same prefix
  • I've tested on Gitlab CI, but on similar executors (python containers), so the absolute must have had all the same prefix again.

A few links, just in case

@nedbat
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nedbat commented Oct 15, 2022

Sorry for the long delay on this. Is anyone here still experiencing this problem and can provide new steps to reproduce it?

@nedbat nedbat added the combine label Oct 15, 2022
@amykyta3
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Yeah I just confirmed my steps will still reproduce it.
I have pushed a branch that simplifies the testcases a bit:

  • Clone https://github.com/SystemRDL/systemrdl-compiler
  • Checkout the branch tmp/coveragepy
  • cd to the test folder
  • ./run.sh
  • Observe that coverage is 0%
  • in the .coveragerc file, comment out the relative_files = True setting
  • Run tests again
  • Observe coverage is reported correctly again

@nedbat
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nedbat commented Oct 15, 2022

If I make this change to run.sh:

@@ -24,7 +24,8 @@ cd $this_dir

 # Run unit tests while collecting coverage
 export SYSTEMRDL_DISABLE_ACCELERATOR=1
-pytest --cov=systemrdl
+python -m coverage run -m pytest || true
+python -m coverage report

 # Generate coverage report
 coverage html -i -d $this_dir/htmlcov

Then I get 95% coverage:

Name                         Stmts   Miss Branch BrPart    Cover
----------------------------------------------------------------
test_accesstype.py              38      0      0      0   100.0%
test_aliases.py                112      0      6      0   100.0%
test_bridge.py                  12      0      0      0   100.0%
test_dpa_type_names.py          16      0      0      0   100.0%
test_enums.py                   60      0      6      0   100.0%
test_errors.py                  28      0      0      0   100.0%
test_expressions.py            491      0      0      0   100.0%
test_external.py                32      0      6      0   100.0%
test_importer.py                76      1      6      1    97.6%
test_inferred_placement.py     330      0     14      0   100.0%
test_intr_prop.py               31      0      0      0   100.0%
test_memories.py                21      1      8      1    93.1%
test_misc_examples.py           83      0      0      0   100.0%
test_node_utils.py             234      0     24      0   100.0%
test_parameters.py             122      0      0      0   100.0%
test_parse_accelerator.py       10      2      4      2    71.4%
test_preprocessor.py           109    100      2      0     9.9%
test_prop_refs.py               28      0      0      0   100.0%
test_prop_side_effects.py       78      0      0      0   100.0%
test_prop_typecast.py           14      0      0      0   100.0%
test_properties.py              24      0      0      0   100.0%
test_property_errors.py         13      0      0      0   100.0%
test_rdlformatcode.py           59      0      4      0   100.0%
test_references.py             245      0      0      0   100.0%
test_scopes.py                  32      0      0      0   100.0%
test_signals.py                 34      0      0      0   100.0%
test_structs.py                 83      0      2      0   100.0%
test_udp.py                    121      0      0      0   100.0%
unittest_utils.py               65     18     16      4    67.9%
----------------------------------------------------------------
TOTAL                         2601    122     98      8    95.0%

So perhaps this is a problem with pytest-cov?

@amykyta3
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Oh cool! I didn't realize you can do that.

I'll flag this with the pytest-cov folks. Thanks for looking into it!

@amykyta3
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Oh wait.. thats not right. It seems to be reporting the coverage of the testcases, not the actual source code

@nedbat
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nedbat commented Oct 15, 2022

Oops, I was so focused on the total, I didn't notice the file names. I'll dig into it.

@nedbat
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nedbat commented Oct 24, 2022

Making progress... This patch makes your code work:

diff --git a/coverage/python.py b/coverage/python.py
index da43e6e8..c8b8e774 100644
--- a/coverage/python.py
+++ b/coverage/python.py
@@ -151,7 +151,14 @@ def __init__(self, morf, coverage=None):

         filename = source_for_morf(morf)

-        super().__init__(canonical_filename(filename))
+        fname = filename
+        canonicalize = True
+        if self.coverage is not None:
+            if self.coverage.config.relative_files:
+                canonicalize = False
+        if canonicalize:
+            fname = canonical_filename(filename)
+        super().__init__(fname)

         if hasattr(morf, '__name__'):
             name = morf.__name__.replace(".", os.sep)

But it makes one test in the suite fail, working on that.

nedbat added a commit that referenced this issue Oct 29, 2022
nedbat added a commit that referenced this issue Oct 30, 2022
@nedbat
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nedbat commented Oct 30, 2022

This is now fixed in commit 45cf793.

@nedbat nedbat closed this as completed Oct 30, 2022
@nedbat nedbat added the fixed label Oct 30, 2022
@nedbat
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nedbat commented Oct 31, 2022

This is now released as part of coverage 6.6.0b1.

@amykyta3
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amykyta3 commented Nov 1, 2022

Confirmed on my end. Thanks!

@nedbat
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nedbat commented Dec 3, 2022

This is now released as part of coverage 7.0.0b1.

netbsd-srcmastr pushed a commit to NetBSD/pkgsrc that referenced this issue May 5, 2023
Version 7.2.5 — 2023-04-30
--------------------------

- Fix: ``html_report()`` could fail with an AttributeError on ``isatty`` if run
  in an unusual environment where sys.stdout had been replaced.  This is now
  fixed.


Version 7.2.4 — 2023-04-28
--------------------------

PyCon 2023 sprint fixes!

- Fix: with ``relative_files = true``, specifying a specific file to include or
  omit wouldn't work correctly (`issue 1604`_).  This is now fixed, with
  testing help by `Marc Gibbons <pull 1608_>`_.

- Fix: the XML report would have an incorrect ``<source>`` element when using
  relative files and the source option ended with a slash (`issue 1541`_).
  This is now fixed, thanks to `Kevin Brown-Silva <pull 1608_>`_.

- When the HTML report location is printed to the terminal, it's now a
  terminal-compatible URL, so that you can click the location to open the HTML
  file in your browser.  Finishes `issue 1523`_ thanks to `Ricardo Newbery
  <pull 1613_>`_.

- Docs: a new :ref:`Migrating page <migrating>` with details about how to
  migrate between major versions of coverage.py.  It currently covers the
  wildcard changes in 7.x.  Thanks, `Brian Grohe <pull 1610_>`_.

.. _issue 1523: nedbat/coveragepy#1523
.. _issue 1541: nedbat/coveragepy#1541
.. _issue 1604: nedbat/coveragepy#1604
.. _pull 1608: nedbat/coveragepy#1608
.. _pull 1609: nedbat/coveragepy#1609
.. _pull 1610: nedbat/coveragepy#1610
.. _pull 1613: nedbat/coveragepy#1613


Version 7.2.3 — 2023-04-06
--------------------------

- Fix: the :ref:`config_run_sigterm` setting was meant to capture data if a
  process was terminated with a SIGTERM signal, but it didn't always.  This was
  fixed thanks to `Lewis Gaul <pull 1600_>`_, closing `issue 1599`_.

- Performance: HTML reports with context information are now much more compact.
  File sizes are typically as small as one-third the previous size, but can be
  dramatically smaller. This closes `issue 1584`_ thanks to `Oleh Krehel
  <pull 1587_>`_.

- Development dependencies no longer use hashed pins, closing `issue 1592`_.

.. _issue 1584: nedbat/coveragepy#1584
.. _pull 1587: nedbat/coveragepy#1587
.. _issue 1592: nedbat/coveragepy#1592
.. _issue 1599: nedbat/coveragepy#1599
.. _pull 1600: nedbat/coveragepy#1600


Version 7.2.2 — 2023-03-16
--------------------------

- Fix: if a virtualenv was created inside a source directory, and a sourced
  package was installed inside the virtualenv, then all of the third-party
  packages inside the virtualenv would be measured.  This was incorrect, but
  has now been fixed: only the specified packages will be measured, thanks to
  `Manuel Jacob <pull 1560_>`_.

- Fix: the ``coverage lcov`` command could create a .lcov file with incorrect
  LF (lines found) and LH (lines hit) totals.  This is now fixed, thanks to
  `Ian Moore <pull 1583_>`_.

- Fix: the ``coverage xml`` command on Windows could create a .xml file with
  duplicate ``<package>`` elements. This is now fixed, thanks to `Benjamin
  Parzella <pull 1574_>`_, closing `issue 1573`_.

.. _pull 1560: nedbat/coveragepy#1560
.. _issue 1573: nedbat/coveragepy#1573
.. _pull 1574: nedbat/coveragepy#1574
.. _pull 1583: nedbat/coveragepy#1583


Version 7.2.1 — 2023-02-26
--------------------------

- Fix: the PyPI page had broken links to documentation pages, but no longer
  does, closing `issue 1566`_.

- Fix: public members of the coverage module are now properly indicated so that
  mypy will find them, fixing `issue 1564`_.

.. _issue 1564: nedbat/coveragepy#1564
.. _issue 1566: nedbat/coveragepy#1566


Version 7.2.0 — 2023-02-22
--------------------------

- Added a new setting ``[report] exclude_also`` to let you add more exclusions
  without overwriting the defaults.  Thanks, `Alpha Chen <pull 1557_>`_,
  closing `issue 1391`_.

- Added a :meth:`.CoverageData.purge_files` method to remove recorded data for
  a particular file.  Contributed by `Stephan Deibel <pull 1547_>`_.

- Fix: when reporting commands fail, they will no longer congratulate
  themselves with messages like "Wrote XML report to file.xml" before spewing a
  traceback about their failure.

- Fix: arguments in the public API that name file paths now accept pathlib.Path
  objects.  This includes the ``data_file`` and ``config_file`` arguments to
  the Coverage constructor and the ``basename`` argument to CoverageData.
  Closes `issue 1552`_.

- Fix: In some embedded environments, an IndexError could occur on stop() when
  the originating thread exits before completion.  This is now fixed, thanks to
  `Russell Keith-Magee <pull 1543_>`_, closing `issue 1542`_.

- Added a ``py.typed`` file to announce our type-hintedness.  Thanks,
  `KotlinIsland <pull 1550_>`_.

.. _issue 1391: nedbat/coveragepy#1391
.. _issue 1542: nedbat/coveragepy#1542
.. _pull 1543: nedbat/coveragepy#1543
.. _pull 1547: nedbat/coveragepy#1547
.. _pull 1550: nedbat/coveragepy#1550
.. _issue 1552: nedbat/coveragepy#1552
.. _pull 1557: nedbat/coveragepy#1557


Version 7.1.0 — 2023-01-24
--------------------------

- Added: the debug output file can now be specified with ``[run] debug_file``
  in the configuration file.  Closes `issue 1319`_.

- Performance: fixed a slowdown with dynamic contexts that's been around since
  6.4.3.  The fix closes `issue 1538`_.  Thankfully this doesn't break the
  `Cython change`_ that fixed `issue 972`_.  Thanks to Mathieu Kniewallner for
  the deep investigative work and comprehensive issue report.

- Typing: all product and test code has type annotations.

.. _Cython change: nedbat/coveragepy#1347
.. _issue 972: nedbat/coveragepy#972
.. _issue 1319: nedbat/coveragepy#1319
.. _issue 1538: nedbat/coveragepy#1538

Version 7.0.5 — 2023-01-10
--------------------------

- Fix: On Python 3.7, a file with type annotations but no ``from __future__
  import annotations`` would be missing statements in the coverage report. This
  is now fixed, closing `issue 1524`_.

.. _issue 1524: nedbat/coveragepy#1524


Version 7.0.4 — 2023-01-07
--------------------------

- Performance: an internal cache of file names was accidentally disabled,
  resulting in sometimes drastic reductions in performance.  This is now fixed,
  closing `issue 1527`_.   Thanks to Ivan Ciuvalschii for the reproducible test
  case.

.. _issue 1527: nedbat/coveragepy#1527


Version 7.0.3 — 2023-01-03
--------------------------

- Fix: when using pytest-cov or pytest-xdist, or perhaps both, the combining
  step could fail with ``assert row is not None`` using 7.0.2.  This was due to
  a race condition that has always been possible and is still possible. In
  7.0.1 and before, the error was silently swallowed by the combining code.
  Now it will produce a message "Couldn't combine data file" and ignore the
  data file as it used to do before 7.0.2.  Closes `issue 1522`_.

.. _issue 1522: nedbat/coveragepy#1522


Version 7.0.2 — 2023-01-02
--------------------------

- Fix: when using the ``[run] relative_files = True`` setting, a relative
  ``[paths]`` pattern was still being made absolute.  This is now fixed,
  closing `issue 1519`_.

- Fix: if Python doesn't provide tomllib, then TOML configuration files can
  only be read if coverage.py is installed with the ``[toml]`` extra.
  Coverage.py will raise an error if TOML support is not installed when it sees
  your settings are in a .toml file. But it didn't understand that
  ``[tools.coverage]`` was a valid section header, so the error wasn't reported
  if you used that header, and settings were silently ignored.  This is now
  fixed, closing `issue 1516`_.

- Fix: adjusted how decorators are traced on PyPy 7.3.10, fixing `issue 1515`_.

- Fix: the ``coverage lcov`` report did not properly implement the
  ``--fail-under=MIN`` option.  This has been fixed.

- Refactor: added many type annotations, including a number of refactorings.
  This should not affect outward behavior, but they were a bit invasive in some
  places, so keep your eyes peeled for oddities.

- Refactor: removed the vestigial and long untested support for Jython and
  IronPython.

.. _issue 1515: nedbat/coveragepy#1515
.. _issue 1516: nedbat/coveragepy#1516
.. _issue 1519: nedbat/coveragepy#1519


Version 7.0.1 — 2022-12-23
--------------------------

- When checking if a file mapping resolved to a file that exists, we weren't
  considering files in .whl files.  This is now fixed, closing `issue 1511`_.

- File pattern rules were too strict, forbidding plus signs and curly braces in
  directory and file names.  This is now fixed, closing `issue 1513`_.

- Unusual Unicode or control characters in source files could prevent
  reporting.  This is now fixed, closing `issue 1512`_.

- The PyPy wheel now installs on PyPy 3.7, 3.8, and 3.9, closing `issue 1510`_.

.. _issue 1510: nedbat/coveragepy#1510
.. _issue 1511: nedbat/coveragepy#1511
.. _issue 1512: nedbat/coveragepy#1512
.. _issue 1513: nedbat/coveragepy#1513


Version 7.0.0 — 2022-12-18
--------------------------

Nothing new beyond 7.0.0b1.


Version 7.0.0b1 — 2022-12-03
----------------------------

A number of changes have been made to file path handling, including pattern
matching and path remapping with the ``[paths]`` setting (see
:ref:`config_paths`).  These changes might affect you, and require you to
update your settings.

(This release includes the changes from `6.6.0b1 <changes_6-6-0b1_>`_, since
6.6.0 was never released.)

- Changes to file pattern matching, which might require updating your
  configuration:

  - Previously, ``*`` would incorrectly match directory separators, making
    precise matching difficult.  This is now fixed, closing `issue 1407`_.

  - Now ``**`` matches any number of nested directories, including none.

- Improvements to combining data files when using the
  :ref:`config_run_relative_files` setting, which might require updating your
  configuration:

  - During ``coverage combine``, relative file paths are implicitly combined
    without needing a ``[paths]`` configuration setting.  This also fixed
    `issue 991`_.

  - A ``[paths]`` setting like ``*/foo`` will now match ``foo/bar.py`` so that
    relative file paths can be combined more easily.

  - The :ref:`config_run_relative_files` setting is properly interpreted in
    more places, fixing `issue 1280`_.

- When remapping file paths with ``[paths]``, a path will be remapped only if
  the resulting path exists.  The documentation has long said the prefix had to
  exist, but it was never enforced.  This fixes `issue 608`_, improves `issue
  649`_, and closes `issue 757`_.

- Reporting operations now implicitly use the ``[paths]`` setting to remap file
  paths within a single data file.  Combining multiple files still requires the
  ``coverage combine`` step, but this simplifies some single-file situations.
  Closes `issue 1212`_ and `issue 713`_.

- The ``coverage report`` command now has a ``--format=`` option.  The original
  style is now ``--format=text``, and is the default.

  - Using ``--format=markdown`` will write the table in Markdown format, thanks
    to `Steve Oswald <pull 1479_>`_, closing `issue 1418`_.

  - Using ``--format=total`` will write a single total number to the
    output.  This can be useful for making badges or writing status updates.

- Combining data files with ``coverage combine`` now hashes the data files to
  skip files that add no new information.  This can reduce the time needed.
  Many details affect the speed-up, but for coverage.py's own test suite,
  combining is about 40% faster. Closes `issue 1483`_.

- When searching for completely un-executed files, coverage.py uses the
  presence of ``__init__.py`` files to determine which directories have source
  that could have been imported.  However, `implicit namespace packages`_ don't
  require ``__init__.py``.  A new setting ``[report]
  include_namespace_packages`` tells coverage.py to consider these directories
  during reporting.  Thanks to `Felix Horvat <pull 1387_>`_ for the
  contribution.  Closes `issue 1383`_ and `issue 1024`_.

- Fixed environment variable expansion in pyproject.toml files.  It was overly
  broad, causing errors outside of coverage.py settings, as described in `issue
  1481`_ and `issue 1345`_.  This is now fixed, but in rare cases will require
  changing your pyproject.toml to quote non-string values that use environment
  substitution.

- An empty file has a coverage total of 100%, but used to fail with
  ``--fail-under``.  This has been fixed, closing `issue 1470`_.

- The text report table no longer writes out two separator lines if there are
  no files listed in the table.  One is plenty.

- Fixed a mis-measurement of a strange use of wildcard alternatives in
  match/case statements, closing `issue 1421`_.

- Fixed internal logic that prevented coverage.py from running on
  implementations other than CPython or PyPy (`issue 1474`_).

- The deprecated ``[run] note`` setting has been completely removed.

.. _implicit namespace packages: https://peps.python.org/pep-0420/
.. _issue 608: nedbat/coveragepy#608
.. _issue 649: nedbat/coveragepy#649
.. _issue 713: nedbat/coveragepy#713
.. _issue 757: nedbat/coveragepy#757
.. _issue 991: nedbat/coveragepy#991
.. _issue 1024: nedbat/coveragepy#1024
.. _issue 1212: nedbat/coveragepy#1212
.. _issue 1280: nedbat/coveragepy#1280
.. _issue 1345: nedbat/coveragepy#1345
.. _issue 1383: nedbat/coveragepy#1383
.. _issue 1407: nedbat/coveragepy#1407
.. _issue 1418: nedbat/coveragepy#1418
.. _issue 1421: nedbat/coveragepy#1421
.. _issue 1470: nedbat/coveragepy#1470
.. _issue 1474: nedbat/coveragepy#1474
.. _issue 1481: nedbat/coveragepy#1481
.. _issue 1483: nedbat/coveragepy#1483
.. _pull 1387: nedbat/coveragepy#1387
.. _pull 1479: nedbat/coveragepy#1479



Version 6.6.0b1 — 2022-10-31
----------------------------

(Note: 6.6.0 final was never released. These changes are part of `7.0.0b1
<changes_7-0-0b1_>`_.)

- Changes to file pattern matching, which might require updating your
  configuration:

  - Previously, ``*`` would incorrectly match directory separators, making
    precise matching difficult.  This is now fixed, closing `issue 1407`_.

  - Now ``**`` matches any number of nested directories, including none.

- Improvements to combining data files when using the
  :ref:`config_run_relative_files` setting:

  - During ``coverage combine``, relative file paths are implicitly combined
    without needing a ``[paths]`` configuration setting.  This also fixed
    `issue 991`_.

  - A ``[paths]`` setting like ``*/foo`` will now match ``foo/bar.py`` so that
    relative file paths can be combined more easily.

  - The setting is properly interpreted in more places, fixing `issue 1280`_.

- Fixed environment variable expansion in pyproject.toml files.  It was overly
  broad, causing errors outside of coverage.py settings, as described in `issue
  1481`_ and `issue 1345`_.  This is now fixed, but in rare cases will require
  changing your pyproject.toml to quote non-string values that use environment
  substitution.

- Fixed internal logic that prevented coverage.py from running on
  implementations other than CPython or PyPy (`issue 1474`_).

.. _issue 991: nedbat/coveragepy#991
.. _issue 1280: nedbat/coveragepy#1280
.. _issue 1345: nedbat/coveragepy#1345
.. _issue 1407: nedbat/coveragepy#1407
.. _issue 1474: nedbat/coveragepy#1474
.. _issue 1481: nedbat/coveragepy#1481
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