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4.50.3

Not secure
-------------------

This release improves the error message when
:func:`settings <hypothesis.settings>` tries to inherit settings from a
``parent`` argument that isn't a ``settings`` instance.

4.50.2

Not secure
-------------------

This release improves Hypothesis's "Falsifying example" output, by breaking
output across multiple lines where necessary, and by removing irrelevant
information from the stateful testing output.

4.50.1

Not secure
-------------------

This patch adds :pypi:`flake8-comprehensions` to our linter suite. There is no
user-visible change - expect perhaps via some strange microbenchmarks - but
certain parts of the code now have a clear and more consistent style.

4.50.0

Not secure
-------------------

This release fixes some cases where we might previously have failed to run the
validation logic for some strategies. As a result tests which would previously
have been silently testing significantly less than they should may now start
to raise ``InvalidArgument`` now that these errors are caught.

4.49.0

Not secure
-------------------

This release significantly improves the data distribution in :doc:`rule based stateful testing <stateful>`,
by using a technique called `Swarm Testing (Groce, Alex, et al. "Swarm testing."
Proceedings of the 2012 International Symposium on Software Testing and Analysis. ACM, 2012.) <https://agroce.github.io/issta12.pdf>`_
to select which rules are run in any given test case. This should allow it to find many issues that it would previously have missed.

This change is likely to be especially beneficial for stateful tests with large numbers of rules.

4.48.1

Not secure
-------------------

This release adds some heuristics to test case generation that try to ensure that test cases generated early on will be relatively small.

This fixes a bug introduced in :ref:`Hypothesis 4.42.0 <v4.42.0>` which would cause occasional
:obj:`~hypothesis.HealthCheck.too_slow` failures on some tests.

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