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feature: timed measurements #267

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nataliejpg opened this issue Jul 20, 2016 · 13 comments
Open

feature: timed measurements #267

nataliejpg opened this issue Jul 20, 2016 · 13 comments

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@nataliejpg
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There's already a pull request for timestamp instrument #79 to add time to a measurement but it would also be useful to be able to use time in a Loop to trigger a measurement so that a parameter could be measured periodically. It seems to me this isn't covered at the moment given that measurement takes some time so using qc.Wait(5) doesn't actually guarantee a measurement every 5 seconds for example. I'm opening this as a discussion as to how this might be implemented and also if anyone else had thoughts/requirements for this.

@MerlinSmiles
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I think this would be very useful!

@giulioungaretti
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I like this, but removing the help wanted for now as there's no thing that needs to be "done" before the feature is discussed :D

@giulioungaretti
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@nataliejpg @MerlinSmiles this is in a nutshell having the option to run a sweep over time, correct?

@MerlinSmiles
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@giulioungaretti yes, but also adding timestamps to datapoints without having a dedicated time instrument that needs to be measured (I think they should always be there...).

@nataliejpg
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It's basically the ability to start the next iteration of the Loop after a set amount of time instead of just when it has completed the tasks (problem then being what should happen if the tasks in the loop take longer than that amount of time). Also timestamps as Merlin says.

@giulioungaretti
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@MerlinSmiles got it

@nataliejpg not sure I get what you mean. The next iteration over another parameter ?
i.e.

 loop(yolo.sweep, time_step=1s ).each(soo, much, that bar) 

yielding :

  • yolo1:soo, much, that bar; at time 0s
  • yolo2 :soo, much, that bar; at time 1s

@nataliejpg
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yes, exactly 👍

@peendebak
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@nataliejpg @MerlinSmiles @giulioungaretti Timed measurements are something we want as well, but I would like to keep them outside the default qcodes Loop.

For example adding timestamps by default (instead of having a TimeStamp instrument) adds overhead and complexity to the qcodes.Loop. Also timed measurements would add complexity to the Loop. I would prefer a specialized loop structure, or the right set of tools for people to write their own loop.

@nataliejpg
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@peendebak I don't think having a timestamp is really what is suggested here (although thats also obviously useful and I can see the case for having it as an option and not a default). I would like the ability to do times measurements in the loop, of course not as a default but it would be really useful if you want to take temporally evenly spaced measurements and not rely on the contents of the loop taking the same amount to time to execute each step and having to guess how long that will be.

@AdriaanRol am I right in thinking that you basically want this but to have it running in a background loop and have the data used in the snapshot of any measurements that are run at the same time... is that about right?

@giulioungaretti
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@peendebak just to be on the same page, which overhead are you talking about ?
In terms of performances, having a timestamp IS negligible:
10000000 loops, best of 3: 139 ns per loop (worst 0,001 milliseconds).
Complexity, also not so sure what you mean 🐸

@AdriaanRol
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@giulioungaretti , I agree with @peendebak, mostly for the complexity argument.

I think that qcodes should strive to get it's basic functionality working in a very modular way. The moment timestamps get integrated into the loop, the dataformat becomes more complex and therefore less modular. Currently the Loop does not do everything we require, this is not a problem as we can write our own loop and still adhere to the standard.

It should be fairly trivial to do a timestamp parameter.get at each point in the loop to reach the desired effect. This way it is trivial to turn on and has limited overhead (as you've benchmarked).

@nataliejpg I am indeed talking about timed measurements, similar to how you describe them. However I consider this a different issue from the one discussed here. Which is a timestamp on measurements. For now I have working hack but I'll probably make another issue for that.

@nataliejpg
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@AdriaanRol 'Timed measurement' as described by both of us are exactly what this issue is about. Timestamp is #79 which was closed. I think it important to keep the distinction though as the functionality is really different.

@AdriaanRol
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In that case I apologize. Let's indeed try to avoid issues getting mixed up :)

@astafan8 astafan8 removed the p1 label Aug 14, 2018
bors bot added a commit that referenced this issue Oct 24, 2022
4754: Update pytest-asyncio requirement from ~=0.19.0 to ~=0.20.1 r=jenshnielsen a=dependabot[bot]

Updates the requirements on [pytest-asyncio](https://github.com/pytest-dev/pytest-asyncio) to permit the latest version.
<details>
<summary>Release notes</summary>
<p><em>Sourced from <a href="https://github.com/pytest-dev/pytest-asyncio/releases">pytest-asyncio's releases</a>.</em></p>
<blockquote>
<h2>pytest-asyncio 0.20.1</h2>
<hr />
<h2>title: 'pytest-asyncio: pytest support for asyncio'</h2>
<p><a href="https://pypi.python.org/pypi/pytest-asyncio"><img src="https://img.shields.io/pypi/v/pytest-asyncio.svg" alt="image" /></a></p>
<p><a href="https://github.com/pytest-dev/pytest-asyncio/actions?workflow=CI"><img src="https://github.com/pytest-dev/pytest-asyncio/workflows/CI/badge.svg" alt="image" /></a></p>
<p><a href="https://codecov.io/gh/pytest-dev/pytest-asyncio"><img src="https://codecov.io/gh/pytest-dev/pytest-asyncio/branch/master/graph/badge.svg" alt="image" /></a></p>
<p><a href="https://github.com/pytest-dev/pytest-asyncio"><img src="https://img.shields.io/pypi/pyversions/pytest-asyncio.svg" alt="Supported Python versions" /></a></p>
<p><a href="https://github.com/ambv/black"><img src="https://img.shields.io/badge/code%20style-black-000000.svg" alt="image" /></a></p>
<p>pytest-asyncio is an Apache2 licensed library, written in Python, for
testing asyncio code with pytest.</p>
<p>asyncio code is usually written in the form of coroutines, which makes
it slightly more difficult to test using normal testing tools.
pytest-asyncio provides useful fixtures and markers to make testing
easier.</p>
<pre lang="{.sourceCode" data-meta=".python}"><code>`@pytest.mark.asyncio`
async def test_some_asyncio_code():
    res = await library.do_something()
    assert b&quot;expected result&quot; == res
</code></pre>
<p>pytest-asyncio has been strongly influenced by
<a href="https://github.com/eugeniy/pytest-tornado">pytest-tornado</a>.</p>
<h1>Features</h1>
<ul>
<li>fixtures for creating and injecting versions of the asyncio event
loop</li>
<li>fixtures for injecting unused tcp/udp ports</li>
<li>pytest markers for treating tests as asyncio coroutines</li>
<li>easy testing with non-default event loops</li>
<li>support for [async def]{.title-ref} fixtures and async generator
fixtures</li>
<li>support <em>auto</em> mode to handle all async fixtures and tests
automatically by asyncio; provide <em>strict</em> mode if a test suite
should work with different async frameworks simultaneously, e.g.
<code>asyncio</code> and <code>trio</code>.</li>
</ul>
<h1>Installation</h1>
<!-- raw HTML omitted -->
</blockquote>
<p>... (truncated)</p>
</details>
<details>
<summary>Changelog</summary>
<p><em>Sourced from <a href="https://github.com/pytest-dev/pytest-asyncio/blob/master/CHANGELOG.rst">pytest-asyncio's changelog</a>.</em></p>
<blockquote>
<h1>0.20.1 (22-10-21)</h1>
<ul>
<li>Fixes an issue that warned about using an old version of pytest, even though the most recent version was installed. <code>[#430](pytest-dev/pytest-asyncio#430) &lt;https://github.com/pytest-dev/pytest-asyncio/issues/430&gt;</code>_</li>
</ul>
<h1>0.20.0 (22-10-21)</h1>
<ul>
<li>BREAKING: Removed <em>legacy</em> mode. If you're upgrading from v0.19 and you haven't configured <code>asyncio_mode = legacy</code>, you can upgrade without taking any additional action. If you're upgrading from an earlier version or you have explicitly enabled <em>legacy</em> mode, you need to switch to <em>auto</em> or <em>strict</em> mode before upgrading to this version.</li>
<li>Deprecate use of pytest v6.</li>
<li>Fixed an issue which prevented fixture setup from being cached. <code>[#404](pytest-dev/pytest-asyncio#404) &lt;https://github.com/pytest-dev/pytest-asyncio/pull/404&gt;</code>_</li>
</ul>
<h1>0.19.0 (22-07-13)</h1>
<ul>
<li>BREAKING: The default <code>asyncio_mode</code> is now <em>strict</em>. <code>[#293](pytest-dev/pytest-asyncio#293) &lt;https://github.com/pytest-dev/pytest-asyncio/issues/293&gt;</code>_</li>
<li>Removes <code>setup.py</code> since all relevant configuration is present <code>setup.cfg</code>. Users requiring an editable installation of pytest-asyncio need to use pip v21.1 or newer. <code>[#283](pytest-dev/pytest-asyncio#283) &lt;https://github.com/pytest-dev/pytest-asyncio/issues/283&gt;</code>_</li>
<li>Declare support for Python 3.11.</li>
</ul>
<h1>0.18.3 (22-03-25)</h1>
<ul>
<li>Adds <code>pytest-trio &lt;https://pypi.org/project/pytest-trio/&gt;</code>_ to the test dependencies</li>
<li>Fixes a bug that caused pytest-asyncio to try to set up async pytest_trio fixtures in strict mode. <code>[#298](pytest-dev/pytest-asyncio#298) &lt;https://github.com/pytest-dev/pytest-asyncio/issues/298&gt;</code>_</li>
</ul>
<h1>0.18.2 (22-03-03)</h1>
<ul>
<li>Fix asyncio auto mode not marking static methods. <code>[#295](pytest-dev/pytest-asyncio#295) &lt;https://github.com/pytest-dev/pytest-asyncio/issues/295&gt;</code>_</li>
<li>Fix a compatibility issue with Hypothesis 6.39.0. <code>[#302](pytest-dev/pytest-asyncio#302) &lt;https://github.com/pytest-dev/pytest-asyncio/issues/302&gt;</code>_</li>
</ul>
<h1>0.18.1 (22-02-10)</h1>
<ul>
<li>Fixes a regression that prevented async fixtures from working in synchronous tests. <code>[#286](pytest-dev/pytest-asyncio#286) &lt;https://github.com/pytest-dev/pytest-asyncio/issues/286&gt;</code>_</li>
</ul>
<h1>0.18.0 (22-02-07)</h1>
<ul>
<li>Raise a warning if <a href="https://github.com/pytest"><code>`@​pytest</code></a>.mark.asyncio` is applied to non-async function. <code>[#275](pytest-dev/pytest-asyncio#275) &lt;https://github.com/pytest-dev/pytest-asyncio/issues/275&gt;</code>_</li>
<li>Support parametrized <code>event_loop</code> fixture. <code>[#278](pytest-dev/pytest-asyncio#278) &lt;https://github.com/pytest-dev/pytest-asyncio/issues/278&gt;</code>_</li>
</ul>
<h1>0.17.2 (22-01-17)</h1>
<ul>
<li>Require <code>typing-extensions</code> on Python<!-- raw HTML omitted -->`_</li>
<li>Fix a regression in tests collection introduced by 0.17.1, the plugin works fine with non-python tests again. <code>[#267](pytest-dev/pytest-asyncio#267) &lt;https://github.com/pytest-dev/pytest-asyncio/issues/267&gt;</code>_</li>
</ul>
<h1>0.17.1 (22-01-16)</h1>
<ul>
<li>Fixes a bug that prevents async Hypothesis tests from working without explicit <code>asyncio</code> marker when <code>--asyncio-mode=auto</code> is set. <code>[#258](pytest-dev/pytest-asyncio#258) &lt;https://github.com/pytest-dev/pytest-asyncio/issues/258&gt;</code>_</li>
<li>Fixed a bug that closes the default event loop if the loop doesn't exist <code>[#257](pytest-dev/pytest-asyncio#257) &lt;https://github.com/pytest-dev/pytest-asyncio/issues/257&gt;</code>_</li>
<li>Added type annotations. <code>[#198](pytest-dev/pytest-asyncio#198) &lt;https://github.com/pytest-dev/pytest-asyncio/issues/198&gt;</code>_</li>
<li>Show asyncio mode in pytest report headers. <code>[#266](pytest-dev/pytest-asyncio#266) &lt;https://github.com/pytest-dev/pytest-asyncio/issues/266&gt;</code>_</li>
<li>Relax <code>asyncio_mode</code> type definition; it allows to support pytest 6.1+. <code>[#262](pytest-dev/pytest-asyncio#262) &lt;https://github.com/pytest-dev/pytest-asyncio/issues/262&gt;</code>_</li>
</ul>
<!-- raw HTML omitted -->
</blockquote>
<p>... (truncated)</p>
</details>
<details>
<summary>Commits</summary>
<ul>
<li><a href="https://github.com/pytest-dev/pytest-asyncio/commit/c8d017407d39dd81d6864fa9a58ba1240d54be9f"><code>c8d0174</code></a> fix: Do not warn about outdated pytest version when pytest&gt;=7 is installed. (...</li>
<li><a href="https://github.com/pytest-dev/pytest-asyncio/commit/6450ddbe974f5359d56317ba8bdda8b2ab48655a"><code>6450ddb</code></a> Prepare release of v0.20.0. (<a href="https://github-redirect.dependabot.com/pytest-dev/pytest-asyncio/issues/428">#428</a>)</li>
<li><a href="https://github.com/pytest-dev/pytest-asyncio/commit/150f29c107fbd76641de47e040d43840769ef92c"><code>150f29c</code></a> Build(deps): Bump hypothesis in /dependencies/default (<a href="https://github-redirect.dependabot.com/pytest-dev/pytest-asyncio/issues/427">#427</a>)</li>
<li><a href="https://github.com/pytest-dev/pytest-asyncio/commit/adc88090f341d9872e9e9b4d22a94cdadf60b3bc"><code>adc8809</code></a> Build(deps): Bump typing-extensions in /dependencies/default (<a href="https://github-redirect.dependabot.com/pytest-dev/pytest-asyncio/issues/425">#425</a>)</li>
<li><a href="https://github.com/pytest-dev/pytest-asyncio/commit/4abf9d1df228ed8b083721d7affa73e4a08d13c3"><code>4abf9d1</code></a> Build(deps): Bump zipp from 3.8.1 to 3.9.0 in /dependencies/default (<a href="https://github-redirect.dependabot.com/pytest-dev/pytest-asyncio/issues/424">#424</a>)</li>
<li><a href="https://github.com/pytest-dev/pytest-asyncio/commit/eb487bcb076f44dedcdb33e74972bf06c37027ee"><code>eb487bc</code></a> Build(deps): Bump hypothesis in /dependencies/default (<a href="https://github-redirect.dependabot.com/pytest-dev/pytest-asyncio/issues/423">#423</a>)</li>
<li><a href="https://github.com/pytest-dev/pytest-asyncio/commit/907c461f172e52159a595e2592176c7feac04a43"><code>907c461</code></a> Refactor pytest_pycollect_makeitems (<a href="https://github-redirect.dependabot.com/pytest-dev/pytest-asyncio/issues/421">#421</a>)</li>
<li><a href="https://github.com/pytest-dev/pytest-asyncio/commit/d45ab217c80117854b510edc6c9fdd457b6b07fc"><code>d45ab21</code></a> feat: Add deprecation warning for pytest &lt; 7. (<a href="https://github-redirect.dependabot.com/pytest-dev/pytest-asyncio/issues/420">#420</a>)</li>
<li><a href="https://github.com/pytest-dev/pytest-asyncio/commit/cab20f4d346e9e52e5ffc93854de3ec881e7d342"><code>cab20f4</code></a> Build(deps): Bump importlib-metadata in /dependencies/default (<a href="https://github-redirect.dependabot.com/pytest-dev/pytest-asyncio/issues/415">#415</a>)</li>
<li><a href="https://github.com/pytest-dev/pytest-asyncio/commit/d9f77567189c96536b39b43520f4b40895b34fb9"><code>d9f7756</code></a> Build(deps): Bump hypothesis in /dependencies/default (<a href="https://github-redirect.dependabot.com/pytest-dev/pytest-asyncio/issues/416">#416</a>)</li>
<li>Additional commits viewable in <a href="https://github.com/pytest-dev/pytest-asyncio/compare/v0.19.0...v0.20.1">compare view</a></li>
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bors bot added a commit that referenced this issue Oct 24, 2022
4754: Update pytest-asyncio requirement from ~=0.19.0 to ~=0.20.1 r=jenshnielsen a=dependabot[bot]

Updates the requirements on [pytest-asyncio](https://github.com/pytest-dev/pytest-asyncio) to permit the latest version.
<details>
<summary>Release notes</summary>
<p><em>Sourced from <a href="https://github.com/pytest-dev/pytest-asyncio/releases">pytest-asyncio's releases</a>.</em></p>
<blockquote>
<h2>pytest-asyncio 0.20.1</h2>
<hr />
<h2>title: 'pytest-asyncio: pytest support for asyncio'</h2>
<p><a href="https://pypi.python.org/pypi/pytest-asyncio"><img src="https://img.shields.io/pypi/v/pytest-asyncio.svg" alt="image" /></a></p>
<p><a href="https://github.com/pytest-dev/pytest-asyncio/actions?workflow=CI"><img src="https://github.com/pytest-dev/pytest-asyncio/workflows/CI/badge.svg" alt="image" /></a></p>
<p><a href="https://codecov.io/gh/pytest-dev/pytest-asyncio"><img src="https://codecov.io/gh/pytest-dev/pytest-asyncio/branch/master/graph/badge.svg" alt="image" /></a></p>
<p><a href="https://github.com/pytest-dev/pytest-asyncio"><img src="https://img.shields.io/pypi/pyversions/pytest-asyncio.svg" alt="Supported Python versions" /></a></p>
<p><a href="https://github.com/ambv/black"><img src="https://img.shields.io/badge/code%20style-black-000000.svg" alt="image" /></a></p>
<p>pytest-asyncio is an Apache2 licensed library, written in Python, for
testing asyncio code with pytest.</p>
<p>asyncio code is usually written in the form of coroutines, which makes
it slightly more difficult to test using normal testing tools.
pytest-asyncio provides useful fixtures and markers to make testing
easier.</p>
<pre lang="{.sourceCode" data-meta=".python}"><code>`@pytest.mark.asyncio`
async def test_some_asyncio_code():
    res = await library.do_something()
    assert b&quot;expected result&quot; == res
</code></pre>
<p>pytest-asyncio has been strongly influenced by
<a href="https://github.com/eugeniy/pytest-tornado">pytest-tornado</a>.</p>
<h1>Features</h1>
<ul>
<li>fixtures for creating and injecting versions of the asyncio event
loop</li>
<li>fixtures for injecting unused tcp/udp ports</li>
<li>pytest markers for treating tests as asyncio coroutines</li>
<li>easy testing with non-default event loops</li>
<li>support for [async def]{.title-ref} fixtures and async generator
fixtures</li>
<li>support <em>auto</em> mode to handle all async fixtures and tests
automatically by asyncio; provide <em>strict</em> mode if a test suite
should work with different async frameworks simultaneously, e.g.
<code>asyncio</code> and <code>trio</code>.</li>
</ul>
<h1>Installation</h1>
<!-- raw HTML omitted -->
</blockquote>
<p>... (truncated)</p>
</details>
<details>
<summary>Changelog</summary>
<p><em>Sourced from <a href="https://github.com/pytest-dev/pytest-asyncio/blob/master/CHANGELOG.rst">pytest-asyncio's changelog</a>.</em></p>
<blockquote>
<h1>0.20.1 (22-10-21)</h1>
<ul>
<li>Fixes an issue that warned about using an old version of pytest, even though the most recent version was installed. <code>[#430](pytest-dev/pytest-asyncio#430) &lt;https://github.com/pytest-dev/pytest-asyncio/issues/430&gt;</code>_</li>
</ul>
<h1>0.20.0 (22-10-21)</h1>
<ul>
<li>BREAKING: Removed <em>legacy</em> mode. If you're upgrading from v0.19 and you haven't configured <code>asyncio_mode = legacy</code>, you can upgrade without taking any additional action. If you're upgrading from an earlier version or you have explicitly enabled <em>legacy</em> mode, you need to switch to <em>auto</em> or <em>strict</em> mode before upgrading to this version.</li>
<li>Deprecate use of pytest v6.</li>
<li>Fixed an issue which prevented fixture setup from being cached. <code>[#404](pytest-dev/pytest-asyncio#404) &lt;https://github.com/pytest-dev/pytest-asyncio/pull/404&gt;</code>_</li>
</ul>
<h1>0.19.0 (22-07-13)</h1>
<ul>
<li>BREAKING: The default <code>asyncio_mode</code> is now <em>strict</em>. <code>[#293](pytest-dev/pytest-asyncio#293) &lt;https://github.com/pytest-dev/pytest-asyncio/issues/293&gt;</code>_</li>
<li>Removes <code>setup.py</code> since all relevant configuration is present <code>setup.cfg</code>. Users requiring an editable installation of pytest-asyncio need to use pip v21.1 or newer. <code>[#283](pytest-dev/pytest-asyncio#283) &lt;https://github.com/pytest-dev/pytest-asyncio/issues/283&gt;</code>_</li>
<li>Declare support for Python 3.11.</li>
</ul>
<h1>0.18.3 (22-03-25)</h1>
<ul>
<li>Adds <code>pytest-trio &lt;https://pypi.org/project/pytest-trio/&gt;</code>_ to the test dependencies</li>
<li>Fixes a bug that caused pytest-asyncio to try to set up async pytest_trio fixtures in strict mode. <code>[#298](pytest-dev/pytest-asyncio#298) &lt;https://github.com/pytest-dev/pytest-asyncio/issues/298&gt;</code>_</li>
</ul>
<h1>0.18.2 (22-03-03)</h1>
<ul>
<li>Fix asyncio auto mode not marking static methods. <code>[#295](pytest-dev/pytest-asyncio#295) &lt;https://github.com/pytest-dev/pytest-asyncio/issues/295&gt;</code>_</li>
<li>Fix a compatibility issue with Hypothesis 6.39.0. <code>[#302](pytest-dev/pytest-asyncio#302) &lt;https://github.com/pytest-dev/pytest-asyncio/issues/302&gt;</code>_</li>
</ul>
<h1>0.18.1 (22-02-10)</h1>
<ul>
<li>Fixes a regression that prevented async fixtures from working in synchronous tests. <code>[#286](pytest-dev/pytest-asyncio#286) &lt;https://github.com/pytest-dev/pytest-asyncio/issues/286&gt;</code>_</li>
</ul>
<h1>0.18.0 (22-02-07)</h1>
<ul>
<li>Raise a warning if <a href="https://github.com/pytest"><code>`@​pytest</code></a>.mark.asyncio` is applied to non-async function. <code>[#275](pytest-dev/pytest-asyncio#275) &lt;https://github.com/pytest-dev/pytest-asyncio/issues/275&gt;</code>_</li>
<li>Support parametrized <code>event_loop</code> fixture. <code>[#278](pytest-dev/pytest-asyncio#278) &lt;https://github.com/pytest-dev/pytest-asyncio/issues/278&gt;</code>_</li>
</ul>
<h1>0.17.2 (22-01-17)</h1>
<ul>
<li>Require <code>typing-extensions</code> on Python<!-- raw HTML omitted -->`_</li>
<li>Fix a regression in tests collection introduced by 0.17.1, the plugin works fine with non-python tests again. <code>[#267](pytest-dev/pytest-asyncio#267) &lt;https://github.com/pytest-dev/pytest-asyncio/issues/267&gt;</code>_</li>
</ul>
<h1>0.17.1 (22-01-16)</h1>
<ul>
<li>Fixes a bug that prevents async Hypothesis tests from working without explicit <code>asyncio</code> marker when <code>--asyncio-mode=auto</code> is set. <code>[#258](pytest-dev/pytest-asyncio#258) &lt;https://github.com/pytest-dev/pytest-asyncio/issues/258&gt;</code>_</li>
<li>Fixed a bug that closes the default event loop if the loop doesn't exist <code>[#257](pytest-dev/pytest-asyncio#257) &lt;https://github.com/pytest-dev/pytest-asyncio/issues/257&gt;</code>_</li>
<li>Added type annotations. <code>[#198](pytest-dev/pytest-asyncio#198) &lt;https://github.com/pytest-dev/pytest-asyncio/issues/198&gt;</code>_</li>
<li>Show asyncio mode in pytest report headers. <code>[#266](pytest-dev/pytest-asyncio#266) &lt;https://github.com/pytest-dev/pytest-asyncio/issues/266&gt;</code>_</li>
<li>Relax <code>asyncio_mode</code> type definition; it allows to support pytest 6.1+. <code>[#262](pytest-dev/pytest-asyncio#262) &lt;https://github.com/pytest-dev/pytest-asyncio/issues/262&gt;</code>_</li>
</ul>
<!-- raw HTML omitted -->
</blockquote>
<p>... (truncated)</p>
</details>
<details>
<summary>Commits</summary>
<ul>
<li><a href="https://github.com/pytest-dev/pytest-asyncio/commit/c8d017407d39dd81d6864fa9a58ba1240d54be9f"><code>c8d0174</code></a> fix: Do not warn about outdated pytest version when pytest&gt;=7 is installed. (...</li>
<li><a href="https://github.com/pytest-dev/pytest-asyncio/commit/6450ddbe974f5359d56317ba8bdda8b2ab48655a"><code>6450ddb</code></a> Prepare release of v0.20.0. (<a href="https://github-redirect.dependabot.com/pytest-dev/pytest-asyncio/issues/428">#428</a>)</li>
<li><a href="https://github.com/pytest-dev/pytest-asyncio/commit/150f29c107fbd76641de47e040d43840769ef92c"><code>150f29c</code></a> Build(deps): Bump hypothesis in /dependencies/default (<a href="https://github-redirect.dependabot.com/pytest-dev/pytest-asyncio/issues/427">#427</a>)</li>
<li><a href="https://github.com/pytest-dev/pytest-asyncio/commit/adc88090f341d9872e9e9b4d22a94cdadf60b3bc"><code>adc8809</code></a> Build(deps): Bump typing-extensions in /dependencies/default (<a href="https://github-redirect.dependabot.com/pytest-dev/pytest-asyncio/issues/425">#425</a>)</li>
<li><a href="https://github.com/pytest-dev/pytest-asyncio/commit/4abf9d1df228ed8b083721d7affa73e4a08d13c3"><code>4abf9d1</code></a> Build(deps): Bump zipp from 3.8.1 to 3.9.0 in /dependencies/default (<a href="https://github-redirect.dependabot.com/pytest-dev/pytest-asyncio/issues/424">#424</a>)</li>
<li><a href="https://github.com/pytest-dev/pytest-asyncio/commit/eb487bcb076f44dedcdb33e74972bf06c37027ee"><code>eb487bc</code></a> Build(deps): Bump hypothesis in /dependencies/default (<a href="https://github-redirect.dependabot.com/pytest-dev/pytest-asyncio/issues/423">#423</a>)</li>
<li><a href="https://github.com/pytest-dev/pytest-asyncio/commit/907c461f172e52159a595e2592176c7feac04a43"><code>907c461</code></a> Refactor pytest_pycollect_makeitems (<a href="https://github-redirect.dependabot.com/pytest-dev/pytest-asyncio/issues/421">#421</a>)</li>
<li><a href="https://github.com/pytest-dev/pytest-asyncio/commit/d45ab217c80117854b510edc6c9fdd457b6b07fc"><code>d45ab21</code></a> feat: Add deprecation warning for pytest &lt; 7. (<a href="https://github-redirect.dependabot.com/pytest-dev/pytest-asyncio/issues/420">#420</a>)</li>
<li><a href="https://github.com/pytest-dev/pytest-asyncio/commit/cab20f4d346e9e52e5ffc93854de3ec881e7d342"><code>cab20f4</code></a> Build(deps): Bump importlib-metadata in /dependencies/default (<a href="https://github-redirect.dependabot.com/pytest-dev/pytest-asyncio/issues/415">#415</a>)</li>
<li><a href="https://github.com/pytest-dev/pytest-asyncio/commit/d9f77567189c96536b39b43520f4b40895b34fb9"><code>d9f7756</code></a> Build(deps): Bump hypothesis in /dependencies/default (<a href="https://github-redirect.dependabot.com/pytest-dev/pytest-asyncio/issues/416">#416</a>)</li>
<li>Additional commits viewable in <a href="https://github.com/pytest-dev/pytest-asyncio/compare/v0.19.0...v0.20.1">compare view</a></li>
</ul>
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