diff mbox series

[v2] Documentation: dev-tools: Add Testing Overview

Message ID 20210414081428.337494-1-davidgow@google.com
State Accepted
Commit c797997a244cd2c58908093509a24711fc67d146
Headers show
Series [v2] Documentation: dev-tools: Add Testing Overview | expand

Commit Message

David Gow April 14, 2021, 8:14 a.m. UTC
The kernel now has a number of testing and debugging tools, and we've
seen a bit of confusion about what the differences between them are.

Add a basic documentation outlining the testing tools, when to use each,
and how they interact.

This is a pretty quick overview rather than the idealised "kernel
testing guide" that'd probably be optimal, but given the number of times
questions like "When do you use KUnit and when do you use Kselftest?"
are being asked, it seemed worth at least having something. Hopefully
this can form the basis for more detailed documentation later.

Signed-off-by: David Gow <davidgow@google.com>
---
Thanks, everyone, for the comments on the doc. I've made a few of the
suggested changes. Please let me know what you think!

-- David

Changes since v1:
https://lore.kernel.org/linux-kselftest/20210410070529.4113432-1-davidgow@google.com/
- Note KUnit's speed and that one should provide selftests for syscalls
- Mention lockdep as a Dynamic Analysis Tool
- Refer to "Dynamic Analysis Tools" instead of "Sanitizers"
- A number of minor formatting tweaks and rewordings for clarity.

Not changed:
- I haven't included an exhaustive list of differences, advantages, etc,
  between KUnit and kselftest: for now, the doc continues to focus on
  the difference between 'in-kernel' and 'userspace' testing here.
- Similarly, I'm not linking out to docs defining and describing "Unit"
  tests versus "End-to-end" tests. None of the existing documentation
  elsewhere quite matches what we do in the kernel perfectly, so it
  seems less confusing to focus on the 'in-kernel'/'userspace'
  distinction, and leave other definitions as a passing mention for
  those who are already familiar with the concepts.
- I haven't linked to any talk videos here: a few of them are linked on
  (e.g.) the KUnit webpage, but I wanted to keep the Kernel documentation
  more self-contained for now. No objection to adding them in a follow-up
  patch if people feel strongly about it, though.
- The link from index.rst to this doc is unchanged. I personally think
  that the link is prominent enough there: it's the first link, and
  shows up a few times. One possibility if people disagreed would be to
  merge this page with the index, but given not all dev-tools are going
  to be testing-related, it seemed a bit arrogant. :-)

 Documentation/dev-tools/index.rst            |   3 +
 Documentation/dev-tools/testing-overview.rst | 117 +++++++++++++++++++
 2 files changed, 120 insertions(+)
 create mode 100644 Documentation/dev-tools/testing-overview.rst

Comments

Daniel Latypov April 14, 2021, 4:29 p.m. UTC | #1
On Wed, Apr 14, 2021 at 1:15 AM David Gow <davidgow@google.com> wrote:
>
> The kernel now has a number of testing and debugging tools, and we've
> seen a bit of confusion about what the differences between them are.
>
> Add a basic documentation outlining the testing tools, when to use each,
> and how they interact.
>
> This is a pretty quick overview rather than the idealised "kernel
> testing guide" that'd probably be optimal, but given the number of times
> questions like "When do you use KUnit and when do you use Kselftest?"
> are being asked, it seemed worth at least having something. Hopefully
> this can form the basis for more detailed documentation later.
>
> Signed-off-by: David Gow <davidgow@google.com>

Reviewed-by: Daniel Latypov <dlatypov@google.com>

Looks good to me. Some minor typos and nits about wording here and there.

> ---
> Thanks, everyone, for the comments on the doc. I've made a few of the
> suggested changes. Please let me know what you think!
>
> -- David
>
> Changes since v1:
> https://lore.kernel.org/linux-kselftest/20210410070529.4113432-1-davidgow@google.com/
> - Note KUnit's speed and that one should provide selftests for syscalls
> - Mention lockdep as a Dynamic Analysis Tool
> - Refer to "Dynamic Analysis Tools" instead of "Sanitizers"
> - A number of minor formatting tweaks and rewordings for clarity.
>
> Not changed:
> - I haven't included an exhaustive list of differences, advantages, etc,
>   between KUnit and kselftest: for now, the doc continues to focus on
>   the difference between 'in-kernel' and 'userspace' testing here.
> - Similarly, I'm not linking out to docs defining and describing "Unit"
>   tests versus "End-to-end" tests. None of the existing documentation
>   elsewhere quite matches what we do in the kernel perfectly, so it
>   seems less confusing to focus on the 'in-kernel'/'userspace'
>   distinction, and leave other definitions as a passing mention for
>   those who are already familiar with the concepts.
> - I haven't linked to any talk videos here: a few of them are linked on
>   (e.g.) the KUnit webpage, but I wanted to keep the Kernel documentation
>   more self-contained for now. No objection to adding them in a follow-up
>   patch if people feel strongly about it, though.
> - The link from index.rst to this doc is unchanged. I personally think
>   that the link is prominent enough there: it's the first link, and
>   shows up a few times. One possibility if people disagreed would be to
>   merge this page with the index, but given not all dev-tools are going
>   to be testing-related, it seemed a bit arrogant. :-)
>
>  Documentation/dev-tools/index.rst            |   3 +
>  Documentation/dev-tools/testing-overview.rst | 117 +++++++++++++++++++
>  2 files changed, 120 insertions(+)
>  create mode 100644 Documentation/dev-tools/testing-overview.rst
>
> diff --git a/Documentation/dev-tools/index.rst b/Documentation/dev-tools/index.rst
> index 1b1cf4f5c9d9..f590e5860794 100644
> --- a/Documentation/dev-tools/index.rst
> +++ b/Documentation/dev-tools/index.rst
> @@ -7,6 +7,8 @@ be used to work on the kernel. For now, the documents have been pulled
>  together without any significant effort to integrate them into a coherent
>  whole; patches welcome!
>
> +A brief overview of testing-specific tools can be found in :doc:`testing-overview`.
> +
>  .. class:: toc-title
>
>            Table of contents
> @@ -14,6 +16,7 @@ whole; patches welcome!
>  .. toctree::
>     :maxdepth: 2
>
> +   testing-overview
>     coccinelle
>     sparse
>     kcov
> diff --git a/Documentation/dev-tools/testing-overview.rst b/Documentation/dev-tools/testing-overview.rst
> new file mode 100644
> index 000000000000..ce36a8cdf6b5
> --- /dev/null
> +++ b/Documentation/dev-tools/testing-overview.rst
> @@ -0,0 +1,117 @@
> +.. SPDX-License-Identifier: GPL-2.0
> +
> +====================
> +Kernel Testing Guide
> +====================
> +
> +
> +There are a number of different tools for testing the Linux kernel, so knowing
> +when to use each of them can be a challenge. This document provides a rough
> +overview of their differences, and how they fit together.
> +
> +
> +Writing and Running Tests
> +=========================
> +
> +The bulk of kernel tests are written using either the kselftest or KUnit
> +frameworks. These both provide infrastructure to help make running tests and
> +groups of tests easier, as well as providing helpers to aid in writing new
> +tests.
> +
> +If you're looking to verify the behaviour of the Kernel — particularly specific
> +parts of the kernel — then you'll want to use KUnit or kselftest.
> +
> +
> +The Difference Between KUnit and kselftest
> +------------------------------------------
> +
> +KUnit (Documentation/dev-tools/kunit/index.rst) is an entirely in-kernel system
> +for "white box" testing: because test code is part of the kernel, it can access
> +internal structures and functions which aren't exposed to userspace.
> +
> +KUnit tests therefore are best written against small, self-contained parts
> +of the kernel, which can be tested in isolation. This aligns well with the
> +concept of 'unit' testing.
> +
> +For example, a KUnit test might test an individual kernel function (or even a
> +single codepath through a function, such as an error handling case), rather
> +than a feature as a whole.
> +
> +This also makes KUnit tests very fast to build and run, allowing them to be
> +run frequently as part of the development process.
> +
> +There is a KUnit test style guide which may give further pointers in
> +Documentation/dev-tools/kunit/style.rst
> +
> +
> +kselftest (Documentation/dev-tools/kselftest.rst), on the other hand, is
> +largely implemented in userspace, and tests are normal userspace scripts or
> +programs.
> +
> +This makes it easier to write more complicated tests, or tests which need to
> +manipulate the overall system state more (e.g., spawning processes, etc.).
> +However, it's not possible to call kernel functions directly from kselftest.
> +This means that only kernel functionality which is exposed to userspace somhow

*s/somhow/somehow

> +(e.g. by a syscall, device, filesystem, etc.) can be tested with kselftest.  To
> +work around this, some tests include a companion kernel module which exposes
> +more information or functionality. If a test runs mostly or entirely within the
> +kernel, however,  KUnit may be the more appropriate tool.

I like this slightly tweaked wording better, thanks.
Still might be a bit confusing for a reader to see "it's not possible"
=> "it's possible if you have a companion module," but I'm happy
enough with it as-is.

> +
> +kselftest is therefore suited well to tests of whole features, as these will
> +expose an interface to userspace, which can be tested, but not implementation
> +details. This aligns well with 'system' or 'end-to-end' testing.
> +
> +For example, all new system calls should be accompanied by kselftest tests.
> +
> +Code Coverage Tools
> +===================
> +
> +The Linux Kernel supports two different code coverage measurement tools. These
> +can be used to verify that a test is executing particular functions or lines
> +of code. This is useful for determining how much of the kernel is being tested,
> +and for finding corner-cases which are not covered by the appropriate test.
> +
> +:doc:`gcov` is GCC's coverage testing tool, which can be used with the kernel
> +to get global or per-module coverage. Unlike KCOV, it does not record per-task
> +coverage. Coverage data can be read from debugfs, and interpreted using the
> +usual gcov tooling.
> +
> +:doc:`kcov` is a feature which can be built in to the kernel to allow
> +capturing coverage on a per-task level. It's therefore useful for fuzzing and
> +other situations where information about code executed during, for example, a
> +single syscall is useful.
> +
> +
> +Dynamic Analysis Tools
> +======================
> +
> +The kernel also supports a number of dynamic analysis tools, which attempt to
> +detect classes of issues when the occur in a running kernel. These typically

*s/the occur/they occur

> +look for undefined behaviour of some kind, such as invalid memory accesses,

nit: "look for undefined behaviour of some kind"
Given that I think most readers will interpret UB in the sense that C
uses it, this might be a bit misleading. E.g. lockdep errors aren't UB
in that sense.

Perhaps we can reword this to "look for invalid behaviour" or even
just "look for bugs"

> +concurrency issues such as data races, or other undefined behaviour like
> +integer overflows.
> +
> +Some of these tools are listed below:
> +
> +* kmemleak detects possible memory leaks. See
> +  Documentation/dev-tools/kmemleak.rst
> +* KASAN detects invalid memory accesses such as out-of-bounds and
> +  use-after-free errors. See Documentation/dev-tools/kasan.rst
> +* UBSAN detects behaviour that is undefined by the C standard, like integer
> +  overflows. See Documentation/dev-tools/ubsan.rst
> +* KCSAN detects data races. See Documentation/dev-tools/kcsan.rst
> +* KFENCE is a low-overhead detector of memory issues, which is much faster than
> +  KASAN and can be used in production. See Documentation/dev-tools/kfence.rst
> +* lockdep is a locking correctness validator. See
> +  Documentation/locking/lockdep-design.rst
> +* There are several other pieces of debug instrumentation in the kernel, many
> +  of which can be found in lib/Kconfig.debug
> +
> +These tools tend to test the kernel as a whole, and do not "pass" like
> +kselftest or KUnit tests. They can be combined with KUnit or kselftest by
> +running tests on a kernel with a sanitizer enabled: you can then be sure

nit: we refer to "sanitizers" again, I assume this needs to be updated as well?

> +that none of these errors are occurring during the test.
> +
> +Some of these tools integrate with KUnit or kselftest and will
> +automatically fail tests if an issue is detected.
> +
> --
> 2.31.1.295.g9ea45b61b8-goog
>
David Gow April 15, 2021, 1:19 a.m. UTC | #2
On Thu, Apr 15, 2021 at 12:30 AM Daniel Latypov <dlatypov@google.com> wrote:
>

> On Wed, Apr 14, 2021 at 1:15 AM David Gow <davidgow@google.com> wrote:

> >

> > The kernel now has a number of testing and debugging tools, and we've

> > seen a bit of confusion about what the differences between them are.

> >

> > Add a basic documentation outlining the testing tools, when to use each,

> > and how they interact.

> >

> > This is a pretty quick overview rather than the idealised "kernel

> > testing guide" that'd probably be optimal, but given the number of times

> > questions like "When do you use KUnit and when do you use Kselftest?"

> > are being asked, it seemed worth at least having something. Hopefully

> > this can form the basis for more detailed documentation later.

> >

> > Signed-off-by: David Gow <davidgow@google.com>

>

> Reviewed-by: Daniel Latypov <dlatypov@google.com>

>

> Looks good to me. Some minor typos and nits about wording here and there.

>


Thanks: I'll send out v3 with some fixes to your suggestions soon.

Cheers,
-- David

> > ---

> > Thanks, everyone, for the comments on the doc. I've made a few of the

> > suggested changes. Please let me know what you think!

> >

> > -- David

> >

> > Changes since v1:

> > https://lore.kernel.org/linux-kselftest/20210410070529.4113432-1-davidgow@google.com/

> > - Note KUnit's speed and that one should provide selftests for syscalls

> > - Mention lockdep as a Dynamic Analysis Tool

> > - Refer to "Dynamic Analysis Tools" instead of "Sanitizers"

> > - A number of minor formatting tweaks and rewordings for clarity.

> >

> > Not changed:

> > - I haven't included an exhaustive list of differences, advantages, etc,

> >   between KUnit and kselftest: for now, the doc continues to focus on

> >   the difference between 'in-kernel' and 'userspace' testing here.

> > - Similarly, I'm not linking out to docs defining and describing "Unit"

> >   tests versus "End-to-end" tests. None of the existing documentation

> >   elsewhere quite matches what we do in the kernel perfectly, so it

> >   seems less confusing to focus on the 'in-kernel'/'userspace'

> >   distinction, and leave other definitions as a passing mention for

> >   those who are already familiar with the concepts.

> > - I haven't linked to any talk videos here: a few of them are linked on

> >   (e.g.) the KUnit webpage, but I wanted to keep the Kernel documentation

> >   more self-contained for now. No objection to adding them in a follow-up

> >   patch if people feel strongly about it, though.

> > - The link from index.rst to this doc is unchanged. I personally think

> >   that the link is prominent enough there: it's the first link, and

> >   shows up a few times. One possibility if people disagreed would be to

> >   merge this page with the index, but given not all dev-tools are going

> >   to be testing-related, it seemed a bit arrogant. :-)

> >

> >  Documentation/dev-tools/index.rst            |   3 +

> >  Documentation/dev-tools/testing-overview.rst | 117 +++++++++++++++++++

> >  2 files changed, 120 insertions(+)

> >  create mode 100644 Documentation/dev-tools/testing-overview.rst

> >

> > diff --git a/Documentation/dev-tools/index.rst b/Documentation/dev-tools/index.rst

> > index 1b1cf4f5c9d9..f590e5860794 100644

> > --- a/Documentation/dev-tools/index.rst

> > +++ b/Documentation/dev-tools/index.rst

> > @@ -7,6 +7,8 @@ be used to work on the kernel. For now, the documents have been pulled

> >  together without any significant effort to integrate them into a coherent

> >  whole; patches welcome!

> >

> > +A brief overview of testing-specific tools can be found in :doc:`testing-overview`.

> > +

> >  .. class:: toc-title

> >

> >            Table of contents

> > @@ -14,6 +16,7 @@ whole; patches welcome!

> >  .. toctree::

> >     :maxdepth: 2

> >

> > +   testing-overview

> >     coccinelle

> >     sparse

> >     kcov

> > diff --git a/Documentation/dev-tools/testing-overview.rst b/Documentation/dev-tools/testing-overview.rst

> > new file mode 100644

> > index 000000000000..ce36a8cdf6b5

> > --- /dev/null

> > +++ b/Documentation/dev-tools/testing-overview.rst

> > @@ -0,0 +1,117 @@

> > +.. SPDX-License-Identifier: GPL-2.0

> > +

> > +====================

> > +Kernel Testing Guide

> > +====================

> > +

> > +

> > +There are a number of different tools for testing the Linux kernel, so knowing

> > +when to use each of them can be a challenge. This document provides a rough

> > +overview of their differences, and how they fit together.

> > +

> > +

> > +Writing and Running Tests

> > +=========================

> > +

> > +The bulk of kernel tests are written using either the kselftest or KUnit

> > +frameworks. These both provide infrastructure to help make running tests and

> > +groups of tests easier, as well as providing helpers to aid in writing new

> > +tests.

> > +

> > +If you're looking to verify the behaviour of the Kernel — particularly specific

> > +parts of the kernel — then you'll want to use KUnit or kselftest.

> > +

> > +

> > +The Difference Between KUnit and kselftest

> > +------------------------------------------

> > +

> > +KUnit (Documentation/dev-tools/kunit/index.rst) is an entirely in-kernel system

> > +for "white box" testing: because test code is part of the kernel, it can access

> > +internal structures and functions which aren't exposed to userspace.

> > +

> > +KUnit tests therefore are best written against small, self-contained parts

> > +of the kernel, which can be tested in isolation. This aligns well with the

> > +concept of 'unit' testing.

> > +

> > +For example, a KUnit test might test an individual kernel function (or even a

> > +single codepath through a function, such as an error handling case), rather

> > +than a feature as a whole.

> > +

> > +This also makes KUnit tests very fast to build and run, allowing them to be

> > +run frequently as part of the development process.

> > +

> > +There is a KUnit test style guide which may give further pointers in

> > +Documentation/dev-tools/kunit/style.rst

> > +

> > +

> > +kselftest (Documentation/dev-tools/kselftest.rst), on the other hand, is

> > +largely implemented in userspace, and tests are normal userspace scripts or

> > +programs.

> > +

> > +This makes it easier to write more complicated tests, or tests which need to

> > +manipulate the overall system state more (e.g., spawning processes, etc.).

> > +However, it's not possible to call kernel functions directly from kselftest.

> > +This means that only kernel functionality which is exposed to userspace somhow

>

> *s/somhow/somehow

>


Whoops: fixed.

> > +(e.g. by a syscall, device, filesystem, etc.) can be tested with kselftest.  To

> > +work around this, some tests include a companion kernel module which exposes

> > +more information or functionality. If a test runs mostly or entirely within the

> > +kernel, however,  KUnit may be the more appropriate tool.

>

> I like this slightly tweaked wording better, thanks.

> Still might be a bit confusing for a reader to see "it's not possible"

> => "it's possible if you have a companion module," but I'm happy

> enough with it as-is.

>


Yeah: I experimented a bit with a couple of other ways to word this,
but it's difficult to find a succinct way of describing that it isn't
possible from a purely-userspace test, but that a workaround exists
and is used. This is what I ended up with, but I'm happy to change it
further (or see it changed in a follow-up) if someone has a brilliant
turn of phrase for it. :-)

> > +

> > +kselftest is therefore suited well to tests of whole features, as these will

> > +expose an interface to userspace, which can be tested, but not implementation

> > +details. This aligns well with 'system' or 'end-to-end' testing.

> > +

> > +For example, all new system calls should be accompanied by kselftest tests.

> > +

> > +Code Coverage Tools

> > +===================

> > +

> > +The Linux Kernel supports two different code coverage measurement tools. These

> > +can be used to verify that a test is executing particular functions or lines

> > +of code. This is useful for determining how much of the kernel is being tested,

> > +and for finding corner-cases which are not covered by the appropriate test.

> > +

> > +:doc:`gcov` is GCC's coverage testing tool, which can be used with the kernel

> > +to get global or per-module coverage. Unlike KCOV, it does not record per-task

> > +coverage. Coverage data can be read from debugfs, and interpreted using the

> > +usual gcov tooling.

> > +

> > +:doc:`kcov` is a feature which can be built in to the kernel to allow

> > +capturing coverage on a per-task level. It's therefore useful for fuzzing and

> > +other situations where information about code executed during, for example, a

> > +single syscall is useful.

> > +

> > +

> > +Dynamic Analysis Tools

> > +======================

> > +

> > +The kernel also supports a number of dynamic analysis tools, which attempt to

> > +detect classes of issues when the occur in a running kernel. These typically

>

> *s/the occur/they occur

>


Whoops: fixed.

> > +look for undefined behaviour of some kind, such as invalid memory accesses,

>

> nit: "look for undefined behaviour of some kind"

> Given that I think most readers will interpret UB in the sense that C

> uses it, this might be a bit misleading. E.g. lockdep errors aren't UB

> in that sense.

>

> Perhaps we can reword this to "look for invalid behaviour" or even

> just "look for bugs"

>


I've reworded this to say that each tool "looks for a different class of bugs".

> > +concurrency issues such as data races, or other undefined behaviour like

> > +integer overflows.

> > +

> > +Some of these tools are listed below:

> > +

> > +* kmemleak detects possible memory leaks. See

> > +  Documentation/dev-tools/kmemleak.rst

> > +* KASAN detects invalid memory accesses such as out-of-bounds and

> > +  use-after-free errors. See Documentation/dev-tools/kasan.rst

> > +* UBSAN detects behaviour that is undefined by the C standard, like integer

> > +  overflows. See Documentation/dev-tools/ubsan.rst

> > +* KCSAN detects data races. See Documentation/dev-tools/kcsan.rst

> > +* KFENCE is a low-overhead detector of memory issues, which is much faster than

> > +  KASAN and can be used in production. See Documentation/dev-tools/kfence.rst

> > +* lockdep is a locking correctness validator. See

> > +  Documentation/locking/lockdep-design.rst

> > +* There are several other pieces of debug instrumentation in the kernel, many

> > +  of which can be found in lib/Kconfig.debug

> > +

> > +These tools tend to test the kernel as a whole, and do not "pass" like

> > +kselftest or KUnit tests. They can be combined with KUnit or kselftest by

> > +running tests on a kernel with a sanitizer enabled: you can then be sure

>

> nit: we refer to "sanitizers" again, I assume this needs to be updated as well?

>


Yeah: I missed this one: it now just refers to "tools".

> > +that none of these errors are occurring during the test.

> > +

> > +Some of these tools integrate with KUnit or kselftest and will

> > +automatically fail tests if an issue is detected.

> > +

> > --

> > 2.31.1.295.g9ea45b61b8-goog

> >
diff mbox series

Patch

diff --git a/Documentation/dev-tools/index.rst b/Documentation/dev-tools/index.rst
index 1b1cf4f5c9d9..f590e5860794 100644
--- a/Documentation/dev-tools/index.rst
+++ b/Documentation/dev-tools/index.rst
@@ -7,6 +7,8 @@  be used to work on the kernel. For now, the documents have been pulled
 together without any significant effort to integrate them into a coherent
 whole; patches welcome!
 
+A brief overview of testing-specific tools can be found in :doc:`testing-overview`.
+
 .. class:: toc-title
 
 	   Table of contents
@@ -14,6 +16,7 @@  whole; patches welcome!
 .. toctree::
    :maxdepth: 2
 
+   testing-overview
    coccinelle
    sparse
    kcov
diff --git a/Documentation/dev-tools/testing-overview.rst b/Documentation/dev-tools/testing-overview.rst
new file mode 100644
index 000000000000..ce36a8cdf6b5
--- /dev/null
+++ b/Documentation/dev-tools/testing-overview.rst
@@ -0,0 +1,117 @@ 
+.. SPDX-License-Identifier: GPL-2.0
+
+====================
+Kernel Testing Guide
+====================
+
+
+There are a number of different tools for testing the Linux kernel, so knowing
+when to use each of them can be a challenge. This document provides a rough
+overview of their differences, and how they fit together.
+
+
+Writing and Running Tests
+=========================
+
+The bulk of kernel tests are written using either the kselftest or KUnit
+frameworks. These both provide infrastructure to help make running tests and
+groups of tests easier, as well as providing helpers to aid in writing new
+tests.
+
+If you're looking to verify the behaviour of the Kernel — particularly specific
+parts of the kernel — then you'll want to use KUnit or kselftest.
+
+
+The Difference Between KUnit and kselftest
+------------------------------------------
+
+KUnit (Documentation/dev-tools/kunit/index.rst) is an entirely in-kernel system
+for "white box" testing: because test code is part of the kernel, it can access
+internal structures and functions which aren't exposed to userspace.
+
+KUnit tests therefore are best written against small, self-contained parts
+of the kernel, which can be tested in isolation. This aligns well with the
+concept of 'unit' testing.
+
+For example, a KUnit test might test an individual kernel function (or even a
+single codepath through a function, such as an error handling case), rather
+than a feature as a whole.
+
+This also makes KUnit tests very fast to build and run, allowing them to be
+run frequently as part of the development process.
+
+There is a KUnit test style guide which may give further pointers in
+Documentation/dev-tools/kunit/style.rst
+
+
+kselftest (Documentation/dev-tools/kselftest.rst), on the other hand, is
+largely implemented in userspace, and tests are normal userspace scripts or
+programs.
+
+This makes it easier to write more complicated tests, or tests which need to
+manipulate the overall system state more (e.g., spawning processes, etc.).
+However, it's not possible to call kernel functions directly from kselftest.
+This means that only kernel functionality which is exposed to userspace somhow
+(e.g. by a syscall, device, filesystem, etc.) can be tested with kselftest.  To
+work around this, some tests include a companion kernel module which exposes
+more information or functionality. If a test runs mostly or entirely within the
+kernel, however,  KUnit may be the more appropriate tool.
+
+kselftest is therefore suited well to tests of whole features, as these will
+expose an interface to userspace, which can be tested, but not implementation
+details. This aligns well with 'system' or 'end-to-end' testing.
+
+For example, all new system calls should be accompanied by kselftest tests.
+
+Code Coverage Tools
+===================
+
+The Linux Kernel supports two different code coverage measurement tools. These
+can be used to verify that a test is executing particular functions or lines
+of code. This is useful for determining how much of the kernel is being tested,
+and for finding corner-cases which are not covered by the appropriate test.
+
+:doc:`gcov` is GCC's coverage testing tool, which can be used with the kernel
+to get global or per-module coverage. Unlike KCOV, it does not record per-task
+coverage. Coverage data can be read from debugfs, and interpreted using the
+usual gcov tooling.
+
+:doc:`kcov` is a feature which can be built in to the kernel to allow
+capturing coverage on a per-task level. It's therefore useful for fuzzing and
+other situations where information about code executed during, for example, a
+single syscall is useful.
+
+
+Dynamic Analysis Tools
+======================
+
+The kernel also supports a number of dynamic analysis tools, which attempt to
+detect classes of issues when the occur in a running kernel. These typically
+look for undefined behaviour of some kind, such as invalid memory accesses,
+concurrency issues such as data races, or other undefined behaviour like
+integer overflows.
+
+Some of these tools are listed below:
+
+* kmemleak detects possible memory leaks. See
+  Documentation/dev-tools/kmemleak.rst
+* KASAN detects invalid memory accesses such as out-of-bounds and
+  use-after-free errors. See Documentation/dev-tools/kasan.rst
+* UBSAN detects behaviour that is undefined by the C standard, like integer
+  overflows. See Documentation/dev-tools/ubsan.rst
+* KCSAN detects data races. See Documentation/dev-tools/kcsan.rst
+* KFENCE is a low-overhead detector of memory issues, which is much faster than
+  KASAN and can be used in production. See Documentation/dev-tools/kfence.rst
+* lockdep is a locking correctness validator. See
+  Documentation/locking/lockdep-design.rst
+* There are several other pieces of debug instrumentation in the kernel, many
+  of which can be found in lib/Kconfig.debug
+
+These tools tend to test the kernel as a whole, and do not "pass" like
+kselftest or KUnit tests. They can be combined with KUnit or kselftest by
+running tests on a kernel with a sanitizer enabled: you can then be sure
+that none of these errors are occurring during the test.
+
+Some of these tools integrate with KUnit or kselftest and will
+automatically fail tests if an issue is detected.
+