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scheds | ||
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OVERVIEW.md | ||
README.md |
Sched_ext Schedulers and Tools
sched_ext is a Linux kernel feature which enables implementing kernel thread schedulers in BPF and dynamically loading them. This repository contains various scheduler implementations and support utilities.
sched_ext enables safe and rapid iterations of scheduler implementations, thus radically widening the scope of scheduling strategies that can be experimented with and deployed; even in massive and complex production environments.
- The scx_layered case study concretely demonstrates the power and benefits of sched_ext.
- For a high-level but thorough overview of the sched_ext (especially its motivation), please refer to the overview document.
- For a description of the schedulers shipped with this tree, please refer to the schedulers document.
While the kernel feature is not upstream yet, we believe sched_ext has a reasonable chance of landing upstream in the foreseeable future. Both Meta and Google are fully committed to sched_ext and Meta is in the process of mass production deployment. See (#kernel-feature-status) for more details.
In all example shell commands, $SCX
refers to the root of this repository.
Getting Started
All that's necessary for running sched_ext schedulers is a kernel with sched_ext support and the scheduler binaries along with the libraries they depend on. Switching to a sched_ext scheduler is as simple as running a sched_ext binary:
root@test ~# head -2 /sys/kernel/debug/sched/ext
ops :
enabled : 0
root@test ~# scx_simple
local=1 global=0
local=74 global=15
local=78 global=32
local=82 global=42
local=86 global=54
^Zfish: Job 1, 'scx_simple' has stopped
root@test ~# head -2 /sys/kernel/debug/sched/ext
ops : simple
enabled : 1
root@test ~# fg
Send job 1 (scx_simple) to foreground
local=635 global=179
local=696 global=192
^CEXIT: BPF scheduler unregistered
scx_simple
is a very simple global vtime scheduler which can behave acceptably on CPUs
with a simple topology (single socket and single L3 cache domain).
Above, we switch the whole system to use scx_simple
by running the binary,
suspend it with ctrl-z
to confirm that it's loaded, and then switch back
to the kernel default scheduler by terminating the process with ctrl-c
.
For scx_simple
, suspending the scheduler process doesn't affect scheduling
behavior because all that the userspace component does is print statistics.
This doesn't hold for all schedulers.
In addition to terminating the program, there are two more ways to disable a
sched_ext scheduler - sysrq-S
and the watchdog timer. Ignoring kernel
bugs, the worst damage a sched_ext scheduler can do to a system is starving
some threads until the watchdog timer triggers.
As illustrated, once the kernel and binaries are in place, using sched_ext schedulers is straightforward and safe. While developing and building schedulers in this repository isn't complicated either, sched_ext makes use of many new BPF features, some of which require build tools which are newer than what many distros are currently shipping. This should become less of an issue in the future. For the time being, the following custom repositories are provided for select distros.
Ubuntu
Experimental sched_ext support for Ubuntu is provided by the following launchpad project:
https://launchpad.net/~arighi/+archive/ubuntu/sched-ext
Upgrading to 24.04 (NobleNumbat)
Currently, only the 24.04 release is supported. You can upgrade to 24.04 using the following command:
$ sudo do-release-upgrade -d
Installing the Kernel and Schedulers
$ sudo add-apt-repository -y --enable-source ppa:arighi/sched-ext
$ sudo apt install -y linux-generic-wip scx
$ sudo reboot
After the reboot, the scheduler binaries in /usr/sbin/scx_*
should be usable.
Note: they must be called with sudo
like other BPF programs e.g. sudo scx_simple
.
Setting up Dev Environment
$ apt source scx
$ sudo apt build-dep scx
Arch Linux
Adding the Repository
Import and locally sign the packager's GPG key. This can be skipped if the signature checking is disabled when adding the repo.
$ sudo pacman-key --recv-keys 697C63013E65270255EBC2608744DC1EB26B5A9A
$ sudo pacman-key --lsign-key 697C63013E65270255EBC2608744DC1EB26B5A9A
Add the following custom repository section to /etc/pacman.conf
.
[scx]
Server = https://github.com/sched-ext/scx-packaging-arch/releases/download/repo
If you haven't imported the GPG key, append the following line.
SigLevel = Never
Installing the Kernel and Schedulers
$ sudo pacman -Sy scx/linux scx/libbpf scx/scx-scheds
Note that the above replaces the default kernel and libbpf packages. The
latter won't be unnecessary once libbpf is updated to >=1.3.0 in the Arch
repository. After a reboot, the scheduler binaries /usr/bin/scx_*
should
be usable.
Setting Up Dev Environment
In addition to the packages from the previous step, install the following.
$ sudo pacman -Sy scx/linux-headers scx/clang-github-bin meson cargo bpf pahole
clang-github-bin
is necessary because the recommended clang
version is
17 while Arch is still shipping 16. It's built from the AUR
package of the same
name. This is a repackage of the official LLVM release in .deb
format.
Repository Structure
scx
|-- scheds : Sched_ext scheduler implementations
| |-- include : Shared BPF and user C include files including vmlinux.h
| |-- kernel-examples : Example schedulers from kernel tree (tools/sched_ext)
| \-- rust-user : Schedulers that use Rust for userspace component
\-- rust : Rust support code
\-- scx_utils : Common utility library for rust-user schedulers
Build & Install
meson
is the main build system but each Rust sub-project is its own
self-contained cargo project and can be built and published separately. The
followings are the dependencies and version requirements. Note: many distros
only have earlier versions of meson
, in that case just clone the meson
repo and call
the meson.py
from within the repo source (no extra building or deps required).
meson
: >=1.2, build scripts undermeson-scripts/
usebash
and standard utilities includingawk
.clang
: >=16 required, >=17 recommendedlibbpf
: >=1.2.2 required, >=1.3 recommended (RESIZE_ARRAY
support is new in 1.3)- Rust toolchain: >=1.72
libelf
,libz
,libzstd
if linking against staiclibbpf.a
bpftool
(usually available inlinux-tools-common
)
Setting Up and Building
meson
always uses a separate build directory. Running the following
commands in the root of the tree builds and installs all schedulers under
~/bin
.
$ cd $SCX
$ meson setup build --prefix ~
$ meson compile -C build
$ meson install -C build
Note that meson compile
step is not strictly necessary as install
implies compile
. The above also will build debug binaries with
optimizations turned off, which is useful for development but they aren't
optimized and big. For actual use you want to build release binaries.
meson
uses -D
argument to specify build options. The configuration
options can be specified at setup
time but can also be changed afterwards
and meson
will do the right thing. To switch to release builds, run the
following in the build directory and then compile and install again.
$ meson configure -Dbuildtype=release
Running meson configure
without any argument shows all current build
options. For more information on meson
arguments and built-in options,
please refer to meson --help
and its
documentation.
Building Specific Schedulers and Binary Locations
If you just want to build a subset of schedulers, you can specify the
scheduler names as arguments to meson compile
. For example, if we just
want to build the simple example scheduler
scheds/kernel-examples/scx_simple
and the Rust userspace scheduler
scheds/rust-user/scx_rusty
:
$ cd $SCX
$ meson setup build -Dbuildtype=release
$ meson compile -C build scx_simple scx_rusty
You can also specify -v
if you want to see the commands being used:
$ meson compile -C build -v scx_pair
For C userspace schedulers such as the ones under scheds/kernel-examples
,
the built binaries are located in the same directory under the build root.
For example, here, the scx_simple
binary can be found at
$SCX/build/scheds/kernel-examples/scx_simple
.
For Rust userspace schedulers such as the ones under scheds/rust-user
, the
same directory under the build root is used as the cargo build target
directory. Thus, here, the scx_rusty
binary can be found at
$SCX/build/scheds/rust-user/scx_rusty/release/scx_rusty
.
SCX specific build options
While the default options should work in most cases, it may be desirable to
override some of the toolchains and dependencies - e.g. to directly use
libbpf
built from the kernel source tree. The following meson
build
options can be used in such cases.
bpf_clang
:clang
to use when compiling.bpf.c
bpftool
:bpftool
to use when generating.bpf.skel.h
libbpf_a
: Staticlibbpf.a
to uselibbpf_h
:libbpf
header directories, only meaningful withlibbpf_a
optioncargo
:cargo
to use when building rust sub-projects- 'cargo_home': 'CARGO_HOME env to use when invoking cargo'
offline
: 'Compilation step should not access the internet'enable_rust
: 'Enable the build of rust sub-projects'
For example, let's say you want to use bpftool
and libbpf
shipped in the
kernel tree located at $KERNEL
. We need to build bpftool
in the kernel
tree first, set up SCX build with the related options and then build &
install.
$ cd $KERNEL
$ make -C tools/bpf/bpftool
$ cd $SCX
$ BPFTOOL=$KERNEL/tools/bpf/bpftool
$ meson setup build -Dbuildtype=release -Dprefix=~/bin \
-Dbpftool=$BPFTOOL/bpftool \
-Dlibbpf_a=$BPFTOOL/libbpf/libbpf.a \
-Dlibbpf_h=$BPFTOOL/libbpf/include
$ meson install -C build
Note that we use libbpf
which was produced as a part of bpftool
build
process rather than buliding libbpf
directly. This is necessary because
libbpf
header files need to be installed for them to be in the expected
relative locations.
Offline Compilation
Rust builds automatically download dependencies from crates.io; however,
some build environments might not allow internet access requiring all
dependencies to be available offline. The fetch
target and offline
option are provided for such cases.
The following downloads all Rust dependencies into $HOME/cargo-deps
.
$ cd $SCX
$ meson setup build -Dcargo_home=$HOME/cargo-deps
$ meson compile -C build fetch
The following builds the schedulers without accessing the internet. The
build
directory doesn't have to be the same one. The only requirement is
that the cargo_home
option points to a directory which contains the
content generated from the previous step.
$ cd $SCX
$ meson setup build -Dcargo_home=$HOME/cargo-deps -Doffline=true -Dbuildtype=release
$ meson compile -C build
Working with Rust Sub-projects
Each Rust sub-project is its own self-contained cargo project. When buildng
as a part of this repository, meson
invokes cargo
with the appropriate
options and environment variables to sync the build environment. When
building separately by running cargo build
directly in a sub-project
directory, it will automatically figure out build environment. Please take a
look at the
scx_utils::BpfBuilder
documentation for details.
For example, the following builds and runs the scx_rusty
scheduler:
$ cd $SCX/scheds/rust-user/scx_rusty
$ cargo build --release
$ cargo run --release
Here too, the build
step is not strictly necessary as it's implied by
run
.
Note that Rust userspace schedulers are published on crates.io
and can be
built and installed without cloning this repository as long as the necessary
toolchains are available. Simply run:
$ cargo install scx_rusty
and scx_rusty
will be built and installed as ~/.cargo/bin/scx_rusty
.
Kernel Feature Status
The kernel feature is not yet upstream and can be found in the sched_ext repository. The followings are important branches:
sched_ext
: The main development branch. This branch periodically pulls from the bpf-next tree to stay in sync with the kernel and BPF developments.sched_ext-release-*
: sched_ext backports on top of released kernels. We plan to maintain backports for a few recent kernel releases until sched_ext is merged upstream. Currently maintained backports:sched_ext-vN
: Patchsets posted upstream. The v4 LKML thread has high-level discussions.
Getting in Touch
We aim to build a friendly and approachable community around sched_ext. You can reach us through the following channels:
- github: https://github.com/sched-ext/scx
- Slack: https://schedextworkspace.slack.com
- Reddit: https://reddit.com/r/sched_ext
We also hold weekly office hours every monday. Please see the #office-hours channel on slack for details. To join the slack community, you can use this link.