here to learn more and join the KeyDB Community Slack workspace.NEW!!! KeyDB now has a Slack Community Workspace. Click
What is KeyDB?
KeyDB is a high performance fork of Redis with a focus on multithreading, memory efficiency, and high throughput. In addition to multithreading, KeyDB also has features only available in Redis Enterprise such as Active Replication, FLASH storage support, and some not available at all such as direct backup to AWS S3.
KeyDB maintains full compatibility with the Redis protocol, modules, and scripts. This includes the atomicity guarantees for scripts and transactions. Because KeyDB keeps in sync with Redis development KeyDB is a superset of Redis functionality, making KeyDB a drop in replacement for existing Redis deployments.
On the same hardware KeyDB can achieve significantly higher throughput than Redis. Active-Replication simplifies hot-spare failover allowing you to easily distribute writes over replicas and use simple TCP based load balancing/failover. KeyDB's higher performance allows you to do more on less hardware which reduces operation costs and complexity.
The chart below compares several KeyDB and Redis setups, including the latest Redis6 io-threads option, and TLS benchmarks.
See the full benchmark results and setup information here: https://docs.keydb.dev/blog/2020/09/29/blog-post/
Why fork Redis?
KeyDB has a different philosophy on how the codebase should evolve. We feel that ease of use, high performance, and a "batteries included" approach is the best way to create a good user experience. While we have great respect for the Redis maintainers it is our opinion that the Redis approach focuses too much on simplicity of the code base at the expense of complexity for the user. This results in the need for external components and workarounds to solve common problems - resulting in more complexity overall.
Because of this difference of opinion features which are right for KeyDB may not be appropriate for Redis. A fork allows us to explore this new development path and implement features which may never be a part of Redis. KeyDB keeps in sync with upstream Redis changes, and where applicable we upstream bug fixes and changes. It is our hope that the two projects can continue to grow and learn from each other.
Try our docker container: https://hub.docker.com/r/eqalpha/keydb
Talk on Gitter: https://gitter.im/KeyDB
Visit our Website: https://keydb.dev
See options for channel partners and support contracts: https://keydb.dev/support.html
Learn with KeyDB’s official documentation site: https://docs.keydb.dev
Management GUI: We recommend FastoNoSQL which has official KeyDB support.
Please note keydb-benchmark and redis-benchmark are currently single threaded and too slow to properly benchmark KeyDB. We recommend using a redis cluster benchmark tool such as memtier. Please ensure your machine has enough cores for both KeyDB and memteir if testing locally. KeyDB expects exclusive use of any cores assigned to it.
For more details on how we benchmarked KeyDB along with performance numbers check out our blog post: Redis Should Be Multithreaded
New Configuration Options
With new features comes new options:
server-threads N server-thread-affinity [true/false]
The number of threads used to serve requests. This should be related to the number of queues available in your network hardware, not the number of cores on your machine. Because KeyDB uses spinlocks to reduce latency; making this too high will reduce performance. We recommend using 4 here. By default this is set to one.
If you would like to use the FLASH backed storage this option configures the directory for KeyDB's temporary files. This feature relies on snapshotting to work so must be used on a BTRFS filesystem. ZFS may also work but is untested. With this feature KeyDB will use RAM as a cache and page to disk as necessary. NOTE: This requires special compilation options, see Building KeyDB below.
If you would like KeyDB to dump and load directly to AWS S3 this option specifies the bucket. Using this option with the traditional RDB options will result in KeyDB backing up twice to both locations. If both are specified KeyDB will first attempt to load from the local dump file and if that fails load from S3. This requires the AWS CLI tools to be installed and configured which are used under the hood to transfer the data.
If you are using active-active replication set
active-replica option to “yes”. This will enable both instances to accept reads and writes while remaining synced. Click here to see more on active-rep in our docs section. There are also docker examples on docs.
All other configuration options behave as you'd expect. Your existing configuration files should continue to work unchanged.
KeyDB can be compiled and is tested for use on Linux. KeyDB currently relies on SO_REUSEPORT's load balancing behavior which is available only in Linux. When we support marshalling connections across threads we plan to support other operating systems such as FreeBSD.
More on CentOS/Archlinux/Alpine/Debian/Ubuntu dependencies and builds can be found here: https://docs.keydb.dev/docs/build/
% sudo apt install build-essential nasm autotools-dev autoconf libjemalloc-dev tcl tcl-dev uuid-dev libcurl4-openssl-dev
Compiling is as simple as:
To build with TLS support, you'll need OpenSSL development libraries (e.g. libssl-dev on Debian/Ubuntu) and run:
% make BUILD_TLS=yes
To build with systemd support, you'll need systemd development libraries (such as libsystemd-dev on Debian/Ubuntu or systemd-devel on CentOS) and run:
% make USE_SYSTEMD=yes
To append a suffix to KeyDB program names, use:
% make PROG_SUFFIX="-alt"
***Note that the following dependencies may be needed: % sudo apt-get install autoconf autotools-dev libnuma-dev libtool
If TLS is built, running the tests with TLS enabled (you will need
% ./utils/gen-test-certs.sh % ./runtest --tls
If TLS is built, running the tests with TLS enabled (you will need
% ./utils/gen-test-certs.sh % ./runtest --tls
Fixing build problems with dependencies or cached build options
KeyDB has some dependencies which are included in the
make does not automatically rebuild dependencies even if something in
the source code of dependencies changes.
When you update the source code with
git pull or when code inside the
dependencies tree is modified in any other way, make sure to use the following
command in order to really clean everything and rebuild from scratch:
This will clean: jemalloc, lua, hiredis, linenoise.
Also if you force certain build options like 32bit target, no C compiler
optimizations (for debugging purposes), and other similar build time options,
those options are cached indefinitely until you issue a
Fixing problems building 32 bit binaries
If after building KeyDB with a 32 bit target you need to rebuild it
with a 64 bit target, or the other way around, you need to perform a
make distclean in the root directory of the KeyDB distribution.
In case of build errors when trying to build a 32 bit binary of KeyDB, try the following steps:
- Install the package libc6-dev-i386 (also try g++-multilib).
- Try using the following command line instead of
make CFLAGS="-m32 -march=native" LDFLAGS="-m32"
Selecting a non-default memory allocator when building KeyDB is done by setting
MALLOC environment variable. KeyDB is compiled and linked against libc
malloc by default, with the exception of jemalloc being the default on Linux
systems. This default was picked because jemalloc has proven to have fewer
fragmentation problems than libc malloc.
To force compiling against libc malloc, use:
% make MALLOC=libc
To compile against jemalloc on Mac OS X systems, use:
% make MALLOC=jemalloc
By default, KeyDB will build using the POSIX clock_gettime function as the monotonic clock source. On most modern systems, the internal processor clock can be used to improve performance. Cautions can be found here: http://oliveryang.net/2015/09/pitfalls-of-TSC-usage/
To build with support for the processor's internal instruction clock, use:
% make CFLAGS="-DUSE_PROCESSOR_CLOCK"
KeyDB will build with a user friendly colorized output by default. If you want to see a more verbose output, use the following:
% make V=1
To run KeyDB with the default configuration, just type:
% cd src % ./keydb-server
If you want to provide your keydb.conf, you have to run it using an additional parameter (the path of the configuration file):
% cd src % ./keydb-server /path/to/keydb.conf
It is possible to alter the KeyDB configuration by passing parameters directly as options using the command line. Examples:
% ./keydb-server --port 9999 --replicaof 127.0.0.1 6379 % ./keydb-server /etc/keydb/6379.conf --loglevel debug
All the options in keydb.conf are also supported as options using the command line, with exactly the same name.
Running Redis with TLS:
Please consult the TLS.md file for more information on how to use Redis with TLS.
Playing with KeyDB
You can use keydb-cli to play with KeyDB. Start a keydb-server instance, then in another terminal try the following:
% cd src % ./keydb-cli keydb> ping PONG keydb> set foo bar OK keydb> get foo "bar" keydb> incr mycounter (integer) 1 keydb> incr mycounter (integer) 2 keydb>
You can find the list of all the available commands at https://docs.keydb.dev/docs/commands/
In order to install KeyDB binaries into /usr/local/bin, just use:
% make install
You can use
make PREFIX=/some/other/directory install if you wish to use a
Make install will just install binaries in your system, but will not configure init scripts and configuration files in the appropriate place. This is not needed if you just want to play a bit with KeyDB, but if you are installing it the proper way for a production system, we have a script that does this for Ubuntu and Debian systems:
% cd utils % ./install_server.sh
install_server.sh will not work on Mac OSX; it is built for Linux only.
The script will ask you a few questions and will setup everything you need to run KeyDB properly as a background daemon that will start again on system reboots.
You'll be able to stop and start KeyDB using the script named
/etc/init.d/keydb_<portnumber>, for instance
KeyDB works by running the normal Redis event loop on multiple threads. Network IO, and query parsing are done concurrently. Each connection is assigned a thread on accept(). Access to the core hash table is guarded by spinlock. Because the hashtable access is extremely fast this lock has low contention. Transactions hold the lock for the duration of the EXEC command. Modules work in concert with the GIL which is only acquired when all server threads are paused. This maintains the atomicity guarantees modules expect.
Unlike most databases the core data structure is the fastest part of the system. Most of the query time comes from parsing the REPL protocol and copying data to/from the network.
- Allow rebalancing of connections to different threads after the connection
- Allow multiple readers access to the hashtable concurrently
Build the latest binaries from the github unstable branch within a docker container. Note this is built for Ubuntu 18.04. Simply make a directory you would like to have the latest binaries dumped in, then run the following commmand with your updated path:
$ docker run -it --rm -v /path-to-dump-binaries:/keydb_bin eqalpha/keydb-build-bin
You should receive the following files: keydb-benchmark, keydb-check-aof, keydb-check-rdb, keydb-cli, keydb-sentinel, keydb-server
If you are looking to enable flash support with the build (make MALLOC=memkind) then use the following command:
$ docker run -it --rm -v /path-to-dump-binaries:/keydb_bin eqalpha/keydb-build-bin:flash
Please note that you will need libcurl4-openssl-dev in order to run keydb. With flash version you may need libnuma-dev and libtool installed in order to run the binaries. Keep this in mind especially when running in a container. For a copy of all our Dockerfiles, please see them on docs.
Note: by contributing code to the KeyDB project in any form, including sending a pull request via Github, a code fragment or patch via private email or public discussion groups, you agree to release your code under the terms of the BSD license that you can find in the COPYING file included in the KeyDB source distribution.
Please see the CONTRIBUTING file in this source distribution for more information.