DTrace is a comprehensive dynamic
tracing framework originally created by
Sun Microsystems
Sun Microsystems, Inc. (Sun for short) was an American technology company that sold computers, computer components, software, and information technology services and created the Java programming language, the Solaris operating system, ZFS, ...
for
troubleshooting
Troubleshooting is a form of problem solving, often applied to repair failed products or processes on a machine or a system. It is a logical, systematic search for the source of a problem in order to solve it, and make the product or process ope ...
kernel
Kernel may refer to:
Computing
* Kernel (operating system), the central component of most operating systems
* Kernel (image processing), a matrix used for image convolution
* Compute kernel, in GPGPU programming
* Kernel method, in machine lea ...
and application problems on production systems in real time.
Originally developed for
Solaris, it has since been released under the free
Common Development and Distribution License
The Common Development and Distribution License (CDDL) is a free and open-source software license, produced by Sun Microsystems, based on the Mozilla Public License (MPL). Files licensed under the CDDL can be combined with files licensed under o ...
(CDDL) in
OpenSolaris
OpenSolaris () is a discontinued open-source computer operating system based on Solaris and created by Sun Microsystems. It was also, perhaps confusingly, the name of a project initiated by Sun to build a developer and user community around t ...
and its descendant
illumos, and has been ported to several other
Unix-like
A Unix-like (sometimes referred to as UN*X or *nix) operating system is one that behaves in a manner similar to a Unix system, although not necessarily conforming to or being certified to any version of the Single UNIX Specification. A Unix-li ...
systems.
DTrace can be used to get a global overview of a running system, such as the amount of memory, CPU time, filesystem and network resources used by the active processes. It can also provide much more fine-grained information, such as a log of the arguments with which a specific function is being called, or a list of the processes accessing a specific file.
In 2010,
Oracle Corporation acquired Sun Microsystems and announced discontinuing OpenSolaris.
As a community effort of some core Solaris engineers to create a truly open source Solaris,
illumos operating system
An operating system (OS) is system software that manages computer hardware, software resources, and provides common daemon (computing), services for computer programs.
Time-sharing operating systems scheduler (computing), schedule tasks for ef ...
was announced via
webinar on Thursday, 3 August 2010,
as a fork on OpenSolaris OS/Net consolidation, including DTrace technology.
In October 2011, Oracle announced the
porting
In software engineering, porting is the process of adapting software for the purpose of achieving some form of execution in a computing environment that is different from the one that a given program (meant for such execution) was originally des ...
of DTrace to
Linux
Linux ( or ) is a family of open-source Unix-like operating systems based on the Linux kernel, an operating system kernel first released on September 17, 1991, by Linus Torvalds. Linux is typically packaged as a Linux distribution, which i ...
,
and in 2019 official DTrace for Fedora is available on
GitHub
GitHub, Inc. () is an Internet hosting service for software development and version control using Git. It provides the distributed version control of Git plus access control, bug tracking, software feature requests, task management, co ...
. For several years an unofficial DTrace port to Linux was available, with no changes in licensing terms.
In August 2017, Oracle released DTrace kernel code under the
GPLv2+ license, and
user space
A modern computer operating system usually segregates virtual memory into user space and kernel space. Primarily, this separation serves to provide memory protection and hardware protection from malicious or errant software behaviour.
Kerne ...
code under GPLv2 and
UPL licensing. In September 2018
Microsoft
Microsoft Corporation is an American multinational corporation, multinational technology company, technology corporation producing Software, computer software, consumer electronics, personal computers, and related services headquartered at th ...
announced that they had ported DTrace from
FreeBSD
FreeBSD is a free and open-source Unix-like operating system descended from the Berkeley Software Distribution (BSD), which was based on Research Unix. The first version of FreeBSD was released in 1993. In 2005, FreeBSD was the most popular ...
to Windows.
In September 2016 the OpenDTrace effort began o
githubwith both code and comprehensiv
documentationof the system's internals. The OpenDTrace effort maintains the original CDDL licensing for the code from OpenSolaris with additional code contributions coming under a
BSD 2 Clause license. The goal of OpenDTrace is to provide an OS agnostic, portable implementation of DTrace that is acceptable to all consumers, including macOS, FreeBSD, OpenBSD, NetBSD, and Linux as well as embedded systems.
Description
Sun Microsystems designed DTrace to give operational insights that allow users to tune and troubleshoot applications and the OS itself.
Testers write tracing programs (also referred to as scripts) using the D programming language (not to be confused with other
programming languages named "D"). The language, inspired by
C, includes added functions and variables specific to tracing. D programs resemble
awk programs in structure; they consist of a list of one or more ''probes'' (instrumentation points), and each probe is associated with an action. These probes are comparable to a
pointcut in
aspect-oriented programming
In computing, aspect-oriented programming (AOP) is a programming paradigm that aims to increase modularity by allowing the separation of cross-cutting concerns. It does so by adding behavior to existing code (an advice) ''without'' modifying ...
. Whenever the condition for the probe is met, the associated action is executed (the probe "fires"). A typical probe might fire when a certain file is opened, or a process is started, or a certain line of code is executed. A probe that fires may analyze the run-time situation by accessing the
call stack
In computer science, a call stack is a stack data structure that stores information about the active subroutines of a computer program. This kind of stack is also known as an execution stack, program stack, control stack, run-time stack, or mach ...
and context variables and evaluating expressions; it can then print out or log some information, record it in a database, or modify context variables. The reading and writing of context variables allows probes to pass information to each other, allowing them to cooperatively analyze the correlation of different events.
Special consideration has been taken to make DTrace safe to use in a production environment. For example, there is minimal
probe effect when tracing is underway, and no performance impact associated with any disabled probe; this is important since there are tens of thousands of DTrace probes that can be enabled. New probes can also be created dynamically.
Command line examples
DTrace scripts can be invoked directly from the command line, providing one or more probes and actions as arguments. Some examples:
# New processes with arguments
dtrace -n 'proc:::exec-success '
# Files opened by process
dtrace -n 'syscall::open*:entry '
# Syscall count by program
dtrace -n 'syscall:::entry '
# Syscall count by syscall
dtrace -n 'syscall:::entry '
# Syscall count by process
dtrace -n 'syscall:::entry '
# Disk size by process
dtrace -n 'io:::start '
# Pages paged in by process
dtrace -n 'vminfo:::pgpgin '
Scripts can also be written which can reach hundreds of lines in length, although typically only tens of lines are needed for advanced troubleshooting and analysis. Over 200 examples of open source DTrace scripts can be found in the DTraceToolkit, created by
Brendan Gregg
Brendan Gregg is an internationally renowned expert in computing performance. He works for Intel, and previously worked at Netflix, Sun Microsystems, Oracle Corporation, and Joyent. He was born in Newcastle, New South Wales and graduated from the ...
(author of the DTrace book), which also provides documentation and demonstrations of each.
Supported platforms
DTrace first became available for use in November 2003, and was formally released as part of Sun's
Solaris 10 in January 2005. DTrace was the first component of the
OpenSolaris
OpenSolaris () is a discontinued open-source computer operating system based on Solaris and created by Sun Microsystems. It was also, perhaps confusingly, the name of a project initiated by Sun to build a developer and user community around t ...
project to have its source code released under the
Common Development and Distribution License
The Common Development and Distribution License (CDDL) is a free and open-source software license, produced by Sun Microsystems, based on the Mozilla Public License (MPL). Files licensed under the CDDL can be combined with files licensed under o ...
(CDDL).
DTrace is an integral part of
illumos and related distributions.
DTrace is a standard part of FreeBSD and
NetBSD
NetBSD is a free and open-source Unix operating system based on the Berkeley Software Distribution (BSD). It was the first open-source BSD descendant officially released after 386BSD was forked. It continues to be actively developed and is a ...
.
Apple added DTrace support in
Mac OS X 10.5
Mac OS X Leopard (version 10.5) is the sixth major release of macOS, Apple's desktop and server operating system for Macintosh computers. Leopard was released on October 26, 2007 as the successor of Mac OS X 10.4 Tiger, and is available in t ...
"Leopard", including a GUI called
Instruments
Instrument may refer to:
Science and technology
* Flight instruments, the devices used to measure the speed, altitude, and pertinent flight angles of various kinds of aircraft
* Laboratory equipment, the measuring tools used in a scientific l ...
. Over 40 DTrace scripts from the DTraceToolkit are included in /usr/bin, including tools to examine disk I/O (iosnoop) and process execution (execsnoop). Unlike other platforms that DTrace is supported on, Mac OS X has a flag (P_LNOATTACH) that a program may set that disallows tracing of that process by debugging utilities such as DTrace and
gdb. In the original Mac OS X DTrace implementation, this could affect tracing of other system information, as unrelated probes that should fire while a program with this flag set was running would fail to do so. The OS X 10.5.3 update addressed this issue a few months later. However, since El Capitan,
System Integrity Protection
System Integrity Protection (SIP, sometimes referred to as rootless) is a security feature of Apple's macOS operating system introduced in OS X El Capitan (2015) (OS X 10.11). It comprises a number of mechanisms that are enforced by the kernel. A ...
prevents user from DTracing protected binary by default.
The
Linux
Linux ( or ) is a family of open-source Unix-like operating systems based on the Linux kernel, an operating system kernel first released on September 17, 1991, by Linus Torvalds. Linux is typically packaged as a Linux distribution, which i ...
port of DTrace has been available since 2008; work continues actively to enhance and fix issues. There is also an activ
implementation on github Standard core providers are available (fbt, syscall, profile), plus a special "instr" provider (some of the Solaris providers are not yet available ). The Linux DTrace implementation is a loadable
kernel module, which means that the kernel itself requires no modification, and thus allows DTrace to avoid CDDL vs. GPL licensing conflicts (in its source form, at least). However, once DTrace is loaded the kernel instance will be marked as
tainted.
In 2007, a developer at QNX Software Systems announced on his blog that he and a colleague were working on incorporating DTrace into the
QNX operating system.
Oracle Corporation added beta DTrace support for
Oracle Linux
Oracle Linux (abbreviated OL, formerly known as Oracle Enterprise Linux or OEL) is a Linux distribution packaged and freely distributed by Oracle, available partially under the GNU General Public License since late 2006. It is compiled from Red ...
in 2011,
[ as a technology preview in the ]Unbreakable Enterprise Kernel
Oracle Linux (abbreviated OL, formerly known as Oracle Enterprise Linux or OEL) is a Linux distribution packaged and freely distributed by Oracle, available partially under the GNU General Public License since late 2006. It is compiled from R ...
release 2, which is under GPLv2 (the DTrace Linux kernel module was originally released under CDDL). General availability was announced in December 2012.
On March 11, 2019, Microsoft released their build of DTrace for the Windows 10 insider builds.
Language and application providers
With a supported ''language provider'', DTrace can retrieve context of the code, including function, source file, and line number location. Further, dynamic memory allocation and garbage collection can be made available if supported by the language. Supported language providers include assembly language, C, C++, Java
Java (; id, Jawa, ; jv, ꦗꦮ; su, ) is one of the Greater Sunda Islands in Indonesia. It is bordered by the Indian Ocean to the south and the Java Sea to the north. With a population of 151.6 million people, Java is the world's mo ...
, Erlang, JavaScript
JavaScript (), often abbreviated as JS, is a programming language that is one of the core technologies of the World Wide Web, alongside HTML and CSS. As of 2022, 98% of Website, websites use JavaScript on the Client (computing), client side ...
, Perl
Perl is a family of two High-level programming language, high-level, General-purpose programming language, general-purpose, Interpreter (computing), interpreted, dynamic programming languages. "Perl" refers to Perl 5, but from 2000 to 2019 it ...
, PHP
PHP is a General-purpose programming language, general-purpose scripting language geared toward web development. It was originally created by Danish-Canadian programmer Rasmus Lerdorf in 1993 and released in 1995. The PHP reference implementati ...
, Python, Ruby
A ruby is a pinkish red to blood-red colored gemstone, a variety of the mineral corundum (aluminium oxide). Ruby is one of the most popular traditional jewelry gems and is very durable. Other varieties of gem-quality corundum are called sapp ...
, shell script, and Tcl.
''Application providers'' allow DTrace to follow the operation of applications through system calls and into the kernel. Applications that offer DTrace application providers include MySQL
MySQL () is an open-source relational database management system (RDBMS). Its name is a combination of "My", the name of co-founder Michael Widenius's daughter My, and "SQL", the acronym for Structured Query Language. A relational database ...
, PostgreSQL
PostgreSQL (, ), also known as Postgres, is a free and open-source relational database management system (RDBMS) emphasizing extensibility and SQL compliance. It was originally named POSTGRES, referring to its origins as a successor to the In ...
, Oracle Database
Oracle Database (commonly referred to as Oracle DBMS, Oracle Autonomous Database, or simply as Oracle) is a multi-model database management system produced and marketed by Oracle Corporation.
It is a database commonly used for running online ...
, Oracle Grid Engine, and Firefox
Mozilla Firefox, or simply Firefox, is a free and open-source web browser developed by the Mozilla Foundation and its subsidiary, the Mozilla Corporation. It uses the Gecko rendering engine to display web pages, which implements current and ...
.
Authors and awards
DTrace was designed and implemented by Bryan Cantrill
Bryan M. Cantrill (born 1973) is an American software engineer who worked at Sun Microsystems and later at Oracle Corporation following its acquisition of Sun. He left Oracle on July 25, 2010 to become the Vice President of Engineering at Joyen ...
, Mike Shapiro, and Adam Leventhal.
The authors received recognition in 2005 for the innovations in DTrace from ''InfoWorld
''InfoWorld'' (abbreviated IW) is an information technology media business. Founded in 1978, it began as a monthly magazine. In 2007, it transitioned to a web-only publication. Its parent company today is International Data Group, and its sister ...
'' and ''Technology Review
''MIT Technology Review'' is a bimonthly magazine wholly owned by the Massachusetts Institute of Technology, and editorially independent of the university. It was founded in 1899 as ''The Technology Review'', and was re-launched without "The" in ...
''. DTrace won the top prize in ''The Wall Street Journal
''The Wall Street Journal'' is an American business-focused, international daily newspaper based in New York City, with international editions also available in Chinese and Japanese. The ''Journal'', along with its Asian editions, is published ...
''s 2006 Technology Innovation Awards competition. The authors were recognized by USENIX with the Software Tools User Group (STUG) award in 2008.
See also
* eBPF Linux kernel tracing backend providing a set of features similar to DTrace since kernel version 4.9
* ftrace a tracing framework for the Linux kernel, capable of tracing scheduling events, interrupts, memory-mapped I/O, CPU power state transitions, etc.
* ktrace a BSD Unix and macOS utility that traces kernel–program interactions
* ltrace a Linux debugging utility, displays the calls a userland application makes to shared libraries
* strace a debugging utility for Linux, monitors system calls used by a program and all received signals
* SystemTap a scripting language and utility used for instrumenting Linux installations
* LTTng
* IBM ProbeVue
ProbeVue is IBM's implementation of a lightweight dynamic tracing environment introduced in AIX version 6.1. ProbeVue provides the ability to probe running processes in order to provide statistical analysis as well as retrieve data from the probed ...
References
*
*
Notes
External links
DTrace Tools
Brendan Gregg's DTrace examples (2004)
FreeBSD DTrace page
FreeBSD DTrace homepage, includes a tutorial and one-liners
DTrace book
includes hundreds of example scripts
DTrace guide
Illumos DTrace book
Dynamic Tracing with DTrace & SystemTap
free book with examples and exercises
DTrace book scripts
DTrace book scripts on GitHub
a collection of DTrace scripts
DTrace Hands On Lab
a step-by-step course to learn DTrace
an interactive GUI utility for C/C++ developers based on DTrace technology; part of Oracle Solaris Studio
Oracle Developer Studio, formerly named Oracle Solaris Studio, Sun Studio, Sun WorkShop, Forte Developer, and SunPro Compilers, is Oracle Corporation's flagship software development product for the Solaris and Linux operating systems. It inclu ...
prior to version 12.4
Exploring Leopard with DTrace
DTrace for debugging and exploration
Tech Talk on DTrace given by Bryan Cantrill
Hidden in Plain Sight
Sun Microsystems, by Bryan Cantrill
dtrace.org
hosts blogs from software developers related to DTrace
* Official Oracle DTrace port to Linux:
*
DTrace patches merged with recent Linux kernel releases
*
Userspace portion of the DTrace port to Linux
*
Compact Type Format library used by DTrace on Linux
DTrace on Fedora
{{Oracle FOSS
Command-line software
Sun Microsystems software
Free system software
Debuggers
Aspect-oriented programming
Software using the CDDL license
Linux kernel features