Copyright © 2000-2002 The Apache Software Foundation. All rights reserved. This software is published under the terms of the Apache Software License version 1.1, a copy of which has been included in the LICENSE.txt file shipped with the log4j distribution. This document is based on the article "Log4j delivers control over logging" published in November 2000 edition of JavaWorld. However, the present article contains more detailed and up to date information. The present short manual also borrows some text from "The complete log4j manual" by the same author (yours truly).
This document describes the log4j API, its unique features and design rationale. Log4j is an open source project based on the work of many authors. It allows the developer to control which log statements are output with arbitrary granularity. It is fully configurable at runtime using external configuration files. Best of all, log4j has a gentle learning curve. Beware: judging from user feedback, it is also quite addictive.
Almost every large application includes its own logging or tracing API. In conformance with this rule, the E.U. SEMPER project decided to write its own tracing API. This was in early 1996. After countless enhancements, several incarnations and much work that API has evolved to become log4j, a popular logging package for Java. The package is distributed under the Apache Software License, a fully-fledged open source license certified by the open source initiative. The latest log4j version, including full-source code, class files and documentation can be found at http://logging.apache.org/log4j/. By the way, log4j has been ported to the C, C++, C#, Perl, Python, Ruby, and Eiffel languages.
Inserting log statements into code is a low-tech method for debugging it. It may also be the only way because debuggers are not always available or applicable. This is usually the case for multithreaded applications and distributed applications at large.
Experience indicates that logging was an important component of the development cycle. It offeres several advantages. It provides precise context about a run of the application. Once inserted into the code, the generation of logging output requires no human intervention. Moreover, log output can be saved in persistent medium to be studied at a later time. In addition to its use in the development cycle, a sufficiently rich logging package can also be viewed as an auditing tool.
As Brian W. Kernighan and Rob Pike put it in their truly excellent book "The Practice of Programming"
As personal choice, we tend not to use debuggers beyond getting a stack trace or the value of a variable or two. One reason is that it is easy to get lost in details of complicated data structures and control flow; we find stepping through a program less productive than thinking harder and adding output statements and self-checking code at critical places. Clicking over statements takes longer than scanning the output of judiciously-placed displays. It takes less time to decide where to put print statements than to single-step to the critical section of code, even assuming we know where that is. More important, debugging statements stay with the program; debugging sessions are transient.
Logging does have its drawbacks. It can slow down an application. If too verbose, it can cause scrolling blindness. To alleviate these concerns, log4j is designed to be reliable, fast and extensible. Since logging is rarely the main focus of an application, the log4j API strives to be simple to understand and to use.
Log4j has three main components: loggers, appenders and layouts. These three types of components work together to enable developers to log messages according to message type and level, and to control at runtime how these messages are formatted and where they are reported.
The first and foremost advantage of any logging API over plain
System.out.println
resides in its ability to disable
certain log statements while allowing others to print unhindered. This
capability assumes that the logging space, that is, the space of all
possible logging statements, is categorized according to some
developer-chosen criteria. This observation had previously led us to
choose category as the central concept of the
package. However, since log4j version 1.2, Logger
class
has replaced the Category
class. For those familiar with
earlier versions of log4j, the Logger
class can be
considered as a mere alias to the Category
class.
Loggers are named entities. Logger names are case-sensitive and they follow the hierarchical naming rule:
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For example, the logger named "com.foo"
is a parent
of the logger named "com.foo.Bar"
. Similarly,
"java"
is a parent of "java.util"
and an
ancestor of "java.util.Vector"
. This naming scheme
should be familiar to most developers.
The root logger resides at the top of the logger hierarchy. It is exceptional in two ways:
Invoking the class static Logger.getRootLogger method retrieves it. All other loggers are instantiated and retrieved with the class static Logger.getLogger method. This method takes the name of the desired logger as a parameter. Some of the basic methods in the Logger class are listed below.
package org.apache.log4j; public class Logger { // Creation & retrieval methods: public static Logger getRootLogger(); public static Logger getLogger(String name); // printing methods: public void debug(Object message); public void info(Object message); public void warn(Object message); public void error(Object message); public void fatal(Object message); // generic printing method: public void log(Level l, Object message); } |
Loggers may be assigned levels. The set of possible
levels, that is
DEBUG,
INFO,
WARN,
ERROR and
FATAL
are defined in the org.apache.log4j.Level
class. Although we do not encourage you to do so, you may define
your own levels by sub-classing the Level
class. A
perhaps better approach will be explained later on.
If a given logger is not assigned a level, then it inherits one from its closest ancestor with an assigned level. More formally:
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To ensure that all loggers can eventually inherit a level, the root logger always has an assigned level.
Below are four tables with various assigned level values and the resulting inherited levels according to the above rule.
Logger name | Assigned level |
Inherited level |
---|---|---|
root | Proot | Proot |
X | none | Proot |
X.Y | none | Proot |
X.Y.Z | none | Proot |
In example 1 above, only the root logger is assigned a
level. This level value, Proot
, is inherited by the
other loggers X
, X.Y
and
X.Y.Z
.
Logger name | Assigned level |
Inherited level |
---|---|---|
root | Proot | Proot |
X | Px | Px |
X.Y | Pxy | Pxy |
X.Y.Z | Pxyz | Pxyz |
In example 2, all loggers have an assigned level value. There is no need for level inheritence.
Logger name | Assigned level |
Inherited level |
---|---|---|
root | Proot | Proot |
X | Px | Px |
X.Y | none | Px |
X.Y.Z | Pxyz | Pxyz |
In example 3, the loggers root
, X
and
X.Y.Z
are assigned the levels Proot
,
Px
and Pxyz
respectively. The logger
X.Y
inherits its level value from its parent
X
.
Logger name | Assigned level |
Inherited level |
---|---|---|
root | Proot | Proot |
X | Px | Px |
X.Y | none | Px |
X.Y.Z | none | Px |
In example 4, the loggers root
and X
and are assigned the levels Proot
and Px
respectively. The loggers X.Y
and X.Y.Z
inherits their level value from their nearest parent X
having an assigned level..
Logging requests are made by invoking one of the printing methods
of a logger instance. These printing methods are
debug,
info,
warn,
error,
fatal
and log
.
By definition, the printing method determines the level of a
logging request. For example, if c
is a logger
instance, then the statement c.info("..")
is a logging
request of level INFO.
A logging request is said to be enabled if its level is higher than or equal to the level of its logger. Otherwise, the request is said to be disabled. A logger without an assigned level will inherit one from the hierarchy. This rule is summarized below.
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This rule is at the heart of log4j. It assumes that levels are
ordered. For the standard levels, we have DEBUG < INFO
< WARN < ERROR < FATAL
.
Here is an example of this rule.
// get a logger instance named "com.foo" Logger logger = Logger.getLogger("com.foo"); // Now set its level. Normally you do not need to set the // level of a logger programmatically. This is usually done // in configuration files. logger.setLevel(Level.INFO); Logger barlogger = Logger.getLogger("com.foo.Bar"); // This request is enabled, because WARN >= INFO. logger.warn("Low fuel level."); // This request is disabled, because DEBUG < INFO. logger.debug("Starting search for nearest gas station."); // The logger instance barlogger, named "com.foo.Bar", // will inherit its level from the logger named // "com.foo" Thus, the following request is enabled // because INFO >= INFO. barlogger.info("Located nearest gas station."); // This request is disabled, because DEBUG < INFO. barlogger.debug("Exiting gas station search"); |
Calling the getLogger
method with the same name will
always return a reference to the exact same logger object.
For example, in
Logger x = Logger.getLogger("wombat"); Logger y = Logger.getLogger("wombat"); |
x
and y
refer to exactly the same
logger object.
Thus, it is possible to configure a logger and then to retrieve the same instance somewhere else in the code without passing around references. In fundamental contradiction to biological parenthood, where parents always preceed their children, log4j loggers can be created and configured in any order. In particular, a "parent" logger will find and link to its descendants even if it is instantiated after them.
Configuration of the log4j environment is typically done at application initialization. The preferred way is by reading a configuration file. This approach will be discussed shortly.
Log4j makes it easy to name loggers by software component. This can be accomplished by statically instantiating a logger in each class, with the logger name equal to the fully qualified name of the class. This is a useful and straightforward method of defining loggers. As the log output bears the name of the generating logger, this naming strategy makes it easy to identify the origin of a log message. However, this is only one possible, albeit common, strategy for naming loggers. Log4j does not restrict the possible set of loggers. The developer is free to name the loggers as desired.
Nevertheless, naming loggers after the class where they are located seems to be the best strategy known so far.
The ability to selectively enable or disable logging requests based on their logger is only part of the picture. Log4j allows logging requests to print to multiple destinations. In log4j speak, an output destination is called an appender. Currently, appenders exist for the console, files, GUI components, remote socket servers, JMS, NT Event Loggers, and remote UNIX Syslog daemons. It is also possible to log asynchronously.
More than one appender can be attached to a logger.
The addAppender
method adds an appender to a given logger.
Each enabled logging
request for a given logger will be forwarded to all the appenders in
that logger as well as the appenders higher in the hierarchy. In
other words, appenders are inherited additively from the logger
hierarchy. For example, if a console appender is added to the root
logger, then all enabled logging requests will at least print on the
console. If in addition a file appender is added to a logger, say
C, then enabled logging requests for C and
C's children will print on a file and on the
console. It is possible to override this default behavior so that
appender accumulation is no longer additive by setting
the additivity flag to false
.
The rules governing appender additivity are summarized below.
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The table below shows an example:
Logger Name | Added Appenders | Additivity Flag | Output Targets | Comment |
---|---|---|---|---|
root | A1 | not applicable | A1 | The root logger is anonymous but can be accessed with the Logger.getRootLogger() method. There is no default appender attached to root. |
x | A-x1, A-x2 | true | A1, A-x1, A-x2 | Appenders of "x" and root. |
x.y | none | true | A1, A-x1, A-x2 | Appenders of "x" and root. |
x.y.z | A-xyz1 | true | A1, A-x1, A-x2, A-xyz1 | Appenders in "x.y.z", "x" and root. |
security | A-sec | false | A-sec | No appender accumulation since the additivity flag is set to
false .
|
security.access | none | true | A-sec | Only
appenders of "security" because the additivity flag in "security" is
set to false .
|
More often than not, users wish to customize not only the output
destination but also the output format. This is accomplished by
associating a layout with an appender. The layout is
responsible for formatting the logging request according to the user's
wishes, whereas an appender takes care of sending the formatted output
to its destination.
The PatternLayout, part
of the standard log4j distribution, lets the user specify the output
format according to conversion patterns similar to the C language
printf
function.
For example, the PatternLayout with the conversion pattern "%r [%t] %-5p %c - %m%n" will output something akin to:
176 [main] INFO org.foo.Bar - Located nearest gas station.
The first field is the number of milliseconds elapsed since the start of the program. The second field is the thread making the log request. The third field is the level of the log statement. The fourth field is the name of the logger associated with the log request. The text after the '-' is the message of the statement.
Just as importantly, log4j will render the content of the log
message according to user specified criteria. For example, if you
frequently need to log Oranges
, an object type used in
your current project, then you can register an
OrangeRenderer
that will be invoked whenever an orange
needs to be logged.
Object rendering follows the class hierarchy. For example, assuming
oranges are fruits, if you register an FruitRenderer
, all
fruits including oranges will be rendered by the
FruitRenderer
, unless of course you registered an orange
specific OrangeRenderer
.
Object renderers have to implement the ObjectRenderer interface.
Inserting log requests into the application code requires a fair amount of planning and effort. Observation shows that approximately 4 percent of code is dedicated to logging. Consequently, even moderately sized applications will have thousands of logging statements embedded within their code. Given their number, it becomes imperative to manage these log statements without the need to modify them manually.
The log4j environment is fully configurable programmatically. However, it is far more flexible to configure log4j using configuration files. Currently, configuration files can be written in XML or in Java properties (key=value) format.
Let us give a taste of how this is done with the help of an
imaginary application MyApp
that uses log4j.
import com.foo.Bar; // Import log4j classes. import org.apache.log4j.Logger; import org.apache.log4j.BasicConfigurator; public class MyApp { // Define a static logger variable so that it references the // Logger instance named "MyApp". static Logger logger = Logger.getLogger(MyApp.class); public static void main(String[] args) { // Set up a simple configuration that logs on the console. BasicConfigurator.configure(); logger.info("Entering application."); Bar bar = new Bar(); bar.doIt(); logger.info("Exiting application."); } } |
MyApp
begins by importing log4j related classes. It
then defines a static logger variable with the name
MyApp
which happens to be the fully qualified name of the
class.
MyApp
uses the Bar
class defined in the
package com.foo
.
package com.foo; import org.apache.log4j.Logger; public class Bar { static Logger logger = Logger.getLogger(Bar.class); public void doIt() { logger.debug("Did it again!"); } } |
The invocation of the BasicConfigurator.configure method creates a rather simple log4j setup. This method is hardwired to add to the root logger a ConsoleAppender. The output will be formatted using a PatternLayout set to the pattern "%-4r [%t] %-5p %c %x - %m%n".
Note that by default, the root logger is assigned to
Level.DEBUG
.
The output of MyApp is:
0 [main] INFO MyApp - Entering application. 36 [main] DEBUG com.foo.Bar - Did it again! 51 [main] INFO MyApp - Exiting application.
The figure below depicts the object diagram of MyApp
after just having called the BasicConfigurator.configure
method.
As a side note, let me mention that in log4j child loggers link
only to their existing ancestors. In particular, the logger named
com.foo.Bar
is linked directly to the root
logger, thereby circumventing the unused com
or
com.foo
loggers. This significantly increases
performance and reduces log4j's memory footprint.
The MyApp
class configures log4j by invoking
BasicConfigurator.configure
method. Other classes only
need to import the org.apache.log4j.Logger
class,
retrieve the loggers they wish to use, and log away.
The previous example always outputs the same log information.
Fortunately, it is easy to modify MyApp
so that the log
output can be controlled at run-time. Here is a slightly modified
version.
import com.foo.Bar; import org.apache.log4j.Logger; import org.apache.log4j.PropertyConfigurator; public class MyApp { static Logger logger = Logger.getLogger(MyApp.class.getName()); public static void main(String[] args) { // BasicConfigurator replaced with PropertyConfigurator. PropertyConfigurator.configure(args[0]); logger.info("Entering application."); Bar bar = new Bar(); bar.doIt(); logger.info("Exiting application."); } } |
This version of MyApp
instructs
PropertyConfigurator
to parse a configuration file and
set up logging accordingly.
Here is a sample configuration file that results in exactly same
output as the previous BasicConfigurator
based example.
# Set root logger level to DEBUG and its only appender to A1. log4j.rootLogger=DEBUG, A1 # A1 is set to be a ConsoleAppender. log4j.appender.A1=org.apache.log4j.ConsoleAppender # A1 uses PatternLayout. log4j.appender.A1.layout=org.apache.log4j.PatternLayout log4j.appender.A1.layout.ConversionPattern=%-4r [%t] %-5p %c %x - %m%n |
Suppose we are no longer interested in seeing the output of any
component belonging to the com.foo
package. The following
configuration file shows one possible way of achieving this.
log4j.rootLogger=DEBUG, A1 log4j.appender.A1=org.apache.log4j.ConsoleAppender log4j.appender.A1.layout=org.apache.log4j.PatternLayout # Print the date in ISO 8601 format log4j.appender.A1.layout.ConversionPattern=%d [%t] %-5p %c - %m%n # Print only messages of level WARN or above in the package com.foo. log4j.logger.com.foo=WARN |
The output of MyApp
configured with this file is shown below.
2000-09-07 14:07:41,508 [main] INFO MyApp - Entering application. 2000-09-07 14:07:41,529 [main] INFO MyApp - Exiting application.
As the logger com.foo.Bar
does not have an assigned
level, it inherits its level from com.foo
, which
was set to WARN in the configuration file. The log statement from the
Bar.doIt
method has the level DEBUG, lower than the
logger level WARN. Consequently, doIt()
method's log
request is suppressed.
Here is another configuration file that uses multiple appenders.
log4j.rootLogger=debug, stdout, R log4j.appender.stdout=org.apache.log4j.ConsoleAppender log4j.appender.stdout.layout=org.apache.log4j.PatternLayout # Pattern to output the caller's file name and line number. log4j.appender.stdout.layout.ConversionPattern=%5p [%t] (%F:%L) - %m%n log4j.appender.R=org.apache.log4j.RollingFileAppender log4j.appender.R.File=example.log log4j.appender.R.MaxFileSize=100KB # Keep one backup file log4j.appender.R.MaxBackupIndex=1 log4j.appender.R.layout=org.apache.log4j.PatternLayout log4j.appender.R.layout.ConversionPattern=%p %t %c - %m%n |
Calling the enhanced MyApp with the this configuration file will output the following on the console.
INFO [main] (MyApp2.java:12) - Entering application. DEBUG [main] (Bar.java:8) - Doing it again! INFO [main] (MyApp2.java:15) - Exiting application.
In addition, as the root logger has been allocated a second
appender, output will also be directed to the example.log
file. This file will be rolled over when it reaches 100KB. When
roll-over occurs, the old version of example.log
is
automatically moved to example.log.1
.
Note that to obtain these different logging behaviors we did not
need to recompile code. We could just as easily have logged to a UNIX
Syslog daemon, redirected all The log4j library does not make any assumptions about its
environment. In particular, there are no default log4j
appenders. Under certain well-defined circumstances however, the
static inializer of the The default initialization is very useful in environments where the
exact entry point to the application depends on the runtime
environment. For example, the same application can be used as a
stand-alone application, as an applet, or as a servlet under the
control of a web-server.
The exact default initialization algorithm is defined as follows:
See Loader.getResource(java.lang.String)
for the list of searched locations.
The PropertyConfigurator
will be used to parse the URL to configure log4j unless the URL ends
with the ".xml" extension, in which case the DOMConfigurator
will be used. You can optionaly specify a custom configurator. The
value of the log4j.configuratorClass system property is taken
as the fully qualified class name of your custom configurator. The
custom configurator you specify must implement the Configurator
interface.
The default log4j initialization is particularly useful in
web-server environments. Under Tomcat 3.x and 4.x, you should place
the You can also choose to set the system property
log4j.configuration before starting Tomcat. For Tomcat 3.x The
Example 1
The Unix shell command
com.foo
output to an NT
Event logger, or forwarded logging events to a remote log4j server,
which would log according to local server policy, for example by
forwarding the log event to a second log4j server.
Default Initialization Procedure
Logger
class will attempt to
automatically configure log4j. The Java language guarantees that the
static initializer of a class is called once and only once during the
loading of a class into memory. It is important to remember that
different classloaders may load distinct copies of the same
class. These copies of the same class are considered as totally
unrelated by the JVM.
resource
string variable to the value of
the log4j.configuration system property. The preferred
way to specify the default initialization file is through the
log4j.configuration system property. In case the system
property log4j.configuration is not defined, then set the
string variable resource
to its default value
"log4j.properties".
resource
variable to a
URL.
MalformedURLException
, then search for
the resource
from the classpath by calling
org.apache.log4j.helpers.Loader.getResource(resource,
Logger.class)
which returns a URL. Note that the string
"log4j.properties" constitutes a malformed URL.
Example Configurations
Default Initialization under Tomcat
log4j.properties
under the
WEB-INF/classes
directory of your web-applications. Log4j
will find the properties file and initialize itself. This is easy to
do and it works.
TOMCAT_OPTS
environment variable is used to set command
line options. For Tomcat 4.0, set the CATALINA_OPTS
environment variable instead of TOMCAT_OPTS
.
export TOMCAT_OPTS="-Dlog4j.configuration=foobar.txt"
tells log4j to use the file foobar.txt
as the default
configuration file. This file should be place under the
WEB-INF/classes
directory of your web-application. The
file will be read using the PropertyConfigurator. Each
web-application will use a different default configuration file because
each file is relative to a web-application.
Example 2
The Unix shell command
export TOMCAT_OPTS="-Dlog4j.debug -Dlog4j.configuration=foobar.xml"tells log4j to output log4j-internal debugging information and to use the file
foobar.xml
as the default configuration
file. This file should be place under the WEB-INF/classes
directory of your web-application. Since the file ends with a
.xml
extension, it will read using the DOMConfigurator. Each
web-application will use a different default configuration file because
each file is relative to a web-application.
Example 3
The Windows shell command
set TOMCAT_OPTS=-Dlog4j.configuration=foobar.lcf -Dlog4j.configuratorClass=com.foo.BarConfiguratortells log4j to use the file
foobar.lcf
as the default
configuration file. This file should be place under the
WEB-INF/classes
directory of your web-application. Due to
the definition of the log4j.configuratorClass system property,
the file will be read using the com.foo.BarConfigurator
custom configurator. Each web-application will use a different
default configuration file because each file is relative to a
web-application.
Example 4
The Windows shell command
set TOMCAT_OPTS=-Dlog4j.configuration=file:/c:/foobar.lcftells log4j to use the file
c:\foobar.lcf
as the default
configuration file. The configuration file is fully specified by the
URL file:/c:/foobar.lcf
. Thus, the same configuration
file will be used for all web-applications.
Different web-applications will load the log4j classes through
their respective classloaderss. Thus, each image of the log4j
environment will act independetly and without any mutual
synchronization. For example, FileAppenders
defined
exactly the same way in multiple web-application configurations will
all attempt to write the same file. The results are likely to be less
than satisfactory. You must make sure that log4j configurations of
different web-applications do not use the same underlying system
resource.
Initialization servlet
It is also possible to use a special servlet for log4j initialization. Here is an example,
package com.foo; import org.apache.log4j.PropertyConfigurator; import javax.servlet.http.HttpServlet; import javax.servlet.http.HttpServletRequest; import javax.servlet.http.HttpServletResponse; import java.io.PrintWriter; import java.io.IOException; public class Log4jInit extends HttpServlet { public void init() { String prefix = getServletContext().getRealPath("/"); String file = getInitParameter("log4j-init-file"); // if the log4j-init-file is not set, then no point in trying if(file != null) { PropertyConfigurator.configure(prefix+file); } } public void doGet(HttpServletRequest req, HttpServletResponse res) { } } |
Define the following servlet in the web.xml file for your web-application.
<servlet> <servlet-name>log4j-init</servlet-name> <servlet-class>com.foo.Log4jInit</servlet-class> <init-param> <param-name>log4j-init-file</param-name> <param-value>WEB-INF/classes/log4j.lcf</param-value> </init-param> <load-on-startup>1</load-on-startup> </servlet> |
Writing an initialization servlet is the most flexible way for
initializing log4j. There are no constraints on the code you can place
in the init()
method of the servlet.
Most real-world systems have to deal with multiple clients simultaneously. In a typical multithreaded implementation of such a system, different threads will handle different clients. Logging is especially well suited to trace and debug complex distributed applications. A common approach to differentiate the logging output of one client from another is to instantiate a new separate logger for each client. This promotes the proliferation of loggers and increases the management overhead of logging.
A lighter technique is to uniquely stamp each log request initiated from the same client interaction. Neil Harrison described this method in the book "Patterns for Logging Diagnostic Messages," in Pattern Languages of Program Design 3, edited by R. Martin, D. Riehle, and F. Buschmann (Addison-Wesley, 1997).
To uniquely stamp each request, the user pushes contextual information into the NDC, the abbreviation of Nested Diagnostic Context. The NDC class is shown below.
public class NDC { // Used when printing the diagnostic public static String get(); // Remove the top of the context from the NDC. public static String pop(); // Add diagnostic context for the current thread. public static void push(String message); // Remove the diagnostic context for this thread. public static void remove(); }
The NDC is managed per thread as a stack of contextual
information. Note that all methods of the org.apache.log4j.NDC
class are static. Assuming that NDC printing is turned on, every time
a log request is made, the appropriate log4j component will include
the entire NDC stack for the current thread in the log
output. This is done without the intervention of the user, who is
responsible only for placing the correct information in the NDC by
using the push
and pop
methods at a few
well-defined points in the code. In contrast, the per-client logger
approach commands extensive changes in the code.
To illustrate this point, let us take the example of a servlet delivering content to numerous clients. The servlet can build the NDC at the very beginning of the request before executing other code. The contextual information can be the client's host name and other information inherent to the request, typically information contained in cookies. Hence, even if the servlet is serving multiple clients simultaneously, the logs initiated by the same code, i.e. belonging to the same logger, can still be distinguished because each client request will have a different NDC stack. Contrast this with the complexity of passing a freshly instantiated logger to all code exercised during the client's request.
Nevertheless, some sophisticated applications, such as virtual
hosting web servers, must log differently depending on the virtual
host context and also depending on the software component issuing the
request. Recent log4j releases support multiple hierarchy trees. This
enhancement allows each virtual host to possess its own copy of the
logger hierarchy.
One of the often-cited arguments against logging is its
computational cost. This is a legitimate concern as even moderately
sized applications can generate thousands of log requests. Much
effort was spent measuring and tweaking logging performance. Log4j
claims to be fast and flexible: speed first, flexibility second.
The user should be aware of the following performance issues.
When logging is turned
off entirely or just for a set
of levels, the cost of a log request consists of a method
invocation plus an integer comparison. On a 233 MHz Pentium II
machine this cost is typically in the 5 to 50 nanosecond range.
However, The method invocation involves the "hidden" cost of
parameter construction.
For example, for some logger To avoid the parameter construction cost write:
This will not incur the cost of parameter
construction if debugging is disabled. On the other hand, if
the logger is debug-enabled, it will incur twice the cost of
evaluating whether the logger is enabled or not: once
in In log4j, logging requests are made to instances of the Logger
class. Logger is a class and not an interface. This measurably
reduces the cost of method invocation at the cost of some
flexibility.
Certain users resort to preprocessing or compile-time
techniques to compile out all log statements. This leads to perfect
performance efficiency with respect to logging. However, since the
resulting application binary does not contain any log statements,
logging cannot be turned on for that binary. In my opinion this is
a disproportionate price to pay in exchange for a small performance
gain.
This is essentially the performance of walking the logger
hierarchy. When logging is turned on, log4j still needs to compare
the level of the log request with the level of the request
logger. However, loggers may not have an assigned
level; they can inherit them from the logger hierarchy. Thus,
before inheriting a level, the logger may need to search its
ancestors.
There has been a serious effort to make this hierarchy walk to
be as fast as possible. For example, child loggers link only to
their existing ancestors. In the The typical cost of walking the hierarchy is typically 3
times slower than when logging is turned off entirely.
This is the cost of formatting the log output and sending it to
its target destination. Here again, a serious effort was made to
make layouts (formatters) perform as quickly as possible. The same
is true for appenders. The typical cost of actually logging is
about 100 to 300 microseconds.
See org.apache.log4.performance.Logging
for actual figures.
Although log4j has many features, its first design goal was speed.
Some log4j components have been rewritten many times to improve
performance. Nevertheless, contributors frequently come up with new
optimizations. You should be pleased to know that when configured with
the SimpleLayout
performance tests have shown log4j to log as quickly as
Log4j is a popular logging package written in Java. One of its
distinctive features is the notion of inheritance in loggers. Using
a logger hierarchy it is possible to control which log statements
are output at arbitrary granularity. This helps reduce the volume of
logged output and minimize the cost of logging.
One of the advantages of the log4j API is its manageability. Once
the log statements have been inserted into the code, they can be
controlled with configuration files. They can be selectively enabled
or disabled, and sent to different and multiple output targets in
user-chosen formats. The log4j package is designed so that log
statements can remain in shipped code without incurring a heavy
performance cost.
Performance
cat
, writing,
logger.debug("Entry number: " + i + " is " + String.valueOf(entry[i]));
incurs the cost of constructing the message parameter, i.e.
converting both integer i
and entry[i]
to a String, and concatenating intermediate strings,
regardless of whether the message will be logged or not.
This cost of parameter construction can be quite high and it
depends on the size of the parameters involved.
if(logger.isDebugEnabled() {
logger.debug("Entry number: " + i + " is " + String.valueOf(entry[i]));
}
debugEnabled
and once in
debug
. This is an insignificant
overhead because evaluating a logger takes about 1%
of the time it takes to actually log.
BasicConfigurator
example shown earlier, the logger named com.foo.Bar
is
linked directly to the root logger, thereby circumventing the
nonexistent com
or com.foo
loggers. This
significantly improves the speed of the walk, especially in "sparse"
hierarchies.
System.out.println
.
Conclusions
Acknowledgments
Many thanks to N. Asokan for reviewing the article. He is also one of
the originators of the logger concept. I am indebted to Nelson Minar
for encouraging me to write this article. He has also made many useful
suggestions and corrections to this article. Log4j is the result of a
collective effort. My special thanks go to all the authors who have
contributed to the project. Without exception, the best features in
the package have all originated in the user community.