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<title>1. Introduction</title><link rel="stylesheet" type="text/css" href="css/manual-multipage.css"><meta name="generator" content="DocBook XSL Stylesheets V1.79.1"><link rel="home" href="multi_spring-cloud-sleuth.html" title="Spring Cloud Sleuth"><link rel="up" href="multi_spring-cloud-sleuth.html" title="Spring Cloud Sleuth"><link rel="prev" href="multi_pr01.html" title=""><link rel="next" href="multi__additional_resources.html" title="2. Additional Resources"></head><body bgcolor="white" text="black" link="#0000FF" vlink="#840084" alink="#0000FF"><div class="navheader"><table width="100%" summary="Navigation header"><tr><th colspan="3" align="center">1. Introduction</th></tr><tr><td width="20%" align="left"><a accesskey="p" href="multi_pr01.html">Prev</a> </td><th width="60%" align="center"> </th><td width="20%" align="right"> <a accesskey="n" href="multi__additional_resources.html">Next</a></td></tr></table><hr></div><div class="chapter"><div class="titlepage"><div><div><h1 class="title"><a name="_introduction" href="#_introduction"></a>1. Introduction</h1></div></div></div><p>Spring Cloud Sleuth implements a distributed tracing solution for <a class="link" href="http://cloud.spring.io" target="_top">Spring Cloud</a>.</p><div class="section"><div class="titlepage"><div><div><h2 class="title" style="clear: both"><a name="_terminology" href="#_terminology"></a>1.1 Terminology</h2></div></div></div><p>Spring Cloud Sleuth borrows <a class="link" href="http://research.google.com/pubs/pub36356.html" target="_top">Dapper’s</a> terminology.</p><p><span class="strong"><strong>Span</strong></span>: The basic unit of work. For example, sending an RPC is a new span, as is sending a response to an RPC.
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<title>1. Introduction</title><link rel="stylesheet" type="text/css" href="css/manual-multipage.css"><meta name="generator" content="DocBook XSL Stylesheets V1.79.1"><link rel="home" href="multi_spring-cloud-sleuth.html" title="Spring Cloud Sleuth"><link rel="up" href="multi_spring-cloud-sleuth.html" title="Spring Cloud Sleuth"><link rel="prev" href="multi_pr01.html" title=""><link rel="next" href="multi__additional_resources.html" title="2. Additional Resources"></head><body bgcolor="white" text="black" link="#0000FF" vlink="#840084" alink="#0000FF"><div class="navheader"><table width="100%" summary="Navigation header"><tr><th colspan="3" align="center">1. Introduction</th></tr><tr><td width="20%" align="left"><a accesskey="p" href="multi_pr01.html">Prev</a> </td><th width="60%" align="center"> </th><td width="20%" align="right"> <a accesskey="n" href="multi__additional_resources.html">Next</a></td></tr></table><hr></div><div class="chapter"><div class="titlepage"><div><div><h1 class="title"><a name="_introduction" href="#_introduction"></a>1. Introduction</h1></div></div></div><p>Spring Cloud Sleuth implements a distributed tracing solution for <a class="link" href="https://cloud.spring.io" target="_top">Spring Cloud</a>.</p><div class="section"><div class="titlepage"><div><div><h2 class="title" style="clear: both"><a name="_terminology" href="#_terminology"></a>1.1 Terminology</h2></div></div></div><p>Spring Cloud Sleuth borrows <a class="link" href="https://research.google.com/pubs/pub36356.html" target="_top">Dapper’s</a> terminology.</p><p><span class="strong"><strong>Span</strong></span>: The basic unit of work. For example, sending an RPC is a new span, as is sending a response to an RPC.
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Spans are identified by a unique 64-bit ID for the span and another 64-bit ID for the trace the span is a part of.
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Spans also have other data, such as descriptions, timestamped events, key-value annotations (tags), the ID of the span that caused them, and process IDs (normally IP addresses).</p><p>Spans can be started and stopped, and they keep track of their timing information.
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Once you create a span, you must stop it at some point in the future.</p><div class="tip" style="margin-left: 0.5in; margin-right: 0.5in;"><table border="0" summary="Tip"><tr><td rowspan="2" align="center" valign="top" width="25"><img alt="[Tip]" src="images/tip.png"></td><th align="left">Tip</th></tr><tr><td align="left" valign="top"><p>The initial span that starts a trace is called a <code class="literal">root span</code>. The value of the ID
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When an exception was thrown and was not caught, we set proper tags on the span, which Zipkin can then properly colorize.
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You could see in the list of traces one trace that is red. That appears because an exception was thrown.</p><p>If you click that trace, you see a similar picture, as follows:</p><div class="informalfigure"><div class="mediaobject"><img src="https://raw.githubusercontent.com/spring-cloud/spring-cloud-sleuth/master/docs/src/main/asciidoc/images/zipkin-error-traces.png" alt="Error Traces"></div></div><p>If you then click on one of the spans, you see the following</p><div class="informalfigure"><div class="mediaobject"><img src="https://raw.githubusercontent.com/spring-cloud/spring-cloud-sleuth/master/docs/src/main/asciidoc/images/zipkin-error-trace-screenshot.png" alt="Error Traces Info propagation"></div></div><p>The span shows the reason for the error and the whole stack trace related to it.</p></div><div class="section"><div class="titlepage"><div><div><h3 class="title"><a name="_distributed_tracing_with_brave" href="#_distributed_tracing_with_brave"></a>1.2.3 Distributed Tracing with Brave</h3></div></div></div><p>Starting with version <code class="literal">2.0.0</code>, Spring Cloud Sleuth uses <a class="link" href="https://github.com/openzipkin/brave" target="_top">Brave</a> as the tracing library.
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Consequently, Sleuth no longer takes care of storing the context but delegates that work to Brave.</p><p>Due to the fact that Sleuth had different naming and tagging conventions than Brave, we decided to follow Brave’s conventions from now on.
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However, if you want to use the legacy Sleuth approaches, you can set the <code class="literal">spring.sleuth.http.legacy.enabled</code> property to <code class="literal">true</code>.</p></div><div class="section"><div class="titlepage"><div><div><h3 class="title"><a name="_live_examples" href="#_live_examples"></a>1.2.4 Live examples</h3></div></div></div><div class="figure"><a name="d0e357" href="#d0e357"></a><p class="title"><b>Figure 1.1. Click the Pivotal Web Services icon to see it live!</b></p><div class="figure-contents"><div class="mediaobject"><img src="https://raw.githubusercontent.com/spring-cloud/spring-cloud-sleuth/master/docs/src/main/asciidoc/images/pws.png" alt="Zipkin deployed on Pivotal Web Services"></div></div></div><br class="figure-break"><p><a class="link" href="http://docssleuth-zipkin-server.cfapps.io/" target="_top">Click here to see it live!</a></p><p>The dependency graph in Zipkin should resemble the following image:</p><div class="informalfigure"><div class="mediaobject"><img src="https://raw.githubusercontent.com/spring-cloud/spring-cloud-sleuth/master/docs/src/main/asciidoc/images/dependencies.png" alt="Dependencies"></div></div><div class="figure"><a name="d0e378" href="#d0e378"></a><p class="title"><b>Figure 1.2. Click the Pivotal Web Services icon to see it live!</b></p><div class="figure-contents"><div class="mediaobject"><img src="https://raw.githubusercontent.com/spring-cloud/spring-cloud-sleuth/master/docs/src/main/asciidoc/images/pws.png" alt="Zipkin deployed on Pivotal Web Services"></div></div></div><br class="figure-break"><p><a class="link" href="http://docssleuth-zipkin-server.cfapps.io/dependency" target="_top">Click here to see it live!</a></p></div><div class="section"><div class="titlepage"><div><div><h3 class="title"><a name="_log_correlation" href="#_log_correlation"></a>1.2.5 Log correlation</h3></div></div></div><p>When using grep to read the logs of those four applications by scanning for a trace ID equal to (for example) <code class="literal">2485ec27856c56f4</code>, you get output resembling the following:</p><pre class="screen">service1.log:2016-02-26 11:15:47.561 INFO [service1,2485ec27856c56f4,2485ec27856c56f4,true] 68058 --- [nio-8081-exec-1] i.s.c.sleuth.docs.service1.Application : Hello from service1. Calling service2
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However, if you want to use the legacy Sleuth approaches, you can set the <code class="literal">spring.sleuth.http.legacy.enabled</code> property to <code class="literal">true</code>.</p></div><div class="section"><div class="titlepage"><div><div><h3 class="title"><a name="_live_examples" href="#_live_examples"></a>1.2.4 Live examples</h3></div></div></div><div class="figure"><a name="d0e357" href="#d0e357"></a><p class="title"><b>Figure 1.1. Click the Pivotal Web Services icon to see it live!</b></p><div class="figure-contents"><div class="mediaobject"><img src="https://raw.githubusercontent.com/spring-cloud/spring-cloud-sleuth/master/docs/src/main/asciidoc/images/pws.png" alt="Zipkin deployed on Pivotal Web Services"></div></div></div><br class="figure-break"><p><a class="link" href="https://docssleuth-zipkin-server.cfapps.io/" target="_top">Click here to see it live!</a></p><p>The dependency graph in Zipkin should resemble the following image:</p><div class="informalfigure"><div class="mediaobject"><img src="https://raw.githubusercontent.com/spring-cloud/spring-cloud-sleuth/master/docs/src/main/asciidoc/images/dependencies.png" alt="Dependencies"></div></div><div class="figure"><a name="d0e378" href="#d0e378"></a><p class="title"><b>Figure 1.2. Click the Pivotal Web Services icon to see it live!</b></p><div class="figure-contents"><div class="mediaobject"><img src="https://raw.githubusercontent.com/spring-cloud/spring-cloud-sleuth/master/docs/src/main/asciidoc/images/pws.png" alt="Zipkin deployed on Pivotal Web Services"></div></div></div><br class="figure-break"><p><a class="link" href="https://docssleuth-zipkin-server.cfapps.io/dependency" target="_top">Click here to see it live!</a></p></div><div class="section"><div class="titlepage"><div><div><h3 class="title"><a name="_log_correlation" href="#_log_correlation"></a>1.2.5 Log correlation</h3></div></div></div><p>When using grep to read the logs of those four applications by scanning for a trace ID equal to (for example) <code class="literal">2485ec27856c56f4</code>, you get output resembling the following:</p><pre class="screen">service1.log:2016-02-26 11:15:47.561 INFO [service1,2485ec27856c56f4,2485ec27856c56f4,true] 68058 --- [nio-8081-exec-1] i.s.c.sleuth.docs.service1.Application : Hello from service1. Calling service2
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service2.log:2016-02-26 11:15:47.710 INFO [service2,2485ec27856c56f4,9aa10ee6fbde75fa,true] 68059 --- [nio-8082-exec-1] i.s.c.sleuth.docs.service2.Application : Hello from service2. Calling service3 and then service4
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service3.log:2016-02-26 11:15:47.895 INFO [service3,2485ec27856c56f4,1210be13194bfe5,true] 68060 --- [nio-8083-exec-1] i.s.c.sleuth.docs.service3.Application : Hello from service3
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service2.log:2016-02-26 11:15:47.924 INFO [service2,2485ec27856c56f4,9aa10ee6fbde75fa,true] 68059 --- [nio-8082-exec-1] i.s.c.sleuth.docs.service2.Application : Got response from service3 [Hello from service3]
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service4.log:2016-02-26 11:15:48.134 INFO [service4,2485ec27856c56f4,1b1845262ffba49d,true] 68061 --- [nio-8084-exec-1] i.s.c.sleuth.docs.service4.Application : Hello from service4
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service2.log:2016-02-26 11:15:48.156 INFO [service2,2485ec27856c56f4,9aa10ee6fbde75fa,true] 68059 --- [nio-8082-exec-1] i.s.c.sleuth.docs.service2.Application : Got response from service4 [Hello from service4]
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service1.log:2016-02-26 11:15:48.182 INFO [service1,2485ec27856c56f4,2485ec27856c56f4,true] 68058 --- [nio-8081-exec-1] i.s.c.sleuth.docs.service1.Application : Got response from service2 [Hello from service2, response from service3 [Hello from service3] and from service4 [Hello from service4]]</pre><p>If you use a log aggregating tool (such as <a class="link" href="https://www.elastic.co/products/kibana" target="_top">Kibana</a>, <a class="link" href="http://www.splunk.com/" target="_top">Splunk</a>, and others), you can order the events that took place.
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service1.log:2016-02-26 11:15:48.182 INFO [service1,2485ec27856c56f4,2485ec27856c56f4,true] 68058 --- [nio-8081-exec-1] i.s.c.sleuth.docs.service1.Application : Got response from service2 [Hello from service2, response from service3 [Hello from service3] and from service4 [Hello from service4]]</pre><p>If you use a log aggregating tool (such as <a class="link" href="https://www.elastic.co/products/kibana" target="_top">Kibana</a>, <a class="link" href="https://www.splunk.com/" target="_top">Splunk</a>, and others), you can order the events that took place.
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An example from Kibana would resemble the following image:</p><div class="informalfigure"><div class="mediaobject"><img src="https://raw.githubusercontent.com/spring-cloud/spring-cloud-sleuth/master/docs/src/main/asciidoc/images/kibana.png" alt="Log correlation with Kibana"></div></div><p>If you want to use <a class="link" href="https://www.elastic.co/guide/en/logstash/current/index.html" target="_top">Logstash</a>, the following listing shows the Grok pattern for Logstash:</p><pre class="screen">filter {
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# pattern matching logback pattern
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grok {
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