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Tracing Terminology


In order to get the most from tracing, it’s important to understand the terms used, the data they represent and how they work together.


Used to track the time spent by an application processing a single operation. For example, a trace can be used to track the entire time spent processing a complicated web request. Even though the request may require multiple resources and machines to handle the request, all of these function calls and sub-requests would be encapsulated within a single trace.


Represents a logical unit of work in the system. Each trace consists of one or more spans. Spans are associated with a service and optionally a resource. Each span consists of a start time, a duration, and optional tags. For example, a span can describe the time spent on a distributed call on a separate machine, or the time spent in a small component within a larger operation. Spans can be nested within each other, and in those instances will have a parent-child relationship.

Visualizing tracing terms


The name of a set of processes that do the same job.
For instance, a simple web application may consist of two services:

  • A single webapp service and a single database service

While a more complex environment may break it out into 6 services:

  • 3 separate services: webapp, admin, and query.
  • 3 separate external service: master-db, replica-db, and yelp-api.


A particular query to a service. For a web application, some examples might be a canonical URL like /user/home or a handler function like web.user.home (often referred to as “routes” in MVC frameworks). For a sql database, a resource would be the sql of the query itself like select * from users where id = ?.

The Tracing backend can track thousands (not millions or billions) of unique resources per service, so resources should be grouped together under a canonical name, like /user/home rather than have /user/home?id=100 and /user/home?id=200 as separate resources.