Spandex
Spandex v3.2.0

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Spandex is a library for tracing your elixir application. Tracing is a monitoring tool that allows you get extremely granular information about the runtime of your system. Using distributed tracing, you can also get a view of how requests make their way through your entire ecosystem of microservices or applications. Currently, Spandex only supports integrating with datadog, but it is built to be agnostic to what platform you choose to view your trace data. Eventually it should support Open Zipkin, Stackdriver, and any other trace viewer/aggregation tool you'd like to integrate with. We are still under active development, working on moving to a more standard/generic implementation of the internals. Contributions welcome!

3-0-release

 3.0 Release

The 3.0 release only involves ensuring that you're using the latest adapter, which will be explicit in its dependency on a spandex version. This major version was done only to solve for breaking changes between the adapter and spandex core, in order to honor semver and also not break everyone's installation.

2-0-upgrade-guide

 2.0 Upgrade Guide

This is Datadog-specific since that's currently the only adapter.

  • Include the adapter as a dependency (see below).
  • Replace any occurrences of Spandex.Adapters.Datadog with SpandexDatadog.Adapter in your code.
  • Replace any occurrences of Spandex.Adapters.ApiSender with SpandexDatadog.ApiSender in your code.

adapters

 Adapters

  • Datadog
  • Thats it so far! If you want another adapter, it should be relatively easy to write! This library is in charge of handling the state management of spans, and the adapter is just in charge of generating certain values and ultimately sending the values to the service.

installation

 Installation 

def deps do
  [{:spandex, "~> 3.2"}]
end

setup-and-configuration

 Setup and Configuration

Define your tracer:

defmodule MyApp.Tracer do
  use Spandex.Tracer, otp_app: :my_app
end

Configure it:

config :my_app, MyApp.Tracer,
  service: :my_api,
  adapter: SpandexDatadog.Adapter,
  disabled?: false,
  env: "PROD"

Or at runtime, by calling configure/1 (usually in your application's startup)

MyApp.Tracer.configure(disabled?: System.get_env("TRACE") != "true")

For more information on Tracer configuration, view the docs for Spandex.Tracer. There you will find the documentation for the opts schema. The entire configuration can also be passed into each function in your tracer to be overridden if desired. For example:

MyApp.Tracer.start_span("span_name", service: :some_special_service)

Your configuration and the configuration in your config files are merged together, to avoid needing to specify this config at all times.

To bypass the Tracer pattern entirely, you can call directly into the functions in Spandex, like Spandex.start_span("span_name", [adapter: Foo, service: :bar]). Note that in this case, you will need to specify all of the configuration options in each call, because the Tracer is not managing the defaults for you.

adapter-specific-configuration

 Adapter specific configuration

For adapter configuration, see the documentation for that adapter

phoenix-plugs

 Phoenix Plugs

There are 3 plugs provided for usage w/ Phoenix:

distributed-tracing

 Distributed Tracing

Individual adapters can support distributed tracing. See their documentation for more information.

logger-metadata

 Logger metadata

In general, you'll probably want the current span_id and trace_id in your logs, so that you can find them in your tracing service. Make sure to add span_id and trace_id to logger_metadata

config :logger, :console,
  metadata: [:request_id, :trace_id, :span_id]

general-usage

 General Usage

The nicest interface for working with spans is the span macro, illustrated in span_me_also below.

defmodule ManuallyTraced do
  require Spandex

  # Does not handle exceptions for you.
  def trace_me() do
    Tracer.start_trace("my_trace") #also opens a span
    Tracer.update_span(service: :my_app, type: :db)

    result = span_me()

    Tracer.finish_trace()

    result
  end

  # Does not handle exceptions for you.
  def span_me() do
    Tracer.start_span("this_span")
    Tracer.update_span(service: :my_app, type: :web)

    result = span_me_also()

    Tracer.finish_span()
  end

  # Handles exception at the span level. Trace still must be reported.
  def span_me_also() do
    Tracer.span("span_me_also") do
      ...
    end
  end
end

metadata

 Metadata

See the module documentation for Spandex.Span as well as the documentation for the structs contained as keys for that struct. They illustrate the keys that are known to either be common keys or to have UI sugar with certain clients. Its hard to find any kind of list of these published anywhere, so let me know if you know of more!

For example:

Spandex.update_span(
  type: :db,
  http: [url: "/posts", status_code: 400],
  sql_query: [query: "SELECT * FROM posts", rows: 10]
)

asynchronous-processes

 Asynchronous Processes

The current trace_id and span_id can be retrieved and later used (for example, from another process) as follows:

trace_id = Tracer.current_trace_id()
span_id = Tracer.current_span_id()
span_context = %SpanContext{trace_id: trace_id, parent_id: span_id}
Tracer.continue_trace("new_trace", span_context)

New spans can then be logged from there and sent in a separate batch.

strategies

 Strategies

There is (currently and temporarily) only one storage strategy, which can be changed via the strategy option. See Tracer opt documentation for an example of setting it. To implement your own (ETS adapter should be on its way), simply implement the Spandex.Strategy behaviour. Keep in mind that the strategy is not an atomic pattern. It represents retrieving and wholesale replacing a trace, meaning that it is not safe to use across processes or concurrently. Each process should have its own store for its own generated spans. This should be fine because you can send multiple batches of spans for the same trace separately.

decorators

 Decorators

Because the decorator library can cause conflicts when it interacts with other dependencies in the same project, we support it as an optional dependency. This allows you to disable it if it causes problems for you, but it also means that you need to explicitly include some version of decorator in your application's dependency list:

# mix.exs

defp deps do
  [
    {:decorator, "~> 1.2"}
  ]
end

Then, configure the Spandex decorator with your default tracer:

config :spandex, :decorators, tracer: MyApp.Tracer

Span function decorators take an optional argument which is the attributes to update the span with. One of those attributes can be the :tracer in case you want to override the default tracer (e.g., in case you want to use multiple tracers).

IMPORTANT If you define multiple clauses for a function, you'll have to decorate all of the ones you want to span.

defmodule TracedModule do
  use Spandex.Decorators

  @decorate trace(service: :my_app, type: :web)
  def trace_me() do
    span_1()
  end

  @decorate span(name: "span_1")
  def span_1() do
    inner_span_1()
  end

  @decorate span()
  def inner_span_1() do
    _ = ThirdPartyApi.different_service_call()
    inner_span_2()
  end

  @decorate span(tracer: MyApp.OtherTracer)
  def inner_span_2() do
    "this produces a span stack to be reported by another tracer"
  end

  # Multiple Clauses
  @decorate span()
  def divide(n, 0), do: {:error, :divide_by_zero}
  @decorate span()
  def divide(n, m), do: n / m
end

defmodule ThirdPartyApi do
  use Spandex.Decorators

  @decorate span(service: :third_party, type: :cache)
  def different_service_call() do
    ...
  end
end

Note: Decorators don't magically do everything. It often makes a lot of sense to use Tracer.update_span from within your function to add details that are only available inside that same function.

ecto-tracing

 Ecto Tracing

Check out spandex_ecto.

phoenix-tracing

 Phoenix Tracing

Check out spandex_phoenix.