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https://github.com/spandex-project/spandex
A platform agnostic tracing library
https://github.com/spandex-project/spandex
hacktoberfest
Last synced: 7 days ago
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A platform agnostic tracing library
- Host: GitHub
- URL: https://github.com/spandex-project/spandex
- Owner: spandex-project
- License: mit
- Created: 2017-06-18T16:02:03.000Z (over 7 years ago)
- Default Branch: master
- Last Pushed: 2023-10-16T18:10:40.000Z (about 1 year ago)
- Last Synced: 2024-10-29T22:00:27.034Z (10 days ago)
- Topics: hacktoberfest
- Language: Elixir
- Homepage:
- Size: 438 KB
- Stars: 335
- Watchers: 9
- Forks: 53
- Open Issues: 21
-
Metadata Files:
- Readme: README.md
- Changelog: CHANGELOG.md
- Funding: .github/FUNDING.yml
- License: LICENSE
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- fucking-awesome-elixir - spandex - Platform agnostic tracing library originally developed for Datadog APM. (Instrumenting / Monitoring)
- awesome-beam-monitoring - Spandex - tracing library for (Tracing)
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README
=========
[](https://circleci.com/gh/spandex-project/spandex)
[](http://inch-ci.org/github/spandex-project/spandex)
[](https://coveralls.io/github/spandex-project/spandex)
[](https://hex.pm/packages/spandex)
[](https://hex.pm/packages/spandex)
[](https://github.com/spandex-project/spandex/blob/master/LICENSE)
View the [documentation](https://hexdocs.pm/spandex)
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](https://www.datadoghq.com/), 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
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
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
* [Datadog](https://github.com/spandex-project/spandex_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
```elixir
def deps do
[{:spandex, "~> 3.2"}]
end
```
## Setup and Configuration
Define your tracer:
```elixir
defmodule MyApp.Tracer do
use Spandex.Tracer, otp_app: :my_app
end
```
Configure it:
```elixir
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)
```elixir
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
For adapter configuration, see the documentation for that adapter
## Phoenix Plugs
There are 3 plugs provided for usage w/ Phoenix:
* `Spandex.Plug.StartTrace` - See module docs for options. Goes as early in your
pipeline as possible.
* `Spandex.Plug.AddContext` - See moduledoc for options. Either after the
router, or inside a pipeline in the router.
* `Spandex.Plug.EndTrace` - Must go *after* your router.
## Distributed Tracing
Individual adapters can support distributed tracing. See their documentation
for more information.
## 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
```elixir
config :logger, :console,
metadata: [:request_id, :trace_id, :span_id]
```
## General Usage
The nicest interface for working with spans is the `span` macro, illustrated in
`span_me_also` below.
```elixir
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
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:
```elixir
Spandex.update_span(
type: :db,
http: [url: "/posts", status_code: 400],
sql_query: [query: "SELECT * FROM posts", rows: 10]
)
```
## Asynchronous Processes
The current `trace_id` and `span_id` can be retrieved and later used (for
example, from another process) as follows:
```elixir
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
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
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:
```elixir
# mix.exs
defp deps do
[
{:decorator, "~> 1.2"}
]
end
```
Then, configure the Spandex decorator with your default tracer:
```elixir
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.
```elixir
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
Check out [spandex_ecto](https://github.com/spandex-project/spandex_ecto).
## Phoenix Tracing
Check out [spandex_phoenix](https://github.com/spandex-project/spandex_phoenix).