OpenTelemetry is the work-in-progress merge of OpenCensus and OpenTracing. It is still in early stages as of 2021. We are using its instrumentation libraries opentelemetry-go and [opentelemetry-go-contrib]https://github.com/open-telemetry/opentelemetry-go-contrib/) for our Go services.
This post is about how to upgrade your instrumentation libraries in a micro service environment. You guessed it, it's not straightforward.
Yes and no. Opentelemtry-go is still actively being developed and is not General Release yet. So, expect breaking changes. Some packages may be renamed or disappear completely. When you upgrade, you need to be aware of breaking changes and stop using the deprecated packages or methods.
You can either review Changelog which offers a great history of features, bug fixes and breaking changes. PR numbers for every breaking change are given next to the line. For instance:
Metric SDK/API implementation type InstrumentKind moves into sdkapi sub-package. (#2091)
Just search for PR #2091 in the repository and find out what has changed. Within that PR maintainers should also fix all references for this breaking change in the codebase so you know what to change to adopt the breaking change.
Sometimes though, there are too many breaking change you can follow. Then, I recommend checking their examples. In example folder there are small examples how you can use certain functionalities. Such as, exporting to Prometheus. Verify if what you are doing in your code matches with the steps there.
If you have a single service that does not depend on others, you can skip that part. Imagine the following scenario.
In this dependency graph, Service A and Service B both use otel v0.20.0. Service B depends on Service A. Now, Service B wants to upgrade to otel v0.25.0. That may not work. Even though every dependency in Service B is now compatible with otel v0.25.0, since Service B depends on Service A, go mod will still download otel v0.20.0 artifacts. When there are breaking changes, you will see an error of
ambiguous import like this:
$ go mod tidy github.com/your-service imports go.opentelemetry.io/contrib/instrumentation/github.com/gin-gonic/gin/otelgin tested by go.opentelemetry.io/contrib/instrumentation/github.com/gin-gonic/gin/otelgin.test imports go.opentelemetry.io/contrib/propagators/b3: ambiguous import: found package go.opentelemetry.io/contrib/propagators/b3 in multiple modules: go.opentelemetry.io/contrib/propagators v0.20.0 (~/firstname.lastname@example.org/b3) go.opentelemetry.io/contrib/propagators/b3 v1.0.0 (~/email@example.com)
There will be no references to
v0.20.0 in your go.mod file since you are not using it. However, in go.sum you can find the hashes of the previous version.
Upgrade with respect to your dependency graph. In our scenario, you will need to upgrade otel in Service A first. Then, upgrade Service A dependency in Service B. That will likely give otel dependency errors to you. Upgrade otel dependencies and resolve breaking changes.
Congratulations, you have upgraded your instrumentation libraries.