Migrating to OpenTelemetry From a Custom Distributed Tracing Pipeline
Explore Shopify's journey in migrating from a custom distributed tracing pipeline to OpenTelemetry in this 19-minute conference talk. Learn about the motivations behind the migration, the advantages of leveraging OpenTelemetry, and gain insights into the concrete steps of the migration process. Discover how Shopify implemented distributed tracing, including context propagation, custom instrumentation, and service onboarding. Examine the architecture of their tracing pipeline and the unexpected benefits they encountered. Delve into cross-language support, the transition through OpenCensus, and the final move to OpenTelemetry. Gain valuable lessons from Shopify's experience with the OpenTelemetry Collector, Resource Labeler, and the implementation of W3C Trace Parent.