Appendix D: Observability

This document describes conventions for extracting data from the OpenFeature SDK for use in telemetry signals. It primarily focuses on providing recommendations for mapping well-known fields in OpenFeature to OpenTelemetry feature-flag log records and other semantic conventions.

Evaluations

Flag evaluation telemetry comprises data resolved from the provider resolution (evaluation details and flag metadata) as well as metadata about the provider itself. This is particularly relevant to telemetry-related hooks.

Evaluation Details

The following describes how fields on the evaluation details are mapped to feature flag log records:

Log Record Attribute	Source Field or Derived Value from Evaluation Details	Requirement level	Type	Notes
feature_flag.key	flag key	Required	string	See: flag key
feature_flag.result.variant	variant	Conditionally Required 1	string	See: variant
feature_flag.result.value	value	Conditionally Required 2	undefined	See: value
feature_flag.result.reason	reason	Recommended	string	See: reason
error.type	error code	Conditionally Required 3	string	See: error code,
error.message	error message	Conditionally Required 3	string	A human-readable error message associated with a failed evaluation. For programmatic purposes, refer to error code.

Note

The error.type and feature_flag.result.reason enumerations use a lowercase "snake_case" convention (see OpenTelemetry feature-flag log records). OpenFeature error codes and resolution reasons should be transformed accordingly by integrations which include this data.

Flag Metadata

The following describes how keys in flag metadata are mapped to feature flag log records:

Log Record Attribute	Flag Metadata Key	Requirement level	Type	Notes
feature_flag.context.id	contextId	Recommended	string	The context identifier returned in the flag metadata uniquely identifies the subject of the flag evaluation. If not available, the targeting key should be used.
feature_flag.set.id	flagSetId	Recommended	string	A logical identifier for the flag set.
feature_flag.version	version	Recommended	string	A version string (format unspecified) for the flag or flag set.

Note

Keys in flag metadata use the "camelCase" casing convention, while the OpenTelemetry standard uses a namespaced "snake_case" convention.

Provider Metadata

Log Record Attribute	Provider Metadata Field	Requirement level	Type	Notes
feature_flag.provider.name	name	Recommended	string	The name of the provider as defined in the provider metadata, available in the hook context.

History

Feature flags in the OpenTelemetry semantic conventions are currently in development and are marked as experimental. The following table describes the history of changes to the OpenTelemetry feature flag log records as it progresses towards a stable release.

Original Field Name	New Field Name	Semantic Convention Release
feature_flag.variant	feature_flag.result.variant	v1.32.0
feature_flag.evaluation.reason	feature_flag.result.reason	v1.32.0
feature_flag.evaluation.error.message	error.message	v1.33.0
feature_flag.provider_name	feature_flag.provider.name	v1.33.0
value	feature_flag.result.value	Unreleased

Footnotes

Footnotes

1. The variant field should be included whenever possible as it represents the symbolic name of the flag's returned value (e.g., "on"/"off", "control"/"treatment"). Only omit if the provider doesn't supply this information. ↩

2. The value field should be included whenever a variant is unavailable. Large or sensitive values should be redacted or omitted prior to being captured in telemetry signals. ↩

3. Include error.type and error.message, if and only if an error occurred during a flag evaluation. ↩ ↩²