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--- | ||
id: appendix-d | ||
title: "Appendix D: Observability" | ||
description: Conventions for OpenFeature telemetry signals | ||
sidebar_position: 5 | ||
--- | ||
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# Appendix D: Observability | ||
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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](https://opentelemetry.io/docs/specs/semconv/feature-flags/feature-flags-logs/) and other semantic conventions. | ||
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## Evaluations | ||
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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](./sections/04-hooks.md). | ||
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### Evaluation Details | ||
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The following describes how fields on the [evaluation details](types.md#evaluation-details) are mapped to feature flag log records: | ||
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| Log Record Attribute | Source Field or Derived Value from Evaluation Details | Notes | | ||
| --------------------------------------- | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- | --------------------------------------------------------------------------------------------------------------------- | | ||
| `feature_flag.key` | `flag key` | See: [flag key](./glossary.md#flag-key) | | ||
| `error.type` | `error code` | See: [error code](./types.md#error-code) | | ||
| `feature_flag.variant` | `variant` | See: [variant](./glossary.md#variant) | | ||
| `feature_flag.evaluation.error.message` | `error message` | A human-readable error message associated with a failed evaluation. For programmatic purposes, refer to `error code`. | | ||
| `feature_flag.evaluation.reason` | `reason` | See: [reason](./types.md#resolution-reason) | | ||
| `feature_flag.evaluation.value.type` | One of `"array"`, `"boolean"`, `"byte_array"`, `"float"`, `"int"`, `"map"`, `"null"`, `"string"` or `"unknown"`, representing the type of the `evaluation details'` `value` field | See: [reason](./types.md#resolution-reason) | | ||
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> [!NOTE] | ||
> The `error.type` and `feature_flag.evaluation.reason` enumerations use a lowercase "snake_case" convention (see [OpenTelemetry feature-flag log records](https://opentelemetry.io/docs/specs/semconv/feature-flags/feature-flags-logs/)). | ||
> OpenFeature [error codes](types.md#error-code) and [resolution reasons](./types.md#resolution-reason) should be transformed accordingly by integrations which include this data. | ||
#### Flag Value | ||
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The flag value is required if the `feature_flag.variant` is not set (and optional otherwise), and is defined in a the event body: | ||
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| Body Field | Source Field from Evaluation Details | Notes | | ||
| ---------- | ------------------------------------ | ------------------------------------------- | | ||
| `value` | `value` | The type of the `value` field is undefined. | | ||
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### Flag Metadata | ||
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The following describes how keys in [flag metadata](types.md#flag-metadata) are mapped to feature flag log records: | ||
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| Log Record Attribute | Flag Metadata Key | Notes | | ||
| ------------------------- | ----------------- | ----------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- | | ||
| `feature_flag.context.id` | `contextId` | The context identifier returned in the flag metadata uniquely identifies the subject of the flag evaluation. If not available, the [targeting key](./glossary.md#targeting-key) should be used. | | ||
| `feature_flag.set.id` | `flagSetId` | A logical identifier for the [flag set](./glossary.md#flag-set). | | ||
| `feature_flag.version` | `version` | A version string (format unspecified) for the flag or [flag set](./glossary.md#flag-set). | | ||
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> [!NOTE] | ||
> Keys in flag metadata use the "camelCase" casing convention, while the OpenTelemetry standard uses a namespaced "snake_case" convention. | ||
### Provider Metadata | ||
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| Log Record Attribute | Provider Metadata Field | Notes | | ||
| ---------------------------- | ----------------------- | ------------------------------------------------------------------------------------------------ | | ||
| `feature_flag.provider_name` | `name` | The name of the provider as defined in the `provider metadata`, available in the `hook context`. | |
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