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Feature Flag evaluation event #1440

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64cc6e1
Feature Flag: feature_flag.evaluation event
dyladan Sep 30, 2024
9d70d52
Remove ff events.yaml for now
dyladan Sep 30, 2024
17661ad
Deprecate
dyladan Sep 30, 2024
5a1315f
Fix lint errors
dyladan Sep 30, 2024
778a506
Add changelog entry
dyladan Sep 30, 2024
955784e
Merge branch 'main' into ff-evaluation-event
dyladan Sep 30, 2024
5353b33
Merge remote-tracking branch 'origin/main' into ff-evaluation-event
dyladan Oct 14, 2024
1b2d939
Update ff version to be clear a hash is not a specific recommendation
dyladan Oct 14, 2024
49bbdff
Merge remote-tracking branch 'origin/main' into ff-evaluation-event
dyladan Oct 28, 2024
ab16aba
Rename environment to flag set
dyladan Oct 28, 2024
4ffa81c
Describe feature_flag.key as lookup key
dyladan Oct 28, 2024
97b68d8
Update requirement level for variant and value
dyladan Oct 28, 2024
4e70d70
Avoid word repetition
dyladan Oct 28, 2024
78938e0
Clarify permissiveness of provider id
dyladan Oct 28, 2024
5e4bf75
Merge branch 'main' into ff-evaluation-event
dyladan Nov 4, 2024
e9e209e
Rename flag_set to just set
dyladan Nov 4, 2024
9e68f15
Use system terminology to match db and gen_ai
dyladan Nov 4, 2024
25f4783
Expand brief for flag evaluation event
dyladan Nov 4, 2024
51b7e45
Move feature_flag.value to body field
dyladan Nov 5, 2024
f12c1cf
Add evaluation reason
dyladan Nov 5, 2024
7555d86
Generate tables
dyladan Nov 5, 2024
9ef0ba1
Add feature flag error code
dyladan Nov 5, 2024
ebab494
Add feature flag evaluation log motivation
dyladan Nov 5, 2024
fcca5a6
Fix: provider.id renamed to system
dyladan Nov 5, 2024
5513c81
Add flag evaluation error message
dyladan Nov 5, 2024
27aa56a
Misspell
dyladan Nov 6, 2024
5ae514a
Apply suggestions from code review and remove broken links
dyladan Nov 6, 2024
2e7ca66
Merge branch 'main' into ff-evaluation-event
dyladan Nov 6, 2024
118ce57
Fix issue number
dyladan Nov 6, 2024
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4 changes: 4 additions & 0 deletions .chloggen/1440.yaml
Original file line number Diff line number Diff line change
@@ -0,0 +1,4 @@
change_type: enhancement
component: feature_flag
note: Define `feature_flag.evaluation` event.
issues: [1440]
52 changes: 46 additions & 6 deletions docs/attributes-registry/feature-flag.md
Original file line number Diff line number Diff line change
Expand Up @@ -6,21 +6,61 @@

# Feature Flag

- [Feature Flag Attributes](#feature-flag-attributes)
- [Deprecated Feature Flag Attributes](#deprecated-feature-flag-attributes)

## Feature Flag Attributes

This document defines attributes for Feature Flags.

| Attribute | Type | Description | Examples | Stability |
|---|---|---|---|---|
| <a id="feature-flag-key" href="#feature-flag-key">`feature_flag.key`</a> | string | The unique identifier of the feature flag. | `logo-color` | ![Experimental](https://img.shields.io/badge/-experimental-blue) |
| <a id="feature-flag-provider-name" href="#feature-flag-provider-name">`feature_flag.provider_name`</a> | string | The name of the service provider that performs the flag evaluation. | `Flag Manager` | ![Experimental](https://img.shields.io/badge/-experimental-blue) |
| <a id="feature-flag-variant" href="#feature-flag-variant">`feature_flag.variant`</a> | string | SHOULD be a semantic identifier for a value. If one is unavailable, a stringified version of the value can be used. [1] | `red`; `true`; `on` | ![Experimental](https://img.shields.io/badge/-experimental-blue) |
| <a id="feature-flag-context-id" href="#feature-flag-context-id">`feature_flag.context.id`</a> | string | The unique identifier for the flag evaluation context. For example, the targeting key. | `5157782b-2203-4c80-a857-dbbd5e7761db` | ![Experimental](https://img.shields.io/badge/-experimental-blue) |
| <a id="feature-flag-evaluation-error-code" href="#feature-flag-evaluation-error-code">`feature_flag.evaluation.error.code`</a> | string | An error code which denotes why a flag evaluation failed | `provider_not_ready`; `targeting_key_missing`; `provider_fatal`; `general` | ![Experimental](https://img.shields.io/badge/-experimental-blue) |
| <a id="feature-flag-evaluation-error-message" href="#feature-flag-evaluation-error-message">`feature_flag.evaluation.error.message`</a> | string | A message explaining the nature of an error occurring during flag evaluation. | `Flag `header-color` expected type `string` but found type `number`` | ![Experimental](https://img.shields.io/badge/-experimental-blue) |
| <a id="feature-flag-evaluation-reason" href="#feature-flag-evaluation-reason">`feature_flag.evaluation.reason`</a> | string | The reason code which shows how a feature flag value was determined. | `static`; `targeting_match`; `error`; `default` | ![Experimental](https://img.shields.io/badge/-experimental-blue) |
| <a id="feature-flag-key" href="#feature-flag-key">`feature_flag.key`</a> | string | The lookup key of the feature flag. | `logo-color` | ![Experimental](https://img.shields.io/badge/-experimental-blue) |
| <a id="feature-flag-set-id" href="#feature-flag-set-id">`feature_flag.set.id`</a> | string | The identifier of the [flag set](https://openfeature.dev/specification/glossary/#flag-set) to which the feature flag belongs. | `proj-1`; `ab98sgs`; `service1/dev` | ![Experimental](https://img.shields.io/badge/-experimental-blue) |
| <a id="feature-flag-system" href="#feature-flag-system">`feature_flag.system`</a> | string | Identifies the feature flag provider. | `Flag Manager` | ![Experimental](https://img.shields.io/badge/-experimental-blue) |
| <a id="feature-flag-variant" href="#feature-flag-variant">`feature_flag.variant`</a> | string | A semantic identifier for an evaluated flag value. [1] | `red`; `true`; `on` | ![Experimental](https://img.shields.io/badge/-experimental-blue) |
| <a id="feature-flag-version" href="#feature-flag-version">`feature_flag.version`</a> | string | The version of the ruleset used during the evaluation. This may be any stable value which uniquely identifies the ruleset. | `1`; `01ABCDEF` | ![Experimental](https://img.shields.io/badge/-experimental-blue) |

**[1]:** A semantic identifier, commonly referred to as a variant, provides a means
for referring to a value without including the value itself. This can
provide additional context for understanding the meaning behind a value.
For example, the variant `red` maybe be used for the value `#c05543`.

A stringified version of the value can be used in situations where a
semantic identifier is unavailable. String representation of the value
should be determined by the implementer.
`feature_flag.evaluation.error.code` has the following list of well-known values. If one of them applies, then the respective value MUST be used; otherwise, a custom value MAY be used.

| Value | Description | Stability |
|---|---|---|
| `flag_not_found` | The flag could not be found. | ![Experimental](https://img.shields.io/badge/-experimental-blue) |
| `general` | The error was for a reason not enumerated above. | ![Experimental](https://img.shields.io/badge/-experimental-blue) |
| `invalid_context` | The evaluation context does not meet provider requirements. | ![Experimental](https://img.shields.io/badge/-experimental-blue) |
| `parse_error` | An error was encountered parsing data, such as a flag configuration. | ![Experimental](https://img.shields.io/badge/-experimental-blue) |
| `provider_fatal` | The provider has entered an irrecoverable error state. | ![Experimental](https://img.shields.io/badge/-experimental-blue) |
| `provider_not_ready` | The value was resolved before the provider was initialized. | ![Experimental](https://img.shields.io/badge/-experimental-blue) |
| `targeting_key_missing` | The provider requires a targeting key and one was not provided in the evaluation context. | ![Experimental](https://img.shields.io/badge/-experimental-blue) |
| `type_mismatch` | The type of the flag value does not match the expected type. | ![Experimental](https://img.shields.io/badge/-experimental-blue) |

`feature_flag.evaluation.reason` has the following list of well-known values. If one of them applies, then the respective value MUST be used; otherwise, a custom value MAY be used.

| Value | Description | Stability |
|---|---|---|
| `cached` | The resolved value was retrieved from cache. | ![Experimental](https://img.shields.io/badge/-experimental-blue) |
| `default` | The resolved value fell back to a pre-configured value (no dynamic evaluation occurred or dynamic evaluation yielded no result). | ![Experimental](https://img.shields.io/badge/-experimental-blue) |
| `disabled` | The resolved value was the result of the flag being disabled in the management system. | ![Experimental](https://img.shields.io/badge/-experimental-blue) |
| `error` | The resolved value was the result of an error. | ![Experimental](https://img.shields.io/badge/-experimental-blue) |
| `split` | The resolved value was the result of pseudorandom assignment. | ![Experimental](https://img.shields.io/badge/-experimental-blue) |
| `stale` | The resolved value is non-authoritative or possibly out of date | ![Experimental](https://img.shields.io/badge/-experimental-blue) |
| `static` | The resolved value is static (no dynamic evaluation). | ![Experimental](https://img.shields.io/badge/-experimental-blue) |
| `targeting_match` | The resolved value was the result of a dynamic evaluation, such as a rule or specific user-targeting. | ![Experimental](https://img.shields.io/badge/-experimental-blue) |
| `unknown` | The reason for the resolved value could not be determined. | ![Experimental](https://img.shields.io/badge/-experimental-blue) |

## Deprecated Feature Flag Attributes

Describes deprecated Feature Flag attributes.

| Attribute | Type | Description | Examples | Stability |
|---|---|---|---|---|
| <a id="feature-flag-provider-name" href="#feature-flag-provider-name">`feature_flag.provider_name`</a> | string | Deprecated, use `feature_flag.system` instead. | `Flag Manager` | ![Deprecated](https://img.shields.io/badge/-deprecated-red)<br>Replaced by `feature_flag.system`. |
1 change: 0 additions & 1 deletion docs/feature-flags/README.md
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Expand Up @@ -14,7 +14,6 @@ evaluations in spans and logs.

Semantic conventions for feature flags are defined for the following signals:

* [Feature Flags in Spans](feature-flags-spans.md): Semantic Conventions for recording feature flags in *spans*.
* [Feature Flags in Logs](feature-flags-logs.md): Semantic Conventions for recording feature flags in *logs*.

[DocumentStatus]: https://opentelemetry.io/docs/specs/otel/document-status
77 changes: 62 additions & 15 deletions docs/feature-flags/feature-flags-logs.md
Original file line number Diff line number Diff line change
Expand Up @@ -11,12 +11,16 @@ a [log record](https://github.com/open-telemetry/opentelemetry-specification/tre
[Logger API](https://github.com/open-telemetry/opentelemetry-specification/tree/v1.37.0/specification/logs/bridge-api.md#emit-a-logrecord).
This is useful when a flag is evaluated outside of a transaction context
such as when the application loads or on a timer.
To record a flag evaluation as a part of a transaction context,
consider [recording it as a span event](feature-flags-spans.md).

For more information about why it is useful to capture feature flag evaluations,
refer to the [motivation](feature-flags-spans.md#motivation)
section of the trace semantic convention for feature flag evaluations.
## Motivation

Features flags are commonly used in modern applications to decouple feature releases from deployments.
Many feature flagging tools support the ability to update flag configurations in near real-time from a remote feature flag management service.
They also commonly allow rulesets to be defined that return values based on contextual information.
For example, a feature could be enabled only for a specific subset of users based on context (e.g. users email domain, membership tier, country).

Since feature flags are dynamic and affect runtime behavior, it's important to collect relevant feature flag telemetry signals.
This can be used to determine the impact a feature has on a request, enabling enhanced observability use cases, such as A/B testing or progressive feature releases.

<!-- toc -->

Expand All @@ -37,7 +41,7 @@ context.
The table below indicates which attributes should be added to the
[LogRecord](https://github.com/open-telemetry/opentelemetry-specification/tree/v1.37.0/specification/logs/data-model.md#log-and-event-record-definition) and their types.

<!-- semconv log-feature_flag -->
<!-- semconv feature_flag.evaluation -->
<!-- NOTE: THIS TEXT IS AUTOGENERATED. DO NOT EDIT BY HAND. -->
<!-- see templates/registry/markdown/snippet.md.j2 -->
<!-- prettier-ignore-start -->
Expand All @@ -46,24 +50,67 @@ The table below indicates which attributes should be added to the

**Status:** ![Experimental](https://img.shields.io/badge/-experimental-blue)

The event name MUST be `feature_flag`.
The event name MUST be `feature_flag.evaluation`.

This event describes feature flag evaluation representation on a Log Record.
This semantic convention defines the attributes used to represent a feature flag evaluation as an event. A `feature_flag.evaluation` event SHOULD be emitted whenever a feature flag value is evaluated, which may happen many times over the course of an application lifecycle. For example, a website A/B testing different animations may evaluate a flag each time a button is clicked. A `feature_flag.evaluation` event is emitted on each evaluation even if the result is the same.

| Attribute | Type | Description | Examples | [Requirement Level](https://opentelemetry.io/docs/specs/semconv/general/attribute-requirement-level/) | Stability |
|---|---|---|---|---|---|
| [`feature_flag.key`](/docs/attributes-registry/feature-flag.md) | string | The unique identifier of the feature flag. | `logo-color` | `Recommended` | ![Experimental](https://img.shields.io/badge/-experimental-blue) |
| [`feature_flag.provider_name`](/docs/attributes-registry/feature-flag.md) | string | The name of the service provider that performs the flag evaluation. | `Flag Manager` | `Recommended` | ![Experimental](https://img.shields.io/badge/-experimental-blue) |
| [`feature_flag.variant`](/docs/attributes-registry/feature-flag.md) | string | SHOULD be a semantic identifier for a value. If one is unavailable, a stringified version of the value can be used. [1] | `red`; `true`; `on` | `Recommended` | ![Experimental](https://img.shields.io/badge/-experimental-blue) |
| [`feature_flag.key`](/docs/attributes-registry/feature-flag.md) | string | The lookup key of the feature flag. | `logo-color` | `Required` | ![Experimental](https://img.shields.io/badge/-experimental-blue) |
| [`feature_flag.evaluation.error.code`](/docs/attributes-registry/feature-flag.md) | string | An error code which denotes why a flag evaluation failed | `provider_not_ready`; `targeting_key_missing`; `provider_fatal`; `general` | `Conditionally Required` [1] | ![Experimental](https://img.shields.io/badge/-experimental-blue) |
| [`feature_flag.evaluation.error.message`](/docs/attributes-registry/feature-flag.md) | string | A message explaining the nature of an error occurring during flag evaluation. | `Flag `header-color` expected type `string` but found type `number`` | `Conditionally Required` [2] | ![Experimental](https://img.shields.io/badge/-experimental-blue) |
| [`feature_flag.variant`](/docs/attributes-registry/feature-flag.md) | string | A semantic identifier for an evaluated flag value. [3] | `red`; `true`; `on` | `Conditionally Required` [4] | ![Experimental](https://img.shields.io/badge/-experimental-blue) |
| [`feature_flag.context.id`](/docs/attributes-registry/feature-flag.md) | string | The unique identifier for the flag evaluation context. For example, the targeting key. | `5157782b-2203-4c80-a857-dbbd5e7761db` | `Recommended` | ![Experimental](https://img.shields.io/badge/-experimental-blue) |
| [`feature_flag.evaluation.reason`](/docs/attributes-registry/feature-flag.md) | string | The reason code which shows how a feature flag value was determined. | `static`; `targeting_match`; `error`; `default` | `Recommended` | ![Experimental](https://img.shields.io/badge/-experimental-blue) |
| [`feature_flag.set.id`](/docs/attributes-registry/feature-flag.md) | string | The identifier of the [flag set](https://openfeature.dev/specification/glossary/#flag-set) to which the feature flag belongs. | `proj-1`; `ab98sgs`; `service1/dev` | `Recommended` | ![Experimental](https://img.shields.io/badge/-experimental-blue) |
| [`feature_flag.system`](/docs/attributes-registry/feature-flag.md) | string | Identifies the feature flag provider. | `Flag Manager` | `Recommended` | ![Experimental](https://img.shields.io/badge/-experimental-blue) |
| [`feature_flag.version`](/docs/attributes-registry/feature-flag.md) | string | The version of the ruleset used during the evaluation. This may be any stable value which uniquely identifies the ruleset. | `1`; `01ABCDEF` | `Recommended` | ![Experimental](https://img.shields.io/badge/-experimental-blue) |

**[1]:** Required if an error occurred during flag evaluation and `feature_flag.evaluation.error.message` is not set, recommended otherwise.

**[1]:** A semantic identifier, commonly referred to as a variant, provides a means
**[2]:** Required if an error occurred during flag evaluation and `feature_flag.evaluation.error.code` is not set, recommended otherwise.

**[3]:** A semantic identifier, commonly referred to as a variant, provides a means
for referring to a value without including the value itself. This can
provide additional context for understanding the meaning behind a value.
For example, the variant `red` maybe be used for the value `#c05543`.

A stringified version of the value can be used in situations where a
semantic identifier is unavailable. String representation of the value
should be determined by the implementer.
**[4]:** If feature flag provider supplies a variant or equivalent concept.

`feature_flag.evaluation.error.code` has the following list of well-known values. If one of them applies, then the respective value MUST be used; otherwise, a custom value MAY be used.

| Value | Description | Stability |
|---|---|---|
| `flag_not_found` | The flag could not be found. | ![Experimental](https://img.shields.io/badge/-experimental-blue) |
| `general` | The error was for a reason not enumerated above. | ![Experimental](https://img.shields.io/badge/-experimental-blue) |
| `invalid_context` | The evaluation context does not meet provider requirements. | ![Experimental](https://img.shields.io/badge/-experimental-blue) |
| `parse_error` | An error was encountered parsing data, such as a flag configuration. | ![Experimental](https://img.shields.io/badge/-experimental-blue) |
| `provider_fatal` | The provider has entered an irrecoverable error state. | ![Experimental](https://img.shields.io/badge/-experimental-blue) |
| `provider_not_ready` | The value was resolved before the provider was initialized. | ![Experimental](https://img.shields.io/badge/-experimental-blue) |
| `targeting_key_missing` | The provider requires a targeting key and one was not provided in the evaluation context. | ![Experimental](https://img.shields.io/badge/-experimental-blue) |
| `type_mismatch` | The type of the flag value does not match the expected type. | ![Experimental](https://img.shields.io/badge/-experimental-blue) |

`feature_flag.evaluation.reason` has the following list of well-known values. If one of them applies, then the respective value MUST be used; otherwise, a custom value MAY be used.

| Value | Description | Stability |
|---|---|---|
| `cached` | The resolved value was retrieved from cache. | ![Experimental](https://img.shields.io/badge/-experimental-blue) |
| `default` | The resolved value fell back to a pre-configured value (no dynamic evaluation occurred or dynamic evaluation yielded no result). | ![Experimental](https://img.shields.io/badge/-experimental-blue) |
| `disabled` | The resolved value was the result of the flag being disabled in the management system. | ![Experimental](https://img.shields.io/badge/-experimental-blue) |
| `error` | The resolved value was the result of an error. | ![Experimental](https://img.shields.io/badge/-experimental-blue) |
| `split` | The resolved value was the result of pseudorandom assignment. | ![Experimental](https://img.shields.io/badge/-experimental-blue) |
| `stale` | The resolved value is non-authoritative or possibly out of date | ![Experimental](https://img.shields.io/badge/-experimental-blue) |
| `static` | The resolved value is static (no dynamic evaluation). | ![Experimental](https://img.shields.io/badge/-experimental-blue) |
| `targeting_match` | The resolved value was the result of a dynamic evaluation, such as a rule or specific user-targeting. | ![Experimental](https://img.shields.io/badge/-experimental-blue) |
| `unknown` | The reason for the resolved value could not be determined. | ![Experimental](https://img.shields.io/badge/-experimental-blue) |

**Body fields:**

| Body Field | Type | Description | Examples | [Requirement Level](https://opentelemetry.io/docs/specs/semconv/general/attribute-requirement-level/) | Stability |
|---|---|---|---|---|---|
| `value` | undefined | The evaluated value of the feature flag. | `#ff0000`; `1`; `true` | `Conditionally Required` [1] | ![Experimental](https://img.shields.io/badge/-experimental-blue) |

**[1]:** If and only if feature flag provider does not supply variant or equivalent concept. Otherwise, `value` should be treated as opt-in.

<!-- markdownlint-restore -->
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