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49 changes: 45 additions & 4 deletions docs/configure-plugins/observability/opentelemetry.mdx
Original file line number Diff line number Diff line change
Expand Up @@ -91,6 +91,7 @@ type = "gen_ai"
endpoint = "http://localhost:4318/v1/traces"
transport = "http_binary"
service_name = "agent-service"
promote_metadata_prefixes = ["app."]
max_queue_size = 4096
max_export_batch_size = 512
scheduled_delay_millis = 1000
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| `attribute_mappings` | `[]` | `{ key, alias }` copies applied by `full` and `openinference` projection. |
| `promote_metadata_prefixes` | `[]` | Literal prefixes that select sanitized Event metadata to copy to top-level span attributes. |

Metadata promotion preserves the original Event metadata and does not replace
attributes produced by a trace projection or `attribute_mappings`. Relay omits
selected keys in namespaces owned by Relay or supported semantic projections:
## Event Metadata Promotion

Set `promote_metadata_prefixes` on a trace endpoint to copy selected keys from
the final sanitized Event metadata into that endpoint's OpenTelemetry output.
The setting defaults to an empty list, so Relay does not promote metadata unless
you configure at least one prefix.

Comment on lines 147 to +155

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🗄️ Data Integrity & Integration | 🟠 Major | ⚡ Quick win

Document the emitted attribute names and value encoding.

The section explains which metadata keys are selected, but it does not explain how Relay names or encodes the resulting attributes. State the projected namespace, such as nemo_relay.start.metadata.tenant, and state that arrays remain JSON strings at their top-level OTLP attribute. Cover the Scope-start, Scope-end, and Mark projections where their namespaces differ.

Based on learnings: scalar top-level data/metadata fields use typed dotted OTLP attributes, and nested arrays remain JSON strings at their top-level OTLP attribute.

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In `@docs/configure-plugins/observability/opentelemetry.mdx` around lines 147 -
155, Expand the Event Metadata Promotion documentation to describe emitted
attribute names and value encoding for Scope-start, Scope-end, and Mark
projections, including their distinct namespaces (for example,
nemo_relay.start.metadata.tenant). State that scalar top-level data/metadata
fields use typed dotted OTLP attributes, while nested arrays remain JSON strings
in their top-level OTLP attribute.

Source: Learnings

| Behavior | Contract |
|---|---|
| Promotion prefixes | ASCII letters, numbers, underscores, and hyphens in nonempty segments separated by single dots, with an optional trailing dot. Matching is literal and case-sensitive. |
| Supported values | Strings, booleans, signed 64-bit integers, floating-point numbers, empty arrays, and homogeneous arrays containing one supported primitive type. |
| Rejected values | Nulls, objects, nested arrays, mixed-type arrays, and integers outside the signed 64-bit range. |
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| Scope lifecycle | A Scope-end key is authoritative when Relay constructs the final span. When Scope-end omits the key, the Scope-start value remains. |
| OpenTelemetry collisions | Projection-owned attributes always win. For `full` and `openinference`, configured attribute-mapping aliases also win over promoted metadata. |

For example, `"app."`, `"app_"`, and `"app-"` are valid literal prefixes.
Leading or repeated dots, whitespace, other punctuation, and glob expressions
such as `"app.*"` are rejected.

Matching is case-sensitive and compares the beginning of each key literally.
Relay does not infer a dot or metadata-key segment boundary. For example,
`"app."` selects `app.name` and `app.version`, but not `app_name`. The broader
`"app"` prefix selects all three keys.
Configure the narrowest prefix that selects the metadata you intend to export.

Scope-start and Scope-end are separate Event records. When Scope-end completes
the span, a metadata key present on that Event replaces the corresponding
promoted Scope-start value. Mark metadata is promoted to the attributes of the
projected span event or tool span. The `gen_ai` projection continues to omit
Marks.

Promotion supports strings, booleans, signed 64-bit integers, floating-point
numbers, empty arrays, and homogeneous arrays of those primitive types. Relay
omits rejected values and records a bounded runtime diagnostic containing the
key and reason, but it does not record the rejected value or stop trace export.

Projection-owned attributes take precedence over promoted metadata with the
same key. For `full` and `openinference`, configured attribute-mapping aliases
also take precedence. Relay also omits selected
keys in namespaces owned by Relay or supported semantic projections:
`nemo_relay.`, `gen_ai.`, `error.`, `exception.`, `input.`, `output.`, `llm.`,
`openinference.`, `server.`, `service.`, `session.`, `tool.`, `tool_call.`, and
`user.`. Relay also omits the bare `metadata` key. Rejected values produce a
`user.`. Relay omits the bare `metadata` key as well. Rejected keys produce a
rate-limited operational diagnostic without dropping the Event or span.

Promotion does not modify the Event or ATOF payload. Use `resource_attributes`
instead for static values that must be attached to every span from an endpoint.

## Log and Metric Endpoint Resolution

An enabled `logs` or `metrics` section can omit `endpoints`. Relay then derives
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