chore: remove legacy metrics in connectors - #6403
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📝 WalkthroughSummary by CodeRabbit
WalkthroughThe change removes legacy tracing attributes and telemetry header fallbacks. Provider utilities now filter passthrough encodings and decode chained response encodings. OpenTelemetry and telemetry components use canonical Bifrost keys and dimensions. ChangesCanonical observability and provider encoding
Estimated code review effort: 3 (Moderate) | ~25 minutes Suggested reviewers: 🚥 Pre-merge checks | ✅ 5✅ Passed checks (5 passed)
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In `@plugins/telemetry/main.go`:
- Around line 756-765: Add table-driven tests in main_test.go for
PrometheusPlugin.applyCustomLabels covering dimension values, direct typed-key
values, exclusion of x-bf-prom-* labels, and canonical-dimension precedence over
other sources. Keep the tests focused on the method’s label resolution behavior
rather than existing transport coverage.
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📒 Files selected for processing (10)
core/bifrost.gocore/providers/utils/utils.gocore/schemas/trace.goframework/tracing/llmspan.goplugins/otel/converter.goplugins/otel/entityset_test.goplugins/otel/main.goplugins/telemetry/main.goplugins/telemetry/utils.gotransports/bifrost-http/lib/ctx.go
💤 Files with no reviewable changes (3)
- plugins/otel/converter.go
- core/providers/utils/utils.go
- framework/tracing/llmspan.go
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… cache namespaces, guard cost - Remove AttrPromptTokens/AttrCompletionTokens/AttrPromptTokenDetailsCached* from the error path; maximhq#6403 deleted them from core. - Gate token totals on > 0 so a details-only BilledUsage does not stamp explicit zeros on the span. - Emit one cache namespace per request type (input_token_details.* for Responses, prompt_token_details.* otherwise), matching the success paths. - Only write gen_ai.usage.cost when > 0, falling back to the provider-reported BilledUsage.Cost when the catalog cannot price the model. Co-Authored-By: Claude <noreply@anthropic.com>
… on failed requests (#6259) * [fix]: framework/tracing - emit BilledUsage token and cost attributes on failed requests #4575 propagates provider-billed usage for failed and cancelled requests via BifrostError.ExtraFields.BilledUsage, and governance and the logging plugin both charge for it. The tracing layer never reads it, so every span-based consumer -- the otel plugin and the BigQuery, Datadog, Kafka and Pub/Sub connectors -- still records zero tokens and zero cost for those requests. PopulateErrorAttributes now emits input/output/total tokens and cached-read details from BilledUsage, mirroring the success path's spec and legacy attribute names. The tracer's cost block falls back to CalculateCostForUsage when there is no response but usage was billed, pricing it from the Provider, RequestType and model fields that BifrostError.PopulateExtraFields guarantees are populated. Requests that consumed no tokens keep BilledUsage nil and emit nothing, so no zero-cost rows are introduced. Affected packages: - framework/tracing/llmspan.go - framework/tracing/tracer.go - framework/tracing/llmspan_test.go Co-Authored-By: Claude <noreply@anthropic.com> * [fix]: framework/tracing - prefer BilledUsage over the accumulated response when pricing a failed turn A cancelled stream reaches PopulateLLMResponseAttributes with BOTH a non-nil accumulated response and a non-nil error: core/providers/utils calls it with accumulatedResp when GetAccumulatedChunks returned data. The accumulated response is missing the final usage chunk, so pricing it yields 0 and the BilledUsage branch was never reached. Production data confirms this is the dominant shape: of 2,513 cancelled Anthropic spans over seven weeks, 2,488 had accumulated chunks, so the resp != nil branch won every time. Check BilledUsage first and fall back to the response, so a failed turn is priced from what the provider actually billed. The token attributes already had the right precedence, since Tracer merges error attributes after response attributes; a test now pins that ordering. Affected packages: - framework/tracing/tracer.go - framework/tracing/llmspan_test.go Co-Authored-By: Claude <noreply@anthropic.com> * [fix]: framework/tracing - emit the spec cached-read key on failed spans too The error path emitted only the legacy nested cached-read keys and missed gen_ai.usage.cache_read.input_tokens, which both success paths emit. Add the spec key alongside the legacy ones so failed and successful spans share one attribute contract. Affected packages: - framework/tracing/llmspan.go - framework/tracing/llmspan_test.go Co-Authored-By: Claude <noreply@anthropic.com> * fix(tracing): emit cache-write usage on failed spans * fix(tracing): address review - drop retired attrs, gate totals, split cache namespaces, guard cost - Remove AttrPromptTokens/AttrCompletionTokens/AttrPromptTokenDetailsCached* from the error path; #6403 deleted them from core. - Gate token totals on > 0 so a details-only BilledUsage does not stamp explicit zeros on the span. - Emit one cache namespace per request type (input_token_details.* for Responses, prompt_token_details.* otherwise), matching the success paths. - Only write gen_ai.usage.cost when > 0, falling back to the provider-reported BilledUsage.Cost when the catalog cannot price the model. Co-Authored-By: Claude <noreply@anthropic.com> * fix(tracing): drop zero response aggregates when the error carries BilledUsage A cancelled stream's accumulated response has usage with zero totals (the final usage chunk never arrived). Those zeros were stamped on the span before the gated error path merged, so a details-only BilledUsage left a false zero in gen_ai.usage.*. Skip them at the merge site; success spans and unbilled failures are unchanged. Co-Authored-By: Claude <noreply@anthropic.com> --------- Co-authored-by: Claude <noreply@anthropic.com> Co-authored-by: Pratham Mishra <99235987+Pratham-Mishra04@users.noreply.github.com>
* removing sampling rate from guardrail provider config * [fix]: framework/tracing - emit BilledUsage token and cost attributes on failed requests (#6259) * [fix]: framework/tracing - emit BilledUsage token and cost attributes on failed requests #4575 propagates provider-billed usage for failed and cancelled requests via BifrostError.ExtraFields.BilledUsage, and governance and the logging plugin both charge for it. The tracing layer never reads it, so every span-based consumer -- the otel plugin and the BigQuery, Datadog, Kafka and Pub/Sub connectors -- still records zero tokens and zero cost for those requests. PopulateErrorAttributes now emits input/output/total tokens and cached-read details from BilledUsage, mirroring the success path's spec and legacy attribute names. The tracer's cost block falls back to CalculateCostForUsage when there is no response but usage was billed, pricing it from the Provider, RequestType and model fields that BifrostError.PopulateExtraFields guarantees are populated. Requests that consumed no tokens keep BilledUsage nil and emit nothing, so no zero-cost rows are introduced. Affected packages: - framework/tracing/llmspan.go - framework/tracing/tracer.go - framework/tracing/llmspan_test.go Co-Authored-By: Claude <noreply@anthropic.com> * [fix]: framework/tracing - prefer BilledUsage over the accumulated response when pricing a failed turn A cancelled stream reaches PopulateLLMResponseAttributes with BOTH a non-nil accumulated response and a non-nil error: core/providers/utils calls it with accumulatedResp when GetAccumulatedChunks returned data. The accumulated response is missing the final usage chunk, so pricing it yields 0 and the BilledUsage branch was never reached. Production data confirms this is the dominant shape: of 2,513 cancelled Anthropic spans over seven weeks, 2,488 had accumulated chunks, so the resp != nil branch won every time. Check BilledUsage first and fall back to the response, so a failed turn is priced from what the provider actually billed. The token attributes already had the right precedence, since Tracer merges error attributes after response attributes; a test now pins that ordering. Affected packages: - framework/tracing/tracer.go - framework/tracing/llmspan_test.go Co-Authored-By: Claude <noreply@anthropic.com> * [fix]: framework/tracing - emit the spec cached-read key on failed spans too The error path emitted only the legacy nested cached-read keys and missed gen_ai.usage.cache_read.input_tokens, which both success paths emit. Add the spec key alongside the legacy ones so failed and successful spans share one attribute contract. Affected packages: - framework/tracing/llmspan.go - framework/tracing/llmspan_test.go Co-Authored-By: Claude <noreply@anthropic.com> * fix(tracing): emit cache-write usage on failed spans * fix(tracing): address review - drop retired attrs, gate totals, split cache namespaces, guard cost - Remove AttrPromptTokens/AttrCompletionTokens/AttrPromptTokenDetailsCached* from the error path; #6403 deleted them from core. - Gate token totals on > 0 so a details-only BilledUsage does not stamp explicit zeros on the span. - Emit one cache namespace per request type (input_token_details.* for Responses, prompt_token_details.* otherwise), matching the success paths. - Only write gen_ai.usage.cost when > 0, falling back to the provider-reported BilledUsage.Cost when the catalog cannot price the model. Co-Authored-By: Claude <noreply@anthropic.com> * fix(tracing): drop zero response aggregates when the error carries BilledUsage A cancelled stream's accumulated response has usage with zero totals (the final usage chunk never arrived). Those zeros were stamped on the span before the gated error path merged, so a details-only BilledUsage left a false zero in gen_ai.usage.*. Skip them at the merge site; success spans and unbilled failures are unchanged. Co-Authored-By: Claude <noreply@anthropic.com> --------- Co-authored-by: Claude <noreply@anthropic.com> Co-authored-by: Pratham Mishra <99235987+Pratham-Mishra04@users.noreply.github.com> * fix: clear passthrough for non claude models in non native claude model providers * fix: unsupported reasoning signature to be stripped * docs: document KMS-encrypted S3 buckets for log object storage (#6497) * docs: document KMS-encrypted S3 buckets for log object storage Adds guidance on the extra IAM and KMS key policy grants Bifrost's credentials need when the S3 bucket used for log offload has SSE-KMS default encryption enabled. * docs: address CodeRabbit feedback on KMS encryption section Scope the key-policy step to customer-managed KMS keys (AWS-managed aws/s3 keys don't allow policy edits), and clarify that default encryption only removes the need for request-level encryption headers, not the underlying KMS permission requirements. * core version bump (#6599) ## Summary Bumps the `bifrost/core` version from `v1.7.11` to `v1.8.3` across test seed commands, and increments the core module version to `v1.8.4`. ## Changes - Core version incremented from `1.8.3` to `1.8.4` - `bifrost/core` dependency updated from `v1.7.11` to `v1.8.3` in `e2eseed`, `seed`, and `seedvks` test command modules ## Type of change - [ ] Bug fix - [ ] Feature - [ ] Refactor - [ ] Documentation - [x] Chore/CI ## Affected areas - [x] Core (Go) - [ ] Transports (HTTP) - [ ] Providers/Integrations - [ ] Plugins - [ ] UI (React) - [ ] Docs ## How to test ```sh go version go test ./... ``` ## Screenshots/Recordings N/A ## Breaking changes - [ ] Yes - [x] No ## Related issues N/A ## Security considerations No security implications. ## Checklist - [ ] I read `docs/contributing/README.md` and followed the guidelines - [ ] I added/updated tests where appropriate - [ ] I updated documentation where needed - [ ] I verified builds succeed (Go and UI) - [ ] I verified the CI pipeline passes locally if applicable --------- Co-authored-by: Madhu Shantan <madhushantangot@gmail.com> Co-authored-by: Victor Demonchy <demonchy.v@gmail.com> Co-authored-by: Claude <noreply@anthropic.com> Co-authored-by: Pratham Mishra <99235987+Pratham-Mishra04@users.noreply.github.com> Co-authored-by: tejas ghatte <tejas@tejass-MacBook-Pro.local> Co-authored-by: Raggav Subramani <raggav.subramani@gmail.com>
## Summary This PR removes all legacy/deprecated telemetry attribute constants and their emission sites, completing the migration from `gen_ai.*`-namespaced Bifrost-internal attributes to the canonical `bifrost.*` namespace. It also removes the deprecated `x-bf-prom-*` header prefix support from the Prometheus plugin and HTTP transport. ## Changes - Removed all `gen_ai.*`-namespaced constants that were duplicating Bifrost-internal concepts (`AttrVirtualKeyID`, `AttrTeamID`, `AttrCustomerID`, `AttrSelectedKeyID`, `AttrFallbackIndex`, `AttrNumberOfRetries`, `AttrRequestID`, `AttrErrorType`, etc.) and their emission call sites across `bifrost.go`, `llmspan.go`, and `converter.go` - Removed deprecated token usage attribute constants `AttrPromptTokens` and `AttrCompletionTokens` (replaced by `AttrInputTokens` / `AttrOutputTokens`) and all emission sites - Removed `AttrLegacyRetryCount` (`retry.count`) constant and replaced its usage with `AttrBifrostRetries` - Removed `AttrTimeToFirstToken` (nanosecond TTFT) and its emission; the OTel plugin now reads `AttrTimeToFirstChunk` (seconds) directly, eliminating the `/1e9` conversion at read time - Removed `AttrDimensions`, `AttrEncodingFormat`, `AttrN`, `AttrPromptTokenDetailsCachedRead`, `AttrPromptTokenDetailsCachedWrite` legacy constants and their emission sites - Updated `buildSpanAttrs` and `entitySetFromAttrs` call sites in the OTel plugin to read from `bifrost.*` keys instead of the removed `gen_ai.*` keys - Removed `x-bf-prom-*` header processing from `collectPrometheusKeyValues`, `applyCustomLabels`, and the HTTP transport context builder; the prefix is now silently swallowed to prevent forwarding but no longer consumed as a dimension source ## Type of change - [ ] Bug fix - [ ] Feature - [x] Refactor - [ ] Documentation - [ ] Chore/CI ## Affected areas - [x] Core (Go) - [x] Transports (HTTP) - [ ] Providers/Integrations - [x] Plugins - [ ] UI (React) - [ ] Docs ## How to test ```sh go test ./... ``` Verify that spans and metrics emitted after this change carry only `bifrost.*`-namespaced attributes for routing/governance fields, and that `gen_ai.usage.input_tokens` / `gen_ai.usage.output_tokens` are present while `gen_ai.usage.prompt_tokens` / `gen_ai.usage.completion_tokens` are absent. Confirm that sending `x-bf-prom-*` headers no longer populates any Prometheus label or dimension. ## Breaking changes - [x] Yes - [ ] No Any dashboards, alerts, or downstream consumers still reading the removed `gen_ai.*` attribute names (`gen_ai.virtual_key_id`, `gen_ai.team_id`, `gen_ai.number_of_retries`, `gen_ai.usage.prompt_tokens`, `gen_ai.usage.completion_tokens`, `gen_ai.response.time_to_first_token`, etc.) will stop receiving data. Migrate queries to the corresponding `bifrost.*` keys or the updated `gen_ai.*` spec keys (`gen_ai.usage.input_tokens`, `gen_ai.usage.output_tokens`, `gen_ai.response.time_to_first_chunk`). The `x-bf-prom-*` request header prefix is fully removed; use `x-bf-dim-*` instead. ## Related issues ## Security considerations None. ## Checklist - [ ] I read `docs/contributing/README.md` and followed the guidelines - [ ] I added/updated tests where appropriate - [ ] I updated documentation where needed - [ ] I verified builds succeed (Go and UI) - [ ] I verified the CI pipeline passes locally if applicable
* removing sampling rate from guardrail provider config * [fix]: framework/tracing - emit BilledUsage token and cost attributes on failed requests (maximhq#6259) * [fix]: framework/tracing - emit BilledUsage token and cost attributes on failed requests maximhq#4575 propagates provider-billed usage for failed and cancelled requests via BifrostError.ExtraFields.BilledUsage, and governance and the logging plugin both charge for it. The tracing layer never reads it, so every span-based consumer -- the otel plugin and the BigQuery, Datadog, Kafka and Pub/Sub connectors -- still records zero tokens and zero cost for those requests. PopulateErrorAttributes now emits input/output/total tokens and cached-read details from BilledUsage, mirroring the success path's spec and legacy attribute names. The tracer's cost block falls back to CalculateCostForUsage when there is no response but usage was billed, pricing it from the Provider, RequestType and model fields that BifrostError.PopulateExtraFields guarantees are populated. Requests that consumed no tokens keep BilledUsage nil and emit nothing, so no zero-cost rows are introduced. Affected packages: - framework/tracing/llmspan.go - framework/tracing/tracer.go - framework/tracing/llmspan_test.go Co-Authored-By: Claude <noreply@anthropic.com> * [fix]: framework/tracing - prefer BilledUsage over the accumulated response when pricing a failed turn A cancelled stream reaches PopulateLLMResponseAttributes with BOTH a non-nil accumulated response and a non-nil error: core/providers/utils calls it with accumulatedResp when GetAccumulatedChunks returned data. The accumulated response is missing the final usage chunk, so pricing it yields 0 and the BilledUsage branch was never reached. Production data confirms this is the dominant shape: of 2,513 cancelled Anthropic spans over seven weeks, 2,488 had accumulated chunks, so the resp != nil branch won every time. Check BilledUsage first and fall back to the response, so a failed turn is priced from what the provider actually billed. The token attributes already had the right precedence, since Tracer merges error attributes after response attributes; a test now pins that ordering. Affected packages: - framework/tracing/tracer.go - framework/tracing/llmspan_test.go Co-Authored-By: Claude <noreply@anthropic.com> * [fix]: framework/tracing - emit the spec cached-read key on failed spans too The error path emitted only the legacy nested cached-read keys and missed gen_ai.usage.cache_read.input_tokens, which both success paths emit. Add the spec key alongside the legacy ones so failed and successful spans share one attribute contract. Affected packages: - framework/tracing/llmspan.go - framework/tracing/llmspan_test.go Co-Authored-By: Claude <noreply@anthropic.com> * fix(tracing): emit cache-write usage on failed spans * fix(tracing): address review - drop retired attrs, gate totals, split cache namespaces, guard cost - Remove AttrPromptTokens/AttrCompletionTokens/AttrPromptTokenDetailsCached* from the error path; maximhq#6403 deleted them from core. - Gate token totals on > 0 so a details-only BilledUsage does not stamp explicit zeros on the span. - Emit one cache namespace per request type (input_token_details.* for Responses, prompt_token_details.* otherwise), matching the success paths. - Only write gen_ai.usage.cost when > 0, falling back to the provider-reported BilledUsage.Cost when the catalog cannot price the model. Co-Authored-By: Claude <noreply@anthropic.com> * fix(tracing): drop zero response aggregates when the error carries BilledUsage A cancelled stream's accumulated response has usage with zero totals (the final usage chunk never arrived). Those zeros were stamped on the span before the gated error path merged, so a details-only BilledUsage left a false zero in gen_ai.usage.*. Skip them at the merge site; success spans and unbilled failures are unchanged. Co-Authored-By: Claude <noreply@anthropic.com> --------- Co-authored-by: Claude <noreply@anthropic.com> Co-authored-by: Pratham Mishra <99235987+Pratham-Mishra04@users.noreply.github.com> * fix: clear passthrough for non claude models in non native claude model providers * fix: unsupported reasoning signature to be stripped * docs: document KMS-encrypted S3 buckets for log object storage (maximhq#6497) * docs: document KMS-encrypted S3 buckets for log object storage Adds guidance on the extra IAM and KMS key policy grants Bifrost's credentials need when the S3 bucket used for log offload has SSE-KMS default encryption enabled. * docs: address CodeRabbit feedback on KMS encryption section Scope the key-policy step to customer-managed KMS keys (AWS-managed aws/s3 keys don't allow policy edits), and clarify that default encryption only removes the need for request-level encryption headers, not the underlying KMS permission requirements. * core version bump (maximhq#6599) ## Summary Bumps the `bifrost/core` version from `v1.7.11` to `v1.8.3` across test seed commands, and increments the core module version to `v1.8.4`. ## Changes - Core version incremented from `1.8.3` to `1.8.4` - `bifrost/core` dependency updated from `v1.7.11` to `v1.8.3` in `e2eseed`, `seed`, and `seedvks` test command modules ## Type of change - [ ] Bug fix - [ ] Feature - [ ] Refactor - [ ] Documentation - [x] Chore/CI ## Affected areas - [x] Core (Go) - [ ] Transports (HTTP) - [ ] Providers/Integrations - [ ] Plugins - [ ] UI (React) - [ ] Docs ## How to test ```sh go version go test ./... ``` ## Screenshots/Recordings N/A ## Breaking changes - [ ] Yes - [x] No ## Related issues N/A ## Security considerations No security implications. ## Checklist - [ ] I read `docs/contributing/README.md` and followed the guidelines - [ ] I added/updated tests where appropriate - [ ] I updated documentation where needed - [ ] I verified builds succeed (Go and UI) - [ ] I verified the CI pipeline passes locally if applicable --------- Co-authored-by: Madhu Shantan <madhushantangot@gmail.com> Co-authored-by: Victor Demonchy <demonchy.v@gmail.com> Co-authored-by: Claude <noreply@anthropic.com> Co-authored-by: Pratham Mishra <99235987+Pratham-Mishra04@users.noreply.github.com> Co-authored-by: tejas ghatte <tejas@tejass-MacBook-Pro.local> Co-authored-by: Raggav Subramani <raggav.subramani@gmail.com>
… on failed requests (maximhq#6259) * [fix]: framework/tracing - emit BilledUsage token and cost attributes on failed requests maximhq#4575 propagates provider-billed usage for failed and cancelled requests via BifrostError.ExtraFields.BilledUsage, and governance and the logging plugin both charge for it. The tracing layer never reads it, so every span-based consumer -- the otel plugin and the BigQuery, Datadog, Kafka and Pub/Sub connectors -- still records zero tokens and zero cost for those requests. PopulateErrorAttributes now emits input/output/total tokens and cached-read details from BilledUsage, mirroring the success path's spec and legacy attribute names. The tracer's cost block falls back to CalculateCostForUsage when there is no response but usage was billed, pricing it from the Provider, RequestType and model fields that BifrostError.PopulateExtraFields guarantees are populated. Requests that consumed no tokens keep BilledUsage nil and emit nothing, so no zero-cost rows are introduced. Affected packages: - framework/tracing/llmspan.go - framework/tracing/tracer.go - framework/tracing/llmspan_test.go Co-Authored-By: Claude <noreply@anthropic.com> * [fix]: framework/tracing - prefer BilledUsage over the accumulated response when pricing a failed turn A cancelled stream reaches PopulateLLMResponseAttributes with BOTH a non-nil accumulated response and a non-nil error: core/providers/utils calls it with accumulatedResp when GetAccumulatedChunks returned data. The accumulated response is missing the final usage chunk, so pricing it yields 0 and the BilledUsage branch was never reached. Production data confirms this is the dominant shape: of 2,513 cancelled Anthropic spans over seven weeks, 2,488 had accumulated chunks, so the resp != nil branch won every time. Check BilledUsage first and fall back to the response, so a failed turn is priced from what the provider actually billed. The token attributes already had the right precedence, since Tracer merges error attributes after response attributes; a test now pins that ordering. Affected packages: - framework/tracing/tracer.go - framework/tracing/llmspan_test.go Co-Authored-By: Claude <noreply@anthropic.com> * [fix]: framework/tracing - emit the spec cached-read key on failed spans too The error path emitted only the legacy nested cached-read keys and missed gen_ai.usage.cache_read.input_tokens, which both success paths emit. Add the spec key alongside the legacy ones so failed and successful spans share one attribute contract. Affected packages: - framework/tracing/llmspan.go - framework/tracing/llmspan_test.go Co-Authored-By: Claude <noreply@anthropic.com> * fix(tracing): emit cache-write usage on failed spans * fix(tracing): address review - drop retired attrs, gate totals, split cache namespaces, guard cost - Remove AttrPromptTokens/AttrCompletionTokens/AttrPromptTokenDetailsCached* from the error path; maximhq#6403 deleted them from core. - Gate token totals on > 0 so a details-only BilledUsage does not stamp explicit zeros on the span. - Emit one cache namespace per request type (input_token_details.* for Responses, prompt_token_details.* otherwise), matching the success paths. - Only write gen_ai.usage.cost when > 0, falling back to the provider-reported BilledUsage.Cost when the catalog cannot price the model. Co-Authored-By: Claude <noreply@anthropic.com> * fix(tracing): drop zero response aggregates when the error carries BilledUsage A cancelled stream's accumulated response has usage with zero totals (the final usage chunk never arrived). Those zeros were stamped on the span before the gated error path merged, so a details-only BilledUsage left a false zero in gen_ai.usage.*. Skip them at the merge site; success spans and unbilled failures are unchanged. Co-Authored-By: Claude <noreply@anthropic.com> --------- Co-authored-by: Claude <noreply@anthropic.com> Co-authored-by: Pratham Mishra <99235987+Pratham-Mishra04@users.noreply.github.com>
## Summary This PR removes all legacy/deprecated telemetry attribute constants and their emission sites, completing the migration from `gen_ai.*`-namespaced Bifrost-internal attributes to the canonical `bifrost.*` namespace. It also removes the deprecated `x-bf-prom-*` header prefix support from the Prometheus plugin and HTTP transport. ## Changes - Removed all `gen_ai.*`-namespaced constants that were duplicating Bifrost-internal concepts (`AttrVirtualKeyID`, `AttrTeamID`, `AttrCustomerID`, `AttrSelectedKeyID`, `AttrFallbackIndex`, `AttrNumberOfRetries`, `AttrRequestID`, `AttrErrorType`, etc.) and their emission call sites across `bifrost.go`, `llmspan.go`, and `converter.go` - Removed deprecated token usage attribute constants `AttrPromptTokens` and `AttrCompletionTokens` (replaced by `AttrInputTokens` / `AttrOutputTokens`) and all emission sites - Removed `AttrLegacyRetryCount` (`retry.count`) constant and replaced its usage with `AttrBifrostRetries` - Removed `AttrTimeToFirstToken` (nanosecond TTFT) and its emission; the OTel plugin now reads `AttrTimeToFirstChunk` (seconds) directly, eliminating the `/1e9` conversion at read time - Removed `AttrDimensions`, `AttrEncodingFormat`, `AttrN`, `AttrPromptTokenDetailsCachedRead`, `AttrPromptTokenDetailsCachedWrite` legacy constants and their emission sites - Updated `buildSpanAttrs` and `entitySetFromAttrs` call sites in the OTel plugin to read from `bifrost.*` keys instead of the removed `gen_ai.*` keys - Removed `x-bf-prom-*` header processing from `collectPrometheusKeyValues`, `applyCustomLabels`, and the HTTP transport context builder; the prefix is now silently swallowed to prevent forwarding but no longer consumed as a dimension source ## Type of change - [ ] Bug fix - [ ] Feature - [x] Refactor - [ ] Documentation - [ ] Chore/CI ## Affected areas - [x] Core (Go) - [x] Transports (HTTP) - [ ] Providers/Integrations - [x] Plugins - [ ] UI (React) - [ ] Docs ## How to test ```sh go test ./... ``` Verify that spans and metrics emitted after this change carry only `bifrost.*`-namespaced attributes for routing/governance fields, and that `gen_ai.usage.input_tokens` / `gen_ai.usage.output_tokens` are present while `gen_ai.usage.prompt_tokens` / `gen_ai.usage.completion_tokens` are absent. Confirm that sending `x-bf-prom-*` headers no longer populates any Prometheus label or dimension. ## Breaking changes - [x] Yes - [ ] No Any dashboards, alerts, or downstream consumers still reading the removed `gen_ai.*` attribute names (`gen_ai.virtual_key_id`, `gen_ai.team_id`, `gen_ai.number_of_retries`, `gen_ai.usage.prompt_tokens`, `gen_ai.usage.completion_tokens`, `gen_ai.response.time_to_first_token`, etc.) will stop receiving data. Migrate queries to the corresponding `bifrost.*` keys or the updated `gen_ai.*` spec keys (`gen_ai.usage.input_tokens`, `gen_ai.usage.output_tokens`, `gen_ai.response.time_to_first_chunk`). The `x-bf-prom-*` request header prefix is fully removed; use `x-bf-dim-*` instead. ## Related issues ## Security considerations None. ## Checklist - [ ] I read `docs/contributing/README.md` and followed the guidelines - [ ] I added/updated tests where appropriate - [ ] I updated documentation where needed - [ ] I verified builds succeed (Go and UI) - [ ] I verified the CI pipeline passes locally if applicable

Summary
This PR removes all legacy/deprecated telemetry attribute constants and their emission sites, completing the migration from
gen_ai.*-namespaced Bifrost-internal attributes to the canonicalbifrost.*namespace. It also removes the deprecatedx-bf-prom-*header prefix support from the Prometheus plugin and HTTP transport.Changes
gen_ai.*-namespaced constants that were duplicating Bifrost-internal concepts (AttrVirtualKeyID,AttrTeamID,AttrCustomerID,AttrSelectedKeyID,AttrFallbackIndex,AttrNumberOfRetries,AttrRequestID,AttrErrorType, etc.) and their emission call sites acrossbifrost.go,llmspan.go, andconverter.goAttrPromptTokensandAttrCompletionTokens(replaced byAttrInputTokens/AttrOutputTokens) and all emission sitesAttrLegacyRetryCount(retry.count) constant and replaced its usage withAttrBifrostRetriesAttrTimeToFirstToken(nanosecond TTFT) and its emission; the OTel plugin now readsAttrTimeToFirstChunk(seconds) directly, eliminating the/1e9conversion at read timeAttrDimensions,AttrEncodingFormat,AttrN,AttrPromptTokenDetailsCachedRead,AttrPromptTokenDetailsCachedWritelegacy constants and their emission sitesbuildSpanAttrsandentitySetFromAttrscall sites in the OTel plugin to read frombifrost.*keys instead of the removedgen_ai.*keysx-bf-prom-*header processing fromcollectPrometheusKeyValues,applyCustomLabels, and the HTTP transport context builder; the prefix is now silently swallowed to prevent forwarding but no longer consumed as a dimension sourceType of change
Affected areas
How to test
go test ./...Verify that spans and metrics emitted after this change carry only
bifrost.*-namespaced attributes for routing/governance fields, and thatgen_ai.usage.input_tokens/gen_ai.usage.output_tokensare present whilegen_ai.usage.prompt_tokens/gen_ai.usage.completion_tokensare absent. Confirm that sendingx-bf-prom-*headers no longer populates any Prometheus label or dimension.Breaking changes
Any dashboards, alerts, or downstream consumers still reading the removed
gen_ai.*attribute names (gen_ai.virtual_key_id,gen_ai.team_id,gen_ai.number_of_retries,gen_ai.usage.prompt_tokens,gen_ai.usage.completion_tokens,gen_ai.response.time_to_first_token, etc.) will stop receiving data. Migrate queries to the correspondingbifrost.*keys or the updatedgen_ai.*spec keys (gen_ai.usage.input_tokens,gen_ai.usage.output_tokens,gen_ai.response.time_to_first_chunk). Thex-bf-prom-*request header prefix is fully removed; usex-bf-dim-*instead.Related issues
Security considerations
None.
Checklist
docs/contributing/README.mdand followed the guidelines