Sandbox::https://github.com/feast-dev/feast/pull/5925

luisazofracabify · 2026-01-30T11:53:46Z

Description

This PR significantly improves the observability and reliability of the Feast Go Feature Server by implementing comprehensive Prometheus metrics, and robust configuration options for both HTTP and gRPC modes. It addresses issues with hardcoded ports, inconsistent metric exposure, and potential race conditions during shutdown.

Changes

1. Prometheus Metrics Instrumentation

Unified Metrics Server: Implemented a dedicated, configurable HTTP server (default port :9090) for serving metrics in both HTTP and gRPC modes. This unifies the observability strategy.
HTTP Server Instrumentation: Added metricsMiddleware in internal/feast/server/http_server.go to track:
- Request duration (http_request_duration_seconds)
- Request counts by method, path, and status (http_requests_total)
- Instrumented the /health endpoint for readiness probe visibility.
gRPC Metrics: Integrated go-grpc-prometheus to fully expose standard gRPC server metrics.

2. Tracing Enhancements

Dynamic Service Name: Improved the existing OpenTelemetry integration by adding support for the OTEL_SERVICE_NAME environment variable (defaults to FeastGoFeatureServer). This allows proper service identification in distributed tracing systems without code changes.

3. Server Configuration & Reliability

Configurable Metrics Port: Added -metrics-port flag to main.go.
Graceful Shutdown: Implemented sync.WaitGroup in StartHttpServer to ensure clean shutdown of the metrics server and logging services, matching the robust behavior of StartGrpcServer.
Code Cleanup: Refactored ServerStarter interfaces and removed unused legacy code.

How Has This Been Tested?

Verification

Confirmed /metrics endpoint accessibility on custom ports.
Verified /health and request metrics counters.
Validated status 200 recording fix.
Tested OTEL_SERVICE_NAME env var reflects in traces.
Verified clean shutdown logs (SIGINT/SIGTERM).

Checklist

My code follows the code style of this project.
I have added tests that prove my fix is effective or that my feature works.
I have updated the dependencies (go.mod / go.sum).
All new and existing tests passed.

Why gotoprom

It reduces boilerplate code for histograms and ensures type-safety for labels, preventing runtime panics due to mismatched label cardinality. It wraps the official prometheus client, so it's fully compatible

devin-ai-integration

✅ Devin Review: No Issues Found

Devin Review analyzed this PR and found no potential bugs to report.

View in Devin Review to see 6 additional flags.

PepeluDev · 2026-02-05T14:38:27Z

I would remove this file. Such a test does not actually test that metrics actually record values.

Signed-off-by: Luis Azofra Begara <luis.azofra@cabify.com>

shuchu

lgtm

PepeluDev · 2026-02-19T16:49:07Z

@shuchu It seems like this PR removed some packages from the go.sum file, sorry about that. They should be added back.

# [0.61.0](v0.60.0...v0.61.0) (2026-03-10) ### Bug Fixes * Add grpcio dependency group to transformation server Dockerfile ([2c2150a](2c2150a)) * Add https readiness check for rest-registry tests ([ea85e63](ea85e63)) * Add website build check for PRs and fix blog frontmatter YAML error ([#6079](#6079)) ([30a3a43](30a3a43)) * Added MLflow metric charts across feature selection ([#6080](#6080)) ([a403361](a403361)) * Check duplicate names for feature view across types ([#5999](#5999)) ([95b9af8](95b9af8)) * Fix integration tests ([#6046](#6046)) ([02d5548](02d5548)) * Fix non-specific label selector on metrics service ([a1a160d](a1a160d)) * Fixed IntegrityError on SqlRegistry ([#6047](#6047)) ([325e148](325e148)) * Fixed pre-commit check ([114b7db](114b7db)) * Fixed uv cache permission error for docker build on mac ([ad807be](ad807be)) * Fixes a `PydanticDeprecatedSince20` warning for trino_offline_store ([#5991](#5991)) ([abfd18a](abfd18a)) * Integration test failures ([#6040](#6040)) ([9165870](9165870)) * Ray offline store tests are duplicated across 3 workflows ([54f705a](54f705a)) * Reenable tests ([#6036](#6036)) ([82ee7f8](82ee7f8)) * Use commitlint pre-commit hook instead of a separate action ([35a81e7](35a81e7)) ### Features * Add complex type support (Map, JSON, Struct) with schema validation ([#5974](#5974)) ([1200dbf](1200dbf)) * Add materialization, feature freshness, request latency, and push metrics to feature server ([2c6be18](2c6be18)) * Add non-entity retrieval support for ClickHouse offline store ([4d08ddc](4d08ddc)), closes [#5835](#5835) * Add OnlineStore for MongoDB ([#6025](#6025)) ([bf4e3fa](bf4e3fa)), closes [golang/go#74462](golang/go#74462) * Added CodeQL SAST scanning and detect-secrets pre-commit hook ([547b516](547b516)) * Adding optional name to Aggregation (feast-dev[#5994](#5994)) ([#6083](#6083)) ([56469f7](56469f7)) * Feature Server High-Availability on Kubernetes ([#6028](#6028)) ([9c07b4c](9c07b4c)), closes [Hi#Availability](https://github.com/Hi/issues/Availability) [Hi#Availability](https://github.com/Hi/issues/Availability) * **go:** Implement metrics and tracing for http and grpc servers ([#5925](#5925)) ([2b4ec9a](2b4ec9a)) * Horizontal scaling support to the Feast operator ([#6000](#6000)) ([3ec13e6](3ec13e6)) * Making feature view source optional (feast-dev[#6074](#6074)) ([#6075](#6075)) ([76917b7](76917b7)) * Support arm docker build ([#6061](#6061)) ([1e1f5d9](1e1f5d9)) * Use orjson for faster JSON serialization in feature server ([6f5203a](6f5203a)) ### Performance Improvements * Optimize protobuf parsing in Redis online store ([#6023](#6023)) ([59dfdb8](59dfdb8)) * Optimize timestamp conversion in _convert_rows_to_protobuf ([33a2e95](33a2e95)) * Parallelize DynamoDB batch reads in sync online_read ([#6024](#6024)) ([9699944](9699944)) * Remove redundant entity key serialization in online_read ([d87283f](d87283f))

…ast-dev#5925) * feat(go): implement metrics and tracing for http and grpc servers Signed-off-by: Luis Azofra Begara <luis.azofra@cabify.com> * fix(server): improve metrics, config, and shutdown logic Signed-off-by: Luis Azofra Begara <luis.azofra@cabify.com> * chore: update go.sum after rebase Signed-off-by: Luis Azofra Begara <luis.azofra@cabify.com> * docs: improve README instructions for metrics and tracing Signed-off-by: Luis Azofra Begara <luis.azofra@cabify.com> * fix(server): resolve potential deadlock during shutdown Signed-off-by: Luis Azofra Begara <luis.azofra@cabify.com> --------- Signed-off-by: Luis Azofra Begara <luis.azofra@cabify.com>

# [0.61.0](feast-dev/feast@v0.60.0...v0.61.0) (2026-03-10) ### Bug Fixes * Add grpcio dependency group to transformation server Dockerfile ([2c2150a](feast-dev@2c2150a)) * Add https readiness check for rest-registry tests ([ea85e63](feast-dev@ea85e63)) * Add website build check for PRs and fix blog frontmatter YAML error ([feast-dev#6079](feast-dev#6079)) ([30a3a43](feast-dev@30a3a43)) * Added MLflow metric charts across feature selection ([feast-dev#6080](feast-dev#6080)) ([a403361](feast-dev@a403361)) * Check duplicate names for feature view across types ([feast-dev#5999](feast-dev#5999)) ([95b9af8](feast-dev@95b9af8)) * Fix integration tests ([feast-dev#6046](feast-dev#6046)) ([02d5548](feast-dev@02d5548)) * Fix non-specific label selector on metrics service ([a1a160d](feast-dev@a1a160d)) * Fixed IntegrityError on SqlRegistry ([feast-dev#6047](feast-dev#6047)) ([325e148](feast-dev@325e148)) * Fixed pre-commit check ([114b7db](feast-dev@114b7db)) * Fixed uv cache permission error for docker build on mac ([ad807be](feast-dev@ad807be)) * Fixes a `PydanticDeprecatedSince20` warning for trino_offline_store ([feast-dev#5991](feast-dev#5991)) ([abfd18a](feast-dev@abfd18a)) * Integration test failures ([feast-dev#6040](feast-dev#6040)) ([9165870](feast-dev@9165870)) * Ray offline store tests are duplicated across 3 workflows ([54f705a](feast-dev@54f705a)) * Reenable tests ([feast-dev#6036](feast-dev#6036)) ([82ee7f8](feast-dev@82ee7f8)) * Use commitlint pre-commit hook instead of a separate action ([35a81e7](feast-dev@35a81e7)) ### Features * Add complex type support (Map, JSON, Struct) with schema validation ([feast-dev#5974](feast-dev#5974)) ([1200dbf](feast-dev@1200dbf)) * Add materialization, feature freshness, request latency, and push metrics to feature server ([2c6be18](feast-dev@2c6be18)) * Add non-entity retrieval support for ClickHouse offline store ([4d08ddc](feast-dev@4d08ddc)), closes [feast-dev#5835](feast-dev#5835) * Add OnlineStore for MongoDB ([feast-dev#6025](feast-dev#6025)) ([bf4e3fa](feast-dev@bf4e3fa)), closes [golang/go#74462](golang/go#74462) * Added CodeQL SAST scanning and detect-secrets pre-commit hook ([547b516](feast-dev@547b516)) * Adding optional name to Aggregation (feast-dev[feast-dev#5994](feast-dev#5994)) ([feast-dev#6083](feast-dev#6083)) ([56469f7](feast-dev@56469f7)) * Feature Server High-Availability on Kubernetes ([feast-dev#6028](feast-dev#6028)) ([9c07b4c](feast-dev@9c07b4c)), closes [Hi#Availability](https://github.com/Hi/issues/Availability) [Hi#Availability](https://github.com/Hi/issues/Availability) * **go:** Implement metrics and tracing for http and grpc servers ([feast-dev#5925](feast-dev#5925)) ([2b4ec9a](feast-dev@2b4ec9a)) * Horizontal scaling support to the Feast operator ([feast-dev#6000](feast-dev#6000)) ([3ec13e6](feast-dev@3ec13e6)) * Making feature view source optional (feast-dev[feast-dev#6074](feast-dev#6074)) ([feast-dev#6075](feast-dev#6075)) ([76917b7](feast-dev@76917b7)) * Support arm docker build ([feast-dev#6061](feast-dev#6061)) ([1e1f5d9](feast-dev@1e1f5d9)) * Use orjson for faster JSON serialization in feature server ([6f5203a](feast-dev@6f5203a)) ### Performance Improvements * Optimize protobuf parsing in Redis online store ([feast-dev#6023](feast-dev#6023)) ([59dfdb8](feast-dev@59dfdb8)) * Optimize timestamp conversion in _convert_rows_to_protobuf ([33a2e95](feast-dev@33a2e95)) * Parallelize DynamoDB batch reads in sync online_read ([feast-dev#6024](feast-dev#6024)) ([9699944](feast-dev@9699944)) * Remove redundant entity key serialization in online_read ([d87283f](feast-dev@d87283f))

…ast-dev#5925) * feat(go): implement metrics and tracing for http and grpc servers Signed-off-by: Luis Azofra Begara <luis.azofra@cabify.com> * fix(server): improve metrics, config, and shutdown logic Signed-off-by: Luis Azofra Begara <luis.azofra@cabify.com> * chore: update go.sum after rebase Signed-off-by: Luis Azofra Begara <luis.azofra@cabify.com> * docs: improve README instructions for metrics and tracing Signed-off-by: Luis Azofra Begara <luis.azofra@cabify.com> * fix(server): resolve potential deadlock during shutdown Signed-off-by: Luis Azofra Begara <luis.azofra@cabify.com> --------- Signed-off-by: Luis Azofra Begara <luis.azofra@cabify.com>

# [0.61.0](feast-dev/feast@v0.60.0...v0.61.0) (2026-03-10) ### Bug Fixes * Add grpcio dependency group to transformation server Dockerfile ([2c2150a](feast-dev@2c2150a)) * Add https readiness check for rest-registry tests ([ea85e63](feast-dev@ea85e63)) * Add website build check for PRs and fix blog frontmatter YAML error ([feast-dev#6079](feast-dev#6079)) ([30a3a43](feast-dev@30a3a43)) * Added MLflow metric charts across feature selection ([feast-dev#6080](feast-dev#6080)) ([a403361](feast-dev@a403361)) * Check duplicate names for feature view across types ([feast-dev#5999](feast-dev#5999)) ([95b9af8](feast-dev@95b9af8)) * Fix integration tests ([feast-dev#6046](feast-dev#6046)) ([02d5548](feast-dev@02d5548)) * Fix non-specific label selector on metrics service ([a1a160d](feast-dev@a1a160d)) * Fixed IntegrityError on SqlRegistry ([feast-dev#6047](feast-dev#6047)) ([325e148](feast-dev@325e148)) * Fixed pre-commit check ([114b7db](feast-dev@114b7db)) * Fixed uv cache permission error for docker build on mac ([ad807be](feast-dev@ad807be)) * Fixes a `PydanticDeprecatedSince20` warning for trino_offline_store ([feast-dev#5991](feast-dev#5991)) ([abfd18a](feast-dev@abfd18a)) * Integration test failures ([feast-dev#6040](feast-dev#6040)) ([9165870](feast-dev@9165870)) * Ray offline store tests are duplicated across 3 workflows ([54f705a](feast-dev@54f705a)) * Reenable tests ([feast-dev#6036](feast-dev#6036)) ([82ee7f8](feast-dev@82ee7f8)) * Use commitlint pre-commit hook instead of a separate action ([35a81e7](feast-dev@35a81e7)) ### Features * Add complex type support (Map, JSON, Struct) with schema validation ([feast-dev#5974](feast-dev#5974)) ([1200dbf](feast-dev@1200dbf)) * Add materialization, feature freshness, request latency, and push metrics to feature server ([2c6be18](feast-dev@2c6be18)) * Add non-entity retrieval support for ClickHouse offline store ([4d08ddc](feast-dev@4d08ddc)), closes [feast-dev#5835](feast-dev#5835) * Add OnlineStore for MongoDB ([feast-dev#6025](feast-dev#6025)) ([bf4e3fa](feast-dev@bf4e3fa)), closes [golang/go#74462](golang/go#74462) * Added CodeQL SAST scanning and detect-secrets pre-commit hook ([547b516](feast-dev@547b516)) * Adding optional name to Aggregation (feast-dev[feast-dev#5994](feast-dev#5994)) ([feast-dev#6083](feast-dev#6083)) ([56469f7](feast-dev@56469f7)) * Feature Server High-Availability on Kubernetes ([feast-dev#6028](feast-dev#6028)) ([9c07b4c](feast-dev@9c07b4c)), closes [Hi#Availability](https://github.com/Hi/issues/Availability) [Hi#Availability](https://github.com/Hi/issues/Availability) * **go:** Implement metrics and tracing for http and grpc servers ([feast-dev#5925](feast-dev#5925)) ([2b4ec9a](feast-dev@2b4ec9a)) * Horizontal scaling support to the Feast operator ([feast-dev#6000](feast-dev#6000)) ([3ec13e6](feast-dev@3ec13e6)) * Making feature view source optional (feast-dev[feast-dev#6074](feast-dev#6074)) ([feast-dev#6075](feast-dev#6075)) ([76917b7](feast-dev@76917b7)) * Support arm docker build ([feast-dev#6061](feast-dev#6061)) ([1e1f5d9](feast-dev@1e1f5d9)) * Use orjson for faster JSON serialization in feature server ([6f5203a](feast-dev@6f5203a)) ### Performance Improvements * Optimize protobuf parsing in Redis online store ([feast-dev#6023](feast-dev#6023)) ([59dfdb8](feast-dev@59dfdb8)) * Optimize timestamp conversion in _convert_rows_to_protobuf ([33a2e95](feast-dev@33a2e95)) * Parallelize DynamoDB batch reads in sync online_read ([feast-dev#6024](feast-dev#6024)) ([9699944](feast-dev@9699944)) * Remove redundant entity key serialization in online_read ([d87283f](feast-dev@d87283f))

…ast-dev#5925) * feat(go): implement metrics and tracing for http and grpc servers Signed-off-by: Luis Azofra Begara <luis.azofra@cabify.com> * fix(server): improve metrics, config, and shutdown logic Signed-off-by: Luis Azofra Begara <luis.azofra@cabify.com> * chore: update go.sum after rebase Signed-off-by: Luis Azofra Begara <luis.azofra@cabify.com> * docs: improve README instructions for metrics and tracing Signed-off-by: Luis Azofra Begara <luis.azofra@cabify.com> * fix(server): resolve potential deadlock during shutdown Signed-off-by: Luis Azofra Begara <luis.azofra@cabify.com> --------- Signed-off-by: Luis Azofra Begara <luis.azofra@cabify.com> Signed-off-by: Shizoqua <hr.lanreshittu@gmail.com>

# [0.61.0](feast-dev/feast@v0.60.0...v0.61.0) (2026-03-10) ### Bug Fixes * Add grpcio dependency group to transformation server Dockerfile ([2c2150a](feast-dev@2c2150a)) * Add https readiness check for rest-registry tests ([ea85e63](feast-dev@ea85e63)) * Add website build check for PRs and fix blog frontmatter YAML error ([feast-dev#6079](feast-dev#6079)) ([30a3a43](feast-dev@30a3a43)) * Added MLflow metric charts across feature selection ([feast-dev#6080](feast-dev#6080)) ([a403361](feast-dev@a403361)) * Check duplicate names for feature view across types ([feast-dev#5999](feast-dev#5999)) ([95b9af8](feast-dev@95b9af8)) * Fix integration tests ([feast-dev#6046](feast-dev#6046)) ([02d5548](feast-dev@02d5548)) * Fix non-specific label selector on metrics service ([a1a160d](feast-dev@a1a160d)) * Fixed IntegrityError on SqlRegistry ([feast-dev#6047](feast-dev#6047)) ([325e148](feast-dev@325e148)) * Fixed pre-commit check ([114b7db](feast-dev@114b7db)) * Fixed uv cache permission error for docker build on mac ([ad807be](feast-dev@ad807be)) * Fixes a `PydanticDeprecatedSince20` warning for trino_offline_store ([feast-dev#5991](feast-dev#5991)) ([abfd18a](feast-dev@abfd18a)) * Integration test failures ([feast-dev#6040](feast-dev#6040)) ([9165870](feast-dev@9165870)) * Ray offline store tests are duplicated across 3 workflows ([54f705a](feast-dev@54f705a)) * Reenable tests ([feast-dev#6036](feast-dev#6036)) ([82ee7f8](feast-dev@82ee7f8)) * Use commitlint pre-commit hook instead of a separate action ([35a81e7](feast-dev@35a81e7)) ### Features * Add complex type support (Map, JSON, Struct) with schema validation ([feast-dev#5974](feast-dev#5974)) ([1200dbf](feast-dev@1200dbf)) * Add materialization, feature freshness, request latency, and push metrics to feature server ([2c6be18](feast-dev@2c6be18)) * Add non-entity retrieval support for ClickHouse offline store ([4d08ddc](feast-dev@4d08ddc)), closes [feast-dev#5835](feast-dev#5835) * Add OnlineStore for MongoDB ([feast-dev#6025](feast-dev#6025)) ([bf4e3fa](feast-dev@bf4e3fa)), closes [golang/go#74462](golang/go#74462) * Added CodeQL SAST scanning and detect-secrets pre-commit hook ([547b516](feast-dev@547b516)) * Adding optional name to Aggregation (feast-dev[feast-dev#5994](feast-dev#5994)) ([feast-dev#6083](feast-dev#6083)) ([56469f7](feast-dev@56469f7)) * Feature Server High-Availability on Kubernetes ([feast-dev#6028](feast-dev#6028)) ([9c07b4c](feast-dev@9c07b4c)), closes [Hi#Availability](https://github.com/Hi/issues/Availability) [Hi#Availability](https://github.com/Hi/issues/Availability) * **go:** Implement metrics and tracing for http and grpc servers ([feast-dev#5925](feast-dev#5925)) ([2b4ec9a](feast-dev@2b4ec9a)) * Horizontal scaling support to the Feast operator ([feast-dev#6000](feast-dev#6000)) ([3ec13e6](feast-dev@3ec13e6)) * Making feature view source optional (feast-dev[feast-dev#6074](feast-dev#6074)) ([feast-dev#6075](feast-dev#6075)) ([76917b7](feast-dev@76917b7)) * Support arm docker build ([feast-dev#6061](feast-dev#6061)) ([1e1f5d9](feast-dev@1e1f5d9)) * Use orjson for faster JSON serialization in feature server ([6f5203a](feast-dev@6f5203a)) ### Performance Improvements * Optimize protobuf parsing in Redis online store ([feast-dev#6023](feast-dev#6023)) ([59dfdb8](feast-dev@59dfdb8)) * Optimize timestamp conversion in _convert_rows_to_protobuf ([33a2e95](feast-dev@33a2e95)) * Parallelize DynamoDB batch reads in sync online_read ([feast-dev#6024](feast-dev#6024)) ([9699944](feast-dev@9699944)) * Remove redundant entity key serialization in online_read ([d87283f](feast-dev@d87283f)) Signed-off-by: Shizoqua <hr.lanreshittu@gmail.com>

# [0.61.0](feast-dev/feast@v0.60.0...v0.61.0) (2026-03-10) ### Bug Fixes * Add grpcio dependency group to transformation server Dockerfile ([2c2150a](feast-dev@2c2150a)) * Add https readiness check for rest-registry tests ([ea85e63](feast-dev@ea85e63)) * Add website build check for PRs and fix blog frontmatter YAML error ([feast-dev#6079](feast-dev#6079)) ([30a3a43](feast-dev@30a3a43)) * Added MLflow metric charts across feature selection ([feast-dev#6080](feast-dev#6080)) ([a403361](feast-dev@a403361)) * Check duplicate names for feature view across types ([feast-dev#5999](feast-dev#5999)) ([95b9af8](feast-dev@95b9af8)) * Fix integration tests ([feast-dev#6046](feast-dev#6046)) ([02d5548](feast-dev@02d5548)) * Fix non-specific label selector on metrics service ([a1a160d](feast-dev@a1a160d)) * Fixed IntegrityError on SqlRegistry ([feast-dev#6047](feast-dev#6047)) ([325e148](feast-dev@325e148)) * Fixed pre-commit check ([114b7db](feast-dev@114b7db)) * Fixed uv cache permission error for docker build on mac ([ad807be](feast-dev@ad807be)) * Fixes a `PydanticDeprecatedSince20` warning for trino_offline_store ([feast-dev#5991](feast-dev#5991)) ([abfd18a](feast-dev@abfd18a)) * Integration test failures ([feast-dev#6040](feast-dev#6040)) ([9165870](feast-dev@9165870)) * Ray offline store tests are duplicated across 3 workflows ([54f705a](feast-dev@54f705a)) * Reenable tests ([feast-dev#6036](feast-dev#6036)) ([82ee7f8](feast-dev@82ee7f8)) * Use commitlint pre-commit hook instead of a separate action ([35a81e7](feast-dev@35a81e7)) ### Features * Add complex type support (Map, JSON, Struct) with schema validation ([feast-dev#5974](feast-dev#5974)) ([1200dbf](feast-dev@1200dbf)) * Add materialization, feature freshness, request latency, and push metrics to feature server ([2c6be18](feast-dev@2c6be18)) * Add non-entity retrieval support for ClickHouse offline store ([4d08ddc](feast-dev@4d08ddc)), closes [feast-dev#5835](feast-dev#5835) * Add OnlineStore for MongoDB ([feast-dev#6025](feast-dev#6025)) ([bf4e3fa](feast-dev@bf4e3fa)), closes [golang/go#74462](golang/go#74462) * Added CodeQL SAST scanning and detect-secrets pre-commit hook ([547b516](feast-dev@547b516)) * Adding optional name to Aggregation (feast-dev[feast-dev#5994](feast-dev#5994)) ([feast-dev#6083](feast-dev#6083)) ([56469f7](feast-dev@56469f7)) * Feature Server High-Availability on Kubernetes ([feast-dev#6028](feast-dev#6028)) ([9c07b4c](feast-dev@9c07b4c)), closes [Hi#Availability](https://github.com/Hi/issues/Availability) [Hi#Availability](https://github.com/Hi/issues/Availability) * **go:** Implement metrics and tracing for http and grpc servers ([feast-dev#5925](feast-dev#5925)) ([2b4ec9a](feast-dev@2b4ec9a)) * Horizontal scaling support to the Feast operator ([feast-dev#6000](feast-dev#6000)) ([3ec13e6](feast-dev@3ec13e6)) * Making feature view source optional (feast-dev[feast-dev#6074](feast-dev#6074)) ([feast-dev#6075](feast-dev#6075)) ([76917b7](feast-dev@76917b7)) * Support arm docker build ([feast-dev#6061](feast-dev#6061)) ([1e1f5d9](feast-dev@1e1f5d9)) * Use orjson for faster JSON serialization in feature server ([6f5203a](feast-dev@6f5203a)) ### Performance Improvements * Optimize protobuf parsing in Redis online store ([feast-dev#6023](feast-dev#6023)) ([59dfdb8](feast-dev@59dfdb8)) * Optimize timestamp conversion in _convert_rows_to_protobuf ([33a2e95](feast-dev@33a2e95)) * Parallelize DynamoDB batch reads in sync online_read ([feast-dev#6024](feast-dev#6024)) ([9699944](feast-dev@9699944)) * Remove redundant entity key serialization in online_read ([d87283f](feast-dev@d87283f)) Signed-off-by: Aniket Paluskar <apaluska@redhat.com>

# [0.61.0](feast-dev/feast@v0.60.0...v0.61.0) (2026-03-10) ### Bug Fixes * Add grpcio dependency group to transformation server Dockerfile ([2c2150a](feast-dev@2c2150a)) * Add https readiness check for rest-registry tests ([ea85e63](feast-dev@ea85e63)) * Add website build check for PRs and fix blog frontmatter YAML error ([feast-dev#6079](feast-dev#6079)) ([30a3a43](feast-dev@30a3a43)) * Added MLflow metric charts across feature selection ([feast-dev#6080](feast-dev#6080)) ([a403361](feast-dev@a403361)) * Check duplicate names for feature view across types ([feast-dev#5999](feast-dev#5999)) ([95b9af8](feast-dev@95b9af8)) * Fix integration tests ([feast-dev#6046](feast-dev#6046)) ([02d5548](feast-dev@02d5548)) * Fix non-specific label selector on metrics service ([a1a160d](feast-dev@a1a160d)) * Fixed IntegrityError on SqlRegistry ([feast-dev#6047](feast-dev#6047)) ([325e148](feast-dev@325e148)) * Fixed pre-commit check ([114b7db](feast-dev@114b7db)) * Fixed uv cache permission error for docker build on mac ([ad807be](feast-dev@ad807be)) * Fixes a `PydanticDeprecatedSince20` warning for trino_offline_store ([feast-dev#5991](feast-dev#5991)) ([abfd18a](feast-dev@abfd18a)) * Integration test failures ([feast-dev#6040](feast-dev#6040)) ([9165870](feast-dev@9165870)) * Ray offline store tests are duplicated across 3 workflows ([54f705a](feast-dev@54f705a)) * Reenable tests ([feast-dev#6036](feast-dev#6036)) ([82ee7f8](feast-dev@82ee7f8)) * Use commitlint pre-commit hook instead of a separate action ([35a81e7](feast-dev@35a81e7)) ### Features * Add complex type support (Map, JSON, Struct) with schema validation ([feast-dev#5974](feast-dev#5974)) ([1200dbf](feast-dev@1200dbf)) * Add materialization, feature freshness, request latency, and push metrics to feature server ([2c6be18](feast-dev@2c6be18)) * Add non-entity retrieval support for ClickHouse offline store ([4d08ddc](feast-dev@4d08ddc)), closes [feast-dev#5835](feast-dev#5835) * Add OnlineStore for MongoDB ([feast-dev#6025](feast-dev#6025)) ([bf4e3fa](feast-dev@bf4e3fa)), closes [golang/go#74462](golang/go#74462) * Added CodeQL SAST scanning and detect-secrets pre-commit hook ([547b516](feast-dev@547b516)) * Adding optional name to Aggregation (feast-dev[feast-dev#5994](feast-dev#5994)) ([feast-dev#6083](feast-dev#6083)) ([56469f7](feast-dev@56469f7)) * Feature Server High-Availability on Kubernetes ([feast-dev#6028](feast-dev#6028)) ([9c07b4c](feast-dev@9c07b4c)), closes [Hi#Availability](https://github.com/Hi/issues/Availability) [Hi#Availability](https://github.com/Hi/issues/Availability) * **go:** Implement metrics and tracing for http and grpc servers ([feast-dev#5925](feast-dev#5925)) ([2b4ec9a](feast-dev@2b4ec9a)) * Horizontal scaling support to the Feast operator ([feast-dev#6000](feast-dev#6000)) ([3ec13e6](feast-dev@3ec13e6)) * Making feature view source optional (feast-dev[feast-dev#6074](feast-dev#6074)) ([feast-dev#6075](feast-dev#6075)) ([76917b7](feast-dev@76917b7)) * Support arm docker build ([feast-dev#6061](feast-dev#6061)) ([1e1f5d9](feast-dev@1e1f5d9)) * Use orjson for faster JSON serialization in feature server ([6f5203a](feast-dev@6f5203a)) ### Performance Improvements * Optimize protobuf parsing in Redis online store ([feast-dev#6023](feast-dev#6023)) ([59dfdb8](feast-dev@59dfdb8)) * Optimize timestamp conversion in _convert_rows_to_protobuf ([33a2e95](feast-dev@33a2e95)) * Parallelize DynamoDB batch reads in sync online_read ([feast-dev#6024](feast-dev#6024)) ([9699944](feast-dev@9699944)) * Remove redundant entity key serialization in online_read ([d87283f](feast-dev@d87283f)) Signed-off-by: yuanjun220 <1069645408@qq.com>

# [0.61.0](v0.60.0...v0.61.0) (2026-04-07) ### Bug Fixes * Add grpcio dependency group to transformation server Dockerfile ([2c2150a](2c2150a)) * Add https readiness check for rest-registry tests ([ea85e63](ea85e63)) * Add website build check for PRs and fix blog frontmatter YAML error ([#6079](#6079)) ([30a3a43](30a3a43)) * Added missing jackc/pgx/v5 entries ([94ad0e7](94ad0e7)) * Added MLflow metric charts across feature selection ([#6080](#6080)) ([a403361](a403361)) * Check duplicate names for feature view across types ([#5999](#5999)) ([95b9af8](95b9af8)) * Fix integration tests ([#6046](#6046)) ([02d5548](02d5548)) * Fix missing error handling for resource_counts endpoint ([d9706ce](d9706ce)) * Fix non-specific label selector on metrics service ([a1a160d](a1a160d)) * fix path feature_definitions.py ([7d7df68](7d7df68)) * Fix regstry Rest API tests intermittent failure ([d53a339](d53a339)) * Fixed IntegrityError on SqlRegistry ([#6047](#6047)) ([325e148](325e148)) * Fixed intermittent failures in get_historical_features ([c335ec7](c335ec7)) * Fixed pre-commit check ([114b7db](114b7db)) * Fixed the intermittent FeatureViewNotFoundException ([661ecc7](661ecc7)) * Fixed uv cache permission error for docker build on mac ([ad807be](ad807be)) * Fixes a `PydanticDeprecatedSince20` warning for trino_offline_store ([#5991](#5991)) ([abfd18a](abfd18a)) * Handle existing RBAC role gracefully in namespace registry ([b46a62b](b46a62b)) * Ignore ipynb files during apply ([#6151](#6151)) ([4ea123d](4ea123d)) * Integration test failures ([#6040](#6040)) ([9165870](9165870)) * Mount TLS volumes for init container ([080a9b5](080a9b5)) * **postgres:** Use end_date in synthetic entity_df for non-entity retrieval ([#6110](#6110)) ([088a802](088a802)), closes [#6066](#6066) * Ray offline store tests are duplicated across 3 workflows ([54f705a](54f705a)) * Reenable tests ([#6036](#6036)) ([82ee7f8](82ee7f8)) * SSL/TLS mode by default for postgres connection ([4844488](4844488)) * Use commitlint pre-commit hook instead of a separate action ([35a81e7](35a81e7)) ### Features * Add Claude Code agent skills for Feast ([#6081](#6081)) ([1e5b60f](1e5b60f)), closes [#5976](#5976) [#6007](#6007) * Add complex type support (Map, JSON, Struct) with schema validation ([#5974](#5974)) ([1200dbf](1200dbf)) * Add decimal to supported feature types ([#6029](#6029)) ([#6226](#6226)) ([cff6fbf](cff6fbf)) * Add feast apply init container to automate registry population on pod start ([#6106](#6106)) ([6b31a43](6b31a43)) * Add feature view versioning support to PostgreSQL and MySQL online stores ([#6193](#6193)) ([940e0f0](940e0f0)), closes [#6168](#6168) [#6169](#6169) [#2728](#2728) * Add materialization, feature freshness, request latency, and push metrics to feature server ([2c6be18](2c6be18)) * Add metadata statistics to registry api ([ef1d4fc](ef1d4fc)) * Add non-entity retrieval support for ClickHouse offline store ([4d08ddc](4d08ddc)), closes [#5835](#5835) * Add OnlineStore for MongoDB ([#6025](#6025)) ([bf4e3fa](bf4e3fa)), closes [golang/go#74462](golang/go#74462) * Add Oracle DB as Offline store in python sdk & operator ([#6017](#6017)) ([9d35368](9d35368)) * Add RBAC aggregation labels to FeatureStore ClusterRoles ([daf77c6](daf77c6)) * Add ServiceMonitor auto-generation for Prometheus discovery ([#6126](#6126)) ([56e6d21](56e6d21)) * Add typed_features field to grpc write request (([#6117](#6117)) ([#6118](#6118)) ([eeaa6db](eeaa6db)), closes [#6116](#6116) * Add UUID and TIME_UUID as feature types ([#5885](#5885)) ([#5951](#5951)) ([5d6e311](5d6e311)) * Add version indicators to lineage graph nodes ([#6187](#6187)) ([73805d3](73805d3)) * Add version tracking to FeatureView ([#6101](#6101)) ([ed4a4f2](ed4a4f2)) * Added Agent skills for AI Agents ([#6007](#6007)) ([99008c8](99008c8)) * Added CodeQL SAST scanning and detect-secrets pre-commit hook ([547b516](547b516)) * Added odfv transformations metrics ([8b5a526](8b5a526)) * Adding optional name to Aggregation (feast-dev[#5994](#5994)) ([#6083](#6083)) ([56469f7](56469f7)) * Created DocEmbedder class ([#5973](#5973)) ([0719c06](0719c06)) * Extended OIDC support to extract groups & namespaces and token injection with multiple methods ([#6089](#6089)) ([7c04026](7c04026)) * Feature Server High-Availability on Kubernetes ([#6028](#6028)) ([9c07b4c](9c07b4c)), closes [Hi#Availability](https://github.com/Hi/issues/Availability) [Hi#Availability](https://github.com/Hi/issues/Availability) * **go:** Implement metrics and tracing for http and grpc servers ([#5925](#5925)) ([2b4ec9a](2b4ec9a)) * Horizontal scaling support to the Feast operator ([#6000](#6000)) ([3ec13e6](3ec13e6)) * Making feature view source optional (feast-dev[#6074](#6074)) ([#6075](#6075)) ([76917b7](76917b7)) * Replace ORJSONResponse with Pydantic response models for faster JSON serialization ([65cf03c](65cf03c)) * Support arm docker build ([#6061](#6061)) ([1e1f5d9](1e1f5d9)) * Support distinct count aggregation [[#6116](#6116)] ([3639570](3639570)) * Support HTTP in MCP ([#6109](#6109)) ([e72b983](e72b983)) * Support nested collection types (Array/Set of Array/Set) ([#5947](#5947)) ([#6132](#6132)) ([ab61642](ab61642)) * Support podAnnotations on Deployment pod template ([1b3cdc1](1b3cdc1)) * Use orjson for faster JSON serialization in feature server ([6f5203a](6f5203a)) * Utilize date partition column in BigQuery ([#6076](#6076)) ([4ea9b32](4ea9b32)) ### Performance Improvements * Online feature response construction in a single pass over read rows ([113fb04](113fb04)) * Optimize protobuf parsing in Redis online store ([#6023](#6023)) ([59dfdb8](59dfdb8)) * Optimize timestamp conversion in _convert_rows_to_protobuf ([33a2e95](33a2e95)) * Parallelize DynamoDB batch reads in sync online_read ([#6024](#6024)) ([9699944](9699944)) * Remove redundant entity key serialization in online_read ([d87283f](d87283f))

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$@luisazofracabify$ luisazofracabify changed the title ~~feat(go): implement metrics and tracing for http and grpc servers~~ feat(go): Implement metrics and tracing for http and grpc servers Feb 2, 2026

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feat(go): implement metrics and tracing for http and grpc servers

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luisazofracabify added 2 commits February 11, 2026 13:20

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fix(server): improve metrics, config, and shutdown logic

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chore: update go.sum after rebase

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docs: improve README instructions for metrics and tracing

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luisazofracabify added 2 commits February 11, 2026 16:09

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fix(server): resolve potential deadlock during shutdown

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Merge branch 'master' into feat/go-server-observability

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Merge branch 'master' into feat/go-server-observability

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shuchu merged commit 2b4ec9a into feast-dev:master Feb 19, 2026
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fix: Added missing jackc/pgx/v5 entries #6094

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feat(go): Implement metrics and tracing for http and grpc servers - #5925

feat(go): Implement metrics and tracing for http and grpc servers#5925
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Description

Changes

1. Prometheus Metrics Instrumentation

2. Tracing Enhancements

3. Server Configuration & Reliability

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$@luisazofracabify$ luisazofracabify commented Jan 30, 2026 •

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