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fix: Added MLflow metric charts across feature selection#6080

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franciscojavierarceo merged 1 commit intofeast-dev:masterfrom
ntkathole:blog_mlflow
Mar 9, 2026
Merged

fix: Added MLflow metric charts across feature selection#6080
franciscojavierarceo merged 1 commit intofeast-dev:masterfrom
ntkathole:blog_mlflow

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@ntkathole ntkathole commented Mar 9, 2026 •
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What this PR does / why we need it:

Added image to feast + mlflow blog post, showing MLflow's metric charts view with model metrics (accuracy, AUC, F1, precision, recall) grouped by num_features.

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@ntkathole ntkathole self-assigned this Mar 9, 2026
@ntkathole ntkathole requested a review from a team as a code owner March 9, 2026 14:17
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✅ Devin Review: No Issues Found

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

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franciscojavierarceo
franciscojavierarceo reviewed Mar 9, 2026
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you didn't want to do it in white background like the other images?

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ntkathole commented Mar 9, 2026

you didn't want to do it in white background like the other images?

done

@franciscojavierarceo franciscojavierarceo merged commit a403361 into feast-dev:master Mar 9, 2026
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franciscojavierarceo pushed a commit that referenced this pull request Mar 10, 2026
@feast-ci-bot
chore(release): release 0.61.0
cb9cbd0 
# [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))
ntkathole added a commit to red-hat-data-services/feast that referenced this pull request Mar 16, 2026
@ntkathole
fix: Added MLflow metric charts across feature selection (feast-dev#6080
09c5e54 
)

Signed-off-by: ntkathole <[email protected]>
ntkathole pushed a commit to red-hat-data-services/feast that referenced this pull request Mar 16, 2026
@feast-ci-bot @ntkathole
chore(release): release 0.61.0
4b30911 
# [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))
ntkathole added a commit to red-hat-data-services/feast that referenced this pull request Mar 16, 2026
@ntkathole
fix: Added MLflow metric charts across feature selection (feast-dev#6080
6e2627c 
)

Signed-off-by: ntkathole <[email protected]>
ntkathole pushed a commit to red-hat-data-services/feast that referenced this pull request Mar 16, 2026
@feast-ci-bot @ntkathole
chore(release): release 0.61.0
01778e0 
# [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))
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