v0.42.1

What's Changed

Other Changes

• doc: Update docs on resource configuration for batch prediction jobs by @krithika369 in #578
• chore(batch-predictor,pyfunc-server): Bump merlin-sdk version in batch predictor and pyfunc server by @deadlycoconuts in #582

Full Changelog: v0.42.0...v0.42.1

v0.42.0

What's Changed

New Features 🎉

• feat: add default sampling rate to mlobs logger by @khorshuheng in #567
• Add Image Building API by @ariefrahmansyah in #574
• Image Building Clients & SDK by @ariefrahmansyah in #575

Other Changes

• chore(api): Update go dependencies in merlin api server by @deadlycoconuts in #551
• bug: skip requirement comparison for pip reqs that is not a package by @khorshuheng in #570
• bugfix: handle empty feature orders list by @khorshuheng in #571
• bugfix: avoid logging non-200 response and don't publish mesasge when there is error by @khorshuheng in #573
• chore: update documentation on model observability by @khorshuheng in #572
• fix(api): Fix autoscaler target string parsing to not drop decimal numbers by @deadlycoconuts in #576
• chore: update Merlin doc by @khorshuheng in #577
• Fix image building test for batch job by @ariefrahmansyah in #579

Full Changelog: v0.41.3...v0.42.0

v0.42.0-rc2

What's Changed

Other Changes

• chore: update Merlin doc by @khorshuheng in #577
• Fix image building test for batch job by @ariefrahmansyah in #579

Full Changelog: v0.42.0-rc1...v0.42.0-rc2

v0.42.0-rc1

What's Changed

New Features 🎉

• feat: add default sampling rate to mlobs logger by @khorshuheng in #567
• Add Image Building API by @ariefrahmansyah in #574
• Image Building Clients & SDK by @ariefrahmansyah in #575

Other Changes

• chore(api): Update go dependencies in merlin api server by @deadlycoconuts in #551
• bug: skip requirement comparison for pip reqs that is not a package by @khorshuheng in #570
• bugfix: handle empty feature orders list by @khorshuheng in #571
• bugfix: avoid logging non-200 response and don't publish mesasge when there is error by @khorshuheng in #573
• chore: update documentation on model observability by @khorshuheng in #572
• fix(api): Fix autoscaler target string parsing to not drop decimal numbers by @deadlycoconuts in #576

Full Changelog: v0.41.3...v0.42.0-rc1

v0.41.3

What's Changed

New Features 🎉

• bugfix: avoid logging non-200 response and don't publish mesasge when there is error by @khorshuheng in #573

Full Changelog: v0.41.2...v0.41.3

v0.41.2

What's Changed

Other Changes

• bug: Add missing request timestamp for mlobs logger by @khorshuheng in #568
• bug: fix publisher failure when prediction output is in one dimensional format by @khorshuheng in #565
• fix: Update path of batch-predictor's main.py by @ariefrahmansyah in #569

Full Changelog: v0.41.1...v0.41.2

v0.41.2-rc2

What's Changed

Other Changes

• bug: Add missing request timestamp for mlobs logger by @khorshuheng in #568
• bug: fix publisher failure when prediction output is in one dimensional format by @khorshuheng in #565
• fix: Update path of batch-predictor's main.py by @ariefrahmansyah in #569
• chore(api): Update go dependencies in merlin api server by @deadlycoconuts in #551
• bug: skip requirement comparison for pip reqs that is not a package by @khorshuheng in #570

Full Changelog: v0.41.1...v0.41.2-rc2

v0.41.2-rc1

What's Changed

Other Changes

• bug: Add missing request timestamp for mlobs logger by @khorshuheng in #568
• bug: fix publisher failure when prediction output is in one dimensional format by @khorshuheng in #565
• fix: Update path of batch-predictor's main.py by @ariefrahmansyah in #569

Full Changelog: v0.41.1...v0.41.2-rc1

v0.41.1

What's Changed

New Features 🎉

• add support for observability for xgboost standard model by @khorshuheng in #562
• feat: handle scenarios where there is no row id but only a single prediction row by @khorshuheng in #564

Other Changes

• handle malformed log entry for mlobs sink by @khorshuheng in #561
• chore(api): Fix client endpoint examples after OpenAPI3 migration by @deadlycoconuts in #560
• fix: add Merlin project as config to observation publisher by @khorshuheng in #563
• fix(ui): Fix unmovable replica count in TransformerStep by @deadlycoconuts in #566

Full Changelog: v0.41.0...v0.41.1

v0.41.0

What's Changed

New Features 🎉

• feat: Add observability publisher deployment by @tiopramayudi in #550
• Rework Image Building Process by @ariefrahmansyah in #547
• fix(image-building): Update process_conda_env.sh by @ariefrahmansyah in #555
• Bump dependencies for batch-predictor and pyfunc-server by @ariefrahmansyah in #557
• Add support for mlobs sink on logger by @khorshuheng in #554
• Loosen merlin-sdk deps in components by @ariefrahmansyah in #558
• feat: add mlobs logger url config by @khorshuheng in #559

Other Changes

• Ingest rank score to Arize by @khorshuheng in #552
• fix(image-builder): use google keychain for Artifact Registry domains by @mbruner in #553
• Create topic before publishing prediction log by @khorshuheng in #556

New Contributors

• @mbruner made their first contribution in #553

Full Changelog: v0.40.1...v0.41.0