Highlights
The 0.6.0 release features usability improvements for both the MLflow and Aim UIs, as well as backend refactorings to improve maintainability and testability. RBAC with OIDC support has been added to the server, and usability has been improved with the addition of an experiment selector which is shared across all the Aim explorers and maintains its state. By limiting data retrieval by experiment, disabling availability of "live updates" by default, and making use of React virtualization, the UI experience is expected to be much faster.
What's Changed
* Bump actions used by `setup-go` to use Node 20 by jgiannuzzi in https://github.com/G-Research/fasttrackml/pull/875
* add generator to create new migration by suprjinx in https://github.com/G-Research/fasttrackml/pull/857
* Bump google.golang.org/api from 0.162.0 to 0.163.0 by dependabot in https://github.com/G-Research/fasttrackml/pull/886
* Increase params value lenght by fabiovincenzi in https://github.com/G-Research/fasttrackml/pull/873
* Extend `/project/params` endpoint to be filtered down to selected experiments. by dsuhinin in https://github.com/G-Research/fasttrackml/pull/885
* MlFlow migration documentation by fabiovincenzi in https://github.com/G-Research/fasttrackml/pull/874
* Bump mlflow from 2.10.0 to 2.10.2 by dependabot in https://github.com/G-Research/fasttrackml/pull/888
* Bump boto3 from 1.34.34 to 1.34.39 by dependabot in https://github.com/G-Research/fasttrackml/pull/889
* Bump dagger.io/dagger from 0.9.8 to 0.9.9 by dependabot in https://github.com/G-Research/fasttrackml/pull/890
* Prevent deletion of default experiment in non-default namespaces. by dsuhinin in https://github.com/G-Research/fasttrackml/pull/892
* Bump cloud.google.com/go/storage from 1.37.0 to 1.38.0 by dependabot in https://github.com/G-Research/fasttrackml/pull/893
* Bump github.com/G-Research/fasttrackml-ui-mlflow from 0.20902.3 to 0.20902.4 by dependabot in https://github.com/G-Research/fasttrackml/pull/894
* Bump google.golang.org/api from 0.163.0 to 0.164.0 by dependabot in https://github.com/G-Research/fasttrackml/pull/895
* Setup aim refactor by suprjinx in https://github.com/G-Research/fasttrackml/pull/887
* Fix fasttrackml python client by fabiovincenzi in https://github.com/G-Research/fasttrackml/pull/897
* Refactor AIM `apps` endpoints by dsuhinin in https://github.com/G-Research/fasttrackml/pull/901
* Bump the github-com-aws-aws-sdk-go-v2 group with 3 updates by dependabot in https://github.com/G-Research/fasttrackml/pull/903
* Bump dagger.io/dagger from 0.9.9 to 0.9.10 by dependabot in https://github.com/G-Research/fasttrackml/pull/904
* Bump google.golang.org/api from 0.164.0 to 0.165.0 by dependabot in https://github.com/G-Research/fasttrackml/pull/908
* Fix GetRunMetrics endpoint behaviour. by dsuhinin in https://github.com/G-Research/fasttrackml/pull/899
* Fix failing integration tests for /aim2 by suprjinx in https://github.com/G-Research/fasttrackml/pull/906
* Aim refactor tags by suprjinx in https://github.com/G-Research/fasttrackml/pull/910
* AIM `experiments` endpoints refactoring. by dsuhinin in https://github.com/G-Research/fasttrackml/pull/909
* Bump boto3 from 1.34.39 to 1.34.44 by dependabot in https://github.com/G-Research/fasttrackml/pull/921
* Bump black from 24.1.1 to 24.2.0 by dependabot in https://github.com/G-Research/fasttrackml/pull/920
* Bump the github-com-aws-aws-sdk-go-v2 group with 1 update by dependabot in https://github.com/G-Research/fasttrackml/pull/918
* Bump github.com/G-Research/fasttrackml-ui-aim from 0.31705.8 to 0.31705.9 by dependabot in https://github.com/G-Research/fasttrackml/pull/919
* Bump the github-com-aws-aws-sdk-go-v2 group with 1 update by dependabot in https://github.com/G-Research/fasttrackml/pull/924
* Bump github.com/gofiber/template/html/v2 from 2.1.0 to 2.1.1 by dependabot in https://github.com/G-Research/fasttrackml/pull/925
* Bump the github-com-aws-aws-sdk-go-v2 group with 2 updates by dependabot in https://github.com/G-Research/fasttrackml/pull/927
* Aim refactor dashboards by suprjinx in https://github.com/G-Research/fasttrackml/pull/917
* Bump dagger.io/dagger from 0.9.10 to 0.9.11 by dependabot in https://github.com/G-Research/fasttrackml/pull/928
* Bump the github-com-aws-aws-sdk-go-v2 group with 3 updates by dependabot in https://github.com/G-Research/fasttrackml/pull/932
* Bump github.com/gofiber/fiber/v2 from 2.52.0 to 2.52.1 by dependabot in https://github.com/G-Research/fasttrackml/pull/933
* Bump google.golang.org/api from 0.165.0 to 0.166.0 by dependabot in https://github.com/G-Research/fasttrackml/pull/934
* AIM `runs` endpoints refactoring. by dsuhinin in https://github.com/G-Research/fasttrackml/pull/922
* AIM `projects` endpoints refactoring. by dsuhinin in https://github.com/G-Research/fasttrackml/pull/935
* Bump boto3 from 1.34.44 to 1.34.49 by dependabot in https://github.com/G-Research/fasttrackml/pull/942
* Bump the github-com-aws-aws-sdk-go-v2 group with 3 updates by dependabot in https://github.com/G-Research/fasttrackml/pull/943
* Bump github.com/PuerkitoBio/goquery from 1.8.1 to 1.9.0 by dependabot in https://github.com/G-Research/fasttrackml/pull/944
* Bump google.golang.org/api from 0.166.0 to 0.167.0 by dependabot in https://github.com/G-Research/fasttrackml/pull/945
* Integrate `context` object into console commands. by dsuhinin in https://github.com/G-Research/fasttrackml/pull/946
* Bump gorm.io/plugin/dbresolver from 1.5.0 to 1.5.1 by dependabot in https://github.com/G-Research/fasttrackml/pull/948
* Unify naming between AIM and MLFlow by dsuhinin in https://github.com/G-Research/fasttrackml/pull/950
* Cleaning after refactoring by dsuhinin in https://github.com/G-Research/fasttrackml/pull/949
* Aim refactor toggle2 by suprjinx in https://github.com/G-Research/fasttrackml/pull/931
* Bump dagger.io/dagger from 0.9.11 to 0.10.0 by dependabot in https://github.com/G-Research/fasttrackml/pull/951
* Alter context migration for Postgres efficiency by suprjinx in https://github.com/G-Research/fasttrackml/pull/941
* Bump github.com/G-Research/fasttrackml-ui-aim from 0.31705.9 to 0.31705.10 by dependabot in https://github.com/G-Research/fasttrackml/pull/955
* metric primary keys have different names when migrated from mlflow by suprjinx in https://github.com/G-Research/fasttrackml/pull/957
* Bump github.com/PuerkitoBio/goquery from 1.9.0 to 1.9.1 by dependabot in https://github.com/G-Research/fasttrackml/pull/959
* Bump cloud.google.com/go/storage from 1.38.0 to 1.39.0 by dependabot in https://github.com/G-Research/fasttrackml/pull/960
* Bump github.com/gofiber/fiber/v2 from 2.52.1 to 2.52.2 by dependabot in https://github.com/G-Research/fasttrackml/pull/964
* Bump boto3 from 1.34.49 to 1.34.54 by dependabot in https://github.com/G-Research/fasttrackml/pull/966
* Bump mlflow from 2.10.2 to 2.11.0 by dependabot in https://github.com/G-Research/fasttrackml/pull/967
* Fix issue in -> https://github.com/G-Research/fasttrackml/pull/963 PR. by dsuhinin in https://github.com/G-Research/fasttrackml/pull/968
* Bump github.com/stretchr/testify from 1.8.4 to 1.9.0 by dependabot in https://github.com/G-Research/fasttrackml/pull/965
* Bump the github-com-aws-aws-sdk-go-v2 group with 2 updates by dependabot in https://github.com/G-Research/fasttrackml/pull/969
* Bump google.golang.org/api from 0.167.0 to 0.168.0 by dependabot in https://github.com/G-Research/fasttrackml/pull/970
* Bump github.com/jackc/pgx/v5 from 5.5.3 to 5.5.4 by dependabot in https://github.com/G-Research/fasttrackml/pull/971
* Bump github.com/G-Research/fasttrackml-ui-aim from 0.31705.10 to 0.31705.11 by dependabot in https://github.com/G-Research/fasttrackml/pull/972
* Bump the github-com-aws-aws-sdk-go-v2 group with 2 updates by dependabot in https://github.com/G-Research/fasttrackml/pull/973
* Bump dagger.io/dagger from 0.10.0 to 0.10.1 by dependabot in https://github.com/G-Research/fasttrackml/pull/974
* Bump the github-com-aws-aws-sdk-go-v2 group with 3 updates by dependabot in https://github.com/G-Research/fasttrackml/pull/994
* Cover `migrations` with integration tests. by dsuhinin in https://github.com/G-Research/fasttrackml/pull/963
* Bump google.golang.org/api from 0.168.0 to 0.169.0 by dependabot in https://github.com/G-Research/fasttrackml/pull/995
* Bump mlflow from 2.11.0 to 2.11.1 by dependabot in https://github.com/G-Research/fasttrackml/pull/998
* Bump google-cloud-storage from 2.14.0 to 2.15.0 by dependabot in https://github.com/G-Research/fasttrackml/pull/999
* Bump boto3 from 1.34.54 to 1.34.59 by dependabot in https://github.com/G-Research/fasttrackml/pull/1000
* Bump gorm.io/driver/postgres from 1.5.6 to 1.5.7 by dependabot in https://github.com/G-Research/fasttrackml/pull/1001
* Bump github.com/jackc/pgx/v5 from 5.5.4 to 5.5.5 by dependabot in https://github.com/G-Research/fasttrackml/pull/1002
* Bump softprops/action-gh-release from 1 to 2 by dependabot in https://github.com/G-Research/fasttrackml/pull/1003
* Fix python client to provide credentials by fabiovincenzi in https://github.com/G-Research/fasttrackml/pull/996
* Bump cloud.google.com/go/storage from 1.39.0 to 1.39.1 by dependabot in https://github.com/G-Research/fasttrackml/pull/1012
* Adapt async approach from mlflow client by suprjinx in https://github.com/G-Research/fasttrackml/pull/1013
* Bump dagger.io/dagger from 0.10.1 to 0.10.2 by dependabot in https://github.com/G-Research/fasttrackml/pull/1014
* Bump the github-com-aws-aws-sdk-go-v2 group with 1 update by dependabot in https://github.com/G-Research/fasttrackml/pull/1016
* Bump github.com/G-Research/fasttrackml-ui-aim from 0.31705.11 to 0.31705.12 by dependabot in https://github.com/G-Research/fasttrackml/pull/1017
* Bump google.golang.org/api from 0.169.0 to 0.170.0 by dependabot in https://github.com/G-Research/fasttrackml/pull/1018
* Bump the github-com-aws-aws-sdk-go-v2 group with 1 update by dependabot in https://github.com/G-Research/fasttrackml/pull/1025
* Bump github.com/G-Research/fasttrackml-ui-aim from 0.31705.12 to 0.31705.13 by dependabot in https://github.com/G-Research/fasttrackml/pull/1026
* Bump black from 24.2.0 to 24.3.0 by dependabot in https://github.com/G-Research/fasttrackml/pull/1027
* Bump boto3 from 1.34.59 to 1.34.64 by dependabot in https://github.com/G-Research/fasttrackml/pull/1028
* Fix problem related to `docker-in-docker` feature in dev container. by dsuhinin in https://github.com/G-Research/fasttrackml/pull/1029
* Bump the github-com-aws-aws-sdk-go-v2 group with 3 updates by dependabot in https://github.com/G-Research/fasttrackml/pull/1032
* Bump gorm.io/gorm from 1.25.7-0.20240204074919-46816ad31dde to 1.25.8 by dependabot in https://github.com/G-Research/fasttrackml/pull/1033
* Create --live-updates-enabled flag, and output in the projects api by suprjinx in https://github.com/G-Research/fasttrackml/pull/1034
* Bump github.com/G-Research/fasttrackml-ui-aim from 0.31705.13 to 0.31705.15 by dependabot in https://github.com/G-Research/fasttrackml/pull/1036
* Remove metric querying support by fabiovincenzi in https://github.com/G-Research/fasttrackml/pull/1019
* Bump the github-com-aws-aws-sdk-go-v2 group with 1 update by dependabot in https://github.com/G-Research/fasttrackml/pull/1038
* Bump github.com/G-Research/fasttrackml-ui-aim from 0.31705.15 to 0.31705.16 by dependabot in https://github.com/G-Research/fasttrackml/pull/1039
* Bump google.golang.org/api from 0.170.0 to 0.171.0 by dependabot in https://github.com/G-Research/fasttrackml/pull/1040
* Bump github.com/G-Research/fasttrackml-ui-aim from 0.31705.16 to 0.31705.17 by dependabot in https://github.com/G-Research/fasttrackml/pull/1043
* Bump mlflow from 2.11.1 to 2.11.3 by dependabot in https://github.com/G-Research/fasttrackml/pull/1044
* Bump google-cloud-storage from 2.15.0 to 2.16.0 by dependabot in https://github.com/G-Research/fasttrackml/pull/1045
* Bump boto3 from 1.34.64 to 1.34.69 by dependabot in https://github.com/G-Research/fasttrackml/pull/1046
* RBAC MVP by dsuhinin in https://github.com/G-Research/fasttrackml/pull/1015
* UI submodules by suprjinx in https://github.com/G-Research/fasttrackml/pull/1020
* Bump google.golang.org/api from 0.170.0 to 0.171.0 by dependabot in https://github.com/G-Research/fasttrackml/pull/1049
* Bump dagger.io/dagger from 0.10.2 to 0.10.3 by dependabot in https://github.com/G-Research/fasttrackml/pull/1056
* Bump github.com/gofiber/fiber/v2 from 2.52.2 to 2.52.4 by dependabot in https://github.com/G-Research/fasttrackml/pull/1057
* Integrate auth logic into mlflow, aim, admin, chooser parts by dsuhinin in https://github.com/G-Research/fasttrackml/pull/1051
* Bump google.golang.org/api from 0.171.0 to 0.172.0 by dependabot in https://github.com/G-Research/fasttrackml/pull/1059
* Ensure experiments are ordered by id by jescalada in https://github.com/G-Research/fasttrackml/pull/1066
* Bump github.com/G-Research/fasttrackml-ui-aim from 0.31705.17 to 0.31705.19 by dependabot in https://github.com/G-Research/fasttrackml/pull/1065
* Bump github.com/G-Research/fasttrackml-ui-mlflow from 0.20902.4 to 0.20902.5 by dependabot in https://github.com/G-Research/fasttrackml/pull/1063
* Bump github.com/G-Research/fasttrackml-ui-aim from 0.31705.19 to 0.31705.22 by dependabot in https://github.com/G-Research/fasttrackml/pull/1071
* Bump gorm.io/gorm from 1.25.8 to 1.25.9 by dependabot in https://github.com/G-Research/fasttrackml/pull/1062
* Bump github.com/G-Research/fasttrackml-ui-mlflow from 0.20902.5 to 0.20902.7 by dependabot in https://github.com/G-Research/fasttrackml/pull/1070
* Bump the github-com-aws-aws-sdk-go-v2 group with 3 updates by dependabot in https://github.com/G-Research/fasttrackml/pull/1069
* Bump boto3 from 1.34.69 to 1.34.75 by dependabot in https://github.com/G-Research/fasttrackml/pull/1072
* Bump actions/configure-pages from 4 to 5 by dependabot in https://github.com/G-Research/fasttrackml/pull/1067
* Bump cloud.google.com/go/storage from 1.39.1 to 1.40.0 by dependabot in https://github.com/G-Research/fasttrackml/pull/1064
* Handle correctly not found errors in `admin` and `chooser` parts. by dsuhinin in https://github.com/G-Research/fasttrackml/pull/1060
* Use Docker Compose v2 for container-based tests by jgiannuzzi in https://github.com/G-Research/fasttrackml/pull/1073
* Update `docker-in-docker` devcontainer feature and let go of workaround by jgiannuzzi in https://github.com/G-Research/fasttrackml/pull/1074
* Bump github.com/G-Research/fasttrackml-ui-aim from 0.31705.22 to 0.31705.23 by dependabot in https://github.com/G-Research/fasttrackml/pull/1078
* Change SearchMetrics endpoint to a POST by fabiovincenzi in https://github.com/G-Research/fasttrackml/pull/1075
* Bump github.com/G-Research/fasttrackml-ui-aim from 0.31705.23 to 0.31705.24 by dependabot in https://github.com/G-Research/fasttrackml/pull/1082
* Update creds import in python client by fabiovincenzi in https://github.com/G-Research/fasttrackml/pull/1081
* chore: CI - Fix cache key computation in Go integration tests by jgiannuzzi in https://github.com/G-Research/fasttrackml/pull/1085
* Bump dagger.io/dagger from 0.10.3 to 0.11.0 by dependabot in https://github.com/G-Research/fasttrackml/pull/1083
* Migration for OIDC v1. by dsuhinin in https://github.com/G-Research/fasttrackml/pull/1079
* Update aim ui tag ref by suprjinx in https://github.com/G-Research/fasttrackml/pull/1086