├── .devcontainer ├── .env ├── Dockerfile ├── devcontainer.json └── docker-compose.yml ├── .dockerignore ├── .github ├── ISSUE_TEMPLATE │ ├── ask_question.yml │ ├── bug_report.yml │ └── feature_request.yml ├── actions │ └── setup-go │ │ └── action.yml ├── dependabot.yml └── workflows │ ├── check-required.yml │ ├── ci.yml │ ├── create.yml │ ├── nudge.yml │ ├── release.yml │ └── website.yml ├── .gitignore ├── .gitmodules ├── .go-build-tags ├── .golangci.yml ├── .idea ├── .gitignore ├── fasttrackml.iml ├── inspectionProfiles │ └── Project_Default.xml ├── misc.xml ├── modules.xml ├── runConfigurations │ ├── Launch_server__encrypted_sqlite_file_.xml │ ├── Launch_server__postgres_.xml │ ├── Launch_server__sqlite_file_.xml │ ├── Launch_server__sqlite_memory_.xml │ ├── Launch_tests__integration_.xml │ └── Launch_tests__unit_.xml └── vcs.xml ├── .mockery.yaml ├── .vscode ├── launch.json └── settings.json ├── Dockerfile ├── LICENSE ├── Makefile ├── Pipfile ├── Pipfile.lock ├── README.md ├── benchmarks ├── Dockerfile ├── README.md ├── docker-compose.yml ├── generateReports.py ├── k6LoggingPerfScript.js ├── k6RetrievalPerfScript.js ├── performanceReport.png └── run.sh ├── docs ├── authentication.md ├── aws_s3_tracking.md ├── developer.md ├── example │ ├── .gitignore │ ├── k6_load.js │ ├── minimal.py │ ├── minimal_fasttrackml.py │ └── pyproject.toml ├── fasttrackml_python_client.md ├── images │ ├── main_ui.png │ ├── runs_ui.png │ ├── search_metrics_filter_by_run.png │ ├── search_runs.png │ ├── search_runs_none_param.png │ ├── search_runs_param_filter.png │ ├── search_runs_regular_expression_match.png │ └── search_runs_regular_expression_search.png ├── maintainer.md ├── mlflow_migration.md ├── quickstart.md └── search_syntax.md ├── go.mod ├── go.sum ├── helm └── fasttrackml │ ├── .helmignore │ ├── Chart.yaml │ ├── templates │ ├── _helpers.tpl │ ├── configMap.yaml │ ├── deployment.yaml │ ├── ingress.yaml │ ├── service.yaml │ └── tests │ │ └── test-connection.yaml │ └── values.yaml ├── main.go ├── pkg ├── api │ ├── aim │ │ ├── api │ │ │ ├── request │ │ │ │ ├── app.go │ │ │ │ ├── dashboard.go │ │ │ │ ├── experiment.go │ │ │ │ ├── metric.go │ │ │ │ ├── project.go │ │ │ │ ├── run.go │ │ │ │ └── tag.go │ │ │ └── response │ │ │ │ ├── app.go │ │ │ │ ├── dashboard.go │ │ │ │ ├── experiment.go │ │ │ │ ├── helpers.go │ │ │ │ ├── log.go │ │ │ │ ├── project.go │ │ │ │ ├── run.go │ │ │ │ ├── success.go │ │ │ │ └── tag.go │ │ ├── common │ │ │ ├── constants.go │ │ │ └── helpers.go │ │ ├── controller │ │ │ ├── apps.go │ │ │ ├── controller.go │ │ │ ├── dashboards.go │ │ │ ├── experiments.go │ │ │ ├── helpers.go │ │ │ ├── projects.go │ │ │ ├── runs.go │ │ │ └── tags.go │ │ ├── dao │ │ │ ├── convertors │ │ │ │ ├── app.go │ │ │ │ ├── dashboard.go │ │ │ │ ├── experiment.go │ │ │ │ └── tag.go │ │ │ ├── listener.go │ │ │ ├── models │ │ │ │ ├── app.go │ │ │ │ ├── artifact.go │ │ │ │ ├── common.go │ │ │ │ ├── dashboard.go │ │ │ │ ├── experiment.go │ │ │ │ ├── image.go │ │ │ │ ├── log.go │ │ │ │ ├── metric.go │ │ │ │ ├── namespace.go │ │ │ │ ├── param.go │ │ │ │ ├── param_test.go │ │ │ │ ├── project.go │ │ │ │ ├── run.go │ │ │ │ └── tag.go │ │ │ └── repositories │ │ │ │ ├── app.go │ │ │ │ ├── artifact.go │ │ │ │ ├── dashboard.go │ │ │ │ ├── experiment.go │ │ │ │ ├── helpers.go │ │ │ │ ├── helpers_test.go │ │ │ │ ├── log.go │ │ │ │ ├── metric.go │ │ │ │ ├── param.go │ │ │ │ ├── run.go │ │ │ │ ├── run_test.go │ │ │ │ ├── shared_tag.go │ │ │ │ └── tag.go │ │ ├── encoding │ │ │ ├── decoder.go │ │ │ └── encoder.go │ │ ├── errors.go │ │ ├── query │ │ │ ├── clause.go │ │ │ ├── query.go │ │ │ └── query_test.go │ │ ├── routes.go │ │ └── services │ │ │ ├── app │ │ │ └── service.go │ │ │ ├── dashboard │ │ │ └── service.go │ │ │ ├── experiment │ │ │ └── service.go │ │ │ ├── project │ │ │ ├── normalizers.go │ │ │ ├── service.go │ │ │ └── validators.go │ │ │ ├── run │ │ │ ├── converters.go │ │ │ ├── normalizers.go │ │ │ ├── service.go │ │ │ └── validators.go │ │ │ └── tag │ │ │ ├── service.go │ │ │ └── validators.go │ └── mlflow │ │ ├── api │ │ ├── request │ │ │ ├── common.go │ │ │ ├── experiment.go │ │ │ ├── log.go │ │ │ ├── metric.go │ │ │ └── run.go │ │ └── response │ │ │ ├── experiment.go │ │ │ ├── metric.go │ │ │ ├── metric_test.go │ │ │ ├── run.go │ │ │ └── run_test.go │ │ ├── common │ │ ├── constants.go │ │ ├── helpers.go │ │ └── helpers_test.go │ │ ├── controller │ │ ├── artifacts.go │ │ ├── controller.go │ │ ├── experiments.go │ │ ├── helpers.go │ │ ├── metrics.go │ │ ├── models.go │ │ └── runs.go │ │ ├── dao │ │ ├── convertors │ │ │ ├── experiment.go │ │ │ ├── experiment_test.go │ │ │ ├── helpers.go │ │ │ ├── log.go │ │ │ ├── log_test.go │ │ │ ├── metric.go │ │ │ ├── metric_test.go │ │ │ ├── run.go │ │ │ ├── run_test.go │ │ │ ├── tag.go │ │ │ └── tag_test.go │ │ ├── models │ │ │ ├── artifact.go │ │ │ ├── common.go │ │ │ ├── experiment.go │ │ │ ├── log.go │ │ │ ├── metric.go │ │ │ ├── namespace.go │ │ │ ├── param.go │ │ │ ├── relation.go │ │ │ ├── role.go │ │ │ ├── run.go │ │ │ └── tag.go │ │ └── repositories │ │ │ ├── artifact.go │ │ │ ├── experiment.go │ │ │ ├── helpers.go │ │ │ ├── helpers_test.go │ │ │ ├── log.go │ │ │ ├── metric.go │ │ │ ├── mock_artifact_repository_provider.go │ │ │ ├── mock_experiment_repository_provider.go │ │ │ ├── mock_log_repository_provider.go │ │ │ ├── mock_metric_repository_provider.go │ │ │ ├── mock_namespace_repository_provider.go │ │ │ ├── mock_param_repository_provider.go │ │ │ ├── mock_run_repository_provider.go │ │ │ ├── mock_tag_repository_provider.go │ │ │ ├── namespace.go │ │ │ ├── namespace_cached.go │ │ │ ├── param.go │ │ │ ├── run.go │ │ │ ├── run_test.go │ │ │ └── tag.go │ │ ├── routes.go │ │ └── services │ │ ├── errors.go │ │ ├── experiment │ │ ├── service.go │ │ ├── service_test.go │ │ ├── validators.go │ │ └── validators_test.go │ │ ├── metric │ │ ├── converters.go │ │ ├── converters_test.go │ │ ├── service.go │ │ ├── service_test.go │ │ ├── validators.go │ │ └── validators_test.go │ │ ├── model │ │ └── service.go │ │ └── run │ │ ├── converters.go │ │ ├── converters_test.go │ │ ├── log_cleaner.go │ │ ├── service.go │ │ ├── service_test.go │ │ ├── validators.go │ │ └── validators_test.go ├── cmd │ ├── decode.go │ ├── import.go │ ├── migrations.go │ ├── migrations │ │ ├── create.go │ │ ├── create_test.go │ │ ├── rebuild.go │ │ └── rebuild_test.go │ ├── root.go │ └── server.go ├── common │ ├── api │ │ ├── error.go │ │ ├── request │ │ │ └── artifact.go │ │ └── response │ │ │ ├── artifact.go │ │ │ └── artifact_test.go │ ├── auth │ │ └── oidc │ │ │ ├── client.go │ │ │ ├── helpers.go │ │ │ └── models.go │ ├── config │ │ ├── auth │ │ │ ├── auth.go │ │ │ ├── auth_test.go │ │ │ ├── config_loader.go │ │ │ └── config_loader_test.go │ │ ├── config.go │ │ └── config_test.go │ ├── dao │ │ ├── listener.go │ │ ├── models │ │ │ ├── base.go │ │ │ └── user_permission.go │ │ ├── repositories │ │ │ ├── base.go │ │ │ └── roles_cached.go │ │ └── types │ │ │ └── jsonb.go │ ├── events │ │ └── namespace.go │ ├── helpers.go │ ├── middleware │ │ ├── basic.go │ │ ├── constants.go │ │ ├── namespace.go │ │ └── oidc.go │ └── services │ │ └── artifact │ │ ├── service.go │ │ ├── service_test.go │ │ ├── storage │ │ ├── gs.go │ │ ├── helpers.go │ │ ├── helpers_test.go │ │ ├── local.go │ │ ├── local_test.go │ │ ├── mock_artifact_storage_factory_provider.go │ │ ├── mock_artifact_storage_provider.go │ │ ├── s3.go │ │ └── storage.go │ │ ├── validators.go │ │ └── validators_test.go ├── database │ ├── constants.go │ ├── db_factory.go │ ├── db_factory_test.go │ ├── db_instance.go │ ├── import.go │ ├── logger.go │ ├── migrate.go │ ├── migrate_generated.go │ ├── migrations │ │ ├── common.go │ │ ├── v_0001 │ │ │ ├── migrate.go │ │ │ └── model.go │ │ ├── v_0002 │ │ │ ├── migrate.go │ │ │ └── model.go │ │ ├── v_0003 │ │ │ ├── migrate.go │ │ │ └── model.go │ │ ├── v_0004 │ │ │ ├── migrate.go │ │ │ └── model.go │ │ ├── v_0005 │ │ │ ├── migrate.go │ │ │ └── model.go │ │ ├── v_0006 │ │ │ ├── migrate.go │ │ │ └── model.go │ │ ├── v_0007 │ │ │ ├── migrate.go │ │ │ └── model.go │ │ ├── v_0008 │ │ │ ├── migrate.go │ │ │ └── model.go │ │ ├── v_0009 │ │ │ ├── migrate.go │ │ │ └── model.go │ │ ├── v_0010 │ │ │ ├── migrate.go │ │ │ └── model.go │ │ ├── v_0011 │ │ │ ├── migrate.go │ │ │ └── model.go │ │ ├── v_0012 │ │ │ ├── migrate.go │ │ │ └── model.go │ │ ├── v_0013 │ │ │ ├── migrate.go │ │ │ └── model.go │ │ ├── v_0014 │ │ │ ├── migrate.go │ │ │ └── model.go │ │ ├── v_0015 │ │ │ ├── migrate.go │ │ │ └── model.go │ │ ├── v_0016 │ │ │ ├── migrate.go │ │ │ └── model.go │ │ └── v_0017 │ │ │ ├── migrate.go │ │ │ └── model.go │ ├── model.go │ ├── postgres_db_instance.go │ └── sqlite_db_instance.go ├── server │ └── server.go ├── ui │ ├── admin │ │ ├── controller │ │ │ ├── controller.go │ │ │ └── namespaces.go │ │ ├── embed │ │ │ ├── layouts │ │ │ │ └── main.html │ │ │ ├── namespaces │ │ │ │ ├── create.html │ │ │ │ ├── form.html │ │ │ │ ├── index.html │ │ │ │ └── update.html │ │ │ ├── partials │ │ │ │ └── messages.html │ │ │ └── static │ │ │ │ ├── css │ │ │ │ └── namespaces.css │ │ │ │ └── js │ │ │ │ ├── jquery-3.7.0.js │ │ │ │ └── namespaces.js │ │ ├── request │ │ │ └── namespace.go │ │ ├── response │ │ │ └── namespace.go │ │ ├── routes.go │ │ └── service │ │ │ └── namespace │ │ │ ├── service.go │ │ │ ├── service_test.go │ │ │ ├── validator.go │ │ │ └── validator_test.go │ ├── aim │ │ └── routes.go │ ├── chooser │ │ ├── api │ │ │ └── response │ │ │ │ └── namespace.go │ │ ├── controller │ │ │ ├── controller.go │ │ │ ├── errors.go │ │ │ ├── helpers.go │ │ │ ├── login.go │ │ │ └── namespaces.go │ │ ├── embed │ │ │ ├── errors │ │ │ │ ├── internal-server.html │ │ │ │ └── not-found.html │ │ │ ├── layouts │ │ │ │ └── main.html │ │ │ ├── login │ │ │ │ └── login.html │ │ │ ├── namespaces │ │ │ │ └── index.html │ │ │ └── static │ │ │ │ ├── css │ │ │ │ └── simple.min.css │ │ │ │ ├── favicon.ico │ │ │ │ └── media │ │ │ │ ├── logo-dark.svg │ │ │ │ └── logo-light.svg │ │ ├── response │ │ │ └── namespace.go │ │ ├── routes.go │ │ └── service │ │ │ └── namespace │ │ │ ├── helpers.go │ │ │ └── service.go │ ├── common │ │ ├── helpers.go │ │ └── helpers_test.go │ └── mlflow │ │ └── routes.go └── version │ └── version.go ├── pyproject.toml ├── python ├── LICENSE ├── README.md ├── client_example.py ├── client_test.py ├── dice.png ├── fasttrackml │ ├── __init__.py │ ├── _tracking_service │ │ ├── __init__.py │ │ └── client.py │ ├── client.py │ ├── entities │ │ ├── __init__.py │ │ └── metric.py │ ├── fluent.py │ └── store │ │ ├── __init__.py │ │ └── custom_rest_store.py ├── pyproject.toml └── setup.py ├── tests └── integration │ ├── docker-compose.yml │ ├── golang │ ├── admin │ │ └── namespace │ │ │ ├── create_test.go │ │ │ ├── delete_test.go │ │ │ └── update_test.go │ ├── aim │ │ ├── app │ │ │ ├── create_app_test.go │ │ │ ├── delete_app_test.go │ │ │ ├── get_app_test.go │ │ │ ├── get_apps_test.go │ │ │ └── update_app_test.go │ │ ├── dashboard │ │ │ ├── create_dashboard_test.go │ │ │ ├── delete_dashboard_test.go │ │ │ ├── get_dashboard_test.go │ │ │ ├── get_dashboards_test.go │ │ │ └── update_dashboard_test.go │ │ ├── experiment │ │ │ ├── delete_test.go │ │ │ ├── get_experiment_activity_test.go │ │ │ ├── get_experiment_runs_test.go │ │ │ ├── get_experiment_test.go │ │ │ └── get_experiments_test.go │ │ ├── log │ │ │ └── get_run_logs_test.go │ │ ├── metric │ │ │ ├── search_aligned_test.go │ │ │ └── search_test.go │ │ ├── namespace │ │ │ ├── flows │ │ │ │ ├── app_test.go │ │ │ │ ├── dashboard_test.go │ │ │ │ ├── experiment_test.go │ │ │ │ ├── metric_test.go │ │ │ │ ├── project_test.go │ │ │ │ └── run_test.go │ │ │ └── namespace_test.go │ │ ├── project │ │ │ ├── get_project_activity_test.go │ │ │ ├── get_project_params_test.go │ │ │ ├── get_project_status_test.go │ │ │ └── get_project_test.go │ │ ├── run │ │ │ ├── add_run_tag_test.go │ │ │ ├── archive_batch_test.go │ │ │ ├── delete_batch_test.go │ │ │ ├── delete_run_tag_test.go │ │ │ ├── delete_test.go │ │ │ ├── get_run_info_test.go │ │ │ ├── get_run_metrics_test.go │ │ │ ├── get_runs_active_test.go │ │ │ ├── search_artifacts_test.go │ │ │ ├── search_test.go │ │ │ └── update_run_test.go │ │ └── tag │ │ │ ├── create_tag_test.go │ │ │ ├── delete_tag_test.go │ │ │ ├── get_runs_tagged_test.go │ │ │ ├── get_tag_test.go │ │ │ ├── get_tags_test.go │ │ │ └── update_tag_test.go │ ├── auth │ │ ├── auth_config_based_test.go │ │ └── auth_oidc_based_test.go │ ├── chooser │ │ ├── get_current_test.go │ │ └── list_test.go │ ├── compatibility │ │ ├── aim_test.go │ │ └── mlflow_test.go │ ├── database │ │ ├── import_test.go │ │ ├── migrate_test.go │ │ ├── migrations │ │ │ ├── migrations_test.go │ │ │ ├── mlflow-postgres-7f2a7d5fae7d-v2.8.0.sql │ │ │ └── mlflow-sqlite-7f2a7d5fae7d-v2.8.0.sql │ │ ├── mlflow-7f2a7d5fae7d-v2.8.0.sql │ │ └── mlflow-c48cb773bb87-v1.16.0.sql │ ├── fixtures │ │ ├── app.go │ │ ├── artifact.go │ │ ├── base.go │ │ ├── context.go │ │ ├── dashboard.go │ │ ├── experiment.go │ │ ├── log.go │ │ ├── metric.go │ │ ├── namespace.go │ │ ├── param.go │ │ ├── project.go │ │ ├── roles.go │ │ ├── run.go │ │ ├── shared_tag.go │ │ └── tag.go │ ├── helpers │ │ ├── arrow.go │ │ ├── client.go │ │ ├── context.go │ │ ├── database.go │ │ ├── env.go │ │ ├── experiment.go │ │ ├── gs.go │ │ ├── namespace.go │ │ ├── oidc │ │ │ └── mock_server.go │ │ ├── run.go │ │ ├── s3.go │ │ ├── string.go │ │ ├── tag.go │ │ └── test.go │ └── mlflow │ │ ├── artifact │ │ ├── get_artifact_gs_test.go │ │ ├── get_artifact_local_test.go │ │ ├── get_artifact_s3_test.go │ │ ├── list_gs_test.go │ │ ├── list_local_test.go │ │ └── list_s3_test.go │ │ ├── experiment │ │ ├── create_test.go │ │ ├── delete_test.go │ │ ├── get_by_name_test.go │ │ ├── get_test.go │ │ ├── restore_test.go │ │ ├── search_test.go │ │ ├── set_experiment_tag_test.go │ │ └── update_test.go │ │ ├── metric │ │ ├── get_histories_test.go │ │ ├── get_history_bulk_test.go │ │ └── get_history_test.go │ │ ├── namespace │ │ ├── flows │ │ │ ├── artifact_test.go │ │ │ ├── experiment_test.go │ │ │ ├── metric_test.go │ │ │ └── run_test.go │ │ └── namespace_test.go │ │ └── run │ │ ├── create_test.go │ │ ├── delete_tag_test.go │ │ ├── delete_test.go │ │ ├── get_test.go │ │ ├── log_artifact_test.go │ │ ├── log_batch_test.go │ │ ├── log_metric_test.go │ │ ├── log_output_test.go │ │ ├── log_parameter_test.go │ │ ├── restore_test.go │ │ ├── search_test.go │ │ ├── set_tag_test.go │ │ └── update_test.go │ ├── mlflow-setup.py │ └── python │ ├── aim.patch │ ├── config.json │ ├── main.go │ └── mlflow.patch └── website ├── .gitignore ├── README.md ├── babel.config.js ├── docusaurus.config.js ├── package.json ├── sidebars.js ├── src ├── components │ └── Index │ │ ├── ContactUsSection │ │ ├── ContactUsSection.module.css │ │ ├── ContactUsSection.view.tsx │ │ └── index.ts │ │ ├── FeaturesSection │ │ ├── FeaturesSection.module.css │ │ ├── FeaturesSection.view.tsx │ │ └── index.ts │ │ ├── HeroSection │ │ ├── HeroSection.module.css │ │ ├── HeroSection.view.tsx │ │ └── index.ts │ │ └── QuickStartSection │ │ ├── QuickStartSection.module.css │ │ ├── QuickStartSection.view.tsx │ │ ├── index.ts │ │ └── quickstart-section.md ├── core │ ├── types │ │ ├── assets.d.ts │ │ └── index.ts │ └── utils │ │ └── index.ts ├── css │ ├── announcement-bar.css │ ├── global.css │ └── theming.css └── pages │ ├── Index │ ├── Index.view.tsx │ └── index.ts │ └── index.ts ├── static ├── favicon.ico ├── icons │ ├── github.svg │ ├── gr-oss.svg │ └── twitter.svg ├── images │ ├── drop-in.svg │ ├── fast.svg │ ├── github-banner.svg │ ├── modern-ui.svg │ └── project-social-preview.png ├── install.ps1 ├── install.sh └── logo │ ├── organization-dark.svg │ ├── organization-light.svg │ ├── organization.svg │ ├── project-icon-dark.svg │ ├── project-icon-light.svg │ ├── project-logo-dark.svg │ └── project-logo-light.svg ├── tsconfig.json └── yarn.lock /.devcontainer/.env: 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