├── .dockerignore ├── .gitbook.yaml ├── .github ├── ISSUE_TEMPLATE │ ├── bug_report.md │ └── feature_request.md ├── TRIAGE_LIST.md ├── actions │ ├── check-skip-tests │ │ └── action.yml │ └── get-semantic-release-version │ │ └── action.yml ├── auto_assign.yml ├── fork_workflows │ ├── fork_pr_integration_tests_aws.yml │ ├── fork_pr_integration_tests_gcp.yml │ └── fork_pr_integration_tests_snowflake.yml ├── issue_label_bot.yaml ├── pull_request_template.md ├── stale.yml └── workflows │ ├── build_wheels.yml │ ├── check_skip_tests.yml │ ├── deploy-website.yml │ ├── lint_pr.yml │ ├── linter.yml │ ├── master_only.yml │ ├── nightly-ci.yml │ ├── operator-e2e-integration-tests.yml │ ├── operator_pr.yml │ ├── pr_integration_tests.yml │ ├── pr_local_integration_tests.yml │ ├── pr_remote_rbac_integration_tests.yml │ ├── publish.yml │ ├── publish_helm_charts.yml │ ├── publish_images.yml │ ├── publish_python_sdk.yml │ ├── publish_web_ui.yml │ ├── registry-rest-api-tests.yml │ ├── release.yml │ ├── smoke_tests.yml │ ├── unit_tests.yml │ └── update_stable_branch.yml ├── .gitignore ├── .gitpod.Dockerfile ├── .gitpod.yml ├── .helmdocsignore ├── .pre-commit-config.yaml ├── .prow.yaml ├── .prow ├── config.yaml └── plugins.yaml ├── .readthedocs.yml ├── .releaserc.js ├── CHANGELOG.md ├── CLAUDE.md ├── CODEOWNERS ├── CODE_OF_CONDUCT.md ├── CONTRIBUTING.md ├── LICENSE ├── MANIFEST.in ├── Makefile ├── OWNERS ├── README.md ├── community ├── ADOPTERS.md ├── README.md ├── governance.md └── maintainers.md ├── docs ├── .gitbook │ └── assets │ │ ├── arch.png │ │ ├── basic-architecture-diagram (3) (3) (3) (3) (3) (3) (1) (1) (1) (1).svg │ │ ├── basic-architecture-diagram (3) (3) (3) (3) (3) (3) (1) (1) (1) (2) (1) (1).svg │ │ ├── basic-architecture-diagram (3) (3) (3) (3) (3) (3) (1) (1) (1) (2) (1) (2).svg │ │ ├── basic-architecture-diagram (3) (3) (3) (3) (3) (3) (1) (1) (1) (2) (1).svg │ │ ├── basic-architecture-diagram (3) (3) (3) (3) (3) (3) (1) (1) (1) (2) (2).svg │ │ ├── basic-architecture-diagram (3) (3) (3) (3) (3) (3) (1) (1) (1) (2).svg │ │ ├── basic-architecture-diagram (3) (3) (3) (3) (3) (3) (1) (1) (1) (3).svg │ │ ├── basic-architecture-diagram (3) (3) (3) (3) (3) (3) (1) (1) (1).svg │ │ ├── batch_retrieval_results.png │ │ ├── blank-diagram-4 (4) (4) (4) (4) (4) (4) (4) (4) (2) (1) (1) (1) (1) (1).svg │ │ ├── blank-diagram-4 (4) (4) (4) (4) (4) (4) (4) (4) (2) (1) (1) (1) (1) (2) (1) (1).svg │ │ ├── blank-diagram-4 (4) (4) (4) (4) (4) (4) (4) (4) (2) (1) (1) (1) (1) (2) (1) (2).svg │ │ ├── blank-diagram-4 (4) (4) (4) (4) (4) (4) (4) (4) (2) (1) (1) (1) (1) (2) (1) (3).svg │ │ ├── blank-diagram-4 (4) (4) (4) (4) (4) (4) (4) (4) (2) (1) (1) (1) (1) (2) (1).svg │ │ ├── blank-diagram-4 (4) (4) (4) (4) (4) (4) (4) (4) (2) (1) (1) (1) (1) (2) (2).svg │ │ ├── blank-diagram-4 (4) (4) (4) (4) (4) (4) (4) (4) (2) (1) (1) (1) (1) (2) (3).svg │ │ ├── blank-diagram-4 (4) (4) (4) (4) (4) (4) (4) (4) (2) (1) (1) (1) (1) (2).svg │ │ ├── blank-diagram-4 (4) (4) (4) (4) (4) (4) (4) (4) (2) (1) (1) (1) (1) (3).svg │ │ ├── blank-diagram-4 (4) (4) (4) (4) (4) (4) (4) (4) (2) (1) (1) (1) (1) (4).svg │ │ ├── blank-diagram-4 (4) (4) (4) (4) (4) (4) (4) (4) (2) (1) (1) (1) (1).svg │ │ ├── colab_logo_32px.png │ │ ├── concept_hierarchy (1) (1).png │ │ ├── concept_hierarchy (1).png │ │ ├── data-systems-fraud-2x.jpg │ │ ├── datastore_online_example (1).png │ │ ├── datastore_online_example.png │ │ ├── driver_dataframe.png │ │ ├── entity_dataframe.png │ │ ├── feast-architecture-diagrams (1) (1) (1) (2) (3) (4) (3) (1) (1) (1) (1) (1).svg │ │ ├── feast-architecture-diagrams (1) (1) (1) (2) (3) (4) (3) (1) (1) (1) (1) (2) (1) (1).svg │ │ ├── feast-architecture-diagrams (1) (1) (1) (2) (3) (4) (3) (1) (1) (1) (1) (2) (1) (2).svg │ │ ├── feast-architecture-diagrams (1) (1) (1) (2) (3) (4) (3) (1) (1) (1) (1) (2) (1) (3).svg │ │ ├── feast-architecture-diagrams (1) (1) (1) (2) (3) (4) (3) (1) (1) (1) (1) (2) (1) (4).svg │ │ ├── feast-architecture-diagrams (1) (1) (1) (2) (3) (4) (3) (1) (1) (1) (1) (2) (1) (5).svg │ │ ├── feast-architecture-diagrams (1) (1) (1) (2) (3) (4) (3) (1) (1) (1) (1) (2) (1) (6).svg │ │ ├── feast-architecture-diagrams (1) (1) (1) (2) (3) (4) (3) (1) (1) (1) (1) (2) (1).svg │ │ ├── feast-architecture-diagrams (1) (1) (1) (2) (3) (4) (3) (1) (1) (1) (1) (2) (2).svg │ │ ├── feast-architecture-diagrams (1) (1) (1) (2) (3) (4) (3) (1) (1) (1) (1) (2) (3).svg │ │ ├── feast-architecture-diagrams (1) (1) (1) (2) (3) (4) (3) (1) (1) (1) (1) (2) (4).svg │ │ ├── feast-architecture-diagrams (1) (1) (1) (2) (3) (4) (3) (1) (1) (1) (1) (2) (5).svg │ │ ├── feast-architecture-diagrams (1) (1) (1) (2) (3) (4) (3) (1) (1) (1) (1) (2) (6).svg │ │ ├── feast-architecture-diagrams (1) (1) (1) (2) (3) (4) (3) (1) (1) (1) (1) (2).svg │ │ ├── feast-architecture-diagrams (1) (1) (1) (2) (3) (4) (3) (1) (1) (1) (1) (3).svg │ │ ├── feast-architecture-diagrams (1) (1) (1) (2) (3) (4) (3) (1) (1) (1) (1) (4).svg │ │ ├── feast-architecture-diagrams (1) (1) (1) (2) (3) (4) (3) (1) (1) (1) (1) (5).svg │ │ ├── feast-architecture-diagrams (1) (1) (1) (2) (3) (4) (3) (1) (1) (1) (1) (6).svg │ │ ├── feast-architecture-diagrams (1) (1) (1) (2) (3) (4) (3) (1) (1) (1) (1) (7).svg │ │ ├── feast-architecture-diagrams (1) (1) (1) (2) (3) (4) (3) (1) (1) (1) (1).svg │ │ ├── feast-docs-overview-diagram-1.png │ │ ├── feast-docs-overview-diagram-1.svg │ │ ├── feast-docs-overview-diagram-2 (5) (1) (1).svg │ │ ├── feast-docs-overview-diagram-2 (5) (1) (2) (1) (1).svg │ │ ├── feast-docs-overview-diagram-2 (5) (1) (2) (1) (2).svg │ │ ├── feast-docs-overview-diagram-2 (5) (1) (2) (1) (3).svg │ │ ├── feast-docs-overview-diagram-2 (5) (1) (2) (1) (4).svg │ │ ├── feast-docs-overview-diagram-2 (5) (1) (2) (1) (5).svg │ │ ├── feast-docs-overview-diagram-2 (5) (1) (2) (1).svg │ │ ├── feast-docs-overview-diagram-2 (5) (1) (2) (2).svg │ │ ├── feast-docs-overview-diagram-2 (5) (1) (2) (3).svg │ │ ├── feast-docs-overview-diagram-2 (5) (1) (2) (4).svg │ │ ├── feast-docs-overview-diagram-2 (5) (1) (2) (5).svg │ │ ├── feast-docs-overview-diagram-2 (5) (1) (2).svg │ │ ├── feast-docs-overview-diagram-2 (5) (1) (3).svg │ │ ├── feast-docs-overview-diagram-2 (5) (1) (4).svg │ │ ├── feast-docs-overview-diagram-2 (5) (1) (5).svg │ │ ├── feast-docs-overview-diagram-2 (5) (1) (6).svg │ │ ├── feast-docs-overview-diagram-2 (5) (1).svg │ │ ├── feast-docs-overview-diagram.png │ │ ├── feast-docs-overview-diagram.svg │ │ ├── feast-hierarchy.png │ │ ├── feast-landing-page-blog-post-feature-df.png │ │ ├── feast-landing-page-blog-post-page-5 (1) (1) (1) (2) (2) (5) (7) (7) (3) (1).png │ │ ├── feast-landing-page-blog-post-page-5 (1) (1) (1) (2) (2) (5) (7) (7) (3) (2) (1) (1).png │ │ ├── feast-landing-page-blog-post-page-5 (1) (1) (1) (2) (2) (5) (7) (7) (3) (2) (1) (2).png │ │ ├── feast-landing-page-blog-post-page-5 (1) (1) (1) (2) (2) (5) (7) (7) (3) (2) (1) (3).png │ │ ├── feast-landing-page-blog-post-page-5 (1) (1) (1) (2) (2) (5) (7) (7) (3) (2) (1) (4).png │ │ ├── feast-landing-page-blog-post-page-5 (1) (1) (1) (2) (2) (5) (7) (7) (3) (2) (1) (5).png │ │ ├── feast-landing-page-blog-post-page-5 (1) (1) (1) (2) (2) (5) (7) (7) (3) (2) (1) (6).png │ │ ├── feast-landing-page-blog-post-page-5 (1) (1) (1) (2) (2) (5) (7) (7) (3) (2) (1).png │ │ ├── feast-landing-page-blog-post-page-5 (1) (1) (1) (2) (2) (5) (7) (7) (3) (2) (2).png │ │ ├── feast-landing-page-blog-post-page-5 (1) (1) (1) (2) (2) (5) (7) (7) (3) (2) (3).png │ │ ├── feast-landing-page-blog-post-page-5 (1) (1) (1) (2) (2) (5) (7) (7) (3) (2) (4).png │ │ ├── feast-landing-page-blog-post-page-5 (1) (1) (1) (2) (2) (5) (7) (7) (3) (2) (5).png │ │ ├── feast-landing-page-blog-post-page-5 (1) (1) (1) (2) (2) (5) (7) (7) (3) (2) (6).png │ │ ├── feast-landing-page-blog-post-page-5 (1) (1) (1) (2) (2) (5) (7) (7) (3) (2).png │ │ ├── feast-landing-page-blog-post-page-5 (1) (1) (1) (2) (2) (5) (7) (7) (3) (3).png │ │ ├── feast-landing-page-blog-post-page-5 (1) (1) (1) (2) (2) (5) (7) (7) (3) (4).png │ │ ├── feast-landing-page-blog-post-page-5 (1) (1) (1) (2) (2) (5) (7) (7) (3) (5).png │ │ ├── feast-landing-page-blog-post-page-5 (1) (1) (1) (2) (2) (5) (7) (7) (3) (6).png │ │ ├── feast-landing-page-blog-post-page-5 (1) (1) (1) (2) (2) (5) (7) (7) (3) (7).png │ │ ├── feast-landing-page-blog-post-page-5 (1) (1) (1) (2) (2) (5) (7) (7) (3).png │ │ ├── feast-marchitecture-211014.png │ │ ├── feast-on-aws-1-.png │ │ ├── feast-on-aws-2-.png │ │ ├── feast-on-aws-3- (2) (2) (2) (2) (2) (2) (2) (2) (2) (2) (2) (1).png │ │ ├── feast-on-aws-3- (2) (2) (2) (2) (2) (2) (2) (2) (2) (2) (2) (2) (1) (1).png │ │ ├── feast-on-aws-3- (2) (2) (2) (2) (2) (2) (2) (2) (2) (2) (2) (2) (1) (2).png │ │ ├── feast-on-aws-3- (2) (2) (2) (2) (2) (2) (2) (2) (2) (2) (2) (2) (1) (3).png │ │ ├── feast-on-aws-3- (2) (2) (2) (2) (2) (2) (2) (2) (2) (2) (2) (2) (1) (4).png │ │ ├── feast-on-aws-3- (2) (2) (2) (2) (2) (2) (2) (2) (2) (2) (2) (2) (1) (5).png │ │ ├── feast-on-aws-3- (2) (2) (2) (2) (2) (2) (2) (2) (2) (2) (2) (2) (1) (6).png │ │ ├── feast-on-aws-3- (2) (2) (2) (2) (2) (2) (2) (2) (2) (2) (2) (2) (1).png │ │ ├── feast-on-aws-3- (2) (2) (2) (2) (2) (2) (2) (2) (2) (2) (2) (2) (2).png │ │ ├── feast-on-aws-3- (2) (2) (2) (2) (2) (2) (2) (2) (2) (2) (2) (2) (3).png │ │ ├── feast-on-aws-3- (2) (2) (2) (2) (2) (2) (2) (2) (2) (2) (2) (2) (4).png │ │ ├── feast-on-aws-3- (2) (2) (2) (2) (2) (2) (2) (2) (2) (2) (2) (2) (5).png │ │ ├── feast-on-aws-3- (2) (2) (2) (2) (2) (2) (2) (2) (2) (2) (2) (2) (6).png │ │ ├── feast-on-aws-3- (2) (2) (2) (2) (2) (2) (2) (2) (2) (2) (2) (2).png │ │ ├── feast-on-aws-3- (2) (2) (2) (2) (2) (2) (2) (2) (2) (2) (2) (3).png │ │ ├── feast-on-aws-3- (2) (2) (2) (2) (2) (2) (2) (2) (2) (2) (2) (4).png │ │ ├── feast-on-aws-3- (2) (2) (2) (2) (2) (2) (2) (2) (2) (2) (2) (5).png │ │ ├── feast-on-aws-3- (2) (2) (2) (2) (2) (2) (2) (2) (2) (2) (2) (6).png │ │ ├── feast-on-aws-3- (2) (2) (2) (2) (2) (2) (2) (2) (2) (2) (2) (7).png │ │ ├── feast-on-aws-3- (2) (2) (2) (2) (2) (2) (2) (2) (2) (2) (2).png │ │ ├── feast-online-and-offline-store-data-model.png │ │ ├── feast_fraudlent_architecture.png │ │ ├── feast_hero_010.png │ │ ├── github-mark-32px.png │ │ ├── high_level_hierarchy_redis.png │ │ ├── image (1).png │ │ ├── image (10) (1) (1).png │ │ ├── image (10) (1).png │ │ ├── image (10).png │ │ ├── image (11).png │ │ ├── image (12).png │ │ ├── image (13).png │ │ ├── image (14).png │ │ ├── image (15).png │ │ ├── image (16).png │ │ ├── image (17).png │ │ ├── image (18).png │ │ ├── image (19).png │ │ ├── image (2) (3) (3) (3) (3) (3) (3) (3) (3) (3) (3) (3) (2) (1).png │ │ ├── image (2) (3) (3) (3) (3) (3) (3) (3) (3) (3) (3) (3) (2) (2) (1) (1).png │ │ ├── image (2) (3) (3) (3) (3) (3) (3) (3) (3) (3) (3) (3) (2) (2) (1) (2).png │ │ ├── image (2) (3) (3) (3) (3) (3) (3) (3) (3) (3) (3) (3) (2) (2) (1).png │ │ ├── image (2) (3) (3) (3) (3) (3) (3) (3) (3) (3) (3) (3) (2) (2) (2).png │ │ ├── image (2) (3) (3) (3) (3) (3) (3) (3) (3) (3) (3) (3) (2) (2).png │ │ ├── image (2) (3) (3) (3) (3) (3) (3) (3) (3) (3) (3) (3) (2) (3).png │ │ ├── image (2) (3) (3) (3) (3) (3) (3) (3) (3) (3) (3) (3) (2).png │ │ ├── image (2).png │ │ ├── image (20).png │ │ ├── image (21).png │ │ ├── image (22).png │ │ ├── image (23).png │ │ ├── image (24).png │ │ ├── image (25).png │ │ ├── image (26).png │ │ ├── image (27).png │ │ ├── image (28).png │ │ ├── image (29).png │ │ ├── image (3) (2) (2) (4) (4) (4) (4) (4) (4) (3) (1) (1).png │ │ ├── image (3) (2) (2) (4) (4) (4) (4) (4) (4) (3) (1) (2) (1) (1).png │ │ ├── image (3) (2) (2) (4) (4) (4) (4) (4) (4) (3) (1) (2) (1) (2).png │ │ ├── image (3) (2) (2) (4) (4) (4) (4) (4) (4) (3) (1) (2) (1) (3).png │ │ ├── image (3) (2) (2) (4) (4) (4) (4) (4) (4) (3) (1) (2) (1).png │ │ ├── image (3) (2) (2) (4) (4) (4) (4) (4) (4) (3) (1) (2) (2).png │ │ ├── image (3) (2) (2) (4) (4) (4) (4) (4) (4) (3) (1) (2) (3).png │ │ ├── image (3) (2) (2) (4) (4) (4) (4) (4) (4) (3) (1) (2).png │ │ ├── image (3) (2) (2) (4) (4) (4) (4) (4) (4) (3) (1) (3).png │ │ ├── image (3) (2) (2) (4) (4) (4) (4) (4) (4) (3) (1) (4).png │ │ ├── image (3) (2) (2) (4) (4) (4) (4) (4) (4) (3) (1).png │ │ ├── image (3).png │ │ ├── image (30).png │ │ ├── image (31).png │ │ ├── image (32).png │ │ ├── image (33).png │ │ ├── image (34).png │ │ ├── image (35).png │ │ ├── image (36).png │ │ ├── image (37).png │ │ ├── image (4) (2) (2) (2) (2) (2) (2) (2) (2) (2) (2) (2) (2) (2) (3) (3) (3) (3) (1).png │ │ ├── image (4) (2) (2) (2) (2) (2) (2) (2) (2) (2) (2) (2) (2) (2) (3) (3) (3) (3) (2) (1) (1).png │ │ ├── image (4) (2) (2) (2) (2) (2) (2) (2) (2) (2) (2) (2) (2) (2) (3) (3) (3) (3) (2) (1) (2).png │ │ ├── image (4) (2) (2) (2) (2) (2) (2) (2) (2) (2) (2) (2) (2) (2) (3) (3) (3) (3) (2) (1) (3).png │ │ ├── image (4) (2) (2) (2) (2) (2) (2) (2) (2) (2) (2) (2) (2) (2) (3) (3) (3) (3) (2) (1) (4).png │ │ ├── image (4) (2) (2) (2) (2) (2) (2) (2) (2) (2) (2) (2) (2) (2) (3) (3) (3) (3) (2) (1) (5).png │ │ ├── image (4) (2) (2) (2) (2) (2) (2) (2) (2) (2) (2) (2) (2) (2) (3) (3) (3) (3) (2) (1) (6).png │ │ ├── image (4) (2) (2) (2) (2) (2) (2) (2) (2) (2) (2) (2) (2) (2) (3) (3) (3) (3) (2) (1).png │ │ ├── image (4) (2) (2) (2) (2) (2) (2) (2) (2) (2) (2) (2) (2) (2) (3) (3) (3) (3) (2) (2).png │ │ ├── image (4) (2) (2) (2) (2) (2) (2) (2) (2) (2) (2) (2) (2) (2) (3) (3) (3) (3) (2) (3).png │ │ ├── image (4) (2) (2) (2) (2) (2) (2) (2) (2) (2) (2) (2) (2) (2) (3) (3) (3) (3) (2) (4).png │ │ ├── image (4) (2) (2) (2) (2) (2) (2) (2) (2) (2) (2) (2) (2) (2) (3) (3) (3) (3) (2) (5).png │ │ ├── image (4) (2) (2) (2) (2) (2) (2) (2) (2) (2) (2) (2) (2) (2) (3) (3) (3) (3) (2) (6).png │ │ ├── image (4) (2) (2) (2) (2) (2) (2) (2) (2) (2) (2) (2) (2) (2) (3) (3) (3) (3) (2).png │ │ ├── image (4) (2) (2) (2) (2) (2) (2) (2) (2) (2) (2) (2) (2) (2) (3) (3) (3) (3) (3).png │ │ ├── image (4) (2) (2) (2) (2) (2) (2) (2) (2) (2) (2) (2) (2) (2) (3) (3) (3) (3) (4).png │ │ ├── image (4) (2) (2) (2) (2) (2) (2) (2) (2) (2) (2) (2) (2) (2) (3) (3) (3) (3) (5).png │ │ ├── image (4) (2) (2) (2) (2) (2) (2) (2) (2) (2) (2) (2) (2) (2) (3) (3) (3) (3) (6).png │ │ ├── image (4) (2) (2) (2) (2) (2) (2) (2) (2) (2) (2) (2) (2) (2) (3) (3) (3) (3) (7).png │ │ ├── image (4) (2) (2) (2) (2) (2) (2) (2) (2) (2) (2) (2) (2) (2) (3) (3) (3) (3).png │ │ ├── image (4).png │ │ ├── image (5).png │ │ ├── image (6) (3) (3) (3) (3) (3) (3) (3) (3) (3) (2) (1) (1).png │ │ ├── image (6) (3) (3) (3) (3) (3) (3) (3) (3) (3) (2) (1) (2) (1) (1).png │ │ ├── image (6) (3) (3) (3) (3) (3) (3) (3) (3) (3) (2) (1) (2) (1) (2).png │ │ ├── image (6) (3) (3) (3) (3) (3) (3) (3) (3) (3) (2) (1) (2) (1) (3).png │ │ ├── image (6) (3) (3) (3) (3) (3) (3) (3) (3) (3) (2) (1) (2) (1) (4).png │ │ ├── image (6) (3) (3) (3) (3) (3) (3) (3) (3) (3) (2) (1) (2) (1) (5).png │ │ ├── image (6) (3) (3) (3) (3) (3) (3) (3) (3) (3) (2) (1) (2) (1) (6).png │ │ ├── image (6) (3) (3) (3) (3) (3) (3) (3) (3) (3) (2) (1) (2) (1) (7).png │ │ ├── image (6) (3) (3) (3) (3) (3) (3) (3) (3) (3) (2) (1) (2) (1).png │ │ ├── image (6) (3) (3) (3) (3) (3) (3) (3) (3) (3) (2) (1) (2) (2).png │ │ ├── image (6) (3) (3) (3) (3) (3) (3) (3) (3) (3) (2) (1) (2) (3).png │ │ ├── image (6) (3) (3) (3) (3) (3) (3) (3) (3) (3) (2) (1) (2) (4).png │ │ ├── image (6) (3) (3) (3) (3) (3) (3) (3) (3) (3) (2) (1) (2) (5).png │ │ ├── image (6) (3) (3) (3) (3) (3) (3) (3) (3) (3) (2) (1) (2) (6).png │ │ ├── image (6) (3) (3) (3) (3) (3) (3) (3) (3) (3) (2) (1) (2) (7).png │ │ ├── image (6) (3) (3) (3) (3) (3) (3) (3) (3) (3) (2) (1) (2).png │ │ ├── image (6) (3) (3) (3) (3) (3) (3) (3) (3) (3) (2) (1) (3).png │ │ ├── image (6) (3) (3) (3) (3) (3) (3) (3) (3) (3) (2) (1) (4).png │ │ ├── image (6) (3) (3) (3) (3) (3) (3) (3) (3) (3) (2) (1) (5).png │ │ ├── image (6) (3) (3) (3) (3) (3) (3) (3) (3) (3) (2) (1) (6).png │ │ ├── image (6) (3) (3) (3) (3) (3) (3) (3) (3) (3) (2) (1) (7).png │ │ ├── image (6) (3) (3) (3) (3) (3) (3) (3) (3) (3) (2) (1) (8).png │ │ ├── image (6) (3) (3) (3) (3) (3) (3) (3) (3) (3) (2) (1).png │ │ ├── image (6).png │ │ ├── image (7).png │ │ ├── image (8).png │ │ ├── image (9).png │ │ ├── image.png │ │ ├── joined_dataframe.png │ │ ├── online_retrieval_results.png │ │ ├── point_in_time_join (1) (2) (2) (3) (3) (3) (3) (1).png │ │ ├── point_in_time_join (1) (2) (2) (3) (3) (3) (3) (2) (1) (1).png │ │ ├── point_in_time_join (1) (2) (2) (3) (3) (3) (3) (2) (1) (2).png │ │ ├── point_in_time_join (1) (2) (2) (3) (3) (3) (3) (2) (1) (3).png │ │ ├── point_in_time_join (1) (2) (2) (3) (3) (3) (3) (2) (1) (4).png │ │ ├── point_in_time_join (1) (2) (2) (3) (3) (3) (3) (2) (1) (5).png │ │ ├── point_in_time_join (1) (2) (2) (3) (3) (3) (3) (2) (1) (6).png │ │ ├── point_in_time_join (1) (2) (2) (3) (3) (3) (3) (2) (1) (7).png │ │ ├── point_in_time_join (1) (2) (2) (3) (3) (3) (3) (2) (1).png │ │ ├── point_in_time_join (1) (2) (2) (3) (3) (3) (3) (2) (2).png │ │ ├── point_in_time_join (1) (2) (2) (3) (3) (3) (3) (2) (3).png │ │ ├── point_in_time_join (1) (2) (2) (3) (3) (3) (3) (2) (4).png │ │ ├── point_in_time_join (1) (2) (2) (3) (3) (3) (3) (2) (5).png │ │ ├── point_in_time_join (1) (2) (2) (3) (3) (3) (3) (2) (6).png │ │ ├── point_in_time_join (1) (2) (2) (3) (3) (3) (3) (2) (7).png │ │ ├── point_in_time_join (1) (2) (2) (3) (3) (3) (3) (2).png │ │ ├── point_in_time_join (1) (2) (2) (3) (3) (3) (3) (3).png │ │ ├── point_in_time_join (1) (2) (2) (3) (3) (3) (3) (4).png │ │ ├── point_in_time_join (1) (2) (2) (3) (3) (3) (3) (5).png │ │ ├── point_in_time_join (1) (2) (2) (3) (3) (3) (3) (6).png │ │ ├── point_in_time_join (1) (2) (2) (3) (3) (3) (3) (7).png │ │ ├── point_in_time_join (1) (2) (2) (3) (3) (3) (3) (8).png │ │ ├── point_in_time_join (1) (2) (2) (3) (3) (3) (3).png │ │ ├── redis_online_example (1).png │ │ ├── redis_online_example.png │ │ ├── ride-hailing.png │ │ ├── rsz_untitled23 (2) (2) (2) (3) (3) (3) (3) (3) (3) (3) (3) (3) (3) (3) (3) (3) (1).jpg │ │ ├── rsz_untitled23 (2) (2) (2) (3) (3) (3) (3) (3) (3) (3) (3) (3) (3) (3) (3) (3) (2) (1) (1).jpg │ │ ├── rsz_untitled23 (2) (2) (2) (3) (3) (3) (3) (3) (3) (3) (3) (3) (3) (3) (3) (3) (2) (1) (2).jpg │ │ ├── rsz_untitled23 (2) (2) (2) (3) (3) (3) (3) (3) (3) (3) (3) (3) (3) (3) (3) (3) (2) (1) (3).jpg │ │ ├── rsz_untitled23 (2) (2) (2) (3) (3) (3) (3) (3) (3) (3) (3) (3) (3) (3) (3) (3) (2) (1).jpg │ │ ├── rsz_untitled23 (2) (2) (2) (3) (3) (3) (3) (3) (3) (3) (3) (3) (3) (3) (3) (3) (2) (2).jpg │ │ ├── rsz_untitled23 (2) (2) (2) (3) (3) (3) (3) (3) (3) (3) (3) (3) (3) (3) (3) (3) (2) (3).jpg │ │ ├── rsz_untitled23 (2) (2) (2) (3) (3) (3) (3) (3) (3) (3) (3) (3) (3) (3) (3) (3) (2).jpg │ │ ├── rsz_untitled23 (2) (2) (2) (3) (3) (3) (3) (3) (3) (3) (3) (3) (3) (3) (3) (3) (3).jpg │ │ ├── rsz_untitled23 (2) (2) (2) (3) (3) (3) (3) (3) (3) (3) (3) (3) (3) (3) (3) (3) (4).jpg │ │ ├── rsz_untitled23 (2) (2) (2) (3) (3) (3) (3) (3) (3) (3) (3) (3) (3) (3) (3) (3).jpg │ │ ├── screen-shot-2021-08-23-at-2.35.18-pm.png │ │ ├── statistics-sources (1).png │ │ ├── statistics-sources (2) (1) (1).png │ │ ├── statistics-sources (2) (1) (2).png │ │ ├── statistics-sources (2) (1) (3).png │ │ ├── statistics-sources (2) (1) (4).png │ │ ├── statistics-sources (2) (1).png │ │ ├── statistics-sources (2) (2).png │ │ ├── statistics-sources (2) (3).png │ │ ├── statistics-sources (2) (4).png │ │ ├── statistics-sources (2).png │ │ ├── statistics-sources (3).png │ │ ├── statistics-sources (4).png │ │ ├── statistics-sources.png │ │ ├── untitled-23-.jpg │ │ ├── untitled-25-1- (2) (2) (2) (3) (3) (3) (3) (3) (3) (1) (1).jpg │ │ ├── untitled-25-1- (2) (2) (2) (3) (3) (3) (3) (3) (3) (1) (2) (1) (1).jpg │ │ ├── untitled-25-1- (2) (2) (2) (3) (3) (3) (3) (3) (3) (1) (2) (1) (2).jpg │ │ ├── untitled-25-1- (2) (2) (2) (3) (3) (3) (3) (3) (3) (1) (2) (1) (3).jpg │ │ ├── untitled-25-1- (2) (2) (2) (3) (3) (3) (3) (3) (3) (1) (2) (1) (4).jpg │ │ ├── untitled-25-1- (2) (2) (2) (3) (3) (3) (3) (3) (3) (1) (2) (1) (5).jpg │ │ ├── untitled-25-1- (2) (2) (2) (3) (3) (3) (3) (3) (3) (1) (2) (1) (6).jpg │ │ ├── untitled-25-1- (2) (2) (2) (3) (3) (3) (3) (3) (3) (1) (2) (1) (7).jpg │ │ ├── untitled-25-1- (2) (2) (2) (3) (3) (3) (3) (3) (3) (1) (2) (1).jpg │ │ ├── untitled-25-1- (2) (2) (2) (3) (3) (3) (3) (3) (3) (1) (2) (2).jpg │ │ ├── untitled-25-1- (2) (2) (2) (3) (3) (3) (3) (3) (3) (1) (2) (3).jpg │ │ ├── untitled-25-1- (2) (2) (2) (3) (3) (3) (3) (3) (3) (1) (2) (4).jpg │ │ ├── untitled-25-1- (2) (2) (2) (3) (3) (3) (3) (3) (3) (1) (2) (5).jpg │ │ ├── untitled-25-1- (2) (2) (2) (3) (3) (3) (3) (3) (3) (1) (2) (6).jpg │ │ ├── untitled-25-1- (2) (2) (2) (3) (3) (3) (3) (3) (3) (1) (2) (7).jpg │ │ ├── untitled-25-1- (2) (2) (2) (3) (3) (3) (3) (3) (3) (1) (2).jpg │ │ ├── untitled-25-1- (2) (2) (2) (3) (3) (3) (3) (3) (3) (1) (3).jpg │ │ ├── untitled-25-1- (2) (2) (2) (3) (3) (3) (3) (3) (3) (1) (4).jpg │ │ ├── untitled-25-1- (2) (2) (2) (3) (3) (3) (3) (3) (3) (1) (5).jpg │ │ ├── untitled-25-1- (2) (2) (2) (3) (3) (3) (3) (3) (3) (1) (6).jpg │ │ ├── untitled-25-1- (2) (2) (2) (3) (3) (3) (3) (3) (3) (1) (7).jpg │ │ ├── untitled-25-1- (2) (2) (2) (3) (3) (3) (3) (3) (3) (1) (8).jpg │ │ ├── untitled-25-1- (2) (2) (2) (3) (3) (3) (3) (3) (3) (1).jpg │ │ └── untitled-26-1-.jpg ├── README.md ├── SUMMARY.md ├── assets │ ├── feast-denormalized.png │ ├── feast_logo.png │ ├── feast_marchitecture.png │ ├── feast_model_inference_architecture.png │ ├── feast_persona_diagram.png │ └── protoc-gen-doc-markdown.tmpl ├── blog │ ├── README.md │ ├── a-state-of-feast.md │ ├── announcing-feast-0-11.md │ ├── faster-feature-transformations-in-feast.md │ ├── feast-0-10-announcement.md │ ├── feast-0-13-adds-on-demand-transforms-feature-servers-and-feature-views-without-entities.md │ ├── feast-0-14-adds-aws-lambda-feature-servers.md │ ├── feast-0-18-adds-snowflake-support-and-data-quality-monitoring.md │ ├── feast-0-20-adds-api-and-connector-improvements.md │ ├── feast-benchmarks.md │ ├── feast-joins-the-linux-foundation-for-ai-data.md │ ├── feast-release-0-12-adds-aws-redshift-and-dynamodb-stores.md │ ├── feast-supports-vector-database.md │ ├── go-feature-server-benchmarks.md │ ├── how-danny-chiao-is-keeping-feast-simple.md │ ├── kubeflow-and-feast-with-david-aronchick.md │ ├── machine-learning-data-stack-for-real-time-fraud-prediction-using-feast-on-gcp.md │ ├── performance-test-for-python-based-feast-feature-server.md │ ├── rbac-role-based-access-controls.md │ ├── streaming-feature-engineering-with-denormalized.md │ ├── the-future-of-feast.md │ ├── the-road-to-feast-1-0.md │ └── what-is-a-feature-store.md ├── changelogs │ └── Groups_Namespaces_Auth_implmentation_summary.md ├── community.md ├── getting-started │ ├── architecture │ │ ├── README.md │ │ ├── feature-transformation.md │ │ ├── language.md │ │ ├── model-inference.md │ │ ├── overview.md │ │ ├── push-vs-pull-model.md │ │ ├── rbac.jpg │ │ ├── rbac.md │ │ └── write-patterns.md │ ├── components │ │ ├── README.md │ │ ├── authz_manager.md │ │ ├── compute-engine.md │ │ ├── feature-server.md │ │ ├── offline-store.md │ │ ├── online-store.md │ │ ├── open-telemetry.md │ │ ├── overview.md │ │ ├── provider.md │ │ ├── registry.md │ │ └── stream-processor.md │ ├── concepts │ │ ├── README.md │ │ ├── batch-feature-view.md │ │ ├── data-ingestion.md │ │ ├── dataset.md │ │ ├── entity.md │ │ ├── feast-types.md │ │ ├── feature-repo.md │ │ ├── feature-retrieval.md │ │ ├── feature-view.md │ │ ├── overview.md │ │ ├── permission.md │ │ ├── point-in-time-joins.md │ │ ├── project.md │ │ ├── stream-feature-view.md │ │ ├── tags.md │ │ └── tiling.md │ ├── faq.md │ ├── genai.md │ ├── quickstart.md │ ├── third-party-integrations.md │ └── use-cases.md ├── how-to-guides │ ├── adding-or-reusing-tests.md │ ├── customizing-feast │ │ ├── README.md │ │ ├── adding-a-new-offline-store.md │ │ ├── adding-support-for-a-new-online-store.md │ │ ├── creating-a-custom-compute-engine.md │ │ └── creating-a-custom-provider.md │ ├── entity-reserialization-of-from-v2-to-v3.md │ ├── feast-snowflake-gcp-aws │ │ ├── README.md │ │ ├── build-a-training-dataset.md │ │ ├── create-a-feature-repository.md │ │ ├── deploy-a-feature-store.md │ │ ├── install-feast.md │ │ ├── load-data-into-the-online-store.md │ │ └── read-features-from-the-online-store.md │ ├── production-kube.png │ ├── production-lambda.png │ ├── production-simple.png │ ├── production-spark-bytewax.png │ ├── production-spark.png │ ├── running-feast-in-production.md │ ├── scaling-feast.md │ ├── starting-feast-servers-tls-mode.md │ └── structuring-repos.md ├── project │ ├── compatibility.md │ ├── contributing.md │ ├── development-guide.md │ ├── feast-0.9-vs-feast-0.10+.md │ ├── maintainers.md │ ├── new_branch_part_1.png │ ├── new_branch_part_2.png │ ├── new_branch_part_3.png │ ├── new_branch_part_4.png │ ├── new_branch_part_5.png │ ├── release-process.md │ └── versioning-policy.md ├── reference │ ├── alpha-vector-database.md │ ├── alpha-web-ui.md │ ├── auth │ │ ├── kubernetes_auth_setup.md │ │ └── user_token_provisioning.md │ ├── beta-on-demand-feature-view.md │ ├── codebase-structure.md │ ├── compute-engine │ │ ├── README.md │ │ ├── feature_dag.png │ │ ├── lambda.md │ │ ├── ray.md │ │ ├── snowflake.md │ │ └── spark.md │ ├── data-sources │ │ ├── README.md │ │ ├── bigquery.md │ │ ├── clickhouse.md │ │ ├── couchbase.md │ │ ├── file.md │ │ ├── kafka.md │ │ ├── kinesis.md │ │ ├── mssql.md │ │ ├── overview.md │ │ ├── postgres.md │ │ ├── push.md │ │ ├── redshift.md │ │ ├── snowflake.md │ │ ├── spark.md │ │ ├── table-formats.md │ │ └── trino.md │ ├── denormalized.md │ ├── dqm.md │ ├── feast-cli-commands.md │ ├── feast-ignore.md │ ├── feature-repository.md │ ├── feature-repository │ │ ├── README.md │ │ ├── feast-ignore.md │ │ ├── feature-store-yaml.md │ │ └── registration-inferencing.md │ ├── feature-servers │ │ ├── README.md │ │ ├── go-feature-server.md │ │ ├── offline-feature-server.md │ │ ├── python-feature-server.md │ │ └── registry-server.md │ ├── feature-store-yaml.md │ ├── offline-stores │ │ ├── README.md │ │ ├── bigquery.md │ │ ├── clickhouse.md │ │ ├── couchbase.md │ │ ├── dask.md │ │ ├── duckdb.md │ │ ├── hybrid.md │ │ ├── mssql.md │ │ ├── overview.md │ │ ├── postgres.md │ │ ├── ray.md │ │ ├── redshift.md │ │ ├── remote-offline-store.md │ │ ├── snowflake.md │ │ ├── spark.md │ │ └── trino.md │ ├── online-stores │ │ ├── README.md │ │ ├── bigtable.md │ │ ├── cassandra.md │ │ ├── couchbase.md │ │ ├── datastore.md │ │ ├── dragonfly.md │ │ ├── dynamodb.md │ │ ├── elasticsearch.md │ │ ├── hazelcast.md │ │ ├── hybrid.md │ │ ├── ikv.md │ │ ├── milvus.md │ │ ├── mysql.md │ │ ├── overview.md │ │ ├── postgres.md │ │ ├── qdrant.md │ │ ├── redis.md │ │ ├── remote.md │ │ ├── scylladb.md │ │ ├── singlestore.md │ │ ├── snowflake.md │ │ └── sqlite.md │ ├── providers │ │ ├── README.md │ │ ├── amazon-web-services.md │ │ ├── azure.md │ │ ├── google-cloud-platform.md │ │ └── local.md │ ├── registries │ │ ├── README.md │ │ ├── gcs.md │ │ ├── hdfs.md │ │ ├── local.md │ │ ├── metadata.md │ │ ├── remote.md │ │ ├── s3.md │ │ ├── snowflake.md │ │ └── sql.md │ ├── registry │ │ └── registry-permissions.md │ ├── type-system.md │ └── ui.png ├── roadmap.md ├── specs │ ├── datastore_online_example (1) (1).png │ ├── datastore_online_example (1).png │ ├── datastore_online_example.monopic │ ├── datastore_online_example.png │ ├── dynamodb_online_example.monopic │ ├── dynamodb_online_example.png │ ├── firebase_online_example.monopic │ ├── firebase_online_example.png │ ├── high_level_hierarchy_redis.png │ ├── offline_store_format.md │ ├── online_store_format.md │ ├── redis_online_example (1) (1).png │ ├── redis_online_example (1).png │ └── redis_online_example.png └── tutorials │ ├── azure │ ├── README.md │ ├── data │ │ └── data_generator.py │ ├── deployment │ │ ├── fs_sqldb_azuredeploy.json │ │ └── fs_synapse_azuredeploy.json │ ├── media │ │ ├── arch.png │ │ ├── ci-kernel.png │ │ ├── ci.png │ │ ├── feast-overview.png │ │ └── feast-tutorial-arch.png │ ├── notebooks │ │ ├── feature_repo │ │ │ └── feature_store.yaml │ │ ├── part1-load-data.ipynb │ │ ├── part2-register-features.ipynb │ │ ├── part3-train-and-deploy-with-feast.ipynb │ │ └── src │ │ │ └── score.py │ └── sql │ │ ├── create_cx_profile_table.sql │ │ ├── create_drivers_table.sql │ │ ├── create_orders_table.sql │ │ ├── load_cx_profile_data.sql │ │ ├── load_drivers_data.sql │ │ └── load_orders_data.sql │ ├── building-streaming-features.md │ ├── rag-with-docling.md │ ├── tutorials-overview │ ├── README.md │ ├── driver-ranking-with-feast.md │ ├── driver-stats-on-snowflake.md │ ├── fraud-detection.md │ └── real-time-credit-scoring-on-aws.md │ └── validating-historical-features.md ├── environment-setup.md ├── examples ├── README.md ├── credit-risk-end-to-end │ ├── 01_Credit_Risk_Data_Prep.ipynb │ ├── 02_Deploying_the_Feature_Store.ipynb │ ├── 03_Credit_Risk_Model_Training.ipynb │ ├── 04_Credit_Risk_Model_Serving.ipynb │ ├── 05_Credit_Risk_Cleanup.ipynb │ ├── README.md │ └── requirements.txt ├── java-demo │ ├── README.md │ ├── feature_repo │ │ ├── __init__.py │ │ ├── application-override.yaml │ │ ├── data │ │ │ └── driver_stats_with_string.parquet │ │ ├── driver_repo.py │ │ ├── feature_store.yaml │ │ ├── test.py │ │ └── test_python_fetch.py │ └── redis-screenshot.png ├── kind-quickstart │ ├── 01-Install.ipynb │ ├── 02-Client.ipynb │ ├── 03-Uninstall.ipynb │ ├── README.md │ ├── client │ │ ├── __init__.py │ │ └── feature_store.yaml │ ├── init-job.yaml │ ├── postgres │ │ └── postgres.yaml │ └── src │ │ ├── __init__.py │ │ └── utils.py ├── mcp_feature_store │ ├── README.md │ └── feature_store.yaml ├── online_store │ ├── milvus_tutorial │ │ ├── README.md │ │ ├── docker-compose.yml │ │ ├── feature_store.yaml │ │ └── milvus_example.py │ └── pgvector_tutorial │ │ ├── README.md │ │ ├── docker-compose.yml │ │ ├── feature_store.yaml │ │ ├── init-scripts │ │ └── 01-init-pgvector.sql │ │ └── pgvector_example.py ├── operator-postgres-tls-demo │ ├── .gitignore │ ├── 01-Install-postgres-tls-using-helm.ipynb │ ├── 02-Install-feast.ipynb │ ├── 03-Uninstall.ipynb │ └── README.md ├── operator-quickstart │ ├── .gitignore │ ├── 01-Install.ipynb │ ├── 02-Demo.ipynb │ ├── 03-Uninstall.ipynb │ ├── README.md │ ├── feast.yaml │ ├── postgres.yaml │ └── redis.yaml ├── operator-rbac-openshift-tls │ ├── 1-setup-operator-rbac.ipynb │ ├── 2-client-rbac-test-pod.ipynb │ ├── 3-uninstall.ipynb │ ├── README.md │ ├── client │ │ ├── admin_user_deployment_tls.yaml │ │ ├── feature_repo │ │ │ ├── feature_store.yaml │ │ │ └── test.py │ │ ├── readonly_user_deployment_tls.yaml │ │ └── unauthorized_user_deployment_tls.yaml │ ├── permissions_apply.py │ └── permissions_with_groups_namespaces.py ├── operator-rbac │ ├── .gitignore │ ├── 04-uninstall.ipynb │ ├── 1-setup-operator-rbac.ipynb │ ├── 2-client-rbac-test-pod.ipynb │ ├── 3-client-rbac-test-local.ipynb │ ├── README.md │ ├── client │ │ ├── admin_user_deployment.yaml │ │ ├── feature_repo │ │ │ ├── feature_store.yaml │ │ │ └── test.py │ │ ├── readonly_user_deployment.yaml │ │ └── unauthorized_user_deployment.yaml │ └── permissions_apply.py ├── podman_local │ ├── README.md │ ├── __init__.py │ ├── client │ │ └── feature_repo │ │ │ ├── feature_store.yaml │ │ │ └── test.py │ ├── docker-compose.yml │ ├── feature_repo │ │ ├── __init__.py │ │ ├── data │ │ │ └── driver_stats.parquet │ │ ├── example_repo.py │ │ └── feature_store.yaml │ └── podman.png ├── python-helm-demo │ ├── README.md │ ├── feature_repo │ │ ├── __init__.py │ │ ├── data │ │ │ └── driver_stats_with_string.parquet │ │ ├── driver_repo.py │ │ └── feature_store.yaml.template │ ├── minio-dev.yaml │ ├── minio.env │ ├── online_feature_store.yaml.template │ ├── redis-screenshot.png │ └── test │ │ ├── feature_store.yaml │ │ └── test_python_fetch.py ├── quickstart │ └── quickstart.ipynb ├── rag-docling │ ├── README.md │ ├── docling-demo.ipynb │ ├── docling-quickstart.ipynb │ └── feature_repo │ │ ├── data │ │ └── metadata_samples.parquet │ │ ├── example_repo.py │ │ └── feature_store.yaml ├── rag-retriever │ ├── README.md │ ├── feature_repo │ │ ├── feature_store.yaml │ │ └── ragproject_repo.py │ ├── images │ │ └── FeastRagRetriever.png │ └── rag_feast.ipynb ├── rag │ ├── README.md │ ├── __init__.py │ ├── feature_repo │ │ ├── __init__.py │ │ ├── data │ │ │ └── city_wikipedia_summaries_with_embeddings.parquet │ │ ├── example_repo.py │ │ ├── feature_store.yaml │ │ └── test_workflow.py │ └── milvus-quickstart.ipynb ├── rbac-local │ ├── 01.1-start-keycloak.ipynb │ ├── 01.2-setup-keycloak.ipynb │ ├── 01.3-setup-feast.ipynb │ ├── 02-registry_server.ipynb │ ├── 03-online_server.ipynb │ ├── 04-offline_server.ipynb │ ├── README.md │ ├── client.ipynb │ └── client │ │ └── feature_store.yaml ├── rbac-remote │ ├── README.md │ ├── cleanup_feast.sh │ ├── client │ │ ├── k8s │ │ │ ├── admin_user_resources.yaml │ │ │ ├── feature_repo │ │ │ │ ├── feature_store.yaml │ │ │ │ └── test.py │ │ │ ├── readonly_user_resources.yaml │ │ │ └── unauthorized_user_resources.yaml │ │ └── oidc │ │ │ ├── admin_user_resources.yaml │ │ │ ├── feature_repo │ │ │ ├── feature_store.yaml │ │ │ └── test.py │ │ │ ├── readonly_user_resources.yaml │ │ │ └── unauthorized_user_resources.yaml │ ├── demo.jpg │ ├── deployment.png │ ├── install_feast.sh │ └── server │ │ ├── feature_repo │ │ ├── example_repo.py │ │ ├── feature_store.yaml │ │ └── permissions_apply.py │ │ ├── k8s │ │ ├── feature_store_offline.yaml │ │ ├── feature_store_online.yaml │ │ ├── feature_store_registry.yaml │ │ └── server_resources.yaml │ │ └── oidc │ │ ├── feature_store_offline.yaml │ │ ├── feature_store_online.yaml │ │ └── feature_store_registry.yaml ├── remote-offline-store │ ├── README.md │ ├── offline_client │ │ ├── __init__.py │ │ ├── feature_store.yaml │ │ └── test.py │ └── offline_server │ │ ├── __init__.py │ │ └── feature_repo │ │ ├── __init__.py │ │ ├── data │ │ ├── driver_stats.parquet │ │ └── online_store.db │ │ ├── example_repo.py │ │ └── feature_store.yaml └── rhoai-quickstart │ ├── README.md │ └── feast-demo-quickstart.ipynb ├── go.mod ├── go.sum ├── go ├── README.md ├── __init__.py ├── embedded │ └── online_features.go ├── infra │ └── docker │ │ ├── feature-server │ │ └── Dockerfile │ │ └── otel │ │ ├── compose.yaml │ │ ├── otel-collector-config.yaml │ │ └── prometheus.yaml ├── internal │ ├── __init__.py │ ├── feast │ │ ├── __init__.py │ │ ├── errors.go │ │ ├── featurestore.go │ │ ├── featurestore_test.go │ │ ├── model │ │ │ ├── basefeatureview.go │ │ │ ├── entity.go │ │ │ ├── featureservice.go │ │ │ ├── featureview.go │ │ │ ├── featureviewprojection.go │ │ │ ├── field.go │ │ │ └── ondemandfeatureview.go │ │ ├── onlineserving │ │ │ ├── serving.go │ │ │ └── serving_test.go │ │ ├── onlinestore │ │ │ ├── dynamodbonlinestore.go │ │ │ ├── dynamodbonlinestore_test.go │ │ │ ├── onlinestore.go │ │ │ ├── onlinestore_test.go │ │ │ ├── redisonlinestore.go │ │ │ ├── redisonlinestore_test.go │ │ │ ├── sqliteonlinestore.go │ │ │ └── sqliteonlinestore_test.go │ │ ├── registry │ │ │ ├── local.go │ │ │ ├── registry.go │ │ │ ├── registry_test.go │ │ │ ├── registrystore.go │ │ │ ├── repoconfig.go │ │ │ ├── repoconfig_test.go │ │ │ └── s3.go │ │ ├── server │ │ │ ├── grpc_server.go │ │ │ ├── grpc_server_test.go │ │ │ ├── http_server.go │ │ │ ├── http_server_test.go │ │ │ ├── logging │ │ │ │ ├── featureserviceschema.go │ │ │ │ ├── featureserviceschema_test.go │ │ │ │ ├── filelogsink.go │ │ │ │ ├── logger.go │ │ │ │ ├── logger_test.go │ │ │ │ ├── memorybuffer.go │ │ │ │ ├── memorybuffer_test.go │ │ │ │ ├── offlinestoresink.go │ │ │ │ └── service.go │ │ │ └── server_commons.go │ │ └── transformation │ │ │ ├── transformation.go │ │ │ └── transformation_service.go │ └── test │ │ ├── feature_repo │ │ ├── __init__.py │ │ ├── driver_stats.parquet │ │ ├── example.py │ │ └── feature_store.yaml │ │ ├── flexible_coyote │ │ └── feature_repo │ │ │ └── data │ │ │ └── online_store_for_pg.db │ │ └── go_integration_test_utils.go ├── main.go ├── main_test.go └── types │ ├── typeconversion.go │ └── typeconversion_test.go ├── infra ├── charts │ ├── feast-feature-server │ │ ├── .helmignore │ │ ├── Chart.yaml │ │ ├── README.md │ │ ├── README.md.gotmpl │ │ ├── opentelemetry.md │ │ ├── samples │ │ │ ├── instrumentation.yaml │ │ │ ├── otel-collector.yaml │ │ │ ├── otel-sm.yaml │ │ │ ├── prometheus.yaml │ │ │ ├── rbac.yaml │ │ │ ├── service-monitor.yaml │ │ │ └── workflow.png │ │ ├── templates │ │ │ ├── _helpers.tpl │ │ │ ├── deployment.yaml │ │ │ ├── route.yaml │ │ │ └── service.yaml │ │ └── values.yaml │ └── feast │ │ ├── .helmignore │ │ ├── Chart.yaml │ │ ├── README.md │ │ ├── README.md.gotmpl │ │ ├── charts │ │ ├── feature-server │ │ │ ├── Chart.yaml │ │ │ ├── README.md │ │ │ ├── templates │ │ │ │ ├── _helpers.tpl │ │ │ │ ├── _ingress.yaml │ │ │ │ ├── configmap.yaml │ │ │ │ ├── deployment.yaml │ │ │ │ ├── ingress.yaml │ │ │ │ ├── secret.yaml │ │ │ │ └── service.yaml │ │ │ └── values.yaml │ │ ├── redis-10.5.6.tgz │ │ └── transformation-service │ │ │ ├── Chart.yaml │ │ │ ├── README.md │ │ │ ├── config │ │ │ └── feature_store.yaml │ │ │ ├── templates │ │ │ ├── _helpers.tpl │ │ │ ├── deployment.yaml │ │ │ └── service.yaml │ │ │ └── values.yaml │ │ ├── requirements.yaml │ │ └── values.yaml ├── feast-operator │ ├── .dockerignore │ ├── .gitignore │ ├── .golangci.yml │ ├── Dockerfile │ ├── Makefile │ ├── PROJECT │ ├── README.md │ ├── api │ │ ├── feastversion │ │ │ └── version.go │ │ └── v1alpha1 │ │ │ ├── featurestore_types.go │ │ │ ├── groupversion_info.go │ │ │ └── zz_generated.deepcopy.go │ ├── bundle.Dockerfile │ ├── bundle │ │ ├── manifests │ │ │ ├── feast-operator-controller-manager-metrics-service_v1_service.yaml │ │ │ ├── feast-operator-featurestore-editor-role_rbac.authorization.k8s.io_v1_clusterrole.yaml │ │ │ ├── feast-operator-featurestore-viewer-role_rbac.authorization.k8s.io_v1_clusterrole.yaml │ │ │ ├── feast-operator-metrics-reader_rbac.authorization.k8s.io_v1_clusterrole.yaml │ │ │ ├── feast-operator.clusterserviceversion.yaml │ │ │ └── feast.dev_featurestores.yaml │ │ ├── metadata │ │ │ └── annotations.yaml │ │ └── tests │ │ │ └── scorecard │ │ │ └── config.yaml │ ├── cmd │ │ └── main.go │ ├── config │ │ ├── component_metadata.yaml │ │ ├── crd │ │ │ ├── bases │ │ │ │ └── feast.dev_featurestores.yaml │ │ │ ├── kustomization.yaml │ │ │ └── kustomizeconfig.yaml │ │ ├── default │ │ │ ├── kustomization.yaml │ │ │ ├── manager_config_patch.yaml │ │ │ ├── manager_metrics_patch.yaml │ │ │ ├── metrics_service.yaml │ │ │ ├── related_image_fs_patch.tmpl │ │ │ └── related_image_fs_patch.yaml │ │ ├── manager │ │ │ ├── kustomization.yaml │ │ │ └── manager.yaml │ │ ├── manifests │ │ │ ├── bases │ │ │ │ └── feast-operator.clusterserviceversion.yaml │ │ │ └── kustomization.yaml │ │ ├── overlays │ │ │ ├── odh │ │ │ │ ├── delete-namespace.yaml │ │ │ │ ├── kustomization.yaml │ │ │ │ ├── params.env │ │ │ │ └── params.yaml │ │ │ └── rhoai │ │ │ │ ├── delete-namespace.yaml │ │ │ │ ├── kustomization.yaml │ │ │ │ ├── params.env │ │ │ │ └── params.yaml │ │ ├── prometheus │ │ │ ├── kustomization.yaml │ │ │ └── monitor.yaml │ │ ├── rbac │ │ │ ├── featurestore_editor_role.yaml │ │ │ ├── featurestore_viewer_role.yaml │ │ │ ├── kustomization.yaml │ │ │ ├── leader_election_role.yaml │ │ │ ├── leader_election_role_binding.yaml │ │ │ ├── metrics_auth_role.yaml │ │ │ ├── metrics_auth_role_binding.yaml │ │ │ ├── metrics_reader_role.yaml │ │ │ ├── role.yaml │ │ │ ├── role_binding.yaml │ │ │ └── service_account.yaml │ │ ├── samples │ │ │ ├── kustomization.yaml │ │ │ ├── v1alpha1_featurestore.yaml │ │ │ ├── v1alpha1_featurestore_all_openshift_non_tls.yaml │ │ │ ├── v1alpha1_featurestore_all_remote_servers.yaml │ │ │ ├── v1alpha1_featurestore_db_persistence.yaml │ │ │ ├── v1alpha1_featurestore_gcs.yaml │ │ │ ├── v1alpha1_featurestore_git.yaml │ │ │ ├── v1alpha1_featurestore_git_repopath.yaml │ │ │ ├── v1alpha1_featurestore_git_token.yaml │ │ │ ├── v1alpha1_featurestore_init.yaml │ │ │ ├── v1alpha1_featurestore_kubernetes_auth.yaml │ │ │ ├── v1alpha1_featurestore_objectstore_persistence.yaml │ │ │ ├── v1alpha1_featurestore_oidc_auth.yaml │ │ │ ├── v1alpha1_featurestore_postgres_db_volumes_tls.yaml │ │ │ ├── v1alpha1_featurestore_postgres_tls_volumes_ca_env.yaml │ │ │ ├── v1alpha1_featurestore_pvc_persistence.yaml │ │ │ ├── v1alpha1_featurestore_services_loglevel.yaml │ │ │ └── v1alpha1_featurestore_with_ui.yaml │ │ └── scorecard │ │ │ ├── bases │ │ │ └── config.yaml │ │ │ ├── kustomization.yaml │ │ │ └── patches │ │ │ ├── basic.config.yaml │ │ │ └── olm.config.yaml │ ├── dist │ │ ├── install.yaml │ │ └── operator-e2e-tests │ ├── docs │ │ ├── api │ │ │ └── markdown │ │ │ │ └── ref.md │ │ ├── crd-ref-templates │ │ │ ├── config.yaml │ │ │ └── markdown │ │ │ │ ├── gv_details.tpl │ │ │ │ ├── gv_list.tpl │ │ │ │ ├── type.tpl │ │ │ │ └── type_members.tpl │ │ └── namespace-registry.md │ ├── go.mod │ ├── go.sum │ ├── hack │ │ └── boilerplate.go.txt │ ├── internal │ │ └── controller │ │ │ ├── authz │ │ │ ├── authz.go │ │ │ └── authz_types.go │ │ │ ├── featurestore_controller.go │ │ │ ├── featurestore_controller_cronjob_test.go │ │ │ ├── featurestore_controller_db_store_test.go │ │ │ ├── featurestore_controller_ephemeral_test.go │ │ │ ├── featurestore_controller_kubernetes_auth_test.go │ │ │ ├── featurestore_controller_loglevel_test.go │ │ │ ├── featurestore_controller_namespace_registry_test.go │ │ │ ├── featurestore_controller_objectstore_test.go │ │ │ ├── featurestore_controller_oidc_auth_test.go │ │ │ ├── featurestore_controller_pvc_test.go │ │ │ ├── featurestore_controller_test.go │ │ │ ├── featurestore_controller_test_utils_test.go │ │ │ ├── featurestore_controller_tls_test.go │ │ │ ├── featurestore_controller_volume_volumemount_test.go │ │ │ ├── handler │ │ │ ├── handler.go │ │ │ └── handler_types.go │ │ │ ├── services │ │ │ ├── client.go │ │ │ ├── cronjob.go │ │ │ ├── namespace_registry.go │ │ │ ├── repo_config.go │ │ │ ├── repo_config_test.go │ │ │ ├── services.go │ │ │ ├── services_test.go │ │ │ ├── services_types.go │ │ │ ├── suite_test.go │ │ │ ├── tls.go │ │ │ ├── tls_test.go │ │ │ └── util.go │ │ │ └── suite_test.go │ └── test │ │ ├── api │ │ ├── featurestore_types_test.go │ │ └── suite_test.go │ │ ├── data-source-types │ │ ├── data-source-types.py │ │ └── data_source_types_test.go │ │ ├── e2e │ │ ├── e2e_suite_test.go │ │ └── e2e_test.go │ │ ├── e2e_rhoai │ │ ├── e2e_suite_test.go │ │ ├── feast_postupgrade_test.go │ │ ├── feast_preupgrade_test.go │ │ ├── feast_wb_connection_integration_test.go │ │ ├── feast_wb_milvus_test.go │ │ └── resources │ │ │ ├── custom-nb.yaml │ │ │ ├── feast-test.ipynb │ │ │ ├── feast-wb-connection-credit-scoring.ipynb │ │ │ ├── feast_kube_auth.yaml │ │ │ ├── feature_repo │ │ │ ├── __init__.py │ │ │ ├── example_repo.py │ │ │ └── feature_store.yaml │ │ │ ├── permissions.py │ │ │ └── pvc.yaml │ │ ├── previous-version │ │ ├── previous_version_suite_test.go │ │ └── previous_version_test.go │ │ ├── testdata │ │ └── feast_integration_test_crs │ │ │ ├── feast.yaml │ │ │ ├── postgres.yaml │ │ │ ├── redis.yaml │ │ │ ├── v1alpha1_default_featurestore.yaml │ │ │ └── v1alpha1_remote_registry_featurestore.yaml │ │ ├── upgrade │ │ ├── upgrade_suite_test.go │ │ └── upgrade_test.go │ │ └── utils │ │ ├── notebook_util.go │ │ ├── test_util.go │ │ └── utils.go ├── scripts │ ├── cleanup_ci.py │ ├── compile-templates.py │ ├── download-maven-cache.sh │ ├── feature_store_client_configs_gen.py │ ├── generate_protos.py │ ├── helm │ │ ├── install-helm.sh │ │ ├── push-helm-charts.sh │ │ ├── validate-helm-chart-publish.sh │ │ └── validate-helm-chart-versions.sh │ ├── install-google-cloud-sdk.sh │ ├── install-helm.sh │ ├── pixi │ │ ├── .gitattributes │ │ ├── .gitignore │ │ ├── pixi.lock │ │ └── pixi.toml │ ├── publish-docker-image.sh │ ├── publish-java-sdk.sh │ ├── redis-cluster.sh │ ├── release-patch.sh │ ├── release │ │ ├── bump_file_versions.py │ │ ├── files_to_bump.txt │ │ └── unset_prerelease.py │ ├── setup-common-functions.sh │ ├── test-end-to-end.sh │ ├── test-java-serving.sh │ └── validate-release.sh ├── templates │ └── README.md.jinja2 ├── terraform │ ├── aws │ │ ├── README.md │ │ ├── eks.tf │ │ ├── emr.tf │ │ ├── helm.tf │ │ ├── iam.tf │ │ ├── msk.tf │ │ ├── online_store.tf │ │ ├── outputs.tf │ │ ├── rds.tf │ │ ├── s3.tf │ │ └── variables.tf │ ├── azure │ │ ├── README.md │ │ ├── aks.tf │ │ ├── helm.tf │ │ ├── kafka.tf │ │ ├── provider.tf │ │ ├── redis.tf │ │ ├── sparkop.tf │ │ ├── storage.tf │ │ ├── variables.tf │ │ └── vnet.tf │ └── gcp │ │ ├── README.md │ │ ├── dataproc.tf │ │ ├── feast.tf │ │ ├── gke.tf │ │ ├── iam.tf │ │ ├── online_store.tf │ │ ├── provider.tf │ │ └── variables.tf └── website │ ├── README.md │ ├── astro.config.mjs │ ├── docs │ └── blog │ │ ├── feast-ray-distributed-processing.md │ │ ├── future-of-feast.md │ │ ├── kubeflow-fraud-detection-e2e.md │ │ ├── rag-with-feast.md │ │ ├── road-to-feast-1-0.md │ │ └── what-is-a-feature-store.md │ ├── package-lock.json │ ├── package.json │ ├── public │ ├── CNAME │ ├── favicon.svg │ └── images │ │ ├── blog │ │ ├── Storage.svg │ │ ├── data-workflow.svg │ │ ├── feast_ray_architecture.png │ │ ├── feature-store-components.svg │ │ ├── feature-store-diagram.svg │ │ ├── feature-store-feature-image.webp │ │ ├── key-benefit.svg │ │ ├── kubeflow-fraud-detection-e2e-cover.jpg │ │ ├── kubeflow-fraud-detection-e2e-pipeline.png │ │ ├── milvus-rag.png │ │ ├── monitoring.svg │ │ ├── registry.svg │ │ ├── road2.png │ │ ├── rocket.png │ │ ├── serving-2.svg │ │ ├── serving-feature-store-1.svg │ │ ├── space.jpg │ │ ├── storage-2.svg │ │ ├── transformation-1.svg │ │ └── what-is-a-feature-store.png │ │ ├── feast_icon-black.png │ │ └── logos │ │ ├── ClickHouse.svg │ │ ├── MSSQL.svg │ │ ├── adyen.png │ │ ├── azure_synapse.png │ │ ├── bigquery.png │ │ ├── bigtable.png │ │ ├── capital_one.png │ │ ├── cassandra.png │ │ ├── castai.png │ │ ├── cloudflare.png │ │ ├── couchbase.svg │ │ ├── dask.svg │ │ ├── discord.png │ │ ├── dragonfly.svg │ │ ├── duckdb.png │ │ ├── dynamodb.avif │ │ ├── expedia.png │ │ ├── experian.webp │ │ ├── hazelcast.png │ │ ├── hello_fresh.png │ │ ├── ibm.png │ │ ├── milvus.png │ │ ├── mysql.svg │ │ ├── nvidia.png │ │ ├── postgres.png │ │ ├── postgres.webp │ │ ├── qdrant.svg │ │ ├── red_hat.png │ │ ├── redis.png │ │ ├── redshift.png │ │ ├── robinhood.png │ │ ├── salesforce.png │ │ ├── scylladb.svg │ │ ├── seatgeek.svg │ │ ├── shopify.png │ │ ├── singlestore.png │ │ ├── snowflake.png │ │ ├── spark.png │ │ ├── sqlite.png │ │ ├── trino.png │ │ ├── twitter.webp │ │ └── walmart.png │ ├── src │ ├── components │ │ └── Navigation.astro │ ├── env.d.ts │ ├── layouts │ │ ├── BaseLayout.astro │ │ └── BlogLayout.astro │ ├── pages │ │ ├── blog │ │ │ ├── [slug].astro │ │ │ └── index.astro │ │ └── index.astro │ ├── scripts │ │ └── ridgeline.js │ └── styles │ │ └── global.css │ └── tsconfig.json ├── java ├── .gitignore ├── CONTRIBUTING.md ├── README.md ├── coverage │ └── pom.xml ├── datatypes │ ├── README.md │ ├── pom.xml │ └── src │ │ └── main │ │ └── proto │ │ └── feast ├── infra │ └── docker │ │ └── feature-server │ │ ├── Dockerfile │ │ └── Dockerfile.dev ├── pom.xml ├── serving-client │ ├── pom.xml │ └── src │ │ ├── main │ │ └── java │ │ │ └── dev │ │ │ └── feast │ │ │ ├── FeastClient.java │ │ │ ├── RequestUtil.java │ │ │ ├── Row.java │ │ │ └── SecurityConfig.java │ │ └── test │ │ └── java │ │ └── dev │ │ └── feast │ │ ├── FeastClientTest.java │ │ └── RequestUtilTest.java └── serving │ ├── .dockerignore │ ├── .gitignore │ ├── README.md │ ├── pom.xml │ └── src │ ├── main │ ├── java │ │ └── feast │ │ │ └── serving │ │ │ ├── ServingGuiceApplication.java │ │ │ ├── connectors │ │ │ ├── Feature.java │ │ │ ├── OnlineRetriever.java │ │ │ ├── ProtoFeature.java │ │ │ └── redis │ │ │ │ ├── common │ │ │ │ ├── RedisHashDecoder.java │ │ │ │ └── RedisKeyGenerator.java │ │ │ │ └── retriever │ │ │ │ ├── EntityKeySerializer.java │ │ │ │ ├── EntityKeySerializerV2.java │ │ │ │ ├── RedisClient.java │ │ │ │ ├── RedisClientAdapter.java │ │ │ │ ├── RedisClusterClient.java │ │ │ │ ├── RedisClusterStoreConfig.java │ │ │ │ ├── RedisOnlineRetriever.java │ │ │ │ └── RedisStoreConfig.java │ │ │ ├── exception │ │ │ └── SpecRetrievalException.java │ │ │ ├── registry │ │ │ ├── AzureRegistryFile.java │ │ │ ├── GSRegistryFile.java │ │ │ ├── LocalRegistryFile.java │ │ │ ├── Registry.java │ │ │ ├── RegistryFile.java │ │ │ ├── RegistryRepository.java │ │ │ └── S3RegistryFile.java │ │ │ ├── service │ │ │ ├── FeatureUtil.java │ │ │ ├── OnlineServingServiceV2.java │ │ │ ├── OnlineTransformationService.java │ │ │ ├── ServingServiceV2.java │ │ │ ├── TransformationService.java │ │ │ ├── config │ │ │ │ ├── ApplicationProperties.java │ │ │ │ ├── ApplicationPropertiesModule.java │ │ │ │ ├── InstrumentationConfigModule.java │ │ │ │ ├── RegistryConfigModule.java │ │ │ │ ├── ServerModule.java │ │ │ │ └── ServingServiceV2Module.java │ │ │ ├── controller │ │ │ │ └── HealthServiceController.java │ │ │ ├── grpc │ │ │ │ └── OnlineServingGrpcServiceV2.java │ │ │ └── interceptors │ │ │ │ ├── GrpcMonitoringContext.java │ │ │ │ └── GrpcMonitoringInterceptor.java │ │ │ └── util │ │ │ ├── Metrics.java │ │ │ └── RequestHelper.java │ └── resources │ │ ├── application.yml │ │ ├── banner.txt │ │ └── log4j2.xml │ └── test │ ├── java │ └── feast │ │ └── serving │ │ ├── it │ │ ├── ServingBaseTests.java │ │ ├── ServingBenchmarkIT.java │ │ ├── ServingEnvironment.java │ │ ├── ServingRedisAzureRegistryIT.java │ │ ├── ServingRedisGSRegistryIT.java │ │ ├── ServingRedisLocalRegistryIT.java │ │ ├── ServingRedisS3RegistryIT.java │ │ ├── TestUtils.java │ │ └── TransformationServiceIT.java │ │ ├── service │ │ ├── FeaturesTest.java │ │ └── OnlineServingServiceTest.java │ │ └── util │ │ ├── DataGenerator.java │ │ └── RequestHelperTest.java │ └── resources │ ├── application-it.properties │ ├── docker-compose │ ├── docker-compose-redis-it.yml │ └── feast10 │ │ ├── Dockerfile │ │ ├── definitions.py │ │ ├── entrypoint.sh │ │ ├── feature_store.yaml │ │ ├── materialize.py │ │ └── setup_it.py │ └── mockito-extensions │ └── org.mockito.plugins.MockMaker ├── protos ├── README.md └── feast │ ├── core │ ├── Aggregation.proto │ ├── DataFormat.proto │ ├── DataSource.proto │ ├── DatastoreTable.proto │ ├── Entity.proto │ ├── Feature.proto │ ├── FeatureService.proto │ ├── FeatureTable.proto │ ├── FeatureView.proto │ ├── FeatureViewProjection.proto │ ├── InfraObject.proto │ ├── OnDemandFeatureView.proto │ ├── Permission.proto │ ├── Policy.proto │ ├── Project.proto │ ├── Registry.proto │ ├── SavedDataset.proto │ ├── SqliteTable.proto │ ├── Store.proto │ ├── StreamFeatureView.proto │ ├── Transformation.proto │ └── ValidationProfile.proto │ ├── registry │ └── RegistryServer.proto │ ├── serving │ ├── Connector.proto │ ├── GrpcServer.proto │ ├── ServingService.proto │ └── TransformationService.proto │ ├── storage │ └── Redis.proto │ ├── third_party │ └── grpc │ │ └── health │ │ └── v1 │ │ └── HealthService.proto │ └── types │ ├── EntityKey.proto │ ├── Field.proto │ └── Value.proto ├── pyproject.toml ├── sdk └── python │ ├── .gitignore │ ├── README.md │ ├── docs │ ├── Makefile │ ├── conf.py │ ├── index.rst │ ├── requirements.txt │ └── source │ │ ├── conf.py │ │ ├── feast.api.registry.rest.rst │ │ ├── feast.api.registry.rst │ │ ├── feast.api.rst │ │ ├── feast.cli.rst │ │ ├── feast.diff.rst │ │ ├── feast.dqm.profilers.rst │ │ ├── feast.dqm.rst │ │ ├── feast.embedded_go.rst │ │ ├── feast.infra.common.rst │ │ ├── feast.infra.compute_engines.algorithms.rst │ │ ├── feast.infra.compute_engines.kubernetes.rst │ │ ├── feast.infra.compute_engines.local.backends.rst │ │ ├── feast.infra.compute_engines.local.rst │ │ ├── feast.infra.compute_engines.rst │ │ ├── feast.infra.compute_engines.snowflake.rst │ │ ├── feast.infra.compute_engines.spark.rst │ │ ├── feast.infra.contrib.rst │ │ ├── feast.infra.feature_servers.local_process.rst │ │ ├── feast.infra.feature_servers.multicloud.rst │ │ ├── feast.infra.feature_servers.rst │ │ ├── feast.infra.materialization.contrib.rst │ │ ├── feast.infra.materialization.kubernetes.rst │ │ ├── feast.infra.materialization.rst │ │ ├── feast.infra.mcp_servers.rst │ │ ├── feast.infra.offline_stores.contrib.athena_offline_store.rst │ │ ├── feast.infra.offline_stores.contrib.athena_offline_store.tests.rst │ │ ├── feast.infra.offline_stores.contrib.clickhouse_offline_store.rst │ │ ├── feast.infra.offline_stores.contrib.clickhouse_offline_store.tests.rst │ │ ├── feast.infra.offline_stores.contrib.couchbase_offline_store.rst │ │ ├── feast.infra.offline_stores.contrib.couchbase_offline_store.tests.rst │ │ ├── feast.infra.offline_stores.contrib.mssql_offline_store.rst │ │ ├── feast.infra.offline_stores.contrib.mssql_offline_store.tests.rst │ │ ├── feast.infra.offline_stores.contrib.postgres_offline_store.rst │ │ ├── feast.infra.offline_stores.contrib.postgres_offline_store.tests.rst │ │ ├── feast.infra.offline_stores.contrib.rst │ │ ├── feast.infra.offline_stores.contrib.spark_offline_store.rst │ │ ├── feast.infra.offline_stores.contrib.spark_offline_store.tests.rst │ │ ├── feast.infra.offline_stores.contrib.trino_offline_store.connectors.rst │ │ ├── feast.infra.offline_stores.contrib.trino_offline_store.rst │ │ ├── feast.infra.offline_stores.contrib.trino_offline_store.test_config.rst │ │ ├── feast.infra.offline_stores.contrib.trino_offline_store.tests.rst │ │ ├── feast.infra.offline_stores.rst │ │ ├── feast.infra.online_stores.cassandra_online_store.rst │ │ ├── feast.infra.online_stores.contrib.cassandra_online_store.rst │ │ ├── feast.infra.online_stores.contrib.couchbase_online_store.rst │ │ ├── feast.infra.online_stores.contrib.hazelcast_online_store.rst │ │ ├── feast.infra.online_stores.contrib.hbase_online_store.rst │ │ ├── feast.infra.online_stores.contrib.ikv_online_store.rst │ │ ├── feast.infra.online_stores.contrib.mysql_online_store.rst │ │ ├── feast.infra.online_stores.contrib.rst │ │ ├── feast.infra.online_stores.couchbase_online_store.rst │ │ ├── feast.infra.online_stores.elasticsearch_online_store.rst │ │ ├── feast.infra.online_stores.hazelcast_online_store.rst │ │ ├── feast.infra.online_stores.hbase_online_store.rst │ │ ├── feast.infra.online_stores.ikv_online_store.rst │ │ ├── feast.infra.online_stores.milvus_online_store.rst │ │ ├── feast.infra.online_stores.mysql_online_store.rst │ │ ├── feast.infra.online_stores.postgres_online_store.rst │ │ ├── feast.infra.online_stores.qdrant_online_store.rst │ │ ├── feast.infra.online_stores.rst │ │ ├── feast.infra.registry.contrib.azure.rst │ │ ├── feast.infra.registry.contrib.rst │ │ ├── feast.infra.registry.rst │ │ ├── feast.infra.rst │ │ ├── feast.infra.transformation_servers.rst │ │ ├── feast.infra.utils.clickhouse.rst │ │ ├── feast.infra.utils.couchbase.rst │ │ ├── feast.infra.utils.postgres.rst │ │ ├── feast.infra.utils.rst │ │ ├── feast.infra.utils.snowflake.registry.rst │ │ ├── feast.infra.utils.snowflake.rst │ │ ├── feast.infra.utils.snowflake.snowpark.rst │ │ ├── feast.lineage.rst │ │ ├── feast.loaders.rst │ │ ├── feast.permissions.auth.rst │ │ ├── feast.permissions.client.rst │ │ ├── feast.permissions.rst │ │ ├── feast.permissions.server.rst │ │ ├── feast.protos.feast.core.rst │ │ ├── feast.protos.feast.registry.rst │ │ ├── feast.protos.feast.rst │ │ ├── feast.protos.feast.serving.rst │ │ ├── feast.protos.feast.storage.rst │ │ ├── feast.protos.feast.types.rst │ │ ├── feast.protos.rst │ │ ├── feast.rst │ │ ├── feast.transformation.rst │ │ ├── feast.ui.rst │ │ ├── index.rst │ │ └── modules.rst │ ├── feast │ ├── __init__.py │ ├── aggregation │ │ ├── __init__.py │ │ └── tiling │ │ │ ├── __init__.py │ │ │ ├── base.py │ │ │ ├── orchestrator.py │ │ │ └── tile_subtraction.py │ ├── api │ │ ├── __init__.py │ │ └── registry │ │ │ ├── __init__.py │ │ │ └── rest │ │ │ ├── __init__.py │ │ │ ├── codegen_utils.py │ │ │ ├── data_sources.py │ │ │ ├── entities.py │ │ │ ├── feature_services.py │ │ │ ├── feature_views.py │ │ │ ├── features.py │ │ │ ├── lineage.py │ │ │ ├── metrics.py │ │ │ ├── permissions.py │ │ │ ├── projects.py │ │ │ ├── rest_registry_server.py │ │ │ ├── rest_utils.py │ │ │ ├── saved_datasets.py │ │ │ ├── search.py │ │ │ └── templates │ │ │ ├── data_source_template.jinja2 │ │ │ ├── entity_template.jinja2 │ │ │ ├── feature_service_template.jinja2 │ │ │ ├── feature_template.jinja2 │ │ │ ├── feature_view_template.jinja2 │ │ │ ├── push_source_template.jinja2 │ │ │ ├── request_source_template.jinja2 │ │ │ └── saved_dataset_template.jinja2 │ ├── arrow_error_handler.py │ ├── base_feature_view.py │ ├── batch_feature_view.py │ ├── cli │ │ ├── __init__.py │ │ ├── cli.py │ │ ├── cli_options.py │ │ ├── cli_utils.py │ │ ├── data_sources.py │ │ ├── entities.py │ │ ├── feature_services.py │ │ ├── feature_views.py │ │ ├── features.py │ │ ├── on_demand_feature_views.py │ │ ├── permissions.py │ │ ├── projects.py │ │ ├── saved_datasets.py │ │ ├── serve.py │ │ ├── stream_feature_views.py │ │ ├── ui.py │ │ └── validation_references.py │ ├── constants.py │ ├── data_format.py │ ├── data_source.py │ ├── dataframe.py │ ├── diff │ │ ├── __init__.py │ │ ├── infra_diff.py │ │ ├── property_diff.py │ │ └── registry_diff.py │ ├── document_labeling.py │ ├── dqm │ │ ├── __init__.py │ │ ├── errors.py │ │ └── profilers │ │ │ ├── __init__.py │ │ │ ├── ge_profiler.py │ │ │ └── profiler.py │ ├── driver_test_data.py │ ├── embedded_go │ │ ├── __init__.py │ │ ├── online_features_service.py │ │ └── type_map.py │ ├── entity.py │ ├── errors.py │ ├── feast_object.py │ ├── feature.py │ ├── feature_logging.py │ ├── feature_server.py │ ├── feature_service.py │ ├── feature_store.py │ ├── feature_view.py │ ├── feature_view_projection.py │ ├── feature_view_utils.py │ ├── field.py │ ├── file_utils.py │ ├── flags_helper.py │ ├── grpc_error_interceptor.py │ ├── image_utils.py │ ├── importer.py │ ├── inference.py │ ├── infra │ │ ├── __init__.py │ │ ├── common │ │ │ ├── __init__.py │ │ │ ├── materialization_job.py │ │ │ ├── retrieval_task.py │ │ │ └── serde.py │ │ ├── compute_engines │ │ │ ├── __init__.py │ │ │ ├── algorithms │ │ │ │ ├── __init__.py │ │ │ │ └── topo.py │ │ │ ├── aws_lambda │ │ │ │ ├── Dockerfile │ │ │ │ ├── app.py │ │ │ │ └── lambda_engine.py │ │ │ ├── backends │ │ │ │ ├── __init__.py │ │ │ │ ├── base.py │ │ │ │ ├── factory.py │ │ │ │ ├── pandas_backend.py │ │ │ │ └── polars_backend.py │ │ │ ├── base.py │ │ │ ├── dag │ │ │ │ ├── README.md │ │ │ │ ├── context.py │ │ │ │ ├── model.py │ │ │ │ ├── node.py │ │ │ │ ├── plan.py │ │ │ │ └── value.py │ │ │ ├── feature_builder.py │ │ │ ├── feature_resolver.py │ │ │ ├── kubernetes │ │ │ │ ├── Dockerfile │ │ │ │ ├── __init__.py │ │ │ │ ├── k8s_engine.py │ │ │ │ ├── k8s_materialization_job.py │ │ │ │ ├── k8s_materialization_task.py │ │ │ │ └── main.py │ │ │ ├── local │ │ │ │ ├── README.md │ │ │ │ ├── __init__.py │ │ │ │ ├── arrow_table_value.py │ │ │ │ ├── compute.py │ │ │ │ ├── feature_builder.py │ │ │ │ ├── job.py │ │ │ │ ├── local_node.py │ │ │ │ └── nodes.py │ │ │ ├── ray │ │ │ │ ├── __init__.py │ │ │ │ ├── compute.py │ │ │ │ ├── config.py │ │ │ │ ├── feature_builder.py │ │ │ │ ├── job.py │ │ │ │ ├── nodes.py │ │ │ │ └── utils.py │ │ │ ├── snowflake │ │ │ │ ├── __init__.py │ │ │ │ ├── snowflake_engine.py │ │ │ │ └── snowflake_materialization_job.py │ │ │ ├── spark │ │ │ │ ├── __init__.py │ │ │ │ ├── compute.py │ │ │ │ ├── feature_builder.py │ │ │ │ ├── job.py │ │ │ │ ├── nodes.py │ │ │ │ └── utils.py │ │ │ └── utils.py │ │ ├── contrib │ │ │ ├── __init__.py │ │ │ ├── grpc_server.py │ │ │ ├── spark_kafka_processor.py │ │ │ └── stream_processor.py │ │ ├── feature_servers │ │ │ ├── __init__.py │ │ │ ├── base_config.py │ │ │ ├── local_process │ │ │ │ ├── __init__.py │ │ │ │ └── config.py │ │ │ └── multicloud │ │ │ │ ├── Dockerfile │ │ │ │ ├── Dockerfile.dev │ │ │ │ ├── __init__.py │ │ │ │ ├── offline │ │ │ │ ├── .gitignore │ │ │ │ ├── Dockerfile.binary │ │ │ │ ├── Dockerfile.binary.release │ │ │ │ ├── Dockerfile.builder.yarn │ │ │ │ ├── Dockerfile.builder.yum │ │ │ │ ├── Dockerfile.sdist │ │ │ │ ├── Dockerfile.sdist.release │ │ │ │ ├── artifacts.lock.yaml │ │ │ │ ├── hermeto-generic-artifacts.sh │ │ │ │ ├── offline-binary-build.sh │ │ │ │ ├── offline-binary-release-build.sh │ │ │ │ ├── offline-build.sh │ │ │ │ ├── offline-release-build.sh │ │ │ │ └── rpms.lock.yaml │ │ │ │ └── requirements.txt │ │ ├── infra_object.py │ │ ├── key_encoding_utils.py │ │ ├── mcp_servers │ │ │ ├── __init__.py │ │ │ ├── mcp_config.py │ │ │ └── mcp_server.py │ │ ├── offline_stores │ │ │ ├── __init__.py │ │ │ ├── bigquery.py │ │ │ ├── bigquery_source.py │ │ │ ├── contrib │ │ │ │ ├── __init__.py │ │ │ │ ├── athena_offline_store │ │ │ │ │ ├── __init__.py │ │ │ │ │ ├── athena.py │ │ │ │ │ ├── athena_source.py │ │ │ │ │ └── tests │ │ │ │ │ │ ├── __init__.py │ │ │ │ │ │ └── data_source.py │ │ │ │ ├── athena_repo_configuration.py │ │ │ │ ├── clickhouse_offline_store │ │ │ │ │ ├── __init__.py │ │ │ │ │ ├── clickhouse.py │ │ │ │ │ ├── clickhouse_source.py │ │ │ │ │ └── tests │ │ │ │ │ │ ├── __init__.py │ │ │ │ │ │ └── data_source.py │ │ │ │ ├── clickhouse_repo_configuration.py │ │ │ │ ├── couchbase_columnar_repo_configuration.py │ │ │ │ ├── couchbase_offline_store │ │ │ │ │ ├── __init__.py │ │ │ │ │ ├── couchbase.py │ │ │ │ │ ├── couchbase_source.py │ │ │ │ │ └── tests │ │ │ │ │ │ ├── __init__.py │ │ │ │ │ │ └── data_source.py │ │ │ │ ├── mssql_offline_store │ │ │ │ │ ├── __init__.py │ │ │ │ │ ├── mssql.py │ │ │ │ │ ├── mssqlserver_source.py │ │ │ │ │ └── tests │ │ │ │ │ │ ├── __init__.py │ │ │ │ │ │ └── data_source.py │ │ │ │ ├── mssql_repo_configuration.py │ │ │ │ ├── postgres_offline_store │ │ │ │ │ ├── __init__.py │ │ │ │ │ ├── postgres.py │ │ │ │ │ ├── postgres_source.py │ │ │ │ │ └── tests │ │ │ │ │ │ ├── __init__.py │ │ │ │ │ │ └── data_source.py │ │ │ │ ├── postgres_repo_configuration.py │ │ │ │ ├── ray_offline_store │ │ │ │ │ ├── __init__.py │ │ │ │ │ ├── ray.py │ │ │ │ │ └── tests │ │ │ │ │ │ ├── __init__.py │ │ │ │ │ │ └── test_ray_integration.py │ │ │ │ ├── ray_repo_configuration.py │ │ │ │ ├── spark_offline_store │ │ │ │ │ ├── __init__.py │ │ │ │ │ ├── spark.py │ │ │ │ │ ├── spark_source.py │ │ │ │ │ └── tests │ │ │ │ │ │ ├── __init__.py │ │ │ │ │ │ └── data_source.py │ │ │ │ ├── spark_repo_configuration.py │ │ │ │ ├── trino_offline_store │ │ │ │ │ ├── README.md │ │ │ │ │ ├── __init__.py │ │ │ │ │ ├── connectors │ │ │ │ │ │ ├── __init__.py │ │ │ │ │ │ └── upload.py │ │ │ │ │ ├── test_config │ │ │ │ │ │ ├── __init__.py │ │ │ │ │ │ ├── manual_tests.py │ │ │ │ │ │ └── properties │ │ │ │ │ │ │ └── memory.properties │ │ │ │ │ ├── tests │ │ │ │ │ │ ├── __init__.py │ │ │ │ │ │ ├── catalog │ │ │ │ │ │ │ └── memory.properties │ │ │ │ │ │ └── data_source.py │ │ │ │ │ ├── trino.py │ │ │ │ │ ├── trino_queries.py │ │ │ │ │ ├── trino_source.py │ │ │ │ │ └── trino_type_map.py │ │ │ │ └── trino_repo_configuration.py │ │ │ ├── dask.py │ │ │ ├── duckdb.py │ │ │ ├── file_source.py │ │ │ ├── hybrid_offline_store.py │ │ │ ├── ibis.py │ │ │ ├── offline_store.py │ │ │ ├── offline_utils.py │ │ │ ├── redshift.py │ │ │ ├── redshift_source.py │ │ │ ├── remote.py │ │ │ ├── snowflake.py │ │ │ └── snowflake_source.py │ │ ├── online_stores │ │ │ ├── __init__.py │ │ │ ├── bigtable.py │ │ │ ├── cassandra_online_store │ │ │ │ ├── README.md │ │ │ │ ├── __init__.py │ │ │ │ ├── cassandra_online_store.py │ │ │ │ └── cassandra_repo_configuration.py │ │ │ ├── couchbase_online_store │ │ │ │ ├── README.md │ │ │ │ ├── __init__.py │ │ │ │ ├── couchbase.py │ │ │ │ └── couchbase_repo_configuration.py │ │ │ ├── datastore.py │ │ │ ├── dynamodb.py │ │ │ ├── elasticsearch_online_store │ │ │ │ ├── __init__.py │ │ │ │ ├── elasticsearch.py │ │ │ │ └── elasticsearch_repo_configuration.py │ │ │ ├── faiss_online_store.py │ │ │ ├── hazelcast_online_store │ │ │ │ ├── README.md │ │ │ │ ├── __init__.py │ │ │ │ ├── hazelcast_online_store.py │ │ │ │ └── hazelcast_repo_configuration.py │ │ │ ├── hbase_online_store │ │ │ │ ├── README.md │ │ │ │ ├── __init__.py │ │ │ │ ├── hbase.py │ │ │ │ └── hbase_repo_configuration.py │ │ │ ├── helpers.py │ │ │ ├── hybrid_online_store │ │ │ │ ├── hybrid_online_store.py │ │ │ │ └── hybrid_online_store_repo_configuration.py │ │ │ ├── ikv_online_store │ │ │ │ ├── __init__.py │ │ │ │ └── ikv.py │ │ │ ├── milvus_online_store │ │ │ │ ├── __init__.py │ │ │ │ ├── milvus.py │ │ │ │ └── milvus_repo_configuration.py │ │ │ ├── mysql_online_store │ │ │ │ ├── README.md │ │ │ │ ├── __init__.py │ │ │ │ ├── mysql.py │ │ │ │ └── mysql_repo_configuration.py │ │ │ ├── online_store.py │ │ │ ├── postgres_online_store │ │ │ │ ├── __init__.py │ │ │ │ ├── pgvector_repo_configuration.py │ │ │ │ ├── postgres.py │ │ │ │ └── postgres_repo_configuration.py │ │ │ ├── qdrant_online_store │ │ │ │ ├── __init__.py │ │ │ │ ├── qdrant.py │ │ │ │ └── qdrant_repo_configuration.py │ │ │ ├── redis.py │ │ │ ├── remote.py │ │ │ ├── singlestore_online_store │ │ │ │ ├── singlestore.py │ │ │ │ └── singlestore_repo_configuration.py │ │ │ ├── snowflake.py │ │ │ ├── sqlite.py │ │ │ └── vector_store.py │ │ ├── passthrough_provider.py │ │ ├── provider.py │ │ ├── ray_initializer.py │ │ ├── ray_shared_utils.py │ │ ├── registry │ │ │ ├── __init__.py │ │ │ ├── base_registry.py │ │ │ ├── caching_registry.py │ │ │ ├── contrib │ │ │ │ ├── __init__.py │ │ │ │ ├── azure │ │ │ │ │ ├── __init__.py │ │ │ │ │ └── azure_registry_store.py │ │ │ │ └── hdfs │ │ │ │ │ ├── __init__.py │ │ │ │ │ └── hdfs_registry_store.py │ │ │ ├── file.py │ │ │ ├── gcs.py │ │ │ ├── proto_registry_utils.py │ │ │ ├── registry.py │ │ │ ├── registry_store.py │ │ │ ├── remote.py │ │ │ ├── s3.py │ │ │ ├── snowflake.py │ │ │ └── sql.py │ │ ├── supported_async_methods.py │ │ ├── transformation_servers │ │ │ ├── Dockerfile │ │ │ ├── __init__.py │ │ │ └── app.py │ │ └── utils │ │ │ ├── __init__.py │ │ │ ├── aws_utils.py │ │ │ ├── clickhouse │ │ │ ├── __init__.py │ │ │ ├── clickhouse_config.py │ │ │ └── connection_utils.py │ │ │ ├── couchbase │ │ │ ├── __init__.py │ │ │ └── couchbase_utils.py │ │ │ ├── hbase_utils.py │ │ │ ├── postgres │ │ │ ├── __init__.py │ │ │ ├── connection_utils.py │ │ │ └── postgres_config.py │ │ │ └── snowflake │ │ │ ├── __init__.py │ │ │ ├── registry │ │ │ ├── __init__.py │ │ │ ├── snowflake_table_creation.sql │ │ │ └── snowflake_table_deletion.sql │ │ │ ├── snowflake_utils.py │ │ │ └── snowpark │ │ │ ├── __init__.py │ │ │ ├── snowflake_python_udfs_creation.sql │ │ │ ├── snowflake_python_udfs_deletion.sql │ │ │ └── snowflake_udfs.py │ ├── lineage │ │ ├── __init__.py │ │ └── registry_lineage.py │ ├── loaders │ │ ├── __init__.py │ │ └── yaml.py │ ├── names.py │ ├── nlp_test_data.py │ ├── offline_server.py │ ├── on_demand_feature_view.py │ ├── online_response.py │ ├── permissions │ │ ├── __init__.py │ │ ├── action.py │ │ ├── auth │ │ │ ├── __init__.py │ │ │ ├── auth_manager.py │ │ │ ├── auth_type.py │ │ │ ├── kubernetes_token_parser.py │ │ │ ├── oidc_token_parser.py │ │ │ ├── token_extractor.py │ │ │ └── token_parser.py │ │ ├── auth_model.py │ │ ├── client │ │ │ ├── __init__.py │ │ │ ├── arrow_flight_auth_interceptor.py │ │ │ ├── auth_client_manager.py │ │ │ ├── client_auth_token.py │ │ │ ├── grpc_client_auth_interceptor.py │ │ │ ├── http_auth_requests_wrapper.py │ │ │ ├── intra_comm_authentication_client_manager.py │ │ │ ├── kubernetes_auth_client_manager.py │ │ │ └── oidc_authentication_client_manager.py │ │ ├── decision.py │ │ ├── decorator.py │ │ ├── enforcer.py │ │ ├── matcher.py │ │ ├── oidc_service.py │ │ ├── permission.py │ │ ├── policy.py │ │ ├── security_manager.py │ │ ├── server │ │ │ ├── __init__.py │ │ │ ├── arrow.py │ │ │ ├── arrow_flight_token_extractor.py │ │ │ ├── grpc.py │ │ │ ├── grpc_token_extractor.py │ │ │ ├── rest.py │ │ │ ├── rest_token_extractor.py │ │ │ └── utils.py │ │ └── user.py │ ├── project.py │ ├── project_metadata.py │ ├── proto_json.py │ ├── protos │ │ ├── __init__.py │ │ └── feast │ │ │ ├── __init__.py │ │ │ ├── core │ │ │ ├── Aggregation_pb2.py │ │ │ ├── Aggregation_pb2.pyi │ │ │ ├── Aggregation_pb2_grpc.py │ │ │ ├── DataFormat_pb2.py │ │ │ ├── DataFormat_pb2.pyi │ │ │ ├── DataFormat_pb2_grpc.py │ │ │ ├── DataSource_pb2.py │ │ │ ├── DataSource_pb2.pyi │ │ │ ├── DataSource_pb2_grpc.py │ │ │ ├── DatastoreTable_pb2.py │ │ │ ├── DatastoreTable_pb2.pyi │ │ │ ├── DatastoreTable_pb2_grpc.py │ │ │ ├── Entity_pb2.py │ │ │ ├── Entity_pb2.pyi │ │ │ ├── Entity_pb2_grpc.py │ │ │ ├── FeatureService_pb2.py │ │ │ ├── FeatureService_pb2.pyi │ │ │ ├── FeatureService_pb2_grpc.py │ │ │ ├── FeatureTable_pb2.py │ │ │ ├── FeatureTable_pb2.pyi │ │ │ ├── FeatureTable_pb2_grpc.py │ │ │ ├── FeatureViewProjection_pb2.py │ │ │ ├── FeatureViewProjection_pb2.pyi │ │ │ ├── FeatureViewProjection_pb2_grpc.py │ │ │ ├── FeatureView_pb2.py │ │ │ ├── FeatureView_pb2.pyi │ │ │ ├── FeatureView_pb2_grpc.py │ │ │ ├── Feature_pb2.py │ │ │ ├── Feature_pb2.pyi │ │ │ ├── Feature_pb2_grpc.py │ │ │ ├── InfraObject_pb2.py │ │ │ ├── InfraObject_pb2.pyi │ │ │ ├── InfraObject_pb2_grpc.py │ │ │ ├── OnDemandFeatureView_pb2.py │ │ │ ├── OnDemandFeatureView_pb2.pyi │ │ │ ├── OnDemandFeatureView_pb2_grpc.py │ │ │ ├── Permission_pb2.py │ │ │ ├── Permission_pb2.pyi │ │ │ ├── Permission_pb2_grpc.py │ │ │ ├── Policy_pb2.py │ │ │ ├── Policy_pb2.pyi │ │ │ ├── Policy_pb2_grpc.py │ │ │ ├── Project_pb2.py │ │ │ ├── Project_pb2.pyi │ │ │ ├── Project_pb2_grpc.py │ │ │ ├── Registry_pb2.py │ │ │ ├── Registry_pb2.pyi │ │ │ ├── Registry_pb2_grpc.py │ │ │ ├── SavedDataset_pb2.py │ │ │ ├── SavedDataset_pb2.pyi │ │ │ ├── SavedDataset_pb2_grpc.py │ │ │ ├── SqliteTable_pb2.py │ │ │ ├── SqliteTable_pb2.pyi │ │ │ ├── SqliteTable_pb2_grpc.py │ │ │ ├── Store_pb2.py │ │ │ ├── Store_pb2.pyi │ │ │ ├── Store_pb2_grpc.py │ │ │ ├── StreamFeatureView_pb2.py │ │ │ ├── StreamFeatureView_pb2.pyi │ │ │ ├── StreamFeatureView_pb2_grpc.py │ │ │ ├── Transformation_pb2.py │ │ │ ├── Transformation_pb2.pyi │ │ │ ├── Transformation_pb2_grpc.py │ │ │ ├── ValidationProfile_pb2.py │ │ │ ├── ValidationProfile_pb2.pyi │ │ │ ├── ValidationProfile_pb2_grpc.py │ │ │ └── __init__.py │ │ │ ├── registry │ │ │ ├── RegistryServer_pb2.py │ │ │ ├── RegistryServer_pb2.pyi │ │ │ ├── RegistryServer_pb2_grpc.py │ │ │ └── __init__.py │ │ │ ├── serving │ │ │ ├── Connector_pb2.py │ │ │ ├── Connector_pb2.pyi │ │ │ ├── Connector_pb2_grpc.py │ │ │ ├── GrpcServer_pb2.py │ │ │ ├── GrpcServer_pb2.pyi │ │ │ ├── GrpcServer_pb2_grpc.py │ │ │ ├── ServingService_pb2.py │ │ │ ├── ServingService_pb2.pyi │ │ │ ├── ServingService_pb2_grpc.py │ │ │ ├── TransformationService_pb2.py │ │ │ ├── TransformationService_pb2.pyi │ │ │ ├── TransformationService_pb2_grpc.py │ │ │ └── __init__.py │ │ │ ├── storage │ │ │ ├── Redis_pb2.py │ │ │ ├── Redis_pb2.pyi │ │ │ ├── Redis_pb2_grpc.py │ │ │ └── __init__.py │ │ │ └── types │ │ │ ├── EntityKey_pb2.py │ │ │ ├── EntityKey_pb2.pyi │ │ │ ├── EntityKey_pb2_grpc.py │ │ │ ├── Field_pb2.py │ │ │ ├── Field_pb2.pyi │ │ │ ├── Field_pb2_grpc.py │ │ │ ├── Value_pb2.py │ │ │ ├── Value_pb2.pyi │ │ │ ├── Value_pb2_grpc.py │ │ │ └── __init__.py │ ├── py.typed │ ├── rag_retriever.py │ ├── registry_server.py │ ├── repo_config.py │ ├── repo_contents.py │ ├── repo_operations.py │ ├── rest_error_handler.py │ ├── saved_dataset.py │ ├── ssl_ca_trust_store_setup.py │ ├── static │ │ └── chat │ │ │ └── index.html │ ├── stream_feature_view.py │ ├── table_format.py │ ├── templates │ │ ├── README.md │ │ ├── athena │ │ │ ├── __init__.py │ │ │ ├── feature_repo │ │ │ │ ├── __init__.py │ │ │ │ ├── feature_store.yaml │ │ │ │ └── test_workflow.py │ │ │ └── gitignore │ │ ├── aws │ │ │ ├── README.md │ │ │ ├── __init__.py │ │ │ ├── bootstrap.py │ │ │ ├── feature_repo │ │ │ │ ├── __init__.py │ │ │ │ ├── example_repo.py │ │ │ │ ├── feature_store.yaml │ │ │ │ └── test_workflow.py │ │ │ └── gitignore │ │ ├── cassandra │ │ │ ├── __init__.py │ │ │ ├── bootstrap.py │ │ │ ├── feature_repo │ │ │ │ ├── __init__.py │ │ │ │ ├── example_repo.py │ │ │ │ ├── feature_store.yaml │ │ │ │ └── test_workflow.py │ │ │ └── gitignore │ │ ├── couchbase │ │ │ ├── __init__.py │ │ │ ├── bootstrap.py │ │ │ ├── feature_repo │ │ │ │ ├── __init__.py │ │ │ │ ├── example_repo.py │ │ │ │ ├── feature_store.yaml │ │ │ │ └── test_workflow.py │ │ │ └── gitignore │ │ ├── gcp │ │ │ ├── README.md │ │ │ ├── __init__.py │ │ │ ├── feature_repo │ │ │ │ ├── __init__.py │ │ │ │ ├── example_repo.py │ │ │ │ ├── feature_store.yaml │ │ │ │ └── test_workflow.py │ │ │ └── gitignore │ │ ├── hazelcast │ │ │ ├── __init__.py │ │ │ ├── bootstrap.py │ │ │ ├── feature_repo │ │ │ │ ├── __init__.py │ │ │ │ ├── example_repo.py │ │ │ │ ├── feature_store.yaml │ │ │ │ └── test_workflow.py │ │ │ └── gitignore │ │ ├── hbase │ │ │ ├── __init__.py │ │ │ ├── bootstrap.py │ │ │ ├── feature_repo │ │ │ │ ├── __init__.py │ │ │ │ ├── example_repo.py │ │ │ │ ├── feature_store.yaml │ │ │ │ └── test_workflow.py │ │ │ └── gitignore │ │ ├── local │ │ │ ├── .gitignore │ │ │ ├── README.md │ │ │ ├── __init__.py │ │ │ ├── bootstrap.py │ │ │ └── feature_repo │ │ │ │ ├── __init__.py │ │ │ │ ├── example_repo.py │ │ │ │ ├── feature_store.yaml │ │ │ │ └── test_workflow.py │ │ ├── milvus │ │ │ ├── .gitignore │ │ │ ├── README.md │ │ │ ├── __init__.py │ │ │ └── bootstrap.py │ │ ├── minimal │ │ │ ├── __init__.py │ │ │ ├── feature_repo │ │ │ │ ├── __init__.py │ │ │ │ └── feature_store.yaml │ │ │ └── gitignore │ │ ├── postgres │ │ │ ├── __init__.py │ │ │ ├── bootstrap.py │ │ │ ├── feature_repo │ │ │ │ ├── __init__.py │ │ │ │ ├── example_repo.py │ │ │ │ ├── feature_store.yaml │ │ │ │ └── test_workflow.py │ │ │ └── gitignore │ │ ├── ray │ │ │ ├── README.md │ │ │ ├── __init__.py │ │ │ ├── bootstrap.py │ │ │ ├── feature_repo │ │ │ │ ├── __init__.py │ │ │ │ ├── example_repo.py │ │ │ │ ├── feature_store.yaml │ │ │ │ └── test_workflow.py │ │ │ └── gitignore │ │ ├── ray_rag │ │ │ ├── README.md │ │ │ ├── __init__.py │ │ │ ├── bootstrap.py │ │ │ ├── feature_repo │ │ │ │ ├── __init__.py │ │ │ │ ├── example_repo.py │ │ │ │ ├── feature_store.yaml │ │ │ │ └── test_workflow.py │ │ │ └── gitignore │ │ ├── snowflake │ │ │ ├── README.md │ │ │ ├── bootstrap.py │ │ │ ├── feature_repo │ │ │ │ ├── driver_repo.py │ │ │ │ └── feature_store.yaml │ │ │ ├── gitignore │ │ │ └── test_workflow.py │ │ └── spark │ │ │ ├── __init__.py │ │ │ ├── bootstrap.py │ │ │ ├── feature_repo │ │ │ ├── __init__.py │ │ │ ├── example_repo.py │ │ │ ├── feature_store.yaml │ │ │ └── test_workflow.py │ │ │ ├── feature_store.yaml │ │ │ └── gitignore │ ├── torch_wrapper.py │ ├── transformation │ │ ├── __init__.py │ │ ├── base.py │ │ ├── factory.py │ │ ├── mode.py │ │ ├── pandas_transformation.py │ │ ├── python_transformation.py │ │ ├── ray_transformation.py │ │ ├── spark_transformation.py │ │ ├── sql_transformation.py │ │ └── substrait_transformation.py │ ├── transformation_server.py │ ├── type_map.py │ ├── types.py │ ├── ui │ │ ├── README.md │ │ ├── __init__.py │ │ ├── package.json │ │ ├── public │ │ │ ├── favicon.ico │ │ │ ├── feast-favicon-300x300.png │ │ │ ├── feast-favicon-36x36.png │ │ │ ├── index.html │ │ │ ├── manifest.json │ │ │ ├── projects-list.json │ │ │ └── robots.txt │ │ ├── src │ │ │ ├── index.css │ │ │ └── index.tsx │ │ └── yarn.lock │ ├── ui_server.py │ ├── utils.py │ ├── value_type.py │ ├── vector_store.py │ ├── version.py │ └── wait.py │ ├── pyproject.toml │ ├── pytest.ini │ ├── requirements │ ├── py3.10-ci-requirements.txt │ ├── py3.10-minimal-requirements.txt │ ├── py3.10-minimal-sdist-requirements-build.txt │ ├── py3.10-minimal-sdist-requirements.txt │ ├── py3.10-requirements.txt │ ├── py3.11-ci-requirements.txt │ ├── py3.11-minimal-requirements.txt │ ├── py3.11-minimal-sdist-requirements-build.txt │ ├── py3.11-minimal-sdist-requirements.txt │ ├── py3.11-requirements.txt │ ├── py3.12-ci-requirements.txt │ ├── py3.12-minimal-requirements.txt │ ├── py3.12-minimal-sdist-requirements-build.txt │ ├── py3.12-minimal-sdist-requirements.txt │ └── py3.12-requirements.txt │ └── tests │ ├── README.md │ ├── __init__.py │ ├── benchmarks │ └── test_benchmark_universal_online_retrieval.py │ ├── conftest.py │ ├── data │ ├── __init__.py │ ├── austin_bikeshare.bikeshare_stations.avro │ ├── bookings.csv │ ├── column_mapping_test_entity.csv │ ├── column_mapping_test_feature.csv │ ├── customer_driver_pairs.csv │ ├── customers.csv │ ├── data_creator.py │ ├── dev_featuretable.csv │ ├── driver_features.csv │ ├── localhost.crt │ ├── localhost.key │ ├── localhost.pem │ ├── tensorflow_metadata │ │ ├── bikeshare_feature_set.yaml │ │ └── bikeshare_schema.json │ └── transactions.csv │ ├── doctest │ ├── __init__.py │ └── test_all.py │ ├── example_repos │ ├── empty_feature_repo.py │ ├── example_feature_repo_1.py │ ├── example_feature_repo_2.py │ ├── example_feature_repo_with_bfvs.py │ ├── example_feature_repo_with_driver_stats_feature_view.py │ ├── example_feature_repo_with_duplicated_featureview_names.py │ ├── example_feature_repo_with_entity_join_key.py │ ├── example_feature_repo_with_feature_service.py │ ├── example_feature_repo_with_feature_service_2.py │ ├── example_feature_repo_with_feature_service_3.py │ ├── example_feature_repo_with_inline_batch_source.py │ ├── example_feature_repo_with_inline_stream_source.py │ ├── example_feature_repo_with_project_1.py │ ├── example_feature_repo_with_stream_source.py │ ├── example_feature_repo_with_ttl_0.py │ ├── example_rag_feature_repo.py │ ├── example_repo_duplicate_data_source_names.py │ └── on_demand_feature_view_repo.py │ ├── foo_provider.py │ ├── foo_registry_store.py │ ├── integration │ ├── __init__.py │ ├── compute_engines │ │ ├── __init__.py │ │ ├── ray_compute │ │ │ ├── __init__.py │ │ │ ├── conftest.py │ │ │ ├── ray_shared_utils.py │ │ │ ├── repo_configuration.py │ │ │ ├── test_compute.py │ │ │ └── test_source_feature_views.py │ │ └── spark │ │ │ ├── test_compute.py │ │ │ ├── test_compute_dag.py │ │ │ └── utils.py │ ├── conftest.py │ ├── feature_repos │ │ ├── integration_test_repo_config.py │ │ ├── repo_configuration.py │ │ └── universal │ │ │ ├── data_source_creator.py │ │ │ ├── data_sources │ │ │ ├── __init__.py │ │ │ ├── bigquery.py │ │ │ ├── file.py │ │ │ ├── redshift.py │ │ │ └── snowflake.py │ │ │ ├── entities.py │ │ │ ├── feature_views.py │ │ │ ├── online_store │ │ │ ├── __init__.py │ │ │ ├── bigtable.py │ │ │ ├── cassandra.py │ │ │ ├── couchbase.py │ │ │ ├── datastore.py │ │ │ ├── dynamodb.py │ │ │ ├── elasticsearch.py │ │ │ ├── hazelcast.py │ │ │ ├── hbase.py │ │ │ ├── hybrid_online_store.py │ │ │ ├── init.sql │ │ │ ├── milvus.py │ │ │ ├── mysql.py │ │ │ ├── postgres.py │ │ │ ├── qdrant.py │ │ │ ├── redis.py │ │ │ └── singlestore.py │ │ │ └── online_store_creator.py │ ├── materialization │ │ ├── __init__.py │ │ ├── contrib │ │ │ └── spark │ │ │ │ └── test_spark_materialization_engine.py │ │ ├── kubernetes │ │ │ ├── README.md │ │ │ ├── eks-config.yaml │ │ │ └── test_k8s.py │ │ ├── test_lambda.py │ │ ├── test_snowflake.py │ │ ├── test_universal_e2e.py │ │ └── test_universal_materialization.py │ ├── offline_store │ │ ├── __init__.py │ │ ├── test_dqm_validation.py │ │ ├── test_feature_logging.py │ │ ├── test_hybrid_offline_store.py │ │ ├── test_offline_write.py │ │ ├── test_persist.py │ │ ├── test_push_features_to_offline_store.py │ │ ├── test_s3_custom_endpoint.py │ │ └── test_universal_historical_retrieval.py │ ├── online_store │ │ ├── test_hybrid_online_store.py │ │ ├── test_push_features_to_online_store.py │ │ ├── test_remote_online_store.py │ │ └── test_universal_online.py │ ├── registration │ │ ├── __init__.py │ │ ├── test_feature_store.py │ │ ├── test_inference.py │ │ ├── test_universal_cli.py │ │ ├── test_universal_odfv_feature_inference.py │ │ ├── test_universal_registry.py │ │ └── test_universal_types.py │ └── test_mcp_feature_server.py │ ├── permissions │ └── test_groups_namespaces_auth.py │ ├── registry_rest_api_tests │ ├── conftest.py │ ├── resource │ │ ├── feast-registry-nginx.yaml │ │ ├── feast_config_credit_scoring.yaml │ │ ├── feast_config_driver_ranking.yaml │ │ ├── feast_config_rhoai.yaml │ │ ├── postgres.yaml │ │ └── redis.yaml │ ├── support.py │ └── test_feast_registry.py │ ├── unit │ ├── __init__.py │ ├── api │ │ ├── __init__.py │ │ ├── test_api_rest_registry.py │ │ ├── test_api_rest_registry_server.py │ │ └── test_search_api.py │ ├── cli │ │ ├── __init__.py │ │ ├── test_cli.py │ │ ├── test_cli_apply_duplicates.py │ │ └── test_cli_chdir.py │ ├── diff │ │ ├── __init__.py │ │ ├── test_infra_diff.py │ │ └── test_registry_diff.py │ ├── infra │ │ ├── __init__.py │ │ ├── compute_engines │ │ │ ├── __init__.py │ │ │ ├── local │ │ │ │ ├── __init__.py │ │ │ │ └── test_nodes.py │ │ │ ├── ray_compute │ │ │ │ ├── __init__.py │ │ │ │ └── test_nodes.py │ │ │ ├── spark │ │ │ │ └── test_nodes.py │ │ │ └── test_feature_builder.py │ │ ├── feature_servers │ │ │ └── test_mcp_server.py │ │ ├── offline_stores │ │ │ ├── contrib │ │ │ │ ├── postgres_offline_store │ │ │ │ │ └── test_postgres.py │ │ │ │ └── spark_offline_store │ │ │ │ │ ├── test_spark.py │ │ │ │ │ └── test_spark_table_format_integration.py │ │ │ ├── test_bigquery.py │ │ │ ├── test_clickhouse.py │ │ │ ├── test_dask_non_entity.py │ │ │ ├── test_hybrid_offline_store.py │ │ │ ├── test_ibis.py │ │ │ ├── test_offline_store.py │ │ │ ├── test_redshift.py │ │ │ └── test_snowflake.py │ │ ├── online_store │ │ │ ├── __init__.py │ │ │ ├── test_dynamodb_online_store.py │ │ │ ├── test_redis.py │ │ │ └── test_remote_online_store.py │ │ ├── registry │ │ │ ├── __init__.py │ │ │ ├── test_proto_registry_utils.py │ │ │ ├── test_registry.py │ │ │ └── test_sql_registry.py │ │ ├── scaffolding │ │ │ ├── __init__.py │ │ │ ├── test_repo_config.py │ │ │ └── test_repo_operations.py │ │ ├── test_dependency_conflicts.py │ │ ├── test_inference_unit_tests.py │ │ ├── test_key_encoding_utils.py │ │ ├── test_provider.py │ │ ├── test_registry_lineage.py │ │ └── utils │ │ │ └── snowflake │ │ │ └── test_snowflake_utils.py │ ├── local_feast_tests │ │ ├── __init__.py │ │ ├── test_e2e_local.py │ │ ├── test_feature_service.py │ │ ├── test_init.py │ │ └── test_local_feature_store.py │ ├── online_store │ │ ├── __init__.py │ │ ├── test_online_retrieval.py │ │ └── test_online_writes.py │ ├── permissions │ │ ├── __init__.py │ │ ├── auth │ │ │ ├── client │ │ │ │ └── test_authentication_client_manager_factory.py │ │ │ ├── conftest.py │ │ │ ├── server │ │ │ │ ├── mock_utils.py │ │ │ │ ├── test_auth_registry_server.py │ │ │ │ └── test_utils.py │ │ │ ├── test_token_extractor.py │ │ │ └── test_token_parser.py │ │ ├── conftest.py │ │ ├── test_decision.py │ │ ├── test_decorator.py │ │ ├── test_oidc_auth_client.py │ │ ├── test_permission.py │ │ ├── test_policy.py │ │ ├── test_security_manager.py │ │ └── test_user.py │ ├── test_arrow_error_decorator.py │ ├── test_data_sources.py │ ├── test_dataframe.py │ ├── test_entity.py │ ├── test_errors.py │ ├── test_feature.py │ ├── test_feature_server.py │ ├── test_feature_server_async.py │ ├── test_feature_service.py │ ├── test_feature_validation.py │ ├── test_feature_views.py │ ├── test_image_utils.py │ ├── test_offline_server.py │ ├── test_on_demand_feature_view.py │ ├── test_on_demand_feature_view_aggregation.py │ ├── test_on_demand_pandas_transformation.py │ ├── test_on_demand_python_transformation.py │ ├── test_project.py │ ├── test_proto_json.py │ ├── test_rag_retriever.py │ ├── test_repo_operations_validate_feast_project_name.py │ ├── test_rest_error_decorator.py │ ├── test_retrieval_job_dataframe.py │ ├── test_serialization_version.py │ ├── test_stream_feature_view.py │ ├── test_substrait_transformation.py │ ├── test_table_format.py │ ├── test_type_map.py │ ├── test_types.py │ ├── test_ui_server.py │ ├── test_unit_feature_store.py │ ├── test_vector_store.py │ └── transformation │ │ ├── test_pandas_transformation.py │ │ └── test_spark_transformation.py │ └── utils │ ├── auth_permissions_util.py │ ├── basic_read_write_test.py │ ├── cli_repo_creator.py │ ├── data_source_test_creator.py │ ├── dynamo_table_creator.py │ ├── e2e_test_validation.py │ ├── feature_records.py │ ├── http_server.py │ ├── online_write_benchmark.py │ ├── rag_test_utils.py │ ├── ssl_certifcates_util.py │ ├── test_log_creator.py │ └── test_wrappers.py ├── setup.cfg ├── setup.py └── ui ├── .babelrc.js ├── .eslintignore ├── .eslintrc.js ├── .gitignore ├── .npmrc ├── .nvmrc ├── .prettierignore ├── CONTRIBUTING.md ├── README.md ├── config ├── env.js ├── getHttpsConfig.js ├── jest │ ├── babelTransform.js │ ├── cssTransform.js │ └── fileTransform.js ├── modules.js ├── paths.js ├── webpack.config.js ├── webpack │ └── persistentCache │ │ └── createEnvironmentHash.js └── webpackDevServer.config.js ├── docker └── Dockerfile ├── feature_repo ├── README.md ├── apply_permissions.py ├── apply_rag_data.py ├── data │ ├── credit_history.parquet │ ├── credit_history_sample.csv │ ├── document_embeddings.parquet │ ├── document_metadata.parquet │ ├── loan_table.parquet │ ├── loan_table_sample.csv │ ├── training_dataset_sample.parquet │ ├── zipcode_table.parquet │ └── zipcode_table_sample.csv ├── feature_store.yaml ├── features.py ├── materialize.sh └── my_training_ds.parquet ├── jest.config.js ├── package-lock.json ├── package.json ├── public ├── data.json ├── demo-custom-tabs │ └── demo.json ├── empty_registry.json ├── favicon.ico ├── feast-favicon-300x300.png ├── feast-favicon-36x36.png ├── index.html ├── logo192.png ├── logo512.png ├── manifest.json ├── metadata │ └── credit_score_project │ │ └── featureView │ │ └── credit_history.json ├── projects-list.json ├── rag_registry.db ├── rag_registry.json ├── registry.db └── robots.txt ├── rollup.config.js ├── sample.png ├── scripts ├── build.js ├── start.js └── test.js ├── src ├── App.css ├── FeastUI.tsx ├── FeastUISansProviders.test.tsx ├── FeastUISansProviders.tsx ├── assets │ ├── feast-icon-blue.svg │ ├── feast-icon-grey.svg │ ├── feast-icon-white.svg │ └── logo.svg ├── components │ ├── CommandPalette.tsx │ ├── EuiCustomLink.tsx │ ├── ExplorePanel.tsx │ ├── ExportButton.tsx │ ├── FeaturesInServiceDisplay.tsx │ ├── FeaturesListDisplay.tsx │ ├── GlobalSearchShortcut.tsx │ ├── NoProjectGuard.tsx │ ├── ObjectsCountStats.tsx │ ├── PermissionsDisplay.tsx │ ├── ProjectSelector.test.tsx │ ├── ProjectSelector.tsx │ ├── RegistrySearch.tsx │ ├── RegistryVisualization.tsx │ ├── RegistryVisualizationTab.tsx │ ├── SearchTokensList.tsx │ ├── TagSearch.tsx │ ├── TagsDisplay.tsx │ └── ThemeToggle.tsx ├── contexts │ ├── FeatureFlagsContext.ts │ ├── ProjectListContext.ts │ ├── RegistryPathContext.ts │ └── ThemeContext.tsx ├── custom-tabs │ ├── TabsRegistryContext.tsx │ ├── data-source-demo-tab │ │ ├── DemoCustomTab.tsx │ │ └── useDemoQuery.tsx │ ├── data-tab │ │ ├── DataQuery.tsx │ │ └── DataTab.tsx │ ├── dataset-demo-tab │ │ ├── DemoCustomTab.tsx │ │ └── useDemoQuery.tsx │ ├── document-labeling-tab │ │ ├── DocumentLabelingTab.tsx │ │ ├── example-config.ts │ │ ├── index.ts │ │ └── useDocumentLabelingQuery.tsx │ ├── entity-demo-tab │ │ ├── DemoCustomTab.tsx │ │ └── useDemoQuery.tsx │ ├── feature-demo-tab │ │ ├── DemoCustomTab.tsx │ │ └── useDemoQuery.tsx │ ├── feature-service-demo-tab │ │ ├── DemoCustomTab.tsx │ │ └── useDemoQuery.tsx │ ├── ondemand-fv-demo-tab │ │ ├── DemoCustomTab.tsx │ │ └── useDemoQuery.tsx │ ├── reguar-fv-demo-tab │ │ ├── DemoCustomTab.tsx │ │ └── useDemoQuery.tsx │ ├── stream-fv-demo-tab │ │ ├── DemoCustomTab.tsx │ │ └── useDemoQuery.tsx │ └── types.ts ├── example-feast-ui-config.ts ├── graphics │ ├── DataSourceIcon.tsx │ ├── DatasetIcon.tsx │ ├── EntityIcon.tsx │ ├── FeastIconBlue.tsx │ ├── FeastWordMark.tsx │ ├── FeatureIcon.tsx │ ├── FeatureServiceIcon.tsx │ ├── FeatureViewIcon.tsx │ ├── HomeIcon.tsx │ └── PermissionsIcon.tsx ├── hooks │ ├── encodeSearchQueryString.ts │ ├── useDocumentTitle.ts │ ├── useFCOExploreSuggestions.ts │ ├── useMatchSubpath.ts │ ├── useSearchInputWithTags.ts │ └── useTagsAggregation.ts ├── index.css ├── index.tsx ├── mocks │ └── handlers.ts ├── pages │ ├── Layout.tsx │ ├── NoMatch.tsx │ ├── ProjectOverviewPage.tsx │ ├── RootProjectSelectionPage.tsx │ ├── Sidebar.tsx │ ├── data-sources │ │ ├── BatchSourcePropertiesView.tsx │ │ ├── DataSourceIndexEmptyState.tsx │ │ ├── DataSourceInstance.tsx │ │ ├── DataSourceOverviewTab.tsx │ │ ├── DataSourceRawData.tsx │ │ ├── DataSourcesListingTable.tsx │ │ ├── Index.tsx │ │ ├── RequestDataSourceSchemaTable.tsx │ │ └── useLoadDataSource.ts │ ├── document-labeling │ │ ├── ClassificationTab.tsx │ │ ├── DocumentLabelingPage.tsx │ │ ├── RagTab.tsx │ │ └── index.ts │ ├── entities │ │ ├── EntitiesListingTable.tsx │ │ ├── EntityIndexEmptyState.tsx │ │ ├── EntityInstance.tsx │ │ ├── EntityOverviewTab.tsx │ │ ├── EntityRawData.tsx │ │ ├── FeatureViewEdgesList.tsx │ │ ├── Index.tsx │ │ ├── useFeatureViewEdgesByEntity.ts │ │ └── useLoadEntity.ts │ ├── feature-services │ │ ├── FeatureServiceIndexEmptyState.tsx │ │ ├── FeatureServiceInstance.tsx │ │ ├── FeatureServiceListingTable.tsx │ │ ├── FeatureServiceOverviewTab.tsx │ │ ├── FeatureServiceRawData.tsx │ │ ├── Index.tsx │ │ └── useLoadFeatureService.ts │ ├── feature-views │ │ ├── ConsumingFeatureServicesList.tsx │ │ ├── CurlGeneratorTab.tsx │ │ ├── FeatureViewIndexEmptyState.tsx │ │ ├── FeatureViewInstance.tsx │ │ ├── FeatureViewLineageTab.tsx │ │ ├── FeatureViewListingTable.tsx │ │ ├── FeatureViewRawData.tsx │ │ ├── Index.tsx │ │ ├── OnDemandFeatureViewInstance.tsx │ │ ├── OnDemandFeatureViewOverviewTab.tsx │ │ ├── RegularFeatureViewInstance.tsx │ │ ├── RegularFeatureViewOverviewTab.tsx │ │ ├── StreamFeatureViewInstance.tsx │ │ ├── StreamFeatureViewOverviewTab.tsx │ │ ├── components │ │ │ ├── FeatureViewProjectionDisplayPanel.tsx │ │ │ └── RequestDataDisplayPanel.tsx │ │ └── useLoadFeatureView.ts │ ├── features │ │ ├── FeatureInstance.tsx │ │ ├── FeatureListPage.tsx │ │ ├── FeatureOverviewTab.tsx │ │ ├── FeatureRawData.tsx │ │ └── useLoadFeature.ts │ ├── lineage │ │ └── Index.tsx │ ├── permissions │ │ └── Index.tsx │ └── saved-data-sets │ │ ├── DatasetExpectationsTab.tsx │ │ ├── DatasetFeaturesTable.tsx │ │ ├── DatasetInstance.tsx │ │ ├── DatasetJoinKeysTable.tsx │ │ ├── DatasetOverviewTab.tsx │ │ ├── DatasetRawData.tsx │ │ ├── DatasetsIndexEmptyState.tsx │ │ ├── DatasetsListingTable.tsx │ │ ├── Index.tsx │ │ └── useLoadDataset.ts ├── parsers │ ├── mergedFVTypes.ts │ ├── parseEntityRelationships.ts │ ├── parseIndirectRelationships.ts │ └── types.ts ├── queries │ ├── useLoadRegistry.ts │ └── useLoadRelationshipsData.ts ├── react-app-env.d.ts ├── setupTests.ts ├── test-document.txt ├── test-utils.tsx └── utils │ ├── custom-tabs │ ├── DataSourceCustomTabLoadingWrapper.tsx │ 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