Registry server

Registry server

Description

The Registry server supports both gRPC and REST interfaces for interacting with feature metadata. While gRPC remains the default protocol—enabling clients in any language with gRPC support—the REST API allows users to interact with the registry over standard HTTP using any REST-capable tool or language.

Feast supports running the Registry Server in three distinct modes:

Mode
Command Example
Description

gRPC only

feast serve_registry

Default behavior for SDK and clients

REST + gRPC

feast serve_registry --rest-api

Enables both interfaces

REST only

feast serve_registry --rest-api --no-grpc

Used for REST-only clients like the UI

REST API Endpoints

The REST API provides HTTP/JSON endpoints for accessing all registry metadata. All endpoints are prefixed with /api/v1 and return JSON responses.

Authentication

The REST API supports Bearer token authentication. Include your token in the Authorization header:

Authorization: Bearer <your-token>

Common Query Parameters

Most endpoints support these common query parameters:

  • project (required for most endpoints): The project name

  • allow_cache (optional, default: true): Whether to allow cached data

  • tags (optional): Filter results by tags in key=value format

Entities

List Entities

  • Endpoint: GET /api/v1/entities

  • Description: Retrieve all entities in a project

  • Parameters:

    • project (required): Project name

  • Example:

    curl -H "Authorization: Bearer <token>" \
  "http://localhost:6572/api/v1/entities?project=my_project"

Get Entity

  • Endpoint: GET /api/v1/entities/{name}

  • Description: Retrieve a specific entity by name

  • Parameters:

    • name (path): Entity name

    • project (required): Project name

    • allow_cache (optional): Whether to allow cached data

  • Example:

    curl -H "Authorization: Bearer <token>" \
  "http://localhost:6572/api/v1/entities/user_id?project=my_project"

Data Sources

List Data Sources

  • Endpoint: GET /api/v1/data_sources

  • Description: Retrieve all data sources in a project

  • Parameters:

    • project (required): Project name

    • allow_cache (optional): Whether to allow cached data

    • tags (optional): Filter by tags

  • Example:

    curl -H "Authorization: Bearer <token>" \
  "http://localhost:6572/api/v1/data_sources?project=my_project"

Get Data Source

  • Endpoint: GET /api/v1/data_sources/{name}

  • Description: Retrieve a specific data source by name

  • Parameters:

    • name (path): Data source name

    • project (required): Project name

    • allow_cache (optional): Whether to allow cached data

  • Example:

    curl -H "Authorization: Bearer <token>" \
  "http://localhost:6572/api/v1/data_sources/user_data?project=my_project"

Feature Views

List Feature Views

  • Endpoint: GET /api/v1/feature_views

  • Description: Retrieve all feature views in a project

  • Parameters:

    • project (required): Project name

    • allow_cache (optional): Whether to allow cached data

    • tags (optional): Filter by tags

  • Example:

    curl -H "Authorization: Bearer <token>" \
  "http://localhost:6572/api/v1/feature_views?project=my_project"

Get Feature View

  • Endpoint: GET /api/v1/feature_views/{name}

  • Description: Retrieve a specific feature view by name

  • Parameters:

    • name (path): Feature view name

    • project (required): Project name

    • allow_cache (optional): Whether to allow cached data

  • Example:

    curl -H "Authorization: Bearer <token>" \
  "http://localhost:6572/api/v1/feature_views/user_features?project=my_project"

Feature Services

List Feature Services

  • Endpoint: GET /api/v1/feature_services

  • Description: Retrieve all feature services in a project

  • Parameters:

    • project (required): Project name

    • allow_cache (optional): Whether to allow cached data

    • tags (optional): Filter by tags

  • Example:

    curl -H "Authorization: Bearer <token>" \
  "http://localhost:6572/api/v1/feature_services?project=my_project"

Get Feature Service

  • Endpoint: GET /api/v1/feature_services/{name}

  • Description: Retrieve a specific feature service by name

  • Parameters:

    • name (path): Feature service name

    • project (required): Project name

    • allow_cache (optional): Whether to allow cached data

  • Example:

    curl -H "Authorization: Bearer <token>" \
  "http://localhost:6572/api/v1/feature_services/recommendation_service?project=my_project"

Lineage and Relationships

Get Registry Lineage

  • Endpoint: GET /api/v1/lineage/registry

  • Description: Retrieve complete registry lineage with relationships and indirect relationships

  • Parameters:

    • project (required): Project name

    • allow_cache (optional): Whether to allow cached data

    • filter_object_type (optional): Filter by object type (dataSource, entity, featureView, featureService)

    • filter_object_name (optional): Filter by object name

  • Example:

    curl -H "Authorization: Bearer <token>" \
  "http://localhost:6572/api/v1/lineage/registry?project=my_project"

Get Object Relationships

  • Endpoint: GET /api/v1/lineage/objects/{object_type}/{object_name}

  • Description: Retrieve relationships for a specific object

  • Parameters:

    • object_type (path): Type of object (dataSource, entity, featureView, featureService)

    • object_name (path): Name of the object

    • project (required): Project name

    • include_indirect (optional): Whether to include indirect relationships

    • allow_cache (optional): Whether to allow cached data

  • Example:

    curl -H "Authorization: Bearer <token>" \
  "http://localhost:6572/api/v1/lineage/objects/featureView/user_features?project=my_project&include_indirect=true"

Get Complete Registry Data

  • Endpoint: GET /api/v1/lineage/complete

  • Description: Retrieve complete registry data including all objects and relationships (optimized for UI consumption)

  • Parameters:

    • project (required): Project name

    • allow_cache (optional): Whether to allow cached data

  • Example:

    curl -H "Authorization: Bearer <token>" \
  "http://localhost:6572/api/v1/lineage/complete?project=my_project"

Permissions

List Permissions

  • Endpoint: GET /api/v1/permissions

  • Description: Retrieve all permissions in a project

  • Parameters:

    • project (required): Project name

    • allow_cache (optional): Whether to allow cached data

  • Example:

    curl -H "Authorization: Bearer <token>" \
  "http://localhost:6572/api/v1/permissions?project=my_project"

Get Permission

  • Endpoint: GET /api/v1/permissions/{name}

  • Description: Retrieve a specific permission by name

  • Parameters:

    • name (path): Permission name

    • project (required): Project name

    • allow_cache (optional): Whether to allow cached data

  • Example:

    curl -H "Authorization: Bearer <token>" \
  "http://localhost:6572/api/v1/permissions/read_features?project=my_project"

Projects

List Projects

  • Endpoint: GET /api/v1/projects

  • Description: Retrieve all projects

  • Parameters:

    • allow_cache (optional): Whether to allow cached data

  • Example:

    curl -H "Authorization: Bearer <token>" \
  "http://localhost:6572/api/v1/projects"

Get Project

  • Endpoint: GET /api/v1/projects/{name}

  • Description: Retrieve a specific project by name

  • Parameters:

    • name (path): Project name

    • allow_cache (optional): Whether to allow cached data

  • Example:

    curl -H "Authorization: Bearer <token>" \
  "http://localhost:6572/api/v1/projects/my_project"

Saved Datasets

List Saved Datasets

  • Endpoint: GET /api/v1/saved_datasets

  • Description: Retrieve all saved datasets in a project

  • Parameters:

    • project (required): Project name

    • allow_cache (optional): Whether to allow cached data

    • tags (optional): Filter by tags

  • Example:

    curl -H "Authorization: Bearer <token>" \
  "http://localhost:6572/api/v1/saved_datasets?project=my_project"

Get Saved Dataset

  • Endpoint: GET /api/v1/saved_datasets/{name}

  • Description: Retrieve a specific saved dataset by name

  • Parameters:

    • name (path): Saved dataset name

    • project (required): Project name

    • allow_cache (optional): Whether to allow cached data

  • Example:

    curl -H "Authorization: Bearer <token>" \
  "http://localhost:6572/api/v1/saved_datasets/training_data?project=my_project"

Response Formats

All endpoints return JSON responses with the following general structure:

  • Success (200): Returns the requested data

  • Bad Request (400): Invalid parameters or request format

  • Unauthorized (401): Missing or invalid authentication token

  • Not Found (404): Requested resource does not exist

  • Internal Server Error (500): Server-side error

Interactive API Documentation

When the REST API server is running, you can access interactive documentation at:

  • Swagger UI: http://localhost:6572/ (root path)

  • ReDoc: http://localhost:6572/docs

  • OpenAPI Schema: http://localhost:6572/openapi.json

How to configure the server

CLI

There is a CLI command that starts the Registry server: feast serve_registry. By default, remote Registry Server uses port 6570, the port can be overridden with a --port flag. To start the Registry Server in TLS mode, you need to provide the private and public keys using the --key and --cert arguments. More info about TLS mode can be found in feast-client-connecting-to-remote-registry-sever-started-in-tls-mode

To enable REST API support along with gRPC, start the registry server with REST mode enabled :

feast serve_registry --rest-api

This launches both the gRPC and REST servers concurrently. The REST server listens on port 6572 by default.

To run a REST-only server (no gRPC):

feast serve_registry --rest-api --no-grpc

How to configure the client

Please see the detail how to configure Remote Registry client remote.md

Registry Server Permissions and Access Control

Please refer the page for more details on API Endpoints and Permissions.

How to configure Authentication and Authorization ?

Please refer the page for more details on how to configure authentication and authorization.

PreviousOffline Feature ServerNext[Beta] Web UI

Last updated

Was this helpful?