> ## Documentation Index
> Fetch the complete documentation index at: https://cubed3-feat-druid-driver-streaming.mintlify.site/llms.txt
> Use this file to discover all available pages before exploring further.

# REST (JSON) API

> Deliver data from Cube over HTTP to front-end apps, notebooks, low-code tools, and automated jobs.

REST (JSON) API

REST (JSON) API enables Cube to deliver data over the HTTP protocol to certain kinds of
data applications, including but not limited to the following ones:

* Most commonly, front-end applications
* Some [data notebooks][ref-notebooks], e.g., [Observable][ref-observable]
* [Low-code tools][ref-low-code], e.g., [Retool][ref-retool]
* Automated jobs

Often, the REST (JSON) API is used to enable [embedded analytics][cube-ea] and
[real-time analytics][cube-rta] use cases.

See [REST (JSON) API reference][ref-ref-rest-api] for the list of supported API endpoints.
Also, check [query format][ref-rest-query-format] for details about query syntax.

<Info>
  You can find a mostly complete OpenAPI documentation for the REST (JSON) API in the
  linked [`openspec.yml` file][gh-cube-openspec] that you can use with tools like Swagger.
</Info>

<Info>
  If you've chosen [GraphQL][graphql] as a query language for your front-end
  application, consider using the [GraphQL API][ref-graphql-api] that Cube also
  provides.
</Info>

REST (JSON) API also provides endpoints for [GraphQL API][ref-graphql-api] and
[Orchestration API][ref-orchestration-api]. However, they target specific use
cases and are not considered part of the REST (JSON) API.

## Transport

The REST (JSON) API supports the following transports:

| Transport | Description                                                                   | When to use                                                          |
| --------- | ----------------------------------------------------------------------------- | -------------------------------------------------------------------- |
| HTTP      | HTTP-based protocol with long polling                                         | Use by default                                                       |
| WebSocket | [WebSocket][link-websocket]-based protocol with support for real-time updates | Use for applications that require subscriptions to real-time updates |

### HTTP transport

You can use the `curl` utility to execute requests to the REST (JSON) API. Provide the [API
token](#authentication) in the `Authorization` header:

```bash theme={null}
curl \
  -H "Authorization: TOKEN" \
  -G \
  --data-urlencode 'query={
    "dimensions": [
      "users.state",
      "users.city",
      "orders.status"
    ],
    "measures": [
      "orders.count"
    ],
    "filters": [
      {
        "member": "users.state",
        "operator": "notEquals",
        "values": ["us-wa"]
      }
    ],
    "timeDimensions": [
      {
        "dimension": "orders.created_at",
        "dateRange": ["2020-01-01", "2021-01-01"]
      }
    ],
    "limit": 10
  }' \
  http://localhost:4000/cubejs-api/v1/load
```

You can also use the [`jq` utility][link-jq-utility] to format responses
from the REST (JSON) API in your terminal:

```bash theme={null}
curl \
  -H "Authorization: TOKEN" \
  -G \
  --data-urlencode 'query={"measures": ["orders.count"]}' \
  http://localhost:4000/cubejs-api/v1/load | jq .data
```

You can also introspect the data model by querying the [`/v1/meta`
endpoint][ref-ref-meta-endpoint]:

```bash theme={null}
curl \
  -H "Authorization: TOKEN" \
  http://localhost:4000/cubejs-api/v1/meta | jq
```

You can also use the [JavaScript SDK][ref-javascript-sdk] to call the REST (JSON) API
from your JavaScript applications.

### WebSocket transport

WebSocket transport can be used to provide real-time experience. You can configure it via
the [`CUBEJS_WEB_SOCKETS`](/reference/configuration/environment-variables#cubejs_web_sockets) environment variable.

You can use the [`websocat` utility][link-websocat] to test the WebSocket transport:

```bash theme={null}
websocat ws://localhost:4000/cubejs-api/v1/ws --text
```

After connecting, send the [API token](#authentication) as the first message:

```json theme={null}
{"authorization":"TOKEN"}
```

Then, send requests. Each request should include a distinct `messageId`, the desired API
endpoint in `method`, and additional `params`:

```json theme={null}
{"messageId":"1","method":"load","params":{"query":{"measures":["orders.count"]}}}
```

Clients using the [JavaScript SDK][ref-javascript-sdk] can be switched to WebSocket
by passing `WebSocketTransport` to the `CubeApi` constructor:

```javascript theme={null}
import cube from "@cubejs-client/core"
import WebSocketTransport from "@cubejs-client/ws-transport"

const cubeApi = cube({
  transport: new WebSocketTransport({
    authorization: TOKEN,
    apiUrl: "ws://localhost:4000/"
  })
})
```

<Note>
  See [this recipe][ref-recipe-real-time-data-fetch] for an example of real-time
  data fetch using the WebSocket transport.
</Note>

## Configuration

REST (JSON) API is enabled by default and secured using [API scopes][self-api-scopes]
and [CORS][self-cors].

To find your REST (JSON) API endpoint in Cube Cloud, go to the **Overview**
page, click **API credentials**, and choose the **REST (JSON) API** tab.

### Base path

By default, all REST (JSON) API endpoints are prefixed with a base path of
`/cubejs-api`, e.g., the `/v1/load` endpoint will be available at
`/cubejs-api/v1/load`.

<Info>
  Exception: `/livez` and `/readyz` endpoints are not prefixed with a base path.
</Info>

You can set a desired base path using the [`basePath`][ref-conf-basepath]
configuration option.

### API scopes

Each REST (JSON) API endpoint belongs to an API scope, e.g., the `/v1/load` endpoint
belongs to the `data` scope. API scopes allow to secure access to API endpoints
by making them accessible to specific users only or disallowing access for
everyone. By default, API endpoints in all scopes, except for `jobs`, are
accessible for everyone.

| API scope | REST (JSON) API endpoints                                    | Accessible by default? |
| --------- | ------------------------------------------------------------ | ---------------------- |
| `meta`    | [`/v1/meta`][ref-ref-meta], [Metadata API][ref-ref-metadata] | ✅ Yes                  |
| `data`    | [`/v1/load`][ref-ref-load], [`/v1/cubesql`][ref-ref-cubesql] | ✅ Yes                  |
| `graphql` | `/graphql`                                                   | ✅ Yes                  |
| `sql`     | [`/v1/sql`][ref-ref-sql]                                     | ✅ Yes                  |
| `jobs`    | [`/v1/pre-aggregations/jobs`][ref-ref-paj]                   | ❌ No                   |
| No scope  | `/livez`, `/readyz`                                          | ✅ Yes                  |

You can set accessible API scopes *for all requests* using the
[`CUBEJS_DEFAULT_API_SCOPES`](/reference/configuration/environment-variables#cubejs_default_api_scopes) environment variable. For example, to disallow
access to the GraphQL API for everyone, set [`CUBEJS_DEFAULT_API_SCOPES`](/reference/configuration/environment-variables#cubejs_default_api_scopes) to
`meta,data`.

You can also select accessible API scopes *for each request* using the
[`contextToApiScopes`][ref-conf-contexttoapiscopes] configuration option, based
on the provided [security context][ref-security-context]. For example, to
restrict access to the `/v1/meta` endpoint to service accounts only, you can set
[`CUBEJS_DEFAULT_API_SCOPES`](/reference/configuration/environment-variables#cubejs_default_api_scopes) to `data,graphql` and use the following
configuration in the `cube.js` file, assuming that service accounts have
`service: true` in their security context:

```javascript theme={null}
module.exports = {
  contextToApiScopes: (securityContext, defaultScopes) => {
    if (securityContext.service) {
      return ["meta", ...defaultScopes]
    }

    return defaultScopes
  }
}
```

### CORS

REST (JSON) API supports [Cross-Origin Resource Sharing (CORS)][mdn-cors]. By default,
requests from any origin (`*`) are allowed.

You can configure CORS using the [`http.cors`][ref-config-cors] configuration
option. For example, to allow requests from a specific domain only, use the
following configuration in the `cube.js` file:

```javascript theme={null}
module.exports = {
  http: {
    cors: {
      origin: "https://example.com"
    }
  }
}
```

## Prerequisites

### Authentication

Cube uses API tokens to authorize requests and also for passing additional
security context, which can be used in the
[`queryRewrite`][ref-config-queryrewrite] property in your [`cube.js`
configuration file][ref-config-js].

The API Token is passed via the Authorization Header. The token itself is a
[JSON Web Token](https://jwt.io), the [Security section][ref-security] describes
how to generate it.

In the development environment the token is not required for authorization, but
you can still use it to pass a security context.

### Error handling

Cube REST (JSON) API has basic errors and HTTP Error codes for all requests.

| Status | Error response                 | Description                                                                                          |
| ------ | ------------------------------ | ---------------------------------------------------------------------------------------------------- |
| 400    | Error message                  | General error. It may be a database error, timeout, or other issue. Check error message for details. |
| 403    | Authorization header isn't set | You didn't provide an auth token. Provide a valid API Token or disable authorization.                |
| 403    | Invalid token                  | The auth token provided is not valid. It may be expired or have invalid signature.                   |
| 500    | Error message                  | Cube internal server error. Check error message for details.                                         |

### Request span annotation

For monitoring tools such as Cube Cloud proper request span annotation should be
provided in `x-request-id` header of a request. Each request id should consist
of two parts: `spanId` and `requestSequenceId` which define `x-request-id` as
whole: `${spanId}-span-${requestSequenceId}`. Values of `x-request-id` header
should be unique for each separate request. `spanId` should define user
interaction span such us `Continue wait` retry cycle and it's value shouldn't
change during one single interaction.

## Cache control

[`/v1/load`][ref-ref-load] and [`/v1/cubesql`][ref-ref-cubesql] endpoints of the REST (JSON) API
allow to control the in-memory cache behavior. The following querying strategies with regards to
the cache are supported:

| Strategy                 | Description                                                                                                                                                                                                                                        |
| ------------------------ | -------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- |
| `stale-if-slow`          | If [refresh keys][ref-refresh-keys] are up-to-date, returns cached value. If expired, tries to return fresh value from the data source. If the data source query is slow (hits [`Continue wait`](#continue-wait)), returns stale value from cache. |
| `stale-while-revalidate` | If [refresh keys][ref-refresh-keys] are up-to-date, returns cached value. If expired, returns stale data from cache and updates cache in background.                                                                                               |
| `must-revalidate`        | If [refresh keys][ref-refresh-keys] are up-to-date, returns cached value. If expired, always waits for fresh value from the data source, even if slow (hits one or more [`Continue wait`](#continue-wait) intervals).                              |
| `no-cache`               | Skips [refresh key][ref-refresh-keys] checks. Always returns fresh data from the data source, regardless of cache or query performance.                                                                                                            |

## `Continue wait`

If the request takes too long to be processed, the REST (JSON) API responds with
`{ "error": "Continue wait" }` and the status code 200.

This is part of the long polling mechanism:

* After an API instance receives a request, it adds the query to the query queue.
* If the query takes too long to be processed, the API instance will respond with `Continue wait`. Receiving `Continue wait` doesn't mean the database query has been canceled, and it's actually still being processed by Cube.
* Clients who received `Continue wait` should continuously retry the same query in a loop until they get a successful result. Database queries that are no longer retried by clients will be marked as orphaned and removed from the query queue. Subsequent calls to the REST (JSON) API are idempotent and don't lead to scheduling new database queries if not required by the [`refresh_key`][ref-schema-ref-cube-refresh-key].

Possible reasons of `Continue wait`:

* The query is too heavy for the upstream database, i.e., it takes too long to be processed.
* The maximum [concurrency][ref-concurrency] is reached, i.e., there are many queries
  waiting in the query queue until the previous ones are completed.

[`continueWaitTimeout`][ref-conf-queue-opts] configuration option can be adjusted
in order to change the time Cube waits before returning `Continue wait` message.
However, it's recommended to address the root cause of the issue instead of
increasing the timeout:

* Switch from a [traditional database][ref-traditional-databases] to a [data
  warehouse][ref-data-warehouses].
* Increase the [concurrency][ref-concurrency] if your database can handle it.
* Implement [pre-aggregations][ref-pre-aggregations] to reduce the query time by using Cube Store.

[mdn-cors]: https://developer.mozilla.org/en-US/docs/Web/HTTP/CORS

[ref-config-js]: /reference/configuration/config

[ref-config-queryrewrite]: /reference/configuration/config#queryrewrite

[ref-conf-queue-opts]: /reference/configuration/config#queueoptions

[ref-rest-query-format]: /reference/core-data-apis/rest-api/query-format#query-properties

[ref-ref-meta-endpoint]: /reference/core-data-apis/rest-api/reference#base_path/v1/meta

[ref-config-cors]: /reference/configuration/config#http

[ref-schema-ref-cube-refresh-key]: /reference/data-modeling/cube#refresh_key

[ref-security]: /docs/data-modeling/access-control

[ref-notebooks]: /admin/connect-to-data/visualization-tools#notebooks

[ref-observable]: /admin/connect-to-data/visualization-tools/observable

[ref-low-code]: /admin/connect-to-data/visualization-tools#low-code-tools-internal-tool-builders

[ref-retool]: /admin/connect-to-data/visualization-tools/retool

[ref-conf-basepath]: /reference/configuration/config#basepath

[ref-conf-contexttoapiscopes]: /reference/configuration/config#contexttoapiscopes

[ref-ref-load]: /reference/core-data-apis/rest-api/reference#base_path/v1/load

[ref-ref-meta]: /reference/core-data-apis/rest-api/reference#base_path/v1/meta

[ref-ref-sql]: /reference/core-data-apis/rest-api/reference#base_path/v1/sql

[ref-ref-cubesql]: /reference/core-data-apis/rest-api/reference#base_path/v1/cubesql

[ref-ref-paj]: /reference/core-data-apis/rest-api/reference#base_path/v1/pre-aggregations/jobs

[ref-security-context]: /docs/data-modeling/access-control/context

[ref-graphql-api]: /reference/core-data-apis/graphql-api

[ref-orchestration-api]: /reference/orchestration-api

[cube-ea]: https://cube.dev/use-cases/embedded-analytics

[cube-rta]: https://cube.dev/use-cases/real-time-analytics

[graphql]: https://graphql.org

[self-api-scopes]: #configuration-api-scopes

[self-cors]: #configuration-cors

[ref-ref-rest-api]: /reference/core-data-apis/rest-api/reference

[link-jq-utility]: https://jqlang.github.io/jq/

[gh-cube-openspec]: https://github.com/cube-js/cube/blob/master/packages/cubejs-api-gateway/openspec.yml

[link-websocket]: https://en.wikipedia.org/wiki/WebSocket

[ref-concurrency]: /admin/connect-to-data/concurrency

[ref-data-warehouses]: /admin/connect-to-data/data-sources#data-warehouses

[ref-traditional-databases]: /admin/connect-to-data/data-sources#transactional-databases

[ref-pre-aggregations]: /docs/pre-aggregations/using-pre-aggregations

[ref-javascript-sdk]: /reference/javascript-sdk

[ref-recipe-real-time-data-fetch]: /recipes/core-data-api/real-time-data-fetch

[ref-refresh-keys]: /reference/data-modeling/cube#refresh_key

[link-websocat]: https://github.com/vi/websocat

[ref-ref-metadata]: /reference/core-data-apis/rest-api/reference#metadata-api