| --- |
| id: json-querying-api |
| title: JSON querying API |
| sidebar_label: JSON querying |
| --- |
| import Tabs from '@theme/Tabs'; |
| import TabItem from '@theme/TabItem'; |
| |
| |
| <!-- |
| |
| ~ Licensed to the Apache Software Foundation (ASF) under one |
| ~ or more contributor license agreements. See the NOTICE file |
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| ~ http://www.apache.org/licenses/LICENSE-2.0 |
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| --> |
| |
| This topic describes the API endpoints to submit JSON-based [native queries](../querying/querying.md) to Apache Druid. |
| |
| In this topic, `http://SERVICE_IP:SERVICE_PORT` is a placeholder for the server address of deployment and the service port. For example, on the quickstart configuration, replace `http://ROUTER_IP:ROUTER_PORT` with `http://localhost:8888`. |
| |
| |
| ## Submit a query |
| |
| Submits a JSON-based native query. The body of the request is the native query itself. |
| |
| Druid supports different types of queries for different use cases. All queries require the following properties: |
| * `queryType`: A string representing the type of query. Druid supports the following native query types: `timeseries`, `topN`, `groupBy`, `timeBoundaries`, `segmentMetadata`, `datasourceMetadata`, `scan`, and `search`. |
| * `dataSource`: A string or object defining the source of data to query. The most common value is the name of the datasource to query. For more information, see [Datasources](../querying/datasource.md). |
| |
| For additional properties based on your query type or use case, see [available native queries](../querying/querying.md#available-queries). |
| |
| ### URL |
| |
| <code class="postAPI">POST</code> <code>/druid/v2/</code> |
| |
| ### Query parameters |
| |
| * `pretty` (optional) |
| * Druid returns the response in a pretty-printed format using indentation and line breaks. |
| |
| ### Responses |
| |
| <Tabs> |
| |
| <TabItem value="1" label="200 SUCCESS"> |
| |
| |
| *Successfully submitted query* |
| |
| </TabItem> |
| <TabItem value="2" label="400 BAD REQUEST"> |
| |
| |
| *Error thrown due to bad query. Returns a JSON object detailing the error with the following format:* |
| |
| ```json |
| { |
| "error": "A well-defined error code.", |
| "errorMessage": "A message with additional details about the error.", |
| "errorClass": "Class of exception that caused this error.", |
| "host": "The host on which the error occurred." |
| } |
| ``` |
| For more information on possible error messages, see [query execution failures](../querying/querying.md#query-execution-failures). |
| |
| </TabItem> |
| </Tabs> |
| |
| --- |
| |
| ### Example query: `topN` |
| |
| The following example shows a `topN` query. The query analyzes the `social_media` datasource to return the top five users from the `username` dimension with the highest number of views from the `views` metric. |
| |
| <Tabs> |
| |
| <TabItem value="3" label="cURL"> |
| |
| |
| ```shell |
| curl "http://ROUTER_IP:ROUTER_PORT/druid/v2?pretty=null" \ |
| --header 'Content-Type: application/json' \ |
| --data '{ |
| "queryType": "topN", |
| "dataSource": "social_media", |
| "dimension": "username", |
| "threshold": 5, |
| "metric": "views", |
| "granularity": "all", |
| "aggregations": [ |
| { |
| "type": "longSum", |
| "name": "views", |
| "fieldName": "views" |
| } |
| ], |
| "intervals": [ |
| "2022-01-01T00:00:00.000/2024-01-01T00:00:00.000" |
| ] |
| }' |
| ``` |
| </TabItem> |
| <TabItem value="4" label="HTTP"> |
| |
| |
| ```HTTP |
| POST /druid/v2?pretty=null HTTP/1.1 |
| Host: http://ROUTER_IP:ROUTER_PORT |
| Content-Type: application/json |
| Content-Length: 336 |
| |
| { |
| "queryType": "topN", |
| "dataSource": "social_media", |
| "dimension": "username", |
| "threshold": 5, |
| "metric": "views", |
| "granularity": "all", |
| "aggregations": [ |
| { |
| "type": "longSum", |
| "name": "views", |
| "fieldName": "views" |
| } |
| ], |
| "intervals": [ |
| "2022-01-01T00:00:00.000/2024-01-01T00:00:00.000" |
| ] |
| } |
| ``` |
| |
| </TabItem> |
| </Tabs> |
| |
| #### Example response: `topN` |
| |
| <details> |
| <summary>Click to show sample response</summary> |
| |
| ```json |
| [ |
| { |
| "timestamp": "2023-07-03T18:49:54.848Z", |
| "result": [ |
| { |
| "views": 11591218026, |
| "username": "gus" |
| }, |
| { |
| "views": 11578638578, |
| "username": "miette" |
| }, |
| { |
| "views": 11561618880, |
| "username": "leon" |
| }, |
| { |
| "views": 11552609824, |
| "username": "mia" |
| }, |
| { |
| "views": 11551537517, |
| "username": "milton" |
| } |
| ] |
| } |
| ] |
| ``` |
| </details> |
| |
| ### Example query: `groupBy` |
| |
| The following example submits a JSON query of the `groupBy` type to retrieve the `username` with the highest votes to posts ratio from the `social_media` datasource. |
| |
| In this query: |
| * The `upvoteSum` aggregation calculates the sum of the `upvotes` for each user. |
| * The `postCount` aggregation calculates the sum of posts for each user. |
| * The `upvoteToPostRatio` is a post-aggregation of the `upvoteSum` and the `postCount`, divided to calculate the ratio. |
| * The result is sorted based on the `upvoteToPostRatio` in descending order. |
| |
| <Tabs> |
| |
| <TabItem value="5" label="cURL"> |
| |
| |
| ```shell |
| curl "http://ROUTER_IP:ROUTER_PORT/druid/v2" \ |
| --header 'Content-Type: application/json' \ |
| --data '{ |
| "queryType": "groupBy", |
| "dataSource": "social_media", |
| "dimensions": ["username"], |
| "granularity": "all", |
| "aggregations": [ |
| { "type": "doubleSum", "name": "upvoteSum", "fieldName": "upvotes" }, |
| { "type": "count", "name": "postCount", "fieldName": "post_title" } |
| ], |
| "postAggregations": [ |
| { |
| "type": "arithmetic", |
| "name": "upvoteToPostRatio", |
| "fn": "/", |
| "fields": [ |
| { "type": "fieldAccess", "name": "upvoteSum", "fieldName": "upvoteSum" }, |
| { "type": "fieldAccess", "name": "postCount", "fieldName": "postCount" } |
| ] |
| } |
| ], |
| "intervals": ["2022-01-01T00:00:00.000/2024-01-01T00:00:00.000"], |
| "limitSpec": { |
| "type": "default", |
| "limit": 1, |
| "columns": [ |
| { "dimension": "upvoteToPostRatio", "direction": "descending" } |
| ] |
| } |
| }' |
| ``` |
| |
| </TabItem> |
| |
| <TabItem value="6" label="HTTP"> |
| |
| ```HTTP |
| POST /druid/v2?pretty=null HTTP/1.1 |
| Host: http://ROUTER_IP:ROUTER_PORT |
| Content-Type: application/json |
| Content-Length: 817 |
| |
| { |
| "queryType": "groupBy", |
| "dataSource": "social_media", |
| "dimensions": ["username"], |
| "granularity": "all", |
| "aggregations": [ |
| { "type": "doubleSum", "name": "upvoteSum", "fieldName": "upvotes" }, |
| { "type": "count", "name": "postCount", "fieldName": "post_title" } |
| ], |
| "postAggregations": [ |
| { |
| "type": "arithmetic", |
| "name": "upvoteToPostRatio", |
| "fn": "/", |
| "fields": [ |
| { "type": "fieldAccess", "name": "upvoteSum", "fieldName": "upvoteSum" }, |
| { "type": "fieldAccess", "name": "postCount", "fieldName": "postCount" } |
| ] |
| } |
| ], |
| "intervals": ["2022-01-01T00:00:00.000/2024-01-01T00:00:00.000"], |
| "limitSpec": { |
| "type": "default", |
| "limit": 1, |
| "columns": [ |
| { "dimension": "upvoteToPostRatio", "direction": "descending" } |
| ] |
| } |
| } |
| ``` |
| |
| </TabItem> |
| </Tabs> |
| |
| #### Example response: `groupBy` |
| |
| <details> |
| <summary>Click to show sample response</summary> |
| |
| ```json |
| [ |
| { |
| "version": "v1", |
| "timestamp": "2022-01-01T00:00:00.000Z", |
| "event": { |
| "upvoteSum": 8.0419541E7, |
| "upvoteToPostRatio": 69.53014661762697, |
| "postCount": 1156614, |
| "username": "miette" |
| } |
| } |
| ] |
| ``` |
| </details> |
| |
| ## Get segment information for query |
| |
| Retrieves an array that contains objects with segment information, including the server locations associated with the query provided in the request body. |
| |
| ### URL |
| |
| <code class="postAPI">POST</code> <code>/druid/v2/candidates/</code> |
| |
| ### Query parameters |
| * `pretty` (optional) |
| * Druid returns the response in a pretty-printed format using indentation and line breaks. |
| |
| ### Responses |
| |
| <Tabs> |
| |
| <TabItem value="7" label="200 SUCCESS"> |
| |
| |
| *Successfully retrieved segment information* |
| |
| </TabItem> |
| <TabItem value="8" label="400 BAD REQUEST"> |
| |
| |
| *Error thrown due to bad query. Returns a JSON object detailing the error with the following format:* |
| |
| ```json |
| { |
| "error": "A well-defined error code.", |
| "errorMessage": "A message with additional details about the error.", |
| "errorClass": "Class of exception that caused this error.", |
| "host": "The host on which the error occurred." |
| } |
| ``` |
| For more information on possible error messages, see [query execution failures](../querying/querying.md#query-execution-failures). |
| |
| </TabItem> |
| </Tabs> |
| |
| --- |
| |
| ### Sample request |
| |
| <Tabs> |
| |
| <TabItem value="9" label="cURL"> |
| |
| |
| ```shell |
| curl "http://ROUTER_IP:ROUTER_PORT/druid/v2/candidates" \ |
| --header 'Content-Type: application/json' \ |
| --data '{ |
| "queryType": "topN", |
| "dataSource": "social_media", |
| "dimension": "username", |
| "threshold": 5, |
| "metric": "views", |
| "granularity": "all", |
| "aggregations": [ |
| { |
| "type": "longSum", |
| "name": "views", |
| "fieldName": "views" |
| } |
| ], |
| "intervals": [ |
| "2022-01-01T00:00:00.000/2024-01-01T00:00:00.000" |
| ] |
| }' |
| ``` |
| |
| </TabItem> |
| <TabItem value="10" label="HTTP"> |
| |
| |
| ```HTTP |
| POST /druid/v2/candidates HTTP/1.1 |
| Host: http://ROUTER_IP:ROUTER_PORT |
| Content-Type: application/json |
| Content-Length: 336 |
| |
| { |
| "queryType": "topN", |
| "dataSource": "social_media", |
| "dimension": "username", |
| "threshold": 5, |
| "metric": "views", |
| "granularity": "all", |
| |
| "aggregations": [ |
| { |
| "type": "longSum", |
| "name": "views", |
| "fieldName": "views" |
| } |
| ], |
| "intervals": [ |
| "2020-01-01T00:00:00.000/2024-01-01T00:00:00.000" |
| ] |
| } |
| ``` |
| |
| </TabItem> |
| </Tabs> |
| |
| ### Sample response |
| |
| <details> |
| <summary>Click to show sample response</summary> |
| |
| ```json |
| [ |
| { |
| "interval": "2023-07-03T18:00:00.000Z/2023-07-03T19:00:00.000Z", |
| "version": "2023-07-03T18:51:18.905Z", |
| "partitionNumber": 0, |
| "size": 21563693, |
| "locations": [ |
| { |
| "name": "localhost:8083", |
| "host": "localhost:8083", |
| "hostAndTlsPort": null, |
| "maxSize": 300000000000, |
| "type": "historical", |
| "tier": "_default_tier", |
| "priority": 0 |
| } |
| ] |
| }, |
| { |
| "interval": "2023-07-03T19:00:00.000Z/2023-07-03T20:00:00.000Z", |
| "version": "2023-07-03T19:00:00.657Z", |
| "partitionNumber": 0, |
| "size": 6057236, |
| "locations": [ |
| { |
| "name": "localhost:8083", |
| "host": "localhost:8083", |
| "hostAndTlsPort": null, |
| "maxSize": 300000000000, |
| "type": "historical", |
| "tier": "_default_tier", |
| "priority": 0 |
| } |
| ] |
| }, |
| { |
| "interval": "2023-07-05T21:00:00.000Z/2023-07-05T22:00:00.000Z", |
| "version": "2023-07-05T21:09:58.102Z", |
| "partitionNumber": 0, |
| "size": 223926186, |
| "locations": [ |
| { |
| "name": "localhost:8083", |
| "host": "localhost:8083", |
| "hostAndTlsPort": null, |
| "maxSize": 300000000000, |
| "type": "historical", |
| "tier": "_default_tier", |
| "priority": 0 |
| } |
| ] |
| }, |
| { |
| "interval": "2023-07-05T21:00:00.000Z/2023-07-05T22:00:00.000Z", |
| "version": "2023-07-05T21:09:58.102Z", |
| "partitionNumber": 1, |
| "size": 20244827, |
| "locations": [ |
| { |
| "name": "localhost:8083", |
| "host": "localhost:8083", |
| "hostAndTlsPort": null, |
| "maxSize": 300000000000, |
| "type": "historical", |
| "tier": "_default_tier", |
| "priority": 0 |
| } |
| ] |
| }, |
| { |
| "interval": "2023-07-05T22:00:00.000Z/2023-07-05T23:00:00.000Z", |
| "version": "2023-07-05T22:00:00.524Z", |
| "partitionNumber": 0, |
| "size": 104628051, |
| "locations": [ |
| { |
| "name": "localhost:8083", |
| "host": "localhost:8083", |
| "hostAndTlsPort": null, |
| "maxSize": 300000000000, |
| "type": "historical", |
| "tier": "_default_tier", |
| "priority": 0 |
| } |
| ] |
| }, |
| { |
| "interval": "2023-07-05T22:00:00.000Z/2023-07-05T23:00:00.000Z", |
| "version": "2023-07-05T22:00:00.524Z", |
| "partitionNumber": 1, |
| "size": 1603995, |
| "locations": [ |
| { |
| "name": "localhost:8083", |
| "host": "localhost:8083", |
| "hostAndTlsPort": null, |
| "maxSize": 300000000000, |
| "type": "historical", |
| "tier": "_default_tier", |
| "priority": 0 |
| } |
| ] |
| }, |
| { |
| "interval": "2023-07-05T23:00:00.000Z/2023-07-06T00:00:00.000Z", |
| "version": "2023-07-05T23:21:55.242Z", |
| "partitionNumber": 0, |
| "size": 181506843, |
| "locations": [ |
| { |
| "name": "localhost:8083", |
| "host": "localhost:8083", |
| "hostAndTlsPort": null, |
| "maxSize": 300000000000, |
| "type": "historical", |
| "tier": "_default_tier", |
| "priority": 0 |
| } |
| ] |
| }, |
| { |
| "interval": "2023-07-06T00:00:00.000Z/2023-07-06T01:00:00.000Z", |
| "version": "2023-07-06T00:02:08.498Z", |
| "partitionNumber": 0, |
| "size": 9170974, |
| "locations": [ |
| { |
| "name": "localhost:8083", |
| "host": "localhost:8083", |
| "hostAndTlsPort": null, |
| "maxSize": 300000000000, |
| "type": "historical", |
| "tier": "_default_tier", |
| "priority": 0 |
| } |
| ] |
| }, |
| { |
| "interval": "2023-07-06T00:00:00.000Z/2023-07-06T01:00:00.000Z", |
| "version": "2023-07-06T00:02:08.498Z", |
| "partitionNumber": 1, |
| "size": 23969632, |
| "locations": [ |
| { |
| "name": "localhost:8083", |
| "host": "localhost:8083", |
| "hostAndTlsPort": null, |
| "maxSize": 300000000000, |
| "type": "historical", |
| "tier": "_default_tier", |
| "priority": 0 |
| } |
| ] |
| }, |
| { |
| "interval": "2023-07-06T01:00:00.000Z/2023-07-06T02:00:00.000Z", |
| "version": "2023-07-06T01:13:53.982Z", |
| "partitionNumber": 0, |
| "size": 599895, |
| "locations": [ |
| { |
| "name": "localhost:8083", |
| "host": "localhost:8083", |
| "hostAndTlsPort": null, |
| "maxSize": 300000000000, |
| "type": "historical", |
| "tier": "_default_tier", |
| "priority": 0 |
| } |
| ] |
| }, |
| { |
| "interval": "2023-07-06T01:00:00.000Z/2023-07-06T02:00:00.000Z", |
| "version": "2023-07-06T01:13:53.982Z", |
| "partitionNumber": 1, |
| "size": 1627041, |
| "locations": [ |
| { |
| "name": "localhost:8083", |
| "host": "localhost:8083", |
| "hostAndTlsPort": null, |
| "maxSize": 300000000000, |
| "type": "historical", |
| "tier": "_default_tier", |
| "priority": 0 |
| } |
| ] |
| }, |
| { |
| "interval": "2023-07-06T02:00:00.000Z/2023-07-06T03:00:00.000Z", |
| "version": "2023-07-06T02:55:50.701Z", |
| "partitionNumber": 0, |
| "size": 629753, |
| "locations": [ |
| { |
| "name": "localhost:8083", |
| "host": "localhost:8083", |
| "hostAndTlsPort": null, |
| "maxSize": 300000000000, |
| "type": "historical", |
| "tier": "_default_tier", |
| "priority": 0 |
| } |
| ] |
| }, |
| { |
| "interval": "2023-07-06T02:00:00.000Z/2023-07-06T03:00:00.000Z", |
| "version": "2023-07-06T02:55:50.701Z", |
| "partitionNumber": 1, |
| "size": 1342360, |
| "locations": [ |
| { |
| "name": "localhost:8083", |
| "host": "localhost:8083", |
| "hostAndTlsPort": null, |
| "maxSize": 300000000000, |
| "type": "historical", |
| "tier": "_default_tier", |
| "priority": 0 |
| } |
| ] |
| }, |
| { |
| "interval": "2023-07-06T04:00:00.000Z/2023-07-06T05:00:00.000Z", |
| "version": "2023-07-06T04:02:36.562Z", |
| "partitionNumber": 0, |
| "size": 2131434, |
| "locations": [ |
| { |
| "name": "localhost:8083", |
| "host": "localhost:8083", |
| "hostAndTlsPort": null, |
| "maxSize": 300000000000, |
| "type": "historical", |
| "tier": "_default_tier", |
| "priority": 0 |
| } |
| ] |
| }, |
| { |
| "interval": "2023-07-06T05:00:00.000Z/2023-07-06T06:00:00.000Z", |
| "version": "2023-07-06T05:23:27.856Z", |
| "partitionNumber": 0, |
| "size": 797161, |
| "locations": [ |
| { |
| "name": "localhost:8083", |
| "host": "localhost:8083", |
| "hostAndTlsPort": null, |
| "maxSize": 300000000000, |
| "type": "historical", |
| "tier": "_default_tier", |
| "priority": 0 |
| } |
| ] |
| }, |
| { |
| "interval": "2023-07-06T05:00:00.000Z/2023-07-06T06:00:00.000Z", |
| "version": "2023-07-06T05:23:27.856Z", |
| "partitionNumber": 1, |
| "size": 1176858, |
| "locations": [ |
| { |
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| "maxSize": 300000000000, |
| "type": "historical", |
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| } |
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| "interval": "2023-07-06T06:00:00.000Z/2023-07-06T07:00:00.000Z", |
| "version": "2023-07-06T06:46:34.638Z", |
| "partitionNumber": 0, |
| "size": 2148760, |
| "locations": [ |
| { |
| "name": "localhost:8083", |
| "host": "localhost:8083", |
| "hostAndTlsPort": null, |
| "maxSize": 300000000000, |
| "type": "historical", |
| "tier": "_default_tier", |
| "priority": 0 |
| } |
| ] |
| }, |
| { |
| "interval": "2023-07-06T07:00:00.000Z/2023-07-06T08:00:00.000Z", |
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| "partitionNumber": 0, |
| "size": 2040748, |
| "locations": [ |
| { |
| "name": "localhost:8083", |
| "host": "localhost:8083", |
| "hostAndTlsPort": null, |
| "maxSize": 300000000000, |
| "type": "historical", |
| "tier": "_default_tier", |
| "priority": 0 |
| } |
| ] |
| }, |
| { |
| "interval": "2023-07-06T08:00:00.000Z/2023-07-06T09:00:00.000Z", |
| "version": "2023-07-06T08:27:31.407Z", |
| "partitionNumber": 0, |
| "size": 678723, |
| "locations": [ |
| { |
| "name": "localhost:8083", |
| "host": "localhost:8083", |
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| "maxSize": 300000000000, |
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| ] |
| } |
| ] |
| ``` |
| </details> |
