grafana/docs/sources/http_api/data_source.md
Will Browne 572ca553b6
Plugins: Add deprecation notice for /api/tsdb/query endpoint (#45238)
* add deprecation notice for /api/tsdb/query

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* add API docs for ds/query

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Co-authored-by: Marcus Efraimsson <marcus.efraimsson@gmail.com>

* docs feedback

Co-authored-by: Marcus Efraimsson <marcus.efraimsson@gmail.com>
2022-03-30 17:46:06 +02:00

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+++ title = "Data source HTTP API " description = "Grafana Data source HTTP API" keywords = ["grafana", "http", "documentation", "api", "data source"] aliases = ["/docs/grafana/latest/http_api/datasource/"] +++

Data source API

If you are running Grafana Enterprise and have [Fine-grained access control]({{< relref "../enterprise/access-control/_index.md" >}}) enabled, for some endpoints you would need to have relevant permissions. Refer to specific resources to understand what permissions are required.

Get all data sources

GET /api/datasources

Required permissions

See note in the [introduction]({{< ref "#data-source-api" >}}) for an explanation.

Action Scope
datasources:read datasources:*

Examples

Example Request:

GET /api/datasources HTTP/1.1
Accept: application/json
Content-Type: application/json
Authorization: Bearer eyJrIjoiT0tTcG1pUlY2RnVKZTFVaDFsNFZXdE9ZWmNrMkZYbk

Example Response:

HTTP/1.1 200
Content-Type: application/json

[
   {
     "id": 1,
     "orgId": 1,
     "uid": "H8joYFVGz"
     "name": "datasource_elastic",
     "type": "elasticsearch",
     "typeLogoUrl": "public/app/plugins/datasource/elasticsearch/img/elasticsearch.svg",
     "access": "proxy",
     "url": "http://mydatasource.com",
     "password": "",
     "user": "",
     "database": "grafana-dash",
     "basicAuth": false,
     "isDefault": false,
     "jsonData": {
         "esVersion": 5,
         "logLevelField": "",
         "logMessageField": "",
         "maxConcurrentShardRequests": 256,
         "timeField": "@timestamp"
     },
     "readOnly": false
   }
]

Get a single data source by Id

GET /api/datasources/:datasourceId

Required permissions

See note in the [introduction]({{< ref "#data-source-api" >}}) for an explanation.

Action Scope
datasources:read datasources:*
datasources🆔*
datasources🆔1 (single data source)

Examples

Example Request:

GET /api/datasources/1 HTTP/1.1
Accept: application/json
Content-Type: application/json
Authorization: Bearer eyJrIjoiT0tTcG1pUlY2RnVKZTFVaDFsNFZXdE9ZWmNrMkZYbk

Example Response:

HTTP/1.1 200
Content-Type: application/json

{
  "id": 1,
  "uid": "kLtEtcRGk",
  "orgId": 1,
  "name": "test_datasource",
  "type": "graphite",
  "typeLogoUrl": "",
  "access": "proxy",
  "url": "http://mydatasource.com",
  "password": "",
  "user": "",
  "database": "",
  "basicAuth": false,
  "basicAuthUser": "",
  "basicAuthPassword": "",
  "withCredentials": false,
  "isDefault": false,
  "jsonData": {
    "graphiteType": "default",
    "graphiteVersion": "1.1"
  },
  "secureJsonFields": {},
  "version": 1,
  "readOnly": false
}

Get a single data source by UID

GET /api/datasources/uid/:uid

Required permissions

See note in the [introduction]({{< ref "#data-source-api" >}}) for an explanation.

Action Scope
datasources:read datasources:*
datasources:uid:*
datasources:uid:kLtEtcRGk (single data source)

Examples

Example request:

GET /api/datasources/uid/kLtEtcRGk HTTP/1.1
Accept: application/json
Content-Type: application/json
Authorization: Bearer eyJrIjoiT0tTcG1pUlY2RnVKZTFVaDFsNFZXdE9ZWmNrMkZYbk

Example Response:

HTTP/1.1 200
Content-Type: application/json

{
  "id": 1,
  "uid": "kLtEtcRGk",
  "orgId": 1,
  "name": "test_datasource",
  "type": "graphite",
  "typeLogoUrl": "",
  "access": "proxy",
  "url": "http://mydatasource.com",
  "password": "",
  "user": "",
  "database": "",
  "basicAuth": false,
  "basicAuthUser": "",
  "basicAuthPassword": "",
  "withCredentials": false,
  "isDefault": false,
  "jsonData": {
    "graphiteType": "default",
    "graphiteVersion": "1.1"
  },
  "secureJsonFields": {},
  "version": 1,
  "readOnly": false
}

Get a single data source by Name

GET /api/datasources/name/:name

Required permissions

See note in the [introduction]({{< ref "#data-source-api" >}}) for an explanation.

Action Scope
datasources:read datasources:*
datasources:name:*
datasources:name:test_datasource (single data source)

Examples

Example Request:

GET /api/datasources/name/test_datasource HTTP/1.1
Accept: application/json
Content-Type: application/json
Authorization: Bearer eyJrIjoiT0tTcG1pUlY2RnVKZTFVaDFsNFZXdE9ZWmNrMkZYbk

Example Response:

HTTP/1.1 200
Content-Type: application/json

{
  "id": 1,
  "uid": "kLtEtcRGk",
  "orgId": 1,
  "name": "test_datasource",
  "type": "graphite",
  "typeLogoUrl": "",
  "access": "proxy",
  "url": "http://mydatasource.com",
  "password": "",
  "user": "",
  "database": "",
  "basicAuth": false,
  "basicAuthUser": "",
  "basicAuthPassword": "",
  "withCredentials": false,
  "isDefault": false,
  "jsonData": {
    "graphiteType": "default",
    "graphiteVersion": "1.1"
  },
  "secureJsonFields": {},
  "version": 1,
  "readOnly": false
}

Get data source Id by Name

GET /api/datasources/id/:name

Required permissions

See note in the [introduction]({{< ref "#data-source-api" >}}) for an explanation.

Action Scope
datasources.id:read datasources:*
datasources:name:*
datasources:name:test_datasource (single data source)

Examples

Example Request:

GET /api/datasources/id/test_datasource HTTP/1.1
Accept: application/json
Content-Type: application/json
Authorization: Bearer eyJrIjoiT0tTcG1pUlY2RnVKZTFVaDFsNFZXdE9ZWmNrMkZYbk

Example Response:

HTTP/1.1 200
Content-Type: application/json

{
  "id":1
}

Create a data source

POST /api/datasources

Required permissions

See note in the [introduction]({{< ref "#data-source-api" >}}) for an explanation.

Action Scope
datasources:create n/a

Examples

Example Graphite Request:

POST /api/datasources HTTP/1.1
Accept: application/json
Content-Type: application/json
Authorization: Bearer eyJrIjoiT0tTcG1pUlY2RnVKZTFVaDFsNFZXdE9ZWmNrMkZYbk

{
  "name":"test_datasource",
  "type":"graphite",
  "url":"http://mydatasource.com",
  "access":"proxy",
  "basicAuth":false
}

Example Graphite Response:

HTTP/1.1 200
Content-Type: application/json

{
  "datasource": {
    "id": 1,
    "orgId": 1,
    "name": "test_datasource",
    "type": "graphite",
    "typeLogoUrl": "",
    "access": "proxy",
    "url": "http://mydatasource.com",
    "password": "",
    "user": "",
    "database": "",
    "basicAuth": false,
    "basicAuthUser": "",
    "basicAuthPassword": "",
    "withCredentials": false,
    "isDefault": false,
    "jsonData": {},
    "secureJsonFields": {},
    "version": 1,
    "readOnly": false
  },
  "id": 1,
  "message": "Datasource added",
  "name": "test_datasource"
}

Note: By defining password and basicAuthPassword under secureJsonData Grafana encrypts them securely as an encrypted blob in the database. The response then lists the encrypted fields under secureJsonFields.

Example Graphite Request with basic auth enabled:

POST /api/datasources HTTP/1.1
Accept: application/json
Content-Type: application/json
Authorization: Bearer eyJrIjoiT0tTcG1pUlY2RnVKZTFVaDFsNFZXdE9ZWmNrMkZYbk

{
  "name": "test_datasource",
  "type": "graphite",
  "url": "http://mydatasource.com",
  "access": "proxy",
  "basicAuth": true,
  "basicAuthUser": "basicuser",
  "secureJsonData": {
    "basicAuthPassword": "basicpassword"
  }
}

Example Response with basic auth enabled:

HTTP/1.1 200
Content-Type: application/json

{
  "datasource": {
    "id": 1,
    "orgId": 1,
    "name": "test_datasource",
    "type": "graphite",
    "typeLogoUrl": "",
    "access": "proxy",
    "url": "http://mydatasource.com",
    "password": "",
    "user": "",
    "database": "",
    "basicAuth": true,
    "basicAuthUser": "basicuser",
    "basicAuthPassword": "",
    "withCredentials": false,
    "isDefault": false,
    "jsonData": {},
    "secureJsonFields": {
      "basicAuthPassword": true
    },
    "version": 1,
    "readOnly": false
  },
  "id": 102,
  "message": "Datasource added",
  "name": "test_datasource"
}

Example CloudWatch Request:

POST /api/datasources HTTP/1.1
Accept: application/json
Content-Type: application/json
Authorization: Bearer eyJrIjoiT0tTcG1pUlY2RnVKZTFVaDFsNFZXdE9ZWmNrMkZYbk

{
  "name": "test_datasource",
  "type": "cloudwatch",
  "url": "http://monitoring.us-west-1.amazonaws.com",
  "access": "proxy",
  "jsonData": {
    "authType": "keys",
    "defaultRegion": "us-west-1"
  },
  "secureJsonData": {
    "accessKey": "Ol4pIDpeKSA6XikgOl4p",
    "secretKey": "dGVzdCBrZXkgYmxlYXNlIGRvbid0IHN0ZWFs"
  }
}

Update an existing data source

PUT /api/datasources/:datasourceId

Required permissions

See note in the [introduction]({{< ref "#data-source-api" >}}) for an explanation.

Action Scope
datasources:write datasources:*
datasources🆔*
datasources🆔1 (single data source)

Examples

Example Request:

PUT /api/datasources/1 HTTP/1.1
Accept: application/json
Content-Type: application/json
Authorization: Bearer eyJrIjoiT0tTcG1pUlY2RnVKZTFVaDFsNFZXdE9ZWmNrMkZYbk

{
  "id":1,
  "orgId":1,
  "name":"test_datasource",
  "type":"graphite",
  "access":"proxy",
  "url":"http://mydatasource.com",
  "password":"",
  "user":"",
  "database":"",
  "basicAuth":true,
  "basicAuthUser":"basicuser",
  "secureJsonData": {
    "basicAuthPassword": "basicpassword"
  },
  "isDefault":false,
  "jsonData":null
}

Example Response:

HTTP/1.1 200
Content-Type: application/json

{
  "datasource": {
    "id": 1,
    "orgId": 1,
    "name": "test_datasource",
    "type": "graphite",
    "typeLogoUrl": "",
    "access": "proxy",
    "url": "http://mydatasource.com",
    "password": "",
    "user": "",
    "database": "",
    "basicAuth": true,
    "basicAuthUser": "basicuser",
    "basicAuthPassword": "",
    "withCredentials": false,
    "isDefault": false,
    "jsonData": {},
    "secureJsonFields": {
      "basicAuthPassword": true
    },
    "version": 1,
    "readOnly": false
  },
  "id": 102,
  "message": "Datasource updated",
  "name": "test_datasource"
}

Note: Similar to creating a data source, password and basicAuthPassword should be defined under secureJsonData in order to be stored securely as an encrypted blob in the database. Then, the encrypted fields are listed under secureJsonFields section in the response.

Delete an existing data source by id

DELETE /api/datasources/:datasourceId

Required permissions

See note in the [introduction]({{< ref "#data-source-api" >}}) for an explanation.

Action Scope
datasources:delete datasources:*
datasources🆔*
datasources🆔1 (single data source)

Examples

Example Request:

DELETE /api/datasources/1 HTTP/1.1
Accept: application/json
Content-Type: application/json
Authorization: Bearer eyJrIjoiT0tTcG1pUlY2RnVKZTFVaDFsNFZXdE9ZWmNrMkZYbk

Example Response:

HTTP/1.1 200
Content-Type: application/json

{"message":"Data source deleted"}

Delete an existing data source by UID

DELETE /api/datasources/uid/:uid

Required permissions

See note in the [introduction]({{< ref "#data-source-api" >}}) for an explanation.

Action Scope
datasources:delete datasources:*
datasources:uid:*
datasources:uid:kLtEtcRGk (single data source)

Examples

Example request:

DELETE /api/datasources/uid/kLtEtcRGk HTTP/1.1
Accept: application/json
Content-Type: application/json
Authorization: Bearer eyJrIjoiT0tTcG1pUlY2RnVKZTFVaDFsNFZXdE9ZWmNrMkZYbk

Example response:

HTTP/1.1 200
Content-Type: application/json

{
    "message": "Data source deleted",
    "id": 1
}

Delete an existing data source by name

DELETE /api/datasources/name/:datasourceName

Required permissions

See note in the [introduction]({{< ref "#data-source-api" >}}) for an explanation.

Action Scope
datasources:delete datasources:*
datasources:name:*
datasources:name:test_datasource (single data source)

Examples

Example Request:

DELETE /api/datasources/name/test_datasource HTTP/1.1
Accept: application/json
Content-Type: application/json
Authorization: Bearer eyJrIjoiT0tTcG1pUlY2RnVKZTFVaDFsNFZXdE9ZWmNrMkZYbk

Example Response:

HTTP/1.1 200
Content-Type: application/json

{
  "message":"Data source deleted",
  "id": 1
}

Data source proxy calls

GET /api/datasources/proxy/:datasourceId/*

Proxies all calls to the actual data source.

Query a data source

Queries a data source having a backend implementation.

POST /api/ds/query

Note: Grafana's built-in data sources usually have a backend implementation.

Example request for the Test data source:

POST /api/ds/query HTTP/1.1
Accept: application/json
Content-Type: application/json

{
   "queries":[
      {
         "refId":"A",
         "scenarioId":"csv_metric_values",
         "datasource":{
            "uid":"PD8C576611E62080A"
         },
         "format": "table"
         "maxDataPoints":1848,
         "intervalMs":200,
         "stringInput":"1,20,90,30,5,0",
      }
   ],
   "from":"now-5m",
   "to":"now"
}

JSON Body schema:

  • from/to Specifies the time range for the queries. The time can be either epoch timestamps in milliseconds or relative using Grafana time units. For example, now-5m.
  • queries Specifies one or more queries. Must contain at least 1.
  • queries.datasource.uid Specifies the UID of data source to be queried. Each query in the request must have a unique datasource.
  • queries.refId Specifies an identifier of the query. Defaults to "A".
  • queries.format Specifies the format the data should be returned in. Valid options are time_series or table depending on the data source.
  • queries.maxDataPoints - Species the maximum amount of data points that a dashboard panel can render. Defaults to 100.
  • queries.intervalMs - Specifies the time series time interval in milliseconds. Defaults to 1000.

In addition, specific properties of each data source should be added in a request (for example queries.stringInput as shown in the request above). To better understand how to form a query for a certain data source, use the Developer Tools in your browser of choice and inspect the HTTP requests being made to /api/ds/query.

Example Test data source time series query response:

{
  "results": {
    "A": {
      "frames": [
        {
          "schema": {
            "refId": "A",
            "fields": [
              {
                "name": "time",
                "type": "time",
                "typeInfo": {
                  "frame": "time.Time"
                }
              },
              {
                "name": "A-series",
                "type": "number",
                "typeInfo": {
                  "frame": "int64",
                  "nullable": true
                }
              }
            ]
          },
          "data": {
            "values": [
              [1644488152084, 1644488212084, 1644488272084, 1644488332084, 1644488392084, 1644488452084],
              [1, 20, 90, 30, 5, 0]
            ]
          }
        }
      ]
    }
  }
}

Deprecated resources

The following resources have been deprecated. They will be removed in a future release.

Query a data source by ID

Warning: This API is deprecated since Grafana v8.5.0 and will be removed in a future release. Refer to the new data source query API.

Queries a data source having a backend implementation.

POST /api/tsdb/query

Note: Grafana's built-in data sources usually have a backend implementation.

Example Request:

POST /api/tsdb/query HTTP/1.1
Accept: application/json
Content-Type: application/json

{
  "from": "1420066800000",
  "to": "1575845999999",
  "queries": [
    {
      "refId": "A",
      "intervalMs": 86400000,
      "maxDataPoints": 1092,
      "datasourceId": 86,
      "rawSql": "SELECT 1 as valueOne, 2 as valueTwo",
      "format": "table"
    }
  ]
}

JSON Body schema:

  • from/to Specifies the time range for the queries. The time can be either epoch timestamps in milliseconds or relative using Grafana time units. For example, now-5m.
  • queries.refId Specifies an identifier of the query. Defaults to "A".
  • queries.format Specifies the format the data should be returned in. Valid options are time_series or table depending on the data source.
  • queries.datasourceId Specifies the data source to be queried. Each query in the request must have a unique datasourceId.
  • queries.maxDataPoints - Species the maximum amount of data points that a dashboard panel can render. Defaults to 100.
  • queries.intervalMs - Specifies the time series time interval in milliseconds. Defaults to 1000.

In addition, specific properties of each data source should be added in a request. To better understand how to form a query for a certain data source, use the Developer Tools in your browser of choice and inspect the HTTP requests being made to /api/tsdb/query.

Example request for the MySQL data source:

POST /api/tsdb/query HTTP/1.1
Accept: application/json
Content-Type: application/json

{
  "from": "1420066800000",
  "to": "1575845999999",
  "queries": [
    {
      "refId": "A",
      "intervalMs": 86400000,
      "maxDataPoints": 1092,
      "datasourceId": 86,
      "rawSql": "SELECT\n  time,\n  sum(opened) AS \"Opened\",\n  sum(closed) AS \"Closed\"\nFROM\n  issues_activity\nWHERE\n  $__unixEpochFilter(time) AND\n  period = 'm' AND\n  repo IN('grafana/grafana') AND\n  opened_by IN('Contributor','Grafana Labs')\nGROUP BY 1\nORDER BY 1\n",
      "format": "time_series"
    }
  ]
}

Example MySQL time series query response:

HTTP/1.1 200
Content-Type: application/json

{
  "results": {
    "A": {
      "refId": "A",
      "meta": {
        "rowCount": 0,
        "sql": "SELECT\n  time,\n  sum(opened) AS \"Opened\",\n  sum(closed) AS \"Closed\"\nFROM\n  issues_activity\nWHERE\n  time >= 1420066800 AND time <= 1575845999 AND\n  period = 'm' AND\n  repo IN('grafana/grafana') AND\n  opened_by IN('Contributor','Grafana Labs')\nGROUP BY 1\nORDER BY 1\n"
      },
      "series": [
        {
          "name": "Opened",
          "points": [
            [
              109,
              1420070400000
            ],
            [
              122,
              1422748800000
            ]
          ]
        },
        {
          "name": "Closed",
          "points": [
            [
              89,
              1420070400000
            ]
          ]
        }
      ]
    }
  }
}