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Datasets

Data Access Controls in Datadog is a feature that allows administrators and access managers to regulate access to sensitive data. By defining Restricted Datasets, you can ensure that only specific teams or roles can view certain types of telemetry (for example, logs, traces, metrics, and RUM data).

Create a dataset

POST https://api.ap1.datadoghq.com/api/v2/datasetshttps://api.ap2.datadoghq.com/api/v2/datasetshttps://api.datadoghq.eu/api/v2/datasetshttps://api.ddog-gov.com/api/v2/datasetshttps://api.datadoghq.com/api/v2/datasetshttps://api.us3.datadoghq.com/api/v2/datasetshttps://api.us5.datadoghq.com/api/v2/datasets

개요

Create a dataset with the configurations in the request.

요청

Body Data (required)

Dataset payload

Expand All

항목

유형

설명

data [required]

object

Dataset object.

attributes [required]

object

Dataset metadata and configuration(s).

created_at

date-time

Timestamp when the dataset was created.

created_by

uuid

Unique ID of the user who created the dataset.

name [required]

string

Name of the dataset.

principals [required]

[string]

List of access principals, formatted as principal_type:id. Principal can be 'team' or 'role'.

product_filters [required]

[object]

List of product-specific filters.

filters [required]

[string]

Defines the list of tag-based filters used to restrict access to telemetry data for a specific product. These filters act as access control rules. Each filter must follow the tag query syntax used by Datadog (such as @tag.key:value), and only one tag or attribute may be used to define the access strategy per telemetry type.

product [required]

string

Name of the product the dataset is for. Possible values are 'apm', 'rum', 'synthetics', 'metrics', 'logs', 'sd_repoinfo', 'error_tracking', 'cloud_cost', and 'ml_obs'.

id

string

Unique identifier for the dataset.

type [required]

string

Resource type, always "dataset".

{
  "data": {
    "attributes": {
      "created_at": "2019-09-19T10:00:00.000Z",
      "created_by": "string",
      "name": "Security Audit Dataset",
      "principals": [
        "role:86245fce-0a4e-11f0-92bd-da7ad0900002"
      ],
      "product_filters": [
        {
          "filters": [
            "@application.id:ABCD"
          ],
          "product": "logs"
        }
      ]
    },
    "id": "123e4567-e89b-12d3-a456-426614174000",
    "type": "dataset"
  }
}

응답

OK

Response containing a single dataset object.

Expand All

항목

유형

설명

data [required]

object

Dataset object.

attributes [required]

object

Dataset metadata and configuration(s).

created_at

date-time

Timestamp when the dataset was created.

created_by

uuid

Unique ID of the user who created the dataset.

name [required]

string

Name of the dataset.

principals [required]

[string]

List of access principals, formatted as principal_type:id. Principal can be 'team' or 'role'.

product_filters [required]

[object]

List of product-specific filters.

filters [required]

[string]

Defines the list of tag-based filters used to restrict access to telemetry data for a specific product. These filters act as access control rules. Each filter must follow the tag query syntax used by Datadog (such as @tag.key:value), and only one tag or attribute may be used to define the access strategy per telemetry type.

product [required]

string

Name of the product the dataset is for. Possible values are 'apm', 'rum', 'synthetics', 'metrics', 'logs', 'sd_repoinfo', 'error_tracking', 'cloud_cost', and 'ml_obs'.

id

string

Unique identifier for the dataset.

type [required]

string

Resource type, always "dataset".

{
  "data": {
    "attributes": {
      "created_at": "2019-09-19T10:00:00.000Z",
      "created_by": "string",
      "name": "Security Audit Dataset",
      "principals": [
        "role:86245fce-0a4e-11f0-92bd-da7ad0900002"
      ],
      "product_filters": [
        {
          "filters": [
            "@application.id:ABCD"
          ],
          "product": "logs"
        }
      ]
    },
    "id": "123e4567-e89b-12d3-a456-426614174000",
    "type": "dataset"
  }
}

Bad Request

API error response.

Expand All

항목

유형

설명

errors [required]

[string]

A list of errors.

{
  "errors": [
    "Bad Request"
  ]
}

Not Authorized

API error response.

Expand All

항목

유형

설명

errors [required]

[string]

A list of errors.

{
  "errors": [
    "Bad Request"
  ]
}

Conflict

API error response.

Expand All

항목

유형

설명

errors [required]

[string]

A list of errors.

{
  "errors": [
    "Bad Request"
  ]
}

Too many requests

API error response.

Expand All

항목

유형

설명

errors [required]

[string]

A list of errors.

{
  "errors": [
    "Bad Request"
  ]
}

코드 사례

                  # Curl command
curl -X POST "https://api.ap1.datadoghq.com"https://api.ap2.datadoghq.com"https://api.datadoghq.eu"https://api.ddog-gov.com"https://api.datadoghq.com"https://api.us3.datadoghq.com"https://api.us5.datadoghq.com/api/v2/datasets" \
-H "Accept: application/json" \
-H "Content-Type: application/json" \
-H "DD-API-KEY: ${DD_API_KEY}" \
-H "DD-APPLICATION-KEY: ${DD_APP_KEY}" \
-d @- << EOF
{
  "data": {
    "attributes": {
      "name": "Security Audit Dataset",
      "principals": [
        "role:86245fce-0a4e-11f0-92bd-da7ad0900002"
      ],
      "product_filters": [
        {
          "filters": [
            "@application.id:ABCD"
          ],
          "product": "logs"
        }
      ]
    },
    "type": "dataset"
  }
}
EOF

Get a single dataset by ID

GET https://api.ap1.datadoghq.com/api/v2/datasets/{dataset_id}https://api.ap2.datadoghq.com/api/v2/datasets/{dataset_id}https://api.datadoghq.eu/api/v2/datasets/{dataset_id}https://api.ddog-gov.com/api/v2/datasets/{dataset_id}https://api.datadoghq.com/api/v2/datasets/{dataset_id}https://api.us3.datadoghq.com/api/v2/datasets/{dataset_id}https://api.us5.datadoghq.com/api/v2/datasets/{dataset_id}

개요

Retrieves the dataset associated with the ID.

인수

경로 파라미터

이름

유형

설명

dataset_id [required]

string

The ID of a defined dataset.

응답

OK

Response containing a single dataset object.

Expand All

항목

유형

설명

data [required]

object

Dataset object.

attributes [required]

object

Dataset metadata and configuration(s).

created_at

date-time

Timestamp when the dataset was created.

created_by

uuid

Unique ID of the user who created the dataset.

name [required]

string

Name of the dataset.

principals [required]

[string]

List of access principals, formatted as principal_type:id. Principal can be 'team' or 'role'.

product_filters [required]

[object]

List of product-specific filters.

filters [required]

[string]

Defines the list of tag-based filters used to restrict access to telemetry data for a specific product. These filters act as access control rules. Each filter must follow the tag query syntax used by Datadog (such as @tag.key:value), and only one tag or attribute may be used to define the access strategy per telemetry type.

product [required]

string

Name of the product the dataset is for. Possible values are 'apm', 'rum', 'synthetics', 'metrics', 'logs', 'sd_repoinfo', 'error_tracking', 'cloud_cost', and 'ml_obs'.

id

string

Unique identifier for the dataset.

type [required]

string

Resource type, always "dataset".

{
  "data": {
    "attributes": {
      "created_at": "2019-09-19T10:00:00.000Z",
      "created_by": "string",
      "name": "Security Audit Dataset",
      "principals": [
        "role:86245fce-0a4e-11f0-92bd-da7ad0900002"
      ],
      "product_filters": [
        {
          "filters": [
            "@application.id:ABCD"
          ],
          "product": "logs"
        }
      ]
    },
    "id": "123e4567-e89b-12d3-a456-426614174000",
    "type": "dataset"
  }
}

Bad Request

API error response.

Expand All

항목

유형

설명

errors [required]

[string]

A list of errors.

{
  "errors": [
    "Bad Request"
  ]
}

Not Authorized

API error response.

Expand All

항목

유형

설명

errors [required]

[string]

A list of errors.

{
  "errors": [
    "Bad Request"
  ]
}

Not Found

API error response.

Expand All

항목

유형

설명

errors [required]

[string]

A list of errors.

{
  "errors": [
    "Bad Request"
  ]
}

Too many requests

API error response.

Expand All

항목

유형

설명

errors [required]

[string]

A list of errors.

{
  "errors": [
    "Bad Request"
  ]
}

코드 사례

                  # Path parameters
export dataset_id="0879ce27-29a1-481f-a12e-bc2a48ec9ae1"
# Curl command
curl -X GET "https://api.ap1.datadoghq.com"https://api.ap2.datadoghq.com"https://api.datadoghq.eu"https://api.ddog-gov.com"https://api.datadoghq.com"https://api.us3.datadoghq.com"https://api.us5.datadoghq.com/api/v2/datasets/${dataset_id}" \
-H "Accept: application/json" \
-H "DD-API-KEY: ${DD_API_KEY}" \
-H "DD-APPLICATION-KEY: ${DD_APP_KEY}"

Get all datasets

GET https://api.ap1.datadoghq.com/api/v2/datasetshttps://api.ap2.datadoghq.com/api/v2/datasetshttps://api.datadoghq.eu/api/v2/datasetshttps://api.ddog-gov.com/api/v2/datasetshttps://api.datadoghq.com/api/v2/datasetshttps://api.us3.datadoghq.com/api/v2/datasetshttps://api.us5.datadoghq.com/api/v2/datasets

개요

Get all datasets that have been configured for an organization.

응답

OK

Response containing a list of datasets.

Expand All

항목

유형

설명

data [required]

[object]

The list of datasets returned in response.

attributes [required]

object

Dataset metadata and configuration(s).

created_at

date-time

Timestamp when the dataset was created.

created_by

uuid

Unique ID of the user who created the dataset.

name [required]

string

Name of the dataset.

principals [required]

[string]

List of access principals, formatted as principal_type:id. Principal can be 'team' or 'role'.

product_filters [required]

[object]

List of product-specific filters.

filters [required]

[string]

Defines the list of tag-based filters used to restrict access to telemetry data for a specific product. These filters act as access control rules. Each filter must follow the tag query syntax used by Datadog (such as @tag.key:value), and only one tag or attribute may be used to define the access strategy per telemetry type.

product [required]

string

Name of the product the dataset is for. Possible values are 'apm', 'rum', 'synthetics', 'metrics', 'logs', 'sd_repoinfo', 'error_tracking', 'cloud_cost', and 'ml_obs'.

id

string

Unique identifier for the dataset.

type [required]

string

Resource type, always "dataset".

{
  "data": [
    {
      "attributes": {
        "created_at": "2019-09-19T10:00:00.000Z",
        "created_by": "string",
        "name": "Security Audit Dataset",
        "principals": [
          "role:86245fce-0a4e-11f0-92bd-da7ad0900002"
        ],
        "product_filters": [
          {
            "filters": [
              "@application.id:ABCD"
            ],
            "product": "logs"
          }
        ]
      },
      "id": "123e4567-e89b-12d3-a456-426614174000",
      "type": "dataset"
    }
  ]
}

Not Authorized

API error response.

Expand All

항목

유형

설명

errors [required]

[string]

A list of errors.

{
  "errors": [
    "Bad Request"
  ]
}

Too many requests

API error response.

Expand All

항목

유형

설명

errors [required]

[string]

A list of errors.

{
  "errors": [
    "Bad Request"
  ]
}

코드 사례

                  # Curl command
curl -X GET "https://api.ap1.datadoghq.com"https://api.ap2.datadoghq.com"https://api.datadoghq.eu"https://api.ddog-gov.com"https://api.datadoghq.com"https://api.us3.datadoghq.com"https://api.us5.datadoghq.com/api/v2/datasets" \
-H "Accept: application/json" \
-H "DD-API-KEY: ${DD_API_KEY}" \
-H "DD-APPLICATION-KEY: ${DD_APP_KEY}"

Delete a dataset

DELETE https://api.ap1.datadoghq.com/api/v2/datasets/{dataset_id}https://api.ap2.datadoghq.com/api/v2/datasets/{dataset_id}https://api.datadoghq.eu/api/v2/datasets/{dataset_id}https://api.ddog-gov.com/api/v2/datasets/{dataset_id}https://api.datadoghq.com/api/v2/datasets/{dataset_id}https://api.us3.datadoghq.com/api/v2/datasets/{dataset_id}https://api.us5.datadoghq.com/api/v2/datasets/{dataset_id}

개요

Deletes the dataset associated with the ID.

인수

경로 파라미터

이름

유형

설명

dataset_id [required]

string

The ID of a defined dataset.

응답

No Content

Bad Request

API error response.

Expand All

항목

유형

설명

errors [required]

[string]

A list of errors.

{
  "errors": [
    "Bad Request"
  ]
}

Not Authorized

API error response.

Expand All

항목

유형

설명

errors [required]

[string]

A list of errors.

{
  "errors": [
    "Bad Request"
  ]
}

Not Found

API error response.

Expand All

항목

유형

설명

errors [required]

[string]

A list of errors.

{
  "errors": [
    "Bad Request"
  ]
}

Too many requests

API error response.

Expand All

항목

유형

설명

errors [required]

[string]

A list of errors.

{
  "errors": [
    "Bad Request"
  ]
}

코드 사례

                  # Path parameters
export dataset_id="0879ce27-29a1-481f-a12e-bc2a48ec9ae1"
# Curl command
curl -X DELETE "https://api.ap1.datadoghq.com"https://api.ap2.datadoghq.com"https://api.datadoghq.eu"https://api.ddog-gov.com"https://api.datadoghq.com"https://api.us3.datadoghq.com"https://api.us5.datadoghq.com/api/v2/datasets/${dataset_id}" \
-H "DD-API-KEY: ${DD_API_KEY}" \
-H "DD-APPLICATION-KEY: ${DD_APP_KEY}"