Query analytics timeseries

analytics_query.timeseries(, ) -> AnalyticsQueryTimeseriesResponse

POST/accounts/{account_id}/analytics/query/{dataset}/timeseries

Returns time-bucketed analytics data for a dataset. Includes time slots, each containing the requested stats, group-by dimensions, and resolution-controlled bucket size (e.g. hour, day).

Security

API Token

The preferred authorization scheme for interacting with the Cloudflare API. Create a token.

Example:Authorization: Bearer Sn3lZJTBX6kkg7OdcBUAxOO963GEIyGQqnFTOFYY

API Email + API Key

The previous authorization scheme for interacting with the Cloudflare API, used in conjunction with a Global API key.

Example:X-Auth-Email: user@example.com

The previous authorization scheme for interacting with the Cloudflare API. When possible, use API tokens instead of Global API keys.

Example:X-Auth-Key: 144c9defac04969c7bfad8efaa8ea194

Accepted Permissions (at least one required)

Zero Trust Read

ParametersExpand Collapse

account_id: str

maxLength32

dataset: str

filters: Iterable[Filter]

Filters to apply before aggregating results.

name: str

Specifies the column name to filter on. Requires a valid column for the target dataset (e.g. country, allowed, appId).

op: str

Filter operator. Common values: eq, neq, in, not_in, gt, lt, gte, lte.

values: Sequence[Union[str, bool, float]]

Values to match against. Type depends on the column.

One of the following:

str

bool

float

from_: Union[str, datetime]

The start of the query time range (inclusive). RFC3339 format with timezone is required (e.g. 2024-11-05T00:00:00Z).

formatdate-time

group_by: Sequence[str]

Specifies the column names to group results by. Requires valid columns for the target dataset.

resolution: str

Time bucket size for grouping results. Controls the granularity of the returned time slots.

stats: Sequence[str]

Specifies the stat names to include in results. Requires valid stats for the target dataset (e.g. attemptsTotal, bytesTotal).

to: Union[str, datetime]

Specifies the end of the query time range (exclusive). Requires RFC3339 format with timezone.

formatdate-time

ReturnsExpand Collapse

class AnalyticsQueryTimeseriesResponse: …

resolution: str

The resolution used for time bucketing.

slots: List[Dict[str, object]]

Time-bucketed result rows. Each slot contains a time_bucket field plus the requested stats and group-by dimensions.

Query analytics timeseries

import os
from datetime import datetime
from cloudflare import Cloudflare

client = Cloudflare(
    api_token=os.environ.get("CLOUDFLARE_API_TOKEN"),  # This is the default and can be omitted
)
response = client.analytics_query.timeseries(
    dataset="shadow_it",
    account_id="023e105f4ecef8ad9ca31a8372d0c353",
    filters=[{
        "name": "allowed",
        "op": "eq",
        "values": [True],
    }],
    from_=datetime.fromisoformat("2024-11-01T00:00:00"),
    group_by=["country", "allowed"],
    resolution="day",
    stats=["attemptsTotal"],
    to=datetime.fromisoformat("2024-11-08T00:00:00"),
)
print(response.resolution)

{
  "errors": [],
  "messages": [
    {
      "code": 1000,
      "message": "API in beta: expect breaking changes."
    }
  ],
  "result": {
    "resolution": "hour",
    "slots": [
      {
        "appName": "Slack",
        "bytesTotal": 1048576,
        "time_bucket": "2024-11-05T00:00:00Z"
      },
      {
        "appName": "Slack",
        "bytesTotal": 2097152,
        "time_bucket": "2024-11-05T01:00:00Z"
      }
    ]
  },
  "success": true
}

{
  "errors": [
    {
      "code": 11005,
      "message": "art.api.parameter.invalid"
    }
  ],
  "messages": [
    {
      "code": 1002,
      "message": "Parameter 'from' has invalid value '2024-11-05 00:00:00'. Should be of type: 'RFC3339'"
    }
  ],
  "result": null,
  "success": false
}

{
  "errors": [
    {
      "code": 11005,
      "message": "art.api.parameter.invalid"
    }
  ],
  "messages": [
    {
      "code": 1000,
      "message": "API in beta: expect breaking changes."
    }
  ],
  "result": null,
  "success": false
}

{
  "errors": [
    {
      "code": 11003,
      "message": "art.api.resource.insufficient_permissions"
    }
  ],
  "messages": [],
  "result": null,
  "success": false
}

{
  "errors": [
    {
      "code": 11003,
      "message": "art.api.resource.insufficient_permissions"
    }
  ],
  "messages": [],
  "result": null,
  "success": false
}

{
  "errors": [
    {
      "code": 11003,
      "message": "art.api.resource.insufficient_permissions"
    }
  ],
  "messages": [],
  "result": null,
  "success": false
}

Returns Examples

{
  "errors": [],
  "messages": [
    {
      "code": 1000,
      "message": "API in beta: expect breaking changes."
    }
  ],
  "result": {
    "resolution": "hour",
    "slots": [
      {
        "appName": "Slack",
        "bytesTotal": 1048576,
        "time_bucket": "2024-11-05T00:00:00Z"
      },
      {
        "appName": "Slack",
        "bytesTotal": 2097152,
        "time_bucket": "2024-11-05T01:00:00Z"
      }
    ]
  },
  "success": true
}

{
  "errors": [
    {
      "code": 11005,
      "message": "art.api.parameter.invalid"
    }
  ],
  "messages": [
    {
      "code": 1002,
      "message": "Parameter 'from' has invalid value '2024-11-05 00:00:00'. Should be of type: 'RFC3339'"
    }
  ],
  "result": null,
  "success": false
}

{
  "errors": [
    {
      "code": 11005,
      "message": "art.api.parameter.invalid"
    }
  ],
  "messages": [
    {
      "code": 1000,
      "message": "API in beta: expect breaking changes."
    }
  ],
  "result": null,
  "success": false
}

{
  "errors": [
    {
      "code": 11003,
      "message": "art.api.resource.insufficient_permissions"
    }
  ],
  "messages": [],
  "result": null,
  "success": false
}

{
  "errors": [
    {
      "code": 11003,
      "message": "art.api.resource.insufficient_permissions"
    }
  ],
  "messages": [],
  "result": null,
  "success": false
}

{
  "errors": [
    {
      "code": 11003,
      "message": "art.api.resource.insufficient_permissions"
    }
  ],
  "messages": [],
  "result": null,
  "success": false
}