Datasets (tables)
Cloudflare Analytics offers a range of datasets, including both general and product-specific datasets. Datasets use a consistent naming scheme that explicitly identifies the type of data they return:
Domain - Each dataset is named after the domain it describes and is associated with a set of nodes. Data nodes are typically named after the domain they represent. Product-specific data nodes incorporate the name of the relevant product, as in
loadBalancingRequests
. Network Analytics data nodes incorporate theipFlows
label.Aggregated data - Nodes that represent aggregated data include the
Groups
suffix. For example, theloadBalancingRequestsGroups
node represents aggregated data for Load Balancing requests. Aggregated data returns in an array of...Group
objects. If the data represented by a node is aggregated prior to query time, the aggregation period is also specified. For example,requests1mGroups
represents data aggregated into a collection of minute-wise roll-up reports.Raw data - Raw data nodes, such as
loadBalancingRequests
, are not aggregated and so do not incorporate theGroups
suffix. Raw data returns in arrays containing objects of the relevant data type. For example, a query toloadBalancingRequests
returns an array ofLoadBalancingRequest
objects.Adaptive Sampling - Nodes that represent data acquired using adaptive sampling incorporate the
Adaptive
suffix. (For details, refer to Sampling).
Detailed descriptions of nodes, their structure, and supported queries are available directly from the GraphQL Analytics API via introspection (refer to Get started: Querying basics). For more on using introspection to ask a GraphQL schema for information about the queries it supports, refer to the GraphQL documentation.
Available datasets
The following datasets (and associated nodes) are available in Cloudflare Analytics:
Dataset (product) | Node |
---|---|
Firewall Activity Log | firewallEventsAdaptive firewallEventsAdaptiveByTimeGroups |
Firewall Analytics | firewallEventsAdaptiveGroups |
Gateway Analytics | gatewayL4SessionsAdaptiveGroups gatewayL7RequestsAdaptiveGroups gatewayResolverQueriesAdaptiveGroups gatewayResolverByCategoryAdaptiveGroups |
Health Check Analytics | healthCheckEventsAdaptive healthCheckEventsAdaptiveGroups |
HTTP Requests | httpRequestsAdaptiveGroups httpRequests1mGroups httpRequests1hGroups httpRequests1dGroups |
Image Resizing Analytics | imageResizingRequests1mGroups |
Load Balancing Analytics | loadBalancingRequestsAdaptive loadBalancingRequestsAdaptiveGroups |
Logpush Health Analytic | logpushHealthAdaptiveGroups |
Magic Firewall Analytics | magicFirewallSamplesAdaptiveGroups |
Network Analytics v2 for Magic Transit customers | magicTransitNetworkAnalyticsAdaptiveGroups dosdNetworkAnalyticsAdaptiveGroups dosdAttackAnalyticsGroups flowtrackdNetworkAnalyticsAdaptiveGroups magicFirewallNetworkAnalyticsAdaptiveGroups |
Network Analytics v2 for Spectrum customers (Enterprise plans only) | spectrumNetworkAnalyticsAdaptiveGroups dosdNetworkAnalyticsAdaptiveGroups dosdAttackAnalyticsGroups |
SYN Attacks (DoS Analytics) | synAvgPps1mGroups |
Workers Metrics | workersInvocationsAdaptive |
Turnstile Widget Analytics | turnstileAdaptiveGroups |
Beta datasets
Beta datasets are available to Enterprise customers for testing and exploration. Do not rely on beta data nodes, since they are subject to change or removal without notice.
Dataset (product) | Node |
---|---|
Web Analytics | rumPageloadEventsAdaptiveGroups rumPerformanceEventsAdaptiveGroups rumWebVitalsEventsAdaptiveGroups |
Waiting Room | waitingRoomAnalyticsAdaptive waitingRoomAnalyticsAdaptiveGroups |
Deprecated data nodes
The following data nodes are deprecated. To avoid disruption, migrate to replacement nodes before the sunset date.
Node | Replacement node | Sunset date |
---|---|---|
httpRequestsCacheGroups | httpRequestsAdaptiveGroups | March 1, 2021 |
httpRequests1mByColoGroups | httpRequestsAdaptiveGroups | September 1, 2021 |
httpRequests1dByColoGroups | httpRequestsAdaptiveGroups | September 1, 2021 |
firewallRulePreviewGroups | httpRequestsAdaptiveGroups | March 1, 2021 |
healthCheckEvents | healthCheckEventsAdaptive | March 1, 2021 |
healthCheckEventsGroups | healthCheckEventsAdaptiveGroups | March 1, 2021 |
loadBalancingRequests | loadBalancingRequestsAdaptive | September 30, 2021 |
loadBalancingRequestsGroups | loadBalancingRequestsAdaptiveGroups | September 30, 2021 |
ipFlows1mGroups ipFlows1hGroups ipFlows1dGroups ipFlows1mAttacksGroups | spectrumNetworkAnalyticsAdaptiveGroups magicTransitNetworkAnalyticsAdaptiveGroups dosdNetworkAnalyticsAdaptiveGroups dosdAttackAnalyticsGroups flowtrackdNetworkAnalyticsAdaptiveGroups magicFirewallNetworkAnalyticsAdaptiveGroups | March 31, 2022 |
Working with datasets
Aggregated fields
This example illustrates the structure for Groups:
type WhateverGroup { count # No subfields, it is just the group size. Not available for roll-up tables. sum { # fields that support summing (numbers, maps of numbers) } avg { # fields that support averaging (numbers) } uniq { # fields that support uniqueing (numbers, strings, enums, IPs, dates, etc.) }
}
Unique values are not available as a dimension but can be queried as demonstrated in this example:
{ # Get number of bytes and unique IPs in each minute. httpRequests1mGroups { sum { bytes } uniq { uniques # unique IPs } dimensions { datetimeMinute } }
# Count the number of events in each hour. firewallEventsAdaptiveGroups { count dimensions { datetimeHour } }
}
Schema type definitions
Every exposed table has a GraphQL type definition. Type definitions observe the following rules:
- Regular fields represent themselves.
- Every field, including nested fields, has a type and represents a list of that type.
- The
enum
type represents an enumerated field.
Here is an example type definition for ContentTypeMapElem
:
type ContentTypeMapElem { edgeResponseContentType: UInt32! requests: UInt64! bytes: UInt64!
}
# An array of httpRequestsGroup is the result of httpRequests1hGroups or
# httpRequests1mGroups query.
type httpRequestsGroup { date: Date! timeslot: DateTime! requests: UInt64! contentTypeMap: [ContentTypeMapElem!]! # ... other fields
}
enum TrustedClientCategory { UNKNOWN REAL_BROWSER HONEST_BOT
}
# An array of Request is the result of httpRequests query.
type Request { trustedClientCategory: TrustedClientCategory! # ... other fields
}///