# AI # To Markdown ## Convert Files into Markdown `client.radar.ai.toMarkdown.create(ToMarkdownCreateParamsparams, RequestOptionsoptions?): SinglePage` **post** `/accounts/{account_id}/ai/tomarkdown` Converts uploaded files into Markdown format using Workers AI. ### Parameters - `params: ToMarkdownCreateParams` - `account_id: string` Path param - `files: Array` Body param ### Returns - `ToMarkdownCreateResponse` - `data: string` - `format: string` - `mimeType: string` - `name: string` - `tokens: string` ### Example ```node import Cloudflare from 'cloudflare'; const client = new Cloudflare({ apiToken: process.env['CLOUDFLARE_API_TOKEN'], // This is the default and can be omitted }); // Automatically fetches more pages as needed. for await (const toMarkdownCreateResponse of client.radar.ai.toMarkdown.create({ account_id: '023e105f4ecef8ad9ca31a8372d0c353', files: [fs.createReadStream('path/to/file')], })) { console.log(toMarkdownCreateResponse.data); } ``` #### Response ```json { "result": [ { "data": "data", "format": "format", "mimeType": "mimeType", "name": "name", "tokens": "tokens" } ], "success": true } ``` ## Domain Types ### To Markdown Create Response - `ToMarkdownCreateResponse` - `data: string` - `format: string` - `mimeType: string` - `name: string` - `tokens: string` # Inference ## Get Workers AI inference distribution by dimension `client.radar.ai.inference.summaryV2("MODEL" | "TASK"dimension, InferenceSummaryV2Paramsquery?, RequestOptionsoptions?): InferenceSummaryV2Response` **get** `/radar/ai/inference/summary/{dimension}` Retrieves an aggregated summary of unique accounts using Workers AI inference grouped by the specified dimension. ### Parameters - `dimension: "MODEL" | "TASK"` Specifies the attribute by which to group the results. - `"MODEL"` - `"TASK"` - `query: InferenceSummaryV2Params` - `asn?: Array` Filters results by Autonomous System. Specify one or more Autonomous System Numbers (ASNs) as a comma-separated list. Prefix with `-` to exclude ASNs from results. For example, `-174, 3356` excludes results from AS174, but includes results from AS3356. - `continent?: Array` Filters results by continent. Specify a comma-separated list of alpha-2 codes. Prefix with `-` to exclude continents from results. For example, `-EU,NA` excludes results from EU, but includes results from NA. - `dateEnd?: Array` End of the date range (inclusive). - `dateRange?: Array` Filters results by date range. For example, use `7d` and `7dcontrol` to compare this week with the previous week. Use this parameter or set specific start and end dates (`dateStart` and `dateEnd` parameters). - `dateStart?: Array` Start of the date range. - `format?: "JSON" | "CSV"` Format in which results will be returned. - `"JSON"` - `"CSV"` - `limitPerGroup?: number` Limits the number of objects per group to the top items within the specified time range. When item count exceeds the limit, extra items appear grouped under an "other" category. - `location?: Array` Filters results by location. Specify a comma-separated list of alpha-2 codes. Prefix with `-` to exclude locations from results. For example, `-US,PT` excludes results from the US, but includes results from PT. - `name?: Array` Array of names used to label the series in the response. ### Returns - `InferenceSummaryV2Response` - `meta: Meta` Metadata for the results. - `confidenceInfo: ConfidenceInfo` - `annotations: Array` - `dataSource: "ALL" | "AI_BOTS" | "AI_GATEWAY" | 22 more` Data source for annotations. - `"ALL"` - `"AI_BOTS"` - `"AI_GATEWAY"` - `"BGP"` - `"BOTS"` - `"CONNECTION_ANOMALY"` - `"CT"` - `"DNS"` - `"DNS_MAGNITUDE"` - `"DNS_AS112"` - `"DOS"` - `"EMAIL_ROUTING"` - `"EMAIL_SECURITY"` - `"FW"` - `"FW_PG"` - `"HTTP"` - `"HTTP_CONTROL"` - `"HTTP_CRAWLER_REFERER"` - `"HTTP_ORIGINS"` - `"IQI"` - `"LEAKED_CREDENTIALS"` - `"NET"` - `"ROBOTS_TXT"` - `"SPEED"` - `"WORKERS_AI"` - `description: string` - `endDate: string` - `eventType: "EVENT" | "GENERAL" | "OUTAGE" | 3 more` Event type for annotations. - `"EVENT"` - `"GENERAL"` - `"OUTAGE"` - `"PARTIAL_PROJECTION"` - `"PIPELINE"` - `"TRAFFIC_ANOMALY"` - `isInstantaneous: boolean` Whether event is a single point in time or a time range. - `linkedUrl: string` - `startDate: string` - `level: number` Provides an indication of how much confidence Cloudflare has in the data. - `dateRange: Array` - `endTime: string` Adjusted end of date range. - `startTime: string` Adjusted start of date range. - `lastUpdated: string` Timestamp of the last dataset update. - `normalization: "PERCENTAGE" | "MIN0_MAX" | "MIN_MAX" | 5 more` Normalization method applied to the results. Refer to [Normalization methods](https://developers.cloudflare.com/radar/concepts/normalization/). - `"PERCENTAGE"` - `"MIN0_MAX"` - `"MIN_MAX"` - `"RAW_VALUES"` - `"PERCENTAGE_CHANGE"` - `"ROLLING_AVERAGE"` - `"OVERLAPPED_PERCENTAGE"` - `"RATIO"` - `units: Array` Measurement units for the results. - `name: string` - `value: string` - `summary_0: Record` ### Example ```node import Cloudflare from 'cloudflare'; const client = new Cloudflare({ apiToken: process.env['CLOUDFLARE_API_TOKEN'], // This is the default and can be omitted }); const response = await client.radar.ai.inference.summaryV2('MODEL'); console.log(response.meta); ``` #### Response ```json { "result": { "meta": { "confidenceInfo": { "annotations": [ { "dataSource": "ALL", "description": "Cable cut in Tonga", "endDate": "2019-12-27T18:11:19.117Z", "eventType": "EVENT", "isInstantaneous": true, "linkedUrl": "https://example.com", "startDate": "2019-12-27T18:11:19.117Z" } ], "level": 0 }, "dateRange": [ { "endTime": "2022-09-17T10:22:57.555Z", "startTime": "2022-09-16T10:22:57.555Z" } ], "lastUpdated": "2019-12-27T18:11:19.117Z", "normalization": "PERCENTAGE", "units": [ { "name": "*", "value": "requests" } ] }, "summary_0": { "@cf/meta/llama-3-8b-instruct": "8.381743", "@cf/meta/m2m100-1.2b": "22.904", "@cf/stabilityai/stable-diffusion-xl-base-1.0": "10.274394" } }, "success": true } ``` ## Get time series distribution of Workers AI inference by dimension. `client.radar.ai.inference.timeseriesGroupsV2("MODEL" | "TASK"dimension, InferenceTimeseriesGroupsV2Paramsquery?, RequestOptionsoptions?): InferenceTimeseriesGroupsV2Response` **get** `/radar/ai/inference/timeseries_groups/{dimension}` Retrieves the distribution of unique accounts using Workers AI inference, grouped by the specified dimension over time. ### Parameters - `dimension: "MODEL" | "TASK"` Specifies the attribute by which to group the results. - `"MODEL"` - `"TASK"` - `query: InferenceTimeseriesGroupsV2Params` - `aggInterval?: "15m" | "1h" | "1d" | "1w"` Aggregation interval of the results (e.g., in 15 minutes or 1 hour intervals). Refer to [Aggregation intervals](https://developers.cloudflare.com/radar/concepts/aggregation-intervals/). - `"15m"` - `"1h"` - `"1d"` - `"1w"` - `asn?: Array` Filters results by Autonomous System. Specify one or more Autonomous System Numbers (ASNs) as a comma-separated list. Prefix with `-` to exclude ASNs from results. For example, `-174, 3356` excludes results from AS174, but includes results from AS3356. - `continent?: Array` Filters results by continent. Specify a comma-separated list of alpha-2 codes. Prefix with `-` to exclude continents from results. For example, `-EU,NA` excludes results from EU, but includes results from NA. - `dateEnd?: Array` End of the date range (inclusive). - `dateRange?: Array` Filters results by date range. For example, use `7d` and `7dcontrol` to compare this week with the previous week. Use this parameter or set specific start and end dates (`dateStart` and `dateEnd` parameters). - `dateStart?: Array` Start of the date range. - `format?: "JSON" | "CSV"` Format in which results will be returned. - `"JSON"` - `"CSV"` - `limitPerGroup?: number` Limits the number of objects per group to the top items within the specified time range. When item count exceeds the limit, extra items appear grouped under an "other" category. - `location?: Array` Filters results by location. Specify a comma-separated list of alpha-2 codes. Prefix with `-` to exclude locations from results. For example, `-US,PT` excludes results from the US, but includes results from PT. - `name?: Array` Array of names used to label the series in the response. - `normalization?: "PERCENTAGE" | "MIN0_MAX"` Normalization method applied to the results. Refer to [Normalization methods](https://developers.cloudflare.com/radar/concepts/normalization/). - `"PERCENTAGE"` - `"MIN0_MAX"` ### Returns - `InferenceTimeseriesGroupsV2Response` - `meta: Meta` Metadata for the results. - `aggInterval: "FIFTEEN_MINUTES" | "ONE_HOUR" | "ONE_DAY" | 2 more` Aggregation interval of the results (e.g., in 15 minutes or 1 hour intervals). Refer to [Aggregation intervals](https://developers.cloudflare.com/radar/concepts/aggregation-intervals/). - `"FIFTEEN_MINUTES"` - `"ONE_HOUR"` - `"ONE_DAY"` - `"ONE_WEEK"` - `"ONE_MONTH"` - `confidenceInfo: ConfidenceInfo` - `annotations: Array` - `dataSource: "ALL" | "AI_BOTS" | "AI_GATEWAY" | 22 more` Data source for annotations. - `"ALL"` - `"AI_BOTS"` - `"AI_GATEWAY"` - `"BGP"` - `"BOTS"` - `"CONNECTION_ANOMALY"` - `"CT"` - `"DNS"` - `"DNS_MAGNITUDE"` - `"DNS_AS112"` - `"DOS"` - `"EMAIL_ROUTING"` - `"EMAIL_SECURITY"` - `"FW"` - `"FW_PG"` - `"HTTP"` - `"HTTP_CONTROL"` - `"HTTP_CRAWLER_REFERER"` - `"HTTP_ORIGINS"` - `"IQI"` - `"LEAKED_CREDENTIALS"` - `"NET"` - `"ROBOTS_TXT"` - `"SPEED"` - `"WORKERS_AI"` - `description: string` - `endDate: string` - `eventType: "EVENT" | "GENERAL" | "OUTAGE" | 3 more` Event type for annotations. - `"EVENT"` - `"GENERAL"` - `"OUTAGE"` - `"PARTIAL_PROJECTION"` - `"PIPELINE"` - `"TRAFFIC_ANOMALY"` - `isInstantaneous: boolean` Whether event is a single point in time or a time range. - `linkedUrl: string` - `startDate: string` - `level: number` Provides an indication of how much confidence Cloudflare has in the data. - `dateRange: Array` - `endTime: string` Adjusted end of date range. - `startTime: string` Adjusted start of date range. - `lastUpdated: string` Timestamp of the last dataset update. - `normalization: "PERCENTAGE" | "MIN0_MAX" | "MIN_MAX" | 5 more` Normalization method applied to the results. Refer to [Normalization methods](https://developers.cloudflare.com/radar/concepts/normalization/). - `"PERCENTAGE"` - `"MIN0_MAX"` - `"MIN_MAX"` - `"RAW_VALUES"` - `"PERCENTAGE_CHANGE"` - `"ROLLING_AVERAGE"` - `"OVERLAPPED_PERCENTAGE"` - `"RATIO"` - `units: Array` Measurement units for the results. - `name: string` - `value: string` - `serie_0: Serie0` - `timestamps: Array` ### Example ```node import Cloudflare from 'cloudflare'; const client = new Cloudflare({ apiToken: process.env['CLOUDFLARE_API_TOKEN'], // This is the default and can be omitted }); const response = await client.radar.ai.inference.timeseriesGroupsV2('MODEL'); console.log(response.meta); ``` #### Response ```json { "result": { "meta": { "aggInterval": "FIFTEEN_MINUTES", "confidenceInfo": { "annotations": [ { "dataSource": "ALL", "description": "Cable cut in Tonga", "endDate": "2019-12-27T18:11:19.117Z", "eventType": "EVENT", "isInstantaneous": true, "linkedUrl": "https://example.com", "startDate": "2019-12-27T18:11:19.117Z" } ], "level": 0 }, "dateRange": [ { "endTime": "2022-09-17T10:22:57.555Z", "startTime": "2022-09-16T10:22:57.555Z" } ], "lastUpdated": "2019-12-27T18:11:19.117Z", "normalization": "PERCENTAGE", "units": [ { "name": "*", "value": "requests" } ] }, "serie_0": { "timestamps": [ "2023-08-08T10:15:00Z" ] } }, "success": true } ``` ## Domain Types ### Inference Summary V2 Response - `InferenceSummaryV2Response` - `meta: Meta` Metadata for the results. - `confidenceInfo: ConfidenceInfo` - `annotations: Array` - `dataSource: "ALL" | "AI_BOTS" | "AI_GATEWAY" | 22 more` Data source for annotations. - `"ALL"` - `"AI_BOTS"` - `"AI_GATEWAY"` - `"BGP"` - `"BOTS"` - `"CONNECTION_ANOMALY"` - `"CT"` - `"DNS"` - `"DNS_MAGNITUDE"` - `"DNS_AS112"` - `"DOS"` - `"EMAIL_ROUTING"` - `"EMAIL_SECURITY"` - `"FW"` - `"FW_PG"` - `"HTTP"` - `"HTTP_CONTROL"` - `"HTTP_CRAWLER_REFERER"` - `"HTTP_ORIGINS"` - `"IQI"` - `"LEAKED_CREDENTIALS"` - `"NET"` - `"ROBOTS_TXT"` - `"SPEED"` - `"WORKERS_AI"` - `description: string` - `endDate: string` - `eventType: "EVENT" | "GENERAL" | "OUTAGE" | 3 more` Event type for annotations. - `"EVENT"` - `"GENERAL"` - `"OUTAGE"` - `"PARTIAL_PROJECTION"` - `"PIPELINE"` - `"TRAFFIC_ANOMALY"` - `isInstantaneous: boolean` Whether event is a single point in time or a time range. - `linkedUrl: string` - `startDate: string` - `level: number` Provides an indication of how much confidence Cloudflare has in the data. - `dateRange: Array` - `endTime: string` Adjusted end of date range. - `startTime: string` Adjusted start of date range. - `lastUpdated: string` Timestamp of the last dataset update. - `normalization: "PERCENTAGE" | "MIN0_MAX" | "MIN_MAX" | 5 more` Normalization method applied to the results. Refer to [Normalization methods](https://developers.cloudflare.com/radar/concepts/normalization/). - `"PERCENTAGE"` - `"MIN0_MAX"` - `"MIN_MAX"` - `"RAW_VALUES"` - `"PERCENTAGE_CHANGE"` - `"ROLLING_AVERAGE"` - `"OVERLAPPED_PERCENTAGE"` - `"RATIO"` - `units: Array` Measurement units for the results. - `name: string` - `value: string` - `summary_0: Record` ### Inference Timeseries Groups V2 Response - `InferenceTimeseriesGroupsV2Response` - `meta: Meta` Metadata for the results. - `aggInterval: "FIFTEEN_MINUTES" | "ONE_HOUR" | "ONE_DAY" | 2 more` Aggregation interval of the results (e.g., in 15 minutes or 1 hour intervals). Refer to [Aggregation intervals](https://developers.cloudflare.com/radar/concepts/aggregation-intervals/). - `"FIFTEEN_MINUTES"` - `"ONE_HOUR"` - `"ONE_DAY"` - `"ONE_WEEK"` - `"ONE_MONTH"` - `confidenceInfo: ConfidenceInfo` - `annotations: Array` - `dataSource: "ALL" | "AI_BOTS" | "AI_GATEWAY" | 22 more` Data source for annotations. - `"ALL"` - `"AI_BOTS"` - `"AI_GATEWAY"` - `"BGP"` - `"BOTS"` - `"CONNECTION_ANOMALY"` - `"CT"` - `"DNS"` - `"DNS_MAGNITUDE"` - `"DNS_AS112"` - `"DOS"` - `"EMAIL_ROUTING"` - `"EMAIL_SECURITY"` - `"FW"` - `"FW_PG"` - `"HTTP"` - `"HTTP_CONTROL"` - `"HTTP_CRAWLER_REFERER"` - `"HTTP_ORIGINS"` - `"IQI"` - `"LEAKED_CREDENTIALS"` - `"NET"` - `"ROBOTS_TXT"` - `"SPEED"` - `"WORKERS_AI"` - `description: string` - `endDate: string` - `eventType: "EVENT" | "GENERAL" | "OUTAGE" | 3 more` Event type for annotations. - `"EVENT"` - `"GENERAL"` - `"OUTAGE"` - `"PARTIAL_PROJECTION"` - `"PIPELINE"` - `"TRAFFIC_ANOMALY"` - `isInstantaneous: boolean` Whether event is a single point in time or a time range. - `linkedUrl: string` - `startDate: string` - `level: number` Provides an indication of how much confidence Cloudflare has in the data. - `dateRange: Array` - `endTime: string` Adjusted end of date range. - `startTime: string` Adjusted start of date range. - `lastUpdated: string` Timestamp of the last dataset update. - `normalization: "PERCENTAGE" | "MIN0_MAX" | "MIN_MAX" | 5 more` Normalization method applied to the results. Refer to [Normalization methods](https://developers.cloudflare.com/radar/concepts/normalization/). - `"PERCENTAGE"` - `"MIN0_MAX"` - `"MIN_MAX"` - `"RAW_VALUES"` - `"PERCENTAGE_CHANGE"` - `"ROLLING_AVERAGE"` - `"OVERLAPPED_PERCENTAGE"` - `"RATIO"` - `units: Array` Measurement units for the results. - `name: string` - `value: string` - `serie_0: Serie0` - `timestamps: Array` # Summary ## Get Workers AI models summary `client.radar.ai.inference.summary.model(SummaryModelParamsquery?, RequestOptionsoptions?): SummaryModelResponse` **get** `/radar/ai/inference/summary/model` Retrieves the distribution of unique accounts by model. ### Parameters - `query: SummaryModelParams` - `dateEnd?: Array` End of the date range (inclusive). - `dateRange?: Array` Filters results by date range. For example, use `7d` and `7dcontrol` to compare this week with the previous week. Use this parameter or set specific start and end dates (`dateStart` and `dateEnd` parameters). - `dateStart?: Array` Start of the date range. - `format?: "JSON" | "CSV"` Format in which results will be returned. - `"JSON"` - `"CSV"` - `limitPerGroup?: number` Limits the number of objects per group to the top items within the specified time range. When item count exceeds the limit, extra items appear grouped under an "other" category. - `name?: Array` Array of names used to label the series in the response. ### Returns - `SummaryModelResponse` - `meta: Meta` Metadata for the results. - `confidenceInfo: ConfidenceInfo` - `annotations: Array` - `dataSource: "ALL" | "AI_BOTS" | "AI_GATEWAY" | 22 more` Data source for annotations. - `"ALL"` - `"AI_BOTS"` - `"AI_GATEWAY"` - `"BGP"` - `"BOTS"` - `"CONNECTION_ANOMALY"` - `"CT"` - `"DNS"` - `"DNS_MAGNITUDE"` - `"DNS_AS112"` - `"DOS"` - `"EMAIL_ROUTING"` - `"EMAIL_SECURITY"` - `"FW"` - `"FW_PG"` - `"HTTP"` - `"HTTP_CONTROL"` - `"HTTP_CRAWLER_REFERER"` - `"HTTP_ORIGINS"` - `"IQI"` - `"LEAKED_CREDENTIALS"` - `"NET"` - `"ROBOTS_TXT"` - `"SPEED"` - `"WORKERS_AI"` - `description: string` - `endDate: string` - `eventType: "EVENT" | "GENERAL" | "OUTAGE" | 3 more` Event type for annotations. - `"EVENT"` - `"GENERAL"` - `"OUTAGE"` - `"PARTIAL_PROJECTION"` - `"PIPELINE"` - `"TRAFFIC_ANOMALY"` - `isInstantaneous: boolean` Whether event is a single point in time or a time range. - `linkedUrl: string` - `startDate: string` - `level: number` Provides an indication of how much confidence Cloudflare has in the data. - `dateRange: Array` - `endTime: string` Adjusted end of date range. - `startTime: string` Adjusted start of date range. - `lastUpdated: string` Timestamp of the last dataset update. - `normalization: "PERCENTAGE" | "MIN0_MAX" | "MIN_MAX" | 5 more` Normalization method applied to the results. Refer to [Normalization methods](https://developers.cloudflare.com/radar/concepts/normalization/). - `"PERCENTAGE"` - `"MIN0_MAX"` - `"MIN_MAX"` - `"RAW_VALUES"` - `"PERCENTAGE_CHANGE"` - `"ROLLING_AVERAGE"` - `"OVERLAPPED_PERCENTAGE"` - `"RATIO"` - `units: Array` Measurement units for the results. - `name: string` - `value: string` - `summary_0: Record` ### Example ```node import Cloudflare from 'cloudflare'; const client = new Cloudflare({ apiToken: process.env['CLOUDFLARE_API_TOKEN'], // This is the default and can be omitted }); const response = await client.radar.ai.inference.summary.model(); console.log(response.meta); ``` #### Response ```json { "result": { "meta": { "confidenceInfo": { "annotations": [ { "dataSource": "ALL", "description": "Cable cut in Tonga", "endDate": "2019-12-27T18:11:19.117Z", "eventType": "EVENT", "isInstantaneous": true, "linkedUrl": "https://example.com", "startDate": "2019-12-27T18:11:19.117Z" } ], "level": 0 }, "dateRange": [ { "endTime": "2022-09-17T10:22:57.555Z", "startTime": "2022-09-16T10:22:57.555Z" } ], "lastUpdated": "2019-12-27T18:11:19.117Z", "normalization": "PERCENTAGE", "units": [ { "name": "*", "value": "requests" } ] }, "summary_0": { "@cf/meta/llama-3-8b-instruct": "8.381743", "@cf/meta/m2m100-1.2b": "22.904", "@cf/stabilityai/stable-diffusion-xl-base-1.0": "10.274394" } }, "success": true } ``` ## Get Workers AI tasks summary `client.radar.ai.inference.summary.task(SummaryTaskParamsquery?, RequestOptionsoptions?): SummaryTaskResponse` **get** `/radar/ai/inference/summary/task` Retrieves the distribution of unique accounts by task. ### Parameters - `query: SummaryTaskParams` - `dateEnd?: Array` End of the date range (inclusive). - `dateRange?: Array` Filters results by date range. For example, use `7d` and `7dcontrol` to compare this week with the previous week. Use this parameter or set specific start and end dates (`dateStart` and `dateEnd` parameters). - `dateStart?: Array` Start of the date range. - `format?: "JSON" | "CSV"` Format in which results will be returned. - `"JSON"` - `"CSV"` - `limitPerGroup?: number` Limits the number of objects per group to the top items within the specified time range. When item count exceeds the limit, extra items appear grouped under an "other" category. - `name?: Array` Array of names used to label the series in the response. ### Returns - `SummaryTaskResponse` - `meta: Meta` Metadata for the results. - `confidenceInfo: ConfidenceInfo` - `annotations: Array` - `dataSource: "ALL" | "AI_BOTS" | "AI_GATEWAY" | 22 more` Data source for annotations. - `"ALL"` - `"AI_BOTS"` - `"AI_GATEWAY"` - `"BGP"` - `"BOTS"` - `"CONNECTION_ANOMALY"` - `"CT"` - `"DNS"` - `"DNS_MAGNITUDE"` - `"DNS_AS112"` - `"DOS"` - `"EMAIL_ROUTING"` - `"EMAIL_SECURITY"` - `"FW"` - `"FW_PG"` - `"HTTP"` - `"HTTP_CONTROL"` - `"HTTP_CRAWLER_REFERER"` - `"HTTP_ORIGINS"` - `"IQI"` - `"LEAKED_CREDENTIALS"` - `"NET"` - `"ROBOTS_TXT"` - `"SPEED"` - `"WORKERS_AI"` - `description: string` - `endDate: string` - `eventType: "EVENT" | "GENERAL" | "OUTAGE" | 3 more` Event type for annotations. - `"EVENT"` - `"GENERAL"` - `"OUTAGE"` - `"PARTIAL_PROJECTION"` - `"PIPELINE"` - `"TRAFFIC_ANOMALY"` - `isInstantaneous: boolean` Whether event is a single point in time or a time range. - `linkedUrl: string` - `startDate: string` - `level: number` Provides an indication of how much confidence Cloudflare has in the data. - `dateRange: Array` - `endTime: string` Adjusted end of date range. - `startTime: string` Adjusted start of date range. - `lastUpdated: string` Timestamp of the last dataset update. - `normalization: "PERCENTAGE" | "MIN0_MAX" | "MIN_MAX" | 5 more` Normalization method applied to the results. Refer to [Normalization methods](https://developers.cloudflare.com/radar/concepts/normalization/). - `"PERCENTAGE"` - `"MIN0_MAX"` - `"MIN_MAX"` - `"RAW_VALUES"` - `"PERCENTAGE_CHANGE"` - `"ROLLING_AVERAGE"` - `"OVERLAPPED_PERCENTAGE"` - `"RATIO"` - `units: Array` Measurement units for the results. - `name: string` - `value: string` - `summary_0: Record` ### Example ```node import Cloudflare from 'cloudflare'; const client = new Cloudflare({ apiToken: process.env['CLOUDFLARE_API_TOKEN'], // This is the default and can be omitted }); const response = await client.radar.ai.inference.summary.task(); console.log(response.meta); ``` #### Response ```json { "result": { "meta": { "confidenceInfo": { "annotations": [ { "dataSource": "ALL", "description": "Cable cut in Tonga", "endDate": "2019-12-27T18:11:19.117Z", "eventType": "EVENT", "isInstantaneous": true, "linkedUrl": "https://example.com", "startDate": "2019-12-27T18:11:19.117Z" } ], "level": 0 }, "dateRange": [ { "endTime": "2022-09-17T10:22:57.555Z", "startTime": "2022-09-16T10:22:57.555Z" } ], "lastUpdated": "2019-12-27T18:11:19.117Z", "normalization": "PERCENTAGE", "units": [ { "name": "*", "value": "requests" } ] }, "summary_0": { "text generation": "10.274394", "text-to-image": "22.904" } }, "success": true } ``` ## Domain Types ### Summary Model Response - `SummaryModelResponse` - `meta: Meta` Metadata for the results. - `confidenceInfo: ConfidenceInfo` - `annotations: Array` - `dataSource: "ALL" | "AI_BOTS" | "AI_GATEWAY" | 22 more` Data source for annotations. - `"ALL"` - `"AI_BOTS"` - `"AI_GATEWAY"` - `"BGP"` - `"BOTS"` - `"CONNECTION_ANOMALY"` - `"CT"` - `"DNS"` - `"DNS_MAGNITUDE"` - `"DNS_AS112"` - `"DOS"` - `"EMAIL_ROUTING"` - `"EMAIL_SECURITY"` - `"FW"` - `"FW_PG"` - `"HTTP"` - `"HTTP_CONTROL"` - `"HTTP_CRAWLER_REFERER"` - `"HTTP_ORIGINS"` - `"IQI"` - `"LEAKED_CREDENTIALS"` - `"NET"` - `"ROBOTS_TXT"` - `"SPEED"` - `"WORKERS_AI"` - `description: string` - `endDate: string` - `eventType: "EVENT" | "GENERAL" | "OUTAGE" | 3 more` Event type for annotations. - `"EVENT"` - `"GENERAL"` - `"OUTAGE"` - `"PARTIAL_PROJECTION"` - `"PIPELINE"` - `"TRAFFIC_ANOMALY"` - `isInstantaneous: boolean` Whether event is a single point in time or a time range. - `linkedUrl: string` - `startDate: string` - `level: number` Provides an indication of how much confidence Cloudflare has in the data. - `dateRange: Array` - `endTime: string` Adjusted end of date range. - `startTime: string` Adjusted start of date range. - `lastUpdated: string` Timestamp of the last dataset update. - `normalization: "PERCENTAGE" | "MIN0_MAX" | "MIN_MAX" | 5 more` Normalization method applied to the results. Refer to [Normalization methods](https://developers.cloudflare.com/radar/concepts/normalization/). - `"PERCENTAGE"` - `"MIN0_MAX"` - `"MIN_MAX"` - `"RAW_VALUES"` - `"PERCENTAGE_CHANGE"` - `"ROLLING_AVERAGE"` - `"OVERLAPPED_PERCENTAGE"` - `"RATIO"` - `units: Array` Measurement units for the results. - `name: string` - `value: string` - `summary_0: Record` ### Summary Task Response - `SummaryTaskResponse` - `meta: Meta` Metadata for the results. - `confidenceInfo: ConfidenceInfo` - `annotations: Array` - `dataSource: "ALL" | "AI_BOTS" | "AI_GATEWAY" | 22 more` Data source for annotations. - `"ALL"` - `"AI_BOTS"` - `"AI_GATEWAY"` - `"BGP"` - `"BOTS"` - `"CONNECTION_ANOMALY"` - `"CT"` - `"DNS"` - `"DNS_MAGNITUDE"` - `"DNS_AS112"` - `"DOS"` - `"EMAIL_ROUTING"` - `"EMAIL_SECURITY"` - `"FW"` - `"FW_PG"` - `"HTTP"` - `"HTTP_CONTROL"` - `"HTTP_CRAWLER_REFERER"` - `"HTTP_ORIGINS"` - `"IQI"` - `"LEAKED_CREDENTIALS"` - `"NET"` - `"ROBOTS_TXT"` - `"SPEED"` - `"WORKERS_AI"` - `description: string` - `endDate: string` - `eventType: "EVENT" | "GENERAL" | "OUTAGE" | 3 more` Event type for annotations. - `"EVENT"` - `"GENERAL"` - `"OUTAGE"` - `"PARTIAL_PROJECTION"` - `"PIPELINE"` - `"TRAFFIC_ANOMALY"` - `isInstantaneous: boolean` Whether event is a single point in time or a time range. - `linkedUrl: string` - `startDate: string` - `level: number` Provides an indication of how much confidence Cloudflare has in the data. - `dateRange: Array` - `endTime: string` Adjusted end of date range. - `startTime: string` Adjusted start of date range. - `lastUpdated: string` Timestamp of the last dataset update. - `normalization: "PERCENTAGE" | "MIN0_MAX" | "MIN_MAX" | 5 more` Normalization method applied to the results. Refer to [Normalization methods](https://developers.cloudflare.com/radar/concepts/normalization/). - `"PERCENTAGE"` - `"MIN0_MAX"` - `"MIN_MAX"` - `"RAW_VALUES"` - `"PERCENTAGE_CHANGE"` - `"ROLLING_AVERAGE"` - `"OVERLAPPED_PERCENTAGE"` - `"RATIO"` - `units: Array` Measurement units for the results. - `name: string` - `value: string` - `summary_0: Record` # Timeseries Groups # Summary ## Get Workers AI models time series `client.radar.ai.inference.timeseriesGroups.summary.model(SummaryModelParamsquery?, RequestOptionsoptions?): SummaryModelResponse` **get** `/radar/ai/inference/timeseries_groups/model` Retrieves the distribution of unique accounts by model over time. ### Parameters - `query: SummaryModelParams` - `aggInterval?: "15m" | "1h" | "1d" | "1w"` Aggregation interval of the results (e.g., in 15 minutes or 1 hour intervals). Refer to [Aggregation intervals](https://developers.cloudflare.com/radar/concepts/aggregation-intervals/). - `"15m"` - `"1h"` - `"1d"` - `"1w"` - `dateEnd?: Array` End of the date range (inclusive). - `dateRange?: Array` Filters results by date range. For example, use `7d` and `7dcontrol` to compare this week with the previous week. Use this parameter or set specific start and end dates (`dateStart` and `dateEnd` parameters). - `dateStart?: Array` Start of the date range. - `format?: "JSON" | "CSV"` Format in which results will be returned. - `"JSON"` - `"CSV"` - `limitPerGroup?: number` Limits the number of objects per group to the top items within the specified time range. When item count exceeds the limit, extra items appear grouped under an "other" category. - `name?: Array` Array of names used to label the series in the response. ### Returns - `SummaryModelResponse` - `meta: Meta` Metadata for the results. - `aggInterval: "FIFTEEN_MINUTES" | "ONE_HOUR" | "ONE_DAY" | 2 more` Aggregation interval of the results (e.g., in 15 minutes or 1 hour intervals). Refer to [Aggregation intervals](https://developers.cloudflare.com/radar/concepts/aggregation-intervals/). - `"FIFTEEN_MINUTES"` - `"ONE_HOUR"` - `"ONE_DAY"` - `"ONE_WEEK"` - `"ONE_MONTH"` - `confidenceInfo: ConfidenceInfo` - `annotations: Array` - `dataSource: "ALL" | "AI_BOTS" | "AI_GATEWAY" | 22 more` Data source for annotations. - `"ALL"` - `"AI_BOTS"` - `"AI_GATEWAY"` - `"BGP"` - `"BOTS"` - `"CONNECTION_ANOMALY"` - `"CT"` - `"DNS"` - `"DNS_MAGNITUDE"` - `"DNS_AS112"` - `"DOS"` - `"EMAIL_ROUTING"` - `"EMAIL_SECURITY"` - `"FW"` - `"FW_PG"` - `"HTTP"` - `"HTTP_CONTROL"` - `"HTTP_CRAWLER_REFERER"` - `"HTTP_ORIGINS"` - `"IQI"` - `"LEAKED_CREDENTIALS"` - `"NET"` - `"ROBOTS_TXT"` - `"SPEED"` - `"WORKERS_AI"` - `description: string` - `endDate: string` - `eventType: "EVENT" | "GENERAL" | "OUTAGE" | 3 more` Event type for annotations. - `"EVENT"` - `"GENERAL"` - `"OUTAGE"` - `"PARTIAL_PROJECTION"` - `"PIPELINE"` - `"TRAFFIC_ANOMALY"` - `isInstantaneous: boolean` Whether event is a single point in time or a time range. - `linkedUrl: string` - `startDate: string` - `level: number` Provides an indication of how much confidence Cloudflare has in the data. - `dateRange: Array` - `endTime: string` Adjusted end of date range. - `startTime: string` Adjusted start of date range. - `lastUpdated: string` Timestamp of the last dataset update. - `normalization: "PERCENTAGE" | "MIN0_MAX" | "MIN_MAX" | 5 more` Normalization method applied to the results. Refer to [Normalization methods](https://developers.cloudflare.com/radar/concepts/normalization/). - `"PERCENTAGE"` - `"MIN0_MAX"` - `"MIN_MAX"` - `"RAW_VALUES"` - `"PERCENTAGE_CHANGE"` - `"ROLLING_AVERAGE"` - `"OVERLAPPED_PERCENTAGE"` - `"RATIO"` - `units: Array` Measurement units for the results. - `name: string` - `value: string` - `serie_0: Serie0` - `timestamps: Array` ### Example ```node import Cloudflare from 'cloudflare'; const client = new Cloudflare({ apiToken: process.env['CLOUDFLARE_API_TOKEN'], // This is the default and can be omitted }); const response = await client.radar.ai.inference.timeseriesGroups.summary.model(); console.log(response.meta); ``` #### Response ```json { "result": { "meta": { "aggInterval": "FIFTEEN_MINUTES", "confidenceInfo": { "annotations": [ { "dataSource": "ALL", "description": "Cable cut in Tonga", "endDate": "2019-12-27T18:11:19.117Z", "eventType": "EVENT", "isInstantaneous": true, "linkedUrl": "https://example.com", "startDate": "2019-12-27T18:11:19.117Z" } ], "level": 0 }, "dateRange": [ { "endTime": "2022-09-17T10:22:57.555Z", "startTime": "2022-09-16T10:22:57.555Z" } ], "lastUpdated": "2019-12-27T18:11:19.117Z", "normalization": "PERCENTAGE", "units": [ { "name": "*", "value": "requests" } ] }, "serie_0": { "timestamps": [ "2023-08-08T10:15:00Z" ] } }, "success": true } ``` ## Get Workers AI tasks time series `client.radar.ai.inference.timeseriesGroups.summary.task(SummaryTaskParamsquery?, RequestOptionsoptions?): SummaryTaskResponse` **get** `/radar/ai/inference/timeseries_groups/task` Retrieves the distribution of unique accounts by task over time. ### Parameters - `query: SummaryTaskParams` - `aggInterval?: "15m" | "1h" | "1d" | "1w"` Aggregation interval of the results (e.g., in 15 minutes or 1 hour intervals). Refer to [Aggregation intervals](https://developers.cloudflare.com/radar/concepts/aggregation-intervals/). - `"15m"` - `"1h"` - `"1d"` - `"1w"` - `dateEnd?: Array` End of the date range (inclusive). - `dateRange?: Array` Filters results by date range. For example, use `7d` and `7dcontrol` to compare this week with the previous week. Use this parameter or set specific start and end dates (`dateStart` and `dateEnd` parameters). - `dateStart?: Array` Start of the date range. - `format?: "JSON" | "CSV"` Format in which results will be returned. - `"JSON"` - `"CSV"` - `limitPerGroup?: number` Limits the number of objects per group to the top items within the specified time range. When item count exceeds the limit, extra items appear grouped under an "other" category. - `name?: Array` Array of names used to label the series in the response. ### Returns - `SummaryTaskResponse` - `meta: Meta` Metadata for the results. - `aggInterval: "FIFTEEN_MINUTES" | "ONE_HOUR" | "ONE_DAY" | 2 more` Aggregation interval of the results (e.g., in 15 minutes or 1 hour intervals). Refer to [Aggregation intervals](https://developers.cloudflare.com/radar/concepts/aggregation-intervals/). - `"FIFTEEN_MINUTES"` - `"ONE_HOUR"` - `"ONE_DAY"` - `"ONE_WEEK"` - `"ONE_MONTH"` - `confidenceInfo: ConfidenceInfo` - `annotations: Array` - `dataSource: "ALL" | "AI_BOTS" | "AI_GATEWAY" | 22 more` Data source for annotations. - `"ALL"` - `"AI_BOTS"` - `"AI_GATEWAY"` - `"BGP"` - `"BOTS"` - `"CONNECTION_ANOMALY"` - `"CT"` - `"DNS"` - `"DNS_MAGNITUDE"` - `"DNS_AS112"` - `"DOS"` - `"EMAIL_ROUTING"` - `"EMAIL_SECURITY"` - `"FW"` - `"FW_PG"` - `"HTTP"` - `"HTTP_CONTROL"` - `"HTTP_CRAWLER_REFERER"` - `"HTTP_ORIGINS"` - `"IQI"` - `"LEAKED_CREDENTIALS"` - `"NET"` - `"ROBOTS_TXT"` - `"SPEED"` - `"WORKERS_AI"` - `description: string` - `endDate: string` - `eventType: "EVENT" | "GENERAL" | "OUTAGE" | 3 more` Event type for annotations. - `"EVENT"` - `"GENERAL"` - `"OUTAGE"` - `"PARTIAL_PROJECTION"` - `"PIPELINE"` - `"TRAFFIC_ANOMALY"` - `isInstantaneous: boolean` Whether event is a single point in time or a time range. - `linkedUrl: string` - `startDate: string` - `level: number` Provides an indication of how much confidence Cloudflare has in the data. - `dateRange: Array` - `endTime: string` Adjusted end of date range. - `startTime: string` Adjusted start of date range. - `lastUpdated: string` Timestamp of the last dataset update. - `normalization: "PERCENTAGE" | "MIN0_MAX" | "MIN_MAX" | 5 more` Normalization method applied to the results. Refer to [Normalization methods](https://developers.cloudflare.com/radar/concepts/normalization/). - `"PERCENTAGE"` - `"MIN0_MAX"` - `"MIN_MAX"` - `"RAW_VALUES"` - `"PERCENTAGE_CHANGE"` - `"ROLLING_AVERAGE"` - `"OVERLAPPED_PERCENTAGE"` - `"RATIO"` - `units: Array` Measurement units for the results. - `name: string` - `value: string` - `serie_0: Serie0` - `timestamps: Array` ### Example ```node import Cloudflare from 'cloudflare'; const client = new Cloudflare({ apiToken: process.env['CLOUDFLARE_API_TOKEN'], // This is the default and can be omitted }); const response = await client.radar.ai.inference.timeseriesGroups.summary.task(); console.log(response.meta); ``` #### Response ```json { "result": { "meta": { "aggInterval": "FIFTEEN_MINUTES", "confidenceInfo": { "annotations": [ { "dataSource": "ALL", "description": "Cable cut in Tonga", "endDate": "2019-12-27T18:11:19.117Z", "eventType": "EVENT", "isInstantaneous": true, "linkedUrl": "https://example.com", "startDate": "2019-12-27T18:11:19.117Z" } ], "level": 0 }, "dateRange": [ { "endTime": "2022-09-17T10:22:57.555Z", "startTime": "2022-09-16T10:22:57.555Z" } ], "lastUpdated": "2019-12-27T18:11:19.117Z", "normalization": "PERCENTAGE", "units": [ { "name": "*", "value": "requests" } ] }, "serie_0": { "timestamps": [ "2023-08-08T10:15:00Z" ] } }, "success": true } ``` ## Domain Types ### Summary Model Response - `SummaryModelResponse` - `meta: Meta` Metadata for the results. - `aggInterval: "FIFTEEN_MINUTES" | "ONE_HOUR" | "ONE_DAY" | 2 more` Aggregation interval of the results (e.g., in 15 minutes or 1 hour intervals). Refer to [Aggregation intervals](https://developers.cloudflare.com/radar/concepts/aggregation-intervals/). - `"FIFTEEN_MINUTES"` - `"ONE_HOUR"` - `"ONE_DAY"` - `"ONE_WEEK"` - `"ONE_MONTH"` - `confidenceInfo: ConfidenceInfo` - `annotations: Array` - `dataSource: "ALL" | "AI_BOTS" | "AI_GATEWAY" | 22 more` Data source for annotations. - `"ALL"` - `"AI_BOTS"` - `"AI_GATEWAY"` - `"BGP"` - `"BOTS"` - `"CONNECTION_ANOMALY"` - `"CT"` - `"DNS"` - `"DNS_MAGNITUDE"` - `"DNS_AS112"` - `"DOS"` - `"EMAIL_ROUTING"` - `"EMAIL_SECURITY"` - `"FW"` - `"FW_PG"` - `"HTTP"` - `"HTTP_CONTROL"` - `"HTTP_CRAWLER_REFERER"` - `"HTTP_ORIGINS"` - `"IQI"` - `"LEAKED_CREDENTIALS"` - `"NET"` - `"ROBOTS_TXT"` - `"SPEED"` - `"WORKERS_AI"` - `description: string` - `endDate: string` - `eventType: "EVENT" | "GENERAL" | "OUTAGE" | 3 more` Event type for annotations. - `"EVENT"` - `"GENERAL"` - `"OUTAGE"` - `"PARTIAL_PROJECTION"` - `"PIPELINE"` - `"TRAFFIC_ANOMALY"` - `isInstantaneous: boolean` Whether event is a single point in time or a time range. - `linkedUrl: string` - `startDate: string` - `level: number` Provides an indication of how much confidence Cloudflare has in the data. - `dateRange: Array` - `endTime: string` Adjusted end of date range. - `startTime: string` Adjusted start of date range. - `lastUpdated: string` Timestamp of the last dataset update. - `normalization: "PERCENTAGE" | "MIN0_MAX" | "MIN_MAX" | 5 more` Normalization method applied to the results. Refer to [Normalization methods](https://developers.cloudflare.com/radar/concepts/normalization/). - `"PERCENTAGE"` - `"MIN0_MAX"` - `"MIN_MAX"` - `"RAW_VALUES"` - `"PERCENTAGE_CHANGE"` - `"ROLLING_AVERAGE"` - `"OVERLAPPED_PERCENTAGE"` - `"RATIO"` - `units: Array` Measurement units for the results. - `name: string` - `value: string` - `serie_0: Serie0` - `timestamps: Array` ### Summary Task Response - `SummaryTaskResponse` - `meta: Meta` Metadata for the results. - `aggInterval: "FIFTEEN_MINUTES" | "ONE_HOUR" | "ONE_DAY" | 2 more` Aggregation interval of the results (e.g., in 15 minutes or 1 hour intervals). Refer to [Aggregation intervals](https://developers.cloudflare.com/radar/concepts/aggregation-intervals/). - `"FIFTEEN_MINUTES"` - `"ONE_HOUR"` - `"ONE_DAY"` - `"ONE_WEEK"` - `"ONE_MONTH"` - `confidenceInfo: ConfidenceInfo` - `annotations: Array` - `dataSource: "ALL" | "AI_BOTS" | "AI_GATEWAY" | 22 more` Data source for annotations. - `"ALL"` - `"AI_BOTS"` - `"AI_GATEWAY"` - `"BGP"` - `"BOTS"` - `"CONNECTION_ANOMALY"` - `"CT"` - `"DNS"` - `"DNS_MAGNITUDE"` - `"DNS_AS112"` - `"DOS"` - `"EMAIL_ROUTING"` - `"EMAIL_SECURITY"` - `"FW"` - `"FW_PG"` - `"HTTP"` - `"HTTP_CONTROL"` - `"HTTP_CRAWLER_REFERER"` - `"HTTP_ORIGINS"` - `"IQI"` - `"LEAKED_CREDENTIALS"` - `"NET"` - `"ROBOTS_TXT"` - `"SPEED"` - `"WORKERS_AI"` - `description: string` - `endDate: string` - `eventType: "EVENT" | "GENERAL" | "OUTAGE" | 3 more` Event type for annotations. - `"EVENT"` - `"GENERAL"` - `"OUTAGE"` - `"PARTIAL_PROJECTION"` - `"PIPELINE"` - `"TRAFFIC_ANOMALY"` - `isInstantaneous: boolean` Whether event is a single point in time or a time range. - `linkedUrl: string` - `startDate: string` - `level: number` Provides an indication of how much confidence Cloudflare has in the data. - `dateRange: Array` - `endTime: string` Adjusted end of date range. - `startTime: string` Adjusted start of date range. - `lastUpdated: string` Timestamp of the last dataset update. - `normalization: "PERCENTAGE" | "MIN0_MAX" | "MIN_MAX" | 5 more` Normalization method applied to the results. Refer to [Normalization methods](https://developers.cloudflare.com/radar/concepts/normalization/). - `"PERCENTAGE"` - `"MIN0_MAX"` - `"MIN_MAX"` - `"RAW_VALUES"` - `"PERCENTAGE_CHANGE"` - `"ROLLING_AVERAGE"` - `"OVERLAPPED_PERCENTAGE"` - `"RATIO"` - `units: Array` Measurement units for the results. - `name: string` - `value: string` - `serie_0: Serie0` - `timestamps: Array` # Bots ## Get AI bots HTTP requests distribution by dimension `client.radar.ai.bots.summaryV2("USER_AGENT" | "CRAWL_PURPOSE" | "INDUSTRY" | 2 moredimension, BotSummaryV2Paramsquery?, RequestOptionsoptions?): BotSummaryV2Response` **get** `/radar/ai/bots/summary/{dimension}` Retrieves an aggregated summary of AI bots HTTP requests grouped by the specified dimension. ### Parameters - `dimension: "USER_AGENT" | "CRAWL_PURPOSE" | "INDUSTRY" | 2 more` Specifies the attribute by which to group the results. - `"USER_AGENT"` - `"CRAWL_PURPOSE"` - `"INDUSTRY"` - `"VERTICAL"` - `"CONTENT_TYPE"` - `query: BotSummaryV2Params` - `asn?: Array` Filters results by Autonomous System. Specify one or more Autonomous System Numbers (ASNs) as a comma-separated list. Prefix with `-` to exclude ASNs from results. For example, `-174, 3356` excludes results from AS174, but includes results from AS3356. - `contentType?: Array<"HTML" | "IMAGES" | "JSON" | 13 more>` Filters results by content type category. - `"HTML"` - `"IMAGES"` - `"JSON"` - `"JAVASCRIPT"` - `"CSS"` - `"PLAIN_TEXT"` - `"FONTS"` - `"XML"` - `"YAML"` - `"VIDEO"` - `"AUDIO"` - `"MARKDOWN"` - `"DOCUMENTS"` - `"BINARY"` - `"SERIALIZATION"` - `"OTHER"` - `continent?: Array` Filters results by continent. Specify a comma-separated list of alpha-2 codes. Prefix with `-` to exclude continents from results. For example, `-EU,NA` excludes results from EU, but includes results from NA. - `crawlPurpose?: Array` Filters results by bot crawl purpose. - `dateEnd?: Array` End of the date range (inclusive). - `dateRange?: Array` Filters results by date range. For example, use `7d` and `7dcontrol` to compare this week with the previous week. Use this parameter or set specific start and end dates (`dateStart` and `dateEnd` parameters). - `dateStart?: Array` Start of the date range. - `format?: "JSON" | "CSV"` Format in which results will be returned. - `"JSON"` - `"CSV"` - `industry?: Array` Filters results by industry. - `limitPerGroup?: number` Limits the number of objects per group to the top items within the specified time range. When item count exceeds the limit, extra items appear grouped under an "other" category. - `location?: Array` Filters results by location. Specify a comma-separated list of alpha-2 codes. Prefix with `-` to exclude locations from results. For example, `-US,PT` excludes results from the US, but includes results from PT. - `name?: Array` Array of names used to label the series in the response. - `userAgent?: Array` Filters results by user agent. - `vertical?: Array` Filters results by vertical. ### Returns - `BotSummaryV2Response` - `meta: Meta` Metadata for the results. - `confidenceInfo: ConfidenceInfo` - `annotations: Array` - `dataSource: "ALL" | "AI_BOTS" | "AI_GATEWAY" | 22 more` Data source for annotations. - `"ALL"` - `"AI_BOTS"` - `"AI_GATEWAY"` - `"BGP"` - `"BOTS"` - `"CONNECTION_ANOMALY"` - `"CT"` - `"DNS"` - `"DNS_MAGNITUDE"` - `"DNS_AS112"` - `"DOS"` - `"EMAIL_ROUTING"` - `"EMAIL_SECURITY"` - `"FW"` - `"FW_PG"` - `"HTTP"` - `"HTTP_CONTROL"` - `"HTTP_CRAWLER_REFERER"` - `"HTTP_ORIGINS"` - `"IQI"` - `"LEAKED_CREDENTIALS"` - `"NET"` - `"ROBOTS_TXT"` - `"SPEED"` - `"WORKERS_AI"` - `description: string` - `endDate: string` - `eventType: "EVENT" | "GENERAL" | "OUTAGE" | 3 more` Event type for annotations. - `"EVENT"` - `"GENERAL"` - `"OUTAGE"` - `"PARTIAL_PROJECTION"` - `"PIPELINE"` - `"TRAFFIC_ANOMALY"` - `isInstantaneous: boolean` Whether event is a single point in time or a time range. - `linkedUrl: string` - `startDate: string` - `level: number` Provides an indication of how much confidence Cloudflare has in the data. - `dateRange: Array` - `endTime: string` Adjusted end of date range. - `startTime: string` Adjusted start of date range. - `lastUpdated: string` Timestamp of the last dataset update. - `normalization: "PERCENTAGE" | "MIN0_MAX" | "MIN_MAX" | 5 more` Normalization method applied to the results. Refer to [Normalization methods](https://developers.cloudflare.com/radar/concepts/normalization/). - `"PERCENTAGE"` - `"MIN0_MAX"` - `"MIN_MAX"` - `"RAW_VALUES"` - `"PERCENTAGE_CHANGE"` - `"ROLLING_AVERAGE"` - `"OVERLAPPED_PERCENTAGE"` - `"RATIO"` - `units: Array` Measurement units for the results. - `name: string` - `value: string` - `summary_0: Record` ### Example ```node import Cloudflare from 'cloudflare'; const client = new Cloudflare({ apiToken: process.env['CLOUDFLARE_API_TOKEN'], // This is the default and can be omitted }); const response = await client.radar.ai.bots.summaryV2('USER_AGENT'); console.log(response.meta); ``` #### Response ```json { "result": { "meta": { "confidenceInfo": { "annotations": [ { "dataSource": "ALL", "description": "Cable cut in Tonga", "endDate": "2019-12-27T18:11:19.117Z", "eventType": "EVENT", "isInstantaneous": true, "linkedUrl": "https://example.com", "startDate": "2019-12-27T18:11:19.117Z" } ], "level": 0 }, "dateRange": [ { "endTime": "2022-09-17T10:22:57.555Z", "startTime": "2022-09-16T10:22:57.555Z" } ], "lastUpdated": "2019-12-27T18:11:19.117Z", "normalization": "PERCENTAGE", "units": [ { "name": "*", "value": "requests" } ] }, "summary_0": { "Amazonbot": "10.274394", "Bytespider": "8.381743", "facebookexternalhit": "63.40249" } }, "success": true } ``` ## Get AI bots HTTP requests time series `client.radar.ai.bots.timeseries(BotTimeseriesParamsquery?, RequestOptionsoptions?): BotTimeseriesResponse` **get** `/radar/ai/bots/timeseries` Retrieves AI bots HTTP request volume over time. ### Parameters - `query: BotTimeseriesParams` - `aggInterval?: "15m" | "1h" | "1d" | "1w"` Aggregation interval of the results (e.g., in 15 minutes or 1 hour intervals). Refer to [Aggregation intervals](https://developers.cloudflare.com/radar/concepts/aggregation-intervals/). - `"15m"` - `"1h"` - `"1d"` - `"1w"` - `asn?: Array` Filters results by Autonomous System. Specify one or more Autonomous System Numbers (ASNs) as a comma-separated list. Prefix with `-` to exclude ASNs from results. For example, `-174, 3356` excludes results from AS174, but includes results from AS3356. - `contentType?: Array<"HTML" | "IMAGES" | "JSON" | 13 more>` Filters results by content type category. - `"HTML"` - `"IMAGES"` - `"JSON"` - `"JAVASCRIPT"` - `"CSS"` - `"PLAIN_TEXT"` - `"FONTS"` - `"XML"` - `"YAML"` - `"VIDEO"` - `"AUDIO"` - `"MARKDOWN"` - `"DOCUMENTS"` - `"BINARY"` - `"SERIALIZATION"` - `"OTHER"` - `continent?: Array` Filters results by continent. Specify a comma-separated list of alpha-2 codes. Prefix with `-` to exclude continents from results. For example, `-EU,NA` excludes results from EU, but includes results from NA. - `crawlPurpose?: Array` Filters results by bot crawl purpose. - `dateEnd?: Array` End of the date range (inclusive). - `dateRange?: Array` Filters results by date range. For example, use `7d` and `7dcontrol` to compare this week with the previous week. Use this parameter or set specific start and end dates (`dateStart` and `dateEnd` parameters). - `dateStart?: Array` Start of the date range. - `format?: "JSON" | "CSV"` Format in which results will be returned. - `"JSON"` - `"CSV"` - `industry?: Array` Filters results by industry. - `limitPerGroup?: number` Limits the number of objects per group to the top items within the specified time range. When item count exceeds the limit, extra items appear grouped under an "other" category. - `location?: Array` Filters results by location. Specify a comma-separated list of alpha-2 codes. Prefix with `-` to exclude locations from results. For example, `-US,PT` excludes results from the US, but includes results from PT. - `name?: Array` Array of names used to label the series in the response. - `userAgent?: Array` Filters results by user agent. - `vertical?: Array` Filters results by vertical. ### Returns - `BotTimeseriesResponse` - `meta: Meta` Metadata for the results. - `aggInterval: "FIFTEEN_MINUTES" | "ONE_HOUR" | "ONE_DAY" | 2 more` Aggregation interval of the results (e.g., in 15 minutes or 1 hour intervals). Refer to [Aggregation intervals](https://developers.cloudflare.com/radar/concepts/aggregation-intervals/). - `"FIFTEEN_MINUTES"` - `"ONE_HOUR"` - `"ONE_DAY"` - `"ONE_WEEK"` - `"ONE_MONTH"` - `confidenceInfo: ConfidenceInfo` - `annotations: Array` - `dataSource: "ALL" | "AI_BOTS" | "AI_GATEWAY" | 22 more` Data source for annotations. - `"ALL"` - `"AI_BOTS"` - `"AI_GATEWAY"` - `"BGP"` - `"BOTS"` - `"CONNECTION_ANOMALY"` - `"CT"` - `"DNS"` - `"DNS_MAGNITUDE"` - `"DNS_AS112"` - `"DOS"` - `"EMAIL_ROUTING"` - `"EMAIL_SECURITY"` - `"FW"` - `"FW_PG"` - `"HTTP"` - `"HTTP_CONTROL"` - `"HTTP_CRAWLER_REFERER"` - `"HTTP_ORIGINS"` - `"IQI"` - `"LEAKED_CREDENTIALS"` - `"NET"` - `"ROBOTS_TXT"` - `"SPEED"` - `"WORKERS_AI"` - `description: string` - `endDate: string` - `eventType: "EVENT" | "GENERAL" | "OUTAGE" | 3 more` Event type for annotations. - `"EVENT"` - `"GENERAL"` - `"OUTAGE"` - `"PARTIAL_PROJECTION"` - `"PIPELINE"` - `"TRAFFIC_ANOMALY"` - `isInstantaneous: boolean` Whether event is a single point in time or a time range. - `linkedUrl: string` - `startDate: string` - `level: number` Provides an indication of how much confidence Cloudflare has in the data. - `dateRange: Array` - `endTime: string` Adjusted end of date range. - `startTime: string` Adjusted start of date range. - `lastUpdated: string` Timestamp of the last dataset update. - `normalization: "PERCENTAGE" | "MIN0_MAX" | "MIN_MAX" | 5 more` Normalization method applied to the results. Refer to [Normalization methods](https://developers.cloudflare.com/radar/concepts/normalization/). - `"PERCENTAGE"` - `"MIN0_MAX"` - `"MIN_MAX"` - `"RAW_VALUES"` - `"PERCENTAGE_CHANGE"` - `"ROLLING_AVERAGE"` - `"OVERLAPPED_PERCENTAGE"` - `"RATIO"` - `units: Array` Measurement units for the results. - `name: string` - `value: string` ### Example ```node import Cloudflare from 'cloudflare'; const client = new Cloudflare({ apiToken: process.env['CLOUDFLARE_API_TOKEN'], // This is the default and can be omitted }); const response = await client.radar.ai.bots.timeseries(); console.log(response.meta); ``` #### Response ```json { "result": { "meta": { "aggInterval": "FIFTEEN_MINUTES", "confidenceInfo": { "annotations": [ { "dataSource": "ALL", "description": "Cable cut in Tonga", "endDate": "2019-12-27T18:11:19.117Z", "eventType": "EVENT", "isInstantaneous": true, "linkedUrl": "https://example.com", "startDate": "2019-12-27T18:11:19.117Z" } ], "level": 0 }, "dateRange": [ { "endTime": "2022-09-17T10:22:57.555Z", "startTime": "2022-09-16T10:22:57.555Z" } ], "lastUpdated": "2019-12-27T18:11:19.117Z", "normalization": "PERCENTAGE", "units": [ { "name": "*", "value": "requests" } ] } }, "success": true } ``` ## Get time series distribution of AI bots HTTP requests by dimension. `client.radar.ai.bots.timeseriesGroups("USER_AGENT" | "CRAWL_PURPOSE" | "INDUSTRY" | 2 moredimension, BotTimeseriesGroupsParamsquery?, RequestOptionsoptions?): BotTimeseriesGroupsResponse` **get** `/radar/ai/bots/timeseries_groups/{dimension}` Retrieves the distribution of HTTP requests from AI bots, grouped by the specified dimension over time. ### Parameters - `dimension: "USER_AGENT" | "CRAWL_PURPOSE" | "INDUSTRY" | 2 more` Specifies the attribute by which to group the results. - `"USER_AGENT"` - `"CRAWL_PURPOSE"` - `"INDUSTRY"` - `"VERTICAL"` - `"CONTENT_TYPE"` - `query: BotTimeseriesGroupsParams` - `aggInterval?: "15m" | "1h" | "1d" | "1w"` Aggregation interval of the results (e.g., in 15 minutes or 1 hour intervals). Refer to [Aggregation intervals](https://developers.cloudflare.com/radar/concepts/aggregation-intervals/). - `"15m"` - `"1h"` - `"1d"` - `"1w"` - `asn?: Array` Filters results by Autonomous System. Specify one or more Autonomous System Numbers (ASNs) as a comma-separated list. Prefix with `-` to exclude ASNs from results. For example, `-174, 3356` excludes results from AS174, but includes results from AS3356. - `contentType?: Array<"HTML" | "IMAGES" | "JSON" | 13 more>` Filters results by content type category. - `"HTML"` - `"IMAGES"` - `"JSON"` - `"JAVASCRIPT"` - `"CSS"` - `"PLAIN_TEXT"` - `"FONTS"` - `"XML"` - `"YAML"` - `"VIDEO"` - `"AUDIO"` - `"MARKDOWN"` - `"DOCUMENTS"` - `"BINARY"` - `"SERIALIZATION"` - `"OTHER"` - `continent?: Array` Filters results by continent. Specify a comma-separated list of alpha-2 codes. Prefix with `-` to exclude continents from results. For example, `-EU,NA` excludes results from EU, but includes results from NA. - `crawlPurpose?: Array` Filters results by bot crawl purpose. - `dateEnd?: Array` End of the date range (inclusive). - `dateRange?: Array` Filters results by date range. For example, use `7d` and `7dcontrol` to compare this week with the previous week. Use this parameter or set specific start and end dates (`dateStart` and `dateEnd` parameters). - `dateStart?: Array` Start of the date range. - `format?: "JSON" | "CSV"` Format in which results will be returned. - `"JSON"` - `"CSV"` - `industry?: Array` Filters results by industry. - `limitPerGroup?: number` Limits the number of objects per group to the top items within the specified time range. When item count exceeds the limit, extra items appear grouped under an "other" category. - `location?: Array` Filters results by location. Specify a comma-separated list of alpha-2 codes. Prefix with `-` to exclude locations from results. For example, `-US,PT` excludes results from the US, but includes results from PT. - `name?: Array` Array of names used to label the series in the response. - `normalization?: "PERCENTAGE" | "MIN0_MAX"` Normalization method applied to the results. Refer to [Normalization methods](https://developers.cloudflare.com/radar/concepts/normalization/). - `"PERCENTAGE"` - `"MIN0_MAX"` - `userAgent?: Array` Filters results by user agent. - `vertical?: Array` Filters results by vertical. ### Returns - `BotTimeseriesGroupsResponse` - `meta: Meta` Metadata for the results. - `aggInterval: "FIFTEEN_MINUTES" | "ONE_HOUR" | "ONE_DAY" | 2 more` Aggregation interval of the results (e.g., in 15 minutes or 1 hour intervals). Refer to [Aggregation intervals](https://developers.cloudflare.com/radar/concepts/aggregation-intervals/). - `"FIFTEEN_MINUTES"` - `"ONE_HOUR"` - `"ONE_DAY"` - `"ONE_WEEK"` - `"ONE_MONTH"` - `confidenceInfo: ConfidenceInfo` - `annotations: Array` - `dataSource: "ALL" | "AI_BOTS" | "AI_GATEWAY" | 22 more` Data source for annotations. - `"ALL"` - `"AI_BOTS"` - `"AI_GATEWAY"` - `"BGP"` - `"BOTS"` - `"CONNECTION_ANOMALY"` - `"CT"` - `"DNS"` - `"DNS_MAGNITUDE"` - `"DNS_AS112"` - `"DOS"` - `"EMAIL_ROUTING"` - `"EMAIL_SECURITY"` - `"FW"` - `"FW_PG"` - `"HTTP"` - `"HTTP_CONTROL"` - `"HTTP_CRAWLER_REFERER"` - `"HTTP_ORIGINS"` - `"IQI"` - `"LEAKED_CREDENTIALS"` - `"NET"` - `"ROBOTS_TXT"` - `"SPEED"` - `"WORKERS_AI"` - `description: string` - `endDate: string` - `eventType: "EVENT" | "GENERAL" | "OUTAGE" | 3 more` Event type for annotations. - `"EVENT"` - `"GENERAL"` - `"OUTAGE"` - `"PARTIAL_PROJECTION"` - `"PIPELINE"` - `"TRAFFIC_ANOMALY"` - `isInstantaneous: boolean` Whether event is a single point in time or a time range. - `linkedUrl: string` - `startDate: string` - `level: number` Provides an indication of how much confidence Cloudflare has in the data. - `dateRange: Array` - `endTime: string` Adjusted end of date range. - `startTime: string` Adjusted start of date range. - `lastUpdated: string` Timestamp of the last dataset update. - `normalization: "PERCENTAGE" | "MIN0_MAX" | "MIN_MAX" | 5 more` Normalization method applied to the results. Refer to [Normalization methods](https://developers.cloudflare.com/radar/concepts/normalization/). - `"PERCENTAGE"` - `"MIN0_MAX"` - `"MIN_MAX"` - `"RAW_VALUES"` - `"PERCENTAGE_CHANGE"` - `"ROLLING_AVERAGE"` - `"OVERLAPPED_PERCENTAGE"` - `"RATIO"` - `units: Array` Measurement units for the results. - `name: string` - `value: string` - `serie_0: Serie0` - `timestamps: Array` ### Example ```node import Cloudflare from 'cloudflare'; const client = new Cloudflare({ apiToken: process.env['CLOUDFLARE_API_TOKEN'], // This is the default and can be omitted }); const response = await client.radar.ai.bots.timeseriesGroups('USER_AGENT'); console.log(response.meta); ``` #### Response ```json { "result": { "meta": { "aggInterval": "FIFTEEN_MINUTES", "confidenceInfo": { "annotations": [ { "dataSource": "ALL", "description": "Cable cut in Tonga", "endDate": "2019-12-27T18:11:19.117Z", "eventType": "EVENT", "isInstantaneous": true, "linkedUrl": "https://example.com", "startDate": "2019-12-27T18:11:19.117Z" } ], "level": 0 }, "dateRange": [ { "endTime": "2022-09-17T10:22:57.555Z", "startTime": "2022-09-16T10:22:57.555Z" } ], "lastUpdated": "2019-12-27T18:11:19.117Z", "normalization": "PERCENTAGE", "units": [ { "name": "*", "value": "requests" } ] }, "serie_0": { "timestamps": [ "2023-08-08T10:15:00Z" ] } }, "success": true } ``` ## Domain Types ### Bot Summary V2 Response - `BotSummaryV2Response` - `meta: Meta` Metadata for the results. - `confidenceInfo: ConfidenceInfo` - `annotations: Array` - `dataSource: "ALL" | "AI_BOTS" | "AI_GATEWAY" | 22 more` Data source for annotations. - `"ALL"` - `"AI_BOTS"` - `"AI_GATEWAY"` - `"BGP"` - `"BOTS"` - `"CONNECTION_ANOMALY"` - `"CT"` - `"DNS"` - `"DNS_MAGNITUDE"` - `"DNS_AS112"` - `"DOS"` - `"EMAIL_ROUTING"` - `"EMAIL_SECURITY"` - `"FW"` - `"FW_PG"` - `"HTTP"` - `"HTTP_CONTROL"` - `"HTTP_CRAWLER_REFERER"` - `"HTTP_ORIGINS"` - `"IQI"` - `"LEAKED_CREDENTIALS"` - `"NET"` - `"ROBOTS_TXT"` - `"SPEED"` - `"WORKERS_AI"` - `description: string` - `endDate: string` - `eventType: "EVENT" | "GENERAL" | "OUTAGE" | 3 more` Event type for annotations. - `"EVENT"` - `"GENERAL"` - `"OUTAGE"` - `"PARTIAL_PROJECTION"` - `"PIPELINE"` - `"TRAFFIC_ANOMALY"` - `isInstantaneous: boolean` Whether event is a single point in time or a time range. - `linkedUrl: string` - `startDate: string` - `level: number` Provides an indication of how much confidence Cloudflare has in the data. - `dateRange: Array` - `endTime: string` Adjusted end of date range. - `startTime: string` Adjusted start of date range. - `lastUpdated: string` Timestamp of the last dataset update. - `normalization: "PERCENTAGE" | "MIN0_MAX" | "MIN_MAX" | 5 more` Normalization method applied to the results. Refer to [Normalization methods](https://developers.cloudflare.com/radar/concepts/normalization/). - `"PERCENTAGE"` - `"MIN0_MAX"` - `"MIN_MAX"` - `"RAW_VALUES"` - `"PERCENTAGE_CHANGE"` - `"ROLLING_AVERAGE"` - `"OVERLAPPED_PERCENTAGE"` - `"RATIO"` - `units: Array` Measurement units for the results. - `name: string` - `value: string` - `summary_0: Record` ### Bot Timeseries Response - `BotTimeseriesResponse` - `meta: Meta` Metadata for the results. - `aggInterval: "FIFTEEN_MINUTES" | "ONE_HOUR" | "ONE_DAY" | 2 more` Aggregation interval of the results (e.g., in 15 minutes or 1 hour intervals). Refer to [Aggregation intervals](https://developers.cloudflare.com/radar/concepts/aggregation-intervals/). - `"FIFTEEN_MINUTES"` - `"ONE_HOUR"` - `"ONE_DAY"` - `"ONE_WEEK"` - `"ONE_MONTH"` - `confidenceInfo: ConfidenceInfo` - `annotations: Array` - `dataSource: "ALL" | "AI_BOTS" | "AI_GATEWAY" | 22 more` Data source for annotations. - `"ALL"` - `"AI_BOTS"` - `"AI_GATEWAY"` - `"BGP"` - `"BOTS"` - `"CONNECTION_ANOMALY"` - `"CT"` - `"DNS"` - `"DNS_MAGNITUDE"` - `"DNS_AS112"` - `"DOS"` - `"EMAIL_ROUTING"` - `"EMAIL_SECURITY"` - `"FW"` - `"FW_PG"` - `"HTTP"` - `"HTTP_CONTROL"` - `"HTTP_CRAWLER_REFERER"` - `"HTTP_ORIGINS"` - `"IQI"` - `"LEAKED_CREDENTIALS"` - `"NET"` - `"ROBOTS_TXT"` - `"SPEED"` - `"WORKERS_AI"` - `description: string` - `endDate: string` - `eventType: "EVENT" | "GENERAL" | "OUTAGE" | 3 more` Event type for annotations. - `"EVENT"` - `"GENERAL"` - `"OUTAGE"` - `"PARTIAL_PROJECTION"` - `"PIPELINE"` - `"TRAFFIC_ANOMALY"` - `isInstantaneous: boolean` Whether event is a single point in time or a time range. - `linkedUrl: string` - `startDate: string` - `level: number` Provides an indication of how much confidence Cloudflare has in the data. - `dateRange: Array` - `endTime: string` Adjusted end of date range. - `startTime: string` Adjusted start of date range. - `lastUpdated: string` Timestamp of the last dataset update. - `normalization: "PERCENTAGE" | "MIN0_MAX" | "MIN_MAX" | 5 more` Normalization method applied to the results. Refer to [Normalization methods](https://developers.cloudflare.com/radar/concepts/normalization/). - `"PERCENTAGE"` - `"MIN0_MAX"` - `"MIN_MAX"` - `"RAW_VALUES"` - `"PERCENTAGE_CHANGE"` - `"ROLLING_AVERAGE"` - `"OVERLAPPED_PERCENTAGE"` - `"RATIO"` - `units: Array` Measurement units for the results. - `name: string` - `value: string` ### Bot Timeseries Groups Response - `BotTimeseriesGroupsResponse` - `meta: Meta` Metadata for the results. - `aggInterval: "FIFTEEN_MINUTES" | "ONE_HOUR" | "ONE_DAY" | 2 more` Aggregation interval of the results (e.g., in 15 minutes or 1 hour intervals). Refer to [Aggregation intervals](https://developers.cloudflare.com/radar/concepts/aggregation-intervals/). - `"FIFTEEN_MINUTES"` - `"ONE_HOUR"` - `"ONE_DAY"` - `"ONE_WEEK"` - `"ONE_MONTH"` - `confidenceInfo: ConfidenceInfo` - `annotations: Array` - `dataSource: "ALL" | "AI_BOTS" | "AI_GATEWAY" | 22 more` Data source for annotations. - `"ALL"` - `"AI_BOTS"` - `"AI_GATEWAY"` - `"BGP"` - `"BOTS"` - `"CONNECTION_ANOMALY"` - `"CT"` - `"DNS"` - `"DNS_MAGNITUDE"` - `"DNS_AS112"` - `"DOS"` - `"EMAIL_ROUTING"` - `"EMAIL_SECURITY"` - `"FW"` - `"FW_PG"` - `"HTTP"` - `"HTTP_CONTROL"` - `"HTTP_CRAWLER_REFERER"` - `"HTTP_ORIGINS"` - `"IQI"` - `"LEAKED_CREDENTIALS"` - `"NET"` - `"ROBOTS_TXT"` - `"SPEED"` - `"WORKERS_AI"` - `description: string` - `endDate: string` - `eventType: "EVENT" | "GENERAL" | "OUTAGE" | 3 more` Event type for annotations. - `"EVENT"` - `"GENERAL"` - `"OUTAGE"` - `"PARTIAL_PROJECTION"` - `"PIPELINE"` - `"TRAFFIC_ANOMALY"` - `isInstantaneous: boolean` Whether event is a single point in time or a time range. - `linkedUrl: string` - `startDate: string` - `level: number` Provides an indication of how much confidence Cloudflare has in the data. - `dateRange: Array` - `endTime: string` Adjusted end of date range. - `startTime: string` Adjusted start of date range. - `lastUpdated: string` Timestamp of the last dataset update. - `normalization: "PERCENTAGE" | "MIN0_MAX" | "MIN_MAX" | 5 more` Normalization method applied to the results. Refer to [Normalization methods](https://developers.cloudflare.com/radar/concepts/normalization/). - `"PERCENTAGE"` - `"MIN0_MAX"` - `"MIN_MAX"` - `"RAW_VALUES"` - `"PERCENTAGE_CHANGE"` - `"ROLLING_AVERAGE"` - `"OVERLAPPED_PERCENTAGE"` - `"RATIO"` - `units: Array` Measurement units for the results. - `name: string` - `value: string` - `serie_0: Serie0` - `timestamps: Array` # Summary ## Get AI user agents summary `client.radar.ai.bots.summary.userAgent(SummaryUserAgentParamsquery?, RequestOptionsoptions?): SummaryUserAgentResponse` **get** `/radar/ai/bots/summary/user_agent` Retrieves the distribution of traffic by AI user agent. ### Parameters - `query: SummaryUserAgentParams` - `asn?: Array` Filters results by Autonomous System. Specify one or more Autonomous System Numbers (ASNs) as a comma-separated list. Prefix with `-` to exclude ASNs from results. For example, `-174, 3356` excludes results from AS174, but includes results from AS3356. - `continent?: Array` Filters results by continent. Specify a comma-separated list of alpha-2 codes. Prefix with `-` to exclude continents from results. For example, `-EU,NA` excludes results from EU, but includes results from NA. - `dateEnd?: Array` End of the date range (inclusive). - `dateRange?: Array` Filters results by date range. For example, use `7d` and `7dcontrol` to compare this week with the previous week. Use this parameter or set specific start and end dates (`dateStart` and `dateEnd` parameters). - `dateStart?: Array` Start of the date range. - `format?: "JSON" | "CSV"` Format in which results will be returned. - `"JSON"` - `"CSV"` - `limitPerGroup?: number` Limits the number of objects per group to the top items within the specified time range. When item count exceeds the limit, extra items appear grouped under an "other" category. - `location?: Array` Filters results by location. Specify a comma-separated list of alpha-2 codes. Prefix with `-` to exclude locations from results. For example, `-US,PT` excludes results from the US, but includes results from PT. - `name?: Array` Array of names used to label the series in the response. ### Returns - `SummaryUserAgentResponse` - `meta: Meta` Metadata for the results. - `confidenceInfo: ConfidenceInfo` - `annotations: Array` - `dataSource: "ALL" | "AI_BOTS" | "AI_GATEWAY" | 22 more` Data source for annotations. - `"ALL"` - `"AI_BOTS"` - `"AI_GATEWAY"` - `"BGP"` - `"BOTS"` - `"CONNECTION_ANOMALY"` - `"CT"` - `"DNS"` - `"DNS_MAGNITUDE"` - `"DNS_AS112"` - `"DOS"` - `"EMAIL_ROUTING"` - `"EMAIL_SECURITY"` - `"FW"` - `"FW_PG"` - `"HTTP"` - `"HTTP_CONTROL"` - `"HTTP_CRAWLER_REFERER"` - `"HTTP_ORIGINS"` - `"IQI"` - `"LEAKED_CREDENTIALS"` - `"NET"` - `"ROBOTS_TXT"` - `"SPEED"` - `"WORKERS_AI"` - `description: string` - `endDate: string` - `eventType: "EVENT" | "GENERAL" | "OUTAGE" | 3 more` Event type for annotations. - `"EVENT"` - `"GENERAL"` - `"OUTAGE"` - `"PARTIAL_PROJECTION"` - `"PIPELINE"` - `"TRAFFIC_ANOMALY"` - `isInstantaneous: boolean` Whether event is a single point in time or a time range. - `linkedUrl: string` - `startDate: string` - `level: number` Provides an indication of how much confidence Cloudflare has in the data. - `dateRange: Array` - `endTime: string` Adjusted end of date range. - `startTime: string` Adjusted start of date range. - `lastUpdated: string` Timestamp of the last dataset update. - `normalization: "PERCENTAGE" | "MIN0_MAX" | "MIN_MAX" | 5 more` Normalization method applied to the results. Refer to [Normalization methods](https://developers.cloudflare.com/radar/concepts/normalization/). - `"PERCENTAGE"` - `"MIN0_MAX"` - `"MIN_MAX"` - `"RAW_VALUES"` - `"PERCENTAGE_CHANGE"` - `"ROLLING_AVERAGE"` - `"OVERLAPPED_PERCENTAGE"` - `"RATIO"` - `units: Array` Measurement units for the results. - `name: string` - `value: string` - `summary_0: Record` ### Example ```node import Cloudflare from 'cloudflare'; const client = new Cloudflare({ apiToken: process.env['CLOUDFLARE_API_TOKEN'], // This is the default and can be omitted }); const response = await client.radar.ai.bots.summary.userAgent(); console.log(response.meta); ``` #### Response ```json { "result": { "meta": { "confidenceInfo": { "annotations": [ { "dataSource": "ALL", "description": "Cable cut in Tonga", "endDate": "2019-12-27T18:11:19.117Z", "eventType": "EVENT", "isInstantaneous": true, "linkedUrl": "https://example.com", "startDate": "2019-12-27T18:11:19.117Z" } ], "level": 0 }, "dateRange": [ { "endTime": "2022-09-17T10:22:57.555Z", "startTime": "2022-09-16T10:22:57.555Z" } ], "lastUpdated": "2019-12-27T18:11:19.117Z", "normalization": "PERCENTAGE", "units": [ { "name": "*", "value": "requests" } ] }, "summary_0": { "Amazonbot": "10.274394", "Bytespider": "8.381743", "facebookexternalhit": "63.40249" } }, "success": true } ``` ## Domain Types ### Summary User Agent Response - `SummaryUserAgentResponse` - `meta: Meta` Metadata for the results. - `confidenceInfo: ConfidenceInfo` - `annotations: Array` - `dataSource: "ALL" | "AI_BOTS" | "AI_GATEWAY" | 22 more` Data source for annotations. - `"ALL"` - `"AI_BOTS"` - `"AI_GATEWAY"` - `"BGP"` - `"BOTS"` - `"CONNECTION_ANOMALY"` - `"CT"` - `"DNS"` - `"DNS_MAGNITUDE"` - `"DNS_AS112"` - `"DOS"` - `"EMAIL_ROUTING"` - `"EMAIL_SECURITY"` - `"FW"` - `"FW_PG"` - `"HTTP"` - `"HTTP_CONTROL"` - `"HTTP_CRAWLER_REFERER"` - `"HTTP_ORIGINS"` - `"IQI"` - `"LEAKED_CREDENTIALS"` - `"NET"` - `"ROBOTS_TXT"` - `"SPEED"` - `"WORKERS_AI"` - `description: string` - `endDate: string` - `eventType: "EVENT" | "GENERAL" | "OUTAGE" | 3 more` Event type for annotations. - `"EVENT"` - `"GENERAL"` - `"OUTAGE"` - `"PARTIAL_PROJECTION"` - `"PIPELINE"` - `"TRAFFIC_ANOMALY"` - `isInstantaneous: boolean` Whether event is a single point in time or a time range. - `linkedUrl: string` - `startDate: string` - `level: number` Provides an indication of how much confidence Cloudflare has in the data. - `dateRange: Array` - `endTime: string` Adjusted end of date range. - `startTime: string` Adjusted start of date range. - `lastUpdated: string` Timestamp of the last dataset update. - `normalization: "PERCENTAGE" | "MIN0_MAX" | "MIN_MAX" | 5 more` Normalization method applied to the results. Refer to [Normalization methods](https://developers.cloudflare.com/radar/concepts/normalization/). - `"PERCENTAGE"` - `"MIN0_MAX"` - `"MIN_MAX"` - `"RAW_VALUES"` - `"PERCENTAGE_CHANGE"` - `"ROLLING_AVERAGE"` - `"OVERLAPPED_PERCENTAGE"` - `"RATIO"` - `units: Array` Measurement units for the results. - `name: string` - `value: string` - `summary_0: Record` # Timeseries Groups ## Get AI user agents time series `client.radar.ai.timeseriesGroups.userAgent(TimeseriesGroupUserAgentParamsquery?, RequestOptionsoptions?): TimeseriesGroupUserAgentResponse` **get** `/radar/ai/bots/timeseries_groups/user_agent` Retrieves the distribution of traffic by AI user agent over time. ### Parameters - `query: TimeseriesGroupUserAgentParams` - `aggInterval?: "15m" | "1h" | "1d" | "1w"` Aggregation interval of the results (e.g., in 15 minutes or 1 hour intervals). Refer to [Aggregation intervals](https://developers.cloudflare.com/radar/concepts/aggregation-intervals/). - `"15m"` - `"1h"` - `"1d"` - `"1w"` - `asn?: Array` Filters results by Autonomous System. Specify one or more Autonomous System Numbers (ASNs) as a comma-separated list. Prefix with `-` to exclude ASNs from results. For example, `-174, 3356` excludes results from AS174, but includes results from AS3356. - `continent?: Array` Filters results by continent. Specify a comma-separated list of alpha-2 codes. Prefix with `-` to exclude continents from results. For example, `-EU,NA` excludes results from EU, but includes results from NA. - `dateEnd?: Array` End of the date range (inclusive). - `dateRange?: Array` Filters results by date range. For example, use `7d` and `7dcontrol` to compare this week with the previous week. Use this parameter or set specific start and end dates (`dateStart` and `dateEnd` parameters). - `dateStart?: Array` Start of the date range. - `format?: "JSON" | "CSV"` Format in which results will be returned. - `"JSON"` - `"CSV"` - `limitPerGroup?: number` Limits the number of objects per group to the top items within the specified time range. When item count exceeds the limit, extra items appear grouped under an "other" category. - `location?: Array` Filters results by location. Specify a comma-separated list of alpha-2 codes. Prefix with `-` to exclude locations from results. For example, `-US,PT` excludes results from the US, but includes results from PT. - `name?: Array` Array of names used to label the series in the response. ### Returns - `TimeseriesGroupUserAgentResponse` - `meta: Meta` Metadata for the results. - `aggInterval: "FIFTEEN_MINUTES" | "ONE_HOUR" | "ONE_DAY" | 2 more` Aggregation interval of the results (e.g., in 15 minutes or 1 hour intervals). Refer to [Aggregation intervals](https://developers.cloudflare.com/radar/concepts/aggregation-intervals/). - `"FIFTEEN_MINUTES"` - `"ONE_HOUR"` - `"ONE_DAY"` - `"ONE_WEEK"` - `"ONE_MONTH"` - `confidenceInfo: ConfidenceInfo` - `annotations: Array` - `dataSource: "ALL" | "AI_BOTS" | "AI_GATEWAY" | 22 more` Data source for annotations. - `"ALL"` - `"AI_BOTS"` - `"AI_GATEWAY"` - `"BGP"` - `"BOTS"` - `"CONNECTION_ANOMALY"` - `"CT"` - `"DNS"` - `"DNS_MAGNITUDE"` - `"DNS_AS112"` - `"DOS"` - `"EMAIL_ROUTING"` - `"EMAIL_SECURITY"` - `"FW"` - `"FW_PG"` - `"HTTP"` - `"HTTP_CONTROL"` - `"HTTP_CRAWLER_REFERER"` - `"HTTP_ORIGINS"` - `"IQI"` - `"LEAKED_CREDENTIALS"` - `"NET"` - `"ROBOTS_TXT"` - `"SPEED"` - `"WORKERS_AI"` - `description: string` - `endDate: string` - `eventType: "EVENT" | "GENERAL" | "OUTAGE" | 3 more` Event type for annotations. - `"EVENT"` - `"GENERAL"` - `"OUTAGE"` - `"PARTIAL_PROJECTION"` - `"PIPELINE"` - `"TRAFFIC_ANOMALY"` - `isInstantaneous: boolean` Whether event is a single point in time or a time range. - `linkedUrl: string` - `startDate: string` - `level: number` Provides an indication of how much confidence Cloudflare has in the data. - `dateRange: Array` - `endTime: string` Adjusted end of date range. - `startTime: string` Adjusted start of date range. - `lastUpdated: string` Timestamp of the last dataset update. - `normalization: "PERCENTAGE" | "MIN0_MAX" | "MIN_MAX" | 5 more` Normalization method applied to the results. Refer to [Normalization methods](https://developers.cloudflare.com/radar/concepts/normalization/). - `"PERCENTAGE"` - `"MIN0_MAX"` - `"MIN_MAX"` - `"RAW_VALUES"` - `"PERCENTAGE_CHANGE"` - `"ROLLING_AVERAGE"` - `"OVERLAPPED_PERCENTAGE"` - `"RATIO"` - `units: Array` Measurement units for the results. - `name: string` - `value: string` - `serie_0: Serie0` - `timestamps: Array` ### Example ```node import Cloudflare from 'cloudflare'; const client = new Cloudflare({ apiToken: process.env['CLOUDFLARE_API_TOKEN'], // This is the default and can be omitted }); const response = await client.radar.ai.timeseriesGroups.userAgent(); console.log(response.meta); ``` #### Response ```json { "result": { "meta": { "aggInterval": "FIFTEEN_MINUTES", "confidenceInfo": { "annotations": [ { "dataSource": "ALL", "description": "Cable cut in Tonga", "endDate": "2019-12-27T18:11:19.117Z", "eventType": "EVENT", "isInstantaneous": true, "linkedUrl": "https://example.com", "startDate": "2019-12-27T18:11:19.117Z" } ], "level": 0 }, "dateRange": [ { "endTime": "2022-09-17T10:22:57.555Z", "startTime": "2022-09-16T10:22:57.555Z" } ], "lastUpdated": "2019-12-27T18:11:19.117Z", "normalization": "PERCENTAGE", "units": [ { "name": "*", "value": "requests" } ] }, "serie_0": { "timestamps": [ "2023-08-08T10:15:00Z" ] } }, "success": true } ``` ## Get AI bots HTTP requests distribution by dimension `client.radar.ai.timeseriesGroups.summary("USER_AGENT" | "CRAWL_PURPOSE" | "INDUSTRY" | 2 moredimension, TimeseriesGroupSummaryParamsquery?, RequestOptionsoptions?): TimeseriesGroupSummaryResponse` **get** `/radar/ai/bots/summary/{dimension}` Retrieves an aggregated summary of AI bots HTTP requests grouped by the specified dimension. ### Parameters - `dimension: "USER_AGENT" | "CRAWL_PURPOSE" | "INDUSTRY" | 2 more` Specifies the attribute by which to group the results. - `"USER_AGENT"` - `"CRAWL_PURPOSE"` - `"INDUSTRY"` - `"VERTICAL"` - `"CONTENT_TYPE"` - `query: TimeseriesGroupSummaryParams` - `asn?: Array` Filters results by Autonomous System. Specify one or more Autonomous System Numbers (ASNs) as a comma-separated list. Prefix with `-` to exclude ASNs from results. For example, `-174, 3356` excludes results from AS174, but includes results from AS3356. - `contentType?: Array<"HTML" | "IMAGES" | "JSON" | 13 more>` Filters results by content type category. - `"HTML"` - `"IMAGES"` - `"JSON"` - `"JAVASCRIPT"` - `"CSS"` - `"PLAIN_TEXT"` - `"FONTS"` - `"XML"` - `"YAML"` - `"VIDEO"` - `"AUDIO"` - `"MARKDOWN"` - `"DOCUMENTS"` - `"BINARY"` - `"SERIALIZATION"` - `"OTHER"` - `continent?: Array` Filters results by continent. Specify a comma-separated list of alpha-2 codes. Prefix with `-` to exclude continents from results. For example, `-EU,NA` excludes results from EU, but includes results from NA. - `crawlPurpose?: Array` Filters results by bot crawl purpose. - `dateEnd?: Array` End of the date range (inclusive). - `dateRange?: Array` Filters results by date range. For example, use `7d` and `7dcontrol` to compare this week with the previous week. Use this parameter or set specific start and end dates (`dateStart` and `dateEnd` parameters). - `dateStart?: Array` Start of the date range. - `format?: "JSON" | "CSV"` Format in which results will be returned. - `"JSON"` - `"CSV"` - `industry?: Array` Filters results by industry. - `limitPerGroup?: number` Limits the number of objects per group to the top items within the specified time range. When item count exceeds the limit, extra items appear grouped under an "other" category. - `location?: Array` Filters results by location. Specify a comma-separated list of alpha-2 codes. Prefix with `-` to exclude locations from results. For example, `-US,PT` excludes results from the US, but includes results from PT. - `name?: Array` Array of names used to label the series in the response. - `userAgent?: Array` Filters results by user agent. - `vertical?: Array` Filters results by vertical. ### Returns - `TimeseriesGroupSummaryResponse` - `meta: Meta` Metadata for the results. - `confidenceInfo: ConfidenceInfo` - `annotations: Array` - `dataSource: "ALL" | "AI_BOTS" | "AI_GATEWAY" | 22 more` Data source for annotations. - `"ALL"` - `"AI_BOTS"` - `"AI_GATEWAY"` - `"BGP"` - `"BOTS"` - `"CONNECTION_ANOMALY"` - `"CT"` - `"DNS"` - `"DNS_MAGNITUDE"` - `"DNS_AS112"` - `"DOS"` - `"EMAIL_ROUTING"` - `"EMAIL_SECURITY"` - `"FW"` - `"FW_PG"` - `"HTTP"` - `"HTTP_CONTROL"` - `"HTTP_CRAWLER_REFERER"` - `"HTTP_ORIGINS"` - `"IQI"` - `"LEAKED_CREDENTIALS"` - `"NET"` - `"ROBOTS_TXT"` - `"SPEED"` - `"WORKERS_AI"` - `description: string` - `endDate: string` - `eventType: "EVENT" | "GENERAL" | "OUTAGE" | 3 more` Event type for annotations. - `"EVENT"` - `"GENERAL"` - `"OUTAGE"` - `"PARTIAL_PROJECTION"` - `"PIPELINE"` - `"TRAFFIC_ANOMALY"` - `isInstantaneous: boolean` Whether event is a single point in time or a time range. - `linkedUrl: string` - `startDate: string` - `level: number` Provides an indication of how much confidence Cloudflare has in the data. - `dateRange: Array` - `endTime: string` Adjusted end of date range. - `startTime: string` Adjusted start of date range. - `lastUpdated: string` Timestamp of the last dataset update. - `normalization: "PERCENTAGE" | "MIN0_MAX" | "MIN_MAX" | 5 more` Normalization method applied to the results. Refer to [Normalization methods](https://developers.cloudflare.com/radar/concepts/normalization/). - `"PERCENTAGE"` - `"MIN0_MAX"` - `"MIN_MAX"` - `"RAW_VALUES"` - `"PERCENTAGE_CHANGE"` - `"ROLLING_AVERAGE"` - `"OVERLAPPED_PERCENTAGE"` - `"RATIO"` - `units: Array` Measurement units for the results. - `name: string` - `value: string` - `summary_0: Record` ### Example ```node import Cloudflare from 'cloudflare'; const client = new Cloudflare({ apiToken: process.env['CLOUDFLARE_API_TOKEN'], // This is the default and can be omitted }); const response = await client.radar.ai.timeseriesGroups.summary('USER_AGENT'); console.log(response.meta); ``` #### Response ```json { "result": { "meta": { "confidenceInfo": { "annotations": [ { "dataSource": "ALL", "description": "Cable cut in Tonga", "endDate": "2019-12-27T18:11:19.117Z", "eventType": "EVENT", "isInstantaneous": true, "linkedUrl": "https://example.com", "startDate": "2019-12-27T18:11:19.117Z" } ], "level": 0 }, "dateRange": [ { "endTime": "2022-09-17T10:22:57.555Z", "startTime": "2022-09-16T10:22:57.555Z" } ], "lastUpdated": "2019-12-27T18:11:19.117Z", "normalization": "PERCENTAGE", "units": [ { "name": "*", "value": "requests" } ] }, "summary_0": { "Amazonbot": "10.274394", "Bytespider": "8.381743", "facebookexternalhit": "63.40249" } }, "success": true } ``` ## Get AI bots HTTP requests time series `client.radar.ai.timeseriesGroups.timeseries(TimeseriesGroupTimeseriesParamsquery?, RequestOptionsoptions?): TimeseriesGroupTimeseriesResponse` **get** `/radar/ai/bots/timeseries` Retrieves AI bots HTTP request volume over time. ### Parameters - `query: TimeseriesGroupTimeseriesParams` - `aggInterval?: "15m" | "1h" | "1d" | "1w"` Aggregation interval of the results (e.g., in 15 minutes or 1 hour intervals). Refer to [Aggregation intervals](https://developers.cloudflare.com/radar/concepts/aggregation-intervals/). - `"15m"` - `"1h"` - `"1d"` - `"1w"` - `asn?: Array` Filters results by Autonomous System. Specify one or more Autonomous System Numbers (ASNs) as a comma-separated list. Prefix with `-` to exclude ASNs from results. For example, `-174, 3356` excludes results from AS174, but includes results from AS3356. - `contentType?: Array<"HTML" | "IMAGES" | "JSON" | 13 more>` Filters results by content type category. - `"HTML"` - `"IMAGES"` - `"JSON"` - `"JAVASCRIPT"` - `"CSS"` - `"PLAIN_TEXT"` - `"FONTS"` - `"XML"` - `"YAML"` - `"VIDEO"` - `"AUDIO"` - `"MARKDOWN"` - `"DOCUMENTS"` - `"BINARY"` - `"SERIALIZATION"` - `"OTHER"` - `continent?: Array` Filters results by continent. Specify a comma-separated list of alpha-2 codes. Prefix with `-` to exclude continents from results. For example, `-EU,NA` excludes results from EU, but includes results from NA. - `crawlPurpose?: Array` Filters results by bot crawl purpose. - `dateEnd?: Array` End of the date range (inclusive). - `dateRange?: Array` Filters results by date range. For example, use `7d` and `7dcontrol` to compare this week with the previous week. Use this parameter or set specific start and end dates (`dateStart` and `dateEnd` parameters). - `dateStart?: Array` Start of the date range. - `format?: "JSON" | "CSV"` Format in which results will be returned. - `"JSON"` - `"CSV"` - `industry?: Array` Filters results by industry. - `limitPerGroup?: number` Limits the number of objects per group to the top items within the specified time range. When item count exceeds the limit, extra items appear grouped under an "other" category. - `location?: Array` Filters results by location. Specify a comma-separated list of alpha-2 codes. Prefix with `-` to exclude locations from results. For example, `-US,PT` excludes results from the US, but includes results from PT. - `name?: Array` Array of names used to label the series in the response. - `userAgent?: Array` Filters results by user agent. - `vertical?: Array` Filters results by vertical. ### Returns - `TimeseriesGroupTimeseriesResponse` - `meta: Meta` Metadata for the results. - `aggInterval: "FIFTEEN_MINUTES" | "ONE_HOUR" | "ONE_DAY" | 2 more` Aggregation interval of the results (e.g., in 15 minutes or 1 hour intervals). Refer to [Aggregation intervals](https://developers.cloudflare.com/radar/concepts/aggregation-intervals/). - `"FIFTEEN_MINUTES"` - `"ONE_HOUR"` - `"ONE_DAY"` - `"ONE_WEEK"` - `"ONE_MONTH"` - `confidenceInfo: ConfidenceInfo` - `annotations: Array` - `dataSource: "ALL" | "AI_BOTS" | "AI_GATEWAY" | 22 more` Data source for annotations. - `"ALL"` - `"AI_BOTS"` - `"AI_GATEWAY"` - `"BGP"` - `"BOTS"` - `"CONNECTION_ANOMALY"` - `"CT"` - `"DNS"` - `"DNS_MAGNITUDE"` - `"DNS_AS112"` - `"DOS"` - `"EMAIL_ROUTING"` - `"EMAIL_SECURITY"` - `"FW"` - `"FW_PG"` - `"HTTP"` - `"HTTP_CONTROL"` - `"HTTP_CRAWLER_REFERER"` - `"HTTP_ORIGINS"` - `"IQI"` - `"LEAKED_CREDENTIALS"` - `"NET"` - `"ROBOTS_TXT"` - `"SPEED"` - `"WORKERS_AI"` - `description: string` - `endDate: string` - `eventType: "EVENT" | "GENERAL" | "OUTAGE" | 3 more` Event type for annotations. - `"EVENT"` - `"GENERAL"` - `"OUTAGE"` - `"PARTIAL_PROJECTION"` - `"PIPELINE"` - `"TRAFFIC_ANOMALY"` - `isInstantaneous: boolean` Whether event is a single point in time or a time range. - `linkedUrl: string` - `startDate: string` - `level: number` Provides an indication of how much confidence Cloudflare has in the data. - `dateRange: Array` - `endTime: string` Adjusted end of date range. - `startTime: string` Adjusted start of date range. - `lastUpdated: string` Timestamp of the last dataset update. - `normalization: "PERCENTAGE" | "MIN0_MAX" | "MIN_MAX" | 5 more` Normalization method applied to the results. Refer to [Normalization methods](https://developers.cloudflare.com/radar/concepts/normalization/). - `"PERCENTAGE"` - `"MIN0_MAX"` - `"MIN_MAX"` - `"RAW_VALUES"` - `"PERCENTAGE_CHANGE"` - `"ROLLING_AVERAGE"` - `"OVERLAPPED_PERCENTAGE"` - `"RATIO"` - `units: Array` Measurement units for the results. - `name: string` - `value: string` ### Example ```node import Cloudflare from 'cloudflare'; const client = new Cloudflare({ apiToken: process.env['CLOUDFLARE_API_TOKEN'], // This is the default and can be omitted }); const response = await client.radar.ai.timeseriesGroups.timeseries(); console.log(response.meta); ``` #### Response ```json { "result": { "meta": { "aggInterval": "FIFTEEN_MINUTES", "confidenceInfo": { "annotations": [ { "dataSource": "ALL", "description": "Cable cut in Tonga", "endDate": "2019-12-27T18:11:19.117Z", "eventType": "EVENT", "isInstantaneous": true, "linkedUrl": "https://example.com", "startDate": "2019-12-27T18:11:19.117Z" } ], "level": 0 }, "dateRange": [ { "endTime": "2022-09-17T10:22:57.555Z", "startTime": "2022-09-16T10:22:57.555Z" } ], "lastUpdated": "2019-12-27T18:11:19.117Z", "normalization": "PERCENTAGE", "units": [ { "name": "*", "value": "requests" } ] } }, "success": true } ``` ## Get time series distribution of AI bots HTTP requests by dimension. `client.radar.ai.timeseriesGroups.timeseriesGroups("USER_AGENT" | "CRAWL_PURPOSE" | "INDUSTRY" | 2 moredimension, TimeseriesGroupTimeseriesGroupsParamsquery?, RequestOptionsoptions?): TimeseriesGroupTimeseriesGroupsResponse` **get** `/radar/ai/bots/timeseries_groups/{dimension}` Retrieves the distribution of HTTP requests from AI bots, grouped by the specified dimension over time. ### Parameters - `dimension: "USER_AGENT" | "CRAWL_PURPOSE" | "INDUSTRY" | 2 more` Specifies the attribute by which to group the results. - `"USER_AGENT"` - `"CRAWL_PURPOSE"` - `"INDUSTRY"` - `"VERTICAL"` - `"CONTENT_TYPE"` - `query: TimeseriesGroupTimeseriesGroupsParams` - `aggInterval?: "15m" | "1h" | "1d" | "1w"` Aggregation interval of the results (e.g., in 15 minutes or 1 hour intervals). Refer to [Aggregation intervals](https://developers.cloudflare.com/radar/concepts/aggregation-intervals/). - `"15m"` - `"1h"` - `"1d"` - `"1w"` - `asn?: Array` Filters results by Autonomous System. Specify one or more Autonomous System Numbers (ASNs) as a comma-separated list. Prefix with `-` to exclude ASNs from results. For example, `-174, 3356` excludes results from AS174, but includes results from AS3356. - `contentType?: Array<"HTML" | "IMAGES" | "JSON" | 13 more>` Filters results by content type category. - `"HTML"` - `"IMAGES"` - `"JSON"` - `"JAVASCRIPT"` - `"CSS"` - `"PLAIN_TEXT"` - `"FONTS"` - `"XML"` - `"YAML"` - `"VIDEO"` - `"AUDIO"` - `"MARKDOWN"` - `"DOCUMENTS"` - `"BINARY"` - `"SERIALIZATION"` - `"OTHER"` - `continent?: Array` Filters results by continent. Specify a comma-separated list of alpha-2 codes. Prefix with `-` to exclude continents from results. For example, `-EU,NA` excludes results from EU, but includes results from NA. - `crawlPurpose?: Array` Filters results by bot crawl purpose. - `dateEnd?: Array` End of the date range (inclusive). - `dateRange?: Array` Filters results by date range. For example, use `7d` and `7dcontrol` to compare this week with the previous week. Use this parameter or set specific start and end dates (`dateStart` and `dateEnd` parameters). - `dateStart?: Array` Start of the date range. - `format?: "JSON" | "CSV"` Format in which results will be returned. - `"JSON"` - `"CSV"` - `industry?: Array` Filters results by industry. - `limitPerGroup?: number` Limits the number of objects per group to the top items within the specified time range. When item count exceeds the limit, extra items appear grouped under an "other" category. - `location?: Array` Filters results by location. Specify a comma-separated list of alpha-2 codes. Prefix with `-` to exclude locations from results. For example, `-US,PT` excludes results from the US, but includes results from PT. - `name?: Array` Array of names used to label the series in the response. - `normalization?: "PERCENTAGE" | "MIN0_MAX"` Normalization method applied to the results. Refer to [Normalization methods](https://developers.cloudflare.com/radar/concepts/normalization/). - `"PERCENTAGE"` - `"MIN0_MAX"` - `userAgent?: Array` Filters results by user agent. - `vertical?: Array` Filters results by vertical. ### Returns - `TimeseriesGroupTimeseriesGroupsResponse` - `meta: Meta` Metadata for the results. - `aggInterval: "FIFTEEN_MINUTES" | "ONE_HOUR" | "ONE_DAY" | 2 more` Aggregation interval of the results (e.g., in 15 minutes or 1 hour intervals). Refer to [Aggregation intervals](https://developers.cloudflare.com/radar/concepts/aggregation-intervals/). - `"FIFTEEN_MINUTES"` - `"ONE_HOUR"` - `"ONE_DAY"` - `"ONE_WEEK"` - `"ONE_MONTH"` - `confidenceInfo: ConfidenceInfo` - `annotations: Array` - `dataSource: "ALL" | "AI_BOTS" | "AI_GATEWAY" | 22 more` Data source for annotations. - `"ALL"` - `"AI_BOTS"` - `"AI_GATEWAY"` - `"BGP"` - `"BOTS"` - `"CONNECTION_ANOMALY"` - `"CT"` - `"DNS"` - `"DNS_MAGNITUDE"` - `"DNS_AS112"` - `"DOS"` - `"EMAIL_ROUTING"` - `"EMAIL_SECURITY"` - `"FW"` - `"FW_PG"` - `"HTTP"` - `"HTTP_CONTROL"` - `"HTTP_CRAWLER_REFERER"` - `"HTTP_ORIGINS"` - `"IQI"` - `"LEAKED_CREDENTIALS"` - `"NET"` - `"ROBOTS_TXT"` - `"SPEED"` - `"WORKERS_AI"` - `description: string` - `endDate: string` - `eventType: "EVENT" | "GENERAL" | "OUTAGE" | 3 more` Event type for annotations. - `"EVENT"` - `"GENERAL"` - `"OUTAGE"` - `"PARTIAL_PROJECTION"` - `"PIPELINE"` - `"TRAFFIC_ANOMALY"` - `isInstantaneous: boolean` Whether event is a single point in time or a time range. - `linkedUrl: string` - `startDate: string` - `level: number` Provides an indication of how much confidence Cloudflare has in the data. - `dateRange: Array` - `endTime: string` Adjusted end of date range. - `startTime: string` Adjusted start of date range. - `lastUpdated: string` Timestamp of the last dataset update. - `normalization: "PERCENTAGE" | "MIN0_MAX" | "MIN_MAX" | 5 more` Normalization method applied to the results. Refer to [Normalization methods](https://developers.cloudflare.com/radar/concepts/normalization/). - `"PERCENTAGE"` - `"MIN0_MAX"` - `"MIN_MAX"` - `"RAW_VALUES"` - `"PERCENTAGE_CHANGE"` - `"ROLLING_AVERAGE"` - `"OVERLAPPED_PERCENTAGE"` - `"RATIO"` - `units: Array` Measurement units for the results. - `name: string` - `value: string` - `serie_0: Serie0` - `timestamps: Array` ### Example ```node import Cloudflare from 'cloudflare'; const client = new Cloudflare({ apiToken: process.env['CLOUDFLARE_API_TOKEN'], // This is the default and can be omitted }); const response = await client.radar.ai.timeseriesGroups.timeseriesGroups('USER_AGENT'); console.log(response.meta); ``` #### Response ```json { "result": { "meta": { "aggInterval": "FIFTEEN_MINUTES", "confidenceInfo": { "annotations": [ { "dataSource": "ALL", "description": "Cable cut in Tonga", "endDate": "2019-12-27T18:11:19.117Z", "eventType": "EVENT", "isInstantaneous": true, "linkedUrl": "https://example.com", "startDate": "2019-12-27T18:11:19.117Z" } ], "level": 0 }, "dateRange": [ { "endTime": "2022-09-17T10:22:57.555Z", "startTime": "2022-09-16T10:22:57.555Z" } ], "lastUpdated": "2019-12-27T18:11:19.117Z", "normalization": "PERCENTAGE", "units": [ { "name": "*", "value": "requests" } ] }, "serie_0": { "timestamps": [ "2023-08-08T10:15:00Z" ] } }, "success": true } ``` ## Domain Types ### Timeseries Group User Agent Response - `TimeseriesGroupUserAgentResponse` - `meta: Meta` Metadata for the results. - `aggInterval: "FIFTEEN_MINUTES" | "ONE_HOUR" | "ONE_DAY" | 2 more` Aggregation interval of the results (e.g., in 15 minutes or 1 hour intervals). Refer to [Aggregation intervals](https://developers.cloudflare.com/radar/concepts/aggregation-intervals/). - `"FIFTEEN_MINUTES"` - `"ONE_HOUR"` - `"ONE_DAY"` - `"ONE_WEEK"` - `"ONE_MONTH"` - `confidenceInfo: ConfidenceInfo` - `annotations: Array` - `dataSource: "ALL" | "AI_BOTS" | "AI_GATEWAY" | 22 more` Data source for annotations. - `"ALL"` - `"AI_BOTS"` - `"AI_GATEWAY"` - `"BGP"` - `"BOTS"` - `"CONNECTION_ANOMALY"` - `"CT"` - `"DNS"` - `"DNS_MAGNITUDE"` - `"DNS_AS112"` - `"DOS"` - `"EMAIL_ROUTING"` - `"EMAIL_SECURITY"` - `"FW"` - `"FW_PG"` - `"HTTP"` - `"HTTP_CONTROL"` - `"HTTP_CRAWLER_REFERER"` - `"HTTP_ORIGINS"` - `"IQI"` - `"LEAKED_CREDENTIALS"` - `"NET"` - `"ROBOTS_TXT"` - `"SPEED"` - `"WORKERS_AI"` - `description: string` - `endDate: string` - `eventType: "EVENT" | "GENERAL" | "OUTAGE" | 3 more` Event type for annotations. - `"EVENT"` - `"GENERAL"` - `"OUTAGE"` - `"PARTIAL_PROJECTION"` - `"PIPELINE"` - `"TRAFFIC_ANOMALY"` - `isInstantaneous: boolean` Whether event is a single point in time or a time range. - `linkedUrl: string` - `startDate: string` - `level: number` Provides an indication of how much confidence Cloudflare has in the data. - `dateRange: Array` - `endTime: string` Adjusted end of date range. - `startTime: string` Adjusted start of date range. - `lastUpdated: string` Timestamp of the last dataset update. - `normalization: "PERCENTAGE" | "MIN0_MAX" | "MIN_MAX" | 5 more` Normalization method applied to the results. Refer to [Normalization methods](https://developers.cloudflare.com/radar/concepts/normalization/). - `"PERCENTAGE"` - `"MIN0_MAX"` - `"MIN_MAX"` - `"RAW_VALUES"` - `"PERCENTAGE_CHANGE"` - `"ROLLING_AVERAGE"` - `"OVERLAPPED_PERCENTAGE"` - `"RATIO"` - `units: Array` Measurement units for the results. - `name: string` - `value: string` - `serie_0: Serie0` - `timestamps: Array` ### Timeseries Group Summary Response - `TimeseriesGroupSummaryResponse` - `meta: Meta` Metadata for the results. - `confidenceInfo: ConfidenceInfo` - `annotations: Array` - `dataSource: "ALL" | "AI_BOTS" | "AI_GATEWAY" | 22 more` Data source for annotations. - `"ALL"` - `"AI_BOTS"` - `"AI_GATEWAY"` - `"BGP"` - `"BOTS"` - `"CONNECTION_ANOMALY"` - `"CT"` - `"DNS"` - `"DNS_MAGNITUDE"` - `"DNS_AS112"` - `"DOS"` - `"EMAIL_ROUTING"` - `"EMAIL_SECURITY"` - `"FW"` - `"FW_PG"` - `"HTTP"` - `"HTTP_CONTROL"` - `"HTTP_CRAWLER_REFERER"` - `"HTTP_ORIGINS"` - `"IQI"` - `"LEAKED_CREDENTIALS"` - `"NET"` - `"ROBOTS_TXT"` - `"SPEED"` - `"WORKERS_AI"` - `description: string` - `endDate: string` - `eventType: "EVENT" | "GENERAL" | "OUTAGE" | 3 more` Event type for annotations. - `"EVENT"` - `"GENERAL"` - `"OUTAGE"` - `"PARTIAL_PROJECTION"` - `"PIPELINE"` - `"TRAFFIC_ANOMALY"` - `isInstantaneous: boolean` Whether event is a single point in time or a time range. - `linkedUrl: string` - `startDate: string` - `level: number` Provides an indication of how much confidence Cloudflare has in the data. - `dateRange: Array` - `endTime: string` Adjusted end of date range. - `startTime: string` Adjusted start of date range. - `lastUpdated: string` Timestamp of the last dataset update. - `normalization: "PERCENTAGE" | "MIN0_MAX" | "MIN_MAX" | 5 more` Normalization method applied to the results. Refer to [Normalization methods](https://developers.cloudflare.com/radar/concepts/normalization/). - `"PERCENTAGE"` - `"MIN0_MAX"` - `"MIN_MAX"` - `"RAW_VALUES"` - `"PERCENTAGE_CHANGE"` - `"ROLLING_AVERAGE"` - `"OVERLAPPED_PERCENTAGE"` - `"RATIO"` - `units: Array` Measurement units for the results. - `name: string` - `value: string` - `summary_0: Record` ### Timeseries Group Timeseries Response - `TimeseriesGroupTimeseriesResponse` - `meta: Meta` Metadata for the results. - `aggInterval: "FIFTEEN_MINUTES" | "ONE_HOUR" | "ONE_DAY" | 2 more` Aggregation interval of the results (e.g., in 15 minutes or 1 hour intervals). Refer to [Aggregation intervals](https://developers.cloudflare.com/radar/concepts/aggregation-intervals/). - `"FIFTEEN_MINUTES"` - `"ONE_HOUR"` - `"ONE_DAY"` - `"ONE_WEEK"` - `"ONE_MONTH"` - `confidenceInfo: ConfidenceInfo` - `annotations: Array` - `dataSource: "ALL" | "AI_BOTS" | "AI_GATEWAY" | 22 more` Data source for annotations. - `"ALL"` - `"AI_BOTS"` - `"AI_GATEWAY"` - `"BGP"` - `"BOTS"` - `"CONNECTION_ANOMALY"` - `"CT"` - `"DNS"` - `"DNS_MAGNITUDE"` - `"DNS_AS112"` - `"DOS"` - `"EMAIL_ROUTING"` - `"EMAIL_SECURITY"` - `"FW"` - `"FW_PG"` - `"HTTP"` - `"HTTP_CONTROL"` - `"HTTP_CRAWLER_REFERER"` - `"HTTP_ORIGINS"` - `"IQI"` - `"LEAKED_CREDENTIALS"` - `"NET"` - `"ROBOTS_TXT"` - `"SPEED"` - `"WORKERS_AI"` - `description: string` - `endDate: string` - `eventType: "EVENT" | "GENERAL" | "OUTAGE" | 3 more` Event type for annotations. - `"EVENT"` - `"GENERAL"` - `"OUTAGE"` - `"PARTIAL_PROJECTION"` - `"PIPELINE"` - `"TRAFFIC_ANOMALY"` - `isInstantaneous: boolean` Whether event is a single point in time or a time range. - `linkedUrl: string` - `startDate: string` - `level: number` Provides an indication of how much confidence Cloudflare has in the data. - `dateRange: Array` - `endTime: string` Adjusted end of date range. - `startTime: string` Adjusted start of date range. - `lastUpdated: string` Timestamp of the last dataset update. - `normalization: "PERCENTAGE" | "MIN0_MAX" | "MIN_MAX" | 5 more` Normalization method applied to the results. Refer to [Normalization methods](https://developers.cloudflare.com/radar/concepts/normalization/). - `"PERCENTAGE"` - `"MIN0_MAX"` - `"MIN_MAX"` - `"RAW_VALUES"` - `"PERCENTAGE_CHANGE"` - `"ROLLING_AVERAGE"` - `"OVERLAPPED_PERCENTAGE"` - `"RATIO"` - `units: Array` Measurement units for the results. - `name: string` - `value: string` ### Timeseries Group Timeseries Groups Response - `TimeseriesGroupTimeseriesGroupsResponse` - `meta: Meta` Metadata for the results. - `aggInterval: "FIFTEEN_MINUTES" | "ONE_HOUR" | "ONE_DAY" | 2 more` Aggregation interval of the results (e.g., in 15 minutes or 1 hour intervals). Refer to [Aggregation intervals](https://developers.cloudflare.com/radar/concepts/aggregation-intervals/). - `"FIFTEEN_MINUTES"` - `"ONE_HOUR"` - `"ONE_DAY"` - `"ONE_WEEK"` - `"ONE_MONTH"` - `confidenceInfo: ConfidenceInfo` - `annotations: Array` - `dataSource: "ALL" | "AI_BOTS" | "AI_GATEWAY" | 22 more` Data source for annotations. - `"ALL"` - `"AI_BOTS"` - `"AI_GATEWAY"` - `"BGP"` - `"BOTS"` - `"CONNECTION_ANOMALY"` - `"CT"` - `"DNS"` - `"DNS_MAGNITUDE"` - `"DNS_AS112"` - `"DOS"` - `"EMAIL_ROUTING"` - `"EMAIL_SECURITY"` - `"FW"` - `"FW_PG"` - `"HTTP"` - `"HTTP_CONTROL"` - `"HTTP_CRAWLER_REFERER"` - `"HTTP_ORIGINS"` - `"IQI"` - `"LEAKED_CREDENTIALS"` - `"NET"` - `"ROBOTS_TXT"` - `"SPEED"` - `"WORKERS_AI"` - `description: string` - `endDate: string` - `eventType: "EVENT" | "GENERAL" | "OUTAGE" | 3 more` Event type for annotations. - `"EVENT"` - `"GENERAL"` - `"OUTAGE"` - `"PARTIAL_PROJECTION"` - `"PIPELINE"` - `"TRAFFIC_ANOMALY"` - `isInstantaneous: boolean` Whether event is a single point in time or a time range. - `linkedUrl: string` - `startDate: string` - `level: number` Provides an indication of how much confidence Cloudflare has in the data. - `dateRange: Array` - `endTime: string` Adjusted end of date range. - `startTime: string` Adjusted start of date range. - `lastUpdated: string` Timestamp of the last dataset update. - `normalization: "PERCENTAGE" | "MIN0_MAX" | "MIN_MAX" | 5 more` Normalization method applied to the results. Refer to [Normalization methods](https://developers.cloudflare.com/radar/concepts/normalization/). - `"PERCENTAGE"` - `"MIN0_MAX"` - `"MIN_MAX"` - `"RAW_VALUES"` - `"PERCENTAGE_CHANGE"` - `"ROLLING_AVERAGE"` - `"OVERLAPPED_PERCENTAGE"` - `"RATIO"` - `units: Array` Measurement units for the results. - `name: string` - `value: string` - `serie_0: Serie0` - `timestamps: Array`