--- title: Attacks --- [Skip to content](#_top) [API Reference](https://developers.cloudflare.com/api/python) [Radar](https://developers.cloudflare.com/api/python/resources/radar) Copy Markdown Open in **Claude**Open in **ChatGPT**Open in **Cursor** --- **Copy Markdown****View as Markdown** # Attacks #### AttacksLayer3 ##### [Get layer 3 attacks summary by dimension](https://developers.cloudflare.com/api/python/resources/radar/subresources/attacks/subresources/layer3/methods/summary_v2) radar.attacks.layer3.summary\_v2(Literal\["PROTOCOL", "IP\_VERSION", "VECTOR", 4 more]dimension, Layer3SummaryV2Params\*\*kwargs) -> [Layer3SummaryV2Response]() GET/radar/attacks/layer3/summary/{dimension} ##### [Get layer 3 attacks by bytes time series](https://developers.cloudflare.com/api/python/resources/radar/subresources/attacks/subresources/layer3/methods/timeseries) radar.attacks.layer3.timeseries(Layer3TimeseriesParams\*\*kwargs) -> [Layer3TimeseriesResponse]() GET/radar/attacks/layer3/timeseries ##### [Get layer 3 attacks time series grouped by dimension](https://developers.cloudflare.com/api/python/resources/radar/subresources/attacks/subresources/layer3/methods/timeseries_groups_v2) radar.attacks.layer3.timeseries\_groups\_v2(Literal\["PROTOCOL", "IP\_VERSION", "VECTOR", 4 more]dimension, Layer3TimeseriesGroupsV2Params\*\*kwargs) -> [Layer3TimeseriesGroupsV2Response]() GET/radar/attacks/layer3/timeseries\_groups/{dimension} ##### ModelsExpand Collapse
class Layer3SummaryV2Response: …
meta: Meta Metadata for the results.
confidence\_info: MetaConfidenceInfo
annotations: List\[MetaConfidenceInfoAnnotation]
data\_source: Literal\["ALL", "AI\_BOTS", "AI\_GATEWAY", 22 more] Data source for annotations. One of the following: "ALL" Link to this property "AI\_BOTS" Link to this property "AI\_GATEWAY" Link to this property "BGP" Link to this property "BOTS" Link to this property "CONNECTION\_ANOMALY" Link to this property "CT" Link to this property "DNS" Link to this property "DNS\_MAGNITUDE" Link to this property "DNS\_AS112" Link to this property "DOS" Link to this property "EMAIL\_ROUTING" Link to this property "EMAIL\_SECURITY" Link to this property "FW" Link to this property "FW\_PG" Link to this property "HTTP" Link to this property "HTTP\_CONTROL" Link to this property "HTTP\_CRAWLER\_REFERER" Link to this property "HTTP\_ORIGINS" Link to this property "IQI" Link to this property "LEAKED\_CREDENTIALS" Link to this property "NET" Link to this property "ROBOTS\_TXT" Link to this property "SPEED" Link to this property "WORKERS\_AI" Link to this property
Link to this property description: str Link to this property end\_date: datetime formatdate-time Link to this property
event\_type: Literal\["GENERAL", "OUTAGE", "PARTIAL\_PROJECTION", 2 more] Event type for annotations. One of the following: "GENERAL" Link to this property "OUTAGE" Link to this property "PARTIAL\_PROJECTION" Link to this property "PIPELINE" Link to this property "TRAFFIC\_ANOMALY" Link to this property
Link to this property is\_instantaneous: bool Whether event is a single point in time or a time range. Link to this property linked\_url: str formaturi Link to this property start\_date: datetime formatdate-time Link to this property tags: Optional\[List\[str]] Link to this property
Link to this property level: int Provides an indication of how much confidence Cloudflare has in the data. Link to this property
Link to this property
date\_range: List\[MetaDateRange] end\_time: datetime Adjusted end of date range. formatdate-time Link to this property start\_time: datetime Adjusted start of date range. formatdate-time Link to this property
Link to this property last\_updated: datetime Timestamp of the last dataset update. formatdate-time Link to this property
normalization: Literal\["PERCENTAGE", "MIN0\_MAX", "MIN\_MAX", 5 more] Normalization method applied to the results. Refer to Normalization methods. One of the following: "PERCENTAGE" Link to this property "MIN0\_MAX" Link to this property "MIN\_MAX" Link to this property "RAW\_VALUES" Link to this property "PERCENTAGE\_CHANGE" Link to this property "ROLLING\_AVERAGE" Link to this property "OVERLAPPED\_PERCENTAGE" Link to this property "RATIO" Link to this property
Link to this property
units: List\[MetaUnit] Measurement units for the results. name: str Link to this property value: str Link to this property
Link to this property
Link to this property summary\_0: Dict\[str, str] Link to this property
[Link to this property](<#(resource)%20radar.attacks.layer3%20%3E%20(model)%20layer3_summary_v2_response%20%3E%20(schema)>)
class Layer3TimeseriesResponse: …
meta: Meta Metadata for the results.
agg\_interval: Literal\["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. One of the following: "FIFTEEN\_MINUTES" Link to this property "ONE\_HOUR" Link to this property "ONE\_DAY" Link to this property "ONE\_WEEK" Link to this property "ONE\_MONTH" Link to this property
Link to this property
confidence\_info: MetaConfidenceInfo
annotations: List\[MetaConfidenceInfoAnnotation]
data\_source: Literal\["ALL", "AI\_BOTS", "AI\_GATEWAY", 22 more] Data source for annotations. One of the following: "ALL" Link to this property "AI\_BOTS" Link to this property "AI\_GATEWAY" Link to this property "BGP" Link to this property "BOTS" Link to this property "CONNECTION\_ANOMALY" Link to this property "CT" Link to this property "DNS" Link to this property "DNS\_MAGNITUDE" Link to this property "DNS\_AS112" Link to this property "DOS" Link to this property "EMAIL\_ROUTING" Link to this property "EMAIL\_SECURITY" Link to this property "FW" Link to this property "FW\_PG" Link to this property "HTTP" Link to this property "HTTP\_CONTROL" Link to this property "HTTP\_CRAWLER\_REFERER" Link to this property "HTTP\_ORIGINS" Link to this property "IQI" Link to this property "LEAKED\_CREDENTIALS" Link to this property "NET" Link to this property "ROBOTS\_TXT" Link to this property "SPEED" Link to this property "WORKERS\_AI" Link to this property
Link to this property description: str Link to this property end\_date: datetime formatdate-time Link to this property
event\_type: Literal\["GENERAL", "OUTAGE", "PARTIAL\_PROJECTION", 2 more] Event type for annotations. One of the following: "GENERAL" Link to this property "OUTAGE" Link to this property "PARTIAL\_PROJECTION" Link to this property "PIPELINE" Link to this property "TRAFFIC\_ANOMALY" Link to this property
Link to this property is\_instantaneous: bool Whether event is a single point in time or a time range. Link to this property linked\_url: str formaturi Link to this property start\_date: datetime formatdate-time Link to this property tags: Optional\[List\[str]] Link to this property
Link to this property level: int Provides an indication of how much confidence Cloudflare has in the data. Link to this property
Link to this property
date\_range: List\[MetaDateRange] end\_time: datetime Adjusted end of date range. formatdate-time Link to this property start\_time: datetime Adjusted start of date range. formatdate-time Link to this property
Link to this property last\_updated: datetime Timestamp of the last dataset update. formatdate-time Link to this property
normalization: Literal\["PERCENTAGE", "MIN0\_MAX", "MIN\_MAX", 5 more] Normalization method applied to the results. Refer to Normalization methods. One of the following: "PERCENTAGE" Link to this property "MIN0\_MAX" Link to this property "MIN\_MAX" Link to this property "RAW\_VALUES" Link to this property "PERCENTAGE\_CHANGE" Link to this property "ROLLING\_AVERAGE" Link to this property "OVERLAPPED\_PERCENTAGE" Link to this property "RATIO" Link to this property
Link to this property
units: List\[MetaUnit] Measurement units for the results. name: str Link to this property value: str Link to this property
Link to this property
Link to this property
[Link to this property](<#(resource)%20radar.attacks.layer3%20%3E%20(model)%20layer3_timeseries_response%20%3E%20(schema)>)
class Layer3TimeseriesGroupsV2Response: …
meta: Meta Metadata for the results.
agg\_interval: Literal\["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. One of the following: "FIFTEEN\_MINUTES" Link to this property "ONE\_HOUR" Link to this property "ONE\_DAY" Link to this property "ONE\_WEEK" Link to this property "ONE\_MONTH" Link to this property
Link to this property
confidence\_info: MetaConfidenceInfo
annotations: List\[MetaConfidenceInfoAnnotation]
data\_source: Literal\["ALL", "AI\_BOTS", "AI\_GATEWAY", 22 more] Data source for annotations. One of the following: "ALL" Link to this property "AI\_BOTS" Link to this property "AI\_GATEWAY" Link to this property "BGP" Link to this property "BOTS" Link to this property "CONNECTION\_ANOMALY" Link to this property "CT" Link to this property "DNS" Link to this property "DNS\_MAGNITUDE" Link to this property "DNS\_AS112" Link to this property "DOS" Link to this property "EMAIL\_ROUTING" Link to this property "EMAIL\_SECURITY" Link to this property "FW" Link to this property "FW\_PG" Link to this property "HTTP" Link to this property "HTTP\_CONTROL" Link to this property "HTTP\_CRAWLER\_REFERER" Link to this property "HTTP\_ORIGINS" Link to this property "IQI" Link to this property "LEAKED\_CREDENTIALS" Link to this property "NET" Link to this property "ROBOTS\_TXT" Link to this property "SPEED" Link to this property "WORKERS\_AI" Link to this property
Link to this property description: str Link to this property end\_date: datetime formatdate-time Link to this property
event\_type: Literal\["GENERAL", "OUTAGE", "PARTIAL\_PROJECTION", 2 more] Event type for annotations. One of the following: "GENERAL" Link to this property "OUTAGE" Link to this property "PARTIAL\_PROJECTION" Link to this property "PIPELINE" Link to this property "TRAFFIC\_ANOMALY" Link to this property
Link to this property is\_instantaneous: bool Whether event is a single point in time or a time range. Link to this property linked\_url: str formaturi Link to this property start\_date: datetime formatdate-time Link to this property tags: Optional\[List\[str]] Link to this property
Link to this property level: int Provides an indication of how much confidence Cloudflare has in the data. Link to this property
Link to this property
date\_range: List\[MetaDateRange] end\_time: datetime Adjusted end of date range. formatdate-time Link to this property start\_time: datetime Adjusted start of date range. formatdate-time Link to this property
Link to this property last\_updated: datetime Timestamp of the last dataset update. formatdate-time Link to this property
normalization: Literal\["PERCENTAGE", "MIN0\_MAX", "MIN\_MAX", 5 more] Normalization method applied to the results. Refer to Normalization methods. One of the following: "PERCENTAGE" Link to this property "MIN0\_MAX" Link to this property "MIN\_MAX" Link to this property "RAW\_VALUES" Link to this property "PERCENTAGE\_CHANGE" Link to this property "ROLLING\_AVERAGE" Link to this property "OVERLAPPED\_PERCENTAGE" Link to this property "RATIO" Link to this property
Link to this property
units: List\[MetaUnit] Measurement units for the results. name: str Link to this property value: str Link to this property
Link to this property
Link to this property
serie\_0: Serie0 timestamps: List\[datetime] Link to this property
Link to this property
[Link to this property](<#(resource)%20radar.attacks.layer3%20%3E%20(model)%20layer3_timeseries_groups_v2_response%20%3E%20(schema)>) #### AttacksLayer3Summary ##### [Get layer 3 attacks by bitrate summary](https://developers.cloudflare.com/api/python/resources/radar/subresources/attacks/subresources/layer3/subresources/summary/methods/bitrate) Deprecated radar.attacks.layer3.summary.bitrate(SummaryBitrateParams\*\*kwargs) -> [SummaryBitrateResponse]() GET/radar/attacks/layer3/summary/bitrate ##### [Get layer 3 attacks by duration summary](https://developers.cloudflare.com/api/python/resources/radar/subresources/attacks/subresources/layer3/subresources/summary/methods/duration) Deprecated radar.attacks.layer3.summary.duration(SummaryDurationParams\*\*kwargs) -> [SummaryDurationResponse]() GET/radar/attacks/layer3/summary/duration ##### [Get layer 3 attacks by IP version summary](https://developers.cloudflare.com/api/python/resources/radar/subresources/attacks/subresources/layer3/subresources/summary/methods/ip_version) Deprecated radar.attacks.layer3.summary.ip\_version(SummaryIPVersionParams\*\*kwargs) -> [SummaryIPVersionResponse]() GET/radar/attacks/layer3/summary/ip\_version ##### [Get layer 3 attacks by protocol summary](https://developers.cloudflare.com/api/python/resources/radar/subresources/attacks/subresources/layer3/subresources/summary/methods/protocol) Deprecated radar.attacks.layer3.summary.protocol(SummaryProtocolParams\*\*kwargs) -> [SummaryProtocolResponse]() GET/radar/attacks/layer3/summary/protocol ##### [Get layer 3 attacks by vector summary](https://developers.cloudflare.com/api/python/resources/radar/subresources/attacks/subresources/layer3/subresources/summary/methods/vector) Deprecated radar.attacks.layer3.summary.vector(SummaryVectorParams\*\*kwargs) -> [SummaryVectorResponse]() GET/radar/attacks/layer3/summary/vector ##### [Get layer 3 attacks by targeted industry summary](https://developers.cloudflare.com/api/python/resources/radar/subresources/attacks/subresources/layer3/subresources/summary/methods/industry) Deprecated radar.attacks.layer3.summary.industry(SummaryIndustryParams\*\*kwargs) -> [SummaryIndustryResponse]() GET/radar/attacks/layer3/summary/industry ##### [Get layer 3 attacks by targeted vertical summary](https://developers.cloudflare.com/api/python/resources/radar/subresources/attacks/subresources/layer3/subresources/summary/methods/vertical) Deprecated radar.attacks.layer3.summary.vertical(SummaryVerticalParams\*\*kwargs) -> [SummaryVerticalResponse]() GET/radar/attacks/layer3/summary/vertical ##### ModelsExpand Collapse
class SummaryBitrateResponse: …
meta: Meta Metadata for the results.
confidence\_info: MetaConfidenceInfo
annotations: List\[MetaConfidenceInfoAnnotation]
data\_source: Literal\["ALL", "AI\_BOTS", "AI\_GATEWAY", 22 more] Data source for annotations. One of the following: "ALL" Link to this property "AI\_BOTS" Link to this property "AI\_GATEWAY" Link to this property "BGP" Link to this property "BOTS" Link to this property "CONNECTION\_ANOMALY" Link to this property "CT" Link to this property "DNS" Link to this property "DNS\_MAGNITUDE" Link to this property "DNS\_AS112" Link to this property "DOS" Link to this property "EMAIL\_ROUTING" Link to this property "EMAIL\_SECURITY" Link to this property "FW" Link to this property "FW\_PG" Link to this property "HTTP" Link to this property "HTTP\_CONTROL" Link to this property "HTTP\_CRAWLER\_REFERER" Link to this property "HTTP\_ORIGINS" Link to this property "IQI" Link to this property "LEAKED\_CREDENTIALS" Link to this property "NET" Link to this property "ROBOTS\_TXT" Link to this property "SPEED" Link to this property "WORKERS\_AI" Link to this property
Link to this property description: str Link to this property end\_date: datetime formatdate-time Link to this property
event\_type: Literal\["GENERAL", "OUTAGE", "PARTIAL\_PROJECTION", 2 more] Event type for annotations. One of the following: "GENERAL" Link to this property "OUTAGE" Link to this property "PARTIAL\_PROJECTION" Link to this property "PIPELINE" Link to this property "TRAFFIC\_ANOMALY" Link to this property
Link to this property is\_instantaneous: bool Whether event is a single point in time or a time range. Link to this property linked\_url: str formaturi Link to this property start\_date: datetime formatdate-time Link to this property tags: Optional\[List\[str]] Link to this property
Link to this property level: int Provides an indication of how much confidence Cloudflare has in the data. Link to this property
Link to this property
date\_range: List\[MetaDateRange] end\_time: datetime Adjusted end of date range. formatdate-time Link to this property start\_time: datetime Adjusted start of date range. formatdate-time Link to this property
Link to this property last\_updated: datetime Timestamp of the last dataset update. formatdate-time Link to this property
normalization: Literal\["PERCENTAGE", "MIN0\_MAX", "MIN\_MAX", 5 more] Normalization method applied to the results. Refer to Normalization methods. One of the following: "PERCENTAGE" Link to this property "MIN0\_MAX" Link to this property "MIN\_MAX" Link to this property "RAW\_VALUES" Link to this property "PERCENTAGE\_CHANGE" Link to this property "ROLLING\_AVERAGE" Link to this property "OVERLAPPED\_PERCENTAGE" Link to this property "RATIO" Link to this property
Link to this property
units: List\[MetaUnit] Measurement units for the results. name: str Link to this property value: str Link to this property
Link to this property
Link to this property
summary\_0: Summary0 \_1\_gbps\_to\_10\_gbps: str A numeric string. Link to this property \_10\_gbps\_to\_100\_gbps: str A numeric string. Link to this property \_500\_mbps\_to\_1\_gbps: str A numeric string. Link to this property over\_100\_gbps: str A numeric string. Link to this property under\_500\_mbps: str A numeric string. Link to this property
Link to this property
[Link to this property](<#(resource)%20radar.attacks.layer3.summary%20%3E%20(model)%20summary_bitrate_response%20%3E%20(schema)>)
class SummaryDurationResponse: …
meta: Meta Metadata for the results.
confidence\_info: MetaConfidenceInfo
annotations: List\[MetaConfidenceInfoAnnotation]
data\_source: Literal\["ALL", "AI\_BOTS", "AI\_GATEWAY", 22 more] Data source for annotations. One of the following: "ALL" Link to this property "AI\_BOTS" Link to this property "AI\_GATEWAY" Link to this property "BGP" Link to this property "BOTS" Link to this property "CONNECTION\_ANOMALY" Link to this property "CT" Link to this property "DNS" Link to this property "DNS\_MAGNITUDE" Link to this property "DNS\_AS112" Link to this property "DOS" Link to this property "EMAIL\_ROUTING" Link to this property "EMAIL\_SECURITY" Link to this property "FW" Link to this property "FW\_PG" Link to this property "HTTP" Link to this property "HTTP\_CONTROL" Link to this property "HTTP\_CRAWLER\_REFERER" Link to this property "HTTP\_ORIGINS" Link to this property "IQI" Link to this property "LEAKED\_CREDENTIALS" Link to this property "NET" Link to this property "ROBOTS\_TXT" Link to this property "SPEED" Link to this property "WORKERS\_AI" Link to this property
Link to this property description: str Link to this property end\_date: datetime formatdate-time Link to this property
event\_type: Literal\["GENERAL", "OUTAGE", "PARTIAL\_PROJECTION", 2 more] Event type for annotations. One of the following: "GENERAL" Link to this property "OUTAGE" Link to this property "PARTIAL\_PROJECTION" Link to this property "PIPELINE" Link to this property "TRAFFIC\_ANOMALY" Link to this property
Link to this property is\_instantaneous: bool Whether event is a single point in time or a time range. Link to this property linked\_url: str formaturi Link to this property start\_date: datetime formatdate-time Link to this property tags: Optional\[List\[str]] Link to this property
Link to this property level: int Provides an indication of how much confidence Cloudflare has in the data. Link to this property
Link to this property
date\_range: List\[MetaDateRange] end\_time: datetime Adjusted end of date range. formatdate-time Link to this property start\_time: datetime Adjusted start of date range. formatdate-time Link to this property
Link to this property last\_updated: datetime Timestamp of the last dataset update. formatdate-time Link to this property
normalization: Literal\["PERCENTAGE", "MIN0\_MAX", "MIN\_MAX", 5 more] Normalization method applied to the results. Refer to Normalization methods. One of the following: "PERCENTAGE" Link to this property "MIN0\_MAX" Link to this property "MIN\_MAX" Link to this property "RAW\_VALUES" Link to this property "PERCENTAGE\_CHANGE" Link to this property "ROLLING\_AVERAGE" Link to this property "OVERLAPPED\_PERCENTAGE" Link to this property "RATIO" Link to this property
Link to this property
units: List\[MetaUnit] Measurement units for the results. name: str Link to this property value: str Link to this property
Link to this property
Link to this property
summary\_0: Summary0 \_1\_hour\_to\_3\_hours: str A numeric string. Link to this property \_10\_mins\_to\_20\_mins: str A numeric string. Link to this property \_20\_mins\_to\_40\_mins: str A numeric string. Link to this property \_40\_mins\_to\_1\_hour: str A numeric string. Link to this property over\_3\_hours: str A numeric string. Link to this property under\_10\_mins: str A numeric string. Link to this property
Link to this property
[Link to this property](<#(resource)%20radar.attacks.layer3.summary%20%3E%20(model)%20summary_duration_response%20%3E%20(schema)>)
class SummaryIPVersionResponse: …
meta: Meta Metadata for the results.
confidence\_info: MetaConfidenceInfo
annotations: List\[MetaConfidenceInfoAnnotation]
data\_source: Literal\["ALL", "AI\_BOTS", "AI\_GATEWAY", 22 more] Data source for annotations. One of the following: "ALL" Link to this property "AI\_BOTS" Link to this property "AI\_GATEWAY" Link to this property "BGP" Link to this property "BOTS" Link to this property "CONNECTION\_ANOMALY" Link to this property "CT" Link to this property "DNS" Link to this property "DNS\_MAGNITUDE" Link to this property "DNS\_AS112" Link to this property "DOS" Link to this property "EMAIL\_ROUTING" Link to this property "EMAIL\_SECURITY" Link to this property "FW" Link to this property "FW\_PG" Link to this property "HTTP" Link to this property "HTTP\_CONTROL" Link to this property "HTTP\_CRAWLER\_REFERER" Link to this property "HTTP\_ORIGINS" Link to this property "IQI" Link to this property "LEAKED\_CREDENTIALS" Link to this property "NET" Link to this property "ROBOTS\_TXT" Link to this property "SPEED" Link to this property "WORKERS\_AI" Link to this property
Link to this property description: str Link to this property end\_date: datetime formatdate-time Link to this property
event\_type: Literal\["GENERAL", "OUTAGE", "PARTIAL\_PROJECTION", 2 more] Event type for annotations. One of the following: "GENERAL" Link to this property "OUTAGE" Link to this property "PARTIAL\_PROJECTION" Link to this property "PIPELINE" Link to this property "TRAFFIC\_ANOMALY" Link to this property
Link to this property is\_instantaneous: bool Whether event is a single point in time or a time range. Link to this property linked\_url: str formaturi Link to this property start\_date: datetime formatdate-time Link to this property tags: Optional\[List\[str]] Link to this property
Link to this property level: int Provides an indication of how much confidence Cloudflare has in the data. Link to this property
Link to this property
date\_range: List\[MetaDateRange] end\_time: datetime Adjusted end of date range. formatdate-time Link to this property start\_time: datetime Adjusted start of date range. formatdate-time Link to this property
Link to this property last\_updated: datetime Timestamp of the last dataset update. formatdate-time Link to this property
normalization: Literal\["PERCENTAGE", "MIN0\_MAX", "MIN\_MAX", 5 more] Normalization method applied to the results. Refer to Normalization methods. One of the following: "PERCENTAGE" Link to this property "MIN0\_MAX" Link to this property "MIN\_MAX" Link to this property "RAW\_VALUES" Link to this property "PERCENTAGE\_CHANGE" Link to this property "ROLLING\_AVERAGE" Link to this property "OVERLAPPED\_PERCENTAGE" Link to this property "RATIO" Link to this property
Link to this property
units: List\[MetaUnit] Measurement units for the results. name: str Link to this property value: str Link to this property
Link to this property
Link to this property
summary\_0: Summary0 i\_pv4: str A numeric string. Link to this property i\_pv6: str A numeric string. Link to this property
Link to this property
[Link to this property](<#(resource)%20radar.attacks.layer3.summary%20%3E%20(model)%20summary_ip_version_response%20%3E%20(schema)>)
class SummaryProtocolResponse: …
meta: Meta Metadata for the results.
confidence\_info: MetaConfidenceInfo
annotations: List\[MetaConfidenceInfoAnnotation]
data\_source: Literal\["ALL", "AI\_BOTS", "AI\_GATEWAY", 22 more] Data source for annotations. One of the following: "ALL" Link to this property "AI\_BOTS" Link to this property "AI\_GATEWAY" Link to this property "BGP" Link to this property "BOTS" Link to this property "CONNECTION\_ANOMALY" Link to this property "CT" Link to this property "DNS" Link to this property "DNS\_MAGNITUDE" Link to this property "DNS\_AS112" Link to this property "DOS" Link to this property "EMAIL\_ROUTING" Link to this property "EMAIL\_SECURITY" Link to this property "FW" Link to this property "FW\_PG" Link to this property "HTTP" Link to this property "HTTP\_CONTROL" Link to this property "HTTP\_CRAWLER\_REFERER" Link to this property "HTTP\_ORIGINS" Link to this property "IQI" Link to this property "LEAKED\_CREDENTIALS" Link to this property "NET" Link to this property "ROBOTS\_TXT" Link to this property "SPEED" Link to this property "WORKERS\_AI" Link to this property
Link to this property description: str Link to this property end\_date: datetime formatdate-time Link to this property
event\_type: Literal\["GENERAL", "OUTAGE", "PARTIAL\_PROJECTION", 2 more] Event type for annotations. One of the following: "GENERAL" Link to this property "OUTAGE" Link to this property "PARTIAL\_PROJECTION" Link to this property "PIPELINE" Link to this property "TRAFFIC\_ANOMALY" Link to this property
Link to this property is\_instantaneous: bool Whether event is a single point in time or a time range. Link to this property linked\_url: str formaturi Link to this property start\_date: datetime formatdate-time Link to this property tags: Optional\[List\[str]] Link to this property
Link to this property level: int Provides an indication of how much confidence Cloudflare has in the data. Link to this property
Link to this property
date\_range: List\[MetaDateRange] end\_time: datetime Adjusted end of date range. formatdate-time Link to this property start\_time: datetime Adjusted start of date range. formatdate-time Link to this property
Link to this property last\_updated: datetime Timestamp of the last dataset update. formatdate-time Link to this property
normalization: Literal\["PERCENTAGE", "MIN0\_MAX", "MIN\_MAX", 5 more] Normalization method applied to the results. Refer to Normalization methods. One of the following: "PERCENTAGE" Link to this property "MIN0\_MAX" Link to this property "MIN\_MAX" Link to this property "RAW\_VALUES" Link to this property "PERCENTAGE\_CHANGE" Link to this property "ROLLING\_AVERAGE" Link to this property "OVERLAPPED\_PERCENTAGE" Link to this property "RATIO" Link to this property
Link to this property
units: List\[MetaUnit] Measurement units for the results. name: str Link to this property value: str Link to this property
Link to this property
Link to this property
summary\_0: Summary0 gre: str A numeric string. Link to this property icmp: str A numeric string. Link to this property tcp: str A numeric string. Link to this property udp: str A numeric string. Link to this property
Link to this property
[Link to this property](<#(resource)%20radar.attacks.layer3.summary%20%3E%20(model)%20summary_protocol_response%20%3E%20(schema)>)
class SummaryVectorResponse: …
meta: Meta Metadata for the results.
confidence\_info: MetaConfidenceInfo
annotations: List\[MetaConfidenceInfoAnnotation]
data\_source: Literal\["ALL", "AI\_BOTS", "AI\_GATEWAY", 22 more] Data source for annotations. One of the following: "ALL" Link to this property "AI\_BOTS" Link to this property "AI\_GATEWAY" Link to this property "BGP" Link to this property "BOTS" Link to this property "CONNECTION\_ANOMALY" Link to this property "CT" Link to this property "DNS" Link to this property "DNS\_MAGNITUDE" Link to this property "DNS\_AS112" Link to this property "DOS" Link to this property "EMAIL\_ROUTING" Link to this property "EMAIL\_SECURITY" Link to this property "FW" Link to this property "FW\_PG" Link to this property "HTTP" Link to this property "HTTP\_CONTROL" Link to this property "HTTP\_CRAWLER\_REFERER" Link to this property "HTTP\_ORIGINS" Link to this property "IQI" Link to this property "LEAKED\_CREDENTIALS" Link to this property "NET" Link to this property "ROBOTS\_TXT" Link to this property "SPEED" Link to this property "WORKERS\_AI" Link to this property
Link to this property description: str Link to this property end\_date: datetime formatdate-time Link to this property
event\_type: Literal\["GENERAL", "OUTAGE", "PARTIAL\_PROJECTION", 2 more] Event type for annotations. One of the following: "GENERAL" Link to this property "OUTAGE" Link to this property "PARTIAL\_PROJECTION" Link to this property "PIPELINE" Link to this property "TRAFFIC\_ANOMALY" Link to this property
Link to this property is\_instantaneous: bool Whether event is a single point in time or a time range. Link to this property linked\_url: str formaturi Link to this property start\_date: datetime formatdate-time Link to this property tags: Optional\[List\[str]] Link to this property
Link to this property level: int Provides an indication of how much confidence Cloudflare has in the data. Link to this property
Link to this property
date\_range: List\[MetaDateRange] end\_time: datetime Adjusted end of date range. formatdate-time Link to this property start\_time: datetime Adjusted start of date range. formatdate-time Link to this property
Link to this property last\_updated: datetime Timestamp of the last dataset update. formatdate-time Link to this property
normalization: Literal\["PERCENTAGE", "MIN0\_MAX", "MIN\_MAX", 5 more] Normalization method applied to the results. Refer to Normalization methods. One of the following: "PERCENTAGE" Link to this property "MIN0\_MAX" Link to this property "MIN\_MAX" Link to this property "RAW\_VALUES" Link to this property "PERCENTAGE\_CHANGE" Link to this property "ROLLING\_AVERAGE" Link to this property "OVERLAPPED\_PERCENTAGE" Link to this property "RATIO" Link to this property
Link to this property
units: List\[MetaUnit] Measurement units for the results. name: str Link to this property value: str Link to this property
Link to this property
Link to this property summary\_0: Dict\[str, str] Link to this property
[Link to this property](<#(resource)%20radar.attacks.layer3.summary%20%3E%20(model)%20summary_vector_response%20%3E%20(schema)>)
class SummaryIndustryResponse: …
meta: Meta Metadata for the results.
confidence\_info: MetaConfidenceInfo
annotations: List\[MetaConfidenceInfoAnnotation]
data\_source: Literal\["ALL", "AI\_BOTS", "AI\_GATEWAY", 22 more] Data source for annotations. One of the following: "ALL" Link to this property "AI\_BOTS" Link to this property "AI\_GATEWAY" Link to this property "BGP" Link to this property "BOTS" Link to this property "CONNECTION\_ANOMALY" Link to this property "CT" Link to this property "DNS" Link to this property "DNS\_MAGNITUDE" Link to this property "DNS\_AS112" Link to this property "DOS" Link to this property "EMAIL\_ROUTING" Link to this property "EMAIL\_SECURITY" Link to this property "FW" Link to this property "FW\_PG" Link to this property "HTTP" Link to this property "HTTP\_CONTROL" Link to this property "HTTP\_CRAWLER\_REFERER" Link to this property "HTTP\_ORIGINS" Link to this property "IQI" Link to this property "LEAKED\_CREDENTIALS" Link to this property "NET" Link to this property "ROBOTS\_TXT" Link to this property "SPEED" Link to this property "WORKERS\_AI" Link to this property
Link to this property description: str Link to this property end\_date: datetime formatdate-time Link to this property
event\_type: Literal\["GENERAL", "OUTAGE", "PARTIAL\_PROJECTION", 2 more] Event type for annotations. One of the following: "GENERAL" Link to this property "OUTAGE" Link to this property "PARTIAL\_PROJECTION" Link to this property "PIPELINE" Link to this property "TRAFFIC\_ANOMALY" Link to this property
Link to this property is\_instantaneous: bool Whether event is a single point in time or a time range. Link to this property linked\_url: str formaturi Link to this property start\_date: datetime formatdate-time Link to this property tags: Optional\[List\[str]] Link to this property
Link to this property level: int Provides an indication of how much confidence Cloudflare has in the data. Link to this property
Link to this property
date\_range: List\[MetaDateRange] end\_time: datetime Adjusted end of date range. formatdate-time Link to this property start\_time: datetime Adjusted start of date range. formatdate-time Link to this property
Link to this property last\_updated: datetime Timestamp of the last dataset update. formatdate-time Link to this property
normalization: Literal\["PERCENTAGE", "MIN0\_MAX", "MIN\_MAX", 5 more] Normalization method applied to the results. Refer to Normalization methods. One of the following: "PERCENTAGE" Link to this property "MIN0\_MAX" Link to this property "MIN\_MAX" Link to this property "RAW\_VALUES" Link to this property "PERCENTAGE\_CHANGE" Link to this property "ROLLING\_AVERAGE" Link to this property "OVERLAPPED\_PERCENTAGE" Link to this property "RATIO" Link to this property
Link to this property
units: List\[MetaUnit] Measurement units for the results. name: str Link to this property value: str Link to this property
Link to this property
Link to this property summary\_0: Dict\[str, str] Link to this property
[Link to this property](<#(resource)%20radar.attacks.layer3.summary%20%3E%20(model)%20summary_industry_response%20%3E%20(schema)>)
class SummaryVerticalResponse: …
meta: Meta Metadata for the results.
confidence\_info: MetaConfidenceInfo
annotations: List\[MetaConfidenceInfoAnnotation]
data\_source: Literal\["ALL", "AI\_BOTS", "AI\_GATEWAY", 22 more] Data source for annotations. One of the following: "ALL" Link to this property "AI\_BOTS" Link to this property "AI\_GATEWAY" Link to this property "BGP" Link to this property "BOTS" Link to this property "CONNECTION\_ANOMALY" Link to this property "CT" Link to this property "DNS" Link to this property "DNS\_MAGNITUDE" Link to this property "DNS\_AS112" Link to this property "DOS" Link to this property "EMAIL\_ROUTING" Link to this property "EMAIL\_SECURITY" Link to this property "FW" Link to this property "FW\_PG" Link to this property "HTTP" Link to this property "HTTP\_CONTROL" Link to this property "HTTP\_CRAWLER\_REFERER" Link to this property "HTTP\_ORIGINS" Link to this property "IQI" Link to this property "LEAKED\_CREDENTIALS" Link to this property "NET" Link to this property "ROBOTS\_TXT" Link to this property "SPEED" Link to this property "WORKERS\_AI" Link to this property
Link to this property description: str Link to this property end\_date: datetime formatdate-time Link to this property
event\_type: Literal\["GENERAL", "OUTAGE", "PARTIAL\_PROJECTION", 2 more] Event type for annotations. One of the following: "GENERAL" Link to this property "OUTAGE" Link to this property "PARTIAL\_PROJECTION" Link to this property "PIPELINE" Link to this property "TRAFFIC\_ANOMALY" Link to this property
Link to this property is\_instantaneous: bool Whether event is a single point in time or a time range. Link to this property linked\_url: str formaturi Link to this property start\_date: datetime formatdate-time Link to this property tags: Optional\[List\[str]] Link to this property
Link to this property level: int Provides an indication of how much confidence Cloudflare has in the data. Link to this property
Link to this property
date\_range: List\[MetaDateRange] end\_time: datetime Adjusted end of date range. formatdate-time Link to this property start\_time: datetime Adjusted start of date range. formatdate-time Link to this property
Link to this property last\_updated: datetime Timestamp of the last dataset update. formatdate-time Link to this property
normalization: Literal\["PERCENTAGE", "MIN0\_MAX", "MIN\_MAX", 5 more] Normalization method applied to the results. Refer to Normalization methods. One of the following: "PERCENTAGE" Link to this property "MIN0\_MAX" Link to this property "MIN\_MAX" Link to this property "RAW\_VALUES" Link to this property "PERCENTAGE\_CHANGE" Link to this property "ROLLING\_AVERAGE" Link to this property "OVERLAPPED\_PERCENTAGE" Link to this property "RATIO" Link to this property
Link to this property
units: List\[MetaUnit] Measurement units for the results. name: str Link to this property value: str Link to this property
Link to this property
Link to this property summary\_0: Dict\[str, str] Link to this property
[Link to this property](<#(resource)%20radar.attacks.layer3.summary%20%3E%20(model)%20summary_vertical_response%20%3E%20(schema)>) #### AttacksLayer3Timeseries Groups ##### [Get layer 3 attacks by target industries time series](https://developers.cloudflare.com/api/python/resources/radar/subresources/attacks/subresources/layer3/subresources/timeseries_groups/methods/industry) Deprecated radar.attacks.layer3.timeseries\_groups.industry(TimeseriesGroupIndustryParams\*\*kwargs) -> [TimeseriesGroupIndustryResponse]() GET/radar/attacks/layer3/timeseries\_groups/industry ##### [Get layer 3 attacks by IP version time series](https://developers.cloudflare.com/api/python/resources/radar/subresources/attacks/subresources/layer3/subresources/timeseries_groups/methods/ip_version) Deprecated radar.attacks.layer3.timeseries\_groups.ip\_version(TimeseriesGroupIPVersionParams\*\*kwargs) -> [TimeseriesGroupIPVersionResponse]() GET/radar/attacks/layer3/timeseries\_groups/ip\_version ##### [Get layer 3 attacks by protocol time series](https://developers.cloudflare.com/api/python/resources/radar/subresources/attacks/subresources/layer3/subresources/timeseries_groups/methods/protocol) Deprecated radar.attacks.layer3.timeseries\_groups.protocol(TimeseriesGroupProtocolParams\*\*kwargs) -> [TimeseriesGroupProtocolResponse]() GET/radar/attacks/layer3/timeseries\_groups/protocol ##### [Get layer 3 attacks by vector time series](https://developers.cloudflare.com/api/python/resources/radar/subresources/attacks/subresources/layer3/subresources/timeseries_groups/methods/vector) Deprecated radar.attacks.layer3.timeseries\_groups.vector(TimeseriesGroupVectorParams\*\*kwargs) -> [TimeseriesGroupVectorResponse]() GET/radar/attacks/layer3/timeseries\_groups/vector ##### [Get layer 3 attacks by vertical time series](https://developers.cloudflare.com/api/python/resources/radar/subresources/attacks/subresources/layer3/subresources/timeseries_groups/methods/vertical) Deprecated radar.attacks.layer3.timeseries\_groups.vertical(TimeseriesGroupVerticalParams\*\*kwargs) -> [TimeseriesGroupVerticalResponse]() GET/radar/attacks/layer3/timeseries\_groups/vertical ##### [Get layer 3 attacks by bitrate time series](https://developers.cloudflare.com/api/python/resources/radar/subresources/attacks/subresources/layer3/subresources/timeseries_groups/methods/bitrate) Deprecated radar.attacks.layer3.timeseries\_groups.bitrate(TimeseriesGroupBitrateParams\*\*kwargs) -> [TimeseriesGroupBitrateResponse]() GET/radar/attacks/layer3/timeseries\_groups/bitrate ##### [Get layer 3 attacks by duration time series](https://developers.cloudflare.com/api/python/resources/radar/subresources/attacks/subresources/layer3/subresources/timeseries_groups/methods/duration) Deprecated radar.attacks.layer3.timeseries\_groups.duration(TimeseriesGroupDurationParams\*\*kwargs) -> [TimeseriesGroupDurationResponse]() GET/radar/attacks/layer3/timeseries\_groups/duration ##### ModelsExpand Collapse
class TimeseriesGroupIndustryResponse: …
meta: Meta Metadata for the results.
agg\_interval: Literal\["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. One of the following: "FIFTEEN\_MINUTES" Link to this property "ONE\_HOUR" Link to this property "ONE\_DAY" Link to this property "ONE\_WEEK" Link to this property "ONE\_MONTH" Link to this property
Link to this property
confidence\_info: MetaConfidenceInfo
annotations: List\[MetaConfidenceInfoAnnotation]
data\_source: Literal\["ALL", "AI\_BOTS", "AI\_GATEWAY", 22 more] Data source for annotations. One of the following: "ALL" Link to this property "AI\_BOTS" Link to this property "AI\_GATEWAY" Link to this property "BGP" Link to this property "BOTS" Link to this property "CONNECTION\_ANOMALY" Link to this property "CT" Link to this property "DNS" Link to this property "DNS\_MAGNITUDE" Link to this property "DNS\_AS112" Link to this property "DOS" Link to this property "EMAIL\_ROUTING" Link to this property "EMAIL\_SECURITY" Link to this property "FW" Link to this property "FW\_PG" Link to this property "HTTP" Link to this property "HTTP\_CONTROL" Link to this property "HTTP\_CRAWLER\_REFERER" Link to this property "HTTP\_ORIGINS" Link to this property "IQI" Link to this property "LEAKED\_CREDENTIALS" Link to this property "NET" Link to this property "ROBOTS\_TXT" Link to this property "SPEED" Link to this property "WORKERS\_AI" Link to this property
Link to this property description: str Link to this property end\_date: datetime formatdate-time Link to this property
event\_type: Literal\["GENERAL", "OUTAGE", "PARTIAL\_PROJECTION", 2 more] Event type for annotations. One of the following: "GENERAL" Link to this property "OUTAGE" Link to this property "PARTIAL\_PROJECTION" Link to this property "PIPELINE" Link to this property "TRAFFIC\_ANOMALY" Link to this property
Link to this property is\_instantaneous: bool Whether event is a single point in time or a time range. Link to this property linked\_url: str formaturi Link to this property start\_date: datetime formatdate-time Link to this property tags: Optional\[List\[str]] Link to this property
Link to this property level: int Provides an indication of how much confidence Cloudflare has in the data. Link to this property
Link to this property
date\_range: List\[MetaDateRange] end\_time: datetime Adjusted end of date range. formatdate-time Link to this property start\_time: datetime Adjusted start of date range. formatdate-time Link to this property
Link to this property last\_updated: datetime Timestamp of the last dataset update. formatdate-time Link to this property
normalization: Literal\["PERCENTAGE", "MIN0\_MAX", "MIN\_MAX", 5 more] Normalization method applied to the results. Refer to Normalization methods. One of the following: "PERCENTAGE" Link to this property "MIN0\_MAX" Link to this property "MIN\_MAX" Link to this property "RAW\_VALUES" Link to this property "PERCENTAGE\_CHANGE" Link to this property "ROLLING\_AVERAGE" Link to this property "OVERLAPPED\_PERCENTAGE" Link to this property "RATIO" Link to this property
Link to this property
units: List\[MetaUnit] Measurement units for the results. name: str Link to this property value: str Link to this property
Link to this property
Link to this property
serie\_0: Serie0 timestamps: List\[datetime] Link to this property
Link to this property
[Link to this property](<#(resource)%20radar.attacks.layer3.timeseries_groups%20%3E%20(model)%20timeseries_group_industry_response%20%3E%20(schema)>)
class TimeseriesGroupIPVersionResponse: …
meta: Meta Metadata for the results.
agg\_interval: Literal\["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. One of the following: "FIFTEEN\_MINUTES" Link to this property "ONE\_HOUR" Link to this property "ONE\_DAY" Link to this property "ONE\_WEEK" Link to this property "ONE\_MONTH" Link to this property
Link to this property
confidence\_info: MetaConfidenceInfo
annotations: List\[MetaConfidenceInfoAnnotation]
data\_source: Literal\["ALL", "AI\_BOTS", "AI\_GATEWAY", 22 more] Data source for annotations. One of the following: "ALL" Link to this property "AI\_BOTS" Link to this property "AI\_GATEWAY" Link to this property "BGP" Link to this property "BOTS" Link to this property "CONNECTION\_ANOMALY" Link to this property "CT" Link to this property "DNS" Link to this property "DNS\_MAGNITUDE" Link to this property "DNS\_AS112" Link to this property "DOS" Link to this property "EMAIL\_ROUTING" Link to this property "EMAIL\_SECURITY" Link to this property "FW" Link to this property "FW\_PG" Link to this property "HTTP" Link to this property "HTTP\_CONTROL" Link to this property "HTTP\_CRAWLER\_REFERER" Link to this property "HTTP\_ORIGINS" Link to this property "IQI" Link to this property "LEAKED\_CREDENTIALS" Link to this property "NET" Link to this property "ROBOTS\_TXT" Link to this property "SPEED" Link to this property "WORKERS\_AI" Link to this property
Link to this property description: str Link to this property end\_date: datetime formatdate-time Link to this property
event\_type: Literal\["GENERAL", "OUTAGE", "PARTIAL\_PROJECTION", 2 more] Event type for annotations. One of the following: "GENERAL" Link to this property "OUTAGE" Link to this property "PARTIAL\_PROJECTION" Link to this property "PIPELINE" Link to this property "TRAFFIC\_ANOMALY" Link to this property
Link to this property is\_instantaneous: bool Whether event is a single point in time or a time range. Link to this property linked\_url: str formaturi Link to this property start\_date: datetime formatdate-time Link to this property tags: Optional\[List\[str]] Link to this property
Link to this property level: int Provides an indication of how much confidence Cloudflare has in the data. Link to this property
Link to this property
date\_range: List\[MetaDateRange] end\_time: datetime Adjusted end of date range. formatdate-time Link to this property start\_time: datetime Adjusted start of date range. formatdate-time Link to this property
Link to this property last\_updated: datetime Timestamp of the last dataset update. formatdate-time Link to this property
normalization: Literal\["PERCENTAGE", "MIN0\_MAX", "MIN\_MAX", 5 more] Normalization method applied to the results. Refer to Normalization methods. One of the following: "PERCENTAGE" Link to this property "MIN0\_MAX" Link to this property "MIN\_MAX" Link to this property "RAW\_VALUES" Link to this property "PERCENTAGE\_CHANGE" Link to this property "ROLLING\_AVERAGE" Link to this property "OVERLAPPED\_PERCENTAGE" Link to this property "RATIO" Link to this property
Link to this property
units: List\[MetaUnit] Measurement units for the results. name: str Link to this property value: str Link to this property
Link to this property
Link to this property
serie\_0: Serie0 i\_pv4: List\[str] Link to this property i\_pv6: List\[str] Link to this property timestamps: List\[datetime] Link to this property
Link to this property
[Link to this property](<#(resource)%20radar.attacks.layer3.timeseries_groups%20%3E%20(model)%20timeseries_group_ip_version_response%20%3E%20(schema)>)
class TimeseriesGroupProtocolResponse: …
meta: Meta Metadata for the results.
agg\_interval: Literal\["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. One of the following: "FIFTEEN\_MINUTES" Link to this property "ONE\_HOUR" Link to this property "ONE\_DAY" Link to this property "ONE\_WEEK" Link to this property "ONE\_MONTH" Link to this property
Link to this property
confidence\_info: MetaConfidenceInfo
annotations: List\[MetaConfidenceInfoAnnotation]
data\_source: Literal\["ALL", "AI\_BOTS", "AI\_GATEWAY", 22 more] Data source for annotations. One of the following: "ALL" Link to this property "AI\_BOTS" Link to this property "AI\_GATEWAY" Link to this property "BGP" Link to this property "BOTS" Link to this property "CONNECTION\_ANOMALY" Link to this property "CT" Link to this property "DNS" Link to this property "DNS\_MAGNITUDE" Link to this property "DNS\_AS112" Link to this property "DOS" Link to this property "EMAIL\_ROUTING" Link to this property "EMAIL\_SECURITY" Link to this property "FW" Link to this property "FW\_PG" Link to this property "HTTP" Link to this property "HTTP\_CONTROL" Link to this property "HTTP\_CRAWLER\_REFERER" Link to this property "HTTP\_ORIGINS" Link to this property "IQI" Link to this property "LEAKED\_CREDENTIALS" Link to this property "NET" Link to this property "ROBOTS\_TXT" Link to this property "SPEED" Link to this property "WORKERS\_AI" Link to this property
Link to this property description: str Link to this property end\_date: datetime formatdate-time Link to this property
event\_type: Literal\["GENERAL", "OUTAGE", "PARTIAL\_PROJECTION", 2 more] Event type for annotations. One of the following: "GENERAL" Link to this property "OUTAGE" Link to this property "PARTIAL\_PROJECTION" Link to this property "PIPELINE" Link to this property "TRAFFIC\_ANOMALY" Link to this property
Link to this property is\_instantaneous: bool Whether event is a single point in time or a time range. Link to this property linked\_url: str formaturi Link to this property start\_date: datetime formatdate-time Link to this property tags: Optional\[List\[str]] Link to this property
Link to this property level: int Provides an indication of how much confidence Cloudflare has in the data. Link to this property
Link to this property
date\_range: List\[MetaDateRange] end\_time: datetime Adjusted end of date range. formatdate-time Link to this property start\_time: datetime Adjusted start of date range. formatdate-time Link to this property
Link to this property last\_updated: datetime Timestamp of the last dataset update. formatdate-time Link to this property
normalization: Literal\["PERCENTAGE", "MIN0\_MAX", "MIN\_MAX", 5 more] Normalization method applied to the results. Refer to Normalization methods. One of the following: "PERCENTAGE" Link to this property "MIN0\_MAX" Link to this property "MIN\_MAX" Link to this property "RAW\_VALUES" Link to this property "PERCENTAGE\_CHANGE" Link to this property "ROLLING\_AVERAGE" Link to this property "OVERLAPPED\_PERCENTAGE" Link to this property "RATIO" Link to this property
Link to this property
units: List\[MetaUnit] Measurement units for the results. name: str Link to this property value: str Link to this property
Link to this property
Link to this property
serie\_0: Serie0 gre: List\[str] Link to this property icmp: List\[str] Link to this property tcp: List\[str] Link to this property timestamps: List\[datetime] Link to this property udp: List\[str] Link to this property
Link to this property
[Link to this property](<#(resource)%20radar.attacks.layer3.timeseries_groups%20%3E%20(model)%20timeseries_group_protocol_response%20%3E%20(schema)>)
class TimeseriesGroupVectorResponse: …
meta: Meta Metadata for the results.
agg\_interval: Literal\["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. One of the following: "FIFTEEN\_MINUTES" Link to this property "ONE\_HOUR" Link to this property "ONE\_DAY" Link to this property "ONE\_WEEK" Link to this property "ONE\_MONTH" Link to this property
Link to this property
confidence\_info: MetaConfidenceInfo
annotations: List\[MetaConfidenceInfoAnnotation]
data\_source: Literal\["ALL", "AI\_BOTS", "AI\_GATEWAY", 22 more] Data source for annotations. One of the following: "ALL" Link to this property "AI\_BOTS" Link to this property "AI\_GATEWAY" Link to this property "BGP" Link to this property "BOTS" Link to this property "CONNECTION\_ANOMALY" Link to this property "CT" Link to this property "DNS" Link to this property "DNS\_MAGNITUDE" Link to this property "DNS\_AS112" Link to this property "DOS" Link to this property "EMAIL\_ROUTING" Link to this property "EMAIL\_SECURITY" Link to this property "FW" Link to this property "FW\_PG" Link to this property "HTTP" Link to this property "HTTP\_CONTROL" Link to this property "HTTP\_CRAWLER\_REFERER" Link to this property "HTTP\_ORIGINS" Link to this property "IQI" Link to this property "LEAKED\_CREDENTIALS" Link to this property "NET" Link to this property "ROBOTS\_TXT" Link to this property "SPEED" Link to this property "WORKERS\_AI" Link to this property
Link to this property description: str Link to this property end\_date: datetime formatdate-time Link to this property
event\_type: Literal\["GENERAL", "OUTAGE", "PARTIAL\_PROJECTION", 2 more] Event type for annotations. One of the following: "GENERAL" Link to this property "OUTAGE" Link to this property "PARTIAL\_PROJECTION" Link to this property "PIPELINE" Link to this property "TRAFFIC\_ANOMALY" Link to this property
Link to this property is\_instantaneous: bool Whether event is a single point in time or a time range. Link to this property linked\_url: str formaturi Link to this property start\_date: datetime formatdate-time Link to this property tags: Optional\[List\[str]] Link to this property
Link to this property level: int Provides an indication of how much confidence Cloudflare has in the data. Link to this property
Link to this property
date\_range: List\[MetaDateRange] end\_time: datetime Adjusted end of date range. formatdate-time Link to this property start\_time: datetime Adjusted start of date range. formatdate-time Link to this property
Link to this property last\_updated: datetime Timestamp of the last dataset update. formatdate-time Link to this property
normalization: Literal\["PERCENTAGE", "MIN0\_MAX", "MIN\_MAX", 5 more] Normalization method applied to the results. Refer to Normalization methods. One of the following: "PERCENTAGE" Link to this property "MIN0\_MAX" Link to this property "MIN\_MAX" Link to this property "RAW\_VALUES" Link to this property "PERCENTAGE\_CHANGE" Link to this property "ROLLING\_AVERAGE" Link to this property "OVERLAPPED\_PERCENTAGE" Link to this property "RATIO" Link to this property
Link to this property
units: List\[MetaUnit] Measurement units for the results. name: str Link to this property value: str Link to this property
Link to this property
Link to this property
serie\_0: Serie0 timestamps: List\[datetime] Link to this property
Link to this property
[Link to this property](<#(resource)%20radar.attacks.layer3.timeseries_groups%20%3E%20(model)%20timeseries_group_vector_response%20%3E%20(schema)>)
class TimeseriesGroupVerticalResponse: …
meta: Meta Metadata for the results.
agg\_interval: Literal\["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. One of the following: "FIFTEEN\_MINUTES" Link to this property "ONE\_HOUR" Link to this property "ONE\_DAY" Link to this property "ONE\_WEEK" Link to this property "ONE\_MONTH" Link to this property
Link to this property
confidence\_info: MetaConfidenceInfo
annotations: List\[MetaConfidenceInfoAnnotation]
data\_source: Literal\["ALL", "AI\_BOTS", "AI\_GATEWAY", 22 more] Data source for annotations. One of the following: "ALL" Link to this property "AI\_BOTS" Link to this property "AI\_GATEWAY" Link to this property "BGP" Link to this property "BOTS" Link to this property "CONNECTION\_ANOMALY" Link to this property "CT" Link to this property "DNS" Link to this property "DNS\_MAGNITUDE" Link to this property "DNS\_AS112" Link to this property "DOS" Link to this property "EMAIL\_ROUTING" Link to this property "EMAIL\_SECURITY" Link to this property "FW" Link to this property "FW\_PG" Link to this property "HTTP" Link to this property "HTTP\_CONTROL" Link to this property "HTTP\_CRAWLER\_REFERER" Link to this property "HTTP\_ORIGINS" Link to this property "IQI" Link to this property "LEAKED\_CREDENTIALS" Link to this property "NET" Link to this property "ROBOTS\_TXT" Link to this property "SPEED" Link to this property "WORKERS\_AI" Link to this property
Link to this property description: str Link to this property end\_date: datetime formatdate-time Link to this property
event\_type: Literal\["GENERAL", "OUTAGE", "PARTIAL\_PROJECTION", 2 more] Event type for annotations. One of the following: "GENERAL" Link to this property "OUTAGE" Link to this property "PARTIAL\_PROJECTION" Link to this property "PIPELINE" Link to this property "TRAFFIC\_ANOMALY" Link to this property
Link to this property is\_instantaneous: bool Whether event is a single point in time or a time range. Link to this property linked\_url: str formaturi Link to this property start\_date: datetime formatdate-time Link to this property tags: Optional\[List\[str]] Link to this property
Link to this property level: int Provides an indication of how much confidence Cloudflare has in the data. Link to this property
Link to this property
date\_range: List\[MetaDateRange] end\_time: datetime Adjusted end of date range. formatdate-time Link to this property start\_time: datetime Adjusted start of date range. formatdate-time Link to this property
Link to this property last\_updated: datetime Timestamp of the last dataset update. formatdate-time Link to this property
normalization: Literal\["PERCENTAGE", "MIN0\_MAX", "MIN\_MAX", 5 more] Normalization method applied to the results. Refer to Normalization methods. One of the following: "PERCENTAGE" Link to this property "MIN0\_MAX" Link to this property "MIN\_MAX" Link to this property "RAW\_VALUES" Link to this property "PERCENTAGE\_CHANGE" Link to this property "ROLLING\_AVERAGE" Link to this property "OVERLAPPED\_PERCENTAGE" Link to this property "RATIO" Link to this property
Link to this property
units: List\[MetaUnit] Measurement units for the results. name: str Link to this property value: str Link to this property
Link to this property
Link to this property
serie\_0: Serie0 timestamps: List\[datetime] Link to this property
Link to this property
[Link to this property](<#(resource)%20radar.attacks.layer3.timeseries_groups%20%3E%20(model)%20timeseries_group_vertical_response%20%3E%20(schema)>)
class TimeseriesGroupBitrateResponse: …
meta: Meta Metadata for the results.
agg\_interval: Literal\["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. One of the following: "FIFTEEN\_MINUTES" Link to this property "ONE\_HOUR" Link to this property "ONE\_DAY" Link to this property "ONE\_WEEK" Link to this property "ONE\_MONTH" Link to this property
Link to this property
confidence\_info: MetaConfidenceInfo
annotations: List\[MetaConfidenceInfoAnnotation]
data\_source: Literal\["ALL", "AI\_BOTS", "AI\_GATEWAY", 22 more] Data source for annotations. One of the following: "ALL" Link to this property "AI\_BOTS" Link to this property "AI\_GATEWAY" Link to this property "BGP" Link to this property "BOTS" Link to this property "CONNECTION\_ANOMALY" Link to this property "CT" Link to this property "DNS" Link to this property "DNS\_MAGNITUDE" Link to this property "DNS\_AS112" Link to this property "DOS" Link to this property "EMAIL\_ROUTING" Link to this property "EMAIL\_SECURITY" Link to this property "FW" Link to this property "FW\_PG" Link to this property "HTTP" Link to this property "HTTP\_CONTROL" Link to this property "HTTP\_CRAWLER\_REFERER" Link to this property "HTTP\_ORIGINS" Link to this property "IQI" Link to this property "LEAKED\_CREDENTIALS" Link to this property "NET" Link to this property "ROBOTS\_TXT" Link to this property "SPEED" Link to this property "WORKERS\_AI" Link to this property
Link to this property description: str Link to this property end\_date: datetime formatdate-time Link to this property
event\_type: Literal\["GENERAL", "OUTAGE", "PARTIAL\_PROJECTION", 2 more] Event type for annotations. One of the following: "GENERAL" Link to this property "OUTAGE" Link to this property "PARTIAL\_PROJECTION" Link to this property "PIPELINE" Link to this property "TRAFFIC\_ANOMALY" Link to this property
Link to this property is\_instantaneous: bool Whether event is a single point in time or a time range. Link to this property linked\_url: str formaturi Link to this property start\_date: datetime formatdate-time Link to this property tags: Optional\[List\[str]] Link to this property
Link to this property level: int Provides an indication of how much confidence Cloudflare has in the data. Link to this property
Link to this property
date\_range: List\[MetaDateRange] end\_time: datetime Adjusted end of date range. formatdate-time Link to this property start\_time: datetime Adjusted start of date range. formatdate-time Link to this property
Link to this property last\_updated: datetime Timestamp of the last dataset update. formatdate-time Link to this property
normalization: Literal\["PERCENTAGE", "MIN0\_MAX", "MIN\_MAX", 5 more] Normalization method applied to the results. Refer to Normalization methods. One of the following: "PERCENTAGE" Link to this property "MIN0\_MAX" Link to this property "MIN\_MAX" Link to this property "RAW\_VALUES" Link to this property "PERCENTAGE\_CHANGE" Link to this property "ROLLING\_AVERAGE" Link to this property "OVERLAPPED\_PERCENTAGE" Link to this property "RATIO" Link to this property
Link to this property
units: List\[MetaUnit] Measurement units for the results. name: str Link to this property value: str Link to this property
Link to this property
Link to this property
serie\_0: Serie0 \_1\_gbps\_to\_10\_gbps: List\[str] Link to this property \_10\_gbps\_to\_100\_gbps: List\[str] Link to this property \_500\_mbps\_to\_1\_gbps: List\[str] Link to this property over\_100\_gbps: List\[str] Link to this property timestamps: List\[datetime] Link to this property under\_500\_mbps: List\[str] Link to this property
Link to this property
[Link to this property](<#(resource)%20radar.attacks.layer3.timeseries_groups%20%3E%20(model)%20timeseries_group_bitrate_response%20%3E%20(schema)>)
class TimeseriesGroupDurationResponse: …
meta: Meta Metadata for the results.
agg\_interval: Literal\["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. One of the following: "FIFTEEN\_MINUTES" Link to this property "ONE\_HOUR" Link to this property "ONE\_DAY" Link to this property "ONE\_WEEK" Link to this property "ONE\_MONTH" Link to this property
Link to this property
confidence\_info: MetaConfidenceInfo
annotations: List\[MetaConfidenceInfoAnnotation]
data\_source: Literal\["ALL", "AI\_BOTS", "AI\_GATEWAY", 22 more] Data source for annotations. One of the following: "ALL" Link to this property "AI\_BOTS" Link to this property "AI\_GATEWAY" Link to this property "BGP" Link to this property "BOTS" Link to this property "CONNECTION\_ANOMALY" Link to this property "CT" Link to this property "DNS" Link to this property "DNS\_MAGNITUDE" Link to this property "DNS\_AS112" Link to this property "DOS" Link to this property "EMAIL\_ROUTING" Link to this property "EMAIL\_SECURITY" Link to this property "FW" Link to this property "FW\_PG" Link to this property "HTTP" Link to this property "HTTP\_CONTROL" Link to this property "HTTP\_CRAWLER\_REFERER" Link to this property "HTTP\_ORIGINS" Link to this property "IQI" Link to this property "LEAKED\_CREDENTIALS" Link to this property "NET" Link to this property "ROBOTS\_TXT" Link to this property "SPEED" Link to this property "WORKERS\_AI" Link to this property
Link to this property description: str Link to this property end\_date: datetime formatdate-time Link to this property
event\_type: Literal\["GENERAL", "OUTAGE", "PARTIAL\_PROJECTION", 2 more] Event type for annotations. One of the following: "GENERAL" Link to this property "OUTAGE" Link to this property "PARTIAL\_PROJECTION" Link to this property "PIPELINE" Link to this property "TRAFFIC\_ANOMALY" Link to this property
Link to this property is\_instantaneous: bool Whether event is a single point in time or a time range. Link to this property linked\_url: str formaturi Link to this property start\_date: datetime formatdate-time Link to this property tags: Optional\[List\[str]] Link to this property
Link to this property level: int Provides an indication of how much confidence Cloudflare has in the data. Link to this property
Link to this property
date\_range: List\[MetaDateRange] end\_time: datetime Adjusted end of date range. formatdate-time Link to this property start\_time: datetime Adjusted start of date range. formatdate-time Link to this property
Link to this property last\_updated: datetime Timestamp of the last dataset update. formatdate-time Link to this property
normalization: Literal\["PERCENTAGE", "MIN0\_MAX", "MIN\_MAX", 5 more] Normalization method applied to the results. Refer to Normalization methods. One of the following: "PERCENTAGE" Link to this property "MIN0\_MAX" Link to this property "MIN\_MAX" Link to this property "RAW\_VALUES" Link to this property "PERCENTAGE\_CHANGE" Link to this property "ROLLING\_AVERAGE" Link to this property "OVERLAPPED\_PERCENTAGE" Link to this property "RATIO" Link to this property
Link to this property
units: List\[MetaUnit] Measurement units for the results. name: str Link to this property value: str Link to this property
Link to this property
Link to this property
serie\_0: Serie0 \_1\_hour\_to\_3\_hours: List\[str] Link to this property \_10\_mins\_to\_20\_mins: List\[str] Link to this property \_20\_mins\_to\_40\_mins: List\[str] Link to this property \_40\_mins\_to\_1\_hour: List\[str] Link to this property over\_3\_hours: List\[str] Link to this property timestamps: List\[datetime] Link to this property under\_10\_mins: List\[str] Link to this property
Link to this property
[Link to this property](<#(resource)%20radar.attacks.layer3.timeseries_groups%20%3E%20(model)%20timeseries_group_duration_response%20%3E%20(schema)>) #### AttacksLayer3Top ##### [Get top layer 3 attack pairs (origin and target locations)](https://developers.cloudflare.com/api/python/resources/radar/subresources/attacks/subresources/layer3/subresources/top/methods/attacks) radar.attacks.layer3.top.attacks(TopAttacksParams\*\*kwargs) -> [TopAttacksResponse]() GET/radar/attacks/layer3/top/attacks ##### [Get top industries targeted by layer 3 attacks](https://developers.cloudflare.com/api/python/resources/radar/subresources/attacks/subresources/layer3/subresources/top/methods/industry) Deprecated radar.attacks.layer3.top.industry(TopIndustryParams\*\*kwargs) -> [TopIndustryResponse]() GET/radar/attacks/layer3/top/industry ##### [Get top verticals targeted by layer 3 attacks](https://developers.cloudflare.com/api/python/resources/radar/subresources/attacks/subresources/layer3/subresources/top/methods/vertical) Deprecated radar.attacks.layer3.top.vertical(TopVerticalParams\*\*kwargs) -> [TopVerticalResponse]() GET/radar/attacks/layer3/top/vertical ##### ModelsExpand Collapse
class TopAttacksResponse: …
meta: Meta Metadata for the results.
confidence\_info: Optional\[MetaConfidenceInfo]
annotations: List\[MetaConfidenceInfoAnnotation]
data\_source: Literal\["ALL", "AI\_BOTS", "AI\_GATEWAY", 22 more] Data source for annotations. One of the following: "ALL" Link to this property "AI\_BOTS" Link to this property "AI\_GATEWAY" Link to this property "BGP" Link to this property "BOTS" Link to this property "CONNECTION\_ANOMALY" Link to this property "CT" Link to this property "DNS" Link to this property "DNS\_MAGNITUDE" Link to this property "DNS\_AS112" Link to this property "DOS" Link to this property "EMAIL\_ROUTING" Link to this property "EMAIL\_SECURITY" Link to this property "FW" Link to this property "FW\_PG" Link to this property "HTTP" Link to this property "HTTP\_CONTROL" Link to this property "HTTP\_CRAWLER\_REFERER" Link to this property "HTTP\_ORIGINS" Link to this property "IQI" Link to this property "LEAKED\_CREDENTIALS" Link to this property "NET" Link to this property "ROBOTS\_TXT" Link to this property "SPEED" Link to this property "WORKERS\_AI" Link to this property
Link to this property description: str Link to this property end\_date: datetime formatdate-time Link to this property
event\_type: Literal\["GENERAL", "OUTAGE", "PARTIAL\_PROJECTION", 2 more] Event type for annotations. One of the following: "GENERAL" Link to this property "OUTAGE" Link to this property "PARTIAL\_PROJECTION" Link to this property "PIPELINE" Link to this property "TRAFFIC\_ANOMALY" Link to this property
Link to this property is\_instantaneous: bool Whether event is a single point in time or a time range. Link to this property linked\_url: str formaturi Link to this property start\_date: datetime formatdate-time Link to this property tags: Optional\[List\[str]] Link to this property
Link to this property level: int Provides an indication of how much confidence Cloudflare has in the data. Link to this property
Link to this property
date\_range: List\[MetaDateRange] end\_time: datetime Adjusted end of date range. formatdate-time Link to this property start\_time: datetime Adjusted start of date range. formatdate-time Link to this property
Link to this property last\_updated: datetime Timestamp of the last dataset update. formatdate-time Link to this property
normalization: Literal\["PERCENTAGE", "MIN0\_MAX", "MIN\_MAX", 5 more] Normalization method applied to the results. Refer to Normalization methods. One of the following: "PERCENTAGE" Link to this property "MIN0\_MAX" Link to this property "MIN\_MAX" Link to this property "RAW\_VALUES" Link to this property "PERCENTAGE\_CHANGE" Link to this property "ROLLING\_AVERAGE" Link to this property "OVERLAPPED\_PERCENTAGE" Link to this property "RATIO" Link to this property
Link to this property
units: List\[MetaUnit] Measurement units for the results. name: str Link to this property value: str Link to this property
Link to this property
Link to this property
top\_0: List\[Top0] origin\_country\_alpha2: str Link to this property origin\_country\_name: str Link to this property value: str Link to this property
Link to this property
[Link to this property](<#(resource)%20radar.attacks.layer3.top%20%3E%20(model)%20top_attacks_response%20%3E%20(schema)>)
class TopIndustryResponse: …
meta: Meta Metadata for the results.
confidence\_info: Optional\[MetaConfidenceInfo]
annotations: List\[MetaConfidenceInfoAnnotation]
data\_source: Literal\["ALL", "AI\_BOTS", "AI\_GATEWAY", 22 more] Data source for annotations. One of the following: "ALL" Link to this property "AI\_BOTS" Link to this property "AI\_GATEWAY" Link to this property "BGP" Link to this property "BOTS" Link to this property "CONNECTION\_ANOMALY" Link to this property "CT" Link to this property "DNS" Link to this property "DNS\_MAGNITUDE" Link to this property "DNS\_AS112" Link to this property "DOS" Link to this property "EMAIL\_ROUTING" Link to this property "EMAIL\_SECURITY" Link to this property "FW" Link to this property "FW\_PG" Link to this property "HTTP" Link to this property "HTTP\_CONTROL" Link to this property "HTTP\_CRAWLER\_REFERER" Link to this property "HTTP\_ORIGINS" Link to this property "IQI" Link to this property "LEAKED\_CREDENTIALS" Link to this property "NET" Link to this property "ROBOTS\_TXT" Link to this property "SPEED" Link to this property "WORKERS\_AI" Link to this property
Link to this property description: str Link to this property end\_date: datetime formatdate-time Link to this property
event\_type: Literal\["GENERAL", "OUTAGE", "PARTIAL\_PROJECTION", 2 more] Event type for annotations. One of the following: "GENERAL" Link to this property "OUTAGE" Link to this property "PARTIAL\_PROJECTION" Link to this property "PIPELINE" Link to this property "TRAFFIC\_ANOMALY" Link to this property
Link to this property is\_instantaneous: bool Whether event is a single point in time or a time range. Link to this property linked\_url: str formaturi Link to this property start\_date: datetime formatdate-time Link to this property tags: Optional\[List\[str]] Link to this property
Link to this property level: int Provides an indication of how much confidence Cloudflare has in the data. Link to this property
Link to this property
date\_range: List\[MetaDateRange] end\_time: datetime Adjusted end of date range. formatdate-time Link to this property start\_time: datetime Adjusted start of date range. formatdate-time Link to this property
Link to this property last\_updated: datetime Timestamp of the last dataset update. formatdate-time Link to this property
normalization: Literal\["PERCENTAGE", "MIN0\_MAX", "MIN\_MAX", 5 more] Normalization method applied to the results. Refer to Normalization methods. One of the following: "PERCENTAGE" Link to this property "MIN0\_MAX" Link to this property "MIN\_MAX" Link to this property "RAW\_VALUES" Link to this property "PERCENTAGE\_CHANGE" Link to this property "ROLLING\_AVERAGE" Link to this property "OVERLAPPED\_PERCENTAGE" Link to this property "RATIO" Link to this property
Link to this property
units: List\[MetaUnit] Measurement units for the results. name: str Link to this property value: str Link to this property
Link to this property
Link to this property
top\_0: List\[Top0] name: str Link to this property value: str Link to this property
Link to this property
[Link to this property](<#(resource)%20radar.attacks.layer3.top%20%3E%20(model)%20top_industry_response%20%3E%20(schema)>)
class TopVerticalResponse: …
meta: Meta Metadata for the results.
confidence\_info: Optional\[MetaConfidenceInfo]
annotations: List\[MetaConfidenceInfoAnnotation]
data\_source: Literal\["ALL", "AI\_BOTS", "AI\_GATEWAY", 22 more] Data source for annotations. One of the following: "ALL" Link to this property "AI\_BOTS" Link to this property "AI\_GATEWAY" Link to this property "BGP" Link to this property "BOTS" Link to this property "CONNECTION\_ANOMALY" Link to this property "CT" Link to this property "DNS" Link to this property "DNS\_MAGNITUDE" Link to this property "DNS\_AS112" Link to this property "DOS" Link to this property "EMAIL\_ROUTING" Link to this property "EMAIL\_SECURITY" Link to this property "FW" Link to this property "FW\_PG" Link to this property "HTTP" Link to this property "HTTP\_CONTROL" Link to this property "HTTP\_CRAWLER\_REFERER" Link to this property "HTTP\_ORIGINS" Link to this property "IQI" Link to this property "LEAKED\_CREDENTIALS" Link to this property "NET" Link to this property "ROBOTS\_TXT" Link to this property "SPEED" Link to this property "WORKERS\_AI" Link to this property
Link to this property description: str Link to this property end\_date: datetime formatdate-time Link to this property
event\_type: Literal\["GENERAL", "OUTAGE", "PARTIAL\_PROJECTION", 2 more] Event type for annotations. One of the following: "GENERAL" Link to this property "OUTAGE" Link to this property "PARTIAL\_PROJECTION" Link to this property "PIPELINE" Link to this property "TRAFFIC\_ANOMALY" Link to this property
Link to this property is\_instantaneous: bool Whether event is a single point in time or a time range. Link to this property linked\_url: str formaturi Link to this property start\_date: datetime formatdate-time Link to this property tags: Optional\[List\[str]] Link to this property
Link to this property level: int Provides an indication of how much confidence Cloudflare has in the data. Link to this property
Link to this property
date\_range: List\[MetaDateRange] end\_time: datetime Adjusted end of date range. formatdate-time Link to this property start\_time: datetime Adjusted start of date range. formatdate-time Link to this property
Link to this property last\_updated: datetime Timestamp of the last dataset update. formatdate-time Link to this property
normalization: Literal\["PERCENTAGE", "MIN0\_MAX", "MIN\_MAX", 5 more] Normalization method applied to the results. Refer to Normalization methods. One of the following: "PERCENTAGE" Link to this property "MIN0\_MAX" Link to this property "MIN\_MAX" Link to this property "RAW\_VALUES" Link to this property "PERCENTAGE\_CHANGE" Link to this property "ROLLING\_AVERAGE" Link to this property "OVERLAPPED\_PERCENTAGE" Link to this property "RATIO" Link to this property
Link to this property
units: List\[MetaUnit] Measurement units for the results. name: str Link to this property value: str Link to this property
Link to this property
Link to this property
top\_0: List\[Top0] name: str Link to this property value: str Link to this property
Link to this property
[Link to this property](<#(resource)%20radar.attacks.layer3.top%20%3E%20(model)%20top_vertical_response%20%3E%20(schema)>) #### AttacksLayer3TopLocations ##### [Get top origin locations of layer 3 attacks](https://developers.cloudflare.com/api/python/resources/radar/subresources/attacks/subresources/layer3/subresources/top/subresources/locations/methods/origin) radar.attacks.layer3.top.locations.origin(LocationOriginParams\*\*kwargs) -> [LocationOriginResponse]() GET/radar/attacks/layer3/top/locations/origin ##### [Get top target locations of layer 3 attacks](https://developers.cloudflare.com/api/python/resources/radar/subresources/attacks/subresources/layer3/subresources/top/subresources/locations/methods/target) radar.attacks.layer3.top.locations.target(LocationTargetParams\*\*kwargs) -> [LocationTargetResponse]() GET/radar/attacks/layer3/top/locations/target ##### ModelsExpand Collapse
class LocationOriginResponse: …
meta: Meta Metadata for the results.
confidence\_info: Optional\[MetaConfidenceInfo]
annotations: List\[MetaConfidenceInfoAnnotation]
data\_source: Literal\["ALL", "AI\_BOTS", "AI\_GATEWAY", 22 more] Data source for annotations. One of the following: "ALL" Link to this property "AI\_BOTS" Link to this property "AI\_GATEWAY" Link to this property "BGP" Link to this property "BOTS" Link to this property "CONNECTION\_ANOMALY" Link to this property "CT" Link to this property "DNS" Link to this property "DNS\_MAGNITUDE" Link to this property "DNS\_AS112" Link to this property "DOS" Link to this property "EMAIL\_ROUTING" Link to this property "EMAIL\_SECURITY" Link to this property "FW" Link to this property "FW\_PG" Link to this property "HTTP" Link to this property "HTTP\_CONTROL" Link to this property "HTTP\_CRAWLER\_REFERER" Link to this property "HTTP\_ORIGINS" Link to this property "IQI" Link to this property "LEAKED\_CREDENTIALS" Link to this property "NET" Link to this property "ROBOTS\_TXT" Link to this property "SPEED" Link to this property "WORKERS\_AI" Link to this property
Link to this property description: str Link to this property end\_date: datetime formatdate-time Link to this property
event\_type: Literal\["GENERAL", "OUTAGE", "PARTIAL\_PROJECTION", 2 more] Event type for annotations. One of the following: "GENERAL" Link to this property "OUTAGE" Link to this property "PARTIAL\_PROJECTION" Link to this property "PIPELINE" Link to this property "TRAFFIC\_ANOMALY" Link to this property
Link to this property is\_instantaneous: bool Whether event is a single point in time or a time range. Link to this property linked\_url: str formaturi Link to this property start\_date: datetime formatdate-time Link to this property tags: Optional\[List\[str]] Link to this property
Link to this property level: int Provides an indication of how much confidence Cloudflare has in the data. Link to this property
Link to this property
date\_range: List\[MetaDateRange] end\_time: datetime Adjusted end of date range. formatdate-time Link to this property start\_time: datetime Adjusted start of date range. formatdate-time Link to this property
Link to this property last\_updated: datetime Timestamp of the last dataset update. formatdate-time Link to this property
normalization: Literal\["PERCENTAGE", "MIN0\_MAX", "MIN\_MAX", 5 more] Normalization method applied to the results. Refer to Normalization methods. One of the following: "PERCENTAGE" Link to this property "MIN0\_MAX" Link to this property "MIN\_MAX" Link to this property "RAW\_VALUES" Link to this property "PERCENTAGE\_CHANGE" Link to this property "ROLLING\_AVERAGE" Link to this property "OVERLAPPED\_PERCENTAGE" Link to this property "RATIO" Link to this property
Link to this property
units: List\[MetaUnit] Measurement units for the results. name: str Link to this property value: str Link to this property
Link to this property
Link to this property
top\_0: List\[Top0] origin\_country\_alpha2: str Link to this property origin\_country\_name: str Link to this property rank: int Link to this property value: str Link to this property
Link to this property
[Link to this property](<#(resource)%20radar.attacks.layer3.top.locations%20%3E%20(model)%20location_origin_response%20%3E%20(schema)>)
class LocationTargetResponse: …
meta: Meta Metadata for the results.
confidence\_info: Optional\[MetaConfidenceInfo]
annotations: List\[MetaConfidenceInfoAnnotation]
data\_source: Literal\["ALL", "AI\_BOTS", "AI\_GATEWAY", 22 more] Data source for annotations. One of the following: "ALL" Link to this property "AI\_BOTS" Link to this property "AI\_GATEWAY" Link to this property "BGP" Link to this property "BOTS" Link to this property "CONNECTION\_ANOMALY" Link to this property "CT" Link to this property "DNS" Link to this property "DNS\_MAGNITUDE" Link to this property "DNS\_AS112" Link to this property "DOS" Link to this property "EMAIL\_ROUTING" Link to this property "EMAIL\_SECURITY" Link to this property "FW" Link to this property "FW\_PG" Link to this property "HTTP" Link to this property "HTTP\_CONTROL" Link to this property "HTTP\_CRAWLER\_REFERER" Link to this property "HTTP\_ORIGINS" Link to this property "IQI" Link to this property "LEAKED\_CREDENTIALS" Link to this property "NET" Link to this property "ROBOTS\_TXT" Link to this property "SPEED" Link to this property "WORKERS\_AI" Link to this property
Link to this property description: str Link to this property end\_date: datetime formatdate-time Link to this property
event\_type: Literal\["GENERAL", "OUTAGE", "PARTIAL\_PROJECTION", 2 more] Event type for annotations. One of the following: "GENERAL" Link to this property "OUTAGE" Link to this property "PARTIAL\_PROJECTION" Link to this property "PIPELINE" Link to this property "TRAFFIC\_ANOMALY" Link to this property
Link to this property is\_instantaneous: bool Whether event is a single point in time or a time range. Link to this property linked\_url: str formaturi Link to this property start\_date: datetime formatdate-time Link to this property tags: Optional\[List\[str]] Link to this property
Link to this property level: int Provides an indication of how much confidence Cloudflare has in the data. Link to this property
Link to this property
date\_range: List\[MetaDateRange] end\_time: datetime Adjusted end of date range. formatdate-time Link to this property start\_time: datetime Adjusted start of date range. formatdate-time Link to this property
Link to this property last\_updated: datetime Timestamp of the last dataset update. formatdate-time Link to this property
normalization: Literal\["PERCENTAGE", "MIN0\_MAX", "MIN\_MAX", 5 more] Normalization method applied to the results. Refer to Normalization methods. One of the following: "PERCENTAGE" Link to this property "MIN0\_MAX" Link to this property "MIN\_MAX" Link to this property "RAW\_VALUES" Link to this property "PERCENTAGE\_CHANGE" Link to this property "ROLLING\_AVERAGE" Link to this property "OVERLAPPED\_PERCENTAGE" Link to this property "RATIO" Link to this property
Link to this property
units: List\[MetaUnit] Measurement units for the results. name: str Link to this property value: str Link to this property
Link to this property
Link to this property
top\_0: List\[Top0] rank: int Link to this property target\_country\_alpha2: str Link to this property target\_country\_name: str Link to this property value: str Link to this property
Link to this property
[Link to this property](<#(resource)%20radar.attacks.layer3.top.locations%20%3E%20(model)%20location_target_response%20%3E%20(schema)>) #### AttacksLayer7 ##### [Get layer 7 attacks summary by dimension](https://developers.cloudflare.com/api/python/resources/radar/subresources/attacks/subresources/layer7/methods/summary_v2) radar.attacks.layer7.summary\_v2(Literal\["HTTP\_METHOD", "HTTP\_VERSION", "IP\_VERSION", 4 more]dimension, Layer7SummaryV2Params\*\*kwargs) -> [Layer7SummaryV2Response]() GET/radar/attacks/layer7/summary/{dimension} ##### [Get layer 7 attacks time series](https://developers.cloudflare.com/api/python/resources/radar/subresources/attacks/subresources/layer7/methods/timeseries) radar.attacks.layer7.timeseries(Layer7TimeseriesParams\*\*kwargs) -> [Layer7TimeseriesResponse]() GET/radar/attacks/layer7/timeseries ##### [Get layer 7 attacks time series grouped by dimension](https://developers.cloudflare.com/api/python/resources/radar/subresources/attacks/subresources/layer7/methods/timeseries_groups_v2) radar.attacks.layer7.timeseries\_groups\_v2(Literal\["HTTP\_METHOD", "HTTP\_VERSION", "IP\_VERSION", 4 more]dimension, Layer7TimeseriesGroupsV2Params\*\*kwargs) -> [Layer7TimeseriesGroupsV2Response]() GET/radar/attacks/layer7/timeseries\_groups/{dimension} ##### ModelsExpand Collapse
class Layer7SummaryV2Response: …
meta: Meta Metadata for the results.
confidence\_info: MetaConfidenceInfo
annotations: List\[MetaConfidenceInfoAnnotation]
data\_source: Literal\["ALL", "AI\_BOTS", "AI\_GATEWAY", 22 more] Data source for annotations. One of the following: "ALL" Link to this property "AI\_BOTS" Link to this property "AI\_GATEWAY" Link to this property "BGP" Link to this property "BOTS" Link to this property "CONNECTION\_ANOMALY" Link to this property "CT" Link to this property "DNS" Link to this property "DNS\_MAGNITUDE" Link to this property "DNS\_AS112" Link to this property "DOS" Link to this property "EMAIL\_ROUTING" Link to this property "EMAIL\_SECURITY" Link to this property "FW" Link to this property "FW\_PG" Link to this property "HTTP" Link to this property "HTTP\_CONTROL" Link to this property "HTTP\_CRAWLER\_REFERER" Link to this property "HTTP\_ORIGINS" Link to this property "IQI" Link to this property "LEAKED\_CREDENTIALS" Link to this property "NET" Link to this property "ROBOTS\_TXT" Link to this property "SPEED" Link to this property "WORKERS\_AI" Link to this property
Link to this property description: str Link to this property end\_date: datetime formatdate-time Link to this property
event\_type: Literal\["GENERAL", "OUTAGE", "PARTIAL\_PROJECTION", 2 more] Event type for annotations. One of the following: "GENERAL" Link to this property "OUTAGE" Link to this property "PARTIAL\_PROJECTION" Link to this property "PIPELINE" Link to this property "TRAFFIC\_ANOMALY" Link to this property
Link to this property is\_instantaneous: bool Whether event is a single point in time or a time range. Link to this property linked\_url: str formaturi Link to this property start\_date: datetime formatdate-time Link to this property tags: Optional\[List\[str]] Link to this property
Link to this property level: int Provides an indication of how much confidence Cloudflare has in the data. Link to this property
Link to this property
date\_range: List\[MetaDateRange] end\_time: datetime Adjusted end of date range. formatdate-time Link to this property start\_time: datetime Adjusted start of date range. formatdate-time Link to this property
Link to this property last\_updated: datetime Timestamp of the last dataset update. formatdate-time Link to this property
normalization: Literal\["PERCENTAGE", "MIN0\_MAX", "MIN\_MAX", 5 more] Normalization method applied to the results. Refer to Normalization methods. One of the following: "PERCENTAGE" Link to this property "MIN0\_MAX" Link to this property "MIN\_MAX" Link to this property "RAW\_VALUES" Link to this property "PERCENTAGE\_CHANGE" Link to this property "ROLLING\_AVERAGE" Link to this property "OVERLAPPED\_PERCENTAGE" Link to this property "RATIO" Link to this property
Link to this property
units: List\[MetaUnit] Measurement units for the results. name: str Link to this property value: str Link to this property
Link to this property
Link to this property summary\_0: Dict\[str, str] Link to this property
[Link to this property](<#(resource)%20radar.attacks.layer7%20%3E%20(model)%20layer7_summary_v2_response%20%3E%20(schema)>)
class Layer7TimeseriesResponse: …
meta: Meta Metadata for the results.
agg\_interval: Literal\["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. One of the following: "FIFTEEN\_MINUTES" Link to this property "ONE\_HOUR" Link to this property "ONE\_DAY" Link to this property "ONE\_WEEK" Link to this property "ONE\_MONTH" Link to this property
Link to this property
confidence\_info: MetaConfidenceInfo
annotations: List\[MetaConfidenceInfoAnnotation]
data\_source: Literal\["ALL", "AI\_BOTS", "AI\_GATEWAY", 22 more] Data source for annotations. One of the following: "ALL" Link to this property "AI\_BOTS" Link to this property "AI\_GATEWAY" Link to this property "BGP" Link to this property "BOTS" Link to this property "CONNECTION\_ANOMALY" Link to this property "CT" Link to this property "DNS" Link to this property "DNS\_MAGNITUDE" Link to this property "DNS\_AS112" Link to this property "DOS" Link to this property "EMAIL\_ROUTING" Link to this property "EMAIL\_SECURITY" Link to this property "FW" Link to this property "FW\_PG" Link to this property "HTTP" Link to this property "HTTP\_CONTROL" Link to this property "HTTP\_CRAWLER\_REFERER" Link to this property "HTTP\_ORIGINS" Link to this property "IQI" Link to this property "LEAKED\_CREDENTIALS" Link to this property "NET" Link to this property "ROBOTS\_TXT" Link to this property "SPEED" Link to this property "WORKERS\_AI" Link to this property
Link to this property description: str Link to this property end\_date: datetime formatdate-time Link to this property
event\_type: Literal\["GENERAL", "OUTAGE", "PARTIAL\_PROJECTION", 2 more] Event type for annotations. One of the following: "GENERAL" Link to this property "OUTAGE" Link to this property "PARTIAL\_PROJECTION" Link to this property "PIPELINE" Link to this property "TRAFFIC\_ANOMALY" Link to this property
Link to this property is\_instantaneous: bool Whether event is a single point in time or a time range. Link to this property linked\_url: str formaturi Link to this property start\_date: datetime formatdate-time Link to this property tags: Optional\[List\[str]] Link to this property
Link to this property level: int Provides an indication of how much confidence Cloudflare has in the data. Link to this property
Link to this property
date\_range: List\[MetaDateRange] end\_time: datetime Adjusted end of date range. formatdate-time Link to this property start\_time: datetime Adjusted start of date range. formatdate-time Link to this property
Link to this property last\_updated: datetime Timestamp of the last dataset update. formatdate-time Link to this property
normalization: Literal\["PERCENTAGE", "MIN0\_MAX", "MIN\_MAX", 5 more] Normalization method applied to the results. Refer to Normalization methods. One of the following: "PERCENTAGE" Link to this property "MIN0\_MAX" Link to this property "MIN\_MAX" Link to this property "RAW\_VALUES" Link to this property "PERCENTAGE\_CHANGE" Link to this property "ROLLING\_AVERAGE" Link to this property "OVERLAPPED\_PERCENTAGE" Link to this property "RATIO" Link to this property
Link to this property
units: List\[MetaUnit] Measurement units for the results. name: str Link to this property value: str Link to this property
Link to this property
Link to this property
serie\_0: Serie0 timestamps: List\[datetime] Link to this property values: List\[str] Link to this property
Link to this property
[Link to this property](<#(resource)%20radar.attacks.layer7%20%3E%20(model)%20layer7_timeseries_response%20%3E%20(schema)>)
class Layer7TimeseriesGroupsV2Response: …
meta: Meta Metadata for the results.
agg\_interval: Literal\["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. One of the following: "FIFTEEN\_MINUTES" Link to this property "ONE\_HOUR" Link to this property "ONE\_DAY" Link to this property "ONE\_WEEK" Link to this property "ONE\_MONTH" Link to this property
Link to this property
confidence\_info: MetaConfidenceInfo
annotations: List\[MetaConfidenceInfoAnnotation]
data\_source: Literal\["ALL", "AI\_BOTS", "AI\_GATEWAY", 22 more] Data source for annotations. One of the following: "ALL" Link to this property "AI\_BOTS" Link to this property "AI\_GATEWAY" Link to this property "BGP" Link to this property "BOTS" Link to this property "CONNECTION\_ANOMALY" Link to this property "CT" Link to this property "DNS" Link to this property "DNS\_MAGNITUDE" Link to this property "DNS\_AS112" Link to this property "DOS" Link to this property "EMAIL\_ROUTING" Link to this property "EMAIL\_SECURITY" Link to this property "FW" Link to this property "FW\_PG" Link to this property "HTTP" Link to this property "HTTP\_CONTROL" Link to this property "HTTP\_CRAWLER\_REFERER" Link to this property "HTTP\_ORIGINS" Link to this property "IQI" Link to this property "LEAKED\_CREDENTIALS" Link to this property "NET" Link to this property "ROBOTS\_TXT" Link to this property "SPEED" Link to this property "WORKERS\_AI" Link to this property
Link to this property description: str Link to this property end\_date: datetime formatdate-time Link to this property
event\_type: Literal\["GENERAL", "OUTAGE", "PARTIAL\_PROJECTION", 2 more] Event type for annotations. One of the following: "GENERAL" Link to this property "OUTAGE" Link to this property "PARTIAL\_PROJECTION" Link to this property "PIPELINE" Link to this property "TRAFFIC\_ANOMALY" Link to this property
Link to this property is\_instantaneous: bool Whether event is a single point in time or a time range. Link to this property linked\_url: str formaturi Link to this property start\_date: datetime formatdate-time Link to this property tags: Optional\[List\[str]] Link to this property
Link to this property level: int Provides an indication of how much confidence Cloudflare has in the data. Link to this property
Link to this property
date\_range: List\[MetaDateRange] end\_time: datetime Adjusted end of date range. formatdate-time Link to this property start\_time: datetime Adjusted start of date range. formatdate-time Link to this property
Link to this property last\_updated: datetime Timestamp of the last dataset update. formatdate-time Link to this property
normalization: Literal\["PERCENTAGE", "MIN0\_MAX", "MIN\_MAX", 5 more] Normalization method applied to the results. Refer to Normalization methods. One of the following: "PERCENTAGE" Link to this property "MIN0\_MAX" Link to this property "MIN\_MAX" Link to this property "RAW\_VALUES" Link to this property "PERCENTAGE\_CHANGE" Link to this property "ROLLING\_AVERAGE" Link to this property "OVERLAPPED\_PERCENTAGE" Link to this property "RATIO" Link to this property
Link to this property
units: List\[MetaUnit] Measurement units for the results. name: str Link to this property value: str Link to this property
Link to this property
Link to this property
serie\_0: Serie0 timestamps: List\[datetime] Link to this property
Link to this property
[Link to this property](<#(resource)%20radar.attacks.layer7%20%3E%20(model)%20layer7_timeseries_groups_v2_response%20%3E%20(schema)>) #### AttacksLayer7Summary ##### [Get layer 7 attacks by IP version summary](https://developers.cloudflare.com/api/python/resources/radar/subresources/attacks/subresources/layer7/subresources/summary/methods/ip_version) Deprecated radar.attacks.layer7.summary.ip\_version(SummaryIPVersionParams\*\*kwargs) -> [SummaryIPVersionResponse]() GET/radar/attacks/layer7/summary/ip\_version ##### [Get layer 7 attacks by HTTP method summary](https://developers.cloudflare.com/api/python/resources/radar/subresources/attacks/subresources/layer7/subresources/summary/methods/http_method) Deprecated radar.attacks.layer7.summary.http\_method(SummaryHTTPMethodParams\*\*kwargs) -> [SummaryHTTPMethodResponse]() GET/radar/attacks/layer7/summary/http\_method ##### [Get layer 7 attacks by HTTP version summary](https://developers.cloudflare.com/api/python/resources/radar/subresources/attacks/subresources/layer7/subresources/summary/methods/http_version) Deprecated radar.attacks.layer7.summary.http\_version(SummaryHTTPVersionParams\*\*kwargs) -> [SummaryHTTPVersionResponse]() GET/radar/attacks/layer7/summary/http\_version ##### [Get layer 7 attacks by managed rules summary](https://developers.cloudflare.com/api/python/resources/radar/subresources/attacks/subresources/layer7/subresources/summary/methods/managed_rules) Deprecated radar.attacks.layer7.summary.managed\_rules(SummaryManagedRulesParams\*\*kwargs) -> [SummaryManagedRulesResponse]() GET/radar/attacks/layer7/summary/managed\_rules ##### [Get layer 7 attacks by mitigation product summary](https://developers.cloudflare.com/api/python/resources/radar/subresources/attacks/subresources/layer7/subresources/summary/methods/mitigation_product) Deprecated radar.attacks.layer7.summary.mitigation\_product(SummaryMitigationProductParams\*\*kwargs) -> [SummaryMitigationProductResponse]() GET/radar/attacks/layer7/summary/mitigation\_product ##### [Get layer 7 attacks by targeted industry summary](https://developers.cloudflare.com/api/python/resources/radar/subresources/attacks/subresources/layer7/subresources/summary/methods/industry) Deprecated radar.attacks.layer7.summary.industry(SummaryIndustryParams\*\*kwargs) -> [SummaryIndustryResponse]() GET/radar/attacks/layer7/summary/industry ##### [Get layer 7 attacks by targeted vertical summary](https://developers.cloudflare.com/api/python/resources/radar/subresources/attacks/subresources/layer7/subresources/summary/methods/vertical) Deprecated radar.attacks.layer7.summary.vertical(SummaryVerticalParams\*\*kwargs) -> [SummaryVerticalResponse]() GET/radar/attacks/layer7/summary/vertical ##### ModelsExpand Collapse
class SummaryIPVersionResponse: …
meta: Meta Metadata for the results.
confidence\_info: MetaConfidenceInfo
annotations: List\[MetaConfidenceInfoAnnotation]
data\_source: Literal\["ALL", "AI\_BOTS", "AI\_GATEWAY", 22 more] Data source for annotations. One of the following: "ALL" Link to this property "AI\_BOTS" Link to this property "AI\_GATEWAY" Link to this property "BGP" Link to this property "BOTS" Link to this property "CONNECTION\_ANOMALY" Link to this property "CT" Link to this property "DNS" Link to this property "DNS\_MAGNITUDE" Link to this property "DNS\_AS112" Link to this property "DOS" Link to this property "EMAIL\_ROUTING" Link to this property "EMAIL\_SECURITY" Link to this property "FW" Link to this property "FW\_PG" Link to this property "HTTP" Link to this property "HTTP\_CONTROL" Link to this property "HTTP\_CRAWLER\_REFERER" Link to this property "HTTP\_ORIGINS" Link to this property "IQI" Link to this property "LEAKED\_CREDENTIALS" Link to this property "NET" Link to this property "ROBOTS\_TXT" Link to this property "SPEED" Link to this property "WORKERS\_AI" Link to this property
Link to this property description: str Link to this property end\_date: datetime formatdate-time Link to this property
event\_type: Literal\["GENERAL", "OUTAGE", "PARTIAL\_PROJECTION", 2 more] Event type for annotations. One of the following: "GENERAL" Link to this property "OUTAGE" Link to this property "PARTIAL\_PROJECTION" Link to this property "PIPELINE" Link to this property "TRAFFIC\_ANOMALY" Link to this property
Link to this property is\_instantaneous: bool Whether event is a single point in time or a time range. Link to this property linked\_url: str formaturi Link to this property start\_date: datetime formatdate-time Link to this property tags: Optional\[List\[str]] Link to this property
Link to this property level: int Provides an indication of how much confidence Cloudflare has in the data. Link to this property
Link to this property
date\_range: List\[MetaDateRange] end\_time: datetime Adjusted end of date range. formatdate-time Link to this property start\_time: datetime Adjusted start of date range. formatdate-time Link to this property
Link to this property last\_updated: datetime Timestamp of the last dataset update. formatdate-time Link to this property
normalization: Literal\["PERCENTAGE", "MIN0\_MAX", "MIN\_MAX", 5 more] Normalization method applied to the results. Refer to Normalization methods. One of the following: "PERCENTAGE" Link to this property "MIN0\_MAX" Link to this property "MIN\_MAX" Link to this property "RAW\_VALUES" Link to this property "PERCENTAGE\_CHANGE" Link to this property "ROLLING\_AVERAGE" Link to this property "OVERLAPPED\_PERCENTAGE" Link to this property "RATIO" Link to this property
Link to this property
units: List\[MetaUnit] Measurement units for the results. name: str Link to this property value: str Link to this property
Link to this property
Link to this property
summary\_0: Summary0 i\_pv4: str Link to this property i\_pv6: str Link to this property
Link to this property
[Link to this property](<#(resource)%20radar.attacks.layer7.summary%20%3E%20(model)%20summary_ip_version_response%20%3E%20(schema)>)
class SummaryHTTPMethodResponse: …
meta: Meta Metadata for the results.
confidence\_info: MetaConfidenceInfo
annotations: List\[MetaConfidenceInfoAnnotation]
data\_source: Literal\["ALL", "AI\_BOTS", "AI\_GATEWAY", 22 more] Data source for annotations. One of the following: "ALL" Link to this property "AI\_BOTS" Link to this property "AI\_GATEWAY" Link to this property "BGP" Link to this property "BOTS" Link to this property "CONNECTION\_ANOMALY" Link to this property "CT" Link to this property "DNS" Link to this property "DNS\_MAGNITUDE" Link to this property "DNS\_AS112" Link to this property "DOS" Link to this property "EMAIL\_ROUTING" Link to this property "EMAIL\_SECURITY" Link to this property "FW" Link to this property "FW\_PG" Link to this property "HTTP" Link to this property "HTTP\_CONTROL" Link to this property "HTTP\_CRAWLER\_REFERER" Link to this property "HTTP\_ORIGINS" Link to this property "IQI" Link to this property "LEAKED\_CREDENTIALS" Link to this property "NET" Link to this property "ROBOTS\_TXT" Link to this property "SPEED" Link to this property "WORKERS\_AI" Link to this property
Link to this property description: str Link to this property end\_date: datetime formatdate-time Link to this property
event\_type: Literal\["GENERAL", "OUTAGE", "PARTIAL\_PROJECTION", 2 more] Event type for annotations. One of the following: "GENERAL" Link to this property "OUTAGE" Link to this property "PARTIAL\_PROJECTION" Link to this property "PIPELINE" Link to this property "TRAFFIC\_ANOMALY" Link to this property
Link to this property is\_instantaneous: bool Whether event is a single point in time or a time range. Link to this property linked\_url: str formaturi Link to this property start\_date: datetime formatdate-time Link to this property tags: Optional\[List\[str]] Link to this property
Link to this property level: int Provides an indication of how much confidence Cloudflare has in the data. Link to this property
Link to this property
date\_range: List\[MetaDateRange] end\_time: datetime Adjusted end of date range. formatdate-time Link to this property start\_time: datetime Adjusted start of date range. formatdate-time Link to this property
Link to this property last\_updated: datetime Timestamp of the last dataset update. formatdate-time Link to this property
normalization: Literal\["PERCENTAGE", "MIN0\_MAX", "MIN\_MAX", 5 more] Normalization method applied to the results. Refer to Normalization methods. One of the following: "PERCENTAGE" Link to this property "MIN0\_MAX" Link to this property "MIN\_MAX" Link to this property "RAW\_VALUES" Link to this property "PERCENTAGE\_CHANGE" Link to this property "ROLLING\_AVERAGE" Link to this property "OVERLAPPED\_PERCENTAGE" Link to this property "RATIO" Link to this property
Link to this property
units: List\[MetaUnit] Measurement units for the results. name: str Link to this property value: str Link to this property
Link to this property
Link to this property summary\_0: Dict\[str, str] Link to this property
[Link to this property](<#(resource)%20radar.attacks.layer7.summary%20%3E%20(model)%20summary_http_method_response%20%3E%20(schema)>)
class SummaryHTTPVersionResponse: …
meta: Meta Metadata for the results.
confidence\_info: MetaConfidenceInfo
annotations: List\[MetaConfidenceInfoAnnotation]
data\_source: Literal\["ALL", "AI\_BOTS", "AI\_GATEWAY", 22 more] Data source for annotations. One of the following: "ALL" Link to this property "AI\_BOTS" Link to this property "AI\_GATEWAY" Link to this property "BGP" Link to this property "BOTS" Link to this property "CONNECTION\_ANOMALY" Link to this property "CT" Link to this property "DNS" Link to this property "DNS\_MAGNITUDE" Link to this property "DNS\_AS112" Link to this property "DOS" Link to this property "EMAIL\_ROUTING" Link to this property "EMAIL\_SECURITY" Link to this property "FW" Link to this property "FW\_PG" Link to this property "HTTP" Link to this property "HTTP\_CONTROL" Link to this property "HTTP\_CRAWLER\_REFERER" Link to this property "HTTP\_ORIGINS" Link to this property "IQI" Link to this property "LEAKED\_CREDENTIALS" Link to this property "NET" Link to this property "ROBOTS\_TXT" Link to this property "SPEED" Link to this property "WORKERS\_AI" Link to this property
Link to this property description: str Link to this property end\_date: datetime formatdate-time Link to this property
event\_type: Literal\["GENERAL", "OUTAGE", "PARTIAL\_PROJECTION", 2 more] Event type for annotations. One of the following: "GENERAL" Link to this property "OUTAGE" Link to this property "PARTIAL\_PROJECTION" Link to this property "PIPELINE" Link to this property "TRAFFIC\_ANOMALY" Link to this property
Link to this property is\_instantaneous: bool Whether event is a single point in time or a time range. Link to this property linked\_url: str formaturi Link to this property start\_date: datetime formatdate-time Link to this property tags: Optional\[List\[str]] Link to this property
Link to this property level: int Provides an indication of how much confidence Cloudflare has in the data. Link to this property
Link to this property
date\_range: List\[MetaDateRange] end\_time: datetime Adjusted end of date range. formatdate-time Link to this property start\_time: datetime Adjusted start of date range. formatdate-time Link to this property
Link to this property last\_updated: datetime Timestamp of the last dataset update. formatdate-time Link to this property
normalization: Literal\["PERCENTAGE", "MIN0\_MAX", "MIN\_MAX", 5 more] Normalization method applied to the results. Refer to Normalization methods. One of the following: "PERCENTAGE" Link to this property "MIN0\_MAX" Link to this property "MIN\_MAX" Link to this property "RAW\_VALUES" Link to this property "PERCENTAGE\_CHANGE" Link to this property "ROLLING\_AVERAGE" Link to this property "OVERLAPPED\_PERCENTAGE" Link to this property "RATIO" Link to this property
Link to this property
units: List\[MetaUnit] Measurement units for the results. name: str Link to this property value: str Link to this property
Link to this property
Link to this property
summary\_0: Summary0 http\_1\_x: str Link to this property http\_2: str Link to this property http\_3: str Link to this property
Link to this property
[Link to this property](<#(resource)%20radar.attacks.layer7.summary%20%3E%20(model)%20summary_http_version_response%20%3E%20(schema)>)
class SummaryManagedRulesResponse: …
meta: Meta Metadata for the results.
confidence\_info: MetaConfidenceInfo
annotations: List\[MetaConfidenceInfoAnnotation]
data\_source: Literal\["ALL", "AI\_BOTS", "AI\_GATEWAY", 22 more] Data source for annotations. One of the following: "ALL" Link to this property "AI\_BOTS" Link to this property "AI\_GATEWAY" Link to this property "BGP" Link to this property "BOTS" Link to this property "CONNECTION\_ANOMALY" Link to this property "CT" Link to this property "DNS" Link to this property "DNS\_MAGNITUDE" Link to this property "DNS\_AS112" Link to this property "DOS" Link to this property "EMAIL\_ROUTING" Link to this property "EMAIL\_SECURITY" Link to this property "FW" Link to this property "FW\_PG" Link to this property "HTTP" Link to this property "HTTP\_CONTROL" Link to this property "HTTP\_CRAWLER\_REFERER" Link to this property "HTTP\_ORIGINS" Link to this property "IQI" Link to this property "LEAKED\_CREDENTIALS" Link to this property "NET" Link to this property "ROBOTS\_TXT" Link to this property "SPEED" Link to this property "WORKERS\_AI" Link to this property
Link to this property description: str Link to this property end\_date: datetime formatdate-time Link to this property
event\_type: Literal\["GENERAL", "OUTAGE", "PARTIAL\_PROJECTION", 2 more] Event type for annotations. One of the following: "GENERAL" Link to this property "OUTAGE" Link to this property "PARTIAL\_PROJECTION" Link to this property "PIPELINE" Link to this property "TRAFFIC\_ANOMALY" Link to this property
Link to this property is\_instantaneous: bool Whether event is a single point in time or a time range. Link to this property linked\_url: str formaturi Link to this property start\_date: datetime formatdate-time Link to this property tags: Optional\[List\[str]] Link to this property
Link to this property level: int Provides an indication of how much confidence Cloudflare has in the data. Link to this property
Link to this property
date\_range: List\[MetaDateRange] end\_time: datetime Adjusted end of date range. formatdate-time Link to this property start\_time: datetime Adjusted start of date range. formatdate-time Link to this property
Link to this property last\_updated: datetime Timestamp of the last dataset update. formatdate-time Link to this property
normalization: Literal\["PERCENTAGE", "MIN0\_MAX", "MIN\_MAX", 5 more] Normalization method applied to the results. Refer to Normalization methods. One of the following: "PERCENTAGE" Link to this property "MIN0\_MAX" Link to this property "MIN\_MAX" Link to this property "RAW\_VALUES" Link to this property "PERCENTAGE\_CHANGE" Link to this property "ROLLING\_AVERAGE" Link to this property "OVERLAPPED\_PERCENTAGE" Link to this property "RATIO" Link to this property
Link to this property
units: List\[MetaUnit] Measurement units for the results. name: str Link to this property value: str Link to this property
Link to this property
Link to this property summary\_0: Dict\[str, str] Link to this property
[Link to this property](<#(resource)%20radar.attacks.layer7.summary%20%3E%20(model)%20summary_managed_rules_response%20%3E%20(schema)>)
class SummaryMitigationProductResponse: …
meta: Meta Metadata for the results.
confidence\_info: MetaConfidenceInfo
annotations: List\[MetaConfidenceInfoAnnotation]
data\_source: Literal\["ALL", "AI\_BOTS", "AI\_GATEWAY", 22 more] Data source for annotations. One of the following: "ALL" Link to this property "AI\_BOTS" Link to this property "AI\_GATEWAY" Link to this property "BGP" Link to this property "BOTS" Link to this property "CONNECTION\_ANOMALY" Link to this property "CT" Link to this property "DNS" Link to this property "DNS\_MAGNITUDE" Link to this property "DNS\_AS112" Link to this property "DOS" Link to this property "EMAIL\_ROUTING" Link to this property "EMAIL\_SECURITY" Link to this property "FW" Link to this property "FW\_PG" Link to this property "HTTP" Link to this property "HTTP\_CONTROL" Link to this property "HTTP\_CRAWLER\_REFERER" Link to this property "HTTP\_ORIGINS" Link to this property "IQI" Link to this property "LEAKED\_CREDENTIALS" Link to this property "NET" Link to this property "ROBOTS\_TXT" Link to this property "SPEED" Link to this property "WORKERS\_AI" Link to this property
Link to this property description: str Link to this property end\_date: datetime formatdate-time Link to this property
event\_type: Literal\["GENERAL", "OUTAGE", "PARTIAL\_PROJECTION", 2 more] Event type for annotations. One of the following: "GENERAL" Link to this property "OUTAGE" Link to this property "PARTIAL\_PROJECTION" Link to this property "PIPELINE" Link to this property "TRAFFIC\_ANOMALY" Link to this property
Link to this property is\_instantaneous: bool Whether event is a single point in time or a time range. Link to this property linked\_url: str formaturi Link to this property start\_date: datetime formatdate-time Link to this property tags: Optional\[List\[str]] Link to this property
Link to this property level: int Provides an indication of how much confidence Cloudflare has in the data. Link to this property
Link to this property
date\_range: List\[MetaDateRange] end\_time: datetime Adjusted end of date range. formatdate-time Link to this property start\_time: datetime Adjusted start of date range. formatdate-time Link to this property
Link to this property last\_updated: datetime Timestamp of the last dataset update. formatdate-time Link to this property
normalization: Literal\["PERCENTAGE", "MIN0\_MAX", "MIN\_MAX", 5 more] Normalization method applied to the results. Refer to Normalization methods. One of the following: "PERCENTAGE" Link to this property "MIN0\_MAX" Link to this property "MIN\_MAX" Link to this property "RAW\_VALUES" Link to this property "PERCENTAGE\_CHANGE" Link to this property "ROLLING\_AVERAGE" Link to this property "OVERLAPPED\_PERCENTAGE" Link to this property "RATIO" Link to this property
Link to this property
units: List\[MetaUnit] Measurement units for the results. name: str Link to this property value: str Link to this property
Link to this property
Link to this property summary\_0: Dict\[str, str] Link to this property
[Link to this property](<#(resource)%20radar.attacks.layer7.summary%20%3E%20(model)%20summary_mitigation_product_response%20%3E%20(schema)>)
class SummaryIndustryResponse: …
meta: Meta Metadata for the results.
confidence\_info: MetaConfidenceInfo
annotations: List\[MetaConfidenceInfoAnnotation]
data\_source: Literal\["ALL", "AI\_BOTS", "AI\_GATEWAY", 22 more] Data source for annotations. One of the following: "ALL" Link to this property "AI\_BOTS" Link to this property "AI\_GATEWAY" Link to this property "BGP" Link to this property "BOTS" Link to this property "CONNECTION\_ANOMALY" Link to this property "CT" Link to this property "DNS" Link to this property "DNS\_MAGNITUDE" Link to this property "DNS\_AS112" Link to this property "DOS" Link to this property "EMAIL\_ROUTING" Link to this property "EMAIL\_SECURITY" Link to this property "FW" Link to this property "FW\_PG" Link to this property "HTTP" Link to this property "HTTP\_CONTROL" Link to this property "HTTP\_CRAWLER\_REFERER" Link to this property "HTTP\_ORIGINS" Link to this property "IQI" Link to this property "LEAKED\_CREDENTIALS" Link to this property "NET" Link to this property "ROBOTS\_TXT" Link to this property "SPEED" Link to this property "WORKERS\_AI" Link to this property
Link to this property description: str Link to this property end\_date: datetime formatdate-time Link to this property
event\_type: Literal\["GENERAL", "OUTAGE", "PARTIAL\_PROJECTION", 2 more] Event type for annotations. One of the following: "GENERAL" Link to this property "OUTAGE" Link to this property "PARTIAL\_PROJECTION" Link to this property "PIPELINE" Link to this property "TRAFFIC\_ANOMALY" Link to this property
Link to this property is\_instantaneous: bool Whether event is a single point in time or a time range. Link to this property linked\_url: str formaturi Link to this property start\_date: datetime formatdate-time Link to this property tags: Optional\[List\[str]] Link to this property
Link to this property level: int Provides an indication of how much confidence Cloudflare has in the data. Link to this property
Link to this property
date\_range: List\[MetaDateRange] end\_time: datetime Adjusted end of date range. formatdate-time Link to this property start\_time: datetime Adjusted start of date range. formatdate-time Link to this property
Link to this property last\_updated: datetime Timestamp of the last dataset update. formatdate-time Link to this property
normalization: Literal\["PERCENTAGE", "MIN0\_MAX", "MIN\_MAX", 5 more] Normalization method applied to the results. Refer to Normalization methods. One of the following: "PERCENTAGE" Link to this property "MIN0\_MAX" Link to this property "MIN\_MAX" Link to this property "RAW\_VALUES" Link to this property "PERCENTAGE\_CHANGE" Link to this property "ROLLING\_AVERAGE" Link to this property "OVERLAPPED\_PERCENTAGE" Link to this property "RATIO" Link to this property
Link to this property
units: List\[MetaUnit] Measurement units for the results. name: str Link to this property value: str Link to this property
Link to this property
Link to this property summary\_0: Dict\[str, str] Link to this property
[Link to this property](<#(resource)%20radar.attacks.layer7.summary%20%3E%20(model)%20summary_industry_response%20%3E%20(schema)>)
class SummaryVerticalResponse: …
meta: Meta Metadata for the results.
confidence\_info: MetaConfidenceInfo
annotations: List\[MetaConfidenceInfoAnnotation]
data\_source: Literal\["ALL", "AI\_BOTS", "AI\_GATEWAY", 22 more] Data source for annotations. One of the following: "ALL" Link to this property "AI\_BOTS" Link to this property "AI\_GATEWAY" Link to this property "BGP" Link to this property "BOTS" Link to this property "CONNECTION\_ANOMALY" Link to this property "CT" Link to this property "DNS" Link to this property "DNS\_MAGNITUDE" Link to this property "DNS\_AS112" Link to this property "DOS" Link to this property "EMAIL\_ROUTING" Link to this property "EMAIL\_SECURITY" Link to this property "FW" Link to this property "FW\_PG" Link to this property "HTTP" Link to this property "HTTP\_CONTROL" Link to this property "HTTP\_CRAWLER\_REFERER" Link to this property "HTTP\_ORIGINS" Link to this property "IQI" Link to this property "LEAKED\_CREDENTIALS" Link to this property "NET" Link to this property "ROBOTS\_TXT" Link to this property "SPEED" Link to this property "WORKERS\_AI" Link to this property
Link to this property description: str Link to this property end\_date: datetime formatdate-time Link to this property
event\_type: Literal\["GENERAL", "OUTAGE", "PARTIAL\_PROJECTION", 2 more] Event type for annotations. One of the following: "GENERAL" Link to this property "OUTAGE" Link to this property "PARTIAL\_PROJECTION" Link to this property "PIPELINE" Link to this property "TRAFFIC\_ANOMALY" Link to this property
Link to this property is\_instantaneous: bool Whether event is a single point in time or a time range. Link to this property linked\_url: str formaturi Link to this property start\_date: datetime formatdate-time Link to this property tags: Optional\[List\[str]] Link to this property
Link to this property level: int Provides an indication of how much confidence Cloudflare has in the data. Link to this property
Link to this property
date\_range: List\[MetaDateRange] end\_time: datetime Adjusted end of date range. formatdate-time Link to this property start\_time: datetime Adjusted start of date range. formatdate-time Link to this property
Link to this property last\_updated: datetime Timestamp of the last dataset update. formatdate-time Link to this property
normalization: Literal\["PERCENTAGE", "MIN0\_MAX", "MIN\_MAX", 5 more] Normalization method applied to the results. Refer to Normalization methods. One of the following: "PERCENTAGE" Link to this property "MIN0\_MAX" Link to this property "MIN\_MAX" Link to this property "RAW\_VALUES" Link to this property "PERCENTAGE\_CHANGE" Link to this property "ROLLING\_AVERAGE" Link to this property "OVERLAPPED\_PERCENTAGE" Link to this property "RATIO" Link to this property
Link to this property
units: List\[MetaUnit] Measurement units for the results. name: str Link to this property value: str Link to this property
Link to this property
Link to this property summary\_0: Dict\[str, str] Link to this property
[Link to this property](<#(resource)%20radar.attacks.layer7.summary%20%3E%20(model)%20summary_vertical_response%20%3E%20(schema)>) #### AttacksLayer7Timeseries Groups ##### [Get layer 7 attacks by target industries time series](https://developers.cloudflare.com/api/python/resources/radar/subresources/attacks/subresources/layer7/subresources/timeseries_groups/methods/industry) Deprecated radar.attacks.layer7.timeseries\_groups.industry(TimeseriesGroupIndustryParams\*\*kwargs) -> [TimeseriesGroupIndustryResponse]() GET/radar/attacks/layer7/timeseries\_groups/industry ##### [Get layer 7 attacks by IP version time series](https://developers.cloudflare.com/api/python/resources/radar/subresources/attacks/subresources/layer7/subresources/timeseries_groups/methods/ip_version) Deprecated radar.attacks.layer7.timeseries\_groups.ip\_version(TimeseriesGroupIPVersionParams\*\*kwargs) -> [TimeseriesGroupIPVersionResponse]() GET/radar/attacks/layer7/timeseries\_groups/ip\_version ##### [Get layer 7 attacks by vertical time series](https://developers.cloudflare.com/api/python/resources/radar/subresources/attacks/subresources/layer7/subresources/timeseries_groups/methods/vertical) Deprecated radar.attacks.layer7.timeseries\_groups.vertical(TimeseriesGroupVerticalParams\*\*kwargs) -> [TimeseriesGroupVerticalResponse]() GET/radar/attacks/layer7/timeseries\_groups/vertical ##### [Get layer 7 attacks by HTTP method time series](https://developers.cloudflare.com/api/python/resources/radar/subresources/attacks/subresources/layer7/subresources/timeseries_groups/methods/http_method) Deprecated radar.attacks.layer7.timeseries\_groups.http\_method(TimeseriesGroupHTTPMethodParams\*\*kwargs) -> [TimeseriesGroupHTTPMethodResponse]() GET/radar/attacks/layer7/timeseries\_groups/http\_method ##### [Get layer 7 attacks by HTTP version time series](https://developers.cloudflare.com/api/python/resources/radar/subresources/attacks/subresources/layer7/subresources/timeseries_groups/methods/http_version) Deprecated radar.attacks.layer7.timeseries\_groups.http\_version(TimeseriesGroupHTTPVersionParams\*\*kwargs) -> [TimeseriesGroupHTTPVersionResponse]() GET/radar/attacks/layer7/timeseries\_groups/http\_version ##### [Get layer 7 attacks by managed rules time series](https://developers.cloudflare.com/api/python/resources/radar/subresources/attacks/subresources/layer7/subresources/timeseries_groups/methods/managed_rules) Deprecated radar.attacks.layer7.timeseries\_groups.managed\_rules(TimeseriesGroupManagedRulesParams\*\*kwargs) -> [TimeseriesGroupManagedRulesResponse]() GET/radar/attacks/layer7/timeseries\_groups/managed\_rules ##### [Get layer 7 attacks by mitigation product time series](https://developers.cloudflare.com/api/python/resources/radar/subresources/attacks/subresources/layer7/subresources/timeseries_groups/methods/mitigation_product) Deprecated radar.attacks.layer7.timeseries\_groups.mitigation\_product(TimeseriesGroupMitigationProductParams\*\*kwargs) -> [TimeseriesGroupMitigationProductResponse]() GET/radar/attacks/layer7/timeseries\_groups/mitigation\_product ##### ModelsExpand Collapse
class TimeseriesGroupIndustryResponse: …
meta: Meta Metadata for the results.
agg\_interval: Literal\["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. One of the following: "FIFTEEN\_MINUTES" Link to this property "ONE\_HOUR" Link to this property "ONE\_DAY" Link to this property "ONE\_WEEK" Link to this property "ONE\_MONTH" Link to this property
Link to this property
confidence\_info: MetaConfidenceInfo
annotations: List\[MetaConfidenceInfoAnnotation]
data\_source: Literal\["ALL", "AI\_BOTS", "AI\_GATEWAY", 22 more] Data source for annotations. One of the following: "ALL" Link to this property "AI\_BOTS" Link to this property "AI\_GATEWAY" Link to this property "BGP" Link to this property "BOTS" Link to this property "CONNECTION\_ANOMALY" Link to this property "CT" Link to this property "DNS" Link to this property "DNS\_MAGNITUDE" Link to this property "DNS\_AS112" Link to this property "DOS" Link to this property "EMAIL\_ROUTING" Link to this property "EMAIL\_SECURITY" Link to this property "FW" Link to this property "FW\_PG" Link to this property "HTTP" Link to this property "HTTP\_CONTROL" Link to this property "HTTP\_CRAWLER\_REFERER" Link to this property "HTTP\_ORIGINS" Link to this property "IQI" Link to this property "LEAKED\_CREDENTIALS" Link to this property "NET" Link to this property "ROBOTS\_TXT" Link to this property "SPEED" Link to this property "WORKERS\_AI" Link to this property
Link to this property description: str Link to this property end\_date: datetime formatdate-time Link to this property
event\_type: Literal\["GENERAL", "OUTAGE", "PARTIAL\_PROJECTION", 2 more] Event type for annotations. One of the following: "GENERAL" Link to this property "OUTAGE" Link to this property "PARTIAL\_PROJECTION" Link to this property "PIPELINE" Link to this property "TRAFFIC\_ANOMALY" Link to this property
Link to this property is\_instantaneous: bool Whether event is a single point in time or a time range. Link to this property linked\_url: str formaturi Link to this property start\_date: datetime formatdate-time Link to this property tags: Optional\[List\[str]] Link to this property
Link to this property level: int Provides an indication of how much confidence Cloudflare has in the data. Link to this property
Link to this property
date\_range: List\[MetaDateRange] end\_time: datetime Adjusted end of date range. formatdate-time Link to this property start\_time: datetime Adjusted start of date range. formatdate-time Link to this property
Link to this property last\_updated: datetime Timestamp of the last dataset update. formatdate-time Link to this property
normalization: Literal\["PERCENTAGE", "MIN0\_MAX", "MIN\_MAX", 5 more] Normalization method applied to the results. Refer to Normalization methods. One of the following: "PERCENTAGE" Link to this property "MIN0\_MAX" Link to this property "MIN\_MAX" Link to this property "RAW\_VALUES" Link to this property "PERCENTAGE\_CHANGE" Link to this property "ROLLING\_AVERAGE" Link to this property "OVERLAPPED\_PERCENTAGE" Link to this property "RATIO" Link to this property
Link to this property
units: List\[MetaUnit] Measurement units for the results. name: str Link to this property value: str Link to this property
Link to this property
Link to this property
serie\_0: Serie0 timestamps: List\[datetime] Link to this property
Link to this property
[Link to this property](<#(resource)%20radar.attacks.layer7.timeseries_groups%20%3E%20(model)%20timeseries_group_industry_response%20%3E%20(schema)>)
class TimeseriesGroupIPVersionResponse: …
meta: Meta Metadata for the results.
agg\_interval: Literal\["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. One of the following: "FIFTEEN\_MINUTES" Link to this property "ONE\_HOUR" Link to this property "ONE\_DAY" Link to this property "ONE\_WEEK" Link to this property "ONE\_MONTH" Link to this property
Link to this property
confidence\_info: MetaConfidenceInfo
annotations: List\[MetaConfidenceInfoAnnotation]
data\_source: Literal\["ALL", "AI\_BOTS", "AI\_GATEWAY", 22 more] Data source for annotations. One of the following: "ALL" Link to this property "AI\_BOTS" Link to this property "AI\_GATEWAY" Link to this property "BGP" Link to this property "BOTS" Link to this property "CONNECTION\_ANOMALY" Link to this property "CT" Link to this property "DNS" Link to this property "DNS\_MAGNITUDE" Link to this property "DNS\_AS112" Link to this property "DOS" Link to this property "EMAIL\_ROUTING" Link to this property "EMAIL\_SECURITY" Link to this property "FW" Link to this property "FW\_PG" Link to this property "HTTP" Link to this property "HTTP\_CONTROL" Link to this property "HTTP\_CRAWLER\_REFERER" Link to this property "HTTP\_ORIGINS" Link to this property "IQI" Link to this property "LEAKED\_CREDENTIALS" Link to this property "NET" Link to this property "ROBOTS\_TXT" Link to this property "SPEED" Link to this property "WORKERS\_AI" Link to this property
Link to this property description: str Link to this property end\_date: datetime formatdate-time Link to this property
event\_type: Literal\["GENERAL", "OUTAGE", "PARTIAL\_PROJECTION", 2 more] Event type for annotations. One of the following: "GENERAL" Link to this property "OUTAGE" Link to this property "PARTIAL\_PROJECTION" Link to this property "PIPELINE" Link to this property "TRAFFIC\_ANOMALY" Link to this property
Link to this property is\_instantaneous: bool Whether event is a single point in time or a time range. Link to this property linked\_url: str formaturi Link to this property start\_date: datetime formatdate-time Link to this property tags: Optional\[List\[str]] Link to this property
Link to this property level: int Provides an indication of how much confidence Cloudflare has in the data. Link to this property
Link to this property
date\_range: List\[MetaDateRange] end\_time: datetime Adjusted end of date range. formatdate-time Link to this property start\_time: datetime Adjusted start of date range. formatdate-time Link to this property
Link to this property last\_updated: datetime Timestamp of the last dataset update. formatdate-time Link to this property
normalization: Literal\["PERCENTAGE", "MIN0\_MAX", "MIN\_MAX", 5 more] Normalization method applied to the results. Refer to Normalization methods. One of the following: "PERCENTAGE" Link to this property "MIN0\_MAX" Link to this property "MIN\_MAX" Link to this property "RAW\_VALUES" Link to this property "PERCENTAGE\_CHANGE" Link to this property "ROLLING\_AVERAGE" Link to this property "OVERLAPPED\_PERCENTAGE" Link to this property "RATIO" Link to this property
Link to this property
units: List\[MetaUnit] Measurement units for the results. name: str Link to this property value: str Link to this property
Link to this property
Link to this property
serie\_0: Serie0 i\_pv4: List\[str] Link to this property i\_pv6: List\[str] Link to this property timestamps: List\[datetime] Link to this property
Link to this property
[Link to this property](<#(resource)%20radar.attacks.layer7.timeseries_groups%20%3E%20(model)%20timeseries_group_ip_version_response%20%3E%20(schema)>)
class TimeseriesGroupVerticalResponse: …
meta: Meta Metadata for the results.
agg\_interval: Literal\["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. One of the following: "FIFTEEN\_MINUTES" Link to this property "ONE\_HOUR" Link to this property "ONE\_DAY" Link to this property "ONE\_WEEK" Link to this property "ONE\_MONTH" Link to this property
Link to this property
confidence\_info: MetaConfidenceInfo
annotations: List\[MetaConfidenceInfoAnnotation]
data\_source: Literal\["ALL", "AI\_BOTS", "AI\_GATEWAY", 22 more] Data source for annotations. One of the following: "ALL" Link to this property "AI\_BOTS" Link to this property "AI\_GATEWAY" Link to this property "BGP" Link to this property "BOTS" Link to this property "CONNECTION\_ANOMALY" Link to this property "CT" Link to this property "DNS" Link to this property "DNS\_MAGNITUDE" Link to this property "DNS\_AS112" Link to this property "DOS" Link to this property "EMAIL\_ROUTING" Link to this property "EMAIL\_SECURITY" Link to this property "FW" Link to this property "FW\_PG" Link to this property "HTTP" Link to this property "HTTP\_CONTROL" Link to this property "HTTP\_CRAWLER\_REFERER" Link to this property "HTTP\_ORIGINS" Link to this property "IQI" Link to this property "LEAKED\_CREDENTIALS" Link to this property "NET" Link to this property "ROBOTS\_TXT" Link to this property "SPEED" Link to this property "WORKERS\_AI" Link to this property
Link to this property description: str Link to this property end\_date: datetime formatdate-time Link to this property
event\_type: Literal\["GENERAL", "OUTAGE", "PARTIAL\_PROJECTION", 2 more] Event type for annotations. One of the following: "GENERAL" Link to this property "OUTAGE" Link to this property "PARTIAL\_PROJECTION" Link to this property "PIPELINE" Link to this property "TRAFFIC\_ANOMALY" Link to this property
Link to this property is\_instantaneous: bool Whether event is a single point in time or a time range. Link to this property linked\_url: str formaturi Link to this property start\_date: datetime formatdate-time Link to this property tags: Optional\[List\[str]] Link to this property
Link to this property level: int Provides an indication of how much confidence Cloudflare has in the data. Link to this property
Link to this property
date\_range: List\[MetaDateRange] end\_time: datetime Adjusted end of date range. formatdate-time Link to this property start\_time: datetime Adjusted start of date range. formatdate-time Link to this property
Link to this property last\_updated: datetime Timestamp of the last dataset update. formatdate-time Link to this property
normalization: Literal\["PERCENTAGE", "MIN0\_MAX", "MIN\_MAX", 5 more] Normalization method applied to the results. Refer to Normalization methods. One of the following: "PERCENTAGE" Link to this property "MIN0\_MAX" Link to this property "MIN\_MAX" Link to this property "RAW\_VALUES" Link to this property "PERCENTAGE\_CHANGE" Link to this property "ROLLING\_AVERAGE" Link to this property "OVERLAPPED\_PERCENTAGE" Link to this property "RATIO" Link to this property
Link to this property
units: List\[MetaUnit] Measurement units for the results. name: str Link to this property value: str Link to this property
Link to this property
Link to this property
serie\_0: Serie0 timestamps: List\[datetime] Link to this property
Link to this property
[Link to this property](<#(resource)%20radar.attacks.layer7.timeseries_groups%20%3E%20(model)%20timeseries_group_vertical_response%20%3E%20(schema)>)
class TimeseriesGroupHTTPMethodResponse: …
meta: Meta Metadata for the results.
agg\_interval: Literal\["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. One of the following: "FIFTEEN\_MINUTES" Link to this property "ONE\_HOUR" Link to this property "ONE\_DAY" Link to this property "ONE\_WEEK" Link to this property "ONE\_MONTH" Link to this property
Link to this property
confidence\_info: MetaConfidenceInfo
annotations: List\[MetaConfidenceInfoAnnotation]
data\_source: Literal\["ALL", "AI\_BOTS", "AI\_GATEWAY", 22 more] Data source for annotations. One of the following: "ALL" Link to this property "AI\_BOTS" Link to this property "AI\_GATEWAY" Link to this property "BGP" Link to this property "BOTS" Link to this property "CONNECTION\_ANOMALY" Link to this property "CT" Link to this property "DNS" Link to this property "DNS\_MAGNITUDE" Link to this property "DNS\_AS112" Link to this property "DOS" Link to this property "EMAIL\_ROUTING" Link to this property "EMAIL\_SECURITY" Link to this property "FW" Link to this property "FW\_PG" Link to this property "HTTP" Link to this property "HTTP\_CONTROL" Link to this property "HTTP\_CRAWLER\_REFERER" Link to this property "HTTP\_ORIGINS" Link to this property "IQI" Link to this property "LEAKED\_CREDENTIALS" Link to this property "NET" Link to this property "ROBOTS\_TXT" Link to this property "SPEED" Link to this property "WORKERS\_AI" Link to this property
Link to this property description: str Link to this property end\_date: datetime formatdate-time Link to this property
event\_type: Literal\["GENERAL", "OUTAGE", "PARTIAL\_PROJECTION", 2 more] Event type for annotations. One of the following: "GENERAL" Link to this property "OUTAGE" Link to this property "PARTIAL\_PROJECTION" Link to this property "PIPELINE" Link to this property "TRAFFIC\_ANOMALY" Link to this property
Link to this property is\_instantaneous: bool Whether event is a single point in time or a time range. Link to this property linked\_url: str formaturi Link to this property start\_date: datetime formatdate-time Link to this property tags: Optional\[List\[str]] Link to this property
Link to this property level: int Provides an indication of how much confidence Cloudflare has in the data. Link to this property
Link to this property
date\_range: List\[MetaDateRange] end\_time: datetime Adjusted end of date range. formatdate-time Link to this property start\_time: datetime Adjusted start of date range. formatdate-time Link to this property
Link to this property last\_updated: datetime Timestamp of the last dataset update. formatdate-time Link to this property
normalization: Literal\["PERCENTAGE", "MIN0\_MAX", "MIN\_MAX", 5 more] Normalization method applied to the results. Refer to Normalization methods. One of the following: "PERCENTAGE" Link to this property "MIN0\_MAX" Link to this property "MIN\_MAX" Link to this property "RAW\_VALUES" Link to this property "PERCENTAGE\_CHANGE" Link to this property "ROLLING\_AVERAGE" Link to this property "OVERLAPPED\_PERCENTAGE" Link to this property "RATIO" Link to this property
Link to this property
units: List\[MetaUnit] Measurement units for the results. name: str Link to this property value: str Link to this property
Link to this property
Link to this property
serie\_0: Serie0 timestamps: List\[datetime] Link to this property
Link to this property
[Link to this property](<#(resource)%20radar.attacks.layer7.timeseries_groups%20%3E%20(model)%20timeseries_group_http_method_response%20%3E%20(schema)>)
class TimeseriesGroupHTTPVersionResponse: …
meta: Meta Metadata for the results.
agg\_interval: Literal\["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. One of the following: "FIFTEEN\_MINUTES" Link to this property "ONE\_HOUR" Link to this property "ONE\_DAY" Link to this property "ONE\_WEEK" Link to this property "ONE\_MONTH" Link to this property
Link to this property
confidence\_info: MetaConfidenceInfo
annotations: List\[MetaConfidenceInfoAnnotation]
data\_source: Literal\["ALL", "AI\_BOTS", "AI\_GATEWAY", 22 more] Data source for annotations. One of the following: "ALL" Link to this property "AI\_BOTS" Link to this property "AI\_GATEWAY" Link to this property "BGP" Link to this property "BOTS" Link to this property "CONNECTION\_ANOMALY" Link to this property "CT" Link to this property "DNS" Link to this property "DNS\_MAGNITUDE" Link to this property "DNS\_AS112" Link to this property "DOS" Link to this property "EMAIL\_ROUTING" Link to this property "EMAIL\_SECURITY" Link to this property "FW" Link to this property "FW\_PG" Link to this property "HTTP" Link to this property "HTTP\_CONTROL" Link to this property "HTTP\_CRAWLER\_REFERER" Link to this property "HTTP\_ORIGINS" Link to this property "IQI" Link to this property "LEAKED\_CREDENTIALS" Link to this property "NET" Link to this property "ROBOTS\_TXT" Link to this property "SPEED" Link to this property "WORKERS\_AI" Link to this property
Link to this property description: str Link to this property end\_date: datetime formatdate-time Link to this property
event\_type: Literal\["GENERAL", "OUTAGE", "PARTIAL\_PROJECTION", 2 more] Event type for annotations. One of the following: "GENERAL" Link to this property "OUTAGE" Link to this property "PARTIAL\_PROJECTION" Link to this property "PIPELINE" Link to this property "TRAFFIC\_ANOMALY" Link to this property
Link to this property is\_instantaneous: bool Whether event is a single point in time or a time range. Link to this property linked\_url: str formaturi Link to this property start\_date: datetime formatdate-time Link to this property tags: Optional\[List\[str]] Link to this property
Link to this property level: int Provides an indication of how much confidence Cloudflare has in the data. Link to this property
Link to this property
date\_range: List\[MetaDateRange] end\_time: datetime Adjusted end of date range. formatdate-time Link to this property start\_time: datetime Adjusted start of date range. formatdate-time Link to this property
Link to this property last\_updated: datetime Timestamp of the last dataset update. formatdate-time Link to this property
normalization: Literal\["PERCENTAGE", "MIN0\_MAX", "MIN\_MAX", 5 more] Normalization method applied to the results. Refer to Normalization methods. One of the following: "PERCENTAGE" Link to this property "MIN0\_MAX" Link to this property "MIN\_MAX" Link to this property "RAW\_VALUES" Link to this property "PERCENTAGE\_CHANGE" Link to this property "ROLLING\_AVERAGE" Link to this property "OVERLAPPED\_PERCENTAGE" Link to this property "RATIO" Link to this property
Link to this property
units: List\[MetaUnit] Measurement units for the results. name: str Link to this property value: str Link to this property
Link to this property
Link to this property
serie\_0: Serie0 http\_1\_x: List\[str] Link to this property http\_2: List\[str] Link to this property http\_3: List\[str] Link to this property timestamps: List\[datetime] Link to this property
Link to this property
[Link to this property](<#(resource)%20radar.attacks.layer7.timeseries_groups%20%3E%20(model)%20timeseries_group_http_version_response%20%3E%20(schema)>)
class TimeseriesGroupManagedRulesResponse: …
meta: Meta Metadata for the results.
agg\_interval: Literal\["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. One of the following: "FIFTEEN\_MINUTES" Link to this property "ONE\_HOUR" Link to this property "ONE\_DAY" Link to this property "ONE\_WEEK" Link to this property "ONE\_MONTH" Link to this property
Link to this property
confidence\_info: MetaConfidenceInfo
annotations: List\[MetaConfidenceInfoAnnotation]
data\_source: Literal\["ALL", "AI\_BOTS", "AI\_GATEWAY", 22 more] Data source for annotations. One of the following: "ALL" Link to this property "AI\_BOTS" Link to this property "AI\_GATEWAY" Link to this property "BGP" Link to this property "BOTS" Link to this property "CONNECTION\_ANOMALY" Link to this property "CT" Link to this property "DNS" Link to this property "DNS\_MAGNITUDE" Link to this property "DNS\_AS112" Link to this property "DOS" Link to this property "EMAIL\_ROUTING" Link to this property "EMAIL\_SECURITY" Link to this property "FW" Link to this property "FW\_PG" Link to this property "HTTP" Link to this property "HTTP\_CONTROL" Link to this property "HTTP\_CRAWLER\_REFERER" Link to this property "HTTP\_ORIGINS" Link to this property "IQI" Link to this property "LEAKED\_CREDENTIALS" Link to this property "NET" Link to this property "ROBOTS\_TXT" Link to this property "SPEED" Link to this property "WORKERS\_AI" Link to this property
Link to this property description: str Link to this property end\_date: datetime formatdate-time Link to this property
event\_type: Literal\["GENERAL", "OUTAGE", "PARTIAL\_PROJECTION", 2 more] Event type for annotations. One of the following: "GENERAL" Link to this property "OUTAGE" Link to this property "PARTIAL\_PROJECTION" Link to this property "PIPELINE" Link to this property "TRAFFIC\_ANOMALY" Link to this property
Link to this property is\_instantaneous: bool Whether event is a single point in time or a time range. Link to this property linked\_url: str formaturi Link to this property start\_date: datetime formatdate-time Link to this property tags: Optional\[List\[str]] Link to this property
Link to this property level: int Provides an indication of how much confidence Cloudflare has in the data. Link to this property
Link to this property
date\_range: List\[MetaDateRange] end\_time: datetime Adjusted end of date range. formatdate-time Link to this property start\_time: datetime Adjusted start of date range. formatdate-time Link to this property
Link to this property last\_updated: datetime Timestamp of the last dataset update. formatdate-time Link to this property
normalization: Literal\["PERCENTAGE", "MIN0\_MAX", "MIN\_MAX", 5 more] Normalization method applied to the results. Refer to Normalization methods. One of the following: "PERCENTAGE" Link to this property "MIN0\_MAX" Link to this property "MIN\_MAX" Link to this property "RAW\_VALUES" Link to this property "PERCENTAGE\_CHANGE" Link to this property "ROLLING\_AVERAGE" Link to this property "OVERLAPPED\_PERCENTAGE" Link to this property "RATIO" Link to this property
Link to this property
units: List\[MetaUnit] Measurement units for the results. name: str Link to this property value: str Link to this property
Link to this property
Link to this property
serie\_0: Serie0 timestamps: List\[datetime] Link to this property
Link to this property
[Link to this property](<#(resource)%20radar.attacks.layer7.timeseries_groups%20%3E%20(model)%20timeseries_group_managed_rules_response%20%3E%20(schema)>)
class TimeseriesGroupMitigationProductResponse: …
meta: Meta Metadata for the results.
agg\_interval: Literal\["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. One of the following: "FIFTEEN\_MINUTES" Link to this property "ONE\_HOUR" Link to this property "ONE\_DAY" Link to this property "ONE\_WEEK" Link to this property "ONE\_MONTH" Link to this property
Link to this property
confidence\_info: MetaConfidenceInfo
annotations: List\[MetaConfidenceInfoAnnotation]
data\_source: Literal\["ALL", "AI\_BOTS", "AI\_GATEWAY", 22 more] Data source for annotations. One of the following: "ALL" Link to this property "AI\_BOTS" Link to this property "AI\_GATEWAY" Link to this property "BGP" Link to this property "BOTS" Link to this property "CONNECTION\_ANOMALY" Link to this property "CT" Link to this property "DNS" Link to this property "DNS\_MAGNITUDE" Link to this property "DNS\_AS112" Link to this property "DOS" Link to this property "EMAIL\_ROUTING" Link to this property "EMAIL\_SECURITY" Link to this property "FW" Link to this property "FW\_PG" Link to this property "HTTP" Link to this property "HTTP\_CONTROL" Link to this property "HTTP\_CRAWLER\_REFERER" Link to this property "HTTP\_ORIGINS" Link to this property "IQI" Link to this property "LEAKED\_CREDENTIALS" Link to this property "NET" Link to this property "ROBOTS\_TXT" Link to this property "SPEED" Link to this property "WORKERS\_AI" Link to this property
Link to this property description: str Link to this property end\_date: datetime formatdate-time Link to this property
event\_type: Literal\["GENERAL", "OUTAGE", "PARTIAL\_PROJECTION", 2 more] Event type for annotations. One of the following: "GENERAL" Link to this property "OUTAGE" Link to this property "PARTIAL\_PROJECTION" Link to this property "PIPELINE" Link to this property "TRAFFIC\_ANOMALY" Link to this property
Link to this property is\_instantaneous: bool Whether event is a single point in time or a time range. Link to this property linked\_url: str formaturi Link to this property start\_date: datetime formatdate-time Link to this property tags: Optional\[List\[str]] Link to this property
Link to this property level: int Provides an indication of how much confidence Cloudflare has in the data. Link to this property
Link to this property
date\_range: List\[MetaDateRange] end\_time: datetime Adjusted end of date range. formatdate-time Link to this property start\_time: datetime Adjusted start of date range. formatdate-time Link to this property
Link to this property last\_updated: datetime Timestamp of the last dataset update. formatdate-time Link to this property
normalization: Literal\["PERCENTAGE", "MIN0\_MAX", "MIN\_MAX", 5 more] Normalization method applied to the results. Refer to Normalization methods. One of the following: "PERCENTAGE" Link to this property "MIN0\_MAX" Link to this property "MIN\_MAX" Link to this property "RAW\_VALUES" Link to this property "PERCENTAGE\_CHANGE" Link to this property "ROLLING\_AVERAGE" Link to this property "OVERLAPPED\_PERCENTAGE" Link to this property "RATIO" Link to this property
Link to this property
units: List\[MetaUnit] Measurement units for the results. name: str Link to this property value: str Link to this property
Link to this property
Link to this property
serie\_0: Serie0 timestamps: List\[datetime] Link to this property
Link to this property
[Link to this property](<#(resource)%20radar.attacks.layer7.timeseries_groups%20%3E%20(model)%20timeseries_group_mitigation_product_response%20%3E%20(schema)>) #### AttacksLayer7Top ##### [Get top layer 7 attack pairs (origin and target locations)](https://developers.cloudflare.com/api/python/resources/radar/subresources/attacks/subresources/layer7/subresources/top/methods/attacks) radar.attacks.layer7.top.attacks(TopAttacksParams\*\*kwargs) -> [TopAttacksResponse]() GET/radar/attacks/layer7/top/attacks ##### [Get top industries targeted by layer 7 attacks](https://developers.cloudflare.com/api/python/resources/radar/subresources/attacks/subresources/layer7/subresources/top/methods/industry) Deprecated radar.attacks.layer7.top.industry(TopIndustryParams\*\*kwargs) -> [TopIndustryResponse]() GET/radar/attacks/layer7/top/industry ##### [Get top verticals targeted by layer 7 attacks](https://developers.cloudflare.com/api/python/resources/radar/subresources/attacks/subresources/layer7/subresources/top/methods/vertical) Deprecated radar.attacks.layer7.top.vertical(TopVerticalParams\*\*kwargs) -> [TopVerticalResponse]() GET/radar/attacks/layer7/top/vertical ##### ModelsExpand Collapse
class TopAttacksResponse: …
meta: Meta Metadata for the results.
confidence\_info: Optional\[MetaConfidenceInfo]
annotations: List\[MetaConfidenceInfoAnnotation]
data\_source: Literal\["ALL", "AI\_BOTS", "AI\_GATEWAY", 22 more] Data source for annotations. One of the following: "ALL" Link to this property "AI\_BOTS" Link to this property "AI\_GATEWAY" Link to this property "BGP" Link to this property "BOTS" Link to this property "CONNECTION\_ANOMALY" Link to this property "CT" Link to this property "DNS" Link to this property "DNS\_MAGNITUDE" Link to this property "DNS\_AS112" Link to this property "DOS" Link to this property "EMAIL\_ROUTING" Link to this property "EMAIL\_SECURITY" Link to this property "FW" Link to this property "FW\_PG" Link to this property "HTTP" Link to this property "HTTP\_CONTROL" Link to this property "HTTP\_CRAWLER\_REFERER" Link to this property "HTTP\_ORIGINS" Link to this property "IQI" Link to this property "LEAKED\_CREDENTIALS" Link to this property "NET" Link to this property "ROBOTS\_TXT" Link to this property "SPEED" Link to this property "WORKERS\_AI" Link to this property
Link to this property description: str Link to this property end\_date: datetime formatdate-time Link to this property
event\_type: Literal\["GENERAL", "OUTAGE", "PARTIAL\_PROJECTION", 2 more] Event type for annotations. One of the following: "GENERAL" Link to this property "OUTAGE" Link to this property "PARTIAL\_PROJECTION" Link to this property "PIPELINE" Link to this property "TRAFFIC\_ANOMALY" Link to this property
Link to this property is\_instantaneous: bool Whether event is a single point in time or a time range. Link to this property linked\_url: str formaturi Link to this property start\_date: datetime formatdate-time Link to this property tags: Optional\[List\[str]] Link to this property
Link to this property level: int Provides an indication of how much confidence Cloudflare has in the data. Link to this property
Link to this property
date\_range: List\[MetaDateRange] end\_time: datetime Adjusted end of date range. formatdate-time Link to this property start\_time: datetime Adjusted start of date range. formatdate-time Link to this property
Link to this property last\_updated: datetime Timestamp of the last dataset update. formatdate-time Link to this property
normalization: Literal\["PERCENTAGE", "MIN0\_MAX", "MIN\_MAX", 5 more] Normalization method applied to the results. Refer to Normalization methods. One of the following: "PERCENTAGE" Link to this property "MIN0\_MAX" Link to this property "MIN\_MAX" Link to this property "RAW\_VALUES" Link to this property "PERCENTAGE\_CHANGE" Link to this property "ROLLING\_AVERAGE" Link to this property "OVERLAPPED\_PERCENTAGE" Link to this property "RATIO" Link to this property
Link to this property
units: List\[MetaUnit] Measurement units for the results. name: str Link to this property value: str Link to this property
Link to this property
Link to this property
top\_0: List\[Top0] origin\_country\_alpha2: str Link to this property origin\_country\_name: str Link to this property target\_country\_alpha2: str Link to this property target\_country\_name: str Link to this property value: str Link to this property
Link to this property
[Link to this property](<#(resource)%20radar.attacks.layer7.top%20%3E%20(model)%20top_attacks_response%20%3E%20(schema)>)
class TopIndustryResponse: …
meta: Meta Metadata for the results.
confidence\_info: Optional\[MetaConfidenceInfo]
annotations: List\[MetaConfidenceInfoAnnotation]
data\_source: Literal\["ALL", "AI\_BOTS", "AI\_GATEWAY", 22 more] Data source for annotations. One of the following: "ALL" Link to this property "AI\_BOTS" Link to this property "AI\_GATEWAY" Link to this property "BGP" Link to this property "BOTS" Link to this property "CONNECTION\_ANOMALY" Link to this property "CT" Link to this property "DNS" Link to this property "DNS\_MAGNITUDE" Link to this property "DNS\_AS112" Link to this property "DOS" Link to this property "EMAIL\_ROUTING" Link to this property "EMAIL\_SECURITY" Link to this property "FW" Link to this property "FW\_PG" Link to this property "HTTP" Link to this property "HTTP\_CONTROL" Link to this property "HTTP\_CRAWLER\_REFERER" Link to this property "HTTP\_ORIGINS" Link to this property "IQI" Link to this property "LEAKED\_CREDENTIALS" Link to this property "NET" Link to this property "ROBOTS\_TXT" Link to this property "SPEED" Link to this property "WORKERS\_AI" Link to this property
Link to this property description: str Link to this property end\_date: datetime formatdate-time Link to this property
event\_type: Literal\["GENERAL", "OUTAGE", "PARTIAL\_PROJECTION", 2 more] Event type for annotations. One of the following: "GENERAL" Link to this property "OUTAGE" Link to this property "PARTIAL\_PROJECTION" Link to this property "PIPELINE" Link to this property "TRAFFIC\_ANOMALY" Link to this property
Link to this property is\_instantaneous: bool Whether event is a single point in time or a time range. Link to this property linked\_url: str formaturi Link to this property start\_date: datetime formatdate-time Link to this property tags: Optional\[List\[str]] Link to this property
Link to this property level: int Provides an indication of how much confidence Cloudflare has in the data. Link to this property
Link to this property
date\_range: List\[MetaDateRange] end\_time: datetime Adjusted end of date range. formatdate-time Link to this property start\_time: datetime Adjusted start of date range. formatdate-time Link to this property
Link to this property last\_updated: datetime Timestamp of the last dataset update. formatdate-time Link to this property
normalization: Literal\["PERCENTAGE", "MIN0\_MAX", "MIN\_MAX", 5 more] Normalization method applied to the results. Refer to Normalization methods. One of the following: "PERCENTAGE" Link to this property "MIN0\_MAX" Link to this property "MIN\_MAX" Link to this property "RAW\_VALUES" Link to this property "PERCENTAGE\_CHANGE" Link to this property "ROLLING\_AVERAGE" Link to this property "OVERLAPPED\_PERCENTAGE" Link to this property "RATIO" Link to this property
Link to this property