# File generated from our OpenAPI spec by Stainless. See CONTRIBUTING.md for details.

from __future__ import annotations

import typing_extensions
from typing import Type, Union, cast
from datetime import datetime
from typing_extensions import Literal

import httpx

from ...._types import Body, Omit, Query, Headers, NotGiven, SequenceNotStr, omit, not_given
from ...._utils import maybe_transform, async_maybe_transform
from ...._compat import cached_property
from ...._resource import SyncAPIResource, AsyncAPIResource
from ...._response import (
    to_raw_response_wrapper,
    to_streamed_response_wrapper,
    async_to_raw_response_wrapper,
    async_to_streamed_response_wrapper,
)
from ...._wrappers import ResultWrapper
from ...._base_client import make_request_options
from ....types.radar.ai import (
    timeseries_group_summary_params,
    timeseries_group_timeseries_params,
    timeseries_group_user_agent_params,
    timeseries_group_timeseries_groups_params,
)
from ....types.radar.ai.timeseries_group_summary_response import TimeseriesGroupSummaryResponse
from ....types.radar.ai.timeseries_group_timeseries_response import TimeseriesGroupTimeseriesResponse
from ....types.radar.ai.timeseries_group_user_agent_response import TimeseriesGroupUserAgentResponse
from ....types.radar.ai.timeseries_group_timeseries_groups_response import TimeseriesGroupTimeseriesGroupsResponse

__all__ = ["TimeseriesGroupsResource", "AsyncTimeseriesGroupsResource"]


class TimeseriesGroupsResource(SyncAPIResource):
    @cached_property
    def with_raw_response(self) -> TimeseriesGroupsResourceWithRawResponse:
        """
        This property can be used as a prefix for any HTTP method call to return
        the raw response object instead of the parsed content.

        For more information, see https://www.github.com/cloudflare/cloudflare-python#accessing-raw-response-data-eg-headers
        """
        return TimeseriesGroupsResourceWithRawResponse(self)

    @cached_property
    def with_streaming_response(self) -> TimeseriesGroupsResourceWithStreamingResponse:
        """
        An alternative to `.with_raw_response` that doesn't eagerly read the response body.

        For more information, see https://www.github.com/cloudflare/cloudflare-python#with_streaming_response
        """
        return TimeseriesGroupsResourceWithStreamingResponse(self)

    @typing_extensions.deprecated(
        "Use [Radar > AI > Bots > Summary](https://developers.cloudflare.com/api/resources/radar/subresources/ai/subresources/bots/methods/summary_v2/) instead."
    )
    def summary(
        self,
        dimension: Literal["USER_AGENT", "CRAWL_PURPOSE", "INDUSTRY", "VERTICAL"],
        *,
        asn: SequenceNotStr[str] | Omit = omit,
        continent: SequenceNotStr[str] | Omit = omit,
        crawl_purpose: SequenceNotStr[str] | Omit = omit,
        date_end: SequenceNotStr[Union[str, datetime]] | Omit = omit,
        date_range: SequenceNotStr[str] | Omit = omit,
        date_start: SequenceNotStr[Union[str, datetime]] | Omit = omit,
        format: Literal["JSON", "CSV"] | Omit = omit,
        industry: SequenceNotStr[str] | Omit = omit,
        limit_per_group: int | Omit = omit,
        location: SequenceNotStr[str] | Omit = omit,
        name: SequenceNotStr[str] | Omit = omit,
        vertical: SequenceNotStr[str] | Omit = omit,
        # Use the following arguments if you need to pass additional parameters to the API that aren't available via kwargs.
        # The extra values given here take precedence over values defined on the client or passed to this method.
        extra_headers: Headers | None = None,
        extra_query: Query | None = None,
        extra_body: Body | None = None,
        timeout: float | httpx.Timeout | None | NotGiven = not_given,
    ) -> TimeseriesGroupSummaryResponse:
        """
        Retrieves an aggregated summary of AI bots HTTP requests grouped by the
        specified dimension.

        Args:
          dimension: Specifies the attribute by which to group the results.

          asn: Filters results by Autonomous System. Specify one or more Autonomous System
              Numbers (ASNs) as a comma-separated list. Prefix with `-` to exclude ASNs from
              results. For example, `-174, 3356` excludes results from AS174, but includes
              results from AS3356.

          continent: Filters results by continent. Specify a comma-separated list of alpha-2 codes.
              Prefix with `-` to exclude continents from results. For example, `-EU,NA`
              excludes results from EU, but includes results from NA.

          crawl_purpose: Filters results by bot crawl purpose.

          date_end: End of the date range (inclusive).

          date_range: Filters results by date range. For example, use `7d` and `7dcontrol` to compare
              this week with the previous week. Use this parameter or set specific start and
              end dates (`dateStart` and `dateEnd` parameters).

          date_start: Start of the date range.

          format: Format in which results will be returned.

          industry: Filters results by industry.

          limit_per_group: Limits the number of objects per group to the top items within the specified
              time range. When item count exceeds the limit, extra items appear grouped under
              an "other" category.

          location: Filters results by location. Specify a comma-separated list of alpha-2 codes.
              Prefix with `-` to exclude locations from results. For example, `-US,PT`
              excludes results from the US, but includes results from PT.

          name: Array of names used to label the series in the response.

          vertical: Filters results by vertical.

          extra_headers: Send extra headers

          extra_query: Add additional query parameters to the request

          extra_body: Add additional JSON properties to the request

          timeout: Override the client-level default timeout for this request, in seconds
        """
        if not dimension:
            raise ValueError(f"Expected a non-empty value for `dimension` but received {dimension!r}")
        return self._get(
            f"/radar/ai/bots/summary/{dimension}",
            options=make_request_options(
                extra_headers=extra_headers,
                extra_query=extra_query,
                extra_body=extra_body,
                timeout=timeout,
                query=maybe_transform(
                    {
                        "asn": asn,
                        "continent": continent,
                        "crawl_purpose": crawl_purpose,
                        "date_end": date_end,
                        "date_range": date_range,
                        "date_start": date_start,
                        "format": format,
                        "industry": industry,
                        "limit_per_group": limit_per_group,
                        "location": location,
                        "name": name,
                        "vertical": vertical,
                    },
                    timeseries_group_summary_params.TimeseriesGroupSummaryParams,
                ),
                post_parser=ResultWrapper[TimeseriesGroupSummaryResponse]._unwrapper,
            ),
            cast_to=cast(Type[TimeseriesGroupSummaryResponse], ResultWrapper[TimeseriesGroupSummaryResponse]),
        )

    @typing_extensions.deprecated(
        "Use [Radar > AI > Bots > Timeseries](https://developers.cloudflare.com/api/resources/radar/subresources/ai/subresources/bots/methods/timeseries/) instead."
    )
    def timeseries(
        self,
        *,
        agg_interval: Literal["15m", "1h", "1d", "1w"] | Omit = omit,
        asn: SequenceNotStr[str] | Omit = omit,
        continent: SequenceNotStr[str] | Omit = omit,
        crawl_purpose: SequenceNotStr[str] | Omit = omit,
        date_end: SequenceNotStr[Union[str, datetime]] | Omit = omit,
        date_range: SequenceNotStr[str] | Omit = omit,
        date_start: SequenceNotStr[Union[str, datetime]] | Omit = omit,
        format: Literal["JSON", "CSV"] | Omit = omit,
        industry: SequenceNotStr[str] | Omit = omit,
        limit_per_group: int | Omit = omit,
        location: SequenceNotStr[str] | Omit = omit,
        name: SequenceNotStr[str] | Omit = omit,
        user_agent: SequenceNotStr[str] | Omit = omit,
        vertical: SequenceNotStr[str] | Omit = omit,
        # Use the following arguments if you need to pass additional parameters to the API that aren't available via kwargs.
        # The extra values given here take precedence over values defined on the client or passed to this method.
        extra_headers: Headers | None = None,
        extra_query: Query | None = None,
        extra_body: Body | None = None,
        timeout: float | httpx.Timeout | None | NotGiven = not_given,
    ) -> TimeseriesGroupTimeseriesResponse:
        """
        Retrieves AI bots HTTP request volume over time.

        Args:
          agg_interval: Aggregation interval of the results (e.g., in 15 minutes or 1 hour intervals).
              Refer to
              [Aggregation intervals](https://developers.cloudflare.com/radar/concepts/aggregation-intervals/).

          asn: Filters results by Autonomous System. Specify one or more Autonomous System
              Numbers (ASNs) as a comma-separated list. Prefix with `-` to exclude ASNs from
              results. For example, `-174, 3356` excludes results from AS174, but includes
              results from AS3356.

          continent: Filters results by continent. Specify a comma-separated list of alpha-2 codes.
              Prefix with `-` to exclude continents from results. For example, `-EU,NA`
              excludes results from EU, but includes results from NA.

          crawl_purpose: Filters results by bot crawl purpose.

          date_end: End of the date range (inclusive).

          date_range: Filters results by date range. For example, use `7d` and `7dcontrol` to compare
              this week with the previous week. Use this parameter or set specific start and
              end dates (`dateStart` and `dateEnd` parameters).

          date_start: Start of the date range.

          format: Format in which results will be returned.

          industry: Filters results by industry.

          limit_per_group: Limits the number of objects per group to the top items within the specified
              time range. When item count exceeds the limit, extra items appear grouped under
              an "other" category.

          location: Filters results by location. Specify a comma-separated list of alpha-2 codes.
              Prefix with `-` to exclude locations from results. For example, `-US,PT`
              excludes results from the US, but includes results from PT.

          name: Array of names used to label the series in the response.

          user_agent: Filters results by user agent.

          vertical: Filters results by vertical.

          extra_headers: Send extra headers

          extra_query: Add additional query parameters to the request

          extra_body: Add additional JSON properties to the request

          timeout: Override the client-level default timeout for this request, in seconds
        """
        return self._get(
            "/radar/ai/bots/timeseries",
            options=make_request_options(
                extra_headers=extra_headers,
                extra_query=extra_query,
                extra_body=extra_body,
                timeout=timeout,
                query=maybe_transform(
                    {
                        "agg_interval": agg_interval,
                        "asn": asn,
                        "continent": continent,
                        "crawl_purpose": crawl_purpose,
                        "date_end": date_end,
                        "date_range": date_range,
                        "date_start": date_start,
                        "format": format,
                        "industry": industry,
                        "limit_per_group": limit_per_group,
                        "location": location,
                        "name": name,
                        "user_agent": user_agent,
                        "vertical": vertical,
                    },
                    timeseries_group_timeseries_params.TimeseriesGroupTimeseriesParams,
                ),
                post_parser=ResultWrapper[TimeseriesGroupTimeseriesResponse]._unwrapper,
            ),
            cast_to=cast(Type[TimeseriesGroupTimeseriesResponse], ResultWrapper[TimeseriesGroupTimeseriesResponse]),
        )

    @typing_extensions.deprecated(
        "Use [Radar > AI > Bots > Timeseries Groups](https://developers.cloudflare.com/api/resources/radar/subresources/ai/subresources/bots/methods/timeseries_groups/) instead."
    )
    def timeseries_groups(
        self,
        dimension: Literal["USER_AGENT", "CRAWL_PURPOSE", "INDUSTRY", "VERTICAL"],
        *,
        agg_interval: Literal["15m", "1h", "1d", "1w"] | Omit = omit,
        asn: SequenceNotStr[str] | Omit = omit,
        continent: SequenceNotStr[str] | Omit = omit,
        crawl_purpose: SequenceNotStr[str] | Omit = omit,
        date_end: SequenceNotStr[Union[str, datetime]] | Omit = omit,
        date_range: SequenceNotStr[str] | Omit = omit,
        date_start: SequenceNotStr[Union[str, datetime]] | Omit = omit,
        format: Literal["JSON", "CSV"] | Omit = omit,
        industry: SequenceNotStr[str] | Omit = omit,
        limit_per_group: int | Omit = omit,
        location: SequenceNotStr[str] | Omit = omit,
        name: SequenceNotStr[str] | Omit = omit,
        normalization: Literal["PERCENTAGE_CHANGE", "MIN0_MAX"] | Omit = omit,
        vertical: SequenceNotStr[str] | Omit = omit,
        # Use the following arguments if you need to pass additional parameters to the API that aren't available via kwargs.
        # The extra values given here take precedence over values defined on the client or passed to this method.
        extra_headers: Headers | None = None,
        extra_query: Query | None = None,
        extra_body: Body | None = None,
        timeout: float | httpx.Timeout | None | NotGiven = not_given,
    ) -> TimeseriesGroupTimeseriesGroupsResponse:
        """
        Retrieves the distribution of HTTP requests from AI bots, grouped by chosen the
        specified dimension over time.

        Args:
          dimension: Specifies the attribute by which to group the results.

          agg_interval: Aggregation interval of the results (e.g., in 15 minutes or 1 hour intervals).
              Refer to
              [Aggregation intervals](https://developers.cloudflare.com/radar/concepts/aggregation-intervals/).

          asn: Filters results by Autonomous System. Specify one or more Autonomous System
              Numbers (ASNs) as a comma-separated list. Prefix with `-` to exclude ASNs from
              results. For example, `-174, 3356` excludes results from AS174, but includes
              results from AS3356.

          continent: Filters results by continent. Specify a comma-separated list of alpha-2 codes.
              Prefix with `-` to exclude continents from results. For example, `-EU,NA`
              excludes results from EU, but includes results from NA.

          crawl_purpose: Filters results by bot crawl purpose.

          date_end: End of the date range (inclusive).

          date_range: Filters results by date range. For example, use `7d` and `7dcontrol` to compare
              this week with the previous week. Use this parameter or set specific start and
              end dates (`dateStart` and `dateEnd` parameters).

          date_start: Start of the date range.

          format: Format in which results will be returned.

          industry: Filters results by industry.

          limit_per_group: Limits the number of objects per group to the top items within the specified
              time range. When item count exceeds the limit, extra items appear grouped under
              an "other" category.

          location: Filters results by location. Specify a comma-separated list of alpha-2 codes.
              Prefix with `-` to exclude locations from results. For example, `-US,PT`
              excludes results from the US, but includes results from PT.

          name: Array of names used to label the series in the response.

          normalization: Normalization method applied to the results. Refer to
              [Normalization methods](https://developers.cloudflare.com/radar/concepts/normalization/).

          vertical: Filters results by vertical.

          extra_headers: Send extra headers

          extra_query: Add additional query parameters to the request

          extra_body: Add additional JSON properties to the request

          timeout: Override the client-level default timeout for this request, in seconds
        """
        if not dimension:
            raise ValueError(f"Expected a non-empty value for `dimension` but received {dimension!r}")
        return self._get(
            f"/radar/ai/bots/timeseries_groups/{dimension}",
            options=make_request_options(
                extra_headers=extra_headers,
                extra_query=extra_query,
                extra_body=extra_body,
                timeout=timeout,
                query=maybe_transform(
                    {
                        "agg_interval": agg_interval,
                        "asn": asn,
                        "continent": continent,
                        "crawl_purpose": crawl_purpose,
                        "date_end": date_end,
                        "date_range": date_range,
                        "date_start": date_start,
                        "format": format,
                        "industry": industry,
                        "limit_per_group": limit_per_group,
                        "location": location,
                        "name": name,
                        "normalization": normalization,
                        "vertical": vertical,
                    },
                    timeseries_group_timeseries_groups_params.TimeseriesGroupTimeseriesGroupsParams,
                ),
                post_parser=ResultWrapper[TimeseriesGroupTimeseriesGroupsResponse]._unwrapper,
            ),
            cast_to=cast(
                Type[TimeseriesGroupTimeseriesGroupsResponse], ResultWrapper[TimeseriesGroupTimeseriesGroupsResponse]
            ),
        )

    @typing_extensions.deprecated(
        "Use [Radar AI Bots Timeseries Groups By Dimension](https://developers.cloudflare.com/api/resources/radar/subresources/ai/subresources/bots/methods/timeseries_groups/) instead."
    )
    def user_agent(
        self,
        *,
        agg_interval: Literal["15m", "1h", "1d", "1w"] | Omit = omit,
        asn: SequenceNotStr[str] | Omit = omit,
        continent: SequenceNotStr[str] | Omit = omit,
        date_end: SequenceNotStr[Union[str, datetime]] | Omit = omit,
        date_range: SequenceNotStr[str] | Omit = omit,
        date_start: SequenceNotStr[Union[str, datetime]] | Omit = omit,
        format: Literal["JSON", "CSV"] | Omit = omit,
        limit_per_group: int | Omit = omit,
        location: SequenceNotStr[str] | Omit = omit,
        name: SequenceNotStr[str] | Omit = omit,
        # Use the following arguments if you need to pass additional parameters to the API that aren't available via kwargs.
        # The extra values given here take precedence over values defined on the client or passed to this method.
        extra_headers: Headers | None = None,
        extra_query: Query | None = None,
        extra_body: Body | None = None,
        timeout: float | httpx.Timeout | None | NotGiven = not_given,
    ) -> TimeseriesGroupUserAgentResponse:
        """
        Retrieves the distribution of traffic by AI user agent over time.

        Args:
          agg_interval: Aggregation interval of the results (e.g., in 15 minutes or 1 hour intervals).
              Refer to
              [Aggregation intervals](https://developers.cloudflare.com/radar/concepts/aggregation-intervals/).

          asn: Filters results by Autonomous System. Specify one or more Autonomous System
              Numbers (ASNs) as a comma-separated list. Prefix with `-` to exclude ASNs from
              results. For example, `-174, 3356` excludes results from AS174, but includes
              results from AS3356.

          continent: Filters results by continent. Specify a comma-separated list of alpha-2 codes.
              Prefix with `-` to exclude continents from results. For example, `-EU,NA`
              excludes results from EU, but includes results from NA.

          date_end: End of the date range (inclusive).

          date_range: Filters results by date range. For example, use `7d` and `7dcontrol` to compare
              this week with the previous week. Use this parameter or set specific start and
              end dates (`dateStart` and `dateEnd` parameters).

          date_start: Start of the date range.

          format: Format in which results will be returned.

          limit_per_group: Limits the number of objects per group to the top items within the specified
              time range. When item count exceeds the limit, extra items appear grouped under
              an "other" category.

          location: Filters results by location. Specify a comma-separated list of alpha-2 codes.
              Prefix with `-` to exclude locations from results. For example, `-US,PT`
              excludes results from the US, but includes results from PT.

          name: Array of names used to label the series in the response.

          extra_headers: Send extra headers

          extra_query: Add additional query parameters to the request

          extra_body: Add additional JSON properties to the request

          timeout: Override the client-level default timeout for this request, in seconds
        """
        return self._get(
            "/radar/ai/bots/timeseries_groups/user_agent",
            options=make_request_options(
                extra_headers=extra_headers,
                extra_query=extra_query,
                extra_body=extra_body,
                timeout=timeout,
                query=maybe_transform(
                    {
                        "agg_interval": agg_interval,
                        "asn": asn,
                        "continent": continent,
                        "date_end": date_end,
                        "date_range": date_range,
                        "date_start": date_start,
                        "format": format,
                        "limit_per_group": limit_per_group,
                        "location": location,
                        "name": name,
                    },
                    timeseries_group_user_agent_params.TimeseriesGroupUserAgentParams,
                ),
                post_parser=ResultWrapper[TimeseriesGroupUserAgentResponse]._unwrapper,
            ),
            cast_to=cast(Type[TimeseriesGroupUserAgentResponse], ResultWrapper[TimeseriesGroupUserAgentResponse]),
        )


class AsyncTimeseriesGroupsResource(AsyncAPIResource):
    @cached_property
    def with_raw_response(self) -> AsyncTimeseriesGroupsResourceWithRawResponse:
        """
        This property can be used as a prefix for any HTTP method call to return
        the raw response object instead of the parsed content.

        For more information, see https://www.github.com/cloudflare/cloudflare-python#accessing-raw-response-data-eg-headers
        """
        return AsyncTimeseriesGroupsResourceWithRawResponse(self)

    @cached_property
    def with_streaming_response(self) -> AsyncTimeseriesGroupsResourceWithStreamingResponse:
        """
        An alternative to `.with_raw_response` that doesn't eagerly read the response body.

        For more information, see https://www.github.com/cloudflare/cloudflare-python#with_streaming_response
        """
        return AsyncTimeseriesGroupsResourceWithStreamingResponse(self)

    @typing_extensions.deprecated(
        "Use [Radar > AI > Bots > Summary](https://developers.cloudflare.com/api/resources/radar/subresources/ai/subresources/bots/methods/summary_v2/) instead."
    )
    async def summary(
        self,
        dimension: Literal["USER_AGENT", "CRAWL_PURPOSE", "INDUSTRY", "VERTICAL"],
        *,
        asn: SequenceNotStr[str] | Omit = omit,
        continent: SequenceNotStr[str] | Omit = omit,
        crawl_purpose: SequenceNotStr[str] | Omit = omit,
        date_end: SequenceNotStr[Union[str, datetime]] | Omit = omit,
        date_range: SequenceNotStr[str] | Omit = omit,
        date_start: SequenceNotStr[Union[str, datetime]] | Omit = omit,
        format: Literal["JSON", "CSV"] | Omit = omit,
        industry: SequenceNotStr[str] | Omit = omit,
        limit_per_group: int | Omit = omit,
        location: SequenceNotStr[str] | Omit = omit,
        name: SequenceNotStr[str] | Omit = omit,
        vertical: SequenceNotStr[str] | Omit = omit,
        # Use the following arguments if you need to pass additional parameters to the API that aren't available via kwargs.
        # The extra values given here take precedence over values defined on the client or passed to this method.
        extra_headers: Headers | None = None,
        extra_query: Query | None = None,
        extra_body: Body | None = None,
        timeout: float | httpx.Timeout | None | NotGiven = not_given,
    ) -> TimeseriesGroupSummaryResponse:
        """
        Retrieves an aggregated summary of AI bots HTTP requests grouped by the
        specified dimension.

        Args:
          dimension: Specifies the attribute by which to group the results.

          asn: Filters results by Autonomous System. Specify one or more Autonomous System
              Numbers (ASNs) as a comma-separated list. Prefix with `-` to exclude ASNs from
              results. For example, `-174, 3356` excludes results from AS174, but includes
              results from AS3356.

          continent: Filters results by continent. Specify a comma-separated list of alpha-2 codes.
              Prefix with `-` to exclude continents from results. For example, `-EU,NA`
              excludes results from EU, but includes results from NA.

          crawl_purpose: Filters results by bot crawl purpose.

          date_end: End of the date range (inclusive).

          date_range: Filters results by date range. For example, use `7d` and `7dcontrol` to compare
              this week with the previous week. Use this parameter or set specific start and
              end dates (`dateStart` and `dateEnd` parameters).

          date_start: Start of the date range.

          format: Format in which results will be returned.

          industry: Filters results by industry.

          limit_per_group: Limits the number of objects per group to the top items within the specified
              time range. When item count exceeds the limit, extra items appear grouped under
              an "other" category.

          location: Filters results by location. Specify a comma-separated list of alpha-2 codes.
              Prefix with `-` to exclude locations from results. For example, `-US,PT`
              excludes results from the US, but includes results from PT.

          name: Array of names used to label the series in the response.

          vertical: Filters results by vertical.

          extra_headers: Send extra headers

          extra_query: Add additional query parameters to the request

          extra_body: Add additional JSON properties to the request

          timeout: Override the client-level default timeout for this request, in seconds
        """
        if not dimension:
            raise ValueError(f"Expected a non-empty value for `dimension` but received {dimension!r}")
        return await self._get(
            f"/radar/ai/bots/summary/{dimension}",
            options=make_request_options(
                extra_headers=extra_headers,
                extra_query=extra_query,
                extra_body=extra_body,
                timeout=timeout,
                query=await async_maybe_transform(
                    {
                        "asn": asn,
                        "continent": continent,
                        "crawl_purpose": crawl_purpose,
                        "date_end": date_end,
                        "date_range": date_range,
                        "date_start": date_start,
                        "format": format,
                        "industry": industry,
                        "limit_per_group": limit_per_group,
                        "location": location,
                        "name": name,
                        "vertical": vertical,
                    },
                    timeseries_group_summary_params.TimeseriesGroupSummaryParams,
                ),
                post_parser=ResultWrapper[TimeseriesGroupSummaryResponse]._unwrapper,
            ),
            cast_to=cast(Type[TimeseriesGroupSummaryResponse], ResultWrapper[TimeseriesGroupSummaryResponse]),
        )

    @typing_extensions.deprecated(
        "Use [Radar > AI > Bots > Timeseries](https://developers.cloudflare.com/api/resources/radar/subresources/ai/subresources/bots/methods/timeseries/) instead."
    )
    async def timeseries(
        self,
        *,
        agg_interval: Literal["15m", "1h", "1d", "1w"] | Omit = omit,
        asn: SequenceNotStr[str] | Omit = omit,
        continent: SequenceNotStr[str] | Omit = omit,
        crawl_purpose: SequenceNotStr[str] | Omit = omit,
        date_end: SequenceNotStr[Union[str, datetime]] | Omit = omit,
        date_range: SequenceNotStr[str] | Omit = omit,
        date_start: SequenceNotStr[Union[str, datetime]] | Omit = omit,
        format: Literal["JSON", "CSV"] | Omit = omit,
        industry: SequenceNotStr[str] | Omit = omit,
        limit_per_group: int | Omit = omit,
        location: SequenceNotStr[str] | Omit = omit,
        name: SequenceNotStr[str] | Omit = omit,
        user_agent: SequenceNotStr[str] | Omit = omit,
        vertical: SequenceNotStr[str] | Omit = omit,
        # Use the following arguments if you need to pass additional parameters to the API that aren't available via kwargs.
        # The extra values given here take precedence over values defined on the client or passed to this method.
        extra_headers: Headers | None = None,
        extra_query: Query | None = None,
        extra_body: Body | None = None,
        timeout: float | httpx.Timeout | None | NotGiven = not_given,
    ) -> TimeseriesGroupTimeseriesResponse:
        """
        Retrieves AI bots HTTP request volume over time.

        Args:
          agg_interval: Aggregation interval of the results (e.g., in 15 minutes or 1 hour intervals).
              Refer to
              [Aggregation intervals](https://developers.cloudflare.com/radar/concepts/aggregation-intervals/).

          asn: Filters results by Autonomous System. Specify one or more Autonomous System
              Numbers (ASNs) as a comma-separated list. Prefix with `-` to exclude ASNs from
              results. For example, `-174, 3356` excludes results from AS174, but includes
              results from AS3356.

          continent: Filters results by continent. Specify a comma-separated list of alpha-2 codes.
              Prefix with `-` to exclude continents from results. For example, `-EU,NA`
              excludes results from EU, but includes results from NA.

          crawl_purpose: Filters results by bot crawl purpose.

          date_end: End of the date range (inclusive).

          date_range: Filters results by date range. For example, use `7d` and `7dcontrol` to compare
              this week with the previous week. Use this parameter or set specific start and
              end dates (`dateStart` and `dateEnd` parameters).

          date_start: Start of the date range.

          format: Format in which results will be returned.

          industry: Filters results by industry.

          limit_per_group: Limits the number of objects per group to the top items within the specified
              time range. When item count exceeds the limit, extra items appear grouped under
              an "other" category.

          location: Filters results by location. Specify a comma-separated list of alpha-2 codes.
              Prefix with `-` to exclude locations from results. For example, `-US,PT`
              excludes results from the US, but includes results from PT.

          name: Array of names used to label the series in the response.

          user_agent: Filters results by user agent.

          vertical: Filters results by vertical.

          extra_headers: Send extra headers

          extra_query: Add additional query parameters to the request

          extra_body: Add additional JSON properties to the request

          timeout: Override the client-level default timeout for this request, in seconds
        """
        return await self._get(
            "/radar/ai/bots/timeseries",
            options=make_request_options(
                extra_headers=extra_headers,
                extra_query=extra_query,
                extra_body=extra_body,
                timeout=timeout,
                query=await async_maybe_transform(
                    {
                        "agg_interval": agg_interval,
                        "asn": asn,
                        "continent": continent,
                        "crawl_purpose": crawl_purpose,
                        "date_end": date_end,
                        "date_range": date_range,
                        "date_start": date_start,
                        "format": format,
                        "industry": industry,
                        "limit_per_group": limit_per_group,
                        "location": location,
                        "name": name,
                        "user_agent": user_agent,
                        "vertical": vertical,
                    },
                    timeseries_group_timeseries_params.TimeseriesGroupTimeseriesParams,
                ),
                post_parser=ResultWrapper[TimeseriesGroupTimeseriesResponse]._unwrapper,
            ),
            cast_to=cast(Type[TimeseriesGroupTimeseriesResponse], ResultWrapper[TimeseriesGroupTimeseriesResponse]),
        )

    @typing_extensions.deprecated(
        "Use [Radar > AI > Bots > Timeseries Groups](https://developers.cloudflare.com/api/resources/radar/subresources/ai/subresources/bots/methods/timeseries_groups/) instead."
    )
    async def timeseries_groups(
        self,
        dimension: Literal["USER_AGENT", "CRAWL_PURPOSE", "INDUSTRY", "VERTICAL"],
        *,
        agg_interval: Literal["15m", "1h", "1d", "1w"] | Omit = omit,
        asn: SequenceNotStr[str] | Omit = omit,
        continent: SequenceNotStr[str] | Omit = omit,
        crawl_purpose: SequenceNotStr[str] | Omit = omit,
        date_end: SequenceNotStr[Union[str, datetime]] | Omit = omit,
        date_range: SequenceNotStr[str] | Omit = omit,
        date_start: SequenceNotStr[Union[str, datetime]] | Omit = omit,
        format: Literal["JSON", "CSV"] | Omit = omit,
        industry: SequenceNotStr[str] | Omit = omit,
        limit_per_group: int | Omit = omit,
        location: SequenceNotStr[str] | Omit = omit,
        name: SequenceNotStr[str] | Omit = omit,
        normalization: Literal["PERCENTAGE_CHANGE", "MIN0_MAX"] | Omit = omit,
        vertical: SequenceNotStr[str] | Omit = omit,
        # Use the following arguments if you need to pass additional parameters to the API that aren't available via kwargs.
        # The extra values given here take precedence over values defined on the client or passed to this method.
        extra_headers: Headers | None = None,
        extra_query: Query | None = None,
        extra_body: Body | None = None,
        timeout: float | httpx.Timeout | None | NotGiven = not_given,
    ) -> TimeseriesGroupTimeseriesGroupsResponse:
        """
        Retrieves the distribution of HTTP requests from AI bots, grouped by chosen the
        specified dimension over time.

        Args:
          dimension: Specifies the attribute by which to group the results.

          agg_interval: Aggregation interval of the results (e.g., in 15 minutes or 1 hour intervals).
              Refer to
              [Aggregation intervals](https://developers.cloudflare.com/radar/concepts/aggregation-intervals/).

          asn: Filters results by Autonomous System. Specify one or more Autonomous System
              Numbers (ASNs) as a comma-separated list. Prefix with `-` to exclude ASNs from
              results. For example, `-174, 3356` excludes results from AS174, but includes
              results from AS3356.

          continent: Filters results by continent. Specify a comma-separated list of alpha-2 codes.
              Prefix with `-` to exclude continents from results. For example, `-EU,NA`
              excludes results from EU, but includes results from NA.

          crawl_purpose: Filters results by bot crawl purpose.

          date_end: End of the date range (inclusive).

          date_range: Filters results by date range. For example, use `7d` and `7dcontrol` to compare
              this week with the previous week. Use this parameter or set specific start and
              end dates (`dateStart` and `dateEnd` parameters).

          date_start: Start of the date range.

          format: Format in which results will be returned.

          industry: Filters results by industry.

          limit_per_group: Limits the number of objects per group to the top items within the specified
              time range. When item count exceeds the limit, extra items appear grouped under
              an "other" category.

          location: Filters results by location. Specify a comma-separated list of alpha-2 codes.
              Prefix with `-` to exclude locations from results. For example, `-US,PT`
              excludes results from the US, but includes results from PT.

          name: Array of names used to label the series in the response.

          normalization: Normalization method applied to the results. Refer to
              [Normalization methods](https://developers.cloudflare.com/radar/concepts/normalization/).

          vertical: Filters results by vertical.

          extra_headers: Send extra headers

          extra_query: Add additional query parameters to the request

          extra_body: Add additional JSON properties to the request

          timeout: Override the client-level default timeout for this request, in seconds
        """
        if not dimension:
            raise ValueError(f"Expected a non-empty value for `dimension` but received {dimension!r}")
        return await self._get(
            f"/radar/ai/bots/timeseries_groups/{dimension}",
            options=make_request_options(
                extra_headers=extra_headers,
                extra_query=extra_query,
                extra_body=extra_body,
                timeout=timeout,
                query=await async_maybe_transform(
                    {
                        "agg_interval": agg_interval,
                        "asn": asn,
                        "continent": continent,
                        "crawl_purpose": crawl_purpose,
                        "date_end": date_end,
                        "date_range": date_range,
                        "date_start": date_start,
                        "format": format,
                        "industry": industry,
                        "limit_per_group": limit_per_group,
                        "location": location,
                        "name": name,
                        "normalization": normalization,
                        "vertical": vertical,
                    },
                    timeseries_group_timeseries_groups_params.TimeseriesGroupTimeseriesGroupsParams,
                ),
                post_parser=ResultWrapper[TimeseriesGroupTimeseriesGroupsResponse]._unwrapper,
            ),
            cast_to=cast(
                Type[TimeseriesGroupTimeseriesGroupsResponse], ResultWrapper[TimeseriesGroupTimeseriesGroupsResponse]
            ),
        )

    @typing_extensions.deprecated(
        "Use [Radar AI Bots Timeseries Groups By Dimension](https://developers.cloudflare.com/api/resources/radar/subresources/ai/subresources/bots/methods/timeseries_groups/) instead."
    )
    async def user_agent(
        self,
        *,
        agg_interval: Literal["15m", "1h", "1d", "1w"] | Omit = omit,
        asn: SequenceNotStr[str] | Omit = omit,
        continent: SequenceNotStr[str] | Omit = omit,
        date_end: SequenceNotStr[Union[str, datetime]] | Omit = omit,
        date_range: SequenceNotStr[str] | Omit = omit,
        date_start: SequenceNotStr[Union[str, datetime]] | Omit = omit,
        format: Literal["JSON", "CSV"] | Omit = omit,
        limit_per_group: int | Omit = omit,
        location: SequenceNotStr[str] | Omit = omit,
        name: SequenceNotStr[str] | Omit = omit,
        # Use the following arguments if you need to pass additional parameters to the API that aren't available via kwargs.
        # The extra values given here take precedence over values defined on the client or passed to this method.
        extra_headers: Headers | None = None,
        extra_query: Query | None = None,
        extra_body: Body | None = None,
        timeout: float | httpx.Timeout | None | NotGiven = not_given,
    ) -> TimeseriesGroupUserAgentResponse:
        """
        Retrieves the distribution of traffic by AI user agent over time.

        Args:
          agg_interval: Aggregation interval of the results (e.g., in 15 minutes or 1 hour intervals).
              Refer to
              [Aggregation intervals](https://developers.cloudflare.com/radar/concepts/aggregation-intervals/).

          asn: Filters results by Autonomous System. Specify one or more Autonomous System
              Numbers (ASNs) as a comma-separated list. Prefix with `-` to exclude ASNs from
              results. For example, `-174, 3356` excludes results from AS174, but includes
              results from AS3356.

          continent: Filters results by continent. Specify a comma-separated list of alpha-2 codes.
              Prefix with `-` to exclude continents from results. For example, `-EU,NA`
              excludes results from EU, but includes results from NA.

          date_end: End of the date range (inclusive).

          date_range: Filters results by date range. For example, use `7d` and `7dcontrol` to compare
              this week with the previous week. Use this parameter or set specific start and
              end dates (`dateStart` and `dateEnd` parameters).

          date_start: Start of the date range.

          format: Format in which results will be returned.

          limit_per_group: Limits the number of objects per group to the top items within the specified
              time range. When item count exceeds the limit, extra items appear grouped under
              an "other" category.

          location: Filters results by location. Specify a comma-separated list of alpha-2 codes.
              Prefix with `-` to exclude locations from results. For example, `-US,PT`
              excludes results from the US, but includes results from PT.

          name: Array of names used to label the series in the response.

          extra_headers: Send extra headers

          extra_query: Add additional query parameters to the request

          extra_body: Add additional JSON properties to the request

          timeout: Override the client-level default timeout for this request, in seconds
        """
        return await self._get(
            "/radar/ai/bots/timeseries_groups/user_agent",
            options=make_request_options(
                extra_headers=extra_headers,
                extra_query=extra_query,
                extra_body=extra_body,
                timeout=timeout,
                query=await async_maybe_transform(
                    {
                        "agg_interval": agg_interval,
                        "asn": asn,
                        "continent": continent,
                        "date_end": date_end,
                        "date_range": date_range,
                        "date_start": date_start,
                        "format": format,
                        "limit_per_group": limit_per_group,
                        "location": location,
                        "name": name,
                    },
                    timeseries_group_user_agent_params.TimeseriesGroupUserAgentParams,
                ),
                post_parser=ResultWrapper[TimeseriesGroupUserAgentResponse]._unwrapper,
            ),
            cast_to=cast(Type[TimeseriesGroupUserAgentResponse], ResultWrapper[TimeseriesGroupUserAgentResponse]),
        )


class TimeseriesGroupsResourceWithRawResponse:
    def __init__(self, timeseries_groups: TimeseriesGroupsResource) -> None:
        self._timeseries_groups = timeseries_groups

        self.summary = (  # pyright: ignore[reportDeprecated]
            to_raw_response_wrapper(
                timeseries_groups.summary,  # pyright: ignore[reportDeprecated],
            )
        )
        self.timeseries = (  # pyright: ignore[reportDeprecated]
            to_raw_response_wrapper(
                timeseries_groups.timeseries,  # pyright: ignore[reportDeprecated],
            )
        )
        self.timeseries_groups = (  # pyright: ignore[reportDeprecated]
            to_raw_response_wrapper(
                timeseries_groups.timeseries_groups,  # pyright: ignore[reportDeprecated],
            )
        )
        self.user_agent = (  # pyright: ignore[reportDeprecated]
            to_raw_response_wrapper(
                timeseries_groups.user_agent,  # pyright: ignore[reportDeprecated],
            )
        )


class AsyncTimeseriesGroupsResourceWithRawResponse:
    def __init__(self, timeseries_groups: AsyncTimeseriesGroupsResource) -> None:
        self._timeseries_groups = timeseries_groups

        self.summary = (  # pyright: ignore[reportDeprecated]
            async_to_raw_response_wrapper(
                timeseries_groups.summary,  # pyright: ignore[reportDeprecated],
            )
        )
        self.timeseries = (  # pyright: ignore[reportDeprecated]
            async_to_raw_response_wrapper(
                timeseries_groups.timeseries,  # pyright: ignore[reportDeprecated],
            )
        )
        self.timeseries_groups = (  # pyright: ignore[reportDeprecated]
            async_to_raw_response_wrapper(
                timeseries_groups.timeseries_groups,  # pyright: ignore[reportDeprecated],
            )
        )
        self.user_agent = (  # pyright: ignore[reportDeprecated]
            async_to_raw_response_wrapper(
                timeseries_groups.user_agent,  # pyright: ignore[reportDeprecated],
            )
        )


class TimeseriesGroupsResourceWithStreamingResponse:
    def __init__(self, timeseries_groups: TimeseriesGroupsResource) -> None:
        self._timeseries_groups = timeseries_groups

        self.summary = (  # pyright: ignore[reportDeprecated]
            to_streamed_response_wrapper(
                timeseries_groups.summary,  # pyright: ignore[reportDeprecated],
            )
        )
        self.timeseries = (  # pyright: ignore[reportDeprecated]
            to_streamed_response_wrapper(
                timeseries_groups.timeseries,  # pyright: ignore[reportDeprecated],
            )
        )
        self.timeseries_groups = (  # pyright: ignore[reportDeprecated]
            to_streamed_response_wrapper(
                timeseries_groups.timeseries_groups,  # pyright: ignore[reportDeprecated],
            )
        )
        self.user_agent = (  # pyright: ignore[reportDeprecated]
            to_streamed_response_wrapper(
                timeseries_groups.user_agent,  # pyright: ignore[reportDeprecated],
            )
        )


class AsyncTimeseriesGroupsResourceWithStreamingResponse:
    def __init__(self, timeseries_groups: AsyncTimeseriesGroupsResource) -> None:
        self._timeseries_groups = timeseries_groups

        self.summary = (  # pyright: ignore[reportDeprecated]
            async_to_streamed_response_wrapper(
                timeseries_groups.summary,  # pyright: ignore[reportDeprecated],
            )
        )
        self.timeseries = (  # pyright: ignore[reportDeprecated]
            async_to_streamed_response_wrapper(
                timeseries_groups.timeseries,  # pyright: ignore[reportDeprecated],
            )
        )
        self.timeseries_groups = (  # pyright: ignore[reportDeprecated]
            async_to_streamed_response_wrapper(
                timeseries_groups.timeseries_groups,  # pyright: ignore[reportDeprecated],
            )
        )
        self.user_agent = (  # pyright: ignore[reportDeprecated]
            async_to_streamed_response_wrapper(
                timeseries_groups.user_agent,  # pyright: ignore[reportDeprecated],
            )
        )
