source/anthropic/resources/models.py

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

from __future__ import annotations

from typing import List

import httpx

from .. import _legacy_response
from ..types import model_list_params
from .._types import Body, Omit, Query, Headers, NotGiven, omit, not_given
from .._utils import is_given, maybe_transform, strip_not_given
from .._compat import cached_property
from .._resource import SyncAPIResource, AsyncAPIResource
from .._response import to_streamed_response_wrapper, async_to_streamed_response_wrapper
from ..pagination import SyncPage, AsyncPage
from .._base_client import AsyncPaginator, make_request_options
from ..types.model_info import ModelInfo
from ..types.anthropic_beta_param import AnthropicBetaParam

__all__ = ["Models", "AsyncModels"]


class Models(SyncAPIResource):
    @cached_property
    def with_raw_response(self) -> ModelsWithRawResponse:
        """
        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/anthropics/anthropic-sdk-python#accessing-raw-response-data-eg-headers
        """
        return ModelsWithRawResponse(self)

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

        For more information, see https://www.github.com/anthropics/anthropic-sdk-python#with_streaming_response
        """
        return ModelsWithStreamingResponse(self)

    def retrieve(
        self,
        model_id: str,
        *,
        betas: List[AnthropicBetaParam] | 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,
    ) -> ModelInfo:
        """
        Get a specific model.

        The Models API response can be used to determine information about a specific
        model or resolve a model alias to a model ID.

        Args:
          model_id: Model identifier or alias.

          betas: Optional header to specify the beta version(s) you want to use.

          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 model_id:
            raise ValueError(f"Expected a non-empty value for `model_id` but received {model_id!r}")
        extra_headers = {
            **strip_not_given({"anthropic-beta": ",".join(str(e) for e in betas) if is_given(betas) else not_given}),
            **(extra_headers or {}),
        }
        return self._get(
            f"/v1/models/{model_id}",
            options=make_request_options(
                extra_headers=extra_headers, extra_query=extra_query, extra_body=extra_body, timeout=timeout
            ),
            cast_to=ModelInfo,
        )

    def list(
        self,
        *,
        after_id: str | Omit = omit,
        before_id: str | Omit = omit,
        limit: int | Omit = omit,
        betas: List[AnthropicBetaParam] | 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,
    ) -> SyncPage[ModelInfo]:
        """
        List available models.

        The Models API response can be used to determine which models are available for
        use in the API. More recently released models are listed first.

        Args:
          after_id: ID of the object to use as a cursor for pagination. When provided, returns the
              page of results immediately after this object.

          before_id: ID of the object to use as a cursor for pagination. When provided, returns the
              page of results immediately before this object.

          limit: Number of items to return per page.

              Defaults to `20`. Ranges from `1` to `1000`.

          betas: Optional header to specify the beta version(s) you want to use.

          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
        """
        extra_headers = {
            **strip_not_given({"anthropic-beta": ",".join(str(e) for e in betas) if is_given(betas) else not_given}),
            **(extra_headers or {}),
        }
        return self._get_api_list(
            "/v1/models",
            page=SyncPage[ModelInfo],
            options=make_request_options(
                extra_headers=extra_headers,
                extra_query=extra_query,
                extra_body=extra_body,
                timeout=timeout,
                query=maybe_transform(
                    {
                        "after_id": after_id,
                        "before_id": before_id,
                        "limit": limit,
                    },
                    model_list_params.ModelListParams,
                ),
            ),
            model=ModelInfo,
        )


class AsyncModels(AsyncAPIResource):
    @cached_property
    def with_raw_response(self) -> AsyncModelsWithRawResponse:
        """
        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/anthropics/anthropic-sdk-python#accessing-raw-response-data-eg-headers
        """
        return AsyncModelsWithRawResponse(self)

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

        For more information, see https://www.github.com/anthropics/anthropic-sdk-python#with_streaming_response
        """
        return AsyncModelsWithStreamingResponse(self)

    async def retrieve(
        self,
        model_id: str,
        *,
        betas: List[AnthropicBetaParam] | 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,
    ) -> ModelInfo:
        """
        Get a specific model.

        The Models API response can be used to determine information about a specific
        model or resolve a model alias to a model ID.

        Args:
          model_id: Model identifier or alias.

          betas: Optional header to specify the beta version(s) you want to use.

          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 model_id:
            raise ValueError(f"Expected a non-empty value for `model_id` but received {model_id!r}")
        extra_headers = {
            **strip_not_given({"anthropic-beta": ",".join(str(e) for e in betas) if is_given(betas) else not_given}),
            **(extra_headers or {}),
        }
        return await self._get(
            f"/v1/models/{model_id}",
            options=make_request_options(
                extra_headers=extra_headers, extra_query=extra_query, extra_body=extra_body, timeout=timeout
            ),
            cast_to=ModelInfo,
        )

    def list(
        self,
        *,
        after_id: str | Omit = omit,
        before_id: str | Omit = omit,
        limit: int | Omit = omit,
        betas: List[AnthropicBetaParam] | 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,
    ) -> AsyncPaginator[ModelInfo, AsyncPage[ModelInfo]]:
        """
        List available models.

        The Models API response can be used to determine which models are available for
        use in the API. More recently released models are listed first.

        Args:
          after_id: ID of the object to use as a cursor for pagination. When provided, returns the
              page of results immediately after this object.

          before_id: ID of the object to use as a cursor for pagination. When provided, returns the
              page of results immediately before this object.

          limit: Number of items to return per page.

              Defaults to `20`. Ranges from `1` to `1000`.

          betas: Optional header to specify the beta version(s) you want to use.

          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
        """
        extra_headers = {
            **strip_not_given({"anthropic-beta": ",".join(str(e) for e in betas) if is_given(betas) else not_given}),
            **(extra_headers or {}),
        }
        return self._get_api_list(
            "/v1/models",
            page=AsyncPage[ModelInfo],
            options=make_request_options(
                extra_headers=extra_headers,
                extra_query=extra_query,
                extra_body=extra_body,
                timeout=timeout,
                query=maybe_transform(
                    {
                        "after_id": after_id,
                        "before_id": before_id,
                        "limit": limit,
                    },
                    model_list_params.ModelListParams,
                ),
            ),
            model=ModelInfo,
        )


class ModelsWithRawResponse:
    def __init__(self, models: Models) -> None:
        self._models = models

        self.retrieve = _legacy_response.to_raw_response_wrapper(
            models.retrieve,
        )
        self.list = _legacy_response.to_raw_response_wrapper(
            models.list,
        )


class AsyncModelsWithRawResponse:
    def __init__(self, models: AsyncModels) -> None:
        self._models = models

        self.retrieve = _legacy_response.async_to_raw_response_wrapper(
            models.retrieve,
        )
        self.list = _legacy_response.async_to_raw_response_wrapper(
            models.list,
        )


class ModelsWithStreamingResponse:
    def __init__(self, models: Models) -> None:
        self._models = models

        self.retrieve = to_streamed_response_wrapper(
            models.retrieve,
        )
        self.list = to_streamed_response_wrapper(
            models.list,
        )


class AsyncModelsWithStreamingResponse:
    def __init__(self, models: AsyncModels) -> None:
        self._models = models

        self.retrieve = async_to_streamed_response_wrapper(
            models.retrieve,
        )
        self.list = async_to_streamed_response_wrapper(
            models.list,
        )