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

from __future__ import annotations

from typing import Iterable

import httpx

from ... import _legacy_response
from ..._types import Body, Omit, Query, Headers, NotGiven, omit, not_given
from ..._utils import path_template, maybe_transform, strip_not_given, async_maybe_transform
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 ..._exceptions import AnthropicError
from ..._base_client import AsyncPaginator, make_request_options
from ...types.messages import batch_list_params, batch_create_params
from ..._decoders.jsonl import JSONLDecoder, AsyncJSONLDecoder
from ...types.messages.message_batch import MessageBatch
from ...types.messages.deleted_message_batch import DeletedMessageBatch
from ...types.messages.message_batch_individual_response import MessageBatchIndividualResponse

__all__ = ["Batches", "AsyncBatches"]


class Batches(SyncAPIResource):
    @cached_property
    def with_raw_response(self) -> BatchesWithRawResponse:
        """
        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 BatchesWithRawResponse(self)

    @cached_property
    def with_streaming_response(self) -> BatchesWithStreamingResponse:
        """
        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 BatchesWithStreamingResponse(self)

    def create(
        self,
        *,
        requests: Iterable[batch_create_params.Request],
        user_profile_id: 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,
    ) -> MessageBatch:
        """
        Send a batch of Message creation requests.

        The Message Batches API can be used to process multiple Messages API requests at
        once. Once a Message Batch is created, it begins processing immediately. Batches
        can take up to 24 hours to complete.

        Learn more about the Message Batches API in our
        [user guide](https://platform.claude.com/docs/en/build-with-claude/batch-processing)

        Args:
          requests: List of requests for prompt completion. Each is an individual request to create
              a Message.

          user_profile_id: The user profile ID to attribute the requests in this batch to. Use when acting
              on behalf of a party other than your organization. Requires the `user-profiles`
              beta header. Applies to every request in the batch; an individual request whose
              `user_profile_id` body field conflicts with this header is errored.

          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-user-profile-id": user_profile_id}), **(extra_headers or {})}
        return self._post(
            "/v1/messages/batches",
            body=maybe_transform({"requests": requests}, batch_create_params.BatchCreateParams),
            options=make_request_options(
                extra_headers=extra_headers, extra_query=extra_query, extra_body=extra_body, timeout=timeout
            ),
            cast_to=MessageBatch,
        )

    def retrieve(
        self,
        message_batch_id: str,
        *,
        # 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,
    ) -> MessageBatch:
        """This endpoint is idempotent and can be used to poll for Message Batch
        completion.

        To access the results of a Message Batch, make a request to the
        `results_url` field in the response.

        Learn more about the Message Batches API in our
        [user guide](https://platform.claude.com/docs/en/build-with-claude/batch-processing)

        Args:
          message_batch_id: ID of the Message Batch.

          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 message_batch_id:
            raise ValueError(f"Expected a non-empty value for `message_batch_id` but received {message_batch_id!r}")
        return self._get(
            path_template("/v1/messages/batches/{message_batch_id}", message_batch_id=message_batch_id),
            options=make_request_options(
                extra_headers=extra_headers, extra_query=extra_query, extra_body=extra_body, timeout=timeout
            ),
            cast_to=MessageBatch,
        )

    def list(
        self,
        *,
        after_id: str | Omit = omit,
        before_id: str | Omit = omit,
        limit: int | 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[MessageBatch]:
        """List all Message Batches within a Workspace.

        Most recently created batches are
        returned first.

        Learn more about the Message Batches API in our
        [user guide](https://platform.claude.com/docs/en/build-with-claude/batch-processing)

        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`.

          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_api_list(
            "/v1/messages/batches",
            page=SyncPage[MessageBatch],
            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,
                    },
                    batch_list_params.BatchListParams,
                ),
            ),
            model=MessageBatch,
        )

    def delete(
        self,
        message_batch_id: str,
        *,
        # 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,
    ) -> DeletedMessageBatch:
        """
        Delete a Message Batch.

        Message Batches can only be deleted once they've finished processing. If you'd
        like to delete an in-progress batch, you must first cancel it.

        Learn more about the Message Batches API in our
        [user guide](https://platform.claude.com/docs/en/build-with-claude/batch-processing)

        Args:
          message_batch_id: ID of the Message Batch.

          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 message_batch_id:
            raise ValueError(f"Expected a non-empty value for `message_batch_id` but received {message_batch_id!r}")
        return self._delete(
            path_template("/v1/messages/batches/{message_batch_id}", message_batch_id=message_batch_id),
            options=make_request_options(
                extra_headers=extra_headers, extra_query=extra_query, extra_body=extra_body, timeout=timeout
            ),
            cast_to=DeletedMessageBatch,
        )

    def cancel(
        self,
        message_batch_id: str,
        *,
        # 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,
    ) -> MessageBatch:
        """Batches may be canceled any time before processing ends.

        Once cancellation is
        initiated, the batch enters a `canceling` state, at which time the system may
        complete any in-progress, non-interruptible requests before finalizing
        cancellation.

        The number of canceled requests is specified in `request_counts`. To determine
        which requests were canceled, check the individual results within the batch.
        Note that cancellation may not result in any canceled requests if they were
        non-interruptible.

        Learn more about the Message Batches API in our
        [user guide](https://platform.claude.com/docs/en/build-with-claude/batch-processing)

        Args:
          message_batch_id: ID of the Message Batch.

          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 message_batch_id:
            raise ValueError(f"Expected a non-empty value for `message_batch_id` but received {message_batch_id!r}")
        return self._post(
            path_template("/v1/messages/batches/{message_batch_id}/cancel", message_batch_id=message_batch_id),
            options=make_request_options(
                extra_headers=extra_headers, extra_query=extra_query, extra_body=extra_body, timeout=timeout
            ),
            cast_to=MessageBatch,
        )

    def results(
        self,
        message_batch_id: str,
        *,
        # 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,
    ) -> JSONLDecoder[MessageBatchIndividualResponse]:
        """
        Streams the results of a Message Batch as a `.jsonl` file.

        Each line in the file is a JSON object containing the result of a single request
        in the Message Batch. Results are not guaranteed to be in the same order as
        requests. Use the `custom_id` field to match results to requests.

        Learn more about the Message Batches API in our
        [user guide](https://platform.claude.com/docs/en/build-with-claude/batch-processing)

        Args:
          message_batch_id: ID of the Message Batch.

          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 message_batch_id:
            raise ValueError(f"Expected a non-empty value for `message_batch_id` but received {message_batch_id!r}")

        batch = self.retrieve(message_batch_id=message_batch_id)
        if not batch.results_url:
            raise AnthropicError(
                f"No `results_url` for the given batch; Has it finished processing? {batch.processing_status}"
            )

        extra_headers = {"Accept": "application/binary", **(extra_headers or {})}
        return self._get(
            path_template(batch.results_url, message_batch_id=message_batch_id),
            options=make_request_options(
                extra_headers=extra_headers, extra_query=extra_query, extra_body=extra_body, timeout=timeout
            ),
            cast_to=JSONLDecoder[MessageBatchIndividualResponse],
            stream=True,
        )


class AsyncBatches(AsyncAPIResource):
    @cached_property
    def with_raw_response(self) -> AsyncBatchesWithRawResponse:
        """
        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 AsyncBatchesWithRawResponse(self)

    @cached_property
    def with_streaming_response(self) -> AsyncBatchesWithStreamingResponse:
        """
        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 AsyncBatchesWithStreamingResponse(self)

    async def create(
        self,
        *,
        requests: Iterable[batch_create_params.Request],
        user_profile_id: 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,
    ) -> MessageBatch:
        """
        Send a batch of Message creation requests.

        The Message Batches API can be used to process multiple Messages API requests at
        once. Once a Message Batch is created, it begins processing immediately. Batches
        can take up to 24 hours to complete.

        Learn more about the Message Batches API in our
        [user guide](https://platform.claude.com/docs/en/build-with-claude/batch-processing)

        Args:
          requests: List of requests for prompt completion. Each is an individual request to create
              a Message.

          user_profile_id: The user profile ID to attribute the requests in this batch to. Use when acting
              on behalf of a party other than your organization. Requires the `user-profiles`
              beta header. Applies to every request in the batch; an individual request whose
              `user_profile_id` body field conflicts with this header is errored.

          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-user-profile-id": user_profile_id}), **(extra_headers or {})}
        return await self._post(
            "/v1/messages/batches",
            body=await async_maybe_transform({"requests": requests}, batch_create_params.BatchCreateParams),
            options=make_request_options(
                extra_headers=extra_headers, extra_query=extra_query, extra_body=extra_body, timeout=timeout
            ),
            cast_to=MessageBatch,
        )

    async def retrieve(
        self,
        message_batch_id: str,
        *,
        # 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,
    ) -> MessageBatch:
        """This endpoint is idempotent and can be used to poll for Message Batch
        completion.

        To access the results of a Message Batch, make a request to the
        `results_url` field in the response.

        Learn more about the Message Batches API in our
        [user guide](https://platform.claude.com/docs/en/build-with-claude/batch-processing)

        Args:
          message_batch_id: ID of the Message Batch.

          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 message_batch_id:
            raise ValueError(f"Expected a non-empty value for `message_batch_id` but received {message_batch_id!r}")
        return await self._get(
            path_template("/v1/messages/batches/{message_batch_id}", message_batch_id=message_batch_id),
            options=make_request_options(
                extra_headers=extra_headers, extra_query=extra_query, extra_body=extra_body, timeout=timeout
            ),
            cast_to=MessageBatch,
        )

    def list(
        self,
        *,
        after_id: str | Omit = omit,
        before_id: str | Omit = omit,
        limit: int | 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[MessageBatch, AsyncPage[MessageBatch]]:
        """List all Message Batches within a Workspace.

        Most recently created batches are
        returned first.

        Learn more about the Message Batches API in our
        [user guide](https://platform.claude.com/docs/en/build-with-claude/batch-processing)

        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`.

          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_api_list(
            "/v1/messages/batches",
            page=AsyncPage[MessageBatch],
            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,
                    },
                    batch_list_params.BatchListParams,
                ),
            ),
            model=MessageBatch,
        )

    async def delete(
        self,
        message_batch_id: str,
        *,
        # 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,
    ) -> DeletedMessageBatch:
        """
        Delete a Message Batch.

        Message Batches can only be deleted once they've finished processing. If you'd
        like to delete an in-progress batch, you must first cancel it.

        Learn more about the Message Batches API in our
        [user guide](https://platform.claude.com/docs/en/build-with-claude/batch-processing)

        Args:
          message_batch_id: ID of the Message Batch.

          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 message_batch_id:
            raise ValueError(f"Expected a non-empty value for `message_batch_id` but received {message_batch_id!r}")
        return await self._delete(
            path_template("/v1/messages/batches/{message_batch_id}", message_batch_id=message_batch_id),
            options=make_request_options(
                extra_headers=extra_headers, extra_query=extra_query, extra_body=extra_body, timeout=timeout
            ),
            cast_to=DeletedMessageBatch,
        )

    async def cancel(
        self,
        message_batch_id: str,
        *,
        # 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,
    ) -> MessageBatch:
        """Batches may be canceled any time before processing ends.

        Once cancellation is
        initiated, the batch enters a `canceling` state, at which time the system may
        complete any in-progress, non-interruptible requests before finalizing
        cancellation.

        The number of canceled requests is specified in `request_counts`. To determine
        which requests were canceled, check the individual results within the batch.
        Note that cancellation may not result in any canceled requests if they were
        non-interruptible.

        Learn more about the Message Batches API in our
        [user guide](https://platform.claude.com/docs/en/build-with-claude/batch-processing)

        Args:
          message_batch_id: ID of the Message Batch.

          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 message_batch_id:
            raise ValueError(f"Expected a non-empty value for `message_batch_id` but received {message_batch_id!r}")
        return await self._post(
            path_template("/v1/messages/batches/{message_batch_id}/cancel", message_batch_id=message_batch_id),
            options=make_request_options(
                extra_headers=extra_headers, extra_query=extra_query, extra_body=extra_body, timeout=timeout
            ),
            cast_to=MessageBatch,
        )

    async def results(
        self,
        message_batch_id: str,
        *,
        # 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,
    ) -> AsyncJSONLDecoder[MessageBatchIndividualResponse]:
        """
        Streams the results of a Message Batch as a `.jsonl` file.

        Each line in the file is a JSON object containing the result of a single request
        in the Message Batch. Results are not guaranteed to be in the same order as
        requests. Use the `custom_id` field to match results to requests.

        Learn more about the Message Batches API in our
        [user guide](https://platform.claude.com/docs/en/build-with-claude/batch-processing)

        Args:
          message_batch_id: ID of the Message Batch.

          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 message_batch_id:
            raise ValueError(f"Expected a non-empty value for `message_batch_id` but received {message_batch_id!r}")

        batch = await self.retrieve(message_batch_id=message_batch_id)
        if not batch.results_url:
            raise AnthropicError(
                f"No `results_url` for the given batch; Has it finished processing? {batch.processing_status}"
            )

        extra_headers = {"Accept": "application/binary", **(extra_headers or {})}
        return await self._get(
            path_template(batch.results_url, message_batch_id=message_batch_id),
            options=make_request_options(
                extra_headers=extra_headers, extra_query=extra_query, extra_body=extra_body, timeout=timeout
            ),
            cast_to=AsyncJSONLDecoder[MessageBatchIndividualResponse],
            stream=True,
        )


class BatchesWithRawResponse:
    def __init__(self, batches: Batches) -> None:
        self._batches = batches

        self.create = _legacy_response.to_raw_response_wrapper(
            batches.create,
        )
        self.retrieve = _legacy_response.to_raw_response_wrapper(
            batches.retrieve,
        )
        self.list = _legacy_response.to_raw_response_wrapper(
            batches.list,
        )
        self.delete = _legacy_response.to_raw_response_wrapper(
            batches.delete,
        )
        self.cancel = _legacy_response.to_raw_response_wrapper(
            batches.cancel,
        )


class AsyncBatchesWithRawResponse:
    def __init__(self, batches: AsyncBatches) -> None:
        self._batches = batches

        self.create = _legacy_response.async_to_raw_response_wrapper(
            batches.create,
        )
        self.retrieve = _legacy_response.async_to_raw_response_wrapper(
            batches.retrieve,
        )
        self.list = _legacy_response.async_to_raw_response_wrapper(
            batches.list,
        )
        self.delete = _legacy_response.async_to_raw_response_wrapper(
            batches.delete,
        )
        self.cancel = _legacy_response.async_to_raw_response_wrapper(
            batches.cancel,
        )


class BatchesWithStreamingResponse:
    def __init__(self, batches: Batches) -> None:
        self._batches = batches

        self.create = to_streamed_response_wrapper(
            batches.create,
        )
        self.retrieve = to_streamed_response_wrapper(
            batches.retrieve,
        )
        self.list = to_streamed_response_wrapper(
            batches.list,
        )
        self.delete = to_streamed_response_wrapper(
            batches.delete,
        )
        self.cancel = to_streamed_response_wrapper(
            batches.cancel,
        )


class AsyncBatchesWithStreamingResponse:
    def __init__(self, batches: AsyncBatches) -> None:
        self._batches = batches

        self.create = async_to_streamed_response_wrapper(
            batches.create,
        )
        self.retrieve = async_to_streamed_response_wrapper(
            batches.retrieve,
        )
        self.list = async_to_streamed_response_wrapper(
            batches.list,
        )
        self.delete = async_to_streamed_response_wrapper(
            batches.delete,
        )
        self.cancel = async_to_streamed_response_wrapper(
            batches.cancel,
        )
