finetunings.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 ..types import finetuning_list_params, finetuning_create_params
from .._types import NOT_GIVEN, Body, Query, Headers, NotGiven
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 .._base_client import (
    make_request_options,
)
from ..types.finetuning_response import FinetuningResponse
from ..types.finetuning_list_response import FinetuningListResponse

__all__ = ["FinetuningsResource", "AsyncFinetuningsResource"]


class FinetuningsResource(SyncAPIResource):
    @cached_property
    def with_raw_response(self) -> FinetuningsResourceWithRawResponse:
        return FinetuningsResourceWithRawResponse(self)

    @cached_property
    def with_streaming_response(self) -> FinetuningsResourceWithStreamingResponse:
        return FinetuningsResourceWithStreamingResponse(self)

    def create(
        self,
        *,
        alias: str,
        base_llm: finetuning_create_params.BaseLlm,
        db_connection_id: str,
        golden_sqls: List[str] | NotGiven = NOT_GIVEN,
        metadata: object | NotGiven = NOT_GIVEN,
        # 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,
    ) -> FinetuningResponse:
        """
        Api Create Api Finetuning Job

        Args:
          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._post(
            "/api/finetunings",
            body=maybe_transform(
                {
                    "alias": alias,
                    "base_llm": base_llm,
                    "db_connection_id": db_connection_id,
                    "golden_sqls": golden_sqls,
                    "metadata": metadata,
                },
                finetuning_create_params.FinetuningCreateParams,
            ),
            options=make_request_options(
                extra_headers=extra_headers, extra_query=extra_query, extra_body=extra_body, timeout=timeout
            ),
            cast_to=FinetuningResponse,
        )

    def retrieve(
        self,
        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,
    ) -> FinetuningResponse:
        """
        Api Get Finetuning Job

        Args:
          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 id:
            raise ValueError(f"Expected a non-empty value for `id` but received {id!r}")
        return self._get(
            f"/api/finetunings/{id}",
            options=make_request_options(
                extra_headers=extra_headers, extra_query=extra_query, extra_body=extra_body, timeout=timeout
            ),
            cast_to=FinetuningResponse,
        )

    def list(
        self,
        *,
        db_connection_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,
    ) -> FinetuningListResponse:
        """
        Get Finetuning Jobs

        Args:
          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/finetunings",
            options=make_request_options(
                extra_headers=extra_headers,
                extra_query=extra_query,
                extra_body=extra_body,
                timeout=timeout,
                query=maybe_transform(
                    {"db_connection_id": db_connection_id}, finetuning_list_params.FinetuningListParams
                ),
            ),
            cast_to=FinetuningListResponse,
        )

    def cancel(
        self,
        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,
    ) -> FinetuningResponse:
        """
        Cancel Finetuning Job

        Args:
          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 id:
            raise ValueError(f"Expected a non-empty value for `id` but received {id!r}")
        return self._post(
            f"/api/finetunings/{id}/cancel",
            options=make_request_options(
                extra_headers=extra_headers, extra_query=extra_query, extra_body=extra_body, timeout=timeout
            ),
            cast_to=FinetuningResponse,
        )


class AsyncFinetuningsResource(AsyncAPIResource):
    @cached_property
    def with_raw_response(self) -> AsyncFinetuningsResourceWithRawResponse:
        return AsyncFinetuningsResourceWithRawResponse(self)

    @cached_property
    def with_streaming_response(self) -> AsyncFinetuningsResourceWithStreamingResponse:
        return AsyncFinetuningsResourceWithStreamingResponse(self)

    async def create(
        self,
        *,
        alias: str,
        base_llm: finetuning_create_params.BaseLlm,
        db_connection_id: str,
        golden_sqls: List[str] | NotGiven = NOT_GIVEN,
        metadata: object | NotGiven = NOT_GIVEN,
        # 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,
    ) -> FinetuningResponse:
        """
        Api Create Api Finetuning Job

        Args:
          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._post(
            "/api/finetunings",
            body=await async_maybe_transform(
                {
                    "alias": alias,
                    "base_llm": base_llm,
                    "db_connection_id": db_connection_id,
                    "golden_sqls": golden_sqls,
                    "metadata": metadata,
                },
                finetuning_create_params.FinetuningCreateParams,
            ),
            options=make_request_options(
                extra_headers=extra_headers, extra_query=extra_query, extra_body=extra_body, timeout=timeout
            ),
            cast_to=FinetuningResponse,
        )

    async def retrieve(
        self,
        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,
    ) -> FinetuningResponse:
        """
        Api Get Finetuning Job

        Args:
          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 id:
            raise ValueError(f"Expected a non-empty value for `id` but received {id!r}")
        return await self._get(
            f"/api/finetunings/{id}",
            options=make_request_options(
                extra_headers=extra_headers, extra_query=extra_query, extra_body=extra_body, timeout=timeout
            ),
            cast_to=FinetuningResponse,
        )

    async def list(
        self,
        *,
        db_connection_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,
    ) -> FinetuningListResponse:
        """
        Get Finetuning Jobs

        Args:
          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(
            "/api/finetunings",
            options=make_request_options(
                extra_headers=extra_headers,
                extra_query=extra_query,
                extra_body=extra_body,
                timeout=timeout,
                query=await async_maybe_transform(
                    {"db_connection_id": db_connection_id}, finetuning_list_params.FinetuningListParams
                ),
            ),
            cast_to=FinetuningListResponse,
        )

    async def cancel(
        self,
        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,
    ) -> FinetuningResponse:
        """
        Cancel Finetuning Job

        Args:
          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 id:
            raise ValueError(f"Expected a non-empty value for `id` but received {id!r}")
        return await self._post(
            f"/api/finetunings/{id}/cancel",
            options=make_request_options(
                extra_headers=extra_headers, extra_query=extra_query, extra_body=extra_body, timeout=timeout
            ),
            cast_to=FinetuningResponse,
        )


class FinetuningsResourceWithRawResponse:
    def __init__(self, finetunings: FinetuningsResource) -> None:
        self._finetunings = finetunings

        self.create = to_raw_response_wrapper(
            finetunings.create,
        )
        self.retrieve = to_raw_response_wrapper(
            finetunings.retrieve,
        )
        self.list = to_raw_response_wrapper(
            finetunings.list,
        )
        self.cancel = to_raw_response_wrapper(
            finetunings.cancel,
        )


class AsyncFinetuningsResourceWithRawResponse:
    def __init__(self, finetunings: AsyncFinetuningsResource) -> None:
        self._finetunings = finetunings

        self.create = async_to_raw_response_wrapper(
            finetunings.create,
        )
        self.retrieve = async_to_raw_response_wrapper(
            finetunings.retrieve,
        )
        self.list = async_to_raw_response_wrapper(
            finetunings.list,
        )
        self.cancel = async_to_raw_response_wrapper(
            finetunings.cancel,
        )


class FinetuningsResourceWithStreamingResponse:
    def __init__(self, finetunings: FinetuningsResource) -> None:
        self._finetunings = finetunings

        self.create = to_streamed_response_wrapper(
            finetunings.create,
        )
        self.retrieve = to_streamed_response_wrapper(
            finetunings.retrieve,
        )
        self.list = to_streamed_response_wrapper(
            finetunings.list,
        )
        self.cancel = to_streamed_response_wrapper(
            finetunings.cancel,
        )


class AsyncFinetuningsResourceWithStreamingResponse:
    def __init__(self, finetunings: AsyncFinetuningsResource) -> None:
        self._finetunings = finetunings

        self.create = async_to_streamed_response_wrapper(
            finetunings.create,
        )
        self.retrieve = async_to_streamed_response_wrapper(
            finetunings.retrieve,
        )
        self.list = async_to_streamed_response_wrapper(
            finetunings.list,
        )
        self.cancel = async_to_streamed_response_wrapper(
            finetunings.cancel,
        )