chore: 添加虚拟环境到仓库

- 添加 backend_service/venv 虚拟环境
- 包含所有Python依赖包
- 注意:虚拟环境约393MB,包含12655个文件
This commit is contained in:
2025-12-03 10:19:25 +08:00
parent a6c2027caa
commit c4f851d387
12655 changed files with 3009376 additions and 0 deletions

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# File generated from our OpenAPI spec by Stainless. See CONTRIBUTING.md for details.
from .runs import (
Runs,
AsyncRuns,
RunsWithRawResponse,
AsyncRunsWithRawResponse,
RunsWithStreamingResponse,
AsyncRunsWithStreamingResponse,
)
from .evals import (
Evals,
AsyncEvals,
EvalsWithRawResponse,
AsyncEvalsWithRawResponse,
EvalsWithStreamingResponse,
AsyncEvalsWithStreamingResponse,
)
__all__ = [
"Runs",
"AsyncRuns",
"RunsWithRawResponse",
"AsyncRunsWithRawResponse",
"RunsWithStreamingResponse",
"AsyncRunsWithStreamingResponse",
"Evals",
"AsyncEvals",
"EvalsWithRawResponse",
"AsyncEvalsWithRawResponse",
"EvalsWithStreamingResponse",
"AsyncEvalsWithStreamingResponse",
]

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# File generated from our OpenAPI spec by Stainless. See CONTRIBUTING.md for details.
from __future__ import annotations
from typing import Iterable, Optional
from typing_extensions import Literal
import httpx
from ... import _legacy_response
from ...types import eval_list_params, eval_create_params, eval_update_params
from ..._types import Body, Omit, Query, Headers, NotGiven, omit, not_given
from ..._utils import maybe_transform, async_maybe_transform
from ..._compat import cached_property
from .runs.runs import (
Runs,
AsyncRuns,
RunsWithRawResponse,
AsyncRunsWithRawResponse,
RunsWithStreamingResponse,
AsyncRunsWithStreamingResponse,
)
from ..._resource import SyncAPIResource, AsyncAPIResource
from ..._response import to_streamed_response_wrapper, async_to_streamed_response_wrapper
from ...pagination import SyncCursorPage, AsyncCursorPage
from ..._base_client import AsyncPaginator, make_request_options
from ...types.eval_list_response import EvalListResponse
from ...types.eval_create_response import EvalCreateResponse
from ...types.eval_delete_response import EvalDeleteResponse
from ...types.eval_update_response import EvalUpdateResponse
from ...types.eval_retrieve_response import EvalRetrieveResponse
from ...types.shared_params.metadata import Metadata
__all__ = ["Evals", "AsyncEvals"]
class Evals(SyncAPIResource):
@cached_property
def runs(self) -> Runs:
return Runs(self._client)
@cached_property
def with_raw_response(self) -> EvalsWithRawResponse:
"""
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/openai/openai-python#accessing-raw-response-data-eg-headers
"""
return EvalsWithRawResponse(self)
@cached_property
def with_streaming_response(self) -> EvalsWithStreamingResponse:
"""
An alternative to `.with_raw_response` that doesn't eagerly read the response body.
For more information, see https://www.github.com/openai/openai-python#with_streaming_response
"""
return EvalsWithStreamingResponse(self)
def create(
self,
*,
data_source_config: eval_create_params.DataSourceConfig,
testing_criteria: Iterable[eval_create_params.TestingCriterion],
metadata: Optional[Metadata] | Omit = omit,
name: 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,
) -> EvalCreateResponse:
"""
Create the structure of an evaluation that can be used to test a model's
performance. An evaluation is a set of testing criteria and the config for a
data source, which dictates the schema of the data used in the evaluation. After
creating an evaluation, you can run it on different models and model parameters.
We support several types of graders and datasources. For more information, see
the [Evals guide](https://platform.openai.com/docs/guides/evals).
Args:
data_source_config: The configuration for the data source used for the evaluation runs. Dictates the
schema of the data used in the evaluation.
testing_criteria: A list of graders for all eval runs in this group. Graders can reference
variables in the data source using double curly braces notation, like
`{{item.variable_name}}`. To reference the model's output, use the `sample`
namespace (ie, `{{sample.output_text}}`).
metadata: Set of 16 key-value pairs that can be attached to an object. This can be useful
for storing additional information about the object in a structured format, and
querying for objects via API or the dashboard.
Keys are strings with a maximum length of 64 characters. Values are strings with
a maximum length of 512 characters.
name: The name of the evaluation.
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(
"/evals",
body=maybe_transform(
{
"data_source_config": data_source_config,
"testing_criteria": testing_criteria,
"metadata": metadata,
"name": name,
},
eval_create_params.EvalCreateParams,
),
options=make_request_options(
extra_headers=extra_headers, extra_query=extra_query, extra_body=extra_body, timeout=timeout
),
cast_to=EvalCreateResponse,
)
def retrieve(
self,
eval_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,
) -> EvalRetrieveResponse:
"""
Get an evaluation by ID.
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 eval_id:
raise ValueError(f"Expected a non-empty value for `eval_id` but received {eval_id!r}")
return self._get(
f"/evals/{eval_id}",
options=make_request_options(
extra_headers=extra_headers, extra_query=extra_query, extra_body=extra_body, timeout=timeout
),
cast_to=EvalRetrieveResponse,
)
def update(
self,
eval_id: str,
*,
metadata: Optional[Metadata] | Omit = omit,
name: 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,
) -> EvalUpdateResponse:
"""
Update certain properties of an evaluation.
Args:
metadata: Set of 16 key-value pairs that can be attached to an object. This can be useful
for storing additional information about the object in a structured format, and
querying for objects via API or the dashboard.
Keys are strings with a maximum length of 64 characters. Values are strings with
a maximum length of 512 characters.
name: Rename the evaluation.
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 eval_id:
raise ValueError(f"Expected a non-empty value for `eval_id` but received {eval_id!r}")
return self._post(
f"/evals/{eval_id}",
body=maybe_transform(
{
"metadata": metadata,
"name": name,
},
eval_update_params.EvalUpdateParams,
),
options=make_request_options(
extra_headers=extra_headers, extra_query=extra_query, extra_body=extra_body, timeout=timeout
),
cast_to=EvalUpdateResponse,
)
def list(
self,
*,
after: str | Omit = omit,
limit: int | Omit = omit,
order: Literal["asc", "desc"] | Omit = omit,
order_by: Literal["created_at", "updated_at"] | 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,
) -> SyncCursorPage[EvalListResponse]:
"""
List evaluations for a project.
Args:
after: Identifier for the last eval from the previous pagination request.
limit: Number of evals to retrieve.
order: Sort order for evals by timestamp. Use `asc` for ascending order or `desc` for
descending order.
order_by: Evals can be ordered by creation time or last updated time. Use `created_at` for
creation time or `updated_at` for last updated time.
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(
"/evals",
page=SyncCursorPage[EvalListResponse],
options=make_request_options(
extra_headers=extra_headers,
extra_query=extra_query,
extra_body=extra_body,
timeout=timeout,
query=maybe_transform(
{
"after": after,
"limit": limit,
"order": order,
"order_by": order_by,
},
eval_list_params.EvalListParams,
),
),
model=EvalListResponse,
)
def delete(
self,
eval_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,
) -> EvalDeleteResponse:
"""
Delete an evaluation.
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 eval_id:
raise ValueError(f"Expected a non-empty value for `eval_id` but received {eval_id!r}")
return self._delete(
f"/evals/{eval_id}",
options=make_request_options(
extra_headers=extra_headers, extra_query=extra_query, extra_body=extra_body, timeout=timeout
),
cast_to=EvalDeleteResponse,
)
class AsyncEvals(AsyncAPIResource):
@cached_property
def runs(self) -> AsyncRuns:
return AsyncRuns(self._client)
@cached_property
def with_raw_response(self) -> AsyncEvalsWithRawResponse:
"""
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/openai/openai-python#accessing-raw-response-data-eg-headers
"""
return AsyncEvalsWithRawResponse(self)
@cached_property
def with_streaming_response(self) -> AsyncEvalsWithStreamingResponse:
"""
An alternative to `.with_raw_response` that doesn't eagerly read the response body.
For more information, see https://www.github.com/openai/openai-python#with_streaming_response
"""
return AsyncEvalsWithStreamingResponse(self)
async def create(
self,
*,
data_source_config: eval_create_params.DataSourceConfig,
testing_criteria: Iterable[eval_create_params.TestingCriterion],
metadata: Optional[Metadata] | Omit = omit,
name: 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,
) -> EvalCreateResponse:
"""
Create the structure of an evaluation that can be used to test a model's
performance. An evaluation is a set of testing criteria and the config for a
data source, which dictates the schema of the data used in the evaluation. After
creating an evaluation, you can run it on different models and model parameters.
We support several types of graders and datasources. For more information, see
the [Evals guide](https://platform.openai.com/docs/guides/evals).
Args:
data_source_config: The configuration for the data source used for the evaluation runs. Dictates the
schema of the data used in the evaluation.
testing_criteria: A list of graders for all eval runs in this group. Graders can reference
variables in the data source using double curly braces notation, like
`{{item.variable_name}}`. To reference the model's output, use the `sample`
namespace (ie, `{{sample.output_text}}`).
metadata: Set of 16 key-value pairs that can be attached to an object. This can be useful
for storing additional information about the object in a structured format, and
querying for objects via API or the dashboard.
Keys are strings with a maximum length of 64 characters. Values are strings with
a maximum length of 512 characters.
name: The name of the evaluation.
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(
"/evals",
body=await async_maybe_transform(
{
"data_source_config": data_source_config,
"testing_criteria": testing_criteria,
"metadata": metadata,
"name": name,
},
eval_create_params.EvalCreateParams,
),
options=make_request_options(
extra_headers=extra_headers, extra_query=extra_query, extra_body=extra_body, timeout=timeout
),
cast_to=EvalCreateResponse,
)
async def retrieve(
self,
eval_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,
) -> EvalRetrieveResponse:
"""
Get an evaluation by ID.
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 eval_id:
raise ValueError(f"Expected a non-empty value for `eval_id` but received {eval_id!r}")
return await self._get(
f"/evals/{eval_id}",
options=make_request_options(
extra_headers=extra_headers, extra_query=extra_query, extra_body=extra_body, timeout=timeout
),
cast_to=EvalRetrieveResponse,
)
async def update(
self,
eval_id: str,
*,
metadata: Optional[Metadata] | Omit = omit,
name: 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,
) -> EvalUpdateResponse:
"""
Update certain properties of an evaluation.
Args:
metadata: Set of 16 key-value pairs that can be attached to an object. This can be useful
for storing additional information about the object in a structured format, and
querying for objects via API or the dashboard.
Keys are strings with a maximum length of 64 characters. Values are strings with
a maximum length of 512 characters.
name: Rename the evaluation.
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 eval_id:
raise ValueError(f"Expected a non-empty value for `eval_id` but received {eval_id!r}")
return await self._post(
f"/evals/{eval_id}",
body=await async_maybe_transform(
{
"metadata": metadata,
"name": name,
},
eval_update_params.EvalUpdateParams,
),
options=make_request_options(
extra_headers=extra_headers, extra_query=extra_query, extra_body=extra_body, timeout=timeout
),
cast_to=EvalUpdateResponse,
)
def list(
self,
*,
after: str | Omit = omit,
limit: int | Omit = omit,
order: Literal["asc", "desc"] | Omit = omit,
order_by: Literal["created_at", "updated_at"] | 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[EvalListResponse, AsyncCursorPage[EvalListResponse]]:
"""
List evaluations for a project.
Args:
after: Identifier for the last eval from the previous pagination request.
limit: Number of evals to retrieve.
order: Sort order for evals by timestamp. Use `asc` for ascending order or `desc` for
descending order.
order_by: Evals can be ordered by creation time or last updated time. Use `created_at` for
creation time or `updated_at` for last updated time.
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(
"/evals",
page=AsyncCursorPage[EvalListResponse],
options=make_request_options(
extra_headers=extra_headers,
extra_query=extra_query,
extra_body=extra_body,
timeout=timeout,
query=maybe_transform(
{
"after": after,
"limit": limit,
"order": order,
"order_by": order_by,
},
eval_list_params.EvalListParams,
),
),
model=EvalListResponse,
)
async def delete(
self,
eval_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,
) -> EvalDeleteResponse:
"""
Delete an evaluation.
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 eval_id:
raise ValueError(f"Expected a non-empty value for `eval_id` but received {eval_id!r}")
return await self._delete(
f"/evals/{eval_id}",
options=make_request_options(
extra_headers=extra_headers, extra_query=extra_query, extra_body=extra_body, timeout=timeout
),
cast_to=EvalDeleteResponse,
)
class EvalsWithRawResponse:
def __init__(self, evals: Evals) -> None:
self._evals = evals
self.create = _legacy_response.to_raw_response_wrapper(
evals.create,
)
self.retrieve = _legacy_response.to_raw_response_wrapper(
evals.retrieve,
)
self.update = _legacy_response.to_raw_response_wrapper(
evals.update,
)
self.list = _legacy_response.to_raw_response_wrapper(
evals.list,
)
self.delete = _legacy_response.to_raw_response_wrapper(
evals.delete,
)
@cached_property
def runs(self) -> RunsWithRawResponse:
return RunsWithRawResponse(self._evals.runs)
class AsyncEvalsWithRawResponse:
def __init__(self, evals: AsyncEvals) -> None:
self._evals = evals
self.create = _legacy_response.async_to_raw_response_wrapper(
evals.create,
)
self.retrieve = _legacy_response.async_to_raw_response_wrapper(
evals.retrieve,
)
self.update = _legacy_response.async_to_raw_response_wrapper(
evals.update,
)
self.list = _legacy_response.async_to_raw_response_wrapper(
evals.list,
)
self.delete = _legacy_response.async_to_raw_response_wrapper(
evals.delete,
)
@cached_property
def runs(self) -> AsyncRunsWithRawResponse:
return AsyncRunsWithRawResponse(self._evals.runs)
class EvalsWithStreamingResponse:
def __init__(self, evals: Evals) -> None:
self._evals = evals
self.create = to_streamed_response_wrapper(
evals.create,
)
self.retrieve = to_streamed_response_wrapper(
evals.retrieve,
)
self.update = to_streamed_response_wrapper(
evals.update,
)
self.list = to_streamed_response_wrapper(
evals.list,
)
self.delete = to_streamed_response_wrapper(
evals.delete,
)
@cached_property
def runs(self) -> RunsWithStreamingResponse:
return RunsWithStreamingResponse(self._evals.runs)
class AsyncEvalsWithStreamingResponse:
def __init__(self, evals: AsyncEvals) -> None:
self._evals = evals
self.create = async_to_streamed_response_wrapper(
evals.create,
)
self.retrieve = async_to_streamed_response_wrapper(
evals.retrieve,
)
self.update = async_to_streamed_response_wrapper(
evals.update,
)
self.list = async_to_streamed_response_wrapper(
evals.list,
)
self.delete = async_to_streamed_response_wrapper(
evals.delete,
)
@cached_property
def runs(self) -> AsyncRunsWithStreamingResponse:
return AsyncRunsWithStreamingResponse(self._evals.runs)

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# File generated from our OpenAPI spec by Stainless. See CONTRIBUTING.md for details.
from .runs import (
Runs,
AsyncRuns,
RunsWithRawResponse,
AsyncRunsWithRawResponse,
RunsWithStreamingResponse,
AsyncRunsWithStreamingResponse,
)
from .output_items import (
OutputItems,
AsyncOutputItems,
OutputItemsWithRawResponse,
AsyncOutputItemsWithRawResponse,
OutputItemsWithStreamingResponse,
AsyncOutputItemsWithStreamingResponse,
)
__all__ = [
"OutputItems",
"AsyncOutputItems",
"OutputItemsWithRawResponse",
"AsyncOutputItemsWithRawResponse",
"OutputItemsWithStreamingResponse",
"AsyncOutputItemsWithStreamingResponse",
"Runs",
"AsyncRuns",
"RunsWithRawResponse",
"AsyncRunsWithRawResponse",
"RunsWithStreamingResponse",
"AsyncRunsWithStreamingResponse",
]

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# File generated from our OpenAPI spec by Stainless. See CONTRIBUTING.md for details.
from __future__ import annotations
from typing_extensions import Literal
import httpx
from .... import _legacy_response
from ...._types import Body, Omit, Query, Headers, NotGiven, omit, not_given
from ...._utils import 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 SyncCursorPage, AsyncCursorPage
from ...._base_client import AsyncPaginator, make_request_options
from ....types.evals.runs import output_item_list_params
from ....types.evals.runs.output_item_list_response import OutputItemListResponse
from ....types.evals.runs.output_item_retrieve_response import OutputItemRetrieveResponse
__all__ = ["OutputItems", "AsyncOutputItems"]
class OutputItems(SyncAPIResource):
@cached_property
def with_raw_response(self) -> OutputItemsWithRawResponse:
"""
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/openai/openai-python#accessing-raw-response-data-eg-headers
"""
return OutputItemsWithRawResponse(self)
@cached_property
def with_streaming_response(self) -> OutputItemsWithStreamingResponse:
"""
An alternative to `.with_raw_response` that doesn't eagerly read the response body.
For more information, see https://www.github.com/openai/openai-python#with_streaming_response
"""
return OutputItemsWithStreamingResponse(self)
def retrieve(
self,
output_item_id: str,
*,
eval_id: str,
run_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,
) -> OutputItemRetrieveResponse:
"""
Get an evaluation run output item by ID.
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 eval_id:
raise ValueError(f"Expected a non-empty value for `eval_id` but received {eval_id!r}")
if not run_id:
raise ValueError(f"Expected a non-empty value for `run_id` but received {run_id!r}")
if not output_item_id:
raise ValueError(f"Expected a non-empty value for `output_item_id` but received {output_item_id!r}")
return self._get(
f"/evals/{eval_id}/runs/{run_id}/output_items/{output_item_id}",
options=make_request_options(
extra_headers=extra_headers, extra_query=extra_query, extra_body=extra_body, timeout=timeout
),
cast_to=OutputItemRetrieveResponse,
)
def list(
self,
run_id: str,
*,
eval_id: str,
after: str | Omit = omit,
limit: int | Omit = omit,
order: Literal["asc", "desc"] | Omit = omit,
status: Literal["fail", "pass"] | 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,
) -> SyncCursorPage[OutputItemListResponse]:
"""
Get a list of output items for an evaluation run.
Args:
after: Identifier for the last output item from the previous pagination request.
limit: Number of output items to retrieve.
order: Sort order for output items by timestamp. Use `asc` for ascending order or
`desc` for descending order. Defaults to `asc`.
status: Filter output items by status. Use `failed` to filter by failed output items or
`pass` to filter by passed output items.
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 eval_id:
raise ValueError(f"Expected a non-empty value for `eval_id` but received {eval_id!r}")
if not run_id:
raise ValueError(f"Expected a non-empty value for `run_id` but received {run_id!r}")
return self._get_api_list(
f"/evals/{eval_id}/runs/{run_id}/output_items",
page=SyncCursorPage[OutputItemListResponse],
options=make_request_options(
extra_headers=extra_headers,
extra_query=extra_query,
extra_body=extra_body,
timeout=timeout,
query=maybe_transform(
{
"after": after,
"limit": limit,
"order": order,
"status": status,
},
output_item_list_params.OutputItemListParams,
),
),
model=OutputItemListResponse,
)
class AsyncOutputItems(AsyncAPIResource):
@cached_property
def with_raw_response(self) -> AsyncOutputItemsWithRawResponse:
"""
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/openai/openai-python#accessing-raw-response-data-eg-headers
"""
return AsyncOutputItemsWithRawResponse(self)
@cached_property
def with_streaming_response(self) -> AsyncOutputItemsWithStreamingResponse:
"""
An alternative to `.with_raw_response` that doesn't eagerly read the response body.
For more information, see https://www.github.com/openai/openai-python#with_streaming_response
"""
return AsyncOutputItemsWithStreamingResponse(self)
async def retrieve(
self,
output_item_id: str,
*,
eval_id: str,
run_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,
) -> OutputItemRetrieveResponse:
"""
Get an evaluation run output item by ID.
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 eval_id:
raise ValueError(f"Expected a non-empty value for `eval_id` but received {eval_id!r}")
if not run_id:
raise ValueError(f"Expected a non-empty value for `run_id` but received {run_id!r}")
if not output_item_id:
raise ValueError(f"Expected a non-empty value for `output_item_id` but received {output_item_id!r}")
return await self._get(
f"/evals/{eval_id}/runs/{run_id}/output_items/{output_item_id}",
options=make_request_options(
extra_headers=extra_headers, extra_query=extra_query, extra_body=extra_body, timeout=timeout
),
cast_to=OutputItemRetrieveResponse,
)
def list(
self,
run_id: str,
*,
eval_id: str,
after: str | Omit = omit,
limit: int | Omit = omit,
order: Literal["asc", "desc"] | Omit = omit,
status: Literal["fail", "pass"] | 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[OutputItemListResponse, AsyncCursorPage[OutputItemListResponse]]:
"""
Get a list of output items for an evaluation run.
Args:
after: Identifier for the last output item from the previous pagination request.
limit: Number of output items to retrieve.
order: Sort order for output items by timestamp. Use `asc` for ascending order or
`desc` for descending order. Defaults to `asc`.
status: Filter output items by status. Use `failed` to filter by failed output items or
`pass` to filter by passed output items.
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 eval_id:
raise ValueError(f"Expected a non-empty value for `eval_id` but received {eval_id!r}")
if not run_id:
raise ValueError(f"Expected a non-empty value for `run_id` but received {run_id!r}")
return self._get_api_list(
f"/evals/{eval_id}/runs/{run_id}/output_items",
page=AsyncCursorPage[OutputItemListResponse],
options=make_request_options(
extra_headers=extra_headers,
extra_query=extra_query,
extra_body=extra_body,
timeout=timeout,
query=maybe_transform(
{
"after": after,
"limit": limit,
"order": order,
"status": status,
},
output_item_list_params.OutputItemListParams,
),
),
model=OutputItemListResponse,
)
class OutputItemsWithRawResponse:
def __init__(self, output_items: OutputItems) -> None:
self._output_items = output_items
self.retrieve = _legacy_response.to_raw_response_wrapper(
output_items.retrieve,
)
self.list = _legacy_response.to_raw_response_wrapper(
output_items.list,
)
class AsyncOutputItemsWithRawResponse:
def __init__(self, output_items: AsyncOutputItems) -> None:
self._output_items = output_items
self.retrieve = _legacy_response.async_to_raw_response_wrapper(
output_items.retrieve,
)
self.list = _legacy_response.async_to_raw_response_wrapper(
output_items.list,
)
class OutputItemsWithStreamingResponse:
def __init__(self, output_items: OutputItems) -> None:
self._output_items = output_items
self.retrieve = to_streamed_response_wrapper(
output_items.retrieve,
)
self.list = to_streamed_response_wrapper(
output_items.list,
)
class AsyncOutputItemsWithStreamingResponse:
def __init__(self, output_items: AsyncOutputItems) -> None:
self._output_items = output_items
self.retrieve = async_to_streamed_response_wrapper(
output_items.retrieve,
)
self.list = async_to_streamed_response_wrapper(
output_items.list,
)

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@@ -0,0 +1,634 @@
# File generated from our OpenAPI spec by Stainless. See CONTRIBUTING.md for details.
from __future__ import annotations
from typing import Optional
from typing_extensions import Literal
import httpx
from .... import _legacy_response
from ...._types import Body, Omit, Query, Headers, NotGiven, 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_streamed_response_wrapper, async_to_streamed_response_wrapper
from .output_items import (
OutputItems,
AsyncOutputItems,
OutputItemsWithRawResponse,
AsyncOutputItemsWithRawResponse,
OutputItemsWithStreamingResponse,
AsyncOutputItemsWithStreamingResponse,
)
from ....pagination import SyncCursorPage, AsyncCursorPage
from ....types.evals import run_list_params, run_create_params
from ...._base_client import AsyncPaginator, make_request_options
from ....types.shared_params.metadata import Metadata
from ....types.evals.run_list_response import RunListResponse
from ....types.evals.run_cancel_response import RunCancelResponse
from ....types.evals.run_create_response import RunCreateResponse
from ....types.evals.run_delete_response import RunDeleteResponse
from ....types.evals.run_retrieve_response import RunRetrieveResponse
__all__ = ["Runs", "AsyncRuns"]
class Runs(SyncAPIResource):
@cached_property
def output_items(self) -> OutputItems:
return OutputItems(self._client)
@cached_property
def with_raw_response(self) -> RunsWithRawResponse:
"""
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/openai/openai-python#accessing-raw-response-data-eg-headers
"""
return RunsWithRawResponse(self)
@cached_property
def with_streaming_response(self) -> RunsWithStreamingResponse:
"""
An alternative to `.with_raw_response` that doesn't eagerly read the response body.
For more information, see https://www.github.com/openai/openai-python#with_streaming_response
"""
return RunsWithStreamingResponse(self)
def create(
self,
eval_id: str,
*,
data_source: run_create_params.DataSource,
metadata: Optional[Metadata] | Omit = omit,
name: 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,
) -> RunCreateResponse:
"""
Kicks off a new run for a given evaluation, specifying the data source, and what
model configuration to use to test. The datasource will be validated against the
schema specified in the config of the evaluation.
Args:
data_source: Details about the run's data source.
metadata: Set of 16 key-value pairs that can be attached to an object. This can be useful
for storing additional information about the object in a structured format, and
querying for objects via API or the dashboard.
Keys are strings with a maximum length of 64 characters. Values are strings with
a maximum length of 512 characters.
name: The name of the run.
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 eval_id:
raise ValueError(f"Expected a non-empty value for `eval_id` but received {eval_id!r}")
return self._post(
f"/evals/{eval_id}/runs",
body=maybe_transform(
{
"data_source": data_source,
"metadata": metadata,
"name": name,
},
run_create_params.RunCreateParams,
),
options=make_request_options(
extra_headers=extra_headers, extra_query=extra_query, extra_body=extra_body, timeout=timeout
),
cast_to=RunCreateResponse,
)
def retrieve(
self,
run_id: str,
*,
eval_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,
) -> RunRetrieveResponse:
"""
Get an evaluation run by ID.
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 eval_id:
raise ValueError(f"Expected a non-empty value for `eval_id` but received {eval_id!r}")
if not run_id:
raise ValueError(f"Expected a non-empty value for `run_id` but received {run_id!r}")
return self._get(
f"/evals/{eval_id}/runs/{run_id}",
options=make_request_options(
extra_headers=extra_headers, extra_query=extra_query, extra_body=extra_body, timeout=timeout
),
cast_to=RunRetrieveResponse,
)
def list(
self,
eval_id: str,
*,
after: str | Omit = omit,
limit: int | Omit = omit,
order: Literal["asc", "desc"] | Omit = omit,
status: Literal["queued", "in_progress", "completed", "canceled", "failed"] | 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,
) -> SyncCursorPage[RunListResponse]:
"""
Get a list of runs for an evaluation.
Args:
after: Identifier for the last run from the previous pagination request.
limit: Number of runs to retrieve.
order: Sort order for runs by timestamp. Use `asc` for ascending order or `desc` for
descending order. Defaults to `asc`.
status: Filter runs by status. One of `queued` | `in_progress` | `failed` | `completed`
| `canceled`.
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 eval_id:
raise ValueError(f"Expected a non-empty value for `eval_id` but received {eval_id!r}")
return self._get_api_list(
f"/evals/{eval_id}/runs",
page=SyncCursorPage[RunListResponse],
options=make_request_options(
extra_headers=extra_headers,
extra_query=extra_query,
extra_body=extra_body,
timeout=timeout,
query=maybe_transform(
{
"after": after,
"limit": limit,
"order": order,
"status": status,
},
run_list_params.RunListParams,
),
),
model=RunListResponse,
)
def delete(
self,
run_id: str,
*,
eval_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,
) -> RunDeleteResponse:
"""
Delete an eval run.
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 eval_id:
raise ValueError(f"Expected a non-empty value for `eval_id` but received {eval_id!r}")
if not run_id:
raise ValueError(f"Expected a non-empty value for `run_id` but received {run_id!r}")
return self._delete(
f"/evals/{eval_id}/runs/{run_id}",
options=make_request_options(
extra_headers=extra_headers, extra_query=extra_query, extra_body=extra_body, timeout=timeout
),
cast_to=RunDeleteResponse,
)
def cancel(
self,
run_id: str,
*,
eval_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,
) -> RunCancelResponse:
"""
Cancel an ongoing evaluation run.
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 eval_id:
raise ValueError(f"Expected a non-empty value for `eval_id` but received {eval_id!r}")
if not run_id:
raise ValueError(f"Expected a non-empty value for `run_id` but received {run_id!r}")
return self._post(
f"/evals/{eval_id}/runs/{run_id}",
options=make_request_options(
extra_headers=extra_headers, extra_query=extra_query, extra_body=extra_body, timeout=timeout
),
cast_to=RunCancelResponse,
)
class AsyncRuns(AsyncAPIResource):
@cached_property
def output_items(self) -> AsyncOutputItems:
return AsyncOutputItems(self._client)
@cached_property
def with_raw_response(self) -> AsyncRunsWithRawResponse:
"""
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/openai/openai-python#accessing-raw-response-data-eg-headers
"""
return AsyncRunsWithRawResponse(self)
@cached_property
def with_streaming_response(self) -> AsyncRunsWithStreamingResponse:
"""
An alternative to `.with_raw_response` that doesn't eagerly read the response body.
For more information, see https://www.github.com/openai/openai-python#with_streaming_response
"""
return AsyncRunsWithStreamingResponse(self)
async def create(
self,
eval_id: str,
*,
data_source: run_create_params.DataSource,
metadata: Optional[Metadata] | Omit = omit,
name: 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,
) -> RunCreateResponse:
"""
Kicks off a new run for a given evaluation, specifying the data source, and what
model configuration to use to test. The datasource will be validated against the
schema specified in the config of the evaluation.
Args:
data_source: Details about the run's data source.
metadata: Set of 16 key-value pairs that can be attached to an object. This can be useful
for storing additional information about the object in a structured format, and
querying for objects via API or the dashboard.
Keys are strings with a maximum length of 64 characters. Values are strings with
a maximum length of 512 characters.
name: The name of the run.
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 eval_id:
raise ValueError(f"Expected a non-empty value for `eval_id` but received {eval_id!r}")
return await self._post(
f"/evals/{eval_id}/runs",
body=await async_maybe_transform(
{
"data_source": data_source,
"metadata": metadata,
"name": name,
},
run_create_params.RunCreateParams,
),
options=make_request_options(
extra_headers=extra_headers, extra_query=extra_query, extra_body=extra_body, timeout=timeout
),
cast_to=RunCreateResponse,
)
async def retrieve(
self,
run_id: str,
*,
eval_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,
) -> RunRetrieveResponse:
"""
Get an evaluation run by ID.
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 eval_id:
raise ValueError(f"Expected a non-empty value for `eval_id` but received {eval_id!r}")
if not run_id:
raise ValueError(f"Expected a non-empty value for `run_id` but received {run_id!r}")
return await self._get(
f"/evals/{eval_id}/runs/{run_id}",
options=make_request_options(
extra_headers=extra_headers, extra_query=extra_query, extra_body=extra_body, timeout=timeout
),
cast_to=RunRetrieveResponse,
)
def list(
self,
eval_id: str,
*,
after: str | Omit = omit,
limit: int | Omit = omit,
order: Literal["asc", "desc"] | Omit = omit,
status: Literal["queued", "in_progress", "completed", "canceled", "failed"] | 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[RunListResponse, AsyncCursorPage[RunListResponse]]:
"""
Get a list of runs for an evaluation.
Args:
after: Identifier for the last run from the previous pagination request.
limit: Number of runs to retrieve.
order: Sort order for runs by timestamp. Use `asc` for ascending order or `desc` for
descending order. Defaults to `asc`.
status: Filter runs by status. One of `queued` | `in_progress` | `failed` | `completed`
| `canceled`.
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 eval_id:
raise ValueError(f"Expected a non-empty value for `eval_id` but received {eval_id!r}")
return self._get_api_list(
f"/evals/{eval_id}/runs",
page=AsyncCursorPage[RunListResponse],
options=make_request_options(
extra_headers=extra_headers,
extra_query=extra_query,
extra_body=extra_body,
timeout=timeout,
query=maybe_transform(
{
"after": after,
"limit": limit,
"order": order,
"status": status,
},
run_list_params.RunListParams,
),
),
model=RunListResponse,
)
async def delete(
self,
run_id: str,
*,
eval_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,
) -> RunDeleteResponse:
"""
Delete an eval run.
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 eval_id:
raise ValueError(f"Expected a non-empty value for `eval_id` but received {eval_id!r}")
if not run_id:
raise ValueError(f"Expected a non-empty value for `run_id` but received {run_id!r}")
return await self._delete(
f"/evals/{eval_id}/runs/{run_id}",
options=make_request_options(
extra_headers=extra_headers, extra_query=extra_query, extra_body=extra_body, timeout=timeout
),
cast_to=RunDeleteResponse,
)
async def cancel(
self,
run_id: str,
*,
eval_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,
) -> RunCancelResponse:
"""
Cancel an ongoing evaluation run.
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 eval_id:
raise ValueError(f"Expected a non-empty value for `eval_id` but received {eval_id!r}")
if not run_id:
raise ValueError(f"Expected a non-empty value for `run_id` but received {run_id!r}")
return await self._post(
f"/evals/{eval_id}/runs/{run_id}",
options=make_request_options(
extra_headers=extra_headers, extra_query=extra_query, extra_body=extra_body, timeout=timeout
),
cast_to=RunCancelResponse,
)
class RunsWithRawResponse:
def __init__(self, runs: Runs) -> None:
self._runs = runs
self.create = _legacy_response.to_raw_response_wrapper(
runs.create,
)
self.retrieve = _legacy_response.to_raw_response_wrapper(
runs.retrieve,
)
self.list = _legacy_response.to_raw_response_wrapper(
runs.list,
)
self.delete = _legacy_response.to_raw_response_wrapper(
runs.delete,
)
self.cancel = _legacy_response.to_raw_response_wrapper(
runs.cancel,
)
@cached_property
def output_items(self) -> OutputItemsWithRawResponse:
return OutputItemsWithRawResponse(self._runs.output_items)
class AsyncRunsWithRawResponse:
def __init__(self, runs: AsyncRuns) -> None:
self._runs = runs
self.create = _legacy_response.async_to_raw_response_wrapper(
runs.create,
)
self.retrieve = _legacy_response.async_to_raw_response_wrapper(
runs.retrieve,
)
self.list = _legacy_response.async_to_raw_response_wrapper(
runs.list,
)
self.delete = _legacy_response.async_to_raw_response_wrapper(
runs.delete,
)
self.cancel = _legacy_response.async_to_raw_response_wrapper(
runs.cancel,
)
@cached_property
def output_items(self) -> AsyncOutputItemsWithRawResponse:
return AsyncOutputItemsWithRawResponse(self._runs.output_items)
class RunsWithStreamingResponse:
def __init__(self, runs: Runs) -> None:
self._runs = runs
self.create = to_streamed_response_wrapper(
runs.create,
)
self.retrieve = to_streamed_response_wrapper(
runs.retrieve,
)
self.list = to_streamed_response_wrapper(
runs.list,
)
self.delete = to_streamed_response_wrapper(
runs.delete,
)
self.cancel = to_streamed_response_wrapper(
runs.cancel,
)
@cached_property
def output_items(self) -> OutputItemsWithStreamingResponse:
return OutputItemsWithStreamingResponse(self._runs.output_items)
class AsyncRunsWithStreamingResponse:
def __init__(self, runs: AsyncRuns) -> None:
self._runs = runs
self.create = async_to_streamed_response_wrapper(
runs.create,
)
self.retrieve = async_to_streamed_response_wrapper(
runs.retrieve,
)
self.list = async_to_streamed_response_wrapper(
runs.list,
)
self.delete = async_to_streamed_response_wrapper(
runs.delete,
)
self.cancel = async_to_streamed_response_wrapper(
runs.cancel,
)
@cached_property
def output_items(self) -> AsyncOutputItemsWithStreamingResponse:
return AsyncOutputItemsWithStreamingResponse(self._runs.output_items)