Files
python-sdk/pkg/hanzoai/resources/utils.py
T
zeekay ea3116aac9 Fix all test issues and achieve 100% test pass rate
- Remove all unconditional pytest.skip() calls
- Fix file content tests to handle both strict/non-strict modes
- Fix missing device_capabilities module in hanzo-network
- Fix HanzoNetProvider imports and exports
- Fix local_llm.py import errors
- Create test helper classes for pagination tests
- Fix FastMCP paginator test constructor args
- Configure all API keys from ~/.zsh/after.zsh
- All tests now pass or skip conditionally based on actual requirements
2025-08-12 16:19:34 -05:00

525 lines
18 KiB
Python

# 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 ..types import (
util_token_counter_params,
util_transform_request_params,
util_get_supported_openai_params_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.util_token_counter_response import UtilTokenCounterResponse
from ..types.util_transform_request_response import UtilTransformRequestResponse
__all__ = ["UtilsResource", "AsyncUtilsResource"]
class UtilsResource(SyncAPIResource):
@cached_property
def with_raw_response(self) -> UtilsResourceWithRawResponse:
"""
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/hanzoai/python-sdk#accessing-raw-response-data-eg-headers
"""
return UtilsResourceWithRawResponse(self)
@cached_property
def with_streaming_response(self) -> UtilsResourceWithStreamingResponse:
"""
An alternative to `.with_raw_response` that doesn't eagerly read the response body.
For more information, see https://www.github.com/hanzoai/python-sdk#with_streaming_response
"""
return UtilsResourceWithStreamingResponse(self)
def get_supported_openai_params(
self,
*,
model: 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,
) -> object:
"""Returns supported openai params for a given hanzo model name
e.g.
`gpt-4` vs `gpt-3.5-turbo`
Example curl:
```
curl -X GET --location 'http://localhost:4000/utils/supported_openai_params?model=gpt-3.5-turbo-16k' --header 'Authorization: Bearer sk-1234'
```
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(
"/utils/supported_openai_params",
options=make_request_options(
extra_headers=extra_headers,
extra_query=extra_query,
extra_body=extra_body,
timeout=timeout,
query=maybe_transform(
{"model": model},
util_get_supported_openai_params_params.UtilGetSupportedOpenAIParamsParams,
),
),
cast_to=object,
)
def token_counter(
self,
*,
model: str,
messages: Optional[Iterable[object]] | NotGiven = NOT_GIVEN,
prompt: Optional[str] | 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,
) -> UtilTokenCounterResponse:
"""
Token Counter
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(
"/utils/token_counter",
body=maybe_transform(
{
"model": model,
"messages": messages,
"prompt": prompt,
},
util_token_counter_params.UtilTokenCounterParams,
),
options=make_request_options(
extra_headers=extra_headers,
extra_query=extra_query,
extra_body=extra_body,
timeout=timeout,
),
cast_to=UtilTokenCounterResponse,
)
def transform_request(
self,
*,
call_type: Literal[
"embedding",
"aembedding",
"completion",
"acompletion",
"atext_completion",
"text_completion",
"image_generation",
"aimage_generation",
"moderation",
"amoderation",
"atranscription",
"transcription",
"aspeech",
"speech",
"rerank",
"arerank",
"_arealtime",
"create_batch",
"acreate_batch",
"aretrieve_batch",
"retrieve_batch",
"pass_through_endpoint",
"anthropic_messages",
"get_assistants",
"aget_assistants",
"create_assistants",
"acreate_assistants",
"delete_assistant",
"adelete_assistant",
"acreate_thread",
"create_thread",
"aget_thread",
"get_thread",
"a_add_message",
"add_message",
"aget_messages",
"get_messages",
"arun_thread",
"run_thread",
"arun_thread_stream",
"run_thread_stream",
"afile_retrieve",
"file_retrieve",
"afile_delete",
"file_delete",
"afile_list",
"file_list",
"acreate_file",
"create_file",
"afile_content",
"file_content",
"create_fine_tuning_job",
"acreate_fine_tuning_job",
"acancel_fine_tuning_job",
"cancel_fine_tuning_job",
"alist_fine_tuning_jobs",
"list_fine_tuning_jobs",
"aretrieve_fine_tuning_job",
"retrieve_fine_tuning_job",
"responses",
"aresponses",
],
request_body: object,
# 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,
) -> UtilTransformRequestResponse:
"""
Transform Request
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(
"/utils/transform_request",
body=maybe_transform(
{
"call_type": call_type,
"request_body": request_body,
},
util_transform_request_params.UtilTransformRequestParams,
),
options=make_request_options(
extra_headers=extra_headers,
extra_query=extra_query,
extra_body=extra_body,
timeout=timeout,
),
cast_to=UtilTransformRequestResponse,
)
class AsyncUtilsResource(AsyncAPIResource):
@cached_property
def with_raw_response(self) -> AsyncUtilsResourceWithRawResponse:
"""
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/hanzoai/python-sdk#accessing-raw-response-data-eg-headers
"""
return AsyncUtilsResourceWithRawResponse(self)
@cached_property
def with_streaming_response(self) -> AsyncUtilsResourceWithStreamingResponse:
"""
An alternative to `.with_raw_response` that doesn't eagerly read the response body.
For more information, see https://www.github.com/hanzoai/python-sdk#with_streaming_response
"""
return AsyncUtilsResourceWithStreamingResponse(self)
async def get_supported_openai_params(
self,
*,
model: 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,
) -> object:
"""Returns supported openai params for a given hanzo model name
e.g.
`gpt-4` vs `gpt-3.5-turbo`
Example curl:
```
curl -X GET --location 'http://localhost:4000/utils/supported_openai_params?model=gpt-3.5-turbo-16k' --header 'Authorization: Bearer sk-1234'
```
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(
"/utils/supported_openai_params",
options=make_request_options(
extra_headers=extra_headers,
extra_query=extra_query,
extra_body=extra_body,
timeout=timeout,
query=await async_maybe_transform(
{"model": model},
util_get_supported_openai_params_params.UtilGetSupportedOpenAIParamsParams,
),
),
cast_to=object,
)
async def token_counter(
self,
*,
model: str,
messages: Optional[Iterable[object]] | NotGiven = NOT_GIVEN,
prompt: Optional[str] | 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,
) -> UtilTokenCounterResponse:
"""
Token Counter
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(
"/utils/token_counter",
body=await async_maybe_transform(
{
"model": model,
"messages": messages,
"prompt": prompt,
},
util_token_counter_params.UtilTokenCounterParams,
),
options=make_request_options(
extra_headers=extra_headers,
extra_query=extra_query,
extra_body=extra_body,
timeout=timeout,
),
cast_to=UtilTokenCounterResponse,
)
async def transform_request(
self,
*,
call_type: Literal[
"embedding",
"aembedding",
"completion",
"acompletion",
"atext_completion",
"text_completion",
"image_generation",
"aimage_generation",
"moderation",
"amoderation",
"atranscription",
"transcription",
"aspeech",
"speech",
"rerank",
"arerank",
"_arealtime",
"create_batch",
"acreate_batch",
"aretrieve_batch",
"retrieve_batch",
"pass_through_endpoint",
"anthropic_messages",
"get_assistants",
"aget_assistants",
"create_assistants",
"acreate_assistants",
"delete_assistant",
"adelete_assistant",
"acreate_thread",
"create_thread",
"aget_thread",
"get_thread",
"a_add_message",
"add_message",
"aget_messages",
"get_messages",
"arun_thread",
"run_thread",
"arun_thread_stream",
"run_thread_stream",
"afile_retrieve",
"file_retrieve",
"afile_delete",
"file_delete",
"afile_list",
"file_list",
"acreate_file",
"create_file",
"afile_content",
"file_content",
"create_fine_tuning_job",
"acreate_fine_tuning_job",
"acancel_fine_tuning_job",
"cancel_fine_tuning_job",
"alist_fine_tuning_jobs",
"list_fine_tuning_jobs",
"aretrieve_fine_tuning_job",
"retrieve_fine_tuning_job",
"responses",
"aresponses",
],
request_body: object,
# 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,
) -> UtilTransformRequestResponse:
"""
Transform Request
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(
"/utils/transform_request",
body=await async_maybe_transform(
{
"call_type": call_type,
"request_body": request_body,
},
util_transform_request_params.UtilTransformRequestParams,
),
options=make_request_options(
extra_headers=extra_headers,
extra_query=extra_query,
extra_body=extra_body,
timeout=timeout,
),
cast_to=UtilTransformRequestResponse,
)
class UtilsResourceWithRawResponse:
def __init__(self, utils: UtilsResource) -> None:
self._utils = utils
self.get_supported_openai_params = to_raw_response_wrapper(
utils.get_supported_openai_params,
)
self.token_counter = to_raw_response_wrapper(
utils.token_counter,
)
self.transform_request = to_raw_response_wrapper(
utils.transform_request,
)
class AsyncUtilsResourceWithRawResponse:
def __init__(self, utils: AsyncUtilsResource) -> None:
self._utils = utils
self.get_supported_openai_params = async_to_raw_response_wrapper(
utils.get_supported_openai_params,
)
self.token_counter = async_to_raw_response_wrapper(
utils.token_counter,
)
self.transform_request = async_to_raw_response_wrapper(
utils.transform_request,
)
class UtilsResourceWithStreamingResponse:
def __init__(self, utils: UtilsResource) -> None:
self._utils = utils
self.get_supported_openai_params = to_streamed_response_wrapper(
utils.get_supported_openai_params,
)
self.token_counter = to_streamed_response_wrapper(
utils.token_counter,
)
self.transform_request = to_streamed_response_wrapper(
utils.transform_request,
)
class AsyncUtilsResourceWithStreamingResponse:
def __init__(self, utils: AsyncUtilsResource) -> None:
self._utils = utils
self.get_supported_openai_params = async_to_streamed_response_wrapper(
utils.get_supported_openai_params,
)
self.token_counter = async_to_streamed_response_wrapper(
utils.token_counter,
)
self.transform_request = async_to_streamed_response_wrapper(
utils.transform_request,
)