mirror of
https://github.com/Ladebeze66/llm_ticket3.git
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443 lines
17 KiB
Python
443 lines
17 KiB
Python
"""Code generated by Speakeasy (https://speakeasy.com). DO NOT EDIT."""
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from .basesdk import BaseSDK
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from mistralai import models, utils
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from mistralai._hooks import HookContext
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from mistralai.types import OptionalNullable, UNSET
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from mistralai.utils import get_security_from_env
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from typing import Any, Mapping, Optional, Union
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class Classifiers(BaseSDK):
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r"""Classifiers API."""
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def moderate(
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self,
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*,
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model: str,
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inputs: Union[
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models.ClassificationRequestInputs,
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models.ClassificationRequestInputsTypedDict,
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],
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retries: OptionalNullable[utils.RetryConfig] = UNSET,
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server_url: Optional[str] = None,
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timeout_ms: Optional[int] = None,
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http_headers: Optional[Mapping[str, str]] = None,
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) -> models.ClassificationResponse:
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r"""Moderations
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:param model: ID of the model to use.
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:param inputs: Text to classify.
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:param retries: Override the default retry configuration for this method
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:param server_url: Override the default server URL for this method
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:param timeout_ms: Override the default request timeout configuration for this method in milliseconds
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:param http_headers: Additional headers to set or replace on requests.
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"""
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base_url = None
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url_variables = None
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if timeout_ms is None:
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timeout_ms = self.sdk_configuration.timeout_ms
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if server_url is not None:
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base_url = server_url
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else:
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base_url = self._get_url(base_url, url_variables)
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request = models.ClassificationRequest(
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model=model,
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inputs=inputs,
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)
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req = self._build_request(
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method="POST",
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path="/v1/moderations",
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base_url=base_url,
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url_variables=url_variables,
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request=request,
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request_body_required=True,
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request_has_path_params=False,
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request_has_query_params=True,
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user_agent_header="user-agent",
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accept_header_value="application/json",
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http_headers=http_headers,
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security=self.sdk_configuration.security,
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get_serialized_body=lambda: utils.serialize_request_body(
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request, False, False, "json", models.ClassificationRequest
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),
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timeout_ms=timeout_ms,
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)
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if retries == UNSET:
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if self.sdk_configuration.retry_config is not UNSET:
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retries = self.sdk_configuration.retry_config
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retry_config = None
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if isinstance(retries, utils.RetryConfig):
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retry_config = (retries, ["429", "500", "502", "503", "504"])
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http_res = self.do_request(
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hook_ctx=HookContext(
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base_url=base_url or "",
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operation_id="moderations_v1_moderations_post",
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oauth2_scopes=[],
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security_source=get_security_from_env(
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self.sdk_configuration.security, models.Security
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),
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),
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request=req,
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error_status_codes=["422", "4XX", "5XX"],
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retry_config=retry_config,
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)
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response_data: Any = None
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if utils.match_response(http_res, "200", "application/json"):
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return utils.unmarshal_json(http_res.text, models.ClassificationResponse)
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if utils.match_response(http_res, "422", "application/json"):
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response_data = utils.unmarshal_json(
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http_res.text, models.HTTPValidationErrorData
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)
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raise models.HTTPValidationError(data=response_data)
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if utils.match_response(http_res, "4XX", "*"):
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http_res_text = utils.stream_to_text(http_res)
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raise models.SDKError(
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"API error occurred", http_res.status_code, http_res_text, http_res
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)
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if utils.match_response(http_res, "5XX", "*"):
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http_res_text = utils.stream_to_text(http_res)
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raise models.SDKError(
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"API error occurred", http_res.status_code, http_res_text, http_res
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)
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content_type = http_res.headers.get("Content-Type")
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http_res_text = utils.stream_to_text(http_res)
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raise models.SDKError(
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f"Unexpected response received (code: {http_res.status_code}, type: {content_type})",
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http_res.status_code,
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http_res_text,
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http_res,
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)
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async def moderate_async(
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self,
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*,
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model: str,
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inputs: Union[
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models.ClassificationRequestInputs,
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models.ClassificationRequestInputsTypedDict,
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],
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retries: OptionalNullable[utils.RetryConfig] = UNSET,
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server_url: Optional[str] = None,
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timeout_ms: Optional[int] = None,
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http_headers: Optional[Mapping[str, str]] = None,
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) -> models.ClassificationResponse:
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r"""Moderations
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:param model: ID of the model to use.
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:param inputs: Text to classify.
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:param retries: Override the default retry configuration for this method
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:param server_url: Override the default server URL for this method
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:param timeout_ms: Override the default request timeout configuration for this method in milliseconds
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:param http_headers: Additional headers to set or replace on requests.
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"""
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base_url = None
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url_variables = None
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if timeout_ms is None:
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timeout_ms = self.sdk_configuration.timeout_ms
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if server_url is not None:
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base_url = server_url
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else:
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base_url = self._get_url(base_url, url_variables)
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request = models.ClassificationRequest(
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model=model,
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inputs=inputs,
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)
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req = self._build_request_async(
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method="POST",
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path="/v1/moderations",
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base_url=base_url,
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url_variables=url_variables,
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request=request,
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request_body_required=True,
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request_has_path_params=False,
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request_has_query_params=True,
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user_agent_header="user-agent",
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accept_header_value="application/json",
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http_headers=http_headers,
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security=self.sdk_configuration.security,
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get_serialized_body=lambda: utils.serialize_request_body(
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request, False, False, "json", models.ClassificationRequest
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),
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timeout_ms=timeout_ms,
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)
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if retries == UNSET:
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if self.sdk_configuration.retry_config is not UNSET:
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retries = self.sdk_configuration.retry_config
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retry_config = None
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if isinstance(retries, utils.RetryConfig):
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retry_config = (retries, ["429", "500", "502", "503", "504"])
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http_res = await self.do_request_async(
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hook_ctx=HookContext(
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base_url=base_url or "",
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operation_id="moderations_v1_moderations_post",
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oauth2_scopes=[],
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security_source=get_security_from_env(
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self.sdk_configuration.security, models.Security
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),
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),
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request=req,
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error_status_codes=["422", "4XX", "5XX"],
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retry_config=retry_config,
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)
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response_data: Any = None
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if utils.match_response(http_res, "200", "application/json"):
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return utils.unmarshal_json(http_res.text, models.ClassificationResponse)
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if utils.match_response(http_res, "422", "application/json"):
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response_data = utils.unmarshal_json(
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http_res.text, models.HTTPValidationErrorData
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)
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raise models.HTTPValidationError(data=response_data)
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if utils.match_response(http_res, "4XX", "*"):
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http_res_text = await utils.stream_to_text_async(http_res)
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raise models.SDKError(
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"API error occurred", http_res.status_code, http_res_text, http_res
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)
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if utils.match_response(http_res, "5XX", "*"):
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http_res_text = await utils.stream_to_text_async(http_res)
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raise models.SDKError(
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"API error occurred", http_res.status_code, http_res_text, http_res
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)
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content_type = http_res.headers.get("Content-Type")
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http_res_text = await utils.stream_to_text_async(http_res)
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raise models.SDKError(
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f"Unexpected response received (code: {http_res.status_code}, type: {content_type})",
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http_res.status_code,
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http_res_text,
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http_res,
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)
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def moderate_chat(
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self,
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*,
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model: str,
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inputs: Union[
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models.ChatModerationRequestInputs,
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models.ChatModerationRequestInputsTypedDict,
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],
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truncate_for_context_length: Optional[bool] = False,
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retries: OptionalNullable[utils.RetryConfig] = UNSET,
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server_url: Optional[str] = None,
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timeout_ms: Optional[int] = None,
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http_headers: Optional[Mapping[str, str]] = None,
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) -> models.ClassificationResponse:
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r"""Chat Moderations
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:param model:
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:param inputs: Chat to classify
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:param truncate_for_context_length:
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:param retries: Override the default retry configuration for this method
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:param server_url: Override the default server URL for this method
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:param timeout_ms: Override the default request timeout configuration for this method in milliseconds
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:param http_headers: Additional headers to set or replace on requests.
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"""
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base_url = None
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url_variables = None
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if timeout_ms is None:
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timeout_ms = self.sdk_configuration.timeout_ms
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if server_url is not None:
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base_url = server_url
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else:
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base_url = self._get_url(base_url, url_variables)
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request = models.ChatModerationRequest(
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model=model,
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inputs=utils.get_pydantic_model(inputs, models.ChatModerationRequestInputs),
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truncate_for_context_length=truncate_for_context_length,
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)
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req = self._build_request(
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method="POST",
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path="/v1/chat/moderations",
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base_url=base_url,
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url_variables=url_variables,
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request=request,
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request_body_required=True,
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request_has_path_params=False,
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request_has_query_params=True,
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user_agent_header="user-agent",
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accept_header_value="application/json",
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http_headers=http_headers,
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security=self.sdk_configuration.security,
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get_serialized_body=lambda: utils.serialize_request_body(
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request, False, False, "json", models.ChatModerationRequest
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),
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timeout_ms=timeout_ms,
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)
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if retries == UNSET:
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if self.sdk_configuration.retry_config is not UNSET:
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retries = self.sdk_configuration.retry_config
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retry_config = None
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if isinstance(retries, utils.RetryConfig):
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retry_config = (retries, ["429", "500", "502", "503", "504"])
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http_res = self.do_request(
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hook_ctx=HookContext(
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base_url=base_url or "",
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operation_id="chat_moderations_v1_chat_moderations_post",
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oauth2_scopes=[],
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security_source=get_security_from_env(
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self.sdk_configuration.security, models.Security
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),
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),
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request=req,
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error_status_codes=["422", "4XX", "5XX"],
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retry_config=retry_config,
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)
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response_data: Any = None
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if utils.match_response(http_res, "200", "application/json"):
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return utils.unmarshal_json(http_res.text, models.ClassificationResponse)
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if utils.match_response(http_res, "422", "application/json"):
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response_data = utils.unmarshal_json(
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http_res.text, models.HTTPValidationErrorData
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)
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raise models.HTTPValidationError(data=response_data)
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if utils.match_response(http_res, "4XX", "*"):
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http_res_text = utils.stream_to_text(http_res)
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raise models.SDKError(
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"API error occurred", http_res.status_code, http_res_text, http_res
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)
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if utils.match_response(http_res, "5XX", "*"):
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http_res_text = utils.stream_to_text(http_res)
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raise models.SDKError(
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"API error occurred", http_res.status_code, http_res_text, http_res
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)
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content_type = http_res.headers.get("Content-Type")
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http_res_text = utils.stream_to_text(http_res)
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raise models.SDKError(
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f"Unexpected response received (code: {http_res.status_code}, type: {content_type})",
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http_res.status_code,
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http_res_text,
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http_res,
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)
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async def moderate_chat_async(
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self,
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*,
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model: str,
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inputs: Union[
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models.ChatModerationRequestInputs,
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models.ChatModerationRequestInputsTypedDict,
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],
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truncate_for_context_length: Optional[bool] = False,
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retries: OptionalNullable[utils.RetryConfig] = UNSET,
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server_url: Optional[str] = None,
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timeout_ms: Optional[int] = None,
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http_headers: Optional[Mapping[str, str]] = None,
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) -> models.ClassificationResponse:
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r"""Chat Moderations
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:param model:
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:param inputs: Chat to classify
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:param truncate_for_context_length:
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:param retries: Override the default retry configuration for this method
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:param server_url: Override the default server URL for this method
|
|
:param timeout_ms: Override the default request timeout configuration for this method in milliseconds
|
|
:param http_headers: Additional headers to set or replace on requests.
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"""
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base_url = None
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url_variables = None
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if timeout_ms is None:
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timeout_ms = self.sdk_configuration.timeout_ms
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if server_url is not None:
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base_url = server_url
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else:
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base_url = self._get_url(base_url, url_variables)
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request = models.ChatModerationRequest(
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model=model,
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inputs=utils.get_pydantic_model(inputs, models.ChatModerationRequestInputs),
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truncate_for_context_length=truncate_for_context_length,
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)
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req = self._build_request_async(
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method="POST",
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path="/v1/chat/moderations",
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base_url=base_url,
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url_variables=url_variables,
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request=request,
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request_body_required=True,
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request_has_path_params=False,
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request_has_query_params=True,
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user_agent_header="user-agent",
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accept_header_value="application/json",
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http_headers=http_headers,
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security=self.sdk_configuration.security,
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get_serialized_body=lambda: utils.serialize_request_body(
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request, False, False, "json", models.ChatModerationRequest
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),
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timeout_ms=timeout_ms,
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)
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if retries == UNSET:
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if self.sdk_configuration.retry_config is not UNSET:
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retries = self.sdk_configuration.retry_config
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|
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retry_config = None
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if isinstance(retries, utils.RetryConfig):
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retry_config = (retries, ["429", "500", "502", "503", "504"])
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http_res = await self.do_request_async(
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hook_ctx=HookContext(
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base_url=base_url or "",
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operation_id="chat_moderations_v1_chat_moderations_post",
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oauth2_scopes=[],
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security_source=get_security_from_env(
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self.sdk_configuration.security, models.Security
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),
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),
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request=req,
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error_status_codes=["422", "4XX", "5XX"],
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retry_config=retry_config,
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)
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response_data: Any = None
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if utils.match_response(http_res, "200", "application/json"):
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return utils.unmarshal_json(http_res.text, models.ClassificationResponse)
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if utils.match_response(http_res, "422", "application/json"):
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response_data = utils.unmarshal_json(
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http_res.text, models.HTTPValidationErrorData
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)
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raise models.HTTPValidationError(data=response_data)
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if utils.match_response(http_res, "4XX", "*"):
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http_res_text = await utils.stream_to_text_async(http_res)
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raise models.SDKError(
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"API error occurred", http_res.status_code, http_res_text, http_res
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)
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if utils.match_response(http_res, "5XX", "*"):
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http_res_text = await utils.stream_to_text_async(http_res)
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raise models.SDKError(
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"API error occurred", http_res.status_code, http_res_text, http_res
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)
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content_type = http_res.headers.get("Content-Type")
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http_res_text = await utils.stream_to_text_async(http_res)
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raise models.SDKError(
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f"Unexpected response received (code: {http_res.status_code}, type: {content_type})",
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http_res.status_code,
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http_res_text,
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http_res,
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)
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