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# pylint: disable=line-too-long,useless-suppression
# coding=utf-8
# --------------------------------------------------------------------------
# Copyright (c) Microsoft Corporation. All rights reserved.
# Licensed under the MIT License. See License.txt in the project root for license information.
# --------------------------------------------------------------------------
"""Customize generated code here.
Follow our quickstart for examples: https://aka.ms/azsdk/python/dpcodegen/python/customize
"""
import json
from typing import Any, Callable, Dict, IO, Mapping, Optional, TypeVar, Union, cast, overload, Generic, TYPE_CHECKING
from collections.abc import MutableMapping # pylint:disable=import-error
from urllib.parse import urlparse
from azure.core.exceptions import (
HttpResponseError,
)
from azure.core.pipeline import PipelineResponse
from azure.core.polling import AsyncLROPoller, AsyncNoPolling, AsyncPollingMethod
from azure.core.polling.async_base_polling import AsyncLROBasePolling
from azure.core.rest import AsyncHttpResponse, HttpRequest
from azure.core.tracing.decorator_async import distributed_trace_async
from azure.core.utils import case_insensitive_dict
from azure.core.credentials import AzureKeyCredential
from azure.core.async_paging import AsyncItemPaged
from ._client import ConversationAnalysisClient as AnalysisClientGenerated
from ..models import AnalyzeConversationOperationInput, AnalyzeConversationOperationState, ConversationActions
from .._validation import api_version_validation
if TYPE_CHECKING:
from azure.core.credentials_async import AsyncTokenCredential
JSON = MutableMapping[str, Any]
T = TypeVar("T")
ClsType = Optional[Callable[[PipelineResponse[HttpRequest, AsyncHttpResponse], T, Dict[str, Any]], Any]]
def _parse_operation_id(op_loc: Optional[str]) -> Optional[str]:
"""Extract the operation ID from an Operation-Location URL.
:param op_loc: The ``Operation-Location`` header value or URL to parse.
If ``None`` or malformed, no ID can be extracted.
:type op_loc: Optional[str]
:return: The trailing path segment as the operation ID, or ``None`` if not found.
:rtype: Optional[str]
"""
if not op_loc:
return None
path = urlparse(op_loc).path.rstrip("/")
if "/" not in path:
return None
return path.rsplit("/", 1)[-1]
PollingReturnType_co = TypeVar("PollingReturnType_co", covariant=True)
class AnalyzeConversationAsyncLROPoller(AsyncLROPoller[PollingReturnType_co], Generic[PollingReturnType_co]):
"""Async poller that returns PollingReturnType_co and exposes operation metadata."""
def __init__(self, *args: Any, **kwargs: Any) -> None:
super().__init__(*args, **kwargs)
# populated by your deserialization callback in begin_*_async
self._last_state: Optional["AnalyzeConversationOperationState"] = None
def _record_state_for_details(self, state: "AnalyzeConversationOperationState") -> None:
"""Internal: update the state used by ``.details``.
:param state: The latest operation state to expose via ``details``.
:type state: AnalyzeConversationOperationState
:return: None
:rtype: None
"""
self._last_state = state
@property
def details(self) -> Mapping[str, Any]:
"""Metadata associated with the long-running operation.
:return: A mapping with keys like ``operation_id`` and, when available,
``status``, ``job_id``, ``display_name``, ``created_date_time``,
``last_updated_date_time``, ``expiration_date_time``, ``statistics``,
``errors``, and ``next_link``.
:rtype: Mapping[str, Any]
"""
try:
headers = getattr(self.polling_method(), "_initial_response").http_response.headers # type: ignore[attr-defined]
op_loc = headers.get("Operation-Location") or headers.get("operation-location")
except (AttributeError, TypeError):
# missing attributes in the chain, or headers is not a mapping
op_loc = None
info: Dict[str, Any] = {"operation_id": _parse_operation_id(op_loc)}
# Enrich from final state if available
if self._last_state is not None:
s = self._last_state
info.update(
{
"status": s.status,
"job_id": s.job_id,
"display_name": s.display_name,
"created_date_time": s.created_date_time,
"last_updated_date_time": s.last_updated_date_time,
"expiration_date_time": s.expiration_date_time,
"statistics": s.statistics,
"errors": s.errors,
"next_link": s.next_link,
}
)
return info
@classmethod
def from_continuation_token(
cls,
polling_method: AsyncPollingMethod[PollingReturnType_co],
continuation_token: str,
**kwargs: Any,
) -> "AnalyzeConversationAsyncLROPoller[PollingReturnType_co]":
client, initial_response, deserialization_callback = polling_method.from_continuation_token(
continuation_token, **kwargs
)
return cls(client, initial_response, deserialization_callback, polling_method)
class ConversationAnalysisClient(AnalysisClientGenerated):
def __init__(
self,
endpoint: str,
credential: Union[AzureKeyCredential, "AsyncTokenCredential"],
*,
api_version: Optional[str] = None,
**kwargs: Any,
) -> None:
"""Create a ConversationAnalysisClient.
:param endpoint: Supported Cognitive Services endpoint.
:type endpoint: str
:param credential: Key or token credential.
:type credential: ~azure.core.credentials.AzureKeyCredential or ~azure.core.credentials.TokenCredential
:keyword api_version: The API version to use for this operation. Default value is
"2025-05-15-preview". Note that overriding this default value may result in unsupported
behavior.
:paramtype api_version: str`
"""
if api_version is not None:
kwargs["api_version"] = api_version
super().__init__(endpoint=endpoint, credential=credential, **kwargs)
@overload
async def begin_analyze_conversation_job(
self, body: AnalyzeConversationOperationInput, *, content_type: str = "application/json", **kwargs: Any
) -> AnalyzeConversationAsyncLROPoller[AsyncItemPaged["ConversationActions"]]:
"""Analyzes the input conversation utterance.
:param body: The input for the analyze conversations operation. Required.
:type body: ~azure.ai.language.conversations.models.AnalyzeConversationOperationInput
:keyword content_type: Body Parameter content-type. Content type parameter for JSON body.
Default value is "application/json".
:paramtype content_type: str
:return: An async poller whose ``result()`` yields ``AsyncItemPaged[ConversationActions]``; exposes metadata via ``.details``.
:rtype: ~azure.ai.language.conversations.AnalyzeConversationAsyncLROPoller[
~azure.core.async_paging.AsyncItemPaged[~azure.ai.language.conversations.models.ConversationActions]]
:raises ~azure.core.exceptions.HttpResponseError:
"""
@overload
async def begin_analyze_conversation_job(
self, body: JSON, *, content_type: str = "application/json", **kwargs: Any
) -> AnalyzeConversationAsyncLROPoller[AsyncItemPaged["ConversationActions"]]:
"""Analyzes the input conversation utterance.
:param body: The input for the analyze conversations operation. Required.
:type body: JSON
:keyword content_type: Body Parameter content-type. Content type parameter for JSON body.
Default value is "application/json".
:paramtype content_type: str
:return: An async poller whose ``result()`` yields ``AsyncItemPaged[ConversationActions]``; exposes metadata via ``.details``.
:rtype: ~azure.ai.language.conversations.AnalyzeConversationAsyncLROPoller[
~azure.core.async_paging.AsyncItemPaged[~azure.ai.language.conversations.models.ConversationActions]]
:raises ~azure.core.exceptions.HttpResponseError:
"""
@overload
async def begin_analyze_conversation_job(
self, body: IO[bytes], *, content_type: str = "application/json", **kwargs: Any
) -> AnalyzeConversationAsyncLROPoller[AsyncItemPaged["ConversationActions"]]:
"""Analyzes the input conversation utterance.
:param body: The input for the analyze conversations operation. Required.
:type body: IO[bytes]
:keyword content_type: Body Parameter content-type. Content type parameter for binary body.
Default value is "application/json".
:paramtype content_type: str
:return: An async poller whose ``result()`` yields ``AsyncItemPaged[ConversationActions]``; exposes metadata via ``.details``.
:rtype: ~azure.ai.language.conversations.AnalyzeConversationAsyncLROPoller[
~azure.core.async_paging.AsyncItemPaged[~azure.ai.language.conversations.models.ConversationActions]]
:raises ~azure.core.exceptions.HttpResponseError:
"""
@distributed_trace_async
@api_version_validation(
method_added_on="2023-04-01",
params_added_on={"2023-04-01": ["api_version", "content_type", "accept"]},
api_versions_list=["2023-04-01", "2024-05-01", "2024-11-01", "2024-11-15-preview", "2025-05-15-preview"],
)
async def begin_analyze_conversation_job( # type: ignore[override]
self, body: Union[AnalyzeConversationOperationInput, JSON, IO[bytes]], **kwargs: Any
) -> AnalyzeConversationAsyncLROPoller[AsyncItemPaged["ConversationActions"]]:
"""Analyzes the input conversation utterance.
:param body: The input for the analyze conversations operation. Required.
:type body: ~azure.ai.language.conversations.models.AnalyzeConversationOperationInput or JSON or IO[bytes]
:return: An async poller whose ``result()`` yields ``AsyncItemPaged[ConversationActions]``; exposes metadata via ``.details``.
:rtype: ~azure.ai.language.conversations.AnalyzeConversationAsyncLROPoller[
~azure.core.async_paging.AsyncItemPaged[~azure.ai.language.conversations.models.ConversationActions]]
:raises ~azure.core.exceptions.HttpResponseError:
"""
_headers = case_insensitive_dict(kwargs.pop("headers", {}) or {})
_params = kwargs.pop("params", {}) or {}
content_type: Optional[str] = kwargs.pop("content_type", _headers.pop("Content-Type", None))
polling: Union[bool, AsyncPollingMethod[AsyncItemPaged["ConversationActions"]]] = kwargs.pop("polling", True)
lro_delay = kwargs.pop("polling_interval", self._config.polling_interval)
cont_token: Optional[str] = kwargs.pop("continuation_token", None)
cls = kwargs.pop("cls", None) # optional custom deserializer
kwargs.pop("error_map", None)
path_format_arguments = {
"Endpoint": self._serialize.url("self._config.endpoint", self._config.endpoint, "str", skip_quote=True),
}
# ---- paging helpers (state -> AsyncItemPaged[ConversationActions])
async def _fetch_state_by_next_link(next_link: str) -> AnalyzeConversationOperationState:
req = HttpRequest("GET", next_link)
resp = await self._client.send_request(req) # type: ignore[attr-defined]
if resp.status_code != 200:
raise HttpResponseError(response=resp)
await resp.read()
data = json.loads(resp.text())
return AnalyzeConversationOperationState(data)
def _build_pager_from_state(state: AnalyzeConversationOperationState) -> AsyncItemPaged["ConversationActions"]:
async def extract_data(s: AnalyzeConversationOperationState):
next_link = s.next_link
actions: ConversationActions = s.actions
return next_link, [actions]
async def get_next(token: Optional[str]) -> Optional[AnalyzeConversationOperationState]:
if token is None:
return state
if not token:
return None
return await _fetch_state_by_next_link(token)
return AsyncItemPaged(get_next, extract_data)
# holder to let the deserializer set poller._last_state
poller_holder: Dict[str, AnalyzeConversationAsyncLROPoller[AsyncItemPaged["ConversationActions"]]] = {}
# ---- deserializer: final HTTP -> AsyncItemPaged[ConversationActions]
def get_long_running_output(pipeline_response):
final = pipeline_response.http_response
if final.status_code == 200:
data = json.loads(final.text())
op_state = AnalyzeConversationOperationState(data)
poller_ref = poller_holder["poller"]
poller_ref._record_state_for_details(op_state) # pylint:disable=protected-access
paged = _build_pager_from_state(op_state)
return cls(pipeline_response, paged, {}) if cls else paged
raise HttpResponseError(response=final)
# ---- polling method
if polling is True:
polling_method: AsyncPollingMethod[AsyncItemPaged["ConversationActions"]] = cast(
AsyncPollingMethod[AsyncItemPaged["ConversationActions"]],
AsyncLROBasePolling(lro_delay, path_format_arguments=path_format_arguments, **kwargs),
)
elif polling is False:
polling_method = cast(AsyncPollingMethod[AsyncItemPaged["ConversationActions"]], AsyncNoPolling())
else:
polling_method = cast(AsyncPollingMethod[AsyncItemPaged["ConversationActions"]], polling)
# ---- resume path
if cont_token:
return AnalyzeConversationAsyncLROPoller[AsyncItemPaged["ConversationActions"]].from_continuation_token(
polling_method=polling_method,
continuation_token=cont_token,
)
# ---- submit job
raw_result = await self._analyze_conversation_job_initial(
body=body,
content_type=content_type,
cls=lambda x, y, z: x, # passthrough
headers=_headers,
params=_params,
**kwargs,
)
# buffer initial body so .text() is available later
await raw_result.http_response.read() # type: ignore[attr-defined]
# ---- build custom async poller
lro: AnalyzeConversationAsyncLROPoller[AsyncItemPaged["ConversationActions"]] = (
AnalyzeConversationAsyncLROPoller(self._client, raw_result, get_long_running_output, polling_method)
)
poller_holder["poller"] = lro
return lro
def patch_sdk():
"""Do not remove from this file.
`patch_sdk` is a last resort escape hatch that allows you to do customizations
you can't accomplish using the techniques described in
https://aka.ms/azsdk/python/dpcodegen/python/customize
"""
__all__ = ["ConversationAnalysisClient", "AnalyzeConversationAsyncLROPoller"]
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