# ------------------------------------
# Copyright (c) Microsoft Corporation.
# Licensed under the MIT License.
# ------------------------------------
import base64
import functools
import json
import datetime
from urllib.parse import urlencode
from typing import Any, Mapping, Optional, Callable, TypeVar, cast
from typing_extensions import Protocol, runtime_checkable
from azure.core.exceptions import HttpResponseError
from azure.core.tracing.decorator import distributed_trace
from azure.core.polling import LROPoller
from azure.core.polling.base_polling import (
LROBasePolling,
OperationResourcePolling,
OperationFailed,
BadStatus,
)
_FINISHED = frozenset(["succeeded", "cancelled", "failed", "partiallycompleted", "partiallysucceeded"])
_FAILED = frozenset(["failed"])
_SUCCEEDED = frozenset(["succeeded", "partiallycompleted", "partiallysucceeded"])
PollingReturnType = TypeVar("PollingReturnType")
PollingReturnType_co = TypeVar("PollingReturnType_co", covariant=True)
[docs]@runtime_checkable
class TextAnalysisLROPoller(Protocol[PollingReturnType_co]):
"""Implements a protocol which returned poller objects are consistent with.
"""
@property
def details(self) -> Mapping[str, Any]:
"""Long-running operation metadata.
:return: A mapping of details about the long-running operation.
:rtype: Mapping[str, Any]
"""
...
[docs] def continuation_token(self) -> str: # pylint: disable=no-self-use
"""Return a continuation token that allows to restart the poller later.
:returns: An opaque continuation token
:rtype: str
"""
...
[docs] def status(self) -> str: # pylint: disable=no-self-use
"""Returns the current status string.
:returns: The current status string
:rtype: str
"""
...
# pylint: disable=no-self-use, unused-argument
[docs] def result(self, timeout: Optional[int] = None) -> PollingReturnType_co:
"""Return the result of the long running operation, or
the result available after the specified timeout.
:returns: The deserialized resource of the long running operation,
if one is available.
:raises ~azure.core.exceptions.HttpResponseError: Server problem with the query.
"""
...
[docs] def wait(self, timeout: Optional[float] = None) -> None: # pylint: disable=no-self-use, unused-argument
"""Wait on the long running operation for a specified length
of time. You can check if this call as ended with timeout with the
"done()" method.
:param float timeout: Period of time to wait for the long running
operation to complete (in seconds).
:raises ~azure.core.exceptions.HttpResponseError: Server problem with the query.
"""
...
[docs] def done(self) -> bool: # pylint: disable=no-self-use
"""Check status of the long running operation.
:returns: 'True' if the process has completed, else 'False'.
:rtype: bool
"""
...
[docs] def add_done_callback(self, func: Callable) -> None: # pylint: disable=no-self-use, unused-argument
"""Add callback function to be run once the long running operation
has completed - regardless of the status of the operation.
:param callable func: Callback function that takes at least one
argument, a completed LongRunningOperation.
"""
...
[docs] def remove_done_callback(self, func: Callable) -> None: # pylint: disable=no-self-use, unused-argument
"""Remove a callback from the long running operation.
:param callable func: The function to be removed from the callbacks.
:raises ValueError: if the long running operation has already completed.
"""
...
[docs] def cancel(self) -> None: # pylint: disable=no-self-use
"""Cancel the operation currently being polled.
:return: None
:rtype: None
:raises ~azure.core.exceptions.HttpResponseError: When the operation has already reached a terminal state.
"""
...
class TextAnalyticsOperationResourcePolling(OperationResourcePolling):
def __init__(
self, operation_location_header: str ="operation-location", show_stats: Optional[bool] = False
) -> None:
super().__init__(
operation_location_header=operation_location_header
)
self._show_stats = show_stats
self._query_params = {"showStats": show_stats}
def get_polling_url(self) -> str:
if not self._show_stats:
return super().get_polling_url()
# language api compat
delimiter = "&" if super().get_polling_url().find("?") != -1 else "?"
return (
super().get_polling_url()
+ delimiter
+ urlencode(self._query_params)
)
class TextAnalyticsLROPollingMethod(LROBasePolling):
def finished(self) -> bool:
"""Is this polling finished?
:rtype: bool
"""
return TextAnalyticsLROPollingMethod._finished(self.status())
@staticmethod
def _finished(status) -> bool:
if hasattr(status, "value"):
status = status.value
return str(status).lower() in _FINISHED
@staticmethod
def _failed(status) -> bool:
if hasattr(status, "value"):
status = status.value
return str(status).lower() in _FAILED
@staticmethod
def _raise_if_bad_http_status_and_method(response):
"""Check response status code is valid.
Must be 200, 201, 202, or 204.
:raises: BadStatus if invalid status.
"""
code = response.status_code
if code in {200, 201, 202, 204}:
return
raise BadStatus(
"Invalid return status {!r} for {!r} operation".format(
code, response.request.method
)
)
def _poll(self):
"""Poll status of operation so long as operation is incomplete and
we have an endpoint to query.
:param callable update_cmd: The function to call to retrieve the
latest status of the long running operation.
:raises: OperationFailed if operation status 'Failed' or 'Canceled'.
:raises: BadStatus if response status invalid.
:raises: BadResponse if response invalid.
"""
if not self.finished():
self.update_status()
while not self.finished():
self._delay()
self.update_status()
if TextAnalyticsLROPollingMethod._failed(self.status()):
try:
job = json.loads(self._pipeline_response.http_response.text())
error_message = ""
for err in job["errors"]:
error_message += "({}) {}".format(err["code"], err["message"])
raise HttpResponseError(message=error_message, response=self._pipeline_response.http_response)
except KeyError as e:
raise OperationFailed("Operation failed or canceled") from e
final_get_url = self._operation.get_final_get_url(self._pipeline_response)
if final_get_url:
self._pipeline_response = self.request_status(final_get_url)
TextAnalyticsLROPollingMethod._raise_if_bad_http_status_and_method(
self._pipeline_response.http_response
)
class AnalyzeHealthcareEntitiesLROPollingMethod(TextAnalyticsLROPollingMethod):
def __init__(self, *args: Any, **kwargs: Any) -> None:
self._doc_id_order = kwargs.pop("doc_id_order", None)
self._show_stats = kwargs.pop("show_stats", None)
self._text_analytics_client = kwargs.pop("text_analytics_client")
super().__init__(*args, **kwargs)
@property
def _current_body(self):
from ._generated.models import JobState
return JobState.deserialize(self._pipeline_response)
@property
def created_on(self) -> Optional[datetime.datetime]:
if not self._current_body:
return None
return self._current_body.created_date_time
@property
def expires_on(self) -> Optional[datetime.datetime]:
if not self._current_body:
return None
return self._current_body.expiration_date_time
@property
def last_modified_on(self) -> Optional[datetime.datetime]:
if not self._current_body:
return None
return self._current_body.last_update_date_time
@property
def id(self) -> str:
if self._current_body and self._current_body.job_id is not None:
return self._current_body.job_id
return self._get_id_from_headers()
def _get_id_from_headers(self) -> str:
return self._initial_response.http_response.headers[
"Operation-Location"
].split("/jobs/")[1].split("?")[0]
@property
def display_name(self) -> Optional[str]:
if not self._current_body:
return None
return self._current_body.display_name
def get_continuation_token(self) -> str:
import pickle
self._initial_response.context.options["doc_id_order"] = self._doc_id_order
self._initial_response.context.options["show_stats"] = self._show_stats
return base64.b64encode(pickle.dumps(self._initial_response)).decode('ascii')
[docs]class AnalyzeHealthcareEntitiesLROPoller(LROPoller[PollingReturnType]):
[docs] def polling_method(self) -> AnalyzeHealthcareEntitiesLROPollingMethod:
"""Return the polling method associated to this poller.
:return: AnalyzeHealthcareEntitiesLROPollingMethod
:rtype: AnalyzeHealthcareEntitiesLROPollingMethod
"""
return self._polling_method # type: ignore
@property
def details(self) -> Mapping[str, Any]:
"""Long-running operation metadata.
:return: A mapping of details about the long-running operation.
:rtype: Mapping[str, Any]
"""
return {
"id": self.polling_method().id,
"created_on": self.polling_method().created_on,
"expires_on": self.polling_method().expires_on,
"display_name": self.polling_method().display_name,
"last_modified_on": self.polling_method().last_modified_on,
}
def __getattr__(self, item: str) -> Any:
attrs = [
"created_on",
"expires_on",
"display_name",
"last_modified_on",
"id"
]
if item in attrs:
return self.details[item]
return self.__getattribute__(item)
@classmethod
def from_continuation_token( # type: ignore
cls,
polling_method: AnalyzeHealthcareEntitiesLROPollingMethod,
continuation_token: str,
**kwargs: Any
) -> "AnalyzeHealthcareEntitiesLROPoller": # type: ignore
"""Internal use only.
:param polling_method: Polling method to use.
:type polling_method: AnalyzeHealthcareEntitiesLROPollingMethod
:param str continuation_token: Opaque token.
:return: AnalyzeHealthcareEntitiesLROPoller
:rtype: AnalyzeHealthcareEntitiesLROPoller
:meta private:
"""
client, initial_response, deserialization_callback = polling_method.from_continuation_token(
continuation_token, **kwargs
)
polling_method._lro_algorithms = [ # pylint: disable=protected-access
TextAnalyticsOperationResourcePolling(
show_stats=initial_response.context.options["show_stats"]
)
]
return cls(
client,
initial_response,
functools.partial(deserialization_callback, initial_response),
polling_method
)
[docs] @distributed_trace
def cancel(self, **kwargs: Any) -> LROPoller[None]: # type: ignore
"""Cancel the operation currently being polled.
:keyword int polling_interval: The polling interval to use to poll the cancellation status.
The default value is 5 seconds.
:return: Returns an instance of an LROPoller that returns None.
:rtype: ~azure.core.polling.LROPoller[None]
:raises ~azure.core.exceptions.HttpResponseError: When the operation has already reached a terminal state.
.. admonition:: Example:
.. literalinclude:: ../samples/sample_analyze_healthcare_entities_with_cancellation.py
:start-after: [START analyze_healthcare_entities_with_cancellation]
:end-before: [END analyze_healthcare_entities_with_cancellation]
:language: python
:dedent: 4
:caption: Cancel an existing health operation.
"""
polling_interval = kwargs.pop("polling_interval", 5)
try:
# Join the thread so we no longer have to wait for a result from it.
getattr(self, "_thread").join(timeout=0)
client = getattr(
self._polling_method, "_text_analytics_client"
)
try:
return client.begin_cancel_health_job(
self.id, polling=TextAnalyticsLROPollingMethod(timeout=polling_interval)
)
except ValueError: # language API compat
return client.begin_analyze_text_cancel_job(
self.id, polling=TextAnalyticsLROPollingMethod(timeout=polling_interval)
)
except HttpResponseError as error:
from ._response_handlers import process_http_response_error
process_http_response_error(error)
class AnalyzeActionsLROPollingMethod(TextAnalyticsLROPollingMethod):
def __init__(self, *args: Any, **kwargs: Any) -> None:
self._doc_id_order = kwargs.pop("doc_id_order", None)
self._task_id_order = kwargs.pop("task_id_order", None)
self._show_stats = kwargs.pop("show_stats", None)
self._text_analytics_client = kwargs.pop("text_analytics_client")
super().__init__(*args, **kwargs)
@property
def _current_body(self):
from ._generated.models import JobState
return JobState.deserialize(self._pipeline_response)
@property
def created_on(self) -> Optional[datetime.datetime]:
if not self._current_body:
return None
return self._current_body.created_date_time
@property
def expires_on(self) -> Optional[datetime.datetime]:
if not self._current_body:
return None
return self._current_body.expiration_date_time
@property
def display_name(self) -> Optional[str]:
if not self._current_body:
return None
return self._current_body.display_name
@property
def actions_failed_count(self) -> Optional[int]:
if not self._current_body:
return None
return self._current_body.additional_properties.get("tasks", {}).get("failed", None)
@property
def actions_in_progress_count(self) -> Optional[int]:
if not self._current_body:
return None
return self._current_body.additional_properties.get("tasks", {}).get("inProgress", None)
@property
def actions_succeeded_count(self) -> Optional[int]:
if not self._current_body:
return None
return self._current_body.additional_properties.get("tasks", {}).get("completed", None)
@property
def last_modified_on(self) -> Optional[datetime.datetime]:
if not self._current_body:
return None
return self._current_body.last_update_date_time
@property
def total_actions_count(self) -> Optional[int]:
if not self._current_body:
return None
return self._current_body.additional_properties.get("tasks", {}).get("total", None)
@property
def id(self) -> str:
if self._current_body and self._current_body.job_id is not None:
return self._current_body.job_id
return self._get_id_from_headers()
def _get_id_from_headers(self) -> str:
return self._initial_response.http_response.headers[
"Operation-Location"
].split("/jobs/")[1].split("?")[0]
def get_continuation_token(self) -> str:
import pickle
self._initial_response.context.options["doc_id_order"] = self._doc_id_order
self._initial_response.context.options["task_id_order"] = self._task_id_order
self._initial_response.context.options["show_stats"] = self._show_stats
return base64.b64encode(pickle.dumps(self._initial_response)).decode('ascii')
[docs]class AnalyzeActionsLROPoller(LROPoller[PollingReturnType]):
[docs] def polling_method(self) -> AnalyzeActionsLROPollingMethod:
"""Return the polling method associated to this poller.
:return: AnalyzeActionsLROPollingMethod
:rtype: AnalyzeActionsLROPollingMethod
"""
return self._polling_method # type: ignore
@property
def details(self) -> Mapping[str, Any]:
"""Long-running operation metadata.
:return: A mapping of details about the long-running operation.
:rtype: Mapping[str, Any]
"""
return {
"id": self.polling_method().id,
"created_on": self.polling_method().created_on,
"expires_on": self.polling_method().expires_on,
"display_name": self.polling_method().display_name,
"last_modified_on": self.polling_method().last_modified_on,
"actions_failed_count": self.polling_method().actions_failed_count,
"actions_in_progress_count": self.polling_method().actions_in_progress_count,
"actions_succeeded_count": self.polling_method().actions_succeeded_count,
"total_actions_count": self.polling_method().total_actions_count,
}
def __getattr__(self, item: str) -> Any:
attrs = [
"created_on",
"expires_on",
"display_name",
"actions_failed_count",
"actions_in_progress_count",
"actions_succeeded_count",
"total_actions_count",
"last_modified_on",
"id"
]
if item in attrs:
return self.details[item]
return self.__getattribute__(item)
@classmethod
def from_continuation_token( # type: ignore
cls,
polling_method: AnalyzeActionsLROPollingMethod,
continuation_token: str,
**kwargs: Any
) -> "AnalyzeActionsLROPoller": # type: ignore
"""Internal use only.
:param polling_method: Polling method to use.
:type polling_method: AnalyzeActionsLROPollingMethod
:param str continuation_token: Opaque token.
:return: AnalyzeActionsLROPoller
:rtype: AnalyzeActionsLROPoller
:meta private:
"""
client, initial_response, deserialization_callback = polling_method.from_continuation_token(
continuation_token, **kwargs
)
polling_method._lro_algorithms = [ # pylint: disable=protected-access
TextAnalyticsOperationResourcePolling(
show_stats=initial_response.context.options["show_stats"]
)
]
return cls(
client,
initial_response,
functools.partial(deserialization_callback, initial_response),
polling_method
)
[docs] @distributed_trace
def cancel(self) -> None:
"""Cancel the operation currently being polled.
:return: None
:rtype: None
:raises ~azure.core.exceptions.HttpResponseError: When the operation has already reached a terminal state.
"""
cast(AnalyzeActionsLROPollingMethod, self.polling_method)
client = self.polling_method()._text_analytics_client # pylint: disable=protected-access
try:
client.begin_analyze_text_cancel_job(self.id, polling=False)
except ValueError:
raise ValueError("Cancellation not supported by API versions v3.0, v3.1.")
except HttpResponseError as error:
from ._response_handlers import process_http_response_error
process_http_response_error(error)