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feat: initial support for Extended Operations (#344)
Certain APIs with Long-Running Operations deviate from the semantics in https://google.aip.dev/151 and instead define custom operation messages, aka Extended Operations. This change adds a PollingFuture subclass designed to be used with Extended Operations. It is analogous and broadly similar to google.api_core.operation.Operation and subclasses google.api_core.future.polling.PollingFuture. The full description of Extended Operation semantics is beyond the scope of this change.
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# Copyright 2022 Google LLC | ||
# | ||
# Licensed under the Apache License, Version 2.0 (the "License"); | ||
# you may not use this file except in compliance with the License. | ||
# You may obtain a copy of the License at | ||
# | ||
# http://www.apache.org/licenses/LICENSE-2.0 | ||
# | ||
# Unless required by applicable law or agreed to in writing, software | ||
# distributed under the License is distributed on an "AS IS" BASIS, | ||
# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. | ||
# See the License for the specific language governing permissions and | ||
# limitations under the License. | ||
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"""Futures for extended long-running operations returned from Google Cloud APIs. | ||
These futures can be used to synchronously wait for the result of a | ||
long-running operations using :meth:`ExtendedOperation.result`: | ||
.. code-block:: python | ||
extended_operation = my_api_client.long_running_method() | ||
extended_operation.result() | ||
Or asynchronously using callbacks and :meth:`Operation.add_done_callback`: | ||
.. code-block:: python | ||
extended_operation = my_api_client.long_running_method() | ||
def my_callback(ex_op): | ||
print(f"Operation {ex_op.name} completed") | ||
extended_operation.add_done_callback(my_callback) | ||
""" | ||
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import threading | ||
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from google.api_core import exceptions | ||
from google.api_core.future import polling | ||
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class ExtendedOperation(polling.PollingFuture): | ||
"""An ExtendedOperation future for interacting with a Google API Long-Running Operation. | ||
Args: | ||
extended_operation (proto.Message): The initial operation. | ||
refresh (Callable[[], type(extended_operation)]): A callable that returns | ||
the latest state of the operation. | ||
cancel (Callable[[], None]): A callable that tries to cancel the operation. | ||
retry: Optional(google.api_core.retry.Retry): The retry configuration used | ||
when polling. This can be used to control how often :meth:`done` | ||
is polled. Regardless of the retry's ``deadline``, it will be | ||
overridden by the ``timeout`` argument to :meth:`result`. | ||
Note: Most long-running API methods use google.api_core.operation.Operation | ||
This class is a wrapper for a subset of methods that use alternative | ||
Long-Running Operation (LRO) semantics. | ||
Note: there is not a concrete type the extended operation must be. | ||
It MUST have fields that correspond to the following, POSSIBLY WITH DIFFERENT NAMES: | ||
* name: str | ||
* status: Union[str, bool, enum.Enum] | ||
* error_code: int | ||
* error_message: str | ||
""" | ||
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def __init__( | ||
self, extended_operation, refresh, cancel, retry=polling.DEFAULT_RETRY | ||
): | ||
super().__init__(retry=retry) | ||
self._extended_operation = extended_operation | ||
self._refresh = refresh | ||
self._cancel = cancel | ||
# Note: the extended operation does not give a good way to indicate cancellation. | ||
# We make do with manually tracking cancellation and checking for doneness. | ||
self._cancelled = False | ||
self._completion_lock = threading.Lock() | ||
# Invoke in case the operation came back already complete. | ||
self._handle_refreshed_operation() | ||
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# Note: the following four properties MUST be overridden in a subclass | ||
# if, and only if, the fields in the corresponding extended operation message | ||
# have different names. | ||
# | ||
# E.g. we have an extended operation class that looks like | ||
# | ||
# class MyOperation(proto.Message): | ||
# moniker = proto.Field(proto.STRING, number=1) | ||
# status_msg = proto.Field(proto.STRING, number=2) | ||
# optional http_error_code = proto.Field(proto.INT32, number=3) | ||
# optional http_error_msg = proto.Field(proto.STRING, number=4) | ||
# | ||
# the ExtendedOperation subclass would provide property overrrides that map | ||
# to these (poorly named) fields. | ||
@property | ||
def name(self): | ||
return self._extended_operation.name | ||
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@property | ||
def status(self): | ||
return self._extended_operation.status | ||
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@property | ||
def error_code(self): | ||
return self._extended_operation.error_code | ||
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@property | ||
def error_message(self): | ||
return self._extended_operation.error_message | ||
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def done(self, retry=polling.DEFAULT_RETRY): | ||
self._refresh_and_update(retry) | ||
return self._extended_operation.done | ||
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def cancel(self): | ||
if self.done(): | ||
return False | ||
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self._cancel() | ||
self._cancelled = True | ||
return True | ||
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def cancelled(self): | ||
# TODO(dovs): there is not currently a good way to determine whether the | ||
# operation has been cancelled. | ||
# The best we can do is manually keep track of cancellation | ||
# and check for doneness. | ||
if not self._cancelled: | ||
return False | ||
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self._refresh_and_update() | ||
return self._extended_operation.done | ||
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def _refresh_and_update(self, retry=polling.DEFAULT_RETRY): | ||
if not self._extended_operation.done: | ||
self._extended_operation = self._refresh(retry=retry) | ||
self._handle_refreshed_operation() | ||
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def _handle_refreshed_operation(self): | ||
with self._completion_lock: | ||
if not self._extended_operation.done: | ||
return | ||
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if self.error_code and self.error_message: | ||
exception = exceptions.from_http_status( | ||
status_code=self.error_code, | ||
message=self.error_message, | ||
response=self._extended_operation, | ||
) | ||
self.set_exception(exception) | ||
elif self.error_code or self.error_message: | ||
exception = exceptions.GoogleAPICallError( | ||
f"Unexpected error {self.error_code}: {self.error_message}" | ||
) | ||
self.set_exception(exception) | ||
else: | ||
# Extended operations have no payload. | ||
self.set_result(None) | ||
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@classmethod | ||
def make(cls, refresh, cancel, extended_operation, **kwargs): | ||
""" | ||
Return an instantiated ExtendedOperation (or child) that wraps | ||
* a refresh callable | ||
* a cancel callable (can be a no-op) | ||
* an initial result | ||
.. note:: | ||
It is the caller's responsibility to set up refresh and cancel | ||
with their correct request argument. | ||
The reason for this is that the services that use Extended Operations | ||
have rpcs that look something like the following: | ||
// service.proto | ||
service MyLongService { | ||
rpc StartLongTask(StartLongTaskRequest) returns (ExtendedOperation) { | ||
option (google.cloud.operation_service) = "CustomOperationService"; | ||
} | ||
} | ||
service CustomOperationService { | ||
rpc Get(GetOperationRequest) returns (ExtendedOperation) { | ||
option (google.cloud.operation_polling_method) = true; | ||
} | ||
} | ||
Any info needed for the poll, e.g. a name, path params, etc. | ||
is held in the request, which the initial client method is in a much | ||
better position to make made because the caller made the initial request. | ||
TL;DR: the caller sets up closures for refresh and cancel that carry | ||
the properly configured requests. | ||
Args: | ||
refresh (Callable[Optional[Retry]][type(extended_operation)]): A callable that | ||
returns the latest state of the operation. | ||
cancel (Callable[][Any]): A callable that tries to cancel the operation | ||
on a best effort basis. | ||
extended_operation (Any): The initial response of the long running method. | ||
See the docstring for ExtendedOperation.__init__ for requirements on | ||
the type and fields of extended_operation | ||
""" | ||
return cls(extended_operation, refresh, cancel, **kwargs) |
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