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authorLidi Zheng <lidiz@google.com>2020-06-02 15:06:04 -0700
committerGitHub <noreply@github.com>2020-06-02 22:06:04 +0000
commitdd9b2f38a70e85952cc05552ec8070cdf29ddbb4 (patch)
tree91de6df237390c1c3fb1588fa6fd06b8707d9113 /google
parent7be1e59e9d75c112f346d2b76dce3dd60e3584a1 (diff)
downloadpython-api-core-dd9b2f38a70e85952cc05552ec8070cdf29ddbb4.tar.gz
feat: AsyncIO Integration [Part 2] (#28)
Children PR of https://github.com/googleapis/python-api-core/pull/26. This PR includes AsyncIO version of: * Polling future * Page iterator The AsyncIO version of polling future still uses the same mechanism as the sync version. The AsyncIO polling future tries to update its own state whenever the application want to access information or perform actions. For page iterator, it has similar interface design as sync version. But instead of fulfilling normal generator protocol, it is based on the async generator. Related #23
Diffstat (limited to 'google')
-rw-r--r--google/api_core/future/async_future.py157
-rw-r--r--google/api_core/operation_async.py215
-rw-r--r--google/api_core/page_iterator_async.py278
3 files changed, 650 insertions, 0 deletions
diff --git a/google/api_core/future/async_future.py b/google/api_core/future/async_future.py
new file mode 100644
index 0000000..e1d158d
--- /dev/null
+++ b/google/api_core/future/async_future.py
@@ -0,0 +1,157 @@
+# Copyright 2020, 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.
+
+"""AsyncIO implementation of the abstract base Future class."""
+
+import asyncio
+
+from google.api_core import exceptions
+from google.api_core import retry
+from google.api_core import retry_async
+from google.api_core.future import base
+
+
+class _OperationNotComplete(Exception):
+ """Private exception used for polling via retry."""
+ pass
+
+
+RETRY_PREDICATE = retry.if_exception_type(
+ _OperationNotComplete,
+ exceptions.TooManyRequests,
+ exceptions.InternalServerError,
+ exceptions.BadGateway,
+)
+DEFAULT_RETRY = retry_async.AsyncRetry(predicate=RETRY_PREDICATE)
+
+
+class AsyncFuture(base.Future):
+ """A Future that polls peer service to self-update.
+
+ The :meth:`done` method should be implemented by subclasses. The polling
+ behavior will repeatedly call ``done`` until it returns True.
+
+ .. note: Privacy here is intended to prevent the final class from
+ overexposing, not to prevent subclasses from accessing methods.
+
+ Args:
+ retry (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`.
+ """
+
+ def __init__(self, retry=DEFAULT_RETRY):
+ super().__init__()
+ self._retry = retry
+ self._future = asyncio.get_event_loop().create_future()
+ self._background_task = None
+
+ async def done(self, retry=DEFAULT_RETRY):
+ """Checks to see if the operation is complete.
+
+ Args:
+ retry (google.api_core.retry.Retry): (Optional) How to retry the RPC.
+
+ Returns:
+ bool: True if the operation is complete, False otherwise.
+ """
+ # pylint: disable=redundant-returns-doc, missing-raises-doc
+ raise NotImplementedError()
+
+ async def _done_or_raise(self):
+ """Check if the future is done and raise if it's not."""
+ result = await self.done()
+ if not result:
+ raise _OperationNotComplete()
+
+ async def running(self):
+ """True if the operation is currently running."""
+ result = await self.done()
+ return not result
+
+ async def _blocking_poll(self, timeout=None):
+ """Poll and await for the Future to be resolved.
+
+ Args:
+ timeout (int):
+ How long (in seconds) to wait for the operation to complete.
+ If None, wait indefinitely.
+ """
+ if self._future.done():
+ return
+
+ retry_ = self._retry.with_deadline(timeout)
+
+ try:
+ await retry_(self._done_or_raise)()
+ except exceptions.RetryError:
+ raise asyncio.TimeoutError(
+ "Operation did not complete within the designated " "timeout."
+ )
+
+ async def result(self, timeout=None):
+ """Get the result of the operation.
+
+ Args:
+ timeout (int):
+ How long (in seconds) to wait for the operation to complete.
+ If None, wait indefinitely.
+
+ Returns:
+ google.protobuf.Message: The Operation's result.
+
+ Raises:
+ google.api_core.GoogleAPICallError: If the operation errors or if
+ the timeout is reached before the operation completes.
+ """
+ await self._blocking_poll(timeout=timeout)
+ return self._future.result()
+
+ async def exception(self, timeout=None):
+ """Get the exception from the operation.
+
+ Args:
+ timeout (int): How long to wait for the operation to complete.
+ If None, wait indefinitely.
+
+ Returns:
+ Optional[google.api_core.GoogleAPICallError]: The operation's
+ error.
+ """
+ await self._blocking_poll(timeout=timeout)
+ return self._future.exception()
+
+ def add_done_callback(self, fn):
+ """Add a callback to be executed when the operation is complete.
+
+ If the operation is completed, the callback will be scheduled onto the
+ event loop. Otherwise, the callback will be stored and invoked when the
+ future is done.
+
+ Args:
+ fn (Callable[Future]): The callback to execute when the operation
+ is complete.
+ """
+ if self._background_task is None:
+ self._background_task = asyncio.get_event_loop().create_task(self._blocking_poll())
+ self._future.add_done_callback(fn)
+
+ def set_result(self, result):
+ """Set the Future's result."""
+ self._future.set_result(result)
+
+ def set_exception(self, exception):
+ """Set the Future's exception."""
+ self._future.set_exception(exception)
diff --git a/google/api_core/operation_async.py b/google/api_core/operation_async.py
new file mode 100644
index 0000000..89500af
--- /dev/null
+++ b/google/api_core/operation_async.py
@@ -0,0 +1,215 @@
+# Copyright 2020 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.
+
+"""AsyncIO futures for long-running operations returned from Google Cloud APIs.
+
+These futures can be used to await for the result of a long-running operation
+using :meth:`AsyncOperation.result`:
+
+
+.. code-block:: python
+
+ operation = my_api_client.long_running_method()
+ result = await operation.result()
+
+Or asynchronously using callbacks and :meth:`Operation.add_done_callback`:
+
+.. code-block:: python
+
+ operation = my_api_client.long_running_method()
+
+ def my_callback(future):
+ result = await future.result()
+
+ operation.add_done_callback(my_callback)
+
+"""
+
+import functools
+import threading
+
+from google.api_core import exceptions
+from google.api_core import protobuf_helpers
+from google.api_core.future import async_future
+from google.longrunning import operations_pb2
+from google.rpc import code_pb2
+
+
+class AsyncOperation(async_future.AsyncFuture):
+ """A Future for interacting with a Google API Long-Running Operation.
+
+ Args:
+ operation (google.longrunning.operations_pb2.Operation): The
+ initial operation.
+ refresh (Callable[[], ~.api_core.operation.Operation]): A callable that
+ returns the latest state of the operation.
+ cancel (Callable[[], None]): A callable that tries to cancel
+ the operation.
+ result_type (func:`type`): The protobuf type for the operation's
+ result.
+ metadata_type (func:`type`): The protobuf type for the operation's
+ metadata.
+ retry (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`.
+ """
+
+ def __init__(
+ self,
+ operation,
+ refresh,
+ cancel,
+ result_type,
+ metadata_type=None,
+ retry=async_future.DEFAULT_RETRY,
+ ):
+ super().__init__(retry=retry)
+ self._operation = operation
+ self._refresh = refresh
+ self._cancel = cancel
+ self._result_type = result_type
+ self._metadata_type = metadata_type
+ self._completion_lock = threading.Lock()
+ # Invoke this in case the operation came back already complete.
+ self._set_result_from_operation()
+
+ @property
+ def operation(self):
+ """google.longrunning.Operation: The current long-running operation."""
+ return self._operation
+
+ @property
+ def metadata(self):
+ """google.protobuf.Message: the current operation metadata."""
+ if not self._operation.HasField("metadata"):
+ return None
+
+ return protobuf_helpers.from_any_pb(
+ self._metadata_type, self._operation.metadata
+ )
+
+ @classmethod
+ def deserialize(cls, payload):
+ """Deserialize a ``google.longrunning.Operation`` protocol buffer.
+
+ Args:
+ payload (bytes): A serialized operation protocol buffer.
+
+ Returns:
+ ~.operations_pb2.Operation: An Operation protobuf object.
+ """
+ return operations_pb2.Operation.FromString(payload)
+
+ def _set_result_from_operation(self):
+ """Set the result or exception from the operation if it is complete."""
+ # This must be done in a lock to prevent the async_future thread
+ # and main thread from both executing the completion logic
+ # at the same time.
+ with self._completion_lock:
+ # If the operation isn't complete or if the result has already been
+ # set, do not call set_result/set_exception again.
+ if not self._operation.done or self._future.done():
+ return
+
+ if self._operation.HasField("response"):
+ response = protobuf_helpers.from_any_pb(
+ self._result_type, self._operation.response
+ )
+ self.set_result(response)
+ elif self._operation.HasField("error"):
+ exception = exceptions.GoogleAPICallError(
+ self._operation.error.message,
+ errors=(self._operation.error,),
+ response=self._operation,
+ )
+ self.set_exception(exception)
+ else:
+ exception = exceptions.GoogleAPICallError(
+ "Unexpected state: Long-running operation had neither "
+ "response nor error set."
+ )
+ self.set_exception(exception)
+
+ async def _refresh_and_update(self, retry=async_future.DEFAULT_RETRY):
+ """Refresh the operation and update the result if needed.
+
+ Args:
+ retry (google.api_core.retry.Retry): (Optional) How to retry the RPC.
+ """
+ # If the currently cached operation is done, no need to make another
+ # RPC as it will not change once done.
+ if not self._operation.done:
+ self._operation = await self._refresh(retry=retry)
+ self._set_result_from_operation()
+
+ async def done(self, retry=async_future.DEFAULT_RETRY):
+ """Checks to see if the operation is complete.
+
+ Args:
+ retry (google.api_core.retry.Retry): (Optional) How to retry the RPC.
+
+ Returns:
+ bool: True if the operation is complete, False otherwise.
+ """
+ await self._refresh_and_update(retry)
+ return self._operation.done
+
+ async def cancel(self):
+ """Attempt to cancel the operation.
+
+ Returns:
+ bool: True if the cancel RPC was made, False if the operation is
+ already complete.
+ """
+ result = await self.done()
+ if result:
+ return False
+ else:
+ await self._cancel()
+ return True
+
+ async def cancelled(self):
+ """True if the operation was cancelled."""
+ await self._refresh_and_update()
+ return (
+ self._operation.HasField("error")
+ and self._operation.error.code == code_pb2.CANCELLED
+ )
+
+
+def from_gapic(operation, operations_client, result_type, **kwargs):
+ """Create an operation future from a gapic client.
+
+ This interacts with the long-running operations `service`_ (specific
+ to a given API) via a gapic client.
+
+ .. _service: https://github.com/googleapis/googleapis/blob/\
+ 050400df0fdb16f63b63e9dee53819044bffc857/\
+ google/longrunning/operations.proto#L38
+
+ Args:
+ operation (google.longrunning.operations_pb2.Operation): The operation.
+ operations_client (google.api_core.operations_v1.OperationsClient):
+ The operations client.
+ result_type (:func:`type`): The protobuf result type.
+ kwargs: Keyword args passed into the :class:`Operation` constructor.
+
+ Returns:
+ ~.api_core.operation.Operation: The operation future to track the given
+ operation.
+ """
+ refresh = functools.partial(operations_client.get_operation, operation.name)
+ cancel = functools.partial(operations_client.cancel_operation, operation.name)
+ return AsyncOperation(operation, refresh, cancel, result_type, **kwargs)
diff --git a/google/api_core/page_iterator_async.py b/google/api_core/page_iterator_async.py
new file mode 100644
index 0000000..a0aa41a
--- /dev/null
+++ b/google/api_core/page_iterator_async.py
@@ -0,0 +1,278 @@
+# Copyright 2020 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.
+
+"""AsyncIO iterators for paging through paged API methods.
+
+These iterators simplify the process of paging through API responses
+where the request takes a page token and the response is a list of results with
+a token for the next page. See `list pagination`_ in the Google API Style Guide
+for more details.
+
+.. _list pagination:
+ https://cloud.google.com/apis/design/design_patterns#list_pagination
+
+API clients that have methods that follow the list pagination pattern can
+return an :class:`.AsyncIterator`:
+
+ >>> results_iterator = await client.list_resources()
+
+Or you can walk your way through items and call off the search early if
+you find what you're looking for (resulting in possibly fewer requests)::
+
+ >>> async for resource in results_iterator:
+ ... print(resource.name)
+ ... if not resource.is_valid:
+ ... break
+
+At any point, you may check the number of items consumed by referencing the
+``num_results`` property of the iterator::
+
+ >>> async for my_item in results_iterator:
+ ... if results_iterator.num_results >= 10:
+ ... break
+
+When iterating, not every new item will send a request to the server.
+To iterate based on each page of items (where a page corresponds to
+a request)::
+
+ >>> async for page in results_iterator.pages:
+ ... print('=' * 20)
+ ... print(' Page number: {:d}'.format(iterator.page_number))
+ ... print(' Items in page: {:d}'.format(page.num_items))
+ ... print(' First item: {!r}'.format(next(page)))
+ ... print('Items remaining: {:d}'.format(page.remaining))
+ ... print('Next page token: {}'.format(iterator.next_page_token))
+ ====================
+ Page number: 1
+ Items in page: 1
+ First item: <MyItemClass at 0x7f1d3cccf690>
+ Items remaining: 0
+ Next page token: eav1OzQB0OM8rLdGXOEsyQWSG
+ ====================
+ Page number: 2
+ Items in page: 19
+ First item: <MyItemClass at 0x7f1d3cccffd0>
+ Items remaining: 18
+ Next page token: None
+"""
+
+import abc
+
+from google.api_core.page_iterator import Page
+
+
+def _item_to_value_identity(iterator, item):
+ """An item to value transformer that returns the item un-changed."""
+ # pylint: disable=unused-argument
+ # We are conforming to the interface defined by Iterator.
+ return item
+
+
+class AsyncIterator(abc.ABC):
+ """A generic class for iterating through API list responses.
+
+ Args:
+ client(google.cloud.client.Client): The API client.
+ item_to_value (Callable[google.api_core.page_iterator_async.AsyncIterator, Any]):
+ Callable to convert an item from the type in the raw API response
+ into the native object. Will be called with the iterator and a
+ single item.
+ page_token (str): A token identifying a page in a result set to start
+ fetching results from.
+ max_results (int): The maximum number of results to fetch.
+ """
+
+ def __init__(
+ self,
+ client,
+ item_to_value=_item_to_value_identity,
+ page_token=None,
+ max_results=None,
+ ):
+ self._started = False
+ self.client = client
+ """Optional[Any]: The client that created this iterator."""
+ self.item_to_value = item_to_value
+ """Callable[Iterator, Any]: Callable to convert an item from the type
+ in the raw API response into the native object. Will be called with
+ the iterator and a
+ single item.
+ """
+ self.max_results = max_results
+ """int: The maximum number of results to fetch."""
+
+ # The attributes below will change over the life of the iterator.
+ self.page_number = 0
+ """int: The current page of results."""
+ self.next_page_token = page_token
+ """str: The token for the next page of results. If this is set before
+ the iterator starts, it effectively offsets the iterator to a
+ specific starting point."""
+ self.num_results = 0
+ """int: The total number of results fetched so far."""
+
+ @property
+ def pages(self):
+ """Iterator of pages in the response.
+
+ returns:
+ types.GeneratorType[google.api_core.page_iterator.Page]: A
+ generator of page instances.
+
+ raises:
+ ValueError: If the iterator has already been started.
+ """
+ if self._started:
+ raise ValueError("Iterator has already started", self)
+ self._started = True
+ return self._page_aiter(increment=True)
+
+ async def _items_aiter(self):
+ """Iterator for each item returned."""
+ async for page in self._page_aiter(increment=False):
+ for item in page:
+ self.num_results += 1
+ yield item
+
+ def __aiter__(self):
+ """Iterator for each item returned.
+
+ Returns:
+ types.GeneratorType[Any]: A generator of items from the API.
+
+ Raises:
+ ValueError: If the iterator has already been started.
+ """
+ if self._started:
+ raise ValueError("Iterator has already started", self)
+ self._started = True
+ return self._items_aiter()
+
+ async def _page_aiter(self, increment):
+ """Generator of pages of API responses.
+
+ Args:
+ increment (bool): Flag indicating if the total number of results
+ should be incremented on each page. This is useful since a page
+ iterator will want to increment by results per page while an
+ items iterator will want to increment per item.
+
+ Yields:
+ Page: each page of items from the API.
+ """
+ page = await self._next_page()
+ while page is not None:
+ self.page_number += 1
+ if increment:
+ self.num_results += page.num_items
+ yield page
+ page = await self._next_page()
+
+ @abc.abstractmethod
+ async def _next_page(self):
+ """Get the next page in the iterator.
+
+ This does nothing and is intended to be over-ridden by subclasses
+ to return the next :class:`Page`.
+
+ Raises:
+ NotImplementedError: Always, this method is abstract.
+ """
+ raise NotImplementedError
+
+
+class AsyncGRPCIterator(AsyncIterator):
+ """A generic class for iterating through gRPC list responses.
+
+ .. note:: The class does not take a ``page_token`` argument because it can
+ just be specified in the ``request``.
+
+ Args:
+ client (google.cloud.client.Client): The API client. This unused by
+ this class, but kept to satisfy the :class:`Iterator` interface.
+ method (Callable[protobuf.Message]): A bound gRPC method that should
+ take a single message for the request.
+ request (protobuf.Message): The request message.
+ items_field (str): The field in the response message that has the
+ items for the page.
+ item_to_value (Callable[GRPCIterator, Any]): Callable to convert an
+ item from the type in the JSON response into a native object. Will
+ be called with the iterator and a single item.
+ request_token_field (str): The field in the request message used to
+ specify the page token.
+ response_token_field (str): The field in the response message that has
+ the token for the next page.
+ max_results (int): The maximum number of results to fetch.
+
+ .. autoattribute:: pages
+ """
+
+ _DEFAULT_REQUEST_TOKEN_FIELD = "page_token"
+ _DEFAULT_RESPONSE_TOKEN_FIELD = "next_page_token"
+
+ def __init__(
+ self,
+ client,
+ method,
+ request,
+ items_field,
+ item_to_value=_item_to_value_identity,
+ request_token_field=_DEFAULT_REQUEST_TOKEN_FIELD,
+ response_token_field=_DEFAULT_RESPONSE_TOKEN_FIELD,
+ max_results=None,
+ ):
+ super().__init__(client, item_to_value, max_results=max_results)
+ self._method = method
+ self._request = request
+ self._items_field = items_field
+ self._request_token_field = request_token_field
+ self._response_token_field = response_token_field
+
+ async def _next_page(self):
+ """Get the next page in the iterator.
+
+ Returns:
+ Page: The next page in the iterator or :data:`None` if
+ there are no pages left.
+ """
+ if not self._has_next_page():
+ return None
+
+ if self.next_page_token is not None:
+ setattr(self._request, self._request_token_field, self.next_page_token)
+
+ response = await self._method(self._request)
+
+ self.next_page_token = getattr(response, self._response_token_field)
+ items = getattr(response, self._items_field)
+ page = Page(self, items, self.item_to_value, raw_page=response)
+
+ return page
+
+ def _has_next_page(self):
+ """Determines whether or not there are more pages with results.
+
+ Returns:
+ bool: Whether the iterator has more pages.
+ """
+ if self.page_number == 0:
+ return True
+
+ # Note: intentionally a falsy check instead of a None check. The RPC
+ # can return an empty string indicating no more pages.
+ if self.max_results is not None:
+ if self.num_results >= self.max_results:
+ return False
+
+ return True if self.next_page_token else False