fix: first pass on making retry configuration more consistent (#695)

* fix: first pass on making retry configuration more consistent Currently ReadRows uses the Retry.deadline configuration inconsistently: - its used as the attempt timeout for the first retry attempt - its used as a limit for retry scheduling for reading a single row Conceptually there are 3 timeouts that are relevant to ReadRows: - attempt timeout: how long a single RPC is allowed to run, this should map directly to a gRPC deadline - overall timeout: Limit how long we should wait across all of the retry attempts, possibly truncating the last attempt timeout. - read timeout: How long we are willing to wait for the next row in a stream Ideally Retry.deadline would represent an operation deadline (since thats the primary concern of the end user). However there is no backwards compatible way to do this. Changing the behavior would cause existing application to start enforcing a very short deadline. This PR tries to improve the situation in a backwards compatible way: - keep Retry.deadline as a read timeout - introduce a new parameter for overall timeout This results in less than ideal api, but avoids breaking existing applications. * fix old test * add attempt timeout * lint * add some tests * lint * refactor confusing logic * apply fixes from review * address feedback

Author: igorbernstein2

google/cloud/bigtable/row_data.py

@@ -16,6 +16,8 @@
 
 
 import copy
+import time
+
 import six
 
 import grpc
@@ -342,6 +344,10 @@ def _retry_read_rows_exception(exc):
  initial=1.0,
  maximum=15.0,
  multiplier=2.0,
+ # NOTE: this is a soft read timeout: this limits for how long we are willing
+ # to schedule retry attempts to read the next row. This does not set the
+ # RPC timeout. Please use the separate overal_timeout parameter of read_rows
+ # to limit the operation duration
  deadline=60.0, # 60 seconds
 )
 """The default retry strategy to be used on retry-able errors.
@@ -389,7 +395,14 @@ class PartialRowsData(object):
  STATE_CELL_IN_PROGRESS: CELL_IN_PROGRESS,
  }
 
- def __init__(self, read_method, request, retry=DEFAULT_RETRY_READ_ROWS):
+ def __init__(
+ self,
+ read_method,
+ request,
+ retry=DEFAULT_RETRY_READ_ROWS,
+ attempt_timeout=None,
+ overall_timeout=None,
+ ):
  # Counter for rows returned to the user
  self._counter = 0
  # In-progress row, unset until first response, after commit/reset
@@ -406,14 +419,14 @@ def __init__(self, read_method, request, retry=DEFAULT_RETRY_READ_ROWS):
  self.read_method = read_method
  self.request = request
  self.retry = retry
+ self._attempt_timeout = attempt_timeout
+ # absolute timestamp when all retry attempts should end
+ if overall_timeout:
+ self._overall_deadline = time.time() + overall_timeout
+ else:
+ self._overall_deadline = None
 
- # The `timeout` parameter must be somewhat greater than the value
- # contained in `self.retry`, in order to avoid race-like condition and
- # allow registering the first deadline error before invoking the retry.
- # Otherwise there is a risk of entering an infinite loop that resets
- # the timeout counter just before it being triggered. The increment
- # by 1 second here is customary but should not be much less than that.
- self.response_iterator = read_method(request, timeout=self.retry._deadline + 1)
+ self.response_iterator = self._create_read_stream(request)
 
  self.rows = {}
  self._state = self.STATE_NEW_ROW
@@ -451,6 +464,28 @@ class as a generator instead.
  for row in self:
  self.rows[row.row_key] = row
 
+ @property
+ def remaining_overall_timeout(self):
+ """Returns the remaining deadline allotted for the entire stream.
+ Returns a float of seconds"""
+ if not self._overall_deadline:
+ return None
+
+ return self._overall_deadline - time.time()
+
+ def _create_read_stream(self, req):
+ """Starts a new RPC bounded by the overall deadline and attempt timeout.
+
+ :type req: class:`data_messages_v2_pb2.ReadRowsRequest`
+ """
+ effective_timeout = self.remaining_overall_timeout
+ if effective_timeout is None:
+ effective_timeout = self._attempt_timeout
+ elif self._attempt_timeout is not None:
+ effective_timeout = min(effective_timeout, self._attempt_timeout)
+
+ return self.read_method(req, timeout=effective_timeout)
+
  def _create_retry_request(self):
  """Helper for :meth:`__iter__`."""
  req_manager = _ReadRowsRequestManager(
@@ -465,7 +500,7 @@ def _on_error(self, exc):
  if self.last_scanned_row_key:
  retry_request = self._create_retry_request()
 
- self.response_iterator = self.read_method(retry_request)
+ self.response_iterator = self._create_read_stream(retry_request)
 
  def _read_next(self):
  """Helper for :meth:`__iter__`."""
@@ -476,6 +511,20 @@ def _read_next(self):
 
  def _read_next_response(self):
  """Helper for :meth:`__iter__`."""
+ # Calculate the maximum amount of time that retries should be scheduled.
+ # This will not actually set any deadlines, it will only limit the
+ # duration of time that we are willing to schedule retries for.
+ remaining_overall_timeout = self.remaining_overall_timeout
+
+ if remaining_overall_timeout is not None:
+ # we want make sure that the retry logic doesnt retry after the
+ # operation deadline is past
+ if (
+ self.retry.deadline is None
+ or self.retry.deadline > remaining_overall_timeout
+ ):
+ self.retry = self.retry.with_deadline(remaining_overall_timeout)
+
  return self.retry(self._read_next, on_error=self._on_error)()
 
  def __iter__(self):

google/cloud/bigtable/table.py

@@ -481,7 +481,7 @@ def get_cluster_states(self):
  for cluster_id, value_pb in table_pb.cluster_states.items()
  }
 
- def read_row(self, row_key, filter_=None):
+ def read_row(self, row_key, filter_=None, overall_timeout=60):
  """Read a single row from this table.
 
  For example:
@@ -506,7 +506,11 @@ def read_row(self, row_key, filter_=None):
  """
  row_set = RowSet()
  row_set.add_row_key(row_key)
- result_iter = iter(self.read_rows(filter_=filter_, row_set=row_set))
+ result_iter = iter(
+ self.read_rows(
+ filter_=filter_, row_set=row_set, overall_timeout=overall_timeout
+ )
+ )
  row = next(result_iter, None)
  if next(result_iter, None) is not None:
  raise ValueError("More than one row was returned.")
@@ -521,6 +525,8 @@ def read_rows(
  end_inclusive=False,
  row_set=None,
  retry=DEFAULT_RETRY_READ_ROWS,
+ attempt_timeout=None,
+ overall_timeout=None,
  ):
  """Read rows from this table.
 
@@ -565,7 +571,22 @@ def read_rows(
  default value :attr:`DEFAULT_RETRY_READ_ROWS` can be used and
  modified with the :meth:`~google.api_core.retry.Retry.with_delay`
  method or the :meth:`~google.api_core.retry.Retry.with_deadline`
- method.
+ method. This retry object is used to try to fetch the next row:
+ this means that the deadline specified by this object is reset
+ after every row read. Furthermore, this deadline is loosely enforced:
+ it will only prevent additional attempts from be scheduled after the
+ deadline, it will not limit how long a single attempt to read the
+ next row will run. Prefer to use overall_timeout below.
+
+
+ :type attempt_timeout: float
+ :param attempt_timeout: (Optional) the attempt timeout to execute a
+ single RPC. If this attempt fails and there is overall_timeout
+ left, another attempt will be sent.
+
+ :type overall_timeout: float
+ :param overall_timeout: (Optional) the overall operation deadline to
+ to completely read the entire ReadRows stream.
 
  :rtype: :class:`.PartialRowsData`
  :returns: A :class:`.PartialRowsData` a generator for consuming
@@ -582,7 +603,13 @@ def read_rows(
  row_set=row_set,
  )
  data_client = self._instance._client.table_data_client
- return PartialRowsData(data_client.transport.read_rows, request_pb, retry)
+ return PartialRowsData(
+ data_client.transport.read_rows,
+ request_pb,
+ retry,
+ attempt_timeout=attempt_timeout,
+ overall_timeout=overall_timeout,
+ )
 
  def yield_rows(self, **kwargs):
  """Read rows from this table.
@@ -615,6 +642,15 @@ def yield_rows(self, **kwargs):
  :param row_set: (Optional) The row set containing multiple row keys and
  row_ranges.
 
+ :type attempt_timeout: float
+ :param attempt_timeout: (Optional) the attempt timeout to execute a
+ single RPC. If this attempt fails and there is overall_timeout
+ left, another attempt will be sent.
+
+ :type overall_timeout: float
+ :param overall_timeout: (Optional) the overall operation deadline to
+ to completely read the entire ReadRows stream.
+
  :rtype: :class:`.PartialRowData`
  :returns: A :class:`.PartialRowData` for each row returned
  """

tests/unit/test_row_data.py

@@ -370,20 +370,26 @@ def test_constructor(self):
  self.assertEqual(partial_rows_data.rows, {})
  self.assertEqual(partial_rows_data.retry, DEFAULT_RETRY_READ_ROWS)
 
- def test_constructor_with_retry(self):
- from google.cloud.bigtable.row_data import DEFAULT_RETRY_READ_ROWS
-
+ def test_constructor_with_overall_timeout(self):
  client = _Client()
  client._data_stub = mock.MagicMock()
  request = object()
- retry = DEFAULT_RETRY_READ_ROWS
- partial_rows_data = self._make_one(client._data_stub.ReadRows, request, retry)
- partial_rows_data.read_method.assert_called_once_with(
- request, timeout=DEFAULT_RETRY_READ_ROWS.deadline + 1
+ partial_rows_data = self._make_one(
+ client._data_stub.ReadRows, request, overall_timeout=11
  )
+ partial_rows_data.read_method.assert_called_once_with(request, timeout=mock.ANY)
+
+ # the deadline being passed to the first RPC should be slightly less
+ # than 11. But to avoid flakiness on slow test runners, its padded down
+ # by 3 secs
+ self.assertLess(8, partial_rows_data.read_method.call_args.kwargs["timeout"])
+
  self.assertIs(partial_rows_data.request, request)
  self.assertEqual(partial_rows_data.rows, {})
- self.assertEqual(partial_rows_data.retry, retry)
+ # The remaining deadline should be
+ # But to avoid flakiness on slow test runners, its padded down by 3 secs
+ self.assertLess(8, partial_rows_data.remaining_overall_timeout)
+ self.assertLessEqual(partial_rows_data.remaining_overall_timeout, 11)
 
  def test___eq__(self):
  client = _Client()

tests/unit/test_table.py

@@ -11,8 +11,7 @@
 # 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.
-
-
+import time
 import unittest
 
 import mock
@@ -798,17 +797,12 @@ def mock_create_row_request(table_name, **kwargs):
 
  def test_read_retry_rows(self):
  from google.cloud.bigtable_v2.gapic import bigtable_client
- from google.cloud.bigtable_admin_v2.gapic import bigtable_table_admin_client
  from google.api_core import retry
 
  data_api = bigtable_client.BigtableClient(mock.Mock())
- table_api = bigtable_table_admin_client.BigtableTableAdminClient(mock.Mock())
  credentials = _make_credentials()
- client = self._make_client(
- project="project-id", credentials=credentials, admin=True
- )
+ client = self._make_client(project="project-id", credentials=credentials)
  client._table_data_client = data_api
- client._table_admin_client = table_api
  instance = client.instance(instance_id=self.INSTANCE_ID)
  table = self._make_one(self.TABLE_ID, instance)
 
@@ -857,6 +851,77 @@ def test_read_retry_rows(self):
  result = rows[1]
  self.assertEqual(result.row_key, self.ROW_KEY_2)
 
+ def test_read_retry_rows_timeouts(self):
+ from google.cloud.bigtable_v2.gapic import bigtable_client
+
+ data_api = bigtable_client.BigtableClient(mock.Mock())
+ credentials = _make_credentials()
+ client = self._make_client(project="project-id", credentials=credentials)
+ client._table_data_client = data_api
+ instance = client.instance(instance_id=self.INSTANCE_ID)
+ table = self._make_one(self.TABLE_ID, instance)
+
+ # Patch the stub used by the API method.
+ client._table_data_client.transport.read_rows = mock.Mock(
+ side_effect=[_MockReadRowsIterator()]
+ )
+
+ # By default there is no timeout
+ list(table.read_rows())
+ self.assertIsNone(
+ client._table_data_client.transport.read_rows.call_args.kwargs["timeout"]
+ )
+
+ # attempt timeout should be passed thru
+ client._table_data_client.transport.read_rows = mock.Mock(
+ side_effect=[_MockReadRowsIterator()]
+ )
+ list(table.read_rows(attempt_timeout=1.0))
+ self.assertEquals(
+ 1.0,
+ client._table_data_client.transport.read_rows.call_args.kwargs["timeout"],
+ )
+
+ # overall timeout should be passed thru
+ client._table_data_client.transport.read_rows = mock.Mock(
+ side_effect=[_MockReadRowsIterator()]
+ )
+ list(table.read_rows(overall_timeout=10.0))
+ # The RPC timeout should be slightly less than 10.0 but to avoid test
+ # flakiness its padded by a couple of secs.
+ self.assertLess(
+ 8.0,
+ client._table_data_client.transport.read_rows.call_args.kwargs["timeout"],
+ )
+
+ # attempt timeout limits overall timeout
+ client._table_data_client.transport.read_rows = mock.Mock(
+ side_effect=[_MockReadRowsIterator()]
+ )
+ list(table.read_rows(attempt_timeout=5.0, overall_timeout=10.0))
+ self.assertLessEqual(
+ 5.0,
+ client._table_data_client.transport.read_rows.call_args.kwargs["timeout"],
+ )
+
+ # attempt timeout is truncated by overall timeout
+ class DelayedFailureIterator(object):
+ def next(self):
+ time.sleep(0.75)
+ raise DeadlineExceeded("delayed error")
+
+ __next__ = next
+
+ client._table_data_client.transport.read_rows = mock.Mock(
+ side_effect=[DelayedFailureIterator(), _MockReadRowsIterator()]
+ )
+ list(table.read_rows(attempt_timeout=1.0, overall_timeout=1.0))
+
+ self.assertGreater(
+ 1.0,
+ client._table_data_client.transport.read_rows.call_args.kwargs["timeout"],
+ )
+
  def test_yield_retry_rows(self):
  from google.cloud.bigtable_v2.gapic import bigtable_client
  from google.cloud.bigtable_admin_v2.gapic import bigtable_table_admin_client