feat: media operation retries can be configured using the same interface as with non-media operation (#447)

All media operation calls (downloads and uploads) can be configured with Retry objects and ConditionalRetryPolicy objects, nearly identically to non-media operations. This is accomplished by converting the Retry object to a google-resumable-media-python library RetryStrategy object at the point of entry to that library. Custom predicates of Retry objects (for instance set with Retry(predicate=...)) are not supported for media operations; they will be replaced with a media-operation-specific predicate. This change is backwards-compatible for users of public methods using num_retries arguments to configure uploads; num_retries continue to be supported but the deprecation warning remains in effect. They will be fully removed and replaced with Retry objects in the future. With this change, the default parameters for a media operations retry changes to be uniform with non-media operation retries. Specifically, the retry deadline for media operation retries becomes 120 seconds unless otherwise configured.

Author: andrewsg

google/cloud/storage/_helpers.py

@@ -23,6 +23,7 @@
 import os
 
 from six.moves.urllib.parse import urlsplit
+from google import resumable_media
 from google.cloud.storage.constants import _DEFAULT_TIMEOUT
 from google.cloud.storage.retry import DEFAULT_RETRY
 from google.cloud.storage.retry import DEFAULT_RETRY_IF_METAGENERATION_SPECIFIED
@@ -45,6 +46,12 @@
  ("if_source_metageneration_not_match", "ifSourceMetagenerationNotMatch"),
 )
 
+_NUM_RETRIES_MESSAGE = (
+ "`num_retries` has been deprecated and will be removed in a future "
+ "release. Use the `retry` argument with a Retry or ConditionalRetryPolicy "
+ "object, or None, instead."
+)
+
 
 def _get_storage_host():
  return os.environ.get(STORAGE_EMULATOR_ENV_VAR, _DEFAULT_STORAGE_HOST)
@@ -524,3 +531,37 @@ def _bucket_bound_hostname_url(host, scheme=None):
  return host
 
  return "{scheme}://{host}/".format(scheme=scheme, host=host)
+
+
+def _api_core_retry_to_resumable_media_retry(retry, num_retries=None):
+ """Convert google.api.core.Retry to google.resumable_media.RetryStrategy.
+
+ Custom predicates are not translated.
+
+ :type retry: google.api_core.Retry
+ :param retry: (Optional) The google.api_core.Retry object to translate.
+
+ :type num_retries: int
+ :param num_retries: (Optional) The number of retries desired. This is
+ supported for backwards compatibility and is mutually exclusive with
+ `retry`.
+
+ :rtype: google.resumable_media.RetryStrategy
+ :returns: A RetryStrategy with all applicable attributes copied from input,
+ or a RetryStrategy with max_retries set to 0 if None was input.
+ """
+
+ if retry is not None and num_retries is not None:
+ raise ValueError("num_retries and retry arguments are mutually exclusive")
+
+ elif retry is not None:
+ return resumable_media.RetryStrategy(
+ max_sleep=retry._maximum,
+ max_cumulative_retry=retry._deadline,
+ initial_delay=retry._initial,
+ multiplier=retry._multiplier,
+ )
+ elif num_retries is not None:
+ return resumable_media.RetryStrategy(max_retries=num_retries)
+ else:
+ return resumable_media.RetryStrategy(max_retries=0)

google/cloud/storage/blob.py

@@ -53,6 +53,7 @@
 from google.cloud.storage.acl import DefaultObjectACL
 from google.cloud.storage.constants import _DEFAULT_TIMEOUT
 from google.cloud.storage.retry import DEFAULT_RETRY
+from google.cloud.storage.retry import ConditionalRetryPolicy
 
 
 _marker = object()
@@ -972,6 +973,7 @@ def download_blob_to_file(
  if_metageneration_not_match=None,
  timeout=_DEFAULT_TIMEOUT,
  checksum="md5",
+ retry=DEFAULT_RETRY,
  ):
  """Download the contents of a blob object or blob URI into a file-like object.
 
@@ -1021,6 +1023,27 @@ def download_blob_to_file(
  downloads where chunk_size is set) an INFO-level log will be
  emitted. Supported values are "md5", "crc32c" and None. The default
  is "md5".
+ retry (google.api_core.retry.Retry or google.cloud.storage.retry.ConditionalRetryPolicy)
+ (Optional) How to retry the RPC. A None value will disable
+ retries. A google.api_core.retry.Retry value will enable retries,
+ and the object will define retriable response codes and errors and
+ configure backoff and timeout options.
+
+ A google.cloud.storage.retry.ConditionalRetryPolicy value wraps a
+ Retry object and activates it only if certain conditions are met.
+ This class exists to provide safe defaults for RPC calls that are
+ not technically safe to retry normally (due to potential data
+ duplication or other side-effects) but become safe to retry if a
+ condition such as if_metageneration_match is set.
+
+ See the retry.py source code and docstrings in this package
+ (google.cloud.storage.retry) for information on retry types and how
+ to configure them.
+
+ Media operations (downloads and uploads) do not support non-default
+ predicates in a Retry object. The default will always be used. Other
+ configuration changes for Retry objects such as delays and deadlines
+ are respected.
 
  Examples:
  Download a blob using a blob resource.
@@ -1046,6 +1069,19 @@ def download_blob_to_file(
 
 
  """
+
+ # Handle ConditionalRetryPolicy.
+ if isinstance(retry, ConditionalRetryPolicy):
+ # Conditional retries are designed for non-media calls, which change
+ # arguments into query_params dictionaries. Media operations work
+ # differently, so here we make a "fake" query_params to feed to the
+ # ConditionalRetryPolicy.
+ query_params = {
+ "ifGenerationMatch": if_generation_match,
+ "ifMetagenerationMatch": if_metageneration_match,
+ }
+ retry = retry.get_retry_policy_if_conditions_met(query_params=query_params)
+
  if not isinstance(blob_or_uri, Blob):
  blob_or_uri = Blob.from_string(blob_or_uri)
  download_url = blob_or_uri._get_download_url(
@@ -1070,6 +1106,7 @@ def download_blob_to_file(
  raw_download,
  timeout=timeout,
  checksum=checksum,
+ retry=retry,
  )
  except resumable_media.InvalidResponse as exc:
  _raise_from_invalid_response(exc)
@@ -1222,6 +1259,8 @@ def list_blobs(
  max_results=max_results,
  extra_params=extra_params,
  page_start=_blobs_page_start,
+ timeout=timeout,
+ retry=retry,
  )
  iterator.bucket = bucket
  iterator.prefixes = set()

google/cloud/storage/client.py

@@ -13,8 +13,14 @@
 # limitations under the License.
 
 import io
+import warnings
 
 from google.api_core.exceptions import RequestRangeNotSatisfiable
+from google.cloud.storage._helpers import _NUM_RETRIES_MESSAGE
+from google.cloud.storage.retry import DEFAULT_RETRY
+from google.cloud.storage.retry import DEFAULT_RETRY_IF_METAGENERATION_SPECIFIED
+from google.cloud.storage.retry import ConditionalRetryPolicy
+
 
 # Resumable uploads require a chunk size of precisely a multiple of 256 KiB.
 CHUNK_SIZE_MULTIPLE = 256 * 1024 # 256 KiB
@@ -28,20 +34,22 @@
  "if_metageneration_match",
  "if_metageneration_not_match",
  "timeout",
+ "retry",
 }
 
 # Valid keyword arguments for upload methods.
 # Note: Changes here need to be reflected in the blob.open() docstring.
 VALID_UPLOAD_KWARGS = {
  "content_type",
- "num_retries",
  "predefined_acl",
+ "num_retries",
  "if_generation_match",
  "if_generation_not_match",
  "if_metageneration_match",
  "if_metageneration_not_match",
  "timeout",
  "checksum",
+ "retry",
 }
 
 
@@ -58,13 +66,35 @@ class BlobReader(io.BufferedIOBase):
  bytes than the chunk_size are requested, the remainder is buffered.
  The default is the chunk_size of the blob, or 40MiB.
 
+ :type retry: google.api_core.retry.Retry or google.cloud.storage.retry.ConditionalRetryPolicy
+ :param retry: (Optional) How to retry the RPC. A None value will disable
+ retries. A google.api_core.retry.Retry value will enable retries,
+ and the object will define retriable response codes and errors and
+ configure backoff and timeout options.
+
+ A google.cloud.storage.retry.ConditionalRetryPolicy value wraps a
+ Retry object and activates it only if certain conditions are met.
+ This class exists to provide safe defaults for RPC calls that are
+ not technically safe to retry normally (due to potential data
+ duplication or other side-effects) but become safe to retry if a
+ condition such as if_metageneration_match is set.
+
+ See the retry.py source code and docstrings in this package
+ (google.cloud.storage.retry) for information on retry types and how
+ to configure them.
+
+ Media operations (downloads and uploads) do not support non-default
+ predicates in a Retry object. The default will always be used. Other
+ configuration changes for Retry objects such as delays and deadlines
+ are respected.
+
  :param download_kwargs: Keyword arguments to pass to the underlying API
  calls. The following arguments are supported: "if_generation_match",
  "if_generation_not_match", "if_metageneration_match",
  "if_metageneration_not_match", "timeout".
  """
 
- def __init__(self, blob, chunk_size=None, **download_kwargs):
+ def __init__(self, blob, chunk_size=None, retry=DEFAULT_RETRY, **download_kwargs):
  """docstring note that download_kwargs also used for reload()"""
  for kwarg in download_kwargs:
  if kwarg not in VALID_DOWNLOAD_KWARGS:
@@ -76,6 +106,7 @@ def __init__(self, blob, chunk_size=None, **download_kwargs):
  self._pos = 0
  self._buffer = io.BytesIO()
  self._chunk_size = chunk_size or blob.chunk_size or DEFAULT_CHUNK_SIZE
+ self._retry = retry
  self._download_kwargs = download_kwargs
 
  def read(self, size=-1):
@@ -102,6 +133,7 @@ def read(self, size=-1):
  start=fetch_start,
  end=fetch_end,
  checksum=None,
+ retry=self._retry,
  **self._download_kwargs
  )
  except RequestRangeNotSatisfiable:
@@ -197,14 +229,43 @@ class BlobWriter(io.BufferedIOBase):
  changes the behavior of flush() to conform to TextIOWrapper's
  expectations.
 
+ :type retry: google.api_core.retry.Retry or google.cloud.storage.retry.ConditionalRetryPolicy
+ :param retry: (Optional) How to retry the RPC. A None value will disable
+ retries. A google.api_core.retry.Retry value will enable retries,
+ and the object will define retriable response codes and errors and
+ configure backoff and timeout options.
+
+ A google.cloud.storage.retry.ConditionalRetryPolicy value wraps a
+ Retry object and activates it only if certain conditions are met.
+ This class exists to provide safe defaults for RPC calls that are
+ not technically safe to retry normally (due to potential data
+ duplication or other side-effects) but become safe to retry if a
+ condition such as if_metageneration_match is set.
+
+ See the retry.py source code and docstrings in this package
+ (google.cloud.storage.retry) for information on retry types and how
+ to configure them.
+
+ Media operations (downloads and uploads) do not support non-default
+ predicates in a Retry object. The default will always be used. Other
+ configuration changes for Retry objects such as delays and deadlines
+ are respected.
+
  :param upload_kwargs: Keyword arguments to pass to the underlying API
  calls. The following arguments are supported: "if_generation_match",
  "if_generation_not_match", "if_metageneration_match",
  "if_metageneration_not_match", "timeout", "content_type",
  "num_retries", "predefined_acl", "checksum".
  """
 
- def __init__(self, blob, chunk_size=None, text_mode=False, **upload_kwargs):
+ def __init__(
+ self,
+ blob,
+ chunk_size=None,
+ text_mode=False,
+ retry=DEFAULT_RETRY_IF_METAGENERATION_SPECIFIED,
+ **upload_kwargs
+ ):
  for kwarg in upload_kwargs:
  if kwarg not in VALID_UPLOAD_KWARGS:
  raise ValueError(
@@ -219,6 +280,7 @@ def __init__(self, blob, chunk_size=None, text_mode=False, **upload_kwargs):
  # In text mode this class will be wrapped and TextIOWrapper requires a
  # different behavior of flush().
  self._text_mode = text_mode
+ self._retry = retry
  self._upload_kwargs = upload_kwargs
 
  @property
@@ -259,20 +321,32 @@ def write(self, b):
  return pos
 
  def _initiate_upload(self):
+ # num_retries is only supported for backwards-compatibility reasons.
  num_retries = self._upload_kwargs.pop("num_retries", None)
+ retry = self._retry
  content_type = self._upload_kwargs.pop("content_type", None)
 
- if (
- self._upload_kwargs.get("if_metageneration_match") is None
- and num_retries is None
- ):
- # Uploads are only idempotent (safe to retry) if
- # if_metageneration_match is set. If it is not set, the default
- # num_retries should be 0. Note: Because retry logic for uploads is
- # provided by the google-resumable-media-python package, it doesn't
- # use the ConditionalRetryStrategy class used in other API calls in
- # this library to solve this problem.
- num_retries = 0
+ if num_retries is not None:
+ warnings.warn(_NUM_RETRIES_MESSAGE, DeprecationWarning, stacklevel=2)
+ # num_retries and retry are mutually exclusive. If num_retries is
+ # set and retry is exactly the default, then nullify retry for
+ # backwards compatibility.
+ if retry is DEFAULT_RETRY_IF_METAGENERATION_SPECIFIED:
+ retry = None
+
+ # Handle ConditionalRetryPolicy.
+ if isinstance(retry, ConditionalRetryPolicy):
+ # Conditional retries are designed for non-media calls, which change
+ # arguments into query_params dictionaries. Media operations work
+ # differently, so here we make a "fake" query_params to feed to the
+ # ConditionalRetryPolicy.
+ query_params = {
+ "ifGenerationMatch": self._upload_kwargs.get("if_generation_match"),
+ "ifMetagenerationMatch": self._upload_kwargs.get(
+ "if_metageneration_match"
+ ),
+ }
+ retry = retry.get_retry_policy_if_conditions_met(query_params=query_params)
 
  self._upload_and_transport = self._blob._initiate_resumable_upload(
  self._blob.bucket.client,
@@ -281,6 +355,7 @@ def _initiate_upload(self):
  None,
  num_retries,
  chunk_size=self._chunk_size,
+ retry=retry,
  **self._upload_kwargs
  )
 

google/cloud/storage/fileio.py

@@ -30,7 +30,7 @@
 dependencies = [
  "google-auth >= 1.11.0, < 2.0dev",
  "google-cloud-core >= 1.4.1, < 2.0dev",
- "google-resumable-media >= 1.2.0, < 2.0dev",
+ "google-resumable-media >= 1.3.0, < 2.0dev",
  "requests >= 2.18.0, < 3.0.0dev",
  "googleapis-common-protos < 1.53.0; python_version<'3.0'",
 ]

setup.py

@@ -593,6 +593,45 @@ def test_hostname_and_scheme(self):
  self.assertEqual(self._call_fut(host=HOST, scheme=SCHEME), EXPECTED_URL)
 
 
+class Test__api_core_retry_to_resumable_media_retry(unittest.TestCase):
+ def test_conflict(self):
+ from google.cloud.storage._helpers import (
+ _api_core_retry_to_resumable_media_retry,
+ )
+
+ with self.assertRaises(ValueError):
+ _api_core_retry_to_resumable_media_retry(retry=DEFAULT_RETRY, num_retries=2)
+
+ def test_retry(self):
+ from google.cloud.storage._helpers import (
+ _api_core_retry_to_resumable_media_retry,
+ )
+
+ retry_strategy = _api_core_retry_to_resumable_media_retry(retry=DEFAULT_RETRY)
+ self.assertEqual(retry_strategy.max_sleep, DEFAULT_RETRY._maximum)
+ self.assertEqual(retry_strategy.max_cumulative_retry, DEFAULT_RETRY._deadline)
+ self.assertEqual(retry_strategy.initial_delay, DEFAULT_RETRY._initial)
+ self.assertEqual(retry_strategy.multiplier, DEFAULT_RETRY._multiplier)
+
+ def test_num_retries(self):
+ from google.cloud.storage._helpers import (
+ _api_core_retry_to_resumable_media_retry,
+ )
+
+ retry_strategy = _api_core_retry_to_resumable_media_retry(
+ retry=None, num_retries=2
+ )
+ self.assertEqual(retry_strategy.max_retries, 2)
+
+ def test_none(self):
+ from google.cloud.storage._helpers import (
+ _api_core_retry_to_resumable_media_retry,
+ )
+
+ retry_strategy = _api_core_retry_to_resumable_media_retry(retry=None)
+ self.assertEqual(retry_strategy.max_retries, 0)
+
+
 class _MD5Hash(object):
  def __init__(self, digest_val):
  self.digest_val = digest_val