feast/sdk/python/feast/wait.py at v0.60.0 · feast-dev/feast · GitHub

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# 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

# https://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.

import time

from typing import Any, Callable, Optional, Tuple

from feast.constants import MAX_WAIT_INTERVAL

def wait_retry_backoff(

retry_fn: Callable[[], Tuple[Any, bool]],

timeout_secs: int = 0,

timeout_msg: Optional[str] = "Timeout while waiting for retry_fn() to return True",

max_interval_secs: int = int(MAX_WAIT_INTERVAL),

) -> Any:

"""

Repeatedly try calling given retry_fn until it returns a True boolean success flag.

Waits with a exponential backoff between retries until timeout when it throws TimeoutError.

Args:

retry_fn: Callable that returns a result and a boolean success flag.

timeout_secs: timeout in seconds to give up retrying and throw TimeoutError,

or 0 to retry perpetually.

timeout_msg: Message to use when throwing TimeoutError.

max_interval_secs: max wait in seconds to wait between retries.

Returns:

Returned Result from retry_fn() if success flag is True.

"""

wait_secs, elapsed_secs = 1.0, 0.0

result, is_success = retry_fn()

wait_begin = time.time()

while not is_success and (elapsed_secs <= timeout_secs or timeout_secs == 0):

# back off wait duration exponentially, capped at MAX_WAIT_INTERVAL_SEC

elapsed_secs = time.time() - wait_begin

till_timeout_secs = timeout_secs - elapsed_secs

wait_secs = min(wait_secs * 2, max_interval_secs, till_timeout_secs)

time.sleep(wait_secs)

# retry call

result, is_success = retry_fn()

elapsed_secs = time.time() - wait_begin

if not is_success and elapsed_secs > timeout_secs:

raise TimeoutError(timeout_msg)

return result

feast/sdk/python/feast/wait.py at v0.60.0 · feast-dev/feast · GitHub

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