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Refactored retry config into _retry.py
and added support for exponential backoff and Retry-After
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4c3a6d9
Refactored retry config to `_retry.py` and added support for backoff …
jonathanedey 1c4c844
Added unit tests for `_retry.py`
jonathanedey b3aba37
Updated unit tests for HTTPX request errors
jonathanedey 0b976cb
Address review comments
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# Copyright 2025 Google Inc. | ||
# | ||
# 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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"""Internal retry logic module | ||
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This module provides utilities for adding retry logic to HTTPX requests | ||
""" | ||
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from __future__ import annotations | ||
import copy | ||
import email.utils | ||
import random | ||
import re | ||
import time | ||
from types import CoroutineType | ||
from typing import Any, Callable, List, Optional, Tuple | ||
import logging | ||
import asyncio | ||
import httpx | ||
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logger = logging.getLogger(__name__) | ||
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class HttpxRetry: | ||
"""HTTPX based retry config""" | ||
# Status codes to be used for respecting `Retry-After` header | ||
RETRY_AFTER_STATUS_CODES = frozenset([413, 429, 503]) | ||
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# Default maximum backoff time. | ||
DEFAULT_BACKOFF_MAX = 120 | ||
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def __init__( | ||
self, | ||
max_retries: int = 10, | ||
status_forcelist: Optional[List[int]] = None, | ||
backoff_factor: float = 0, | ||
backoff_max: float = DEFAULT_BACKOFF_MAX, | ||
backoff_jitter: float = 0, | ||
history: Optional[List[Tuple[ | ||
httpx.Request, | ||
Optional[httpx.Response], | ||
Optional[Exception] | ||
]]] = None, | ||
respect_retry_after_header: bool = False, | ||
) -> None: | ||
self.retries_left = max_retries | ||
self.status_forcelist = status_forcelist | ||
self.backoff_factor = backoff_factor | ||
self.backoff_max = backoff_max | ||
self.backoff_jitter = backoff_jitter | ||
if history: | ||
self.history = history | ||
else: | ||
self.history = [] | ||
self.respect_retry_after_header = respect_retry_after_header | ||
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def copy(self) -> HttpxRetry: | ||
"""Creates a deep copy of this instance.""" | ||
return copy.deepcopy(self) | ||
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def is_retryable_response(self, response: httpx.Response) -> bool: | ||
"""Determine if a response implies that the request should be retried if possible.""" | ||
if self.status_forcelist and response.status_code in self.status_forcelist: | ||
return True | ||
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has_retry_after = bool(response.headers.get("Retry-After")) | ||
if ( | ||
self.respect_retry_after_header | ||
and has_retry_after | ||
and response.status_code in self.RETRY_AFTER_STATUS_CODES | ||
): | ||
return True | ||
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return False | ||
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def is_exhausted(self) -> bool: | ||
"""Determine if there are anymore more retires.""" | ||
# retries_left is negative | ||
return self.retries_left < 0 | ||
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# Identical implementation of `urllib3.Retry.parse_retry_after()` | ||
def _parse_retry_after(self, retry_after_header: str) -> float | None: | ||
"""Parses Retry-After string into a float with unit seconds.""" | ||
seconds: float | ||
# Whitespace: https://tools.ietf.org/html/rfc7230#section-3.2.4 | ||
if re.match(r"^\s*[0-9]+\s*$", retry_after_header): | ||
seconds = int(retry_after_header) | ||
else: | ||
retry_date_tuple = email.utils.parsedate_tz(retry_after_header) | ||
if retry_date_tuple is None: | ||
raise httpx.RemoteProtocolError(f"Invalid Retry-After header: {retry_after_header}") | ||
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retry_date = email.utils.mktime_tz(retry_date_tuple) | ||
seconds = retry_date - time.time() | ||
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seconds = max(seconds, 0) | ||
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return seconds | ||
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def get_retry_after(self, response: httpx.Response) -> float | None: | ||
"""Determine the Retry-After time needed before sending the next request.""" | ||
retry_after_header = response.headers.get('Retry-After', None) | ||
if retry_after_header: | ||
# Convert retry header to a float in seconds | ||
return self._parse_retry_after(retry_after_header) | ||
return None | ||
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def get_backoff_time(self): | ||
"""Determine the backoff time needed before sending the next request.""" | ||
# attempt_count is the number of previous request attempts | ||
attempt_count = len(self.history) | ||
# Backoff should be set to 0 until after first retry. | ||
if attempt_count <= 1: | ||
return 0 | ||
backoff = self.backoff_factor * (2 ** (attempt_count-1)) | ||
if self.backoff_jitter: | ||
backoff += random.random() * self.backoff_jitter | ||
return float(max(0, min(self.backoff_max, backoff))) | ||
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async def sleep_for_backoff(self) -> None: | ||
"""Determine and wait the backoff time needed before sending the next request.""" | ||
backoff = self.get_backoff_time() | ||
logger.debug('Sleeping for backoff of %f seconds following failed request', backoff) | ||
await asyncio.sleep(backoff) | ||
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async def sleep(self, response: httpx.Response) -> None: | ||
"""Determine and wait the time needed before sending the next request.""" | ||
if self.respect_retry_after_header: | ||
retry_after = self.get_retry_after(response) | ||
if retry_after: | ||
logger.debug( | ||
'Sleeping for Retry-After header of %f seconds following failed request', | ||
retry_after | ||
) | ||
await asyncio.sleep(retry_after) | ||
return | ||
await self.sleep_for_backoff() | ||
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def increment( | ||
self, | ||
request: httpx.Request, | ||
response: Optional[httpx.Response] = None, | ||
error: Optional[Exception] = None | ||
) -> None: | ||
"""Update the retry state based on request attempt.""" | ||
self.retries_left -= 1 | ||
self.history.append((request, response, error)) | ||
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class HttpxRetryTransport(httpx.AsyncBaseTransport): | ||
"""HTTPX transport with retry logic.""" | ||
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DEFAULT_RETRY = HttpxRetry(max_retries=4, status_forcelist=[500, 503], backoff_factor=0.5) | ||
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def __init__(self, retry: HttpxRetry = DEFAULT_RETRY, **kwargs) -> None: | ||
self._retry = retry | ||
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transport_kwargs = kwargs.copy() | ||
transport_kwargs.update({'retries': 0, 'http2': True}) | ||
# We use a full AsyncHTTPTransport under the hood that is already | ||
# set up to handle requests. We also insure that that transport's internal | ||
# retries are not allowed. | ||
self._wrapped_transport = httpx.AsyncHTTPTransport(**transport_kwargs) | ||
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async def handle_async_request(self, request: httpx.Request) -> httpx.Response: | ||
return await self._dispatch_with_retry( | ||
request, self._wrapped_transport.handle_async_request) | ||
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async def _dispatch_with_retry( | ||
self, | ||
request: httpx.Request, | ||
dispatch_method: Callable[[httpx.Request], CoroutineType[Any, Any, httpx.Response]] | ||
) -> httpx.Response: | ||
"""Sends a request with retry logic using a provided dispatch method.""" | ||
# This request config is used across all requests that use this transport and therefore | ||
# needs to be copied to be used for just this request and it's retries. | ||
retry = self._retry.copy() | ||
# First request | ||
response, error = None, None | ||
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while not retry.is_exhausted(): | ||
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# First retry | ||
if response: | ||
await retry.sleep(response) | ||
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# Need to reset here so only last attempt's error or response is saved. | ||
response, error = None, None | ||
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try: | ||
logger.debug('Sending request in _dispatch_with_retry(): %r', request) | ||
response = await dispatch_method(request) | ||
logger.debug('Received response: %r', response) | ||
except httpx.HTTPError as err: | ||
logger.debug('Received error: %r', err) | ||
error = err | ||
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if response and not retry.is_retryable_response(response): | ||
return response | ||
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if error: | ||
raise error | ||
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retry.increment(request, response, error) | ||
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if response: | ||
return response | ||
if error: | ||
raise error | ||
raise AssertionError('_dispatch_with_retry() ended with no response or exception') | ||
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async def aclose(self) -> None: | ||
await self._wrapped_transport.aclose() |
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Do we plan to keep these logs in the production code?
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I would want to keep these for future debugging. This would be helpful to catch issues as we iterate. Wdyt?