Requests Resilient
Wrapper around the requests python library to make it resilient to network failures.
Drop-in for the requests top-level API: swap the import and requests retry themselves on
transient failures, with exponential backoff, jitter, and respect for a server's Retry-After.
Getting started
Synchronous requests
import requests_resilient
r = requests_resilient.get('https://google.com')
print(r.status_code) # int, 200
print(r.text) # str
For connection pooling, shared headers or auth, create a session instead of using the module-level functions:
from requests_resilient import ResilientSession, RetryConfig
session = ResilientSession(retry_config=RetryConfig(max_retries=5, backoff_base=0.5))
r = session.get('https://api.example.com/v1/items')
What gets retried
By default: 5xx responses, 429 Too Many Requests, and connection/timeout errors — and only on
idempotent methods (GET, HEAD, OPTIONS, PUT, DELETE). POST and PATCH are left alone unless you
pass retry_on_post=True, because retrying a non-idempotent request can duplicate a side effect.
Rate limits: Retry-After
When a retryable response carries a Retry-After header, that value is used as the wait instead
of the computed backoff. Both wire formats from RFC 9110 are understood — Retry-After: 120 and
Retry-After: Wed, 21 Oct 2026 07:28:00 GMT — and a malformed value falls back to the normal
backoff rather than raising.
The server's value is honoured exactly: no jitter, and not added to the exponential backoff. It named a time, and retrying earlier than it asked is how a client earns a hard ban.
from requests_resilient import ResilientSession, RetryConfig
# Wait up to 5 minutes when a server asks us to; beyond that, hand the response back.
session = ResilientSession(retry_config=RetryConfig(retry_after_max=300.0))
# Or ignore the header entirely and always use the configured backoff.
session = ResilientSession(retry_config=RetryConfig(respect_retry_after=False))
If a server asks for longer than retry_after_max (default 120s), the response is returned to
you rather than blocking the call. Sleeping less than the server asked practically guarantees
another 429, and silently blocking a library call for an hour is worse than letting you decide:
the response still carries the header, so you can queue the work, fail the job, or wait.
The parser is exported if you want it on its own:
from requests_resilient import parse_retry_after
parse_retry_after('120') # 120.0
parse_retry_after('Wed, 21 Oct 2026 07:28:00 GMT') # seconds from now, never negative
parse_retry_after('soon') # None -> no usable hint
Asynchronous requests
Removed in v0.3.0. There is no async_get. For async HTTP with retry, use httpx with
tenacity, or run the synchronous call in a thread so it does not block the event loop:
import asyncio
import requests_resilient
r = await asyncio.to_thread(requests_resilient.get, 'https://google.com')
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