Fault Tolerance Python Packages

torchft-nightly

Fault tolerance for PyTorch (HSDP, LocalSGD, DiLoCo, Streaming DiLoCo)

218K 501 64

pysyncobj

A library for replicating your python class between multiple servers, based on raft protocol

23K 751 118

aioresilience

Lightweight fault tolerance library for Python asyncio

2K 3 0

pyresilience

Unified resilience patterns for Python — retry, circuit breaker, timeout, fallback, bulkhead, rate limiter, and cache in one decorator. Python's Resilience4j.

2K 34 0

redress

Policy-driven failure handling for Python services.

2K 41 2

okerrclient

client for okerr cloud monitoring system

1K 16 0

bobocep

A fault-tolerant Complex Event Processing engine designed for edge computing in Internet of Things systems.

914 20 4

phi-accrual-failure-detector

A port of the Akka's (φ) Accrual failure detector implementation

758 12 2

git-pulsar

Out-of-band, fault-tolerant Git state capture for distributed development.

745 0 0

torchft

Fault tolerance for PyTorch (HSDP, LocalSGD, DiLoCo, Streaming DiLoCo)

699 502 64

ai2070-l0

Reliability layer for AI/LLM streaming with retry, guardrails, and observability

626 3 1

dkron

Command line interface client and python library for Dkron

230 3 2

kar

KAR: A Runtime for the Hybrid Cloud

179 31 12

hydrastream

Concurrent HTTP downloader with in-memory stream reordering (curl_cffi + uvloop).

158 3 0

geo-cache-client

Fault-tolerant distributed cache

87 0 0