Skip to main content

A modern, composable circuit breaker library for Python

Project description

Fluxgate

CI PyPI Python License

A composable circuit breaker library for Python with first-class sync and async support.

English | 한국어


Why Fluxgate?

Circuit breakers prevent cascading failures by monitoring service health and temporarily blocking calls to failing dependencies. Most Python libraries trip on consecutive failures — brittle for any service with intermittent errors. Fluxgate trips on failure rates over a sliding window, and rules are first-class values you compose:

from fluxgate import CircuitBreaker
from fluxgate.trippers import MinRequests, FailureRate, SlowRate, FailureStreak

cb = CircuitBreaker(
    tripper=FailureStreak(5) | (MinRequests(20) & (
        FailureRate(0.5) | SlowRate(0.3, threshold=1.0)
    )),
)

Note: State is process-local and not thread-safe. For concurrency, use asyncio + AsyncCircuitBreaker, not threading.

Installation

pip install fluxgate                  # core, zero dependencies
pip install "fluxgate[prometheus]"    # +PrometheusListener
pip install "fluxgate[slack]"         # +SlackListener

Usage

import httpx
from fluxgate import AsyncCircuitBreaker
from fluxgate.trackers import TypeOf

cb = AsyncCircuitBreaker(
    tracker=TypeOf(httpx.ConnectError, httpx.TimeoutException),
    max_half_open_calls=10,
)

@cb
async def fetch(url):
    async with httpx.AsyncClient() as client:
        return (await client.get(url)).json()

CircuitBreaker mirrors this API for sync code. A tripped circuit raises CallNotPermittedError; pass @cb(fallback=...) to fall back gracefully.

How It Works

Fluxgate is a state machine. The core cycle is CLOSED → OPEN → HALF_OPEN:

stateDiagram-v2
    direction LR
    [*] --> CLOSED
    CLOSED --> OPEN: tripper
    OPEN --> HALF_OPEN: retry
    HALF_OPEN --> CLOSED: !tripper
    HALF_OPEN --> OPEN: tripper

Three additional states (METRICS_ONLY, DISABLED, FORCED_OPEN) are documented in Operational Controls.

Composable Rules

Every condition is a value and combines with & / |:

from fluxgate.trippers import (
    Closed, HalfOpened, MinRequests, FailureRate, SlowRate, FailureStreak,
)

# State-specific rules: stricter when probing recovery.
tripper = FailureStreak(5) | (MinRequests(20) & (
    (Closed()    & (FailureRate(0.5) | SlowRate(0.3, threshold=1.0))) |
    (HalfOpened() & (FailureRate(0.3) | SlowRate(0.2, threshold=1.0)))
))

Tracker (failure classification) follows the same pattern with & / | / ~.

Components

Component Role Examples
Window Track recent calls (count- or time-based) CountWindow(100), TimeWindow(60)
Tracker Classify which exceptions count as failures All(), TypeOf(HTTPError), Custom(fn); combine with & / | / ~
Tripper Decide when to open the circuit MinRequests, FailureRate, SlowRate, AvgLatency, FailureStreak, Closed/HalfOpened; combine with & / |
Retry Trigger OPEN → HALF_OPEN Cooldown, Backoff, Always, Never
Permit Admit calls in HALF_OPEN All, Random(p), RampUp(start, end, duration)
Listener React to state transitions LogListener, PrometheusListener, SlackListener

All components are abstract base classes (abc.ABC) with input validation — misconfigurations fail fast at construction time. Subclass to write your own.

Operational Controls

Beyond automatic trips, the breaker exposes hooks for safe rollouts and manual control:

  • cb.metrics_only() — shadow mode: collect metrics without ever tripping. Ideal for validating thresholds in production before going live.
  • cb.force_open() / cb.disable() — manual override during incident response or maintenance.
  • cb.info() — snapshot of state, metrics, and reopen count.
  • cb.reset() — return to CLOSED and clear metrics.

Monitoring

Pass listeners via listeners=... — built-in: LogListener, PrometheusListener (optional), SlackListener (optional). Each listener takes a name= identifier used in log lines, Prometheus labels, or Slack messages. State transitions emit Signal events; AsyncCircuitBreaker additionally accepts AsyncListener.

Documentation

Development

uv sync --all-extras --all-groups
uv run pytest

Project details


Download files

Download the file for your platform. If you're not sure which to choose, learn more about installing packages.

Source Distribution

fluxgate-0.9.1.tar.gz (101.1 kB view details)

Uploaded Source

Built Distribution

If you're not sure about the file name format, learn more about wheel file names.

fluxgate-0.9.1-py3-none-any.whl (24.3 kB view details)

Uploaded Python 3

File details

Details for the file fluxgate-0.9.1.tar.gz.

File metadata

  • Download URL: fluxgate-0.9.1.tar.gz
  • Upload date:
  • Size: 101.1 kB
  • Tags: Source
  • Uploaded using Trusted Publishing? Yes
  • Uploaded via: twine/6.1.0 CPython/3.13.12

File hashes

Hashes for fluxgate-0.9.1.tar.gz
Algorithm Hash digest
SHA256 eed2e453e9473c86a70da6c0ded90ec5e71b7bdb986d13c09488f19116859d37
MD5 28d568ea2d4cb744c2584182e969a9a6
BLAKE2b-256 81cd6fc193efdb98bbe36efaa3bef176f8557754fb8b9f7a00b096a0dbaaf20f

See more details on using hashes here.

Provenance

The following attestation bundles were made for fluxgate-0.9.1.tar.gz:

Publisher: publish.yml on byExist/fluxgate

Attestations: Values shown here reflect the state when the release was signed and may no longer be current.

File details

Details for the file fluxgate-0.9.1-py3-none-any.whl.

File metadata

  • Download URL: fluxgate-0.9.1-py3-none-any.whl
  • Upload date:
  • Size: 24.3 kB
  • Tags: Python 3
  • Uploaded using Trusted Publishing? Yes
  • Uploaded via: twine/6.1.0 CPython/3.13.12

File hashes

Hashes for fluxgate-0.9.1-py3-none-any.whl
Algorithm Hash digest
SHA256 28baeefb13895acfd97264de454b75049be40dfc5ba671af239f0fc8ffbf82cc
MD5 7e6ffac14769cc9948960dd9ff4d7565
BLAKE2b-256 ea69160edc9eb07e6d7af9e253b31dee4337fb788357dbc79d1de9d542ed1a57

See more details on using hashes here.

Provenance

The following attestation bundles were made for fluxgate-0.9.1-py3-none-any.whl:

Publisher: publish.yml on byExist/fluxgate

Attestations: Values shown here reflect the state when the release was signed and may no longer be current.

Supported by

AWS Cloud computing and Security Sponsor Datadog Monitoring Depot Continuous Integration Fastly CDN Google Download Analytics Pingdom Monitoring Sentry Error logging StatusPage Status page