once

io.github.aurumflux20Published by GitHub account aurumflux20v0.2.1Updated Oct 27, 2026

Run a side effect exactly once under retries, redelivery, and concurrent workers.

The publisher's own server: ONCE

VerifiedSTDIODesktop onlyDatabasesDeveloper Tools

Overview

AI-generated overview

once is a local Python idempotency kernel that lets an assistant run a side effect exactly once under retries, redelivery and concurrent workers.

What you can do
  • Run a named side effect once per key, with duplicate callers coalescing onto the stored result
  • Detect same-key/different-payload calls and raise an idempotency conflict instead of returning a cached answer
  • Keep state in memory, in a local SQLite file, or in a shared PostgreSQL database across processes and machines
  • Handle worker crashes with lease takeover, fence tokens and heartbeats, and free the key when the function raises
  • Offer an async variant for FastAPI-style and agent workloads
  • Run a built-in storm demo of 1,000 concurrent attempts against one order
When to use it
Useful when an assistant or agent calls side-effecting operations such as payments, emails or webhooks that must not fire twice under retries, double submits or fan-out. It is meant for Python code paths that need a durable, concurrency-safe idempotency guard rather than a hand-rolled table.
Requirements
Runs as a local process installed from the PyPI package once-kernel, so a Python environment is needed. No authentication, environment variables or headers are declared. A SQLite file path or a PostgreSQL connection string is needed for durable or multi-process state; the default in-memory store is per-process only.
Before you install
It guards calls to payment and other side-effecting services but is not a payment provider, workflow engine or true network exactly-once guarantee. A PostgreSQL connection string carries credentials. Stored results may include personal data, and the README points to a policy on result size and PII. The README also mentions a separate Rust project and commercial support contact.

Installation

In SourceWeft

  1. Open once in the dashboard and add it to a workspace.
  2. Enable the server for the chats that should use its tools.

Desktop only via STDIO. STDIO servers start a local process, so they need the SourceWeft desktop host.

Other MCP clients

Follow the launch instructions in the repository.

README

once

Run any side effect exactly once — even when 1,000 callers demand it at the same instant.

[1,000 concurrent duplicate charges, one execution]

⚡ once — STORM DEMO1,000 concurrent attempts to charge order #777 ($49.00)
ACTUAL EXECUTIONS   :      1   ← the whole pointserved same answer  :  1,000 / 1,000elapsed             :   0.1s
💰 double-spend prevented this run: $48,951.00

That's not a mock — it's a live attack you can run right now:

bash
pip install once-kernelpython -m once.demo

The problem

Networks retry. Users double-click. Queues redeliver. AI agents re-fire tools at machine speed. Any of these turns one payment into two, one email into three, one server into two hundred.

Most teams hand-roll an idempotency table — and most of those are quietly broken under concurrent load: two identical requests both pass the "already done?" check, then both execute. The bugs are subtle, the failures are money.

once is that table done right, once, for everyone — a tiny idempotency kernel with the four defenses hand-rolled versions miss:

  1. Atomic leader election — concurrent duplicates can't all pass the check; exactly one executes, the rest coalesce onto its result.
  2. Payload fingerprinting (RFC 8785) — same key with a different body is a hard IdempotencyConflict, never someone else's cached answer.
  3. Fence tokens + generations — a crashed worker's lease can be taken over, and when the "dead" worker wakes up late, it is locked out of corrupting the record.
  4. Honest failure states — a failed attempt frees the key for retry; an unknown outcome never silently re-runs.

Use it

python
from once import Once
o = Once()
def charge():    return gateway.charge(order_id="ord_1", amount_cents=4900)
# Retries, double submits, webhook redelivery, agent fan-out → runs ONCEresult = o.run("pay:ord_1", {"order": "ord_1", "amount_cents": 4900}, charge)

One box, several processes, no database server — SQLite, nothing to install:

python
from once import Oncefrom once.sqlite import SqliteStore
o = Once(SqliteStore("/var/lib/myapp/once.db"))  # schema auto-created

Survives restarts and works across processes (WAL mode). The default MemoryStore does neither — it is per-process, so the moment you run a second worker each one keeps its own private idea of what already ran, and the guard silently stops guarding.

Several machines — share state through the Postgres you already run:

python
from once import Oncefrom once.pg import PostgresStore
o = Once(PostgresStore("postgresql://user:pass@host/db"))  # table auto-created

Async (FastAPI, agents) — sync side effects go to a worker thread, waiters park on the event loop (no thread-pool starvation under duplicate storms; there's a test that proves it):

python
from once import AsyncOnce
ao = AsyncOnce()result = await ao.run("pay:ord_1", payload, charge)

→ The full 5-minute guide

What you can rely on

If this happensYou get
Same key + same payload, againThe stored result — no second execution
Same key + different payloadIdempotencyConflict — never a silent wrong answer
1,000 concurrent first requestsOne executor; everyone else coalesces (wait=True) or is told to wait
Executing worker diesLease expires → another caller takes over
"Dead" worker wakes up lateFenced out — cannot complete, cannot fail, cannot corrupt
Long job outliving its leaseheartbeat() keeps it protected
Your function raisesKey freed — a later retry may execute

The honest model (put this on a poster): exactly-once execution + at-least-once result delivery. True network exactly-once is physically impossible — libraries claiming it are lying to you. We execute once and re-deliver the answer as many times as asked.

Tested like money depends on it

Because it does. Every claim above is enforced by the chaos suite — barrier-forced thread storms, dead-lease reclaim stampedes, zombie-writer fencing, frozen-clock timeout attacks, event-loop-starvation detection — run against both the in-memory store and real PostgreSQL on every commit (CI fails loudly if the Postgres bench is skipped). Silence in CI never means "untested."

And we run it on our own production mailer — a double-approved send replays instead of double-emailing a real prospect. Dogfood first.

Not this

  • Not a payment provider — it guards your calls to one
  • Not a workflow engine (no sagas, no multi-key transactions — by decision)
  • Not magic "exactly-once everywhere" — see the honest model above

Docs

Sibling project — EffectFence (Rust)

EffectFence (cargo add effectfence) is the Rust half of the same idea: a causal fence for tool side effects, with content-addressed certificates and an MCP proxy mode — effectfence wrap -- <any mcp server> fences another server's tool calls with zero code change (proven against once-mcp).

Use once when the side effect is Python and you want a durable store; use EffectFence when the fence lives in Rust or in front of an MCP server.

Commercial support

Free and Apache-2.0, and staying that way. If you want help applying it to a codebase that already moves money — side-effecting paths inventoried, storm-tested, fenced, with a CI test that keeps them fenced — email [email protected]. Details: the Fence Audit.

License

Apache-2.0

Source: README.md at commit ffa6a80

Tools

0
SourceWeft has not started this package in its sandbox yet, so its tools are not known.

Version history

1
  1. v0.2.1LatestSep 16, 2026

Score

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  • Reached in the last 30 days25 pts

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  • Auth declared10 pts

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  • Tools listed15 pts

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  • DescriptionRequired15 pts
  • Logo10 pts
  • Documentation15 pts
  • License10 pts

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