taskito (Python)
A Rust-powered task queue for Python. No broker required — just SQLite, Postgres, or Redis.
pip install taskito # SQLite (default)
pip install taskito[postgres] # with Postgres backend
The engine runs in Rust — a Tokio async scheduler, an OS-thread worker pool, and Diesel over
SQLite in WAL mode. The GIL is held only during task execution; run --pool prefork for true
parallelism on CPU-bound work. Part of the taskito
project (Rust core + native SDKs for Python and Node).
Quickstart
1. Define tasks in tasks.py:
from taskito import Queue
queue = Queue(db_path="tasks.db")
@queue.task()
def add(a: int, b: int) -> int:
return a + b
2. Start a worker:
taskito worker --app tasks:queue
3. Enqueue jobs:
from tasks import add
job = add.delay(2, 3)
print(job.result(timeout=10)) # 5
Features
Each section links to its deep-dive guide. New here? Start with Capabilities at a glance.
- Reliability — retries with backoff, per-exception retry rules, soft timeouts, a dead-letter queue with replay, circuit breakers, idempotent enqueue. → guide
- Workflows — compose with
chain, fan out withgroup, fan in withchord, plus dependency graphs with cascade cancel. → guide - Concurrency — thread pool by default (I/O-bound); switch to
--pool preforkfor true CPU parallelism with no GIL contention. → guide - Scheduling — priorities, rate limiting, periodic (cron) tasks, delayed execution, job expiration. → guide
- Observability — built-in web dashboard, events, HMAC-signed webhooks, Prometheus + OpenTelemetry exporters, worker heartbeats. → guide
- Extensibility — pluggable serializers, per-task middleware, a fully async API, Postgres/Redis backends. → guide
from taskito import chain, group, chord
# Sequential pipeline — each step receives the previous result
chain(fetch.s(url), parse.s(), store.s()).apply()
# Parallel fan-out, then a callback once all complete
chord([download.s(u) for u in urls], merge.s()).apply()
Integrations
| Extra | Install | What you get |
|---|---|---|
| Flask | pip install taskito[flask] |
Taskito(app) extension, flask taskito worker CLI |
| FastAPI | pip install taskito[fastapi] |
TaskitoRouter for instant REST API over the queue |
| Django | pip install taskito[django] |
Admin integration, management commands |
| OpenTelemetry | pip install taskito[otel] |
Distributed tracing with span-per-task |
| Prometheus | pip install taskito[prometheus] |
PrometheusMiddleware, queue depth gauges, /metrics server |
| Sentry | pip install taskito[sentry] |
SentryMiddleware with auto error capture and task tags |
| Postgres | pip install taskito[postgres] |
Multi-machine workers via PostgreSQL backend |
| Redis | pip install taskito[redis] |
Redis storage backend |
Testing
Built-in test mode — no worker needed:
def test_add():
with queue.test_mode() as results:
add.delay(2, 3)
assert results[0].return_value == 5
Documentation
Read the docs → — guides, API reference, and architecture. Coming from Celery? See the Migration Guide. For a project overview and the other SDKs, see the main repository.
License
MIT
1 maintainer
Metadata
1 maintainer
Release files for taskito 0.22.0
For a detailed explanation of source distributions (sdists) and built distributions (wheels), please see the package formats documentation.
Source distribution (sdist)
| File | Size | Uploaded | Provenance | |
|---|---|---|---|---|
| taskito-0.22.0.tar.gz | 1.7 MB | Without provenance | Details |
Built distributions (wheels)
Total release size: 279.5 MB
Release files / taskito-0.22.0.tar.gz
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| Tags | Source |
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Release files / taskito-0.22.0-cp314-cp314-win_amd64.whl
| Download URL | taskito-0.22.0-cp314-cp314-win_amd64.whl |
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Release files / taskito-0.22.0-cp314-cp314-musllinux_1_2_x86_64.whl
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Release files / taskito-0.22.0-cp314-cp314-musllinux_1_2_aarch64.whl
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Release files / taskito-0.22.0-cp314-cp314-manylinux_2_28_x86_64.whl
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Release files / taskito-0.22.0-cp314-cp314-manylinux_2_28_aarch64.whl
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Release files / taskito-0.22.0-cp314-cp314-macosx_11_0_arm64.whl
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Release files / taskito-0.22.0-cp314-cp314-macosx_10_12_x86_64.whl
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Release files / taskito-0.22.0-cp313-cp313-musllinux_1_2_x86_64.whl
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Release files / taskito-0.22.0-cp313-cp313-musllinux_1_2_aarch64.whl
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Release files / taskito-0.22.0-cp313-cp313-manylinux_2_28_aarch64.whl
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Release files / taskito-0.22.0-cp312-cp312-manylinux_2_28_aarch64.whl
| Download URL | taskito-0.22.0-cp312-cp312-manylinux_2_28_aarch64.whl |
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| Size | 8.1 MB |
| Tags | CPython 3.12 Linux glibc 2.28+ ARM64 |
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Release files / taskito-0.22.0-cp312-cp312-macosx_11_0_arm64.whl
| Download URL | taskito-0.22.0-cp312-cp312-macosx_11_0_arm64.whl |
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| Size | 7.6 MB |
| Tags | CPython 3.12 macOS 11.0+ ARM64 |
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Release files / taskito-0.22.0-cp312-cp312-macosx_10_12_x86_64.whl
| Download URL | taskito-0.22.0-cp312-cp312-macosx_10_12_x86_64.whl |
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| Size | 7.4 MB |
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Release files / taskito-0.22.0-cp311-cp311-win_amd64.whl
| Download URL | taskito-0.22.0-cp311-cp311-win_amd64.whl |
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| Size | 8.0 MB |
| Tags | CPython 3.11 Windows x86-64 |
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Release files / taskito-0.22.0-cp311-cp311-musllinux_1_2_x86_64.whl
| Download URL | taskito-0.22.0-cp311-cp311-musllinux_1_2_x86_64.whl |
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| Size | 8.2 MB |
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Release files / taskito-0.22.0-cp311-cp311-musllinux_1_2_aarch64.whl
| Download URL | taskito-0.22.0-cp311-cp311-musllinux_1_2_aarch64.whl |
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Release files / taskito-0.22.0-cp311-cp311-manylinux_2_28_x86_64.whl
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Release files / taskito-0.22.0-cp311-cp311-manylinux_2_28_aarch64.whl
| Download URL | taskito-0.22.0-cp311-cp311-manylinux_2_28_aarch64.whl |
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Release files / taskito-0.22.0-cp311-cp311-macosx_11_0_arm64.whl
| Download URL | taskito-0.22.0-cp311-cp311-macosx_11_0_arm64.whl |
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Release files / taskito-0.22.0-cp311-cp311-macosx_10_12_x86_64.whl
| Download URL | taskito-0.22.0-cp311-cp311-macosx_10_12_x86_64.whl |
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Release files / taskito-0.22.0-cp310-cp310-win_amd64.whl
| Download URL | taskito-0.22.0-cp310-cp310-win_amd64.whl |
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| Size | 8.0 MB |
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Release files / taskito-0.22.0-cp310-cp310-musllinux_1_2_x86_64.whl
| Download URL | taskito-0.22.0-cp310-cp310-musllinux_1_2_x86_64.whl |
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Release files / taskito-0.22.0-cp310-cp310-musllinux_1_2_aarch64.whl
| Download URL | taskito-0.22.0-cp310-cp310-musllinux_1_2_aarch64.whl |
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Release files / taskito-0.22.0-cp310-cp310-manylinux_2_28_x86_64.whl
| Download URL | taskito-0.22.0-cp310-cp310-manylinux_2_28_x86_64.whl |
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Release files / taskito-0.22.0-cp310-cp310-manylinux_2_28_aarch64.whl
| Download URL | taskito-0.22.0-cp310-cp310-manylinux_2_28_aarch64.whl |
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Release files / taskito-0.22.0-cp310-cp310-macosx_11_0_arm64.whl
| Download URL | taskito-0.22.0-cp310-cp310-macosx_11_0_arm64.whl |
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| Size | 7.6 MB |
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Release files / taskito-0.22.0-cp310-cp310-macosx_10_12_x86_64.whl
| Download URL | taskito-0.22.0-cp310-cp310-macosx_10_12_x86_64.whl |
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| Uploaded via |
uv/0.12.1 {"installer":{"name":"uv","version":"0.12.1","subcommand":["publish"]},"python":null,"implementation":{"name":null,"version":null},"distro":{"name":"Ubuntu","version":"24.04","id":"noble","libc":null},"system":{"name":null,"release":null},"cpu":null,"openssl_version":null,"setuptools_version":null,"rustc_version":null,"ci":true}
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Security for taskito 0.22.0
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