Distributed task queue and workflow orchestration on S3
Project description
buquet - S3-Only Task Queue for Python
A distributed task queue that uses S3 as the only backend. No Redis, no Postgres, no RabbitMQ - just S3.
Installation
uv add buquet
Quick Start
Submit a Task
import asyncio
from buquet import connect
async def main():
queue = await connect()
task = await queue.submit("send_email", {
"to": "user@example.com",
"subject": "Hello!",
"body": "Welcome to buquet!"
})
print(f"Submitted task: {task.id}")
asyncio.run(main())
Run a Worker
import asyncio
from buquet import connect, Worker, WorkerRunOptions
async def main():
queue = await connect()
worker = Worker(queue, "worker-1", ["0", "1", "2", "3"])
@worker.task("send_email")
async def handle_email(input):
print(f"Sending email to {input['to']}")
# Your email logic here
return {"sent": True, "to": input["to"]}
await worker.run()
asyncio.run(main())
Custom run options:
opts = WorkerRunOptions(
poll_interval_ms=500,
with_monitor=True,
monitor_check_interval_s=15,
)
await worker.run(opts)
By default, run() starts an embedded timeout monitor. If you run a separate
buquet monitor process, disable it with WorkerRunOptions(with_monitor=False).
Configuration
buquet reads configuration from environment variables:
| Variable | Required | Description |
|---|---|---|
S3_ENDPOINT |
No | S3-compatible endpoint URL (for LocalStack, MinIO, etc.) |
S3_BUCKET |
Yes | Bucket name for task storage |
S3_REGION |
Yes | AWS region |
AWS_ACCESS_KEY_ID |
Yes | S3 access key |
AWS_SECRET_ACCESS_KEY |
Yes | S3 secret key |
You can also pass configuration directly:
queue = await connect(
endpoint="http://localhost:4566", # LocalStack
bucket="buquet-dev",
region="us-east-1"
)
API Reference
connect(endpoint=None, bucket=None, region=None) -> Queue
Creates a connection to the task queue.
Queue
Task methods:
submit(task_type, input, timeout_seconds=300, max_retries=3, retry_policy=None, schedule_at=None) -> Taskget(task_id) -> Task | Nonelist(shard, status=None, limit=100) -> list[Task]list_ready(shard, limit=100) -> list[str]get_history(task_id) -> list[Task]now() -> str# RFC 3339 server time
Schedule methods:
create_schedule(id, task_type, input, cron, timeout_seconds=None, max_retries=None) -> Scheduleget_schedule(id) -> Schedule | Nonelist_schedules() -> list[Schedule]delete_schedule(id)enable_schedule(id)disable_schedule(id)trigger_schedule(id) -> Taskget_schedule_last_run(id) -> ScheduleLastRun | None
Worker
Worker(queue, worker_id, shards)@worker.task(task_type)- Decorator to register a task handlerrun(options=None)- Run the worker loop (monitor enabled by default). Customize viaWorkerRunOptions.
Task
Properties:
id- Unique task identifier (UUID)task_type- Type of task (e.g., "send_email")status- Current status (pending, running, completed, failed)input- Input data (dict)output- Output data after completion (dict or None)created_at- Creation timestampretry_count- Number of retries so farlast_error- Last error message (if any)
Note: time-dependent checks require an authoritative time. Use queue.now() and the Task.*_at() helpers.
Example:
now = await queue.now()
if task.is_available_at(now):
...
TaskStatus
Enum with values:
TaskStatus.PendingTaskStatus.RunningTaskStatus.CompletedTaskStatus.FailedTaskStatus.Archived
Schedule
A recurring schedule definition. Properties:
id- Unique schedule identifiertask_type- Type of task to submitinput- Input data for tasks (dict)cron- Cron expression (5-field format)enabled- Whether the schedule is activetimeout_seconds- Task timeout (optional)max_retries- Task max retries (optional)created_at- Creation timestampupdated_at- Last update timestamp
ScheduleLastRun
Last run information for a schedule. Properties:
schedule_id- The schedule IDlast_run_at- When the schedule was last triggeredlast_task_id- Task ID of the last submitted tasknext_run_at- Next scheduled run time
RetryPolicy
Configure exponential backoff:
from buquet import RetryPolicy
policy = RetryPolicy(
initial_interval_ms=1000, # Start with 1s delay
max_interval_ms=60000, # Cap at 60s
multiplier=2.0, # Double each time
jitter_percent=0.25 # Add 25% randomness
)
task = await queue.submit("task", data, retry_policy=policy)
Scheduling
buquet supports scheduling tasks to run at a future time.
One-Shot Scheduling
from datetime import datetime, timedelta
# Schedule a task to run in 1 hour
task = await queue.submit(
"send_reminder",
{"user_id": "123"},
schedule_at=datetime.now() + timedelta(hours=1),
)
print(f"Task {task.id} scheduled for {task.available_at}")
# Schedule for a specific time
task = await queue.submit(
"generate_report",
{"type": "daily"},
schedule_at=datetime(2026, 1, 28, 9, 0, 0),
)
The task won't be picked up by workers until the scheduled time.
Recurring Schedules
Create and manage cron-based recurring schedules:
# Create a schedule (runs every day at 9am)
schedule = await queue.create_schedule(
"daily-report",
"generate_report",
{"type": "daily"},
"0 9 * * *"
)
# List all schedules
schedules = await queue.list_schedules()
for s in schedules:
print(f"{s.id}: {s.cron} (enabled={s.enabled})")
# Get a specific schedule
schedule = await queue.get_schedule("daily-report")
# Enable/disable
await queue.disable_schedule("daily-report")
await queue.enable_schedule("daily-report")
# Trigger immediately (outside normal schedule)
task = await queue.trigger_schedule("daily-report")
# Delete
await queue.delete_schedule("daily-report")
Run the scheduler daemon via CLI:
buquet schedule run --interval 60
Error Handling
Raise RetryableError to retry a task:
from buquet import RetryableError, PermanentError
@worker.task("fetch_data")
async def fetch_data(input):
try:
response = await http_client.get(input["url"])
return {"data": response.json()}
except ConnectionError as e:
# Will be retried
raise RetryableError(f"Connection failed: {e}")
except ValueError as e:
# Will NOT be retried
raise PermanentError(f"Invalid data: {e}")
Local Development
See the examples directory for complete working examples.
Quick Start with Docker
# Start LocalStack (S3-compatible storage)
docker compose up -d
# Run Python commands from the buquet crate directory
cd crates/buquet
# Run the example worker
source examples/.env.example
uv run python examples/worker.py
# In another terminal, submit tasks
uv run python examples/producer.py
Architecture
┌─────────────────┐ ┌─────────────────┐
│ Producer │ │ Worker │
│ (your app) │ │ (your app) │
└────────┬────────┘ └────────┬────────┘
│ │
│ submit() │ poll/claim/complete
│ │
▼ ▼
┌─────────────────────────────────────────┐
│ S3 │
│ (AWS S3 / LocalStack / MinIO / R2) │
└─────────────────────────────────────────┘
Tasks are stored as JSON objects in S3 with conditional writes (ETags) for consistency.
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