mirror of
https://github.com/d3vyce/taskiq-deduplication.git
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204 lines
7.2 KiB
Markdown
204 lines
7.2 KiB
Markdown
# Usage
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## Setup
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Register `RedisDeduplicationMiddleware` on your broker before the application starts:
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```python
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from taskiq_redis import ListQueueBroker
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from taskiq_deduplication import RedisDeduplicationMiddleware
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broker = ListQueueBroker("redis://localhost:6379").with_middlewares(
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RedisDeduplicationMiddleware(redis_url="redis://localhost:6379"),
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)
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```
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## Middleware options
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| Parameter | Type | Default | Description |
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|---|---|---|---|
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| `redis_url` | `str \| RedisDsn` | — | Redis connection URL passed to `Redis.from_url`. Accepts a plain string or a pydantic [`RedisDsn`](https://docs.pydantic.dev/latest/api/networks/#pydantic.networks.RedisDsn). |
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| `default_deduplication` | `bool` | `True` | Whether deduplication is enabled for all tasks by default. Set `False` to opt-in per task instead of opting out. |
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| `default_ttl` | `int` | `300` | Default lock TTL in seconds. Overridden per task with the `deduplication_ttl` label. |
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| `key_prefix` | `str` | `"taskiq:deduplication"` | Prefix for all Redis lock keys. |
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| `startup_retries` | `int` | `3` | Number of connection attempts during broker startup. |
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| `startup_retry_delay` | `float` | `1.0` | Base delay in seconds between retries (exponential backoff: delay × 2^n). |
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| `heartbeat` | `bool` | `True` | Whether to periodically re-extend the lock TTL while the task runs (see [Long-running tasks](#long-running-tasks-and-the-heartbeat)). |
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| `heartbeat_interval` | `float \| None` | `None` | Seconds between heartbeat refreshes. When `None`, defaults to a third of the task's TTL (1s floor). |
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```python
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broker = ListQueueBroker("redis://localhost:6379").with_middlewares(
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RedisDeduplicationMiddleware(
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redis_url="redis://localhost:6379",
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default_deduplication=True,
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default_ttl=60,
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key_prefix="myapp:dedup",
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startup_retries=5,
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startup_retry_delay=0.5,
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),
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)
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```
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## Long-running tasks and the heartbeat
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The lock is created with a TTL so a crashed worker cannot leak it forever. Without
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any refresh, a task that runs longer than its TTL would let the lock expire
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**mid-execution**, allowing a duplicate to be dispatched.
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To prevent this, the middleware starts a background **heartbeat** in `pre_execute`
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that re-extends the lock TTL while the task runs (atomically, only if the lock is
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still owned by the running task). It is cancelled when the task completes or fails.
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This means you do **not** need to size `default_ttl` to your slowest task — the TTL
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only needs to outlive a single heartbeat interval; it acts purely as a safety net
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for worker crashes.
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```python
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RedisDeduplicationMiddleware(
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redis_url="redis://localhost:6379",
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default_ttl=60, # safety-net TTL; refreshed every ~20s while running
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heartbeat_interval=20, # optional; defaults to default_ttl / 3
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)
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```
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If you disable the heartbeat (`heartbeat=False`), the invariant **TTL must exceed
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the slowest task** applies: set `default_ttl` (or the per-task `deduplication_ttl`
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label) above your worst-case task duration, or duplicates may slip through.
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## Startup resilience
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On startup the middleware verifies the Redis connection with a `PING`. If Redis is
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temporarily unavailable, it retries with exponential backoff.
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After all attempts are exhausted a `ConnectionError` is raised and the broker
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fails to start.
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Adjust `startup_retries` and `startup_retry_delay` to suit your deployment:
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```python
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RedisDeduplicationMiddleware(
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redis_url="redis://localhost:6379",
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startup_retries=5,
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startup_retry_delay=2.0,
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)
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```
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## How it works
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When a task is dispatched, the middleware acquires a Redis lock keyed on the task's
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fingerprint. Any subsequent dispatch with the same fingerprint raises
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`DuplicateTaskError` while the lock is held. The lock is released automatically when
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the task completes or fails.
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## Handling duplicates
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When a duplicate is detected, the middleware logs a warning and raises
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`DuplicateTaskError`, which prevents the task from reaching the broker.
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Catch it at the call site if you need to handle it explicitly:
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```python
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from taskiq_deduplication import DuplicateTaskError
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try:
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await my_task.kiq(user_id=42)
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except DuplicateTaskError:
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pass # task is already queued or running
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```
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`DuplicateTaskError` carries structured attributes describing the collision:
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```python
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try:
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await my_task.kiq(user_id=42)
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except DuplicateTaskError as err:
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logger.info(
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"Skipped %s; already held by %s (key=%s)",
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err.task_name,
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err.holder_task_id,
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err.key,
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)
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```
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- `task_name` — name of the task that was rejected.
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- `key` — Redis lock key whose owner caused the rejection.
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- `holder_task_id` — `task_id` of the task currently holding the lock, or `None`
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if it could not be retrieved.
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## Per-task label overrides
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Labels can be set at the task level (applied to every call) or at call time.
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### Task-level (decorator)
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```python
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@broker.task(deduplication_ttl=60)
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async def my_task(user_id: int) -> None:
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...
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```
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### Call-level (kicker)
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```python
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await my_task.kicker().with_labels(deduplication_ttl=60).kiq(user_id=42)
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```
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### Available labels
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| Label | Type | Description |
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|---|---|---|
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| `deduplication` | `bool` | Set `False` to opt out of deduplication entirely for this task. |
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| `deduplication_ttl` | `int` | Lock TTL in seconds. Overrides the middleware `default_ttl`. |
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| `deduplication_key` | `str` | Explicit lock key. Skips fingerprint computation entirely. |
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| `deduplication_key_fields` | `list[str]` | Subset of kwargs to include in the fingerprint. Positional arguments are excluded. Ignored if `deduplication_key` is set. |
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## Fingerprint and key customisation
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By default the lock key is a SHA-256 fingerprint of the task name, its positional
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arguments and all kwargs.
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!!! warning "Positional and keyword calls fingerprint differently"
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taskiq serialises arguments as they were passed, without binding them to the
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task signature. `my_task.kiq(42)` and `my_task.kiq(user_id=42)` are therefore
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*not* recognised as duplicates of each other. Call a deduplicated task
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consistently, preferably always with keyword arguments.
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### Explicit key
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Use `deduplication_key` when you want full control over the lock key, regardless of
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the kwargs:
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```python
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@broker.task(deduplication_key="send-welcome-email")
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async def send_welcome_email(user_id: int, locale: str) -> None:
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...
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```
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All calls to this task share a single lock, no matter what arguments are passed.
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### Partial key (key fields)
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Use `deduplication_key_fields` to deduplicate only on a subset of kwargs.
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Here, two calls with the same `user_id` but different `locale` are treated as
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duplicates:
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```python
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@broker.task(deduplication_key_fields=["user_id"])
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async def send_welcome_email(user_id: int, locale: str) -> None:
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...
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```
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If a listed field is absent from a task's kwargs, it is dropped from the
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fingerprint and a warning is logged, since this can make genuinely different
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calls collide on the same lock.
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Positional arguments are excluded from the fingerprint entirely when this label is
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set: you asked to deduplicate on named fields, so pass them as keyword arguments.
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A warning is logged if the task is called with positional arguments anyway.
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## Opting out per task
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```python
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@broker.task(deduplication=False)
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async def always_run(payload: str) -> None:
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...
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```
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