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# Asynq
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## Overview
Asynq is a Go library for queueing tasks and processing them in the background with workers. It is backed by Redis and it is designed to have a low barrier to entry. It should be integrated in your web stack easily.
Highlevel overview of how Asynq works:
- Client puts task on a queue
- Server pulls task off queues and starts a worker goroutine for each task
- Tasks are processed concurrently by multiple workers
Task queues are used as a mechanism to distribute work across multiple machines.
A system can consist of multiple worker servers and brokers, giving way to high availability and horizontal scaling.
![Task Queue Diagram](/docs/assets/overview.png)
## Stability and Compatibility
**Important Note**: Current major version is zero (v0.x.x) to accomodate rapid development and fast iteration while getting early feedback from users (Feedback on APIs are appreciated!). The public API could change without a major version update before v1.0.0 release.
**Status**: The library is currently undergoing heavy development with frequent, breaking API changes.
## Features
- Guaranteed [at least one execution](https://www.cloudcomputingpatterns.org/at_least_once_delivery/) of a task
- Scheduling of tasks
- Durability since tasks are written to Redis
- [Retries](https://github.com/hibiken/asynq/wiki/Task-Retry) of failed tasks
- Automatic recovery of tasks in the event of a worker crash
- [Weighted priority queues](https://github.com/hibiken/asynq/wiki/Priority-Queues#weighted-priority-queues)
- [Strict priority queues](https://github.com/hibiken/asynq/wiki/Priority-Queues#strict-priority-queues)
- Low latency to add a task since writes are fast in Redis
- De-duplication of tasks using [unique option](https://github.com/hibiken/asynq/wiki/Unique-Tasks)
- Allow [timeout and deadline per task](https://github.com/hibiken/asynq/wiki/Task-Timeout-and-Cancelation)
- [Flexible handler interface with support for middlewares](https://github.com/hibiken/asynq/wiki/Handler-Deep-Dive)
- [Ability to pause queue](/tools/asynq/README.md#pause) to stop processing tasks from the queue
- [Support Redis Sentinels](https://github.com/hibiken/asynq/wiki/Automatic-Failover) for HA
- [CLI](#command-line-tool) to inspect and remote-control queues and tasks
## Quickstart
First, make sure you are running a Redis server locally.
```sh
$ redis-server
```
Next, write a package that encapsulates task creation and task handling.
```go
package tasks
import (
"fmt"
"github.com/hibiken/asynq"
)
// A list of task types.
const (
EmailDelivery = "email:deliver"
ImageProcessing = "image:process"
)
//----------------------------------------------
// Write a function NewXXXTask to create a task.
// A task consists of a type and a payload.
//----------------------------------------------
func NewEmailDeliveryTask(userID int, tmplID string) *asynq.Task {
payload := map[string]interface{}{"user_id": userID, "template_id": tmplID}
return asynq.NewTask(EmailDelivery, payload)
}
func NewImageProcessingTask(src, dst string) *asynq.Task {
payload := map[string]interface{}{"src": src, "dst": dst}
return asynq.NewTask(ImageProcessing, payload)
}
//---------------------------------------------------------------
// Write a function HandleXXXTask to handle the input task.
// Note that it satisfies the asynq.HandlerFunc interface.
//
// Handler doesn't need to be a function. You can define a type
// that satisfies asynq.Handler interface. See examples below.
//---------------------------------------------------------------
func HandleEmailDeliveryTask(ctx context.Context, t *asynq.Task) error {
userID, err := t.Payload.GetInt("user_id")
if err != nil {
return err
}
tmplID, err := t.Payload.GetString("template_id")
if err != nil {
return err
}
fmt.Printf("Send Email to User: user_id = %d, template_id = %s\n", userID, tmplID)
// Email delivery logic ...
return nil
}
// ImageProcessor implements asynq.Handler interface.
type ImageProcesser struct {
// ... fields for struct
}
func (p *ImageProcessor) ProcessTask(ctx context.Context, t *asynq.Task) error {
src, err := t.Payload.GetString("src")
if err != nil {
return err
}
dst, err := t.Payload.GetString("dst")
if err != nil {
return err
}
fmt.Printf("Process image: src = %s, dst = %s\n", src, dst)
// Image processing logic ...
return nil
}
func NewImageProcessor() *ImageProcessor {
// ... return an instance
}
```
In your web application code, import the above package and use [`Client`](https://pkg.go.dev/github.com/hibiken/asynq?tab=doc#Client) to put tasks on the queue.
A task will be processed asynchronously by a background worker as soon as the task gets enqueued.
Scheduled tasks will be stored in Redis and will be enqueued at the specified time.
```go
package main
import (
"time"
"github.com/hibiken/asynq"
"your/app/package/tasks"
)
const redisAddr = "127.0.0.1:6379"
func main() {
r := asynq.RedisClientOpt{Addr: redisAddr}
c := asynq.NewClient(r)
defer c.Close()
// ------------------------------------------------------
// Example 1: Enqueue task to be processed immediately.
// Use (*Client).Enqueue method.
// ------------------------------------------------------
t := tasks.NewEmailDeliveryTask(42, "some:template:id")
res, err := c.Enqueue(t)
if err != nil {
log.Fatal("could not enqueue task: %v", err)
}
fmt.Printf("Enqueued Result: %+v\n", res)
// ------------------------------------------------------------
// Example 2: Schedule task to be processed in the future.
// Use (*Client).EnqueueIn or (*Client).EnqueueAt.
// ------------------------------------------------------------
t = tasks.NewEmailDeliveryTask(42, "other:template:id")
res, err = c.EnqueueIn(24*time.Hour, t)
if err != nil {
log.Fatal("could not schedule task: %v", err)
}
fmt.Printf("Enqueued Result: %+v\n", res)
// ----------------------------------------------------------------------------
// Example 3: Set options to tune task processing behavior.
// Options include MaxRetry, Queue, Timeout, Deadline, Unique etc.
// ----------------------------------------------------------------------------
c.SetDefaultOptions(tasks.ImageProcessing, asynq.MaxRetry(10), asynq.Timeout(time.Minute))
t = tasks.NewImageProcessingTask("some/blobstore/url", "other/blobstore/url")
res, err = c.Enqueue(t)
if err != nil {
log.Fatal("could not enqueue task: %v", err)
}
fmt.Printf("Enqueued Result: %+v\n", res)
// ---------------------------------------------------------------------------
// Example 4: Pass options to tune task processing behavior at enqueue time.
// Options passed at enqueue time override default ones, if any.
// ---------------------------------------------------------------------------
t = tasks.NewImageProcessingTask("some/blobstore/url", "other/blobstore/url")
res, err = c.Enqueue(t, asynq.Queue("critical"), asynq.Timeout(30*time.Second))
if err != nil {
log.Fatal("could not enqueue task: %v", err)
}
fmt.Printf("Enqueued Result: %+v\n", res)
}
```
Next, create a worker server to process these tasks in the background.
To start the background workers, use [`Server`](https://pkg.go.dev/github.com/hibiken/asynq?tab=doc#Server) and provide your [`Handler`](https://pkg.go.dev/github.com/hibiken/asynq?tab=doc#Handler) to process the tasks.
You can optionally use [`ServeMux`](https://pkg.go.dev/github.com/hibiken/asynq?tab=doc#ServeMux) to create a handler, just as you would with [`"net/http"`](https://golang.org/pkg/net/http/) Handler.
```go
package main
import (
"log"
"github.com/hibiken/asynq"
"your/app/package/tasks"
)
const redisAddr = "127.0.0.1:6379"
func main() {
r := asynq.RedisClientOpt{Addr: redisAddr}
srv := asynq.NewServer(r, asynq.Config{
// Specify how many concurrent workers to use
Concurrency: 10,
// Optionally specify multiple queues with different priority.
Queues: map[string]int{
"critical": 6,
"default": 3,
"low": 1,
},
// See the godoc for other configuration options
})
// mux maps a type to a handler
mux := asynq.NewServeMux()
mux.HandleFunc(tasks.EmailDelivery, tasks.HandleEmailDeliveryTask)
mux.Handle(tasks.ImageProcessing, tasks.NewImageProcessor())
// ...register other handlers...
if err := srv.Run(mux); err != nil {
log.Fatalf("could not run server: %v", err)
}
}
```
For a more detailed walk-through of the library, see our [Getting Started Guide](https://github.com/hibiken/asynq/wiki/Getting-Started).
To Learn more about `asynq` features and APIs, see our [Wiki](https://github.com/hibiken/asynq/wiki) and [godoc](https://godoc.org/github.com/hibiken/asynq).
## Command Line Tool
Asynq ships with a command line tool to inspect the state of queues and tasks.
Here's an example of running the `stats` command.
![Gif](/docs/assets/demo.gif)
For details on how to use the tool, refer to the tool's [README](/tools/asynq/README.md).
## Installation
To install `asynq` library, run the following command:
```sh
go get -u github.com/hibiken/asynq
```
To install the CLI tool, run the following command:
```sh
go get -u github.com/hibiken/asynq/tools/asynq
```
## Requirements
| Dependency | Version |
| -------------------------- | ------- |
| [Redis](https://redis.io/) | v2.8+ |
| [Go](https://golang.org/) | v1.13+ |
## Contributing
We are open to, and grateful for, any contributions (Github issues/pull-requests, feedback on Gitter channel, etc) made by the community.
Please see the [Contribution Guide](/CONTRIBUTING.md) before contributing.
## Acknowledgements
- [Sidekiq](https://github.com/mperham/sidekiq) : Many of the design ideas are taken from sidekiq and its Web UI
- [RQ](https://github.com/rq/rq) : Client APIs are inspired by rq library.
- [Cobra](https://github.com/spf13/cobra) : Asynq CLI is built with cobra
## License
Asynq is released under the MIT license. See [LICENSE](https://github.com/hibiken/asynq/blob/master/LICENSE).