v0.23.0

Added:
- Inspector.DeleteAllAggregatingTasks
- Inspector.ArchiveAllAggregatingTasks
- Inspector.RunAllAggregatingTasks

.github/FUNDING.yml

@@ -0,0 +1,12 @@
+# These are supported funding model platforms
+
+github: [hibiken] # Replace with up to 4 GitHub Sponsors-enabled usernames e.g., [user1, user2]
+patreon: # Replace with a single Patreon username
+open_collective: # Replace with a single Open Collective username
+ko_fi: # Replace with a single Ko-fi username
+tidelift: # Replace with a single Tidelift platform-name/package-name e.g., npm/babel
+community_bridge: # Replace with a single Community Bridge project-name e.g., cloud-foundry
+liberapay: # Replace with a single Liberapay username
+issuehunt: # Replace with a single IssueHunt username
+otechie: # Replace with a single Otechie username
+custom: # Replace with up to 4 custom sponsorship URLs e.g., ['link1', 'link2']

.github/workflows/build.yml

@@ -7,7 +7,7 @@ jobs:
     strategy:
       matrix:
         os: [ubuntu-latest]
-        go-version: [1.13.x, 1.14.x, 1.15.x, 1.16.x]
+        go-version: [1.14.x, 1.15.x, 1.16.x, 1.17.x, 1.18.x]
     runs-on: ${{ matrix.os }}
     services:
       redis:
@@ -22,12 +22,21 @@ jobs:
         with:
           go-version: ${{ matrix.go-version }}
 
-      - name: Build
+      - name: Build core module
         run: go build -v ./...
 
-      - name: Test
+      - name: Build x module
+        run: cd x && go build -v ./... && cd ..
+
+      - name: Build tools module
+        run: cd tools && go build -v ./... && cd ..
+
+      - name: Test core module
         run: go test -race -v -coverprofile=coverage.txt -covermode=atomic ./...
 
+      - name: Test x module
+        run: cd x && go test -race -v ./... && cd ..
+
       - name: Benchmark Test
         run: go test -run=^$ -bench=. -loglevel=debug ./...
 

.gitignore

@@ -1,3 +1,4 @@
+vendor
 # Binaries for programs and plugins
 *.exe
 *.exe~
@@ -14,11 +15,13 @@
 # Ignore examples for now
 /examples
 
-# Ignore command binary
+# Ignore tool binaries
 /tools/asynq/asynq
+/tools/metrics_exporter/metrics_exporter
 
 # Ignore asynq config file
 .asynq.*
 
 # Ignore editor config files
 .vscode
+.idea

CHANGELOG.md

@@ -7,7 +7,122 @@ and this project adheres to [Semantic Versioning](https://semver.org/spec/v2.0.0
 
 ## [Unreleased]
 
-## [0.18.1] - 2020-07-04
+## [0.23.0] - 2022-03-11
+
+### Added
+
+- `Group` option is introduced to enqueue task in a group.
+- `GroupAggregator` and related types are introduced for task aggregation feature.
+- `GroupGracePeriod`, `GroupMaxSize`, `GroupMaxDelay`, and `GroupAggregator` fields are added to `Config`.
+- `Inspector` has new methods related to "aggregating tasks".
+- `Group` field is added to `TaskInfo`.
+- (CLI): `group ls` command is added
+- (CLI): `task ls` supports listing aggregating tasks via `--state=aggregating --group=<GROUP>` flags
+- Enable rediss url parsing support
+
+### Fixed
+
+- Fixed overflow issue with 32-bit systems (For details, see https://github.com/hibiken/asynq/pull/426)
+
+## [0.22.1] - 2022-02-20
+
+### Fixed
+
+- Fixed Redis version compatibility: Keep support for redis v4.0+
+
+## [0.22.0] - 2022-02-19
+
+### Added
+
+- `BaseContext` is introduced in `Config` to specify callback hook to provide a base `context` from which `Handler` `context` is derived
+- `IsOrphaned` field is added to `TaskInfo` to describe a task left in active state with no worker processing it.
+
+### Changed
+
+- `Server` now recovers tasks with an expired lease. Recovered tasks are retried/archived with `ErrLeaseExpired` error.
+
+## [0.21.0] - 2022-01-22
+
+### Added
+
+- `PeriodicTaskManager` is added. Prefer using this over `Scheduler` as it has better support for dynamic periodic tasks.
+- The `asynq stats` command now supports a `--json` option, making its output a JSON object
+- Introduced new configuration for `DelayedTaskCheckInterval`. See [godoc](https://godoc.org/github.com/hibiken/asynq) for more details.
+
+## [0.20.0] - 2021-12-19
+
+### Added
+
+- Package `x/metrics` is added.
+- Tool `tools/metrics_exporter` binary is added.
+- `ProcessedTotal` and `FailedTotal` fields were added to `QueueInfo` struct.
+
+## [0.19.1] - 2021-12-12
+
+### Added
+
+- `Latency` field is added to `QueueInfo`.
+- `EnqueueContext` method is added to `Client`.
+
+### Fixed
+
+- Fixed an error when user pass a duration less than 1s to `Unique` option
+
+## [0.19.0] - 2021-11-06
+
+### Changed
+
+- `NewTask` takes `Option` as variadic argument
+- Bumped minimum supported go version to 1.14 (i.e. go1.14 or higher is required).
+
+### Added
+
+- `Retention` option is added to allow user to specify task retention duration after completion.
+- `TaskID` option is added to allow user to specify task ID.
+- `ErrTaskIDConflict` sentinel error value is added.
+- `ResultWriter` type is added and provided through `Task.ResultWriter` method.
+- `TaskInfo` has new fields `CompletedAt`, `Result` and `Retention`.
+
+### Removed
+
+- `Client.SetDefaultOptions` is removed. Use `NewTask` instead to pass default options for tasks.
+
+## [0.18.6] - 2021-10-03
+
+### Changed
+
+- Updated `github.com/go-redis/redis` package to v8
+
+## [0.18.5] - 2021-09-01
+
+### Added
+
+- `IsFailure` config option is added to determine whether error returned from Handler counts as a failure.
+
+## [0.18.4] - 2021-08-17
+
+### Fixed
+
+- Scheduler methods are now thread-safe. It's now safe to call `Register` and `Unregister` concurrently.
+
+## [0.18.3] - 2021-08-09
+
+### Changed
+
+- `Client.Enqueue` no longer enqueues tasks with empty typename; Error message is returned.
+
+## [0.18.2] - 2021-07-15
+
+### Changed
+
+- Changed `Queue` function to not to convert the provided queue name to lowercase. Queue names are now case-sensitive.
+- `QueueInfo.MemoryUsage` is now an approximate usage value.
+
+### Fixed
+
+- Fixed latency issue around memory usage (see https://github.com/hibiken/asynq/issues/309).
+
+## [0.18.1] - 2021-07-04
 
 ### Changed
 

CODE_OF_CONDUCT.md

@@ -0,0 +1,128 @@
+# Contributor Covenant Code of Conduct
+
+## Our Pledge
+
+We as members, contributors, and leaders pledge to make participation in our
+community a harassment-free experience for everyone, regardless of age, body
+size, visible or invisible disability, ethnicity, sex characteristics, gender
+identity and expression, level of experience, education, socio-economic status,
+nationality, personal appearance, race, religion, or sexual identity
+and orientation.
+
+We pledge to act and interact in ways that contribute to an open, welcoming,
+diverse, inclusive, and healthy community.
+
+## Our Standards
+
+Examples of behavior that contributes to a positive environment for our
+community include:
+
+* Demonstrating empathy and kindness toward other people
+* Being respectful of differing opinions, viewpoints, and experiences
+* Giving and gracefully accepting constructive feedback
+* Accepting responsibility and apologizing to those affected by our mistakes,
+  and learning from the experience
+* Focusing on what is best not just for us as individuals, but for the
+  overall community
+
+Examples of unacceptable behavior include:
+
+* The use of sexualized language or imagery, and sexual attention or
+  advances of any kind
+* Trolling, insulting or derogatory comments, and personal or political attacks
+* Public or private harassment
+* Publishing others' private information, such as a physical or email
+  address, without their explicit permission
+* Other conduct which could reasonably be considered inappropriate in a
+  professional setting
+
+## Enforcement Responsibilities
+
+Community leaders are responsible for clarifying and enforcing our standards of
+acceptable behavior and will take appropriate and fair corrective action in
+response to any behavior that they deem inappropriate, threatening, offensive,
+or harmful.
+
+Community leaders have the right and responsibility to remove, edit, or reject
+comments, commits, code, wiki edits, issues, and other contributions that are
+not aligned to this Code of Conduct, and will communicate reasons for moderation
+decisions when appropriate.
+
+## Scope
+
+This Code of Conduct applies within all community spaces, and also applies when
+an individual is officially representing the community in public spaces.
+Examples of representing our community include using an official e-mail address,
+posting via an official social media account, or acting as an appointed
+representative at an online or offline event.
+
+## Enforcement
+
+Instances of abusive, harassing, or otherwise unacceptable behavior may be
+reported to the community leaders responsible for enforcement at
+ken.hibino7@gmail.com.
+All complaints will be reviewed and investigated promptly and fairly.
+
+All community leaders are obligated to respect the privacy and security of the
+reporter of any incident.
+
+## Enforcement Guidelines
+
+Community leaders will follow these Community Impact Guidelines in determining
+the consequences for any action they deem in violation of this Code of Conduct:
+
+### 1. Correction
+
+**Community Impact**: Use of inappropriate language or other behavior deemed
+unprofessional or unwelcome in the community.
+
+**Consequence**: A private, written warning from community leaders, providing
+clarity around the nature of the violation and an explanation of why the
+behavior was inappropriate. A public apology may be requested.
+
+### 2. Warning
+
+**Community Impact**: A violation through a single incident or series
+of actions.
+
+**Consequence**: A warning with consequences for continued behavior. No
+interaction with the people involved, including unsolicited interaction with
+those enforcing the Code of Conduct, for a specified period of time. This
+includes avoiding interactions in community spaces as well as external channels
+like social media. Violating these terms may lead to a temporary or
+permanent ban.
+
+### 3. Temporary Ban
+
+**Community Impact**: A serious violation of community standards, including
+sustained inappropriate behavior.
+
+**Consequence**: A temporary ban from any sort of interaction or public
+communication with the community for a specified period of time. No public or
+private interaction with the people involved, including unsolicited interaction
+with those enforcing the Code of Conduct, is allowed during this period.
+Violating these terms may lead to a permanent ban.
+
+### 4. Permanent Ban
+
+**Community Impact**: Demonstrating a pattern of violation of community
+standards, including sustained inappropriate behavior,  harassment of an
+individual, or aggression toward or disparagement of classes of individuals.
+
+**Consequence**: A permanent ban from any sort of public interaction within
+the community.
+
+## Attribution
+
+This Code of Conduct is adapted from the [Contributor Covenant][homepage],
+version 2.0, available at
+https://www.contributor-covenant.org/version/2/0/code_of_conduct.html.
+
+Community Impact Guidelines were inspired by [Mozilla's code of conduct
+enforcement ladder](https://github.com/mozilla/diversity).
+
+[homepage]: https://www.contributor-covenant.org
+
+For answers to common questions about this code of conduct, see the FAQ at
+https://www.contributor-covenant.org/faq. Translations are available at
+https://www.contributor-covenant.org/translations.

README.md

@@ -28,8 +28,8 @@ Task queues are used as a mechanism to distribute work across multiple machines.
 - Scheduling of tasks
 - [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)
+- [Weighted priority queues](https://github.com/hibiken/asynq/wiki/Queue-Priority#weighted-priority)
-- [Strict priority queues](https://github.com/hibiken/asynq/wiki/Priority-Queues#strict-priority-queues)
+- [Strict priority queues](https://github.com/hibiken/asynq/wiki/Queue-Priority#strict-priority)
 - 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)
@@ -38,6 +38,7 @@ Task queues are used as a mechanism to distribute work across multiple machines.
 - [Periodic Tasks](https://github.com/hibiken/asynq/wiki/Periodic-Tasks)
 - [Support Redis Cluster](https://github.com/hibiken/asynq/wiki/Redis-Cluster) for automatic sharding and high availability
 - [Support Redis Sentinels](https://github.com/hibiken/asynq/wiki/Automatic-Failover) for high availability
+- Integration with [Prometheus](https://prometheus.io/) to collect and visualize queue metrics
 - [Web UI](#web-ui) to inspect and remote-control queues and tasks
 - [CLI](#command-line-tool) to inspect and remote-control queues and tasks
 
@@ -49,7 +50,7 @@ Task queues are used as a mechanism to distribute work across multiple machines.
 
 ## Quickstart
 
-Make sure you have Go installed ([download](https://golang.org/dl/)). Version `1.13` or higher is required.
+Make sure you have Go installed ([download](https://golang.org/dl/)). Version `1.14` or higher is required.
 
 Initialize your project by creating a folder and then running `go mod init github.com/your/repo` ([learn more](https://blog.golang.org/using-go-modules)) inside the folder. Then install Asynq library with the [`go get`](https://golang.org/cmd/go/#hdr-Add_dependencies_to_current_module_and_install_them) command:
 
@@ -65,8 +66,11 @@ Next, write a package that encapsulates task creation and task handling.
 package tasks
 
 import (
+    "context"
+    "encoding/json"
     "fmt"
-
+    "log"
+    "time"
     "github.com/hibiken/asynq"
 )
 
@@ -91,7 +95,7 @@ type ImageResizePayload struct {
 //----------------------------------------------
 
 func NewEmailDeliveryTask(userID int, tmplID string) (*asynq.Task, error) {
-    payload, err := json.Marshal(EmailDeliveryPayload{UserID: userID, TemplateID: templID})
+    payload, err := json.Marshal(EmailDeliveryPayload{UserID: userID, TemplateID: tmplID})
     if err != nil {
         return nil, err
     }
@@ -103,7 +107,8 @@ func NewImageResizeTask(src string) (*asynq.Task, error) {
     if err != nil {
         return nil, err
     }
-    return asynq.NewTask(TypeImageResize, payload), nil
+    // task options can be passed to NewTask, which can be overridden at enqueue time.
+    return asynq.NewTask(TypeImageResize, payload, asynq.MaxRetry(5), asynq.Timeout(20 * time.Minute)), nil
 }
 
 //---------------------------------------------------------------
@@ -129,7 +134,7 @@ type ImageProcessor struct {
     // ... fields for struct
 }
 
-func (p *ImageProcessor) ProcessTask(ctx context.Context, t *asynq.Task) error {
+func (processor *ImageProcessor) ProcessTask(ctx context.Context, t *asynq.Task) error {
     var p ImageResizePayload
     if err := json.Unmarshal(t.Payload(), &p); err != nil {
         return fmt.Errorf("json.Unmarshal failed: %v: %w", err, asynq.SkipRetry)
@@ -140,7 +145,7 @@ func (p *ImageProcessor) ProcessTask(ctx context.Context, t *asynq.Task) error {
 }
 
 func NewImageProcessor() *ImageProcessor {
-    // ... return an instance
+	return &ImageProcessor{}
 }
 ```
 
@@ -196,28 +201,15 @@ func main() {
     //            Options include MaxRetry, Queue, Timeout, Deadline, Unique etc.
     // ----------------------------------------------------------------------------
 
-    client.SetDefaultOptions(tasks.TypeImageResize, asynq.MaxRetry(10), asynq.Timeout(3*time.Minute))
-
     task, err = tasks.NewImageResizeTask("https://example.com/myassets/image.jpg")
     if err != nil {
         log.Fatalf("could not create task: %v", err)
     }
-    info, err = client.Enqueue(task)
+    info, err = client.Enqueue(task, asynq.MaxRetry(10), asynq.Timeout(3 * time.Minute))
     if err != nil {
         log.Fatalf("could not enqueue task: %v", err)
     }
     log.Printf("enqueued task: id=%s queue=%s", info.ID, info.Queue)
-
-    // ---------------------------------------------------------------------------
-    // Example 4: Pass options to tune task processing behavior at enqueue time.
-    //            Options passed at enqueue time override default ones.
-    // ---------------------------------------------------------------------------
-
-    info, err = client.Enqueue(task, asynq.Queue("critical"), asynq.Timeout(30*time.Second))
-    if err != nil {
-        log.Fatal("could not enqueue task: %v", err)
-    }
-    log.Printf("enqueued task: id=%s queue=%s", info.ID, info.Queue)
 }
 ```
 
@@ -239,7 +231,7 @@ const redisAddr = "127.0.0.1:6379"
 
 func main() {
     srv := asynq.NewServer(
-        asynq.RedisClientOpt{Addr: redisAddr}
+        asynq.RedisClientOpt{Addr: redisAddr},
         asynq.Config{
             // Specify how many concurrent workers to use
             Concurrency: 10,
@@ -283,6 +275,9 @@ Here's a few screenshots of the Web UI:
 
 ![Web UI TasksView](https://user-images.githubusercontent.com/11155743/114697070-1f0a0300-9d26-11eb-855c-d3ec263865b7.png)
 
+**Metrics view**
+<img width="1532" alt="Screen Shot 2021-12-19 at 4 37 19 PM" src="https://user-images.githubusercontent.com/10953044/146777420-cae6c476-bac6-469c-acce-b2f6584e8707.png">
+
 **Settings and adaptive dark mode**
 
 ![Web UI Settings and adaptive dark mode](https://user-images.githubusercontent.com/11155743/114697149-3517c380-9d26-11eb-9f7a-ae2dd00aad5b.png)

aggregator.go

@@ -0,0 +1,176 @@
+// Copyright 2022 Kentaro Hibino. All rights reserved.
+// Use of this source code is governed by a MIT license
+// that can be found in the LICENSE file.
+
+package asynq
+
+import (
+	"context"
+	"sync"
+	"time"
+
+	"github.com/hibiken/asynq/internal/base"
+	"github.com/hibiken/asynq/internal/log"
+)
+
+// An aggregator is responsible for checking groups and aggregate into one task
+// if any of the grouping condition is met.
+type aggregator struct {
+	logger *log.Logger
+	broker base.Broker
+	client *Client
+
+	// channel to communicate back to the long running "aggregator" goroutine.
+	done chan struct{}
+
+	// list of queue names to check and aggregate.
+	queues []string
+
+	// Group configurations
+	gracePeriod time.Duration
+	maxDelay    time.Duration
+	maxSize     int
+
+	// User provided group aggregator.
+	ga GroupAggregator
+
+	// interval used to check for aggregation
+	interval time.Duration
+
+	// sema is a counting semaphore to ensure the number of active aggregating function
+	// does not exceed the limit.
+	sema chan struct{}
+}
+
+type aggregatorParams struct {
+	logger          *log.Logger
+	broker          base.Broker
+	queues          []string
+	gracePeriod     time.Duration
+	maxDelay        time.Duration
+	maxSize         int
+	groupAggregator GroupAggregator
+}
+
+const (
+	// Maximum number of aggregation checks in flight concurrently.
+	maxConcurrentAggregationChecks = 3
+
+	// Default interval used for aggregation checks. If the provided gracePeriod is less than
+	// the default, use the gracePeriod.
+	defaultAggregationCheckInterval = 7 * time.Second
+)
+
+func newAggregator(params aggregatorParams) *aggregator {
+	interval := defaultAggregationCheckInterval
+	if params.gracePeriod < interval {
+		interval = params.gracePeriod
+	}
+	return &aggregator{
+		logger:      params.logger,
+		broker:      params.broker,
+		client:      &Client{broker: params.broker},
+		done:        make(chan struct{}),
+		queues:      params.queues,
+		gracePeriod: params.gracePeriod,
+		maxDelay:    params.maxDelay,
+		maxSize:     params.maxSize,
+		ga:          params.groupAggregator,
+		sema:        make(chan struct{}, maxConcurrentAggregationChecks),
+		interval:    interval,
+	}
+}
+
+func (a *aggregator) shutdown() {
+	if a.ga == nil {
+		return
+	}
+	a.logger.Debug("Aggregator shutting down...")
+	// Signal the aggregator goroutine to stop.
+	a.done <- struct{}{}
+}
+
+func (a *aggregator) start(wg *sync.WaitGroup) {
+	if a.ga == nil {
+		return
+	}
+	wg.Add(1)
+	go func() {
+		defer wg.Done()
+		ticker := time.NewTicker(a.interval)
+		for {
+			select {
+			case <-a.done:
+				a.logger.Debug("Waiting for all aggregation checks to finish...")
+				// block until all aggregation checks released the token
+				for i := 0; i < cap(a.sema); i++ {
+					a.sema <- struct{}{}
+				}
+				a.logger.Debug("Aggregator done")
+				ticker.Stop()
+				return
+			case t := <-ticker.C:
+				a.exec(t)
+			}
+		}
+	}()
+}
+
+func (a *aggregator) exec(t time.Time) {
+	select {
+	case a.sema <- struct{}{}: // acquire token
+		go a.aggregate(t)
+	default:
+		// If the semaphore blocks, then we are currently running max number of
+		// aggregation checks. Skip this round and log warning.
+		a.logger.Warnf("Max number of aggregation checks in flight. Skipping")
+	}
+}
+
+func (a *aggregator) aggregate(t time.Time) {
+	defer func() { <-a.sema /* release token */ }()
+	for _, qname := range a.queues {
+		groups, err := a.broker.ListGroups(qname)
+		if err != nil {
+			a.logger.Errorf("Failed to list groups in queue: %q", qname)
+			continue
+		}
+		for _, gname := range groups {
+			aggregationSetID, err := a.broker.AggregationCheck(
+				qname, gname, t, a.gracePeriod, a.maxDelay, a.maxSize)
+			if err != nil {
+				a.logger.Errorf("Failed to run aggregation check: queue=%q group=%q", qname, gname)
+				continue
+			}
+			if aggregationSetID == "" {
+				a.logger.Debugf("No aggregation needed at this time: queue=%q group=%q", qname, gname)
+				continue
+			}
+
+			// Aggregate and enqueue.
+			msgs, deadline, err := a.broker.ReadAggregationSet(qname, gname, aggregationSetID)
+			if err != nil {
+				a.logger.Errorf("Failed to read aggregation set: queue=%q, group=%q, setID=%q",
+					qname, gname, aggregationSetID)
+				continue
+			}
+			tasks := make([]*Task, len(msgs))
+			for i, m := range msgs {
+				tasks[i] = NewTask(m.Type, m.Payload)
+			}
+			aggregatedTask := a.ga.Aggregate(gname, tasks)
+			ctx, cancel := context.WithDeadline(context.Background(), deadline)
+			if _, err := a.client.EnqueueContext(ctx, aggregatedTask, Queue(qname)); err != nil {
+				a.logger.Errorf("Failed to enqueue aggregated task (queue=%q, group=%q, setID=%q): %v",
+					qname, gname, aggregationSetID, err)
+				cancel()
+				continue
+			}
+			if err := a.broker.DeleteAggregationSet(ctx, qname, gname, aggregationSetID); err != nil {
+				a.logger.Warnf("Failed to delete aggregation set: queue=%q, group=%q, setID=%q",
+					qname, gname, aggregationSetID)
+			}
+			cancel()
+		}
+	}
+}

aggregator_test.go

@@ -0,0 +1,165 @@
+// Copyright 2022 Kentaro Hibino. All rights reserved.
+// Use of this source code is governed by a MIT license
+// that can be found in the LICENSE file.
+
+package asynq
+
+import (
+	"sync"
+	"testing"
+	"time"
+
+	"github.com/google/go-cmp/cmp"
+	"github.com/hibiken/asynq/internal/base"
+	"github.com/hibiken/asynq/internal/rdb"
+	h "github.com/hibiken/asynq/internal/testutil"
+)
+
+func TestAggregator(t *testing.T) {
+	r := setup(t)
+	defer r.Close()
+	rdbClient := rdb.NewRDB(r)
+	client := Client{broker: rdbClient}
+
+	tests := []struct {
+		desc             string
+		gracePeriod      time.Duration
+		maxDelay         time.Duration
+		maxSize          int
+		aggregateFunc    func(gname string, tasks []*Task) *Task
+		tasks            []*Task       // tasks to enqueue
+		enqueueFrequency time.Duration // time between one enqueue event to another
+		waitTime         time.Duration // time to wait
+		wantGroups       map[string]map[string][]base.Z
+		wantPending      map[string][]*base.TaskMessage
+	}{
+		{
+			desc:        "group older than the grace period should be aggregated",
+			gracePeriod: 1 * time.Second,
+			maxDelay:    0, // no maxdelay limit
+			maxSize:     0, // no maxsize limit
+			aggregateFunc: func(gname string, tasks []*Task) *Task {
+				return NewTask(gname, nil, MaxRetry(len(tasks))) // use max retry to see how many tasks were aggregated
+			},
+			tasks: []*Task{
+				NewTask("task1", nil, Group("mygroup")),
+				NewTask("task2", nil, Group("mygroup")),
+				NewTask("task3", nil, Group("mygroup")),
+			},
+			enqueueFrequency: 300 * time.Millisecond,
+			waitTime:         3 * time.Second,
+			wantGroups: map[string]map[string][]base.Z{
+				"default": {
+					"mygroup": {},
+				},
+			},
+			wantPending: map[string][]*base.TaskMessage{
+				"default": {
+					h.NewTaskMessageBuilder().SetType("mygroup").SetRetry(3).Build(),
+				},
+			},
+		},
+		{
+			desc:        "group older than the max-delay should be aggregated",
+			gracePeriod: 2 * time.Second,
+			maxDelay:    4 * time.Second,
+			maxSize:     0, // no maxsize limit
+			aggregateFunc: func(gname string, tasks []*Task) *Task {
+				return NewTask(gname, nil, MaxRetry(len(tasks))) // use max retry to see how many tasks were aggregated
+			},
+			tasks: []*Task{
+				NewTask("task1", nil, Group("mygroup")), // time 0
+				NewTask("task2", nil, Group("mygroup")), // time 1s
+				NewTask("task3", nil, Group("mygroup")), // time 2s
+				NewTask("task4", nil, Group("mygroup")), // time 3s
+			},
+			enqueueFrequency: 1 * time.Second,
+			waitTime:         4 * time.Second,
+			wantGroups: map[string]map[string][]base.Z{
+				"default": {
+					"mygroup": {},
+				},
+			},
+			wantPending: map[string][]*base.TaskMessage{
+				"default": {
+					h.NewTaskMessageBuilder().SetType("mygroup").SetRetry(4).Build(),
+				},
+			},
+		},
+		{
+			desc:        "group reached the max-size should be aggregated",
+			gracePeriod: 1 * time.Minute,
+			maxDelay:    0, // no maxdelay limit
+			maxSize:     5,
+			aggregateFunc: func(gname string, tasks []*Task) *Task {
+				return NewTask(gname, nil, MaxRetry(len(tasks))) // use max retry to see how many tasks were aggregated
+			},
+			tasks: []*Task{
+				NewTask("task1", nil, Group("mygroup")),
+				NewTask("task2", nil, Group("mygroup")),
+				NewTask("task3", nil, Group("mygroup")),
+				NewTask("task4", nil, Group("mygroup")),
+				NewTask("task5", nil, Group("mygroup")),
+			},
+			enqueueFrequency: 300 * time.Millisecond,
+			waitTime:         defaultAggregationCheckInterval * 2,
+			wantGroups: map[string]map[string][]base.Z{
+				"default": {
+					"mygroup": {},
+				},
+			},
+			wantPending: map[string][]*base.TaskMessage{
+				"default": {
+					h.NewTaskMessageBuilder().SetType("mygroup").SetRetry(5).Build(),
+				},
+			},
+		},
+	}
+
+	for _, tc := range tests {
+		h.FlushDB(t, r)
+
+		aggregator := newAggregator(aggregatorParams{
+			logger:          testLogger,
+			broker:          rdbClient,
+			queues:          []string{"default"},
+			gracePeriod:     tc.gracePeriod,
+			maxDelay:        tc.maxDelay,
+			maxSize:         tc.maxSize,
+			groupAggregator: GroupAggregatorFunc(tc.aggregateFunc),
+		})
+
+		var wg sync.WaitGroup
+		aggregator.start(&wg)
+
+		for _, task := range tc.tasks {
+			if _, err := client.Enqueue(task); err != nil {
+				t.Errorf("%s: Client Enqueue failed: %v", tc.desc, err)
+				aggregator.shutdown()
+				wg.Wait()
+				continue
+			}
+			time.Sleep(tc.enqueueFrequency)
+		}
+
+		time.Sleep(tc.waitTime)
+
+		for qname, groups := range tc.wantGroups {
+			for gname, want := range groups {
+				gotGroup := h.GetGroupEntries(t, r, qname, gname)
+				if diff := cmp.Diff(want, gotGroup, h.SortZSetEntryOpt); diff != "" {
+					t.Errorf("%s: mismatch found in %q; (-want,+got)\n%s", tc.desc, base.GroupKey(qname, gname), diff)
+				}
+			}
+		}
+
+		for qname, want := range tc.wantPending {
+			gotPending := h.GetPendingMessages(t, r, qname)
+			if diff := cmp.Diff(want, gotPending, h.SortMsgOpt, h.IgnoreIDOpt); diff != "" {
+				t.Errorf("%s: mismatch found in %q; (-want,+got)\n%s", tc.desc, base.PendingKey(qname), diff)
+			}
+		}
+		aggregator.shutdown()
+		wg.Wait()
+	}
+}

asynq.go

@@ -5,14 +5,16 @@
 package asynq
 
 import (
+	"context"
 	"crypto/tls"
 	"fmt"
+	"net"
 	"net/url"
 	"strconv"
 	"strings"
 	"time"
 
-	"github.com/go-redis/redis/v7"
+	"github.com/go-redis/redis/v8"
 	"github.com/hibiken/asynq/internal/base"
 )
 
@@ -23,16 +25,39 @@ type Task struct {
 
 	// payload holds data needed to perform the task.
 	payload []byte
+
+	// opts holds options for the task.
+	opts []Option
+
+	// w is the ResultWriter for the task.
+	w *ResultWriter
 }
 
 func (t *Task) Type() string    { return t.typename }
 func (t *Task) Payload() []byte { return t.payload }
 
+// ResultWriter returns a pointer to the ResultWriter associated with the task.
+//
+// Nil pointer is returned if called on a newly created task (i.e. task created by calling NewTask).
+// Only the tasks passed to Handler.ProcessTask have a valid ResultWriter pointer.
+func (t *Task) ResultWriter() *ResultWriter { return t.w }
+
 // NewTask returns a new Task given a type name and payload data.
-func NewTask(typename string, payload []byte) *Task {
+// Options can be passed to configure task processing behavior.
+func NewTask(typename string, payload []byte, opts ...Option) *Task {
 	return &Task{
 		typename: typename,
 		payload:  payload,
+		opts:     opts,
+	}
+}
+
+// newTask creates a task with the given typename, payload and ResultWriter.
+func newTask(typename string, payload []byte, w *ResultWriter) *Task {
+	return &Task{
+		typename: typename,
+		payload:  payload,
+		w:        w,
 	}
 }
 
@@ -73,33 +98,64 @@ type TaskInfo struct {
 	// Deadline is the deadline for the task, zero value if not specified.
 	Deadline time.Time
 
+	// Group is the name of the group in which the task belongs.
+	//
+	// Tasks in the same queue can be grouped together by Group name and will be aggregated into one task
+	// by a Server processing the queue.
+	//
+	// Empty string (default) indicates task does not belong to any groups, and no aggregation will be applied to the task.
+	Group string
+
 	// NextProcessAt is the time the task is scheduled to be processed,
 	// zero if not applicable.
 	NextProcessAt time.Time
+
+	// IsOrphaned describes whether the task is left in active state with no worker processing it.
+	// An orphaned task indicates that the worker has crashed or experienced network failures and was not able to
+	// extend its lease on the task.
+	//
+	// This task will be recovered by running a server against the queue the task is in.
+	// This field is only applicable to tasks with TaskStateActive.
+	IsOrphaned bool
+
+	// Retention is duration of the retention period after the task is successfully processed.
+	Retention time.Duration
+
+	// CompletedAt is the time when the task is processed successfully.
+	// Zero value (i.e. time.Time{}) indicates no value.
+	CompletedAt time.Time
+
+	// Result holds the result data associated with the task.
+	// Use ResultWriter to write result data from the Handler.
+	Result []byte
 }
 
-func newTaskInfo(msg *base.TaskMessage, state base.TaskState, nextProcessAt time.Time) *TaskInfo {
+// If t is non-zero, returns time converted from t as unix time in seconds.
+// If t is zero, returns zero value of time.Time.
+func fromUnixTimeOrZero(t int64) time.Time {
+	if t == 0 {
+		return time.Time{}
+	}
+	return time.Unix(t, 0)
+}
+
+func newTaskInfo(msg *base.TaskMessage, state base.TaskState, nextProcessAt time.Time, result []byte) *TaskInfo {
 	info := TaskInfo{
-		ID:            msg.ID.String(),
+		ID:            msg.ID,
 		Queue:         msg.Queue,
 		Type:          msg.Type,
 		Payload:       msg.Payload, // Do we need to make a copy?
 		MaxRetry:      msg.Retry,
 		Retried:       msg.Retried,
 		LastErr:       msg.ErrorMsg,
+		Group:         msg.GroupKey,
 		Timeout:       time.Duration(msg.Timeout) * time.Second,
+		Deadline:      fromUnixTimeOrZero(msg.Deadline),
+		Retention:     time.Duration(msg.Retention) * time.Second,
 		NextProcessAt: nextProcessAt,
-	}
+		LastFailedAt:  fromUnixTimeOrZero(msg.LastFailedAt),
-	if msg.LastFailedAt == 0 {
+		CompletedAt:   fromUnixTimeOrZero(msg.CompletedAt),
-		info.LastFailedAt = time.Time{}
+		Result:        result,
-	} else {
-		info.LastFailedAt = time.Unix(msg.LastFailedAt, 0)
-	}
-
-	if msg.Deadline == 0 {
-		info.Deadline = time.Time{}
-	} else {
-		info.Deadline = time.Unix(msg.Deadline, 0)
 	}
 
 	switch state {
@@ -113,6 +169,10 @@ func newTaskInfo(msg *base.TaskMessage, state base.TaskState, nextProcessAt time
 		info.State = TaskStateRetry
 	case base.TaskStateArchived:
 		info.State = TaskStateArchived
+	case base.TaskStateCompleted:
+		info.State = TaskStateCompleted
+	case base.TaskStateAggregating:
+		info.State = TaskStateAggregating
 	default:
 		panic(fmt.Sprintf("internal error: unknown state: %d", state))
 	}
@@ -137,6 +197,12 @@ const (
 
 	// Indicates that the task is archived and stored for inspection purposes.
 	TaskStateArchived
+
+	// Indicates that the task is processed successfully and retained until the retention TTL expires.
+	TaskStateCompleted
+
+	// Indicates that the task is waiting in a group to be aggreated into one task.
+	TaskStateAggregating
 )
 
 func (s TaskState) String() string {
@@ -151,6 +217,10 @@ func (s TaskState) String() string {
 		return "retry"
 	case TaskStateArchived:
 		return "archived"
+	case TaskStateCompleted:
+		return "completed"
+	case TaskStateAggregating:
+		return "aggregating"
 	}
 	panic("asynq: unknown task state")
 }
@@ -366,9 +436,10 @@ func (opt RedisClusterClientOpt) MakeRedisClient() interface{} {
 // ParseRedisURI parses redis uri string and returns RedisConnOpt if uri is valid.
 // It returns a non-nil error if uri cannot be parsed.
 //
-// Three URI schemes are supported, which are redis:, redis-socket:, and redis-sentinel:.
+// Three URI schemes are supported, which are redis:, rediss:, redis-socket:, and redis-sentinel:.
 // Supported formats are:
 //     redis://[:password@]host[:port][/dbnumber]
+//     rediss://[:password@]host[:port][/dbnumber]
 //     redis-socket://[:password@]path[?db=dbnumber]
 //     redis-sentinel://[:password@]host1[:port][,host2:[:port]][,hostN:[:port]][?master=masterName]
 func ParseRedisURI(uri string) (RedisConnOpt, error) {
@@ -377,7 +448,7 @@ func ParseRedisURI(uri string) (RedisConnOpt, error) {
 		return nil, fmt.Errorf("asynq: could not parse redis uri: %v", err)
 	}
 	switch u.Scheme {
-	case "redis":
+	case "redis", "rediss":
 		return parseRedisURI(u)
 	case "redis-socket":
 		return parseRedisSocketURI(u)
@@ -391,6 +462,8 @@ func ParseRedisURI(uri string) (RedisConnOpt, error) {
 func parseRedisURI(u *url.URL) (RedisConnOpt, error) {
 	var db int
 	var err error
+	var redisConnOpt RedisClientOpt
+
 	if len(u.Path) > 0 {
 		xs := strings.Split(strings.Trim(u.Path, "/"), "/")
 		db, err = strconv.Atoi(xs[0])
@@ -402,7 +475,20 @@ func parseRedisURI(u *url.URL) (RedisConnOpt, error) {
 	if v, ok := u.User.Password(); ok {
 		password = v
 	}
-	return RedisClientOpt{Addr: u.Host, DB: db, Password: password}, nil
+
+	if u.Scheme == "rediss" {
+		h, _, err := net.SplitHostPort(u.Host)
+		if err != nil {
+			h = u.Host
+		}
+		redisConnOpt.TLSConfig = &tls.Config{ServerName: h}
+	}
+
+	redisConnOpt.Addr = u.Host
+	redisConnOpt.Password = password
+	redisConnOpt.DB = db
+
+	return redisConnOpt, nil
 }
 
 func parseRedisSocketURI(u *url.URL) (RedisConnOpt, error) {
@@ -435,3 +521,27 @@ func parseRedisSentinelURI(u *url.URL) (RedisConnOpt, error) {
 	}
 	return RedisFailoverClientOpt{MasterName: master, SentinelAddrs: addrs, Password: password}, nil
 }
+
+// ResultWriter is a client interface to write result data for a task.
+// It writes the data to the redis instance the server is connected to.
+type ResultWriter struct {
+	id     string // task ID this writer is responsible for
+	qname  string // queue name the task belongs to
+	broker base.Broker
+	ctx    context.Context // context associated with the task
+}
+
+// Write writes the given data as a result of the task the ResultWriter is associated with.
+func (w *ResultWriter) Write(data []byte) (n int, err error) {
+	select {
+	case <-w.ctx.Done():
+		return 0, fmt.Errorf("failed to result task result: %v", w.ctx.Err())
+	default:
+	}
+	return w.broker.WriteResult(w.qname, w.id, data)
+}
+
+// TaskID returns the ID of the task the ResultWriter is associated with.
+func (w *ResultWriter) TaskID() string {
+	return w.id
+}

asynq_test.go

@@ -5,15 +5,17 @@
 package asynq
 
 import (
+	"crypto/tls"
 	"flag"
 	"sort"
 	"strings"
 	"testing"
 
-	"github.com/go-redis/redis/v7"
+	"github.com/go-redis/redis/v8"
 	"github.com/google/go-cmp/cmp"
-	h "github.com/hibiken/asynq/internal/asynqtest"
+	"github.com/google/go-cmp/cmp/cmpopts"
 	"github.com/hibiken/asynq/internal/log"
+	h "github.com/hibiken/asynq/internal/testutil"
 )
 
 //============================================================================
@@ -99,6 +101,10 @@ func TestParseRedisURI(t *testing.T) {
 			"redis://localhost:6379",
 			RedisClientOpt{Addr: "localhost:6379"},
 		},
+		{
+			"rediss://localhost:6379",
+			RedisClientOpt{Addr: "localhost:6379", TLSConfig: &tls.Config{ServerName: "localhost"}},
+		},
 		{
 			"redis://localhost:6379/3",
 			RedisClientOpt{Addr: "localhost:6379", DB: 3},
@@ -151,7 +157,7 @@ func TestParseRedisURI(t *testing.T) {
 			continue
 		}
 
-		if diff := cmp.Diff(tc.want, got); diff != "" {
+		if diff := cmp.Diff(tc.want, got, cmpopts.IgnoreUnexported(tls.Config{})); diff != "" {
 			t.Errorf("ParseRedisURI(%q) = %+v, want %+v\n(-want,+got)\n%s", tc.uri, got, tc.want, diff)
 		}
 	}

benchmark_test.go

@@ -12,7 +12,7 @@ import (
 	"testing"
 	"time"
 
-	h "github.com/hibiken/asynq/internal/asynqtest"
+	h "github.com/hibiken/asynq/internal/testutil"
 )
 
 // Creates a new task of type "task<n>" with payload {"data": n}.

client.go

@@ -5,12 +5,12 @@
 package asynq
 
 import (
+	"context"
 	"fmt"
 	"strings"
-	"sync"
 	"time"
 
-	"github.com/go-redis/redis/v7"
+	"github.com/go-redis/redis/v8"
 	"github.com/google/uuid"
 	"github.com/hibiken/asynq/internal/base"
 	"github.com/hibiken/asynq/internal/errors"
@@ -24,9 +24,7 @@ import (
 //
 // Clients are safe for concurrent use by multiple goroutines.
 type Client struct {
-	mu   sync.Mutex
+	broker base.Broker
-	opts map[string][]Option
-	rdb  *rdb.RDB
 }
 
 // NewClient returns a new Client instance given a redis connection option.
@@ -35,11 +33,7 @@ func NewClient(r RedisConnOpt) *Client {
 	if !ok {
 		panic(fmt.Sprintf("asynq: unsupported RedisConnOpt type %T", r))
 	}
-	rdb := rdb.NewRDB(c)
+	return &Client{broker: rdb.NewRDB(c)}
-	return &Client{
-		opts: make(map[string][]Option),
-		rdb:  rdb,
-	}
 }
 
 type OptionType int
@@ -52,6 +46,9 @@ const (
 	UniqueOpt
 	ProcessAtOpt
 	ProcessInOpt
+	TaskIDOpt
+	RetentionOpt
+	GroupOpt
 )
 
 // Option specifies the task processing behavior.
@@ -70,11 +67,14 @@ type Option interface {
 type (
 	retryOption     int
 	queueOption     string
+	taskIDOption    string
 	timeoutOption   time.Duration
 	deadlineOption  time.Time
 	uniqueOption    time.Duration
 	processAtOption time.Time
 	processInOption time.Duration
+	retentionOption time.Duration
+	groupOption     string
 )
 
 // MaxRetry returns an option to specify the max number of times
@@ -93,15 +93,22 @@ func (n retryOption) Type() OptionType   { return MaxRetryOpt }
 func (n retryOption) Value() interface{} { return int(n) }
 
 // Queue returns an option to specify the queue to enqueue the task into.
-//
+func Queue(name string) Option {
-// Queue name is case-insensitive and the lowercased version is used.
+	return queueOption(name)
-func Queue(qname string) Option {
-	return queueOption(strings.ToLower(qname))
 }
 
-func (qname queueOption) String() string     { return fmt.Sprintf("Queue(%q)", string(qname)) }
+func (name queueOption) String() string     { return fmt.Sprintf("Queue(%q)", string(name)) }
-func (qname queueOption) Type() OptionType   { return QueueOpt }
+func (name queueOption) Type() OptionType   { return QueueOpt }
-func (qname queueOption) Value() interface{} { return string(qname) }
+func (name queueOption) Value() interface{} { return string(name) }
+
+// TaskID returns an option to specify the task ID.
+func TaskID(id string) Option {
+	return taskIDOption(id)
+}
+
+func (id taskIDOption) String() string     { return fmt.Sprintf("TaskID(%q)", string(id)) }
+func (id taskIDOption) Type() OptionType   { return TaskIDOpt }
+func (id taskIDOption) Value() interface{} { return string(id) }
 
 // Timeout returns an option to specify how long a task may run.
 // If the timeout elapses before the Handler returns, then the task
@@ -137,8 +144,10 @@ func (t deadlineOption) Value() interface{} { return time.Time(t) }
 
 // Unique returns an option to enqueue a task only if the given task is unique.
 // Task enqueued with this option is guaranteed to be unique within the given ttl.
-// Once the task gets processed successfully or once the TTL has expired, another task with the same uniqueness may be enqueued.
+// Once the task gets processed successfully or once the TTL has expired,
+// another task with the same uniqueness may be enqueued.
 // ErrDuplicateTask error is returned when enqueueing a duplicate task.
+// TTL duration must be greater than or equal to 1 second.
 //
 // Uniqueness of a task is based on the following properties:
 //     - Task Type
@@ -176,18 +185,47 @@ func (d processInOption) String() string     { return fmt.Sprintf("ProcessIn(%v)
 func (d processInOption) Type() OptionType   { return ProcessInOpt }
 func (d processInOption) Value() interface{} { return time.Duration(d) }
 
+// Retention returns an option to specify the duration of retention period for the task.
+// If this option is provided, the task will be stored as a completed task after successful processing.
+// A completed task will be deleted after the specified duration elapses.
+func Retention(d time.Duration) Option {
+	return retentionOption(d)
+}
+
+func (ttl retentionOption) String() string     { return fmt.Sprintf("Retention(%v)", time.Duration(ttl)) }
+func (ttl retentionOption) Type() OptionType   { return RetentionOpt }
+func (ttl retentionOption) Value() interface{} { return time.Duration(ttl) }
+
+// Group returns an option to specify the group used for the task.
+// Tasks in a given queue with the same group will be aggregated into one task before passed to Handler.
+func Group(name string) Option {
+	return groupOption(name)
+}
+
+func (name groupOption) String() string     { return fmt.Sprintf("Group(%q)", string(name)) }
+func (name groupOption) Type() OptionType   { return GroupOpt }
+func (name groupOption) Value() interface{} { return string(name) }
+
 // ErrDuplicateTask indicates that the given task could not be enqueued since it's a duplicate of another task.
 //
 // ErrDuplicateTask error only applies to tasks enqueued with a Unique option.
 var ErrDuplicateTask = errors.New("task already exists")
 
+// ErrTaskIDConflict indicates that the given task could not be enqueued since its task ID already exists.
+//
+// ErrTaskIDConflict error only applies to tasks enqueued with a TaskID option.
+var ErrTaskIDConflict = errors.New("task ID conflicts with another task")
+
 type option struct {
 	retry     int
 	queue     string
+	taskID    string
 	timeout   time.Duration
 	deadline  time.Time
 	uniqueTTL time.Duration
 	processAt time.Time
+	retention time.Duration
+	group     string
 }
 
 // composeOptions merges user provided options into the default options
@@ -198,6 +236,7 @@ func composeOptions(opts ...Option) (option, error) {
 	res := option{
 		retry:     defaultMaxRetry,
 		queue:     base.DefaultQueueName,
+		taskID:    uuid.NewString(),
 		timeout:   0, // do not set to deafultTimeout here
 		deadline:  time.Time{},
 		processAt: time.Now(),
@@ -207,21 +246,39 @@ func composeOptions(opts ...Option) (option, error) {
 		case retryOption:
 			res.retry = int(opt)
 		case queueOption:
-			trimmed := strings.TrimSpace(string(opt))
+			qname := string(opt)
-			if err := base.ValidateQueueName(trimmed); err != nil {
+			if err := base.ValidateQueueName(qname); err != nil {
 				return option{}, err
 			}
-			res.queue = trimmed
+			res.queue = qname
+		case taskIDOption:
+			id := string(opt)
+			if isBlank(id) {
+				return option{}, errors.New("task ID cannot be empty")
+			}
+			res.taskID = id
 		case timeoutOption:
 			res.timeout = time.Duration(opt)
 		case deadlineOption:
 			res.deadline = time.Time(opt)
 		case uniqueOption:
-			res.uniqueTTL = time.Duration(opt)
+			ttl := time.Duration(opt)
+			if ttl < 1*time.Second {
+				return option{}, errors.New("Unique TTL cannot be less than 1s")
+			}
+			res.uniqueTTL = ttl
 		case processAtOption:
 			res.processAt = time.Time(opt)
 		case processInOption:
 			res.processAt = time.Now().Add(time.Duration(opt))
+		case retentionOption:
+			res.retention = time.Duration(opt)
+		case groupOption:
+			key := string(opt)
+			if isBlank(key) {
+				return option{}, errors.New("group key cannot be empty")
+			}
+			res.group = key
 		default:
 			// ignore unexpected option
 		}
@@ -229,6 +286,11 @@ func composeOptions(opts ...Option) (option, error) {
 	return res, nil
 }
 
+// isBlank returns true if the given s is empty or consist of all whitespaces.
+func isBlank(s string) bool {
+	return strings.TrimSpace(s) == ""
+}
+
 const (
 	// Default max retry count used if nothing is specified.
 	defaultMaxRetry = 25
@@ -243,37 +305,48 @@ var (
 	noDeadline time.Time     = time.Unix(0, 0)
 )
 
-// SetDefaultOptions sets options to be used for a given task type.
-// The argument opts specifies the behavior of task processing.
-// If there are conflicting Option values the last one overrides others.
-//
-// Default options can be overridden by options passed at enqueue time.
-func (c *Client) SetDefaultOptions(taskType string, opts ...Option) {
-	c.mu.Lock()
-	defer c.mu.Unlock()
-	c.opts[taskType] = opts
-}
-
 // Close closes the connection with redis.
 func (c *Client) Close() error {
-	return c.rdb.Close()
+	return c.broker.Close()
 }
 
-// Enqueue enqueues the given task to be processed asynchronously.
+// Enqueue enqueues the given task to a queue.
 //
 // Enqueue returns TaskInfo and nil error if the task is enqueued successfully, otherwise returns a non-nil error.
 //
 // The argument opts specifies the behavior of task processing.
 // If there are conflicting Option values the last one overrides others.
+// Any options provided to NewTask can be overridden by options passed to Enqueue.
 // By deafult, max retry is set to 25 and timeout is set to 30 minutes.
 //
 // If no ProcessAt or ProcessIn options are provided, the task will be pending immediately.
+//
+// Enqueue uses context.Background internally; to specify the context, use EnqueueContext.
 func (c *Client) Enqueue(task *Task, opts ...Option) (*TaskInfo, error) {
-	c.mu.Lock()
+	return c.EnqueueContext(context.Background(), task, opts...)
-	if defaults, ok := c.opts[task.Type()]; ok {
+}
-		opts = append(defaults, opts...)
+
+// EnqueueContext enqueues the given task to a queue.
+//
+// EnqueueContext returns TaskInfo and nil error if the task is enqueued successfully, otherwise returns a non-nil error.
+//
+// The argument opts specifies the behavior of task processing.
+// If there are conflicting Option values the last one overrides others.
+// Any options provided to NewTask can be overridden by options passed to Enqueue.
+// By deafult, max retry is set to 25 and timeout is set to 30 minutes.
+//
+// If no ProcessAt or ProcessIn options are provided, the task will be pending immediately.
+//
+// The first argument context applies to the enqueue operation. To specify task timeout and deadline, use Timeout and Deadline option instead.
+func (c *Client) EnqueueContext(ctx context.Context, task *Task, opts ...Option) (*TaskInfo, error) {
+	if task == nil {
+		return nil, fmt.Errorf("task cannot be nil")
 	}
-	c.mu.Unlock()
+	if strings.TrimSpace(task.Type()) == "" {
+		return nil, fmt.Errorf("task typename cannot be empty")
+	}
+	// merge task options with the options provided at enqueue time.
+	opts = append(task.opts, opts...)
 	opt, err := composeOptions(opts...)
 	if err != nil {
 		return nil, err
@@ -295,7 +368,7 @@ func (c *Client) Enqueue(task *Task, opts ...Option) (*TaskInfo, error) {
 		uniqueKey = base.UniqueKey(opt.queue, task.Type(), task.Payload())
 	}
 	msg := &base.TaskMessage{
-		ID:        uuid.New(),
+		ID:        opt.taskID,
 		Type:      task.Type(),
 		Payload:   task.Payload(),
 		Queue:     opt.queue,
@@ -303,37 +376,53 @@ func (c *Client) Enqueue(task *Task, opts ...Option) (*TaskInfo, error) {
 		Deadline:  deadline.Unix(),
 		Timeout:   int64(timeout.Seconds()),
 		UniqueKey: uniqueKey,
+		GroupKey:  opt.group,
+		Retention: int64(opt.retention.Seconds()),
 	}
 	now := time.Now()
 	var state base.TaskState
-	if opt.processAt.Before(now) || opt.processAt.Equal(now) {
+	if opt.processAt.After(now) {
-		opt.processAt = now
+		err = c.schedule(ctx, msg, opt.processAt, opt.uniqueTTL)
-		err = c.enqueue(msg, opt.uniqueTTL)
-		state = base.TaskStatePending
-	} else {
-		err = c.schedule(msg, opt.processAt, opt.uniqueTTL)
 		state = base.TaskStateScheduled
+	} else if opt.group != "" {
+		// Use zero value for processAt since we don't know when the task will be aggregated and processed.
+		opt.processAt = time.Time{}
+		err = c.addToGroup(ctx, msg, opt.group, opt.uniqueTTL)
+		state = base.TaskStateAggregating
+	} else {
+		opt.processAt = now
+		err = c.enqueue(ctx, msg, opt.uniqueTTL)
+		state = base.TaskStatePending
 	}
 	switch {
 	case errors.Is(err, errors.ErrDuplicateTask):
 		return nil, fmt.Errorf("%w", ErrDuplicateTask)
+	case errors.Is(err, errors.ErrTaskIdConflict):
+		return nil, fmt.Errorf("%w", ErrTaskIDConflict)
 	case err != nil:
 		return nil, err
 	}
-	return newTaskInfo(msg, state, opt.processAt), nil
+	return newTaskInfo(msg, state, opt.processAt, nil), nil
 }
 
-func (c *Client) enqueue(msg *base.TaskMessage, uniqueTTL time.Duration) error {
+func (c *Client) enqueue(ctx context.Context, msg *base.TaskMessage, uniqueTTL time.Duration) error {
 	if uniqueTTL > 0 {
-		return c.rdb.EnqueueUnique(msg, uniqueTTL)
+		return c.broker.EnqueueUnique(ctx, msg, uniqueTTL)
 	}
-	return c.rdb.Enqueue(msg)
+	return c.broker.Enqueue(ctx, msg)
 }
 
-func (c *Client) schedule(msg *base.TaskMessage, t time.Time, uniqueTTL time.Duration) error {
+func (c *Client) schedule(ctx context.Context, msg *base.TaskMessage, t time.Time, uniqueTTL time.Duration) error {
 	if uniqueTTL > 0 {
 		ttl := t.Add(uniqueTTL).Sub(time.Now())
-		return c.rdb.ScheduleUnique(msg, t, ttl)
+		return c.broker.ScheduleUnique(ctx, msg, t, ttl)
 	}
-	return c.rdb.Schedule(msg, t)
+	return c.broker.Schedule(ctx, msg, t)
+}
+
+func (c *Client) addToGroup(ctx context.Context, msg *base.TaskMessage, group string, uniqueTTL time.Duration) error {
+	if uniqueTTL > 0 {
+		return c.broker.AddToGroupUnique(ctx, msg, group, uniqueTTL)
+	}
+	return c.broker.AddToGroup(ctx, msg, group)
 }

client_test.go

@@ -5,14 +5,15 @@
 package asynq
 
 import (
+	"context"
 	"errors"
 	"testing"
 	"time"
 
 	"github.com/google/go-cmp/cmp"
 	"github.com/google/go-cmp/cmp/cmpopts"
-	h "github.com/hibiken/asynq/internal/asynqtest"
 	"github.com/hibiken/asynq/internal/base"
+	h "github.com/hibiken/asynq/internal/testutil"
 )
 
 func TestClientEnqueueWithProcessAtOption(t *testing.T) {
@@ -287,13 +288,13 @@ func TestClientEnqueue(t *testing.T) {
 			},
 		},
 		{
-			desc: "Queue option should be case-insensitive",
+			desc: "Queue option should be case sensitive",
 			task: task,
 			opts: []Option{
-				Queue("HIGH"),
+				Queue("MyQueue"),
 			},
 			wantInfo: &TaskInfo{
-				Queue:         "high",
+				Queue:         "MyQueue",
 				Type:          task.Type(),
 				Payload:       task.Payload(),
 				State:         TaskStatePending,
@@ -306,12 +307,12 @@ func TestClientEnqueue(t *testing.T) {
 				NextProcessAt: now,
 			},
 			wantPending: map[string][]*base.TaskMessage{
-				"high": {
+				"MyQueue": {
 					{
 						Type:     task.Type(),
 						Payload:  task.Payload(),
 						Retry:    defaultMaxRetry,
-						Queue:    "high",
+						Queue:    "MyQueue",
 						Timeout:  int64(defaultTimeout.Seconds()),
 						Deadline: noDeadline.Unix(),
 					},
@@ -415,6 +416,40 @@ func TestClientEnqueue(t *testing.T) {
 				},
 			},
 		},
+		{
+			desc: "With Retention option",
+			task: task,
+			opts: []Option{
+				Retention(24 * time.Hour),
+			},
+			wantInfo: &TaskInfo{
+				Queue:         "default",
+				Type:          task.Type(),
+				Payload:       task.Payload(),
+				State:         TaskStatePending,
+				MaxRetry:      defaultMaxRetry,
+				Retried:       0,
+				LastErr:       "",
+				LastFailedAt:  time.Time{},
+				Timeout:       defaultTimeout,
+				Deadline:      time.Time{},
+				NextProcessAt: now,
+				Retention:     24 * time.Hour,
+			},
+			wantPending: map[string][]*base.TaskMessage{
+				"default": {
+					{
+						Type:      task.Type(),
+						Payload:   task.Payload(),
+						Retry:     defaultMaxRetry,
+						Queue:     "default",
+						Timeout:   int64(defaultTimeout.Seconds()),
+						Deadline:  noDeadline.Unix(),
+						Retention: int64((24 * time.Hour).Seconds()),
+					},
+				},
+			},
+		},
 	}
 
 	for _, tc := range tests {
@@ -443,6 +478,252 @@ func TestClientEnqueue(t *testing.T) {
 	}
 }
 
+func TestClientEnqueueWithGroupOption(t *testing.T) {
+	r := setup(t)
+	client := NewClient(getRedisConnOpt(t))
+	defer client.Close()
+
+	task := NewTask("mytask", []byte("foo"))
+	now := time.Now()
+
+	tests := []struct {
+		desc          string
+		task          *Task
+		opts          []Option
+		wantInfo      *TaskInfo
+		wantPending   map[string][]*base.TaskMessage
+		wantGroups    map[string]map[string][]base.Z // map queue name to a set of groups
+		wantScheduled map[string][]base.Z
+	}{
+		{
+			desc: "With only Group option",
+			task: task,
+			opts: []Option{
+				Group("mygroup"),
+			},
+			wantInfo: &TaskInfo{
+				Queue:         "default",
+				Group:         "mygroup",
+				Type:          task.Type(),
+				Payload:       task.Payload(),
+				State:         TaskStateAggregating,
+				MaxRetry:      defaultMaxRetry,
+				Retried:       0,
+				LastErr:       "",
+				LastFailedAt:  time.Time{},
+				Timeout:       defaultTimeout,
+				Deadline:      time.Time{},
+				NextProcessAt: time.Time{},
+			},
+			wantPending: map[string][]*base.TaskMessage{
+				"default": {}, // should not be pending
+			},
+			wantGroups: map[string]map[string][]base.Z{
+				"default": {
+					"mygroup": {
+						{
+							Message: &base.TaskMessage{
+								Type:     task.Type(),
+								Payload:  task.Payload(),
+								Retry:    defaultMaxRetry,
+								Queue:    "default",
+								Timeout:  int64(defaultTimeout.Seconds()),
+								Deadline: noDeadline.Unix(),
+								GroupKey: "mygroup",
+							},
+							Score: now.Unix(),
+						},
+					},
+				},
+			},
+			wantScheduled: map[string][]base.Z{
+				"default": {},
+			},
+		},
+		{
+			desc: "With Group and ProcessIn options",
+			task: task,
+			opts: []Option{
+				Group("mygroup"),
+				ProcessIn(30 * time.Minute),
+			},
+			wantInfo: &TaskInfo{
+				Queue:         "default",
+				Group:         "mygroup",
+				Type:          task.Type(),
+				Payload:       task.Payload(),
+				State:         TaskStateScheduled,
+				MaxRetry:      defaultMaxRetry,
+				Retried:       0,
+				LastErr:       "",
+				LastFailedAt:  time.Time{},
+				Timeout:       defaultTimeout,
+				Deadline:      time.Time{},
+				NextProcessAt: now.Add(30 * time.Minute),
+			},
+			wantPending: map[string][]*base.TaskMessage{
+				"default": {}, // should not be pending
+			},
+			wantGroups: map[string]map[string][]base.Z{
+				"default": {
+					"mygroup": {}, // should not be added to the group yet
+				},
+			},
+			wantScheduled: map[string][]base.Z{
+				"default": {
+					{
+						Message: &base.TaskMessage{
+							Type:     task.Type(),
+							Payload:  task.Payload(),
+							Retry:    defaultMaxRetry,
+							Queue:    "default",
+							Timeout:  int64(defaultTimeout.Seconds()),
+							Deadline: noDeadline.Unix(),
+							GroupKey: "mygroup",
+						},
+						Score: now.Add(30 * time.Minute).Unix(),
+					},
+				},
+			},
+		},
+	}
+
+	for _, tc := range tests {
+		h.FlushDB(t, r) // clean up db before each test case.
+
+		gotInfo, err := client.Enqueue(tc.task, tc.opts...)
+		if err != nil {
+			t.Error(err)
+			continue
+		}
+		cmpOptions := []cmp.Option{
+			cmpopts.IgnoreFields(TaskInfo{}, "ID"),
+			cmpopts.EquateApproxTime(500 * time.Millisecond),
+		}
+		if diff := cmp.Diff(tc.wantInfo, gotInfo, cmpOptions...); diff != "" {
+			t.Errorf("%s;\nEnqueue(task) returned %v, want %v; (-want,+got)\n%s",
+				tc.desc, gotInfo, tc.wantInfo, diff)
+		}
+
+		for qname, want := range tc.wantPending {
+			got := h.GetPendingMessages(t, r, qname)
+			if diff := cmp.Diff(want, got, h.IgnoreIDOpt, cmpopts.EquateEmpty()); diff != "" {
+				t.Errorf("%s;\nmismatch found in %q; (-want,+got)\n%s", tc.desc, base.PendingKey(qname), diff)
+			}
+		}
+
+		for qname, groups := range tc.wantGroups {
+			for groupKey, want := range groups {
+				got := h.GetGroupEntries(t, r, qname, groupKey)
+				if diff := cmp.Diff(want, got, h.IgnoreIDOpt, cmpopts.EquateEmpty()); diff != "" {
+					t.Errorf("%s;\nmismatch found in %q; (-want,+got)\n%s", tc.desc, base.GroupKey(qname, groupKey), diff)
+				}
+			}
+		}
+
+		for qname, want := range tc.wantScheduled {
+			gotScheduled := h.GetScheduledEntries(t, r, qname)
+			if diff := cmp.Diff(want, gotScheduled, h.IgnoreIDOpt, cmpopts.EquateEmpty()); diff != "" {
+				t.Errorf("%s;\nmismatch found in %q; (-want,+got)\n%s", tc.desc, base.ScheduledKey(qname), diff)
+			}
+		}
+	}
+}
+
+func TestClientEnqueueWithTaskIDOption(t *testing.T) {
+	r := setup(t)
+	client := NewClient(getRedisConnOpt(t))
+	defer client.Close()
+
+	task := NewTask("send_email", nil)
+	now := time.Now()
+
+	tests := []struct {
+		desc        string
+		task        *Task
+		opts        []Option
+		wantInfo    *TaskInfo
+		wantPending map[string][]*base.TaskMessage
+	}{
+		{
+			desc: "With a valid TaskID option",
+			task: task,
+			opts: []Option{
+				TaskID("custom_id"),
+			},
+			wantInfo: &TaskInfo{
+				ID:            "custom_id",
+				Queue:         "default",
+				Type:          task.Type(),
+				Payload:       task.Payload(),
+				State:         TaskStatePending,
+				MaxRetry:      defaultMaxRetry,
+				Retried:       0,
+				LastErr:       "",
+				LastFailedAt:  time.Time{},
+				Timeout:       defaultTimeout,
+				Deadline:      time.Time{},
+				NextProcessAt: now,
+			},
+			wantPending: map[string][]*base.TaskMessage{
+				"default": {
+					{
+						ID:       "custom_id",
+						Type:     task.Type(),
+						Payload:  task.Payload(),
+						Retry:    defaultMaxRetry,
+						Queue:    "default",
+						Timeout:  int64(defaultTimeout.Seconds()),
+						Deadline: noDeadline.Unix(),
+					},
+				},
+			},
+		},
+	}
+
+	for _, tc := range tests {
+		h.FlushDB(t, r) // clean up db before each test case.
+
+		gotInfo, err := client.Enqueue(tc.task, tc.opts...)
+		if err != nil {
+			t.Errorf("got non-nil error %v, want nil", err)
+			continue
+		}
+
+		cmpOptions := []cmp.Option{
+			cmpopts.EquateApproxTime(500 * time.Millisecond),
+		}
+		if diff := cmp.Diff(tc.wantInfo, gotInfo, cmpOptions...); diff != "" {
+			t.Errorf("%s;\nEnqueue(task) returned %v, want %v; (-want,+got)\n%s",
+				tc.desc, gotInfo, tc.wantInfo, diff)
+		}
+
+		for qname, want := range tc.wantPending {
+			got := h.GetPendingMessages(t, r, qname)
+			if diff := cmp.Diff(want, got); diff != "" {
+				t.Errorf("%s;\nmismatch found in %q; (-want,+got)\n%s", tc.desc, base.PendingKey(qname), diff)
+			}
+		}
+	}
+}
+
+func TestClientEnqueueWithConflictingTaskID(t *testing.T) {
+	setup(t)
+	client := NewClient(getRedisConnOpt(t))
+	defer client.Close()
+
+	const taskID = "custom_id"
+	task := NewTask("foo", nil)
+
+	if _, err := client.Enqueue(task, TaskID(taskID)); err != nil {
+		t.Fatalf("First task: Enqueue failed: %v", err)
+	}
+	_, err := client.Enqueue(task, TaskID(taskID))
+	if !errors.Is(err, ErrTaskIDConflict) {
+		t.Errorf("Second task: Enqueue returned %v, want %v", err, ErrTaskIDConflict)
+	}
+}
+
 func TestClientEnqueueWithProcessInOption(t *testing.T) {
 	r := setup(t)
 	client := NewClient(getRedisConnOpt(t))
@@ -578,6 +859,11 @@ func TestClientEnqueueError(t *testing.T) {
 		task *Task
 		opts []Option
 	}{
+		{
+			desc: "With nil task",
+			task: nil,
+			opts: []Option{},
+		},
 		{
 			desc: "With empty queue name",
 			task: task,
@@ -585,6 +871,31 @@ func TestClientEnqueueError(t *testing.T) {
 				Queue(""),
 			},
 		},
+		{
+			desc: "With empty task typename",
+			task: NewTask("", h.JSON(map[string]interface{}{})),
+			opts: []Option{},
+		},
+		{
+			desc: "With blank task typename",
+			task: NewTask("    ", h.JSON(map[string]interface{}{})),
+			opts: []Option{},
+		},
+		{
+			desc: "With empty task ID",
+			task: NewTask("foo", nil),
+			opts: []Option{TaskID("")},
+		},
+		{
+			desc: "With blank task ID",
+			task: NewTask("foo", nil),
+			opts: []Option{TaskID("  ")},
+		},
+		{
+			desc: "With unique option less than 1s",
+			task: NewTask("foo", nil),
+			opts: []Option{Unique(300 * time.Millisecond)},
+		},
 	}
 
 	for _, tc := range tests {
@@ -597,16 +908,17 @@ func TestClientEnqueueError(t *testing.T) {
 	}
 }
 
-func TestClientDefaultOptions(t *testing.T) {
+func TestClientWithDefaultOptions(t *testing.T) {
 	r := setup(t)
 
 	now := time.Now()
 
 	tests := []struct {
 		desc        string
-		defaultOpts []Option // options set at the client level.
+		defaultOpts []Option // options set at task initialization time
 		opts        []Option // options used at enqueue time.
-		task        *Task
+		tasktype    string
+		payload     []byte
 		wantInfo    *TaskInfo
 		queue       string // queue that the message should go into.
 		want        *base.TaskMessage
@@ -615,7 +927,8 @@ func TestClientDefaultOptions(t *testing.T) {
 			desc:        "With queue routing option",
 			defaultOpts: []Option{Queue("feed")},
 			opts:        []Option{},
-			task:        NewTask("feed:import", nil),
+			tasktype:    "feed:import",
+			payload:     nil,
 			wantInfo: &TaskInfo{
 				Queue:         "feed",
 				Type:          "feed:import",
@@ -643,7 +956,8 @@ func TestClientDefaultOptions(t *testing.T) {
 			desc:        "With multiple options",
 			defaultOpts: []Option{Queue("feed"), MaxRetry(5)},
 			opts:        []Option{},
-			task:        NewTask("feed:import", nil),
+			tasktype:    "feed:import",
+			payload:     nil,
 			wantInfo: &TaskInfo{
 				Queue:         "feed",
 				Type:          "feed:import",
@@ -671,7 +985,8 @@ func TestClientDefaultOptions(t *testing.T) {
 			desc:        "With overriding options at enqueue time",
 			defaultOpts: []Option{Queue("feed"), MaxRetry(5)},
 			opts:        []Option{Queue("critical")},
-			task:        NewTask("feed:import", nil),
+			tasktype:    "feed:import",
+			payload:     nil,
 			wantInfo: &TaskInfo{
 				Queue:         "critical",
 				Type:          "feed:import",
@@ -700,8 +1015,8 @@ func TestClientDefaultOptions(t *testing.T) {
 		h.FlushDB(t, r)
 		c := NewClient(getRedisConnOpt(t))
 		defer c.Close()
-		c.SetDefaultOptions(tc.task.Type(), tc.defaultOpts...)
+		task := NewTask(tc.tasktype, tc.payload, tc.defaultOpts...)
-		gotInfo, err := c.Enqueue(tc.task, tc.opts...)
+		gotInfo, err := c.Enqueue(task, tc.opts...)
 		if err != nil {
 			t.Fatal(err)
 		}
@@ -751,7 +1066,7 @@ func TestClientEnqueueUnique(t *testing.T) {
 			t.Fatal(err)
 		}
 
-		gotTTL := r.TTL(base.UniqueKey(base.DefaultQueueName, tc.task.Type(), tc.task.Payload())).Val()
+		gotTTL := r.TTL(context.Background(), base.UniqueKey(base.DefaultQueueName, tc.task.Type(), tc.task.Payload())).Val()
 		if !cmp.Equal(tc.ttl.Seconds(), gotTTL.Seconds(), cmpopts.EquateApprox(0, 1)) {
 			t.Errorf("TTL = %v, want %v", gotTTL, tc.ttl)
 			continue
@@ -796,7 +1111,7 @@ func TestClientEnqueueUniqueWithProcessInOption(t *testing.T) {
 			t.Fatal(err)
 		}
 
-		gotTTL := r.TTL(base.UniqueKey(base.DefaultQueueName, tc.task.Type(), tc.task.Payload())).Val()
+		gotTTL := r.TTL(context.Background(), base.UniqueKey(base.DefaultQueueName, tc.task.Type(), tc.task.Payload())).Val()
 		wantTTL := time.Duration(tc.ttl.Seconds()+tc.d.Seconds()) * time.Second
 		if !cmp.Equal(wantTTL.Seconds(), gotTTL.Seconds(), cmpopts.EquateApprox(0, 1)) {
 			t.Errorf("TTL = %v, want %v", gotTTL, wantTTL)
@@ -842,7 +1157,7 @@ func TestClientEnqueueUniqueWithProcessAtOption(t *testing.T) {
 			t.Fatal(err)
 		}
 
-		gotTTL := r.TTL(base.UniqueKey(base.DefaultQueueName, tc.task.Type(), tc.task.Payload())).Val()
+		gotTTL := r.TTL(context.Background(), base.UniqueKey(base.DefaultQueueName, tc.task.Type(), tc.task.Payload())).Val()
 		wantTTL := tc.at.Add(tc.ttl).Sub(time.Now())
 		if !cmp.Equal(wantTTL.Seconds(), gotTTL.Seconds(), cmpopts.EquateApprox(0, 1)) {
 			t.Errorf("TTL = %v, want %v", gotTTL, wantTTL)

context.go

@@ -6,49 +6,16 @@ package asynq
 
 import (
 	"context"
-	"time"
 
-	"github.com/hibiken/asynq/internal/base"
+	asynqcontext "github.com/hibiken/asynq/internal/context"
 )
 
-// A taskMetadata holds task scoped data to put in context.
-type taskMetadata struct {
-	id         string
-	maxRetry   int
-	retryCount int
-	qname      string
-}
-
-// ctxKey type is unexported to prevent collisions with context keys defined in
-// other packages.
-type ctxKey int
-
-// metadataCtxKey is the context key for the task metadata.
-// Its value of zero is arbitrary.
-const metadataCtxKey ctxKey = 0
-
-// createContext returns a context and cancel function for a given task message.
-func createContext(msg *base.TaskMessage, deadline time.Time) (context.Context, context.CancelFunc) {
-	metadata := taskMetadata{
-		id:         msg.ID.String(),
-		maxRetry:   msg.Retry,
-		retryCount: msg.Retried,
-		qname:      msg.Queue,
-	}
-	ctx := context.WithValue(context.Background(), metadataCtxKey, metadata)
-	return context.WithDeadline(ctx, deadline)
-}
-
 // GetTaskID extracts a task ID from a context, if any.
 //
 // ID of a task is guaranteed to be unique.
 // ID of a task doesn't change if the task is being retried.
 func GetTaskID(ctx context.Context) (id string, ok bool) {
-	metadata, ok := ctx.Value(metadataCtxKey).(taskMetadata)
+	return asynqcontext.GetTaskID(ctx)
-	if !ok {
-		return "", false
-	}
-	return metadata.id, true
 }
 
 // GetRetryCount extracts retry count from a context, if any.
@@ -56,11 +23,7 @@ func GetTaskID(ctx context.Context) (id string, ok bool) {
 // Return value n indicates the number of times associated task has been
 // retried so far.
 func GetRetryCount(ctx context.Context) (n int, ok bool) {
-	metadata, ok := ctx.Value(metadataCtxKey).(taskMetadata)
+	return asynqcontext.GetRetryCount(ctx)
-	if !ok {
-		return 0, false
-	}
-	return metadata.retryCount, true
 }
 
 // GetMaxRetry extracts maximum retry from a context, if any.
@@ -68,20 +31,12 @@ func GetRetryCount(ctx context.Context) (n int, ok bool) {
 // Return value n indicates the maximum number of times the assoicated task
 // can be retried if ProcessTask returns a non-nil error.
 func GetMaxRetry(ctx context.Context) (n int, ok bool) {
-	metadata, ok := ctx.Value(metadataCtxKey).(taskMetadata)
+	return asynqcontext.GetMaxRetry(ctx)
-	if !ok {
-		return 0, false
-	}
-	return metadata.maxRetry, true
 }
 
 // GetQueueName extracts queue name from a context, if any.
 //
-// Return value qname indicates which queue the task was pulled from.
+// Return value queue indicates which queue the task was pulled from.
-func GetQueueName(ctx context.Context) (qname string, ok bool) {
+func GetQueueName(ctx context.Context) (queue string, ok bool) {
-	metadata, ok := ctx.Value(metadataCtxKey).(taskMetadata)
+	return asynqcontext.GetQueueName(ctx)
-	if !ok {
-		return "", false
-	}
-	return metadata.qname, true
 }

example_test.go

@@ -5,6 +5,7 @@
 package asynq_test
 
 import (
+	"context"
 	"fmt"
 	"log"
 	"os"
@@ -113,3 +114,20 @@ func ExampleParseRedisURI() {
 	// localhost:6379
 	// 10
 }
+
+func ExampleResultWriter() {
+	// ResultWriter is only accessible in Handler.
+	h := func(ctx context.Context, task *asynq.Task) error {
+		// .. do task processing work
+
+		res := []byte("task result data")
+		n, err := task.ResultWriter().Write(res) // implements io.Writer
+		if err != nil {
+			return fmt.Errorf("failed to write task result: %v", err)
+		}
+		log.Printf(" %d bytes written", n)
+		return nil
+	}
+
+	_ = h
+}

forwarder.go

@@ -56,13 +56,15 @@ func (f *forwarder) start(wg *sync.WaitGroup) {
 	wg.Add(1)
 	go func() {
 		defer wg.Done()
+		timer := time.NewTimer(f.avgInterval)
 		for {
 			select {
 			case <-f.done:
 				f.logger.Debug("Forwarder done")
 				return
-			case <-time.After(f.avgInterval):
+			case <-timer.C:
 				f.exec()
+				timer.Reset(f.avgInterval)
 			}
 		}
 	}()
@@ -70,6 +72,6 @@ func (f *forwarder) start(wg *sync.WaitGroup) {
 
 func (f *forwarder) exec() {
 	if err := f.broker.ForwardIfReady(f.queues...); err != nil {
-		f.logger.Errorf("Could not enqueue scheduled tasks: %v", err)
+		f.logger.Errorf("Failed to forward scheduled tasks: %v", err)
 	}
 }

forwarder_test.go

@@ -10,9 +10,9 @@ import (
 	"time"
 
 	"github.com/google/go-cmp/cmp"
-	h "github.com/hibiken/asynq/internal/asynqtest"
 	"github.com/hibiken/asynq/internal/base"
 	"github.com/hibiken/asynq/internal/rdb"
+	h "github.com/hibiken/asynq/internal/testutil"
 )
 
 func TestForwarder(t *testing.T) {

go.mod

@@ -1,17 +1,19 @@
 module github.com/hibiken/asynq
 
-go 1.13
+go 1.14
 
 require (
-	github.com/go-redis/redis/v7 v7.4.0
+	github.com/go-redis/redis/v8 v8.11.2
-	github.com/golang/protobuf v1.4.1
+	github.com/golang/protobuf v1.4.2
-	github.com/google/go-cmp v0.5.0
+	github.com/google/go-cmp v0.5.6
 	github.com/google/uuid v1.2.0
+	github.com/kr/pretty v0.1.0 // indirect
 	github.com/robfig/cron/v3 v3.0.1
 	github.com/spf13/cast v1.3.1
+	github.com/stretchr/testify v1.6.1 // indirect
 	go.uber.org/goleak v0.10.0
-	golang.org/x/sys v0.0.0-20191204072324-ce4227a45e2e
+	golang.org/x/sys v0.0.0-20210112080510-489259a85091
 	golang.org/x/time v0.0.0-20190308202827-9d24e82272b4
 	google.golang.org/protobuf v1.25.0
-	gopkg.in/yaml.v2 v2.2.7 // indirect
+	gopkg.in/check.v1 v1.0.0-20190902080502-41f04d3bba15 // indirect
 )

go.sum

@@ -1,91 +1,129 @@
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 github.com/BurntSushi/toml v0.3.1/go.mod h1:xHWCNGjB5oqiDr8zfno3MHue2Ht5sIBksp03qcyfWMU=
+github.com/census-instrumentation/opencensus-proto v0.2.1 h1:glEXhBS5PSLLv4IXzLA5yPRVX4bilULVyxxbrfOtDAk=
 github.com/census-instrumentation/opencensus-proto v0.2.1/go.mod h1:f6KPmirojxKA12rnyqOA5BBL4O983OfeGPqjHWSTneU=
+github.com/cespare/xxhash/v2 v2.1.1 h1:6MnRN8NT7+YBpUIWxHtefFZOKTAPgGjpQSxqLNn0+qY=
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+github.com/client9/misspell v0.3.4 h1:ta993UF76GwbvJcIo3Y68y/M3WxlpEHPWIGDkJYwzJI=
 github.com/client9/misspell v0.3.4/go.mod h1:qj6jICC3Q7zFZvVWo7KLAzC3yx5G7kyvSDkc90ppPyw=
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 golang.org/x/exp v0.0.0-20190121172915-509febef88a4/go.mod h1:CJ0aWSM057203Lf6IL+f9T1iT9GByDxfZKAQTCR3kQA=
 golang.org/x/lint v0.0.0-20181026193005-c67002cb31c3/go.mod h1:UVdnD1Gm6xHRNCYTkRU2/jEulfH38KcIWyp/GAMgvoE=
 golang.org/x/lint v0.0.0-20190227174305-5b3e6a55c961/go.mod h1:wehouNa3lNwaWXcvxsM5YxQ5yQlVC4a0KAMCusXpPoU=
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 golang.org/x/lint v0.0.0-20190313153728-d0100b6bd8b3/go.mod h1:6SW0HCj/g11FgYtHlgUYUwCkIfeOF89ocIRzGO/8vkc=
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 golang.org/x/net v0.0.0-20180724234803-3673e40ba225/go.mod h1:mL1N/T3taQHkDXs73rZJwtUhF3w3ftmwwsq0BUmARs4=
 golang.org/x/net v0.0.0-20180826012351-8a410e7b638d/go.mod h1:mL1N/T3taQHkDXs73rZJwtUhF3w3ftmwwsq0BUmARs4=
-golang.org/x/net v0.0.0-20180906233101-161cd47e91fd h1:nTDtHvHSdCn1m6ITfMRqtOd/9+7a3s8RBNOZ3eYZzJA=
 golang.org/x/net v0.0.0-20180906233101-161cd47e91fd/go.mod h1:mL1N/T3taQHkDXs73rZJwtUhF3w3ftmwwsq0BUmARs4=
 golang.org/x/net v0.0.0-20190213061140-3a22650c66bd/go.mod h1:mL1N/T3taQHkDXs73rZJwtUhF3w3ftmwwsq0BUmARs4=
 golang.org/x/net v0.0.0-20190311183353-d8887717615a/go.mod h1:t9HGtf8HONx5eT2rtn7q6eTqICYqUVnKs3thJo3Qplg=
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-golang.org/x/net v0.0.0-20190923162816-aa69164e4478/go.mod h1:z5CRVTTTmAJ677TzLLGU+0bjPO0LkuOLi4/5GtJWs/s=
+golang.org/x/net v0.0.0-20190620200207-3b0461eec859/go.mod h1:z5CRVTTTmAJ677TzLLGU+0bjPO0LkuOLi4/5GtJWs/s=
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+golang.org/x/oauth2 v0.0.0-20180821212333-d2e6202438be h1:vEDujvNQGv4jgYKudGeI/+DAX4Jffq6hpD55MmoEvKs=
 golang.org/x/oauth2 v0.0.0-20180821212333-d2e6202438be/go.mod h1:N/0e6XlmueqKjAGxoOufVs8QHGRruUQn6yWY3a++T0U=
 golang.org/x/sync v0.0.0-20180314180146-1d60e4601c6f/go.mod h1:RxMgew5VJxzue5/jJTE5uejpjVlOe/izrB70Jof72aM=
 golang.org/x/sync v0.0.0-20181108010431-42b317875d0f/go.mod h1:RxMgew5VJxzue5/jJTE5uejpjVlOe/izrB70Jof72aM=
 golang.org/x/sync v0.0.0-20190423024810-112230192c58/go.mod h1:RxMgew5VJxzue5/jJTE5uejpjVlOe/izrB70Jof72aM=
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 golang.org/x/sys v0.0.0-20180830151530-49385e6e1522/go.mod h1:STP8DvDyc/dI5b8T5hshtkjS+E42TnysNCUPdjciGhY=
-golang.org/x/sys v0.0.0-20180909124046-d0be0721c37e h1:o3PsSEY8E4eXWkXrIP9YJALUkVZqzHJT5DOasTyn8Vs=
 golang.org/x/sys v0.0.0-20180909124046-d0be0721c37e/go.mod h1:STP8DvDyc/dI5b8T5hshtkjS+E42TnysNCUPdjciGhY=
 golang.org/x/sys v0.0.0-20190215142949-d0b11bdaac8a/go.mod h1:STP8DvDyc/dI5b8T5hshtkjS+E42TnysNCUPdjciGhY=
-golang.org/x/sys v0.0.0-20191010194322-b09406accb47/go.mod h1:h1NjWce9XRLGQEsW7wpKNCjG9DtNlClVuFLEZdDNbEs=
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-golang.org/x/sys v0.0.0-20191204072324-ce4227a45e2e h1:9vRrk9YW2BTzLP0VCB9ZDjU4cPqkg+IDWL7XgxA1yxQ=
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-golang.org/x/sys v0.0.0-20191204072324-ce4227a45e2e/go.mod h1:h1NjWce9XRLGQEsW7wpKNCjG9DtNlClVuFLEZdDNbEs=
+golang.org/x/sys v0.0.0-20191005200804-aed5e4c7ecf9/go.mod h1:h1NjWce9XRLGQEsW7wpKNCjG9DtNlClVuFLEZdDNbEs=
-golang.org/x/text v0.3.0 h1:g61tztE5qeGQ89tm6NTjjM9VPIm088od1l6aSorWRWg=
+golang.org/x/sys v0.0.0-20191120155948-bd437916bb0e/go.mod h1:h1NjWce9XRLGQEsW7wpKNCjG9DtNlClVuFLEZdDNbEs=
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+golang.org/x/sys v0.0.0-20210112080510-489259a85091/go.mod h1:h1NjWce9XRLGQEsW7wpKNCjG9DtNlClVuFLEZdDNbEs=
 golang.org/x/text v0.3.0/go.mod h1:NqM8EUOU14njkJ3fqMW+pc6Ldnwhi/IjpwHt7yyuwOQ=
-golang.org/x/text v0.3.2 h1:tW2bmiBqwgJj/UpqtC8EpXEZVYOwU0yG4iWbprSVAcs=
+golang.org/x/text v0.3.3 h1:cokOdA+Jmi5PJGXLlLllQSgYigAEfHXJAERHVMaCc2k=
-golang.org/x/text v0.3.2/go.mod h1:bEr9sfX3Q8Zfm5fL9x+3itogRgK3+ptLWKqgva+5dAk=
+golang.org/x/text v0.3.3/go.mod h1:5Zoc/QRtKVWzQhOtBMvqHzDpF6irO9z98xDceosuGiQ=
 golang.org/x/time v0.0.0-20190308202827-9d24e82272b4 h1:SvFZT6jyqRaOeXpc5h/JSfZenJ2O330aBsf7JfSUXmQ=
 golang.org/x/time v0.0.0-20190308202827-9d24e82272b4/go.mod h1:tRJNPiyCQ0inRvYxbN9jk5I+vvW/OXSQhTDSoE431IQ=
 golang.org/x/tools v0.0.0-20180917221912-90fa682c2a6e/go.mod h1:n7NCudcB/nEzxVGmLbDWY5pfWTLqBcC2KZ6jyYvM4mQ=
@@ -93,15 +131,24 @@ golang.org/x/tools v0.0.0-20190114222345-bf090417da8b/go.mod h1:n7NCudcB/nEzxVGm
 golang.org/x/tools v0.0.0-20190226205152-f727befe758c/go.mod h1:9Yl7xja0Znq3iFh3HoIrodX9oNMXvdceNzlUR8zjMvY=
 golang.org/x/tools v0.0.0-20190311212946-11955173bddd/go.mod h1:LCzVGOaR6xXOjkQ3onu1FJEFr0SW1gC7cKk1uF8kGRs=
 golang.org/x/tools v0.0.0-20190524140312-2c0ae7006135/go.mod h1:RgjU9mgBXZiqYHBnxXauZ1Gv1EHHAz9KjViQ78xBX0Q=
-golang.org/x/xerrors v0.0.0-20191204190536-9bdfabe68543 h1:E7g+9GITq07hpfrRu66IVDexMakfv52eLZ2CXBWiKr4=
+golang.org/x/tools v0.0.0-20191119224855-298f0cb1881e/go.mod h1:b+2E5dAYhXwXZwtnZ6UAqBI28+e2cm9otk0dWdXHAEo=
+golang.org/x/tools v0.0.0-20201224043029-2b0845dc783e h1:4nW4NLDYnU28ojHaHO8OVxFHk/aQ33U01a9cjED+pzE=
+golang.org/x/tools v0.0.0-20201224043029-2b0845dc783e/go.mod h1:emZCQorbCU4vsT4fOWvOPXz4eW1wZW4PmDk9uLelYpA=
+golang.org/x/xerrors v0.0.0-20190717185122-a985d3407aa7/go.mod h1:I/5z698sn9Ka8TeJc9MKroUUfqBBauWjQqLJ2OPfmY0=
+golang.org/x/xerrors v0.0.0-20191011141410-1b5146add898/go.mod h1:I/5z698sn9Ka8TeJc9MKroUUfqBBauWjQqLJ2OPfmY0=
 golang.org/x/xerrors v0.0.0-20191204190536-9bdfabe68543/go.mod h1:I/5z698sn9Ka8TeJc9MKroUUfqBBauWjQqLJ2OPfmY0=
+golang.org/x/xerrors v0.0.0-20200804184101-5ec99f83aff1 h1:go1bK/D/BFZV2I8cIQd1NKEZ+0owSTG1fDTci4IqFcE=
+golang.org/x/xerrors v0.0.0-20200804184101-5ec99f83aff1/go.mod h1:I/5z698sn9Ka8TeJc9MKroUUfqBBauWjQqLJ2OPfmY0=
 google.golang.org/appengine v1.1.0/go.mod h1:EbEs0AVv82hx2wNQdGPgUI5lhzA/G0D9YwlJXL52JkM=
+google.golang.org/appengine v1.4.0 h1:/wp5JvzpHIxhs/dumFmF7BXTf3Z+dd4uXta4kVyO508=
 google.golang.org/appengine v1.4.0/go.mod h1:xpcJRLb0r/rnEns0DIKYYv+WjYCduHsrkT7/EB5XEv4=
 google.golang.org/genproto v0.0.0-20180817151627-c66870c02cf8/go.mod h1:JiN7NxoALGmiZfu7CAH4rXhgtRTLTxftemlI0sWmxmc=
 google.golang.org/genproto v0.0.0-20190819201941-24fa4b261c55/go.mod h1:DMBHOl98Agz4BDEuKkezgsaosCRResVns1a3J2ZsMNc=
+google.golang.org/genproto v0.0.0-20200526211855-cb27e3aa2013 h1:+kGHl1aib/qcwaRi1CbqBZ1rk19r85MNUf8HaBghugY=
 google.golang.org/genproto v0.0.0-20200526211855-cb27e3aa2013/go.mod h1:NbSheEEYHJ7i3ixzK3sjbqSGDJWnxyFXZblF3eUsNvo=
 google.golang.org/grpc v1.19.0/go.mod h1:mqu4LbDTu4XGKhr4mRzUsmM4RtVoemTSY81AxZiDr8c=
 google.golang.org/grpc v1.23.0/go.mod h1:Y5yQAOtifL1yxbo5wqy6BxZv8vAUGQwXBOALyacEbxg=
+google.golang.org/grpc v1.27.0 h1:rRYRFMVgRv6E0D70Skyfsr28tDXIuuPZyWGMPdMcnXg=
 google.golang.org/grpc v1.27.0/go.mod h1:qbnxyOmOxrQa7FizSgH+ReBfzJrCY1pSN7KXBS8abTk=
 google.golang.org/protobuf v0.0.0-20200109180630-ec00e32a8dfd/go.mod h1:DFci5gLYBciE7Vtevhsrf46CRTquxDuWsQurQQe4oz8=
 google.golang.org/protobuf v0.0.0-20200221191635-4d8936d0db64/go.mod h1:kwYJMbMJ01Woi6D6+Kah6886xMZcty6N08ah7+eCXa0=
@@ -109,6 +156,7 @@ google.golang.org/protobuf v0.0.0-20200228230310-ab0ca4ff8a60/go.mod h1:cfTl7dwQ
 google.golang.org/protobuf v1.20.1-0.20200309200217-e05f789c0967/go.mod h1:A+miEFZTKqfCUM6K7xSMQL9OKL/b6hQv+e19PK+JZNE=
 google.golang.org/protobuf v1.21.0/go.mod h1:47Nbq4nVaFHyn7ilMalzfO3qCViNmqZ2kzikPIcrTAo=
 google.golang.org/protobuf v1.22.0/go.mod h1:EGpADcykh3NcUnDUJcl1+ZksZNG86OlYog2l/sGQquU=
+google.golang.org/protobuf v1.23.0/go.mod h1:EGpADcykh3NcUnDUJcl1+ZksZNG86OlYog2l/sGQquU=
 google.golang.org/protobuf v1.23.1-0.20200526195155-81db48ad09cc/go.mod h1:EGpADcykh3NcUnDUJcl1+ZksZNG86OlYog2l/sGQquU=
 google.golang.org/protobuf v1.25.0 h1:Ejskq+SyPohKW+1uil0JJMtmHCgJPJ/qWTxr8qp+R4c=
 google.golang.org/protobuf v1.25.0/go.mod h1:9JNX74DMeImyA3h4bdi1ymwjUzf21/xIlbajtzgsN7c=
@@ -119,10 +167,11 @@ gopkg.in/fsnotify.v1 v1.4.7 h1:xOHLXZwVvI9hhs+cLKq5+I5onOuwQLhQwiu63xxlHs4=
 gopkg.in/fsnotify.v1 v1.4.7/go.mod h1:Tz8NjZHkW78fSQdbUxIjBTcgA1z1m8ZHf0WmKUhAMys=
 gopkg.in/tomb.v1 v1.0.0-20141024135613-dd632973f1e7 h1:uRGJdciOHaEIrze2W8Q3AKkepLTh2hOroT7a+7czfdQ=
 gopkg.in/tomb.v1 v1.0.0-20141024135613-dd632973f1e7/go.mod h1:dt/ZhP58zS4L8KSrWDmTeBkI65Dw0HsyUHuEVlX15mw=
-gopkg.in/yaml.v2 v2.2.1 h1:mUhvW9EsL+naU5Q3cakzfE91YhliOondGd6ZrsDBHQE=
-gopkg.in/yaml.v2 v2.2.1/go.mod h1:hI93XBmqTisBFMUTm0b8Fm+jr3Dg1NNxqwp+5A1VGuI=
 gopkg.in/yaml.v2 v2.2.4/go.mod h1:hI93XBmqTisBFMUTm0b8Fm+jr3Dg1NNxqwp+5A1VGuI=
-gopkg.in/yaml.v2 v2.2.7 h1:VUgggvou5XRW9mHwD/yXxIYSMtY0zoKQf/v226p2nyo=
+gopkg.in/yaml.v2 v2.3.0 h1:clyUAQHOM3G0M3f5vQj7LuJrETvjVot3Z5el9nffUtU=
-gopkg.in/yaml.v2 v2.2.7/go.mod h1:hI93XBmqTisBFMUTm0b8Fm+jr3Dg1NNxqwp+5A1VGuI=
+gopkg.in/yaml.v2 v2.3.0/go.mod h1:hI93XBmqTisBFMUTm0b8Fm+jr3Dg1NNxqwp+5A1VGuI=
+gopkg.in/yaml.v3 v3.0.0-20200313102051-9f266ea9e77c h1:dUUwHk2QECo/6vqA44rthZ8ie2QXMNeKRTHCNY2nXvo=
+gopkg.in/yaml.v3 v3.0.0-20200313102051-9f266ea9e77c/go.mod h1:K4uyk7z7BCEPqu6E+C64Yfv1cQ7kz7rIZviUmN+EgEM=
 honnef.co/go/tools v0.0.0-20190102054323-c2f93a96b099/go.mod h1:rf3lG4BRIbNafJWhAfAdb/ePZxsR/4RtNHQocxwk9r4=
+honnef.co/go/tools v0.0.0-20190523083050-ea95bdfd59fc h1:/hemPrYIhOhy8zYrNj+069zDB68us2sMGsfkFJO0iZs=
 honnef.co/go/tools v0.0.0-20190523083050-ea95bdfd59fc/go.mod h1:rf3lG4BRIbNafJWhAfAdb/ePZxsR/4RtNHQocxwk9r4=

heartbeat.go

@@ -12,6 +12,7 @@ import (
 	"github.com/google/uuid"
 	"github.com/hibiken/asynq/internal/base"
 	"github.com/hibiken/asynq/internal/log"
+	"github.com/hibiken/asynq/internal/timeutil"
 )
 
 // heartbeater is responsible for writing process info to redis periodically to
@@ -19,6 +20,7 @@ import (
 type heartbeater struct {
 	logger *log.Logger
 	broker base.Broker
+	clock  timeutil.Clock
 
 	// channel to communicate back to the long running "heartbeater" goroutine.
 	done chan struct{}
@@ -41,7 +43,7 @@ type heartbeater struct {
 	workers map[string]*workerInfo
 
 	// state is shared with other goroutine but is concurrency safe.
-	state *base.ServerState
+	state *serverState
 
 	// channels to receive updates on active workers.
 	starting <-chan *workerInfo
@@ -55,7 +57,7 @@ type heartbeaterParams struct {
 	concurrency    int
 	queues         map[string]int
 	strictPriority bool
-	state          *base.ServerState
+	state          *serverState
 	starting       <-chan *workerInfo
 	finished       <-chan *base.TaskMessage
 }
@@ -69,6 +71,7 @@ func newHeartbeater(params heartbeaterParams) *heartbeater {
 	return &heartbeater{
 		logger:   params.logger,
 		broker:   params.broker,
+		clock:    timeutil.NewRealClock(),
 		done:     make(chan struct{}),
 		interval: params.interval,
 
@@ -100,6 +103,8 @@ type workerInfo struct {
 	started time.Time
 	// deadline the worker has to finish processing the task by.
 	deadline time.Time
+	// lease the worker holds for the task.
+	lease *base.Lease
 }
 
 func (h *heartbeater) start(wg *sync.WaitGroup) {
@@ -107,7 +112,7 @@ func (h *heartbeater) start(wg *sync.WaitGroup) {
 	go func() {
 		defer wg.Done()
 
-		h.started = time.Now()
+		h.started = h.clock.Now()
 
 		h.beat()
 
@@ -125,16 +130,21 @@ func (h *heartbeater) start(wg *sync.WaitGroup) {
 				timer.Reset(h.interval)
 
 			case w := <-h.starting:
-				h.workers[w.msg.ID.String()] = w
+				h.workers[w.msg.ID] = w
 
 			case msg := <-h.finished:
-				delete(h.workers, msg.ID.String())
+				delete(h.workers, msg.ID)
 			}
 		}
 	}()
 }
 
+// beat extends lease for workers and writes server/worker info to redis.
 func (h *heartbeater) beat() {
+	h.state.mu.Lock()
+	srvStatus := h.state.value.String()
+	h.state.mu.Unlock()
+
 	info := base.ServerInfo{
 		Host:              h.host,
 		PID:               h.pid,
@@ -142,12 +152,13 @@ func (h *heartbeater) beat() {
 		Concurrency:       h.concurrency,
 		Queues:            h.queues,
 		StrictPriority:    h.strictPriority,
-		Status:            h.state.String(),
+		Status:            srvStatus,
 		Started:           h.started,
 		ActiveWorkerCount: len(h.workers),
 	}
 
 	var ws []*base.WorkerInfo
+	idsByQueue := make(map[string][]string)
 	for id, w := range h.workers {
 		ws = append(ws, &base.WorkerInfo{
 			Host:     h.host,
@@ -160,11 +171,30 @@ func (h *heartbeater) beat() {
 			Started:  w.started,
 			Deadline: w.deadline,
 		})
+		// Check lease before adding to the set to make sure not to extend the lease if the lease is already expired.
+		if w.lease.IsValid() {
+			idsByQueue[w.msg.Queue] = append(idsByQueue[w.msg.Queue], id)
+		} else {
+			w.lease.NotifyExpiration() // notify processor if the lease is expired
+		}
 	}
 
 	// Note: Set TTL to be long enough so that it won't expire before we write again
 	// and short enough to expire quickly once the process is shut down or killed.
 	if err := h.broker.WriteServerState(&info, ws, h.interval*2); err != nil {
-		h.logger.Errorf("could not write server state data: %v", err)
+		h.logger.Errorf("Failed to write server state data: %v", err)
+	}
+
+	for qname, ids := range idsByQueue {
+		expirationTime, err := h.broker.ExtendLease(qname, ids...)
+		if err != nil {
+			h.logger.Errorf("Failed to extend lease for tasks %v: %v", ids, err)
+			continue
+		}
+		for _, id := range ids {
+			if l := h.workers[id].lease; !l.Reset(expirationTime) {
+				h.logger.Warnf("Lease reset failed for %s; lease deadline: %v", id, l.Deadline())
+			}
+		}
 	}
 }

heartbeat_test.go

@@ -5,31 +5,154 @@
 package asynq
 
 import (
+	"context"
 	"sync"
 	"testing"
 	"time"
 
 	"github.com/google/go-cmp/cmp"
 	"github.com/google/go-cmp/cmp/cmpopts"
-	h "github.com/hibiken/asynq/internal/asynqtest"
 	"github.com/hibiken/asynq/internal/base"
 	"github.com/hibiken/asynq/internal/rdb"
 	"github.com/hibiken/asynq/internal/testbroker"
+	h "github.com/hibiken/asynq/internal/testutil"
+	"github.com/hibiken/asynq/internal/timeutil"
 )
 
+// Test goes through a few phases.
+//
+// Phase1: Simulate Server startup; Simulate starting tasks listed in startedWorkers
+// Phase2: Simluate finishing tasks listed in finishedTasks
+// Phase3: Simulate Server shutdown;
 func TestHeartbeater(t *testing.T) {
 	r := setup(t)
 	defer r.Close()
 	rdbClient := rdb.NewRDB(r)
 
+	now := time.Now()
+	const elapsedTime = 10 * time.Second // simulated time elapsed between phase1 and phase2
+
+	clock := timeutil.NewSimulatedClock(time.Time{}) // time will be set in each test
+
+	t1 := h.NewTaskMessageWithQueue("task1", nil, "default")
+	t2 := h.NewTaskMessageWithQueue("task2", nil, "default")
+	t3 := h.NewTaskMessageWithQueue("task3", nil, "default")
+	t4 := h.NewTaskMessageWithQueue("task4", nil, "custom")
+	t5 := h.NewTaskMessageWithQueue("task5", nil, "custom")
+	t6 := h.NewTaskMessageWithQueue("task6", nil, "default")
+
+	// Note: intentionally set to time less than now.Add(rdb.LeaseDuration) to test lease extention is working.
+	lease1 := h.NewLeaseWithClock(now.Add(10*time.Second), clock)
+	lease2 := h.NewLeaseWithClock(now.Add(10*time.Second), clock)
+	lease3 := h.NewLeaseWithClock(now.Add(10*time.Second), clock)
+	lease4 := h.NewLeaseWithClock(now.Add(10*time.Second), clock)
+	lease5 := h.NewLeaseWithClock(now.Add(10*time.Second), clock)
+	lease6 := h.NewLeaseWithClock(now.Add(10*time.Second), clock)
+
 	tests := []struct {
-		interval    time.Duration
+		desc string
+
+		// Interval between heartbeats.
+		interval time.Duration
+
+		// Server info.
 		host        string
 		pid         int
 		queues      map[string]int
 		concurrency int
+
+		active         map[string][]*base.TaskMessage // initial active set state
+		lease          map[string][]base.Z            // initial lease set state
+		wantLease1     map[string][]base.Z            // expected lease set state after starting all startedWorkers
+		wantLease2     map[string][]base.Z            // expected lease set state after finishing all finishedTasks
+		startedWorkers []*workerInfo                  // workerInfo to send via the started channel
+		finishedTasks  []*base.TaskMessage            // tasks to send via the finished channel
+
+		startTime   time.Time     // simulated start time
+		elapsedTime time.Duration // simulated time elapsed between starting and finishing processing tasks
 	}{
-		{2 * time.Second, "localhost", 45678, map[string]int{"default": 1}, 10},
+		{
+			desc:        "With single queue",
+			interval:    2 * time.Second,
+			host:        "localhost",
+			pid:         45678,
+			queues:      map[string]int{"default": 1},
+			concurrency: 10,
+			active: map[string][]*base.TaskMessage{
+				"default": {t1, t2, t3},
+			},
+			lease: map[string][]base.Z{
+				"default": {
+					{Message: t1, Score: now.Add(10 * time.Second).Unix()},
+					{Message: t2, Score: now.Add(10 * time.Second).Unix()},
+					{Message: t3, Score: now.Add(10 * time.Second).Unix()},
+				},
+			},
+			startedWorkers: []*workerInfo{
+				{msg: t1, started: now, deadline: now.Add(2 * time.Minute), lease: lease1},
+				{msg: t2, started: now, deadline: now.Add(2 * time.Minute), lease: lease2},
+				{msg: t3, started: now, deadline: now.Add(2 * time.Minute), lease: lease3},
+			},
+			finishedTasks: []*base.TaskMessage{t1, t2},
+			wantLease1: map[string][]base.Z{
+				"default": {
+					{Message: t1, Score: now.Add(rdb.LeaseDuration).Unix()},
+					{Message: t2, Score: now.Add(rdb.LeaseDuration).Unix()},
+					{Message: t3, Score: now.Add(rdb.LeaseDuration).Unix()},
+				},
+			},
+			wantLease2: map[string][]base.Z{
+				"default": {
+					{Message: t3, Score: now.Add(elapsedTime).Add(rdb.LeaseDuration).Unix()},
+				},
+			},
+			startTime:   now,
+			elapsedTime: elapsedTime,
+		},
+		{
+			desc:        "With multiple queue",
+			interval:    2 * time.Second,
+			host:        "localhost",
+			pid:         45678,
+			queues:      map[string]int{"default": 1, "custom": 2},
+			concurrency: 10,
+			active: map[string][]*base.TaskMessage{
+				"default": {t6},
+				"custom":  {t4, t5},
+			},
+			lease: map[string][]base.Z{
+				"default": {
+					{Message: t6, Score: now.Add(10 * time.Second).Unix()},
+				},
+				"custom": {
+					{Message: t4, Score: now.Add(10 * time.Second).Unix()},
+					{Message: t5, Score: now.Add(10 * time.Second).Unix()},
+				},
+			},
+			startedWorkers: []*workerInfo{
+				{msg: t6, started: now, deadline: now.Add(2 * time.Minute), lease: lease6},
+				{msg: t4, started: now, deadline: now.Add(2 * time.Minute), lease: lease4},
+				{msg: t5, started: now, deadline: now.Add(2 * time.Minute), lease: lease5},
+			},
+			finishedTasks: []*base.TaskMessage{t6, t5},
+			wantLease1: map[string][]base.Z{
+				"default": {
+					{Message: t6, Score: now.Add(rdb.LeaseDuration).Unix()},
+				},
+				"custom": {
+					{Message: t4, Score: now.Add(rdb.LeaseDuration).Unix()},
+					{Message: t5, Score: now.Add(rdb.LeaseDuration).Unix()},
+				},
+			},
+			wantLease2: map[string][]base.Z{
+				"default": {},
+				"custom": {
+					{Message: t4, Score: now.Add(elapsedTime).Add(rdb.LeaseDuration).Unix()},
+				},
+			},
+			startTime:   now,
+			elapsedTime: elapsedTime,
+		},
 	}
 
 	timeCmpOpt := cmpopts.EquateApproxTime(10 * time.Millisecond)
@@ -37,8 +160,15 @@ func TestHeartbeater(t *testing.T) {
 	ignoreFieldOpt := cmpopts.IgnoreFields(base.ServerInfo{}, "ServerID")
 	for _, tc := range tests {
 		h.FlushDB(t, r)
+		h.SeedAllActiveQueues(t, r, tc.active)
+		h.SeedAllLease(t, r, tc.lease)
 
-		state := base.NewServerState()
+		clock.SetTime(tc.startTime)
+		rdbClient.SetClock(clock)
+
+		srvState := &serverState{}
+		startingCh := make(chan *workerInfo)
+		finishedCh := make(chan *base.TaskMessage)
 		hb := newHeartbeater(heartbeaterParams{
 			logger:         testLogger,
 			broker:         rdbClient,
@@ -46,72 +176,134 @@ func TestHeartbeater(t *testing.T) {
 			concurrency:    tc.concurrency,
 			queues:         tc.queues,
 			strictPriority: false,
-			state:          state,
+			state:          srvState,
-			starting:       make(chan *workerInfo),
+			starting:       startingCh,
-			finished:       make(chan *base.TaskMessage),
+			finished:       finishedCh,
 		})
+		hb.clock = clock
 
 		// Change host and pid fields for testing purpose.
 		hb.host = tc.host
 		hb.pid = tc.pid
 
-		state.Set(base.StateActive)
+		//===================
+		// Start Phase1
+		//===================
+
+		srvState.mu.Lock()
+		srvState.value = srvStateActive // simulating Server.Start
+		srvState.mu.Unlock()
+
 		var wg sync.WaitGroup
 		hb.start(&wg)
 
-		want := &base.ServerInfo{
+		// Simulate processor starting to work on tasks.
-			Host:        tc.host,
+		for _, w := range tc.startedWorkers {
-			PID:         tc.pid,
+			startingCh <- w
-			Queues:      tc.queues,
-			Concurrency: tc.concurrency,
-			Started:     time.Now(),
-			Status:      "active",
 		}
 
-		// allow for heartbeater to write to redis
+		// Wait for heartbeater to write to redis
-		time.Sleep(tc.interval)
+		time.Sleep(tc.interval * 2)
 
 		ss, err := rdbClient.ListServers()
 		if err != nil {
-			t.Errorf("could not read server info from redis: %v", err)
+			t.Errorf("%s: could not read server info from redis: %v", tc.desc, err)
 			hb.shutdown()
 			continue
 		}
 
 		if len(ss) != 1 {
-			t.Errorf("(*RDB).ListServers returned %d process info, want 1", len(ss))
+			t.Errorf("%s: (*RDB).ListServers returned %d server info, want 1", tc.desc, len(ss))
 			hb.shutdown()
 			continue
 		}
 
-		if diff := cmp.Diff(want, ss[0], timeCmpOpt, ignoreOpt, ignoreFieldOpt); diff != "" {
+		wantInfo := &base.ServerInfo{
-			t.Errorf("redis stored process status %+v, want %+v; (-want, +got)\n%s", ss[0], want, diff)
+			Host:              tc.host,
+			PID:               tc.pid,
+			Queues:            tc.queues,
+			Concurrency:       tc.concurrency,
+			Started:           now,
+			Status:            "active",
+			ActiveWorkerCount: len(tc.startedWorkers),
+		}
+		if diff := cmp.Diff(wantInfo, ss[0], timeCmpOpt, ignoreOpt, ignoreFieldOpt); diff != "" {
+			t.Errorf("%s: redis stored server status %+v, want %+v; (-want, +got)\n%s", tc.desc, ss[0], wantInfo, diff)
 			hb.shutdown()
 			continue
 		}
 
-		// status change
+		for qname, wantLease := range tc.wantLease1 {
-		state.Set(base.StateClosed)
+			gotLease := h.GetLeaseEntries(t, r, qname)
+			if diff := cmp.Diff(wantLease, gotLease, h.SortZSetEntryOpt); diff != "" {
+				t.Errorf("%s: mismatch found in %q: (-want,+got):\n%s", tc.desc, base.LeaseKey(qname), diff)
+			}
+		}
 
-		// allow for heartbeater to write to redis
+		for _, w := range tc.startedWorkers {
+			if want := now.Add(rdb.LeaseDuration); w.lease.Deadline() != want {
+				t.Errorf("%s: lease deadline for %v is set to %v, want %v", tc.desc, w.msg, w.lease.Deadline(), want)
+			}
+		}
+
+		//===================
+		// Start Phase2
+		//===================
+
+		clock.AdvanceTime(tc.elapsedTime)
+		// Simulate processor finished processing tasks.
+		for _, msg := range tc.finishedTasks {
+			if err := rdbClient.Done(context.Background(), msg); err != nil {
+				t.Fatalf("RDB.Done failed: %v", err)
+			}
+			finishedCh <- msg
+		}
+		// Wait for heartbeater to write to redis
 		time.Sleep(tc.interval * 2)
 
-		want.Status = "closed"
+		for qname, wantLease := range tc.wantLease2 {
+			gotLease := h.GetLeaseEntries(t, r, qname)
+			if diff := cmp.Diff(wantLease, gotLease, h.SortZSetEntryOpt); diff != "" {
+				t.Errorf("%s: mismatch found in %q: (-want,+got):\n%s", tc.desc, base.LeaseKey(qname), diff)
+			}
+		}
+
+		//===================
+		// Start Phase3
+		//===================
+
+		// Server state change; simulating Server.Shutdown
+		srvState.mu.Lock()
+		srvState.value = srvStateClosed
+		srvState.mu.Unlock()
+
+		// Wait for heartbeater to write to redis
+		time.Sleep(tc.interval * 2)
+
+		wantInfo = &base.ServerInfo{
+			Host:              tc.host,
+			PID:               tc.pid,
+			Queues:            tc.queues,
+			Concurrency:       tc.concurrency,
+			Started:           now,
+			Status:            "closed",
+			ActiveWorkerCount: len(tc.startedWorkers) - len(tc.finishedTasks),
+		}
 		ss, err = rdbClient.ListServers()
 		if err != nil {
-			t.Errorf("could not read process status from redis: %v", err)
+			t.Errorf("%s: could not read server status from redis: %v", tc.desc, err)
 			hb.shutdown()
 			continue
 		}
 
 		if len(ss) != 1 {
-			t.Errorf("(*RDB).ListProcesses returned %d process info, want 1", len(ss))
+			t.Errorf("%s: (*RDB).ListServers returned %d server info, want 1", tc.desc, len(ss))
 			hb.shutdown()
 			continue
 		}
 
-		if diff := cmp.Diff(want, ss[0], timeCmpOpt, ignoreOpt, ignoreFieldOpt); diff != "" {
+		if diff := cmp.Diff(wantInfo, ss[0], timeCmpOpt, ignoreOpt, ignoreFieldOpt); diff != "" {
-			t.Errorf("redis stored process status %+v, want %+v; (-want, +got)\n%s", ss[0], want, diff)
+			t.Errorf("%s: redis stored process status %+v, want %+v; (-want, +got)\n%s", tc.desc, ss[0], wantInfo, diff)
 			hb.shutdown()
 			continue
 		}
@@ -131,8 +323,7 @@ func TestHeartbeaterWithRedisDown(t *testing.T) {
 	r := rdb.NewRDB(setup(t))
 	defer r.Close()
 	testBroker := testbroker.NewTestBroker(r)
-	state := base.NewServerState()
+	state := &serverState{value: srvStateActive}
-	state.Set(base.StateActive)
 	hb := newHeartbeater(heartbeaterParams{
 		logger:         testLogger,
 		broker:         testBroker,

inspector.go

@@ -10,8 +10,7 @@ import (
 	"strings"
 	"time"
 
-	"github.com/go-redis/redis/v7"
+	"github.com/go-redis/redis/v8"
-	"github.com/google/uuid"
 	"github.com/hibiken/asynq/internal/base"
 	"github.com/hibiken/asynq/internal/errors"
 	"github.com/hibiken/asynq/internal/rdb"
@@ -44,18 +43,50 @@ func (i *Inspector) Queues() ([]string, error) {
 	return i.rdb.AllQueues()
 }
 
-// QueueInfo represents a state of queues at a certain time.
+// Groups returns a list of all groups within the given queue.
+func (i *Inspector) Groups(queue string) ([]*GroupInfo, error) {
+	stats, err := i.rdb.GroupStats(queue)
+	if err != nil {
+		return nil, err
+	}
+	var res []*GroupInfo
+	for _, s := range stats {
+		res = append(res, &GroupInfo{
+			Group: s.Group,
+			Size:  s.Size,
+		})
+	}
+	return res, nil
+}
+
+// GroupInfo represents a state of a group at a cerntain time.
+type GroupInfo struct {
+	// Name of the group.
+	Group string
+
+	// Size is the total number of tasks in the group.
+	Size int
+}
+
+// QueueInfo represents a state of a queue at a certain time.
 type QueueInfo struct {
 	// Name of the queue.
 	Queue string
 
 	// Total number of bytes that the queue and its tasks require to be stored in redis.
+	// It is an approximate memory usage value in bytes since the value is computed by sampling.
 	MemoryUsage int64
 
+	// Latency of the queue, measured by the oldest pending task in the queue.
+	Latency time.Duration
+
 	// Size is the total number of tasks in the queue.
-	// The value is the sum of Pending, Active, Scheduled, Retry, and Archived.
+	// The value is the sum of Pending, Active, Scheduled, Retry, Aggregating and Archived.
 	Size int
 
+	// Groups is the total number of groups in the queue.
+	Groups int
+
 	// Number of pending tasks.
 	Pending int
 	// Number of active tasks.
@@ -66,13 +97,22 @@ type QueueInfo struct {
 	Retry int
 	// Number of archived tasks.
 	Archived int
+	// Number of stored completed tasks.
+	Completed int
+	// Number of aggregating tasks.
+	Aggregating int
 
-	// Total number of tasks being processed during the given date.
+	// Total number of tasks being processed within the given date (counter resets daily).
 	// The number includes both succeeded and failed tasks.
 	Processed int
-	// Total number of tasks failed to be processed during the given date.
+	// Total number of tasks failed to be processed within the given date (counter resets daily).
 	Failed int
 
+	// Total number of tasks processed (cumulative).
+	ProcessedTotal int
+	// Total number of tasks failed (cumulative).
+	FailedTotal int
+
 	// Paused indicates whether the queue is paused.
 	// If true, tasks in the queue will not be processed.
 	Paused bool
@@ -82,27 +122,33 @@ type QueueInfo struct {
 }
 
 // GetQueueInfo returns current information of the given queue.
-func (i *Inspector) GetQueueInfo(qname string) (*QueueInfo, error) {
+func (i *Inspector) GetQueueInfo(queue string) (*QueueInfo, error) {
-	if err := base.ValidateQueueName(qname); err != nil {
+	if err := base.ValidateQueueName(queue); err != nil {
 		return nil, err
 	}
-	stats, err := i.rdb.CurrentStats(qname)
+	stats, err := i.rdb.CurrentStats(queue)
 	if err != nil {
 		return nil, err
 	}
 	return &QueueInfo{
-		Queue:       stats.Queue,
+		Queue:          stats.Queue,
-		MemoryUsage: stats.MemoryUsage,
+		MemoryUsage:    stats.MemoryUsage,
-		Size:        stats.Size,
+		Latency:        stats.Latency,
-		Pending:     stats.Pending,
+		Size:           stats.Size,
-		Active:      stats.Active,
+		Groups:         stats.Groups,
-		Scheduled:   stats.Scheduled,
+		Pending:        stats.Pending,
-		Retry:       stats.Retry,
+		Active:         stats.Active,
-		Archived:    stats.Archived,
+		Scheduled:      stats.Scheduled,
-		Processed:   stats.Processed,
+		Retry:          stats.Retry,
-		Failed:      stats.Failed,
+		Archived:       stats.Archived,
-		Paused:      stats.Paused,
+		Completed:      stats.Completed,
-		Timestamp:   stats.Timestamp,
+		Aggregating:    stats.Aggregating,
+		Processed:      stats.Processed,
+		Failed:         stats.Failed,
+		ProcessedTotal: stats.ProcessedTotal,
+		FailedTotal:    stats.FailedTotal,
+		Paused:         stats.Paused,
+		Timestamp:      stats.Timestamp,
 	}, nil
 }
 
@@ -120,11 +166,11 @@ type DailyStats struct {
 }
 
 // History returns a list of stats from the last n days.
-func (i *Inspector) History(qname string, n int) ([]*DailyStats, error) {
+func (i *Inspector) History(queue string, n int) ([]*DailyStats, error) {
-	if err := base.ValidateQueueName(qname); err != nil {
+	if err := base.ValidateQueueName(queue); err != nil {
 		return nil, err
 	}
-	stats, err := i.rdb.HistoricalStats(qname, n)
+	stats, err := i.rdb.HistoricalStats(queue, n)
 	if err != nil {
 		return nil, err
 	}
@@ -161,27 +207,23 @@ var (
 // If the specified queue does not exist, DeleteQueue returns ErrQueueNotFound.
 // If force is set to false and the specified queue is not empty, DeleteQueue
 // returns ErrQueueNotEmpty.
-func (i *Inspector) DeleteQueue(qname string, force bool) error {
+func (i *Inspector) DeleteQueue(queue string, force bool) error {
-	err := i.rdb.RemoveQueue(qname, force)
+	err := i.rdb.RemoveQueue(queue, force)
 	if errors.IsQueueNotFound(err) {
-		return fmt.Errorf("%w: queue=%q", ErrQueueNotFound, qname)
+		return fmt.Errorf("%w: queue=%q", ErrQueueNotFound, queue)
 	}
 	if errors.IsQueueNotEmpty(err) {
-		return fmt.Errorf("%w: queue=%q", ErrQueueNotEmpty, qname)
+		return fmt.Errorf("%w: queue=%q", ErrQueueNotEmpty, queue)
 	}
 	return err
 }
 
 // GetTaskInfo retrieves task information given a task id and queue name.
 //
-// Returns ErrQueueNotFound if a queue with the given name doesn't exist.
+// Returns an error wrapping ErrQueueNotFound if a queue with the given name doesn't exist.
-// Returns ErrTaskNotFound if a task with the given id doesn't exist in the queue.
+// Returns an error wrapping ErrTaskNotFound if a task with the given id doesn't exist in the queue.
-func (i *Inspector) GetTaskInfo(qname, id string) (*TaskInfo, error) {
+func (i *Inspector) GetTaskInfo(queue, id string) (*TaskInfo, error) {
-	taskid, err := uuid.Parse(id)
+	info, err := i.rdb.GetTaskInfo(queue, id)
-	if err != nil {
-		return nil, fmt.Errorf("asynq: %s is not a valid task id", id)
-	}
-	info, err := i.rdb.GetTaskInfo(qname, taskid)
 	switch {
 	case errors.IsQueueNotFound(err):
 		return nil, fmt.Errorf("asynq: %w", ErrQueueNotFound)
@@ -190,7 +232,7 @@ func (i *Inspector) GetTaskInfo(qname, id string) (*TaskInfo, error) {
 	case err != nil:
 		return nil, fmt.Errorf("asynq: %v", err)
 	}
-	return newTaskInfo(info.Message, info.State, info.NextProcessAt), nil
+	return newTaskInfo(info.Message, info.State, info.NextProcessAt, info.Result), nil
 }
 
 // ListOption specifies behavior of list operation.
@@ -257,23 +299,27 @@ func Page(n int) ListOption {
 // ListPendingTasks retrieves pending tasks from the specified queue.
 //
 // By default, it retrieves the first 30 tasks.
-func (i *Inspector) ListPendingTasks(qname string, opts ...ListOption) ([]*TaskInfo, error) {
+func (i *Inspector) ListPendingTasks(queue string, opts ...ListOption) ([]*TaskInfo, error) {
-	if err := base.ValidateQueueName(qname); err != nil {
+	if err := base.ValidateQueueName(queue); err != nil {
 		return nil, fmt.Errorf("asynq: %v", err)
 	}
 	opt := composeListOptions(opts...)
 	pgn := rdb.Pagination{Size: opt.pageSize, Page: opt.pageNum - 1}
-	msgs, err := i.rdb.ListPending(qname, pgn)
+	infos, err := i.rdb.ListPending(queue, pgn)
 	switch {
 	case errors.IsQueueNotFound(err):
 		return nil, fmt.Errorf("asynq: %w", ErrQueueNotFound)
 	case err != nil:
 		return nil, fmt.Errorf("asynq: %v", err)
 	}
-	now := time.Now()
 	var tasks []*TaskInfo
-	for _, m := range msgs {
+	for _, i := range infos {
-		tasks = append(tasks, newTaskInfo(m, base.TaskStatePending, now))
+		tasks = append(tasks, newTaskInfo(
+			i.Message,
+			i.State,
+			i.NextProcessAt,
+			i.Result,
+		))
 	}
 	return tasks, err
 }
@@ -281,13 +327,53 @@ func (i *Inspector) ListPendingTasks(qname string, opts ...ListOption) ([]*TaskI
 // ListActiveTasks retrieves active tasks from the specified queue.
 //
 // By default, it retrieves the first 30 tasks.
-func (i *Inspector) ListActiveTasks(qname string, opts ...ListOption) ([]*TaskInfo, error) {
+func (i *Inspector) ListActiveTasks(queue string, opts ...ListOption) ([]*TaskInfo, error) {
-	if err := base.ValidateQueueName(qname); err != nil {
+	if err := base.ValidateQueueName(queue); err != nil {
 		return nil, fmt.Errorf("asynq: %v", err)
 	}
 	opt := composeListOptions(opts...)
 	pgn := rdb.Pagination{Size: opt.pageSize, Page: opt.pageNum - 1}
-	msgs, err := i.rdb.ListActive(qname, pgn)
+	infos, err := i.rdb.ListActive(queue, pgn)
+	switch {
+	case errors.IsQueueNotFound(err):
+		return nil, fmt.Errorf("asynq: %w", ErrQueueNotFound)
+	case err != nil:
+		return nil, fmt.Errorf("asynq: %v", err)
+	}
+	expired, err := i.rdb.ListLeaseExpired(time.Now(), queue)
+	if err != nil {
+		return nil, fmt.Errorf("asynq: %v", err)
+	}
+	expiredSet := make(map[string]struct{}) // set of expired message IDs
+	for _, msg := range expired {
+		expiredSet[msg.ID] = struct{}{}
+	}
+	var tasks []*TaskInfo
+	for _, i := range infos {
+		t := newTaskInfo(
+			i.Message,
+			i.State,
+			i.NextProcessAt,
+			i.Result,
+		)
+		if _, ok := expiredSet[i.Message.ID]; ok {
+			t.IsOrphaned = true
+		}
+		tasks = append(tasks, t)
+	}
+	return tasks, nil
+}
+
+// ListAggregatingTasks retrieves scheduled tasks from the specified group.
+//
+// By default, it retrieves the first 30 tasks.
+func (i *Inspector) ListAggregatingTasks(queue, group string, opts ...ListOption) ([]*TaskInfo, error) {
+	if err := base.ValidateQueueName(queue); err != nil {
+		return nil, fmt.Errorf("asynq: %v", err)
+	}
+	opt := composeListOptions(opts...)
+	pgn := rdb.Pagination{Size: opt.pageSize, Page: opt.pageNum - 1}
+	infos, err := i.rdb.ListAggregating(queue, group, pgn)
 	switch {
 	case errors.IsQueueNotFound(err):
 		return nil, fmt.Errorf("asynq: %w", ErrQueueNotFound)
@@ -295,23 +381,28 @@ func (i *Inspector) ListActiveTasks(qname string, opts ...ListOption) ([]*TaskIn
 		return nil, fmt.Errorf("asynq: %v", err)
 	}
 	var tasks []*TaskInfo
-	for _, m := range msgs {
+	for _, i := range infos {
-		tasks = append(tasks, newTaskInfo(m, base.TaskStateActive, time.Time{}))
+		tasks = append(tasks, newTaskInfo(
+			i.Message,
+			i.State,
+			i.NextProcessAt,
+			i.Result,
+		))
 	}
-	return tasks, err
+	return tasks, nil
 }
 
 // ListScheduledTasks retrieves scheduled tasks from the specified queue.
 // Tasks are sorted by NextProcessAt in ascending order.
 //
 // By default, it retrieves the first 30 tasks.
-func (i *Inspector) ListScheduledTasks(qname string, opts ...ListOption) ([]*TaskInfo, error) {
+func (i *Inspector) ListScheduledTasks(queue string, opts ...ListOption) ([]*TaskInfo, error) {
-	if err := base.ValidateQueueName(qname); err != nil {
+	if err := base.ValidateQueueName(queue); err != nil {
 		return nil, fmt.Errorf("asynq: %v", err)
 	}
 	opt := composeListOptions(opts...)
 	pgn := rdb.Pagination{Size: opt.pageSize, Page: opt.pageNum - 1}
-	zs, err := i.rdb.ListScheduled(qname, pgn)
+	infos, err := i.rdb.ListScheduled(queue, pgn)
 	switch {
 	case errors.IsQueueNotFound(err):
 		return nil, fmt.Errorf("asynq: %w", ErrQueueNotFound)
@@ -319,11 +410,12 @@ func (i *Inspector) ListScheduledTasks(qname string, opts ...ListOption) ([]*Tas
 		return nil, fmt.Errorf("asynq: %v", err)
 	}
 	var tasks []*TaskInfo
-	for _, z := range zs {
+	for _, i := range infos {
 		tasks = append(tasks, newTaskInfo(
-			z.Message,
+			i.Message,
-			base.TaskStateScheduled,
+			i.State,
-			time.Unix(z.Score, 0),
+			i.NextProcessAt,
+			i.Result,
 		))
 	}
 	return tasks, nil
@@ -333,13 +425,13 @@ func (i *Inspector) ListScheduledTasks(qname string, opts ...ListOption) ([]*Tas
 // Tasks are sorted by NextProcessAt in ascending order.
 //
 // By default, it retrieves the first 30 tasks.
-func (i *Inspector) ListRetryTasks(qname string, opts ...ListOption) ([]*TaskInfo, error) {
+func (i *Inspector) ListRetryTasks(queue string, opts ...ListOption) ([]*TaskInfo, error) {
-	if err := base.ValidateQueueName(qname); err != nil {
+	if err := base.ValidateQueueName(queue); err != nil {
 		return nil, fmt.Errorf("asynq: %v", err)
 	}
 	opt := composeListOptions(opts...)
 	pgn := rdb.Pagination{Size: opt.pageSize, Page: opt.pageNum - 1}
-	zs, err := i.rdb.ListRetry(qname, pgn)
+	infos, err := i.rdb.ListRetry(queue, pgn)
 	switch {
 	case errors.IsQueueNotFound(err):
 		return nil, fmt.Errorf("asynq: %w", ErrQueueNotFound)
@@ -347,11 +439,12 @@ func (i *Inspector) ListRetryTasks(qname string, opts ...ListOption) ([]*TaskInf
 		return nil, fmt.Errorf("asynq: %v", err)
 	}
 	var tasks []*TaskInfo
-	for _, z := range zs {
+	for _, i := range infos {
 		tasks = append(tasks, newTaskInfo(
-			z.Message,
+			i.Message,
-			base.TaskStateRetry,
+			i.State,
-			time.Unix(z.Score, 0),
+			i.NextProcessAt,
+			i.Result,
 		))
 	}
 	return tasks, nil
@@ -361,13 +454,13 @@ func (i *Inspector) ListRetryTasks(qname string, opts ...ListOption) ([]*TaskInf
 // Tasks are sorted by LastFailedAt in descending order.
 //
 // By default, it retrieves the first 30 tasks.
-func (i *Inspector) ListArchivedTasks(qname string, opts ...ListOption) ([]*TaskInfo, error) {
+func (i *Inspector) ListArchivedTasks(queue string, opts ...ListOption) ([]*TaskInfo, error) {
-	if err := base.ValidateQueueName(qname); err != nil {
+	if err := base.ValidateQueueName(queue); err != nil {
 		return nil, fmt.Errorf("asynq: %v", err)
 	}
 	opt := composeListOptions(opts...)
 	pgn := rdb.Pagination{Size: opt.pageSize, Page: opt.pageNum - 1}
-	zs, err := i.rdb.ListArchived(qname, pgn)
+	infos, err := i.rdb.ListArchived(queue, pgn)
 	switch {
 	case errors.IsQueueNotFound(err):
 		return nil, fmt.Errorf("asynq: %w", ErrQueueNotFound)
@@ -375,11 +468,41 @@ func (i *Inspector) ListArchivedTasks(qname string, opts ...ListOption) ([]*Task
 		return nil, fmt.Errorf("asynq: %v", err)
 	}
 	var tasks []*TaskInfo
-	for _, z := range zs {
+	for _, i := range infos {
 		tasks = append(tasks, newTaskInfo(
-			z.Message,
+			i.Message,
-			base.TaskStateArchived,
+			i.State,
-			time.Time{},
+			i.NextProcessAt,
+			i.Result,
+		))
+	}
+	return tasks, nil
+}
+
+// ListCompletedTasks retrieves completed tasks from the specified queue.
+// Tasks are sorted by expiration time (i.e. CompletedAt + Retention) in descending order.
+//
+// By default, it retrieves the first 30 tasks.
+func (i *Inspector) ListCompletedTasks(queue string, opts ...ListOption) ([]*TaskInfo, error) {
+	if err := base.ValidateQueueName(queue); err != nil {
+		return nil, fmt.Errorf("asynq: %v", err)
+	}
+	opt := composeListOptions(opts...)
+	pgn := rdb.Pagination{Size: opt.pageSize, Page: opt.pageNum - 1}
+	infos, err := i.rdb.ListCompleted(queue, pgn)
+	switch {
+	case errors.IsQueueNotFound(err):
+		return nil, fmt.Errorf("asynq: %w", ErrQueueNotFound)
+	case err != nil:
+		return nil, fmt.Errorf("asynq: %v", err)
+	}
+	var tasks []*TaskInfo
+	for _, i := range infos {
+		tasks = append(tasks, newTaskInfo(
+			i.Message,
+			i.State,
+			i.NextProcessAt,
+			i.Result,
 		))
 	}
 	return tasks, nil
@@ -387,41 +510,61 @@ func (i *Inspector) ListArchivedTasks(qname string, opts ...ListOption) ([]*Task
 
 // DeleteAllPendingTasks deletes all pending tasks from the specified queue,
 // and reports the number tasks deleted.
-func (i *Inspector) DeleteAllPendingTasks(qname string) (int, error) {
+func (i *Inspector) DeleteAllPendingTasks(queue string) (int, error) {
-	if err := base.ValidateQueueName(qname); err != nil {
+	if err := base.ValidateQueueName(queue); err != nil {
 		return 0, err
 	}
-	n, err := i.rdb.DeleteAllPendingTasks(qname)
+	n, err := i.rdb.DeleteAllPendingTasks(queue)
 	return int(n), err
 }
 
 // DeleteAllScheduledTasks deletes all scheduled tasks from the specified queue,
 // and reports the number tasks deleted.
-func (i *Inspector) DeleteAllScheduledTasks(qname string) (int, error) {
+func (i *Inspector) DeleteAllScheduledTasks(queue string) (int, error) {
-	if err := base.ValidateQueueName(qname); err != nil {
+	if err := base.ValidateQueueName(queue); err != nil {
 		return 0, err
 	}
-	n, err := i.rdb.DeleteAllScheduledTasks(qname)
+	n, err := i.rdb.DeleteAllScheduledTasks(queue)
 	return int(n), err
 }
 
 // DeleteAllRetryTasks deletes all retry tasks from the specified queue,
 // and reports the number tasks deleted.
-func (i *Inspector) DeleteAllRetryTasks(qname string) (int, error) {
+func (i *Inspector) DeleteAllRetryTasks(queue string) (int, error) {
-	if err := base.ValidateQueueName(qname); err != nil {
+	if err := base.ValidateQueueName(queue); err != nil {
 		return 0, err
 	}
-	n, err := i.rdb.DeleteAllRetryTasks(qname)
+	n, err := i.rdb.DeleteAllRetryTasks(queue)
 	return int(n), err
 }
 
 // DeleteAllArchivedTasks deletes all archived tasks from the specified queue,
 // and reports the number tasks deleted.
-func (i *Inspector) DeleteAllArchivedTasks(qname string) (int, error) {
+func (i *Inspector) DeleteAllArchivedTasks(queue string) (int, error) {
-	if err := base.ValidateQueueName(qname); err != nil {
+	if err := base.ValidateQueueName(queue); err != nil {
 		return 0, err
 	}
-	n, err := i.rdb.DeleteAllArchivedTasks(qname)
+	n, err := i.rdb.DeleteAllArchivedTasks(queue)
+	return int(n), err
+}
+
+// DeleteAllCompletedTasks deletes all completed tasks from the specified queue,
+// and reports the number tasks deleted.
+func (i *Inspector) DeleteAllCompletedTasks(queue string) (int, error) {
+	if err := base.ValidateQueueName(queue); err != nil {
+		return 0, err
+	}
+	n, err := i.rdb.DeleteAllCompletedTasks(queue)
+	return int(n), err
+}
+
+// DeleteAllAggregatingTasks deletes all tasks from the specified group,
+// and reports the number of tasks deleted.
+func (i *Inspector) DeleteAllAggregatingTasks(queue, group string) (int, error) {
+	if err := base.ValidateQueueName(queue); err != nil {
+		return 0, err
+	}
+	n, err := i.rdb.DeleteAllAggregatingTasks(queue, group)
 	return int(n), err
 }
 
@@ -429,18 +572,14 @@ func (i *Inspector) DeleteAllArchivedTasks(qname string) (int, error) {
 // The task needs to be in pending, scheduled, retry, or archived state,
 // otherwise DeleteTask will return an error.
 //
-// If a queue with the given name doesn't exist, it returns ErrQueueNotFound.
+// If a queue with the given name doesn't exist, it returns an error wrapping ErrQueueNotFound.
-// If a task with the given id doesn't exist in the queue, it returns ErrTaskNotFound.
+// If a task with the given id doesn't exist in the queue, it returns an error wrapping ErrTaskNotFound.
 // If the task is in active state, it returns a non-nil error.
-func (i *Inspector) DeleteTask(qname, id string) error {
+func (i *Inspector) DeleteTask(queue, id string) error {
-	if err := base.ValidateQueueName(qname); err != nil {
+	if err := base.ValidateQueueName(queue); err != nil {
 		return fmt.Errorf("asynq: %v", err)
 	}
-	taskid, err := uuid.Parse(id)
+	err := i.rdb.DeleteTask(queue, id)
-	if err != nil {
-		return fmt.Errorf("asynq: %s is not a valid task id", id)
-	}
-	err = i.rdb.DeleteTask(qname, taskid)
 	switch {
 	case errors.IsQueueNotFound(err):
 		return fmt.Errorf("asynq: %w", ErrQueueNotFound)
@@ -453,33 +592,43 @@ func (i *Inspector) DeleteTask(qname, id string) error {
 
 }
 
-// RunAllScheduledTasks transition all scheduled tasks to pending state from the given queue,
+// RunAllScheduledTasks schedules all scheduled tasks from the given queue to run,
-// and reports the number of tasks transitioned.
+// and reports the number of tasks scheduled to run.
-func (i *Inspector) RunAllScheduledTasks(qname string) (int, error) {
+func (i *Inspector) RunAllScheduledTasks(queue string) (int, error) {
-	if err := base.ValidateQueueName(qname); err != nil {
+	if err := base.ValidateQueueName(queue); err != nil {
 		return 0, err
 	}
-	n, err := i.rdb.RunAllScheduledTasks(qname)
+	n, err := i.rdb.RunAllScheduledTasks(queue)
 	return int(n), err
 }
 
-// RunAllRetryTasks transition all retry tasks to pending state from the given queue,
+// RunAllRetryTasks schedules all retry tasks from the given queue to run,
-// and reports the number of tasks transitioned.
+// and reports the number of tasks scheduled to run.
-func (i *Inspector) RunAllRetryTasks(qname string) (int, error) {
+func (i *Inspector) RunAllRetryTasks(queue string) (int, error) {
-	if err := base.ValidateQueueName(qname); err != nil {
+	if err := base.ValidateQueueName(queue); err != nil {
 		return 0, err
 	}
-	n, err := i.rdb.RunAllRetryTasks(qname)
+	n, err := i.rdb.RunAllRetryTasks(queue)
 	return int(n), err
 }
 
-// RunAllArchivedTasks transition all archived tasks to pending state from the given queue,
+// RunAllArchivedTasks schedules all archived tasks from the given queue to run,
-// and reports the number of tasks transitioned.
+// and reports the number of tasks scheduled to run.
-func (i *Inspector) RunAllArchivedTasks(qname string) (int, error) {
+func (i *Inspector) RunAllArchivedTasks(queue string) (int, error) {
-	if err := base.ValidateQueueName(qname); err != nil {
+	if err := base.ValidateQueueName(queue); err != nil {
 		return 0, err
 	}
-	n, err := i.rdb.RunAllArchivedTasks(qname)
+	n, err := i.rdb.RunAllArchivedTasks(queue)
+	return int(n), err
+}
+
+// RunAllAggregatingTasks schedules all tasks from the given grou to run.
+// and reports the number of tasks scheduled to run.
+func (i *Inspector) RunAllAggregatingTasks(queue, group string) (int, error) {
+	if err := base.ValidateQueueName(queue); err != nil {
+		return 0, err
+	}
+	n, err := i.rdb.RunAllAggregatingTasks(queue, group)
 	return int(n), err
 }
 
@@ -487,18 +636,14 @@ func (i *Inspector) RunAllArchivedTasks(qname string) (int, error) {
 // The task needs to be in scheduled, retry, or archived state, otherwise RunTask
 // will return an error.
 //
-// If a queue with the given name doesn't exist, it returns ErrQueueNotFound.
+// If a queue with the given name doesn't exist, it returns an error wrapping ErrQueueNotFound.
-// If a task with the given id doesn't exist in the queue, it returns ErrTaskNotFound.
+// If a task with the given id doesn't exist in the queue, it returns an error wrapping ErrTaskNotFound.
 // If the task is in pending or active state, it returns a non-nil error.
-func (i *Inspector) RunTask(qname, id string) error {
+func (i *Inspector) RunTask(queue, id string) error {
-	if err := base.ValidateQueueName(qname); err != nil {
+	if err := base.ValidateQueueName(queue); err != nil {
 		return fmt.Errorf("asynq: %v", err)
 	}
-	taskid, err := uuid.Parse(id)
+	err := i.rdb.RunTask(queue, id)
-	if err != nil {
-		return fmt.Errorf("asynq: %s is not a valid task id", id)
-	}
-	err = i.rdb.RunTask(qname, taskid)
 	switch {
 	case errors.IsQueueNotFound(err):
 		return fmt.Errorf("asynq: %w", ErrQueueNotFound)
@@ -512,31 +657,41 @@ func (i *Inspector) RunTask(qname, id string) error {
 
 // ArchiveAllPendingTasks archives all pending tasks from the given queue,
 // and reports the number of tasks archived.
-func (i *Inspector) ArchiveAllPendingTasks(qname string) (int, error) {
+func (i *Inspector) ArchiveAllPendingTasks(queue string) (int, error) {
-	if err := base.ValidateQueueName(qname); err != nil {
+	if err := base.ValidateQueueName(queue); err != nil {
 		return 0, err
 	}
-	n, err := i.rdb.ArchiveAllPendingTasks(qname)
+	n, err := i.rdb.ArchiveAllPendingTasks(queue)
 	return int(n), err
 }
 
 // ArchiveAllScheduledTasks archives all scheduled tasks from the given queue,
 // and reports the number of tasks archiveed.
-func (i *Inspector) ArchiveAllScheduledTasks(qname string) (int, error) {
+func (i *Inspector) ArchiveAllScheduledTasks(queue string) (int, error) {
-	if err := base.ValidateQueueName(qname); err != nil {
+	if err := base.ValidateQueueName(queue); err != nil {
 		return 0, err
 	}
-	n, err := i.rdb.ArchiveAllScheduledTasks(qname)
+	n, err := i.rdb.ArchiveAllScheduledTasks(queue)
 	return int(n), err
 }
 
 // ArchiveAllRetryTasks archives all retry tasks from the given queue,
 // and reports the number of tasks archiveed.
-func (i *Inspector) ArchiveAllRetryTasks(qname string) (int, error) {
+func (i *Inspector) ArchiveAllRetryTasks(queue string) (int, error) {
-	if err := base.ValidateQueueName(qname); err != nil {
+	if err := base.ValidateQueueName(queue); err != nil {
 		return 0, err
 	}
-	n, err := i.rdb.ArchiveAllRetryTasks(qname)
+	n, err := i.rdb.ArchiveAllRetryTasks(queue)
+	return int(n), err
+}
+
+// ArchiveAllAggregatingTasks archives all tasks from the given group,
+// and reports the number of tasks archived.
+func (i *Inspector) ArchiveAllAggregatingTasks(queue, group string) (int, error) {
+	if err := base.ValidateQueueName(queue); err != nil {
+		return 0, err
+	}
+	n, err := i.rdb.ArchiveAllAggregatingTasks(queue, group)
 	return int(n), err
 }
 
@@ -544,18 +699,14 @@ func (i *Inspector) ArchiveAllRetryTasks(qname string) (int, error) {
 // The task needs to be in pending, scheduled, or retry state, otherwise ArchiveTask
 // will return an error.
 //
-// If a queue with the given name doesn't exist, it returns ErrQueueNotFound.
+// If a queue with the given name doesn't exist, it returns an error wrapping ErrQueueNotFound.
-// If a task with the given id doesn't exist in the queue, it returns ErrTaskNotFound.
+// If a task with the given id doesn't exist in the queue, it returns an error wrapping ErrTaskNotFound.
 // If the task is in already archived, it returns a non-nil error.
-func (i *Inspector) ArchiveTask(qname, id string) error {
+func (i *Inspector) ArchiveTask(queue, id string) error {
-	if err := base.ValidateQueueName(qname); err != nil {
+	if err := base.ValidateQueueName(queue); err != nil {
 		return fmt.Errorf("asynq: err")
 	}
-	taskid, err := uuid.Parse(id)
+	err := i.rdb.ArchiveTask(queue, id)
-	if err != nil {
-		return fmt.Errorf("asynq: %s is not a valid task id", id)
-	}
-	err = i.rdb.ArchiveTask(qname, taskid)
 	switch {
 	case errors.IsQueueNotFound(err):
 		return fmt.Errorf("asynq: %w", ErrQueueNotFound)
@@ -577,20 +728,20 @@ func (i *Inspector) CancelProcessing(id string) error {
 
 // PauseQueue pauses task processing on the specified queue.
 // If the queue is already paused, it will return a non-nil error.
-func (i *Inspector) PauseQueue(qname string) error {
+func (i *Inspector) PauseQueue(queue string) error {
-	if err := base.ValidateQueueName(qname); err != nil {
+	if err := base.ValidateQueueName(queue); err != nil {
 		return err
 	}
-	return i.rdb.Pause(qname)
+	return i.rdb.Pause(queue)
 }
 
 // UnpauseQueue resumes task processing on the specified queue.
 // If the queue is not paused, it will return a non-nil error.
-func (i *Inspector) UnpauseQueue(qname string) error {
+func (i *Inspector) UnpauseQueue(queue string) error {
-	if err := base.ValidateQueueName(qname); err != nil {
+	if err := base.ValidateQueueName(queue); err != nil {
 		return err
 	}
-	return i.rdb.Unpause(qname)
+	return i.rdb.Unpause(queue)
 }
 
 // Servers return a list of running servers' information.
@@ -680,8 +831,8 @@ type WorkerInfo struct {
 }
 
 // ClusterKeySlot returns an integer identifying the hash slot the given queue hashes to.
-func (i *Inspector) ClusterKeySlot(qname string) (int64, error) {
+func (i *Inspector) ClusterKeySlot(queue string) (int64, error) {
-	return i.rdb.ClusterKeySlot(qname)
+	return i.rdb.ClusterKeySlot(queue)
 }
 
 // ClusterNode describes a node in redis cluster.
@@ -696,8 +847,8 @@ type ClusterNode struct {
 // ClusterNodes returns a list of nodes the given queue belongs to.
 //
 // Only relevant if task queues are stored in redis cluster.
-func (i *Inspector) ClusterNodes(qname string) ([]*ClusterNode, error) {
+func (i *Inspector) ClusterNodes(queue string) ([]*ClusterNode, error) {
-	nodes, err := i.rdb.ClusterNodes(qname)
+	nodes, err := i.rdb.ClusterNodes(queue)
 	if err != nil {
 		return nil, err
 	}
@@ -765,11 +916,11 @@ func parseOption(s string) (Option, error) {
 	fn, arg := parseOptionFunc(s), parseOptionArg(s)
 	switch fn {
 	case "Queue":
-		qname, err := strconv.Unquote(arg)
+		queue, err := strconv.Unquote(arg)
 		if err != nil {
 			return nil, err
 		}
-		return Queue(qname), nil
+		return Queue(queue), nil
 	case "MaxRetry":
 		n, err := strconv.Atoi(arg)
 		if err != nil {
@@ -806,6 +957,12 @@ func parseOption(s string) (Option, error) {
 			return nil, err
 		}
 		return ProcessIn(d), nil
+	case "Retention":
+		d, err := time.ParseDuration(arg)
+		if err != nil {
+			return nil, err
+		}
+		return Retention(d), nil
 	default:
 		return nil, fmt.Errorf("cannot not parse option string %q", s)
 	}

inspector_test.go

@@ -5,19 +5,21 @@
 package asynq
 
 import (
+	"context"
 	"errors"
 	"fmt"
-	"math"
 	"sort"
 	"testing"
 	"time"
 
+	"github.com/go-redis/redis/v8"
 	"github.com/google/go-cmp/cmp"
 	"github.com/google/go-cmp/cmp/cmpopts"
 	"github.com/google/uuid"
-	h "github.com/hibiken/asynq/internal/asynqtest"
 	"github.com/hibiken/asynq/internal/base"
 	"github.com/hibiken/asynq/internal/rdb"
+	h "github.com/hibiken/asynq/internal/testutil"
+	"github.com/hibiken/asynq/internal/timeutil"
 )
 
 func TestInspectorQueues(t *testing.T) {
@@ -37,7 +39,7 @@ func TestInspectorQueues(t *testing.T) {
 	for _, tc := range tests {
 		h.FlushDB(t, r)
 		for _, qname := range tc.queues {
-			if err := r.SAdd(base.AllQueues, qname).Err(); err != nil {
+			if err := r.SAdd(context.Background(), base.AllQueues, qname).Err(); err != nil {
 				t.Fatalf("could not initialize all queue set: %v", err)
 			}
 		}
@@ -136,7 +138,7 @@ func TestInspectorDeleteQueue(t *testing.T) {
 				tc.qname, tc.force, err)
 			continue
 		}
-		if r.SIsMember(base.AllQueues, tc.qname).Val() {
+		if r.SIsMember(context.Background(), base.AllQueues, tc.qname).Val() {
 			t.Errorf("%q is a member of %q", tc.qname, base.AllQueues)
 		}
 	}
@@ -268,17 +270,22 @@ func TestInspectorGetQueueInfo(t *testing.T) {
 	ignoreMemUsg := cmpopts.IgnoreFields(QueueInfo{}, "MemoryUsage")
 
 	inspector := NewInspector(getRedisConnOpt(t))
+	inspector.rdb.SetClock(timeutil.NewSimulatedClock(now))
 
 	tests := []struct {
-		pending   map[string][]*base.TaskMessage
+		pending                         map[string][]*base.TaskMessage
-		active    map[string][]*base.TaskMessage
+		active                          map[string][]*base.TaskMessage
-		scheduled map[string][]base.Z
+		scheduled                       map[string][]base.Z
-		retry     map[string][]base.Z
+		retry                           map[string][]base.Z
-		archived  map[string][]base.Z
+		archived                        map[string][]base.Z
-		processed map[string]int
+		completed                       map[string][]base.Z
-		failed    map[string]int
+		processed                       map[string]int
-		qname     string
+		failed                          map[string]int
-		want      *QueueInfo
+		processedTotal                  map[string]int
+		failedTotal                     map[string]int
+		oldestPendingMessageEnqueueTime map[string]time.Time
+		qname                           string
+		want                            *QueueInfo
 	}{
 		{
 			pending: map[string][]*base.TaskMessage{
@@ -309,6 +316,11 @@ func TestInspectorGetQueueInfo(t *testing.T) {
 				"critical": {},
 				"low":      {},
 			},
+			completed: map[string][]base.Z{
+				"default":  {},
+				"critical": {},
+				"low":      {},
+			},
 			processed: map[string]int{
 				"default":  120,
 				"critical": 100,
@@ -319,19 +331,38 @@ func TestInspectorGetQueueInfo(t *testing.T) {
 				"critical": 0,
 				"low":      5,
 			},
+			processedTotal: map[string]int{
+				"default":  11111,
+				"critical": 22222,
+				"low":      33333,
+			},
+			failedTotal: map[string]int{
+				"default":  111,
+				"critical": 222,
+				"low":      333,
+			},
+			oldestPendingMessageEnqueueTime: map[string]time.Time{
+				"default":  now.Add(-15 * time.Second),
+				"critical": now.Add(-200 * time.Millisecond),
+				"low":      now.Add(-30 * time.Second),
+			},
 			qname: "default",
 			want: &QueueInfo{
-				Queue:     "default",
+				Queue:          "default",
-				Size:      4,
+				Latency:        15 * time.Second,
-				Pending:   1,
+				Size:           4,
-				Active:    1,
+				Pending:        1,
-				Scheduled: 2,
+				Active:         1,
-				Retry:     0,
+				Scheduled:      2,
-				Archived:  0,
+				Retry:          0,
-				Processed: 120,
+				Archived:       0,
-				Failed:    2,
+				Completed:      0,
-				Paused:    false,
+				Processed:      120,
-				Timestamp: now,
+				Failed:         2,
+				ProcessedTotal: 11111,
+				FailedTotal:    111,
+				Paused:         false,
+				Timestamp:      now,
 			},
 		},
 	}
@@ -343,13 +374,26 @@ func TestInspectorGetQueueInfo(t *testing.T) {
 		h.SeedAllScheduledQueues(t, r, tc.scheduled)
 		h.SeedAllRetryQueues(t, r, tc.retry)
 		h.SeedAllArchivedQueues(t, r, tc.archived)
+		h.SeedAllCompletedQueues(t, r, tc.completed)
+		ctx := context.Background()
 		for qname, n := range tc.processed {
-			processedKey := base.ProcessedKey(qname, now)
+			r.Set(ctx, base.ProcessedKey(qname, now), n, 0)
-			r.Set(processedKey, n, 0)
 		}
 		for qname, n := range tc.failed {
-			failedKey := base.FailedKey(qname, now)
+			r.Set(ctx, base.FailedKey(qname, now), n, 0)
-			r.Set(failedKey, n, 0)
+		}
+		for qname, n := range tc.processedTotal {
+			r.Set(ctx, base.ProcessedTotalKey(qname), n, 0)
+		}
+		for qname, n := range tc.failedTotal {
+			r.Set(ctx, base.FailedTotalKey(qname), n, 0)
+		}
+		for qname, enqueueTime := range tc.oldestPendingMessageEnqueueTime {
+			if enqueueTime.IsZero() {
+				continue
+			}
+			oldestPendingMessageID := r.LRange(ctx, base.PendingKey(qname), -1, -1).Val()[0] // get the right most msg in the list
+			r.HSet(ctx, base.TaskKey(qname, oldestPendingMessageID), "pending_since", enqueueTime.UnixNano())
 		}
 
 		got, err := inspector.GetQueueInfo(tc.qname)
@@ -385,14 +429,14 @@ func TestInspectorHistory(t *testing.T) {
 	for _, tc := range tests {
 		h.FlushDB(t, r)
 
-		r.SAdd(base.AllQueues, tc.qname)
+		r.SAdd(context.Background(), base.AllQueues, tc.qname)
 		// populate last n days data
 		for i := 0; i < tc.n; i++ {
 			ts := now.Add(-time.Duration(i) * 24 * time.Hour)
 			processedKey := base.ProcessedKey(tc.qname, ts)
 			failedKey := base.FailedKey(tc.qname, ts)
-			r.Set(processedKey, (i+1)*1000, 0)
+			r.Set(context.Background(), processedKey, (i+1)*1000, 0)
-			r.Set(failedKey, (i+1)*10, 0)
+			r.Set(context.Background(), failedKey, (i+1)*10, 0)
 		}
 
 		got, err := inspector.History(tc.qname, tc.n)
@@ -423,7 +467,7 @@ func TestInspectorHistory(t *testing.T) {
 }
 
 func createPendingTask(msg *base.TaskMessage) *TaskInfo {
-	return newTaskInfo(msg, base.TaskStatePending, time.Now())
+	return newTaskInfo(msg, base.TaskStatePending, time.Now(), nil)
 }
 
 func TestInspectorGetTaskInfo(t *testing.T) {
@@ -483,47 +527,52 @@ func TestInspectorGetTaskInfo(t *testing.T) {
 	}{
 		{
 			qname: "default",
-			id:    m1.ID.String(),
+			id:    m1.ID,
 			want: newTaskInfo(
 				m1,
 				base.TaskStateActive,
 				time.Time{}, // zero value for n/a
+				nil,
 			),
 		},
 		{
 			qname: "default",
-			id:    m2.ID.String(),
+			id:    m2.ID,
 			want: newTaskInfo(
 				m2,
 				base.TaskStateScheduled,
 				fiveMinsFromNow,
+				nil,
 			),
 		},
 		{
 			qname: "custom",
-			id:    m3.ID.String(),
+			id:    m3.ID,
 			want: newTaskInfo(
 				m3,
 				base.TaskStateRetry,
 				oneHourFromNow,
+				nil,
 			),
 		},
 		{
 			qname: "custom",
-			id:    m4.ID.String(),
+			id:    m4.ID,
 			want: newTaskInfo(
 				m4,
 				base.TaskStateArchived,
 				time.Time{}, // zero value for n/a
+				nil,
 			),
 		},
 		{
 			qname: "custom",
-			id:    m5.ID.String(),
+			id:    m5.ID,
 			want: newTaskInfo(
 				m5,
 				base.TaskStatePending,
 				now,
+				nil,
 			),
 		},
 	}
@@ -602,7 +651,7 @@ func TestInspectorGetTaskInfoError(t *testing.T) {
 	}{
 		{
 			qname:   "nonexistent",
-			id:      m1.ID.String(),
+			id:      m1.ID,
 			wantErr: ErrQueueNotFound,
 		},
 		{
@@ -697,6 +746,12 @@ func TestInspectorListPendingTasks(t *testing.T) {
 	}
 }
 
+func newOrphanedTaskInfo(msg *base.TaskMessage) *TaskInfo {
+	info := newTaskInfo(msg, base.TaskStateActive, time.Time{}, nil)
+	info.IsOrphaned = true
+	return info
+}
+
 func TestInspectorListActiveTasks(t *testing.T) {
 	r := setup(t)
 	defer r.Close()
@@ -706,10 +761,12 @@ func TestInspectorListActiveTasks(t *testing.T) {
 	m4 := h.NewTaskMessageWithQueue("task4", nil, "custom")
 
 	inspector := NewInspector(getRedisConnOpt(t))
+	now := time.Now()
 
 	tests := []struct {
 		desc   string
 		active map[string][]*base.TaskMessage
+		lease  map[string][]base.Z
 		qname  string
 		want   []*TaskInfo
 	}{
@@ -719,10 +776,42 @@ func TestInspectorListActiveTasks(t *testing.T) {
 				"default": {m1, m2},
 				"custom":  {m3, m4},
 			},
+			lease: map[string][]base.Z{
+				"default": {
+					{Message: m1, Score: now.Add(20 * time.Second).Unix()},
+					{Message: m2, Score: now.Add(20 * time.Second).Unix()},
+				},
+				"custom": {
+					{Message: m3, Score: now.Add(20 * time.Second).Unix()},
+					{Message: m4, Score: now.Add(20 * time.Second).Unix()},
+				},
+			},
+			qname: "custom",
+			want: []*TaskInfo{
+				newTaskInfo(m3, base.TaskStateActive, time.Time{}, nil),
+				newTaskInfo(m4, base.TaskStateActive, time.Time{}, nil),
+			},
+		},
+		{
+			desc: "with an orphaned task",
+			active: map[string][]*base.TaskMessage{
+				"default": {m1, m2},
+				"custom":  {m3, m4},
+			},
+			lease: map[string][]base.Z{
+				"default": {
+					{Message: m1, Score: now.Add(20 * time.Second).Unix()},
+					{Message: m2, Score: now.Add(-10 * time.Second).Unix()}, // orphaned task
+				},
+				"custom": {
+					{Message: m3, Score: now.Add(20 * time.Second).Unix()},
+					{Message: m4, Score: now.Add(20 * time.Second).Unix()},
+				},
+			},
 			qname: "default",
 			want: []*TaskInfo{
-				newTaskInfo(m1, base.TaskStateActive, time.Time{}),
+				newTaskInfo(m1, base.TaskStateActive, time.Time{}, nil),
-				newTaskInfo(m2, base.TaskStateActive, time.Time{}),
+				newOrphanedTaskInfo(m2),
 			},
 		},
 	}
@@ -730,6 +819,7 @@ func TestInspectorListActiveTasks(t *testing.T) {
 	for _, tc := range tests {
 		h.FlushDB(t, r)
 		h.SeedAllActiveQueues(t, r, tc.active)
+		h.SeedAllLease(t, r, tc.lease)
 
 		got, err := inspector.ListActiveTasks(tc.qname)
 		if err != nil {
@@ -748,6 +838,7 @@ func createScheduledTask(z base.Z) *TaskInfo {
 		z.Message,
 		base.TaskStateScheduled,
 		time.Unix(z.Score, 0),
+		nil,
 	)
 }
 
@@ -817,6 +908,7 @@ func createRetryTask(z base.Z) *TaskInfo {
 		z.Message,
 		base.TaskStateRetry,
 		time.Unix(z.Score, 0),
+		nil,
 	)
 }
 
@@ -887,6 +979,7 @@ func createArchivedTask(z base.Z) *TaskInfo {
 		z.Message,
 		base.TaskStateArchived,
 		time.Time{}, // zero value for n/a
+		nil,
 	)
 }
 
@@ -951,6 +1044,183 @@ func TestInspectorListArchivedTasks(t *testing.T) {
 	}
 }
 
+func newCompletedTaskMessage(typename, qname string, retention time.Duration, completedAt time.Time) *base.TaskMessage {
+	msg := h.NewTaskMessageWithQueue(typename, nil, qname)
+	msg.Retention = int64(retention.Seconds())
+	msg.CompletedAt = completedAt.Unix()
+	return msg
+}
+
+func createCompletedTask(z base.Z) *TaskInfo {
+	return newTaskInfo(
+		z.Message,
+		base.TaskStateCompleted,
+		time.Time{}, // zero value for n/a
+		nil,         // TODO: Test with result data
+	)
+}
+
+func TestInspectorListCompletedTasks(t *testing.T) {
+	r := setup(t)
+	defer r.Close()
+	now := time.Now()
+	m1 := newCompletedTaskMessage("task1", "default", 1*time.Hour, now.Add(-3*time.Minute))     // Expires in 57 mins
+	m2 := newCompletedTaskMessage("task2", "default", 30*time.Minute, now.Add(-10*time.Minute)) // Expires in 20 mins
+	m3 := newCompletedTaskMessage("task3", "default", 2*time.Hour, now.Add(-30*time.Minute))    // Expires in 90 mins
+	m4 := newCompletedTaskMessage("task4", "custom", 15*time.Minute, now.Add(-2*time.Minute))   // Expires in 13 mins
+	z1 := base.Z{Message: m1, Score: m1.CompletedAt + m1.Retention}
+	z2 := base.Z{Message: m2, Score: m2.CompletedAt + m2.Retention}
+	z3 := base.Z{Message: m3, Score: m3.CompletedAt + m3.Retention}
+	z4 := base.Z{Message: m4, Score: m4.CompletedAt + m4.Retention}
+
+	inspector := NewInspector(getRedisConnOpt(t))
+
+	tests := []struct {
+		desc      string
+		completed map[string][]base.Z
+		qname     string
+		want      []*TaskInfo
+	}{
+		{
+			desc: "with a few completed tasks",
+			completed: map[string][]base.Z{
+				"default": {z1, z2, z3},
+				"custom":  {z4},
+			},
+			qname: "default",
+			// Should be sorted by expiration time (CompletedAt + Retention).
+			want: []*TaskInfo{
+				createCompletedTask(z2),
+				createCompletedTask(z1),
+				createCompletedTask(z3),
+			},
+		},
+		{
+			desc: "with empty completed queue",
+			completed: map[string][]base.Z{
+				"default": {},
+			},
+			qname: "default",
+			want:  []*TaskInfo(nil),
+		},
+	}
+
+	for _, tc := range tests {
+		h.FlushDB(t, r)
+		h.SeedAllCompletedQueues(t, r, tc.completed)
+
+		got, err := inspector.ListCompletedTasks(tc.qname)
+		if err != nil {
+			t.Errorf("%s; ListCompletedTasks(%q) returned error: %v", tc.desc, tc.qname, err)
+			continue
+		}
+		if diff := cmp.Diff(tc.want, got, cmp.AllowUnexported(TaskInfo{})); diff != "" {
+			t.Errorf("%s; ListCompletedTasks(%q) = %v, want %v; (-want,+got)\n%s",
+				tc.desc, tc.qname, got, tc.want, diff)
+		}
+	}
+}
+
+func TestInspectorListAggregatingTasks(t *testing.T) {
+	r := setup(t)
+	defer r.Close()
+	now := time.Now()
+
+	m1 := h.NewTaskMessageBuilder().SetType("task1").SetQueue("default").SetGroup("group1").Build()
+	m2 := h.NewTaskMessageBuilder().SetType("task2").SetQueue("default").SetGroup("group1").Build()
+	m3 := h.NewTaskMessageBuilder().SetType("task3").SetQueue("default").SetGroup("group1").Build()
+	m4 := h.NewTaskMessageBuilder().SetType("task4").SetQueue("default").SetGroup("group2").Build()
+	m5 := h.NewTaskMessageBuilder().SetType("task5").SetQueue("custom").SetGroup("group1").Build()
+
+	inspector := NewInspector(getRedisConnOpt(t))
+
+	fxt := struct {
+		tasks     []*h.TaskSeedData
+		allQueues []string
+		allGroups map[string][]string
+		groups    map[string][]*redis.Z
+	}{
+		tasks: []*h.TaskSeedData{
+			{Msg: m1, State: base.TaskStateAggregating},
+			{Msg: m2, State: base.TaskStateAggregating},
+			{Msg: m3, State: base.TaskStateAggregating},
+			{Msg: m4, State: base.TaskStateAggregating},
+			{Msg: m5, State: base.TaskStateAggregating},
+		},
+		allQueues: []string{"default", "custom"},
+		allGroups: map[string][]string{
+			base.AllGroups("default"): {"group1", "group2"},
+			base.AllGroups("custom"):  {"group1"},
+		},
+		groups: map[string][]*redis.Z{
+			base.GroupKey("default", "group1"): {
+				{Member: m1.ID, Score: float64(now.Add(-30 * time.Second).Unix())},
+				{Member: m2.ID, Score: float64(now.Add(-20 * time.Second).Unix())},
+				{Member: m3.ID, Score: float64(now.Add(-10 * time.Second).Unix())},
+			},
+			base.GroupKey("default", "group2"): {
+				{Member: m4.ID, Score: float64(now.Add(-30 * time.Second).Unix())},
+			},
+			base.GroupKey("custom", "group1"): {
+				{Member: m5.ID, Score: float64(now.Add(-30 * time.Second).Unix())},
+			},
+		},
+	}
+
+	tests := []struct {
+		desc  string
+		qname string
+		gname string
+		want  []*TaskInfo
+	}{
+		{
+			desc:  "default queue group1",
+			qname: "default",
+			gname: "group1",
+			want: []*TaskInfo{
+				createAggregatingTaskInfo(m1),
+				createAggregatingTaskInfo(m2),
+				createAggregatingTaskInfo(m3),
+			},
+		},
+		{
+			desc:  "custom queue group1",
+			qname: "custom",
+			gname: "group1",
+			want: []*TaskInfo{
+				createAggregatingTaskInfo(m5),
+			},
+		},
+	}
+
+	for _, tc := range tests {
+		h.FlushDB(t, r)
+		h.SeedTasks(t, r, fxt.tasks)
+		h.SeedRedisSet(t, r, base.AllQueues, fxt.allQueues)
+		h.SeedRedisSets(t, r, fxt.allGroups)
+		h.SeedRedisZSets(t, r, fxt.groups)
+
+		t.Run(tc.desc, func(t *testing.T) {
+			got, err := inspector.ListAggregatingTasks(tc.qname, tc.gname)
+			if err != nil {
+				t.Fatalf("ListAggregatingTasks returned error: %v", err)
+			}
+
+			cmpOpts := []cmp.Option{
+				cmpopts.EquateApproxTime(2 * time.Second),
+				cmp.AllowUnexported(TaskInfo{}),
+			}
+			if diff := cmp.Diff(tc.want, got, cmpOpts...); diff != "" {
+				t.Errorf("ListAggregatingTasks = %v, want = %v; (-want,+got)\n%s", got, tc.want, diff)
+			}
+		})
+	}
+}
+
+func createAggregatingTaskInfo(msg *base.TaskMessage) *TaskInfo {
+	return newTaskInfo(msg, base.TaskStateAggregating, time.Time{}, nil)
+}
+
 func TestInspectorListPagination(t *testing.T) {
 	// Create 100 tasks.
 	var msgs []*base.TaskMessage
@@ -1049,6 +1319,12 @@ func TestInspectorListTasksQueueNotFoundError(t *testing.T) {
 		if _, err := inspector.ListArchivedTasks(tc.qname); !errors.Is(err, tc.wantErr) {
 			t.Errorf("ListArchivedTasks(%q) returned error %v, want %v", tc.qname, err, tc.wantErr)
 		}
+		if _, err := inspector.ListCompletedTasks(tc.qname); !errors.Is(err, tc.wantErr) {
+			t.Errorf("ListCompletedTasks(%q) returned error %v, want %v", tc.qname, err, tc.wantErr)
+		}
+		if _, err := inspector.ListAggregatingTasks(tc.qname, "mygroup"); !errors.Is(err, tc.wantErr) {
+			t.Errorf("ListAggregatingTasks(%q, \"mygroup\") returned error %v, want %v", tc.qname, err, tc.wantErr)
+		}
 	}
 }
 
@@ -1314,6 +1590,72 @@ func TestInspectorDeleteAllArchivedTasks(t *testing.T) {
 	}
 }
 
+func TestInspectorDeleteAllCompletedTasks(t *testing.T) {
+	r := setup(t)
+	defer r.Close()
+	now := time.Now()
+	m1 := newCompletedTaskMessage("task1", "default", 30*time.Minute, now.Add(-2*time.Minute))
+	m2 := newCompletedTaskMessage("task2", "default", 30*time.Minute, now.Add(-5*time.Minute))
+	m3 := newCompletedTaskMessage("task3", "default", 30*time.Minute, now.Add(-10*time.Minute))
+	m4 := newCompletedTaskMessage("task4", "custom", 30*time.Minute, now.Add(-3*time.Minute))
+	z1 := base.Z{Message: m1, Score: m1.CompletedAt + m1.Retention}
+	z2 := base.Z{Message: m2, Score: m2.CompletedAt + m2.Retention}
+	z3 := base.Z{Message: m3, Score: m3.CompletedAt + m3.Retention}
+	z4 := base.Z{Message: m4, Score: m4.CompletedAt + m4.Retention}
+
+	inspector := NewInspector(getRedisConnOpt(t))
+
+	tests := []struct {
+		completed     map[string][]base.Z
+		qname         string
+		want          int
+		wantCompleted map[string][]base.Z
+	}{
+		{
+			completed: map[string][]base.Z{
+				"default": {z1, z2, z3},
+				"custom":  {z4},
+			},
+			qname: "default",
+			want:  3,
+			wantCompleted: map[string][]base.Z{
+				"default": {},
+				"custom":  {z4},
+			},
+		},
+		{
+			completed: map[string][]base.Z{
+				"default": {},
+			},
+			qname: "default",
+			want:  0,
+			wantCompleted: map[string][]base.Z{
+				"default": {},
+			},
+		},
+	}
+
+	for _, tc := range tests {
+		h.FlushDB(t, r)
+		h.SeedAllCompletedQueues(t, r, tc.completed)
+
+		got, err := inspector.DeleteAllCompletedTasks(tc.qname)
+		if err != nil {
+			t.Errorf("DeleteAllCompletedTasks(%q) returned error: %v", tc.qname, err)
+			continue
+		}
+		if got != tc.want {
+			t.Errorf("DeleteAllCompletedTasks(%q) = %d, want %d", tc.qname, got, tc.want)
+		}
+		for qname, want := range tc.wantCompleted {
+			gotCompleted := h.GetCompletedEntries(t, r, qname)
+			if diff := cmp.Diff(want, gotCompleted, h.SortZSetEntryOpt); diff != "" {
+				t.Errorf("unexpected completed tasks in queue %q: (-want, +got)\n%s", qname, diff)
+			}
+		}
+	}
+}
+
 func TestInspectorArchiveAllPendingTasks(t *testing.T) {
 	r := setup(t)
 	defer r.Close()
@@ -1325,6 +1667,7 @@ func TestInspectorArchiveAllPendingTasks(t *testing.T) {
 	z1 := base.Z{Message: m1, Score: now.Add(5 * time.Minute).Unix()}
 	z2 := base.Z{Message: m2, Score: now.Add(15 * time.Minute).Unix()}
 	inspector := NewInspector(getRedisConnOpt(t))
+	inspector.rdb.SetClock(timeutil.NewSimulatedClock(now))
 
 	tests := []struct {
 		pending      map[string][]*base.TaskMessage
@@ -1416,12 +1759,8 @@ func TestInspectorArchiveAllPendingTasks(t *testing.T) {
 			}
 		}
 		for qname, want := range tc.wantArchived {
-			// Allow Z.Score to differ by up to 2.
-			approxOpt := cmp.Comparer(func(a, b int64) bool {
-				return math.Abs(float64(a-b)) < 2
-			})
 			gotArchived := h.GetArchivedEntries(t, r, qname)
-			if diff := cmp.Diff(want, gotArchived, h.SortZSetEntryOpt, approxOpt); diff != "" {
+			if diff := cmp.Diff(want, gotArchived, h.SortZSetEntryOpt); diff != "" {
 				t.Errorf("unexpected archived tasks in queue %q: (-want, +got)\n%s", qname, diff)
 			}
 		}
@@ -1442,6 +1781,7 @@ func TestInspectorArchiveAllScheduledTasks(t *testing.T) {
 	z4 := base.Z{Message: m4, Score: now.Add(2 * time.Minute).Unix()}
 
 	inspector := NewInspector(getRedisConnOpt(t))
+	inspector.rdb.SetClock(timeutil.NewSimulatedClock(now))
 
 	tests := []struct {
 		scheduled     map[string][]base.Z
@@ -1549,12 +1889,8 @@ func TestInspectorArchiveAllScheduledTasks(t *testing.T) {
 			}
 		}
 		for qname, want := range tc.wantArchived {
-			// Allow Z.Score to differ by up to 2.
-			approxOpt := cmp.Comparer(func(a, b int64) bool {
-				return math.Abs(float64(a-b)) < 2
-			})
 			gotArchived := h.GetArchivedEntries(t, r, qname)
-			if diff := cmp.Diff(want, gotArchived, h.SortZSetEntryOpt, approxOpt); diff != "" {
+			if diff := cmp.Diff(want, gotArchived, h.SortZSetEntryOpt); diff != "" {
 				t.Errorf("unexpected archived tasks in queue %q: (-want, +got)\n%s", qname, diff)
 			}
 		}
@@ -1575,6 +1911,7 @@ func TestInspectorArchiveAllRetryTasks(t *testing.T) {
 	z4 := base.Z{Message: m4, Score: now.Add(2 * time.Minute).Unix()}
 
 	inspector := NewInspector(getRedisConnOpt(t))
+	inspector.rdb.SetClock(timeutil.NewSimulatedClock(now))
 
 	tests := []struct {
 		retry        map[string][]base.Z
@@ -1665,10 +2002,9 @@ func TestInspectorArchiveAllRetryTasks(t *testing.T) {
 				t.Errorf("unexpected retry tasks in queue %q: (-want, +got)\n%s", qname, diff)
 			}
 		}
-		cmpOpt := h.EquateInt64Approx(2) // allow for 2 seconds difference in Z.Score
 		for qname, want := range tc.wantArchived {
 			wantArchived := h.GetArchivedEntries(t, r, qname)
-			if diff := cmp.Diff(want, wantArchived, h.SortZSetEntryOpt, cmpOpt); diff != "" {
+			if diff := cmp.Diff(want, wantArchived, h.SortZSetEntryOpt); diff != "" {
 				t.Errorf("unexpected archived tasks in queue %q: (-want, +got)\n%s", qname, diff)
 			}
 		}
@@ -2616,8 +2952,9 @@ func TestInspectorArchiveTaskArchivesPendingTask(t *testing.T) {
 	m1 := h.NewTaskMessage("task1", nil)
 	m2 := h.NewTaskMessageWithQueue("task2", nil, "custom")
 	m3 := h.NewTaskMessageWithQueue("task3", nil, "custom")
-	inspector := NewInspector(getRedisConnOpt(t))
 	now := time.Now()
+	inspector := NewInspector(getRedisConnOpt(t))
+	inspector.rdb.SetClock(timeutil.NewSimulatedClock(now))
 
 	tests := []struct {
 		pending      map[string][]*base.TaskMessage
@@ -2712,6 +3049,7 @@ func TestInspectorArchiveTaskArchivesScheduledTask(t *testing.T) {
 	z3 := base.Z{Message: m3, Score: now.Add(2 * time.Minute).Unix()}
 
 	inspector := NewInspector(getRedisConnOpt(t))
+	inspector.rdb.SetClock(timeutil.NewSimulatedClock(now))
 
 	tests := []struct {
 		scheduled     map[string][]base.Z
@@ -2788,6 +3126,7 @@ func TestInspectorArchiveTaskArchivesRetryTask(t *testing.T) {
 	z3 := base.Z{Message: m3, Score: now.Add(2 * time.Minute).Unix()}
 
 	inspector := NewInspector(getRedisConnOpt(t))
+	inspector.rdb.SetClock(timeutil.NewSimulatedClock(now))
 
 	tests := []struct {
 		retry        map[string][]base.Z
@@ -2862,6 +3201,7 @@ func TestInspectorArchiveTaskError(t *testing.T) {
 	z3 := base.Z{Message: m3, Score: now.Add(2 * time.Minute).Unix()}
 
 	inspector := NewInspector(getRedisConnOpt(t))
+	inspector.rdb.SetClock(timeutil.NewSimulatedClock(now))
 
 	tests := []struct {
 		retry        map[string][]base.Z
@@ -3033,6 +3373,7 @@ func TestParseOption(t *testing.T) {
 		{`Unique(1h)`, UniqueOpt, 1 * time.Hour},
 		{ProcessAt(oneHourFromNow).String(), ProcessAtOpt, oneHourFromNow},
 		{`ProcessIn(10m)`, ProcessInOpt, 10 * time.Minute},
+		{`Retention(24h)`, RetentionOpt, 24 * time.Hour},
 	}
 
 	for _, tc := range tests {
@@ -3064,7 +3405,7 @@ func TestParseOption(t *testing.T) {
 				if gotVal != tc.wantVal.(int) {
 					t.Fatalf("got value %v, want %v", gotVal, tc.wantVal)
 				}
-			case TimeoutOpt, UniqueOpt, ProcessInOpt:
+			case TimeoutOpt, UniqueOpt, ProcessInOpt, RetentionOpt:
 				gotVal, ok := got.Value().(time.Duration)
 				if !ok {
 					t.Fatal("returned Option with non duration value")
@@ -3086,3 +3427,99 @@ func TestParseOption(t *testing.T) {
 		})
 	}
 }
+
+func TestInspectorGroups(t *testing.T) {
+	r := setup(t)
+	defer r.Close()
+	inspector := NewInspector(getRedisConnOpt(t))
+
+	m1 := h.NewTaskMessageBuilder().SetGroup("group1").Build()
+	m2 := h.NewTaskMessageBuilder().SetGroup("group1").Build()
+	m3 := h.NewTaskMessageBuilder().SetGroup("group1").Build()
+	m4 := h.NewTaskMessageBuilder().SetGroup("group2").Build()
+	m5 := h.NewTaskMessageBuilder().SetQueue("custom").SetGroup("group1").Build()
+	m6 := h.NewTaskMessageBuilder().SetQueue("custom").SetGroup("group1").Build()
+
+	now := time.Now()
+
+	fixtures := struct {
+		tasks     []*h.TaskSeedData
+		allGroups map[string][]string
+		groups    map[string][]*redis.Z
+	}{
+		tasks: []*h.TaskSeedData{
+			{Msg: m1, State: base.TaskStateAggregating},
+			{Msg: m2, State: base.TaskStateAggregating},
+			{Msg: m3, State: base.TaskStateAggregating},
+			{Msg: m4, State: base.TaskStateAggregating},
+			{Msg: m5, State: base.TaskStateAggregating},
+		},
+		allGroups: map[string][]string{
+			base.AllGroups("default"): {"group1", "group2"},
+			base.AllGroups("custom"):  {"group1"},
+		},
+		groups: map[string][]*redis.Z{
+			base.GroupKey("default", "group1"): {
+				{Member: m1.ID, Score: float64(now.Add(-10 * time.Second).Unix())},
+				{Member: m2.ID, Score: float64(now.Add(-20 * time.Second).Unix())},
+				{Member: m3.ID, Score: float64(now.Add(-30 * time.Second).Unix())},
+			},
+			base.GroupKey("default", "group2"): {
+				{Member: m4.ID, Score: float64(now.Add(-20 * time.Second).Unix())},
+			},
+			base.GroupKey("custom", "group1"): {
+				{Member: m5.ID, Score: float64(now.Add(-10 * time.Second).Unix())},
+				{Member: m6.ID, Score: float64(now.Add(-20 * time.Second).Unix())},
+			},
+		},
+	}
+
+	tests := []struct {
+		desc  string
+		qname string
+		want  []*GroupInfo
+	}{
+		{
+			desc:  "default queue groups",
+			qname: "default",
+			want: []*GroupInfo{
+				{Group: "group1", Size: 3},
+				{Group: "group2", Size: 1},
+			},
+		},
+		{
+			desc:  "custom queue groups",
+			qname: "custom",
+			want: []*GroupInfo{
+				{Group: "group1", Size: 2},
+			},
+		},
+	}
+
+	var sortGroupInfosOpt = cmp.Transformer(
+		"SortGroupInfos",
+		func(in []*GroupInfo) []*GroupInfo {
+			out := append([]*GroupInfo(nil), in...)
+			sort.Slice(out, func(i, j int) bool {
+				return out[i].Group < out[j].Group
+			})
+			return out
+		})
+
+	for _, tc := range tests {
+		h.FlushDB(t, r)
+		h.SeedTasks(t, r, fixtures.tasks)
+		h.SeedRedisSets(t, r, fixtures.allGroups)
+		h.SeedRedisZSets(t, r, fixtures.groups)
+
+		t.Run(tc.desc, func(t *testing.T) {
+			got, err := inspector.Groups(tc.qname)
+			if err != nil {
+				t.Fatalf("Groups returned error: %v", err)
+			}
+			if diff := cmp.Diff(tc.want, got, sortGroupInfosOpt); diff != "" {
+				t.Errorf("Groups = %v, want %v; (-want,+got)\n%s", got, tc.want, diff)
+			}
+		})
+	}
+}

internal/base/base.go

@@ -10,19 +10,20 @@ import (
 	"crypto/md5"
 	"encoding/hex"
 	"fmt"
+	"strings"
 	"sync"
 	"time"
 
-	"github.com/go-redis/redis/v7"
+	"github.com/go-redis/redis/v8"
 	"github.com/golang/protobuf/ptypes"
-	"github.com/google/uuid"
 	"github.com/hibiken/asynq/internal/errors"
 	pb "github.com/hibiken/asynq/internal/proto"
+	"github.com/hibiken/asynq/internal/timeutil"
 	"google.golang.org/protobuf/proto"
 )
 
 // Version of asynq library and CLI.
-const Version = "0.18.1"
+const Version = "0.23.0"
 
 // DefaultQueueName is the queue name used if none are specified by user.
 const DefaultQueueName = "default"
@@ -48,6 +49,8 @@ const (
 	TaskStateScheduled
 	TaskStateRetry
 	TaskStateArchived
+	TaskStateCompleted
+	TaskStateAggregating // describes a state where task is waiting in a group to be aggregated
 )
 
 func (s TaskState) String() string {
@@ -62,6 +65,10 @@ func (s TaskState) String() string {
 		return "retry"
 	case TaskStateArchived:
 		return "archived"
+	case TaskStateCompleted:
+		return "completed"
+	case TaskStateAggregating:
+		return "aggregating"
 	}
 	panic(fmt.Sprintf("internal error: unknown task state %d", s))
 }
@@ -78,6 +85,10 @@ func TaskStateFromString(s string) (TaskState, error) {
 		return TaskStateRetry, nil
 	case "archived":
 		return TaskStateArchived, nil
+	case "completed":
+		return TaskStateCompleted, nil
+	case "aggregating":
+		return TaskStateAggregating, nil
 	}
 	return 0, errors.E(errors.FailedPrecondition, fmt.Sprintf("%q is not supported task state", s))
 }
@@ -85,7 +96,7 @@ func TaskStateFromString(s string) (TaskState, error) {
 // ValidateQueueName validates a given qname to be used as a queue name.
 // Returns nil if valid, otherwise returns non-nil error.
 func ValidateQueueName(qname string) error {
-	if len(qname) == 0 {
+	if len(strings.TrimSpace(qname)) == 0 {
 		return fmt.Errorf("queue name must contain one or more characters")
 	}
 	return nil
@@ -131,9 +142,13 @@ func ArchivedKey(qname string) string {
 	return fmt.Sprintf("%sarchived", QueueKeyPrefix(qname))
 }
 
-// DeadlinesKey returns a redis key for the deadlines.
+// LeaseKey returns a redis key for the lease.
-func DeadlinesKey(qname string) string {
+func LeaseKey(qname string) string {
-	return fmt.Sprintf("%sdeadlines", QueueKeyPrefix(qname))
+	return fmt.Sprintf("%slease", QueueKeyPrefix(qname))
+}
+
+func CompletedKey(qname string) string {
+	return fmt.Sprintf("%scompleted", QueueKeyPrefix(qname))
 }
 
 // PausedKey returns a redis key to indicate that the given queue is paused.
@@ -141,6 +156,16 @@ func PausedKey(qname string) string {
 	return fmt.Sprintf("%spaused", QueueKeyPrefix(qname))
 }
 
+// ProcessedTotalKey returns a redis key for total processed count for the given queue.
+func ProcessedTotalKey(qname string) string {
+	return fmt.Sprintf("%sprocessed", QueueKeyPrefix(qname))
+}
+
+// FailedTotalKey returns a redis key for total failure count for the given queue.
+func FailedTotalKey(qname string) string {
+	return fmt.Sprintf("%sfailed", QueueKeyPrefix(qname))
+}
+
 // ProcessedKey returns a redis key for processed count for the given day for the queue.
 func ProcessedKey(qname string, t time.Time) string {
 	return fmt.Sprintf("%sprocessed:%s", QueueKeyPrefix(qname), t.UTC().Format("2006-01-02"))
@@ -180,6 +205,32 @@ func UniqueKey(qname, tasktype string, payload []byte) string {
 	return fmt.Sprintf("%sunique:%s:%s", QueueKeyPrefix(qname), tasktype, hex.EncodeToString(checksum[:]))
 }
 
+// GroupKeyPrefix returns a prefix for group key.
+func GroupKeyPrefix(qname string) string {
+	return fmt.Sprintf("%sg:", QueueKeyPrefix(qname))
+}
+
+// GroupKey returns a redis key used to group tasks belong in the same group.
+func GroupKey(qname, gkey string) string {
+	return fmt.Sprintf("%s%s", GroupKeyPrefix(qname), gkey)
+}
+
+// AggregationSetKey returns a redis key used for an aggregation set.
+func AggregationSetKey(qname, gname, setID string) string {
+	return fmt.Sprintf("%s:%s", GroupKey(qname, gname), setID)
+}
+
+// AllGroups return a redis key used to store all group keys used in a given queue.
+func AllGroups(qname string) string {
+	return fmt.Sprintf("%sgroups", QueueKeyPrefix(qname))
+}
+
+// AllAggregationSets returns a redis key used to store all aggregation sets (set of tasks staged to be aggregated)
+// in a given queue.
+func AllAggregationSets(qname string) string {
+	return fmt.Sprintf("%saggregation_sets", QueueKeyPrefix(qname))
+}
+
 // TaskMessage is the internal representation of a task with additional metadata fields.
 // Serialized data of this type gets written to redis.
 type TaskMessage struct {
@@ -190,7 +241,7 @@ type TaskMessage struct {
 	Payload []byte
 
 	// ID is a unique identifier for each task.
-	ID uuid.UUID
+	ID string
 
 	// Queue is a name this message should be enqueued to.
 	Queue string
@@ -229,6 +280,20 @@ type TaskMessage struct {
 	//
 	// Empty string indicates that no uniqueness lock was used.
 	UniqueKey string
+
+	// GroupKey holds the group key used for task aggregation.
+	//
+	// Empty string indicates no aggregation is used for this task.
+	GroupKey string
+
+	// Retention specifies the number of seconds the task should be retained after completion.
+	Retention int64
+
+	// CompletedAt is the time the task was processed successfully in Unix time,
+	// the number of seconds elapsed since January 1, 1970 UTC.
+	//
+	// Use zero to indicate no value.
+	CompletedAt int64
 }
 
 // EncodeMessage marshals the given task message and returns an encoded bytes.
@@ -239,7 +304,7 @@ func EncodeMessage(msg *TaskMessage) ([]byte, error) {
 	return proto.Marshal(&pb.TaskMessage{
 		Type:         msg.Type,
 		Payload:      msg.Payload,
-		Id:           msg.ID.String(),
+		Id:           msg.ID,
 		Queue:        msg.Queue,
 		Retry:        int32(msg.Retry),
 		Retried:      int32(msg.Retried),
@@ -248,6 +313,9 @@ func EncodeMessage(msg *TaskMessage) ([]byte, error) {
 		Timeout:      msg.Timeout,
 		Deadline:     msg.Deadline,
 		UniqueKey:    msg.UniqueKey,
+		GroupKey:     msg.GroupKey,
+		Retention:    msg.Retention,
+		CompletedAt:  msg.CompletedAt,
 	})
 }
 
@@ -260,7 +328,7 @@ func DecodeMessage(data []byte) (*TaskMessage, error) {
 	return &TaskMessage{
 		Type:         pbmsg.GetType(),
 		Payload:      pbmsg.GetPayload(),
-		ID:           uuid.MustParse(pbmsg.GetId()),
+		ID:           pbmsg.GetId(),
 		Queue:        pbmsg.GetQueue(),
 		Retry:        int(pbmsg.GetRetry()),
 		Retried:      int(pbmsg.GetRetried()),
@@ -269,6 +337,9 @@ func DecodeMessage(data []byte) (*TaskMessage, error) {
 		Timeout:      pbmsg.GetTimeout(),
 		Deadline:     pbmsg.GetDeadline(),
 		UniqueKey:    pbmsg.GetUniqueKey(),
+		GroupKey:     pbmsg.GetGroupKey(),
+		Retention:    pbmsg.GetRetention(),
+		CompletedAt:  pbmsg.GetCompletedAt(),
 	}, nil
 }
 
@@ -277,6 +348,7 @@ type TaskInfo struct {
 	Message       *TaskMessage
 	State         TaskState
 	NextProcessAt time.Time
+	Result        []byte
 }
 
 // Z represents sorted set member.
@@ -285,68 +357,6 @@ type Z struct {
 	Score   int64
 }
 
-// ServerState represents state of a server.
-// ServerState methods are concurrency safe.
-type ServerState struct {
-	mu  sync.Mutex
-	val ServerStateValue
-}
-
-// NewServerState returns a new state instance.
-// Initial state is set to StateNew.
-func NewServerState() *ServerState {
-	return &ServerState{val: StateNew}
-}
-
-type ServerStateValue int
-
-const (
-	// StateNew represents a new server. Server begins in
-	// this state and then transition to StatusActive when
-	// Start or Run is callled.
-	StateNew ServerStateValue = iota
-
-	// StateActive indicates the server is up and active.
-	StateActive
-
-	// StateStopped indicates the server is up but no longer processing new tasks.
-	StateStopped
-
-	// StateClosed indicates the server has been shutdown.
-	StateClosed
-)
-
-var serverStates = []string{
-	"new",
-	"active",
-	"stopped",
-	"closed",
-}
-
-func (s *ServerState) String() string {
-	s.mu.Lock()
-	defer s.mu.Unlock()
-	if StateNew <= s.val && s.val <= StateClosed {
-		return serverStates[s.val]
-	}
-	return "unknown status"
-}
-
-// Get returns the status value.
-func (s *ServerState) Get() ServerStateValue {
-	s.mu.Lock()
-	v := s.val
-	s.mu.Unlock()
-	return v
-}
-
-// Set sets the status value.
-func (s *ServerState) Set(v ServerStateValue) {
-	s.mu.Lock()
-	s.val = v
-	s.mu.Unlock()
-}
-
 // ServerInfo holds information about a running server.
 type ServerInfo struct {
 	Host              string
@@ -632,25 +642,114 @@ func (c *Cancelations) Get(id string) (fn context.CancelFunc, ok bool) {
 	return fn, ok
 }
 
+// Lease is a time bound lease for worker to process task.
+// It provides a communication channel between lessor and lessee about lease expiration.
+type Lease struct {
+	once sync.Once
+	ch   chan struct{}
+
+	Clock timeutil.Clock
+
+	mu       sync.Mutex
+	expireAt time.Time // guarded by mu
+}
+
+func NewLease(expirationTime time.Time) *Lease {
+	return &Lease{
+		ch:       make(chan struct{}),
+		expireAt: expirationTime,
+		Clock:    timeutil.NewRealClock(),
+	}
+}
+
+// Reset chanegs the lease to expire at the given time.
+// It returns true if the lease is still valid and reset operation was successful, false if the lease had been expired.
+func (l *Lease) Reset(expirationTime time.Time) bool {
+	if !l.IsValid() {
+		return false
+	}
+	l.mu.Lock()
+	defer l.mu.Unlock()
+	l.expireAt = expirationTime
+	return true
+}
+
+// Sends a notification to lessee about expired lease
+// Returns true if notification was sent, returns false if the lease is still valid and notification was not sent.
+func (l *Lease) NotifyExpiration() bool {
+	if l.IsValid() {
+		return false
+	}
+	l.once.Do(l.closeCh)
+	return true
+}
+
+func (l *Lease) closeCh() {
+	close(l.ch)
+}
+
+// Done returns a communication channel from which the lessee can read to get notified when lessor notifies about lease expiration.
+func (l *Lease) Done() <-chan struct{} {
+	return l.ch
+}
+
+// Deadline returns the expiration time of the lease.
+func (l *Lease) Deadline() time.Time {
+	l.mu.Lock()
+	defer l.mu.Unlock()
+	return l.expireAt
+}
+
+// IsValid returns true if the lease's expieration time is in the future or equals to the current time,
+// returns false otherwise.
+func (l *Lease) IsValid() bool {
+	now := l.Clock.Now()
+	l.mu.Lock()
+	defer l.mu.Unlock()
+	return l.expireAt.After(now) || l.expireAt.Equal(now)
+}
+
 // Broker is a message broker that supports operations to manage task queues.
 //
 // See rdb.RDB as a reference implementation.
 type Broker interface {
 	Ping() error
-	Enqueue(msg *TaskMessage) error
+	Close() error
-	EnqueueUnique(msg *TaskMessage, ttl time.Duration) error
+	Enqueue(ctx context.Context, msg *TaskMessage) error
+	EnqueueUnique(ctx context.Context, msg *TaskMessage, ttl time.Duration) error
 	Dequeue(qnames ...string) (*TaskMessage, time.Time, error)
-	Done(msg *TaskMessage) error
+	Done(ctx context.Context, msg *TaskMessage) error
-	Requeue(msg *TaskMessage) error
+	MarkAsComplete(ctx context.Context, msg *TaskMessage) error
-	Schedule(msg *TaskMessage, processAt time.Time) error
+	Requeue(ctx context.Context, msg *TaskMessage) error
-	ScheduleUnique(msg *TaskMessage, processAt time.Time, ttl time.Duration) error
+	Schedule(ctx context.Context, msg *TaskMessage, processAt time.Time) error
-	Retry(msg *TaskMessage, processAt time.Time, errMsg string) error
+	ScheduleUnique(ctx context.Context, msg *TaskMessage, processAt time.Time, ttl time.Duration) error
-	Archive(msg *TaskMessage, errMsg string) error
+	Retry(ctx context.Context, msg *TaskMessage, processAt time.Time, errMsg string, isFailure bool) error
+	Archive(ctx context.Context, msg *TaskMessage, errMsg string) error
 	ForwardIfReady(qnames ...string) error
-	ListDeadlineExceeded(deadline time.Time, qnames ...string) ([]*TaskMessage, error)
+
+	// Group aggregation related methods
+	AddToGroup(ctx context.Context, msg *TaskMessage, gname string) error
+	AddToGroupUnique(ctx context.Context, msg *TaskMessage, groupKey string, ttl time.Duration) error
+	ListGroups(qname string) ([]string, error)
+	AggregationCheck(qname, gname string, t time.Time, gracePeriod, maxDelay time.Duration, maxSize int) (aggregationSetID string, err error)
+	ReadAggregationSet(qname, gname, aggregationSetID string) ([]*TaskMessage, time.Time, error)
+	DeleteAggregationSet(ctx context.Context, qname, gname, aggregationSetID string) error
+	ReclaimStaleAggregationSets(qname string) error
+
+	// Task retention related method
+	DeleteExpiredCompletedTasks(qname string) error
+
+	// Lease related methods
+	ListLeaseExpired(cutoff time.Time, qnames ...string) ([]*TaskMessage, error)
+	ExtendLease(qname string, ids ...string) (time.Time, error)
+
+	// State snapshot related methods
 	WriteServerState(info *ServerInfo, workers []*WorkerInfo, ttl time.Duration) error
 	ClearServerState(host string, pid int, serverID string) error
+
+	// Cancelation related methods
 	CancelationPubSub() (*redis.PubSub, error) // TODO: Need to decouple from redis to support other brokers
 	PublishCancelation(id string) error
-	Close() error
+
+	WriteResult(qname, id string, data []byte) (n int, err error)
 }

internal/base/base_test.go

@@ -16,6 +16,7 @@ import (
 
 	"github.com/google/go-cmp/cmp"
 	"github.com/google/uuid"
+	"github.com/hibiken/asynq/internal/timeutil"
 )
 
 func TestTaskKey(t *testing.T) {
@@ -71,19 +72,19 @@ func TestActiveKey(t *testing.T) {
 	}
 }
 
-func TestDeadlinesKey(t *testing.T) {
+func TestLeaseKey(t *testing.T) {
 	tests := []struct {
 		qname string
 		want  string
 	}{
-		{"default", "asynq:{default}:deadlines"},
+		{"default", "asynq:{default}:lease"},
-		{"custom", "asynq:{custom}:deadlines"},
+		{"custom", "asynq:{custom}:lease"},
 	}
 
 	for _, tc := range tests {
-		got := DeadlinesKey(tc.qname)
+		got := LeaseKey(tc.qname)
 		if got != tc.want {
-			t.Errorf("DeadlinesKey(%q) = %q, want %q", tc.qname, got, tc.want)
+			t.Errorf("LeaseKey(%q) = %q, want %q", tc.qname, got, tc.want)
 		}
 	}
 }
@@ -139,6 +140,23 @@ func TestArchivedKey(t *testing.T) {
 	}
 }
 
+func TestCompletedKey(t *testing.T) {
+	tests := []struct {
+		qname string
+		want  string
+	}{
+		{"default", "asynq:{default}:completed"},
+		{"custom", "asynq:{custom}:completed"},
+	}
+
+	for _, tc := range tests {
+		got := CompletedKey(tc.qname)
+		if got != tc.want {
+			t.Errorf("CompletedKey(%q) = %q, want %q", tc.qname, got, tc.want)
+		}
+	}
+}
+
 func TestPausedKey(t *testing.T) {
 	tests := []struct {
 		qname string
@@ -156,6 +174,40 @@ func TestPausedKey(t *testing.T) {
 	}
 }
 
+func TestProcessedTotalKey(t *testing.T) {
+	tests := []struct {
+		qname string
+		want  string
+	}{
+		{"default", "asynq:{default}:processed"},
+		{"custom", "asynq:{custom}:processed"},
+	}
+
+	for _, tc := range tests {
+		got := ProcessedTotalKey(tc.qname)
+		if got != tc.want {
+			t.Errorf("ProcessedTotalKey(%q) = %q, want %q", tc.qname, got, tc.want)
+		}
+	}
+}
+
+func TestFailedTotalKey(t *testing.T) {
+	tests := []struct {
+		qname string
+		want  string
+	}{
+		{"default", "asynq:{default}:failed"},
+		{"custom", "asynq:{custom}:failed"},
+	}
+
+	for _, tc := range tests {
+		got := FailedTotalKey(tc.qname)
+		if got != tc.want {
+			t.Errorf("FailedTotalKey(%q) = %q, want %q", tc.qname, got, tc.want)
+		}
+	}
+}
+
 func TestProcessedKey(t *testing.T) {
 	tests := []struct {
 		qname string
@@ -343,32 +395,137 @@ func TestUniqueKey(t *testing.T) {
 	}
 }
 
+func TestGroupKey(t *testing.T) {
+	tests := []struct {
+		qname string
+		gkey  string
+		want  string
+	}{
+		{
+			qname: "default",
+			gkey:  "mygroup",
+			want:  "asynq:{default}:g:mygroup",
+		},
+		{
+			qname: "custom",
+			gkey:  "foo",
+			want:  "asynq:{custom}:g:foo",
+		},
+	}
+
+	for _, tc := range tests {
+		got := GroupKey(tc.qname, tc.gkey)
+		if got != tc.want {
+			t.Errorf("GroupKey(%q, %q) = %q, want %q", tc.qname, tc.gkey, got, tc.want)
+		}
+	}
+}
+
+func TestAggregationSetKey(t *testing.T) {
+	tests := []struct {
+		qname string
+		gname string
+		setID string
+		want  string
+	}{
+		{
+			qname: "default",
+			gname: "mygroup",
+			setID: "12345",
+			want:  "asynq:{default}:g:mygroup:12345",
+		},
+		{
+			qname: "custom",
+			gname: "foo",
+			setID: "98765",
+			want:  "asynq:{custom}:g:foo:98765",
+		},
+	}
+
+	for _, tc := range tests {
+		got := AggregationSetKey(tc.qname, tc.gname, tc.setID)
+		if got != tc.want {
+			t.Errorf("AggregationSetKey(%q, %q, %q) = %q, want %q", tc.qname, tc.gname, tc.setID, got, tc.want)
+		}
+	}
+}
+
+func TestAllGroups(t *testing.T) {
+	tests := []struct {
+		qname string
+		want  string
+	}{
+		{
+			qname: "default",
+			want:  "asynq:{default}:groups",
+		},
+		{
+			qname: "custom",
+			want:  "asynq:{custom}:groups",
+		},
+	}
+
+	for _, tc := range tests {
+		got := AllGroups(tc.qname)
+		if got != tc.want {
+			t.Errorf("AllGroups(%q) = %q, want %q", tc.qname, got, tc.want)
+		}
+	}
+}
+
+func TestAllAggregationSets(t *testing.T) {
+	tests := []struct {
+		qname string
+		want  string
+	}{
+		{
+			qname: "default",
+			want:  "asynq:{default}:aggregation_sets",
+		},
+		{
+			qname: "custom",
+			want:  "asynq:{custom}:aggregation_sets",
+		},
+	}
+
+	for _, tc := range tests {
+		got := AllAggregationSets(tc.qname)
+		if got != tc.want {
+			t.Errorf("AllAggregationSets(%q) = %q, want %q", tc.qname, got, tc.want)
+		}
+	}
+}
+
 func TestMessageEncoding(t *testing.T) {
-	id := uuid.New()
+	id := uuid.NewString()
 	tests := []struct {
 		in  *TaskMessage
 		out *TaskMessage
 	}{
 		{
 			in: &TaskMessage{
-				Type:     "task1",
+				Type:      "task1",
-				Payload:  toBytes(map[string]interface{}{"a": 1, "b": "hello!", "c": true}),
+				Payload:   toBytes(map[string]interface{}{"a": 1, "b": "hello!", "c": true}),
-				ID:       id,
+				ID:        id,
-				Queue:    "default",
+				Queue:     "default",
-				Retry:    10,
+				GroupKey:  "mygroup",
-				Retried:  0,
+				Retry:     10,
-				Timeout:  1800,
+				Retried:   0,
-				Deadline: 1692311100,
+				Timeout:   1800,
+				Deadline:  1692311100,
+				Retention: 3600,
 			},
 			out: &TaskMessage{
-				Type:     "task1",
+				Type:      "task1",
-				Payload:  toBytes(map[string]interface{}{"a": json.Number("1"), "b": "hello!", "c": true}),
+				Payload:   toBytes(map[string]interface{}{"a": json.Number("1"), "b": "hello!", "c": true}),
-				ID:       id,
+				ID:        id,
-				Queue:    "default",
+				Queue:     "default",
-				Retry:    10,
+				GroupKey:  "mygroup",
-				Retried:  0,
+				Retry:     10,
-				Timeout:  1800,
+				Retried:   0,
-				Deadline: 1692311100,
+				Timeout:   1800,
+				Deadline:  1692311100,
+				Retention: 3600,
 			},
 		},
 	}
@@ -530,30 +687,6 @@ func TestSchedulerEnqueueEventEncoding(t *testing.T) {
 	}
 }
 
-// Test for status being accessed by multiple goroutines.
-// Run with -race flag to check for data race.
-func TestStatusConcurrentAccess(t *testing.T) {
-	status := NewServerState()
-
-	var wg sync.WaitGroup
-
-	wg.Add(1)
-	go func() {
-		defer wg.Done()
-		status.Get()
-		_ = status.String()
-	}()
-
-	wg.Add(1)
-	go func() {
-		defer wg.Done()
-		status.Set(StateClosed)
-		_ = status.String()
-	}()
-
-	wg.Wait()
-}
-
 // Test for cancelations being accessed by multiple goroutines.
 // Run with -race flag to check for data race.
 func TestCancelationsConcurrentAccess(t *testing.T) {
@@ -598,3 +731,75 @@ func TestCancelationsConcurrentAccess(t *testing.T) {
 		t.Errorf("(*Cancelations).Get(%q) = _, true, want <nil>, false", key2)
 	}
 }
+
+func TestLeaseReset(t *testing.T) {
+	now := time.Now()
+	clock := timeutil.NewSimulatedClock(now)
+
+	l := NewLease(now.Add(30 * time.Second))
+	l.Clock = clock
+
+	// Check initial state
+	if !l.IsValid() {
+		t.Errorf("lease should be valid when expiration is set to a future time")
+	}
+	if want := now.Add(30 * time.Second); l.Deadline() != want {
+		t.Errorf("Lease.Deadline() = %v, want %v", l.Deadline(), want)
+	}
+
+	// Test Reset
+	if !l.Reset(now.Add(45 * time.Second)) {
+		t.Fatalf("Lease.Reset returned false when extending")
+	}
+	if want := now.Add(45 * time.Second); l.Deadline() != want {
+		t.Errorf("After Reset: Lease.Deadline() = %v, want %v", l.Deadline(), want)
+	}
+
+	clock.AdvanceTime(1 * time.Minute) // simulate lease expiration
+
+	if l.IsValid() {
+		t.Errorf("lease should be invalid after expiration")
+	}
+
+	// Reset should return false if lease is expired.
+	if l.Reset(time.Now().Add(20 * time.Second)) {
+		t.Errorf("Lease.Reset should return false after expiration")
+	}
+}
+
+func TestLeaseNotifyExpiration(t *testing.T) {
+	now := time.Now()
+	clock := timeutil.NewSimulatedClock(now)
+
+	l := NewLease(now.Add(30 * time.Second))
+	l.Clock = clock
+
+	select {
+	case <-l.Done():
+		t.Fatalf("Lease.Done() did not block")
+	default:
+	}
+
+	if l.NotifyExpiration() {
+		t.Fatalf("Lease.NotifyExpiration() should return false when lease is still valid")
+	}
+
+	clock.AdvanceTime(1 * time.Minute) // simulate lease expiration
+
+	if l.IsValid() {
+		t.Errorf("Lease should be invalid after expiration")
+	}
+	if !l.NotifyExpiration() {
+		t.Errorf("Lease.NotifyExpiration() return return true after expiration")
+	}
+	if !l.NotifyExpiration() {
+		t.Errorf("It should be leagal to call Lease.NotifyExpiration multiple times")
+	}
+
+	select {
+	case <-l.Done():
+		// expected
+	default:
+		t.Errorf("Lease.Done() blocked after call to Lease.NotifyExpiration()")
+	}
+}

internal/context/context.go

@@ -0,0 +1,87 @@
+// Copyright 2020 Kentaro Hibino. All rights reserved.
+// Use of this source code is governed by a MIT license
+// that can be found in the LICENSE file.
+
+package context
+
+import (
+	"context"
+	"time"
+
+	"github.com/hibiken/asynq/internal/base"
+)
+
+// A taskMetadata holds task scoped data to put in context.
+type taskMetadata struct {
+	id         string
+	maxRetry   int
+	retryCount int
+	qname      string
+}
+
+// ctxKey type is unexported to prevent collisions with context keys defined in
+// other packages.
+type ctxKey int
+
+// metadataCtxKey is the context key for the task metadata.
+// Its value of zero is arbitrary.
+const metadataCtxKey ctxKey = 0
+
+// New returns a context and cancel function for a given task message.
+func New(base context.Context, msg *base.TaskMessage, deadline time.Time) (context.Context, context.CancelFunc) {
+	metadata := taskMetadata{
+		id:         msg.ID,
+		maxRetry:   msg.Retry,
+		retryCount: msg.Retried,
+		qname:      msg.Queue,
+	}
+	ctx := context.WithValue(base, metadataCtxKey, metadata)
+	return context.WithDeadline(ctx, deadline)
+}
+
+// GetTaskID extracts a task ID from a context, if any.
+//
+// ID of a task is guaranteed to be unique.
+// ID of a task doesn't change if the task is being retried.
+func GetTaskID(ctx context.Context) (id string, ok bool) {
+	metadata, ok := ctx.Value(metadataCtxKey).(taskMetadata)
+	if !ok {
+		return "", false
+	}
+	return metadata.id, true
+}
+
+// GetRetryCount extracts retry count from a context, if any.
+//
+// Return value n indicates the number of times associated task has been
+// retried so far.
+func GetRetryCount(ctx context.Context) (n int, ok bool) {
+	metadata, ok := ctx.Value(metadataCtxKey).(taskMetadata)
+	if !ok {
+		return 0, false
+	}
+	return metadata.retryCount, true
+}
+
+// GetMaxRetry extracts maximum retry from a context, if any.
+//
+// Return value n indicates the maximum number of times the assoicated task
+// can be retried if ProcessTask returns a non-nil error.
+func GetMaxRetry(ctx context.Context) (n int, ok bool) {
+	metadata, ok := ctx.Value(metadataCtxKey).(taskMetadata)
+	if !ok {
+		return 0, false
+	}
+	return metadata.maxRetry, true
+}
+
+// GetQueueName extracts queue name from a context, if any.
+//
+// Return value qname indicates which queue the task was pulled from.
+func GetQueueName(ctx context.Context) (qname string, ok bool) {
+	metadata, ok := ctx.Value(metadataCtxKey).(taskMetadata)
+	if !ok {
+		return "", false
+	}
+	return metadata.qname, true
+}

internal/context/context_test.go

@@ -2,10 +2,11 @@
 // Use of this source code is governed by a MIT license
 // that can be found in the LICENSE file.
 
-package asynq
+package context
 
 import (
 	"context"
+	"fmt"
 	"testing"
 	"time"
 
@@ -24,12 +25,11 @@ func TestCreateContextWithFutureDeadline(t *testing.T) {
 	for _, tc := range tests {
 		msg := &base.TaskMessage{
 			Type:    "something",
-			ID:      uuid.New(),
+			ID:      uuid.NewString(),
 			Payload: nil,
 		}
 
-		ctx, cancel := createContext(msg, tc.deadline)
+		ctx, cancel := New(context.Background(), msg, tc.deadline)
-
 		select {
 		case x := <-ctx.Done():
 			t.Errorf("<-ctx.Done() == %v, want nothing (it should block)", x)
@@ -54,6 +54,53 @@ func TestCreateContextWithFutureDeadline(t *testing.T) {
 	}
 }
 
+func TestCreateContextWithBaseContext(t *testing.T) {
+	type ctxKey string
+	type ctxValue string
+	var key ctxKey = "key"
+	var value ctxValue = "value"
+
+	tests := []struct {
+		baseCtx  context.Context
+		validate func(ctx context.Context, t *testing.T) error
+	}{
+		{
+			baseCtx: context.WithValue(context.Background(), key, value),
+			validate: func(ctx context.Context, t *testing.T) error {
+				got, ok := ctx.Value(key).(ctxValue)
+				if !ok {
+					return fmt.Errorf("ctx.Value().(ctxValue) returned false, expected to be true")
+				}
+				if want := value; got != want {
+					return fmt.Errorf("ctx.Value().(ctxValue) returned unknown value (%v), expected to be %s", got, value)
+				}
+				return nil
+			},
+		},
+	}
+
+	for _, tc := range tests {
+		msg := &base.TaskMessage{
+			Type:    "something",
+			ID:      uuid.NewString(),
+			Payload: nil,
+		}
+
+		ctx, cancel := New(tc.baseCtx, msg, time.Now().Add(30*time.Minute))
+		defer cancel()
+
+		select {
+		case x := <-ctx.Done():
+			t.Errorf("<-ctx.Done() == %v, want nothing (it should block)", x)
+		default:
+		}
+
+		if err := tc.validate(ctx, t); err != nil {
+			t.Errorf("%v", err)
+		}
+	}
+}
+
 func TestCreateContextWithPastDeadline(t *testing.T) {
 	tests := []struct {
 		deadline time.Time
@@ -64,11 +111,11 @@ func TestCreateContextWithPastDeadline(t *testing.T) {
 	for _, tc := range tests {
 		msg := &base.TaskMessage{
 			Type:    "something",
-			ID:      uuid.New(),
+			ID:      uuid.NewString(),
 			Payload: nil,
 		}
 
-		ctx, cancel := createContext(msg, tc.deadline)
+		ctx, cancel := New(context.Background(), msg, tc.deadline)
 		defer cancel()
 
 		select {
@@ -92,21 +139,21 @@ func TestGetTaskMetadataFromContext(t *testing.T) {
 		desc string
 		msg  *base.TaskMessage
 	}{
-		{"with zero retried message", &base.TaskMessage{Type: "something", ID: uuid.New(), Retry: 25, Retried: 0, Timeout: 1800, Queue: "default"}},
+		{"with zero retried message", &base.TaskMessage{Type: "something", ID: uuid.NewString(), Retry: 25, Retried: 0, Timeout: 1800, Queue: "default"}},
-		{"with non-zero retried message", &base.TaskMessage{Type: "something", ID: uuid.New(), Retry: 10, Retried: 5, Timeout: 1800, Queue: "default"}},
+		{"with non-zero retried message", &base.TaskMessage{Type: "something", ID: uuid.NewString(), Retry: 10, Retried: 5, Timeout: 1800, Queue: "default"}},
-		{"with custom queue name", &base.TaskMessage{Type: "something", ID: uuid.New(), Retry: 25, Retried: 0, Timeout: 1800, Queue: "custom"}},
+		{"with custom queue name", &base.TaskMessage{Type: "something", ID: uuid.NewString(), Retry: 25, Retried: 0, Timeout: 1800, Queue: "custom"}},
 	}
 
 	for _, tc := range tests {
-		ctx, cancel := createContext(tc.msg, time.Now().Add(30*time.Minute))
+		ctx, cancel := New(context.Background(), tc.msg, time.Now().Add(30*time.Minute))
 		defer cancel()
 
 		id, ok := GetTaskID(ctx)
 		if !ok {
 			t.Errorf("%s: GetTaskID(ctx) returned ok == false", tc.desc)
 		}
-		if ok && id != tc.msg.ID.String() {
+		if ok && id != tc.msg.ID {
-			t.Errorf("%s: GetTaskID(ctx) returned id == %q, want %q", tc.desc, id, tc.msg.ID.String())
+			t.Errorf("%s: GetTaskID(ctx) returned id == %q, want %q", tc.desc, id, tc.msg.ID)
 		}
 
 		retried, ok := GetRetryCount(ctx)

internal/errors/errors.go

@@ -170,6 +170,9 @@ var (
 
 	// ErrDuplicateTask indicates that another task with the same unique key holds the uniqueness lock.
 	ErrDuplicateTask = errors.New("task already exists")
+
+	// ErrTaskIdConflict indicates that another task with the same task ID already exist
+	ErrTaskIdConflict = errors.New("task id conflicts with another task")
 )
 
 // TaskNotFoundError indicates that a task with the given ID does not exist

internal/proto/asynq.pb.go

@@ -5,7 +5,7 @@
 // Code generated by protoc-gen-go. DO NOT EDIT.
 // versions:
 // 	protoc-gen-go v1.25.0
-// 	protoc        v3.14.0
+// 	protoc        v3.17.3
 // source: asynq.proto
 
 package proto
@@ -32,6 +32,7 @@ const _ = proto.ProtoPackageIsVersion4
 
 // TaskMessage is the internal representation of a task with additional
 // metadata fields.
+// Next ID: 15
 type TaskMessage struct {
 	state         protoimpl.MessageState
 	sizeCache     protoimpl.SizeCache
@@ -65,6 +66,17 @@ type TaskMessage struct {
 	// UniqueKey holds the redis key used for uniqueness lock for this task.
 	// Empty string indicates that no uniqueness lock was used.
 	UniqueKey string `protobuf:"bytes,10,opt,name=unique_key,json=uniqueKey,proto3" json:"unique_key,omitempty"`
+	// GroupKey is a name of the group used for task aggregation.
+	// This field is optional and empty value means no aggregation for the task.
+	GroupKey string `protobuf:"bytes,14,opt,name=group_key,json=groupKey,proto3" json:"group_key,omitempty"`
+	// Retention period specified in a number of seconds.
+	// The task will be stored in redis as a completed task until the TTL
+	// expires.
+	Retention int64 `protobuf:"varint,12,opt,name=retention,proto3" json:"retention,omitempty"`
+	// Time when the task completed in success in Unix time,
+	// the number of seconds elapsed since January 1, 1970 UTC.
+	// This field is populated if result_ttl > 0 upon completion.
+	CompletedAt int64 `protobuf:"varint,13,opt,name=completed_at,json=completedAt,proto3" json:"completed_at,omitempty"`
 }
 
 func (x *TaskMessage) Reset() {
@@ -176,6 +188,27 @@ func (x *TaskMessage) GetUniqueKey() string {
 	return ""
 }
 
+func (x *TaskMessage) GetGroupKey() string {
+	if x != nil {
+		return x.GroupKey
+	}
+	return ""
+}
+
+func (x *TaskMessage) GetRetention() int64 {
+	if x != nil {
+		return x.Retention
+	}
+	return 0
+}
+
+func (x *TaskMessage) GetCompletedAt() int64 {
+	if x != nil {
+		return x.CompletedAt
+	}
+	return 0
+}
+
 // ServerInfo holds information about a running server.
 type ServerInfo struct {
 	state         protoimpl.MessageState
@@ -592,7 +625,7 @@ var file_asynq_proto_rawDesc = []byte{
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-	0x6f, 0x74, 0x6f, 0x62, 0x06, 0x70, 0x72, 0x6f, 0x74, 0x6f, 0x33,
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+	0x65, 0x72, 0x45, 0x6e, 0x71, 0x75, 0x65, 0x75, 0x65, 0x45, 0x76, 0x65, 0x6e, 0x74, 0x12, 0x17,
+	0x0a, 0x07, 0x74, 0x61, 0x73, 0x6b, 0x5f, 0x69, 0x64, 0x18, 0x01, 0x20, 0x01, 0x28, 0x09, 0x52,
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+	0x75, 0x65, 0x5f, 0x74, 0x69, 0x6d, 0x65, 0x18, 0x02, 0x20, 0x01, 0x28, 0x0b, 0x32, 0x1a, 0x2e,
+	0x67, 0x6f, 0x6f, 0x67, 0x6c, 0x65, 0x2e, 0x70, 0x72, 0x6f, 0x74, 0x6f, 0x62, 0x75, 0x66, 0x2e,
+	0x54, 0x69, 0x6d, 0x65, 0x73, 0x74, 0x61, 0x6d, 0x70, 0x52, 0x0b, 0x65, 0x6e, 0x71, 0x75, 0x65,
+	0x75, 0x65, 0x54, 0x69, 0x6d, 0x65, 0x42, 0x29, 0x5a, 0x27, 0x67, 0x69, 0x74, 0x68, 0x75, 0x62,
+	0x2e, 0x63, 0x6f, 0x6d, 0x2f, 0x68, 0x69, 0x62, 0x69, 0x6b, 0x65, 0x6e, 0x2f, 0x61, 0x73, 0x79,
+	0x6e, 0x71, 0x2f, 0x69, 0x6e, 0x74, 0x65, 0x72, 0x6e, 0x61, 0x6c, 0x2f, 0x70, 0x72, 0x6f, 0x74,
+	0x6f, 0x62, 0x06, 0x70, 0x72, 0x6f, 0x74, 0x6f, 0x33,
 }
 
 var (

internal/proto/asynq.proto

@@ -11,6 +11,7 @@ option go_package = "github.com/hibiken/asynq/internal/proto";
 
 // TaskMessage is the internal representation of a task with additional
 // metadata fields.
+// Next ID: 15
 message TaskMessage {
 	// Type indicates the kind of the task to be performed.
   string type = 1;
@@ -51,6 +52,19 @@ message TaskMessage {
 	// Empty string indicates that no uniqueness lock was used.
   string unique_key = 10;
 
+  // GroupKey is a name of the group used for task aggregation.
+  // This field is optional and empty value means no aggregation for the task.
+  string group_key = 14;
+
+  // Retention period specified in a number of seconds.
+  // The task will be stored in redis as a completed task until the TTL
+  // expires.
+  int64 retention = 12;
+
+  // Time when the task completed in success in Unix time,
+  // the number of seconds elapsed since January 1, 1970 UTC.
+  // This field is populated if result_ttl > 0 upon completion.
+  int64 completed_at = 13;
 };
 
 // ServerInfo holds information about a running server.

internal/rdb/benchmark_test.go

@@ -5,25 +5,27 @@
 package rdb
 
 import (
+	"context"
 	"fmt"
 	"testing"
 	"time"
 
-	"github.com/hibiken/asynq/internal/asynqtest"
 	"github.com/hibiken/asynq/internal/base"
+	"github.com/hibiken/asynq/internal/testutil"
 )
 
 func BenchmarkEnqueue(b *testing.B) {
 	r := setup(b)
-	msg := asynqtest.NewTaskMessage("task1", nil)
+	ctx := context.Background()
+	msg := testutil.NewTaskMessage("task1", nil)
 	b.ResetTimer()
 
 	for i := 0; i < b.N; i++ {
 		b.StopTimer()
-		asynqtest.FlushDB(b, r.client)
+		testutil.FlushDB(b, r.client)
 		b.StartTimer()
 
-		if err := r.Enqueue(msg); err != nil {
+		if err := r.Enqueue(ctx, msg); err != nil {
 			b.Fatalf("Enqueue failed: %v", err)
 		}
 	}
@@ -31,6 +33,7 @@ func BenchmarkEnqueue(b *testing.B) {
 
 func BenchmarkEnqueueUnique(b *testing.B) {
 	r := setup(b)
+	ctx := context.Background()
 	msg := &base.TaskMessage{
 		Type:      "task1",
 		Payload:   nil,
@@ -42,10 +45,10 @@ func BenchmarkEnqueueUnique(b *testing.B) {
 
 	for i := 0; i < b.N; i++ {
 		b.StopTimer()
-		asynqtest.FlushDB(b, r.client)
+		testutil.FlushDB(b, r.client)
 		b.StartTimer()
 
-		if err := r.EnqueueUnique(msg, uniqueTTL); err != nil {
+		if err := r.EnqueueUnique(ctx, msg, uniqueTTL); err != nil {
 			b.Fatalf("EnqueueUnique failed: %v", err)
 		}
 	}
@@ -53,16 +56,17 @@ func BenchmarkEnqueueUnique(b *testing.B) {
 
 func BenchmarkSchedule(b *testing.B) {
 	r := setup(b)
-	msg := asynqtest.NewTaskMessage("task1", nil)
+	ctx := context.Background()
+	msg := testutil.NewTaskMessage("task1", nil)
 	processAt := time.Now().Add(3 * time.Minute)
 	b.ResetTimer()
 
 	for i := 0; i < b.N; i++ {
 		b.StopTimer()
-		asynqtest.FlushDB(b, r.client)
+		testutil.FlushDB(b, r.client)
 		b.StartTimer()
 
-		if err := r.Schedule(msg, processAt); err != nil {
+		if err := r.Schedule(ctx, msg, processAt); err != nil {
 			b.Fatalf("Schedule failed: %v", err)
 		}
 	}
@@ -70,6 +74,7 @@ func BenchmarkSchedule(b *testing.B) {
 
 func BenchmarkScheduleUnique(b *testing.B) {
 	r := setup(b)
+	ctx := context.Background()
 	msg := &base.TaskMessage{
 		Type:      "task1",
 		Payload:   nil,
@@ -82,10 +87,10 @@ func BenchmarkScheduleUnique(b *testing.B) {
 
 	for i := 0; i < b.N; i++ {
 		b.StopTimer()
-		asynqtest.FlushDB(b, r.client)
+		testutil.FlushDB(b, r.client)
 		b.StartTimer()
 
-		if err := r.ScheduleUnique(msg, processAt, uniqueTTL); err != nil {
+		if err := r.ScheduleUnique(ctx, msg, processAt, uniqueTTL); err != nil {
 			b.Fatalf("EnqueueUnique failed: %v", err)
 		}
 	}
@@ -93,15 +98,16 @@ func BenchmarkScheduleUnique(b *testing.B) {
 
 func BenchmarkDequeueSingleQueue(b *testing.B) {
 	r := setup(b)
+	ctx := context.Background()
 	b.ResetTimer()
 
 	for i := 0; i < b.N; i++ {
 		b.StopTimer()
-		asynqtest.FlushDB(b, r.client)
+		testutil.FlushDB(b, r.client)
 		for i := 0; i < 10; i++ {
-			m := asynqtest.NewTaskMessageWithQueue(
+			m := testutil.NewTaskMessageWithQueue(
 				fmt.Sprintf("task%d", i), nil, base.DefaultQueueName)
-			if err := r.Enqueue(m); err != nil {
+			if err := r.Enqueue(ctx, m); err != nil {
 				b.Fatalf("Enqueue failed: %v", err)
 			}
 		}
@@ -116,16 +122,17 @@ func BenchmarkDequeueSingleQueue(b *testing.B) {
 func BenchmarkDequeueMultipleQueues(b *testing.B) {
 	qnames := []string{"critical", "default", "low"}
 	r := setup(b)
+	ctx := context.Background()
 	b.ResetTimer()
 
 	for i := 0; i < b.N; i++ {
 		b.StopTimer()
-		asynqtest.FlushDB(b, r.client)
+		testutil.FlushDB(b, r.client)
 		for i := 0; i < 10; i++ {
 			for _, qname := range qnames {
-				m := asynqtest.NewTaskMessageWithQueue(
+				m := testutil.NewTaskMessageWithQueue(
 					fmt.Sprintf("%s_task%d", qname, i), nil, qname)
-				if err := r.Enqueue(m); err != nil {
+				if err := r.Enqueue(ctx, m); err != nil {
 					b.Fatalf("Enqueue failed: %v", err)
 				}
 			}
@@ -140,25 +147,26 @@ func BenchmarkDequeueMultipleQueues(b *testing.B) {
 
 func BenchmarkDone(b *testing.B) {
 	r := setup(b)
-	m1 := asynqtest.NewTaskMessage("task1", nil)
+	m1 := testutil.NewTaskMessage("task1", nil)
-	m2 := asynqtest.NewTaskMessage("task2", nil)
+	m2 := testutil.NewTaskMessage("task2", nil)
-	m3 := asynqtest.NewTaskMessage("task3", nil)
+	m3 := testutil.NewTaskMessage("task3", nil)
 	msgs := []*base.TaskMessage{m1, m2, m3}
 	zs := []base.Z{
 		{Message: m1, Score: time.Now().Add(10 * time.Second).Unix()},
 		{Message: m2, Score: time.Now().Add(20 * time.Second).Unix()},
 		{Message: m3, Score: time.Now().Add(30 * time.Second).Unix()},
 	}
+	ctx := context.Background()
 	b.ResetTimer()
 
 	for i := 0; i < b.N; i++ {
 		b.StopTimer()
-		asynqtest.FlushDB(b, r.client)
+		testutil.FlushDB(b, r.client)
-		asynqtest.SeedActiveQueue(b, r.client, msgs, base.DefaultQueueName)
+		testutil.SeedActiveQueue(b, r.client, msgs, base.DefaultQueueName)
-		asynqtest.SeedDeadlines(b, r.client, zs, base.DefaultQueueName)
+		testutil.SeedLease(b, r.client, zs, base.DefaultQueueName)
 		b.StartTimer()
 
-		if err := r.Done(msgs[0]); err != nil {
+		if err := r.Done(ctx, msgs[0]); err != nil {
 			b.Fatalf("Done failed: %v", err)
 		}
 	}
@@ -166,25 +174,26 @@ func BenchmarkDone(b *testing.B) {
 
 func BenchmarkRetry(b *testing.B) {
 	r := setup(b)
-	m1 := asynqtest.NewTaskMessage("task1", nil)
+	m1 := testutil.NewTaskMessage("task1", nil)
-	m2 := asynqtest.NewTaskMessage("task2", nil)
+	m2 := testutil.NewTaskMessage("task2", nil)
-	m3 := asynqtest.NewTaskMessage("task3", nil)
+	m3 := testutil.NewTaskMessage("task3", nil)
 	msgs := []*base.TaskMessage{m1, m2, m3}
 	zs := []base.Z{
 		{Message: m1, Score: time.Now().Add(10 * time.Second).Unix()},
 		{Message: m2, Score: time.Now().Add(20 * time.Second).Unix()},
 		{Message: m3, Score: time.Now().Add(30 * time.Second).Unix()},
 	}
+	ctx := context.Background()
 	b.ResetTimer()
 
 	for i := 0; i < b.N; i++ {
 		b.StopTimer()
-		asynqtest.FlushDB(b, r.client)
+		testutil.FlushDB(b, r.client)
-		asynqtest.SeedActiveQueue(b, r.client, msgs, base.DefaultQueueName)
+		testutil.SeedActiveQueue(b, r.client, msgs, base.DefaultQueueName)
-		asynqtest.SeedDeadlines(b, r.client, zs, base.DefaultQueueName)
+		testutil.SeedLease(b, r.client, zs, base.DefaultQueueName)
 		b.StartTimer()
 
-		if err := r.Retry(msgs[0], time.Now().Add(1*time.Minute), "error"); err != nil {
+		if err := r.Retry(ctx, msgs[0], time.Now().Add(1*time.Minute), "error", true /*isFailure*/); err != nil {
 			b.Fatalf("Retry failed: %v", err)
 		}
 	}
@@ -192,25 +201,26 @@ func BenchmarkRetry(b *testing.B) {
 
 func BenchmarkArchive(b *testing.B) {
 	r := setup(b)
-	m1 := asynqtest.NewTaskMessage("task1", nil)
+	m1 := testutil.NewTaskMessage("task1", nil)
-	m2 := asynqtest.NewTaskMessage("task2", nil)
+	m2 := testutil.NewTaskMessage("task2", nil)
-	m3 := asynqtest.NewTaskMessage("task3", nil)
+	m3 := testutil.NewTaskMessage("task3", nil)
 	msgs := []*base.TaskMessage{m1, m2, m3}
 	zs := []base.Z{
 		{Message: m1, Score: time.Now().Add(10 * time.Second).Unix()},
 		{Message: m2, Score: time.Now().Add(20 * time.Second).Unix()},
 		{Message: m3, Score: time.Now().Add(30 * time.Second).Unix()},
 	}
+	ctx := context.Background()
 	b.ResetTimer()
 
 	for i := 0; i < b.N; i++ {
 		b.StopTimer()
-		asynqtest.FlushDB(b, r.client)
+		testutil.FlushDB(b, r.client)
-		asynqtest.SeedActiveQueue(b, r.client, msgs, base.DefaultQueueName)
+		testutil.SeedActiveQueue(b, r.client, msgs, base.DefaultQueueName)
-		asynqtest.SeedDeadlines(b, r.client, zs, base.DefaultQueueName)
+		testutil.SeedLease(b, r.client, zs, base.DefaultQueueName)
 		b.StartTimer()
 
-		if err := r.Archive(msgs[0], "error"); err != nil {
+		if err := r.Archive(ctx, msgs[0], "error"); err != nil {
 			b.Fatalf("Archive failed: %v", err)
 		}
 	}
@@ -218,25 +228,26 @@ func BenchmarkArchive(b *testing.B) {
 
 func BenchmarkRequeue(b *testing.B) {
 	r := setup(b)
-	m1 := asynqtest.NewTaskMessage("task1", nil)
+	m1 := testutil.NewTaskMessage("task1", nil)
-	m2 := asynqtest.NewTaskMessage("task2", nil)
+	m2 := testutil.NewTaskMessage("task2", nil)
-	m3 := asynqtest.NewTaskMessage("task3", nil)
+	m3 := testutil.NewTaskMessage("task3", nil)
 	msgs := []*base.TaskMessage{m1, m2, m3}
 	zs := []base.Z{
 		{Message: m1, Score: time.Now().Add(10 * time.Second).Unix()},
 		{Message: m2, Score: time.Now().Add(20 * time.Second).Unix()},
 		{Message: m3, Score: time.Now().Add(30 * time.Second).Unix()},
 	}
+	ctx := context.Background()
 	b.ResetTimer()
 
 	for i := 0; i < b.N; i++ {
 		b.StopTimer()
-		asynqtest.FlushDB(b, r.client)
+		testutil.FlushDB(b, r.client)
-		asynqtest.SeedActiveQueue(b, r.client, msgs, base.DefaultQueueName)
+		testutil.SeedActiveQueue(b, r.client, msgs, base.DefaultQueueName)
-		asynqtest.SeedDeadlines(b, r.client, zs, base.DefaultQueueName)
+		testutil.SeedLease(b, r.client, zs, base.DefaultQueueName)
 		b.StartTimer()
 
-		if err := r.Requeue(msgs[0]); err != nil {
+		if err := r.Requeue(ctx, msgs[0]); err != nil {
 			b.Fatalf("Requeue failed: %v", err)
 		}
 	}
@@ -247,7 +258,7 @@ func BenchmarkCheckAndEnqueue(b *testing.B) {
 	now := time.Now()
 	var zs []base.Z
 	for i := -100; i < 100; i++ {
-		msg := asynqtest.NewTaskMessage(fmt.Sprintf("task%d", i), nil)
+		msg := testutil.NewTaskMessage(fmt.Sprintf("task%d", i), nil)
 		score := now.Add(time.Duration(i) * time.Second).Unix()
 		zs = append(zs, base.Z{Message: msg, Score: score})
 	}
@@ -255,8 +266,8 @@ func BenchmarkCheckAndEnqueue(b *testing.B) {
 
 	for i := 0; i < b.N; i++ {
 		b.StopTimer()
-		asynqtest.FlushDB(b, r.client)
+		testutil.FlushDB(b, r.client)
-		asynqtest.SeedScheduledQueue(b, r.client, zs, base.DefaultQueueName)
+		testutil.SeedScheduledQueue(b, r.client, zs, base.DefaultQueueName)
 		b.StartTimer()
 
 		if err := r.ForwardIfReady(base.DefaultQueueName); err != nil {

internal/testbroker/testbroker.go

@@ -6,15 +6,16 @@
 package testbroker
 
 import (
+	"context"
 	"errors"
 	"sync"
 	"time"
 
-	"github.com/go-redis/redis/v7"
+	"github.com/go-redis/redis/v8"
 	"github.com/hibiken/asynq/internal/base"
 )
 
-var errRedisDown = errors.New("asynqtest: redis is down")
+var errRedisDown = errors.New("testutil: redis is down")
 
 // TestBroker is a broker implementation which enables
 // to simulate Redis failure in tests.
@@ -45,22 +46,22 @@ func (tb *TestBroker) Wakeup() {
 	tb.sleeping = false
 }
 
-func (tb *TestBroker) Enqueue(msg *base.TaskMessage) error {
+func (tb *TestBroker) Enqueue(ctx context.Context, msg *base.TaskMessage) error {
 	tb.mu.Lock()
 	defer tb.mu.Unlock()
 	if tb.sleeping {
 		return errRedisDown
 	}
-	return tb.real.Enqueue(msg)
+	return tb.real.Enqueue(ctx, msg)
 }
 
-func (tb *TestBroker) EnqueueUnique(msg *base.TaskMessage, ttl time.Duration) error {
+func (tb *TestBroker) EnqueueUnique(ctx context.Context, msg *base.TaskMessage, ttl time.Duration) error {
 	tb.mu.Lock()
 	defer tb.mu.Unlock()
 	if tb.sleeping {
 		return errRedisDown
 	}
-	return tb.real.EnqueueUnique(msg, ttl)
+	return tb.real.EnqueueUnique(ctx, msg, ttl)
 }
 
 func (tb *TestBroker) Dequeue(qnames ...string) (*base.TaskMessage, time.Time, error) {
@@ -72,58 +73,67 @@ func (tb *TestBroker) Dequeue(qnames ...string) (*base.TaskMessage, time.Time, e
 	return tb.real.Dequeue(qnames...)
 }
 
-func (tb *TestBroker) Done(msg *base.TaskMessage) error {
+func (tb *TestBroker) Done(ctx context.Context, msg *base.TaskMessage) error {
 	tb.mu.Lock()
 	defer tb.mu.Unlock()
 	if tb.sleeping {
 		return errRedisDown
 	}
-	return tb.real.Done(msg)
+	return tb.real.Done(ctx, msg)
 }
 
-func (tb *TestBroker) Requeue(msg *base.TaskMessage) error {
+func (tb *TestBroker) MarkAsComplete(ctx context.Context, msg *base.TaskMessage) error {
 	tb.mu.Lock()
 	defer tb.mu.Unlock()
 	if tb.sleeping {
 		return errRedisDown
 	}
-	return tb.real.Requeue(msg)
+	return tb.real.MarkAsComplete(ctx, msg)
 }
 
-func (tb *TestBroker) Schedule(msg *base.TaskMessage, processAt time.Time) error {
+func (tb *TestBroker) Requeue(ctx context.Context, msg *base.TaskMessage) error {
 	tb.mu.Lock()
 	defer tb.mu.Unlock()
 	if tb.sleeping {
 		return errRedisDown
 	}
-	return tb.real.Schedule(msg, processAt)
+	return tb.real.Requeue(ctx, msg)
 }
 
-func (tb *TestBroker) ScheduleUnique(msg *base.TaskMessage, processAt time.Time, ttl time.Duration) error {
+func (tb *TestBroker) Schedule(ctx context.Context, msg *base.TaskMessage, processAt time.Time) error {
 	tb.mu.Lock()
 	defer tb.mu.Unlock()
 	if tb.sleeping {
 		return errRedisDown
 	}
-	return tb.real.ScheduleUnique(msg, processAt, ttl)
+	return tb.real.Schedule(ctx, msg, processAt)
 }
 
-func (tb *TestBroker) Retry(msg *base.TaskMessage, processAt time.Time, errMsg string) error {
+func (tb *TestBroker) ScheduleUnique(ctx context.Context, msg *base.TaskMessage, processAt time.Time, ttl time.Duration) error {
 	tb.mu.Lock()
 	defer tb.mu.Unlock()
 	if tb.sleeping {
 		return errRedisDown
 	}
-	return tb.real.Retry(msg, processAt, errMsg)
+	return tb.real.ScheduleUnique(ctx, msg, processAt, ttl)
 }
 
-func (tb *TestBroker) Archive(msg *base.TaskMessage, errMsg string) error {
+func (tb *TestBroker) Retry(ctx context.Context, msg *base.TaskMessage, processAt time.Time, errMsg string, isFailure bool) error {
 	tb.mu.Lock()
 	defer tb.mu.Unlock()
 	if tb.sleeping {
 		return errRedisDown
 	}
-	return tb.real.Archive(msg, errMsg)
+	return tb.real.Retry(ctx, msg, processAt, errMsg, isFailure)
+}
+
+func (tb *TestBroker) Archive(ctx context.Context, msg *base.TaskMessage, errMsg string) error {
+	tb.mu.Lock()
+	defer tb.mu.Unlock()
+	if tb.sleeping {
+		return errRedisDown
+	}
+	return tb.real.Archive(ctx, msg, errMsg)
 }
 
 func (tb *TestBroker) ForwardIfReady(qnames ...string) error {
@@ -135,13 +145,31 @@ func (tb *TestBroker) ForwardIfReady(qnames ...string) error {
 	return tb.real.ForwardIfReady(qnames...)
 }
 
-func (tb *TestBroker) ListDeadlineExceeded(deadline time.Time, qnames ...string) ([]*base.TaskMessage, error) {
+func (tb *TestBroker) DeleteExpiredCompletedTasks(qname string) error {
+	tb.mu.Lock()
+	defer tb.mu.Unlock()
+	if tb.sleeping {
+		return errRedisDown
+	}
+	return tb.real.DeleteExpiredCompletedTasks(qname)
+}
+
+func (tb *TestBroker) ListLeaseExpired(cutoff time.Time, qnames ...string) ([]*base.TaskMessage, error) {
 	tb.mu.Lock()
 	defer tb.mu.Unlock()
 	if tb.sleeping {
 		return nil, errRedisDown
 	}
-	return tb.real.ListDeadlineExceeded(deadline, qnames...)
+	return tb.real.ListLeaseExpired(cutoff, qnames...)
+}
+
+func (tb *TestBroker) ExtendLease(qname string, ids ...string) (time.Time, error) {
+	tb.mu.Lock()
+	defer tb.mu.Unlock()
+	if tb.sleeping {
+		return time.Time{}, errRedisDown
+	}
+	return tb.real.ExtendLease(qname, ids...)
 }
 
 func (tb *TestBroker) WriteServerState(info *base.ServerInfo, workers []*base.WorkerInfo, ttl time.Duration) error {
@@ -180,6 +208,15 @@ func (tb *TestBroker) PublishCancelation(id string) error {
 	return tb.real.PublishCancelation(id)
 }
 
+func (tb *TestBroker) WriteResult(qname, id string, data []byte) (int, error) {
+	tb.mu.Lock()
+	defer tb.mu.Unlock()
+	if tb.sleeping {
+		return 0, errRedisDown
+	}
+	return tb.real.WriteResult(qname, id, data)
+}
+
 func (tb *TestBroker) Ping() error {
 	tb.mu.Lock()
 	defer tb.mu.Unlock()
@@ -197,3 +234,66 @@ func (tb *TestBroker) Close() error {
 	}
 	return tb.real.Close()
 }
+
+func (tb *TestBroker) AddToGroup(ctx context.Context, msg *base.TaskMessage, gname string) error {
+	tb.mu.Lock()
+	defer tb.mu.Unlock()
+	if tb.sleeping {
+		return errRedisDown
+	}
+	return tb.real.AddToGroup(ctx, msg, gname)
+}
+
+func (tb *TestBroker) AddToGroupUnique(ctx context.Context, msg *base.TaskMessage, gname string, ttl time.Duration) error {
+	tb.mu.Lock()
+	defer tb.mu.Unlock()
+	if tb.sleeping {
+		return errRedisDown
+	}
+	return tb.real.AddToGroupUnique(ctx, msg, gname, ttl)
+}
+
+func (tb *TestBroker) ListGroups(qname string) ([]string, error) {
+	tb.mu.Lock()
+	defer tb.mu.Unlock()
+	if tb.sleeping {
+		return nil, errRedisDown
+	}
+	return tb.real.ListGroups(qname)
+}
+
+func (tb *TestBroker) AggregationCheck(qname, gname string, t time.Time, gracePeriod, maxDelay time.Duration, maxSize int) (aggregationSetID string, err error) {
+	tb.mu.Lock()
+	defer tb.mu.Unlock()
+	if tb.sleeping {
+		return "", errRedisDown
+	}
+	return tb.real.AggregationCheck(qname, gname, t, gracePeriod, maxDelay, maxSize)
+}
+
+func (tb *TestBroker) ReadAggregationSet(qname, gname, aggregationSetID string) ([]*base.TaskMessage, time.Time, error) {
+	tb.mu.Lock()
+	defer tb.mu.Unlock()
+	if tb.sleeping {
+		return nil, time.Time{}, errRedisDown
+	}
+	return tb.real.ReadAggregationSet(qname, gname, aggregationSetID)
+}
+
+func (tb *TestBroker) DeleteAggregationSet(ctx context.Context, qname, gname, aggregationSetID string) error {
+	tb.mu.Lock()
+	defer tb.mu.Unlock()
+	if tb.sleeping {
+		return errRedisDown
+	}
+	return tb.real.DeleteAggregationSet(ctx, qname, gname, aggregationSetID)
+}
+
+func (tb *TestBroker) ReclaimStaleAggregationSets(qname string) error {
+	tb.mu.Lock()
+	defer tb.mu.Unlock()
+	if tb.sleeping {
+		return errRedisDown
+	}
+	return tb.real.ReclaimStaleAggregationSets(qname)
+}

internal/testutil/builder.go

@@ -0,0 +1,84 @@
+// Copyright 2022 Kentaro Hibino. All rights reserved.
+// Use of this source code is governed by a MIT license
+// that can be found in the LICENSE file.
+
+package testutil
+
+import (
+	"time"
+
+	"github.com/google/uuid"
+	"github.com/hibiken/asynq/internal/base"
+)
+
+func makeDefaultTaskMessage() *base.TaskMessage {
+	return &base.TaskMessage{
+		ID:       uuid.NewString(),
+		Type:     "default_task",
+		Queue:    "default",
+		Retry:    25,
+		Timeout:  1800, // default timeout of 30 mins
+		Deadline: 0,    // no deadline
+	}
+}
+
+type TaskMessageBuilder struct {
+	msg *base.TaskMessage
+}
+
+func NewTaskMessageBuilder() *TaskMessageBuilder {
+	return &TaskMessageBuilder{}
+}
+
+func (b *TaskMessageBuilder) lazyInit() {
+	if b.msg == nil {
+		b.msg = makeDefaultTaskMessage()
+	}
+}
+
+func (b *TaskMessageBuilder) Build() *base.TaskMessage {
+	b.lazyInit()
+	return b.msg
+}
+
+func (b *TaskMessageBuilder) SetType(typename string) *TaskMessageBuilder {
+	b.lazyInit()
+	b.msg.Type = typename
+	return b
+}
+
+func (b *TaskMessageBuilder) SetPayload(payload []byte) *TaskMessageBuilder {
+	b.lazyInit()
+	b.msg.Payload = payload
+	return b
+}
+
+func (b *TaskMessageBuilder) SetQueue(qname string) *TaskMessageBuilder {
+	b.lazyInit()
+	b.msg.Queue = qname
+	return b
+}
+
+func (b *TaskMessageBuilder) SetRetry(n int) *TaskMessageBuilder {
+	b.lazyInit()
+	b.msg.Retry = n
+	return b
+}
+
+func (b *TaskMessageBuilder) SetTimeout(timeout time.Duration) *TaskMessageBuilder {
+	b.lazyInit()
+	b.msg.Timeout = int64(timeout.Seconds())
+	return b
+}
+
+func (b *TaskMessageBuilder) SetDeadline(deadline time.Time) *TaskMessageBuilder {
+	b.lazyInit()
+	b.msg.Deadline = deadline.Unix()
+	return b
+}
+
+func (b *TaskMessageBuilder) SetGroup(gname string) *TaskMessageBuilder {
+	b.lazyInit()
+	b.msg.GroupKey = gname
+	return b
+}

internal/testutil/builder_test.go

@@ -0,0 +1,94 @@
+// Copyright 2022 Kentaro Hibino. All rights reserved.
+// Use of this source code is governed by a MIT license
+// that can be found in the LICENSE file.
+
+package testutil
+
+import (
+	"testing"
+	"time"
+
+	"github.com/google/go-cmp/cmp"
+	"github.com/google/go-cmp/cmp/cmpopts"
+	"github.com/hibiken/asynq/internal/base"
+)
+
+func TestTaskMessageBuilder(t *testing.T) {
+	tests := []struct {
+		desc string
+		ops  func(b *TaskMessageBuilder) // operations to perform on the builder
+		want *base.TaskMessage
+	}{
+		{
+			desc: "zero value and build",
+			ops:  nil,
+			want: &base.TaskMessage{
+				Type:     "default_task",
+				Queue:    "default",
+				Payload:  nil,
+				Retry:    25,
+				Timeout:  1800, // 30m
+				Deadline: 0,
+			},
+		},
+		{
+			desc: "with type, payload, and queue",
+			ops: func(b *TaskMessageBuilder) {
+				b.SetType("foo").SetPayload([]byte("hello")).SetQueue("myqueue")
+			},
+			want: &base.TaskMessage{
+				Type:     "foo",
+				Queue:    "myqueue",
+				Payload:  []byte("hello"),
+				Retry:    25,
+				Timeout:  1800, // 30m
+				Deadline: 0,
+			},
+		},
+		{
+			desc: "with retry, timeout, and deadline",
+			ops: func(b *TaskMessageBuilder) {
+				b.SetRetry(1).
+					SetTimeout(20 * time.Second).
+					SetDeadline(time.Date(2017, 3, 6, 0, 0, 0, 0, time.UTC))
+			},
+			want: &base.TaskMessage{
+				Type:     "default_task",
+				Queue:    "default",
+				Payload:  nil,
+				Retry:    1,
+				Timeout:  20,
+				Deadline: time.Date(2017, 3, 6, 0, 0, 0, 0, time.UTC).Unix(),
+			},
+		},
+		{
+			desc: "with group",
+			ops: func(b *TaskMessageBuilder) {
+				b.SetGroup("mygroup")
+			},
+			want: &base.TaskMessage{
+				Type:     "default_task",
+				Queue:    "default",
+				Payload:  nil,
+				Retry:    25,
+				Timeout:  1800,
+				Deadline: 0,
+				GroupKey: "mygroup",
+			},
+		},
+	}
+	cmpOpts := []cmp.Option{cmpopts.IgnoreFields(base.TaskMessage{}, "ID")}
+
+	for _, tc := range tests {
+		var b TaskMessageBuilder
+		if tc.ops != nil {
+			tc.ops(&b)
+		}
+
+		got := b.Build()
+		if diff := cmp.Diff(tc.want, got, cmpOpts...); diff != "" {
+			t.Errorf("%s: TaskMessageBuilder.Build() = %+v, want %+v;\n(-want,+got)\n%s",
+				tc.desc, got, tc.want, diff)
+		}
+	}
+}

internal/testutil/testutil.go

@@ -2,21 +2,23 @@
 // Use of this source code is governed by a MIT license
 // that can be found in the LICENSE file.
 
-// Package asynqtest defines test helpers for asynq and its internal packages.
+// Package testutil defines test helpers for asynq and its internal packages.
-package asynqtest
+package testutil
 
 import (
+	"context"
 	"encoding/json"
 	"math"
 	"sort"
 	"testing"
 	"time"
 
-	"github.com/go-redis/redis/v7"
+	"github.com/go-redis/redis/v8"
 	"github.com/google/go-cmp/cmp"
 	"github.com/google/go-cmp/cmp/cmpopts"
 	"github.com/google/uuid"
 	"github.com/hibiken/asynq/internal/base"
+	"github.com/hibiken/asynq/internal/timeutil"
 )
 
 // EquateInt64Approx returns a Comparer option that treats int64 values
@@ -31,7 +33,7 @@ func EquateInt64Approx(margin int64) cmp.Option {
 var SortMsgOpt = cmp.Transformer("SortTaskMessages", func(in []*base.TaskMessage) []*base.TaskMessage {
 	out := append([]*base.TaskMessage(nil), in...) // Copy input to avoid mutating it
 	sort.Slice(out, func(i, j int) bool {
-		return out[i].ID.String() < out[j].ID.String()
+		return out[i].ID < out[j].ID
 	})
 	return out
 })
@@ -40,7 +42,7 @@ var SortMsgOpt = cmp.Transformer("SortTaskMessages", func(in []*base.TaskMessage
 var SortZSetEntryOpt = cmp.Transformer("SortZSetEntries", func(in []base.Z) []base.Z {
 	out := append([]base.Z(nil), in...) // Copy input to avoid mutating it
 	sort.Slice(out, func(i, j int) bool {
-		return out[i].Message.ID.String() < out[j].Message.ID.String()
+		return out[i].Message.ID < out[j].Message.ID
 	})
 	return out
 })
@@ -91,6 +93,20 @@ var SortStringSliceOpt = cmp.Transformer("SortStringSlice", func(in []string) []
 	return out
 })
 
+var SortRedisZSetEntryOpt = cmp.Transformer("SortZSetEntries", func(in []redis.Z) []redis.Z {
+	out := append([]redis.Z(nil), in...) // Copy input to avoid mutating it
+	sort.Slice(out, func(i, j int) bool {
+		// TODO: If member is a comparable type (int, string, etc) compare by the member
+		// Use generic comparable type here once update to go1.18
+		if _, ok := out[i].Member.(string); ok {
+			// If member is a string, compare the member
+			return out[i].Member.(string) < out[j].Member.(string)
+		}
+		return out[i].Score < out[j].Score
+	})
+	return out
+})
+
 // IgnoreIDOpt is an cmp.Option to ignore ID field in task messages when comparing.
 var IgnoreIDOpt = cmpopts.IgnoreFields(base.TaskMessage{}, "ID")
 
@@ -103,7 +119,7 @@ func NewTaskMessage(taskType string, payload []byte) *base.TaskMessage {
 // task type, payload and queue name.
 func NewTaskMessageWithQueue(taskType string, payload []byte, qname string) *base.TaskMessage {
 	return &base.TaskMessage{
-		ID:       uuid.New(),
+		ID:       uuid.NewString(),
 		Type:     taskType,
 		Queue:    qname,
 		Retry:    25,
@@ -113,6 +129,13 @@ func NewTaskMessageWithQueue(taskType string, payload []byte, qname string) *bas
 	}
 }
 
+// NewLeaseWithClock returns a new lease with the given expiration time and clock.
+func NewLeaseWithClock(expirationTime time.Time, clock timeutil.Clock) *base.Lease {
+	l := base.NewLease(expirationTime)
+	l.Clock = clock
+	return l
+}
+
 // JSON serializes the given key-value pairs into stream of bytes in JSON.
 func JSON(kv map[string]interface{}) []byte {
 	b, err := json.Marshal(kv)
@@ -138,6 +161,12 @@ func TaskMessageWithError(t base.TaskMessage, errMsg string, failedAt time.Time)
 	return &t
 }
 
+// TaskMessageWithCompletedAt returns an updated copy of t after completion.
+func TaskMessageWithCompletedAt(t base.TaskMessage, completedAt time.Time) *base.TaskMessage {
+	t.CompletedAt = completedAt.Unix()
+	return &t
+}
+
 // MustMarshal marshals given task message and returns a json string.
 // Calling test will fail if marshaling errors out.
 func MustMarshal(tb testing.TB, msg *base.TaskMessage) string {
@@ -165,12 +194,12 @@ func FlushDB(tb testing.TB, r redis.UniversalClient) {
 	tb.Helper()
 	switch r := r.(type) {
 	case *redis.Client:
-		if err := r.FlushDB().Err(); err != nil {
+		if err := r.FlushDB(context.Background()).Err(); err != nil {
 			tb.Fatal(err)
 		}
 	case *redis.ClusterClient:
-		err := r.ForEachMaster(func(c *redis.Client) error {
+		err := r.ForEachMaster(context.Background(), func(ctx context.Context, c *redis.Client) error {
-			if err := c.FlushAll().Err(); err != nil {
+			if err := c.FlushAll(ctx).Err(); err != nil {
 				return err
 			}
 			return nil
@@ -184,43 +213,65 @@ func FlushDB(tb testing.TB, r redis.UniversalClient) {
 // SeedPendingQueue initializes the specified queue with the given messages.
 func SeedPendingQueue(tb testing.TB, r redis.UniversalClient, msgs []*base.TaskMessage, qname string) {
 	tb.Helper()
-	r.SAdd(base.AllQueues, qname)
+	r.SAdd(context.Background(), base.AllQueues, qname)
 	seedRedisList(tb, r, base.PendingKey(qname), msgs, base.TaskStatePending)
 }
 
 // SeedActiveQueue initializes the active queue with the given messages.
 func SeedActiveQueue(tb testing.TB, r redis.UniversalClient, msgs []*base.TaskMessage, qname string) {
 	tb.Helper()
-	r.SAdd(base.AllQueues, qname)
+	r.SAdd(context.Background(), base.AllQueues, qname)
 	seedRedisList(tb, r, base.ActiveKey(qname), msgs, base.TaskStateActive)
 }
 
 // SeedScheduledQueue initializes the scheduled queue with the given messages.
 func SeedScheduledQueue(tb testing.TB, r redis.UniversalClient, entries []base.Z, qname string) {
 	tb.Helper()
-	r.SAdd(base.AllQueues, qname)
+	r.SAdd(context.Background(), base.AllQueues, qname)
 	seedRedisZSet(tb, r, base.ScheduledKey(qname), entries, base.TaskStateScheduled)
 }
 
 // SeedRetryQueue initializes the retry queue with the given messages.
 func SeedRetryQueue(tb testing.TB, r redis.UniversalClient, entries []base.Z, qname string) {
 	tb.Helper()
-	r.SAdd(base.AllQueues, qname)
+	r.SAdd(context.Background(), base.AllQueues, qname)
 	seedRedisZSet(tb, r, base.RetryKey(qname), entries, base.TaskStateRetry)
 }
 
 // SeedArchivedQueue initializes the archived queue with the given messages.
 func SeedArchivedQueue(tb testing.TB, r redis.UniversalClient, entries []base.Z, qname string) {
 	tb.Helper()
-	r.SAdd(base.AllQueues, qname)
+	r.SAdd(context.Background(), base.AllQueues, qname)
 	seedRedisZSet(tb, r, base.ArchivedKey(qname), entries, base.TaskStateArchived)
 }
 
-// SeedDeadlines initializes the deadlines set with the given entries.
+// SeedLease initializes the lease set with the given entries.
-func SeedDeadlines(tb testing.TB, r redis.UniversalClient, entries []base.Z, qname string) {
+func SeedLease(tb testing.TB, r redis.UniversalClient, entries []base.Z, qname string) {
 	tb.Helper()
-	r.SAdd(base.AllQueues, qname)
+	r.SAdd(context.Background(), base.AllQueues, qname)
-	seedRedisZSet(tb, r, base.DeadlinesKey(qname), entries, base.TaskStateActive)
+	seedRedisZSet(tb, r, base.LeaseKey(qname), entries, base.TaskStateActive)
+}
+
+// SeedCompletedQueue initializes the completed set witht the given entries.
+func SeedCompletedQueue(tb testing.TB, r redis.UniversalClient, entries []base.Z, qname string) {
+	tb.Helper()
+	r.SAdd(context.Background(), base.AllQueues, qname)
+	seedRedisZSet(tb, r, base.CompletedKey(qname), entries, base.TaskStateCompleted)
+}
+
+// SeedGroup initializes the group with the given entries.
+func SeedGroup(tb testing.TB, r redis.UniversalClient, entries []base.Z, qname, gname string) {
+	tb.Helper()
+	ctx := context.Background()
+	r.SAdd(ctx, base.AllQueues, qname)
+	r.SAdd(ctx, base.AllGroups(qname), gname)
+	seedRedisZSet(tb, r, base.GroupKey(qname, gname), entries, base.TaskStateAggregating)
+}
+
+func SeedAggregationSet(tb testing.TB, r redis.UniversalClient, entries []base.Z, qname, gname, setID string) {
+	tb.Helper()
+	r.SAdd(context.Background(), base.AllQueues, qname)
+	seedRedisZSet(tb, r, base.AggregationSetKey(qname, gname, setID), entries, base.TaskStateAggregating)
 }
 
 // SeedAllPendingQueues initializes all of the specified queues with the given messages.
@@ -265,11 +316,31 @@ func SeedAllArchivedQueues(tb testing.TB, r redis.UniversalClient, archived map[
 	}
 }
 
-// SeedAllDeadlines initializes all of the deadlines with the given entries.
+// SeedAllLease initializes all of the lease sets with the given entries.
-func SeedAllDeadlines(tb testing.TB, r redis.UniversalClient, deadlines map[string][]base.Z) {
+func SeedAllLease(tb testing.TB, r redis.UniversalClient, lease map[string][]base.Z) {
 	tb.Helper()
-	for q, entries := range deadlines {
+	for q, entries := range lease {
-		SeedDeadlines(tb, r, entries, q)
+		SeedLease(tb, r, entries, q)
+	}
+}
+
+// SeedAllCompletedQueues initializes all of the completed queues with the given entries.
+func SeedAllCompletedQueues(tb testing.TB, r redis.UniversalClient, completed map[string][]base.Z) {
+	tb.Helper()
+	for q, entries := range completed {
+		SeedCompletedQueue(tb, r, entries, q)
+	}
+}
+
+// SeedAllGroups initializes all groups in all queues.
+// The map maps queue names to group names which maps to a list of task messages and the time it was
+// added to the group.
+func SeedAllGroups(tb testing.TB, r redis.UniversalClient, groups map[string]map[string][]base.Z) {
+	tb.Helper()
+	for qname, g := range groups {
+		for gname, entries := range g {
+			SeedGroup(tb, r, entries, qname, gname)
+		}
 	}
 }
 
@@ -278,22 +349,21 @@ func seedRedisList(tb testing.TB, c redis.UniversalClient, key string,
 	tb.Helper()
 	for _, msg := range msgs {
 		encoded := MustMarshal(tb, msg)
-		if err := c.LPush(key, msg.ID.String()).Err(); err != nil {
+		if err := c.LPush(context.Background(), key, msg.ID).Err(); err != nil {
 			tb.Fatal(err)
 		}
-		key := base.TaskKey(msg.Queue, msg.ID.String())
+		taskKey := base.TaskKey(msg.Queue, msg.ID)
 		data := map[string]interface{}{
 			"msg":        encoded,
 			"state":      state.String(),
-			"timeout":    msg.Timeout,
-			"deadline":   msg.Deadline,
 			"unique_key": msg.UniqueKey,
+			"group":      msg.GroupKey,
 		}
-		if err := c.HSet(key, data).Err(); err != nil {
+		if err := c.HSet(context.Background(), taskKey, data).Err(); err != nil {
 			tb.Fatal(err)
 		}
 		if len(msg.UniqueKey) > 0 {
-			err := c.SetNX(msg.UniqueKey, msg.ID.String(), 1*time.Minute).Err()
+			err := c.SetNX(context.Background(), msg.UniqueKey, msg.ID, 1*time.Minute).Err()
 			if err != nil {
 				tb.Fatalf("Failed to set unique lock in redis: %v", err)
 			}
@@ -307,23 +377,22 @@ func seedRedisZSet(tb testing.TB, c redis.UniversalClient, key string,
 	for _, item := range items {
 		msg := item.Message
 		encoded := MustMarshal(tb, msg)
-		z := &redis.Z{Member: msg.ID.String(), Score: float64(item.Score)}
+		z := &redis.Z{Member: msg.ID, Score: float64(item.Score)}
-		if err := c.ZAdd(key, z).Err(); err != nil {
+		if err := c.ZAdd(context.Background(), key, z).Err(); err != nil {
 			tb.Fatal(err)
 		}
-		key := base.TaskKey(msg.Queue, msg.ID.String())
+		taskKey := base.TaskKey(msg.Queue, msg.ID)
 		data := map[string]interface{}{
 			"msg":        encoded,
 			"state":      state.String(),
-			"timeout":    msg.Timeout,
-			"deadline":   msg.Deadline,
 			"unique_key": msg.UniqueKey,
+			"group":      msg.GroupKey,
 		}
-		if err := c.HSet(key, data).Err(); err != nil {
+		if err := c.HSet(context.Background(), taskKey, data).Err(); err != nil {
 			tb.Fatal(err)
 		}
 		if len(msg.UniqueKey) > 0 {
-			err := c.SetNX(msg.UniqueKey, msg.ID.String(), 1*time.Minute).Err()
+			err := c.SetNX(context.Background(), msg.UniqueKey, msg.ID, 1*time.Minute).Err()
 			if err != nil {
 				tb.Fatalf("Failed to set unique lock in redis: %v", err)
 			}
@@ -366,6 +435,13 @@ func GetArchivedMessages(tb testing.TB, r redis.UniversalClient, qname string) [
 	return getMessagesFromZSet(tb, r, qname, base.ArchivedKey, base.TaskStateArchived)
 }
 
+// GetCompletedMessages returns all completed task messages in the given queue.
+// It also asserts the state field of the task.
+func GetCompletedMessages(tb testing.TB, r redis.UniversalClient, qname string) []*base.TaskMessage {
+	tb.Helper()
+	return getMessagesFromZSet(tb, r, qname, base.CompletedKey, base.TaskStateCompleted)
+}
+
 // GetScheduledEntries returns all scheduled messages and its score in the given queue.
 // It also asserts the state field of the task.
 func GetScheduledEntries(tb testing.TB, r redis.UniversalClient, qname string) []base.Z {
@@ -387,24 +463,39 @@ func GetArchivedEntries(tb testing.TB, r redis.UniversalClient, qname string) []
 	return getMessagesFromZSetWithScores(tb, r, qname, base.ArchivedKey, base.TaskStateArchived)
 }
 
-// GetDeadlinesEntries returns all task messages and its score in the deadlines set for the given queue.
+// GetLeaseEntries returns all task IDs and its score in the lease set for the given queue.
 // It also asserts the state field of the task.
-func GetDeadlinesEntries(tb testing.TB, r redis.UniversalClient, qname string) []base.Z {
+func GetLeaseEntries(tb testing.TB, r redis.UniversalClient, qname string) []base.Z {
 	tb.Helper()
-	return getMessagesFromZSetWithScores(tb, r, qname, base.DeadlinesKey, base.TaskStateActive)
+	return getMessagesFromZSetWithScores(tb, r, qname, base.LeaseKey, base.TaskStateActive)
+}
+
+// GetCompletedEntries returns all completed messages and its score in the given queue.
+// It also asserts the state field of the task.
+func GetCompletedEntries(tb testing.TB, r redis.UniversalClient, qname string) []base.Z {
+	tb.Helper()
+	return getMessagesFromZSetWithScores(tb, r, qname, base.CompletedKey, base.TaskStateCompleted)
+}
+
+// GetGroupEntries returns all scheduled messages and its score in the given queue.
+// It also asserts the state field of the task.
+func GetGroupEntries(tb testing.TB, r redis.UniversalClient, qname, groupKey string) []base.Z {
+	tb.Helper()
+	return getMessagesFromZSetWithScores(tb, r, qname,
+		func(qname string) string { return base.GroupKey(qname, groupKey) }, base.TaskStateAggregating)
 }
 
 // Retrieves all messages stored under `keyFn(qname)` key in redis list.
 func getMessagesFromList(tb testing.TB, r redis.UniversalClient, qname string,
 	keyFn func(qname string) string, state base.TaskState) []*base.TaskMessage {
 	tb.Helper()
-	ids := r.LRange(keyFn(qname), 0, -1).Val()
+	ids := r.LRange(context.Background(), keyFn(qname), 0, -1).Val()
 	var msgs []*base.TaskMessage
 	for _, id := range ids {
 		taskKey := base.TaskKey(qname, id)
-		data := r.HGet(taskKey, "msg").Val()
+		data := r.HGet(context.Background(), taskKey, "msg").Val()
 		msgs = append(msgs, MustUnmarshal(tb, data))
-		if gotState := r.HGet(taskKey, "state").Val(); gotState != state.String() {
+		if gotState := r.HGet(context.Background(), taskKey, "state").Val(); gotState != state.String() {
 			tb.Errorf("task (id=%q) is in %q state, want %v", id, gotState, state)
 		}
 	}
@@ -415,13 +506,13 @@ func getMessagesFromList(tb testing.TB, r redis.UniversalClient, qname string,
 func getMessagesFromZSet(tb testing.TB, r redis.UniversalClient, qname string,
 	keyFn func(qname string) string, state base.TaskState) []*base.TaskMessage {
 	tb.Helper()
-	ids := r.ZRange(keyFn(qname), 0, -1).Val()
+	ids := r.ZRange(context.Background(), keyFn(qname), 0, -1).Val()
 	var msgs []*base.TaskMessage
 	for _, id := range ids {
 		taskKey := base.TaskKey(qname, id)
-		msg := r.HGet(taskKey, "msg").Val()
+		msg := r.HGet(context.Background(), taskKey, "msg").Val()
 		msgs = append(msgs, MustUnmarshal(tb, msg))
-		if gotState := r.HGet(taskKey, "state").Val(); gotState != state.String() {
+		if gotState := r.HGet(context.Background(), taskKey, "state").Val(); gotState != state.String() {
 			tb.Errorf("task (id=%q) is in %q state, want %v", id, gotState, state)
 		}
 	}
@@ -432,16 +523,120 @@ func getMessagesFromZSet(tb testing.TB, r redis.UniversalClient, qname string,
 func getMessagesFromZSetWithScores(tb testing.TB, r redis.UniversalClient,
 	qname string, keyFn func(qname string) string, state base.TaskState) []base.Z {
 	tb.Helper()
-	zs := r.ZRangeWithScores(keyFn(qname), 0, -1).Val()
+	zs := r.ZRangeWithScores(context.Background(), keyFn(qname), 0, -1).Val()
 	var res []base.Z
 	for _, z := range zs {
 		taskID := z.Member.(string)
 		taskKey := base.TaskKey(qname, taskID)
-		msg := r.HGet(taskKey, "msg").Val()
+		msg := r.HGet(context.Background(), taskKey, "msg").Val()
 		res = append(res, base.Z{Message: MustUnmarshal(tb, msg), Score: int64(z.Score)})
-		if gotState := r.HGet(taskKey, "state").Val(); gotState != state.String() {
+		if gotState := r.HGet(context.Background(), taskKey, "state").Val(); gotState != state.String() {
 			tb.Errorf("task (id=%q) is in %q state, want %v", taskID, gotState, state)
 		}
 	}
 	return res
 }
+
+// TaskSeedData holds the data required to seed tasks under the task key in test.
+type TaskSeedData struct {
+	Msg          *base.TaskMessage
+	State        base.TaskState
+	PendingSince time.Time
+}
+
+func SeedTasks(tb testing.TB, r redis.UniversalClient, taskData []*TaskSeedData) {
+	for _, data := range taskData {
+		msg := data.Msg
+		ctx := context.Background()
+		key := base.TaskKey(msg.Queue, msg.ID)
+		v := map[string]interface{}{
+			"msg":        MustMarshal(tb, msg),
+			"state":      data.State.String(),
+			"unique_key": msg.UniqueKey,
+			"group":      msg.GroupKey,
+		}
+		if !data.PendingSince.IsZero() {
+			v["pending_since"] = data.PendingSince.Unix()
+		}
+		if err := r.HSet(ctx, key, v).Err(); err != nil {
+			tb.Fatalf("Failed to write task data in redis: %v", err)
+		}
+		if len(msg.UniqueKey) > 0 {
+			err := r.SetNX(ctx, msg.UniqueKey, msg.ID, 1*time.Minute).Err()
+			if err != nil {
+				tb.Fatalf("Failed to set unique lock in redis: %v", err)
+			}
+		}
+	}
+}
+
+func SeedRedisZSets(tb testing.TB, r redis.UniversalClient, zsets map[string][]*redis.Z) {
+	for key, zs := range zsets {
+		// FIXME: How come we can't simply do ZAdd(ctx, key, zs...) here?
+		for _, z := range zs {
+			if err := r.ZAdd(context.Background(), key, z).Err(); err != nil {
+				tb.Fatalf("Failed to seed zset (key=%q): %v", key, err)
+			}
+		}
+	}
+}
+
+func SeedRedisSets(tb testing.TB, r redis.UniversalClient, sets map[string][]string) {
+	for key, set := range sets {
+		SeedRedisSet(tb, r, key, set)
+	}
+}
+
+func SeedRedisSet(tb testing.TB, r redis.UniversalClient, key string, members []string) {
+	for _, mem := range members {
+		if err := r.SAdd(context.Background(), key, mem).Err(); err != nil {
+			tb.Fatalf("Failed to seed set (key=%q): %v", key, err)
+		}
+	}
+}
+
+func SeedRedisLists(tb testing.TB, r redis.UniversalClient, lists map[string][]string) {
+	for key, vals := range lists {
+		for _, v := range vals {
+			if err := r.LPush(context.Background(), key, v).Err(); err != nil {
+				tb.Fatalf("Failed to seed list (key=%q): %v", key, err)
+			}
+		}
+	}
+}
+
+func AssertRedisLists(t *testing.T, r redis.UniversalClient, wantLists map[string][]string) {
+	for key, want := range wantLists {
+		got, err := r.LRange(context.Background(), key, 0, -1).Result()
+		if err != nil {
+			t.Fatalf("Failed to read list (key=%q): %v", key, err)
+		}
+		if diff := cmp.Diff(want, got, SortStringSliceOpt); diff != "" {
+			t.Errorf("mismatch found in list (key=%q): (-want,+got)\n%s", key, diff)
+		}
+	}
+}
+
+func AssertRedisSets(t *testing.T, r redis.UniversalClient, wantSets map[string][]string) {
+	for key, want := range wantSets {
+		got, err := r.SMembers(context.Background(), key).Result()
+		if err != nil {
+			t.Fatalf("Failed to read set (key=%q): %v", key, err)
+		}
+		if diff := cmp.Diff(want, got, SortStringSliceOpt); diff != "" {
+			t.Errorf("mismatch found in set (key=%q): (-want,+got)\n%s", key, diff)
+		}
+	}
+}
+
+func AssertRedisZSets(t *testing.T, r redis.UniversalClient, wantZSets map[string][]redis.Z) {
+	for key, want := range wantZSets {
+		got, err := r.ZRangeWithScores(context.Background(), key, 0, -1).Result()
+		if err != nil {
+			t.Fatalf("Failed to read zset (key=%q): %v", key, err)
+		}
+		if diff := cmp.Diff(want, got, SortRedisZSetEntryOpt); diff != "" {
+			t.Errorf("mismatch found in zset (key=%q): (-want,+got)\n%s", key, diff)
+		}
+	}
+}

internal/timeutil/timeutil.go

@@ -0,0 +1,59 @@
+// Copyright 2022 Kentaro Hibino. All rights reserved.
+// Use of this source code is governed by a MIT license
+// that can be found in the LICENSE file.
+
+// Package timeutil exports functions and types related to time and date.
+package timeutil
+
+import (
+	"sync"
+	"time"
+)
+
+// A Clock is an object that can tell you the current time.
+//
+// This interface allows decoupling code that uses time from the code that creates
+// a point in time. You can use this to your advantage by injecting Clocks into interfaces
+// rather than having implementations call time.Now() directly.
+//
+// Use RealClock() in production.
+// Use SimulatedClock() in test.
+type Clock interface {
+	Now() time.Time
+}
+
+func NewRealClock() Clock { return &realTimeClock{} }
+
+type realTimeClock struct{}
+
+func (_ *realTimeClock) Now() time.Time { return time.Now() }
+
+// A SimulatedClock is a concrete Clock implementation that doesn't "tick" on its own.
+// Time is advanced by explicit call to the AdvanceTime() or SetTime() functions.
+// This object is concurrency safe.
+type SimulatedClock struct {
+	mu sync.Mutex
+	t  time.Time // guarded by mu
+}
+
+func NewSimulatedClock(t time.Time) *SimulatedClock {
+	return &SimulatedClock{t: t}
+}
+
+func (c *SimulatedClock) Now() time.Time {
+	c.mu.Lock()
+	defer c.mu.Unlock()
+	return c.t
+}
+
+func (c *SimulatedClock) SetTime(t time.Time) {
+	c.mu.Lock()
+	defer c.mu.Unlock()
+	c.t = t
+}
+
+func (c *SimulatedClock) AdvanceTime(d time.Duration) {
+	c.mu.Lock()
+	defer c.mu.Unlock()
+	c.t = c.t.Add(d)
+}

internal/timeutil/timeutil_test.go

@@ -0,0 +1,48 @@
+// Copyright 2022 Kentaro Hibino. All rights reserved.
+// Use of this source code is governed by a MIT license
+// that can be found in the LICENSE file.
+
+package timeutil
+
+import (
+	"testing"
+	"time"
+)
+
+func TestSimulatedClock(t *testing.T) {
+	now := time.Now()
+
+	tests := []struct {
+		desc      string
+		initTime  time.Time
+		advanceBy time.Duration
+		wantTime  time.Time
+	}{
+		{
+			desc:      "advance time forward",
+			initTime:  now,
+			advanceBy: 30 * time.Second,
+			wantTime:  now.Add(30 * time.Second),
+		},
+		{
+			desc:      "advance time backward",
+			initTime:  now,
+			advanceBy: -10 * time.Second,
+			wantTime:  now.Add(-10 * time.Second),
+		},
+	}
+
+	for _, tc := range tests {
+		c := NewSimulatedClock(tc.initTime)
+
+		if c.Now() != tc.initTime {
+			t.Errorf("%s: Before Advance; SimulatedClock.Now() = %v, want %v", tc.desc, c.Now(), tc.initTime)
+		}
+
+		c.AdvanceTime(tc.advanceBy)
+
+		if c.Now() != tc.wantTime {
+			t.Errorf("%s: After Advance; SimulatedClock.Now() = %v, want %v", tc.desc, c.Now(), tc.wantTime)
+		}
+	}
+}

janitor.go

@@ -0,0 +1,81 @@
+// Copyright 2021 Kentaro Hibino. All rights reserved.
+// Use of this source code is governed by a MIT license
+// that can be found in the LICENSE file.
+
+package asynq
+
+import (
+	"sync"
+	"time"
+
+	"github.com/hibiken/asynq/internal/base"
+	"github.com/hibiken/asynq/internal/log"
+)
+
+// A janitor is responsible for deleting expired completed tasks from the specified
+// queues. It periodically checks for any expired tasks in the completed set, and
+// deletes them.
+type janitor struct {
+	logger *log.Logger
+	broker base.Broker
+
+	// channel to communicate back to the long running "janitor" goroutine.
+	done chan struct{}
+
+	// list of queue names to check.
+	queues []string
+
+	// average interval between checks.
+	avgInterval time.Duration
+}
+
+type janitorParams struct {
+	logger   *log.Logger
+	broker   base.Broker
+	queues   []string
+	interval time.Duration
+}
+
+func newJanitor(params janitorParams) *janitor {
+	return &janitor{
+		logger:      params.logger,
+		broker:      params.broker,
+		done:        make(chan struct{}),
+		queues:      params.queues,
+		avgInterval: params.interval,
+	}
+}
+
+func (j *janitor) shutdown() {
+	j.logger.Debug("Janitor shutting down...")
+	// Signal the janitor goroutine to stop.
+	j.done <- struct{}{}
+}
+
+// start starts the "janitor" goroutine.
+func (j *janitor) start(wg *sync.WaitGroup) {
+	wg.Add(1)
+	timer := time.NewTimer(j.avgInterval) // randomize this interval with margin of 1s
+	go func() {
+		defer wg.Done()
+		for {
+			select {
+			case <-j.done:
+				j.logger.Debug("Janitor done")
+				return
+			case <-timer.C:
+				j.exec()
+				timer.Reset(j.avgInterval)
+			}
+		}
+	}()
+}
+
+func (j *janitor) exec() {
+	for _, qname := range j.queues {
+		if err := j.broker.DeleteExpiredCompletedTasks(qname); err != nil {
+			j.logger.Errorf("Failed to delete expired completed tasks from queue %q: %v",
+				qname, err)
+		}
+	}
+}

janitor_test.go

@@ -0,0 +1,89 @@
+// Copyright 2021 Kentaro Hibino. All rights reserved.
+// Use of this source code is governed by a MIT license
+// that can be found in the LICENSE file.
+
+package asynq
+
+import (
+	"sync"
+	"testing"
+	"time"
+
+	"github.com/google/go-cmp/cmp"
+	"github.com/hibiken/asynq/internal/base"
+	"github.com/hibiken/asynq/internal/rdb"
+	h "github.com/hibiken/asynq/internal/testutil"
+)
+
+func newCompletedTask(qname, tasktype string, payload []byte, completedAt time.Time) *base.TaskMessage {
+	msg := h.NewTaskMessageWithQueue(tasktype, payload, qname)
+	msg.CompletedAt = completedAt.Unix()
+	return msg
+}
+
+func TestJanitor(t *testing.T) {
+	r := setup(t)
+	defer r.Close()
+	rdbClient := rdb.NewRDB(r)
+	const interval = 1 * time.Second
+	janitor := newJanitor(janitorParams{
+		logger:   testLogger,
+		broker:   rdbClient,
+		queues:   []string{"default", "custom"},
+		interval: interval,
+	})
+
+	now := time.Now()
+	hourAgo := now.Add(-1 * time.Hour)
+	minuteAgo := now.Add(-1 * time.Minute)
+	halfHourAgo := now.Add(-30 * time.Minute)
+	halfHourFromNow := now.Add(30 * time.Minute)
+	fiveMinFromNow := now.Add(5 * time.Minute)
+	msg1 := newCompletedTask("default", "task1", nil, hourAgo)
+	msg2 := newCompletedTask("default", "task2", nil, minuteAgo)
+	msg3 := newCompletedTask("custom", "task3", nil, hourAgo)
+	msg4 := newCompletedTask("custom", "task4", nil, minuteAgo)
+
+	tests := []struct {
+		completed     map[string][]base.Z // initial completed sets
+		wantCompleted map[string][]base.Z // expected completed sets after janitor runs
+	}{
+		{
+			completed: map[string][]base.Z{
+				"default": {
+					{Message: msg1, Score: halfHourAgo.Unix()},
+					{Message: msg2, Score: fiveMinFromNow.Unix()},
+				},
+				"custom": {
+					{Message: msg3, Score: halfHourFromNow.Unix()},
+					{Message: msg4, Score: minuteAgo.Unix()},
+				},
+			},
+			wantCompleted: map[string][]base.Z{
+				"default": {
+					{Message: msg2, Score: fiveMinFromNow.Unix()},
+				},
+				"custom": {
+					{Message: msg3, Score: halfHourFromNow.Unix()},
+				},
+			},
+		},
+	}
+
+	for _, tc := range tests {
+		h.FlushDB(t, r)
+		h.SeedAllCompletedQueues(t, r, tc.completed)
+
+		var wg sync.WaitGroup
+		janitor.start(&wg)
+		time.Sleep(2 * interval) // make sure to let janitor run at least one time
+		janitor.shutdown()
+
+		for qname, want := range tc.wantCompleted {
+			got := h.GetCompletedEntries(t, r, qname)
+			if diff := cmp.Diff(want, got, h.SortZSetEntryOpt); diff != "" {
+				t.Errorf("diff found in %q after running janitor: (-want, +got)\n%s", base.CompletedKey(qname), diff)
+			}
+		}
+	}
+}

periodic_task_manager.go

@@ -0,0 +1,243 @@
+// Copyright 2022 Kentaro Hibino. All rights reserved.
+// Use of this source code is governed by a MIT license
+// that can be found in the LICENSE file.
+
+package asynq
+
+import (
+	"crypto/sha256"
+	"fmt"
+	"io"
+	"sort"
+	"sync"
+	"time"
+)
+
+// PeriodicTaskManager manages scheduling of periodic tasks.
+// It syncs scheduler's entries by calling the config provider periodically.
+type PeriodicTaskManager struct {
+	s            *Scheduler
+	p            PeriodicTaskConfigProvider
+	syncInterval time.Duration
+	done         chan (struct{})
+	wg           sync.WaitGroup
+	m            map[string]string // map[hash]entryID
+}
+
+type PeriodicTaskManagerOpts struct {
+	// Required: must be non nil
+	PeriodicTaskConfigProvider PeriodicTaskConfigProvider
+
+	// Required: must be non nil
+	RedisConnOpt RedisConnOpt
+
+	// Optional: scheduler options
+	*SchedulerOpts
+
+	// Optional: default is 3m
+	SyncInterval time.Duration
+}
+
+const defaultSyncInterval = 3 * time.Minute
+
+// NewPeriodicTaskManager returns a new PeriodicTaskManager instance.
+// The given opts should specify the RedisConnOp and PeriodicTaskConfigProvider at minimum.
+func NewPeriodicTaskManager(opts PeriodicTaskManagerOpts) (*PeriodicTaskManager, error) {
+	if opts.PeriodicTaskConfigProvider == nil {
+		return nil, fmt.Errorf("PeriodicTaskConfigProvider cannot be nil")
+	}
+	if opts.RedisConnOpt == nil {
+		return nil, fmt.Errorf("RedisConnOpt cannot be nil")
+	}
+	scheduler := NewScheduler(opts.RedisConnOpt, opts.SchedulerOpts)
+	syncInterval := opts.SyncInterval
+	if syncInterval == 0 {
+		syncInterval = defaultSyncInterval
+	}
+	return &PeriodicTaskManager{
+		s:            scheduler,
+		p:            opts.PeriodicTaskConfigProvider,
+		syncInterval: syncInterval,
+		done:         make(chan struct{}),
+		m:            make(map[string]string),
+	}, nil
+}
+
+// PeriodicTaskConfigProvider provides configs for periodic tasks.
+// GetConfigs will be called by a PeriodicTaskManager periodically to
+// sync the scheduler's entries with the configs returned by the provider.
+type PeriodicTaskConfigProvider interface {
+	GetConfigs() ([]*PeriodicTaskConfig, error)
+}
+
+// PeriodicTaskConfig specifies the details of a periodic task.
+type PeriodicTaskConfig struct {
+	Cronspec string   // required: must be non empty string
+	Task     *Task    // required: must be non nil
+	Opts     []Option // optional: can be nil
+}
+
+func (c *PeriodicTaskConfig) hash() string {
+	h := sha256.New()
+	io.WriteString(h, c.Cronspec)
+	io.WriteString(h, c.Task.Type())
+	h.Write(c.Task.Payload())
+	opts := stringifyOptions(c.Opts)
+	sort.Strings(opts)
+	for _, opt := range opts {
+		io.WriteString(h, opt)
+	}
+	return fmt.Sprintf("%x", h.Sum(nil))
+}
+
+func validatePeriodicTaskConfig(c *PeriodicTaskConfig) error {
+	if c == nil {
+		return fmt.Errorf("PeriodicTaskConfig cannot be nil")
+	}
+	if c.Task == nil {
+		return fmt.Errorf("PeriodicTaskConfig.Task cannot be nil")
+	}
+	if c.Cronspec == "" {
+		return fmt.Errorf("PeriodicTaskConfig.Cronspec cannot be empty")
+	}
+	return nil
+}
+
+// Start starts a scheduler and background goroutine to sync the scheduler with the configs
+// returned by the provider.
+//
+// Start returns any error encountered at start up time.
+func (mgr *PeriodicTaskManager) Start() error {
+	if mgr.s == nil || mgr.p == nil {
+		panic("asynq: cannot start uninitialized PeriodicTaskManager; use NewPeriodicTaskManager to initialize")
+	}
+	if err := mgr.initialSync(); err != nil {
+		return fmt.Errorf("asynq: %v", err)
+	}
+	if err := mgr.s.Start(); err != nil {
+		return fmt.Errorf("asynq: %v", err)
+	}
+	mgr.wg.Add(1)
+	go func() {
+		defer mgr.wg.Done()
+		ticker := time.NewTicker(mgr.syncInterval)
+		for {
+			select {
+			case <-mgr.done:
+				mgr.s.logger.Debugf("Stopping syncer goroutine")
+				ticker.Stop()
+				return
+			case <-ticker.C:
+				mgr.sync()
+			}
+		}
+	}()
+	return nil
+}
+
+// Shutdown gracefully shuts down the manager.
+// It notifies a background syncer goroutine to stop and stops scheduler.
+func (mgr *PeriodicTaskManager) Shutdown() {
+	close(mgr.done)
+	mgr.wg.Wait()
+	mgr.s.Shutdown()
+}
+
+// Run starts the manager and blocks until an os signal to exit the program is received.
+// Once it receives a signal, it gracefully shuts down the manager.
+func (mgr *PeriodicTaskManager) Run() error {
+	if err := mgr.Start(); err != nil {
+		return err
+	}
+	mgr.s.waitForSignals()
+	mgr.Shutdown()
+	mgr.s.logger.Debugf("PeriodicTaskManager exiting")
+	return nil
+}
+
+func (mgr *PeriodicTaskManager) initialSync() error {
+	configs, err := mgr.p.GetConfigs()
+	if err != nil {
+		return fmt.Errorf("initial call to GetConfigs failed: %v", err)
+	}
+	for _, c := range configs {
+		if err := validatePeriodicTaskConfig(c); err != nil {
+			return fmt.Errorf("initial call to GetConfigs contained an invalid config: %v", err)
+		}
+	}
+	mgr.add(configs)
+	return nil
+}
+
+func (mgr *PeriodicTaskManager) add(configs []*PeriodicTaskConfig) {
+	for _, c := range configs {
+		entryID, err := mgr.s.Register(c.Cronspec, c.Task, c.Opts...)
+		if err != nil {
+			mgr.s.logger.Errorf("Failed to register periodic task: cronspec=%q task=%q",
+				c.Cronspec, c.Task.Type())
+			continue
+		}
+		mgr.m[c.hash()] = entryID
+		mgr.s.logger.Infof("Successfully registered periodic task: cronspec=%q task=%q, entryID=%s",
+			c.Cronspec, c.Task.Type(), entryID)
+	}
+}
+
+func (mgr *PeriodicTaskManager) remove(removed map[string]string) {
+	for hash, entryID := range removed {
+		if err := mgr.s.Unregister(entryID); err != nil {
+			mgr.s.logger.Errorf("Failed to unregister periodic task: %v", err)
+			continue
+		}
+		delete(mgr.m, hash)
+		mgr.s.logger.Infof("Successfully unregistered periodic task: entryID=%s", entryID)
+	}
+}
+
+func (mgr *PeriodicTaskManager) sync() {
+	configs, err := mgr.p.GetConfigs()
+	if err != nil {
+		mgr.s.logger.Errorf("Failed to get periodic task configs: %v", err)
+		return
+	}
+	for _, c := range configs {
+		if err := validatePeriodicTaskConfig(c); err != nil {
+			mgr.s.logger.Errorf("Failed to sync: GetConfigs returned an invalid config: %v", err)
+			return
+		}
+	}
+	// Diff and only register/unregister the newly added/removed entries.
+	removed := mgr.diffRemoved(configs)
+	added := mgr.diffAdded(configs)
+	mgr.remove(removed)
+	mgr.add(added)
+}
+
+// diffRemoved diffs the incoming configs with the registered config and returns
+// a map containing hash and entryID of each config that was removed.
+func (mgr *PeriodicTaskManager) diffRemoved(configs []*PeriodicTaskConfig) map[string]string {
+	newConfigs := make(map[string]string)
+	for _, c := range configs {
+		newConfigs[c.hash()] = "" // empty value since we don't have entryID yet
+	}
+	removed := make(map[string]string)
+	for k, v := range mgr.m {
+		// test whether existing config is present in the incoming configs
+		if _, found := newConfigs[k]; !found {
+			removed[k] = v
+		}
+	}
+	return removed
+}
+
+// diffAdded diffs the incoming configs with the registered configs and returns
+// a list of configs that were added.
+func (mgr *PeriodicTaskManager) diffAdded(configs []*PeriodicTaskConfig) []*PeriodicTaskConfig {
+	var added []*PeriodicTaskConfig
+	for _, c := range configs {
+		if _, found := mgr.m[c.hash()]; !found {
+			added = append(added, c)
+		}
+	}
+	return added
+}

periodic_task_manager_test.go

@@ -0,0 +1,343 @@
+// Copyright 2022 Kentaro Hibino. All rights reserved.
+// Use of this source code is governed by a MIT license
+// that can be found in the LICENSE file.
+
+package asynq
+
+import (
+	"sort"
+	"sync"
+	"testing"
+	"time"
+
+	"github.com/google/go-cmp/cmp"
+)
+
+// Trivial implementation of PeriodicTaskConfigProvider for testing purpose.
+type FakeConfigProvider struct {
+	mu   sync.Mutex
+	cfgs []*PeriodicTaskConfig
+}
+
+func (p *FakeConfigProvider) SetConfigs(cfgs []*PeriodicTaskConfig) {
+	p.mu.Lock()
+	defer p.mu.Unlock()
+	p.cfgs = cfgs
+}
+
+func (p *FakeConfigProvider) GetConfigs() ([]*PeriodicTaskConfig, error) {
+	p.mu.Lock()
+	defer p.mu.Unlock()
+	return p.cfgs, nil
+}
+
+func TestNewPeriodicTaskManager(t *testing.T) {
+	cfgs := []*PeriodicTaskConfig{
+		{Cronspec: "* * * * *", Task: NewTask("foo", nil)},
+		{Cronspec: "* * * * *", Task: NewTask("bar", nil)},
+	}
+	tests := []struct {
+		desc string
+		opts PeriodicTaskManagerOpts
+	}{
+		{
+			desc: "with provider and redisConnOpt",
+			opts: PeriodicTaskManagerOpts{
+				RedisConnOpt:               RedisClientOpt{Addr: ":6379"},
+				PeriodicTaskConfigProvider: &FakeConfigProvider{cfgs: cfgs},
+			},
+		},
+		{
+			desc: "with sync option",
+			opts: PeriodicTaskManagerOpts{
+				RedisConnOpt:               RedisClientOpt{Addr: ":6379"},
+				PeriodicTaskConfigProvider: &FakeConfigProvider{cfgs: cfgs},
+				SyncInterval:               5 * time.Minute,
+			},
+		},
+		{
+			desc: "with scheduler option",
+			opts: PeriodicTaskManagerOpts{
+				RedisConnOpt:               RedisClientOpt{Addr: ":6379"},
+				PeriodicTaskConfigProvider: &FakeConfigProvider{cfgs: cfgs},
+				SyncInterval:               5 * time.Minute,
+				SchedulerOpts: &SchedulerOpts{
+					LogLevel: DebugLevel,
+				},
+			},
+		},
+	}
+
+	for _, tc := range tests {
+		_, err := NewPeriodicTaskManager(tc.opts)
+		if err != nil {
+			t.Errorf("%s; NewPeriodicTaskManager returned error: %v", tc.desc, err)
+		}
+	}
+}
+
+func TestNewPeriodicTaskManagerError(t *testing.T) {
+	cfgs := []*PeriodicTaskConfig{
+		{Cronspec: "* * * * *", Task: NewTask("foo", nil)},
+		{Cronspec: "* * * * *", Task: NewTask("bar", nil)},
+	}
+	tests := []struct {
+		desc string
+		opts PeriodicTaskManagerOpts
+	}{
+		{
+			desc: "without provider",
+			opts: PeriodicTaskManagerOpts{
+				RedisConnOpt: RedisClientOpt{Addr: ":6379"},
+			},
+		},
+		{
+			desc: "without redisConOpt",
+			opts: PeriodicTaskManagerOpts{
+				PeriodicTaskConfigProvider: &FakeConfigProvider{cfgs: cfgs},
+			},
+		},
+	}
+
+	for _, tc := range tests {
+		_, err := NewPeriodicTaskManager(tc.opts)
+		if err == nil {
+			t.Errorf("%s; NewPeriodicTaskManager did not return error", tc.desc)
+		}
+	}
+}
+
+func TestPeriodicTaskConfigHash(t *testing.T) {
+	tests := []struct {
+		desc   string
+		a      *PeriodicTaskConfig
+		b      *PeriodicTaskConfig
+		isSame bool
+	}{
+		{
+			desc: "basic identity test",
+			a: &PeriodicTaskConfig{
+				Cronspec: "* * * * *",
+				Task:     NewTask("foo", nil),
+			},
+			b: &PeriodicTaskConfig{
+				Cronspec: "* * * * *",
+				Task:     NewTask("foo", nil),
+			},
+			isSame: true,
+		},
+		{
+			desc: "with a option",
+			a: &PeriodicTaskConfig{
+				Cronspec: "* * * * *",
+				Task:     NewTask("foo", nil),
+				Opts:     []Option{Queue("myqueue")},
+			},
+			b: &PeriodicTaskConfig{
+				Cronspec: "* * * * *",
+				Task:     NewTask("foo", nil),
+				Opts:     []Option{Queue("myqueue")},
+			},
+			isSame: true,
+		},
+		{
+			desc: "with multiple options (different order)",
+			a: &PeriodicTaskConfig{
+				Cronspec: "* * * * *",
+				Task:     NewTask("foo", nil),
+				Opts:     []Option{Unique(5 * time.Minute), Queue("myqueue")},
+			},
+			b: &PeriodicTaskConfig{
+				Cronspec: "* * * * *",
+				Task:     NewTask("foo", nil),
+				Opts:     []Option{Queue("myqueue"), Unique(5 * time.Minute)},
+			},
+			isSame: true,
+		},
+		{
+			desc: "with payload",
+			a: &PeriodicTaskConfig{
+				Cronspec: "* * * * *",
+				Task:     NewTask("foo", []byte("hello world!")),
+				Opts:     []Option{Queue("myqueue")},
+			},
+			b: &PeriodicTaskConfig{
+				Cronspec: "* * * * *",
+				Task:     NewTask("foo", []byte("hello world!")),
+				Opts:     []Option{Queue("myqueue")},
+			},
+			isSame: true,
+		},
+		{
+			desc: "with different cronspecs",
+			a: &PeriodicTaskConfig{
+				Cronspec: "* * * * *",
+				Task:     NewTask("foo", nil),
+			},
+			b: &PeriodicTaskConfig{
+				Cronspec: "5 * * * *",
+				Task:     NewTask("foo", nil),
+			},
+			isSame: false,
+		},
+		{
+			desc: "with different task type",
+			a: &PeriodicTaskConfig{
+				Cronspec: "* * * * *",
+				Task:     NewTask("foo", nil),
+			},
+			b: &PeriodicTaskConfig{
+				Cronspec: "* * * * *",
+				Task:     NewTask("bar", nil),
+			},
+			isSame: false,
+		},
+		{
+			desc: "with different options",
+			a: &PeriodicTaskConfig{
+				Cronspec: "* * * * *",
+				Task:     NewTask("foo", nil),
+				Opts:     []Option{Queue("myqueue")},
+			},
+			b: &PeriodicTaskConfig{
+				Cronspec: "* * * * *",
+				Task:     NewTask("foo", nil),
+				Opts:     []Option{Unique(10 * time.Minute)},
+			},
+			isSame: false,
+		},
+		{
+			desc: "with different options (one is subset of the other)",
+			a: &PeriodicTaskConfig{
+				Cronspec: "* * * * *",
+				Task:     NewTask("foo", nil),
+				Opts:     []Option{Queue("myqueue")},
+			},
+			b: &PeriodicTaskConfig{
+				Cronspec: "* * * * *",
+				Task:     NewTask("foo", nil),
+				Opts:     []Option{Queue("myqueue"), Unique(10 * time.Minute)},
+			},
+			isSame: false,
+		},
+		{
+			desc: "with different payload",
+			a: &PeriodicTaskConfig{
+				Cronspec: "* * * * *",
+				Task:     NewTask("foo", []byte("hello!")),
+				Opts:     []Option{Queue("myqueue")},
+			},
+			b: &PeriodicTaskConfig{
+				Cronspec: "* * * * *",
+				Task:     NewTask("foo", []byte("HELLO!")),
+				Opts:     []Option{Queue("myqueue"), Unique(10 * time.Minute)},
+			},
+			isSame: false,
+		},
+	}
+
+	for _, tc := range tests {
+		if tc.isSame && tc.a.hash() != tc.b.hash() {
+			t.Errorf("%s: a.hash=%s b.hash=%s expected to be equal",
+				tc.desc, tc.a.hash(), tc.b.hash())
+		}
+		if !tc.isSame && tc.a.hash() == tc.b.hash() {
+			t.Errorf("%s: a.hash=%s b.hash=%s expected to be not equal",
+				tc.desc, tc.a.hash(), tc.b.hash())
+		}
+	}
+}
+
+// Things to test.
+// - Run the manager
+// - Change provider to return new configs
+// - Verify that the scheduler synced with the new config
+func TestPeriodicTaskManager(t *testing.T) {
+	// Note: In this test, we'll use task type as an ID for each config.
+	cfgs := []*PeriodicTaskConfig{
+		{Task: NewTask("task1", nil), Cronspec: "* * * * 1"},
+		{Task: NewTask("task2", nil), Cronspec: "* * * * 2"},
+	}
+	const syncInterval = 3 * time.Second
+	provider := &FakeConfigProvider{cfgs: cfgs}
+	mgr, err := NewPeriodicTaskManager(PeriodicTaskManagerOpts{
+		RedisConnOpt:               getRedisConnOpt(t),
+		PeriodicTaskConfigProvider: provider,
+		SyncInterval:               syncInterval,
+	})
+	if err != nil {
+		t.Fatalf("Failed to initialize PeriodicTaskManager: %v", err)
+	}
+
+	if err := mgr.Start(); err != nil {
+		t.Fatalf("Failed to start PeriodicTaskManager: %v", err)
+	}
+	defer mgr.Shutdown()
+
+	got := extractCronEntries(mgr.s)
+	want := []*cronEntry{
+		{Cronspec: "* * * * 1", TaskType: "task1"},
+		{Cronspec: "* * * * 2", TaskType: "task2"},
+	}
+	if diff := cmp.Diff(want, got, sortCronEntry); diff != "" {
+		t.Errorf("Diff found in scheduler's registered entries: %s", diff)
+	}
+
+	// Change the underlying configs
+	// - task2 removed
+	// - task3 added
+	provider.SetConfigs([]*PeriodicTaskConfig{
+		{Task: NewTask("task1", nil), Cronspec: "* * * * 1"},
+		{Task: NewTask("task3", nil), Cronspec: "* * * * 3"},
+	})
+
+	// Wait for the next sync
+	time.Sleep(syncInterval * 2)
+
+	// Verify the entries are synced
+	got = extractCronEntries(mgr.s)
+	want = []*cronEntry{
+		{Cronspec: "* * * * 1", TaskType: "task1"},
+		{Cronspec: "* * * * 3", TaskType: "task3"},
+	}
+	if diff := cmp.Diff(want, got, sortCronEntry); diff != "" {
+		t.Errorf("Diff found in scheduler's registered entries: %s", diff)
+	}
+
+	// Change the underlying configs
+	// All configs removed, empty set.
+	provider.SetConfigs([]*PeriodicTaskConfig{})
+
+	// Wait for the next sync
+	time.Sleep(syncInterval * 2)
+
+	// Verify the entries are synced
+	got = extractCronEntries(mgr.s)
+	want = []*cronEntry{}
+	if diff := cmp.Diff(want, got, sortCronEntry); diff != "" {
+		t.Errorf("Diff found in scheduler's registered entries: %s", diff)
+	}
+}
+
+func extractCronEntries(s *Scheduler) []*cronEntry {
+	var out []*cronEntry
+	for _, e := range s.cron.Entries() {
+		job := e.Job.(*enqueueJob)
+		out = append(out, &cronEntry{Cronspec: job.cronspec, TaskType: job.task.Type()})
+	}
+	return out
+}
+
+var sortCronEntry = cmp.Transformer("sortCronEntry", func(in []*cronEntry) []*cronEntry {
+	out := append([]*cronEntry(nil), in...)
+	sort.Slice(out, func(i, j int) bool {
+		return out[i].TaskType < out[j].TaskType
+	})
+	return out
+})
+
+// A simple struct to allow for simpler comparison in test.
+type cronEntry struct {
+	Cronspec string
+	TaskType string
+}

processor.go

@@ -7,6 +7,7 @@ package asynq
 import (
 	"context"
 	"fmt"
+	"math"
 	"math/rand"
 	"runtime"
 	"runtime/debug"
@@ -16,16 +17,20 @@ import (
 	"time"
 
 	"github.com/hibiken/asynq/internal/base"
+	asynqcontext "github.com/hibiken/asynq/internal/context"
 	"github.com/hibiken/asynq/internal/errors"
 	"github.com/hibiken/asynq/internal/log"
+	"github.com/hibiken/asynq/internal/timeutil"
 	"golang.org/x/time/rate"
 )
 
 type processor struct {
 	logger *log.Logger
 	broker base.Broker
+	clock  timeutil.Clock
 
-	handler Handler
+	handler   Handler
+	baseCtxFn func() context.Context
 
 	queueConfig map[string]int
 
@@ -33,6 +38,7 @@ type processor struct {
 	orderedQueues []string
 
 	retryDelayFunc RetryDelayFunc
+	isFailureFunc  func(error) bool
 
 	errHandler ErrorHandler
 
@@ -69,7 +75,9 @@ type processor struct {
 type processorParams struct {
 	logger          *log.Logger
 	broker          base.Broker
+	baseCtxFn       func() context.Context
 	retryDelayFunc  RetryDelayFunc
+	isFailureFunc   func(error) bool
 	syncCh          chan<- *syncRequest
 	cancelations    *base.Cancelations
 	concurrency     int
@@ -91,9 +99,12 @@ func newProcessor(params processorParams) *processor {
 	return &processor{
 		logger:          params.logger,
 		broker:          params.broker,
+		baseCtxFn:       params.baseCtxFn,
+		clock:           timeutil.NewRealClock(),
 		queueConfig:     queues,
 		orderedQueues:   orderedQueues,
 		retryDelayFunc:  params.retryDelayFunc,
+		isFailureFunc:   params.isFailureFunc,
 		syncRequestCh:   params.syncCh,
 		cancelations:    params.cancelations,
 		errLogLimiter:   rate.NewLimiter(rate.Every(3*time.Second), 1),
@@ -160,7 +171,7 @@ func (p *processor) exec() {
 		return
 	case p.sema <- struct{}{}: // acquire token
 		qnames := p.queues()
-		msg, deadline, err := p.broker.Dequeue(qnames...)
+		msg, leaseExpirationTime, err := p.broker.Dequeue(qnames...)
 		switch {
 		case errors.Is(err, errors.ErrNoProcessableTask):
 			p.logger.Debug("All queues are empty")
@@ -179,60 +190,77 @@ func (p *processor) exec() {
 			return
 		}
 
-		p.starting <- &workerInfo{msg, time.Now(), deadline}
+		lease := base.NewLease(leaseExpirationTime)
+		deadline := p.computeDeadline(msg)
+		p.starting <- &workerInfo{msg, time.Now(), deadline, lease}
 		go func() {
 			defer func() {
 				p.finished <- msg
 				<-p.sema // release token
 			}()
 
-			ctx, cancel := createContext(msg, deadline)
+			ctx, cancel := asynqcontext.New(p.baseCtxFn(), msg, deadline)
-			p.cancelations.Add(msg.ID.String(), cancel)
+			p.cancelations.Add(msg.ID, cancel)
 			defer func() {
 				cancel()
-				p.cancelations.Delete(msg.ID.String())
+				p.cancelations.Delete(msg.ID)
 			}()
 
 			// check context before starting a worker goroutine.
 			select {
 			case <-ctx.Done():
 				// already canceled (e.g. deadline exceeded).
-				p.retryOrKill(ctx, msg, ctx.Err())
+				p.handleFailedMessage(ctx, lease, msg, ctx.Err())
 				return
 			default:
 			}
 
 			resCh := make(chan error, 1)
 			go func() {
-				resCh <- p.perform(ctx, NewTask(msg.Type, msg.Payload))
+				task := newTask(
+					msg.Type,
+					msg.Payload,
+					&ResultWriter{
+						id:     msg.ID,
+						qname:  msg.Queue,
+						broker: p.broker,
+						ctx:    ctx,
+					},
+				)
+				resCh <- p.perform(ctx, task)
 			}()
 
 			select {
 			case <-p.abort:
 				// time is up, push the message back to queue and quit this worker goroutine.
 				p.logger.Warnf("Quitting worker. task id=%s", msg.ID)
-				p.requeue(msg)
+				p.requeue(lease, msg)
+				return
+			case <-lease.Done():
+				cancel()
+				p.handleFailedMessage(ctx, lease, msg, ErrLeaseExpired)
 				return
 			case <-ctx.Done():
-				p.retryOrKill(ctx, msg, ctx.Err())
+				p.handleFailedMessage(ctx, lease, msg, ctx.Err())
 				return
 			case resErr := <-resCh:
-				// Note: One of three things should happen.
-				// 1) Done     -> Removes the message from Active
-				// 2) Retry    -> Removes the message from Active & Adds the message to Retry
-				// 3) Archive  -> Removes the message from Active & Adds the message to archive
 				if resErr != nil {
-					p.retryOrKill(ctx, msg, resErr)
+					p.handleFailedMessage(ctx, lease, msg, resErr)
 					return
 				}
-				p.markAsDone(ctx, msg)
+				p.handleSucceededMessage(lease, msg)
 			}
 		}()
 	}
 }
 
-func (p *processor) requeue(msg *base.TaskMessage) {
+func (p *processor) requeue(l *base.Lease, msg *base.TaskMessage) {
-	err := p.broker.Requeue(msg)
+	if !l.IsValid() {
+		// If lease is not valid, do not write to redis; Let recoverer take care of it.
+		return
+	}
+	ctx, _ := context.WithDeadline(context.Background(), l.Deadline())
+	err := p.broker.Requeue(ctx, msg)
 	if err != nil {
 		p.logger.Errorf("Could not push task id=%s back to queue: %v", msg.ID, err)
 	} else {
@@ -240,21 +268,51 @@ func (p *processor) requeue(msg *base.TaskMessage) {
 	}
 }
 
-func (p *processor) markAsDone(ctx context.Context, msg *base.TaskMessage) {
+func (p *processor) handleSucceededMessage(l *base.Lease, msg *base.TaskMessage) {
-	err := p.broker.Done(msg)
+	if msg.Retention > 0 {
+		p.markAsComplete(l, msg)
+	} else {
+		p.markAsDone(l, msg)
+	}
+}
+
+func (p *processor) markAsComplete(l *base.Lease, msg *base.TaskMessage) {
+	if !l.IsValid() {
+		// If lease is not valid, do not write to redis; Let recoverer take care of it.
+		return
+	}
+	ctx, _ := context.WithDeadline(context.Background(), l.Deadline())
+	err := p.broker.MarkAsComplete(ctx, msg)
 	if err != nil {
-		errMsg := fmt.Sprintf("Could not remove task id=%s type=%q from %q err: %+v", msg.ID, msg.Type, base.ActiveKey(msg.Queue), err)
+		errMsg := fmt.Sprintf("Could not move task id=%s type=%q from %q to %q:  %+v",
-		deadline, ok := ctx.Deadline()
+			msg.ID, msg.Type, base.ActiveKey(msg.Queue), base.CompletedKey(msg.Queue), err)
-		if !ok {
-			panic("asynq: internal error: missing deadline in context")
-		}
 		p.logger.Warnf("%s; Will retry syncing", errMsg)
 		p.syncRequestCh <- &syncRequest{
 			fn: func() error {
-				return p.broker.Done(msg)
+				return p.broker.MarkAsComplete(ctx, msg)
 			},
 			errMsg:   errMsg,
-			deadline: deadline,
+			deadline: l.Deadline(),
+		}
+	}
+}
+
+func (p *processor) markAsDone(l *base.Lease, msg *base.TaskMessage) {
+	if !l.IsValid() {
+		// If lease is not valid, do not write to redis; Let recoverer take care of it.
+		return
+	}
+	ctx, _ := context.WithDeadline(context.Background(), l.Deadline())
+	err := p.broker.Done(ctx, msg)
+	if err != nil {
+		errMsg := fmt.Sprintf("Could not remove task id=%s type=%q from %q err: %+v", msg.ID, msg.Type, base.ActiveKey(msg.Queue), err)
+		p.logger.Warnf("%s; Will retry syncing", errMsg)
+		p.syncRequestCh <- &syncRequest{
+			fn: func() error {
+				return p.broker.Done(ctx, msg)
+			},
+			errMsg:   errMsg,
+			deadline: l.Deadline(),
 		}
 	}
 }
@@ -263,54 +321,61 @@ func (p *processor) markAsDone(ctx context.Context, msg *base.TaskMessage) {
 // the task should not be retried and should be archived instead.
 var SkipRetry = errors.New("skip retry for the task")
 
-func (p *processor) retryOrKill(ctx context.Context, msg *base.TaskMessage, err error) {
+func (p *processor) handleFailedMessage(ctx context.Context, l *base.Lease, msg *base.TaskMessage, err error) {
 	if p.errHandler != nil {
 		p.errHandler.HandleError(ctx, NewTask(msg.Type, msg.Payload), err)
 	}
+	if !p.isFailureFunc(err) {
+		// retry the task without marking it as failed
+		p.retry(l, msg, err, false /*isFailure*/)
+		return
+	}
 	if msg.Retried >= msg.Retry || errors.Is(err, SkipRetry) {
 		p.logger.Warnf("Retry exhausted for task id=%s", msg.ID)
-		p.archive(ctx, msg, err)
+		p.archive(l, msg, err)
 	} else {
-		p.retry(ctx, msg, err)
+		p.retry(l, msg, err, true /*isFailure*/)
 	}
 }
 
-func (p *processor) retry(ctx context.Context, msg *base.TaskMessage, e error) {
+func (p *processor) retry(l *base.Lease, msg *base.TaskMessage, e error, isFailure bool) {
+	if !l.IsValid() {
+		// If lease is not valid, do not write to redis; Let recoverer take care of it.
+		return
+	}
+	ctx, _ := context.WithDeadline(context.Background(), l.Deadline())
 	d := p.retryDelayFunc(msg.Retried, e, NewTask(msg.Type, msg.Payload))
 	retryAt := time.Now().Add(d)
-	err := p.broker.Retry(msg, retryAt, e.Error())
+	err := p.broker.Retry(ctx, msg, retryAt, e.Error(), isFailure)
 	if err != nil {
 		errMsg := fmt.Sprintf("Could not move task id=%s from %q to %q", msg.ID, base.ActiveKey(msg.Queue), base.RetryKey(msg.Queue))
-		deadline, ok := ctx.Deadline()
-		if !ok {
-			panic("asynq: internal error: missing deadline in context")
-		}
 		p.logger.Warnf("%s; Will retry syncing", errMsg)
 		p.syncRequestCh <- &syncRequest{
 			fn: func() error {
-				return p.broker.Retry(msg, retryAt, e.Error())
+				return p.broker.Retry(ctx, msg, retryAt, e.Error(), isFailure)
 			},
 			errMsg:   errMsg,
-			deadline: deadline,
+			deadline: l.Deadline(),
 		}
 	}
 }
 
-func (p *processor) archive(ctx context.Context, msg *base.TaskMessage, e error) {
+func (p *processor) archive(l *base.Lease, msg *base.TaskMessage, e error) {
-	err := p.broker.Archive(msg, e.Error())
+	if !l.IsValid() {
+		// If lease is not valid, do not write to redis; Let recoverer take care of it.
+		return
+	}
+	ctx, _ := context.WithDeadline(context.Background(), l.Deadline())
+	err := p.broker.Archive(ctx, msg, e.Error())
 	if err != nil {
 		errMsg := fmt.Sprintf("Could not move task id=%s from %q to %q", msg.ID, base.ActiveKey(msg.Queue), base.ArchivedKey(msg.Queue))
-		deadline, ok := ctx.Deadline()
-		if !ok {
-			panic("asynq: internal error: missing deadline in context")
-		}
 		p.logger.Warnf("%s; Will retry syncing", errMsg)
 		p.syncRequestCh <- &syncRequest{
 			fn: func() error {
-				return p.broker.Archive(msg, e.Error())
+				return p.broker.Archive(ctx, msg, e.Error())
 			},
 			errMsg:   errMsg,
-			deadline: deadline,
+			deadline: l.Deadline(),
 		}
 	}
 }
@@ -440,3 +505,19 @@ func gcd(xs ...int) int {
 	}
 	return res
 }
+
+// computeDeadline returns the given task's deadline,
+func (p *processor) computeDeadline(msg *base.TaskMessage) time.Time {
+	if msg.Timeout == 0 && msg.Deadline == 0 {
+		p.logger.Errorf("asynq: internal error: both timeout and deadline are not set for the task message: %s", msg.ID)
+		return p.clock.Now().Add(defaultTimeout)
+	}
+	if msg.Timeout != 0 && msg.Deadline != 0 {
+		deadlineUnix := math.Min(float64(p.clock.Now().Unix()+msg.Timeout), float64(msg.Deadline))
+		return time.Unix(int64(deadlineUnix), 0)
+	}
+	if msg.Timeout != 0 {
+		return p.clock.Now().Add(time.Duration(msg.Timeout) * time.Second)
+	}
+	return time.Unix(msg.Deadline, 0)
+}

processor_test.go

@@ -14,11 +14,21 @@ import (
 	"time"
 
 	"github.com/google/go-cmp/cmp"
-	h "github.com/hibiken/asynq/internal/asynqtest"
+	"github.com/google/go-cmp/cmp/cmpopts"
 	"github.com/hibiken/asynq/internal/base"
+	"github.com/hibiken/asynq/internal/errors"
+	"github.com/hibiken/asynq/internal/log"
 	"github.com/hibiken/asynq/internal/rdb"
+	h "github.com/hibiken/asynq/internal/testutil"
+	"github.com/hibiken/asynq/internal/timeutil"
 )
 
+var taskCmpOpts = []cmp.Option{
+	sortTaskOpt,                               // sort the tasks
+	cmp.AllowUnexported(Task{}),               // allow typename, payload fields to be compared
+	cmpopts.IgnoreFields(Task{}, "opts", "w"), // ignore opts, w fields
+}
+
 // fakeHeartbeater receives from starting and finished channels and do nothing.
 func fakeHeartbeater(starting <-chan *workerInfo, finished <-chan *base.TaskMessage, done <-chan struct{}) {
 	for {
@@ -42,6 +52,35 @@ func fakeSyncer(syncCh <-chan *syncRequest, done <-chan struct{}) {
 	}
 }
 
+// Returns a processor instance configured for testing purpose.
+func newProcessorForTest(t *testing.T, r *rdb.RDB, h Handler) *processor {
+	starting := make(chan *workerInfo)
+	finished := make(chan *base.TaskMessage)
+	syncCh := make(chan *syncRequest)
+	done := make(chan struct{})
+	t.Cleanup(func() { close(done) })
+	go fakeHeartbeater(starting, finished, done)
+	go fakeSyncer(syncCh, done)
+	p := newProcessor(processorParams{
+		logger:          testLogger,
+		broker:          r,
+		baseCtxFn:       context.Background,
+		retryDelayFunc:  DefaultRetryDelayFunc,
+		isFailureFunc:   defaultIsFailureFunc,
+		syncCh:          syncCh,
+		cancelations:    base.NewCancelations(),
+		concurrency:     10,
+		queues:          defaultQueueConfig,
+		strictPriority:  false,
+		errHandler:      nil,
+		shutdownTimeout: defaultShutdownTimeout,
+		starting:        starting,
+		finished:        finished,
+	})
+	p.handler = h
+	return p
+}
+
 func TestProcessorSuccessWithSingleQueue(t *testing.T) {
 	r := setup(t)
 	defer r.Close()
@@ -87,45 +126,24 @@ func TestProcessorSuccessWithSingleQueue(t *testing.T) {
 			processed = append(processed, task)
 			return nil
 		}
-		starting := make(chan *workerInfo)
+		p := newProcessorForTest(t, rdbClient, HandlerFunc(handler))
-		finished := make(chan *base.TaskMessage)
-		syncCh := make(chan *syncRequest)
-		done := make(chan struct{})
-		defer func() { close(done) }()
-		go fakeHeartbeater(starting, finished, done)
-		go fakeSyncer(syncCh, done)
-		p := newProcessor(processorParams{
-			logger:          testLogger,
-			broker:          rdbClient,
-			retryDelayFunc:  DefaultRetryDelayFunc,
-			syncCh:          syncCh,
-			cancelations:    base.NewCancelations(),
-			concurrency:     10,
-			queues:          defaultQueueConfig,
-			strictPriority:  false,
-			errHandler:      nil,
-			shutdownTimeout: defaultShutdownTimeout,
-			starting:        starting,
-			finished:        finished,
-		})
-		p.handler = HandlerFunc(handler)
 
 		p.start(&sync.WaitGroup{})
 		for _, msg := range tc.incoming {
-			err := rdbClient.Enqueue(msg)
+			err := rdbClient.Enqueue(context.Background(), msg)
 			if err != nil {
 				p.shutdown()
 				t.Fatal(err)
 			}
 		}
 		time.Sleep(2 * time.Second) // wait for two second to allow all pending tasks to be processed.
-		if l := r.LLen(base.ActiveKey(base.DefaultQueueName)).Val(); l != 0 {
+		if l := r.LLen(context.Background(), base.ActiveKey(base.DefaultQueueName)).Val(); l != 0 {
 			t.Errorf("%q has %d tasks, want 0", base.ActiveKey(base.DefaultQueueName), l)
 		}
 		p.shutdown()
 
 		mu.Lock()
-		if diff := cmp.Diff(tc.wantProcessed, processed, sortTaskOpt, cmp.AllowUnexported(Task{})); diff != "" {
+		if diff := cmp.Diff(tc.wantProcessed, processed, taskCmpOpts...); diff != "" {
 			t.Errorf("mismatch found in processed tasks; (-want, +got)\n%s", diff)
 		}
 		mu.Unlock()
@@ -179,46 +197,26 @@ func TestProcessorSuccessWithMultipleQueues(t *testing.T) {
 			processed = append(processed, task)
 			return nil
 		}
-		starting := make(chan *workerInfo)
+		p := newProcessorForTest(t, rdbClient, HandlerFunc(handler))
-		finished := make(chan *base.TaskMessage)
+		p.queueConfig = map[string]int{
-		syncCh := make(chan *syncRequest)
+			"default": 2,
-		done := make(chan struct{})
+			"high":    3,
-		defer func() { close(done) }()
+			"low":     1,
-		go fakeHeartbeater(starting, finished, done)
+		}
-		go fakeSyncer(syncCh, done)
-		p := newProcessor(processorParams{
-			logger:         testLogger,
-			broker:         rdbClient,
-			retryDelayFunc: DefaultRetryDelayFunc,
-			syncCh:         syncCh,
-			cancelations:   base.NewCancelations(),
-			concurrency:    10,
-			queues: map[string]int{
-				"default": 2,
-				"high":    3,
-				"low":     1,
-			},
-			strictPriority:  false,
-			errHandler:      nil,
-			shutdownTimeout: defaultShutdownTimeout,
-			starting:        starting,
-			finished:        finished,
-		})
-		p.handler = HandlerFunc(handler)
 
 		p.start(&sync.WaitGroup{})
 		// Wait for two second to allow all pending tasks to be processed.
 		time.Sleep(2 * time.Second)
 		// Make sure no messages are stuck in active list.
 		for _, qname := range tc.queues {
-			if l := r.LLen(base.ActiveKey(qname)).Val(); l != 0 {
+			if l := r.LLen(context.Background(), base.ActiveKey(qname)).Val(); l != 0 {
 				t.Errorf("%q has %d tasks, want 0", base.ActiveKey(qname), l)
 			}
 		}
 		p.shutdown()
 
 		mu.Lock()
-		if diff := cmp.Diff(tc.wantProcessed, processed, sortTaskOpt, cmp.AllowUnexported(Task{})); diff != "" {
+		if diff := cmp.Diff(tc.wantProcessed, processed, taskCmpOpts...); diff != "" {
 			t.Errorf("mismatch found in processed tasks; (-want, +got)\n%s", diff)
 		}
 		mu.Unlock()
@@ -265,38 +263,17 @@ func TestProcessTasksWithLargeNumberInPayload(t *testing.T) {
 			processed = append(processed, task)
 			return nil
 		}
-		starting := make(chan *workerInfo)
+		p := newProcessorForTest(t, rdbClient, HandlerFunc(handler))
-		finished := make(chan *base.TaskMessage)
-		syncCh := make(chan *syncRequest)
-		done := make(chan struct{})
-		defer func() { close(done) }()
-		go fakeHeartbeater(starting, finished, done)
-		go fakeSyncer(syncCh, done)
-		p := newProcessor(processorParams{
-			logger:          testLogger,
-			broker:          rdbClient,
-			retryDelayFunc:  DefaultRetryDelayFunc,
-			syncCh:          syncCh,
-			cancelations:    base.NewCancelations(),
-			concurrency:     10,
-			queues:          defaultQueueConfig,
-			strictPriority:  false,
-			errHandler:      nil,
-			shutdownTimeout: defaultShutdownTimeout,
-			starting:        starting,
-			finished:        finished,
-		})
-		p.handler = HandlerFunc(handler)
 
 		p.start(&sync.WaitGroup{})
 		time.Sleep(2 * time.Second) // wait for two second to allow all pending tasks to be processed.
-		if l := r.LLen(base.ActiveKey(base.DefaultQueueName)).Val(); l != 0 {
+		if l := r.LLen(context.Background(), base.ActiveKey(base.DefaultQueueName)).Val(); l != 0 {
 			t.Errorf("%q has %d tasks, want 0", base.ActiveKey(base.DefaultQueueName), l)
 		}
 		p.shutdown()
 
 		mu.Lock()
-		if diff := cmp.Diff(tc.wantProcessed, processed, sortTaskOpt, cmp.AllowUnexported(Task{})); diff != "" {
+		if diff := cmp.Diff(tc.wantProcessed, processed, taskCmpOpts...); diff != "" {
 			t.Errorf("mismatch found in processed tasks; (-want, +got)\n%s", diff)
 		}
 		mu.Unlock()
@@ -386,26 +363,9 @@ func TestProcessorRetry(t *testing.T) {
 			defer mu.Unlock()
 			n++
 		}
-		starting := make(chan *workerInfo)
+		p := newProcessorForTest(t, rdbClient, tc.handler)
-		finished := make(chan *base.TaskMessage)
+		p.errHandler = ErrorHandlerFunc(errHandler)
-		done := make(chan struct{})
+		p.retryDelayFunc = delayFunc
-		defer func() { close(done) }()
-		go fakeHeartbeater(starting, finished, done)
-		p := newProcessor(processorParams{
-			logger:          testLogger,
-			broker:          rdbClient,
-			retryDelayFunc:  delayFunc,
-			syncCh:          nil,
-			cancelations:    base.NewCancelations(),
-			concurrency:     10,
-			queues:          defaultQueueConfig,
-			strictPriority:  false,
-			errHandler:      ErrorHandlerFunc(errHandler),
-			shutdownTimeout: defaultShutdownTimeout,
-			starting:        starting,
-			finished:        finished,
-		})
-		p.handler = tc.handler
 
 		p.start(&sync.WaitGroup{})
 		runTime := time.Now() // time when processor is running
@@ -439,7 +399,7 @@ func TestProcessorRetry(t *testing.T) {
 			t.Errorf("%s: mismatch found in %q after running processor; (-want, +got)\n%s", tc.desc, base.ArchivedKey(base.DefaultQueueName), diff)
 		}
 
-		if l := r.LLen(base.ActiveKey(base.DefaultQueueName)).Val(); l != 0 {
+		if l := r.LLen(context.Background(), base.ActiveKey(base.DefaultQueueName)).Val(); l != 0 {
 			t.Errorf("%s: %q has %d tasks, want 0", base.ActiveKey(base.DefaultQueueName), tc.desc, l)
 		}
 
@@ -449,6 +409,179 @@ func TestProcessorRetry(t *testing.T) {
 	}
 }
 
+func TestProcessorMarkAsComplete(t *testing.T) {
+	r := setup(t)
+	defer r.Close()
+	rdbClient := rdb.NewRDB(r)
+
+	msg1 := h.NewTaskMessage("one", nil)
+	msg2 := h.NewTaskMessage("two", nil)
+	msg3 := h.NewTaskMessageWithQueue("three", nil, "custom")
+	msg1.Retention = 3600
+	msg3.Retention = 7200
+
+	handler := func(ctx context.Context, task *Task) error { return nil }
+
+	tests := []struct {
+		pending       map[string][]*base.TaskMessage
+		completed     map[string][]base.Z
+		queueCfg      map[string]int
+		wantPending   map[string][]*base.TaskMessage
+		wantCompleted func(completedAt time.Time) map[string][]base.Z
+	}{
+		{
+			pending: map[string][]*base.TaskMessage{
+				"default": {msg1, msg2},
+				"custom":  {msg3},
+			},
+			completed: map[string][]base.Z{
+				"default": {},
+				"custom":  {},
+			},
+			queueCfg: map[string]int{
+				"default": 1,
+				"custom":  1,
+			},
+			wantPending: map[string][]*base.TaskMessage{
+				"default": {},
+				"custom":  {},
+			},
+			wantCompleted: func(completedAt time.Time) map[string][]base.Z {
+				return map[string][]base.Z{
+					"default": {{Message: h.TaskMessageWithCompletedAt(*msg1, completedAt), Score: completedAt.Unix() + msg1.Retention}},
+					"custom":  {{Message: h.TaskMessageWithCompletedAt(*msg3, completedAt), Score: completedAt.Unix() + msg3.Retention}},
+				}
+			},
+		},
+	}
+
+	for _, tc := range tests {
+		h.FlushDB(t, r)
+		h.SeedAllPendingQueues(t, r, tc.pending)
+		h.SeedAllCompletedQueues(t, r, tc.completed)
+
+		p := newProcessorForTest(t, rdbClient, HandlerFunc(handler))
+		p.queueConfig = tc.queueCfg
+
+		p.start(&sync.WaitGroup{})
+		runTime := time.Now() // time when processor is running
+		time.Sleep(2 * time.Second)
+		p.shutdown()
+
+		for qname, want := range tc.wantPending {
+			gotPending := h.GetPendingMessages(t, r, qname)
+			if diff := cmp.Diff(want, gotPending, cmpopts.EquateEmpty()); diff != "" {
+				t.Errorf("diff found in %q pending set; want=%v, got=%v\n%s", qname, want, gotPending, diff)
+			}
+		}
+
+		for qname, want := range tc.wantCompleted(runTime) {
+			gotCompleted := h.GetCompletedEntries(t, r, qname)
+			if diff := cmp.Diff(want, gotCompleted, cmpopts.EquateEmpty()); diff != "" {
+				t.Errorf("diff found in %q completed set; want=%v, got=%v\n%s", qname, want, gotCompleted, diff)
+			}
+		}
+	}
+}
+
+// Test a scenario where the worker server cannot communicate with redis due to a network failure
+// and the lease expires
+func TestProcessorWithExpiredLease(t *testing.T) {
+	r := setup(t)
+	defer r.Close()
+	rdbClient := rdb.NewRDB(r)
+
+	m1 := h.NewTaskMessage("task1", nil)
+
+	tests := []struct {
+		pending      []*base.TaskMessage
+		handler      Handler
+		wantErrCount int
+	}{
+		{
+			pending: []*base.TaskMessage{m1},
+			handler: HandlerFunc(func(ctx context.Context, task *Task) error {
+				// make sure the task processing time exceeds lease duration
+				// to test expired lease.
+				time.Sleep(rdb.LeaseDuration + 10*time.Second)
+				return nil
+			}),
+			wantErrCount: 1, // ErrorHandler should still be called with ErrLeaseExpired
+		},
+	}
+
+	for _, tc := range tests {
+		h.FlushDB(t, r)
+		h.SeedPendingQueue(t, r, tc.pending, base.DefaultQueueName)
+
+		starting := make(chan *workerInfo)
+		finished := make(chan *base.TaskMessage)
+		syncCh := make(chan *syncRequest)
+		done := make(chan struct{})
+		t.Cleanup(func() { close(done) })
+		// fake heartbeater which notifies lease expiration
+		go func() {
+			for {
+				select {
+				case w := <-starting:
+					// simulate expiration by resetting to some time in the past
+					w.lease.Reset(time.Now().Add(-5 * time.Second))
+					if !w.lease.NotifyExpiration() {
+						panic("Failed to notifiy lease expiration")
+					}
+				case <-finished:
+					// do nothing
+				case <-done:
+					return
+				}
+			}
+		}()
+		go fakeSyncer(syncCh, done)
+		p := newProcessor(processorParams{
+			logger:          testLogger,
+			broker:          rdbClient,
+			baseCtxFn:       context.Background,
+			retryDelayFunc:  DefaultRetryDelayFunc,
+			isFailureFunc:   defaultIsFailureFunc,
+			syncCh:          syncCh,
+			cancelations:    base.NewCancelations(),
+			concurrency:     10,
+			queues:          defaultQueueConfig,
+			strictPriority:  false,
+			errHandler:      nil,
+			shutdownTimeout: defaultShutdownTimeout,
+			starting:        starting,
+			finished:        finished,
+		})
+		p.handler = tc.handler
+		var (
+			mu   sync.Mutex // guards n and errs
+			n    int        // number of times error handler is called
+			errs []error    // error passed to error handler
+		)
+		p.errHandler = ErrorHandlerFunc(func(ctx context.Context, t *Task, err error) {
+			mu.Lock()
+			defer mu.Unlock()
+			n++
+			errs = append(errs, err)
+		})
+
+		p.start(&sync.WaitGroup{})
+		time.Sleep(4 * time.Second)
+		p.shutdown()
+
+		if n != tc.wantErrCount {
+			t.Errorf("Unexpected number of error count: got %d, want %d", n, tc.wantErrCount)
+			continue
+		}
+		for i := 0; i < tc.wantErrCount; i++ {
+			if !errors.Is(errs[i], ErrLeaseExpired) {
+				t.Errorf("Unexpected error was passed to ErrorHandler: got %v want %v", errs[i], ErrLeaseExpired)
+			}
+		}
+	}
+}
+
 func TestProcessorQueues(t *testing.T) {
 	sortOpt := cmp.Transformer("SortStrings", func(in []string) []string {
 		out := append([]string(nil), in...) // Copy input to avoid mutating it
@@ -477,25 +610,10 @@ func TestProcessorQueues(t *testing.T) {
 	}
 
 	for _, tc := range tests {
-		starting := make(chan *workerInfo)
+		// Note: rdb and handler not needed for this test.
-		finished := make(chan *base.TaskMessage)
+		p := newProcessorForTest(t, nil, nil)
-		done := make(chan struct{})
+		p.queueConfig = tc.queueCfg
-		defer func() { close(done) }()
+
-		go fakeHeartbeater(starting, finished, done)
-		p := newProcessor(processorParams{
-			logger:          testLogger,
-			broker:          nil,
-			retryDelayFunc:  DefaultRetryDelayFunc,
-			syncCh:          nil,
-			cancelations:    base.NewCancelations(),
-			concurrency:     10,
-			queues:          tc.queueCfg,
-			strictPriority:  false,
-			errHandler:      nil,
-			shutdownTimeout: defaultShutdownTimeout,
-			starting:        starting,
-			finished:        finished,
-		})
 		got := p.queues()
 		if diff := cmp.Diff(tc.want, got, sortOpt); diff != "" {
 			t.Errorf("with queue config: %v\n(*processor).queues() = %v, want %v\n(-want,+got):\n%s",
@@ -576,7 +694,9 @@ func TestProcessorWithStrictPriority(t *testing.T) {
 		p := newProcessor(processorParams{
 			logger:          testLogger,
 			broker:          rdbClient,
+			baseCtxFn:       context.Background,
 			retryDelayFunc:  DefaultRetryDelayFunc,
+			isFailureFunc:   defaultIsFailureFunc,
 			syncCh:          syncCh,
 			cancelations:    base.NewCancelations(),
 			concurrency:     1, // Set concurrency to 1 to make sure tasks are processed one at a time.
@@ -593,13 +713,13 @@ func TestProcessorWithStrictPriority(t *testing.T) {
 		time.Sleep(tc.wait)
 		// Make sure no tasks are stuck in active list.
 		for _, qname := range tc.queues {
-			if l := r.LLen(base.ActiveKey(qname)).Val(); l != 0 {
+			if l := r.LLen(context.Background(), base.ActiveKey(qname)).Val(); l != 0 {
 				t.Errorf("%q has %d tasks, want 0", base.ActiveKey(qname), l)
 			}
 		}
 		p.shutdown()
 
-		if diff := cmp.Diff(tc.wantProcessed, processed, sortTaskOpt, cmp.AllowUnexported(Task{})); diff != "" {
+		if diff := cmp.Diff(tc.wantProcessed, processed, taskCmpOpts...); diff != "" {
 			t.Errorf("mismatch found in processed tasks; (-want, +got)\n%s", diff)
 		}
 
@@ -638,12 +758,9 @@ func TestProcessorPerform(t *testing.T) {
 			wantErr: true,
 		},
 	}
-	// Note: We don't need to fully initialize the processor since we are only testing
+	// Note: We don't need to fully initialized the processor since we are only testing
 	// perform method.
-	p := newProcessor(processorParams{
+	p := newProcessorForTest(t, nil, nil)
-		logger: testLogger,
-		queues: defaultQueueConfig,
-	})
 
 	for _, tc := range tests {
 		p.handler = tc.handler
@@ -738,3 +855,69 @@ func TestNormalizeQueues(t *testing.T) {
 		}
 	}
 }
+
+func TestProcessorComputeDeadline(t *testing.T) {
+	now := time.Now()
+	p := processor{
+		logger: log.NewLogger(nil),
+		clock:  timeutil.NewSimulatedClock(now),
+	}
+
+	tests := []struct {
+		desc string
+		msg  *base.TaskMessage
+		want time.Time
+	}{
+		{
+			desc: "message with only timeout specified",
+			msg: &base.TaskMessage{
+				Timeout: int64((30 * time.Minute).Seconds()),
+			},
+			want: now.Add(30 * time.Minute),
+		},
+		{
+			desc: "message with only deadline specified",
+			msg: &base.TaskMessage{
+				Deadline: now.Add(24 * time.Hour).Unix(),
+			},
+			want: now.Add(24 * time.Hour),
+		},
+		{
+			desc: "message with both timeout and deadline set (now+timeout < deadline)",
+			msg: &base.TaskMessage{
+				Deadline: now.Add(24 * time.Hour).Unix(),
+				Timeout:  int64((30 * time.Minute).Seconds()),
+			},
+			want: now.Add(30 * time.Minute),
+		},
+		{
+			desc: "message with both timeout and deadline set (now+timeout > deadline)",
+			msg: &base.TaskMessage{
+				Deadline: now.Add(10 * time.Minute).Unix(),
+				Timeout:  int64((30 * time.Minute).Seconds()),
+			},
+			want: now.Add(10 * time.Minute),
+		},
+		{
+			desc: "message with both timeout and deadline set (now+timeout == deadline)",
+			msg: &base.TaskMessage{
+				Deadline: now.Add(30 * time.Minute).Unix(),
+				Timeout:  int64((30 * time.Minute).Seconds()),
+			},
+			want: now.Add(30 * time.Minute),
+		},
+		{
+			desc: "message without timeout and deadline",
+			msg:  &base.TaskMessage{},
+			want: now.Add(defaultTimeout),
+		},
+	}
+
+	for _, tc := range tests {
+		got := p.computeDeadline(tc.msg)
+		// Compare the Unix epoch with seconds granularity
+		if got.Unix() != tc.want.Unix() {
+			t.Errorf("%s: got=%v, want=%v", tc.desc, got.Unix(), tc.want.Unix())
+		}
+	}
+}

recoverer.go

@@ -5,11 +5,12 @@
 package asynq
 
 import (
-	"fmt"
+	"context"
 	"sync"
 	"time"
 
 	"github.com/hibiken/asynq/internal/base"
+	"github.com/hibiken/asynq/internal/errors"
 	"github.com/hibiken/asynq/internal/log"
 )
 
@@ -17,6 +18,7 @@ type recoverer struct {
 	logger         *log.Logger
 	broker         base.Broker
 	retryDelayFunc RetryDelayFunc
+	isFailureFunc  func(error) bool
 
 	// channel to communicate back to the long running "recoverer" goroutine.
 	done chan struct{}
@@ -34,6 +36,7 @@ type recovererParams struct {
 	queues         []string
 	interval       time.Duration
 	retryDelayFunc RetryDelayFunc
+	isFailureFunc  func(error) bool
 }
 
 func newRecoverer(params recovererParams) *recoverer {
@@ -44,6 +47,7 @@ func newRecoverer(params recovererParams) *recoverer {
 		queues:         params.queues,
 		interval:       params.interval,
 		retryDelayFunc: params.retryDelayFunc,
+		isFailureFunc:  params.isFailureFunc,
 	}
 }
 
@@ -73,34 +77,50 @@ func (r *recoverer) start(wg *sync.WaitGroup) {
 	}()
 }
 
+// ErrLeaseExpired error indicates that the task failed because the worker working on the task
+// could not extend its lease due to missing heartbeats. The worker may have crashed or got cutoff from the network.
+var ErrLeaseExpired = errors.New("asynq: task lease expired")
+
 func (r *recoverer) recover() {
-	// Get all tasks which have expired 30 seconds ago or earlier.
+	r.recoverLeaseExpiredTasks()
-	deadline := time.Now().Add(-30 * time.Second)
+	r.recoverStaleAggregationSets()
-	msgs, err := r.broker.ListDeadlineExceeded(deadline, r.queues...)
+}
+
+func (r *recoverer) recoverLeaseExpiredTasks() {
+	// Get all tasks which have expired 30 seconds ago or earlier to accomodate certain amount of clock skew.
+	cutoff := time.Now().Add(-30 * time.Second)
+	msgs, err := r.broker.ListLeaseExpired(cutoff, r.queues...)
 	if err != nil {
-		r.logger.Warn("recoverer: could not list deadline exceeded tasks")
+		r.logger.Warnf("recoverer: could not list lease expired tasks: %v", err)
 		return
 	}
-	const errMsg = "deadline exceeded"
 	for _, msg := range msgs {
 		if msg.Retried >= msg.Retry {
-			r.archive(msg, errMsg)
+			r.archive(msg, ErrLeaseExpired)
 		} else {
-			r.retry(msg, errMsg)
+			r.retry(msg, ErrLeaseExpired)
 		}
 	}
 }
 
-func (r *recoverer) retry(msg *base.TaskMessage, errMsg string) {
+func (r *recoverer) recoverStaleAggregationSets() {
-	delay := r.retryDelayFunc(msg.Retried, fmt.Errorf(errMsg), NewTask(msg.Type, msg.Payload))
+	for _, qname := range r.queues {
-	retryAt := time.Now().Add(delay)
+		if err := r.broker.ReclaimStaleAggregationSets(qname); err != nil {
-	if err := r.broker.Retry(msg, retryAt, errMsg); err != nil {
+			r.logger.Warnf("recoverer: could not reclaim stale aggregation sets in queue %q: %v", qname, err)
-		r.logger.Warnf("recoverer: could not retry deadline exceeded task: %v", err)
+		}
 	}
 }
 
-func (r *recoverer) archive(msg *base.TaskMessage, errMsg string) {
+func (r *recoverer) retry(msg *base.TaskMessage, err error) {
-	if err := r.broker.Archive(msg, errMsg); err != nil {
+	delay := r.retryDelayFunc(msg.Retried, err, NewTask(msg.Type, msg.Payload))
+	retryAt := time.Now().Add(delay)
+	if err := r.broker.Retry(context.Background(), msg, retryAt, err.Error(), r.isFailureFunc(err)); err != nil {
+		r.logger.Warnf("recoverer: could not retry lease expired task: %v", err)
+	}
+}
+
+func (r *recoverer) archive(msg *base.TaskMessage, err error) {
+	if err := r.broker.Archive(context.Background(), msg, err.Error()); err != nil {
 		r.logger.Warnf("recoverer: could not move task to archive: %v", err)
 	}
 }

recoverer_test.go

@@ -10,9 +10,9 @@ import (
 	"time"
 
 	"github.com/google/go-cmp/cmp"
-	h "github.com/hibiken/asynq/internal/asynqtest"
 	"github.com/hibiken/asynq/internal/base"
 	"github.com/hibiken/asynq/internal/rdb"
+	h "github.com/hibiken/asynq/internal/testutil"
 )
 
 func TestRecoverer(t *testing.T) {
@@ -27,29 +27,25 @@ func TestRecoverer(t *testing.T) {
 	t4.Retried = t4.Retry // t4 has reached its max retry count
 
 	now := time.Now()
-	oneHourFromNow := now.Add(1 * time.Hour)
-	fiveMinutesFromNow := now.Add(5 * time.Minute)
-	fiveMinutesAgo := now.Add(-5 * time.Minute)
-	oneHourAgo := now.Add(-1 * time.Hour)
 
 	tests := []struct {
-		desc          string
+		desc         string
-		inProgress    map[string][]*base.TaskMessage
+		active       map[string][]*base.TaskMessage
-		deadlines     map[string][]base.Z
+		lease        map[string][]base.Z
-		retry         map[string][]base.Z
+		retry        map[string][]base.Z
-		archived      map[string][]base.Z
+		archived     map[string][]base.Z
-		wantActive    map[string][]*base.TaskMessage
+		wantActive   map[string][]*base.TaskMessage
-		wantDeadlines map[string][]base.Z
+		wantLease    map[string][]base.Z
-		wantRetry     map[string][]*base.TaskMessage
+		wantRetry    map[string][]*base.TaskMessage
-		wantArchived  map[string][]*base.TaskMessage
+		wantArchived map[string][]*base.TaskMessage
 	}{
 		{
 			desc: "with one active task",
-			inProgress: map[string][]*base.TaskMessage{
+			active: map[string][]*base.TaskMessage{
 				"default": {t1},
 			},
-			deadlines: map[string][]base.Z{
+			lease: map[string][]base.Z{
-				"default": {{Message: t1, Score: fiveMinutesAgo.Unix()}},
+				"default": {{Message: t1, Score: now.Add(-1 * time.Minute).Unix()}},
 			},
 			retry: map[string][]base.Z{
 				"default": {},
@@ -60,7 +56,7 @@ func TestRecoverer(t *testing.T) {
 			wantActive: map[string][]*base.TaskMessage{
 				"default": {},
 			},
-			wantDeadlines: map[string][]base.Z{
+			wantLease: map[string][]base.Z{
 				"default": {},
 			},
 			wantRetry: map[string][]*base.TaskMessage{
@@ -72,12 +68,12 @@ func TestRecoverer(t *testing.T) {
 		},
 		{
 			desc: "with a task with max-retry reached",
-			inProgress: map[string][]*base.TaskMessage{
+			active: map[string][]*base.TaskMessage{
 				"default":  {t4},
 				"critical": {},
 			},
-			deadlines: map[string][]base.Z{
+			lease: map[string][]base.Z{
-				"default":  {{Message: t4, Score: fiveMinutesAgo.Unix()}},
+				"default":  {{Message: t4, Score: now.Add(-40 * time.Second).Unix()}},
 				"critical": {},
 			},
 			retry: map[string][]base.Z{
@@ -92,7 +88,7 @@ func TestRecoverer(t *testing.T) {
 				"default":  {},
 				"critical": {},
 			},
-			wantDeadlines: map[string][]base.Z{
+			wantLease: map[string][]base.Z{
 				"default":  {},
 				"critical": {},
 			},
@@ -107,17 +103,17 @@ func TestRecoverer(t *testing.T) {
 		},
 		{
 			desc: "with multiple active tasks, and one expired",
-			inProgress: map[string][]*base.TaskMessage{
+			active: map[string][]*base.TaskMessage{
 				"default":  {t1, t2},
 				"critical": {t3},
 			},
-			deadlines: map[string][]base.Z{
+			lease: map[string][]base.Z{
 				"default": {
-					{Message: t1, Score: oneHourAgo.Unix()},
+					{Message: t1, Score: now.Add(-2 * time.Minute).Unix()},
-					{Message: t2, Score: fiveMinutesFromNow.Unix()},
+					{Message: t2, Score: now.Add(20 * time.Second).Unix()},
 				},
 				"critical": {
-					{Message: t3, Score: oneHourFromNow.Unix()},
+					{Message: t3, Score: now.Add(20 * time.Second).Unix()},
 				},
 			},
 			retry: map[string][]base.Z{
@@ -132,9 +128,9 @@ func TestRecoverer(t *testing.T) {
 				"default":  {t2},
 				"critical": {t3},
 			},
-			wantDeadlines: map[string][]base.Z{
+			wantLease: map[string][]base.Z{
-				"default":  {{Message: t2, Score: fiveMinutesFromNow.Unix()}},
+				"default":  {{Message: t2, Score: now.Add(20 * time.Second).Unix()}},
-				"critical": {{Message: t3, Score: oneHourFromNow.Unix()}},
+				"critical": {{Message: t3, Score: now.Add(20 * time.Second).Unix()}},
 			},
 			wantRetry: map[string][]*base.TaskMessage{
 				"default":  {t1},
@@ -147,17 +143,17 @@ func TestRecoverer(t *testing.T) {
 		},
 		{
 			desc: "with multiple expired active tasks",
-			inProgress: map[string][]*base.TaskMessage{
+			active: map[string][]*base.TaskMessage{
 				"default":  {t1, t2},
 				"critical": {t3},
 			},
-			deadlines: map[string][]base.Z{
+			lease: map[string][]base.Z{
 				"default": {
-					{Message: t1, Score: oneHourAgo.Unix()},
+					{Message: t1, Score: now.Add(-1 * time.Minute).Unix()},
-					{Message: t2, Score: oneHourFromNow.Unix()},
+					{Message: t2, Score: now.Add(10 * time.Second).Unix()},
 				},
 				"critical": {
-					{Message: t3, Score: fiveMinutesAgo.Unix()},
+					{Message: t3, Score: now.Add(-1 * time.Minute).Unix()},
 				},
 			},
 			retry: map[string][]base.Z{
@@ -172,8 +168,8 @@ func TestRecoverer(t *testing.T) {
 				"default":  {t2},
 				"critical": {},
 			},
-			wantDeadlines: map[string][]base.Z{
+			wantLease: map[string][]base.Z{
-				"default": {{Message: t2, Score: oneHourFromNow.Unix()}},
+				"default": {{Message: t2, Score: now.Add(10 * time.Second).Unix()}},
 			},
 			wantRetry: map[string][]*base.TaskMessage{
 				"default":  {t1},
@@ -186,11 +182,11 @@ func TestRecoverer(t *testing.T) {
 		},
 		{
 			desc: "with empty active queue",
-			inProgress: map[string][]*base.TaskMessage{
+			active: map[string][]*base.TaskMessage{
 				"default":  {},
 				"critical": {},
 			},
-			deadlines: map[string][]base.Z{
+			lease: map[string][]base.Z{
 				"default":  {},
 				"critical": {},
 			},
@@ -206,7 +202,7 @@ func TestRecoverer(t *testing.T) {
 				"default":  {},
 				"critical": {},
 			},
-			wantDeadlines: map[string][]base.Z{
+			wantLease: map[string][]base.Z{
 				"default":  {},
 				"critical": {},
 			},
@@ -223,8 +219,8 @@ func TestRecoverer(t *testing.T) {
 
 	for _, tc := range tests {
 		h.FlushDB(t, r)
-		h.SeedAllActiveQueues(t, r, tc.inProgress)
+		h.SeedAllActiveQueues(t, r, tc.active)
-		h.SeedAllDeadlines(t, r, tc.deadlines)
+		h.SeedAllLease(t, r, tc.lease)
 		h.SeedAllRetryQueues(t, r, tc.retry)
 		h.SeedAllArchivedQueues(t, r, tc.archived)
 
@@ -234,6 +230,7 @@ func TestRecoverer(t *testing.T) {
 			queues:         []string{"default", "critical"},
 			interval:       1 * time.Second,
 			retryDelayFunc: func(n int, err error, task *Task) time.Duration { return 30 * time.Second },
+			isFailureFunc:  defaultIsFailureFunc,
 		})
 
 		var wg sync.WaitGroup
@@ -248,10 +245,10 @@ func TestRecoverer(t *testing.T) {
 				t.Errorf("%s; mismatch found in %q; (-want,+got)\n%s", tc.desc, base.ActiveKey(qname), diff)
 			}
 		}
-		for qname, want := range tc.wantDeadlines {
+		for qname, want := range tc.wantLease {
-			gotDeadlines := h.GetDeadlinesEntries(t, r, qname)
+			gotLease := h.GetLeaseEntries(t, r, qname)
-			if diff := cmp.Diff(want, gotDeadlines, h.SortZSetEntryOpt); diff != "" {
+			if diff := cmp.Diff(want, gotLease, h.SortZSetEntryOpt); diff != "" {
-				t.Errorf("%s; mismatch found in %q; (-want,+got)\n%s", tc.desc, base.DeadlinesKey(qname), diff)
+				t.Errorf("%s; mismatch found in %q; (-want,+got)\n%s", tc.desc, base.LeaseKey(qname), diff)
 			}
 		}
 		cmpOpt := h.EquateInt64Approx(2) // allow up to two-second difference in `LastFailedAt`
@@ -259,7 +256,7 @@ func TestRecoverer(t *testing.T) {
 			gotRetry := h.GetRetryMessages(t, r, qname)
 			var wantRetry []*base.TaskMessage // Note: construct message here since `LastFailedAt` is relative to each test run
 			for _, msg := range msgs {
-				wantRetry = append(wantRetry, h.TaskMessageAfterRetry(*msg, "deadline exceeded", runTime))
+				wantRetry = append(wantRetry, h.TaskMessageAfterRetry(*msg, ErrLeaseExpired.Error(), runTime))
 			}
 			if diff := cmp.Diff(wantRetry, gotRetry, h.SortMsgOpt, cmpOpt); diff != "" {
 				t.Errorf("%s; mismatch found in %q: (-want, +got)\n%s", tc.desc, base.RetryKey(qname), diff)
@@ -269,7 +266,7 @@ func TestRecoverer(t *testing.T) {
 			gotArchived := h.GetArchivedMessages(t, r, qname)
 			var wantArchived []*base.TaskMessage
 			for _, msg := range msgs {
-				wantArchived = append(wantArchived, h.TaskMessageWithError(*msg, "deadline exceeded", runTime))
+				wantArchived = append(wantArchived, h.TaskMessageWithError(*msg, ErrLeaseExpired.Error(), runTime))
 			}
 			if diff := cmp.Diff(wantArchived, gotArchived, h.SortMsgOpt, cmpOpt); diff != "" {
 				t.Errorf("%s; mismatch found in %q: (-want, +got)\n%s", tc.desc, base.ArchivedKey(qname), diff)

scheduler.go

@@ -10,7 +10,7 @@ import (
 	"sync"
 	"time"
 
-	"github.com/go-redis/redis/v7"
+	"github.com/go-redis/redis/v8"
 	"github.com/google/uuid"
 	"github.com/hibiken/asynq/internal/base"
 	"github.com/hibiken/asynq/internal/log"
@@ -19,9 +19,13 @@ import (
 )
 
 // A Scheduler kicks off tasks at regular intervals based on the user defined schedule.
+//
+// Schedulers are safe for concurrent use by multiple goroutines.
 type Scheduler struct {
-	id         string
+	id string
-	state      *base.ServerState
+
+	state *serverState
+
 	logger     *log.Logger
 	client     *Client
 	rdb        *rdb.RDB
@@ -30,6 +34,9 @@ type Scheduler struct {
 	done       chan struct{}
 	wg         sync.WaitGroup
 	errHandler func(task *Task, opts []Option, err error)
+
+	// guards idmap
+	mu sync.Mutex
 	// idmap maps Scheduler's entry ID to cron.EntryID
 	// to avoid using cron.EntryID as the public API of
 	// the Scheduler.
@@ -61,7 +68,7 @@ func NewScheduler(r RedisConnOpt, opts *SchedulerOpts) *Scheduler {
 
 	return &Scheduler{
 		id:         generateSchedulerID(),
-		state:      base.NewServerState(),
+		state:      &serverState{value: srvStateNew},
 		logger:     logger,
 		client:     NewClient(r),
 		rdb:        rdb.NewRDB(c),
@@ -154,17 +161,22 @@ func (s *Scheduler) Register(cronspec string, task *Task, opts ...Option) (entry
 	if err != nil {
 		return "", err
 	}
+	s.mu.Lock()
 	s.idmap[job.id.String()] = cronID
+	s.mu.Unlock()
 	return job.id.String(), nil
 }
 
 // Unregister removes a registered entry by entry ID.
 // Unregister returns a non-nil error if no entries were found for the given entryID.
 func (s *Scheduler) Unregister(entryID string) error {
+	s.mu.Lock()
+	defer s.mu.Unlock()
 	cronID, ok := s.idmap[entryID]
 	if !ok {
 		return fmt.Errorf("asynq: no scheduler entry found")
 	}
+	delete(s.idmap, entryID)
 	s.cron.Remove(cronID)
 	return nil
 }
@@ -183,23 +195,43 @@ func (s *Scheduler) Run() error {
 // Start starts the scheduler.
 // It returns an error if the scheduler is already running or has been shutdown.
 func (s *Scheduler) Start() error {
-	switch s.state.Get() {
+	if err := s.start(); err != nil {
-	case base.StateActive:
+		return err
-		return fmt.Errorf("asynq: the scheduler is already running")
-	case base.StateClosed:
-		return fmt.Errorf("asynq: the scheduler has already been stopped")
 	}
 	s.logger.Info("Scheduler starting")
 	s.logger.Infof("Scheduler timezone is set to %v", s.location)
 	s.cron.Start()
 	s.wg.Add(1)
 	go s.runHeartbeater()
-	s.state.Set(base.StateActive)
+	return nil
+}
+
+// Checks server state and returns an error if pre-condition is not met.
+// Otherwise it sets the server state to active.
+func (s *Scheduler) start() error {
+	s.state.mu.Lock()
+	defer s.state.mu.Unlock()
+	switch s.state.value {
+	case srvStateActive:
+		return fmt.Errorf("asynq: the scheduler is already running")
+	case srvStateClosed:
+		return fmt.Errorf("asynq: the scheduler has already been stopped")
+	}
+	s.state.value = srvStateActive
 	return nil
 }
 
 // Shutdown stops and shuts down the scheduler.
 func (s *Scheduler) Shutdown() {
+	s.state.mu.Lock()
+	if s.state.value == srvStateNew || s.state.value == srvStateClosed {
+		// scheduler is not running, do nothing and return.
+		s.state.mu.Unlock()
+		return
+	}
+	s.state.value = srvStateClosed
+	s.state.mu.Unlock()
+
 	s.logger.Info("Scheduler shutting down")
 	close(s.done) // signal heartbeater to stop
 	ctx := s.cron.Stop()
@@ -209,7 +241,6 @@ func (s *Scheduler) Shutdown() {
 	s.clearHistory()
 	s.client.Close()
 	s.rdb.Close()
-	s.state.Set(base.StateClosed)
 	s.logger.Info("Scheduler stopped")
 }
 

scheduler_test.go

@@ -10,8 +10,8 @@ import (
 	"time"
 
 	"github.com/google/go-cmp/cmp"
-	"github.com/hibiken/asynq/internal/asynqtest"
 	"github.com/hibiken/asynq/internal/base"
+	"github.com/hibiken/asynq/internal/testutil"
 )
 
 func TestSchedulerRegister(t *testing.T) {
@@ -69,8 +69,8 @@ func TestSchedulerRegister(t *testing.T) {
 		time.Sleep(tc.wait)
 		scheduler.Shutdown()
 
-		got := asynqtest.GetPendingMessages(t, r, tc.queue)
+		got := testutil.GetPendingMessages(t, r, tc.queue)
-		if diff := cmp.Diff(tc.want, got, asynqtest.IgnoreIDOpt); diff != "" {
+		if diff := cmp.Diff(tc.want, got, testutil.IgnoreIDOpt); diff != "" {
 			t.Errorf("mismatch found in queue %q: (-want,+got)\n%s", tc.queue, diff)
 		}
 	}
@@ -148,7 +148,7 @@ func TestSchedulerUnregister(t *testing.T) {
 		time.Sleep(tc.wait)
 		scheduler.Shutdown()
 
-		got := asynqtest.GetPendingMessages(t, r, tc.queue)
+		got := testutil.GetPendingMessages(t, r, tc.queue)
 		if len(got) != 0 {
 			t.Errorf("%d tasks were enqueued, want zero", len(got))
 		}

servemux.go

@@ -98,7 +98,7 @@ func (mux *ServeMux) Handle(pattern string, handler Handler) {
 	mux.mu.Lock()
 	defer mux.mu.Unlock()
 
-	if pattern == "" {
+	if strings.TrimSpace(pattern) == "" {
 		panic("asynq: invalid pattern")
 	}
 	if handler == nil {

server.go

@@ -15,7 +15,7 @@ import (
 	"sync"
 	"time"
 
-	"github.com/go-redis/redis/v7"
+	"github.com/go-redis/redis/v8"
 	"github.com/hibiken/asynq/internal/base"
 	"github.com/hibiken/asynq/internal/log"
 	"github.com/hibiken/asynq/internal/rdb"
@@ -38,7 +38,7 @@ type Server struct {
 
 	broker base.Broker
 
-	state *base.ServerState
+	state *serverState
 
 	// wait group to wait for all goroutines to finish.
 	wg            sync.WaitGroup
@@ -49,6 +49,45 @@ type Server struct {
 	subscriber    *subscriber
 	recoverer     *recoverer
 	healthchecker *healthchecker
+	janitor       *janitor
+	aggregator    *aggregator
+}
+
+type serverState struct {
+	mu    sync.Mutex
+	value serverStateValue
+}
+
+type serverStateValue int
+
+const (
+	// StateNew represents a new server. Server begins in
+	// this state and then transition to StatusActive when
+	// Start or Run is callled.
+	srvStateNew serverStateValue = iota
+
+	// StateActive indicates the server is up and active.
+	srvStateActive
+
+	// StateStopped indicates the server is up but no longer processing new tasks.
+	srvStateStopped
+
+	// StateClosed indicates the server has been shutdown.
+	srvStateClosed
+)
+
+var serverStates = []string{
+	"new",
+	"active",
+	"stopped",
+	"closed",
+}
+
+func (s serverStateValue) String() string {
+	if srvStateNew <= s && s <= srvStateClosed {
+		return serverStates[s]
+	}
+	return "unknown status"
 }
 
 // Config specifies the server's background-task processing behavior.
@@ -56,14 +95,28 @@ type Config struct {
 	// Maximum number of concurrent processing of tasks.
 	//
 	// If set to a zero or negative value, NewServer will overwrite the value
-	// to the number of CPUs usable by the currennt process.
+	// to the number of CPUs usable by the current process.
 	Concurrency int
 
+	// BaseContext optionally specifies a function that returns the base context for Handler invocations on this server.
+	//
+	// If BaseContext is nil, the default is context.Background().
+	// If this is defined, then it MUST return a non-nil context
+	BaseContext func() context.Context
+
 	// Function to calculate retry delay for a failed task.
 	//
 	// By default, it uses exponential backoff algorithm to calculate the delay.
 	RetryDelayFunc RetryDelayFunc
 
+	// Predicate function to determine whether the error returned from Handler is a failure.
+	// If the function returns false, Server will not increment the retried counter for the task,
+	// and Server won't record the queue stats (processed and failed stats) to avoid skewing the error
+	// rate of the queue.
+	//
+	// By default, if the given error is non-nil the function returns true.
+	IsFailure func(error) bool
+
 	// List of queues to process with given priority value. Keys are the names of the
 	// queues and values are associated priority value.
 	//
@@ -135,6 +188,58 @@ type Config struct {
 	//
 	// If unset or zero, the interval is set to 15 seconds.
 	HealthCheckInterval time.Duration
+
+	// DelayedTaskCheckInterval specifies the interval between checks run on 'scheduled' and 'retry'
+	// tasks, and forwarding them to 'pending' state if they are ready to be processed.
+	//
+	// If unset or zero, the interval is set to 5 seconds.
+	DelayedTaskCheckInterval time.Duration
+
+	// GroupGracePeriod specifies the amount of time the server will wait for an incoming task before aggregating
+	// the tasks in a group. If an incoming task is received within this period, the server will wait for another
+	// period of the same length, up to GroupMaxDelay if specified.
+	//
+	// If unset or zero, the grace period is set to 1 minute.
+	// Minimum duration for GroupGracePeriod is 1 second. If value specified is less than a second, the call to
+	// NewServer will panic.
+	GroupGracePeriod time.Duration
+
+	// GroupMaxDelay specifies the maximum amount of time the server will wait for incoming tasks before aggregating
+	// the tasks in a group.
+	//
+	// If unset or zero, no delay limit is used.
+	GroupMaxDelay time.Duration
+
+	// GroupMaxSize specifies the maximum number of tasks that can be aggregated into a single task within a group.
+	// If GroupMaxSize is reached, the server will aggregate the tasks into one immediately.
+	//
+	// If unset or zero, no size limit is used.
+	GroupMaxSize int
+
+	// GroupAggregator specifies the aggregation function used to aggregate multiple tasks in a group into one task.
+	//
+	// If unset or nil, the group aggregation feature will be disabled on the server.
+	GroupAggregator GroupAggregator
+}
+
+// GroupAggregator aggregates a group of tasks into one before the tasks are passed to the Handler.
+type GroupAggregator interface {
+	// Aggregate aggregates the given tasks in a group with the given group name,
+	// and returns a new task which is the aggregation of those tasks.
+	//
+	// Use NewTask(typename, payload, opts...) to set any options for the aggregated task.
+	// The Queue option, if provided, will be ignored and the aggregated task will always be enqueued
+	// to the same queue the group belonged.
+	Aggregate(group string, tasks []*Task) *Task
+}
+
+// The GroupAggregatorFunc type is an adapter to allow the use of  ordinary functions as a GroupAggregator.
+// If f is a function with the appropriate signature, GroupAggregatorFunc(f) is a GroupAggregator that calls f.
+type GroupAggregatorFunc func(group string, tasks []*Task) *Task
+
+// Aggregate calls fn(group, tasks)
+func (fn GroupAggregatorFunc) Aggregate(group string, tasks []*Task) *Task {
+	return fn(group, tasks)
 }
 
 // An ErrorHandler handles an error occured during task processing.
@@ -268,6 +373,8 @@ func DefaultRetryDelayFunc(n int, e error, t *Task) time.Duration {
 	return time.Duration(s) * time.Second
 }
 
+func defaultIsFailureFunc(err error) bool { return err != nil }
+
 var defaultQueueConfig = map[string]int{
 	base.DefaultQueueName: 1,
 }
@@ -276,6 +383,10 @@ const (
 	defaultShutdownTimeout = 8 * time.Second
 
 	defaultHealthCheckInterval = 15 * time.Second
+
+	defaultDelayedTaskCheckInterval = 5 * time.Second
+
+	defaultGroupGracePeriod = 1 * time.Minute
 )
 
 // NewServer returns a new Server given a redis connection option
@@ -285,6 +396,10 @@ func NewServer(r RedisConnOpt, cfg Config) *Server {
 	if !ok {
 		panic(fmt.Sprintf("asynq: unsupported RedisConnOpt type %T", r))
 	}
+	baseCtxFn := cfg.BaseContext
+	if baseCtxFn == nil {
+		baseCtxFn = context.Background
+	}
 	n := cfg.Concurrency
 	if n < 1 {
 		n = runtime.NumCPU()
@@ -293,8 +408,15 @@ func NewServer(r RedisConnOpt, cfg Config) *Server {
 	if delayFunc == nil {
 		delayFunc = DefaultRetryDelayFunc
 	}
+	isFailureFunc := cfg.IsFailure
+	if isFailureFunc == nil {
+		isFailureFunc = defaultIsFailureFunc
+	}
 	queues := make(map[string]int)
 	for qname, p := range cfg.Queues {
+		if err := base.ValidateQueueName(qname); err != nil {
+			continue // ignore invalid queue names
+		}
 		if p > 0 {
 			queues[qname] = p
 		}
@@ -314,6 +436,14 @@ func NewServer(r RedisConnOpt, cfg Config) *Server {
 	if healthcheckInterval == 0 {
 		healthcheckInterval = defaultHealthCheckInterval
 	}
+	// TODO: Create a helper to check for zero value and fall back to default (e.g. getDurationOrDefault())
+	groupGracePeriod := cfg.GroupGracePeriod
+	if groupGracePeriod == 0 {
+		groupGracePeriod = defaultGroupGracePeriod
+	}
+	if groupGracePeriod < time.Second {
+		panic("GroupGracePeriod cannot be less than a second")
+	}
 	logger := log.NewLogger(cfg.Logger)
 	loglevel := cfg.LogLevel
 	if loglevel == level_unspecified {
@@ -325,7 +455,7 @@ func NewServer(r RedisConnOpt, cfg Config) *Server {
 	starting := make(chan *workerInfo)
 	finished := make(chan *base.TaskMessage)
 	syncCh := make(chan *syncRequest)
-	state := base.NewServerState()
+	srvState := &serverState{value: srvStateNew}
 	cancels := base.NewCancelations()
 
 	syncer := newSyncer(syncerParams{
@@ -340,15 +470,19 @@ func NewServer(r RedisConnOpt, cfg Config) *Server {
 		concurrency:    n,
 		queues:         queues,
 		strictPriority: cfg.StrictPriority,
-		state:          state,
+		state:          srvState,
 		starting:       starting,
 		finished:       finished,
 	})
+	delayedTaskCheckInterval := cfg.DelayedTaskCheckInterval
+	if delayedTaskCheckInterval == 0 {
+		delayedTaskCheckInterval = defaultDelayedTaskCheckInterval
+	}
 	forwarder := newForwarder(forwarderParams{
 		logger:   logger,
 		broker:   rdb,
 		queues:   qnames,
-		interval: 5 * time.Second,
+		interval: delayedTaskCheckInterval,
 	})
 	subscriber := newSubscriber(subscriberParams{
 		logger:       logger,
@@ -359,6 +493,8 @@ func NewServer(r RedisConnOpt, cfg Config) *Server {
 		logger:          logger,
 		broker:          rdb,
 		retryDelayFunc:  delayFunc,
+		baseCtxFn:       baseCtxFn,
+		isFailureFunc:   isFailureFunc,
 		syncCh:          syncCh,
 		cancelations:    cancels,
 		concurrency:     n,
@@ -373,6 +509,7 @@ func NewServer(r RedisConnOpt, cfg Config) *Server {
 		logger:         logger,
 		broker:         rdb,
 		retryDelayFunc: delayFunc,
+		isFailureFunc:  isFailureFunc,
 		queues:         qnames,
 		interval:       1 * time.Minute,
 	})
@@ -382,10 +519,25 @@ func NewServer(r RedisConnOpt, cfg Config) *Server {
 		interval:        healthcheckInterval,
 		healthcheckFunc: cfg.HealthCheckFunc,
 	})
+	janitor := newJanitor(janitorParams{
+		logger:   logger,
+		broker:   rdb,
+		queues:   qnames,
+		interval: 8 * time.Second,
+	})
+	aggregator := newAggregator(aggregatorParams{
+		logger:          logger,
+		broker:          rdb,
+		queues:          qnames,
+		gracePeriod:     groupGracePeriod,
+		maxDelay:        cfg.GroupMaxDelay,
+		maxSize:         cfg.GroupMaxSize,
+		groupAggregator: cfg.GroupAggregator,
+	})
 	return &Server{
 		logger:        logger,
 		broker:        rdb,
-		state:         state,
+		state:         srvState,
 		forwarder:     forwarder,
 		processor:     processor,
 		syncer:        syncer,
@@ -393,6 +545,8 @@ func NewServer(r RedisConnOpt, cfg Config) *Server {
 		subscriber:    subscriber,
 		recoverer:     recoverer,
 		healthchecker: healthchecker,
+		janitor:       janitor,
+		aggregator:    aggregator,
 	}
 }
 
@@ -454,17 +608,11 @@ func (srv *Server) Start(handler Handler) error {
 	if handler == nil {
 		return fmt.Errorf("asynq: server cannot run with nil handler")
 	}
-	switch srv.state.Get() {
-	case base.StateActive:
-		return fmt.Errorf("asynq: the server is already running")
-	case base.StateStopped:
-		return fmt.Errorf("asynq: the server is in the stopped state. Waiting for shutdown.")
-	case base.StateClosed:
-		return ErrServerClosed
-	}
-	srv.state.Set(base.StateActive)
 	srv.processor.handler = handler
 
+	if err := srv.start(); err != nil {
+		return err
+	}
 	srv.logger.Info("Starting processing")
 
 	srv.heartbeater.start(&srv.wg)
@@ -474,6 +622,25 @@ func (srv *Server) Start(handler Handler) error {
 	srv.recoverer.start(&srv.wg)
 	srv.forwarder.start(&srv.wg)
 	srv.processor.start(&srv.wg)
+	srv.janitor.start(&srv.wg)
+	srv.aggregator.start(&srv.wg)
+	return nil
+}
+
+// Checks server state and returns an error if pre-condition is not met.
+// Otherwise it sets the server state to active.
+func (srv *Server) start() error {
+	srv.state.mu.Lock()
+	defer srv.state.mu.Unlock()
+	switch srv.state.value {
+	case srvStateActive:
+		return fmt.Errorf("asynq: the server is already running")
+	case srvStateStopped:
+		return fmt.Errorf("asynq: the server is in the stopped state. Waiting for shutdown.")
+	case srvStateClosed:
+		return ErrServerClosed
+	}
+	srv.state.value = srvStateActive
 	return nil
 }
 
@@ -482,11 +649,14 @@ func (srv *Server) Start(handler Handler) error {
 // active workers to finish processing tasks for duration specified in Config.ShutdownTimeout.
 // If worker didn't finish processing a task during the timeout, the task will be pushed back to Redis.
 func (srv *Server) Shutdown() {
-	switch srv.state.Get() {
+	srv.state.mu.Lock()
-	case base.StateNew, base.StateClosed:
+	if srv.state.value == srvStateNew || srv.state.value == srvStateClosed {
+		srv.state.mu.Unlock()
 		// server is not running, do nothing and return.
 		return
 	}
+	srv.state.value = srvStateClosed
+	srv.state.mu.Unlock()
 
 	srv.logger.Info("Starting graceful shutdown")
 	// Note: The order of shutdown is important.
@@ -498,14 +668,13 @@ func (srv *Server) Shutdown() {
 	srv.recoverer.shutdown()
 	srv.syncer.shutdown()
 	srv.subscriber.shutdown()
+	srv.janitor.shutdown()
+	srv.aggregator.shutdown()
 	srv.healthchecker.shutdown()
 	srv.heartbeater.shutdown()
-
 	srv.wg.Wait()
 
 	srv.broker.Close()
-	srv.state.Set(base.StateClosed)
-
 	srv.logger.Info("Exiting")
 }
 
@@ -515,8 +684,16 @@ func (srv *Server) Shutdown() {
 //
 // Stop does not shutdown the server, make sure to call Shutdown before exit.
 func (srv *Server) Stop() {
+	srv.state.mu.Lock()
+	if srv.state.value != srvStateActive {
+		// Invalid calll to Stop, server can only go from Active state to Stopped state.
+		srv.state.mu.Unlock()
+		return
+	}
+	srv.state.value = srvStateStopped
+	srv.state.mu.Unlock()
+
 	srv.logger.Info("Stopping processor")
 	srv.processor.stop()
-	srv.state.Set(base.StateStopped)
 	srv.logger.Info("Processor stopped")
 }

server_test.go

@@ -11,15 +11,15 @@ import (
 	"testing"
 	"time"
 
-	"github.com/hibiken/asynq/internal/asynqtest"
 	"github.com/hibiken/asynq/internal/rdb"
 	"github.com/hibiken/asynq/internal/testbroker"
+	"github.com/hibiken/asynq/internal/testutil"
 	"go.uber.org/goleak"
 )
 
 func TestServer(t *testing.T) {
 	// https://github.com/go-redis/redis/issues/1029
-	ignoreOpt := goleak.IgnoreTopFunction("github.com/go-redis/redis/v7/internal/pool.(*ConnPool).reaper")
+	ignoreOpt := goleak.IgnoreTopFunction("github.com/go-redis/redis/v8/internal/pool.(*ConnPool).reaper")
 	defer goleak.VerifyNoLeaks(t, ignoreOpt)
 
 	redisConnOpt := getRedisConnOpt(t)
@@ -40,12 +40,12 @@ func TestServer(t *testing.T) {
 		t.Fatal(err)
 	}
 
-	_, err = c.Enqueue(NewTask("send_email", asynqtest.JSON(map[string]interface{}{"recipient_id": 123})))
+	_, err = c.Enqueue(NewTask("send_email", testutil.JSON(map[string]interface{}{"recipient_id": 123})))
 	if err != nil {
 		t.Errorf("could not enqueue a task: %v", err)
 	}
 
-	_, err = c.Enqueue(NewTask("send_email", asynqtest.JSON(map[string]interface{}{"recipient_id": 456})), ProcessIn(1*time.Hour))
+	_, err = c.Enqueue(NewTask("send_email", testutil.JSON(map[string]interface{}{"recipient_id": 456})), ProcessIn(1*time.Hour))
 	if err != nil {
 		t.Errorf("could not enqueue a task: %v", err)
 	}
@@ -55,7 +55,7 @@ func TestServer(t *testing.T) {
 
 func TestServerRun(t *testing.T) {
 	// https://github.com/go-redis/redis/issues/1029
-	ignoreOpt := goleak.IgnoreTopFunction("github.com/go-redis/redis/v7/internal/pool.(*ConnPool).reaper")
+	ignoreOpt := goleak.IgnoreTopFunction("github.com/go-redis/redis/v8/internal/pool.(*ConnPool).reaper")
 	defer goleak.VerifyNoLeaks(t, ignoreOpt)
 
 	srv := NewServer(RedisClientOpt{Addr: ":6379"}, Config{LogLevel: testLogLevel})

subscriber.go

@@ -8,7 +8,7 @@ import (
 	"sync"
 	"time"
 
-	"github.com/go-redis/redis/v7"
+	"github.com/go-redis/redis/v8"
 	"github.com/hibiken/asynq/internal/base"
 	"github.com/hibiken/asynq/internal/log"
 )

syncer_test.go

@@ -5,14 +5,15 @@
 package asynq
 
 import (
+	"context"
 	"fmt"
 	"sync"
 	"testing"
 	"time"
 
-	h "github.com/hibiken/asynq/internal/asynqtest"
 	"github.com/hibiken/asynq/internal/base"
 	"github.com/hibiken/asynq/internal/rdb"
+	h "github.com/hibiken/asynq/internal/testutil"
 )
 
 func TestSyncer(t *testing.T) {
@@ -41,7 +42,7 @@ func TestSyncer(t *testing.T) {
 		m := msg
 		syncRequestCh <- &syncRequest{
 			fn: func() error {
-				return rdbClient.Done(m)
+				return rdbClient.Done(context.Background(), m)
 			},
 			deadline: time.Now().Add(5 * time.Minute),
 		}

tools/asynq/cmd/cron.go

@@ -63,7 +63,7 @@ func cronList(cmd *cobra.Command, args []string) {
 	cols := []string{"EntryID", "Spec", "Type", "Payload", "Options", "Next", "Prev"}
 	printRows := func(w io.Writer, tmpl string) {
 		for _, e := range entries {
-			fmt.Fprintf(w, tmpl, e.ID, e.Spec, e.Task.Type(), formatPayload(e.Task.Payload()), e.Opts,
+			fmt.Fprintf(w, tmpl, e.ID, e.Spec, e.Task.Type(), sprintBytes(e.Task.Payload()), e.Opts,
 				nextEnqueue(e.Next), prevEnqueue(e.Prev))
 		}
 	}

tools/asynq/cmd/group.go

@@ -0,0 +1,48 @@
+// Copyright 2022 Kentaro Hibino. All rights reserved.
+// Use of this source code is governed by a MIT license
+// that can be found in the LICENSE file.
+
+package cmd
+
+import (
+	"fmt"
+	"os"
+
+	"github.com/spf13/cobra"
+)
+
+func init() {
+	rootCmd.AddCommand(groupCmd)
+	groupCmd.AddCommand(groupListCmd)
+	groupListCmd.Flags().StringP("queue", "q", "", "queue to inspect")
+	groupListCmd.MarkFlagRequired("queue")
+}
+
+var groupCmd = &cobra.Command{
+	Use:   "group",
+	Short: "Manage groups",
+}
+
+var groupListCmd = &cobra.Command{
+	Use:   "ls",
+	Short: "List groups",
+	Args:  cobra.NoArgs,
+	Run:   groupLists,
+}
+
+func groupLists(cmd *cobra.Command, args []string) {
+	qname, err := cmd.Flags().GetString("queue")
+	if err != nil {
+		fmt.Println(err)
+		os.Exit(1)
+	}
+	inspector := createInspector()
+	groups, err := inspector.Groups(qname)
+	if len(groups) == 0 {
+		fmt.Printf("No groups found in queue %q\n", qname)
+		return
+	}
+	for _, g := range groups {
+		fmt.Println(g.Group)
+	}
+}

tools/asynq/cmd/migrate.go

@@ -1,404 +0,0 @@
-// Copyright 2020 Kentaro Hibino. All rights reserved.
-// Use of this source code is governed by a MIT license
-// that can be found in the LICENSE file.
-
-package cmd
-
-import (
-	"encoding/json"
-	"fmt"
-	"os"
-	"strings"
-	"time"
-
-	"github.com/go-redis/redis/v7"
-	"github.com/google/uuid"
-	"github.com/hibiken/asynq/internal/base"
-	"github.com/hibiken/asynq/internal/errors"
-	"github.com/hibiken/asynq/internal/rdb"
-	"github.com/spf13/cobra"
-)
-
-// migrateCmd represents the migrate command.
-var migrateCmd = &cobra.Command{
-	Use:   "migrate",
-	Short: fmt.Sprintf("Migrate existing tasks and queues to be asynq%s compatible", base.Version),
-	Long: `Migrate (asynq migrate) will migrate existing tasks and queues in redis to be compatible with the latest version of asynq.
-`,
-	Args: cobra.NoArgs,
-	Run:  migrate,
-}
-
-func init() {
-	rootCmd.AddCommand(migrateCmd)
-}
-
-func backupKey(key string) string {
-	return fmt.Sprintf("%s:backup", key)
-}
-
-func renameKeyAsBackup(c redis.UniversalClient, key string) error {
-	if c.Exists(key).Val() == 0 {
-		return nil // key doesn't exist; no-op
-	}
-	return c.Rename(key, backupKey(key)).Err()
-}
-
-func failIfError(err error, msg string) {
-	if err != nil {
-		fmt.Printf("error: %s: %v\n", msg, err)
-		fmt.Println("*** Please report this issue at https://github.com/hibiken/asynq/issues ***")
-		os.Exit(1)
-	}
-}
-
-func logIfError(err error, msg string) {
-	if err != nil {
-		fmt.Printf("warning: %s: %v\n", msg, err)
-	}
-}
-
-func migrate(cmd *cobra.Command, args []string) {
-	r := createRDB()
-	queues, err := r.AllQueues()
-	failIfError(err, "Failed to get queue names")
-
-	// ---------------------------------------------
-	// Pre-check: Ensure no active servers, tasks.
-	// ---------------------------------------------
-	srvs, err := r.ListServers()
-	failIfError(err, "Failed to get server infos")
-	if len(srvs) > 0 {
-		fmt.Println("(error): Server(s) still running. Please ensure that no asynq servers are running when runnning migrate command.")
-		os.Exit(1)
-	}
-	for _, qname := range queues {
-		stats, err := r.CurrentStats(qname)
-		failIfError(err, "Failed to get stats")
-		if stats.Active > 0 {
-			fmt.Printf("(error): %d active tasks found. Please ensure that no active tasks exist when running migrate command.\n", stats.Active)
-			os.Exit(1)
-		}
-	}
-
-	// ---------------------------------------------
-	// Rename pending key
-	// ---------------------------------------------
-	fmt.Print("Renaming pending keys...")
-	for _, qname := range queues {
-		oldKey := fmt.Sprintf("asynq:{%s}", qname)
-		if r.Client().Exists(oldKey).Val() == 0 {
-			continue
-		}
-		newKey := base.PendingKey(qname)
-		err := r.Client().Rename(oldKey, newKey).Err()
-		failIfError(err, "Failed to rename key")
-	}
-	fmt.Print("Done\n")
-
-	// ---------------------------------------------
-	// Rename keys as backup
-	// ---------------------------------------------
-	fmt.Print("Renaming keys for backup...")
-	for _, qname := range queues {
-		keys := []string{
-			base.ActiveKey(qname),
-			base.PendingKey(qname),
-			base.ScheduledKey(qname),
-			base.RetryKey(qname),
-			base.ArchivedKey(qname),
-		}
-		for _, key := range keys {
-			err := renameKeyAsBackup(r.Client(), key)
-			failIfError(err, fmt.Sprintf("Failed to rename key %q for backup", key))
-		}
-	}
-	fmt.Print("Done\n")
-
-	// ---------------------------------------------
-	// Update to new schema
-	// ---------------------------------------------
-	fmt.Print("Updating to new schema...")
-	for _, qname := range queues {
-		updatePendingMessages(r, qname)
-		updateZSetMessages(r.Client(), base.ScheduledKey(qname), "scheduled")
-		updateZSetMessages(r.Client(), base.RetryKey(qname), "retry")
-		updateZSetMessages(r.Client(), base.ArchivedKey(qname), "archived")
-	}
-	fmt.Print("Done\n")
-
-	// ---------------------------------------------
-	// Delete backup keys
-	// ---------------------------------------------
-	fmt.Print("Deleting backup keys...")
-	for _, qname := range queues {
-		keys := []string{
-			backupKey(base.ActiveKey(qname)),
-			backupKey(base.PendingKey(qname)),
-			backupKey(base.ScheduledKey(qname)),
-			backupKey(base.RetryKey(qname)),
-			backupKey(base.ArchivedKey(qname)),
-		}
-		for _, key := range keys {
-			err := r.Client().Del(key).Err()
-			failIfError(err, "Failed to delete backup key")
-		}
-	}
-	fmt.Print("Done\n")
-}
-
-func UnmarshalOldMessage(encoded string) (*base.TaskMessage, error) {
-	oldMsg, err := DecodeMessage(encoded)
-	if err != nil {
-		return nil, err
-	}
-	payload, err := json.Marshal(oldMsg.Payload)
-	if err != nil {
-		return nil, fmt.Errorf("could not marshal payload: %v", err)
-	}
-	return &base.TaskMessage{
-		Type:         oldMsg.Type,
-		Payload:      payload,
-		ID:           oldMsg.ID,
-		Queue:        oldMsg.Queue,
-		Retry:        oldMsg.Retry,
-		Retried:      oldMsg.Retried,
-		ErrorMsg:     oldMsg.ErrorMsg,
-		LastFailedAt: 0,
-		Timeout:      oldMsg.Timeout,
-		Deadline:     oldMsg.Deadline,
-		UniqueKey:    oldMsg.UniqueKey,
-	}, nil
-}
-
-// TaskMessage from v0.17
-type OldTaskMessage struct {
-	// Type indicates the kind of the task to be performed.
-	Type string
-
-	// Payload holds data needed to process the task.
-	Payload map[string]interface{}
-
-	// ID is a unique identifier for each task.
-	ID uuid.UUID
-
-	// Queue is a name this message should be enqueued to.
-	Queue string
-
-	// Retry is the max number of retry for this task.
-	Retry int
-
-	// Retried is the number of times we've retried this task so far.
-	Retried int
-
-	// ErrorMsg holds the error message from the last failure.
-	ErrorMsg string
-
-	// Timeout specifies timeout in seconds.
-	// If task processing doesn't complete within the timeout, the task will be retried
-	// if retry count is remaining. Otherwise it will be moved to the archive.
-	//
-	// Use zero to indicate no timeout.
-	Timeout int64
-
-	// Deadline specifies the deadline for the task in Unix time,
-	// the number of seconds elapsed since January 1, 1970 UTC.
-	// If task processing doesn't complete before the deadline, the task will be retried
-	// if retry count is remaining. Otherwise it will be moved to the archive.
-	//
-	// Use zero to indicate no deadline.
-	Deadline int64
-
-	// UniqueKey holds the redis key used for uniqueness lock for this task.
-	//
-	// Empty string indicates that no uniqueness lock was used.
-	UniqueKey string
-}
-
-// DecodeMessage unmarshals the given encoded string and returns a decoded task message.
-// Code from v0.17.
-func DecodeMessage(s string) (*OldTaskMessage, error) {
-	d := json.NewDecoder(strings.NewReader(s))
-	d.UseNumber()
-	var msg OldTaskMessage
-	if err := d.Decode(&msg); err != nil {
-		return nil, err
-	}
-	return &msg, nil
-}
-
-func updatePendingMessages(r *rdb.RDB, qname string) {
-	data, err := r.Client().LRange(backupKey(base.PendingKey(qname)), 0, -1).Result()
-	failIfError(err, "Failed to read backup pending key")
-
-	for _, s := range data {
-		msg, err := UnmarshalOldMessage(s)
-		failIfError(err, "Failed to unmarshal message")
-
-		if msg.UniqueKey != "" {
-			ttl, err := r.Client().TTL(msg.UniqueKey).Result()
-			failIfError(err, "Failed to get ttl")
-
-			if ttl > 0 {
-				err = r.Client().Del(msg.UniqueKey).Err()
-				logIfError(err, "Failed to delete unique key")
-			}
-
-			// Regenerate unique key.
-			msg.UniqueKey = base.UniqueKey(msg.Queue, msg.Type, msg.Payload)
-			if ttl > 0 {
-				err = r.EnqueueUnique(msg, ttl)
-			} else {
-				err = r.Enqueue(msg)
-			}
-			failIfError(err, "Failed to enqueue message")
-
-		} else {
-			err := r.Enqueue(msg)
-			failIfError(err, "Failed to enqueue message")
-		}
-	}
-}
-
-// KEYS[1] -> asynq:{<qname>}:t:<task_id>
-// KEYS[2] -> asynq:{<qname>}:scheduled
-// ARGV[1] -> task message data
-// ARGV[2] -> zset score
-// ARGV[3] -> task ID
-// ARGV[4] -> task timeout in seconds (0 if not timeout)
-// ARGV[5] -> task deadline in unix time (0 if no deadline)
-// ARGV[6] -> task state (e.g. "retry", "archived")
-var taskZAddCmd = redis.NewScript(`
-redis.call("HSET", KEYS[1],
-           "msg", ARGV[1],
-           "state", ARGV[6],
-           "timeout", ARGV[4],
-           "deadline", ARGV[5])
-redis.call("ZADD", KEYS[2], ARGV[2], ARGV[3])
-return 1
-`)
-
-// ZAddTask adds task to zset.
-func ZAddTask(c redis.UniversalClient, key string, msg *base.TaskMessage, score float64, state string) error {
-	// Special case; LastFailedAt field is new so assign a value inferred from zscore.
-	if state == "archived" {
-		msg.LastFailedAt = int64(score)
-	}
-
-	encoded, err := base.EncodeMessage(msg)
-	if err != nil {
-		return err
-	}
-	if err := c.SAdd(base.AllQueues, msg.Queue).Err(); err != nil {
-		return err
-	}
-	keys := []string{
-		base.TaskKey(msg.Queue, msg.ID.String()),
-		key,
-	}
-	argv := []interface{}{
-		encoded,
-		score,
-		msg.ID.String(),
-		msg.Timeout,
-		msg.Deadline,
-		state,
-	}
-	return taskZAddCmd.Run(c, keys, argv...).Err()
-}
-
-// KEYS[1] -> unique key
-// KEYS[2] -> asynq:{<qname>}:t:<task_id>
-// KEYS[3] -> zset key (e.g. asynq:{<qname>}:scheduled)
-// --
-// ARGV[1] -> task ID
-// ARGV[2] -> uniqueness lock TTL
-// ARGV[3] -> score (process_at timestamp)
-// ARGV[4] -> task message
-// ARGV[5] -> task timeout in seconds (0 if not timeout)
-// ARGV[6] -> task deadline in unix time (0 if no deadline)
-// ARGV[7] -> task state (oneof "scheduled", "retry", "archived")
-var taskZAddUniqueCmd = redis.NewScript(`
-local ok = redis.call("SET", KEYS[1], ARGV[1], "NX", "EX", ARGV[2])
-if not ok then
-  return 0
-end
-redis.call("HSET", KEYS[2],
-           "msg", ARGV[4],
-           "state", ARGV[7],
-           "timeout", ARGV[5],
-           "deadline", ARGV[6],
-           "unique_key", KEYS[1])
-redis.call("ZADD", KEYS[3], ARGV[3], ARGV[1])
-return 1
-`)
-
-// ScheduleUnique adds the task to the backlog queue to be processed in the future if the uniqueness lock can be acquired.
-// It returns ErrDuplicateTask if the lock cannot be acquired.
-func ZAddTaskUnique(c redis.UniversalClient, key string, msg *base.TaskMessage, score float64, state string, ttl time.Duration) error {
-	encoded, err := base.EncodeMessage(msg)
-	if err != nil {
-		return err
-	}
-	if err := c.SAdd(base.AllQueues, msg.Queue).Err(); err != nil {
-		return err
-	}
-	keys := []string{
-		msg.UniqueKey,
-		base.TaskKey(msg.Queue, msg.ID.String()),
-		key,
-	}
-	argv := []interface{}{
-		msg.ID.String(),
-		int(ttl.Seconds()),
-		score,
-		encoded,
-		msg.Timeout,
-		msg.Deadline,
-		state,
-	}
-	res, err := taskZAddUniqueCmd.Run(c, keys, argv...).Result()
-	if err != nil {
-		return err
-	}
-	n, ok := res.(int64)
-	if !ok {
-		return errors.E(errors.Internal, fmt.Sprintf("cast error: unexpected return value from Lua script: %v", res))
-	}
-	if n == 0 {
-		return errors.E(errors.AlreadyExists, errors.ErrDuplicateTask)
-	}
-	return nil
-}
-
-func updateZSetMessages(c redis.UniversalClient, key, state string) {
-	zs, err := c.ZRangeWithScores(backupKey(key), 0, -1).Result()
-	failIfError(err, "Failed to read")
-
-	for _, z := range zs {
-		msg, err := UnmarshalOldMessage(z.Member.(string))
-		failIfError(err, "Failed to unmarshal message")
-
-		if msg.UniqueKey != "" {
-			ttl, err := c.TTL(msg.UniqueKey).Result()
-			failIfError(err, "Failed to get ttl")
-
-			if ttl > 0 {
-				err = c.Del(msg.UniqueKey).Err()
-				logIfError(err, "Failed to delete unique key")
-			}
-
-			// Regenerate unique key.
-			msg.UniqueKey = base.UniqueKey(msg.Queue, msg.Type, msg.Payload)
-			if ttl > 0 {
-				err = ZAddTaskUnique(c, key, msg, z.Score, state, ttl)
-			} else {
-				err = ZAddTask(c, key, msg, z.Score, state)
-			}
-			failIfError(err, "Failed to zadd message")
-		} else {
-			err := ZAddTask(c, key, msg, z.Score, state)
-			failIfError(err, "Failed to enqueue scheduled message")
-		}
-	}
-}

tools/asynq/cmd/queue.go

@@ -145,12 +145,13 @@ func printQueueInfo(info *asynq.QueueInfo) {
 	bold.Println("Queue Info")
 	fmt.Printf("Name:   %s\n", info.Queue)
 	fmt.Printf("Size:   %d\n", info.Size)
+	fmt.Printf("Groups: %d\n", info.Groups)
 	fmt.Printf("Paused: %t\n\n", info.Paused)
 	bold.Println("Task Count by State")
 	printTable(
-		[]string{"active", "pending", "scheduled", "retry", "archived"},
+		[]string{"active", "pending", "aggregating", "scheduled", "retry", "archived", "completed"},
 		func(w io.Writer, tmpl string) {
-			fmt.Fprintf(w, tmpl, info.Active, info.Pending, info.Scheduled, info.Retry, info.Archived)
+			fmt.Fprintf(w, tmpl, info.Active, info.Pending, info.Aggregating, info.Scheduled, info.Retry, info.Archived, info.Completed)
 		},
 	)
 	fmt.Println()

tools/asynq/cmd/root.go

@@ -14,7 +14,7 @@ import (
 	"unicode"
 	"unicode/utf8"
 
-	"github.com/go-redis/redis/v7"
+	"github.com/go-redis/redis/v8"
 	"github.com/hibiken/asynq"
 	"github.com/hibiken/asynq/internal/base"
 	"github.com/hibiken/asynq/internal/rdb"
@@ -199,9 +199,9 @@ func printTable(cols []string, printRows func(w io.Writer, tmpl string)) {
 	tw.Flush()
 }
 
-// formatPayload returns string representation of payload if data is printable.
+// sprintBytes returns a string representation of the given byte slice if data is printable.
-// If data is not printable, it returns a string describing payload is not printable.
+// If data is not printable, it returns a string describing it is not printable.
-func formatPayload(payload []byte) string {
+func sprintBytes(payload []byte) string {
 	if !isPrintable(payload) {
 		return "non-printable bytes"
 	}

tools/asynq/cmd/stats.go

@@ -5,13 +5,16 @@
 package cmd
 
 import (
+	"encoding/json"
 	"fmt"
 	"io"
+	"math"
 	"os"
 	"strconv"
 	"strings"
 	"text/tabwriter"
 	"time"
+	"unicode/utf8"
 
 	"github.com/fatih/color"
 	"github.com/hibiken/asynq/internal/rdb"
@@ -38,8 +41,11 @@ Example: watch -n 3 asynq stats -> Shows current state of tasks every three seco
 	Run:  stats,
 }
 
+var jsonFlag bool
+
 func init() {
 	rootCmd.AddCommand(statsCmd)
+	statsCmd.Flags().BoolVar(&jsonFlag, "json", false, "Output stats in JSON format.")
 
 	// Here you will define your flags and configuration settings.
 
@@ -53,14 +59,22 @@ func init() {
 }
 
 type AggregateStats struct {
-	Active    int
+	Active      int       `json:"active"`
-	Pending   int
+	Pending     int       `json:"pending"`
-	Scheduled int
+	Aggregating int       `json:"aggregating"`
-	Retry     int
+	Scheduled   int       `json:"scheduled"`
-	Archived  int
+	Retry       int       `json:"retry"`
-	Processed int
+	Archived    int       `json:"archived"`
-	Failed    int
+	Completed   int       `json:"completed"`
-	Timestamp time.Time
+	Processed   int       `json:"processed"`
+	Failed      int       `json:"failed"`
+	Timestamp   time.Time `json:"timestamp"`
+}
+
+type FullStats struct {
+	Aggregate  AggregateStats    `json:"aggregate"`
+	QueueStats []*rdb.Stats      `json:"queues"`
+	RedisInfo  map[string]string `json:"redis"`
 }
 
 func stats(cmd *cobra.Command, args []string) {
@@ -82,9 +96,11 @@ func stats(cmd *cobra.Command, args []string) {
 		}
 		aggStats.Active += s.Active
 		aggStats.Pending += s.Pending
+		aggStats.Aggregating += s.Aggregating
 		aggStats.Scheduled += s.Scheduled
 		aggStats.Retry += s.Retry
 		aggStats.Archived += s.Archived
+		aggStats.Completed += s.Completed
 		aggStats.Processed += s.Processed
 		aggStats.Failed += s.Failed
 		aggStats.Timestamp = s.Timestamp
@@ -100,6 +116,23 @@ func stats(cmd *cobra.Command, args []string) {
 		fmt.Println(err)
 		os.Exit(1)
 	}
+
+	if jsonFlag {
+		statsJSON, err := json.Marshal(FullStats{
+			Aggregate:  aggStats,
+			QueueStats: stats,
+			RedisInfo:  info,
+		})
+
+		if err != nil {
+			fmt.Println(err)
+			os.Exit(1)
+		}
+
+		fmt.Println(string(statsJSON))
+		return
+	}
+
 	bold := color.New(color.Bold)
 	bold.Println("Task Count by State")
 	printStatsByState(&aggStats)
@@ -124,22 +157,50 @@ func stats(cmd *cobra.Command, args []string) {
 }
 
 func printStatsByState(s *AggregateStats) {
-	format := strings.Repeat("%v\t", 5) + "\n"
+	format := strings.Repeat("%v\t", 7) + "\n"
 	tw := new(tabwriter.Writer).Init(os.Stdout, 0, 8, 2, ' ', 0)
-	fmt.Fprintf(tw, format, "active", "pending", "scheduled", "retry", "archived")
+	fmt.Fprintf(tw, format, "active", "pending", "aggregating", "scheduled", "retry", "archived", "completed")
-	fmt.Fprintf(tw, format, "----------", "--------", "---------", "-----", "----")
+	width := maxInt(9 /* defaultWidth */, maxWidthOf(s.Active, s.Pending, s.Aggregating, s.Scheduled, s.Retry, s.Archived, s.Completed)) // length of widest column
-	fmt.Fprintf(tw, format, s.Active, s.Pending, s.Scheduled, s.Retry, s.Archived)
+	sep := strings.Repeat("-", width)
+	fmt.Fprintf(tw, format, sep, sep, sep, sep, sep, sep, sep)
+	fmt.Fprintf(tw, format, s.Active, s.Pending, s.Aggregating, s.Scheduled, s.Retry, s.Archived, s.Completed)
 	tw.Flush()
 }
 
+// numDigits returns the number of digits in n.
+func numDigits(n int) int {
+	return len(strconv.Itoa(n))
+}
+
+// maxWidthOf returns the max number of digits amount the provided vals.
+func maxWidthOf(vals ...int) int {
+	max := 0
+	for _, v := range vals {
+		if vw := numDigits(v); vw > max {
+			max = vw
+		}
+	}
+	return max
+}
+
+func maxInt(a, b int) int {
+	return int(math.Max(float64(a), float64(b)))
+}
+
 func printStatsByQueue(stats []*rdb.Stats) {
 	var headers, seps, counts []string
+	maxHeaderWidth := 0
 	for _, s := range stats {
 		title := queueTitle(s)
 		headers = append(headers, title)
-		seps = append(seps, strings.Repeat("-", len(title)))
+		if w := utf8.RuneCountInString(title); w > maxHeaderWidth {
+			maxHeaderWidth = w
+		}
 		counts = append(counts, strconv.Itoa(s.Size))
 	}
+	for i := 0; i < len(headers); i++ {
+		seps = append(seps, strings.Repeat("-", maxHeaderWidth))
+	}
 	format := strings.Repeat("%v\t", len(headers)) + "\n"
 	tw := new(tabwriter.Writer).Init(os.Stdout, 0, 8, 2, ' ', 0)
 	fmt.Fprintf(tw, format, toInterfaceSlice(headers)...)

tools/asynq/cmd/task.go

@@ -22,6 +22,7 @@ func init() {
 	taskListCmd.Flags().StringP("state", "s", "", "state of the tasks to inspect")
 	taskListCmd.Flags().Int("page", 1, "page number")
 	taskListCmd.Flags().Int("size", 30, "page size")
+	taskListCmd.Flags().StringP("group", "g", "", "group to inspect (required for listing aggregating tasks)")
 	taskListCmd.MarkFlagRequired("queue")
 	taskListCmd.MarkFlagRequired("state")
 
@@ -83,20 +84,29 @@ var taskListCmd = &cobra.Command{
 The value for the state flag should be one of:
 - active
 - pending
+- aggregating
 - scheduled
 - retry
 - archived
+- completed
 
 List opeartion paginates the result set.
 By default, the command fetches the first 30 tasks.
 Use --page and --size flags to specify the page number and size.
 
+
 Example: 
 To list pending tasks from "default" queue, run
   asynq task ls --queue=default --state=pending
 
 To list the tasks from the second page, run
-  asynq task ls --queue=default --state=pending --page=1`,
+  asynq task ls --queue=default --state=pending --page=1
+
+For aggregating tasks, additional --group flag is required.
+
+Example:
+  asynq task ls --queue=default --state=aggregating --group=mygroup
+`,
 	Run: taskList,
 }
 
@@ -189,6 +199,19 @@ func taskList(cmd *cobra.Command, args []string) {
 		listRetryTasks(qname, pageNum, pageSize)
 	case "archived":
 		listArchivedTasks(qname, pageNum, pageSize)
+	case "completed":
+		listCompletedTasks(qname, pageNum, pageSize)
+	case "aggregating":
+		group, err := cmd.Flags().GetString("group")
+		if err != nil {
+			fmt.Println(err)
+			os.Exit(1)
+		}
+		if group == "" {
+			fmt.Println("Flag --group is required for listing aggregating tasks")
+			os.Exit(1)
+		}
+		listAggregatingTasks(qname, group, pageNum, pageSize)
 	default:
 		fmt.Printf("error: state=%q is not supported\n", state)
 		os.Exit(1)
@@ -210,7 +233,7 @@ func listActiveTasks(qname string, pageNum, pageSize int) {
 		[]string{"ID", "Type", "Payload"},
 		func(w io.Writer, tmpl string) {
 			for _, t := range tasks {
-				fmt.Fprintf(w, tmpl, t.ID, t.Type, formatPayload(t.Payload))
+				fmt.Fprintf(w, tmpl, t.ID, t.Type, sprintBytes(t.Payload))
 			}
 		},
 	)
@@ -231,7 +254,7 @@ func listPendingTasks(qname string, pageNum, pageSize int) {
 		[]string{"ID", "Type", "Payload"},
 		func(w io.Writer, tmpl string) {
 			for _, t := range tasks {
-				fmt.Fprintf(w, tmpl, t.ID, t.Type, formatPayload(t.Payload))
+				fmt.Fprintf(w, tmpl, t.ID, t.Type, sprintBytes(t.Payload))
 			}
 		},
 	)
@@ -252,7 +275,7 @@ func listScheduledTasks(qname string, pageNum, pageSize int) {
 		[]string{"ID", "Type", "Payload", "Process In"},
 		func(w io.Writer, tmpl string) {
 			for _, t := range tasks {
-				fmt.Fprintf(w, tmpl, t.ID, t.Type, formatPayload(t.Payload), formatProcessAt(t.NextProcessAt))
+				fmt.Fprintf(w, tmpl, t.ID, t.Type, sprintBytes(t.Payload), formatProcessAt(t.NextProcessAt))
 			}
 		},
 	)
@@ -284,8 +307,8 @@ func listRetryTasks(qname string, pageNum, pageSize int) {
 		[]string{"ID", "Type", "Payload", "Next Retry", "Last Error", "Last Failed", "Retried", "Max Retry"},
 		func(w io.Writer, tmpl string) {
 			for _, t := range tasks {
-				fmt.Fprintf(w, tmpl, t.ID, t.Type, formatPayload(t.Payload), formatProcessAt(t.NextProcessAt),
+				fmt.Fprintf(w, tmpl, t.ID, t.Type, sprintBytes(t.Payload), formatProcessAt(t.NextProcessAt),
-					t.LastErr, formatLastFailedAt(t.LastFailedAt), t.Retried, t.MaxRetry)
+					t.LastErr, formatPastTime(t.LastFailedAt), t.Retried, t.MaxRetry)
 			}
 		},
 	)
@@ -306,11 +329,52 @@ func listArchivedTasks(qname string, pageNum, pageSize int) {
 		[]string{"ID", "Type", "Payload", "Last Failed", "Last Error"},
 		func(w io.Writer, tmpl string) {
 			for _, t := range tasks {
-				fmt.Fprintf(w, tmpl, t.ID, t.Type, formatPayload(t.Payload), formatLastFailedAt(t.LastFailedAt), t.LastErr)
+				fmt.Fprintf(w, tmpl, t.ID, t.Type, sprintBytes(t.Payload), formatPastTime(t.LastFailedAt), t.LastErr)
 			}
 		})
 }
 
+func listCompletedTasks(qname string, pageNum, pageSize int) {
+	i := createInspector()
+	tasks, err := i.ListCompletedTasks(qname, asynq.PageSize(pageSize), asynq.Page(pageNum))
+	if err != nil {
+		fmt.Println(err)
+		os.Exit(1)
+	}
+	if len(tasks) == 0 {
+		fmt.Printf("No completed tasks in %q queue\n", qname)
+		return
+	}
+	printTable(
+		[]string{"ID", "Type", "Payload", "CompletedAt", "Result"},
+		func(w io.Writer, tmpl string) {
+			for _, t := range tasks {
+				fmt.Fprintf(w, tmpl, t.ID, t.Type, sprintBytes(t.Payload), formatPastTime(t.CompletedAt), sprintBytes(t.Result))
+			}
+		})
+}
+
+func listAggregatingTasks(qname, group string, pageNum, pageSize int) {
+	i := createInspector()
+	tasks, err := i.ListAggregatingTasks(qname, group, asynq.PageSize(pageSize), asynq.Page(pageNum))
+	if err != nil {
+		fmt.Println(err)
+		os.Exit(1)
+	}
+	if len(tasks) == 0 {
+		fmt.Printf("No aggregating tasks in group %q \n", group)
+		return
+	}
+	printTable(
+		[]string{"ID", "Type", "Payload", "Group"},
+		func(w io.Writer, tmpl string) {
+			for _, t := range tasks {
+				fmt.Fprintf(w, tmpl, t.ID, t.Type, sprintBytes(t.Payload), t.Group)
+			}
+		},
+	)
+}
+
 func taskCancel(cmd *cobra.Command, args []string) {
 	i := createInspector()
 	for _, id := range args {
@@ -356,7 +420,7 @@ func printTaskInfo(info *asynq.TaskInfo) {
 	if len(info.LastErr) != 0 {
 		fmt.Println()
 		bold.Println("Last Failure")
-		fmt.Printf("Failed at:     %s\n", formatLastFailedAt(info.LastFailedAt))
+		fmt.Printf("Failed at:     %s\n", formatPastTime(info.LastFailedAt))
 		fmt.Printf("Error message: %s\n", info.LastErr)
 	}
 }
@@ -371,11 +435,12 @@ func formatNextProcessAt(processAt time.Time) string {
 	return fmt.Sprintf("%s (in %v)", processAt.Format(time.UnixDate), processAt.Sub(time.Now()).Round(time.Second))
 }
 
-func formatLastFailedAt(lastFailedAt time.Time) string {
+// formatPastTime takes t which is time in the past and returns a user-friendly string.
-	if lastFailedAt.IsZero() || lastFailedAt.Unix() == 0 {
+func formatPastTime(t time.Time) string {
+	if t.IsZero() || t.Unix() == 0 {
 		return ""
 	}
-	return lastFailedAt.Format(time.UnixDate)
+	return t.Format(time.UnixDate)
 }
 
 func taskArchive(cmd *cobra.Command, args []string) {
@@ -496,6 +561,8 @@ func taskDeleteAll(cmd *cobra.Command, args []string) {
 		n, err = i.DeleteAllRetryTasks(qname)
 	case "archived":
 		n, err = i.DeleteAllArchivedTasks(qname)
+	case "completed":
+		n, err = i.DeleteAllCompletedTasks(qname)
 	default:
 		fmt.Printf("error: unsupported state %q\n", state)
 		os.Exit(1)

tools/go.mod

@@ -3,21 +3,15 @@ module github.com/hibiken/asynq/tools
 go 1.13
 
 require (
-	github.com/armon/consul-api v0.0.0-20180202201655-eb2c6b5be1b6 // indirect
-	github.com/coreos/go-etcd v2.0.0+incompatible // indirect
-	github.com/cpuguy83/go-md2man v1.0.10 // indirect
 	github.com/fatih/color v1.9.0
-	github.com/go-redis/redis/v7 v7.4.0
+	github.com/go-redis/redis/v8 v8.11.4
-	github.com/golang/protobuf v1.4.1 // indirect
+	github.com/hibiken/asynq v0.21.0
-	github.com/google/uuid v1.2.0
+	github.com/hibiken/asynq/x v0.0.0-20220131170841-349f4c50fb1d
-	github.com/hibiken/asynq v0.17.1
 	github.com/mitchellh/go-homedir v1.1.0
-	github.com/spf13/cast v1.3.1
+	github.com/prometheus/client_golang v1.11.0
+	github.com/spf13/afero v1.1.2 // indirect
 	github.com/spf13/cobra v1.1.1
 	github.com/spf13/viper v1.7.0
-	github.com/ugorji/go v1.1.4 // indirect
-	github.com/ugorji/go/codec v0.0.0-20181204163529-d75b2dcb6bc8 // indirect
-	github.com/xordataexchange/crypt v0.0.3-0.20170626215501-b2862e3d0a77 // indirect
 )
 
-replace github.com/hibiken/asynq => ./..
+replace github.com/hibiken/asynq => ../

tools/go.sum

@@ -16,50 +16,60 @@ github.com/BurntSushi/toml v0.3.1/go.mod h1:xHWCNGjB5oqiDr8zfno3MHue2Ht5sIBksp03
 github.com/BurntSushi/xgb v0.0.0-20160522181843-27f122750802/go.mod h1:IVnqGOEym/WlBOVXweHU+Q+/VP0lqqI8lqeDx9IjBqo=
 github.com/OneOfOne/xxhash v1.2.2/go.mod h1:HSdplMjZKSmBqAxg5vPj2TmRDmfkzw+cTzAElWljhcU=
 github.com/alecthomas/template v0.0.0-20160405071501-a0175ee3bccc/go.mod h1:LOuyumcjzFXgccqObfd/Ljyb9UuFJ6TxHnclSeseNhc=
+github.com/alecthomas/template v0.0.0-20190718012654-fb15b899a751/go.mod h1:LOuyumcjzFXgccqObfd/Ljyb9UuFJ6TxHnclSeseNhc=
 github.com/alecthomas/units v0.0.0-20151022065526-2efee857e7cf/go.mod h1:ybxpYRFXyAe+OPACYpWeL0wqObRcbAqCMya13uyzqw0=
+github.com/alecthomas/units v0.0.0-20190717042225-c3de453c63f4/go.mod h1:ybxpYRFXyAe+OPACYpWeL0wqObRcbAqCMya13uyzqw0=
+github.com/alecthomas/units v0.0.0-20190924025748-f65c72e2690d/go.mod h1:rBZYJk541a8SKzHPHnH3zbiI+7dagKZ0cgpgrD7Fyho=
 github.com/armon/circbuf v0.0.0-20150827004946-bbbad097214e/go.mod h1:3U/XgcO3hCbHZ8TKRvWD2dDTCfh9M9ya+I9JpbB7O8o=
-github.com/armon/consul-api v0.0.0-20180202201655-eb2c6b5be1b6/go.mod h1:grANhF5doyWs3UAsr3K4I6qtAmlQcZDesFNEHPZAzj8=
 github.com/armon/go-metrics v0.0.0-20180917152333-f0300d1749da/go.mod h1:Q73ZrmVTwzkszR9V5SSuryQ31EELlFMUz1kKyl939pY=
 github.com/armon/go-radix v0.0.0-20180808171621-7fddfc383310/go.mod h1:ufUuZ+zHj4x4TnLV4JWEpy2hxWSpsRywHrMgIH9cCH8=
 github.com/beorn7/perks v0.0.0-20180321164747-3a771d992973/go.mod h1:Dwedo/Wpr24TaqPxmxbtue+5NUziq4I4S80YR8gNf3Q=
 github.com/beorn7/perks v1.0.0/go.mod h1:KWe93zE9D1o94FZ5RNwFwVgaQK1VOXiVxmqh+CedLV8=
+github.com/beorn7/perks v1.0.1 h1:VlbKKnNfV8bJzeqoa4cOKqO6bYr3WgKZxO8Z16+hsOM=
+github.com/beorn7/perks v1.0.1/go.mod h1:G2ZrVWU2WbWT9wwq4/hrbKbnv/1ERSJQ0ibhJ6rlkpw=
 github.com/bgentry/speakeasy v0.1.0/go.mod h1:+zsyZBPWlz7T6j88CTgSN5bM796AkVf0kBD4zp0CCIs=
 github.com/bketelsen/crypt v0.0.3-0.20200106085610-5cbc8cc4026c/go.mod h1:MKsuJmJgSg28kpZDP6UIiPt0e0Oz0kqKNGyRaWEPv84=
 github.com/census-instrumentation/opencensus-proto v0.2.1/go.mod h1:f6KPmirojxKA12rnyqOA5BBL4O983OfeGPqjHWSTneU=
+github.com/cespare/xxhash v1.1.0 h1:a6HrQnmkObjyL+Gs60czilIUGqrzKutQD6XZog3p+ko=
 github.com/cespare/xxhash v1.1.0/go.mod h1:XrSqR1VqqWfGrhpAt58auRo0WTKS1nRRg3ghfAqPWnc=
+github.com/cespare/xxhash/v2 v2.1.1/go.mod h1:VGX0DQ3Q6kWi7AoAeZDth3/j3BFtOZR5XLFGgcrjCOs=
+github.com/cespare/xxhash/v2 v2.1.2 h1:YRXhKfTDauu4ajMg1TPgFO5jnlC2HCbmLXMcTG5cbYE=
+github.com/cespare/xxhash/v2 v2.1.2/go.mod h1:VGX0DQ3Q6kWi7AoAeZDth3/j3BFtOZR5XLFGgcrjCOs=
 github.com/client9/misspell v0.3.4/go.mod h1:qj6jICC3Q7zFZvVWo7KLAzC3yx5G7kyvSDkc90ppPyw=
 github.com/coreos/bbolt v1.3.2/go.mod h1:iRUV2dpdMOn7Bo10OQBFzIJO9kkE559Wcmn+qkEiiKk=
-github.com/coreos/etcd v3.3.10+incompatible/go.mod h1:uF7uidLiAD3TWHmW31ZFd/JWoc32PjwdhPthX9715RE=
 github.com/coreos/etcd v3.3.13+incompatible/go.mod h1:uF7uidLiAD3TWHmW31ZFd/JWoc32PjwdhPthX9715RE=
-github.com/coreos/go-etcd v2.0.0+incompatible/go.mod h1:Jez6KQU2B/sWsbdaef3ED8NzMklzPG4d5KIOhIy30Tk=
-github.com/coreos/go-semver v0.2.0/go.mod h1:nnelYz7RCh+5ahJtPPxZlU+153eP4D4r3EedlOD2RNk=
 github.com/coreos/go-semver v0.3.0/go.mod h1:nnelYz7RCh+5ahJtPPxZlU+153eP4D4r3EedlOD2RNk=
 github.com/coreos/go-systemd v0.0.0-20190321100706-95778dfbb74e/go.mod h1:F5haX7vjVVG0kc13fIWeqUViNPyEJxv/OmvnBo0Yme4=
 github.com/coreos/pkg v0.0.0-20180928190104-399ea9e2e55f/go.mod h1:E3G3o1h8I7cfcXa63jLwjI0eiQQMgzzUDFVpN/nH/eA=
-github.com/cpuguy83/go-md2man v1.0.10/go.mod h1:SmD6nW6nTyfqj6ABTjUi3V3JVMnlJmwcJI5acqYI6dE=
 github.com/cpuguy83/go-md2man/v2 v2.0.0/go.mod h1:maD7wRr/U5Z6m/iR4s+kqSMx2CaBsrgA7czyZG/E6dU=
 github.com/davecgh/go-spew v1.1.0/go.mod h1:J7Y8YcW2NihsgmVo/mv3lAwl/skON4iLHjSsI+c5H38=
 github.com/davecgh/go-spew v1.1.1 h1:vj9j/u1bqnvCEfJOwUhtlOARqs3+rkHYY13jYWTU97c=
 github.com/davecgh/go-spew v1.1.1/go.mod h1:J7Y8YcW2NihsgmVo/mv3lAwl/skON4iLHjSsI+c5H38=
 github.com/dgrijalva/jwt-go v3.2.0+incompatible/go.mod h1:E3ru+11k8xSBh+hMPgOLZmtrrCbhqsmaPHjLKYnJCaQ=
+github.com/dgryski/go-rendezvous v0.0.0-20200823014737-9f7001d12a5f h1:lO4WD4F/rVNCu3HqELle0jiPLLBs70cWOduZpkS1E78=
+github.com/dgryski/go-rendezvous v0.0.0-20200823014737-9f7001d12a5f/go.mod h1:cuUVRXasLTGF7a8hSLbxyZXjz+1KgoB3wDUb6vlszIc=
 github.com/dgryski/go-sip13 v0.0.0-20181026042036-e10d5fee7954/go.mod h1:vAd38F8PWV+bWy6jNmig1y/TA+kYO4g3RSRF0IAv0no=
 github.com/envoyproxy/go-control-plane v0.9.1-0.20191026205805-5f8ba28d4473/go.mod h1:YTl/9mNaCwkRvm6d1a2C3ymFceY/DCBVvsKhRF0iEA4=
 github.com/envoyproxy/protoc-gen-validate v0.1.0/go.mod h1:iSmxcyjqTsJpI2R4NaDN7+kN2VEUnK/pcBlmesArF7c=
 github.com/fatih/color v1.7.0/go.mod h1:Zm6kSWBoL9eyXnKyktHP6abPY2pDugNf5KwzbycvMj4=
 github.com/fatih/color v1.9.0 h1:8xPHl4/q1VyqGIPif1F+1V3Y3lSmrq01EabUW3CoW5s=
 github.com/fatih/color v1.9.0/go.mod h1:eQcE1qtQxscV5RaZvpXrrb8Drkc3/DdQ+uUYCNjL+zU=
-github.com/fsnotify/fsnotify v1.4.7 h1:IXs+QLmnXW2CcXuY+8Mzv/fWEsPGWxqefPtCP5CnV9I=
 github.com/fsnotify/fsnotify v1.4.7/go.mod h1:jwhsz4b93w/PPRr/qN1Yymfu8t87LnFCMoQvtojpjFo=
+github.com/fsnotify/fsnotify v1.4.9 h1:hsms1Qyu0jgnwNXIxa+/V/PDsU6CfLf6CNO8H7IWoS4=
+github.com/fsnotify/fsnotify v1.4.9/go.mod h1:znqG4EE+3YCdAaPaxE2ZRY/06pZUdp0tY4IgpuI1SZQ=
 github.com/ghodss/yaml v1.0.0/go.mod h1:4dBDuWmgqj2HViK6kFavaiC9ZROes6MMH2rRYeMEF04=
 github.com/go-gl/glfw v0.0.0-20190409004039-e6da0acd62b1/go.mod h1:vR7hzQXu2zJy9AVAgeJqvqgH9Q5CA+iKCZ2gyEVpxRU=
 github.com/go-kit/kit v0.8.0/go.mod h1:xBxKIO96dXMWWy0MnWVtmwkA9/13aqxPnvrjFYMA2as=
+github.com/go-kit/kit v0.9.0/go.mod h1:xBxKIO96dXMWWy0MnWVtmwkA9/13aqxPnvrjFYMA2as=
+github.com/go-kit/log v0.1.0/go.mod h1:zbhenjAZHb184qTLMA9ZjW7ThYL0H2mk7Q6pNt4vbaY=
 github.com/go-logfmt/logfmt v0.3.0/go.mod h1:Qt1PoO58o5twSAckw1HlFXLmHsOX5/0LbT9GBnD5lWE=
 github.com/go-logfmt/logfmt v0.4.0/go.mod h1:3RMwSq7FuexP4Kalkev3ejPJsZTpXXBr9+V4qmtdjCk=
-github.com/go-redis/redis/v7 v7.2.0 h1:CrCexy/jYWZjW0AyVoHlcJUeZN19VWlbepTh1Vq6dJs=
+github.com/go-logfmt/logfmt v0.5.0/go.mod h1:wCYkCAKZfumFQihp8CzCvQ3paCTfi41vtzG1KdI/P7A=
-github.com/go-redis/redis/v7 v7.2.0/go.mod h1:JDNMw23GTyLNC4GZu9njt15ctBQVn7xjRfnwdHj/Dcg=
+github.com/go-redis/redis/v8 v8.11.2/go.mod h1:DLomh7y2e3ggQXQLd1YgmvIfecPJoFl7WU5SOQ/r06M=
-github.com/go-redis/redis/v7 v7.4.0 h1:7obg6wUoj05T0EpY0o8B59S9w5yeMWql7sw2kwNW1x4=
+github.com/go-redis/redis/v8 v8.11.4 h1:kHoYkfZP6+pe04aFTnhDH6GDROa5yJdHJVNxV3F46Tg=
-github.com/go-redis/redis/v7 v7.4.0/go.mod h1:JDNMw23GTyLNC4GZu9njt15ctBQVn7xjRfnwdHj/Dcg=
+github.com/go-redis/redis/v8 v8.11.4/go.mod h1:2Z2wHZXdQpCDXEGzqMockDpNyYvi2l4Pxt6RJr792+w=
 github.com/go-stack/stack v1.8.0/go.mod h1:v0f6uXyyMGvRgIKkXu+yp6POWl0qKG85gN/melR3HDY=
+github.com/go-task/slim-sprig v0.0.0-20210107165309-348f09dbbbc0/go.mod h1:fyg7847qk6SyHyPtNmDHnmrv/HOrqktSC+C9fM+CJOE=
 github.com/gogo/protobuf v1.1.1/go.mod h1:r8qH/GZQm5c6nD/R0oafs1akxWv10x8SbQlK7atdtwQ=
 github.com/gogo/protobuf v1.2.1/go.mod h1:hp+jE20tsWTFYpLwKvXlhS1hjn+gTNwPg2I6zVXpSg4=
 github.com/golang/glog v0.0.0-20160126235308-23def4e6c14b/go.mod h1:SBH7ygxi8pfUlaOkMMuAQtPIUF8ecWP5IEl/CR7VP2Q=
@@ -69,36 +79,41 @@ github.com/golang/mock v1.2.0/go.mod h1:oTYuIxOrZwtPieC+H1uAHpcLFnEyAGVDL/k47Jfb
 github.com/golang/mock v1.3.1/go.mod h1:sBzyDLLjw3U8JLTeZvSv8jJB+tU5PVekmnlKIyFUx0Y=
 github.com/golang/protobuf v1.2.0/go.mod h1:6lQm79b+lXiMfvg/cZm0SGofjICqVBUtrP5yJMmIC1U=
 github.com/golang/protobuf v1.3.1/go.mod h1:6lQm79b+lXiMfvg/cZm0SGofjICqVBUtrP5yJMmIC1U=
-github.com/golang/protobuf v1.3.2 h1:6nsPYzhq5kReh6QImI3k5qWzO4PEbvbIW2cwSfR/6xs=
 github.com/golang/protobuf v1.3.2/go.mod h1:6lQm79b+lXiMfvg/cZm0SGofjICqVBUtrP5yJMmIC1U=
 github.com/golang/protobuf v1.4.0-rc.1/go.mod h1:ceaxUfeHdC40wWswd/P6IGgMaK3YpKi5j83Wpe3EHw8=
 github.com/golang/protobuf v1.4.0-rc.1.0.20200221234624-67d41d38c208/go.mod h1:xKAWHe0F5eneWXFV3EuXVDTCmh+JuBKY0li0aMyXATA=
 github.com/golang/protobuf v1.4.0-rc.2/go.mod h1:LlEzMj4AhA7rCAGe4KMBDvJI+AwstrUpVNzEA03Pprs=
 github.com/golang/protobuf v1.4.0-rc.4.0.20200313231945-b860323f09d0/go.mod h1:WU3c8KckQ9AFe+yFwt9sWVRKCVIyN9cPHBJSNnbL67w=
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@@ -213,49 +264,43 @@ github.com/spf13/afero v1.1.2/go.mod h1:j4pytiNVoe2o6bmDsKpLACNPDBIoEAkihy7loJ1B
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@@ -274,6 +319,7 @@ golang.org/x/mobile v0.0.0-20190312151609-d3739f865fa6/go.mod h1:z+o9i4GpDbdi3rU
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@@ -287,11 +333,15 @@ golang.org/x/net v0.0.0-20190311183353-d8887717615a/go.mod h1:t9HGtf8HONx5eT2rtn
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@@ -300,6 +350,9 @@ golang.org/x/sync v0.0.0-20181108010431-42b317875d0f/go.mod h1:RxMgew5VJxzue5/jJ
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@@ -307,23 +360,37 @@ golang.org/x/sys v0.0.0-20180909124046-d0be0721c37e/go.mod h1:STP8DvDyc/dI5b8T5h
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 golang.org/x/sys v0.0.0-20190215142949-d0b11bdaac8a/go.mod h1:STP8DvDyc/dI5b8T5hshtkjS+E42TnysNCUPdjciGhY=
 golang.org/x/sys v0.0.0-20190222072716-a9d3bda3a223/go.mod h1:STP8DvDyc/dI5b8T5hshtkjS+E42TnysNCUPdjciGhY=
 golang.org/x/sys v0.0.0-20190312061237-fead79001313/go.mod h1:h1NjWce9XRLGQEsW7wpKNCjG9DtNlClVuFLEZdDNbEs=
 golang.org/x/sys v0.0.0-20190412213103-97732733099d/go.mod h1:h1NjWce9XRLGQEsW7wpKNCjG9DtNlClVuFLEZdDNbEs=
+golang.org/x/sys v0.0.0-20190422165155-953cdadca894/go.mod h1:h1NjWce9XRLGQEsW7wpKNCjG9DtNlClVuFLEZdDNbEs=
 golang.org/x/sys v0.0.0-20190502145724-3ef323f4f1fd/go.mod h1:h1NjWce9XRLGQEsW7wpKNCjG9DtNlClVuFLEZdDNbEs=
 golang.org/x/sys v0.0.0-20190507160741-ecd444e8653b/go.mod h1:h1NjWce9XRLGQEsW7wpKNCjG9DtNlClVuFLEZdDNbEs=
 golang.org/x/sys v0.0.0-20190606165138-5da285871e9c/go.mod h1:h1NjWce9XRLGQEsW7wpKNCjG9DtNlClVuFLEZdDNbEs=
 golang.org/x/sys v0.0.0-20190624142023-c5567b49c5d0/go.mod h1:h1NjWce9XRLGQEsW7wpKNCjG9DtNlClVuFLEZdDNbEs=
-golang.org/x/sys v0.0.0-20191010194322-b09406accb47/go.mod h1:h1NjWce9XRLGQEsW7wpKNCjG9DtNlClVuFLEZdDNbEs=
+golang.org/x/sys v0.0.0-20190904154756-749cb33beabd/go.mod h1:h1NjWce9XRLGQEsW7wpKNCjG9DtNlClVuFLEZdDNbEs=
+golang.org/x/sys v0.0.0-20191005200804-aed5e4c7ecf9/go.mod h1:h1NjWce9XRLGQEsW7wpKNCjG9DtNlClVuFLEZdDNbEs=
 golang.org/x/sys v0.0.0-20191026070338-33540a1f6037/go.mod h1:h1NjWce9XRLGQEsW7wpKNCjG9DtNlClVuFLEZdDNbEs=
-golang.org/x/sys v0.0.0-20191204072324-ce4227a45e2e h1:9vRrk9YW2BTzLP0VCB9ZDjU4cPqkg+IDWL7XgxA1yxQ=
+golang.org/x/sys v0.0.0-20191120155948-bd437916bb0e/go.mod h1:h1NjWce9XRLGQEsW7wpKNCjG9DtNlClVuFLEZdDNbEs=
-golang.org/x/sys v0.0.0-20191204072324-ce4227a45e2e/go.mod h1:h1NjWce9XRLGQEsW7wpKNCjG9DtNlClVuFLEZdDNbEs=
+golang.org/x/sys v0.0.0-20200106162015-b016eb3dc98e/go.mod h1:h1NjWce9XRLGQEsW7wpKNCjG9DtNlClVuFLEZdDNbEs=
+golang.org/x/sys v0.0.0-20200323222414-85ca7c5b95cd/go.mod h1:h1NjWce9XRLGQEsW7wpKNCjG9DtNlClVuFLEZdDNbEs=
+golang.org/x/sys v0.0.0-20200615200032-f1bc736245b1/go.mod h1:h1NjWce9XRLGQEsW7wpKNCjG9DtNlClVuFLEZdDNbEs=
+golang.org/x/sys v0.0.0-20200625212154-ddb9806d33ae/go.mod h1:h1NjWce9XRLGQEsW7wpKNCjG9DtNlClVuFLEZdDNbEs=
+golang.org/x/sys v0.0.0-20200930185726-fdedc70b468f/go.mod h1:h1NjWce9XRLGQEsW7wpKNCjG9DtNlClVuFLEZdDNbEs=
+golang.org/x/sys v0.0.0-20201119102817-f84b799fce68/go.mod h1:h1NjWce9XRLGQEsW7wpKNCjG9DtNlClVuFLEZdDNbEs=
+golang.org/x/sys v0.0.0-20210112080510-489259a85091/go.mod h1:h1NjWce9XRLGQEsW7wpKNCjG9DtNlClVuFLEZdDNbEs=
+golang.org/x/sys v0.0.0-20210124154548-22da62e12c0c/go.mod h1:h1NjWce9XRLGQEsW7wpKNCjG9DtNlClVuFLEZdDNbEs=
+golang.org/x/sys v0.0.0-20210423082822-04245dca01da/go.mod h1:h1NjWce9XRLGQEsW7wpKNCjG9DtNlClVuFLEZdDNbEs=
+golang.org/x/sys v0.0.0-20210603081109-ebe580a85c40 h1:JWgyZ1qgdTaF3N3oxC+MdTV7qvEEgHo3otj+HB5CM7Q=
+golang.org/x/sys v0.0.0-20210603081109-ebe580a85c40/go.mod h1:oPkhp1MJrh7nUepCBck5+mAzfO9JrbApNNgaTdGDITg=
+golang.org/x/term v0.0.0-20201126162022-7de9c90e9dd1/go.mod h1:bj7SfCRtBDWHUb9snDiAeCFNEtKQo2Wmx5Cou7ajbmo=
 golang.org/x/text v0.3.0/go.mod h1:NqM8EUOU14njkJ3fqMW+pc6Ldnwhi/IjpwHt7yyuwOQ=
 golang.org/x/text v0.3.1-0.20180807135948-17ff2d5776d2/go.mod h1:NqM8EUOU14njkJ3fqMW+pc6Ldnwhi/IjpwHt7yyuwOQ=
-golang.org/x/text v0.3.2 h1:tW2bmiBqwgJj/UpqtC8EpXEZVYOwU0yG4iWbprSVAcs=
 golang.org/x/text v0.3.2/go.mod h1:bEr9sfX3Q8Zfm5fL9x+3itogRgK3+ptLWKqgva+5dAk=
+golang.org/x/text v0.3.3/go.mod h1:5Zoc/QRtKVWzQhOtBMvqHzDpF6irO9z98xDceosuGiQ=
+golang.org/x/text v0.3.6 h1:aRYxNxv6iGQlyVaZmk6ZgYEDa+Jg18DxebPSrd6bg1M=
+golang.org/x/text v0.3.6/go.mod h1:5Zoc/QRtKVWzQhOtBMvqHzDpF6irO9z98xDceosuGiQ=
 golang.org/x/time v0.0.0-20181108054448-85acf8d2951c/go.mod h1:tRJNPiyCQ0inRvYxbN9jk5I+vvW/OXSQhTDSoE431IQ=
 golang.org/x/time v0.0.0-20190308202827-9d24e82272b4 h1:SvFZT6jyqRaOeXpc5h/JSfZenJ2O330aBsf7JfSUXmQ=
 golang.org/x/time v0.0.0-20190308202827-9d24e82272b4/go.mod h1:tRJNPiyCQ0inRvYxbN9jk5I+vvW/OXSQhTDSoE431IQ=
@@ -345,9 +412,13 @@ golang.org/x/tools v0.0.0-20190816200558-6889da9d5479/go.mod h1:b+2E5dAYhXwXZwtn
 golang.org/x/tools v0.0.0-20190911174233-4f2ddba30aff/go.mod h1:b+2E5dAYhXwXZwtnZ6UAqBI28+e2cm9otk0dWdXHAEo=
 golang.org/x/tools v0.0.0-20191012152004-8de300cfc20a/go.mod h1:b+2E5dAYhXwXZwtnZ6UAqBI28+e2cm9otk0dWdXHAEo=
 golang.org/x/tools v0.0.0-20191112195655-aa38f8e97acc/go.mod h1:b+2E5dAYhXwXZwtnZ6UAqBI28+e2cm9otk0dWdXHAEo=
+golang.org/x/tools v0.0.0-20191119224855-298f0cb1881e/go.mod h1:b+2E5dAYhXwXZwtnZ6UAqBI28+e2cm9otk0dWdXHAEo=
+golang.org/x/tools v0.0.0-20201224043029-2b0845dc783e/go.mod h1:emZCQorbCU4vsT4fOWvOPXz4eW1wZW4PmDk9uLelYpA=
 golang.org/x/xerrors v0.0.0-20190717185122-a985d3407aa7/go.mod h1:I/5z698sn9Ka8TeJc9MKroUUfqBBauWjQqLJ2OPfmY0=
-golang.org/x/xerrors v0.0.0-20191204190536-9bdfabe68543 h1:E7g+9GITq07hpfrRu66IVDexMakfv52eLZ2CXBWiKr4=
+golang.org/x/xerrors v0.0.0-20191011141410-1b5146add898/go.mod h1:I/5z698sn9Ka8TeJc9MKroUUfqBBauWjQqLJ2OPfmY0=
 golang.org/x/xerrors v0.0.0-20191204190536-9bdfabe68543/go.mod h1:I/5z698sn9Ka8TeJc9MKroUUfqBBauWjQqLJ2OPfmY0=
+golang.org/x/xerrors v0.0.0-20200804184101-5ec99f83aff1 h1:go1bK/D/BFZV2I8cIQd1NKEZ+0owSTG1fDTci4IqFcE=
+golang.org/x/xerrors v0.0.0-20200804184101-5ec99f83aff1/go.mod h1:I/5z698sn9Ka8TeJc9MKroUUfqBBauWjQqLJ2OPfmY0=
 google.golang.org/api v0.4.0/go.mod h1:8k5glujaEP+g9n7WNsDg8QP6cUVNI86fCNMcbazEtwE=
 google.golang.org/api v0.7.0/go.mod h1:WtwebWUNSVBH/HAw79HIFXZNqEvBhG+Ra+ax0hx3E3M=
 google.golang.org/api v0.8.0/go.mod h1:o4eAsZoiT+ibD93RtjEohWalFOjRDx6CVaqeizhEnKg=
@@ -369,7 +440,6 @@ google.golang.org/genproto v0.0.0-20191108220845-16a3f7862a1a/go.mod h1:n3cpQtvx
 google.golang.org/genproto v0.0.0-20200526211855-cb27e3aa2013/go.mod h1:NbSheEEYHJ7i3ixzK3sjbqSGDJWnxyFXZblF3eUsNvo=
 google.golang.org/grpc v1.19.0/go.mod h1:mqu4LbDTu4XGKhr4mRzUsmM4RtVoemTSY81AxZiDr8c=
 google.golang.org/grpc v1.20.1/go.mod h1:10oTOabMzJvdu6/UiuZezV6QK5dSlG84ov/aaiqXj38=
-google.golang.org/grpc v1.21.0/go.mod h1:oYelfM1adQP15Ek0mdvEgi9Df8B9CZIaU1084ijfRaM=
 google.golang.org/grpc v1.21.1/go.mod h1:oYelfM1adQP15Ek0mdvEgi9Df8B9CZIaU1084ijfRaM=
 google.golang.org/grpc v1.23.0/go.mod h1:Y5yQAOtifL1yxbo5wqy6BxZv8vAUGQwXBOALyacEbxg=
 google.golang.org/grpc v1.27.0/go.mod h1:qbnxyOmOxrQa7FizSgH+ReBfzJrCY1pSN7KXBS8abTk=
@@ -379,16 +449,18 @@ google.golang.org/protobuf v0.0.0-20200228230310-ab0ca4ff8a60/go.mod h1:cfTl7dwQ
 google.golang.org/protobuf v1.20.1-0.20200309200217-e05f789c0967/go.mod h1:A+miEFZTKqfCUM6K7xSMQL9OKL/b6hQv+e19PK+JZNE=
 google.golang.org/protobuf v1.21.0/go.mod h1:47Nbq4nVaFHyn7ilMalzfO3qCViNmqZ2kzikPIcrTAo=
 google.golang.org/protobuf v1.22.0/go.mod h1:EGpADcykh3NcUnDUJcl1+ZksZNG86OlYog2l/sGQquU=
+google.golang.org/protobuf v1.23.0/go.mod h1:EGpADcykh3NcUnDUJcl1+ZksZNG86OlYog2l/sGQquU=
 google.golang.org/protobuf v1.23.1-0.20200526195155-81db48ad09cc/go.mod h1:EGpADcykh3NcUnDUJcl1+ZksZNG86OlYog2l/sGQquU=
-google.golang.org/protobuf v1.25.0 h1:Ejskq+SyPohKW+1uil0JJMtmHCgJPJ/qWTxr8qp+R4c=
 google.golang.org/protobuf v1.25.0/go.mod h1:9JNX74DMeImyA3h4bdi1ymwjUzf21/xIlbajtzgsN7c=
+google.golang.org/protobuf v1.26.0-rc.1/go.mod h1:jlhhOSvTdKEhbULTjvd4ARK9grFBp09yW+WbY/TyQbw=
+google.golang.org/protobuf v1.26.0 h1:bxAC2xTBsZGibn2RTntX0oH50xLsqy1OxA9tTL3p/lk=
+google.golang.org/protobuf v1.26.0/go.mod h1:9q0QmTI4eRPtz6boOQmLYwt+qCgq0jsYwAQnmE0givc=
 gopkg.in/alecthomas/kingpin.v2 v2.2.6/go.mod h1:FMv+mEhP44yOT+4EoQTLFTRgOQ1FBLkstjWtayDeSgw=
 gopkg.in/check.v1 v0.0.0-20161208181325-20d25e280405/go.mod h1:Co6ibVJAznAaIkqp8huTwlJQCZ016jof/cbN4VW5Yz0=
 gopkg.in/check.v1 v1.0.0-20180628173108-788fd7840127/go.mod h1:Co6ibVJAznAaIkqp8huTwlJQCZ016jof/cbN4VW5Yz0=
 gopkg.in/check.v1 v1.0.0-20190902080502-41f04d3bba15 h1:YR8cESwS4TdDjEe65xsg0ogRM/Nc3DYOhEAlW+xobZo=
 gopkg.in/check.v1 v1.0.0-20190902080502-41f04d3bba15/go.mod h1:Co6ibVJAznAaIkqp8huTwlJQCZ016jof/cbN4VW5Yz0=
 gopkg.in/errgo.v2 v2.1.0/go.mod h1:hNsd1EY+bozCKY1Ytp96fpM3vjJbqLJn88ws8XvfDNI=
-gopkg.in/fsnotify.v1 v1.4.7 h1:xOHLXZwVvI9hhs+cLKq5+I5onOuwQLhQwiu63xxlHs4=
 gopkg.in/fsnotify.v1 v1.4.7/go.mod h1:Tz8NjZHkW78fSQdbUxIjBTcgA1z1m8ZHf0WmKUhAMys=
 gopkg.in/ini.v1 v1.51.0 h1:AQvPpx3LzTDM0AjnIRlVFwFFGC+npRopjZxLJj6gdno=
 gopkg.in/ini.v1 v1.51.0/go.mod h1:pNLf8WUiyNEtQjuu5G5vTm06TEv9tsIgeAvK8hOrP4k=
@@ -399,10 +471,13 @@ gopkg.in/yaml.v2 v2.0.0-20170812160011-eb3733d160e7/go.mod h1:JAlM8MvJe8wmxCU4Bl
 gopkg.in/yaml.v2 v2.2.1/go.mod h1:hI93XBmqTisBFMUTm0b8Fm+jr3Dg1NNxqwp+5A1VGuI=
 gopkg.in/yaml.v2 v2.2.2/go.mod h1:hI93XBmqTisBFMUTm0b8Fm+jr3Dg1NNxqwp+5A1VGuI=
 gopkg.in/yaml.v2 v2.2.4/go.mod h1:hI93XBmqTisBFMUTm0b8Fm+jr3Dg1NNxqwp+5A1VGuI=
-gopkg.in/yaml.v2 v2.2.7 h1:VUgggvou5XRW9mHwD/yXxIYSMtY0zoKQf/v226p2nyo=
+gopkg.in/yaml.v2 v2.2.5/go.mod h1:hI93XBmqTisBFMUTm0b8Fm+jr3Dg1NNxqwp+5A1VGuI=
-gopkg.in/yaml.v2 v2.2.7/go.mod h1:hI93XBmqTisBFMUTm0b8Fm+jr3Dg1NNxqwp+5A1VGuI=
-gopkg.in/yaml.v2 v2.2.8 h1:obN1ZagJSUGI0Ek/LBmuj4SNLPfIny3KsKFopxRdj10=
 gopkg.in/yaml.v2 v2.2.8/go.mod h1:hI93XBmqTisBFMUTm0b8Fm+jr3Dg1NNxqwp+5A1VGuI=
+gopkg.in/yaml.v2 v2.3.0/go.mod h1:hI93XBmqTisBFMUTm0b8Fm+jr3Dg1NNxqwp+5A1VGuI=
+gopkg.in/yaml.v2 v2.4.0 h1:D8xgwECY7CYvx+Y2n4sBz93Jn9JRvxdiyyo8CTfuKaY=
+gopkg.in/yaml.v2 v2.4.0/go.mod h1:RDklbk79AGWmwhnvt/jBztapEOGDOx6ZbXqjP6csGnQ=
+gopkg.in/yaml.v3 v3.0.0-20200313102051-9f266ea9e77c h1:dUUwHk2QECo/6vqA44rthZ8ie2QXMNeKRTHCNY2nXvo=
+gopkg.in/yaml.v3 v3.0.0-20200313102051-9f266ea9e77c/go.mod h1:K4uyk7z7BCEPqu6E+C64Yfv1cQ7kz7rIZviUmN+EgEM=
 honnef.co/go/tools v0.0.0-20190102054323-c2f93a96b099/go.mod h1:rf3lG4BRIbNafJWhAfAdb/ePZxsR/4RtNHQocxwk9r4=
 honnef.co/go/tools v0.0.0-20190106161140-3f1c8253044a/go.mod h1:rf3lG4BRIbNafJWhAfAdb/ePZxsR/4RtNHQocxwk9r4=
 honnef.co/go/tools v0.0.0-20190418001031-e561f6794a2a/go.mod h1:rf3lG4BRIbNafJWhAfAdb/ePZxsR/4RtNHQocxwk9r4=

tools/metrics_exporter/main.go

@@ -0,0 +1,56 @@
+package main
+
+import (
+	"flag"
+	"fmt"
+	"log"
+	"net/http"
+
+	"github.com/hibiken/asynq"
+	"github.com/hibiken/asynq/x/metrics"
+	"github.com/prometheus/client_golang/prometheus"
+	"github.com/prometheus/client_golang/prometheus/collectors"
+	"github.com/prometheus/client_golang/prometheus/promhttp"
+)
+
+// Declare command-line flags.
+// These variables are binded to flags in init().
+var (
+	flagRedisAddr     string
+	flagRedisDB       int
+	flagRedisPassword string
+	flagRedisUsername string
+	flagPort          int
+)
+
+func init() {
+	flag.StringVar(&flagRedisAddr, "redis-addr", "127.0.0.1:6379", "host:port of redis server to connect to")
+	flag.IntVar(&flagRedisDB, "redis-db", 0, "redis DB number to use")
+	flag.StringVar(&flagRedisPassword, "redis-password", "", "password used to connect to redis server")
+	flag.StringVar(&flagRedisUsername, "redis-username", "", "username used to connect to redis server")
+	flag.IntVar(&flagPort, "port", 9876, "port to use for the HTTP server")
+}
+
+func main() {
+	flag.Parse()
+	// Using NewPedanticRegistry here to test the implementation of Collectors and Metrics.
+	reg := prometheus.NewPedanticRegistry()
+
+	inspector := asynq.NewInspector(asynq.RedisClientOpt{
+		Addr:     flagRedisAddr,
+		DB:       flagRedisDB,
+		Password: flagRedisPassword,
+		Username: flagRedisUsername,
+	})
+
+	reg.MustRegister(
+		metrics.NewQueueMetricsCollector(inspector),
+		// Add the standard process and go metrics to the registry
+		collectors.NewProcessCollector(collectors.ProcessCollectorOpts{}),
+		collectors.NewGoCollector(),
+	)
+
+	http.Handle("/metrics", promhttp.HandlerFor(reg, promhttp.HandlerOpts{}))
+	log.Printf("exporter server is listening on port: %d\n", flagPort)
+	log.Fatal(http.ListenAndServe(fmt.Sprintf(":%d", flagPort), nil))
+}

x/go.mod

@@ -0,0 +1,10 @@
+module github.com/hibiken/asynq/x
+
+go 1.16
+
+require (
+	github.com/go-redis/redis/v8 v8.11.4
+	github.com/google/uuid v1.3.0
+	github.com/hibiken/asynq v0.21.0
+	github.com/prometheus/client_golang v1.11.0
+)

x/go.sum

@@ -0,0 +1,258 @@
+cloud.google.com/go v0.26.0/go.mod h1:aQUYkXzVsufM+DwF1aE+0xfcU+56JwCaLick0ClmMTw=
+cloud.google.com/go v0.34.0/go.mod h1:aQUYkXzVsufM+DwF1aE+0xfcU+56JwCaLick0ClmMTw=
+github.com/BurntSushi/toml v0.3.1/go.mod h1:xHWCNGjB5oqiDr8zfno3MHue2Ht5sIBksp03qcyfWMU=
+github.com/alecthomas/template v0.0.0-20160405071501-a0175ee3bccc/go.mod h1:LOuyumcjzFXgccqObfd/Ljyb9UuFJ6TxHnclSeseNhc=
+github.com/alecthomas/template v0.0.0-20190718012654-fb15b899a751/go.mod h1:LOuyumcjzFXgccqObfd/Ljyb9UuFJ6TxHnclSeseNhc=
+github.com/alecthomas/units v0.0.0-20151022065526-2efee857e7cf/go.mod h1:ybxpYRFXyAe+OPACYpWeL0wqObRcbAqCMya13uyzqw0=
+github.com/alecthomas/units v0.0.0-20190717042225-c3de453c63f4/go.mod h1:ybxpYRFXyAe+OPACYpWeL0wqObRcbAqCMya13uyzqw0=
+github.com/alecthomas/units v0.0.0-20190924025748-f65c72e2690d/go.mod h1:rBZYJk541a8SKzHPHnH3zbiI+7dagKZ0cgpgrD7Fyho=
+github.com/beorn7/perks v0.0.0-20180321164747-3a771d992973/go.mod h1:Dwedo/Wpr24TaqPxmxbtue+5NUziq4I4S80YR8gNf3Q=
+github.com/beorn7/perks v1.0.0/go.mod h1:KWe93zE9D1o94FZ5RNwFwVgaQK1VOXiVxmqh+CedLV8=
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x/metrics/metrics.go

@@ -0,0 +1,190 @@
+// Package metrics provides implementations of prometheus.Collector to collect Asynq queue metrics.
+package metrics
+
+import (
+	"fmt"
+	"log"
+
+	"github.com/hibiken/asynq"
+	"github.com/prometheus/client_golang/prometheus"
+)
+
+// Namespace used in fully-qualified metrics names.
+const namespace = "asynq"
+
+// QueueMetricsCollector gathers queue metrics.
+// It implements prometheus.Collector interface.
+//
+// All metrics exported from this collector have prefix "asynq".
+type QueueMetricsCollector struct {
+	inspector *asynq.Inspector
+}
+
+// collectQueueInfo gathers QueueInfo of all queues.
+// Since this operation is expensive, it must be called once per collection.
+func (qmc *QueueMetricsCollector) collectQueueInfo() ([]*asynq.QueueInfo, error) {
+	qnames, err := qmc.inspector.Queues()
+	if err != nil {
+		return nil, fmt.Errorf("failed to get queue names: %v", err)
+	}
+	infos := make([]*asynq.QueueInfo, len(qnames))
+	for i, qname := range qnames {
+		qinfo, err := qmc.inspector.GetQueueInfo(qname)
+		if err != nil {
+			return nil, fmt.Errorf("failed to get queue info: %v", err)
+		}
+		infos[i] = qinfo
+	}
+	return infos, nil
+}
+
+// Descriptors used by QueueMetricsCollector
+var (
+	tasksQueuedDesc = prometheus.NewDesc(
+		prometheus.BuildFQName(namespace, "", "tasks_enqueued_total"),
+		"Number of tasks enqueued; broken down by queue and state.",
+		[]string{"queue", "state"}, nil,
+	)
+
+	queueSizeDesc = prometheus.NewDesc(
+		prometheus.BuildFQName(namespace, "", "queue_size"),
+		"Number of tasks in a queue",
+		[]string{"queue"}, nil,
+	)
+
+	queueLatencyDesc = prometheus.NewDesc(
+		prometheus.BuildFQName(namespace, "", "queue_latency_seconds"),
+		"Number of seconds the oldest pending task is waiting in pending state to be processed.",
+		[]string{"queue"}, nil,
+	)
+
+	queueMemUsgDesc = prometheus.NewDesc(
+		prometheus.BuildFQName(namespace, "", "queue_memory_usage_approx_bytes"),
+		"Number of memory used by a given queue (approximated number by sampling).",
+		[]string{"queue"}, nil,
+	)
+
+	tasksProcessedTotalDesc = prometheus.NewDesc(
+		prometheus.BuildFQName(namespace, "", "tasks_processed_total"),
+		"Number of tasks processed (both succeeded and failed); broken down by queue",
+		[]string{"queue"}, nil,
+	)
+
+	tasksFailedTotalDesc = prometheus.NewDesc(
+		prometheus.BuildFQName(namespace, "", "tasks_failed_total"),
+		"Number of tasks failed; broken down by queue",
+		[]string{"queue"}, nil,
+	)
+
+	pausedQueues = prometheus.NewDesc(
+		prometheus.BuildFQName(namespace, "", "queue_paused_total"),
+		"Number of queues paused",
+		[]string{"queue"}, nil,
+	)
+)
+
+func (qmc *QueueMetricsCollector) Describe(ch chan<- *prometheus.Desc) {
+	prometheus.DescribeByCollect(qmc, ch)
+}
+
+func (qmc *QueueMetricsCollector) Collect(ch chan<- prometheus.Metric) {
+	queueInfos, err := qmc.collectQueueInfo()
+	if err != nil {
+		log.Printf("Failed to collect metrics data: %v", err)
+	}
+	for _, info := range queueInfos {
+		ch <- prometheus.MustNewConstMetric(
+			tasksQueuedDesc,
+			prometheus.GaugeValue,
+			float64(info.Active),
+			info.Queue,
+			"active",
+		)
+		ch <- prometheus.MustNewConstMetric(
+			tasksQueuedDesc,
+			prometheus.GaugeValue,
+			float64(info.Pending),
+			info.Queue,
+			"pending",
+		)
+		ch <- prometheus.MustNewConstMetric(
+			tasksQueuedDesc,
+			prometheus.GaugeValue,
+			float64(info.Scheduled),
+			info.Queue,
+			"scheduled",
+		)
+		ch <- prometheus.MustNewConstMetric(
+			tasksQueuedDesc,
+			prometheus.GaugeValue,
+			float64(info.Retry),
+			info.Queue,
+			"retry",
+		)
+		ch <- prometheus.MustNewConstMetric(
+			tasksQueuedDesc,
+			prometheus.GaugeValue,
+			float64(info.Archived),
+			info.Queue,
+			"archived",
+		)
+		ch <- prometheus.MustNewConstMetric(
+			tasksQueuedDesc,
+			prometheus.GaugeValue,
+			float64(info.Completed),
+			info.Queue,
+			"completed",
+		)
+
+		ch <- prometheus.MustNewConstMetric(
+			queueSizeDesc,
+			prometheus.GaugeValue,
+			float64(info.Size),
+			info.Queue,
+		)
+
+		ch <- prometheus.MustNewConstMetric(
+			queueLatencyDesc,
+			prometheus.GaugeValue,
+			info.Latency.Seconds(),
+			info.Queue,
+		)
+
+		ch <- prometheus.MustNewConstMetric(
+			queueMemUsgDesc,
+			prometheus.GaugeValue,
+			float64(info.MemoryUsage),
+			info.Queue,
+		)
+
+		ch <- prometheus.MustNewConstMetric(
+			tasksProcessedTotalDesc,
+			prometheus.CounterValue,
+			float64(info.ProcessedTotal),
+			info.Queue,
+		)
+
+		ch <- prometheus.MustNewConstMetric(
+			tasksFailedTotalDesc,
+			prometheus.CounterValue,
+			float64(info.FailedTotal),
+			info.Queue,
+		)
+
+		pausedValue := 0 // zero to indicate "not paused"
+		if info.Paused {
+			pausedValue = 1
+		}
+		ch <- prometheus.MustNewConstMetric(
+			pausedQueues,
+			prometheus.GaugeValue,
+			float64(pausedValue),
+			info.Queue,
+		)
+	}
+}
+
+// NewQueueMetricsCollector returns a collector that exports metrics about Asynq queues.
+func NewQueueMetricsCollector(inspector *asynq.Inspector) *QueueMetricsCollector {
+	return &QueueMetricsCollector{inspector: inspector}
+}

x/rate/example_test.go

@@ -0,0 +1,40 @@
+package rate_test
+
+import (
+	"context"
+	"fmt"
+	"time"
+
+	"github.com/hibiken/asynq"
+	"github.com/hibiken/asynq/x/rate"
+)
+
+type RateLimitError struct {
+	RetryIn time.Duration
+}
+
+func (e *RateLimitError) Error() string {
+	return fmt.Sprintf("rate limited (retry in  %v)", e.RetryIn)
+}
+
+func ExampleNewSemaphore() {
+	redisConnOpt := asynq.RedisClientOpt{Addr: ":6379"}
+	sema := rate.NewSemaphore(redisConnOpt, "my_queue", 10)
+	// call sema.Close() when appropriate
+
+	_ = asynq.HandlerFunc(func(ctx context.Context, task *asynq.Task) error {
+		ok, err := sema.Acquire(ctx)
+		if err != nil {
+			return err
+		}
+		if !ok {
+			return &RateLimitError{RetryIn: 30 * time.Second}
+		}
+
+		// Make sure to release the token once we're done.
+		defer sema.Release(ctx)
+
+		// Process task
+		return nil
+	})
+}

x/rate/semaphore.go

@@ -0,0 +1,114 @@
+// Package rate contains rate limiting strategies for asynq.Handler(s).
+package rate
+
+import (
+	"context"
+	"fmt"
+	"strings"
+	"time"
+
+	"github.com/go-redis/redis/v8"
+	"github.com/hibiken/asynq"
+	asynqcontext "github.com/hibiken/asynq/internal/context"
+)
+
+// NewSemaphore creates a counting Semaphore for the given scope with the given number of tokens.
+func NewSemaphore(rco asynq.RedisConnOpt, scope string, maxTokens int) *Semaphore {
+	rc, ok := rco.MakeRedisClient().(redis.UniversalClient)
+	if !ok {
+		panic(fmt.Sprintf("rate.NewSemaphore: unsupported RedisConnOpt type %T", rco))
+	}
+
+	if maxTokens < 1 {
+		panic("rate.NewSemaphore: maxTokens cannot be less than 1")
+	}
+
+	if len(strings.TrimSpace(scope)) == 0 {
+		panic("rate.NewSemaphore: scope should not be empty")
+	}
+
+	return &Semaphore{
+		rc:        rc,
+		scope:     scope,
+		maxTokens: maxTokens,
+	}
+}
+
+// Semaphore is a distributed counting semaphore which can be used to set maxTokens across multiple asynq servers.
+type Semaphore struct {
+	rc        redis.UniversalClient
+	maxTokens int
+	scope     string
+}
+
+// KEYS[1] -> asynq:sema:<scope>
+// ARGV[1] -> max concurrency
+// ARGV[2] -> current time in unix time
+// ARGV[3] -> deadline in unix time
+// ARGV[4] -> task ID
+var acquireCmd = redis.NewScript(`
+redis.call("ZREMRANGEBYSCORE", KEYS[1], "-inf", tonumber(ARGV[2])-1)
+local count = redis.call("ZCARD", KEYS[1])
+
+if (count < tonumber(ARGV[1])) then
+     redis.call("ZADD", KEYS[1], ARGV[3], ARGV[4])
+     return 'true'
+else
+     return 'false'
+end
+`)
+
+// Acquire attempts to acquire a token from the semaphore.
+// - Returns (true, nil), iff semaphore key exists and current value is less than maxTokens
+// - Returns (false, nil) when token cannot be acquired
+// - Returns (false, error) otherwise
+//
+// The context.Context passed to Acquire must have a deadline set,
+// this ensures that token is released if the job goroutine crashes and does not call Release.
+func (s *Semaphore) Acquire(ctx context.Context) (bool, error) {
+	d, ok := ctx.Deadline()
+	if !ok {
+		return false, fmt.Errorf("provided context must have a deadline")
+	}
+
+	taskID, ok := asynqcontext.GetTaskID(ctx)
+	if !ok {
+		return false, fmt.Errorf("provided context is missing task ID value")
+	}
+
+	return acquireCmd.Run(ctx, s.rc,
+		[]string{semaphoreKey(s.scope)},
+		s.maxTokens,
+		time.Now().Unix(),
+		d.Unix(),
+		taskID,
+	).Bool()
+}
+
+// Release will release the token on the counting semaphore.
+func (s *Semaphore) Release(ctx context.Context) error {
+	taskID, ok := asynqcontext.GetTaskID(ctx)
+	if !ok {
+		return fmt.Errorf("provided context is missing task ID value")
+	}
+
+	n, err := s.rc.ZRem(ctx, semaphoreKey(s.scope), taskID).Result()
+	if err != nil {
+		return fmt.Errorf("redis command failed: %v", err)
+	}
+
+	if n == 0 {
+		return fmt.Errorf("no token found for task %q", taskID)
+	}
+
+	return nil
+}
+
+// Close closes the connection to redis.
+func (s *Semaphore) Close() error {
+	return s.rc.Close()
+}
+
+func semaphoreKey(scope string) string {
+	return fmt.Sprintf("asynq:sema:%s", scope)
+}

x/rate/semaphore_test.go

@@ -0,0 +1,408 @@
+package rate
+
+import (
+	"context"
+	"flag"
+	"fmt"
+	"strings"
+	"testing"
+	"time"
+
+	"github.com/go-redis/redis/v8"
+	"github.com/google/uuid"
+	"github.com/hibiken/asynq"
+	"github.com/hibiken/asynq/internal/base"
+	asynqcontext "github.com/hibiken/asynq/internal/context"
+)
+
+var (
+	redisAddr string
+	redisDB   int
+
+	useRedisCluster   bool
+	redisClusterAddrs string // comma-separated list of host:port
+)
+
+func init() {
+	flag.StringVar(&redisAddr, "redis_addr", "localhost:6379", "redis address to use in testing")
+	flag.IntVar(&redisDB, "redis_db", 14, "redis db number to use in testing")
+	flag.BoolVar(&useRedisCluster, "redis_cluster", false, "use redis cluster as a broker in testing")
+	flag.StringVar(&redisClusterAddrs, "redis_cluster_addrs", "localhost:7000,localhost:7001,localhost:7002", "comma separated list of redis server addresses")
+}
+
+func TestNewSemaphore(t *testing.T) {
+	tests := []struct {
+		desc           string
+		name           string
+		maxConcurrency int
+		wantPanic      string
+		connOpt        asynq.RedisConnOpt
+	}{
+		{
+			desc:      "Bad RedisConnOpt",
+			wantPanic: "rate.NewSemaphore: unsupported RedisConnOpt type *rate.badConnOpt",
+			connOpt:   &badConnOpt{},
+		},
+		{
+			desc:      "Zero maxTokens should panic",
+			wantPanic: "rate.NewSemaphore: maxTokens cannot be less than 1",
+		},
+		{
+			desc:           "Empty scope should panic",
+			maxConcurrency: 2,
+			name:           "    ",
+			wantPanic:      "rate.NewSemaphore: scope should not be empty",
+		},
+	}
+
+	for _, tt := range tests {
+		t.Run(tt.desc, func(t *testing.T) {
+			if tt.wantPanic != "" {
+				defer func() {
+					if r := recover(); r.(string) != tt.wantPanic {
+						t.Errorf("%s;\nNewSemaphore should panic with msg: %s, got %s", tt.desc, tt.wantPanic, r.(string))
+					}
+				}()
+			}
+
+			opt := tt.connOpt
+			if tt.connOpt == nil {
+				opt = getRedisConnOpt(t)
+			}
+
+			sema := NewSemaphore(opt, tt.name, tt.maxConcurrency)
+			defer sema.Close()
+		})
+	}
+}
+
+func TestNewSemaphore_Acquire(t *testing.T) {
+	tests := []struct {
+		desc           string
+		name           string
+		maxConcurrency int
+		taskIDs        []string
+		ctxFunc        func(string) (context.Context, context.CancelFunc)
+		want           []bool
+	}{
+		{
+			desc:           "Should acquire token when current token count is less than maxTokens",
+			name:           "task-1",
+			maxConcurrency: 3,
+			taskIDs:        []string{uuid.NewString(), uuid.NewString()},
+			ctxFunc: func(id string) (context.Context, context.CancelFunc) {
+				return asynqcontext.New(&base.TaskMessage{
+					ID:    id,
+					Queue: "task-1",
+				}, time.Now().Add(time.Second))
+			},
+			want: []bool{true, true},
+		},
+		{
+			desc:           "Should fail acquiring token when current token count is equal to maxTokens",
+			name:           "task-2",
+			maxConcurrency: 3,
+			taskIDs:        []string{uuid.NewString(), uuid.NewString(), uuid.NewString(), uuid.NewString()},
+			ctxFunc: func(id string) (context.Context, context.CancelFunc) {
+				return asynqcontext.New(&base.TaskMessage{
+					ID:    id,
+					Queue: "task-2",
+				}, time.Now().Add(time.Second))
+			},
+			want: []bool{true, true, true, false},
+		},
+	}
+
+	for _, tt := range tests {
+		t.Run(tt.desc, func(t *testing.T) {
+			opt := getRedisConnOpt(t)
+			rc := opt.MakeRedisClient().(redis.UniversalClient)
+			defer rc.Close()
+
+			if err := rc.Del(context.Background(), semaphoreKey(tt.name)).Err(); err != nil {
+				t.Errorf("%s;\nredis.UniversalClient.Del() got error %v", tt.desc, err)
+			}
+
+			sema := NewSemaphore(opt, tt.name, tt.maxConcurrency)
+			defer sema.Close()
+
+			for i := 0; i < len(tt.taskIDs); i++ {
+				ctx, cancel := tt.ctxFunc(tt.taskIDs[i])
+
+				got, err := sema.Acquire(ctx)
+				if err != nil {
+					t.Errorf("%s;\nSemaphore.Acquire() got error %v", tt.desc, err)
+				}
+
+				if got != tt.want[i] {
+					t.Errorf("%s;\nSemaphore.Acquire(ctx) returned %v, want %v", tt.desc, got, tt.want[i])
+				}
+
+				cancel()
+			}
+		})
+	}
+}
+
+func TestNewSemaphore_Acquire_Error(t *testing.T) {
+	tests := []struct {
+		desc           string
+		name           string
+		maxConcurrency int
+		taskIDs        []string
+		ctxFunc        func(string) (context.Context, context.CancelFunc)
+		errStr         string
+	}{
+		{
+			desc:           "Should return error if context has no deadline",
+			name:           "task-3",
+			maxConcurrency: 1,
+			taskIDs:        []string{uuid.NewString(), uuid.NewString()},
+			ctxFunc: func(id string) (context.Context, context.CancelFunc) {
+				return context.Background(), func() {}
+			},
+			errStr: "provided context must have a deadline",
+		},
+		{
+			desc:           "Should return error when context is missing taskID",
+			name:           "task-4",
+			maxConcurrency: 1,
+			taskIDs:        []string{uuid.NewString()},
+			ctxFunc: func(_ string) (context.Context, context.CancelFunc) {
+				return context.WithTimeout(context.Background(), time.Second)
+			},
+			errStr: "provided context is missing task ID value",
+		},
+	}
+
+	for _, tt := range tests {
+		t.Run(tt.desc, func(t *testing.T) {
+			opt := getRedisConnOpt(t)
+			rc := opt.MakeRedisClient().(redis.UniversalClient)
+			defer rc.Close()
+
+			if err := rc.Del(context.Background(), semaphoreKey(tt.name)).Err(); err != nil {
+				t.Errorf("%s;\nredis.UniversalClient.Del() got error %v", tt.desc, err)
+			}
+
+			sema := NewSemaphore(opt, tt.name, tt.maxConcurrency)
+			defer sema.Close()
+
+			for i := 0; i < len(tt.taskIDs); i++ {
+				ctx, cancel := tt.ctxFunc(tt.taskIDs[i])
+
+				_, err := sema.Acquire(ctx)
+				if err == nil || err.Error() != tt.errStr {
+					t.Errorf("%s;\nSemaphore.Acquire() got error %v want error %v", tt.desc, err, tt.errStr)
+				}
+
+				cancel()
+			}
+		})
+	}
+}
+
+func TestNewSemaphore_Acquire_StaleToken(t *testing.T) {
+	opt := getRedisConnOpt(t)
+	rc := opt.MakeRedisClient().(redis.UniversalClient)
+	defer rc.Close()
+
+	taskID := uuid.NewString()
+
+	// adding a set member to mimic the case where token is acquired but the goroutine crashed,
+	// in which case, the token will not be explicitly removed and should be present already
+	rc.ZAdd(context.Background(), semaphoreKey("stale-token"), &redis.Z{
+		Score:  float64(time.Now().Add(-10 * time.Second).Unix()),
+		Member: taskID,
+	})
+
+	sema := NewSemaphore(opt, "stale-token", 1)
+	defer sema.Close()
+
+	ctx, cancel := asynqcontext.New(&base.TaskMessage{
+		ID:    taskID,
+		Queue: "task-1",
+	}, time.Now().Add(time.Second))
+	defer cancel()
+
+	got, err := sema.Acquire(ctx)
+	if err != nil {
+		t.Errorf("Acquire_StaleToken;\nSemaphore.Acquire() got error %v", err)
+	}
+
+	if !got {
+		t.Error("Acquire_StaleToken;\nSemaphore.Acquire() got false want true")
+	}
+}
+
+func TestNewSemaphore_Release(t *testing.T) {
+	tests := []struct {
+		desc      string
+		name      string
+		taskIDs   []string
+		ctxFunc   func(string) (context.Context, context.CancelFunc)
+		wantCount int64
+	}{
+		{
+			desc:    "Should decrease token count",
+			name:    "task-5",
+			taskIDs: []string{uuid.NewString()},
+			ctxFunc: func(id string) (context.Context, context.CancelFunc) {
+				return asynqcontext.New(&base.TaskMessage{
+					ID:    id,
+					Queue: "task-3",
+				}, time.Now().Add(time.Second))
+			},
+		},
+		{
+			desc:    "Should decrease token count by 2",
+			name:    "task-6",
+			taskIDs: []string{uuid.NewString(), uuid.NewString()},
+			ctxFunc: func(id string) (context.Context, context.CancelFunc) {
+				return asynqcontext.New(&base.TaskMessage{
+					ID:    id,
+					Queue: "task-4",
+				}, time.Now().Add(time.Second))
+			},
+		},
+	}
+
+	for _, tt := range tests {
+		t.Run(tt.desc, func(t *testing.T) {
+			opt := getRedisConnOpt(t)
+			rc := opt.MakeRedisClient().(redis.UniversalClient)
+			defer rc.Close()
+
+			if err := rc.Del(context.Background(), semaphoreKey(tt.name)).Err(); err != nil {
+				t.Errorf("%s;\nredis.UniversalClient.Del() got error %v", tt.desc, err)
+			}
+
+			var members []*redis.Z
+			for i := 0; i < len(tt.taskIDs); i++ {
+				members = append(members, &redis.Z{
+					Score:  float64(time.Now().Add(time.Duration(i) * time.Second).Unix()),
+					Member: tt.taskIDs[i],
+				})
+			}
+			if err := rc.ZAdd(context.Background(), semaphoreKey(tt.name), members...).Err(); err != nil {
+				t.Errorf("%s;\nredis.UniversalClient.ZAdd() got error %v", tt.desc, err)
+			}
+
+			sema := NewSemaphore(opt, tt.name, 3)
+			defer sema.Close()
+
+			for i := 0; i < len(tt.taskIDs); i++ {
+				ctx, cancel := tt.ctxFunc(tt.taskIDs[i])
+
+				if err := sema.Release(ctx); err != nil {
+					t.Errorf("%s;\nSemaphore.Release() got error %v", tt.desc, err)
+				}
+
+				cancel()
+			}
+
+			i, err := rc.ZCount(context.Background(), semaphoreKey(tt.name), "-inf", "+inf").Result()
+			if err != nil {
+				t.Errorf("%s;\nredis.UniversalClient.ZCount() got error %v", tt.desc, err)
+			}
+
+			if i != tt.wantCount {
+				t.Errorf("%s;\nSemaphore.Release(ctx) didn't release token, got %v want 0", tt.desc, i)
+			}
+		})
+	}
+}
+
+func TestNewSemaphore_Release_Error(t *testing.T) {
+	testID := uuid.NewString()
+
+	tests := []struct {
+		desc    string
+		name    string
+		taskIDs []string
+		ctxFunc func(string) (context.Context, context.CancelFunc)
+		errStr  string
+	}{
+		{
+			desc:    "Should return error when context is missing taskID",
+			name:    "task-7",
+			taskIDs: []string{uuid.NewString()},
+			ctxFunc: func(_ string) (context.Context, context.CancelFunc) {
+				return context.WithTimeout(context.Background(), time.Second)
+			},
+			errStr: "provided context is missing task ID value",
+		},
+		{
+			desc:    "Should return error when context has taskID which never acquired token",
+			name:    "task-8",
+			taskIDs: []string{uuid.NewString()},
+			ctxFunc: func(_ string) (context.Context, context.CancelFunc) {
+				return asynqcontext.New(&base.TaskMessage{
+					ID:    testID,
+					Queue: "task-4",
+				}, time.Now().Add(time.Second))
+			},
+			errStr: fmt.Sprintf("no token found for task %q", testID),
+		},
+	}
+
+	for _, tt := range tests {
+		t.Run(tt.desc, func(t *testing.T) {
+			opt := getRedisConnOpt(t)
+			rc := opt.MakeRedisClient().(redis.UniversalClient)
+			defer rc.Close()
+
+			if err := rc.Del(context.Background(), semaphoreKey(tt.name)).Err(); err != nil {
+				t.Errorf("%s;\nredis.UniversalClient.Del() got error %v", tt.desc, err)
+			}
+
+			var members []*redis.Z
+			for i := 0; i < len(tt.taskIDs); i++ {
+				members = append(members, &redis.Z{
+					Score:  float64(time.Now().Add(time.Duration(i) * time.Second).Unix()),
+					Member: tt.taskIDs[i],
+				})
+			}
+			if err := rc.ZAdd(context.Background(), semaphoreKey(tt.name), members...).Err(); err != nil {
+				t.Errorf("%s;\nredis.UniversalClient.ZAdd() got error %v", tt.desc, err)
+			}
+
+			sema := NewSemaphore(opt, tt.name, 3)
+			defer sema.Close()
+
+			for i := 0; i < len(tt.taskIDs); i++ {
+				ctx, cancel := tt.ctxFunc(tt.taskIDs[i])
+
+				if err := sema.Release(ctx); err == nil || err.Error() != tt.errStr {
+					t.Errorf("%s;\nSemaphore.Release() got error %v want error %v", tt.desc, err, tt.errStr)
+				}
+
+				cancel()
+			}
+		})
+	}
+}
+
+func getRedisConnOpt(tb testing.TB) asynq.RedisConnOpt {
+	tb.Helper()
+	if useRedisCluster {
+		addrs := strings.Split(redisClusterAddrs, ",")
+		if len(addrs) == 0 {
+			tb.Fatal("No redis cluster addresses provided. Please set addresses using --redis_cluster_addrs flag.")
+		}
+		return asynq.RedisClusterClientOpt{
+			Addrs: addrs,
+		}
+	}
+	return asynq.RedisClientOpt{
+		Addr: redisAddr,
+		DB:   redisDB,
+	}
+}
+
+type badConnOpt struct {
+}
+
+func (b badConnOpt) MakeRedisClient() interface{} {
+	return nil
+}