pubsub: add ordered keys
Pub/Sub ordered keys requires:
- Publish with a non-empty key gets added to a per-key queue, as implemented
by Bundler.HandlerLimit=1. This setting causes the bundler to only have one
outstanding bundle being handled at a time; further bundles form a queue.
- Receive with a message that has a non-empty key gets added to a per-key
queue, as implemented by a slice. When a worker operates on a key, it
processes all items in the key's slice until the slice is empty, at which point
it deletes the key to release the key's resources, and the worker returns to
the worker pool.
Functionally, for users, this should involve:
- Slightly slower processing speeds due to additional data structures
along the Publish and Receive paths. (we should do some performance
testing to vet this out)
- PublishSettings.NumGoroutines and ReceiveSettings.NumGoroutines should
both result in double the number of goroutines, since an additional data
structure (publish/receive scheduler) uses that value. Documentation has
been adjusted accordingly to describe it more as a scaling factor than
an exact number.
- Default ReceiveSettings.NumGoroutines is increased from 1 to 10. It's
generally a better experience to have multiple workers than one. And,
some tests - like TestStreamingPullFlowControl - implicitly require it.
- Since ordered keys require only a single outstanding RPC at once, it is
possible to send ordered key messages to Topic.Publish (and subsequently to
PublishScheduler.Add) faster than the bundler can publish them to the
Pub/Sub service, resulting in a backed up queue of Pub/Sub bundles. Each
item in the bundler queue is a goroutine, which means users may see thousands
of goroutines in debugging they might do.
TODO: add Resume method.
Change-Id: Ib710944d557970290cf12321d1fdbd9b1699231d
diff --git a/pubsub/integration_test.go b/pubsub/integration_test.go
index 03bad6e..bc7f28f 100644
--- a/pubsub/integration_test.go
+++ b/pubsub/integration_test.go
@@ -15,10 +15,13 @@
package pubsub
import (
+ "bufio"
"bytes"
"context"
"fmt"
+ "os"
"strings"
+ "sync"
"testing"
"time"
@@ -28,6 +31,7 @@
"cloud.google.com/go/internal/uid"
"cloud.google.com/go/internal/version"
kms "cloud.google.com/go/kms/apiv1"
+ testutil2 "cloud.google.com/go/pubsub/internal/testutil"
"github.com/golang/protobuf/proto"
gax "github.com/googleapis/gax-go/v2"
"golang.org/x/oauth2/google"
@@ -1081,3 +1085,191 @@
t.Fatalf("\ngot: - want: +\n%s", diff)
}
}
+
+func TestIntegration_OrderedKeys_Basic(t *testing.T) {
+ if testing.Short() {
+ t.Skip("Integration tests skipped in short mode")
+ }
+
+ ctx := context.Background()
+ client := integrationTestClient(ctx, t)
+ defer client.Close()
+
+ topic, err := client.CreateTopic(ctx, topicIDs.New())
+ if err != nil {
+ t.Fatal(err)
+ }
+ defer topic.Stop()
+ exists, err := topic.Exists(ctx)
+ if err != nil {
+ t.Fatal(err)
+ }
+ if !exists {
+ t.Fatalf("topic %v should exist, but it doesn't", topic)
+ }
+ var sub *Subscription
+ if sub, err = client.CreateSubscription(ctx, subIDs.New(), SubscriptionConfig{
+ Topic: topic,
+ EnableMessageOrdering: true,
+ }); err != nil {
+ t.Fatal(err)
+ }
+ _ = sub
+ exists, err = sub.Exists(ctx)
+ if err != nil {
+ t.Fatal(err)
+ }
+ if !exists {
+ t.Fatalf("subscription %s should exist, but it doesn't", sub.ID())
+ }
+
+ topic.PublishSettings.DelayThreshold = time.Second
+ topic.EnableMessageOrdering = true
+
+ orderingKey := "some-ordering-key"
+ numItems := 1000
+ for i := 0; i < numItems; i++ {
+ r := topic.Publish(ctx, &Message{
+ ID: fmt.Sprintf("id-%d", i),
+ Data: []byte(fmt.Sprintf("item-%d", i)),
+ OrderingKey: orderingKey,
+ })
+ go func() {
+ <-r.ready
+ if r.err != nil {
+ t.Error(r.err)
+ }
+ }()
+ }
+
+ received := make(chan string, numItems)
+ go func() {
+ if err := sub.Receive(ctx, func(ctx context.Context, msg *Message) {
+ defer msg.Ack()
+ if msg.OrderingKey != orderingKey {
+ t.Errorf("got ordering key %s, expected %s", msg.OrderingKey, orderingKey)
+ }
+
+ received <- string(msg.Data)
+ }); err != nil {
+ if c := status.Code(err); c != codes.Canceled {
+ t.Error(err)
+ }
+ }
+ }()
+
+ for i := 0; i < numItems; i++ {
+ select {
+ case r := <-received:
+ if got, want := r, fmt.Sprintf("item-%d", i); got != want {
+ t.Fatalf("%d: got %s, want %s", i, got, want)
+ }
+ case <-time.After(5 * time.Second):
+ t.Fatalf("timed out after 5s waiting for item %d", i)
+ }
+ }
+}
+
+func TestIntegration_OrderedKeys_JSON(t *testing.T) {
+ if testing.Short() {
+ t.Skip("Integration tests skipped in short mode")
+ }
+
+ ctx := context.Background()
+ client := integrationTestClient(ctx, t)
+ defer client.Close()
+
+ topic, err := client.CreateTopic(ctx, topicIDs.New())
+ if err != nil {
+ t.Fatal(err)
+ }
+ defer topic.Stop()
+ exists, err := topic.Exists(ctx)
+ if err != nil {
+ t.Fatal(err)
+ }
+ if !exists {
+ t.Fatalf("topic %v should exist, but it doesn't", topic)
+ }
+ var sub *Subscription
+ if sub, err = client.CreateSubscription(ctx, subIDs.New(), SubscriptionConfig{
+ Topic: topic,
+ EnableMessageOrdering: true,
+ }); err != nil {
+ t.Fatal(err)
+ }
+ _ = sub
+ exists, err = sub.Exists(ctx)
+ if err != nil {
+ t.Fatal(err)
+ }
+ if !exists {
+ t.Fatalf("subscription %s should exist, but it doesn't", sub.ID())
+ }
+
+ topic.PublishSettings.DelayThreshold = time.Second
+ topic.EnableMessageOrdering = true
+
+ inFile, err := os.Open("testdata/publish.csv")
+ if err != nil {
+ t.Fatal(err)
+ }
+ defer inFile.Close()
+
+ mu := sync.Mutex{}
+ var publishData []testutil2.OrderedKeyMsg
+ var receiveData []testutil2.OrderedKeyMsg
+
+ wg := sync.WaitGroup{}
+ scanner := bufio.NewScanner(inFile)
+ for scanner.Scan() {
+ line := scanner.Text()
+ // TODO: use strings.ReplaceAll once we only support 1.11+.
+ line = strings.Replace(line, "\"", "", -1)
+ parts := strings.Split(line, ",")
+ key := parts[0]
+ msg := parts[1]
+ publishData = append(publishData, testutil2.OrderedKeyMsg{Key: key, Data: msg})
+ topic.Publish(ctx, &Message{
+ ID: msg,
+ Data: []byte(msg),
+ OrderingKey: key,
+ })
+ wg.Add(1)
+ }
+ if err := scanner.Err(); err != nil {
+ t.Fatal(err)
+ }
+
+ go func() {
+ if err := sub.Receive(ctx, func(ctx context.Context, msg *Message) {
+ defer msg.Ack()
+ mu.Lock()
+ receiveData = append(receiveData, testutil2.OrderedKeyMsg{Key: msg.OrderingKey, Data: string(msg.Data)})
+ mu.Unlock()
+ wg.Done()
+ }); err != nil {
+ if c := status.Code(err); c != codes.Canceled {
+ t.Error(err)
+ }
+ }
+ }()
+
+ done := make(chan struct{})
+ go func() {
+ wg.Wait()
+ close(done)
+ }()
+
+ select {
+ case <-done:
+ case <-time.After(15 * time.Second):
+ t.Fatal("timed out after 15s waiting for all messages to be received")
+ }
+
+ mu.Lock()
+ defer mu.Unlock()
+ if err := testutil2.VerifyKeyOrdering(publishData, receiveData); err != nil {
+ t.Fatal(err)
+ }
+}
diff --git a/pubsub/internal/scheduler/publish_scheduler.go b/pubsub/internal/scheduler/publish_scheduler.go
new file mode 100644
index 0000000..df4950d
--- /dev/null
+++ b/pubsub/internal/scheduler/publish_scheduler.go
@@ -0,0 +1,151 @@
+// Copyright 2019 Google LLC
+//
+// Licensed under the Apache License, Version 2.0 (the "License");
+// you may not use this file except in compliance with the License.
+// You may obtain a copy of the License at
+//
+// http://www.apache.org/licenses/LICENSE-2.0
+//
+// Unless required by applicable law or agreed to in writing, software
+// distributed under the License is distributed on an "AS IS" BASIS,
+// WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+// See the License for the specific language governing permissions and
+// limitations under the License.
+
+package scheduler
+
+import (
+ "errors"
+ "reflect"
+ "sync"
+ "time"
+
+ "google.golang.org/api/support/bundler"
+)
+
+// PublishScheduler is a scheduler which is designed for Pub/Sub's Publish flow.
+// It bundles items before handling them. All items in this PublishScheduler use
+// the same handler.
+//
+// Each item is added with a given key. Items added to the empty string key are
+// handled in random order. Items added to any other key are handled
+// sequentially.
+type PublishScheduler struct {
+ // Settings passed down to each bundler that gets created.
+ DelayThreshold time.Duration
+ BundleCountThreshold int
+ BundleByteThreshold int
+ BundleByteLimit int
+ BufferedByteLimit int
+
+ mu sync.Mutex
+ bundlers map[string]*bundler.Bundler
+ outstanding map[string]int
+
+ // workers is a channel that represents workers. Rather than a pool, where
+ // worker are "removed" until the pool is empty, the channel is more like a
+ // set of work desks, where workers are "added" until all the desks are full.
+ //
+ // workers does not restrict the amount of goroutines in the bundlers.
+ // Rather, it acts as the flow control for completion of bundler work.
+ workers chan struct{}
+ handle func(bundle interface{})
+ done chan struct{}
+}
+
+// NewPublishScheduler returns a new PublishScheduler.
+//
+// The workers arg is the number of workers that will operate on the queue of
+// work. A reasonably large number of workers is highly recommended. If the
+// workers arg is 0, then a healthy default of 10 workers is used.
+//
+// The scheduler does not use a parent context. If it did, canceling that
+// context would immediately stop the scheduler without waiting for
+// undelivered messages.
+//
+// The scheduler should be stopped only with FlushAndStop.
+func NewPublishScheduler(workers int, handle func(bundle interface{})) *PublishScheduler {
+ if workers == 0 {
+ workers = 10
+ }
+
+ s := PublishScheduler{
+ bundlers: make(map[string]*bundler.Bundler),
+ outstanding: make(map[string]int),
+ workers: make(chan struct{}, workers),
+ handle: handle,
+ done: make(chan struct{}),
+ }
+
+ return &s
+}
+
+// Add adds an item to the scheduler at a given key.
+//
+// Add never blocks. Buffering happens in the scheduler's publishers. There is
+// no flow control.
+//
+// Since ordered keys require only a single outstanding RPC at once, it is
+// possible to send ordered key messages to Topic.Publish (and subsequently to
+// PublishScheduler.Add) faster than the bundler can publish them to the
+// Pub/Sub service, resulting in a backed up queue of Pub/Sub bundles. Each
+// item in the bundler queue is a goroutine.
+func (s *PublishScheduler) Add(key string, item interface{}, size int) error {
+ select {
+ case <-s.done:
+ return errors.New("draining")
+ default:
+ }
+
+ s.mu.Lock()
+ defer s.mu.Unlock()
+ b, ok := s.bundlers[key]
+ if !ok {
+ s.outstanding[key] = 1
+ b = bundler.NewBundler(item, func(bundle interface{}) {
+ s.workers <- struct{}{}
+ s.handle(bundle)
+ <-s.workers
+
+ nlen := reflect.ValueOf(bundle).Len()
+ s.mu.Lock()
+ s.outstanding[key] -= nlen
+ if s.outstanding[key] == 0 {
+ delete(s.outstanding, key)
+ delete(s.bundlers, key)
+ }
+ s.mu.Unlock()
+ })
+ b.DelayThreshold = s.DelayThreshold
+ b.BundleCountThreshold = s.BundleCountThreshold
+ b.BundleByteThreshold = s.BundleByteThreshold
+ b.BundleByteLimit = s.BundleByteLimit
+ b.BufferedByteLimit = s.BufferedByteLimit
+
+ if b.BufferedByteLimit == 0 {
+ b.BufferedByteLimit = 1e9
+ }
+
+ if key == "" {
+ // There's no way to express "unlimited" in the bundler, so we use
+ // some high number.
+ b.HandlerLimit = 1e9
+ } else {
+ // HandlerLimit=1 causes the bundler to act as a sequential queue.
+ b.HandlerLimit = 1
+ }
+
+ s.bundlers[key] = b
+ }
+ s.outstanding[key]++
+ return b.Add(item, size)
+}
+
+// FlushAndStop begins flushing items from bundlers and from the scheduler. It
+// blocks until all items have been flushed.
+func (s *PublishScheduler) FlushAndStop() {
+ close(s.done)
+ for _, b := range s.bundlers {
+ b.Flush()
+ }
+}
diff --git a/pubsub/internal/scheduler/publish_scheduler_benchmark_test.go b/pubsub/internal/scheduler/publish_scheduler_benchmark_test.go
new file mode 100644
index 0000000..421096a
--- /dev/null
+++ b/pubsub/internal/scheduler/publish_scheduler_benchmark_test.go
@@ -0,0 +1,65 @@
+// Copyright 2019 Google LLC
+//
+// Licensed under the Apache License, Version 2.0 (the "License");
+// you may not use this file except in compliance with the License.
+// You may obtain a copy of the License at
+//
+// http://www.apache.org/licenses/LICENSE-2.0
+//
+// Unless required by applicable law or agreed to in writing, software
+// distributed under the License is distributed on an "AS IS" BASIS,
+// WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+// See the License for the specific language governing permissions and
+// limitations under the License.
+
+package scheduler_test
+
+import (
+ "fmt"
+ "reflect"
+ "testing"
+
+ "cloud.google.com/go/pubsub/internal/scheduler"
+)
+
+const pubSchedulerWorkers = 100
+
+func BenchmarkPublisher_Unkeyed(b *testing.B) {
+ wait := make(chan struct{}, b.N)
+ ps := scheduler.NewPublishScheduler(pubSchedulerWorkers, func(bundle interface{}) {
+ nlen := reflect.ValueOf(bundle).Len()
+ for i := 0; i < nlen; i++ {
+ wait <- struct{}{}
+ }
+ })
+ go func() {
+ for i := 0; i < b.N; i++ {
+ if err := ps.Add("", fmt.Sprintf("item_%d", i), 1); err != nil {
+ b.Error(err)
+ }
+ }
+ }()
+ for j := 0; j < b.N; j++ {
+ <-wait
+ }
+}
+
+func BenchmarkPublisher_SingleKey(b *testing.B) {
+ wait := make(chan struct{}, b.N)
+ ps := scheduler.NewPublishScheduler(pubSchedulerWorkers, func(bundle interface{}) {
+ nlen := reflect.ValueOf(bundle).Len()
+ for i := 0; i < nlen; i++ {
+ wait <- struct{}{}
+ }
+ })
+ go func() {
+ for i := 0; i < b.N; i++ {
+ if err := ps.Add("some-key", fmt.Sprintf("item_%d", i), 1); err != nil {
+ b.Error(err)
+ }
+ }
+ }()
+ for j := 0; j < b.N; j++ {
+ <-wait
+ }
+}
diff --git a/pubsub/internal/scheduler/publish_scheduler_test.go b/pubsub/internal/scheduler/publish_scheduler_test.go
new file mode 100644
index 0000000..0af0837
--- /dev/null
+++ b/pubsub/internal/scheduler/publish_scheduler_test.go
@@ -0,0 +1,248 @@
+// Copyright 2019 Google LLC
+//
+// Licensed under the Apache License, Version 2.0 (the "License");
+// you may not use this file except in compliance with the License.
+// You may obtain a copy of the License at
+//
+// http://www.apache.org/licenses/LICENSE-2.0
+//
+// Unless required by applicable law or agreed to in writing, software
+// distributed under the License is distributed on an "AS IS" BASIS,
+// WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+// See the License for the specific language governing permissions and
+// limitations under the License.
+
+package scheduler_test
+
+import (
+ "fmt"
+ "testing"
+ "time"
+
+ "cloud.google.com/go/pubsub/internal/scheduler"
+)
+
+func TestPublishScheduler_Put_Basic(t *testing.T) {
+ done := make(chan struct{})
+ defer close(done)
+
+ keysHandled := map[string]chan int{}
+ handle := func(itemi interface{}) {
+ items := itemi.([]pair)
+ for _, item := range items {
+ keysHandled[item.k] <- item.v
+ }
+ }
+ s := scheduler.NewPublishScheduler(2, handle)
+ defer s.FlushAndStop()
+
+ // If these values are too high, the race detector will fail with
+ // "race: limit on 8128 simultaneously alive goroutines is exceeded, dying".
+ numItems := 100
+ numKeys := 10
+
+ for ki := 0; ki < numKeys; ki++ {
+ k := fmt.Sprintf("some_key_%d", ki)
+ keysHandled[k] = make(chan int, numItems)
+ }
+
+ for ki := 0; ki < numKeys; ki++ {
+ k := fmt.Sprintf("some_key_%d", ki)
+ go func() {
+ for i := 0; i < numItems; i++ {
+ select {
+ case <-done:
+ return
+ default:
+ }
+ if err := s.Add(k, pair{k, i}, 1); err != nil {
+ t.Error(err)
+ }
+ }
+ }()
+ }
+
+ for ki := 0; ki < numKeys; ki++ {
+ k := fmt.Sprintf("some_key_%d", ki)
+ for want := 0; want < numItems; want++ {
+ select {
+ case got := <-keysHandled[k]:
+ if got != want {
+ t.Fatalf("%s: got %d, want %d", k, got, want)
+ }
+ case <-time.After(5 * time.Second):
+ t.Fatalf("%s: expected key %s - item %d to be handled but never was", k, k, want)
+ }
+ }
+ }
+}
+
+// Scheduler schedules many items of one key in order even when there are
+// many workers.
+func TestPublishScheduler_Put_ManyWithOneKey(t *testing.T) {
+ done := make(chan struct{})
+ defer close(done)
+
+ recvd := make(chan int)
+ handle := func(itemi interface{}) {
+ items := itemi.([]int)
+ for _, item := range items {
+ recvd <- item
+ }
+ }
+ s := scheduler.NewPublishScheduler(10, handle)
+ defer s.FlushAndStop()
+
+ // If these values are too high, the race detector will fail with
+ // "race: limit on 8128 simultaneously alive goroutines is exceeded, dying".
+ numItems := 1000
+
+ go func() {
+ for i := 0; i < numItems; i++ {
+ select {
+ case <-done:
+ return
+ default:
+ }
+ if err := s.Add("some-key", i, 1); err != nil {
+ t.Error(err)
+ }
+ }
+ }()
+
+ for want := 0; want < numItems; want++ {
+ select {
+ case got := <-recvd:
+ if got != want {
+ t.Fatalf("got %d, want %d", got, want)
+ }
+ case <-time.After(5 * time.Second):
+ t.Fatalf("timed out waiting for item %d to be handled", want)
+ }
+ }
+}
+
+func TestPublishScheduler_DoesntRaceWithPublisher(t *testing.T) {
+ done := make(chan struct{})
+ defer close(done)
+
+ keysHandled := map[string]chan int{}
+ handle := func(itemi interface{}) {
+ items := itemi.([]pair)
+ for _, item := range items {
+ keysHandled[item.k] <- item.v
+ }
+ }
+ s := scheduler.NewPublishScheduler(2, handle)
+ defer s.FlushAndStop()
+
+ // If these values are too high, the race detector will fail with
+ // "race: limit on 8128 simultaneously alive goroutines is exceeded, dying".
+ numItems := 100
+ numKeys := 10
+
+ for ki := 0; ki < numKeys; ki++ {
+ k := fmt.Sprintf("some_key_%d", ki)
+ keysHandled[k] = make(chan int, numItems)
+ }
+
+ for ki := 0; ki < numKeys; ki++ {
+ k := fmt.Sprintf("some_key_%d", ki)
+ go func() {
+ for i := 0; i < numItems; i++ {
+ select {
+ case <-done:
+ return
+ default:
+ }
+ if err := s.Add(k, pair{k, i}, 1); err != nil {
+ t.Error(err)
+ }
+ }
+ }()
+ }
+
+ for ki := 0; ki < numKeys; ki++ {
+ k := fmt.Sprintf("some_key_%d", ki)
+ for want := 0; want < numItems; want++ {
+ select {
+ case got := <-keysHandled[k]:
+ if got != want {
+ t.Fatalf("%s: got %d, want %d", k, got, want)
+ }
+ case <-time.After(5 * time.Second):
+ t.Fatalf("%s: expected key %s - item %d to be handled but never was", k, k, want)
+ }
+ }
+ }
+}
+
+// FlushAndStop blocks until all messages are processed.
+func TestPublishScheduler_FlushAndStop(t *testing.T) {
+ for _, tc := range []struct {
+ name string
+ input map[string][]int
+ }{
+ {
+ name: "two messages with the same key",
+ input: map[string][]int{"foo": {1, 2}},
+ },
+ {
+ name: "two messages with different keys",
+ input: map[string][]int{"foo": {1}, "bar": {2}},
+ },
+ {
+ name: "two messages with no key",
+ input: map[string][]int{"": {1, 2}},
+ },
+ } {
+ t.Run(tc.name, func(t *testing.T) {
+ recvd := make(chan int)
+ handle := func(itemi interface{}) {
+ for _, v := range itemi.([]int) {
+ recvd <- v
+ }
+ }
+ s := scheduler.NewPublishScheduler(1, handle)
+ for k, vs := range tc.input {
+ for _, v := range vs {
+ if err := s.Add(k, v, 1); err != nil {
+ t.Fatal(err)
+ }
+ }
+ }
+
+ doneFlushing := make(chan struct{})
+ go func() {
+ s.FlushAndStop()
+ close(doneFlushing)
+ }()
+
+ time.Sleep(10 * time.Millisecond)
+
+ select {
+ case <-doneFlushing:
+ t.Fatal("expected FlushAndStop to block until all messages handled, but it didn't")
+ default:
+ }
+
+ select {
+ case <-recvd:
+ case <-time.After(time.Second):
+ t.Fatal("timed out waiting for first message to arrive")
+ }
+
+ select {
+ case <-recvd:
+ case <-time.After(time.Second):
+ t.Fatal("timed out waiting for second message to arrive")
+ }
+
+ select {
+ case <-doneFlushing:
+ case <-time.After(time.Second):
+ t.Fatal("timed out waiting for FlushAndStop to finish blocking")
+ }
+ })
+ }
+}
diff --git a/pubsub/internal/scheduler/receive_scheduler.go b/pubsub/internal/scheduler/receive_scheduler.go
new file mode 100644
index 0000000..3a8d9b8
--- /dev/null
+++ b/pubsub/internal/scheduler/receive_scheduler.go
@@ -0,0 +1,135 @@
+// Copyright 2019 Google LLC
+//
+// Licensed under the Apache License, Version 2.0 (the "License");
+// you may not use this file except in compliance with the License.
+// You may obtain a copy of the License at
+//
+// http://www.apache.org/licenses/LICENSE-2.0
+//
+// Unless required by applicable law or agreed to in writing, software
+// distributed under the License is distributed on an "AS IS" BASIS,
+// WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+// See the License for the specific language governing permissions and
+// limitations under the License.
+
+package scheduler
+
+import (
+ "errors"
+ "sync"
+)
+
+// ReceiveScheduler is a scheduler which is designed for Pub/Sub's Receive flow.
+//
+// Each item is added with a given key. Items added to the empty string key are
+// handled in random order. Items added to any other key are handled
+// sequentially.
+type ReceiveScheduler struct {
+ // workers is a channel that represents workers. Rather than a pool, where
+ // worker are "removed" until the pool is empty, the channel is more like a
+ // set of work desks, where workers are "added" until all the desks are full.
+ //
+ // A worker taking an item from the unordered queue (key="") completes a
+ // single item and then goes back to the pool.
+ //
+ // A worker taking an item from an ordered queue (key="something") completes
+ // all work in that queue until the queue is empty, then deletes the queue,
+ // then goes back to the pool.
+ workers chan struct{}
+ done chan struct{}
+
+ mu sync.Mutex
+ m map[string][]func()
+}
+
+// NewReceiveScheduler creates a new ReceiveScheduler.
+//
+// The workers arg is the number of concurrent calls to handle. If the workers
+// arg is 0, then a healthy default of 10 workers is used.
+func NewReceiveScheduler(workers int) *ReceiveScheduler {
+ if workers == 0 {
+ workers = 10
+ }
+
+ return &ReceiveScheduler{
+ workers: make(chan struct{}, workers),
+ done: make(chan struct{}),
+ m: make(map[string][]func()),
+ }
+}
+
+// Add adds the item to be handled. Add may block.
+//
+// Buffering happens above the ReceiveScheduler in the form of a flow controller
+// that requests batches of messages to pull. A backed up ReceiveScheduler.Add
+// call causes pushback to the pubsub service (less Receive calls on the
+// long-lived stream), which keeps memory footprint stable.
+func (s *ReceiveScheduler) Add(key string, item interface{}, handle func(item interface{})) error {
+ select {
+ case <-s.done:
+ return errors.New("draining")
+ default:
+ }
+
+ if key == "" {
+ // Spawn a worker.
+ s.workers <- struct{}{}
+ go func() {
+ // Unordered keys can be handled immediately.
+ handle(item)
+ <-s.workers
+ }()
+ } else {
+ // Add it to the queue. This has to happen before we enter the goroutine
+ // below to prevent a race from the next iteration of the key-loop
+ // adding another item before this one gets queued.
+
+ s.mu.Lock()
+ _, ok := s.m[key]
+ s.m[key] = append(s.m[key], func() {
+ handle(item)
+ })
+ s.mu.Unlock()
+ if ok {
+ // Someone is already working on this key.
+ return nil
+ }
+
+ // Spawn a worker.
+ s.workers <- struct{}{}
+
+ go func() {
+ defer func() { <-s.workers }()
+
+ // Key-Loop: loop through the available items in the key's queue.
+ for {
+ s.mu.Lock()
+ if len(s.m[key]) == 0 {
+ // We're done processing items - the queue is empty. Delete
+ // the queue from the map and free up the worker.
+ delete(s.m, key)
+ s.mu.Unlock()
+ return
+ }
+ // Pop an item from the queue.
+ next := s.m[key][0]
+ s.m[key] = s.m[key][1:]
+ s.mu.Unlock()
+
+ next() // Handle next in queue.
+ }
+ }()
+ }
+
+ return nil
+}
+
+// Shutdown begins flushing messages and stops accepting new Add calls. Shutdown
+// does not block, or wait for all messages to be flushed.
+func (s *ReceiveScheduler) Shutdown() {
+ select {
+ case <-s.done:
+ default:
+ close(s.done)
+ }
+}
diff --git a/pubsub/internal/scheduler/receive_scheduler_benchmark_test.go b/pubsub/internal/scheduler/receive_scheduler_benchmark_test.go
new file mode 100644
index 0000000..674f9e6
--- /dev/null
+++ b/pubsub/internal/scheduler/receive_scheduler_benchmark_test.go
@@ -0,0 +1,58 @@
+// Copyright 2019 Google LLC
+//
+// Licensed under the Apache License, Version 2.0 (the "License");
+// you may not use this file except in compliance with the License.
+// You may obtain a copy of the License at
+//
+// http://www.apache.org/licenses/LICENSE-2.0
+//
+// Unless required by applicable law or agreed to in writing, software
+// distributed under the License is distributed on an "AS IS" BASIS,
+// WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+// See the License for the specific language governing permissions and
+// limitations under the License.
+
+package scheduler_test
+
+import (
+ "fmt"
+ "testing"
+
+ "cloud.google.com/go/pubsub/internal/scheduler"
+)
+
+const recSchedulerWorkers = 100
+
+func BenchmarkReceive_SingleKey(b *testing.B) {
+ wait := make(chan struct{}, b.N)
+ ps := scheduler.NewReceiveScheduler(recSchedulerWorkers)
+ go func() {
+ for i := 0; i < b.N; i++ {
+ if err := ps.Add("some-key", fmt.Sprintf("item_%d", i), func(interface{}) {
+ wait <- struct{}{}
+ }); err != nil {
+ b.Error(err)
+ }
+ }
+ }()
+ for j := 0; j < b.N; j++ {
+ <-wait
+ }
+}
+
+func BenchmarkReceive_Unkeyed(b *testing.B) {
+ wait := make(chan struct{}, b.N)
+ ps := scheduler.NewReceiveScheduler(recSchedulerWorkers)
+ go func() {
+ for i := 0; i < b.N; i++ {
+ if err := ps.Add("", fmt.Sprintf("item_%d", i), func(interface{}) {
+ wait <- struct{}{}
+ }); err != nil {
+ b.Error(err)
+ }
+ }
+ }()
+ for j := 0; j < b.N; j++ {
+ <-wait
+ }
+}
diff --git a/pubsub/internal/scheduler/receive_scheduler_test.go b/pubsub/internal/scheduler/receive_scheduler_test.go
new file mode 100644
index 0000000..de03300
--- /dev/null
+++ b/pubsub/internal/scheduler/receive_scheduler_test.go
@@ -0,0 +1,175 @@
+// Copyright 2019 Google LLC
+//
+// Licensed under the Apache License, Version 2.0 (the "License");
+// you may not use this file except in compliance with the License.
+// You may obtain a copy of the License at
+//
+// http://www.apache.org/licenses/LICENSE-2.0
+//
+// Unless required by applicable law or agreed to in writing, software
+// distributed under the License is distributed on an "AS IS" BASIS,
+// WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+// See the License for the specific language governing permissions and
+// limitations under the License.
+
+package scheduler_test
+
+import (
+ "fmt"
+ "testing"
+ "time"
+
+ "cloud.google.com/go/pubsub/internal/scheduler"
+)
+
+type pair struct {
+ k string
+ v int
+}
+
+func TestReceiveScheduler_Put_Basic(t *testing.T) {
+ done := make(chan struct{})
+ defer close(done)
+
+ keysHandled := map[string]chan int{}
+ handle := func(itemi interface{}) {
+ item := itemi.(pair)
+ keysHandled[item.k] <- item.v
+ }
+
+ // If these values are too high, the race detector will fail with "race: limit on 8128 simultaneously alive goroutines is exceeded, dying"
+ numItems := 100
+ numKeys := 10
+
+ s := scheduler.NewReceiveScheduler(1)
+ defer s.Shutdown()
+ for ki := 0; ki < numKeys; ki++ {
+ k := fmt.Sprintf("some_key_%d", ki)
+ keysHandled[k] = make(chan int, numItems)
+ }
+
+ for ki := 0; ki < numKeys; ki++ {
+ k := fmt.Sprintf("some_key_%d", ki)
+ go func() {
+ for i := 0; i < numItems; i++ {
+ select {
+ case <-done:
+ return
+ default:
+ }
+ if err := s.Add(k, pair{k: k, v: i}, handle); err != nil {
+ t.Error(err)
+ }
+ }
+ }()
+ }
+
+ for ki := 0; ki < numKeys; ki++ {
+ k := fmt.Sprintf("some_key_%d", ki)
+ for want := 0; want < numItems; want++ {
+ select {
+ case got := <-keysHandled[k]:
+ if got != want {
+ t.Fatalf("%s: got %d, want %d", k, got, want)
+ }
+ case <-time.After(5 * time.Second):
+ t.Fatalf("%s: expected key %s - item %d to be handled but never was", k, k, want)
+ }
+ }
+ }
+}
+
+// Scheduler schedules many items of one key in order even when there are
+// many workers.
+func TestReceiveScheduler_Put_ManyWithOneKey(t *testing.T) {
+ done := make(chan struct{})
+ defer close(done)
+
+ recvd := make(chan int)
+ handle := func(itemi interface{}) {
+ recvd <- itemi.(int)
+ }
+
+ // If these values are too high, the race detector will fail with "race: limit on 8128 simultaneously alive goroutines is exceeded, dying"
+ numItems := 10000
+ s := scheduler.NewReceiveScheduler(10)
+ defer s.Shutdown()
+
+ go func() {
+ for i := 0; i < numItems; i++ {
+ select {
+ case <-done:
+ return
+ default:
+ }
+ if err := s.Add("some-key", i, handle); err != nil {
+ t.Error(err)
+ }
+ }
+ }()
+
+ for want := 0; want < numItems; want++ {
+ select {
+ case got := <-recvd:
+ if got != want {
+ t.Fatalf("got %d, want %d", got, want)
+ }
+ case <-time.After(5 * time.Second):
+ t.Fatalf("timed out waiting for item %d to be handled", want)
+ }
+ }
+}
+
+// FlushAndStop flushes all messages. (it does not wait for their completion)
+func TestReceiveScheduler_FlushAndStop(t *testing.T) {
+ for _, tc := range []struct {
+ name string
+ input map[string][]int
+ }{
+ {
+ name: "two messages with the same key",
+ input: map[string][]int{"foo": {1, 2}},
+ },
+ {
+ name: "two messages with different keys",
+ input: map[string][]int{"foo": {1}, "bar": {2}},
+ },
+ {
+ name: "two messages with no key",
+ input: map[string][]int{"": {1, 2}},
+ },
+ } {
+ t.Run(tc.name, func(t *testing.T) {
+ recvd := make(chan int, 10)
+ handle := func(itemi interface{}) {
+ recvd <- itemi.(int)
+ }
+ s := scheduler.NewReceiveScheduler(1)
+ for k, vs := range tc.input {
+ for _, v := range vs {
+ if err := s.Add(k, v, handle); err != nil {
+ t.Fatal(err)
+ }
+ }
+ }
+
+ go func() {
+ s.Shutdown()
+ }()
+
+ time.Sleep(10 * time.Millisecond)
+
+ select {
+ case <-recvd:
+ case <-time.After(time.Second):
+ t.Fatal("timed out waiting for first message to arrive")
+ }
+
+ select {
+ case <-recvd:
+ case <-time.After(time.Second):
+ t.Fatal("timed out waiting for second message to arrive")
+ }
+ })
+ }
+}
diff --git a/pubsub/internal/testutil/verifier.go b/pubsub/internal/testutil/verifier.go
new file mode 100644
index 0000000..66ab4fa
--- /dev/null
+++ b/pubsub/internal/testutil/verifier.go
@@ -0,0 +1,70 @@
+// Copyright 2019 Google LLC
+//
+// Licensed under the Apache License, Version 2.0 (the "License");
+// you may not use this file except in compliance with the License.
+// You may obtain a copy of the License at
+//
+// http://www.apache.org/licenses/LICENSE-2.0
+//
+// Unless required by applicable law or agreed to in writing, software
+// distributed under the License is distributed on an "AS IS" BASIS,
+// WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+// See the License for the specific language governing permissions and
+// limitations under the License.
+
+package testutil
+
+import (
+ "fmt"
+
+ "github.com/google/go-cmp/cmp"
+)
+
+// OrderedKeyMsg is a message with key and data.
+type OrderedKeyMsg struct {
+ Key string
+ Data string
+}
+
+// VerifyKeyOrdering verifies that received data was published and received in
+// key order.
+//
+// TODO(deklerk): account for consistent redelivery.
+func VerifyKeyOrdering(publishData, receiveData []OrderedKeyMsg) error {
+ publishKeyMap := make(map[string][]string)
+ receiveKeyMap := make(map[string][]string)
+
+ for _, d := range publishData {
+ if d.Key == "" {
+ continue
+ }
+ publishKeyMap[d.Key] = append(publishKeyMap[d.Key], d.Data)
+ }
+
+ for _, d := range receiveData {
+ if d.Key == "" {
+ continue
+ }
+ receiveKeyMap[d.Key] = append(receiveKeyMap[d.Key], d.Data)
+ }
+
+ if len(publishKeyMap) != len(receiveKeyMap) {
+ return fmt.Errorf("published %d keys, received %d - expected them to be equal but they were not", len(publishKeyMap), len(receiveKeyMap))
+ }
+
+ for k, pb := range publishKeyMap {
+ rd, ok := receiveKeyMap[k]
+ if !ok {
+ // Should never happen unless we're using a topic that's got some
+ // data in it already / topic test pollution / etc. So, basically,
+ // make sure a fresh topic is always used for integration tests.
+ return fmt.Errorf("saw key %s, but we never published this key", k)
+ }
+
+ if diff := cmp.Diff(pb, rd); diff != "" {
+ return fmt.Errorf("%s: got -, want +\n\t%s", k, diff)
+ }
+ }
+
+ return nil
+}
diff --git a/pubsub/internal/testutil/verifier_test.go b/pubsub/internal/testutil/verifier_test.go
new file mode 100644
index 0000000..7a381e5
--- /dev/null
+++ b/pubsub/internal/testutil/verifier_test.go
@@ -0,0 +1,106 @@
+// Copyright 2019 Google LLC
+//
+// Licensed under the Apache License, Version 2.0 (the "License");
+// you may not use this file except in compliance with the License.
+// You may obtain a copy of the License at
+//
+// http://www.apache.org/licenses/LICENSE-2.0
+//
+// Unless required by applicable law or agreed to in writing, software
+// distributed under the License is distributed on an "AS IS" BASIS,
+// WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+// See the License for the specific language governing permissions and
+// limitations under the License.
+
+package testutil_test
+
+import (
+ "testing"
+
+ "cloud.google.com/go/pubsub/internal/testutil"
+)
+
+func TestVerifyKeyOrdering(t *testing.T) {
+ for _, tc := range []struct {
+ name string
+ publishedMsgs []testutil.OrderedKeyMsg
+ receivedMsgs []testutil.OrderedKeyMsg
+ wantErr bool
+ }{
+ {
+ name: "correct despite different ordering",
+ publishedMsgs: []testutil.OrderedKeyMsg{
+ {Key: "some-key-1", Data: "some-datum-1"},
+ {Key: "some-key-2", Data: "some-datum-1"},
+ {Key: "some-key-1", Data: "some-datum-2"},
+ {Key: "some-key-3", Data: "some-datum-1"},
+ {Key: "some-key-1", Data: "some-datum-3"},
+ {Key: "some-key-4", Data: "some-datum-1"},
+ },
+ receivedMsgs: []testutil.OrderedKeyMsg{
+ {Key: "some-key-2", Data: "some-datum-1"},
+ {Key: "some-key-1", Data: "some-datum-1"},
+ {Key: "some-key-3", Data: "some-datum-1"},
+ {Key: "some-key-4", Data: "some-datum-1"},
+ {Key: "some-key-1", Data: "some-datum-2"},
+ {Key: "some-key-1", Data: "some-datum-3"},
+ },
+ wantErr: false,
+ },
+ {
+ name: "received something we didnt publish",
+ publishedMsgs: []testutil.OrderedKeyMsg{
+ {Key: "some-key-1", Data: "some-datum-1"},
+ },
+ receivedMsgs: []testutil.OrderedKeyMsg{
+ {Key: "some-key-1", Data: "some-datum-2"},
+ },
+ wantErr: true,
+ },
+ {
+ name: "published message missing",
+ publishedMsgs: []testutil.OrderedKeyMsg{
+ {Key: "some-key-1", Data: "some-datum-1"},
+ },
+ receivedMsgs: []testutil.OrderedKeyMsg{},
+ wantErr: true,
+ },
+ // TODO(deklerk): account for consistent redelivery.
+ //{
+ // name: "correct despite consistent redlivery",
+ // publishedMsgs: []testutil.OrderedKeyMsg{
+ // {Key: "some-key-1", Data: "some-datum-1"},
+ // {Key: "some-key-1", Data: "some-datum-2"},
+ // {Key: "some-key-1", Data: "some-datum-3"},
+ // {Key: "some-key-1", Data: "some-datum-4"},
+ // {Key: "some-key-1", Data: "some-datum-5"},
+ // },
+ // // Messages 2 and 3 are redelivered twice.
+ // receivedMsgs: []testutil.OrderedKeyMsg{
+ // {Key: "some-key-1", Data: "some-datum-1"},
+ // {Key: "some-key-1", Data: "some-datum-2"},
+ // {Key: "some-key-1", Data: "some-datum-3"},
+ // {Key: "some-key-1", Data: "some-datum-2"},
+ // {Key: "some-key-1", Data: "some-datum-3"},
+ // {Key: "some-key-1", Data: "some-datum-2"},
+ // {Key: "some-key-1", Data: "some-datum-3"},
+ // {Key: "some-key-1", Data: "some-datum-4"},
+ // {Key: "some-key-1", Data: "some-datum-5"},
+ // },
+ // wantErr: true,
+ //},
+ } {
+ t.Run(tc.name, func(t *testing.T) {
+ err := testutil.VerifyKeyOrdering(tc.publishedMsgs, tc.receivedMsgs)
+ if tc.wantErr {
+ if err == nil {
+ t.Fatal("wanted err, but got nil")
+ }
+ } else {
+ if err != nil {
+ t.Fatalf("wanted nil, got err:\n\t%v", err)
+ }
+ }
+ })
+ }
+}
diff --git a/pubsub/message.go b/pubsub/message.go
index c4b16e9..77c51c8 100644
--- a/pubsub/message.go
+++ b/pubsub/message.go
@@ -23,23 +23,25 @@
// Message represents a Pub/Sub message.
type Message struct {
- // ID identifies this message.
- // This ID is assigned by the server and is populated for Messages obtained from a subscription.
+ // ID identifies this message. This ID is assigned by the server and is
+ // populated for Messages obtained from a subscription.
+ //
// This field is read-only.
ID string
// Data is the actual data in the message.
Data []byte
- // Attributes represents the key-value pairs the current message
- // is labelled with.
+ // Attributes represents the key-value pairs the current message is
+ // labelled with.
Attributes map[string]string
// ackID is the identifier to acknowledge this message.
ackID string
- // The time at which the message was published.
- // This is populated by the server for Messages obtained from a subscription.
+ // PublishTime is the time at which the message was published. This is
+ // populated by the server for Messages obtained from a subscription.
+ //
// This field is read-only.
PublishTime time.Time
@@ -53,6 +55,10 @@
// The done method of the iterator that created this Message.
doneFunc func(string, bool, time.Time)
+
+ // OrderingKey identifies related messages for which publish order should
+ // be respected. If empty string is used, message will be sent unordered.
+ OrderingKey string
}
func toMessage(resp *pb.ReceivedMessage) (*Message, error) {
@@ -70,6 +76,7 @@
Attributes: resp.Message.Attributes,
ID: resp.Message.MessageId,
PublishTime: pubTime,
+ OrderingKey: resp.Message.OrderingKey,
}, nil
}
diff --git a/pubsub/mock_test.go b/pubsub/mock_test.go
index 52da174..c72ee6e 100644
--- a/pubsub/mock_test.go
+++ b/pubsub/mock_test.go
@@ -168,13 +168,14 @@
err = s.ackErrs[0]
s.ackErrs = s.ackErrs[1:]
}
- s.mu.Unlock()
if err != nil {
+ s.mu.Unlock()
return nil, err
}
for _, id := range req.AckIds {
s.Acked[id] = true
}
+ s.mu.Unlock()
return &emptypb.Empty{}, nil
}
@@ -185,13 +186,14 @@
err = s.modAckErrs[0]
s.modAckErrs = s.modAckErrs[1:]
}
- s.mu.Unlock()
if err != nil {
+ s.mu.Unlock()
return nil, err
}
for _, id := range req.AckIds {
s.Deadlines[id] = req.AckDeadlineSeconds
}
+ s.mu.Unlock()
return &emptypb.Empty{}, nil
}
diff --git a/pubsub/streaming_pull_test.go b/pubsub/streaming_pull_test.go
index 5364387..5c49d6e 100644
--- a/pubsub/streaming_pull_test.go
+++ b/pubsub/streaming_pull_test.go
@@ -162,7 +162,7 @@
m.Ack()
})
if got := atomic.LoadInt32(&n); got != 0 {
- t.Errorf("Receive returned with %d callbacks still running", got)
+ t.Fatalf("Receive returned with %d callbacks still running", got)
}
if err != nil {
t.Fatalf("Receive got <%v>, want nil", err)
@@ -266,8 +266,13 @@
}()
// Here, two callbacks are active. Receive should be blocked in the flow
// control acquire method on the third message.
- <-activec
- <-activec
+ for i := 0; i < 2; i++ {
+ select {
+ case <-activec:
+ case <-time.After(time.Second):
+ t.Fatalf("timed out waiting for message %d", i+1)
+ }
+ }
select {
case <-activec:
t.Fatal("third callback in progress")
diff --git a/pubsub/subscription.go b/pubsub/subscription.go
index bfd9dfb..68fa408 100644
--- a/pubsub/subscription.go
+++ b/pubsub/subscription.go
@@ -25,6 +25,7 @@
"cloud.google.com/go/iam"
"cloud.google.com/go/internal/optional"
+ "cloud.google.com/go/pubsub/internal/scheduler"
"github.com/golang/protobuf/ptypes"
durpb "github.com/golang/protobuf/ptypes/duration"
gax "github.com/googleapis/gax-go/v2"
@@ -227,6 +228,9 @@
// The set of labels for the subscription.
Labels map[string]string
+
+ // EnableMessageOrdering enables message ordering.
+ EnableMessageOrdering bool
}
func (cfg *SubscriptionConfig) toProto(name string) *pb.Subscription {
@@ -247,6 +251,7 @@
MessageRetentionDuration: retentionDuration,
Labels: cfg.Labels,
ExpirationPolicy: expirationPolicyToProto(cfg.ExpirationPolicy),
+ EnableMessageOrdering: cfg.EnableMessageOrdering,
}
}
@@ -326,9 +331,11 @@
// for unprocessed messages.
MaxOutstandingBytes int
- // NumGoroutines is the number of goroutines Receive will spawn to pull
- // messages concurrently. If NumGoroutines is less than 1, it will be treated
- // as if it were DefaultReceiveSettings.NumGoroutines.
+ // NumGoroutines is the number of goroutines that each datastructure along
+ // the Receive path will spawn. Adjusting this value adjusts concurrency
+ // along the receive path.
+ //
+ // NumGoroutines defaults to DefaultReceiveSettings.NumGoroutines.
//
// NumGoroutines does not limit the number of messages that can be processed
// concurrently. Even with one goroutine, many messages might be processed at
@@ -373,7 +380,7 @@
MaxExtension: 10 * time.Minute,
MaxOutstandingMessages: 1000,
MaxOutstandingBytes: 1e9, // 1G
- NumGoroutines: 1,
+ NumGoroutines: 10,
}
// Delete deletes the subscription.
@@ -638,98 +645,123 @@
}
fc := newFlowController(maxCount, maxBytes)
+ sched := scheduler.NewReceiveScheduler(numGoroutines)
+
// Wait for all goroutines started by Receive to return, so instead of an
// obscure goroutine leak we have an obvious blocked call to Receive.
group, gctx := errgroup.WithContext(ctx)
- for i := 0; i < numGoroutines; i++ {
- group.Go(func() error {
- return s.receive(gctx, po, fc, f)
- })
+
+ type closeablePair struct {
+ wg *sync.WaitGroup
+ iter *messageIterator
}
- return group.Wait()
-}
-func (s *Subscription) receive(ctx context.Context, po *pullOptions, fc *flowController, f func(context.Context, *Message)) error {
- // Cancel a sub-context when we return, to kick the context-aware callbacks
- // and the goroutine below.
- ctx2, cancel := context.WithCancel(ctx)
- // The iterator does not use the context passed to Receive. If it did, canceling
- // that context would immediately stop the iterator without waiting for unacked
- // messages.
- iter := newMessageIterator(s.c.subc, s.name, po)
+ var pairs []closeablePair
- // We cannot use errgroup from Receive here. Receive might already be calling group.Wait,
- // and group.Wait cannot be called concurrently with group.Go. We give each receive() its
- // own WaitGroup instead.
- // Since wg.Add is only called from the main goroutine, wg.Wait is guaranteed
- // to be called after all Adds.
- var wg sync.WaitGroup
- wg.Add(1)
- go func() {
- <-ctx2.Done()
- // Call stop when Receive's context is done.
- // Stop will block until all outstanding messages have been acknowledged
- // or there was a fatal service error.
- iter.stop()
- wg.Done()
- }()
- defer wg.Wait()
+ // Cancel a sub-context which, when we finish a single receiver, will kick
+ // off the context-aware callbacks and the goroutine below (which stops
+ // all receivers, iterators, and the scheduler).
+ ctx2, cancel2 := context.WithCancel(gctx)
+ defer cancel2()
- defer cancel()
- for {
- var maxToPull int32 // maximum number of messages to pull
- if po.synchronous {
- if po.maxPrefetch < 0 {
- // If there is no limit on the number of messages to pull, use a reasonable default.
- maxToPull = 1000
- } else {
- // Limit the number of messages in memory to MaxOutstandingMessages
- // (here, po.maxPrefetch). For each message currently in memory, we have
- // called fc.acquire but not fc.release: this is fc.count(). The next
- // call to Pull should fetch no more than the difference between these
- // values.
- maxToPull = po.maxPrefetch - int32(fc.count())
- if maxToPull <= 0 {
- // Wait for some callbacks to finish.
- if err := gax.Sleep(ctx, synchronousWaitTime); err != nil {
+ for i := 0; i < numGoroutines; i++ {
+ // The iterator does not use the context passed to Receive. If it did,
+ // canceling that context would immediately stop the iterator without
+ // waiting for unacked messages.
+ iter := newMessageIterator(s.c.subc, s.name, po)
+
+ // We cannot use errgroup from Receive here. Receive might already be
+ // calling group.Wait, and group.Wait cannot be called concurrently with
+ // group.Go. We give each receive() its own WaitGroup instead.
+ //
+ // Since wg.Add is only called from the main goroutine, wg.Wait is
+ // guaranteed to be called after all Adds.
+ var wg sync.WaitGroup
+ wg.Add(1)
+ pairs = append(pairs, closeablePair{wg: &wg, iter: iter})
+
+ group.Go(func() error {
+ defer wg.Wait()
+ defer cancel2()
+ for {
+ var maxToPull int32 // maximum number of messages to pull
+ if po.synchronous {
+ if po.maxPrefetch < 0 {
+ // If there is no limit on the number of messages to
+ // pull, use a reasonable default.
+ maxToPull = 1000
+ } else {
+ // Limit the number of messages in memory to MaxOutstandingMessages
+ // (here, po.maxPrefetch). For each message currently in memory, we have
+ // called fc.acquire but not fc.release: this is fc.count(). The next
+ // call to Pull should fetch no more than the difference between these
+ // values.
+ maxToPull = po.maxPrefetch - int32(fc.count())
+ if maxToPull <= 0 {
+ // Wait for some callbacks to finish.
+ if err := gax.Sleep(ctx, synchronousWaitTime); err != nil {
+ // Return nil if the context is done, not err.
+ return nil
+ }
+ continue
+ }
+ }
+ }
+ msgs, err := iter.receive(maxToPull)
+ if err == io.EOF {
+ return nil
+ }
+ if err != nil {
+ return err
+ }
+ for i, msg := range msgs {
+ msg := msg
+ // TODO(jba): call acquire closer to when the message is allocated.
+ if err := fc.acquire(ctx, len(msg.Data)); err != nil {
+ // TODO(jba): test that these "orphaned" messages are nacked immediately when ctx is done.
+ for _, m := range msgs[i:] {
+ m.Nack()
+ }
// Return nil if the context is done, not err.
return nil
}
- continue
+ old := msg.doneFunc
+ msgLen := len(msg.Data)
+ msg.doneFunc = func(ackID string, ack bool, receiveTime time.Time) {
+ defer fc.release(msgLen)
+ old(ackID, ack, receiveTime)
+ }
+ wg.Add(1)
+ // TODO(deklerk): Can we have a generic handler at the
+ // constructor level?
+ if err := sched.Add(msg.OrderingKey, msg, func(msg interface{}) {
+ defer wg.Done()
+ f(ctx2, msg.(*Message))
+ }); err != nil {
+ wg.Done()
+ return err
+ }
}
}
- }
- msgs, err := iter.receive(maxToPull)
- if err == io.EOF {
- return nil
- }
- if err != nil {
- return err
- }
- for i, msg := range msgs {
- msg := msg
- // TODO(jba): call acquire closer to when the message is allocated.
- if err := fc.acquire(ctx, len(msg.Data)); err != nil {
- // TODO(jba): test that these "orphaned" messages are nacked immediately when ctx is done.
- for _, m := range msgs[i:] {
- m.Nack()
- }
- // Return nil if the context is done, not err.
- return nil
- }
- old := msg.doneFunc
- msgLen := len(msg.Data)
- msg.doneFunc = func(ackID string, ack bool, receiveTime time.Time) {
- defer fc.release(msgLen)
- old(ackID, ack, receiveTime)
- }
- wg.Add(1)
- go func() {
- defer wg.Done()
- f(ctx2, msg)
- }()
- }
+ })
}
+
+ go func() {
+ <-ctx2.Done()
+
+ // Wait for all iterators to stop.
+ for _, p := range pairs {
+ p.iter.stop()
+ p.wg.Done()
+ }
+
+ // This _must_ happen after every iterator has stopped, or some
+ // iterator will still have undelivered messages but the scheduler will
+ // already be shut down.
+ sched.Shutdown()
+ }()
+
+ return group.Wait()
}
type pullOptions struct {
diff --git a/pubsub/testdata/README.md b/pubsub/testdata/README.md
new file mode 100644
index 0000000..9b28a9c
--- /dev/null
+++ b/pubsub/testdata/README.md
@@ -0,0 +1,3 @@
+# Generation
+
+publish.csv was generated with `kimkyung@`'s ordering_key_verifier.
diff --git a/pubsub/testdata/publish.csv b/pubsub/testdata/publish.csv
new file mode 100644
index 0000000..bdfe363
--- /dev/null
+++ b/pubsub/testdata/publish.csv
@@ -0,0 +1,10000 @@
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+"CCC","message9546_xxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxx"
+"CCC","message9547"
+"CCC","message9548"
+"CCC","message9549"
+"CCC","message9550"
+"CCC","message9551"
+"CCC","message9552"
+"CCC","message9553"
+"CCC","message9554"
+"CCC","message9555"
+"CCC","message9556_xxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxx"
+"CCC","message9557"
+"CCC","message9558"
+"CCC","message9559"
+"CCC","message9560"
+"CCC","message9561"
+"CCC","message9562"
+"CCC","message9563"
+"CCC","message9564"
+"CCC","message9565"
+"CCC","message9566_xxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxx"
+"CCC","message9567"
+"CCC","message9568"
+"CCC","message9569"
+"CCC","message9570"
+"CCC","message9571"
+"CCC","message9572"
+"CCC","message9573"
+"CCC","message9574"
+"CCC","message9575"
+"CCC","message9576_xxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxx"
+"CCC","message9577"
+"CCC","message9578"
+"CCC","message9579"
+"CCC","message9580"
+"CCC","message9581"
+"CCC","message9582"
+"CCC","message9583"
+"CCC","message9584"
+"CCC","message9585"
+"CCC","message9586_xxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxx"
+"CCC","message9587"
+"CCC","message9588"
+"CCC","message9589"
+"CCC","message9590"
+"CCC","message9591"
+"CCC","message9592"
+"CCC","message9593"
+"CCC","message9594"
+"CCC","message9595"
+"CCC","message9596_xxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxx"
+"CCC","message9597"
+"CCC","message9598"
+"CCC","message9599"
+"CCC","message9600_xxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxx"
+"DDD","message9601"
+"DDD","message9602"
+"DDD","message9603"
+"DDD","message9604"
+"DDD","message9605"
+"DDD","message9606_xxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxx"
+"DDD","message9607"
+"DDD","message9608"
+"DDD","message9609"
+"DDD","message9610"
+"DDD","message9611"
+"DDD","message9612"
+"DDD","message9613"
+"DDD","message9614"
+"DDD","message9615"
+"DDD","message9616_xxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxx"
+"DDD","message9617"
+"DDD","message9618"
+"DDD","message9619"
+"DDD","message9620"
+"DDD","message9621"
+"DDD","message9622"
+"DDD","message9623"
+"DDD","message9624"
+"DDD","message9625"
+"DDD","message9626_xxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxx"
+"DDD","message9627"
+"DDD","message9628"
+"DDD","message9629"
+"DDD","message9630"
+"DDD","message9631"
+"DDD","message9632"
+"DDD","message9633"
+"DDD","message9634"
+"DDD","message9635"
+"DDD","message9636_xxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxx"
+"DDD","message9637"
+"DDD","message9638"
+"DDD","message9639"
+"DDD","message9640"
+"DDD","message9641"
+"DDD","message9642"
+"DDD","message9643"
+"DDD","message9644"
+"DDD","message9645"
+"DDD","message9646_xxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxx"
+"DDD","message9647"
+"DDD","message9648"
+"DDD","message9649"
+"DDD","message9650"
+"DDD","message9651"
+"DDD","message9652"
+"DDD","message9653"
+"DDD","message9654"
+"DDD","message9655"
+"DDD","message9656_xxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxx"
+"DDD","message9657"
+"DDD","message9658"
+"DDD","message9659"
+"DDD","message9660"
+"DDD","message9661"
+"DDD","message9662"
+"DDD","message9663"
+"DDD","message9664"
+"DDD","message9665"
+"DDD","message9666_xxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxx"
+"DDD","message9667"
+"DDD","message9668"
+"DDD","message9669"
+"DDD","message9670"
+"DDD","message9671"
+"DDD","message9672"
+"DDD","message9673"
+"DDD","message9674"
+"DDD","message9675"
+"DDD","message9676_xxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxx"
+"DDD","message9677"
+"DDD","message9678"
+"DDD","message9679"
+"DDD","message9680"
+"DDD","message9681"
+"DDD","message9682"
+"DDD","message9683"
+"DDD","message9684"
+"DDD","message9685"
+"DDD","message9686_xxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxx"
+"DDD","message9687"
+"DDD","message9688"
+"DDD","message9689"
+"DDD","message9690"
+"DDD","message9691"
+"DDD","message9692"
+"DDD","message9693"
+"DDD","message9694"
+"DDD","message9695"
+"DDD","message9696_xxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxx"
+"DDD","message9697"
+"DDD","message9698"
+"DDD","message9699"
+"DDD","message9700_xxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxx"
+"DDD","message9701"
+"DDD","message9702"
+"DDD","message9703"
+"DDD","message9704"
+"DDD","message9705"
+"DDD","message9706_xxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxx"
+"DDD","message9707"
+"DDD","message9708"
+"DDD","message9709"
+"DDD","message9710"
+"DDD","message9711"
+"DDD","message9712"
+"DDD","message9713"
+"DDD","message9714"
+"DDD","message9715"
+"DDD","message9716_xxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxx"
+"DDD","message9717"
+"DDD","message9718"
+"DDD","message9719"
+"DDD","message9720"
+"DDD","message9721"
+"DDD","message9722"
+"DDD","message9723"
+"DDD","message9724"
+"DDD","message9725"
+"DDD","message9726_xxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxx"
+"DDD","message9727"
+"DDD","message9728"
+"DDD","message9729"
+"DDD","message9730"
+"DDD","message9731"
+"DDD","message9732"
+"DDD","message9733"
+"DDD","message9734"
+"DDD","message9735"
+"DDD","message9736_xxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxx"
+"DDD","message9737"
+"DDD","message9738"
+"DDD","message9739"
+"DDD","message9740"
+"DDD","message9741"
+"DDD","message9742"
+"DDD","message9743"
+"DDD","message9744"
+"DDD","message9745"
+"DDD","message9746_xxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxx"
+"DDD","message9747"
+"DDD","message9748"
+"DDD","message9749"
+"DDD","message9750"
+"DDD","message9751"
+"DDD","message9752"
+"DDD","message9753"
+"DDD","message9754"
+"DDD","message9755"
+"DDD","message9756_xxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxx"
+"DDD","message9757"
+"DDD","message9758"
+"DDD","message9759"
+"DDD","message9760"
+"DDD","message9761"
+"DDD","message9762"
+"DDD","message9763"
+"DDD","message9764"
+"DDD","message9765"
+"DDD","message9766_xxxx"
+"DDD","message9767"
+"DDD","message9768"
+"DDD","message9769"
+"DDD","message9770"
+"DDD","message9771"
+"DDD","message9772"
+"DDD","message9773"
+"DDD","message9774"
+"DDD","message9775"
+"DDD","message9776_xxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxx"
+"DDD","message9777"
+"DDD","message9778"
+"DDD","message9779"
+"DDD","message9780"
+"DDD","message9781"
+"DDD","message9782"
+"DDD","message9783"
+"DDD","message9784"
+"DDD","message9785"
+"DDD","message9786_xxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxx"
+"DDD","message9787"
+"DDD","message9788"
+"DDD","message9789"
+"DDD","message9790"
+"DDD","message9791"
+"DDD","message9792"
+"DDD","message9793"
+"DDD","message9794"
+"DDD","message9795"
+"DDD","message9796_xxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxx"
+"DDD","message9797"
+"DDD","message9798"
+"DDD","message9799"
+"DDD","message9800_xxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxx"
+"DDD","message9801"
+"DDD","message9802"
+"DDD","message9803"
+"DDD","message9804"
+"DDD","message9805"
+"DDD","message9806_xxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxx"
+"DDD","message9807"
+"DDD","message9808"
+"DDD","message9809"
+"DDD","message9810"
+"DDD","message9811"
+"DDD","message9812"
+"DDD","message9813"
+"DDD","message9814"
+"DDD","message9815"
+"DDD","message9816_xxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxx"
+"DDD","message9817"
+"DDD","message9818"
+"DDD","message9819"
+"DDD","message9820"
+"DDD","message9821"
+"DDD","message9822"
+"DDD","message9823"
+"DDD","message9824"
+"DDD","message9825"
+"DDD","message9826_xxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxx"
+"DDD","message9827"
+"DDD","message9828"
+"DDD","message9829"
+"DDD","message9830"
+"DDD","message9831"
+"DDD","message9832"
+"DDD","message9833"
+"DDD","message9834"
+"DDD","message9835"
+"DDD","message9836_xxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxx"
+"DDD","message9837"
+"DDD","message9838"
+"DDD","message9839"
+"DDD","message9840"
+"DDD","message9841"
+"DDD","message9842"
+"DDD","message9843"
+"DDD","message9844"
+"DDD","message9845"
+"DDD","message9846_xxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxx"
+"DDD","message9847"
+"DDD","message9848"
+"DDD","message9849"
+"DDD","message9850"
+"DDD","message9851"
+"DDD","message9852"
+"DDD","message9853"
+"DDD","message9854"
+"DDD","message9855"
+"DDD","message9856_xxx"
+"DDD","message9857"
+"DDD","message9858"
+"DDD","message9859"
+"DDD","message9860"
+"DDD","message9861"
+"DDD","message9862"
+"DDD","message9863"
+"DDD","message9864"
+"DDD","message9865"
+"DDD","message9866_xxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxx"
+"DDD","message9867"
+"DDD","message9868"
+"DDD","message9869"
+"DDD","message9870"
+"DDD","message9871"
+"DDD","message9872"
+"DDD","message9873"
+"DDD","message9874"
+"DDD","message9875"
+"DDD","message9876_xxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxx"
+"DDD","message9877"
+"DDD","message9878"
+"DDD","message9879"
+"DDD","message9880"
+"DDD","message9881"
+"DDD","message9882"
+"DDD","message9883"
+"DDD","message9884"
+"DDD","message9885"
+"DDD","message9886_xxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxx"
+"DDD","message9887"
+"DDD","message9888"
+"DDD","message9889"
+"DDD","message9890"
+"DDD","message9891"
+"DDD","message9892"
+"DDD","message9893"
+"DDD","message9894"
+"DDD","message9895"
+"DDD","message9896_xxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxx"
+"DDD","message9897"
+"DDD","message9898"
+"DDD","message9899"
+"DDD","message9900_xxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxx"
+"DDD","message9901"
+"DDD","message9902"
+"DDD","message9903"
+"DDD","message9904"
+"DDD","message9905"
+"DDD","message9906_xxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxx"
+"DDD","message9907"
+"DDD","message9908"
+"DDD","message9909"
+"DDD","message9910"
+"DDD","message9911"
+"DDD","message9912"
+"DDD","message9913"
+"DDD","message9914"
+"DDD","message9915"
+"DDD","message9916_xxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxx"
+"DDD","message9917"
+"DDD","message9918"
+"DDD","message9919"
+"DDD","message9920"
+"DDD","message9921"
+"DDD","message9922"
+"DDD","message9923"
+"DDD","message9924"
+"DDD","message9925"
+"DDD","message9926_xxxxxxxxxxxxxxxxxxxxxxxxxxx"
+"DDD","message9927"
+"DDD","message9928"
+"DDD","message9929"
+"DDD","message9930"
+"DDD","message9931"
+"DDD","message9932"
+"DDD","message9933"
+"DDD","message9934"
+"DDD","message9935"
+"DDD","message9936_xxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxx"
+"DDD","message9937"
+"DDD","message9938"
+"DDD","message9939"
+"DDD","message9940"
+"DDD","message9941"
+"DDD","message9942"
+"DDD","message9943"
+"DDD","message9944"
+"DDD","message9945"
+"DDD","message9946_xxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxx"
+"DDD","message9947"
+"DDD","message9948"
+"DDD","message9949"
+"DDD","message9950"
+"DDD","message9951"
+"DDD","message9952"
+"DDD","message9953"
+"DDD","message9954"
+"DDD","message9955"
+"DDD","message9956_xxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxx"
+"DDD","message9957"
+"DDD","message9958"
+"DDD","message9959"
+"DDD","message9960"
+"DDD","message9961"
+"DDD","message9962"
+"DDD","message9963"
+"DDD","message9964"
+"DDD","message9965"
+"DDD","message9966_xxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxx"
+"DDD","message9967"
+"DDD","message9968"
+"DDD","message9969"
+"DDD","message9970"
+"DDD","message9971"
+"DDD","message9972"
+"DDD","message9973"
+"DDD","message9974"
+"DDD","message9975"
+"DDD","message9976_xxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxx"
+"DDD","message9977"
+"DDD","message9978"
+"DDD","message9979"
+"DDD","message9980"
+"DDD","message9981"
+"DDD","message9982"
+"DDD","message9983"
+"DDD","message9984"
+"DDD","message9985"
+"DDD","message9986_xxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxx"
+"DDD","message9987"
+"DDD","message9988"
+"DDD","message9989"
+"DDD","message9990"
+"DDD","message9991"
+"DDD","message9992"
+"DDD","message9993"
+"DDD","message9994"
+"DDD","message9995"
+"DDD","message9996_xxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxx"
+"DDD","message9997"
+"DDD","message9998"
+"DDD","message9999"
+"DDD","message10000_xxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxx"
diff --git a/pubsub/topic.go b/pubsub/topic.go
index e03e227..a78434e 100644
--- a/pubsub/topic.go
+++ b/pubsub/topic.go
@@ -25,6 +25,7 @@
"time"
"cloud.google.com/go/iam"
+ "cloud.google.com/go/pubsub/internal/scheduler"
"github.com/golang/protobuf/proto"
gax "github.com/googleapis/gax-go/v2"
"go.opencensus.io/stats"
@@ -62,9 +63,12 @@
// first call to Publish. The default is DefaultPublishSettings.
PublishSettings PublishSettings
- mu sync.RWMutex
- stopped bool
- bundler *bundler.Bundler
+ mu sync.RWMutex
+ stopped bool
+ scheduler *scheduler.PublishScheduler
+
+ // EnableMessageOrdering enables delivery of ordered keys.
+ EnableMessageOrdering bool
}
// PublishSettings control the bundling of published messages.
@@ -80,7 +84,9 @@
// Publish a batch when its size in bytes reaches this value.
ByteThreshold int
- // The number of goroutines that invoke the Publish RPC concurrently.
+ // The number of goroutines used in each of the data structures that are
+ // involved along the the Publish path. Adjusting this value adjusts
+ // concurrency along the publish path.
//
// Defaults to a multiple of GOMAXPROCS.
NumGoroutines int
@@ -386,6 +392,10 @@
// need to be stopped by calling t.Stop(). Once stopped, future calls to Publish
// will immediately return a PublishResult with an error.
func (t *Topic) Publish(ctx context.Context, msg *Message) *PublishResult {
+ if !t.EnableMessageOrdering && msg.OrderingKey != "" {
+ return &PublishResult{err: errors.New("Topic.EnableMessageOrdering=false, but an OrderingKey was set in Message. Please remove the OrderingKey or turn on Topic.EnableMessageOrdering")}
+ }
+
// Use a PublishRequest with only the Messages field to calculate the size
// of an individual message. This accurately calculates the size of the
// encoded proto message by accounting for the length of an individual
@@ -394,8 +404,9 @@
msg.size = proto.Size(&pb.PublishRequest{
Messages: []*pb.PubsubMessage{
{
- Data: msg.Data,
- Attributes: msg.Attributes,
+ Data: msg.Data,
+ Attributes: msg.Attributes,
+ OrderingKey: msg.OrderingKey,
},
},
})
@@ -411,7 +422,7 @@
// TODO(jba) [from bcmills] consider using a shared channel per bundle
// (requires Bundler API changes; would reduce allocations)
- err := t.bundler.Add(&bundledMessage{msg, r}, msg.size)
+ err := t.scheduler.Add(msg.OrderingKey, &bundledMessage{msg, r}, msg.size)
if err != nil {
r.set("", err)
}
@@ -423,13 +434,13 @@
// failed to be sent.
func (t *Topic) Stop() {
t.mu.Lock()
- noop := t.stopped || t.bundler == nil
+ noop := t.stopped || t.scheduler == nil
t.stopped = true
t.mu.Unlock()
if noop {
return
}
- t.bundler.Flush()
+ t.scheduler.FlushAndStop()
}
// A PublishResult holds the result from a call to Publish.
@@ -473,7 +484,7 @@
func (t *Topic) initBundler() {
t.mu.RLock()
- noop := t.stopped || t.bundler != nil
+ noop := t.stopped || t.scheduler != nil
t.mu.RUnlock()
if noop {
return
@@ -481,12 +492,21 @@
t.mu.Lock()
defer t.mu.Unlock()
// Must re-check, since we released the lock.
- if t.stopped || t.bundler != nil {
+ if t.stopped || t.scheduler != nil {
return
}
timeout := t.PublishSettings.Timeout
- t.bundler = bundler.NewBundler(&bundledMessage{}, func(items interface{}) {
+
+ workers := t.PublishSettings.NumGoroutines
+ // Unless overridden, allow many goroutines per CPU to call the Publish RPC
+ // concurrently. The default value was determined via extensive load
+ // testing (see the loadtest subdirectory).
+ if t.PublishSettings.NumGoroutines == 0 {
+ workers = 25 * runtime.GOMAXPROCS(0)
+ }
+
+ t.scheduler = scheduler.NewPublishScheduler(workers, func(bundle interface{}) {
// TODO(jba): use a context detached from the one passed to NewClient.
ctx := context.TODO()
if timeout != 0 {
@@ -494,30 +514,22 @@
ctx, cancel = context.WithTimeout(ctx, timeout)
defer cancel()
}
- t.publishMessageBundle(ctx, items.([]*bundledMessage))
+ t.publishMessageBundle(ctx, bundle.([]*bundledMessage))
})
- t.bundler.DelayThreshold = t.PublishSettings.DelayThreshold
- t.bundler.BundleCountThreshold = t.PublishSettings.CountThreshold
- if t.bundler.BundleCountThreshold > MaxPublishRequestCount {
- t.bundler.BundleCountThreshold = MaxPublishRequestCount
+ t.scheduler.DelayThreshold = t.PublishSettings.DelayThreshold
+ t.scheduler.BundleCountThreshold = t.PublishSettings.CountThreshold
+ if t.scheduler.BundleCountThreshold > MaxPublishRequestCount {
+ t.scheduler.BundleCountThreshold = MaxPublishRequestCount
}
- t.bundler.BundleByteThreshold = t.PublishSettings.ByteThreshold
+ t.scheduler.BundleByteThreshold = t.PublishSettings.ByteThreshold
bufferedByteLimit := DefaultPublishSettings.BufferedByteLimit
if t.PublishSettings.BufferedByteLimit > 0 {
bufferedByteLimit = t.PublishSettings.BufferedByteLimit
}
- t.bundler.BufferedByteLimit = bufferedByteLimit
+ t.scheduler.BufferedByteLimit = bufferedByteLimit
- // Set the bundler's max size per payload, accounting for topic name's overhead.
- t.bundler.BundleByteLimit = MaxPublishRequestBytes - calcFieldSizeString(t.name)
- // Unless overridden, allow many goroutines per CPU to call the Publish RPC concurrently.
- // The default value was determined via extensive load testing (see the loadtest subdirectory).
- if t.PublishSettings.NumGoroutines > 0 {
- t.bundler.HandlerLimit = t.PublishSettings.NumGoroutines
- } else {
- t.bundler.HandlerLimit = 25 * runtime.GOMAXPROCS(0)
- }
+ t.scheduler.BundleByteLimit = MaxPublishRequestBytes - calcFieldSizeString(t.name)
}
func (t *Topic) publishMessageBundle(ctx context.Context, bms []*bundledMessage) {
@@ -528,8 +540,9 @@
pbMsgs := make([]*pb.PubsubMessage, len(bms))
for i, bm := range bms {
pbMsgs[i] = &pb.PubsubMessage{
- Data: bm.msg.Data,
- Attributes: bm.msg.Attributes,
+ Data: bm.msg.Data,
+ Attributes: bm.msg.Attributes,
+ OrderingKey: bm.msg.OrderingKey,
}
bm.msg = nil // release bm.msg for GC
}
