diff --git a/clientlibrary/checkpoint/checkpointer.go b/clientlibrary/checkpoint/checkpointer.go index 1a31e84..9372953 100644 --- a/clientlibrary/checkpoint/checkpointer.go +++ b/clientlibrary/checkpoint/checkpointer.go @@ -20,7 +20,7 @@ // Package checkpoint // The implementation is derived from https://github.com/patrobinson/gokini // -// # Copyright 2018 Patrick robinson +// Copyright 2018 Patrick robinson. // // Permission is hereby granted, free of charge, to any person obtaining a copy of this software and associated documentation files (the "Software"), to deal in the Software without restriction, including without limitation the rights to use, copy, modify, merge, publish, distribute, sublicense, and/or sell copies of the Software, and to permit persons to whom the Software is furnished to do so, subject to the following conditions: // @@ -79,6 +79,9 @@ type Checkpointer interface { // RemoveLeaseOwner to remove lease owner for the shard entry to make the shard available for reassignment RemoveLeaseOwner(string) error + // GetLeaseOwner to get current owner of lease for shard + GetLeaseOwner(string) (string, error) + // ListActiveWorkers returns active workers and their shards (New Lease Stealing Methods) ListActiveWorkers(map[string]*par.ShardStatus) (map[string][]*par.ShardStatus, error) diff --git a/clientlibrary/checkpoint/dynamodb-checkpointer.go b/clientlibrary/checkpoint/dynamodb-checkpointer.go index ccf77c9..829b1e9 100644 --- a/clientlibrary/checkpoint/dynamodb-checkpointer.go +++ b/clientlibrary/checkpoint/dynamodb-checkpointer.go @@ -20,7 +20,7 @@ // Package checkpoint // The implementation is derived from https://github.com/patrobinson/gokini // -// # Copyright 2018 Patrick robinson +// Copyright 2018 Patrick robinson. // // Permission is hereby granted, free of charge, to any person obtaining a copy of this software and associated documentation files (the "Software"), to deal in the Software without restriction, including without limitation the rights to use, copy, modify, merge, publish, distribute, sublicense, and/or sell copies of the Software, and to permit persons to whom the Software is furnished to do so, subject to the following conditions: // @@ -51,6 +51,10 @@ const ( NumMaxRetries = 10 ) +var ( + NoLeaseOwnerErr = errors.New("no LeaseOwner in checkpoints table") +) + // DynamoCheckpoint implements the Checkpoint interface using DynamoDB as a backend type DynamoCheckpoint struct { log logger.Logger @@ -129,7 +133,7 @@ func (checkpointer *DynamoCheckpoint) Init() error { // GetLease attempts to gain a lock on the given shard func (checkpointer *DynamoCheckpoint) GetLease(shard *par.ShardStatus, newAssignTo string) error { newLeaseTimeout := time.Now().Add(time.Duration(checkpointer.LeaseDuration) * time.Millisecond).UTC() - newLeaseTimeoutString := newLeaseTimeout.Format(time.RFC3339) + newLeaseTimeoutString := newLeaseTimeout.Format(time.RFC3339Nano) currentCheckpoint, err := checkpointer.getItem(shard.ID) if err != nil { return err @@ -161,7 +165,7 @@ func (checkpointer *DynamoCheckpoint) GetLease(shard *par.ShardStatus, newAssign assignedTo := assignedVar.(*types.AttributeValueMemberS).Value leaseTimeout := leaseVar.(*types.AttributeValueMemberS).Value - currentLeaseTimeout, err := time.Parse(time.RFC3339, leaseTimeout) + currentLeaseTimeout, err := time.Parse(time.RFC3339Nano, leaseTimeout) if err != nil { return err } @@ -246,7 +250,7 @@ func (checkpointer *DynamoCheckpoint) GetLease(shard *par.ShardStatus, newAssign // CheckpointSequence writes a checkpoint at the designated sequence ID func (checkpointer *DynamoCheckpoint) CheckpointSequence(shard *par.ShardStatus) error { - leaseTimeout := shard.GetLeaseTimeout().UTC().Format(time.RFC3339) + leaseTimeout := shard.GetLeaseTimeout().UTC().Format(time.RFC3339Nano) marshalledCheckpoint := map[string]types.AttributeValue{ LeaseKeyKey: &types.AttributeValueMemberS{ Value: shard.ID, @@ -290,7 +294,7 @@ func (checkpointer *DynamoCheckpoint) FetchCheckpoint(shard *par.ShardStatus) er // Use up-to-date leaseTimeout to avoid ConditionalCheckFailedException when claiming if leaseTimeout, ok := checkpoint[LeaseTimeoutKey]; ok && leaseTimeout.(*types.AttributeValueMemberS).Value != "" { - currentLeaseTimeout, err := time.Parse(time.RFC3339, leaseTimeout.(*types.AttributeValueMemberS).Value) + currentLeaseTimeout, err := time.Parse(time.RFC3339Nano, leaseTimeout.(*types.AttributeValueMemberS).Value) if err != nil { return err } @@ -336,6 +340,23 @@ func (checkpointer *DynamoCheckpoint) RemoveLeaseOwner(shardID string) error { return err } +// GetLeaseOwner returns current lease owner of given shard in checkpoints table +func (checkpointer *DynamoCheckpoint) GetLeaseOwner(shardID string) (string, error) { + currentCheckpoint, err := checkpointer.getItem(shardID) + if err != nil { + return "", err + } + + assignedVar, assignedToOk := currentCheckpoint[LeaseOwnerKey] + + if !assignedToOk { + return "", NoLeaseOwnerErr + } + + return assignedVar.(*types.AttributeValueMemberS).Value, nil + +} + // ListActiveWorkers returns a map of workers and their shards func (checkpointer *DynamoCheckpoint) ListActiveWorkers(shardStatus map[string]*par.ShardStatus) (map[string][]*par.ShardStatus, error) { err := checkpointer.syncLeases(shardStatus) @@ -370,7 +391,7 @@ func (checkpointer *DynamoCheckpoint) ClaimShard(shard *par.ShardStatus, claimID if err != nil && err != ErrSequenceIDNotFound { return err } - leaseTimeoutString := shard.GetLeaseTimeout().Format(time.RFC3339) + leaseTimeoutString := shard.GetLeaseTimeout().Format(time.RFC3339Nano) conditionalExpression := `ShardID = :id AND LeaseTimeout = :lease_timeout AND attribute_not_exists(ClaimRequest)` expressionAttributeValues := map[string]types.AttributeValue{ @@ -441,6 +462,12 @@ func (checkpointer *DynamoCheckpoint) syncLeases(shardStatus map[string]*par.Sha } scanOutput, err := checkpointer.svc.Scan(context.TODO(), input) + + if err != nil { + log.Debugf("Error performing DynamoDB Scan. Error: %+v ", err) + return err + } + results := scanOutput.Items for _, result := range results { shardId, foundShardId := result[LeaseKeyKey] @@ -456,10 +483,6 @@ func (checkpointer *DynamoCheckpoint) syncLeases(shardStatus map[string]*par.Sha } } - if err != nil { - log.Debugf("Error performing SyncLeases. Error: %+v ", err) - return err - } log.Debugf("Lease sync completed. Next lease sync will occur in %s", time.Duration(checkpointer.kclConfig.LeaseSyncingTimeIntervalMillis)*time.Millisecond) return nil } diff --git a/clientlibrary/checkpoint/mock-dynamodb_test.go b/clientlibrary/checkpoint/mock-dynamodb_test.go index eb9e17c..76f1b13 100644 --- a/clientlibrary/checkpoint/mock-dynamodb_test.go +++ b/clientlibrary/checkpoint/mock-dynamodb_test.go @@ -19,7 +19,7 @@ // The implementation is derived from https://github.com/patrobinson/gokini // -// Copyright 2018 Patrick robinson +// Copyright 2018 Patrick robinson. // // Permission is hereby granted, free of charge, to any person obtaining a copy of this software and associated documentation files (the "Software"), to deal in the Software without restriction, including without limitation the rights to use, copy, modify, merge, publish, distribute, sublicense, and/or sell copies of the Software, and to permit persons to whom the Software is furnished to do so, subject to the following conditions: // diff --git a/clientlibrary/config/config.go b/clientlibrary/config/config.go index 5727845..97de936 100644 --- a/clientlibrary/config/config.go +++ b/clientlibrary/config/config.go @@ -69,6 +69,9 @@ const ( // DefaultLeaseRefreshPeriodMillis Period before the end of lease during which a lease is refreshed by the owner. DefaultLeaseRefreshPeriodMillis = 5000 + // DefaultLeaseRefreshWaitTime is the period of time to wait before async lease renewal attempt + DefaultLeaseRefreshWaitTime = 2500 + // DefaultMaxRecords Max records to fetch from Kinesis in a single GetRecords call. DefaultMaxRecords = 10000 @@ -136,6 +139,9 @@ const ( // DefaultLeaseSyncingIntervalMillis Number of milliseconds to wait before syncing with lease table (dynamodDB) DefaultLeaseSyncingIntervalMillis = 60000 + + // DefaultMaxRetryCount The default maximum number of retries in case of error + DefaultMaxRetryCount = 5 ) type ( @@ -213,6 +219,9 @@ type ( // LeaseRefreshPeriodMillis is the period before the end of lease during which a lease is refreshed by the owner. LeaseRefreshPeriodMillis int + // LeaseRefreshWaitTime is the period of time to wait before async lease renewal attempt + LeaseRefreshWaitTime int + // MaxRecords Max records to read per Kinesis getRecords() call MaxRecords int @@ -283,6 +292,9 @@ type ( // LeaseSyncingTimeInterval The number of milliseconds to wait before syncing with lease table (dynamoDB) LeaseSyncingTimeIntervalMillis int + + // MaxRetryCount The maximum number of retries in case of error + MaxRetryCount int } ) diff --git a/clientlibrary/config/kcl-config.go b/clientlibrary/config/kcl-config.go index a7408b6..71ba4eb 100644 --- a/clientlibrary/config/kcl-config.go +++ b/clientlibrary/config/kcl-config.go @@ -102,6 +102,8 @@ func NewKinesisClientLibConfigWithCredentials(applicationName, streamName, regio LeaseStealingIntervalMillis: DefaultLeaseStealingIntervalMillis, LeaseStealingClaimTimeoutMillis: DefaultLeaseStealingClaimTimeoutMillis, LeaseSyncingTimeIntervalMillis: DefaultLeaseSyncingIntervalMillis, + LeaseRefreshWaitTime: DefaultLeaseRefreshWaitTime, + MaxRetryCount: DefaultMaxRetryCount, Logger: logger.GetDefaultLogger(), } } @@ -148,6 +150,12 @@ func (c *KinesisClientLibConfiguration) WithLeaseRefreshPeriodMillis(leaseRefres return c } +func (c *KinesisClientLibConfiguration) WithLeaseRefreshWaitTime(leaseRefreshWaitTime int) *KinesisClientLibConfiguration { + checkIsValuePositive("LeaseRefreshWaitTime", leaseRefreshWaitTime) + c.LeaseRefreshWaitTime = leaseRefreshWaitTime + return c +} + func (c *KinesisClientLibConfiguration) WithShardSyncIntervalMillis(shardSyncIntervalMillis int) *KinesisClientLibConfiguration { checkIsValuePositive("ShardSyncIntervalMillis", shardSyncIntervalMillis) c.ShardSyncIntervalMillis = shardSyncIntervalMillis @@ -211,6 +219,13 @@ func (c *KinesisClientLibConfiguration) WithLogger(logger logger.Logger) *Kinesi return c } +// WithMaxRetryCount sets the max retry count in case of error. +func (c *KinesisClientLibConfiguration) WithMaxRetryCount(maxRetryCount int) *KinesisClientLibConfiguration { + checkIsValuePositive("maxRetryCount", maxRetryCount) + c.MaxRetryCount = maxRetryCount + return c +} + // WithMonitoringService sets the monitoring service to use to publish metrics. func (c *KinesisClientLibConfiguration) WithMonitoringService(mService metrics.MonitoringService) *KinesisClientLibConfiguration { // Nil case is handled downward (at worker creation) so no need to do it here. diff --git a/clientlibrary/metrics/cloudwatch/cloudwatch.go b/clientlibrary/metrics/cloudwatch/cloudwatch.go index c7209fd..1dec6e5 100644 --- a/clientlibrary/metrics/cloudwatch/cloudwatch.go +++ b/clientlibrary/metrics/cloudwatch/cloudwatch.go @@ -20,7 +20,7 @@ // Package cloudwatch // The implementation is derived from https://github.com/patrobinson/gokini // -// # Copyright 2018 Patrick robinson +// Copyright 2018 Patrick robinson. // // Permission is hereby granted, free of charge, to any person obtaining a copy of this software and associated documentation files (the "Software"), to deal in the Software without restriction, including without limitation the rights to use, copy, modify, merge, publish, distribute, sublicense, and/or sell copies of the Software, and to permit persons to whom the Software is furnished to do so, subject to the following conditions: // diff --git a/clientlibrary/metrics/interfaces.go b/clientlibrary/metrics/interfaces.go index 8762a49..47ec490 100644 --- a/clientlibrary/metrics/interfaces.go +++ b/clientlibrary/metrics/interfaces.go @@ -20,7 +20,7 @@ // Package metrics // The implementation is derived from https://github.com/patrobinson/gokini // -// Copyright 2018 Patrick robinson +// Copyright 2018 Patrick robinson. // // Permission is hereby granted, free of charge, to any person obtaining a copy of this software and associated documentation files (the "Software"), to deal in the Software without restriction, including without limitation the rights to use, copy, modify, merge, publish, distribute, sublicense, and/or sell copies of the Software, and to permit persons to whom the Software is furnished to do so, subject to the following conditions: // @@ -35,6 +35,7 @@ type MonitoringService interface { IncrRecordsProcessed(shard string, count int) IncrBytesProcessed(shard string, count int64) MillisBehindLatest(shard string, milliSeconds float64) + DeleteMetricMillisBehindLatest(shard string) LeaseGained(shard string) LeaseLost(shard string) LeaseRenewed(shard string) @@ -53,6 +54,7 @@ func (NoopMonitoringService) Shutdown() {} func (NoopMonitoringService) IncrRecordsProcessed(_ string, _ int) {} func (NoopMonitoringService) IncrBytesProcessed(_ string, _ int64) {} func (NoopMonitoringService) MillisBehindLatest(_ string, _ float64) {} +func (NoopMonitoringService) DeleteMetricMillisBehindLatest(_ string) {} func (NoopMonitoringService) LeaseGained(_ string) {} func (NoopMonitoringService) LeaseLost(_ string) {} func (NoopMonitoringService) LeaseRenewed(_ string) {} diff --git a/clientlibrary/metrics/prometheus/prometheus.go b/clientlibrary/metrics/prometheus/prometheus.go index 9ddd2c2..efe4850 100644 --- a/clientlibrary/metrics/prometheus/prometheus.go +++ b/clientlibrary/metrics/prometheus/prometheus.go @@ -20,7 +20,7 @@ // Package prometheus // The implementation is derived from https://github.com/patrobinson/gokini // -// # Copyright 2018 Patrick robinson +// Copyright 2018 Patrick robinson. // // Permission is hereby granted, free of charge, to any person obtaining a copy of this software and associated documentation files (the "Software"), to deal in the Software without restriction, including without limitation the rights to use, copy, modify, merge, publish, distribute, sublicense, and/or sell copies of the Software, and to permit persons to whom the Software is furnished to do so, subject to the following conditions: // @@ -147,6 +147,10 @@ func (p *MonitoringService) MillisBehindLatest(shard string, millSeconds float64 p.behindLatestMillis.With(prom.Labels{"shard": shard, "kinesisStream": p.streamName}).Set(millSeconds) } +func (p *MonitoringService) DeleteMetricMillisBehindLatest(shard string) { + p.behindLatestMillis.Delete(prom.Labels{"shard": shard, "kinesisStream": p.streamName}) +} + func (p *MonitoringService) LeaseGained(shard string) { p.leasesHeld.With(prom.Labels{"shard": shard, "kinesisStream": p.streamName, "workerID": p.workerID}).Inc() } diff --git a/clientlibrary/partition/partition.go b/clientlibrary/partition/partition.go index e9f8345..c351b36 100644 --- a/clientlibrary/partition/partition.go +++ b/clientlibrary/partition/partition.go @@ -20,7 +20,7 @@ // Package partition // The implementation is derived from https://github.com/patrobinson/gokini // -// # Copyright 2018 Patrick robinson +// Copyright 2018 Patrick robinson. // // Permission is hereby granted, free of charge, to any person obtaining a copy of this software and associated documentation files (the "Software"), to deal in the Software without restriction, including without limitation the rights to use, copy, modify, merge, publish, distribute, sublicense, and/or sell copies of the Software, and to permit persons to whom the Software is furnished to do so, subject to the following conditions: // diff --git a/clientlibrary/worker/common-shard-consumer.go b/clientlibrary/worker/common-shard-consumer.go index 5e6c816..aa2875a 100644 --- a/clientlibrary/worker/common-shard-consumer.go +++ b/clientlibrary/worker/common-shard-consumer.go @@ -21,6 +21,7 @@ package worker import ( + "context" "sync" "time" @@ -40,10 +41,16 @@ type shardConsumer interface { getRecords() error } +type KinesisSubscriberGetter interface { + SubscribeToShard(ctx context.Context, params *kinesis.SubscribeToShardInput, optFns ...func(*kinesis.Options)) (*kinesis.SubscribeToShardOutput, error) + GetShardIterator(ctx context.Context, params *kinesis.GetShardIteratorInput, optFns ...func(*kinesis.Options)) (*kinesis.GetShardIteratorOutput, error) + GetRecords(ctx context.Context, params *kinesis.GetRecordsInput, optFns ...func(*kinesis.Options)) (*kinesis.GetRecordsOutput, error) +} + // commonShardConsumer implements common functionality for regular and enhanced fan-out consumers type commonShardConsumer struct { shard *par.ShardStatus - kc *kinesis.Client + kc KinesisSubscriberGetter checkpointer chk.Checkpointer recordProcessor kcl.IRecordProcessor kclConfig *config.KinesisClientLibConfiguration @@ -51,7 +58,7 @@ type commonShardConsumer struct { } // Cleanup the internal lease cache -func (sc *commonShardConsumer) releaseLease() { +func (sc *commonShardConsumer) releaseLease(shard string) { log := sc.kclConfig.Logger log.Infof("Release lease for shard %s", sc.shard.ID) sc.shard.SetLeaseOwner("") @@ -59,10 +66,11 @@ func (sc *commonShardConsumer) releaseLease() { // Release the lease by wiping out the lease owner for the shard // Note: we don't need to do anything in case of error here and shard lease will eventually be expired. if err := sc.checkpointer.RemoveLeaseOwner(sc.shard.ID); err != nil { - log.Errorf("Failed to release shard lease or shard: %s Error: %+v", sc.shard.ID, err) + log.Debugf("Failed to release shard lease or shard: %s Error: %+v", sc.shard.ID, err) } // reporting lease lose metrics + sc.mService.DeleteMetricMillisBehindLatest(shard) sc.mService.LeaseLost(sc.shard.ID) } @@ -165,7 +173,6 @@ func (sc *commonShardConsumer) processRecords(getRecordsStartTime time.Time, rec input.CacheEntryTime = &getRecordsStartTime input.CacheExitTime = &processRecordsStartTime sc.recordProcessor.ProcessRecords(input) - processedRecordsTiming := time.Since(processRecordsStartTime).Milliseconds() sc.mService.RecordProcessRecordsTime(sc.shard.ID, float64(processedRecordsTiming)) } diff --git a/clientlibrary/worker/fan-out-shard-consumer.go b/clientlibrary/worker/fan-out-shard-consumer.go index 1d1596f..e882485 100644 --- a/clientlibrary/worker/fan-out-shard-consumer.go +++ b/clientlibrary/worker/fan-out-shard-consumer.go @@ -46,7 +46,7 @@ type FanOutShardConsumer struct { // getRecords subscribes to a shard and reads events from it. // Precondition: it currently has the lease on the shard. func (sc *FanOutShardConsumer) getRecords() error { - defer sc.releaseLease() + defer sc.releaseLease(sc.shard.ID) log := sc.kclConfig.Logger @@ -103,6 +103,8 @@ func (sc *FanOutShardConsumer) getRecords() error { return err } refreshLeaseTimer = time.After(time.Until(sc.shard.LeaseTimeout.Add(-time.Duration(sc.kclConfig.LeaseRefreshPeriodMillis) * time.Millisecond))) + // log metric for renewed lease for worker + sc.mService.LeaseRenewed(sc.shard.ID) case event, ok := <-shardSub.GetStream().Events(): if !ok { // need to resubscribe to shard diff --git a/clientlibrary/worker/polling-shard-consumer.go b/clientlibrary/worker/polling-shard-consumer.go index 2ebdddf..77b4c7c 100644 --- a/clientlibrary/worker/polling-shard-consumer.go +++ b/clientlibrary/worker/polling-shard-consumer.go @@ -20,7 +20,7 @@ // Package worker // The implementation is derived from https://github.com/patrobinson/gokini // -// # Copyright 2018 Patrick robinson +// Copyright 2018 Patrick robinson. // // Permission is hereby granted, free of charge, to any person obtaining a copy of this software and associated documentation files (the "Software"), to deal in the Software without restriction, including without limitation the rights to use, copy, modify, merge, publish, distribute, sublicense, and/or sell copies of the Software, and to permit persons to whom the Software is furnished to do so, subject to the following conditions: // @@ -32,6 +32,7 @@ package worker import ( "context" "errors" + log "github.com/sirupsen/logrus" "math" "time" @@ -44,14 +45,33 @@ import ( "github.com/magiusdarrigo/vmware-go-kcl-v2/clientlibrary/metrics" ) +const ( + kinesisReadTPSLimit = 5 + MaxBytes = 10000000 + MaxBytesPerSecond = 2000000 + BytesToMbConversion = 1000000 +) + +var ( + rateLimitTimeNow = time.Now + rateLimitTimeSince = time.Since + localTPSExceededError = errors.New("Error GetRecords TPS Exceeded") + maxBytesExceededError = errors.New("Error GetRecords Max Bytes For Call Period Exceeded") +) + // PollingShardConsumer is responsible for polling data records from a (specified) shard. // Note: PollingShardConsumer only deal with one shard. type PollingShardConsumer struct { commonShardConsumer - streamName string - stop *chan struct{} - consumerID string - mService metrics.MonitoringService + streamName string + stop *chan struct{} + consumerID string + mService metrics.MonitoringService + currTime time.Time + callsLeft int + remBytes int + lastCheckTime time.Time + bytesRead int } func (sc *PollingShardConsumer) getShardIterator() (*string, error) { @@ -79,7 +99,12 @@ func (sc *PollingShardConsumer) getShardIterator() (*string, error) { // getRecords continuously poll one shard for data record // Precondition: it currently has the lease on the shard. func (sc *PollingShardConsumer) getRecords() error { - defer sc.releaseLease() + ctx, cancelFunc := context.WithCancel(context.Background()) + defer func() { + // cancel renewLease() + cancelFunc() + sc.releaseLease(sc.shard.ID) + }() log := sc.kclConfig.Logger @@ -108,22 +133,18 @@ func (sc *PollingShardConsumer) getRecords() error { recordCheckpointer := NewRecordProcessorCheckpoint(sc.shard, sc.checkpointer) retriedErrors := 0 - for { - if time.Now().UTC().After(sc.shard.GetLeaseTimeout().Add(-time.Duration(sc.kclConfig.LeaseRefreshPeriodMillis) * time.Millisecond)) { - log.Debugf("Refreshing lease on shard: %s for worker: %s", sc.shard.ID, sc.consumerID) - err = sc.checkpointer.GetLease(sc.shard, sc.consumerID) - if err != nil { - if errors.As(err, &chk.ErrLeaseNotAcquired{}) { - log.Warnf("Failed in acquiring lease on shard: %s for worker: %s", sc.shard.ID, sc.consumerID) - return nil - } - // log and return error - log.Errorf("Error in refreshing lease on shard: %s for worker: %s. Error: %+v", - sc.shard.ID, sc.consumerID, err) - return err - } - } + // define API call rate limit starting window + sc.currTime = rateLimitTimeNow() + sc.callsLeft = kinesisReadTPSLimit + sc.bytesRead = 0 + sc.remBytes = MaxBytes + // starting async lease renewal thread + leaseRenewalErrChan := make(chan error, 1) + go func() { + leaseRenewalErrChan <- sc.renewLease(ctx) + }() + for { getRecordsStartTime := time.Now() log.Debugf("Trying to read %d record from iterator: %v", sc.kclConfig.MaxRecords, aws.ToString(shardIterator)) @@ -142,16 +163,49 @@ func (sc *PollingShardConsumer) getRecords() error { Limit: aws.Int32(int32(sc.kclConfig.MaxRecords)), ShardIterator: shardIterator, } - - // Get records from stream and retry as needed - getResp, err := sc.kc.GetRecords(context.TODO(), getRecordsArgs) + getResp, coolDownPeriod, err := sc.callGetRecordsAPI(getRecordsArgs) if err != nil { //aws-sdk-go-v2 https://github.com/aws/aws-sdk-go-v2/blob/main/CHANGELOG.md#error-handling var throughputExceededErr *types.ProvisionedThroughputExceededException var kmsThrottlingErr *types.KMSThrottlingException - if errors.As(err, &throughputExceededErr) || errors.As(err, &kmsThrottlingErr) { + if errors.As(err, &throughputExceededErr) { + retriedErrors++ + if retriedErrors > sc.kclConfig.MaxRetryCount { + log.Errorf("message", "Throughput Exceeded Error: "+ + "reached max retry count getting records from shard", + "shardId", sc.shard.ID, + "retryCount", retriedErrors, + "error", err) + return err + } + // If there is insufficient provisioned throughput on the stream, + // subsequent calls made within the next 1 second throw ProvisionedThroughputExceededException. + // ref: https://docs.aws.amazon.com/streams/latest/dev/service-sizes-and-limits.html + sc.waitASecond(sc.currTime) + continue + } + if err == localTPSExceededError { + log.Infof("localTPSExceededError so sleep for a second") + sc.waitASecond(sc.currTime) + continue + } + if err == maxBytesExceededError { + log.Infof("maxBytesExceededError so sleep for %+v seconds", coolDownPeriod) + time.Sleep(time.Duration(coolDownPeriod) * time.Second) + continue + } + if errors.As(err, &kmsThrottlingErr) { log.Errorf("Error getting records from shard %v: %+v", sc.shard.ID, err) retriedErrors++ + // Greater than MaxRetryCount so we get the last retry + if retriedErrors > sc.kclConfig.MaxRetryCount { + log.Errorf("message", "KMS Throttling Error: "+ + "reached max retry count getting records from shard", + "shardId", sc.shard.ID, + "retryCount", retriedErrors, + "error", err) + return err + } // exponential backoff // https://docs.aws.amazon.com/amazondynamodb/latest/developerguide/Programming.Errors.html#Programming.Errors.RetryAndBackoff time.Sleep(time.Duration(math.Exp2(float64(retriedErrors))*100) * time.Millisecond) @@ -165,12 +219,11 @@ func (sc *PollingShardConsumer) getRecords() error { sc.processRecords(getRecordsStartTime, getResp.Records, getResp.MillisBehindLatest, recordCheckpointer) - // The shard has no more records. We can stop polling it. It should expire soon. + // The shard has been closed, so no new records can be read from it if getResp.NextShardIterator == nil { - log.Infof("Shard %s has no more records", sc.shard.ID) + log.Infof("Shard %s closed", sc.shard.ID) shutdownInput := &kcl.ShutdownInput{ShutdownReason: kcl.TERMINATE, Checkpointer: recordCheckpointer} sc.recordProcessor.Shutdown(shutdownInput) - recordCheckpointer.Checkpoint(nil) return nil } shardIterator = getResp.NextShardIterator @@ -187,7 +240,104 @@ func (sc *PollingShardConsumer) getRecords() error { shutdownInput := &kcl.ShutdownInput{ShutdownReason: kcl.REQUESTED, Checkpointer: recordCheckpointer} sc.recordProcessor.Shutdown(shutdownInput) return nil + case leaseRenewalErr := <-leaseRenewalErrChan: + return leaseRenewalErr default: } } } + +func (sc *PollingShardConsumer) waitASecond(timePassed time.Time) { + waitTime := time.Since(timePassed) + if waitTime < time.Second { + time.Sleep(time.Second - waitTime) + } +} + +func (sc *PollingShardConsumer) checkCoolOffPeriod() (int, error) { + // Each shard can support up to a maximum total data read rate of 2 MB per second via GetRecords. + // If a call to GetRecords returns 10 MB, subsequent calls made within the next 5 seconds throw an exception. + // ref: https://docs.aws.amazon.com/streams/latest/dev/service-sizes-and-limits.html + // check for overspending of byte budget from getRecords call + currentTime := rateLimitTimeNow() + secondsPassed := currentTime.Sub(sc.lastCheckTime).Seconds() + sc.lastCheckTime = currentTime + sc.remBytes += int(secondsPassed * MaxBytesPerSecond) + + if sc.remBytes > MaxBytes { + sc.remBytes = MaxBytes + } + if sc.remBytes < 1 { + // Wait until cool down period has passed to prevent ProvisionedThroughputExceededException + coolDown := sc.bytesRead / MaxBytesPerSecond + if sc.bytesRead%MaxBytesPerSecond > 0 { + coolDown++ + } + return coolDown, maxBytesExceededError + } else { + sc.remBytes -= sc.bytesRead + } + return 0, nil +} + +func (sc *PollingShardConsumer) callGetRecordsAPI(gri *kinesis.GetRecordsInput) (*kinesis.GetRecordsOutput, int, error) { + if sc.bytesRead != 0 { + coolDownPeriod, err := sc.checkCoolOffPeriod() + if err != nil { + return nil, coolDownPeriod, err + } + } + // every new second, we get a fresh set of calls + if rateLimitTimeSince(sc.currTime) > time.Second { + sc.callsLeft = kinesisReadTPSLimit + sc.currTime = rateLimitTimeNow() + } + + if sc.callsLeft < 1 { + return nil, 0, localTPSExceededError + } + getResp, err := sc.kc.GetRecords(context.TODO(), gri) + sc.callsLeft-- + + if err != nil { + return getResp, 0, err + } + + // Calculate size of records from read transaction + sc.bytesRead = 0 + for _, record := range getResp.Records { + sc.bytesRead += len(record.Data) + } + if sc.lastCheckTime.IsZero() { + sc.lastCheckTime = rateLimitTimeNow() + } + + return getResp, 0, err +} + +func (sc *PollingShardConsumer) renewLease(ctx context.Context) error { + renewDuration := time.Duration(sc.kclConfig.LeaseRefreshWaitTime) * time.Millisecond + for { + timer := time.NewTimer(renewDuration) + select { + case <-timer.C: + log.Debugf("Refreshing lease on shard: %s for worker: %s", sc.shard.ID, sc.consumerID) + err := sc.checkpointer.GetLease(sc.shard, sc.consumerID) + if err != nil { + // log and return error + log.Errorf("Error in refreshing lease on shard: %s for worker: %s. Error: %+v", + sc.shard.ID, sc.consumerID, err) + return err + } + // log metric for renewed lease for worker + sc.mService.LeaseRenewed(sc.shard.ID) + case <-ctx.Done(): + // clean up timer resources + if !timer.Stop() { + <-timer.C + } + log.Debugf("renewLease was canceled") + return nil + } + } +} diff --git a/clientlibrary/worker/polling-shard-consumer_test.go b/clientlibrary/worker/polling-shard-consumer_test.go new file mode 100644 index 0000000..736b2bd --- /dev/null +++ b/clientlibrary/worker/polling-shard-consumer_test.go @@ -0,0 +1,355 @@ +/* + * Copyright (c) 2023 VMware, Inc. + * + * Permission is hereby granted, free of charge, to any person obtaining a copy of this software and + * associated documentation files (the "Software"), to deal in the Software without restriction, including + * without limitation the rights to use, copy, modify, merge, publish, distribute, sublicense, and/or sell + * copies of the Software, and to permit persons to whom the Software is furnished to do + * so, subject to the following conditions: + * + * The above copyright notice and this permission notice shall be included in all copies or substantial + * portions of the Software. + * + * THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR IMPLIED, INCLUDING BUT + * NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. + * IN NO EVENT SHALL THE AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER LIABILITY, + * WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, OUT OF OR IN CONNECTION WITH THE + * SOFTWARE OR THE USE OR OTHER DEALINGS IN THE SOFTWARE. + */ + +package worker + +import ( + "context" + "errors" + "testing" + "time" + + "github.com/aws/aws-sdk-go-v2/aws" + "github.com/aws/aws-sdk-go-v2/service/kinesis" + "github.com/stretchr/testify/assert" + "github.com/stretchr/testify/mock" +) + +var ( + testGetRecordsError = errors.New("GetRecords Error") +) + +func TestCallGetRecordsAPI(t *testing.T) { + // basic happy path + m1 := MockKinesisSubscriberGetter{} + ret := kinesis.GetRecordsOutput{} + m1.On("GetRecords", mock.Anything, mock.Anything, mock.Anything).Return(&ret, nil) + psc := PollingShardConsumer{ + commonShardConsumer: commonShardConsumer{kc: &m1}, + } + gri := kinesis.GetRecordsInput{ + ShardIterator: aws.String("shard-iterator-01"), + } + out, _, err := psc.callGetRecordsAPI(&gri) + assert.Nil(t, err) + assert.Equal(t, &ret, out) + m1.AssertExpectations(t) + + // check that localTPSExceededError is thrown when trying more than 5 TPS + m2 := MockKinesisSubscriberGetter{} + psc2 := PollingShardConsumer{ + commonShardConsumer: commonShardConsumer{kc: &m2}, + callsLeft: 0, + } + rateLimitTimeSince = func(t time.Time) time.Duration { + return 500 * time.Millisecond + } + out2, _, err2 := psc2.callGetRecordsAPI(&gri) + assert.Nil(t, out2) + assert.ErrorIs(t, err2, localTPSExceededError) + m2.AssertExpectations(t) + + // check that getRecords is called normally in bytesRead = 0 case + m3 := MockKinesisSubscriberGetter{} + ret3 := kinesis.GetRecordsOutput{} + m3.On("GetRecords", mock.Anything, mock.Anything, mock.Anything).Return(&ret3, nil) + psc3 := PollingShardConsumer{ + commonShardConsumer: commonShardConsumer{kc: &m3}, + callsLeft: 2, + bytesRead: 0, + } + rateLimitTimeSince = func(t time.Time) time.Duration { + return 2 * time.Second + } + out3, checkSleepVal, err3 := psc3.callGetRecordsAPI(&gri) + assert.Nil(t, err3) + assert.Equal(t, checkSleepVal, 0) + assert.Equal(t, &ret3, out3) + m3.AssertExpectations(t) + + // check that correct cool off period is taken for 10mb in 1 second + testTime := time.Now() + m4 := MockKinesisSubscriberGetter{} + ret4 := kinesis.GetRecordsOutput{Records: nil} + m4.On("GetRecords", mock.Anything, mock.Anything, mock.Anything).Return(&ret4, nil) + psc4 := PollingShardConsumer{ + commonShardConsumer: commonShardConsumer{kc: &m4}, + callsLeft: 2, + bytesRead: MaxBytes, + lastCheckTime: testTime, + remBytes: MaxBytes, + } + rateLimitTimeSince = func(t time.Time) time.Duration { + return 2 * time.Second + } + rateLimitTimeNow = func() time.Time { + return testTime.Add(time.Second) + } + out4, checkSleepVal2, err4 := psc4.callGetRecordsAPI(&gri) + assert.Nil(t, err4) + assert.Equal(t, &ret4, out4) + m4.AssertExpectations(t) + if checkSleepVal2 != 0 { + t.Errorf("Incorrect Cool Off Period: %v", checkSleepVal2) + } + + // check that no cool off period is taken for 6mb in 3 seconds + testTime2 := time.Now() + m5 := MockKinesisSubscriberGetter{} + ret5 := kinesis.GetRecordsOutput{} + m5.On("GetRecords", mock.Anything, mock.Anything, mock.Anything).Return(&ret5, nil) + psc5 := PollingShardConsumer{ + commonShardConsumer: commonShardConsumer{kc: &m5}, + callsLeft: 2, + bytesRead: MaxBytesPerSecond * 3, + lastCheckTime: testTime2, + remBytes: MaxBytes, + } + rateLimitTimeSince = func(t time.Time) time.Duration { + return 3 * time.Second + } + rateLimitTimeNow = func() time.Time { + return testTime2.Add(time.Second * 3) + } + out5, checkSleepVal3, err5 := psc5.callGetRecordsAPI(&gri) + assert.Nil(t, err5) + assert.Equal(t, checkSleepVal3, 0) + assert.Equal(t, &ret5, out5) + m5.AssertExpectations(t) + + // check for correct cool off period with 8mb in .2 seconds with 6mb remaining + testTime3 := time.Now() + m6 := MockKinesisSubscriberGetter{} + ret6 := kinesis.GetRecordsOutput{Records: nil} + m6.On("GetRecords", mock.Anything, mock.Anything, mock.Anything).Return(&ret6, nil) + psc6 := PollingShardConsumer{ + commonShardConsumer: commonShardConsumer{kc: &m6}, + callsLeft: 2, + bytesRead: MaxBytesPerSecond * 4, + lastCheckTime: testTime3, + remBytes: MaxBytesPerSecond * 3, + } + rateLimitTimeSince = func(t time.Time) time.Duration { + return 3 * time.Second + } + rateLimitTimeNow = func() time.Time { + return testTime3.Add(time.Second / 5) + } + out6, checkSleepVal4, err6 := psc6.callGetRecordsAPI(&gri) + assert.Nil(t, err6) + assert.Equal(t, &ret6, out6) + m5.AssertExpectations(t) + if checkSleepVal4 != 0 { + t.Errorf("Incorrect Cool Off Period: %v", checkSleepVal4) + } + + // case where getRecords throws error + m7 := MockKinesisSubscriberGetter{} + ret7 := kinesis.GetRecordsOutput{Records: nil} + m7.On("GetRecords", mock.Anything, mock.Anything, mock.Anything).Return(&ret7, testGetRecordsError) + psc7 := PollingShardConsumer{ + commonShardConsumer: commonShardConsumer{kc: &m7}, + callsLeft: 2, + bytesRead: 0, + } + rateLimitTimeSince = func(t time.Time) time.Duration { + return 2 * time.Second + } + out7, checkSleepVal7, err7 := psc7.callGetRecordsAPI(&gri) + assert.Equal(t, err7, testGetRecordsError) + assert.Equal(t, checkSleepVal7, 0) + assert.Equal(t, out7, &ret7) + m7.AssertExpectations(t) + + // restore original func + rateLimitTimeNow = time.Now + rateLimitTimeSince = time.Since + +} + +type MockKinesisSubscriberGetter struct { + mock.Mock +} + +func (m *MockKinesisSubscriberGetter) GetRecords(ctx context.Context, params *kinesis.GetRecordsInput, optFns ...func(*kinesis.Options)) (*kinesis.GetRecordsOutput, error) { + ret := m.Called(ctx, params, optFns) + + return ret.Get(0).(*kinesis.GetRecordsOutput), ret.Error(1) +} + +func (m *MockKinesisSubscriberGetter) GetShardIterator(ctx context.Context, params *kinesis.GetShardIteratorInput, optFns ...func(*kinesis.Options)) (*kinesis.GetShardIteratorOutput, error) { + return nil, nil +} + +func (m *MockKinesisSubscriberGetter) SubscribeToShard(ctx context.Context, params *kinesis.SubscribeToShardInput, optFns ...func(*kinesis.Options)) (*kinesis.SubscribeToShardOutput, error) { + return nil, nil +} + +func TestPollingShardConsumer_checkCoolOffPeriod(t *testing.T) { + refTime := time.Now() + type fields struct { + lastCheckTime time.Time + remBytes int + bytesRead int + } + tests := []struct { + name string + fields fields + timeNow time.Time + want int + wantErr bool + }{ + { + "zero time max bytes to spend", + fields{ + time.Time{}, + 0, + 0, + }, + refTime, + 0, + false, + }, + { + "same second, bytes still left to spend", + fields{ + refTime, + MaxBytesPerSecond, + MaxBytesPerSecond - 1, + }, + refTime, + 0, + false, + }, + { + "same second, not many but some bytes still left to spend", + fields{ + refTime, + 8, + MaxBytesPerSecond, + }, + refTime, + 0, + false, + }, + { + "same second, 1 byte still left to spend", + fields{ + refTime, + 1, + MaxBytesPerSecond, + }, + refTime, + 0, + false, + }, + { + "next second, bytes still left to spend", + fields{ + refTime, + 42, + 1024, + }, + refTime.Add(1 * time.Second), + 0, + false, + }, + { + "same second, max bytes per second already spent", + fields{ + refTime, + 0, + MaxBytesPerSecond, + }, + refTime, + 1, + true, + }, + { + "same second, more than max bytes per second already spent", + fields{ + refTime, + 0, + MaxBytesPerSecond + 1, + }, + refTime, + 2, + true, + }, + + // Kinesis prevents reading more than 10 MiB at once + { + "same second, 10 MiB read all at once", + fields{ + refTime, + 0, + 10 * 1024 * 1024, + }, + refTime, + 6, + true, + }, + + { + "same second, 10 MB read all at once", + fields{ + refTime, + 0, + 10 * 1000 * 1000, + }, + refTime, + 5, + true, + }, + { + "5 seconds ago, 10 MB read all at once", + fields{ + refTime, + 0, + 10 * 1000 * 1000, + }, + refTime.Add(5 * time.Second), + 0, + false, + }, + } + for _, tt := range tests { + t.Run(tt.name, func(t *testing.T) { + sc := &PollingShardConsumer{ + lastCheckTime: tt.fields.lastCheckTime, + remBytes: tt.fields.remBytes, + bytesRead: tt.fields.bytesRead, + } + rateLimitTimeNow = func() time.Time { + return tt.timeNow + } + got, err := sc.checkCoolOffPeriod() + if (err != nil) != tt.wantErr { + t.Errorf("PollingShardConsumer.checkCoolOffPeriod() error = %v, wantErr %v", err, tt.wantErr) + return + } + if got != tt.want { + t.Errorf("PollingShardConsumer.checkCoolOffPeriod() = %v, want %v", got, tt.want) + } + }) + } + + // restore original time.Now + rateLimitTimeNow = time.Now +} diff --git a/clientlibrary/worker/worker.go b/clientlibrary/worker/worker.go index 63f8fef..8819e84 100644 --- a/clientlibrary/worker/worker.go +++ b/clientlibrary/worker/worker.go @@ -20,7 +20,7 @@ // Package worker // The implementation is derived from https://github.com/patrobinson/gokini // -// # Copyright 2018 Patrick robinson +// Copyright 2018 Patrick robinson. // // Permission is hereby granted, free of charge, to any person obtaining a copy of this software and associated documentation files (the "Software"), to deal in the Software without restriction, including without limitation the rights to use, copy, modify, merge, publish, distribute, sublicense, and/or sell copies of the Software, and to permit persons to whom the Software is furnished to do so, subject to the following conditions: // @@ -160,11 +160,15 @@ func (w *Worker) initialize() error { log.Infof("Creating Kinesis client") resolver := aws.EndpointResolverWithOptionsFunc(func(service, region string, options ...interface{}) (aws.Endpoint, error) { - return aws.Endpoint{ - PartitionID: "aws", - URL: w.kclConfig.KinesisEndpoint, - SigningRegion: w.regionName, - }, nil + if service == kinesis.ServiceID && len(w.kclConfig.KinesisEndpoint) > 0 { + return aws.Endpoint{ + PartitionID: "aws", + URL: w.kclConfig.KinesisEndpoint, + SigningRegion: w.regionName, + }, nil + } + // returning EndpointNotFoundError will allow the service to fallback to it's default resolution + return aws.Endpoint{}, &aws.EndpointNotFoundError{} }) cfg, err := awsConfig.LoadDefaultConfig( @@ -272,6 +276,14 @@ func (w *Worker) eventLoop() { rnd, _ := rand.Int(rand.Reader, big.NewInt(int64(w.kclConfig.ShardSyncIntervalMillis))) shardSyncSleep := w.kclConfig.ShardSyncIntervalMillis/2 + int(rnd.Int64()) + select { + case <-*w.stop: + log.Infof("Shutting down...") + return + case <-time.After(time.Duration(shardSyncSleep) * time.Millisecond): + log.Debugf("Waited %d ms to sync shards...", shardSyncSleep) + } + err := w.syncShard() if err != nil { log.Errorf("Error syncing shards: %+v, Retrying in %d ms...", err, shardSyncSleep) @@ -363,14 +375,6 @@ func (w *Worker) eventLoop() { log.Warnf("Error in rebalance: %+v", err) } } - - select { - case <-*w.stop: - log.Infof("Shutting down...") - return - case <-time.After(time.Duration(shardSyncSleep) * time.Millisecond): - log.Debugf("Waited %d ms to sync shards...", shardSyncSleep) - } } } diff --git a/go.mod b/go.mod index 85abb03..5731306 100644 --- a/go.mod +++ b/go.mod @@ -12,12 +12,12 @@ require ( github.com/awslabs/kinesis-aggregation/go/v2 v2.0.0-20221019091459-b7a3c07c3df3 github.com/golang/protobuf v1.5.2 github.com/google/uuid v1.3.0 - github.com/prometheus/client_golang v1.13.0 - github.com/prometheus/common v0.37.0 - github.com/rs/zerolog v1.28.0 - github.com/sirupsen/logrus v1.9.0 + github.com/prometheus/client_golang v1.11.1 + github.com/prometheus/common v0.32.1 + github.com/rs/zerolog v1.26.1 + github.com/sirupsen/logrus v1.8.1 github.com/stretchr/testify v1.8.1 - go.uber.org/zap v1.23.0 + go.uber.org/zap v1.20.0 gopkg.in/natefinch/lumberjack.v2 v2.0.0 ) @@ -43,10 +43,11 @@ require ( github.com/matttproud/golang_protobuf_extensions v1.0.1 // indirect github.com/pmezard/go-difflib v1.0.0 // indirect github.com/prometheus/client_model v0.2.0 // indirect - github.com/prometheus/procfs v0.8.0 // indirect - go.uber.org/atomic v1.7.0 // indirect - go.uber.org/multierr v1.6.0 // indirect - golang.org/x/sys v0.0.0-20220715151400-c0bba94af5f8 // indirect - google.golang.org/protobuf v1.28.1 // indirect + github.com/prometheus/procfs v0.7.3 // indirect + github.com/stretchr/objx v0.5.0 // indirect + go.uber.org/atomic v1.9.0 // indirect + go.uber.org/multierr v1.7.0 // indirect + golang.org/x/sys v0.1.0 // indirect + google.golang.org/protobuf v1.27.1 // indirect gopkg.in/yaml.v3 v3.0.1 // indirect ) diff --git a/go.sum b/go.sum deleted file mode 100644 index 15de505..0000000 --- a/go.sum +++ /dev/null @@ -1,567 +0,0 @@ -cloud.google.com/go 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