amazon-kinesis-client-go/batchconsumer/writer.go

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package batchconsumer
import (
"context"
"encoding/base64"
"fmt"
"math/big"
"os"
"time"
"golang.org/x/time/rate"
kv "gopkg.in/Clever/kayvee-go.v6/logger"
"github.com/Clever/amazon-kinesis-client-go/batchconsumer/batcher"
"github.com/Clever/amazon-kinesis-client-go/kcl"
"github.com/Clever/amazon-kinesis-client-go/splitter"
)
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type batchedWriter struct {
config Config
sender Sender
log kv.KayveeLogger
shardID string
checkpointChan chan batcher.SequencePair
// Limits the number of records read from the stream
rateLimiter *rate.Limiter
batchers map[string]batcher.Batcher
lastProcessedSeq batcher.SequencePair
}
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func (b *batchedWriter) Initialize(shardID string, checkpointer *kcl.Checkpointer) error {
b.batchers = map[string]batcher.Batcher{}
b.shardID = shardID
b.checkpointChan = make(chan batcher.SequencePair)
b.rateLimiter = rate.NewLimiter(rate.Limit(b.config.ReadRateLimit), b.config.ReadBurstLimit)
b.startCheckpointListener(checkpointer, b.checkpointChan)
return nil
}
// handleCheckpointError returns true if checkout should be tried again. Returns false otherwise.
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func (b *batchedWriter) handleCheckpointError(err error) bool {
if err == nil {
return false
}
cperr, ok := err.(kcl.CheckpointError)
if !ok {
b.log.ErrorD("unknown-checkpoint-error", kv.M{"msg": err.Error(), "shard-id": b.shardID})
return true
}
switch cperr.Error() {
case "ShutdownException": // Skips checkpointing
b.log.ErrorD("shutdown-checkpoint-exception", kv.M{
"msg": err.Error(), "shard-id": b.shardID,
})
return false
case "ThrottlingException":
b.log.ErrorD("checkpoint-throttle", kv.M{"shard-id": b.shardID})
case "InvalidStateException":
b.log.ErrorD("invalid-checkpoint-state", kv.M{"shard-id": b.shardID})
default:
b.log.ErrorD("checkpoint-error", kv.M{"shard-id": b.shardID, "msg": err})
}
return true
}
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func (b *batchedWriter) startCheckpointListener(
checkpointer *kcl.Checkpointer, checkpointChan <-chan batcher.SequencePair,
) {
lastCheckpoint := time.Now()
go func() {
for {
seq := <-checkpointChan
// This is a write throttle to ensure we don't checkpoint faster than
// b.config.CheckpointFreq. The latest seq number is always used.
for time.Now().Sub(lastCheckpoint) < b.config.CheckpointFreq {
select {
case seq = <-checkpointChan: // Keep updating checkpoint seq while waiting
case <-time.NewTimer(b.config.CheckpointFreq - time.Now().Sub(lastCheckpoint)).C:
}
}
retry := true
for n := 0; retry && n < b.config.CheckpointRetries+1; n++ {
str := seq.Sequence.String()
err := checkpointer.Checkpoint(&str, &seq.SubSequence)
if err == nil { // Successfully checkpointed!
lastCheckpoint = time.Now()
break
}
retry = b.handleCheckpointError(err)
if n == b.config.CheckpointRetries {
b.log.ErrorD("checkpoint-retries", kv.M{"attempts": b.config.CheckpointRetries})
retry = false
}
if retry {
time.Sleep(b.config.CheckpointRetrySleep)
}
}
}
}()
}
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func (b *batchedWriter) createBatcher(tag string) batcher.Batcher {
sync := &batcherSync{
tag: tag,
writer: b,
}
batch, err := batcher.New(sync, b.config.BatchInterval, b.config.BatchCount, b.config.BatchSize)
if err != nil {
b.log.ErrorD("create-batcher", kv.M{"msg": err.Error(), "tag": tag})
}
return batch
}
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func (b *batchedWriter) splitMessageIfNecessary(record []byte) ([][]byte, error) {
// We handle two types of records:
// - records emitted from CWLogs Subscription
// - records emiited from KPL
if !splitter.IsGzipped(record) {
// Process a single message, from KPL
return [][]byte{record}, nil
}
// Process a batch of messages from a CWLogs Subscription
return splitter.GetMessagesFromGzippedInput(record, b.config.DeployEnv == "production")
}
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func (b *batchedWriter) ProcessRecords(records []kcl.Record) error {
curSequence := b.lastProcessedSeq
for _, record := range records {
// Wait until rate limiter permits one more record to be processed
b.rateLimiter.Wait(context.Background())
seq := new(big.Int)
if _, ok := seq.SetString(record.SequenceNumber, 10); !ok { // Validating sequence
return fmt.Errorf("could not parse sequence number '%s'", record.SequenceNumber)
}
b.lastProcessedSeq = curSequence // Updated with the value from the previous iteration
curSequence = batcher.SequencePair{seq, record.SubSequenceNumber}
data, err := base64.StdEncoding.DecodeString(record.Data)
if err != nil {
return err
}
rawlogs, err := b.splitMessageIfNecessary(data)
if err != nil {
return err
}
for _, rawlog := range rawlogs {
log, tags, err := b.sender.ProcessMessage(rawlog)
if err == ErrMessageIgnored {
continue // Skip message
} else if err != nil {
return err
}
if len(tags) == 0 {
return fmt.Errorf("No tags provided by consumer for log: %s", string(rawlog))
}
for _, tag := range tags {
batcher, ok := b.batchers[tag]
if !ok {
batcher = b.createBatcher(tag)
b.batchers[tag] = batcher
}
// Use second to last sequence number to ensure we don't checkpoint a message before
// it's been sent. When batches are sent, conceptually we first find the smallest
// sequence number amount all the batch (let's call it A). We then checkpoint at
// the A-1 sequence number.
err = batcher.AddMessage(log, b.lastProcessedSeq)
if err != nil {
return err
}
}
}
}
b.lastProcessedSeq = curSequence
return nil
}
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func (b *batchedWriter) CheckPointBatch(tag string) {
smallest := b.lastProcessedSeq
for name, batch := range b.batchers {
if tag == name {
continue
}
pair := batch.SmallestSequencePair()
if pair.Sequence == nil { // Occurs when batch has no items
continue
}
if pair.IsLessThan(smallest) {
smallest = pair
}
}
b.checkpointChan <- smallest
}
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func (b *batchedWriter) SendBatch(batch [][]byte, tag string) {
b.log.Info("sent-batch")
err := b.sender.SendBatch(batch, tag)
switch e := err.(type) {
case nil: // Do nothing
case PartialSendBatchError:
b.log.ErrorD("send-batch", kv.M{"msg": e.Error()})
for _, line := range e.FailedMessages {
b.log.ErrorD("failed-log", kv.M{"log": line})
}
case CatastrophicSendBatchError:
b.log.CriticalD("send-batch", kv.M{"msg": e.Error()})
os.Exit(1)
default:
b.log.CriticalD("send-batch", kv.M{"msg": e.Error()})
os.Exit(1)
}
}
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func (b *batchedWriter) Shutdown(reason string) error {
if reason == "TERMINATE" {
b.log.InfoD("terminate-signal", kv.M{"shard-id": b.shardID})
for _, batch := range b.batchers {
batch.Flush()
}
} else {
b.log.ErrorD("shutdown-failover", kv.M{"shard-id": b.shardID, "reason": reason})
}
return nil
}