shard_consumer.go

// Copyright (c) 2016 Twitch Interactive

package kinsumer

import (
	"fmt"
	"time"

	"github.com/aws/aws-sdk-go/aws"
	"github.com/aws/aws-sdk-go/aws/awserr"
	"github.com/aws/aws-sdk-go/aws/request"
	"github.com/aws/aws-sdk-go/service/kinesis"
	"github.com/aws/aws-sdk-go/service/kinesis/kinesisiface"
)

const (
	// getRecordsLimit is the max number of records in a single request. This effectively limits the
	// total processing speed to getRecordsLimit*5/n where n is the number of parallel clients trying
	// to consume from the same kinesis stream
	getRecordsLimit = 10000 // 10,000 is the max according to the docs

	// maxErrorRetries is how many times we will retry on a shard error
	maxErrorRetries = 3

	// errorSleepDuration is how long we sleep when an error happens, this is multiplied by the number
	// of retries to give a minor backoff behavior
	errorSleepDuration = 1 * time.Second
)

// getShardIterator gets a shard iterator after the last sequence number we read or at the start of the stream
func getShardIterator(k kinesisiface.KinesisAPI, streamName string, shardID string, sequenceNumber string) (string, error) {
	shardIteratorType := kinesis.ShardIteratorTypeAfterSequenceNumber

	// If we do not have a sequenceNumber yet we need to get a shardIterator
	// from the horizon
	ps := aws.String(sequenceNumber)
	if sequenceNumber == "" {
		shardIteratorType = kinesis.ShardIteratorTypeTrimHorizon
		ps = nil
	} else if sequenceNumber == "LATEST" {
		shardIteratorType = kinesis.ShardIteratorTypeLatest
		ps = nil
	}

	resp, err := k.GetShardIterator(&kinesis.GetShardIteratorInput{
		ShardId:                aws.String(shardID),
		ShardIteratorType:      &shardIteratorType,
		StartingSequenceNumber: ps,
		StreamName:             aws.String(streamName),
	})
	return aws.StringValue(resp.ShardIterator), err
}

// getRecords returns the next records and shard iterator from the given shard iterator
func getRecords(k kinesisiface.KinesisAPI, iterator string) (records []*kinesis.Record, nextIterator string, lag time.Duration, err error) {
	params := &kinesis.GetRecordsInput{
		Limit:         aws.Int64(getRecordsLimit),
		ShardIterator: aws.String(iterator),
	}

	output, err := k.GetRecords(params)

	if err != nil {
		return nil, "", 0, err
	}

	records = output.Records
	nextIterator = aws.StringValue(output.NextShardIterator)
	lag = time.Duration(aws.Int64Value(output.MillisBehindLatest)) * time.Millisecond

	return records, nextIterator, lag, nil
}

// captureShard blocks until we capture the given shardID
func (k *Kinsumer) captureShard(shardID string) (*checkpointer, error) {
	// Attempt to capture the shard in dynamo
	for {
		// Ask the checkpointer to capture the shard
		checkpointer, err := capture(
			shardID,
			k.checkpointTableName,
			k.dynamodb,
			k.clientName,
			k.clientID,
			k.maxAgeForClientRecord,
			k.config.stats)
		if err != nil {
			return nil, err
		}

		if checkpointer != nil {
			return checkpointer, nil
		}

		// Throttle requests so that we don't hammer dynamo
		select {
		case <-k.stop:
			// If we are told to stop consuming we should stop attempting to capture
			return nil, nil
		case <-time.After(k.config.throttleDelay):
		}
	}
}

// consume is a blocking call that captures then consumes the given shard in a loop.
// It is also responsible for writing out the checkpoint updates to dynamo.
// TODO: There are no tests for this file. Not sure how to even unit test this.
func (k *Kinsumer) consume(shardID string) {
	defer k.waitGroup.Done()

	// commitTicker is used to periodically commit, so that we don't hammer dynamo every time
	// a shard wants to be check pointed
	commitTicker := time.NewTicker(k.config.commitFrequency)
	defer commitTicker.Stop()

	// capture the checkpointer
	checkpointer, err := k.captureShard(shardID)
	if err != nil {
		k.shardErrors <- shardConsumerError{shardID: shardID, action: "captureShard", err: err}
		return
	}

	// if we failed to capture the checkpointer but there was no errors
	// we must have stopped, so don't process this shard at all
	if checkpointer == nil {
		return
	}

	sequenceNumber := checkpointer.sequenceNumber

	// finished means we have reached the end of the shard but haven't necessarily processed/committed everything
	finished := false
	// Make sure we release the shard when we are done.
	defer func() {
		innerErr := checkpointer.release()
		if innerErr != nil {
			k.shardErrors <- shardConsumerError{shardID: shardID, action: "checkpointer.release", err: innerErr}
			return
		}
	}()

	// Get the starting shard iterator
	iterator, err := getShardIterator(k.kinesis, k.streamName, shardID, sequenceNumber)
	if err != nil {
		k.shardErrors <- shardConsumerError{shardID: shardID, action: "getShardIterator", err: err}
		return
	}

	// no throttle on the first request.
	nextThrottle := time.After(0)

	retryCount := 0

	var lastSeqNum string
mainloop:
	for {
		// We have reached the end of the shard's data. Set Finished in dynamo and stop processing.
		if iterator == "" && !finished {
			checkpointer.finish(lastSeqNum)
			finished = true
		}

		// Handle async actions, and throttle requests to keep kinesis happy
		select {
		case <-k.stop:
			return
		case <-commitTicker.C:
			finishCommitted, err := checkpointer.commit()
			if err != nil {
				k.shardErrors <- shardConsumerError{shardID: shardID, action: "checkpointer.commit", err: err}
				return
			}
			if finishCommitted {
				return
			}
			// Go back to waiting for a throttle/stop.
			continue mainloop
		case <-nextThrottle:
		}

		// Reset the nextThrottle
		nextThrottle = time.After(k.config.throttleDelay)

		if finished {
			continue mainloop
		}

		// Get records from kinesis
		records, next, lag, err := getRecords(k.kinesis, iterator)

		if err != nil {
			if awsErr, ok := err.(awserr.Error); ok {
				origErrStr := ""
				if awsErr.OrigErr() != nil {
					origErrStr = fmt.Sprintf("(%s) ", awsErr.OrigErr())
				}
				k.config.logger.Log("Got error: %s %s %sretry count is %d / %d", awsErr.Code(), awsErr.Message(), origErrStr, retryCount, maxErrorRetries)
				// Only retry for errors that should be retried; notably, don't retry serialization errors because something bad is happening
				shouldRetry := request.IsErrorRetryable(err) || request.IsErrorThrottle(err)
				if shouldRetry && retryCount < maxErrorRetries {
					retryCount++

					// casting retryCount here to time.Duration purely for the multiplication, there is
					// no meaning to retryCount nanoseconds
					time.Sleep(errorSleepDuration * time.Duration(retryCount))
					continue mainloop
				}
			}
			k.shardErrors <- shardConsumerError{shardID: shardID, action: "getRecords", err: err}
			return
		}
		retryCount = 0

		// Put all the records we got onto the channel
		k.config.stats.EventsFromKinesis(len(records), shardID, lag)
		if len(records) > 0 {
			retrievedAt := time.Now()
			for _, record := range records {
			RecordLoop:
				// Loop until we stop or the record is consumed, checkpointing if necessary.
				for {
					select {
					case <-commitTicker.C:
						finishCommitted, err := checkpointer.commit()
						if err != nil {
							k.shardErrors <- shardConsumerError{shardID: shardID, action: "checkpointer.commit", err: err}
							return
						}
						if finishCommitted {
							return
						}
					case <-k.stop:
						return
					case k.records <- &consumedRecord{
						record:       record,
						checkpointer: checkpointer,
						retrievedAt:  retrievedAt,
					}:
						break RecordLoop
					}
				}
			}

			// Update the last sequence number we saw, in case we reached the end of the stream.
			lastSeqNum = aws.StringValue(records[len(records)-1].SequenceNumber)
		}
		iterator = next
	}
}