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[receiver/kafka] backoff in case of next consumer error #37009

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Merged
merged 11 commits into from
Feb 24, 2025
Merged
7 changes: 7 additions & 0 deletions receiver/kafkareceiver/README.md
Original file line number Diff line number Diff line change
Expand Up @@ -97,6 +97,13 @@ The following settings can be optionally configured:
- `extract_headers` (default = false): Allows user to attach header fields to resource attributes in otel piepline
- `headers` (default = []): List of headers they'd like to extract from kafka record.
**Note: Matching pattern will be `exact`. Regexes are not supported as of now.**
- `error_backoff`: [BackOff](https://github.com/open-telemetry/opentelemetry-collector/blob/v0.116.0/config/configretry/backoff.go#L27-L43) configuration in case of errors
- `enabled`: (default = false) Whether to enable backoff when next consumers return errors
- `initial_interval`: The time to wait after the first error before retrying
- `max_interval`: The upper bound on backoff interval between consecutive retries
- `multiplier`: The value multiplied by the backoff interval bounds
- `randomization_factor`: A random factor used to calculate next backoff. Randomized interval = RetryInterval * (1 ± RandomizationFactor)
- `max_elapsed_time`: The maximum amount of time trying to backoff before giving up. If set to 0, the retries are never stopped.

Example:

Expand Down
3 changes: 3 additions & 0 deletions receiver/kafkareceiver/config.go
Original file line number Diff line number Diff line change
Expand Up @@ -7,6 +7,7 @@ import (
"time"

"go.opentelemetry.io/collector/component"
"go.opentelemetry.io/collector/config/configretry"

"github.com/open-telemetry/opentelemetry-collector-contrib/exporter/kafkaexporter"
"github.com/open-telemetry/opentelemetry-collector-contrib/internal/kafka"
Expand Down Expand Up @@ -85,6 +86,8 @@ type Config struct {
DefaultFetchSize int32 `mapstructure:"default_fetch_size"`
// The maximum bytes per fetch from Kafka (default "0", no limit)
MaxFetchSize int32 `mapstructure:"max_fetch_size"`
// In case of some errors returned by the next consumer, the receiver will wait before consuming the next message
ErrorBackOff configretry.BackOffConfig `mapstructure:"error_backoff"`
}

const (
Expand Down
11 changes: 11 additions & 0 deletions receiver/kafkareceiver/config_test.go
Original file line number Diff line number Diff line change
Expand Up @@ -11,6 +11,7 @@ import (
"github.com/stretchr/testify/assert"
"github.com/stretchr/testify/require"
"go.opentelemetry.io/collector/component"
"go.opentelemetry.io/collector/config/configretry"
"go.opentelemetry.io/collector/config/configtls"
"go.opentelemetry.io/collector/confmap/confmaptest"

Expand Down Expand Up @@ -65,6 +66,9 @@ func TestLoadConfig(t *testing.T) {
MinFetchSize: 1,
DefaultFetchSize: 1048576,
MaxFetchSize: 0,
ErrorBackOff: configretry.BackOffConfig{
Enabled: false,
},
},
},
{
Expand Down Expand Up @@ -101,6 +105,13 @@ func TestLoadConfig(t *testing.T) {
MinFetchSize: 1,
DefaultFetchSize: 1048576,
MaxFetchSize: 0,
ErrorBackOff: configretry.BackOffConfig{
Enabled: true,
InitialInterval: 1 * time.Second,
MaxInterval: 10 * time.Second,
MaxElapsedTime: 1 * time.Minute,
Multiplier: 1.5,
},
},
},
}
Expand Down
113 changes: 104 additions & 9 deletions receiver/kafkareceiver/kafka_receiver.go
Original file line number Diff line number Diff line change
Expand Up @@ -9,9 +9,12 @@ import (
"fmt"
"strconv"
"sync"
"time"

"github.com/IBM/sarama"
"github.com/cenkalti/backoff/v4"
"go.opentelemetry.io/collector/component"
"go.opentelemetry.io/collector/config/configretry"
"go.opentelemetry.io/collector/consumer"
"go.opentelemetry.io/collector/pdata/plog"
"go.opentelemetry.io/collector/pdata/pmetric"
Expand All @@ -35,6 +38,8 @@ const (

var errInvalidInitialOffset = errors.New("invalid initial offset")

var errMemoryLimiterDataRefused = errors.New("data refused due to high memory usage")

// kafkaTracesConsumer uses sarama to consume and handle messages from kafka.
type kafkaTracesConsumer struct {
config Config
Expand Down Expand Up @@ -205,6 +210,7 @@ func (c *kafkaTracesConsumer) Start(_ context.Context, host component.Host) erro
messageMarking: c.messageMarking,
headerExtractor: &nopHeaderExtractor{},
telemetryBuilder: c.telemetryBuilder,
backOff: newExponentialBackOff(c.config.ErrorBackOff),
}
if c.headerExtraction {
consumerGroup.headerExtractor = &headerExtractor{
Expand Down Expand Up @@ -313,6 +319,7 @@ func (c *kafkaMetricsConsumer) Start(_ context.Context, host component.Host) err
messageMarking: c.messageMarking,
headerExtractor: &nopHeaderExtractor{},
telemetryBuilder: c.telemetryBuilder,
backOff: newExponentialBackOff(c.config.ErrorBackOff),
}
if c.headerExtraction {
metricsConsumerGroup.headerExtractor = &headerExtractor{
Expand Down Expand Up @@ -424,6 +431,7 @@ func (c *kafkaLogsConsumer) Start(_ context.Context, host component.Host) error
messageMarking: c.messageMarking,
headerExtractor: &nopHeaderExtractor{},
telemetryBuilder: c.telemetryBuilder,
backOff: newExponentialBackOff(c.config.ErrorBackOff),
}
if c.headerExtraction {
logsConsumerGroup.headerExtractor = &headerExtractor{
Expand Down Expand Up @@ -481,6 +489,7 @@ type tracesConsumerGroupHandler struct {
autocommitEnabled bool
messageMarking MessageMarking
headerExtractor HeaderExtractor
backOff *backoff.ExponentialBackOff
}

type metricsConsumerGroupHandler struct {
Expand All @@ -498,6 +507,7 @@ type metricsConsumerGroupHandler struct {
autocommitEnabled bool
messageMarking MessageMarking
headerExtractor HeaderExtractor
backOff *backoff.ExponentialBackOff
}

type logsConsumerGroupHandler struct {
Expand All @@ -515,6 +525,7 @@ type logsConsumerGroupHandler struct {
autocommitEnabled bool
messageMarking MessageMarking
headerExtractor HeaderExtractor
backOff *backoff.ExponentialBackOff
}

var (
Expand All @@ -541,6 +552,9 @@ func (c *tracesConsumerGroupHandler) ConsumeClaim(session sarama.ConsumerGroupSe
if !c.autocommitEnabled {
defer session.Commit()
}
if c.backOff != nil {
c.backOff.Reset()
}
for {
select {
case message, ok := <-claim.Messages():
Expand Down Expand Up @@ -579,10 +593,29 @@ func (c *tracesConsumerGroupHandler) ConsumeClaim(session sarama.ConsumerGroupSe
err = c.nextConsumer.ConsumeTraces(session.Context(), traces)
c.obsrecv.EndTracesOp(ctx, c.unmarshaler.Encoding(), spanCount, err)
if err != nil {
if c.messageMarking.After && c.messageMarking.OnError {
session.MarkMessage(message, "")
if errorRequiresBackoff(err) && c.backOff != nil {
backOffDelay := c.backOff.NextBackOff()
if backOffDelay == backoff.Stop {
if c.messageMarking.After && c.messageMarking.OnError {
session.MarkMessage(message, "")
}
return err
}
select {
case <-session.Context().Done():
return nil
case <-time.After(backOffDelay):
if !c.messageMarking.After {
// Unmark the message so it can be retried
session.ResetOffset(claim.Topic(), claim.Partition(), message.Offset, "")
}
}
} else {
if c.messageMarking.After && c.messageMarking.OnError {
session.MarkMessage(message, "")
}
return err
}
return err
}
if c.messageMarking.After {
session.MarkMessage(message, "")
Expand All @@ -600,6 +633,10 @@ func (c *tracesConsumerGroupHandler) ConsumeClaim(session sarama.ConsumerGroupSe
}
}

func errorRequiresBackoff(err error) bool {
return errors.Is(err, errMemoryLimiterDataRefused)
}

func (c *metricsConsumerGroupHandler) Setup(session sarama.ConsumerGroupSession) error {
c.readyCloser.Do(func() {
close(c.ready)
Expand All @@ -618,6 +655,9 @@ func (c *metricsConsumerGroupHandler) ConsumeClaim(session sarama.ConsumerGroupS
if !c.autocommitEnabled {
defer session.Commit()
}
if c.backOff != nil {
c.backOff.Reset()
}
for {
select {
case message, ok := <-claim.Messages():
Expand Down Expand Up @@ -656,10 +696,29 @@ func (c *metricsConsumerGroupHandler) ConsumeClaim(session sarama.ConsumerGroupS
err = c.nextConsumer.ConsumeMetrics(session.Context(), metrics)
c.obsrecv.EndMetricsOp(ctx, c.unmarshaler.Encoding(), dataPointCount, err)
if err != nil {
if c.messageMarking.After && c.messageMarking.OnError {
session.MarkMessage(message, "")
if errorRequiresBackoff(err) && c.backOff != nil {
backOffDelay := c.backOff.NextBackOff()
if backOffDelay == backoff.Stop {
if c.messageMarking.After && c.messageMarking.OnError {
session.MarkMessage(message, "")
}
return err
}
select {
case <-session.Context().Done():
return nil
case <-time.After(backOffDelay):
if !c.messageMarking.After {
// Unmark the message so it can be retried
session.ResetOffset(claim.Topic(), claim.Partition(), message.Offset, "")
}
}
} else {
if c.messageMarking.After && c.messageMarking.OnError {
session.MarkMessage(message, "")
}
return err
}
return err
}
if c.messageMarking.After {
session.MarkMessage(message, "")
Expand Down Expand Up @@ -695,6 +754,9 @@ func (c *logsConsumerGroupHandler) ConsumeClaim(session sarama.ConsumerGroupSess
if !c.autocommitEnabled {
defer session.Commit()
}
if c.backOff != nil {
c.backOff.Reset()
}
for {
select {
case message, ok := <-claim.Messages():
Expand Down Expand Up @@ -732,10 +794,29 @@ func (c *logsConsumerGroupHandler) ConsumeClaim(session sarama.ConsumerGroupSess
err = c.nextConsumer.ConsumeLogs(session.Context(), logs)
c.obsrecv.EndLogsOp(ctx, c.unmarshaler.Encoding(), logRecordCount, err)
if err != nil {
if c.messageMarking.After && c.messageMarking.OnError {
session.MarkMessage(message, "")
if errorRequiresBackoff(err) && c.backOff != nil {
backOffDelay := c.backOff.NextBackOff()
if backOffDelay == backoff.Stop {
if c.messageMarking.After && c.messageMarking.OnError {
session.MarkMessage(message, "")
}
return err
}
select {
case <-session.Context().Done():
return nil
case <-time.After(backOffDelay):
if !c.messageMarking.After {
// Unmark the message so it can be retried
session.ResetOffset(claim.Topic(), claim.Partition(), message.Offset, "")
}
}
} else {
if c.messageMarking.After && c.messageMarking.OnError {
session.MarkMessage(message, "")
}
return err
}
return err
}
if c.messageMarking.After {
session.MarkMessage(message, "")
Expand All @@ -753,6 +834,20 @@ func (c *logsConsumerGroupHandler) ConsumeClaim(session sarama.ConsumerGroupSess
}
}

func newExponentialBackOff(config configretry.BackOffConfig) *backoff.ExponentialBackOff {
if !config.Enabled {
return nil
}
backOff := backoff.NewExponentialBackOff()
backOff.InitialInterval = config.InitialInterval
backOff.RandomizationFactor = config.RandomizationFactor
backOff.Multiplier = config.Multiplier
backOff.MaxInterval = config.MaxInterval
backOff.MaxElapsedTime = config.MaxElapsedTime
backOff.Reset()
return backOff
}

func toSaramaInitialOffset(initialOffset string) (int64, error) {
switch initialOffset {
case offsetEarliest:
Expand Down
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