Files
lingniu-vehicle-ingest/go/vehicle-gateway/cmd/fields-projector/main.go

491 lines
18 KiB
Go

package main
import (
"context"
"encoding/json"
"errors"
"fmt"
"log/slog"
"os"
"os/signal"
"strconv"
"strings"
"sync"
"syscall"
"time"
"github.com/segmentio/kafka-go"
"lingniu-vehicle-ingest/go/vehicle-gateway/internal/envelope"
"lingniu-vehicle-ingest/go/vehicle-gateway/internal/health"
"lingniu-vehicle-ingest/go/vehicle-gateway/internal/metrics"
"lingniu-vehicle-ingest/go/vehicle-gateway/internal/observability"
"lingniu-vehicle-ingest/go/vehicle-gateway/internal/realtime"
"lingniu-vehicle-ingest/go/vehicle-gateway/internal/topics"
)
func main() {
logger := observability.NewLogger("vehicle-fields-projector")
ctx, stop := signal.NotifyContext(context.Background(), os.Interrupt, syscall.SIGTERM)
defer stop()
cfg := loadConfig()
if err := cfg.Validate(); err != nil {
logger.Error("invalid fields projector config", "error", err)
os.Exit(1)
}
if err := pingKafka(ctx, cfg.KafkaBrokers); err != nil {
logger.Error("kafka connectivity check failed", "error", err)
os.Exit(1)
}
registry := metrics.NewRegistry()
recordConfigMetrics(registry, cfg)
for _, route := range cfg.Routes {
metrics.RegisterKafkaConsumerInfo(registry, "vehicle-fields-projector", route.GroupID, []string{route.RawTopic})
}
health.Start(ctx, logger, health.NewServer(env("HEALTH_ADDR", ""), "vehicle-fields-projector", nil, registry))
logger.Info("fields projector started",
"kafka_brokers", strings.Join(cfg.KafkaBrokers, ","),
"group_prefix", cfg.GroupPrefix,
"workers_per_protocol", cfg.WorkersPerProtocol,
"batch_size", cfg.BatchSize,
"batch_wait_ms", cfg.BatchWait.Milliseconds(),
"operation_timeout_ms", cfg.OperationTimeout.Milliseconds(),
"retry_delay_ms", cfg.RetryDelay.Milliseconds(),
"start_offset", cfg.StartOffsetName)
var workers sync.WaitGroup
for _, route := range cfg.Routes {
for workerID := 1; workerID <= cfg.WorkersPerProtocol; workerID++ {
workers.Add(1)
go func(route projectionRoute, workerID int) {
defer workers.Done()
runProjector(ctx, logger.With("protocol", route.Protocol, "worker", workerID), registry, cfg, route, workerID)
}(route, workerID)
}
}
workers.Wait()
}
type config struct {
KafkaBrokers []string
GroupPrefix string
Routes []projectionRoute
WorkersPerProtocol int
BatchSize int
BatchWait time.Duration
OperationTimeout time.Duration
RetryDelay time.Duration
StartOffset int64
StartOffsetName string
}
type projectionRoute struct {
Protocol envelope.Protocol
RawTopic string
FieldsTopic string
GroupID string
}
func loadConfig() config {
groupPrefix := env("FIELDS_PROJECTOR_GROUP_PREFIX", "vehicle-fields-projector-v1")
startOffsetName := strings.ToLower(env("KAFKA_START_OFFSET", "last"))
startOffset := int64(kafka.LastOffset)
if startOffsetName == "first" {
startOffset = kafka.FirstOffset
} else {
startOffsetName = "last"
}
routes := []projectionRoute{
{Protocol: envelope.ProtocolGB32960, RawTopic: env("KAFKA_TOPIC_GB32960_RAW", topics.RawGB32960), FieldsTopic: env("KAFKA_TOPIC_GB32960_FIELDS", topics.FieldsGB32960)},
{Protocol: envelope.ProtocolJT808, RawTopic: env("KAFKA_TOPIC_JT808_RAW", topics.RawJT808), FieldsTopic: env("KAFKA_TOPIC_JT808_FIELDS", topics.FieldsJT808)},
{Protocol: envelope.ProtocolYutongMQTT, RawTopic: env("KAFKA_TOPIC_YUTONG_MQTT_RAW", topics.RawYutongMQTT), FieldsTopic: env("KAFKA_TOPIC_YUTONG_MQTT_FIELDS", topics.FieldsYutongMQTT)},
}
for index := range routes {
routes[index].GroupID = groupPrefix + "-" + strings.ToLower(strings.ReplaceAll(string(routes[index].Protocol), "_", "-"))
}
return config{
KafkaBrokers: splitCSV(env("KAFKA_BROKERS", "127.0.0.1:9092")),
GroupPrefix: groupPrefix,
Routes: routes,
WorkersPerProtocol: envInt("FIELDS_PROJECTOR_WORKERS_PER_PROTOCOL", 1),
BatchSize: envInt("FIELDS_PROJECTOR_BATCH_SIZE", 500),
BatchWait: time.Duration(envInt("FIELDS_PROJECTOR_BATCH_WAIT_MS", 20)) * time.Millisecond,
OperationTimeout: time.Duration(envInt("FIELDS_PROJECTOR_OPERATION_TIMEOUT_MS", 30000)) * time.Millisecond,
RetryDelay: time.Duration(envInt("FIELDS_PROJECTOR_RETRY_DELAY_MS", 500)) * time.Millisecond,
StartOffset: startOffset,
StartOffsetName: startOffsetName,
}
}
func (c config) Validate() error {
if len(c.KafkaBrokers) == 0 {
return errors.New("kafka brokers are required")
}
if strings.TrimSpace(c.GroupPrefix) == "" {
return errors.New("fields projector group prefix is required")
}
if c.WorkersPerProtocol < 1 || c.BatchSize < 1 || c.BatchWait <= 0 || c.OperationTimeout <= 0 || c.RetryDelay <= 0 {
return errors.New("fields projector worker, batch and timeout settings must be positive")
}
raw := make(map[string]string, len(c.Routes))
fields := make(map[string]string, len(c.Routes))
groups := map[string]struct{}{}
for _, route := range c.Routes {
protocol := string(route.Protocol)
raw[protocol] = route.RawTopic
fields[protocol] = route.FieldsTopic
if strings.TrimSpace(route.GroupID) == "" {
return fmt.Errorf("consumer group is required for protocol %s", route.Protocol)
}
if _, exists := groups[route.GroupID]; exists {
return fmt.Errorf("duplicate consumer group %q", route.GroupID)
}
groups[route.GroupID] = struct{}{}
}
return topics.ValidateKafkaRawFields(raw, fields)
}
type kafkaBatchWriter interface {
WriteMessages(context.Context, ...kafka.Message) error
}
type kafkaMessageFetcher interface {
FetchMessage(context.Context) (kafka.Message, error)
}
type kafkaMessageCommitter interface {
CommitMessages(context.Context, ...kafka.Message) error
}
func runProjector(ctx context.Context, logger *slog.Logger, registry *metrics.Registry, cfg config, route projectionRoute, workerID int) {
reader := kafka.NewReader(kafka.ReaderConfig{
Brokers: cfg.KafkaBrokers,
GroupID: route.GroupID,
GroupTopics: []string{route.RawTopic},
StartOffset: cfg.StartOffset,
MinBytes: 1,
MaxBytes: 10e6,
})
defer reader.Close()
writer := &kafka.Writer{
Addr: kafka.TCP(cfg.KafkaBrokers...),
Balancer: &kafka.Hash{},
RequiredAcks: kafka.RequireAll,
AllowAutoTopicCreation: false,
BatchTimeout: cfg.BatchWait,
Async: false,
}
defer writer.Close()
labels := metrics.Labels{"protocol": string(route.Protocol), "worker": strconv.Itoa(workerID)}
registry.SetGauge("vehicle_fields_projector_worker_active", labels, 1)
defer registry.SetGauge("vehicle_fields_projector_worker_active", labels, 0)
for {
first, err := reader.FetchMessage(ctx)
if err != nil {
if ctx.Err() != nil {
return
}
logger.Error("kafka fetch failed", "error", err)
continue
}
batch := collectBatch(ctx, reader, first, cfg.BatchSize, cfg.BatchWait)
processBatchReliably(ctx, logger, registry, writer, reader, route, batch, cfg.OperationTimeout, cfg.RetryDelay)
}
}
func collectBatch(ctx context.Context, fetcher kafkaMessageFetcher, first kafka.Message, maxSize int, maxWait time.Duration) []kafka.Message {
if maxSize <= 1 {
return []kafka.Message{first}
}
batch := []kafka.Message{first}
deadline := time.Now().Add(maxWait)
for len(batch) < maxSize {
remaining := time.Until(deadline)
if remaining <= 0 {
break
}
fetchCtx, cancel := context.WithTimeout(ctx, remaining)
message, err := fetcher.FetchMessage(fetchCtx)
cancel()
if err != nil {
break
}
batch = append(batch, message)
}
return batch
}
func processBatchReliably(ctx context.Context, logger interface {
Error(string, ...any)
Warn(string, ...any)
}, registry *metrics.Registry, writer kafkaBatchWriter, committer kafkaMessageCommitter, route projectionRoute, messages []kafka.Message, operationTimeout time.Duration, retryDelay time.Duration) {
labels := metrics.Labels{"protocol": string(route.Protocol)}
defer registry.SetGauge("vehicle_fields_projector_retry_pending_messages", labels, 0)
for len(messages) > 0 {
operationCtx, cancel := context.WithTimeout(context.WithoutCancel(ctx), operationTimeout)
outputs, err := projectBatch(operationCtx, logger, registry, writer, route, messages)
cancel()
if err != nil {
registry.SetGauge("vehicle_fields_projector_retry_pending_messages", labels, float64(len(messages)))
registry.IncCounter("vehicle_fields_projector_batch_retries_total", metrics.Labels{"protocol": string(route.Protocol), "reason": "write_error"})
if !waitForRetry(ctx, retryDelay) {
return
}
continue
}
commitCtx, commitCancel := context.WithTimeout(context.WithoutCancel(ctx), operationTimeout)
err = committer.CommitMessages(commitCtx, messages...)
commitCancel()
if err == nil {
for _, message := range messages {
recordMessageMetric(registry, "vehicle_fields_projector_kafka_commits_total", message.Topic, "ok")
}
_ = outputs
return
}
for _, message := range messages {
recordMessageMetric(registry, "vehicle_fields_projector_kafka_commits_total", message.Topic, "error")
}
registry.SetGauge("vehicle_fields_projector_retry_pending_messages", labels, float64(len(messages)))
registry.IncCounter("vehicle_fields_projector_batch_retries_total", metrics.Labels{"protocol": string(route.Protocol), "reason": "commit_error"})
logger.Error("kafka source offset commit failed", "topic", route.RawTopic, "messages", len(messages), "error", err)
if !retryCommit(ctx, logger, registry, committer, messages, route.Protocol, operationTimeout, retryDelay) {
return
}
return
}
}
func projectBatch(ctx context.Context, logger interface {
Error(string, ...any)
Warn(string, ...any)
}, registry *metrics.Registry, writer kafkaBatchWriter, route projectionRoute, messages []kafka.Message) (int, error) {
if len(messages) == 0 {
return 0, nil
}
outputs := make([]kafka.Message, 0, len(messages))
setBatchPending(registry, route.Protocol, len(messages), 0)
defer setBatchPending(registry, route.Protocol, -len(messages), -len(outputs))
for _, message := range messages {
recordMessageMetric(registry, "vehicle_fields_projector_kafka_messages_total", message.Topic, "received")
recordKafkaLag(registry, message)
var raw envelope.FrameEnvelope
if err := json.Unmarshal(message.Value, &raw); err != nil {
recordMessageMetric(registry, "vehicle_fields_projector_kafka_messages_total", message.Topic, "invalid_json")
logger.Warn("skip invalid raw envelope json", "topic", message.Topic, "partition", message.Partition, "offset", message.Offset, "error", err)
continue
}
if status, err := topics.ValidateRawEnvelope(route.RawTopic, raw); err != nil {
recordMessageMetric(registry, "vehicle_fields_projector_kafka_messages_total", message.Topic, status)
logger.Warn("skip mismatched raw envelope", "topic", message.Topic, "partition", message.Partition, "offset", message.Offset, "protocol", raw.Protocol, "event_id", raw.StableEventID(), "error", err)
continue
}
fields, ok := realtime.BuildFieldsEnvelope(raw)
if !ok {
status := "skipped_missing_fields"
if !envelope.IsRealtimeTelemetryFrame(raw) {
status = "skipped_non_realtime"
}
recordProjectionMetric(registry, route.Protocol, status, 0)
continue
}
if status, err := topics.ValidateFieldsEnvelope(route.FieldsTopic, fields); err != nil {
recordProjectionMetric(registry, route.Protocol, status, len(fields.Fields))
logger.Warn("skip invalid projected fields envelope", "topic", route.FieldsTopic, "protocol", fields.Protocol, "event_id", fields.StableEventID(), "error", err)
continue
}
payload, err := fields.MarshalJSONBytes()
if err != nil {
recordProjectionMetric(registry, route.Protocol, "marshal_error", len(fields.Fields))
logger.Warn("skip fields envelope marshal error", "topic", route.FieldsTopic, "event_id", fields.StableEventID(), "error", err)
continue
}
outputs = append(outputs, kafka.Message{
Topic: route.FieldsTopic,
Key: fields.KafkaKey(),
Value: payload,
Time: message.Time,
})
recordProjectionMetric(registry, route.Protocol, "projected", len(fields.Fields))
}
setBatchPending(registry, route.Protocol, 0, len(outputs))
defer setBatchPending(registry, route.Protocol, 0, -len(outputs))
if len(outputs) == 0 {
return 0, nil
}
started := time.Now()
err := writer.WriteMessages(ctx, outputs...)
status := "ok"
if err != nil {
status = "error"
}
recordWriteDuration(registry, route.FieldsTopic, status, time.Since(started))
for range outputs {
recordMessageMetric(registry, "vehicle_fields_projector_kafka_writes_total", route.FieldsTopic, status)
}
if err != nil {
logger.Error("fields kafka write failed", "topic", route.FieldsTopic, "messages", len(outputs), "error", err)
return len(outputs), err
}
return len(outputs), nil
}
func retryCommit(ctx context.Context, logger interface {
Error(string, ...any)
}, registry *metrics.Registry, committer kafkaMessageCommitter, messages []kafka.Message, protocol envelope.Protocol, operationTimeout, retryDelay time.Duration) bool {
for {
if !waitForRetry(ctx, retryDelay) {
return false
}
operationCtx, cancel := context.WithTimeout(context.WithoutCancel(ctx), operationTimeout)
err := committer.CommitMessages(operationCtx, messages...)
cancel()
if err == nil {
for _, message := range messages {
recordMessageMetric(registry, "vehicle_fields_projector_kafka_commits_total", message.Topic, "ok")
}
return true
}
for _, message := range messages {
recordMessageMetric(registry, "vehicle_fields_projector_kafka_commits_total", message.Topic, "error")
}
registry.IncCounter("vehicle_fields_projector_batch_retries_total", metrics.Labels{"protocol": string(protocol), "reason": "commit_error"})
logger.Error("kafka source offset commit retry failed", "messages", len(messages), "error", err)
}
}
func waitForRetry(ctx context.Context, delay time.Duration) bool {
timer := time.NewTimer(delay)
defer timer.Stop()
select {
case <-ctx.Done():
return false
case <-timer.C:
return true
}
}
func pingKafka(ctx context.Context, brokers []string) error {
if len(brokers) == 0 {
return errors.New("kafka broker is required")
}
checkCtx, cancel := context.WithTimeout(ctx, 5*time.Second)
defer cancel()
conn, err := kafka.DialContext(checkCtx, "tcp", brokers[0])
if err != nil {
return err
}
return conn.Close()
}
func recordConfigMetrics(registry *metrics.Registry, cfg config) {
registry.SetGauge("vehicle_fields_projector_config", metrics.Labels{"setting": "workers_per_protocol"}, float64(cfg.WorkersPerProtocol))
registry.SetGauge("vehicle_fields_projector_config", metrics.Labels{"setting": "batch_size"}, float64(cfg.BatchSize))
registry.SetGauge("vehicle_fields_projector_config", metrics.Labels{"setting": "batch_wait_ms"}, float64(cfg.BatchWait.Milliseconds()))
registry.SetGauge("vehicle_fields_projector_config", metrics.Labels{"setting": "operation_timeout_ms"}, float64(cfg.OperationTimeout.Milliseconds()))
}
func recordMessageMetric(registry *metrics.Registry, name, topic, status string) {
if registry == nil {
return
}
labels := metrics.Labels{"topic": topic, "status": status}
registry.IncCounter(name, labels)
switch name {
case "vehicle_fields_projector_kafka_messages_total":
metrics.RecordLastActivity(registry, "vehicle_fields_projector_last_message_unix_seconds", labels)
case "vehicle_fields_projector_kafka_writes_total":
metrics.RecordLastActivity(registry, "vehicle_fields_projector_last_write_unix_seconds", labels)
case "vehicle_fields_projector_kafka_commits_total":
metrics.RecordLastActivity(registry, "vehicle_fields_projector_last_commit_unix_seconds", labels)
}
}
func recordProjectionMetric(registry *metrics.Registry, protocol envelope.Protocol, status string, fieldCount int) {
if registry == nil {
return
}
labels := metrics.Labels{"protocol": string(protocol), "status": status}
registry.IncCounter("vehicle_fields_projector_projections_total", labels)
if fieldCount > 0 {
registry.SetGauge("vehicle_fields_projector_field_count", labels, float64(fieldCount))
}
}
func recordKafkaLag(registry *metrics.Registry, message kafka.Message) {
if registry == nil {
return
}
lag := message.HighWaterMark - message.Offset - 1
if lag < 0 {
lag = 0
}
registry.SetGauge("vehicle_fields_projector_kafka_lag", metrics.Labels{
"topic": message.Topic, "partition": strconv.Itoa(message.Partition),
}, float64(lag))
}
var projectorPendingMu sync.Mutex
var projectorPendingMessages = map[envelope.Protocol]int{}
var projectorPendingFields = map[envelope.Protocol]int{}
func setBatchPending(registry *metrics.Registry, protocol envelope.Protocol, messagesDelta, fieldsDelta int) {
if registry == nil {
return
}
projectorPendingMu.Lock()
projectorPendingMessages[protocol] += messagesDelta
projectorPendingFields[protocol] += fieldsDelta
messages := projectorPendingMessages[protocol]
fields := projectorPendingFields[protocol]
projectorPendingMu.Unlock()
labels := metrics.Labels{"protocol": string(protocol)}
registry.SetGauge("vehicle_fields_projector_batch_pending_messages", labels, float64(messages))
registry.SetGauge("vehicle_fields_projector_batch_pending_fields", labels, float64(fields))
}
var projectorWriteBucketsMS = []float64{1, 5, 10, 25, 50, 100, 250, 500, 1000, 5000}
func recordWriteDuration(registry *metrics.Registry, topic, status string, elapsed time.Duration) {
if registry == nil {
return
}
registry.ObserveHistogram("vehicle_fields_projector_write_duration_ms_histogram", metrics.Labels{
"topic": topic, "status": status,
}, projectorWriteBucketsMS, float64(elapsed.Milliseconds()))
}
func env(key, fallback string) string {
value := strings.TrimSpace(os.Getenv(key))
if value == "" {
return fallback
}
return value
}
func envInt(key string, fallback int) int {
value := strings.TrimSpace(os.Getenv(key))
if value == "" {
return fallback
}
parsed, err := strconv.Atoi(value)
if err != nil {
return fallback
}
return parsed
}
func splitCSV(value string) []string {
var out []string
for _, item := range strings.Split(value, ",") {
item = strings.TrimSpace(item)
if item != "" {
out = append(out, item)
}
}
return out
}