feat(go): expose history batch pending metrics
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@@ -68,6 +68,8 @@ systemd gateway 已配置 `LimitNOFILE=1048576`,需要持续保持。
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| Gateway | parse/publish duration | p99 小于容量目标 |
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| History writer | `vehicle_history_batch_flush_total{status}` | `error` 不增长 |
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| History writer | `vehicle_history_batch_rows_total{status}` | batch 行数持续增长 |
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| History writer | `vehicle_history_batch_pending_messages` | 稳态接近 0,burst 后下降 |
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| History writer | `vehicle_history_batch_pending_rows` | 稳态接近 0,burst 后下降 |
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| History writer | `vehicle_history_batch_flush_duration_ms{status}` | flush 延迟不持续上升 |
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| NATS bridge | `vehicle_bridge_nats_consumer_ack_pending` | 稳态为 0 |
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| NATS bridge | `vehicle_bridge_nats_consumer_pending` | burst 后下降 |
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@@ -112,7 +114,7 @@ systemd gateway 已配置 `LimitNOFILE=1048576`,需要持续保持。
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- gateway frame/publish counters
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- NATS pending 和 ack pending
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- Kafka lag
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- Redis/MySQL/TDengine 写入耗时
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- Redis/MySQL/TDengine 写入耗时和 pending depth
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- CPU/load/memory/file descriptors
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- 错误日志
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@@ -43,6 +43,9 @@ curl -fsS http://127.0.0.1:20200/readyz
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| `vehicle_bridge_nats_consumer_ack_pending` | JetStream messages delivered to bridge but not yet acked. |
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| `vehicle_bridge_nats_consumer_waiting` | Pull requests waiting on the bridge durable consumer. |
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| `vehicle_history_writes_total` | TDengine history writes. Labels: `topic`, `status`. |
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| `vehicle_history_batch_pending_messages` | Messages fetched by history writer but not yet flushed and committed. |
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| `vehicle_history_batch_pending_rows` | Parsed raw envelopes waiting in the current TDengine batch. |
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| `vehicle_history_batch_flush_duration_ms` | Last TDengine batch flush duration. Labels: `status`. |
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| `vehicle_stat_writes_total` | MySQL metric writes. Labels: `topic`, `status`. |
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| `vehicle_realtime_updates_total` | Redis/MySQL realtime projector updates. Labels: `topic`, `status`. |
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| `vehicle_history_kafka_lag` | Estimated Kafka lag for history writer by topic and partition. |
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@@ -420,10 +420,12 @@ vehicle_async_sink_queue_depth{sink}
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```text
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vehicle_history_batch_flush_total{status}
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vehicle_history_batch_rows_total{status}
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vehicle_history_batch_pending_messages
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vehicle_history_batch_pending_rows
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vehicle_history_batch_flush_duration_ms{status}
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```
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进入带帧率压测时,必须同时观察 `vehicle_history_kafka_lag` 和 `vehicle_history_batch_*`。
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进入带帧率压测时,必须同时观察 `vehicle_history_kafka_lag`、`vehicle_history_batch_pending_*` 和 `vehicle_history_batch_*`。如果 pending 持续非 0 但 Kafka lag 尚未放大,说明 history-writer 已经在本地批写或提交阶段形成早期积压。
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## 下次恢复上下文时先做
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@@ -120,6 +120,8 @@ go run ./cmd/load-sim \
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| `vehicle_async_sink_enqueue_total{status="timeout"}` | 任意增长 | Gateway publish 队列已满或 worker 长时间阻塞,入口可能开始丢实时性。 |
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| `vehicle_async_sink_publish_total{status="error"}` | 连续增长 | NATS/Kafka publish 失败,需要先查中间件连接和日志。 |
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| `vehicle_history_batch_flush_total{status="error"}` | 任意增长 | TDengine 批写失败;Kafka offset 不会提交,应先查 TDengine 和 SQL 错误。 |
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| `vehicle_history_batch_pending_messages` | 持续非 0 或 burst 后不回落 | history-writer 已拉取但未完成写入/提交,可能卡在 TDengine 或 Kafka commit。 |
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| `vehicle_history_batch_pending_rows` | 持续非 0 或 burst 后不回落 | TDengine 有批量写入积压,通常早于 Kafka lag 放大。 |
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| `vehicle_history_batch_flush_duration_ms{status="ok"}` | 持续上升 | TDengine 写入延迟增加,可能需要降低 batch size 或扩容 TDengine。 |
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| `vehicle_bridge_nats_consumer_ack_pending` | 连续 2 分钟 `> 0` | 消息已投递给 bridge,但 Kafka 写入后未完成 ack。 |
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| `vehicle_bridge_nats_consumer_pending` | 持续增长且 `> 10000` | bridge 消费 NATS 的速度跟不上生产速度。 |
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@@ -174,6 +174,8 @@ func processHistoryBatch(ctx context.Context, logger interface {
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envelopes = append(envelopes, env)
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}
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if len(envelopes) > 0 {
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setBatchPending(registry, len(messages), len(envelopes))
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defer setBatchPending(registry, 0, 0)
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started := time.Now()
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err := appender.AppendAllBatch(messageCtx, envelopes)
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elapsed := time.Since(started)
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@@ -230,6 +232,14 @@ func setBatchDuration(registry *metrics.Registry, status string, elapsed time.Du
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registry.SetGauge("vehicle_history_batch_flush_duration_ms", metrics.Labels{"status": status}, float64(elapsed.Milliseconds()))
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}
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func setBatchPending(registry *metrics.Registry, messages int, rows int) {
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if registry == nil {
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return
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}
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registry.SetGauge("vehicle_history_batch_pending_messages", nil, float64(messages))
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registry.SetGauge("vehicle_history_batch_pending_rows", nil, float64(rows))
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}
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func addWriterLagMetric(registry *metrics.Registry, message kafka.Message) {
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if registry == nil {
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return
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@@ -125,6 +125,55 @@ func TestProcessHistoryBatchAppendsAllBeforeCommit(t *testing.T) {
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}
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}
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func TestProcessHistoryBatchExposesPendingBatchDepthDuringAppend(t *testing.T) {
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first := envelope.FrameEnvelope{Protocol: envelope.ProtocolGB32960, VIN: "VIN001", MessageID: "0x02"}
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second := envelope.FrameEnvelope{Protocol: envelope.ProtocolJT808, Phone: "13307795425", MessageID: "0x0200"}
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firstPayload, err := json.Marshal(first)
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if err != nil {
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t.Fatal(err)
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}
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secondPayload, err := json.Marshal(second)
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if err != nil {
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t.Fatal(err)
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}
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registry := metrics.NewRegistry()
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appender := &contextCheckingHistoryAppender{
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onAppendBatch: func() {
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text := registry.Render()
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for _, want := range []string{
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`vehicle_history_batch_pending_messages 2`,
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`vehicle_history_batch_pending_rows 2`,
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} {
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if !strings.Contains(text, want) {
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t.Fatalf("pending batch metric missing %s while appending:\n%s", want, text)
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}
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}
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},
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}
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processHistoryBatch(
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context.Background(),
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discardHistoryLogger{},
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registry,
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appender,
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&contextCheckingHistoryCommitter{},
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[]kafka.Message{
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{Topic: "vehicle.raw.go.gb32960.v1", Partition: 1, Offset: 10, HighWaterMark: 13, Value: firstPayload},
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{Topic: "vehicle.raw.go.jt808.v1", Partition: 2, Offset: 20, HighWaterMark: 21, Value: secondPayload},
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},
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)
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text := registry.Render()
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for _, want := range []string{
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`vehicle_history_batch_pending_messages 0`,
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`vehicle_history_batch_pending_rows 0`,
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} {
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if !strings.Contains(text, want) {
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t.Fatalf("pending batch metric should reset after append, missing %s:\n%s", want, text)
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}
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}
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}
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func TestProcessHistoryBatchDoesNotCommitWhenAppendFails(t *testing.T) {
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env := envelope.FrameEnvelope{Protocol: envelope.ProtocolGB32960, VIN: "VIN001", MessageID: "0x02"}
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payload, err := json.Marshal(env)
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@@ -189,11 +238,12 @@ func TestLoadConfigReadsBatchSettings(t *testing.T) {
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}
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type contextCheckingHistoryAppender struct {
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ctxErr error
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count int
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batchCount int
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batch []envelope.FrameEnvelope
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err error
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ctxErr error
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count int
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batchCount int
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batch []envelope.FrameEnvelope
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err error
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onAppendBatch func()
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}
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func (a *contextCheckingHistoryAppender) AppendAll(ctx context.Context, _ envelope.FrameEnvelope) error {
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@@ -209,6 +259,9 @@ func (a *contextCheckingHistoryAppender) AppendAllBatch(ctx context.Context, env
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a.ctxErr = ctx.Err()
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a.batchCount++
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a.batch = append([]envelope.FrameEnvelope(nil), envs...)
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if a.onAppendBatch != nil {
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a.onAppendBatch()
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}
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if a.ctxErr != nil {
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return a.ctxErr
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}
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