robocar-steering-tflite-edg.../pkg/metrics/metrics.go

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package metrics
import (
"context"
stdout "go.opentelemetry.io/otel/exporters/stdout/stdoutmetric"
"go.opentelemetry.io/otel/metric"
"go.opentelemetry.io/otel/metric/global"
"go.opentelemetry.io/otel/metric/unit"
controller "go.opentelemetry.io/otel/sdk/metric/controller/basic"
processor "go.opentelemetry.io/otel/sdk/metric/processor/basic"
"go.opentelemetry.io/otel/sdk/metric/selector/simple"
"go.uber.org/zap"
)
var (
FrameAge metric.Int64Histogram
InferenceDuration metric.Int64Histogram
)
func initMeter(ctx context.Context) func() {
zap.S().Info("init telemetry")
exporter, err := stdout.New(
stdout.WithPrettyPrint(),
)
if err != nil {
zap.S().Panicf("failed to initialize prometheus exporter %v", err)
}
pusher := controller.New(
processor.NewFactory(
simple.NewWithInexpensiveDistribution(),
//simple.NewWithHistogramDistribution(
// histogram.WithExplicitBoundaries(
// []float64{.005, .5, 1, 2.5, 5, 10, 20, 50, 100},
// ),
//),
exporter,
),
controller.WithExporter(exporter),
)
if err = pusher.Start(ctx); err != nil {
zap.S().Fatalf("starting push controller: %v", err)
}
global.SetMeterProvider(pusher)
return func() {
if err := pusher.Stop(ctx); err != nil {
zap.S().Fatalf("stopping push controller: %v", err)
}
}
}
func Init(ctx context.Context) func() {
cleaner := initMeter(ctx)
meter := global.Meter("robocar/rc-steering")
FrameAge = metric.Must(meter).NewInt64Histogram(
"robocar.frame_age",
metric.WithUnit(unit.Milliseconds),
metric.WithDescription("time before frame processing"))
InferenceDuration = metric.Must(meter).NewInt64Histogram(
"robocar.inference_duration",
metric.WithUnit(unit.Milliseconds),
metric.WithDescription("tensorflow inference duration"))
return cleaner
}