in logsapi/metrics.go [39:78]
func ProcessPlatformReport(fnARN string, deadlineMs int64, ts time.Time, platformReport LogEvent) ([]byte, error) {
metricsContainer := model.MetricsContainer{
Metrics: &model.Metrics{},
}
convMB2Bytes := float64(1024 * 1024)
platformReportMetrics := platformReport.Record.Metrics
// APM Spec Fields
// Timestamp
metricsContainer.Metrics.Timestamp = model.Time(platformReport.Time)
// FaaS Fields
metricsContainer.Metrics.FAAS = &model.ExtendedFAAS{
Execution: platformReport.Record.RequestID,
ID: fnARN,
Coldstart: platformReportMetrics.InitDurationMs > 0,
}
// System
// AWS uses binary multiples to compute memory : https://aws.amazon.com/about-aws/whats-new/2020/12/aws-lambda-supports-10gb-memory-6-vcpu-cores-lambda-functions/
metricsContainer.Add("system.memory.total", float64(platformReportMetrics.MemorySizeMB)*convMB2Bytes) // Unit : Bytes
metricsContainer.Add("system.memory.actual.free", float64(platformReportMetrics.MemorySizeMB-platformReportMetrics.MaxMemoryUsedMB)*convMB2Bytes) // Unit : Bytes
// Raw Metrics
metricsContainer.Add("faas.duration", float64(platformReportMetrics.DurationMs)) // Unit : Milliseconds
metricsContainer.Add("faas.billed_duration", float64(platformReportMetrics.BilledDurationMs)) // Unit : Milliseconds
metricsContainer.Add("faas.coldstart_duration", float64(platformReportMetrics.InitDurationMs)) // Unit : Milliseconds
// In AWS Lambda, the Timeout is configured as an integer number of seconds. We use this assumption to derive the Timeout from
// - The epoch corresponding to the end of the current invocation (its "deadline")
// - The epoch corresponding to the start of the current invocation
// - The multiplication / division then rounds the value to obtain a number of ms that can be expressed a multiple of 1000 (see initial assumption)
metricsContainer.Add("faas.timeout", math.Ceil(float64(deadlineMs-ts.UnixMilli())/1e3)*1e3) // Unit : Milliseconds
var jsonWriter fastjson.Writer
if err := metricsContainer.MarshalFastJSON(&jsonWriter); err != nil {
return nil, err
}
return jsonWriter.Bytes(), nil
}