Add info/debug logging to the metric SDK #4315

MrAlias · 2023-07-14T18:56:00Z

Resolves #3722

Info log the creation of a MeterProvider and Meter. Debug log the collection from the periodic and manual reader as well as the exports of the Prometheus, stdout, and OTLP exporters. For reference, info/debug logging is not enable by default so this change will not show unless a user enables it.

Verification

Manually tested using the following modified version of the view example:

package main

import (
	"context"
	"fmt"
	"log"
	"net/http"
	"os"
	"os/signal"
	"time"

	"github.com/go-logr/stdr"
	"github.com/prometheus/client_golang/prometheus/promhttp"

	"go.opentelemetry.io/otel"
	"go.opentelemetry.io/otel/attribute"
	"go.opentelemetry.io/otel/exporters/otlp/otlpmetric/otlpmetricgrpc"
	"go.opentelemetry.io/otel/exporters/otlp/otlpmetric/otlpmetrichttp"
	otelprom "go.opentelemetry.io/otel/exporters/prometheus"
	"go.opentelemetry.io/otel/exporters/stdout/stdoutmetric"
	api "go.opentelemetry.io/otel/metric"
	"go.opentelemetry.io/otel/sdk/instrumentation"
	"go.opentelemetry.io/otel/sdk/metric"
	"go.opentelemetry.io/otel/sdk/metric/aggregation"
)

const meterName = "github.com/open-telemetry/opentelemetry-go/example/view"

type discarder struct{}

func (discarder) Encode(any) error { return nil }

func main() {
	stdr.SetVerbosity(10)
	otel.SetLogger(stdr.New(log.Default()))

	ctx := context.Background()

	// The exporter embeds a default OpenTelemetry Reader, allowing it to be used in WithReader.
	exporter, err := otelprom.New()
	if err != nil {
		log.Fatal(err)
	}

	interval := time.Second * 3

	enc := discarder{}
	stdexp, err := stdoutmetric.New(stdoutmetric.WithEncoder(enc))
	if err != nil {
		log.Fatal(err)
	}
	r0 := metric.NewPeriodicReader(stdexp, metric.WithInterval(interval))

	og, err := otlpmetricgrpc.New(context.Background(), otlpmetricgrpc.WithInsecure())
	if err != nil {
		log.Fatal(err)
	}
	r1 := metric.NewPeriodicReader(og, metric.WithInterval(interval))

	oh, err := otlpmetrichttp.New(context.Background(), otlpmetrichttp.WithInsecure())
	if err != nil {
		log.Fatal(err)
	}
	r2 := metric.NewPeriodicReader(oh, metric.WithInterval(interval))

	provider := metric.NewMeterProvider(
		metric.WithReader(r0),
		metric.WithReader(r1),
		metric.WithReader(r2),
		metric.WithReader(exporter),
		// View to customize histogram buckets and rename a single histogram instrument.
		metric.WithView(metric.NewView(
			metric.Instrument{
				Name:  "custom_histogram",
				Scope: instrumentation.Scope{Name: meterName},
			},
			metric.Stream{
				Name: "bar",
				Aggregation: aggregation.ExplicitBucketHistogram{
					Boundaries: []float64{64, 128, 256, 512, 1024, 2048, 4096},
				},
			},
		)),
	)
	meter := provider.Meter(meterName)

	// Start the prometheus HTTP server and pass the exporter Collector to it
	go serveMetrics()

	opt := api.WithAttributes(
		attribute.Key("A").String("B"),
		attribute.Key("C").String("D"),
	)

	counter, err := meter.Float64Counter("foo", api.WithDescription("a simple counter"))
	if err != nil {
		log.Fatal(err)
	}
	counter.Add(ctx, 5, opt)

	histogram, err := meter.Float64Histogram("custom_histogram", api.WithDescription("a histogram with custom buckets and rename"))
	if err != nil {
		log.Fatal(err)
	}
	histogram.Record(ctx, 136, opt)
	histogram.Record(ctx, 64, opt)
	histogram.Record(ctx, 701, opt)
	histogram.Record(ctx, 830, opt)

	ctx, _ = signal.NotifyContext(ctx, os.Interrupt)
	<-ctx.Done()
}

func serveMetrics() {
	http.Handle("/metrics", promhttp.Handler())
	err := http.ListenAndServe(":2222", nil)
	if err != nil {
		fmt.Printf("error serving http: %v", err)
		return
	}
}

module go.opentelemetry.io/otel/example/view

go 1.19

require (
	github.com/go-logr/stdr v1.2.2
	github.com/prometheus/client_golang v1.16.0
	go.opentelemetry.io/otel v1.16.0
	go.opentelemetry.io/otel/exporters/otlp/otlpmetric/otlpmetricgrpc v0.39.0
	go.opentelemetry.io/otel/exporters/otlp/otlpmetric/otlpmetrichttp v0.0.0-00010101000000-000000000000
	go.opentelemetry.io/otel/exporters/prometheus v0.39.0
	go.opentelemetry.io/otel/exporters/stdout/stdoutmetric v0.39.0
	go.opentelemetry.io/otel/metric v1.16.0
	go.opentelemetry.io/otel/sdk v1.16.0
	go.opentelemetry.io/otel/sdk/metric v0.39.0
)

require (
	github.com/beorn7/perks v1.0.1 // indirect
	github.com/cenkalti/backoff/v4 v4.2.1 // indirect
	github.com/cespare/xxhash/v2 v2.2.0 // indirect
	github.com/go-logr/logr v1.2.4 // indirect
	github.com/golang/protobuf v1.5.3 // indirect
	github.com/grpc-ecosystem/grpc-gateway/v2 v2.16.0 // indirect
	github.com/matttproud/golang_protobuf_extensions v1.0.4 // indirect
	github.com/prometheus/client_model v0.4.0 // indirect
	github.com/prometheus/common v0.42.0 // indirect
	github.com/prometheus/procfs v0.10.1 // indirect
	go.opentelemetry.io/otel/exporters/otlp/internal/retry v1.16.0 // indirect
	go.opentelemetry.io/otel/exporters/otlp/otlpmetric v0.39.0 // indirect
	go.opentelemetry.io/otel/trace v1.16.0 // indirect
	go.opentelemetry.io/proto/otlp v0.20.0 // indirect
	golang.org/x/net v0.10.0 // indirect
	golang.org/x/sys v0.10.0 // indirect
	golang.org/x/text v0.9.0 // indirect
	google.golang.org/genproto/googleapis/api v0.0.0-20230530153820-e85fd2cbaebc // indirect
	google.golang.org/genproto/googleapis/rpc v0.0.0-20230530153820-e85fd2cbaebc // indirect
	google.golang.org/grpc v1.56.2 // indirect
	google.golang.org/protobuf v1.31.0 // indirect
)

replace go.opentelemetry.io/otel => ../..

replace go.opentelemetry.io/otel/exporters/prometheus => ../../exporters/prometheus

replace go.opentelemetry.io/otel/exporters/stdout/stdoutmetric => ../../exporters/stdout/stdoutmetric

replace go.opentelemetry.io/otel/exporters/otlp/otlpmetric => ../../exporters/otlp/otlpmetric

replace go.opentelemetry.io/otel/exporters/otlp/otlpmetric/otlpmetricgrpc => ../../exporters/otlp/otlpmetric/otlpmetricgrpc

replace go.opentelemetry.io/otel/exporters/otlp/otlpmetric/otlpmetrichttp => ../../exporters/otlp/otlpmetric/otlpmetrichttp

replace go.opentelemetry.io/otel/sdk => ../../sdk

replace go.opentelemetry.io/otel/sdk/metric => ../../sdk/metric

replace go.opentelemetry.io/otel/metric => ../../metric

replace go.opentelemetry.io/otel/trace => ../../trace

Got:

go run .
2023/07/14 11:54:45 "level"=4 "msg"="MeterProvider created" "Resource"={"Attributes":{"telemetry.sdk.language":"go","telemetry.sdk.name":"opentelemetry","telemetry.sdk.version":"1.16.0","service.name":"unknown_service:view"},"SchemaURL":"https://opentelemetry.io/schemas/1.17.0"} "Readers"=[{"Type":"PeriodicReader","Exporter":{"Type":"STDOUT"},"Registered":true,"Shutdown":false,"Interval":"3s","Timeout":"30s"},{"Type":"PeriodicReader","Exporter":{"Type":"OTLP/gRPC"},"Registered":true,"Shutdown":false,"Interval":"3s","Timeout":"30s"},{"Type":"PeriodicReader","Exporter":{"Type":"OTLP/HTTP"},"Registered":true,"Shutdown":false,"Interval":"3s","Timeout":"30s"},{"Type":"Prometheus exporter","Registered":true,"Shutdown":false}] "Views"=1
2023/07/14 11:54:45 "level"=4 "msg"="Meter created" "Name"="github.com/open-telemetry/opentelemetry-go/example/view" "Version"="" "SchemaURL"=""
2023/07/14 11:54:46 "level"=8 "msg"="ManualReader collection" "Data"={"Resource":{"Attributes":{"service.name":"unknown_service:view","telemetry.sdk.language":"go","telemetry.sdk.name":"opentelemetry","telemetry.sdk.version":"1.16.0"},"SchemaURL":"https://opentelemetry.io/schemas/1.17.0"},"ScopeMetrics":[{"Scope":{"Name":"github.com/open-telemetry/opentelemetry-go/example/view","Version":"","SchemaURL":""},"Metrics":[{"Name":"foo","Description":"a simple counter","Unit":"","Data":{"DataPoints":[{"Attributes":{"A":"B","C":"D"},"StartTime":"2023-07-14 11:54:45.262397925 -0700 PDT m=+0.002935408","Time":"2023-07-14 11:54:46.529854515 -0700 PDT m=+1.270392097","Value":5}],"Temporality":"CumulativeTemporality","IsMonotonic":true}},{"Name":"bar","Description":"a histogram with custom buckets and rename","Unit":"","Data":{"DataPoints":[{"Attributes":{"A":"B","C":"D"},"StartTime":"2023-07-14 11:54:45.262424397 -0700 PDT m=+0.002961880","Time":"2023-07-14 11:54:46.529859278 -0700 PDT m=+1.270396856","Count":4,"Bounds":[64,128,256,512,1024,2048,4096],"BucketCounts":[1,0,1,0,2,0,0,0],"Min":{},"Max":{},"Sum":1731}],"Temporality":"CumulativeTemporality"}}]}]}
2023/07/14 11:54:46 "level"=8 "msg"="Prometheus exporter export" "Data"={"Resource":{"Attributes":{"service.name":"unknown_service:view","telemetry.sdk.language":"go","telemetry.sdk.name":"opentelemetry","telemetry.sdk.version":"1.16.0"},"SchemaURL":"https://opentelemetry.io/schemas/1.17.0"},"ScopeMetrics":[{"Scope":{"Name":"github.com/open-telemetry/opentelemetry-go/example/view","Version":"","SchemaURL":""},"Metrics":[{"Name":"foo","Description":"a simple counter","Unit":"","Data":{"DataPoints":[{"Attributes":{"A":"B","C":"D"},"StartTime":"2023-07-14 11:54:45.262397925 -0700 PDT m=+0.002935408","Time":"2023-07-14 11:54:46.529854515 -0700 PDT m=+1.270392097","Value":5}],"Temporality":"CumulativeTemporality","IsMonotonic":true}},{"Name":"bar","Description":"a histogram with custom buckets and rename","Unit":"","Data":{"DataPoints":[{"Attributes":{"C":"D","A":"B"},"StartTime":"2023-07-14 11:54:45.262424397 -0700 PDT m=+0.002961880","Time":"2023-07-14 11:54:46.529859278 -0700 PDT m=+1.270396856","Count":4,"Bounds":[64,128,256,512,1024,2048,4096],"BucketCounts":[1,0,1,0,2,0,0,0],"Min":{},"Max":{},"Sum":1731}],"Temporality":"CumulativeTemporality"}}]}]}
2023/07/14 11:54:48 "level"=8 "msg"="PeriodicReader collection" "Data"={"Resource":{"Attributes":{"service.name":"unknown_service:view","telemetry.sdk.language":"go","telemetry.sdk.name":"opentelemetry","telemetry.sdk.version":"1.16.0"},"SchemaURL":"https://opentelemetry.io/schemas/1.17.0"},"ScopeMetrics":[{"Scope":{"Name":"github.com/open-telemetry/opentelemetry-go/example/view","Version":"","SchemaURL":""},"Metrics":[{"Name":"foo","Description":"a simple counter","Unit":"","Data":{"DataPoints":[{"Attributes":{"A":"B","C":"D"},"StartTime":"2023-07-14 11:54:45.262396289 -0700 PDT m=+0.002933772","Time":"2023-07-14 11:54:48.263244711 -0700 PDT m=+3.003782420","Value":5}],"Temporality":"CumulativeTemporality","IsMonotonic":true}},{"Name":"bar","Description":"a histogram with custom buckets and rename","Unit":"","Data":{"DataPoints":[{"Attributes":{"C":"D","A":"B"},"StartTime":"2023-07-14 11:54:45.262422888 -0700 PDT m=+0.002960371","Time":"2023-07-14 11:54:48.263250052 -0700 PDT m=+3.003787603","Count":4,"Bounds":[64,128,256,512,1024,2048,4096],"BucketCounts":[1,0,1,0,2,0,0,0],"Min":{},"Max":{},"Sum":1731}],"Temporality":"CumulativeTemporality"}}]}]}
2023/07/14 11:54:48 "level"=8 "msg"="PeriodicReader collection" "Data"={"Resource":{"Attributes":{"telemetry.sdk.name":"opentelemetry","telemetry.sdk.version":"1.16.0","service.name":"unknown_service:view","telemetry.sdk.language":"go"},"SchemaURL":"https://opentelemetry.io/schemas/1.17.0"},"ScopeMetrics":[{"Scope":{"Name":"github.com/open-telemetry/opentelemetry-go/example/view","Version":"","SchemaURL":""},"Metrics":[{"Name":"foo","Description":"a simple counter","Unit":"","Data":{"DataPoints":[{"Attributes":{"A":"B","C":"D"},"StartTime":"2023-07-14 11:54:45.262394295 -0700 PDT m=+0.002931778","Time":"2023-07-14 11:54:48.263262682 -0700 PDT m=+3.003800212","Value":5}],"Temporality":"CumulativeTemporality","IsMonotonic":true}},{"Name":"bar","Description":"a histogram with custom buckets and rename","Unit":"","Data":{"DataPoints":[{"Attributes":{"A":"B","C":"D"},"StartTime":"2023-07-14 11:54:45.262421226 -0700 PDT m=+0.002958709","Time":"2023-07-14 11:54:48.263265964 -0700 PDT m=+3.003803496","Count":4,"Bounds":[64,128,256,512,1024,2048,4096],"BucketCounts":[1,0,1,0,2,0,0,0],"Min":{},"Max":{},"Sum":1731}],"Temporality":"CumulativeTemporality"}}]}]}
2023/07/14 11:54:48 "level"=8 "msg"="PeriodicReader collection" "Data"={"Resource":{"Attributes":{"telemetry.sdk.name":"opentelemetry","telemetry.sdk.version":"1.16.0","service.name":"unknown_service:view","telemetry.sdk.language":"go"},"SchemaURL":"https://opentelemetry.io/schemas/1.17.0"},"ScopeMetrics":[{"Scope":{"Name":"github.com/open-telemetry/opentelemetry-go/example/view","Version":"","SchemaURL":""},"Metrics":[{"Name":"foo","Description":"a simple counter","Unit":"","Data":{"DataPoints":[{"Attributes":{"A":"B","C":"D"},"StartTime":"2023-07-14 11:54:45.262390221 -0700 PDT m=+0.002927709","Time":"2023-07-14 11:54:48.263338283 -0700 PDT m=+3.003875833","Value":5}],"Temporality":"CumulativeTemporality","IsMonotonic":true}},{"Name":"bar","Description":"a histogram with custom buckets and rename","Unit":"","Data":{"DataPoints":[{"Attributes":{"C":"D","A":"B"},"StartTime":"2023-07-14 11:54:45.262417607 -0700 PDT m=+0.002955096","Time":"2023-07-14 11:54:48.263341931 -0700 PDT m=+3.003879482","Count":4,"Bounds":[64,128,256,512,1024,2048,4096],"BucketCounts":[1,0,1,0,2,0,0,0],"Min":{},"Max":{},"Sum":1731}],"Temporality":"CumulativeTemporality"}}]}]}
2023/07/14 11:54:48 "level"=8 "msg"="STDOUT exporter export" "Data"={"Resource":{"Attributes":{"service.name":"unknown_service:view","telemetry.sdk.language":"go","telemetry.sdk.name":"opentelemetry","telemetry.sdk.version":"1.16.0"},"SchemaURL":"https://opentelemetry.io/schemas/1.17.0"},"ScopeMetrics":[{"Scope":{"Name":"github.com/open-telemetry/opentelemetry-go/example/view","Version":"","SchemaURL":""},"Metrics":[{"Name":"foo","Description":"a simple counter","Unit":"","Data":{"DataPoints":[{"Attributes":{"A":"B","C":"D"},"StartTime":"2023-07-14 11:54:45.262390221 -0700 PDT m=+0.002927709","Time":"2023-07-14 11:54:48.263338283 -0700 PDT m=+3.003875833","Value":5}],"Temporality":"CumulativeTemporality","IsMonotonic":true}},{"Name":"bar","Description":"a histogram with custom buckets and rename","Unit":"","Data":{"DataPoints":[{"Attributes":{"C":"D","A":"B"},"StartTime":"2023-07-14 11:54:45.262417607 -0700 PDT m=+0.002955096","Time":"2023-07-14 11:54:48.263341931 -0700 PDT m=+3.003879482","Count":4,"Bounds":[64,128,256,512,1024,2048,4096],"BucketCounts":[1,0,1,0,2,0,0,0],"Min":{},"Max":{},"Sum":1731}],"Temporality":"CumulativeTemporality"}}]}]}
2023/07/14 11:54:48 "level"=8 "msg"="OTLP/gRPC exporter export" "Data"={"Resource":{"Attributes":{"service.name":"unknown_service:view","telemetry.sdk.language":"go","telemetry.sdk.name":"opentelemetry","telemetry.sdk.version":"1.16.0"},"SchemaURL":"https://opentelemetry.io/schemas/1.17.0"},"ScopeMetrics":[{"Scope":{"Name":"github.com/open-telemetry/opentelemetry-go/example/view","Version":"","SchemaURL":""},"Metrics":[{"Name":"foo","Description":"a simple counter","Unit":"","Data":{"DataPoints":[{"Attributes":{"A":"B","C":"D"},"StartTime":"2023-07-14 11:54:45.262394295 -0700 PDT m=+0.002931778","Time":"2023-07-14 11:54:48.263262682 -0700 PDT m=+3.003800212","Value":5}],"Temporality":"CumulativeTemporality","IsMonotonic":true}},{"Name":"bar","Description":"a histogram with custom buckets and rename","Unit":"","Data":{"DataPoints":[{"Attributes":{"C":"D","A":"B"},"StartTime":"2023-07-14 11:54:45.262421226 -0700 PDT m=+0.002958709","Time":"2023-07-14 11:54:48.263265964 -0700 PDT m=+3.003803496","Count":4,"Bounds":[64,128,256,512,1024,2048,4096],"BucketCounts":[1,0,1,0,2,0,0,0],"Min":{},"Max":{},"Sum":1731}],"Temporality":"CumulativeTemporality"}}]}]}
2023/07/14 11:54:48 "level"=8 "msg"="OTLP/HTTP exporter export" "Data"={"Resource":{"Attributes":{"service.name":"unknown_service:view","telemetry.sdk.language":"go","telemetry.sdk.name":"opentelemetry","telemetry.sdk.version":"1.16.0"},"SchemaURL":"https://opentelemetry.io/schemas/1.17.0"},"ScopeMetrics":[{"Scope":{"Name":"github.com/open-telemetry/opentelemetry-go/example/view","Version":"","SchemaURL":""},"Metrics":[{"Name":"foo","Description":"a simple counter","Unit":"","Data":{"DataPoints":[{"Attributes":{"A":"B","C":"D"},"StartTime":"2023-07-14 11:54:45.262396289 -0700 PDT m=+0.002933772","Time":"2023-07-14 11:54:48.263244711 -0700 PDT m=+3.003782420","Value":5}],"Temporality":"CumulativeTemporality","IsMonotonic":true}},{"Name":"bar","Description":"a histogram with custom buckets and rename","Unit":"","Data":{"DataPoints":[{"Attributes":{"A":"B","C":"D"},"StartTime":"2023-07-14 11:54:45.262422888 -0700 PDT m=+0.002960371","Time":"2023-07-14 11:54:48.263250052 -0700 PDT m=+3.003787603","Count":4,"Bounds":[64,128,256,512,1024,2048,4096],"BucketCounts":[1,0,1,0,2,0,0,0],"Min":{},"Max":{},"Sum":1731}],"Temporality":"CumulativeTemporality"}}]}]}

Resolves open-telemetry#3722

codecov · 2023-07-14T18:59:45Z

Codecov Report

Merging #4315 (f289318) into main (fdbcb9a) will decrease coverage by 0.2%.
The diff coverage is 75.3%.

Additional details and impacted files

@@           Coverage Diff           @@
##            main   #4315     +/-   ##
=======================================
- Coverage   83.6%   83.4%   -0.2%     
=======================================
  Files        183     184      +1     
  Lines      14227   14350    +123     
=======================================
+ Hits       11903   11979     +76     
- Misses      2098    2145     +47     
  Partials     226     226

Impacted Files	Coverage Δ
exporters/prometheus/exporter.go	`82.7% <12.5%> (-3.9%)`	⬇️
sdk/metric/manual_reader.go	`76.2% <13.3%> (-8.9%)`	⬇️
sdk/metric/periodic_reader.go	`84.0% <13.6%> (-9.1%)`	⬇️
exporters/stdout/stdoutmetric/exporter.go	`90.1% <50.0%> (-1.7%)`	⬇️
...porters/otlp/otlpmetric/otlpmetricgrpc/exporter.go	`47.6% <60.0%> (+0.5%)`	⬆️
...porters/otlp/otlpmetric/otlpmetrichttp/exporter.go	`47.6% <60.0%> (+0.5%)`	⬆️
sdk/metric/pipeline.go	`92.7% <92.3%> (+1.2%)`	⬆️
sdk/metric/instrument.go	`91.7% <100.0%> (ø)`
sdk/metric/internal/aggregate/aggregate.go	`100.0% <100.0%> (ø)`
sdk/metric/internal/aggregate/filter.go	`100.0% <100.0%> (ø)`
... and 5 more

MadVikingGod

This looks good.

Not all logr adapters (zapr or logrusr, I can't remember which) will marshal deeply nested MarshalLog structs or slices of MarshalLog. I think it is fine to avoid working around those implementations.

exporters/otlp/otlpmetric/otlpmetricgrpc/exporter.go

Add debug logging to the metric SDK

86e0aae

Resolves open-telemetry#3722

MrAlias added pkg:SDK Related to an SDK package area:metrics Part of OpenTelemetry Metrics labels Jul 14, 2023

MrAlias added 2 commits July 14, 2023 12:01

Log MeterProvider and Meter setup at info level

0d4f01f

Add changelog entry

75f90bb

MrAlias changed the title ~~Add debug logging to the metric SDK~~ Add info/debug logging to the metric SDK Jul 14, 2023

MrAlias marked this pull request as ready for review July 14, 2023 19:04

MrAlias requested review from Aneurysm9, evantorrie, XSAM, dashpole, MadVikingGod, pellared, hanyuancheung and dmathieu as code owners July 14, 2023 19:04

MrAlias and others added 2 commits July 14, 2023 12:25

Merge branch 'main' into debug-log-metric-sdk

7ad21b4

Merge branch 'main' into debug-log-metric-sdk

8fe6249

hanyuancheung approved these changes Jul 17, 2023

View reviewed changes

dmathieu approved these changes Jul 17, 2023

View reviewed changes

pellared approved these changes Jul 17, 2023

View reviewed changes

Merge branch 'main' into debug-log-metric-sdk

f289318

MadVikingGod approved these changes Jul 17, 2023

View reviewed changes

exporters/otlp/otlpmetric/otlpmetricgrpc/exporter.go Show resolved Hide resolved

MrAlias merged commit 7467923 into open-telemetry:main Jul 17, 2023

MrAlias deleted the debug-log-metric-sdk branch July 17, 2023 14:57

MrAlias modified the milestones: Metric SDK v0.40.0, v1.17.0/v0.40.0 Aug 3, 2023

MrAlias mentioned this pull request Aug 25, 2023

Release v1.17.0/v0.40.0/v0.0.5 #4464

Merged

Provide feedback

Saved searches

Use saved searches to filter your results more quickly

Add info/debug logging to the metric SDK #4315

Add info/debug logging to the metric SDK #4315

MrAlias commented Jul 14, 2023 •

edited

Loading

codecov bot commented Jul 14, 2023 •

edited

Loading

MadVikingGod left a comment

Add info/debug logging to the metric SDK #4315

Add info/debug logging to the metric SDK #4315

Conversation

MrAlias commented Jul 14, 2023 • edited Loading

Verification

codecov bot commented Jul 14, 2023 • edited Loading

Codecov Report

MadVikingGod left a comment

Choose a reason for hiding this comment

MrAlias commented Jul 14, 2023 •

edited

Loading

codecov bot commented Jul 14, 2023 •

edited

Loading