diff --git a/api/dataservices/edgeupdateschedule/edgeupdateschedule.go b/api/dataservices/edgeupdateschedule/edgeupdateschedule.go
index 2430bab11..3044d6f09 100644
--- a/api/dataservices/edgeupdateschedule/edgeupdateschedule.go
+++ b/api/dataservices/edgeupdateschedule/edgeupdateschedule.go
@@ -4,10 +4,11 @@ import (
 	"fmt"
 	"sync"
 
-	"github.com/pkg/errors"
 	portainer "github.com/portainer/portainer/api"
 	"github.com/portainer/portainer/api/edgetypes"
-	"github.com/sirupsen/logrus"
+
+	"github.com/pkg/errors"
+	"github.com/rs/zerolog/log"
 )
 
 const (
@@ -84,7 +85,7 @@ func (service *Service) List() ([]edgetypes.UpdateSchedule, error) {
 		func(obj interface{}) (interface{}, error) {
 			item, ok := obj.(*edgetypes.UpdateSchedule)
 			if !ok {
-				logrus.WithField("obj", obj).Errorf("Failed to convert to EdgeUpdateSchedule object")
+				log.Debug().Str("obj", fmt.Sprintf("%#v", obj)).Msg("failed to convert to EdgeUpdateSchedule object")
 				return nil, fmt.Errorf("Failed to convert to EdgeUpdateSchedule object: %s", obj)
 			}
 			list = append(list, *item)
diff --git a/api/dataservices/snapshot/snapshot.go b/api/dataservices/snapshot/snapshot.go
index ab5909d26..0a2f23ddc 100644
--- a/api/dataservices/snapshot/snapshot.go
+++ b/api/dataservices/snapshot/snapshot.go
@@ -4,7 +4,8 @@ import (
 	"fmt"
 
 	portainer "github.com/portainer/portainer/api"
-	"github.com/sirupsen/logrus"
+
+	"github.com/rs/zerolog/log"
 )
 
 const (
@@ -51,7 +52,7 @@ func (service *Service) Snapshots() ([]portainer.Snapshot, error) {
 		func(obj interface{}) (interface{}, error) {
 			snapshot, ok := obj.(*portainer.Snapshot)
 			if !ok {
-				logrus.WithField("obj", obj).Errorf("Failed to convert to Snapshot object")
+				log.Debug().Str("obj", fmt.Sprintf("%#v", obj)).Msg("failed to convert to Snapshot object")
 				return nil, fmt.Errorf("failed to convert to Snapshot object: %s", obj)
 			}
 			snapshots = append(snapshots, *snapshot)
diff --git a/api/go.mod b/api/go.mod
index 0e38ab706..60d1da09d 100644
--- a/api/go.mod
+++ b/api/go.mod
@@ -39,7 +39,6 @@ require (
 	github.com/rkl-/digest v0.0.0-20180419075440-8316caa4a777
 	github.com/robfig/cron/v3 v3.0.1
 	github.com/rs/zerolog v1.28.0
-	github.com/sirupsen/logrus v1.8.1
 	github.com/stretchr/testify v1.7.0
 	github.com/viney-shih/go-lock v1.1.1
 	go.etcd.io/bbolt v1.3.6
@@ -105,6 +104,7 @@ require (
 	github.com/opencontainers/image-spec v1.0.2 // indirect
 	github.com/pmezard/go-difflib v1.0.0 // indirect
 	github.com/sergi/go-diff v1.1.0 // indirect
+	github.com/sirupsen/logrus v1.8.1 // indirect
 	github.com/spf13/pflag v1.0.5 // indirect
 	github.com/tomasen/realip v0.0.0-20180522021738-f0c99a92ddce // indirect
 	github.com/x448/float16 v0.8.4 // indirect