Keda-Operator OOM problem after upgrade to Keda v2.11.* #4789
Closed
Description
Report
Hi,
we have an OOM problem in Kubernetes (AKS 1.26.3) with the keda-operator introduced with version 2.11.*. We are using Postgres- and Prometheus trigger for scaled jobs. For now, we downgraded to 2.10.1 again, where we do not have this issue.
Grafana metrics for the keda-operator pod with 2.11.1:
After the downgrade to 2.10.1:
I added some keda-operator pod logs. but nothing useful is really found around the time the OOM happens.
We are using the default resource request/limits, e.g. keda-operator:
Limits:
cpu: 1
memory: 1000Mi
Requests:
cpu: 100m
memory: 100Mi
We have about 500 scaledjobs instances and 1 scaledobjects instance. Most of the jobs have a Prometheus trigger with the following template:
apiVersion: keda.sh/v1alpha1
kind: ScaledJob
metadata:
annotations:
meta.helm.sh/release-name: worker
meta.helm.sh/release-namespace: ks-ns
creationTimestamp: "2022-01-26T17
finalizers:
- finalizer.keda.sh
generation: 21
labels:
...
name: worker
namespace: ks-ns
resourceVersion: "647584627"
uid: 057f6b4b-8cc0-43aa-a16c-fe9ab7611d79
spec:
failedJobsHistoryLimit: 10
jobTargetRef:
activeDeadlineSeconds: 1800
backoffLimit: 6
template:
metadata:
creationTimestamp: null
labels:
...
spec:
containers:
...
ttlSecondsAfterFinished: 3600
maxReplicaCount: 20
pollingInterval: 5
rolloutStrategy: default
scalingStrategy: {}
successfulJobsHistoryLimit: 1
triggers:
- metadata:
metricName: serverless_pendingjobs
query: max(serverless_pendingjobs{queue="queue", namespace="ks-ns"})
serverAddress: http://[cluster]:9090
threshold: "1"
type: prometheus
Expected Behavior
Memory consumption should stay the same after the Keda version update.
Actual Behavior
Huge jump in memory consumption after the upgrade.
Steps to Reproduce the Problem
Have a bigger cluster with a lot of different scale jobs and try the Keda version upgrade from 2.10.* to 2.11.*.
Maybe this will happen for you, too. Honestly unclear.
Logs from KEDA operator
| Jul 11, 2023 @ 01:10:54.809 | 2023-07-10T23:10:54Z INFO scaleexecutor Scaling Jobs {"scaledJob.Name": "appg-lucmerge-appf", "scaledJob.Namespace": "staging-appg-application", "Number of pending Jobs ": 0}
| Jul 11, 2023 @ 01:10:54.809 | 2023-07-10T23:10:54Z INFO scaleexecutor Scaling Jobs {"scaledJob.Name": "appf-bundle-finalizer-m", "scaledJob.Namespace": "staging-appf-application", "Number of pending Jobs ": 0}
| Jul 11, 2023 @ 01:10:54.827 | 2023-07-10T23:10:54Z INFO scaleexecutor Creating jobs {"scaledJob.Name": "appf-import-data-xl", "scaledJob.Namespace": "staging-appf-application", "Effective number of max jobs": 0}
| Jul 11, 2023 @ 01:10:54.827 | 2023-07-10T23:10:54Z INFO scaleexecutor Creating jobs {"scaledJob.Name": "appf-import-data-xl", "scaledJob.Namespace": "staging-appf-application", "Number of jobs": 0}
| Jul 11, 2023 @ 01:10:54.827 | 2023-07-10T23:10:54Z INFO scaleexecutor Created jobs {"scaledJob.Name": "appf-import-data-xl", "scaledJob.Namespace": "staging-appf-application", "Number of jobs": 0}
| Jul 11, 2023 @ 01:10:55.749 | 2023-07-10T23:10:55Z INFO controller-runtime.metrics Metrics server is starting to listen {"addr": ":8080"}
| Jul 11, 2023 @ 01:10:55.773 | 2023-07-10T23:10:55Z INFO setup Starting manager
| Jul 11, 2023 @ 01:10:55.773 | 2023-07-10T23:10:55Z INFO setup Git Commit: b8dbd298cf9001b1597a2756fd0be4fa4df2059f
| Jul 11, 2023 @ 01:10:55.773 | 2023-07-10T23:10:55Z INFO setup KEDA Version: 2.11.1
| Jul 11, 2023 @ 01:10:55.773 | 2023-07-10T23:10:55Z INFO setup Running on Kubernetes 1.26 {"version": "v1.26.3"}
| Jul 11, 2023 @ 01:10:55.773 | 2023-07-10T23:10:55Z INFO setup Go Version: go1.20.5
| Jul 11, 2023 @ 01:10:55.773 | 2023-07-10T23:10:55Z INFO setup Go OS/Arch: linux/amd64
| Jul 11, 2023 @ 01:10:55.874 | 2023-07-10T23:10:55Z INFO Starting server {"kind": "health probe", "addr": "[::]:8081"}
| Jul 11, 2023 @ 01:10:55.874 | 2023-07-10T23:10:55Z INFO starting server {"path": "/metrics", "kind": "metrics", "addr": "[::]:8080"}
| Jul 11, 2023 @ 01:10:55.874 | I0710 23:10:55.874494 1 leaderelection.go:245] attempting to acquire leader lease staging-keda-serverless/operator.keda.sh...
| Jul 11, 2023 @ 01:10:56.668 | I0710 23:10:56.668438 1 httplog.go:132] "HTTP" verb="GET" URI="/healthz" latency="158.111µs" userAgent="kube-probe/1.26" audit-ID="b69846c6-e714-4b2e-8109-460408fc4fa0" srcIP="10.4.8.122:49694" resp=200
| Jul 11, 2023 @ 01:10:56.668 | I0710 23:10:56.668040 1 httplog.go:132] "HTTP" verb="GET" URI="/readyz" latency="213.915µs" userAgent="kube-probe/1.26" audit-ID="280df468-0e0a-4222-84ee-0aed41f7c566" srcIP="10.4.8.122:49710" resp=200
| Jul 11, 2023 @ 01:11:01.274 | I0710 23:11:01.274250 1 httplog.go:132] "HTTP" verb="GET" URI="/apis/external.metrics.k8s.io/v1beta1" latency="11.654072ms" userAgent="Go-http-client/2.0" audit-ID="7c0694eb-ae9d-4f70-b035-452bbd726728" srcIP="10.4.1.72:50284" resp=200
| Jul 11, 2023 @ 01:11:01.274 | I0710 23:11:01.274315 1 httplog.go:132] "HTTP" verb="GET" URI="/apis/external.metrics.k8s.io/v1beta1" latency="11.800979ms" userAgent="Go-http-client/2.0" audit-ID="5d45c41a-6417-4d00-9e08-41b10b1477c1" srcIP="10.4.1.72:50284" resp=200
| Jul 11, 2023 @ 01:11:01.274 | I0710 23:11:01.274552 1 httplog.go:132] "HTTP" verb="GET" URI="/apis/external.metrics.k8s.io/v1beta1" latency="12.225696ms" userAgent="Go-http-client/2.0" audit-ID="f1594dda-145d-4acb-b768-b74e1608460a" srcIP="10.4.1.72:50284" resp=200
| Jul 11, 2023 @ 01:11:01.284 | I0710 23:11:01.283973 1 httplog.go:132] "HTTP" verb="GET" URI="/apis/external.metrics.k8s.io/v1beta1" latency="21.652078ms" userAgent="Go-http-client/2.0" audit-ID="11e6d398-2328-4f5a-abdc-8301c366b3b4" srcIP="10.4.1.72:50284" resp=200
| Jul 11, 2023 @ 01:11:01.284 | I0710 23:11:01.283992 1 httplog.go:132] "HTTP" verb="GET" URI="/apis/external.metrics.k8s.io/v1beta1" latency="21.631177ms" userAgent="Go-http-client/2.0" audit-ID="3c64c045-a66f-4f51-9c09-a43a411cf3fc" srcIP="10.4.1.72:50284" resp=200
| Jul 11, 2023 @ 01:11:02.144 | I0710 23:11:02.144046 1 httplog.go:132] "HTTP" verb="GET" URI="/openapi/v2" latency="18.651856ms" userAgent="" audit-ID="3d4f8945-2587-42c2-9703-3a10a6862d03" srcIP="10.4.1.72:52592" resp=304
| Jul 11, 2023 @ 01:11:02.144 | I0710 23:11:02.144171 1 httplog.go:132] "HTTP" verb="GET" URI="/openapi/v3" latency="17.086093ms" userAgent="" audit-ID="d2813a34-fd4a-4bf0-a79e-d434a98a8cba" srcIP="10.4.1.72:52592" resp=200
| Jul 11, 2023 @ 01:11:05.252 | I0710 23:11:05.252401 1 httplog.go:132] "HTTP" verb="GET" URI="/apis/external.metrics.k8s.io/v1beta1" latency="13.751949ms" userAgent="kube-controller-manager/v1.26.3 (linux/amd64) kubernetes/f18584a/system:serviceaccount:kube-system:resourcequota-controller" audit-ID="e25b658c-cdc2-4eb9-9b42-8e3c5dde004f" srcIP="10.4.1.72:52592" resp=200
| Jul 11, 2023 @ 01:11:06.670 | I0710 23:11:06.670464 1 httplog.go:132] "HTTP" verb="GET" URI="/readyz" latency="221.919µs" userAgent="kube-probe/1.26" audit-ID="710f9c70-3312-4855-a44d-d88e5d548618" srcIP="10.4.8.122:51914" resp=200
| Jul 11, 2023 @ 01:11:06.673 | I0710 23:11:06.673761 1 httplog.go:132] "HTTP" verb="GET" URI="/healthz" latency="164.413µs" userAgent="kube-probe/1.26" audit-ID="77c18635-cf67-4ae2-a901-6e9ed6568e06" srcIP="10.4.8.122:51928" resp=200
| Jul 11, 2023 @ 01:11:06.848 | I0710 23:11:06.848846 1 httplog.go:132] "HTTP" verb="GET" URI="/apis/external.metrics.k8s.io/v1beta1" latency="14.929647ms" userAgent="kube-controller-manager/v1.26.3 (linux/amd64) kubernetes/f18584a/system:serviceaccount:kube-system:generic-garbage-collector" audit-ID="af777025-5f23-413c-8672-1ed69c616df0" srcIP="10.4.1.72:52592" resp=200
| Jul 11, 2023 @ 01:11:08.502 | I0710 23:11:08.502363 1 httplog.go:132] "HTTP" verb="GET" URI="/apis/external.metrics.k8s.io/v1beta1" latency="14.735956ms" userAgent="kube-controller-manager/v1.26.3 (linux/amd64) kubernetes/f18584a/controller-discovery" audit-ID="c8b38271-99a6-4c7b-9fb7-dab401da7004" srcIP="10.4.1.72:52592" resp=200
| Jul 11, 2023 @ 01:11:12.084 | I0710 23:11:12.084112 1 leaderelection.go:255] successfully acquired lease staging-keda-serverless/operator.keda.sh
| Jul 11, 2023 @ 01:11:12.084 | 2023-07-10T23:11:12Z INFO Starting EventSource {"controller": "triggerauthentication", "controllerGroup": "keda.sh", "controllerKind": "TriggerAuthentication", "source": "kind source: *v1alpha1.TriggerAuthentication"}
| Jul 11, 2023 @ 01:11:12.084 | 2023-07-10T23:11:12Z INFO Starting EventSource {"controller": "scaledobject", "controllerGroup": "keda.sh", "controllerKind": "ScaledObject", "source": "kind source: *v1alpha1.ScaledObject"}
| Jul 11, 2023 @ 01:11:12.084 | 2023-07-10T23:11:12Z INFO Starting EventSource {"controller": "scaledobject", "controllerGroup": "keda.sh", "controllerKind": "ScaledObject", "source": "kind source: *v2.HorizontalPodAutoscaler"}
| Jul 11, 2023 @ 01:11:12.084 | 2023-07-10T23:11:12Z INFO Starting EventSource {"controller": "clustertriggerauthentication", "controllerGroup": "keda.sh", "controllerKind": "ClusterTriggerAuthentication", "source": "kind source: *v1alpha1.ClusterTriggerAuthentication"}
| Jul 11, 2023 @ 01:11:12.084 | 2023-07-10T23:11:12Z INFO Starting Controller {"controller": "triggerauthentication", "controllerGroup": "keda.sh", "controllerKind": "TriggerAuthentication"}
| Jul 11, 2023 @ 01:11:12.084 | 2023-07-10T23:11:12Z INFO Starting Controller {"controller": "scaledjob", "controllerGroup": "keda.sh", "controllerKind": "ScaledJob"}
| Jul 11, 2023 @ 01:11:12.084 | 2023-07-10T23:11:12Z INFO Starting EventSource {"controller": "scaledjob", "controllerGroup": "keda.sh", "controllerKind": "ScaledJob", "source": "kind source: *v1alpha1.ScaledJob"}
| Jul 11, 2023 @ 01:11:12.084 | 2023-07-10T23:11:12Z INFO Starting Controller {"controller": "clustertriggerauthentication", "controllerGroup": "keda.sh", "controllerKind": "ClusterTriggerAuthentication"}
| Jul 11, 2023 @ 01:11:12.084 | 2023-07-10T23:11:12Z INFO Starting Controller {"controller": "scaledobject", "controllerGroup": "keda.sh", "controllerKind": "ScaledObject"}
| Jul 11, 2023 @ 01:11:12.095 | 2023-07-10T23:11:12Z INFO grpc_server Starting Metrics Service gRPC Server {"address": ":9666"}
| Jul 11, 2023 @ 01:11:12.488 | 2023-07-10T23:11:12Z INFO Starting workers {"controller": "triggerauthentication", "controllerGroup": "keda.sh", "controllerKind": "TriggerAuthentication", "worker count": 1}
| Jul 11, 2023 @ 01:11:12.488 | 2023-07-10T23:11:12Z INFO Reconciling ScaledJob {"controller": "scaledjob", "controllerGroup": "keda.sh", "controllerKind": "ScaledJob", "ScaledJob": {"name":"appd-leak-detection-m","namespace":"staging-appd-application"}, "namespace": "staging-appd-application", "name": "appd-leak-detection-m", "reconcileID": "5bb6525a-17bb-4149-a142-1970bf22d248"}
| Jul 11, 2023 @ 01:11:12.488 | 2023-07-10T23:11:12Z INFO RolloutStrategy is deprecated, please us Rollout.Strategy in order to define the desired strategy for job rollouts {"controller": "scaledjob", "controllerGroup": "keda.sh", "controllerKind": "ScaledJob", "ScaledJob": {"name":"appd-leak-detection-m","namespace":"staging-appd-application"}, "namespace": "staging-appd-application", "name": "appd-leak-detection-m", "reconcileID": "5bb6525a-17bb-4149-a142-1970bf22d248"}
| Jul 11, 2023 @ 01:11:12.488 | 2023-07-10T23:11:12Z INFO Starting workers {"controller": "scaledobject", "controllerGroup": "keda.sh", "controllerKind": "ScaledObject", "worker count": 5}
| Jul 11, 2023 @ 01:11:12.488 | 2023-07-10T23:11:12Z INFO Starting workers {"controller": "scaledjob", "controllerGroup": "keda.sh", "controllerKind": "ScaledJob", "worker count": 1}
| Jul 11, 2023 @ 01:11:12.489 | 2023-07-10T23:11:12Z INFO Starting workers {"controller": "clustertriggerauthentication", "controllerGroup": "keda.sh", "controllerKind": "ClusterTriggerAuthentication", "worker count": 1}
| Jul 11, 2023 @ 01:11:12.490 | 2023-07-10T23:11:12Z INFO "metricName" is deprecated and will be removed in v2.12, please do not set it anymore {"controller": "scaledobject", "controllerGroup": "keda.sh", "controllerKind": "ScaledObject", "ScaledObject": {"name":"appac-analysis-calculation-worker","namespace":"staging-appac-application"}, "namespace": "staging-appac-application", "name": "appac-analysis-calculation-worker", "reconcileID": "23148f01-9201-4373-a770-6d7d4b5bbcf7", "trigger.type": "prometheus"}
| Jul 11, 2023 @ 01:11:12.490 | 2023-07-10T23:11:12Z INFO Reconciling ScaledObject {"controller": "scaledobject", "controllerGroup": "keda.sh", "controllerKind": "ScaledObject", "ScaledObject": {"name":"appac-analysis-calculation-worker","namespace":"staging-appac-application"}, "namespace": "staging-appac-application", "name": "appac-analysis-calculation-worker", "reconcileID": "23148f01-9201-4373-a770-6d7d4b5bbcf7"}
| Jul 11, 2023 @ 01:11:13.296 | 2023-07-10T23:11:13Z INFO Initializing Scaling logic according to ScaledJob Specification {"controller": "scaledjob", "controllerGroup": "keda.sh", "controllerKind": "ScaledJob", "ScaledJob": {"name":"appd-leak-detection-m","namespace":"staging-appd-application"}, "namespace": "staging-appd-application", "name": "appd-leak-detection-m", "reconcileID": "5bb6525a-17bb-4149-a142-1970bf22d248"}
| Jul 11, 2023 @ 01:11:13.309 | 2023-07-10T23:11:13Z INFO Initializing Scaling logic according to ScaledObject Specification {"controller": "scaledobject", "controllerGroup": "keda.sh", "controllerKind": "ScaledObject", "ScaledObject": {"name":"appac-analysis-calculation-worker","namespace":"staging-appac-application"}, "namespace": "staging-appac-application", "name": "appac-analysis-calculation-worker", "reconcileID": "23148f01-9201-4373-a770-6d7d4b5bbcf7"}
| Jul 11, 2023 @ 01:11:13.310 | 2023-07-10T23:11:13Z INFO scaleexecutor Scaling Jobs {"scaledJob.Name": "appd-leak-detection-m", "scaledJob.Namespace": "staging-appd-application", "Number of running Jobs": 0}
| Jul 11, 2023 @ 01:11:13.310 | 2023-07-10T23:11:13Z INFO scaleexecutor Scaling Jobs {"scaledJob.Name": "appd-leak-detection-m", "scaledJob.Namespace": "staging-appd-application", "Number of pending Jobs ": 0}
| Jul 11, 2023 @ 01:11:13.315 | 2023-07-10T23:11:13Z INFO Reconciling ScaledJob {"controller": "scaledjob", "controllerGroup": "keda.sh", "controllerKind": "ScaledJob", "ScaledJob": {"name":"appd-toll-qa-routing-l","namespace":"staging-appd-application"}, "namespace": "staging-appd-application", "name": "appd-toll-qa-routing-l", "reconcileID": "1fac22ef-d1df-4c3b-b7bf-ea6196839a2e"}
| Jul 11, 2023 @ 01:11:13.315 | 2023-07-10T23:11:13Z INFO RolloutStrategy is deprecated, please us Rollout.Strategy in order to define the desired strategy for job rollouts {"controller": "scaledjob", "controllerGroup": "keda.sh", "controllerKind": "ScaledJob", "ScaledJob": {"name":"appd-toll-qa-routing-l","namespace":"staging-appd-application"}, "namespace": "staging-appd-application", "name": "appd-toll-qa-routing-l", "reconcileID": "1fac22ef-d1df-4c3b-b7bf-ea6196839a2e"}
| Jul 11, 2023 @ 01:11:13.315 | 2023-07-10T23:11:13Z INFO Initializing Scaling logic according to ScaledJob Specification {"controller": "scaledjob", "controllerGroup": "keda.sh", "controllerKind": "ScaledJob", "ScaledJob": {"name":"appd-toll-qa-routing-l","namespace":"staging-appd-application"}, "namespace": "staging-appd-application", "name": "appd-toll-qa-routing-l", "reconcileID": "1fac22ef-d1df-4c3b-b7bf-ea6196839a2e"}
| Jul 11, 2023 @ 01:11:13.320 | 2023-07-10T23:11:13Z INFO scaleexecutor Scaling Jobs {"scaledJob.Name": "appd-toll-qa-routing-l", "scaledJob.Namespace": "staging-appd-application", "Number of running Jobs": 0}
| Jul 11, 2023 @ 01:11:13.320 | 2023-07-10T23:11:13Z INFO scaleexecutor Scaling Jobs {"scaledJob.Name": "appd-toll-qa-routing-l", "scaledJob.Namespace": "staging-appd-application", "Number of pending Jobs ": 0}
KEDA Version
2.11.1
Kubernetes Version
1.26
Platform
Microsoft Azure
Scaler Details
Prometheus & Postgres
Anything else?
No response
Metadata
Assignees
Labels
Type
Projects
Status
Ready To Ship