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kubeflow-kfserving

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SenderMessageTime
22 Oct 2021
@_slack_kubeflow_U02JY0VHJ0Y:matrix.orgBiplob Biswas
In reply toundefined
(edited) ... lot that worked out just fine with one small modification, the ServicePort expects an IntorString object, so we did this and it ran with creating the endpoint. ```Backend: netv1.IngressBackend{ ServiceName: componentName, ServicePort: intstr.FromInt(constants.CommonDefaultHttpPort), },``` => ... lot iamlovingit that worked out just fine with one small modification, the ServicePort expects an IntorString object, so we did this and it ran with creating the endpoint. ```Backend: netv1.IngressBackend{ ServiceName: componentName, ServicePort: intstr.FromInt(constants.CommonDefaultHttpPort), },```
16:22:36
@_slack_kubeflow_U01HS89M1U6:matrix.orgJevgeni Martjušev
In reply to@_slack_kubeflow_U01HS89M1U6:matrix.org
I am in progress of selecting a serving engine. Seldon is my first choice, the only problem being that Kafka support lacks SSL auth features there. KServe looks like a more complex solution as I will have to install KNative and also probably iter8
Is there anyone from KServe team, who can shed light on native support for shadow deployments?
18:46:14
23 Oct 2021
@_slack_kubeflow_U0104H1616Z:matrix.orgiamlovingit
In reply to@_slack_kubeflow_U02JY0VHJ0Y:matrix.org
Thanks a lot iamlovingit that worked out just fine with one small modification, the ServicePort expects an IntorString object, so we did this and it ran with creating the endpoint.
Backend: netv1.IngressBackend{
                            ServiceName: componentName,
                            ServicePort: intstr.FromInt(constants.CommonDefaultHttpPort),
                        },
Biplob Biswas Can you help to close the issue?
13:11:55
@_slack_kubeflow_UFVUV2UFP:matrix.orgDan Sun
In reply to@_slack_kubeflow_U01HS89M1U6:matrix.org
Is there anyone from KServe team, who can shed light on native support for shadow deployments?
Jevgeni Martjušev there is a way to achieve this today with logger already which can intercept the request and forward to a shadow deployment
16:31:11
24 Oct 2021
@_slack_kubeflow_U027LHY3610:matrix.orgVedant Padwal https://www.youtube.com/watch?v=wh7WwSw4hRs 13:09:04
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25 Oct 2021
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@_slack_kubeflow_U02JVFFP213:matrix.orgMatt Carlson joined the room.15:43:30
@_slack_kubeflow_U02JVFFP213:matrix.orgMatt Carlson changed their display name from _slack_kubeflow_U02JVFFP213 to Matt Carlson.15:57:07
@_slack_kubeflow_U02JVFFP213:matrix.orgMatt Carlson set a profile picture.15:57:08
@_slack_kubeflow_U02JVFFP213:matrix.orgMatt Carlson Hello everyone, hoping someone can help me out. I'm trying to get a KServe 0.7.0 Raw Deployment up and running on EKS. I've followed the instructions here and here to run the installation and create and deploy my first inference service using the ScikitLearn example. The inference service enters a ready state and the pod is up and running. However, when I try to curl the inference service endpoint I receive a 404 Not Found from the Istio gateway with no other error messages to speak of, at least that I'm able to track down. I'll happily share whatever I can to help track this issue down. Thanks! 15:57:08
@_slack_kubeflow_UM56LA7N3:matrix.orgBenjamin Tan
In reply to@_slack_kubeflow_U02JVFFP213:matrix.org
Hello everyone, hoping someone can help me out. I'm trying to get a KServe 0.7.0 Raw Deployment up and running on EKS. I've followed the instructions here and here to run the installation and create and deploy my first inference service using the ScikitLearn example. The inference service enters a ready state and the pod is up and running. However, when I try to curl the inference service endpoint I receive a 404 Not Found from the Istio gateway with no other error messages to speak of, at least that I'm able to track down. I'll happily share whatever I can to help track this issue down. Thanks!
What does kubectl get ksvc -A show you?
16:04:39
@_slack_kubeflow_UM56LA7N3:matrix.orgBenjamin Tan
In reply to@_slack_kubeflow_UM56LA7N3:matrix.org
What does kubectl get ksvc -A show you?
How are you curling the inference service?
16:04:55
@_slack_kubeflow_U02JVFFP213:matrix.orgMatt Carlson
In reply to@_slack_kubeflow_UM56LA7N3:matrix.org
How are you curling the inference service?
Hi Benjamin. kubectl get ksvc -A shows No resources found in the kserve-test namespace I am using for the Scikit example
16:19:00
@_slack_kubeflow_U02JVFFP213:matrix.orgMatt Carlson
In reply to@_slack_kubeflow_U02JVFFP213:matrix.org
Hi Benjamin. kubectl get ksvc -A shows No resources found in the kserve-test namespace I am using for the Scikit example
I'm curling the inference service using the example here - in particular, I am curling from an Istio Ingress Gateway using a HOST header pulled from the inference service
16:21:11
@_slack_kubeflow_UM56LA7N3:matrix.orgBenjamin Tan
In reply to@_slack_kubeflow_U02JVFFP213:matrix.org
I'm curling the inference service using the example here - in particular, I am curling from an Istio Ingress Gateway using a HOST header pulled from the inference service
Hmm
16:25:37
@_slack_kubeflow_UM56LA7N3:matrix.orgBenjamin Tan
In reply to@_slack_kubeflow_UM56LA7N3:matrix.org
Hmm
what does this show then:
https://github.com/kserve/kserve/tree/master/docs/samples/istio-dex
16:25:43
@_slack_kubeflow_UM56LA7N3:matrix.orgBenjamin Tan
In reply toundefined
(edited) ... then: ```<https://github.com/kserve/kserve/tree/master/docs/samples/istio-dex>``` => ... then: ```kubectl get inferenceservices sklearn-iris -n kserve-test```
16:25:53
@_slack_kubeflow_UM56LA7N3:matrix.orgBenjamin Tan
In reply to@_slack_kubeflow_UM56LA7N3:matrix.org
what does this show then:
https://github.com/kserve/kserve/tree/master/docs/samples/istio-dex
Ah so you're doing
SERVICE_HOSTNAME=$(kubectl get inferenceservice sklearn-iris -n kserve-test -o jsonpath='{.status.url}' , cut -d "/" -f 3)
curl -v -H "Host: ${SERVICE_HOSTNAME}" http://${INGRESS_HOST}:${INGRESS_PORT}/v1/models/sklearn-iris:predict -d @./iris-input.json
16:26:29
@_slack_kubeflow_U02JVFFP213:matrix.orgMatt Carlson
In reply to@_slack_kubeflow_UM56LA7N3:matrix.org
Ah so you're doing
SERVICE_HOSTNAME=$(kubectl get inferenceservice sklearn-iris -n kserve-test -o jsonpath='{.status.url}' , cut -d "/" -f 3)
curl -v -H "Host: ${SERVICE_HOSTNAME}" http://${INGRESS_HOST}:${INGRESS_PORT}/v1/models/sklearn-iris:predict -d @./iris-input.json
Yes that's right
16:26:49
@_slack_kubeflow_UM56LA7N3:matrix.orgBenjamin Tan
In reply to@_slack_kubeflow_U02JVFFP213:matrix.org
Yes that's right
can you echo out SERVICE_HOSTNAME
16:26:58
@_slack_kubeflow_U02JVFFP213:matrix.orgMatt Carlson
In reply to@_slack_kubeflow_UM56LA7N3:matrix.org
can you echo out SERVICE_HOSTNAME
kubectl get inferenceservices sklearn-iris -n kserve-test
16:30:54
@_slack_kubeflow_U02JVFFP213:matrix.orgMatt Carlson
In reply to@_slack_kubeflow_U02JVFFP213:matrix.org
kubectl get inferenceservices sklearn-iris -n kserve-test
NAME      URL                      READY  PREV  LATEST  PREVROLLEDOUTREVISION  LATESTREADYREVISION  AGE sklearn-iris  http://sklearn-iris-kserve-test.example.com  True                                 3d22h
16:30:59
@_slack_kubeflow_U02JVFFP213:matrix.orgMatt Carlson
In reply to@_slack_kubeflow_U02JVFFP213:matrix.org
NAME      URL                      READY  PREV  LATEST  PREVROLLEDOUTREVISION  LATESTREADYREVISION  AGE sklearn-iris  http://sklearn-iris-kserve-test.example.com  True                                 3d22h
Apologies for the formatting
16:31:22
@_slack_kubeflow_U02JVFFP213:matrix.orgMatt Carlson
In reply to@_slack_kubeflow_U02JVFFP213:matrix.org
Apologies for the formatting
Here is what I get from echoing out SERVICE_HOSTNAME: sklearn-iris-kserve-test.example.com
16:33:11
@_slack_kubeflow_U02JVFFP213:matrix.orgMatt Carlson
In reply to@_slack_kubeflow_U02JVFFP213:matrix.org
Here is what I get from echoing out SERVICE_HOSTNAME: sklearn-iris-kserve-test.example.com
I should add that I just downgraded to KFServing 0.6.1 and was able to test the sklearn-iris service and get a 200 response. So it seems the 404 errors are specific to 0.7.0
20:29:01
@_slack_kubeflow_U02JKKJP1C7:matrix.orgNhan Hoang joined the room.22:47:52
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